{"data_time": 0.011118506081402302, "eta_seconds": 167573.50974707585, "iteration": 19, "loss_fcos_cls": 1.1205163095146418, "loss_fcos_ctr": 0.6917249299585819, "loss_fcos_loc": 0.9717873129993677, "loss_mask": 0.693140547722578, "loss_maskiou": 0.3656567228026688, "loss_sem_seg": 3.0143462866544724, "lr": 0.00019981, "mask_rcnn/accuracy": 0.570721495119787, "mask_rcnn/false_negative": 0.2608192377654095, "mask_rcnn/false_positive": 0.6364223561121893, "roi_head/num_bg_samples": 90.5, "roi_head/num_fg_samples": 7.25, "time": 0.620686306618154, "total_loss": 6.9676530309952796} {"data_time": 0.01119792740792036, "eta_seconds": 172747.99658824224, "iteration": 39, "loss_fcos_cls": 0.9875583127140999, "loss_fcos_ctr": 0.6782443579286337, "loss_fcos_loc": 0.9684183727949858, "loss_mask": 0.6931299567222595, "loss_maskiou": 0.07588953551021405, "loss_sem_seg": 1.9139703437685966, "lr": 0.00039960999999999995, "mask_rcnn/accuracy": 0.5899234693877551, "mask_rcnn/false_negative": 0.16316804742111785, "mask_rcnn/false_positive": 0.7481681853845339, "roi_head/num_bg_samples": 100.0, "roi_head/num_fg_samples": 4.75, "time": 0.6496767727658153, "total_loss": 5.316490250406787} {"data_time": 0.009841031394898891, "eta_seconds": 172997.1415280858, "iteration": 59, "loss_fcos_cls": 0.9359672088176012, "loss_fcos_ctr": 0.6718965889886022, "loss_fcos_loc": 0.9331309273838997, "loss_mask": 0.6931038200855255, "loss_maskiou": 0.04212264087982476, "loss_sem_seg": 1.6048677377402782, "lr": 0.00059941, "mask_rcnn/accuracy": 0.566323309626881, "mask_rcnn/false_negative": 0.113535545078776, "mask_rcnn/false_positive": 0.8352525288715321, "roi_head/num_bg_samples": 100.0, "roi_head/num_fg_samples": 9.5, "time": 0.670722789131105, "total_loss": 4.848026941996068} {"data_time": 0.009328453801572323, "eta_seconds": 173666.75672739744, "iteration": 79, "loss_fcos_cls": 0.9378430284559727, "loss_fcos_ctr": 0.6768773519434035, "loss_fcos_loc": 0.8210249627009034, "loss_mask": 0.6930887326598167, "loss_maskiou": 0.02800271986052394, "loss_sem_seg": 1.387762762606144, "lr": 0.0007992100000000001, "mask_rcnn/accuracy": 0.5788703825329189, "mask_rcnn/false_negative": 0.035025609407584035, "mask_rcnn/false_positive": 0.9047306380059172, "roi_head/num_bg_samples": 98.0, "roi_head/num_fg_samples": 8.75, "time": 0.6680345823988318, "total_loss": 4.537880116433371} {"data_time": 0.009937472641468048, "eta_seconds": 173283.2285987679, "iteration": 99, "loss_fcos_cls": 0.9322668686509132, "loss_fcos_ctr": 0.6735953632742167, "loss_fcos_loc": 0.8133489452302456, "loss_mask": 0.6930687539279461, "loss_maskiou": 0.028022278638673015, "loss_sem_seg": 1.426874577999115, "lr": 0.00099901, "mask_rcnn/accuracy": 0.5762117346938775, "mask_rcnn/false_negative": 0.07948346690177588, "mask_rcnn/false_positive": 0.8293848954385017, "roi_head/num_bg_samples": 98.5, "roi_head/num_fg_samples": 9.5, "time": 0.6389762377366424, "total_loss": 4.537861270830035} {"data_time": 0.010033860802650452, "eta_seconds": 174504.0491147926, "iteration": 119, "loss_fcos_cls": 0.9189870730042458, "loss_fcos_ctr": 0.6716785933822393, "loss_fcos_loc": 0.7961332201957703, "loss_mask": 0.6930170767009258, "loss_maskiou": 0.02612097581732087, "loss_sem_seg": 1.276345781981945, "lr": 0.00119881, "mask_rcnn/accuracy": 0.6228589650145773, "mask_rcnn/false_negative": 0.07623805065609149, "mask_rcnn/false_positive": 0.8266218103628797, "roi_head/num_bg_samples": 98.75, "roi_head/num_fg_samples": 8.25, "time": 0.6709821773692966, "total_loss": 4.398852605139837} {"data_time": 0.011331837624311447, "eta_seconds": 174491.11718930583, "iteration": 139, "loss_fcos_cls": 0.9084628373384476, "loss_fcos_ctr": 0.6734950095415115, "loss_fcos_loc": 0.799689938314259, "loss_mask": 0.6929812878370285, "loss_maskiou": 0.02515766443684697, "loss_sem_seg": 1.2185127213597298, "lr": 0.0013986100000000002, "mask_rcnn/accuracy": 0.6586743283171855, "mask_rcnn/false_negative": 0.030447825254078166, "mask_rcnn/false_positive": 0.9031871956599888, "roi_head/num_bg_samples": 98.75, "roi_head/num_fg_samples": 8.75, "time": 0.6497371206060052, "total_loss": 4.345523625539499} {"data_time": 0.010039935819804668, "eta_seconds": 174063.12128440943, "iteration": 159, "loss_fcos_cls": 0.8793635498732328, "loss_fcos_ctr": 0.6756277959793806, "loss_fcos_loc": 0.7995367860421538, "loss_mask": 0.692920345813036, "loss_maskiou": 0.019913566356990486, "loss_sem_seg": 1.2425516359508038, "lr": 0.0015984100000000002, "mask_rcnn/accuracy": 0.6299366969009826, "mask_rcnn/false_negative": 0.06343739775530385, "mask_rcnn/false_positive": 0.8208030226699492, "roi_head/num_bg_samples": 97.75, "roi_head/num_fg_samples": 9.5, "time": 0.6407157955691218, "total_loss": 4.2866312470287085} {"data_time": 0.010632023215293884, "eta_seconds": 174709.32591291144, "iteration": 179, "loss_fcos_cls": 0.9070527534931898, "loss_fcos_ctr": 0.6708843160886317, "loss_fcos_loc": 0.7958669234067202, "loss_mask": 0.6928321197628975, "loss_maskiou": 0.02532310114474967, "loss_sem_seg": 1.1873519569635391, "lr": 0.0017982099999999997, "mask_rcnn/accuracy": 0.5744401927437642, "mask_rcnn/false_negative": 0.2062642586274387, "mask_rcnn/false_positive": 0.7526487785862785, "roi_head/num_bg_samples": 98.0, "roi_head/num_fg_samples": 10.0, "time": 0.6730449255555868, "total_loss": 4.3093966794986045} {"data_time": 0.009090815670788288, "eta_seconds": 175416.5426263837, "iteration": 199, "loss_fcos_cls": 0.8808799115940928, "loss_fcos_ctr": 0.6713100885972381, "loss_fcos_loc": 0.7902451073750854, "loss_mask": 0.6927910409867764, "loss_maskiou": 0.02225102885859087, "loss_sem_seg": 1.1917742937803268, "lr": 0.00199801, "mask_rcnn/accuracy": 0.5673796042807366, "mask_rcnn/false_negative": 0.050689184659065224, "mask_rcnn/false_positive": 0.8925865296104666, "roi_head/num_bg_samples": 97.5, "roi_head/num_fg_samples": 9.75, "time": 0.6600894136354327, "total_loss": 4.237948052352294} {"data_time": 0.010251962579786777, "eta_seconds": 177619.51600110624, "iteration": 219, "loss_fcos_cls": 0.8623776342719793, "loss_fcos_ctr": 0.6729453522711992, "loss_fcos_loc": 0.5700530200265348, "loss_mask": 0.6929155439138412, "loss_maskiou": 0.021638949954649433, "loss_sem_seg": 1.2191991992294788, "lr": 0.00219781, "mask_rcnn/accuracy": 0.5376052638797454, "mask_rcnn/false_negative": 0.0532653177157274, "mask_rcnn/false_positive": 0.8638804251788783, "roi_head/num_bg_samples": 94.5, "roi_head/num_fg_samples": 13.0, "time": 0.6962311929091811, "total_loss": 4.062573510047514} {"data_time": 0.010039230808615685, "eta_seconds": 179123.87535103224, "iteration": 239, "loss_fcos_cls": 0.8836090974509716, "loss_fcos_ctr": 0.6745275091379881, "loss_fcos_loc": 0.5500008659437299, "loss_mask": 0.692744541913271, "loss_maskiou": 0.02162303784280084, "loss_sem_seg": 1.1310530416667461, "lr": 0.00239761, "mask_rcnn/accuracy": 0.6127098121857438, "mask_rcnn/false_negative": 0.07554970343425613, "mask_rcnn/false_positive": 0.796199924226654, "roi_head/num_bg_samples": 94.75, "roi_head/num_fg_samples": 13.5, "time": 0.7001061961054802, "total_loss": 3.9239885098068044} {"data_time": 0.011253933422267437, "eta_seconds": 180972.76002147608, "iteration": 259, "loss_fcos_cls": 0.8714617472141981, "loss_fcos_ctr": 0.6733767669647932, "loss_fcos_loc": 0.5391265349462628, "loss_mask": 0.6926804073154926, "loss_maskiou": 0.01990223996108398, "loss_sem_seg": 1.2197251040488482, "lr": 0.00259741, "mask_rcnn/accuracy": 0.603024703471132, "mask_rcnn/false_negative": 0.39026071669886797, "mask_rcnn/false_positive": 0.6134548668044209, "roi_head/num_bg_samples": 88.0, "roi_head/num_fg_samples": 19.5, "time": 0.699713253416121, "total_loss": 3.9885816810419783} {"data_time": 0.009977400302886963, "eta_seconds": 181293.66797557566, "iteration": 279, "loss_fcos_cls": 0.8394962418824434, "loss_fcos_ctr": 0.6724857855588198, "loss_fcos_loc": 0.5402590408921242, "loss_mask": 0.6925698034465313, "loss_maskiou": 0.022647450678050518, "loss_sem_seg": 1.130930121988058, "lr": 0.0027972100000000005, "mask_rcnn/accuracy": 0.5391929499072355, "mask_rcnn/false_negative": 0.27712953665547024, "mask_rcnn/false_positive": 0.5201440953442026, "roi_head/num_bg_samples": 94.0, "roi_head/num_fg_samples": 14.75, "time": 0.6832704478874803, "total_loss": 3.9088612764608115} {"data_time": 0.010436980053782463, "eta_seconds": 181582.44631640427, "iteration": 299, "loss_fcos_cls": 0.8586309477686882, "loss_fcos_ctr": 0.6771215810440481, "loss_fcos_loc": 0.5192867917940021, "loss_mask": 0.6925076134502888, "loss_maskiou": 0.019990030174085405, "loss_sem_seg": 1.1819781493395567, "lr": 0.00299701, "mask_rcnn/accuracy": 0.5245535714285714, "mask_rcnn/false_negative": 0.39036691128832723, "mask_rcnn/false_positive": 0.45267215869750294, "roi_head/num_bg_samples": 94.75, "roi_head/num_fg_samples": 13.5, "time": 0.6953162178397179, "total_loss": 3.9341525339186774} {"data_time": 0.009562060236930847, "eta_seconds": 181833.03817364294, "iteration": 319, "loss_fcos_cls": 0.8698981227353215, "loss_fcos_ctr": 0.6786508802324533, "loss_fcos_loc": 0.5185591839253902, "loss_mask": 0.6922852657735348, "loss_maskiou": 0.01963987183989957, "loss_sem_seg": 1.088137399405241, "lr": 0.00319681, "mask_rcnn/accuracy": 0.6082328385899815, "mask_rcnn/false_negative": 0.37444104147088947, "mask_rcnn/false_positive": 0.4141368745292873, "roi_head/num_bg_samples": 91.75, "roi_head/num_fg_samples": 12.75, "time": 0.703626275062561, "total_loss": 3.8824190545710735} {"data_time": 0.010294406674802303, "eta_seconds": 182016.55696213525, "iteration": 339, "loss_fcos_cls": 0.8947086641564965, "loss_fcos_ctr": 0.673363315872848, "loss_fcos_loc": 0.512271941639483, "loss_mask": 0.692124467343092, "loss_maskiou": 0.020058285132108722, "loss_sem_seg": 1.1407213564962149, "lr": 0.0033966100000000004, "mask_rcnn/accuracy": 0.542150888133031, "mask_rcnn/false_negative": 0.5268712760418156, "mask_rcnn/false_positive": 0.4412596099714863, "roi_head/num_bg_samples": 86.25, "roi_head/num_fg_samples": 19.75, "time": 0.6819546138867736, "total_loss": 3.9470990749086923} {"data_time": 0.009218594990670681, "eta_seconds": 182337.36672613956, "iteration": 359, "loss_fcos_cls": 0.8683982798829675, "loss_fcos_ctr": 0.6729181529954076, "loss_fcos_loc": 0.506460050586611, "loss_mask": 0.6918416693806648, "loss_maskiou": 0.027868038625456393, "loss_sem_seg": 1.1563347950577736, "lr": 0.00359641, "mask_rcnn/accuracy": 0.602051209372638, "mask_rcnn/false_negative": 0.5164503360464849, "mask_rcnn/false_positive": 0.22209945719359062, "roi_head/num_bg_samples": 91.0, "roi_head/num_fg_samples": 15.75, "time": 0.6858332678675652, "total_loss": 3.9169817867368693} {"data_time": 0.009913609363138676, "eta_seconds": 182649.44045192376, "iteration": 379, "loss_fcos_cls": 0.8685709051787853, "loss_fcos_ctr": 0.6684039873071015, "loss_fcos_loc": 0.4993617692962289, "loss_mask": 0.6920498125255108, "loss_maskiou": 0.023773857188643888, "loss_sem_seg": 1.1550878398120403, "lr": 0.00379621, "mask_rcnn/accuracy": 0.539486947691698, "mask_rcnn/false_negative": 0.4184808428800364, "mask_rcnn/false_positive": 0.47205623838346816, "roi_head/num_bg_samples": 90.75, "roi_head/num_fg_samples": 16.0, "time": 0.7070369059219956, "total_loss": 3.899346145510208} {"data_time": 0.009883971884846687, "eta_seconds": 182721.5330913216, "iteration": 399, "loss_fcos_cls": 0.8374259099364281, "loss_fcos_ctr": 0.6687950580380857, "loss_fcos_loc": 0.5052766660228372, "loss_mask": 0.6916772313416004, "loss_maskiou": 0.022789526177803054, "loss_sem_seg": 1.0483067035675049, "lr": 0.00399601, "mask_rcnn/accuracy": 0.5644270359965848, "mask_rcnn/false_negative": 0.5757822355190207, "mask_rcnn/false_positive": 0.41457807721712536, "roi_head/num_bg_samples": 91.25, "roi_head/num_fg_samples": 18.0, "time": 0.6912637371569872, "total_loss": 3.7449266993585297} {"data_time": 0.010421749204397202, "eta_seconds": 182707.97813172638, "iteration": 419, "loss_fcos_cls": 0.8373659271746874, "loss_fcos_ctr": 0.6653969129547477, "loss_fcos_loc": 0.4854917353950441, "loss_mask": 0.691624253988266, "loss_maskiou": 0.018672714053536765, "loss_sem_seg": 0.9868737421929836, "lr": 0.00419581, "mask_rcnn/accuracy": 0.545157967032967, "mask_rcnn/false_negative": 0.6007902310759837, "mask_rcnn/false_positive": 0.4114908812600955, "roi_head/num_bg_samples": 85.0, "roi_head/num_fg_samples": 24.75, "time": 0.6784538654610515, "total_loss": 3.6800083161288057} {"data_time": 0.010007119737565517, "eta_seconds": 182750.33010989986, "iteration": 439, "loss_fcos_cls": 0.8183781486004591, "loss_fcos_ctr": 0.6720831170678139, "loss_fcos_loc": 0.49554839031770825, "loss_mask": 0.6915093548595905, "loss_maskiou": 0.01944054955674801, "loss_sem_seg": 1.108326641842723, "lr": 0.00439561, "mask_rcnn/accuracy": 0.5465673111349802, "mask_rcnn/false_negative": 0.49847471406811916, "mask_rcnn/false_positive": 0.3901325957696821, "roi_head/num_bg_samples": 90.0, "roi_head/num_fg_samples": 17.5, "time": 0.6854691449552774, "total_loss": 3.834055173356319} {"data_time": 0.01019697729498148, "eta_seconds": 182987.58197359275, "iteration": 459, "loss_fcos_cls": 0.8097098530270159, "loss_fcos_ctr": 0.6717073852196336, "loss_fcos_loc": 0.48646525386720896, "loss_mask": 0.6912024356424809, "loss_maskiou": 0.021926491521298885, "loss_sem_seg": 1.0352203994989395, "lr": 0.00459541, "mask_rcnn/accuracy": 0.5792885964481946, "mask_rcnn/false_negative": 0.6293595246659661, "mask_rcnn/false_positive": 0.32916337705191834, "roi_head/num_bg_samples": 92.75, "roi_head/num_fg_samples": 16.5, "time": 0.6936197588220239, "total_loss": 3.734642363677267} {"data_time": 0.00918431393802166, "eta_seconds": 183098.62845199555, "iteration": 479, "loss_fcos_cls": 0.8079767525196075, "loss_fcos_ctr": 0.6671315543353558, "loss_fcos_loc": 0.48737053805962205, "loss_mask": 0.6908136792480946, "loss_maskiou": 0.019983239035354927, "loss_sem_seg": 1.013581357896328, "lr": 0.00479521, "mask_rcnn/accuracy": 0.603562477622628, "mask_rcnn/false_negative": 0.48778167826968727, "mask_rcnn/false_positive": 0.2818642781042846, "roi_head/num_bg_samples": 85.25, "roi_head/num_fg_samples": 24.0, "time": 0.7097211498767138, "total_loss": 3.711353071324993} {"data_time": 0.01092043798416853, "eta_seconds": 183314.70050445572, "iteration": 499, "loss_fcos_cls": 0.7771260682493448, "loss_fcos_ctr": 0.6645887531340122, "loss_fcos_loc": 0.471539874561131, "loss_mask": 0.6913360767066479, "loss_maskiou": 0.020536723313853145, "loss_sem_seg": 0.9931706972420216, "lr": 0.00499501, "mask_rcnn/accuracy": 0.5625121923769508, "mask_rcnn/false_negative": 0.5457355884086662, "mask_rcnn/false_positive": 0.2279700460954067, "roi_head/num_bg_samples": 82.25, "roi_head/num_fg_samples": 21.75, "time": 0.7239329293370247, "total_loss": 3.5963546394341392} {"data_time": 0.010059017688035965, "eta_seconds": 183772.7439135108, "iteration": 519, "loss_fcos_cls": 0.7909301649779081, "loss_fcos_ctr": 0.6717056897468865, "loss_fcos_loc": 0.46356367925181985, "loss_mask": 0.6911647655069828, "loss_maskiou": 0.01861558938981034, "loss_sem_seg": 1.0807379093021154, "lr": 0.00519481, "mask_rcnn/accuracy": 0.5666563099598814, "mask_rcnn/false_negative": 0.3724587451794201, "mask_rcnn/false_positive": 0.39420993843912067, "roi_head/num_bg_samples": 86.25, "roi_head/num_fg_samples": 23.5, "time": 0.6897118594497442, "total_loss": 3.694848362269113} {"data_time": 0.009496825747191906, "eta_seconds": 184213.1745481342, "iteration": 539, "loss_fcos_cls": 0.7203756738454103, "loss_fcos_ctr": 0.6627671848982573, "loss_fcos_loc": 0.4775134716182947, "loss_mask": 0.6911795325577259, "loss_maskiou": 0.019486368779325858, "loss_sem_seg": 1.0415704473853111, "lr": 0.005394610000000001, "mask_rcnn/accuracy": 0.5836520510459823, "mask_rcnn/false_negative": 0.55451181819642, "mask_rcnn/false_positive": 0.2678386015633395, "roi_head/num_bg_samples": 87.0, "roi_head/num_fg_samples": 26.25, "time": 0.717173358425498, "total_loss": 3.622571004292695} {"data_time": 0.010012232698500156, "eta_seconds": 184509.12307821866, "iteration": 559, "loss_fcos_cls": 0.7986257262527943, "loss_fcos_ctr": 0.6622978327795863, "loss_fcos_loc": 0.45374586107209325, "loss_mask": 0.6908834613859653, "loss_maskiou": 0.018716910417424515, "loss_sem_seg": 1.0252723656594753, "lr": 0.005594410000000001, "mask_rcnn/accuracy": 0.5611509275966484, "mask_rcnn/false_negative": 0.4567491602119716, "mask_rcnn/false_positive": 0.43259957748324035, "roi_head/num_bg_samples": 79.5, "roi_head/num_fg_samples": 28.25, "time": 0.7393298475071788, "total_loss": 3.6523034542624373} {"data_time": 0.009286081418395042, "eta_seconds": 184960.69307593815, "iteration": 579, "loss_fcos_cls": 0.7532329144887626, "loss_fcos_ctr": 0.6615209151059389, "loss_fcos_loc": 0.4423873747000471, "loss_mask": 0.6909664422273636, "loss_maskiou": 0.01880144461756572, "loss_sem_seg": 0.86977684404701, "lr": 0.00579421, "mask_rcnn/accuracy": 0.5628070966867444, "mask_rcnn/false_negative": 0.7065736346259867, "mask_rcnn/false_positive": 0.19942072199415967, "roi_head/num_bg_samples": 79.0, "roi_head/num_fg_samples": 27.0, "time": 0.7196038607507944, "total_loss": 3.4057504239026457} {"data_time": 0.009590167552232742, "eta_seconds": 185088.22186815832, "iteration": 599, "loss_fcos_cls": 0.7828380558639765, "loss_fcos_ctr": 0.6617282987572253, "loss_fcos_loc": 0.4443155322223902, "loss_mask": 0.6915237233042717, "loss_maskiou": 0.017641218495555222, "loss_sem_seg": 0.9989769030362368, "lr": 0.00599401, "mask_rcnn/accuracy": 0.5143293368268217, "mask_rcnn/false_negative": 0.6528975479220502, "mask_rcnn/false_positive": 0.39642014735366277, "roi_head/num_bg_samples": 78.5, "roi_head/num_fg_samples": 29.75, "time": 0.7222131108865142, "total_loss": 3.61322080847458} {"data_time": 0.010115101933479309, "eta_seconds": 185327.38159168884, "iteration": 619, "loss_fcos_cls": 0.7490497371181846, "loss_fcos_ctr": 0.6613991986960173, "loss_fcos_loc": 0.4360655655618757, "loss_mask": 0.6907631941139698, "loss_maskiou": 0.02015292734722607, "loss_sem_seg": 0.9146911520510912, "lr": 0.00619381, "mask_rcnn/accuracy": 0.5451812897290063, "mask_rcnn/false_negative": 0.4268689671600247, "mask_rcnn/false_positive": 0.5228416320719356, "roi_head/num_bg_samples": 84.0, "roi_head/num_fg_samples": 29.0, "time": 0.7342065228149295, "total_loss": 3.4873477422224823} {"data_time": 0.00892536249011755, "eta_seconds": 185715.66955691949, "iteration": 639, "loss_fcos_cls": 0.7417034786194563, "loss_fcos_ctr": 0.6601932337507606, "loss_fcos_loc": 0.4353531179949641, "loss_mask": 0.6906861364841461, "loss_maskiou": 0.01656266796635464, "loss_sem_seg": 0.9786202553659678, "lr": 0.00639361, "mask_rcnn/accuracy": 0.5856489917395529, "mask_rcnn/false_negative": 0.45404204202723464, "mask_rcnn/false_positive": 0.39540001195706775, "roi_head/num_bg_samples": 79.25, "roi_head/num_fg_samples": 29.25, "time": 0.7374880025163293, "total_loss": 3.5422510453354334} {"data_time": 0.010389139875769615, "eta_seconds": 185927.73429370206, "iteration": 659, "loss_fcos_cls": 0.7486170530319214, "loss_fcos_ctr": 0.6638215621933341, "loss_fcos_loc": 0.4447209914214909, "loss_mask": 0.6901153773069382, "loss_maskiou": 0.015843703513382934, "loss_sem_seg": 1.026242408901453, "lr": 0.006593410000000001, "mask_rcnn/accuracy": 0.590081212006079, "mask_rcnn/false_negative": 0.46502686452354647, "mask_rcnn/false_positive": 0.32517537249062534, "roi_head/num_bg_samples": 78.75, "roi_head/num_fg_samples": 29.5, "time": 0.718653367832303, "total_loss": 3.58728424498986} {"data_time": 0.010154659859836102, "eta_seconds": 186292.25739150122, "iteration": 679, "loss_fcos_cls": 0.7136649838648736, "loss_fcos_ctr": 0.6588657405227423, "loss_fcos_loc": 0.4295856533572078, "loss_mask": 0.6900259293615818, "loss_maskiou": 0.016242818033788353, "loss_sem_seg": 0.9106470197439194, "lr": 0.006793210000000001, "mask_rcnn/accuracy": 0.5551545116374309, "mask_rcnn/false_negative": 0.4725663784787232, "mask_rcnn/false_positive": 0.3223162090924063, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 30.75, "time": 0.730908477678895, "total_loss": 3.448858962903614} {"data_time": 0.00969113502651453, "eta_seconds": 186799.4728486687, "iteration": 699, "loss_fcos_cls": 0.7223828174173832, "loss_fcos_ctr": 0.6586137763224542, "loss_fcos_loc": 0.44585323659703135, "loss_mask": 0.6901656277477741, "loss_maskiou": 0.014955940132495016, "loss_sem_seg": 0.9350639823824167, "lr": 0.00699301, "mask_rcnn/accuracy": 0.5545183982683983, "mask_rcnn/false_negative": 0.7123472234543249, "mask_rcnn/false_positive": 0.21540677533457317, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 34.75, "time": 0.7350032161921263, "total_loss": 3.443483647344692} {"data_time": 0.00957498699426651, "eta_seconds": 187330.21778866556, "iteration": 719, "loss_fcos_cls": 0.6960698384791613, "loss_fcos_ctr": 0.6602598438039422, "loss_fcos_loc": 0.44723463617265224, "loss_mask": 0.6900744549930096, "loss_maskiou": 0.01587727821606677, "loss_sem_seg": 0.907657191157341, "lr": 0.00719281, "mask_rcnn/accuracy": 0.5920488263276134, "mask_rcnn/false_negative": 0.5722719315425724, "mask_rcnn/false_positive": 0.31202959638109407, "roi_head/num_bg_samples": 78.5, "roi_head/num_fg_samples": 27.5, "time": 0.7199198650196195, "total_loss": 3.4401625901664374} {"data_time": 0.009583311155438423, "eta_seconds": 187815.76399955153, "iteration": 739, "loss_fcos_cls": 0.7064531557261944, "loss_fcos_ctr": 0.6557659693062305, "loss_fcos_loc": 0.4119251826778054, "loss_mask": 0.6895245611667633, "loss_maskiou": 0.01592145158792846, "loss_sem_seg": 0.8790545519441366, "lr": 0.00739261, "mask_rcnn/accuracy": 0.5421408368311863, "mask_rcnn/false_negative": 0.5812838675746235, "mask_rcnn/false_positive": 0.37970989370976044, "roi_head/num_bg_samples": 79.0, "roi_head/num_fg_samples": 25.75, "time": 0.7367167426273227, "total_loss": 3.369084444566397} {"data_time": 0.00979577749967575, "eta_seconds": 187984.00814711116, "iteration": 759, "loss_fcos_cls": 0.7072084313258529, "loss_fcos_ctr": 0.654234582092613, "loss_fcos_loc": 0.41030546464025974, "loss_mask": 0.6883121989667416, "loss_maskiou": 0.015485992073081434, "loss_sem_seg": 0.8716062568128109, "lr": 0.007592410000000001, "mask_rcnn/accuracy": 0.5466693352098121, "mask_rcnn/false_negative": 0.5353559609491008, "mask_rcnn/false_positive": 0.3742316651412941, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.25, "time": 0.7230978356674314, "total_loss": 3.345579075583373} {"data_time": 0.009903773665428162, "eta_seconds": 188238.17752189375, "iteration": 779, "loss_fcos_cls": 0.6942277867347002, "loss_fcos_ctr": 0.6543764276430011, "loss_fcos_loc": 0.4058557664975524, "loss_mask": 0.6894046999514103, "loss_maskiou": 0.016474659991217777, "loss_sem_seg": 0.9643387272953987, "lr": 0.007792210000000001, "mask_rcnn/accuracy": 0.5541342783968368, "mask_rcnn/false_negative": 0.331581386459627, "mask_rcnn/false_positive": 0.538175400994398, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7408653069287539, "total_loss": 3.4403884099738207} {"data_time": 0.010229452513158321, "eta_seconds": 188321.09742856305, "iteration": 799, "loss_fcos_cls": 0.7014971170574427, "loss_fcos_ctr": 0.6558987712487578, "loss_fcos_loc": 0.41275819670408964, "loss_mask": 0.6889770962297916, "loss_maskiou": 0.017155419307528064, "loss_sem_seg": 0.9183795005083084, "lr": 0.00799201, "mask_rcnn/accuracy": 0.5799482617722413, "mask_rcnn/false_negative": 0.38535013022747944, "mask_rcnn/false_positive": 0.4797156483342425, "roi_head/num_bg_samples": 79.25, "roi_head/num_fg_samples": 27.75, "time": 0.7463570227846503, "total_loss": 3.4231410317588598} {"data_time": 0.009337153285741806, "eta_seconds": 188630.8858284708, "iteration": 819, "loss_fcos_cls": 0.7019440191797912, "loss_fcos_ctr": 0.6546188425272703, "loss_fcos_loc": 0.4121173988096416, "loss_mask": 0.6875692568719387, "loss_maskiou": 0.01646775915287435, "loss_sem_seg": 0.8488872945308685, "lr": 0.008191809999999999, "mask_rcnn/accuracy": 0.5436470258835242, "mask_rcnn/false_negative": 0.3291808584250096, "mask_rcnn/false_positive": 0.659618131688744, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 33.25, "time": 0.7317007435485721, "total_loss": 3.323423054331215} {"data_time": 0.008899467065930367, "eta_seconds": 189088.90556365997, "iteration": 839, "loss_fcos_cls": 0.6960174618288875, "loss_fcos_ctr": 0.6576216947287321, "loss_fcos_loc": 0.4162996280938387, "loss_mask": 0.6872647181153297, "loss_maskiou": 0.01798268998390995, "loss_sem_seg": 0.8195584490895271, "lr": 0.008391609999999999, "mask_rcnn/accuracy": 0.5978023418980409, "mask_rcnn/false_negative": 0.44872624068079014, "mask_rcnn/false_positive": 0.40750382615518865, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 38.5, "time": 0.7330433279275894, "total_loss": 3.297588025277946} {"data_time": 0.010362903587520123, "eta_seconds": 189646.84903033543, "iteration": 859, "loss_fcos_cls": 0.704649674706161, "loss_fcos_ctr": 0.6512474650517106, "loss_fcos_loc": 0.40461970306932926, "loss_mask": 0.6869557946920395, "loss_maskiou": 0.01705168970511295, "loss_sem_seg": 0.8345213793218136, "lr": 0.008591409999999999, "mask_rcnn/accuracy": 0.5875727264590047, "mask_rcnn/false_negative": 0.38593266091779066, "mask_rcnn/false_positive": 0.4104197710953274, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.0, "time": 0.7496923916041851, "total_loss": 3.2931688497774303} {"data_time": 0.010241957381367683, "eta_seconds": 189791.13296981715, "iteration": 879, "loss_fcos_cls": 0.6923099544364959, "loss_fcos_ctr": 0.6546117113903165, "loss_fcos_loc": 0.4090467165224254, "loss_mask": 0.6856892704963684, "loss_maskiou": 0.01728829608327942, "loss_sem_seg": 0.8998137377202511, "lr": 0.00879121, "mask_rcnn/accuracy": 0.610556086578552, "mask_rcnn/false_negative": 0.2937455449677772, "mask_rcnn/false_positive": 0.5611464534738548, "roi_head/num_bg_samples": 78.0, "roi_head/num_fg_samples": 36.75, "time": 0.7356802318245173, "total_loss": 3.329746374860406} {"data_time": 0.01064598560333252, "eta_seconds": 190253.10689255781, "iteration": 899, "loss_fcos_cls": 0.6582111651077867, "loss_fcos_ctr": 0.6536550745368004, "loss_fcos_loc": 0.3902014377526939, "loss_mask": 0.6853710077702999, "loss_maskiou": 0.026745827519334853, "loss_sem_seg": 0.7844829875975847, "lr": 0.00899101, "mask_rcnn/accuracy": 0.6540165333128581, "mask_rcnn/false_negative": 0.14610218845261386, "mask_rcnn/false_positive": 0.5615076262018484, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.5, "time": 0.7360235890373588, "total_loss": 3.187485885224305} {"data_time": 0.008861036971211433, "eta_seconds": 190451.12647451833, "iteration": 919, "loss_fcos_cls": 0.6616996536031365, "loss_fcos_ctr": 0.6498219966888428, "loss_fcos_loc": 0.3916522031649947, "loss_mask": 0.6840459033846855, "loss_maskiou": 0.013659824355272576, "loss_sem_seg": 0.8543756725266576, "lr": 0.00919081, "mask_rcnn/accuracy": 0.6297954776422764, "mask_rcnn/false_negative": 0.11660863106049467, "mask_rcnn/false_positive": 0.6759786158936092, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.5, "time": 0.748571171425283, "total_loss": 3.270352682666271} {"data_time": 0.009780805557966232, "eta_seconds": 190696.40546553768, "iteration": 939, "loss_fcos_cls": 0.6584880626760423, "loss_fcos_ctr": 0.6522447029128671, "loss_fcos_loc": 0.40036775916814804, "loss_mask": 0.6852077916264534, "loss_maskiou": 0.012936921979417093, "loss_sem_seg": 0.8324760682880878, "lr": 0.009390609999999999, "mask_rcnn/accuracy": 0.625929920881396, "mask_rcnn/false_negative": 0.08129804069975907, "mask_rcnn/false_positive": 0.752358102047222, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.25, "time": 0.7506770566105843, "total_loss": 3.2709193785558455} {"data_time": 0.010877599939703941, "eta_seconds": 190899.36622671597, "iteration": 959, "loss_fcos_cls": 0.6728831133805215, "loss_fcos_ctr": 0.6524626966565847, "loss_fcos_loc": 0.3825429789721966, "loss_mask": 0.6833105236291885, "loss_maskiou": 0.012499167234636843, "loss_sem_seg": 0.854724133387208, "lr": 0.009590409999999999, "mask_rcnn/accuracy": 0.6392987677527151, "mask_rcnn/false_negative": 0.09597111425907001, "mask_rcnn/false_positive": 0.6566594578406614, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.5, "time": 0.7385540828108788, "total_loss": 3.2310595806047786} {"data_time": 0.009705512784421444, "eta_seconds": 190962.78379922453, "iteration": 979, "loss_fcos_cls": 0.681881308555603, "loss_fcos_ctr": 0.6561028230935335, "loss_fcos_loc": 0.3981788787059486, "loss_mask": 0.682520467787981, "loss_maskiou": 0.013210782766691409, "loss_sem_seg": 0.7717034351080656, "lr": 0.00979021, "mask_rcnn/accuracy": 0.5818032706619662, "mask_rcnn/false_negative": 0.11203313926306885, "mask_rcnn/false_positive": 0.6648156824540633, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.0, "time": 0.7466216683387756, "total_loss": 3.2150516378314933} {"data_time": 0.010054955258965492, "eta_seconds": 191089.454088212, "iteration": 999, "loss_fcos_cls": 0.6510222377255559, "loss_fcos_ctr": 0.6610619714483619, "loss_fcos_loc": 0.39654978550970554, "loss_mask": 0.6820000298321247, "loss_maskiou": 0.011770309618441388, "loss_sem_seg": 0.8705075830221176, "lr": 0.00999001, "mask_rcnn/accuracy": 0.6435184096680147, "mask_rcnn/false_negative": 0.12572384204014977, "mask_rcnn/false_positive": 0.6421692541729405, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 44.75, "time": 0.744213561527431, "total_loss": 3.2751301324315136} {"data_time": 0.010179279372096062, "eta_seconds": 191684.97238481138, "iteration": 1019, "loss_fcos_cls": 0.6559445760212839, "loss_fcos_ctr": 0.6510197529569268, "loss_fcos_loc": 0.37863493198528886, "loss_mask": 0.6810044422745705, "loss_maskiou": 0.015200599853415042, "loss_sem_seg": 0.8019901867955923, "lr": 0.01, "mask_rcnn/accuracy": 0.6521354468416716, "mask_rcnn/false_negative": 0.10362734708897695, "mask_rcnn/false_positive": 0.6904466726016856, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.7556962938979268, "total_loss": 3.159803071001079} {"data_time": 0.010096864774823189, "eta_seconds": 192137.18517077435, "iteration": 1039, "loss_fcos_cls": 0.6376783521845937, "loss_fcos_ctr": 0.6535859266296029, "loss_fcos_loc": 0.3901973105967045, "loss_mask": 0.6802691146731377, "loss_maskiou": 0.011406811507185921, "loss_sem_seg": 0.7249229829758406, "lr": 0.01, "mask_rcnn/accuracy": 0.6595512750462884, "mask_rcnn/false_negative": 0.11245760026995935, "mask_rcnn/false_positive": 0.5915369227002364, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.5, "time": 0.7489163717254996, "total_loss": 3.089000581006985} {"data_time": 0.01005314476788044, "eta_seconds": 192669.3492532801, "iteration": 1059, "loss_fcos_cls": 0.6570139257237315, "loss_fcos_ctr": 0.6522477376274765, "loss_fcos_loc": 0.37461199378594756, "loss_mask": 0.6808736957609653, "loss_maskiou": 0.011000536644132808, "loss_sem_seg": 0.7430592169985175, "lr": 0.01, "mask_rcnn/accuracy": 0.6008286293240701, "mask_rcnn/false_negative": 0.16483852887900313, "mask_rcnn/false_positive": 0.595846901429079, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.0, "time": 0.7606044337153435, "total_loss": 3.175374269252643} {"data_time": 0.00978230033069849, "eta_seconds": 193339.3160143746, "iteration": 1079, "loss_fcos_cls": 0.6294087413698435, "loss_fcos_ctr": 0.6548935025930405, "loss_fcos_loc": 0.37779565737582743, "loss_mask": 0.6764623560011387, "loss_maskiou": 0.01054361360729672, "loss_sem_seg": 0.7738028634339571, "lr": 0.01, "mask_rcnn/accuracy": 0.660817911251806, "mask_rcnn/false_negative": 0.0977026741386332, "mask_rcnn/false_positive": 0.6794217051919187, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 39.0, "time": 0.7525471784174442, "total_loss": 3.102632662456017} {"data_time": 0.009229380637407303, "eta_seconds": 193857.20312485937, "iteration": 1099, "loss_fcos_cls": 0.6086613782681525, "loss_fcos_ctr": 0.6490352447144687, "loss_fcos_loc": 0.37491998076438904, "loss_mask": 0.6758355349302292, "loss_maskiou": 0.01085002621402964, "loss_sem_seg": 0.7176873553544283, "lr": 0.01, "mask_rcnn/accuracy": 0.6379480231657373, "mask_rcnn/false_negative": 0.10713528138528139, "mask_rcnn/false_positive": 0.6846696718476986, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 37.0, "time": 0.7538591492921114, "total_loss": 3.030587205739721} {"data_time": 0.0095530329272151, "eta_seconds": 194349.75621079188, "iteration": 1119, "loss_fcos_cls": 0.656598562374711, "loss_fcos_ctr": 0.6529432004317641, "loss_fcos_loc": 0.37647950230166316, "loss_mask": 0.6730695813894272, "loss_maskiou": 0.011187339696334675, "loss_sem_seg": 0.7793510807678103, "lr": 0.01, "mask_rcnn/accuracy": 0.637727898910324, "mask_rcnn/false_negative": 0.12474200138015035, "mask_rcnn/false_positive": 0.6116204797759085, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7549580587074161, "total_loss": 3.122376395825995} {"data_time": 0.010441567748785019, "eta_seconds": 194750.91408941522, "iteration": 1139, "loss_fcos_cls": 0.6775003485381603, "loss_fcos_ctr": 0.6490297708660364, "loss_fcos_loc": 0.3714099407661706, "loss_mask": 0.6741263121366501, "loss_maskiou": 0.011305970736430027, "loss_sem_seg": 0.8440177235752344, "lr": 0.01, "mask_rcnn/accuracy": 0.6642496426762194, "mask_rcnn/false_negative": 0.18903071540441788, "mask_rcnn/false_positive": 0.4970519257354663, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7580001149326563, "total_loss": 3.203387030342128} {"data_time": 0.009968545287847519, "eta_seconds": 194876.96423070226, "iteration": 1159, "loss_fcos_cls": 0.6541463481262326, "loss_fcos_ctr": 0.6508099297061563, "loss_fcos_loc": 0.3687811344861984, "loss_mask": 0.6680027320981026, "loss_maskiou": 0.012606191157829016, "loss_sem_seg": 0.7757829334586859, "lr": 0.01, "mask_rcnn/accuracy": 0.6354803171268507, "mask_rcnn/false_negative": 0.12404518528057848, "mask_rcnn/false_positive": 0.6435206396997233, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.25, "time": 0.7327447440475225, "total_loss": 3.164705439005047} {"data_time": 0.009771611541509628, "eta_seconds": 195095.1819289131, "iteration": 1179, "loss_fcos_cls": 0.6207253178581595, "loss_fcos_ctr": 0.6527371639385819, "loss_fcos_loc": 0.36837783362716436, "loss_mask": 0.6701333485543728, "loss_maskiou": 0.010724811814725399, "loss_sem_seg": 0.735943422652781, "lr": 0.01, "mask_rcnn/accuracy": 0.6464614066186006, "mask_rcnn/false_negative": 0.07045097113319532, "mask_rcnn/false_positive": 0.7725091613640731, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 43.25, "time": 0.7422927180305123, "total_loss": 3.056651686754776} {"data_time": 0.010151923634111881, "eta_seconds": 195354.55601547752, "iteration": 1199, "loss_fcos_cls": 0.6114433240145445, "loss_fcos_ctr": 0.6480524623766541, "loss_fcos_loc": 0.3589832875877619, "loss_mask": 0.6684575602412224, "loss_maskiou": 0.011134119558846578, "loss_sem_seg": 0.6661805082112551, "lr": 0.01, "mask_rcnn/accuracy": 0.6298873764120148, "mask_rcnn/false_negative": 0.14220290727993218, "mask_rcnn/false_positive": 0.556861716128487, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.25, "time": 0.7655971553176641, "total_loss": 2.9576793152082246} {"data_time": 0.010224727913737297, "eta_seconds": 195624.09496522043, "iteration": 1219, "loss_fcos_cls": 0.5781890414655209, "loss_fcos_ctr": 0.6466782921925187, "loss_fcos_loc": 0.3487406284548342, "loss_mask": 0.6591870673000813, "loss_maskiou": 0.008924332854803652, "loss_sem_seg": 0.7064734799787402, "lr": 0.01, "mask_rcnn/accuracy": 0.6541852903133084, "mask_rcnn/false_negative": 0.10427631853257088, "mask_rcnn/false_positive": 0.5794848352322912, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 46.0, "time": 0.750305462628603, "total_loss": 2.9336162361578317} {"data_time": 0.009663400240242481, "eta_seconds": 195924.00472770073, "iteration": 1239, "loss_fcos_cls": 0.6167471804656088, "loss_fcos_ctr": 0.6487431852146983, "loss_fcos_loc": 0.37175634456798434, "loss_mask": 0.665450893342495, "loss_maskiou": 0.010483668185770512, "loss_sem_seg": 0.7761127837002277, "lr": 0.01, "mask_rcnn/accuracy": 0.6594838747091825, "mask_rcnn/false_negative": 0.10359978196089656, "mask_rcnn/false_positive": 0.6334393745959493, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 41.0, "time": 0.7434020880609751, "total_loss": 3.1252339056227356} {"data_time": 0.008890748955309391, "eta_seconds": 196321.5655149836, "iteration": 1259, "loss_fcos_cls": 0.5999013157561421, "loss_fcos_ctr": 0.6481585772708058, "loss_fcos_loc": 0.36069242004305124, "loss_mask": 0.6602369844913483, "loss_maskiou": 0.011072028806665912, "loss_sem_seg": 0.7204501274973154, "lr": 0.01, "mask_rcnn/accuracy": 0.6503181178881082, "mask_rcnn/false_negative": 0.16369234936367227, "mask_rcnn/false_positive": 0.547650116897635, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 40.5, "time": 0.7481865640729666, "total_loss": 3.0390324218024034} {"data_time": 0.009476907551288605, "eta_seconds": 196530.56065293588, "iteration": 1279, "loss_fcos_cls": 0.5892299422994256, "loss_fcos_ctr": 0.6497699050232768, "loss_fcos_loc": 0.3591194460168481, "loss_mask": 0.6608771719038486, "loss_maskiou": 0.010803393539390527, "loss_sem_seg": 0.8085951209068298, "lr": 0.01, "mask_rcnn/accuracy": 0.6692804306188495, "mask_rcnn/false_negative": 0.14635831208504557, "mask_rcnn/false_positive": 0.5472931549275089, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.25, "time": 0.7460871720686555, "total_loss": 3.056406866235193} {"data_time": 0.009333617053925991, "eta_seconds": 196811.4085479062, "iteration": 1299, "loss_fcos_cls": 0.5793324466794729, "loss_fcos_ctr": 0.6483941879123449, "loss_fcos_loc": 0.3695883974432945, "loss_mask": 0.6578029319643974, "loss_maskiou": 0.009362766053527594, "loss_sem_seg": 0.7285254914313555, "lr": 0.01, "mask_rcnn/accuracy": 0.6451798817440298, "mask_rcnn/false_negative": 0.109702573386142, "mask_rcnn/false_positive": 0.6286870086113441, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.25, "time": 0.7421727143228054, "total_loss": 2.985643080115551} {"data_time": 0.01023951917886734, "eta_seconds": 197158.13019853085, "iteration": 1319, "loss_fcos_cls": 0.5941337370313704, "loss_fcos_ctr": 0.64508265722543, "loss_fcos_loc": 0.3599330931901932, "loss_mask": 0.6548363640904427, "loss_maskiou": 0.009483870351687074, "loss_sem_seg": 0.7611850053071976, "lr": 0.01, "mask_rcnn/accuracy": 0.6479110710088971, "mask_rcnn/false_negative": 0.21985748790356585, "mask_rcnn/false_positive": 0.5081804587572432, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 35.75, "time": 0.7433170499280095, "total_loss": 2.9858530076162424} {"data_time": 0.010495341382920742, "eta_seconds": 197406.32262867969, "iteration": 1339, "loss_fcos_cls": 0.6101062577217817, "loss_fcos_ctr": 0.6480207690037787, "loss_fcos_loc": 0.35790575738064945, "loss_mask": 0.6483441144227982, "loss_maskiou": 0.00946311536245048, "loss_sem_seg": 0.718282482586801, "lr": 0.01, "mask_rcnn/accuracy": 0.6884589308696452, "mask_rcnn/false_negative": 0.16737816493329577, "mask_rcnn/false_positive": 0.5394391439029822, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7479208456352353, "total_loss": 3.007912542030681} {"data_time": 0.00914778746664524, "eta_seconds": 197593.95211297274, "iteration": 1359, "loss_fcos_cls": 0.6106691593304276, "loss_fcos_ctr": 0.6463255425915122, "loss_fcos_loc": 0.3503483012318611, "loss_mask": 0.6458161026239395, "loss_maskiou": 0.010459800469106995, "loss_sem_seg": 0.6847032308578491, "lr": 0.01, "mask_rcnn/accuracy": 0.7019407133668523, "mask_rcnn/false_negative": 0.13040365539081425, "mask_rcnn/false_positive": 0.4682292050213166, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.5, "time": 0.7450967906042933, "total_loss": 2.9282391698507126} {"data_time": 0.009811966679990292, "eta_seconds": 198001.4878877541, "iteration": 1379, "loss_fcos_cls": 0.6068211663514376, "loss_fcos_ctr": 0.6466376129537821, "loss_fcos_loc": 0.3568294974975288, "loss_mask": 0.6453238986432552, "loss_maskiou": 0.011515837599290535, "loss_sem_seg": 0.6532239643856883, "lr": 0.01, "mask_rcnn/accuracy": 0.6634807572875067, "mask_rcnn/false_negative": 0.18970964758323844, "mask_rcnn/false_positive": 0.4766870713330812, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 40.75, "time": 0.7585425972938538, "total_loss": 2.9395421158114914} {"data_time": 0.009395758621394634, "eta_seconds": 198163.37442674674, "iteration": 1399, "loss_fcos_cls": 0.6101324940100312, "loss_fcos_ctr": 0.6466017430648208, "loss_fcos_loc": 0.3610834782011807, "loss_mask": 0.6376799792051315, "loss_maskiou": 0.009825873261434026, "loss_sem_seg": 0.6245384523645043, "lr": 0.01, "mask_rcnn/accuracy": 0.6968171114599686, "mask_rcnn/false_negative": 0.1738643364506373, "mask_rcnn/false_positive": 0.4214030120026788, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.25, "time": 0.7439556447789073, "total_loss": 2.90723289539892} {"data_time": 0.00999400857836008, "eta_seconds": 198323.08249598835, "iteration": 1419, "loss_fcos_cls": 0.5588098149746656, "loss_fcos_ctr": 0.6473961425945163, "loss_fcos_loc": 0.367351352237165, "loss_mask": 0.6318383477628231, "loss_maskiou": 0.009202034489135258, "loss_sem_seg": 0.7195696923881769, "lr": 0.01, "mask_rcnn/accuracy": 0.6996392581155269, "mask_rcnn/false_negative": 0.1303579593506186, "mask_rcnn/false_positive": 0.4512385330951456, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.5, "time": 0.7532225931063294, "total_loss": 2.916873208247125} {"data_time": 0.010403400287032127, "eta_seconds": 198599.93310493883, "iteration": 1439, "loss_fcos_cls": 0.5982846789993346, "loss_fcos_ctr": 0.6472201868891716, "loss_fcos_loc": 0.3473456078208983, "loss_mask": 0.630195751786232, "loss_maskiou": 0.010901930450927466, "loss_sem_seg": 0.6010791379958391, "lr": 0.01, "mask_rcnn/accuracy": 0.6698176816388656, "mask_rcnn/false_negative": 0.18849086016836775, "mask_rcnn/false_positive": 0.43331725397235155, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.0, "time": 0.7376165427267551, "total_loss": 2.868455948715564} {"data_time": 0.010070065036416054, "eta_seconds": 199105.4414154496, "iteration": 1459, "loss_fcos_cls": 0.5591100696474314, "loss_fcos_ctr": 0.6509463982656598, "loss_fcos_loc": 0.3612948260270059, "loss_mask": 0.6300225332379341, "loss_maskiou": 0.009782264067325741, "loss_sem_seg": 0.6788077093660831, "lr": 0.01, "mask_rcnn/accuracy": 0.7119947869861241, "mask_rcnn/false_negative": 0.17323868205857523, "mask_rcnn/false_positive": 0.5291963266792447, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.5, "time": 0.7632516250014305, "total_loss": 2.872982229833724} {"data_time": 0.009886649437248707, "eta_seconds": 199420.26350283343, "iteration": 1479, "loss_fcos_cls": 0.5834777690470219, "loss_fcos_ctr": 0.6478668814525008, "loss_fcos_loc": 0.3553436058573425, "loss_mask": 0.6262366697192192, "loss_maskiou": 0.010216423761448823, "loss_sem_seg": 0.6862620525062084, "lr": 0.01, "mask_rcnn/accuracy": 0.6735391234328366, "mask_rcnn/false_negative": 0.20375642960081586, "mask_rcnn/false_positive": 0.39202501736304574, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.25, "time": 0.7511178581044078, "total_loss": 2.933756012673257} {"data_time": 0.008990287780761719, "eta_seconds": 199599.48214379232, "iteration": 1499, "loss_fcos_cls": 0.5960148768499494, "loss_fcos_ctr": 0.645637325476855, "loss_fcos_loc": 0.34578424866776913, "loss_mask": 0.6229612454771996, "loss_maskiou": 0.010579920402960852, "loss_sem_seg": 0.6786286141723394, "lr": 0.01, "mask_rcnn/accuracy": 0.7365221088435374, "mask_rcnn/false_negative": 0.1507093850134773, "mask_rcnn/false_positive": 0.3614192634428682, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 41.25, "time": 0.7698351442813873, "total_loss": 2.9070160610099265} {"data_time": 0.00908124540001154, "eta_seconds": 199604.7911264412, "iteration": 1519, "loss_fcos_cls": 0.582328132353723, "loss_fcos_ctr": 0.6449061771854758, "loss_fcos_loc": 0.3394951829686761, "loss_mask": 0.6301328837871552, "loss_maskiou": 0.01029690119321458, "loss_sem_seg": 0.6531993057578802, "lr": 0.01, "mask_rcnn/accuracy": 0.6882362756930729, "mask_rcnn/false_negative": 0.16500519393371982, "mask_rcnn/false_positive": 0.44060793693913525, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.0, "time": 0.7388260010629892, "total_loss": 2.907036541349953} {"data_time": 0.009853833355009556, "eta_seconds": 199840.6222874578, "iteration": 1539, "loss_fcos_cls": 0.5587724316865206, "loss_fcos_ctr": 0.6426482256501913, "loss_fcos_loc": 0.349137828219682, "loss_mask": 0.6203605271875858, "loss_maskiou": 0.010167484055273235, "loss_sem_seg": 0.6714905239641666, "lr": 0.01, "mask_rcnn/accuracy": 0.7022833000374138, "mask_rcnn/false_negative": 0.11815045258180545, "mask_rcnn/false_positive": 0.50755669595333, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.75, "time": 0.7520473413169384, "total_loss": 2.8680450857555115} {"data_time": 0.009246091358363628, "eta_seconds": 199901.72373691667, "iteration": 1559, "loss_fcos_cls": 0.5667023439891636, "loss_fcos_ctr": 0.642586232163012, "loss_fcos_loc": 0.34337807609699667, "loss_mask": 0.6070701275020838, "loss_maskiou": 0.009467269614106044, "loss_sem_seg": 0.6399030517786741, "lr": 0.01, "mask_rcnn/accuracy": 0.7168263682533452, "mask_rcnn/false_negative": 0.18318293106747213, "mask_rcnn/false_positive": 0.3757285546162189, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.762402237392962, "total_loss": 2.7903764467628207} {"data_time": 0.010252785868942738, "eta_seconds": 199919.58569140173, "iteration": 1579, "loss_fcos_cls": 0.5740637762937695, "loss_fcos_ctr": 0.6438396042212844, "loss_fcos_loc": 0.34236332052387297, "loss_mask": 0.6166674941778183, "loss_maskiou": 0.010744773506303318, "loss_sem_seg": 0.6859402190893888, "lr": 0.01, "mask_rcnn/accuracy": 0.6938634652639252, "mask_rcnn/false_negative": 0.1852542233269851, "mask_rcnn/false_positive": 0.4450634949048269, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.5, "time": 0.7476143781095743, "total_loss": 2.9006422972352084} {"data_time": 0.010250972583889961, "eta_seconds": 199891.57840251736, "iteration": 1599, "loss_fcos_cls": 0.5819193958304822, "loss_fcos_ctr": 0.6471570236608386, "loss_fcos_loc": 0.3526262594386935, "loss_mask": 0.615208525210619, "loss_maskiou": 0.010511035419767722, "loss_sem_seg": 0.6782780550420284, "lr": 0.01, "mask_rcnn/accuracy": 0.7145432692307692, "mask_rcnn/false_negative": 0.13783045200359992, "mask_rcnn/false_positive": 0.46094508372436804, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.741491855122149, "total_loss": 2.883265965327155} {"data_time": 0.009647591970860958, "eta_seconds": 199889.79374730028, "iteration": 1619, "loss_fcos_cls": 0.5659020775929093, "loss_fcos_ctr": 0.6438767602667212, "loss_fcos_loc": 0.34286544658243656, "loss_mask": 0.6073546372354031, "loss_maskiou": 0.009365488789626397, "loss_sem_seg": 0.7011934285983443, "lr": 0.01, "mask_rcnn/accuracy": 0.6926201415579494, "mask_rcnn/false_negative": 0.2869978476276145, "mask_rcnn/false_positive": 0.33235089109217264, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.5, "time": 0.7185026500374079, "total_loss": 2.8895256565592717} {"data_time": 0.00962730310857296, "eta_seconds": 199914.54627488554, "iteration": 1639, "loss_fcos_cls": 0.5708824135363102, "loss_fcos_ctr": 0.6418194798752666, "loss_fcos_loc": 0.3364733294583857, "loss_mask": 0.6094803139567375, "loss_maskiou": 0.008919014333514497, "loss_sem_seg": 0.6814698930829763, "lr": 0.01, "mask_rcnn/accuracy": 0.7131119618944295, "mask_rcnn/false_negative": 0.1648855407539631, "mask_rcnn/false_positive": 0.3909609045398286, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 40.5, "time": 0.7553824977949262, "total_loss": 2.841817073771381} {"data_time": 0.009949552826583385, "eta_seconds": 199954.41956815682, "iteration": 1659, "loss_fcos_cls": 0.5580873964354396, "loss_fcos_ctr": 0.6421309662982821, "loss_fcos_loc": 0.3465083581395447, "loss_mask": 0.6083747893571854, "loss_maskiou": 0.011823207547422498, "loss_sem_seg": 0.6421304410323501, "lr": 0.01, "mask_rcnn/accuracy": 0.723180224743895, "mask_rcnn/false_negative": 0.15558458040842799, "mask_rcnn/false_positive": 0.39639082842565965, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.5, "time": 0.7449105773121119, "total_loss": 2.7838577673683176} {"data_time": 0.00960918515920639, "eta_seconds": 200124.46766552888, "iteration": 1679, "loss_fcos_cls": 0.5400179009884596, "loss_fcos_ctr": 0.6430980553850532, "loss_fcos_loc": 0.33805775502696633, "loss_mask": 0.603948924690485, "loss_maskiou": 0.010452526272274554, "loss_sem_seg": 0.625241101719439, "lr": 0.01, "mask_rcnn/accuracy": 0.7157671662414966, "mask_rcnn/false_negative": 0.19185204933537486, "mask_rcnn/false_positive": 0.36455564515674144, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7544313818216324, "total_loss": 2.7698896740330383} {"data_time": 0.009842025116086006, "eta_seconds": 200330.92393192463, "iteration": 1699, "loss_fcos_cls": 0.5597012611106038, "loss_fcos_ctr": 0.6459824191406369, "loss_fcos_loc": 0.33444411866366863, "loss_mask": 0.6054871007800102, "loss_maskiou": 0.010569060788839124, "loss_sem_seg": 0.6191718466579914, "lr": 0.01, "mask_rcnn/accuracy": 0.734630289065773, "mask_rcnn/false_negative": 0.12668024078723608, "mask_rcnn/false_positive": 0.45549705714280136, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.75, "time": 0.7582413898780942, "total_loss": 2.7566045212879544} {"data_time": 0.009664352051913738, "eta_seconds": 200603.8763921298, "iteration": 1719, "loss_fcos_cls": 0.5686582205817103, "loss_fcos_ctr": 0.644879212602973, "loss_fcos_loc": 0.35446456307545304, "loss_mask": 0.5975693538784981, "loss_maskiou": 0.010213634130195715, "loss_sem_seg": 0.666028868407011, "lr": 0.01, "mask_rcnn/accuracy": 0.7508991652839112, "mask_rcnn/false_negative": 0.14122298090646213, "mask_rcnn/false_positive": 0.38601340322648325, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 42.75, "time": 0.7605964625254273, "total_loss": 2.7973393589782063} {"data_time": 0.00916824396699667, "eta_seconds": 200663.29126956686, "iteration": 1739, "loss_fcos_cls": 0.5465238178148866, "loss_fcos_ctr": 0.6453915257006884, "loss_fcos_loc": 0.33760797837749124, "loss_mask": 0.5943662002682686, "loss_maskiou": 0.010610950077534653, "loss_sem_seg": 0.6877869283780456, "lr": 0.01, "mask_rcnn/accuracy": 0.7135505243764172, "mask_rcnn/false_negative": 0.17389066715514057, "mask_rcnn/false_positive": 0.38713507428021554, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.75, "time": 0.7399503961205482, "total_loss": 2.848814921628218} {"data_time": 0.010279766283929348, "eta_seconds": 200683.7098194342, "iteration": 1759, "loss_fcos_cls": 0.5537700159475207, "loss_fcos_ctr": 0.6463348465040326, "loss_fcos_loc": 0.33678219886496663, "loss_mask": 0.5990147590637207, "loss_maskiou": 0.009469380107475445, "loss_sem_seg": 0.674760052934289, "lr": 0.01, "mask_rcnn/accuracy": 0.7354543864005779, "mask_rcnn/false_negative": 0.15927205758925211, "mask_rcnn/false_positive": 0.4471052325049947, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.25, "time": 0.7378954896703362, "total_loss": 2.8267284456669586} {"data_time": 0.010846968740224838, "eta_seconds": 200764.62796697114, "iteration": 1779, "loss_fcos_cls": 0.5676164291799068, "loss_fcos_ctr": 0.6423912812024355, "loss_fcos_loc": 0.33673606161028147, "loss_mask": 0.5935431346297264, "loss_maskiou": 0.009849599111475982, "loss_sem_seg": 0.6246367748826742, "lr": 0.01, "mask_rcnn/accuracy": 0.7449191197216214, "mask_rcnn/false_negative": 0.15362154310704537, "mask_rcnn/false_positive": 0.3485438623390914, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.5, "time": 0.7572633046656847, "total_loss": 2.7779874734260375} {"data_time": 0.009446726180613041, "eta_seconds": 200717.00741916988, "iteration": 1799, "loss_fcos_cls": 0.5672841807827353, "loss_fcos_ctr": 0.6421164693310857, "loss_fcos_loc": 0.3361736279912293, "loss_mask": 0.5964988544583321, "loss_maskiou": 0.009076854592422023, "loss_sem_seg": 0.6276285964995623, "lr": 0.01, "mask_rcnn/accuracy": 0.6977501723391635, "mask_rcnn/false_negative": 0.1968203042518907, "mask_rcnn/false_positive": 0.3629365612648221, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.75, "time": 0.733276566490531, "total_loss": 2.7549087882071035} {"data_time": 0.01032684464007616, "eta_seconds": 200760.68037426658, "iteration": 1819, "loss_fcos_cls": 0.5328338607214391, "loss_fcos_ctr": 0.6454012375324965, "loss_fcos_loc": 0.3415038282983005, "loss_mask": 0.5865484364330769, "loss_maskiou": 0.009227214875863865, "loss_sem_seg": 0.6298590153455734, "lr": 0.01, "mask_rcnn/accuracy": 0.7295620292907815, "mask_rcnn/false_negative": 0.21285113247574006, "mask_rcnn/false_positive": 0.3220102291656197, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 42.0, "time": 0.7587456675246358, "total_loss": 2.7761784959293436} {"data_time": 0.009521815925836563, "eta_seconds": 200820.31074198056, "iteration": 1839, "loss_fcos_cls": 0.5444126054644585, "loss_fcos_ctr": 0.6456020176410675, "loss_fcos_loc": 0.3404885781928897, "loss_mask": 0.5891869626939297, "loss_maskiou": 0.009670282553997822, "loss_sem_seg": 0.6347733261063695, "lr": 0.01, "mask_rcnn/accuracy": 0.7366640440143448, "mask_rcnn/false_negative": 0.15997908567805652, "mask_rcnn/false_positive": 0.36792080481990874, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.75, "time": 0.7513365056365728, "total_loss": 2.7718931453709956} {"data_time": 0.009279150515794754, "eta_seconds": 200852.62396748364, "iteration": 1859, "loss_fcos_cls": 0.515795377548784, "loss_fcos_ctr": 0.6395237757824361, "loss_fcos_loc": 0.3256819504313171, "loss_mask": 0.5753439739346504, "loss_maskiou": 0.008913308163755573, "loss_sem_seg": 0.5814944310113788, "lr": 0.01, "mask_rcnn/accuracy": 0.7386801829530548, "mask_rcnn/false_negative": 0.1457442118029387, "mask_rcnn/false_positive": 0.33184706791644847, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 42.5, "time": 0.759751777164638, "total_loss": 2.643185604378232} {"data_time": 0.00925301294773817, "eta_seconds": 200978.47492775042, "iteration": 1879, "loss_fcos_cls": 0.5351036265492439, "loss_fcos_ctr": 0.6390217961743474, "loss_fcos_loc": 0.3219634888228029, "loss_mask": 0.5876966156065464, "loss_maskiou": 0.009986243618186563, "loss_sem_seg": 0.6272415658459067, "lr": 0.01, "mask_rcnn/accuracy": 0.7299172922494619, "mask_rcnn/false_negative": 0.16876190528534762, "mask_rcnn/false_positive": 0.34813671401548496, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.25, "time": 0.7705111298710108, "total_loss": 2.7182653109630337} {"data_time": 0.010300098918378353, "eta_seconds": 200930.64052407257, "iteration": 1899, "loss_fcos_cls": 0.5351685616187751, "loss_fcos_ctr": 0.6402809252031147, "loss_fcos_loc": 0.3361027962528169, "loss_mask": 0.5951062217354774, "loss_maskiou": 0.012044724251609296, "loss_sem_seg": 0.5933007672429085, "lr": 0.01, "mask_rcnn/accuracy": 0.6761278529026786, "mask_rcnn/false_negative": 0.17138612557004088, "mask_rcnn/false_positive": 0.42897289143008854, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 40.25, "time": 0.7426271243020892, "total_loss": 2.710962397271942} {"data_time": 0.009660442359745502, "eta_seconds": 200894.73500459455, "iteration": 1919, "loss_fcos_cls": 0.5373078631237149, "loss_fcos_ctr": 0.6397012574598193, "loss_fcos_loc": 0.3343718498945236, "loss_mask": 0.5818435959517956, "loss_maskiou": 0.010173108108574525, "loss_sem_seg": 0.6120616234838963, "lr": 0.01, "mask_rcnn/accuracy": 0.6936813186813187, "mask_rcnn/false_negative": 0.17811445937544695, "mask_rcnn/false_positive": 0.39384296590335655, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 45.25, "time": 0.7342009227722883, "total_loss": 2.6998373571695993} {"data_time": 0.00960350502282381, "eta_seconds": 200900.66217404418, "iteration": 1939, "loss_fcos_cls": 0.5470826867967844, "loss_fcos_ctr": 0.6422049170359969, "loss_fcos_loc": 0.3256291626021266, "loss_mask": 0.5816321689635515, "loss_maskiou": 0.010936828402918763, "loss_sem_seg": 0.6583998161368072, "lr": 0.01, "mask_rcnn/accuracy": 0.7274145810796028, "mask_rcnn/false_negative": 0.1546291616177079, "mask_rcnn/false_positive": 0.42157098852239316, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.0, "time": 0.7638713335618377, "total_loss": 2.7473204129346414} {"data_time": 0.010089809074997902, "eta_seconds": 200864.75977546535, "iteration": 1959, "loss_fcos_cls": 0.5363106308504939, "loss_fcos_ctr": 0.6433723838999867, "loss_fcos_loc": 0.33353877253830433, "loss_mask": 0.5783879160881042, "loss_maskiou": 0.011534481833223253, "loss_sem_seg": 0.6928129987791181, "lr": 0.01, "mask_rcnn/accuracy": 0.7450299390589569, "mask_rcnn/false_negative": 0.15203889702293802, "mask_rcnn/false_positive": 0.3993638384225384, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 40.0, "time": 0.732733060605824, "total_loss": 2.7822220663365442} {"data_time": 0.009821702726185322, "eta_seconds": 200870.68382401578, "iteration": 1979, "loss_fcos_cls": 0.5313289375044405, "loss_fcos_ctr": 0.641893770545721, "loss_fcos_loc": 0.3224922283552587, "loss_mask": 0.5706684403121471, "loss_maskiou": 0.009699913614895195, "loss_sem_seg": 0.6549567775800824, "lr": 0.01, "mask_rcnn/accuracy": 0.7424712469733656, "mask_rcnn/false_negative": 0.12343033198310072, "mask_rcnn/false_positive": 0.3802394561688658, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.0, "time": 0.7512409100309014, "total_loss": 2.72037402766} {"data_time": 0.00959803070873022, "eta_seconds": 200948.7797488924, "iteration": 1999, "loss_fcos_cls": 0.5490991296246648, "loss_fcos_ctr": 0.6423728866502643, "loss_fcos_loc": 0.33585710916668177, "loss_mask": 0.5747847724705935, "loss_maskiou": 0.009766598624992184, "loss_sem_seg": 0.6660853787325323, "lr": 0.01, "mask_rcnn/accuracy": 0.753137706231918, "mask_rcnn/false_negative": 0.14850188129089276, "mask_rcnn/false_positive": 0.4168092117042216, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 42.75, "time": 0.7590899476781487, "total_loss": 2.757603773206938} {"data_time": 0.0099717415869236, "eta_seconds": 200968.65299398452, "iteration": 2019, "loss_fcos_cls": 0.5325068035162985, "loss_fcos_ctr": 0.638866825029254, "loss_fcos_loc": 0.33247669925913215, "loss_mask": 0.5795977935194969, "loss_maskiou": 0.009938247443642467, "loss_sem_seg": 0.636778749525547, "lr": 0.01, "mask_rcnn/accuracy": 0.7113563902960074, "mask_rcnn/false_negative": 0.17957909496641872, "mask_rcnn/false_positive": 0.37276009147653727, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 43.5, "time": 0.7540176892653108, "total_loss": 2.7301031480456004} {"data_time": 0.010350026190280914, "eta_seconds": 200937.7756349342, "iteration": 2039, "loss_fcos_cls": 0.554606600664556, "loss_fcos_ctr": 0.6425784127786756, "loss_fcos_loc": 0.3323169881477952, "loss_mask": 0.5716606397181749, "loss_maskiou": 0.01017455753753893, "loss_sem_seg": 0.6330161085352302, "lr": 0.01, "mask_rcnn/accuracy": 0.7334299628942487, "mask_rcnn/false_negative": 0.1468139186638843, "mask_rcnn/false_positive": 0.3691203419761787, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7497158935293555, "total_loss": 2.7503498971636873} {"data_time": 0.009665610268712044, "eta_seconds": 200813.20006042346, "iteration": 2059, "loss_fcos_cls": 0.5298938769847155, "loss_fcos_ctr": 0.6417645821347833, "loss_fcos_loc": 0.3330298087093979, "loss_mask": 0.5745366830378771, "loss_maskiou": 0.01008765897131525, "loss_sem_seg": 0.6107398932799697, "lr": 0.01, "mask_rcnn/accuracy": 0.7388410445535081, "mask_rcnn/false_negative": 0.11658961192741926, "mask_rcnn/false_positive": 0.3763465454099759, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 43.0, "time": 0.7381349001079798, "total_loss": 2.7087008205999155} {"data_time": 0.00971373450011015, "eta_seconds": 200748.7888495708, "iteration": 2079, "loss_fcos_cls": 0.535844209138304, "loss_fcos_ctr": 0.6445703096687794, "loss_fcos_loc": 0.3342538606375456, "loss_mask": 0.5749289225786924, "loss_maskiou": 0.010562102717813104, "loss_sem_seg": 0.6316311061382294, "lr": 0.01, "mask_rcnn/accuracy": 0.7329681872749099, "mask_rcnn/false_negative": 0.11636684375426201, "mask_rcnn/false_positive": 0.392546632294763, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 40.5, "time": 0.744922406040132, "total_loss": 2.761740787740564} {"data_time": 0.00935383141040802, "eta_seconds": 200733.80317925382, "iteration": 2099, "loss_fcos_cls": 0.5415473934262991, "loss_fcos_ctr": 0.6387648405507207, "loss_fcos_loc": 0.32326452480629086, "loss_mask": 0.5799621101468801, "loss_maskiou": 0.010247271173284389, "loss_sem_seg": 0.6095429565757513, "lr": 0.01, "mask_rcnn/accuracy": 0.7151239067055394, "mask_rcnn/false_negative": 0.15817626250626965, "mask_rcnn/false_positive": 0.3933102831697567, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7545285364612937, "total_loss": 2.716360146703664} {"data_time": 0.010542301461100578, "eta_seconds": 200684.17096981406, "iteration": 2119, "loss_fcos_cls": 0.5368898324668407, "loss_fcos_ctr": 0.6417848845012486, "loss_fcos_loc": 0.32216509990394115, "loss_mask": 0.5714940316975117, "loss_maskiou": 0.00990783076849766, "loss_sem_seg": 0.5626447983086109, "lr": 0.01, "mask_rcnn/accuracy": 0.7300157212417677, "mask_rcnn/false_negative": 0.18498906808982082, "mask_rcnn/false_positive": 0.3587879447958441, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.750552392564714, "total_loss": 2.674294312731945} {"data_time": 0.010845943354070187, "eta_seconds": 200642.88828845322, "iteration": 2139, "loss_fcos_cls": 0.5280195800587535, "loss_fcos_ctr": 0.6420058673247695, "loss_fcos_loc": 0.33787738205865026, "loss_mask": 0.5736148282885551, "loss_maskiou": 0.009608419466530904, "loss_sem_seg": 0.5902245910838246, "lr": 0.01, "mask_rcnn/accuracy": 0.7245601555399488, "mask_rcnn/false_negative": 0.160394760196359, "mask_rcnn/false_positive": 0.37699188222228336, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.25, "time": 0.7515931576490402, "total_loss": 2.677553190209437} {"data_time": 0.009059926494956017, "eta_seconds": 200654.20480260253, "iteration": 2159, "loss_fcos_cls": 0.5280789649114013, "loss_fcos_ctr": 0.6428462145850062, "loss_fcos_loc": 0.3214848558418453, "loss_mask": 0.5628250632435083, "loss_maskiou": 0.009288444358389825, "loss_sem_seg": 0.6099286917597055, "lr": 0.01, "mask_rcnn/accuracy": 0.7659099354027326, "mask_rcnn/false_negative": 0.17567413655959385, "mask_rcnn/false_positive": 0.32967206664993337, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.7408364051952958, "total_loss": 2.674235994752962} {"data_time": 0.010170374996960163, "eta_seconds": 200612.92604859173, "iteration": 2179, "loss_fcos_cls": 0.5004130210727453, "loss_fcos_ctr": 0.6421066941693425, "loss_fcos_loc": 0.3278616387397051, "loss_mask": 0.5616543032228947, "loss_maskiou": 0.010597499524010345, "loss_sem_seg": 0.5919202025979757, "lr": 0.01, "mask_rcnn/accuracy": 0.7389840165600752, "mask_rcnn/false_negative": 0.15881147109254726, "mask_rcnn/false_positive": 0.37330551856295446, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 41.5, "time": 0.7463806122541428, "total_loss": 2.642749390390236} {"data_time": 0.010207726620137691, "eta_seconds": 200581.51360663678, "iteration": 2199, "loss_fcos_cls": 0.5243369084782898, "loss_fcos_ctr": 0.6399843879044056, "loss_fcos_loc": 0.3197395949391648, "loss_mask": 0.5592924505472183, "loss_maskiou": 0.009755695355124772, "loss_sem_seg": 0.5684439446777105, "lr": 0.01, "mask_rcnn/accuracy": 0.7413079042013699, "mask_rcnn/false_negative": 0.17319151560933177, "mask_rcnn/false_positive": 0.35321656771015064, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.7509970674291253, "total_loss": 2.650768791936571} {"data_time": 0.010375228710472584, "eta_seconds": 200488.11885951553, "iteration": 2219, "loss_fcos_cls": 0.5268777781166136, "loss_fcos_ctr": 0.6438001412898302, "loss_fcos_loc": 0.33815434481948614, "loss_mask": 0.5685896258801222, "loss_maskiou": 0.009160046218312345, "loss_sem_seg": 0.5661475006490946, "lr": 0.01, "mask_rcnn/accuracy": 0.7228399511978705, "mask_rcnn/false_negative": 0.2031708417433607, "mask_rcnn/false_positive": 0.3525935227408265, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 40.5, "time": 0.7335233483463526, "total_loss": 2.6529669082083274} {"data_time": 0.009377419017255306, "eta_seconds": 200517.63800068386, "iteration": 2239, "loss_fcos_cls": 0.5224561430513859, "loss_fcos_ctr": 0.6427170478273183, "loss_fcos_loc": 0.31999393622390926, "loss_mask": 0.5647260248661041, "loss_maskiou": 0.009046097155078314, "loss_sem_seg": 0.585548248142004, "lr": 0.01, "mask_rcnn/accuracy": 0.7585726813046647, "mask_rcnn/false_negative": 0.13761123913887985, "mask_rcnn/false_positive": 0.3618280593558549, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.25, "time": 0.7487937854602933, "total_loss": 2.6611153506237315} {"data_time": 0.010893783532083035, "eta_seconds": 200579.2893845737, "iteration": 2259, "loss_fcos_cls": 0.5384303461760283, "loss_fcos_ctr": 0.6395618040114641, "loss_fcos_loc": 0.32771984790451825, "loss_mask": 0.5595794171094894, "loss_maskiou": 0.00890686287311837, "loss_sem_seg": 0.5928695239126682, "lr": 0.01, "mask_rcnn/accuracy": 0.7499575772659397, "mask_rcnn/false_negative": 0.13190054992802974, "mask_rcnn/false_positive": 0.36628461817185587, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 37.5, "time": 0.7656620861962438, "total_loss": 2.658772599599615} {"data_time": 0.009640022180974483, "eta_seconds": 200564.30630096793, "iteration": 2279, "loss_fcos_cls": 0.5228121932595968, "loss_fcos_ctr": 0.6437093997374177, "loss_fcos_loc": 0.32815902680158615, "loss_mask": 0.5620440281927586, "loss_maskiou": 0.009946702572051436, "loss_sem_seg": 0.6111870501190424, "lr": 0.01, "mask_rcnn/accuracy": 0.7293841395514966, "mask_rcnn/false_negative": 0.1434913077371966, "mask_rcnn/false_positive": 0.4023041071362009, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 42.5, "time": 0.742694552987814, "total_loss": 2.695303269807482} {"data_time": 0.010390682145953178, "eta_seconds": 200523.03932900727, "iteration": 2299, "loss_fcos_cls": 0.5260912170633674, "loss_fcos_ctr": 0.6417667483910918, "loss_fcos_loc": 0.3324615331948735, "loss_mask": 0.5606602057814598, "loss_maskiou": 0.008811454681563191, "loss_sem_seg": 0.6354368831962347, "lr": 0.01, "mask_rcnn/accuracy": 0.7646677218458233, "mask_rcnn/false_negative": 0.1456761632481211, "mask_rcnn/false_positive": 0.3404659879688212, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 41.25, "time": 0.7304012356325984, "total_loss": 2.707909149408806} {"data_time": 0.009349964559078217, "eta_seconds": 200522.76675320417, "iteration": 2319, "loss_fcos_cls": 0.5302889999002218, "loss_fcos_ctr": 0.6419487143866718, "loss_fcos_loc": 0.3292523454874754, "loss_mask": 0.5617898814380169, "loss_maskiou": 0.009727584692882374, "loss_sem_seg": 0.6143699316307902, "lr": 0.01, "mask_rcnn/accuracy": 0.7281793374677457, "mask_rcnn/false_negative": 0.19201271954100235, "mask_rcnn/false_positive": 0.3896674800938591, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.5, "time": 0.7360109249129891, "total_loss": 2.694419148901943} {"data_time": 0.009338434785604477, "eta_seconds": 200507.78453431278, "iteration": 2339, "loss_fcos_cls": 0.5041016936302185, "loss_fcos_ctr": 0.6404690109193325, "loss_fcos_loc": 0.3275149096734822, "loss_mask": 0.5625298954546452, "loss_maskiou": 0.01018110683071427, "loss_sem_seg": 0.6024234239012003, "lr": 0.01, "mask_rcnn/accuracy": 0.7482723002414852, "mask_rcnn/false_negative": 0.16373979342238923, "mask_rcnn/false_positive": 0.36253305491884347, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7494538966566324, "total_loss": 2.629431108813151} {"data_time": 0.010115076787769794, "eta_seconds": 200492.8023154214, "iteration": 2359, "loss_fcos_cls": 0.512142350897193, "loss_fcos_ctr": 0.6417270726524293, "loss_fcos_loc": 0.33100602333433926, "loss_mask": 0.556724313646555, "loss_maskiou": 0.008669982227729633, "loss_sem_seg": 0.5629055183380842, "lr": 0.01, "mask_rcnn/accuracy": 0.7530932347330738, "mask_rcnn/false_negative": 0.16993787347476674, "mask_rcnn/false_positive": 0.3627880091308399, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 44.0, "time": 0.7537021553143859, "total_loss": 2.6291362264892086} {"data_time": 0.01044253446161747, "eta_seconds": 200424.11379193235, "iteration": 2379, "loss_fcos_cls": 0.5030666394159198, "loss_fcos_ctr": 0.6432668855413795, "loss_fcos_loc": 0.31755330855958164, "loss_mask": 0.56450498662889, "loss_maskiou": 0.010116634832229465, "loss_sem_seg": 0.5691148461773992, "lr": 0.01, "mask_rcnn/accuracy": 0.7453893094364741, "mask_rcnn/false_negative": 0.1410148775303635, "mask_rcnn/false_positive": 0.43866490232907773, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.5, "time": 0.7485421523451805, "total_loss": 2.6333696231304202} {"data_time": 0.010264546610414982, "eta_seconds": 200428.59565462545, "iteration": 2399, "loss_fcos_cls": 0.4851988726295531, "loss_fcos_ctr": 0.6436330359429121, "loss_fcos_loc": 0.3271644643973559, "loss_mask": 0.5519238002598286, "loss_maskiou": 0.009822197956964374, "loss_sem_seg": 0.5651692966930568, "lr": 0.01, "mask_rcnn/accuracy": 0.7753082050909794, "mask_rcnn/false_negative": 0.12775495094133993, "mask_rcnn/false_positive": 0.35850122364118386, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.25, "time": 0.7305064192041755, "total_loss": 2.606562487402698} {"data_time": 0.009138816967606544, "eta_seconds": 200308.71098402515, "iteration": 2419, "loss_fcos_cls": 0.512589558493346, "loss_fcos_ctr": 0.6396888392046094, "loss_fcos_loc": 0.31853325804695487, "loss_mask": 0.5559949073940516, "loss_maskiou": 0.00898839664296247, "loss_sem_seg": 0.5448732012882829, "lr": 0.01, "mask_rcnn/accuracy": 0.7654087549654008, "mask_rcnn/false_negative": 0.14331062496690783, "mask_rcnn/false_positive": 0.32016366890673364, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.7409169422462583, "total_loss": 2.5986351169121917} {"data_time": 0.010532079264521599, "eta_seconds": 200368.84594765026, "iteration": 2439, "loss_fcos_cls": 0.5014379257336259, "loss_fcos_ctr": 0.6407234207727015, "loss_fcos_loc": 0.31819371972233057, "loss_mask": 0.5542556885629892, "loss_maskiou": 0.008929776988225058, "loss_sem_seg": 0.6137512158602476, "lr": 0.01, "mask_rcnn/accuracy": 0.7656814242380471, "mask_rcnn/false_negative": 0.11116431078841668, "mask_rcnn/false_positive": 0.37379327325554124, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.5, "time": 0.747749999165535, "total_loss": 2.6409739868249744} {"data_time": 0.010423564352095127, "eta_seconds": 200174.72543457244, "iteration": 2459, "loss_fcos_cls": 0.4861252810806036, "loss_fcos_ctr": 0.640677229501307, "loss_fcos_loc": 0.3213451359188184, "loss_mask": 0.5583559516817331, "loss_maskiou": 0.00912044002325274, "loss_sem_seg": 0.5976159311830997, "lr": 0.01, "mask_rcnn/accuracy": 0.7654393847091076, "mask_rcnn/false_negative": 0.1347289522067277, "mask_rcnn/false_positive": 0.3496678465731946, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.7398066045716405, "total_loss": 2.583875285286922} {"data_time": 0.009938406758010387, "eta_seconds": 200263.79552792385, "iteration": 2479, "loss_fcos_cls": 0.5007806289941072, "loss_fcos_ctr": 0.6354355430230498, "loss_fcos_loc": 0.30649684462696314, "loss_mask": 0.555837519466877, "loss_maskiou": 0.010065927730465773, "loss_sem_seg": 0.6026401063427329, "lr": 0.01, "mask_rcnn/accuracy": 0.7850045507053593, "mask_rcnn/false_negative": 0.09248761900572314, "mask_rcnn/false_positive": 0.3888288186790949, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7552256835624576, "total_loss": 2.579204798254068} {"data_time": 0.010122335515916348, "eta_seconds": 200010.49276603572, "iteration": 2499, "loss_fcos_cls": 0.5130454855971038, "loss_fcos_ctr": 0.6417527236044407, "loss_fcos_loc": 0.3223065282218158, "loss_mask": 0.5544346533715725, "loss_maskiou": 0.010314114064385649, "loss_sem_seg": 0.5517315762117505, "lr": 0.01, "mask_rcnn/accuracy": 0.7677848467322153, "mask_rcnn/false_negative": 0.13057109680676834, "mask_rcnn/false_positive": 0.33573052353688876, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7396125700324774, "total_loss": 2.60494222358102} {"data_time": 0.010749801062047482, "eta_seconds": 200233.851890523, "iteration": 2519, "loss_fcos_cls": 0.5333527280017734, "loss_fcos_ctr": 0.6414180882275105, "loss_fcos_loc": 0.3156861118040979, "loss_mask": 0.5573962386697531, "loss_maskiou": 0.009241750070941634, "loss_sem_seg": 0.633185463026166, "lr": 0.01, "mask_rcnn/accuracy": 0.768066352701315, "mask_rcnn/false_negative": 0.12967038672947379, "mask_rcnn/false_positive": 0.3789018663771679, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 43.25, "time": 0.7476574424654245, "total_loss": 2.655690543993842} {"data_time": 0.010120870545506477, "eta_seconds": 200218.88007182255, "iteration": 2539, "loss_fcos_cls": 0.5053603025153279, "loss_fcos_ctr": 0.6411442644894123, "loss_fcos_loc": 0.3247817438095808, "loss_mask": 0.5586094558238983, "loss_maskiou": 0.010252197971567512, "loss_sem_seg": 0.5881112944334745, "lr": 0.01, "mask_rcnn/accuracy": 0.7622590702947846, "mask_rcnn/false_negative": 0.13330565704681296, "mask_rcnn/false_positive": 0.43553797625308344, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.7498374544084072, "total_loss": 2.651877245894866} {"data_time": 0.010177506133913994, "eta_seconds": 199835.39155029505, "iteration": 2559, "loss_fcos_cls": 0.5058811595663428, "loss_fcos_ctr": 0.6396449971944094, "loss_fcos_loc": 0.32523856125772, "loss_mask": 0.557477168738842, "loss_maskiou": 0.009116200671996921, "loss_sem_seg": 0.5715519422665238, "lr": 0.01, "mask_rcnn/accuracy": 0.7495387262338468, "mask_rcnn/false_negative": 0.1608947163682081, "mask_rcnn/false_positive": 0.37837215009707087, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.75, "time": 0.7351323245093226, "total_loss": 2.6236179937113775} {"data_time": 0.009896669536828995, "eta_seconds": 199707.8583939597, "iteration": 2579, "loss_fcos_cls": 0.5216262452304363, "loss_fcos_ctr": 0.6383744282647967, "loss_fcos_loc": 0.30907355854287744, "loss_mask": 0.5470484457910061, "loss_maskiou": 0.009181681758491322, "loss_sem_seg": 0.5254816496744752, "lr": 0.01, "mask_rcnn/accuracy": 0.7448519948519949, "mask_rcnn/false_negative": 0.11841687389468919, "mask_rcnn/false_positive": 0.3883694271462651, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.5, "time": 0.7348227528855205, "total_loss": 2.578646767899045} {"data_time": 0.010251774452626705, "eta_seconds": 199664.10702883825, "iteration": 2599, "loss_fcos_cls": 0.4899551095440984, "loss_fcos_ctr": 0.640758128836751, "loss_fcos_loc": 0.3151635052636266, "loss_mask": 0.547228217124939, "loss_maskiou": 0.008428920089500025, "loss_sem_seg": 0.5614044107496738, "lr": 0.01, "mask_rcnn/accuracy": 0.7772068321463483, "mask_rcnn/false_negative": 0.12528049127381852, "mask_rcnn/false_positive": 0.373653471327166, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.0, "time": 0.7394983405247331, "total_loss": 2.564269178081304} {"data_time": 0.009576795622706413, "eta_seconds": 199735.49691484496, "iteration": 2619, "loss_fcos_cls": 0.4935414562933147, "loss_fcos_ctr": 0.6426395205780864, "loss_fcos_loc": 0.32020015560556203, "loss_mask": 0.5583234671503305, "loss_maskiou": 0.010314530460163951, "loss_sem_seg": 0.5591409085318446, "lr": 0.01, "mask_rcnn/accuracy": 0.7548549107142857, "mask_rcnn/false_negative": 0.1361095892321268, "mask_rcnn/false_positive": 0.34315063730653106, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.75, "time": 0.7495344523340464, "total_loss": 2.598527924506925} {"data_time": 0.009772703982889652, "eta_seconds": 199663.05087509006, "iteration": 2639, "loss_fcos_cls": 0.4798010685481131, "loss_fcos_ctr": 0.6425235848873854, "loss_fcos_loc": 0.3173385795671493, "loss_mask": 0.5423524156212807, "loss_maskiou": 0.008480268792482093, "loss_sem_seg": 0.532906181178987, "lr": 0.01, "mask_rcnn/accuracy": 0.7895789870503286, "mask_rcnn/false_negative": 0.13011067256293923, "mask_rcnn/false_positive": 0.3283377539547586, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 41.75, "time": 0.7408483251929283, "total_loss": 2.5493229043931933} {"data_time": 0.010260144248604774, "eta_seconds": 199760.67025043815, "iteration": 2659, "loss_fcos_cls": 0.5140590593218803, "loss_fcos_ctr": 0.6447864361107349, "loss_fcos_loc": 0.3287540649762377, "loss_mask": 0.5454528797417879, "loss_maskiou": 0.008852874801959842, "loss_sem_seg": 0.6002746988087893, "lr": 0.01, "mask_rcnn/accuracy": 0.7548346458148476, "mask_rcnn/false_negative": 0.15506116866987124, "mask_rcnn/false_positive": 0.4012986040311639, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 41.5, "time": 0.7538987081497908, "total_loss": 2.643943363102153} {"data_time": 0.008487250655889511, "eta_seconds": 199604.3722912632, "iteration": 2679, "loss_fcos_cls": 0.520927129779011, "loss_fcos_ctr": 0.6364701939746737, "loss_fcos_loc": 0.3063890808261931, "loss_mask": 0.5411775577813387, "loss_maskiou": 0.008747183288505767, "loss_sem_seg": 0.5660111075267196, "lr": 0.01, "mask_rcnn/accuracy": 0.7800439510455038, "mask_rcnn/false_negative": 0.1371287579913007, "mask_rcnn/false_positive": 0.31617112084745563, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.739852556027472, "total_loss": 2.6016055462387158} {"data_time": 0.010185693390667439, "eta_seconds": 199537.97203687578, "iteration": 2699, "loss_fcos_cls": 0.49425493041053414, "loss_fcos_ctr": 0.6386382393538952, "loss_fcos_loc": 0.30635652714408934, "loss_mask": 0.5492012538015842, "loss_maskiou": 0.00870621380454395, "loss_sem_seg": 0.5195448724552989, "lr": 0.01, "mask_rcnn/accuracy": 0.7604052543823172, "mask_rcnn/false_negative": 0.15055629298761752, "mask_rcnn/false_positive": 0.33606463981498635, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.7483577243983746, "total_loss": 2.5072276340069948} {"data_time": 0.009500346146523952, "eta_seconds": 199450.34569838457, "iteration": 2719, "loss_fcos_cls": 0.4847725019790232, "loss_fcos_ctr": 0.6407517036423087, "loss_fcos_loc": 0.31102897971868515, "loss_mask": 0.5462192222476006, "loss_maskiou": 0.008986295622889884, "loss_sem_seg": 0.541200946085155, "lr": 0.01, "mask_rcnn/accuracy": 0.7779923278029854, "mask_rcnn/false_negative": 0.1137890233765938, "mask_rcnn/false_positive": 0.35309598749443677, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 46.25, "time": 0.739347405731678, "total_loss": 2.5395105438074097} {"data_time": 0.009844547137618065, "eta_seconds": 199421.39220423158, "iteration": 2739, "loss_fcos_cls": 0.4714207127690315, "loss_fcos_ctr": 0.6387099423445761, "loss_fcos_loc": 0.3161888893228024, "loss_mask": 0.5411812011152506, "loss_maskiou": 0.008471949200611562, "loss_sem_seg": 0.5495943184942007, "lr": 0.01, "mask_rcnn/accuracy": 0.7744375700590795, "mask_rcnn/false_negative": 0.13034367849151463, "mask_rcnn/false_positive": 0.36143902180637144, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.7428928017616272, "total_loss": 2.514835839247098} {"data_time": 0.010181295685470104, "eta_seconds": 199420.4969106745, "iteration": 2759, "loss_fcos_cls": 0.48167887702584267, "loss_fcos_ctr": 0.6398260341957211, "loss_fcos_loc": 0.31532371742650867, "loss_mask": 0.5466174930334091, "loss_maskiou": 0.009639244701247662, "loss_sem_seg": 0.6028344882652164, "lr": 0.01, "mask_rcnn/accuracy": 0.7769786017553875, "mask_rcnn/false_negative": 0.12542047520760508, "mask_rcnn/false_positive": 0.3451721850668994, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7367404196411371, "total_loss": 2.579449183191173} {"data_time": 0.009670902043581009, "eta_seconds": 199294.20814146474, "iteration": 2779, "loss_fcos_cls": 0.49499200843274593, "loss_fcos_ctr": 0.642022660933435, "loss_fcos_loc": 0.3223231185693294, "loss_mask": 0.5516639705747366, "loss_maskiou": 0.008966090506874025, "loss_sem_seg": 0.6095976447686553, "lr": 0.01, "mask_rcnn/accuracy": 0.7584424683813782, "mask_rcnn/false_negative": 0.12942081058689617, "mask_rcnn/false_positive": 0.3624552896216874, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.0, "time": 0.7262396924197674, "total_loss": 2.635551834566286} {"data_time": 0.009729377925395966, "eta_seconds": 199318.30559204053, "iteration": 2799, "loss_fcos_cls": 0.49246925581246614, "loss_fcos_ctr": 0.6438743956387043, "loss_fcos_loc": 0.33213337138295174, "loss_mask": 0.545024074614048, "loss_maskiou": 0.010016673855716363, "loss_sem_seg": 0.6314729377627373, "lr": 0.01, "mask_rcnn/accuracy": 0.7657518599545081, "mask_rcnn/false_negative": 0.15198704578164962, "mask_rcnn/false_positive": 0.32399424534020416, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 40.0, "time": 0.7493946915492415, "total_loss": 2.623713113775011} {"data_time": 0.00991553720086813, "eta_seconds": 199255.03911199886, "iteration": 2819, "loss_fcos_cls": 0.5023156893439591, "loss_fcos_ctr": 0.6423847237601876, "loss_fcos_loc": 0.3224186492152512, "loss_mask": 0.5490098167210817, "loss_maskiou": 0.009464244882110506, "loss_sem_seg": 0.5960695687681437, "lr": 0.01, "mask_rcnn/accuracy": 0.7681038751796002, "mask_rcnn/false_negative": 0.13253747312785383, "mask_rcnn/false_positive": 0.4123007321729971, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7418366735801101, "total_loss": 2.6034134869551053} {"data_time": 0.010111105628311634, "eta_seconds": 198934.65768728033, "iteration": 2839, "loss_fcos_cls": 0.504642253741622, "loss_fcos_ctr": 0.6368560194969177, "loss_fcos_loc": 0.3041073805652559, "loss_mask": 0.5386534985154867, "loss_maskiou": 0.008716290016309358, "loss_sem_seg": 0.5107378382235765, "lr": 0.01, "mask_rcnn/accuracy": 0.765939448696145, "mask_rcnn/false_negative": 0.11218619225300257, "mask_rcnn/false_positive": 0.37174158664856666, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7351029692217708, "total_loss": 2.5198869015584933} {"data_time": 0.009917031042277813, "eta_seconds": 198736.60322289728, "iteration": 2859, "loss_fcos_cls": 0.5048340382054448, "loss_fcos_ctr": 0.6389134079217911, "loss_fcos_loc": 0.31272487435489893, "loss_mask": 0.5530774910002947, "loss_maskiou": 0.008780101255979389, "loss_sem_seg": 0.5610307827591896, "lr": 0.01, "mask_rcnn/accuracy": 0.7552911438058537, "mask_rcnn/false_negative": 0.13553916561947787, "mask_rcnn/false_positive": 0.3667718593498043, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.5, "time": 0.7351733427494764, "total_loss": 2.5969489912240533} {"data_time": 0.010083133354783058, "eta_seconds": 198669.91464031767, "iteration": 2879, "loss_fcos_cls": 0.509146727155894, "loss_fcos_ctr": 0.6404477525502443, "loss_fcos_loc": 0.321364771341905, "loss_mask": 0.5476006474345922, "loss_maskiou": 0.00926335051190108, "loss_sem_seg": 0.6253585070371628, "lr": 0.01, "mask_rcnn/accuracy": 0.7756719336441473, "mask_rcnn/false_negative": 0.10175706226535247, "mask_rcnn/false_positive": 0.3665019287457467, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.0, "time": 0.7454151222482324, "total_loss": 2.6378115495608654} {"data_time": 0.00963976513594389, "eta_seconds": 198655.03973983135, "iteration": 2899, "loss_fcos_cls": 0.5086138155311346, "loss_fcos_ctr": 0.6430487260222435, "loss_fcos_loc": 0.3187955911271274, "loss_mask": 0.5488270167261362, "loss_maskiou": 0.010164043662371114, "loss_sem_seg": 0.600257552228868, "lr": 0.01, "mask_rcnn/accuracy": 0.747663432856954, "mask_rcnn/false_negative": 0.16138032330095708, "mask_rcnn/false_positive": 0.4073337262954025, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 41.0, "time": 0.7425217935815454, "total_loss": 2.641893711639568} {"data_time": 0.00928166788071394, "eta_seconds": 198655.95924071688, "iteration": 2919, "loss_fcos_cls": 0.48326780647039413, "loss_fcos_ctr": 0.6394436240661889, "loss_fcos_loc": 0.30884989025071263, "loss_mask": 0.5428388006985188, "loss_maskiou": 0.00872774122399278, "loss_sem_seg": 0.5485539687797427, "lr": 0.01, "mask_rcnn/accuracy": 0.7802524856096285, "mask_rcnn/false_negative": 0.11586485017389819, "mask_rcnn/false_positive": 0.3358995784359022, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7454152991995215, "total_loss": 2.5525841535418294} {"data_time": 0.009670010767877102, "eta_seconds": 198611.5257774843, "iteration": 2939, "loss_fcos_cls": 0.4943845570087433, "loss_fcos_ctr": 0.6383758671581745, "loss_fcos_loc": 0.31374514335766435, "loss_mask": 0.5358863845467567, "loss_maskiou": 0.008752827066928148, "loss_sem_seg": 0.6122278370894492, "lr": 0.01, "mask_rcnn/accuracy": 0.773567208442783, "mask_rcnn/false_negative": 0.12695236702995188, "mask_rcnn/false_positive": 0.3426779146046305, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7392994714900851, "total_loss": 2.6231803039845545} {"data_time": 0.00942271389067173, "eta_seconds": 198610.4150383724, "iteration": 2959, "loss_fcos_cls": 0.49205334577709436, "loss_fcos_ctr": 0.6410012282431126, "loss_fcos_loc": 0.30865444033406675, "loss_mask": 0.5299404617398977, "loss_maskiou": 0.008479264244670048, "loss_sem_seg": 0.513723055832088, "lr": 0.01, "mask_rcnn/accuracy": 0.7746066816312686, "mask_rcnn/false_negative": 0.14178502861438091, "mask_rcnn/false_positive": 0.34800619207538736, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.25, "time": 0.7378531247377396, "total_loss": 2.5298122569802217} {"data_time": 0.009203746914863586, "eta_seconds": 198415.91066598427, "iteration": 2979, "loss_fcos_cls": 0.46667493553832173, "loss_fcos_ctr": 0.6377270212396979, "loss_fcos_loc": 0.30418586847372353, "loss_mask": 0.536686634644866, "loss_maskiou": 0.009075671143364161, "loss_sem_seg": 0.5764504112303257, "lr": 0.01, "mask_rcnn/accuracy": 0.7425562651442182, "mask_rcnn/false_negative": 0.15697781495876045, "mask_rcnn/false_positive": 0.3818589586696286, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.25, "time": 0.7361682876944542, "total_loss": 2.5087258688290603} {"data_time": 0.009728523902595043, "eta_seconds": 198243.19155606627, "iteration": 2999, "loss_fcos_cls": 0.4763834374025464, "loss_fcos_ctr": 0.6364507395774126, "loss_fcos_loc": 0.3081677840091288, "loss_mask": 0.548315642401576, "loss_maskiou": 0.00970020322711207, "loss_sem_seg": 0.5187832517549396, "lr": 0.01, "mask_rcnn/accuracy": 0.7730559502587195, "mask_rcnn/false_negative": 0.1202503818083438, "mask_rcnn/false_positive": 0.36622307622624684, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 39.25, "time": 0.7387995785102248, "total_loss": 2.4840661957859993} {"data_time": 0.010116755031049252, "eta_seconds": 198206.82092631143, "iteration": 3019, "loss_fcos_cls": 0.4650798235088587, "loss_fcos_ctr": 0.638773406855762, "loss_fcos_loc": 0.30116208363324404, "loss_mask": 0.5340732783079147, "loss_maskiou": 0.009781228473002557, "loss_sem_seg": 0.5190198570489883, "lr": 0.01, "mask_rcnn/accuracy": 0.7971558379344889, "mask_rcnn/false_negative": 0.10496678274831642, "mask_rcnn/false_positive": 0.3850199080489251, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 41.5, "time": 0.7488246550783515, "total_loss": 2.4965677045547636} {"data_time": 0.009286051616072655, "eta_seconds": 198170.7521217009, "iteration": 3039, "loss_fcos_cls": 0.4687640331685543, "loss_fcos_ctr": 0.6413223706185818, "loss_fcos_loc": 0.3047299545723945, "loss_mask": 0.5470195189118385, "loss_maskiou": 0.00877833433332853, "loss_sem_seg": 0.5316621428355575, "lr": 0.01, "mask_rcnn/accuracy": 0.7875218483619864, "mask_rcnn/false_negative": 0.11581239011691745, "mask_rcnn/false_positive": 0.31295829259566055, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 44.75, "time": 0.7530402475968003, "total_loss": 2.5203079853090458} {"data_time": 0.010046455077826977, "eta_seconds": 198198.6426911056, "iteration": 3059, "loss_fcos_cls": 0.4889364382252097, "loss_fcos_ctr": 0.6370839681476355, "loss_fcos_loc": 0.2979280319996178, "loss_mask": 0.526982706040144, "loss_maskiou": 0.008986596469185315, "loss_sem_seg": 0.4970517288893461, "lr": 0.01, "mask_rcnn/accuracy": 0.7855047376093294, "mask_rcnn/false_negative": 0.13696102511280556, "mask_rcnn/false_positive": 0.330715715516243, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.5, "time": 0.7415418857708573, "total_loss": 2.4828833150677383} {"data_time": 0.010748935863375664, "eta_seconds": 198162.27689787652, "iteration": 3079, "loss_fcos_cls": 0.4840802764520049, "loss_fcos_ctr": 0.6403692197054625, "loss_fcos_loc": 0.316693929489702, "loss_mask": 0.5378357879817486, "loss_maskiou": 0.009076606977032498, "loss_sem_seg": 0.49335527792572975, "lr": 0.01, "mask_rcnn/accuracy": 0.7718720697738555, "mask_rcnn/false_negative": 0.14986509646659102, "mask_rcnn/false_positive": 0.3430639971625001, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.0, "time": 0.7448342926800251, "total_loss": 2.4847190882719588} {"data_time": 0.00944242812693119, "eta_seconds": 198080.42709230538, "iteration": 3099, "loss_fcos_cls": 0.46187517046928406, "loss_fcos_ctr": 0.6395391821861267, "loss_fcos_loc": 0.29920699587091804, "loss_mask": 0.5239824578166008, "loss_maskiou": 0.008737780735827982, "loss_sem_seg": 0.508292879909277, "lr": 0.01, "mask_rcnn/accuracy": 0.7769805839002267, "mask_rcnn/false_negative": 0.09867617863846928, "mask_rcnn/false_positive": 0.3760068764366863, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.0, "time": 0.7190720727667212, "total_loss": 2.440621549525531} {"data_time": 0.009449364617466927, "eta_seconds": 198036.10704352707, "iteration": 3119, "loss_fcos_cls": 0.4702831278555095, "loss_fcos_ctr": 0.640267277136445, "loss_fcos_loc": 0.3118535738904029, "loss_mask": 0.530237190425396, "loss_maskiou": 0.00850947858998552, "loss_sem_seg": 0.5910282023251057, "lr": 0.01, "mask_rcnn/accuracy": 0.7754838922050562, "mask_rcnn/false_negative": 0.11760664949899427, "mask_rcnn/false_positive": 0.38922031910164934, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7456761598587036, "total_loss": 2.5369272578827804} {"data_time": 0.010160009376704693, "eta_seconds": 198003.63702470716, "iteration": 3139, "loss_fcos_cls": 0.47942012222483754, "loss_fcos_ctr": 0.6420654850080609, "loss_fcos_loc": 0.3157431990839541, "loss_mask": 0.5316475331783295, "loss_maskiou": 0.008380823681363836, "loss_sem_seg": 0.512171532958746, "lr": 0.01, "mask_rcnn/accuracy": 0.7624845392702535, "mask_rcnn/false_negative": 0.13663210160334974, "mask_rcnn/false_positive": 0.34401513722779326, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.25, "time": 0.7409048667177558, "total_loss": 2.501717046878184} {"data_time": 0.009763847105205059, "eta_seconds": 197988.7975661857, "iteration": 3159, "loss_fcos_cls": 0.48321136832237244, "loss_fcos_ctr": 0.6409528497606516, "loss_fcos_loc": 0.3148164413869381, "loss_mask": 0.5324049144983292, "loss_maskiou": 0.0089936995645985, "loss_sem_seg": 0.5103039797395468, "lr": 0.01, "mask_rcnn/accuracy": 0.7894902026455901, "mask_rcnn/false_negative": 0.11404545536755709, "mask_rcnn/false_positive": 0.3406284129644176, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 37.75, "time": 0.7425675513222814, "total_loss": 2.503031197877135} {"data_time": 0.010096403770148754, "eta_seconds": 197991.58470427245, "iteration": 3179, "loss_fcos_cls": 0.48892306070774794, "loss_fcos_ctr": 0.6366832135245204, "loss_fcos_loc": 0.2983465055003762, "loss_mask": 0.5330243818461895, "loss_maskiou": 0.00891814348869957, "loss_sem_seg": 0.5809846520423889, "lr": 0.01, "mask_rcnn/accuracy": 0.7615700342827332, "mask_rcnn/false_negative": 0.11745804975197086, "mask_rcnn/false_positive": 0.3590025009957228, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 45.25, "time": 0.7567003229632974, "total_loss": 2.5102257191756507} {"data_time": 0.009504265151917934, "eta_seconds": 197976.7439245209, "iteration": 3199, "loss_fcos_cls": 0.48248355370014906, "loss_fcos_ctr": 0.6334966197609901, "loss_fcos_loc": 0.29569691652432084, "loss_mask": 0.5334943681955338, "loss_maskiou": 0.008426521788351238, "loss_sem_seg": 0.5343439122661948, "lr": 0.01, "mask_rcnn/accuracy": 0.7706193375519544, "mask_rcnn/false_negative": 0.11906770250296464, "mask_rcnn/false_positive": 0.3591837161956275, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.25, "time": 0.7590820267796516, "total_loss": 2.477100247167982} {"data_time": 0.01016639731824398, "eta_seconds": 197956.310825821, "iteration": 3219, "loss_fcos_cls": 0.4804309871979058, "loss_fcos_ctr": 0.6398862097412348, "loss_fcos_loc": 0.3131463616155088, "loss_mask": 0.5281880293041468, "loss_maskiou": 0.007464865251677111, "loss_sem_seg": 0.5545770418830216, "lr": 0.01, "mask_rcnn/accuracy": 0.7878488895558223, "mask_rcnn/false_negative": 0.0934515518007848, "mask_rcnn/false_positive": 0.36263225961165224, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.5, "time": 0.7299835802987218, "total_loss": 2.5621811628952855} {"data_time": 0.00982183963060379, "eta_seconds": 197947.06236501783, "iteration": 3239, "loss_fcos_cls": 0.47188371513038874, "loss_fcos_ctr": 0.6365722203627229, "loss_fcos_loc": 0.3106865256559104, "loss_mask": 0.5268005114048719, "loss_maskiou": 0.00862564165436197, "loss_sem_seg": 0.5052189291454852, "lr": 0.01, "mask_rcnn/accuracy": 0.7397959183673469, "mask_rcnn/false_negative": 0.10488118066594293, "mask_rcnn/false_positive": 0.40139047474070955, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 44.25, "time": 0.751288372091949, "total_loss": 2.4255039371782914} {"data_time": 0.010402359068393707, "eta_seconds": 197817.60691797826, "iteration": 3259, "loss_fcos_cls": 0.4669303661212325, "loss_fcos_ctr": 0.636093688197434, "loss_fcos_loc": 0.30189243610948324, "loss_mask": 0.5252691935747862, "loss_maskiou": 0.009438947279704735, "loss_sem_seg": 0.5474560307338834, "lr": 0.01, "mask_rcnn/accuracy": 0.7693304495711328, "mask_rcnn/false_negative": 0.13430997698433594, "mask_rcnn/false_positive": 0.3566536113419046, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7335623065009713, "total_loss": 2.4420338992058532} {"data_time": 0.008991423062980175, "eta_seconds": 197791.7508423943, "iteration": 3279, "loss_fcos_cls": 0.4932475909590721, "loss_fcos_ctr": 0.6362574463710189, "loss_fcos_loc": 0.3048300128430128, "loss_mask": 0.5289906021207571, "loss_maskiou": 0.009541088205878623, "loss_sem_seg": 0.5183768067508936, "lr": 0.01, "mask_rcnn/accuracy": 0.7541131418649993, "mask_rcnn/false_negative": 0.1310087083876384, "mask_rcnn/false_positive": 0.3508176915721971, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.75, "time": 0.7358635803684592, "total_loss": 2.510508665975067} {"data_time": 0.010013419203460217, "eta_seconds": 197801.63797937613, "iteration": 3299, "loss_fcos_cls": 0.4669912066310644, "loss_fcos_ctr": 0.6369186509400606, "loss_fcos_loc": 0.30044282181188464, "loss_mask": 0.5258890595287085, "loss_maskiou": 0.009079180352273397, "loss_sem_seg": 0.5280946297571063, "lr": 0.01, "mask_rcnn/accuracy": 0.772380025208711, "mask_rcnn/false_negative": 0.11456045521330913, "mask_rcnn/false_positive": 0.3865003888626594, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7512248260900378, "total_loss": 2.4668947758473223} {"data_time": 0.00978881772607565, "eta_seconds": 197882.10902328417, "iteration": 3319, "loss_fcos_cls": 0.4753135032951832, "loss_fcos_ctr": 0.6366864140145481, "loss_fcos_loc": 0.29380667163059115, "loss_mask": 0.5304027162492275, "loss_maskiou": 0.009009890432935208, "loss_sem_seg": 0.5336870197206736, "lr": 0.01, "mask_rcnn/accuracy": 0.7700447440881114, "mask_rcnn/false_negative": 0.10878889871370827, "mask_rcnn/false_positive": 0.36984684841190096, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 44.25, "time": 0.7495186924934387, "total_loss": 2.525963016145397} {"data_time": 0.010122227482497692, "eta_seconds": 197771.9715532316, "iteration": 3339, "loss_fcos_cls": 0.47752397134900093, "loss_fcos_ctr": 0.6402841880917549, "loss_fcos_loc": 0.31571332132443786, "loss_mask": 0.5259218439459801, "loss_maskiou": 0.009488905721809715, "loss_sem_seg": 0.5869582667946815, "lr": 0.01, "mask_rcnn/accuracy": 0.7832625878220141, "mask_rcnn/false_negative": 0.10181074001560475, "mask_rcnn/false_positive": 0.3707871766337116, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 43.25, "time": 0.7311105951666832, "total_loss": 2.539590368862264} {"data_time": 0.009523436427116394, "eta_seconds": 197740.13973833155, "iteration": 3359, "loss_fcos_cls": 0.48429859103634953, "loss_fcos_ctr": 0.6386125320568681, "loss_fcos_loc": 0.3094652979634702, "loss_mask": 0.5258270911872387, "loss_maskiou": 0.008701626677066088, "loss_sem_seg": 0.6534736379981041, "lr": 0.01, "mask_rcnn/accuracy": 0.7834140317311136, "mask_rcnn/false_negative": 0.1337493438197367, "mask_rcnn/false_positive": 0.35619614470808403, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7352029327303171, "total_loss": 2.6431381779839285} {"data_time": 0.009577042423188686, "eta_seconds": 197717.59404527582, "iteration": 3379, "loss_fcos_cls": 0.46243058424443007, "loss_fcos_ctr": 0.6392519157379866, "loss_fcos_loc": 0.3024229465518147, "loss_mask": 0.5257983095943928, "loss_maskiou": 0.009245875757187605, "loss_sem_seg": 0.5366992186754942, "lr": 0.01, "mask_rcnn/accuracy": 0.7980158272986614, "mask_rcnn/false_negative": 0.1084755389418742, "mask_rcnn/false_positive": 0.29925727070127883, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.25, "time": 0.7443205462768674, "total_loss": 2.5041618771647336} {"data_time": 0.00990146305412054, "eta_seconds": 197710.47586222272, "iteration": 3399, "loss_fcos_cls": 0.4881566362455487, "loss_fcos_ctr": 0.634280301630497, "loss_fcos_loc": 0.29298813524656, "loss_mask": 0.5285254325717688, "loss_maskiou": 0.009025162376929075, "loss_sem_seg": 0.5611738776788116, "lr": 0.01, "mask_rcnn/accuracy": 0.759713955026455, "mask_rcnn/false_negative": 0.12561785147727364, "mask_rcnn/false_positive": 0.38412917717127415, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 41.25, "time": 0.7478710757568479, "total_loss": 2.5039127791969804} {"data_time": 0.010060427710413933, "eta_seconds": 197703.73613117728, "iteration": 3419, "loss_fcos_cls": 0.45240623294375837, "loss_fcos_ctr": 0.639946099370718, "loss_fcos_loc": 0.31425394117832184, "loss_mask": 0.5246848966926336, "loss_maskiou": 0.008433112408965826, "loss_sem_seg": 0.5717301904223859, "lr": 0.01, "mask_rcnn/accuracy": 0.7891786625364432, "mask_rcnn/false_negative": 0.10770482382360089, "mask_rcnn/false_positive": 0.3683839090162767, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 41.75, "time": 0.7402777671813965, "total_loss": 2.5263463959563524} {"data_time": 0.009952151216566563, "eta_seconds": 197644.37496114336, "iteration": 3439, "loss_fcos_cls": 0.46015446819365025, "loss_fcos_ctr": 0.6335769770666957, "loss_fcos_loc": 0.29399534594267607, "loss_mask": 0.5179884023964405, "loss_maskiou": 0.008312415215186775, "loss_sem_seg": 0.5154857095330954, "lr": 0.01, "mask_rcnn/accuracy": 0.7820762798790402, "mask_rcnn/false_negative": 0.11359014666129433, "mask_rcnn/false_positive": 0.3278901475545251, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.75, "time": 0.726514432579279, "total_loss": 2.4390890669455985} {"data_time": 0.009580444544553757, "eta_seconds": 197629.5457569491, "iteration": 3459, "loss_fcos_cls": 0.4741110815666616, "loss_fcos_ctr": 0.633198537863791, "loss_fcos_loc": 0.2906515942886472, "loss_mask": 0.5113761685788631, "loss_maskiou": 0.009196170532959513, "loss_sem_seg": 0.5458376444876194, "lr": 0.01, "mask_rcnn/accuracy": 0.7787461994345568, "mask_rcnn/false_negative": 0.13936465174894558, "mask_rcnn/false_positive": 0.33053522189951345, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.5, "time": 0.7355799283832312, "total_loss": 2.470332806085935} {"data_time": 0.009767040610313416, "eta_seconds": 197493.2282197047, "iteration": 3479, "loss_fcos_cls": 0.47244918532669544, "loss_fcos_ctr": 0.6391863254830241, "loss_fcos_loc": 0.30939320428296924, "loss_mask": 0.5054307673126459, "loss_maskiou": 0.010907391115324572, "loss_sem_seg": 0.467763333581388, "lr": 0.01, "mask_rcnn/accuracy": 0.7974722198201314, "mask_rcnn/false_negative": 0.10619216397098946, "mask_rcnn/false_positive": 0.294305656544761, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 40.5, "time": 0.7348016938194633, "total_loss": 2.4321798459568527} {"data_time": 0.01038314402103424, "eta_seconds": 197494.11536769848, "iteration": 3499, "loss_fcos_cls": 0.4583177613094449, "loss_fcos_ctr": 0.6404829281382263, "loss_fcos_loc": 0.31010284088552, "loss_mask": 0.502608597278595, "loss_maskiou": 0.009488298775977455, "loss_sem_seg": 0.511353138834238, "lr": 0.01, "mask_rcnn/accuracy": 0.7980938208616779, "mask_rcnn/false_negative": 0.12184421309621972, "mask_rcnn/false_positive": 0.3063038340701359, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.75, "time": 0.7418931415304542, "total_loss": 2.4651240100793075} {"data_time": 0.00957232341170311, "eta_seconds": 197495.39799031522, "iteration": 3519, "loss_fcos_cls": 0.49024988198652864, "loss_fcos_ctr": 0.6371742496266961, "loss_fcos_loc": 0.2914618579670787, "loss_mask": 0.49128356762230396, "loss_maskiou": 0.0100323954684427, "loss_sem_seg": 0.5370482336729765, "lr": 0.01, "mask_rcnn/accuracy": 0.8383387532086877, "mask_rcnn/false_negative": 0.1101389337829184, "mask_rcnn/false_positive": 0.26049304739482004, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.5, "time": 0.7552404217422009, "total_loss": 2.474150101217674} {"data_time": 0.011393602937459946, "eta_seconds": 197480.57551531773, "iteration": 3539, "loss_fcos_cls": 0.45359521778300405, "loss_fcos_ctr": 0.63756949827075, "loss_fcos_loc": 0.30145855341106653, "loss_mask": 0.48405797593295574, "loss_maskiou": 0.008691408933373168, "loss_sem_seg": 0.5022709397599101, "lr": 0.01, "mask_rcnn/accuracy": 0.8004990022941261, "mask_rcnn/false_negative": 0.15529609750101458, "mask_rcnn/false_positive": 0.20198601783317, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.25, "time": 0.7435099016875029, "total_loss": 2.408623847324634} {"data_time": 0.009011941030621529, "eta_seconds": 197546.91475071386, "iteration": 3559, "loss_fcos_cls": 0.46785879181697965, "loss_fcos_ctr": 0.6391015783883631, "loss_fcos_loc": 0.3085359944961965, "loss_mask": 0.4981158934533596, "loss_maskiou": 0.009687780868262053, "loss_sem_seg": 0.5811251942068338, "lr": 0.01, "mask_rcnn/accuracy": 0.7999595990191313, "mask_rcnn/false_negative": 0.11269476102825932, "mask_rcnn/false_positive": 0.2244325879193735, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 42.75, "time": 0.7501409007236362, "total_loss": 2.553562615357805} {"data_time": 0.01026072259992361, "eta_seconds": 197569.28045103885, "iteration": 3579, "loss_fcos_cls": 0.4693735339678824, "loss_fcos_ctr": 0.635929087176919, "loss_fcos_loc": 0.3014942929148674, "loss_mask": 0.48760749213397503, "loss_maskiou": 0.009960321796825156, "loss_sem_seg": 0.5325934560969472, "lr": 0.01, "mask_rcnn/accuracy": 0.8061469119059608, "mask_rcnn/false_negative": 0.1483634763535765, "mask_rcnn/false_positive": 0.27717090454277227, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 41.25, "time": 0.7518955133855343, "total_loss": 2.4640795351588167} {"data_time": 0.009641016833484173, "eta_seconds": 197565.4004580211, "iteration": 3599, "loss_fcos_cls": 0.46053134789690375, "loss_fcos_ctr": 0.6370404232293367, "loss_fcos_loc": 0.2909976829541847, "loss_mask": 0.4867670051753521, "loss_maskiou": 0.010511007450986654, "loss_sem_seg": 0.49929181952029467, "lr": 0.01, "mask_rcnn/accuracy": 0.8024475083781266, "mask_rcnn/false_negative": 0.16071282174519955, "mask_rcnn/false_positive": 0.24370384751224722, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.7436081655323505, "total_loss": 2.38183231651783} {"data_time": 0.010857309214770794, "eta_seconds": 197463.85877105687, "iteration": 3619, "loss_fcos_cls": 0.46419107588008046, "loss_fcos_ctr": 0.632915171328932, "loss_fcos_loc": 0.3032695041038096, "loss_mask": 0.484375175088644, "loss_maskiou": 0.009967118268832564, "loss_sem_seg": 0.5855040848255157, "lr": 0.01, "mask_rcnn/accuracy": 0.8073848641684721, "mask_rcnn/false_negative": 0.1250165006651979, "mask_rcnn/false_positive": 0.28154608236742074, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.75, "time": 0.7448204830288887, "total_loss": 2.490509580966318} {"data_time": 0.010116185992956161, "eta_seconds": 197524.78637276776, "iteration": 3639, "loss_fcos_cls": 0.4639686590526253, "loss_fcos_ctr": 0.6405777796171606, "loss_fcos_loc": 0.3101401529274881, "loss_mask": 0.4952569995075464, "loss_maskiou": 0.010220870026387274, "loss_sem_seg": 0.5039127878844738, "lr": 0.01, "mask_rcnn/accuracy": 0.7941380367081898, "mask_rcnn/false_negative": 0.1463391076963338, "mask_rcnn/false_positive": 0.271329696657728, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.25, "time": 0.7566712461411953, "total_loss": 2.4628264321072493} {"data_time": 0.010488062165677547, "eta_seconds": 197391.6406653328, "iteration": 3659, "loss_fcos_cls": 0.44900565408170223, "loss_fcos_ctr": 0.6349591910839081, "loss_fcos_loc": 0.3011687067337334, "loss_mask": 0.4764134157449007, "loss_maskiou": 0.010318086671759374, "loss_sem_seg": 0.5221355920657516, "lr": 0.01, "mask_rcnn/accuracy": 0.8254135523667883, "mask_rcnn/false_negative": 0.12949144522711814, "mask_rcnn/false_positive": 0.28083395476840095, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.75, "time": 0.739102772437036, "total_loss": 2.3711241953569697} {"data_time": 0.009181995876133442, "eta_seconds": 197467.20481558144, "iteration": 3679, "loss_fcos_cls": 0.45108588226139545, "loss_fcos_ctr": 0.6354165077209473, "loss_fcos_loc": 0.30271916510537267, "loss_mask": 0.47821453027427197, "loss_maskiou": 0.010030819830717519, "loss_sem_seg": 0.5425820779055357, "lr": 0.01, "mask_rcnn/accuracy": 0.8408280403998334, "mask_rcnn/false_negative": 0.12795046732372473, "mask_rcnn/false_positive": 0.20614176774690907, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 35.75, "time": 0.746784963645041, "total_loss": 2.4151664630917367} {"data_time": 0.010100353509187698, "eta_seconds": 197452.37555278838, "iteration": 3699, "loss_fcos_cls": 0.45779095496982336, "loss_fcos_ctr": 0.6347192618995905, "loss_fcos_loc": 0.290539737441577, "loss_mask": 0.48043755628168583, "loss_maskiou": 0.010539811686612666, "loss_sem_seg": 0.473425374366343, "lr": 0.01, "mask_rcnn/accuracy": 0.7945416261742793, "mask_rcnn/false_negative": 0.1485067499182548, "mask_rcnn/false_positive": 0.22704921748215595, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.7425592849031091, "total_loss": 2.3773123134160414} {"data_time": 0.009457227773964405, "eta_seconds": 197359.27656342462, "iteration": 3719, "loss_fcos_cls": 0.46880368795245886, "loss_fcos_ctr": 0.6404815819114447, "loss_fcos_loc": 0.31088284170255065, "loss_mask": 0.48422515019774437, "loss_maskiou": 0.010601000882161316, "loss_sem_seg": 0.5124912210740149, "lr": 0.01, "mask_rcnn/accuracy": 0.823639158460587, "mask_rcnn/false_negative": 0.1197524675350965, "mask_rcnn/false_positive": 0.24811650685352665, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 40.5, "time": 0.7320026699453592, "total_loss": 2.409848033625167} {"data_time": 0.01019969955086708, "eta_seconds": 197344.45317936316, "iteration": 3739, "loss_fcos_cls": 0.45907552540302277, "loss_fcos_ctr": 0.6352841465268284, "loss_fcos_loc": 0.2922320291399956, "loss_mask": 0.4851610120385885, "loss_maskiou": 0.009888396903988905, "loss_sem_seg": 0.554018272086978, "lr": 0.01, "mask_rcnn/accuracy": 0.8311921236511172, "mask_rcnn/false_negative": 0.16243786346058256, "mask_rcnn/false_positive": 0.1972916756099538, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 42.0, "time": 0.7444920148700476, "total_loss": 2.4108631745912135} {"data_time": 0.01035822182893753, "eta_seconds": 197407.88776440918, "iteration": 3759, "loss_fcos_cls": 0.43740373896434903, "loss_fcos_ctr": 0.6380720855668187, "loss_fcos_loc": 0.293505399255082, "loss_mask": 0.471641356125474, "loss_maskiou": 0.009935387875884771, "loss_sem_seg": 0.5175897134467959, "lr": 0.01, "mask_rcnn/accuracy": 0.8294377591462117, "mask_rcnn/false_negative": 0.12121685282490849, "mask_rcnn/false_positive": 0.20885691059688466, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 42.25, "time": 0.7485005613416433, "total_loss": 2.3911895012133755} {"data_time": 0.009645623154938221, "eta_seconds": 197451.89757166244, "iteration": 3779, "loss_fcos_cls": 0.45610650442540646, "loss_fcos_ctr": 0.636956337839365, "loss_fcos_loc": 0.2921503442339599, "loss_mask": 0.47694416157901287, "loss_maskiou": 0.009717262699268758, "loss_sem_seg": 0.5401738686487079, "lr": 0.01, "mask_rcnn/accuracy": 0.8231534462841741, "mask_rcnn/false_negative": 0.14395827399820257, "mask_rcnn/false_positive": 0.22309294222671133, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 43.75, "time": 0.760648044757545, "total_loss": 2.3874297599249985} {"data_time": 0.010074607096612453, "eta_seconds": 197430.24685978983, "iteration": 3799, "loss_fcos_cls": 0.4653524965979159, "loss_fcos_ctr": 0.6349242562428117, "loss_fcos_loc": 0.2993265837430954, "loss_mask": 0.47700386121869087, "loss_maskiou": 0.009584658182575367, "loss_sem_seg": 0.5768086696043611, "lr": 0.01, "mask_rcnn/accuracy": 0.8200608724119187, "mask_rcnn/false_negative": 0.16465478311076157, "mask_rcnn/false_positive": 0.2578855016214615, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.75, "time": 0.7308792667463422, "total_loss": 2.457645951741142} {"data_time": 0.009996190667152405, "eta_seconds": 197363.39997603, "iteration": 3819, "loss_fcos_cls": 0.45144219463691115, "loss_fcos_ctr": 0.6337309777736664, "loss_fcos_loc": 0.293712830520235, "loss_mask": 0.4845240283757448, "loss_maskiou": 0.009662475960794836, "loss_sem_seg": 0.49932269426062703, "lr": 0.01, "mask_rcnn/accuracy": 0.8046983130020625, "mask_rcnn/false_negative": 0.1363093216198899, "mask_rcnn/false_positive": 0.25676050853666754, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.5, "time": 0.7226742058992386, "total_loss": 2.3796939779422246} {"data_time": 0.009587354958057404, "eta_seconds": 197407.39652233012, "iteration": 3839, "loss_fcos_cls": 0.43941576685756445, "loss_fcos_ctr": 0.636840496212244, "loss_fcos_loc": 0.2915295346174389, "loss_mask": 0.4793718308210373, "loss_maskiou": 0.010126594424946234, "loss_sem_seg": 0.5407049637287855, "lr": 0.01, "mask_rcnn/accuracy": 0.814273502125367, "mask_rcnn/false_negative": 0.1629175204995923, "mask_rcnn/false_positive": 0.2092734043861863, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 43.25, "time": 0.7436498003080487, "total_loss": 2.4235241644491907} {"data_time": 0.0095609026029706, "eta_seconds": 197408.40129267238, "iteration": 3859, "loss_fcos_cls": 0.45994711155071855, "loss_fcos_ctr": 0.6357135763391852, "loss_fcos_loc": 0.2997241993434727, "loss_mask": 0.4749263469129801, "loss_maskiou": 0.009111966093769297, "loss_sem_seg": 0.5544291192200035, "lr": 0.01, "mask_rcnn/accuracy": 0.8213573048266927, "mask_rcnn/false_negative": 0.1444476117704301, "mask_rcnn/false_positive": 0.22191370324848275, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 46.25, "time": 0.7411201186478138, "total_loss": 2.4301309471265995} {"data_time": 0.010410167276859283, "eta_seconds": 197393.56641933136, "iteration": 3879, "loss_fcos_cls": 0.4534427719190717, "loss_fcos_ctr": 0.6373302489519119, "loss_fcos_loc": 0.296325518283993, "loss_mask": 0.4817781951278448, "loss_maskiou": 0.009031685563968495, "loss_sem_seg": 0.5307216923683882, "lr": 0.01, "mask_rcnn/accuracy": 0.8275025103126357, "mask_rcnn/false_negative": 0.129493260900983, "mask_rcnn/false_positive": 0.22261629232429916, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.0, "time": 0.7435699496418238, "total_loss": 2.409926875552628} {"data_time": 0.009835248813033104, "eta_seconds": 197356.08100509364, "iteration": 3899, "loss_fcos_cls": 0.45213708002120256, "loss_fcos_ctr": 0.6358616231009364, "loss_fcos_loc": 0.3024843321181834, "loss_mask": 0.4727958757430315, "loss_maskiou": 0.009631462511606514, "loss_sem_seg": 0.472886367700994, "lr": 0.01, "mask_rcnn/accuracy": 0.8000323636917454, "mask_rcnn/false_negative": 0.1126280856329137, "mask_rcnn/false_positive": 0.2721821921933729, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 47.0, "time": 0.7358318474143744, "total_loss": 2.364925548201427} {"data_time": 0.009062031283974648, "eta_seconds": 197321.4633995695, "iteration": 3919, "loss_fcos_cls": 0.44537699734792113, "loss_fcos_ctr": 0.6369589045643806, "loss_fcos_loc": 0.2915122233098373, "loss_mask": 0.48294792510569096, "loss_maskiou": 0.010221273303613998, "loss_sem_seg": 0.5172605086117983, "lr": 0.01, "mask_rcnn/accuracy": 0.8370988441672966, "mask_rcnn/false_negative": 0.12794685978640652, "mask_rcnn/false_positive": 0.20649900570807367, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7249417454004288, "total_loss": 2.369865415050299} {"data_time": 0.009319962933659554, "eta_seconds": 197306.6317157289, "iteration": 3939, "loss_fcos_cls": 0.4500997690483928, "loss_fcos_ctr": 0.6372253587469459, "loss_fcos_loc": 0.30123524786904454, "loss_mask": 0.4685781840234995, "loss_maskiou": 0.0102229480544338, "loss_sem_seg": 0.4630713751539588, "lr": 0.01, "mask_rcnn/accuracy": 0.8126168092959885, "mask_rcnn/false_negative": 0.14012356556659955, "mask_rcnn/false_positive": 0.2247919118571868, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 45.75, "time": 0.7332783155143261, "total_loss": 2.3831910171429627} {"data_time": 0.009499777108430862, "eta_seconds": 197256.24429514632, "iteration": 3959, "loss_fcos_cls": 0.46098545799031854, "loss_fcos_ctr": 0.6392872165888548, "loss_fcos_loc": 0.3037376068532467, "loss_mask": 0.46824606880545616, "loss_maskiou": 0.009906910636345856, "loss_sem_seg": 0.5904279863461852, "lr": 0.01, "mask_rcnn/accuracy": 0.8014930727421565, "mask_rcnn/false_negative": 0.12703735492275023, "mask_rcnn/false_positive": 0.23669539308522364, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 34.0, "time": 0.72222192119807, "total_loss": 2.4223224143788684} {"data_time": 0.009148770943284035, "eta_seconds": 197303.5607405547, "iteration": 3979, "loss_fcos_cls": 0.4730149507522583, "loss_fcos_ctr": 0.6394096594303846, "loss_fcos_loc": 0.3070483149494976, "loss_mask": 0.47738632187247276, "loss_maskiou": 0.010766741179395467, "loss_sem_seg": 0.5605644956231117, "lr": 0.01, "mask_rcnn/accuracy": 0.8017482976336603, "mask_rcnn/false_negative": 0.13223039105994772, "mask_rcnn/false_positive": 0.23725440329888944, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7454697983339429, "total_loss": 2.46713140635984} {"data_time": 0.009452451020479202, "eta_seconds": 197310.10019925702, "iteration": 3999, "loss_fcos_cls": 0.4530313960276544, "loss_fcos_ctr": 0.6387591869570315, "loss_fcos_loc": 0.3048913011152763, "loss_mask": 0.4597002863883972, "loss_maskiou": 0.010445230873301625, "loss_sem_seg": 0.5288890618830919, "lr": 0.01, "mask_rcnn/accuracy": 0.8246734752420761, "mask_rcnn/false_negative": 0.1130311184518488, "mask_rcnn/false_positive": 0.23014857681401674, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.25, "time": 0.75715755764395, "total_loss": 2.436365600064164} {"data_time": 0.009397836402058601, "eta_seconds": 197261.58916678932, "iteration": 4019, "loss_fcos_cls": 0.4369470477104187, "loss_fcos_ctr": 0.6373521322384477, "loss_fcos_loc": 0.294914644677192, "loss_mask": 0.42634826339781284, "loss_maskiou": 0.009990556936827488, "loss_sem_seg": 0.5113277416676283, "lr": 0.01, "mask_rcnn/accuracy": 0.8145275947019779, "mask_rcnn/false_negative": 0.12920400865377665, "mask_rcnn/false_positive": 0.2362098055289471, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7317439820617437, "total_loss": 2.323972799247713} {"data_time": 0.01111334003508091, "eta_seconds": 197076.0043074414, "iteration": 4039, "loss_fcos_cls": 0.43364552734419703, "loss_fcos_ctr": 0.6354300603270531, "loss_fcos_loc": 0.3015686818398535, "loss_mask": 0.4065442122519016, "loss_maskiou": 0.010009986843215302, "loss_sem_seg": 0.47618690598756075, "lr": 0.01, "mask_rcnn/accuracy": 0.8311870776738789, "mask_rcnn/false_negative": 0.1435529649989037, "mask_rcnn/false_positive": 0.18252952502431147, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 38.25, "time": 0.7200556313619018, "total_loss": 2.2893118176725693} {"data_time": 0.01004661526530981, "eta_seconds": 197064.8911217507, "iteration": 4059, "loss_fcos_cls": 0.4411668465472758, "loss_fcos_ctr": 0.63547792006284, "loss_fcos_loc": 0.2953190424013883, "loss_mask": 0.4015684947371483, "loss_maskiou": 0.010592742532026023, "loss_sem_seg": 0.478680313564837, "lr": 0.01, "mask_rcnn/accuracy": 0.8117321928771508, "mask_rcnn/false_negative": 0.11043359848459493, "mask_rcnn/false_positive": 0.26502251303620916, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 40.5, "time": 0.7459596134722233, "total_loss": 2.28021041896136} {"data_time": 0.009968127124011517, "eta_seconds": 197044.86490179691, "iteration": 4079, "loss_fcos_cls": 0.46800954453647137, "loss_fcos_ctr": 0.637357038911432, "loss_fcos_loc": 0.29897197999525815, "loss_mask": 0.4049699120223522, "loss_maskiou": 0.010316973406588659, "loss_sem_seg": 0.4860474350862205, "lr": 0.01, "mask_rcnn/accuracy": 0.8257490616485148, "mask_rcnn/false_negative": 0.12699600833525881, "mask_rcnn/false_positive": 0.24779941294003344, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7335649756714702, "total_loss": 2.3294348276394885} {"data_time": 0.009980477392673492, "eta_seconds": 197031.54455485195, "iteration": 4099, "loss_fcos_cls": 0.4684192989952862, "loss_fcos_ctr": 0.6362613185774535, "loss_fcos_loc": 0.2964634830132127, "loss_mask": 0.39486549235880375, "loss_maskiou": 0.01050786636187695, "loss_sem_seg": 0.46390371210873127, "lr": 0.01, "mask_rcnn/accuracy": 0.8112660513643659, "mask_rcnn/false_negative": 0.11758991680992081, "mask_rcnn/false_positive": 0.25758778663560544, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.25, "time": 0.7429411429911852, "total_loss": 2.284634445037227} {"data_time": 0.009045490063726902, "eta_seconds": 196799.66652662493, "iteration": 4119, "loss_fcos_cls": 0.4412635355256498, "loss_fcos_ctr": 0.6368266446515918, "loss_fcos_loc": 0.3019109186716378, "loss_mask": 0.4008455369621515, "loss_maskiou": 0.010342019246309064, "loss_sem_seg": 0.5115078585222363, "lr": 0.01, "mask_rcnn/accuracy": 0.800052387026239, "mask_rcnn/false_negative": 0.09879575046948175, "mask_rcnn/false_positive": 0.31152769793456647, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.25, "time": 0.733561365865171, "total_loss": 2.3385441778518725} {"data_time": 0.009907074272632599, "eta_seconds": 196757.87972754985, "iteration": 4139, "loss_fcos_cls": 0.44891161751002073, "loss_fcos_ctr": 0.6373064848594368, "loss_fcos_loc": 0.2948172097094357, "loss_mask": 0.3930465616285801, "loss_maskiou": 0.009962456446373835, "loss_sem_seg": 0.5036520957946777, "lr": 0.01, "mask_rcnn/accuracy": 0.805805324305627, "mask_rcnn/false_negative": 0.1395395357362752, "mask_rcnn/false_positive": 0.21030603704857856, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.25, "time": 0.7323803585022688, "total_loss": 2.281638959495467} {"data_time": 0.009653971530497074, "eta_seconds": 196770.05934649147, "iteration": 4159, "loss_fcos_cls": 0.4575776467099786, "loss_fcos_ctr": 0.6351643521338701, "loss_fcos_loc": 0.291311657987535, "loss_mask": 0.4029460456222296, "loss_maskiou": 0.009991273982450366, "loss_sem_seg": 0.5012969821691513, "lr": 0.01, "mask_rcnn/accuracy": 0.8069541161059018, "mask_rcnn/false_negative": 0.11775078102800157, "mask_rcnn/false_positive": 0.26852873753806356, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 37.25, "time": 0.7472316483035684, "total_loss": 2.3143861357239075} {"data_time": 0.01036145631223917, "eta_seconds": 196664.4558102619, "iteration": 4179, "loss_fcos_cls": 0.43892248533666134, "loss_fcos_ctr": 0.6373245567083359, "loss_fcos_loc": 0.2959349863231182, "loss_mask": 0.3892861045897007, "loss_maskiou": 0.00967913624481298, "loss_sem_seg": 0.5171727472916245, "lr": 0.01, "mask_rcnn/accuracy": 0.8351236531944479, "mask_rcnn/false_negative": 0.13068535426240924, "mask_rcnn/false_positive": 0.23407763742524113, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.739076173864305, "total_loss": 2.2809062107407954} {"data_time": 0.009248617105185986, "eta_seconds": 196599.21328922268, "iteration": 4199, "loss_fcos_cls": 0.44022410036996007, "loss_fcos_ctr": 0.6325890375301242, "loss_fcos_loc": 0.28447165235411376, "loss_mask": 0.39392005559057, "loss_maskiou": 0.010284502641297877, "loss_sem_seg": 0.4773238329216838, "lr": 0.01, "mask_rcnn/accuracy": 0.8185252406747823, "mask_rcnn/false_negative": 0.12349132171019866, "mask_rcnn/false_positive": 0.2189151864850949, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 46.25, "time": 0.7417715676128864, "total_loss": 2.2906884897092823} {"data_time": 0.010230233892798424, "eta_seconds": 196551.99640659988, "iteration": 4219, "loss_fcos_cls": 0.4313444131985307, "loss_fcos_ctr": 0.6350163295865059, "loss_fcos_loc": 0.29148859658744186, "loss_mask": 0.4098086319863796, "loss_maskiou": 0.00990452931728214, "loss_sem_seg": 0.46660024113953114, "lr": 0.01, "mask_rcnn/accuracy": 0.8122148249543719, "mask_rcnn/false_negative": 0.14849631548321973, "mask_rcnn/false_positive": 0.2580612404912253, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.0, "time": 0.724649210460484, "total_loss": 2.2583048108790535} {"data_time": 0.010180364362895489, "eta_seconds": 196506.2085718168, "iteration": 4239, "loss_fcos_cls": 0.4513100450858474, "loss_fcos_ctr": 0.6353828897699714, "loss_fcos_loc": 0.29524868726730347, "loss_mask": 0.40612639486789703, "loss_maskiou": 0.011477521882625297, "loss_sem_seg": 0.5160199906677008, "lr": 0.01, "mask_rcnn/accuracy": 0.8134800812822329, "mask_rcnn/false_negative": 0.1308212729229455, "mask_rcnn/false_positive": 0.25171596638634675, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.0, "time": 0.7497889436781406, "total_loss": 2.2864234509470407} {"data_time": 0.01000624243170023, "eta_seconds": 196532.3159747459, "iteration": 4259, "loss_fcos_cls": 0.42920161224901676, "loss_fcos_ctr": 0.6360528506338596, "loss_fcos_loc": 0.30085661727935076, "loss_mask": 0.3898401241749525, "loss_maskiou": 0.011186926014488563, "loss_sem_seg": 0.4984726617112756, "lr": 0.01, "mask_rcnn/accuracy": 0.8331941533996607, "mask_rcnn/false_negative": 0.12402583780628482, "mask_rcnn/false_positive": 0.21244562066858508, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.7451469274237752, "total_loss": 2.2604262811364606} {"data_time": 0.00944187305867672, "eta_seconds": 196540.04143861588, "iteration": 4279, "loss_fcos_cls": 0.4363461323082447, "loss_fcos_ctr": 0.6316824601963162, "loss_fcos_loc": 0.28557024570181966, "loss_mask": 0.38585264980793, "loss_maskiou": 0.010385334768216126, "loss_sem_seg": 0.47965324111282825, "lr": 0.01, "mask_rcnn/accuracy": 0.8193520546284389, "mask_rcnn/false_negative": 0.1466096097551589, "mask_rcnn/false_positive": 0.24611235847130444, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 38.25, "time": 0.7394774295389652, "total_loss": 2.263592627248727} {"data_time": 0.010002749040722847, "eta_seconds": 196502.73343897238, "iteration": 4299, "loss_fcos_cls": 0.4291918680537492, "loss_fcos_ctr": 0.6372972913086414, "loss_fcos_loc": 0.2832203255966306, "loss_mask": 0.37968566454946995, "loss_maskiou": 0.010034524428192526, "loss_sem_seg": 0.4876263998448849, "lr": 0.01, "mask_rcnn/accuracy": 0.839937641723356, "mask_rcnn/false_negative": 0.11631222227823089, "mask_rcnn/false_positive": 0.22154193459240518, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 42.5, "time": 0.7479940075427294, "total_loss": 2.2530694231390953} {"data_time": 0.010089440271258354, "eta_seconds": 196510.45551331248, "iteration": 4319, "loss_fcos_cls": 0.44457682967185974, "loss_fcos_ctr": 0.6322758793830872, "loss_fcos_loc": 0.27874311665073037, "loss_mask": 0.3738407753407955, "loss_maskiou": 0.01004028609895613, "loss_sem_seg": 0.47730248235166073, "lr": 0.01, "mask_rcnn/accuracy": 0.8388316401121853, "mask_rcnn/false_negative": 0.11419219941786835, "mask_rcnn/false_positive": 0.25544382701916535, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.75, "time": 0.7523624086752534, "total_loss": 2.25754359914572} {"data_time": 0.010120955295860767, "eta_seconds": 196546.08174301498, "iteration": 4339, "loss_fcos_cls": 0.4484000550583005, "loss_fcos_ctr": 0.6349281584843993, "loss_fcos_loc": 0.29122073110193014, "loss_mask": 0.38916483148932457, "loss_maskiou": 0.010749540437245741, "loss_sem_seg": 0.5023295916616917, "lr": 0.01, "mask_rcnn/accuracy": 0.8167139325745291, "mask_rcnn/false_negative": 0.09991967460983536, "mask_rcnn/false_positive": 0.24681100886130394, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.5, "time": 0.7402446419000626, "total_loss": 2.331397613961599} {"data_time": 0.00979635026305914, "eta_seconds": 196458.3596353121, "iteration": 4359, "loss_fcos_cls": 0.4530269345268607, "loss_fcos_ctr": 0.6331550981849432, "loss_fcos_loc": 0.280178795568645, "loss_mask": 0.39307702518999577, "loss_maskiou": 0.009859435725957155, "loss_sem_seg": 0.4989826241508126, "lr": 0.01, "mask_rcnn/accuracy": 0.8249185543782731, "mask_rcnn/false_negative": 0.14038793093470708, "mask_rcnn/false_positive": 0.250601672852265, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 42.0, "time": 0.7254214398562908, "total_loss": 2.260843257070519} {"data_time": 0.01128145307302475, "eta_seconds": 196408.01137077902, "iteration": 4379, "loss_fcos_cls": 0.44274831283837557, "loss_fcos_ctr": 0.6343285460025072, "loss_fcos_loc": 0.2946503070415929, "loss_mask": 0.38207053765654564, "loss_maskiou": 0.009224939945852384, "loss_sem_seg": 0.47320471331477165, "lr": 0.01, "mask_rcnn/accuracy": 0.8413928343076361, "mask_rcnn/false_negative": 0.1439982170241375, "mask_rcnn/false_positive": 0.20497206051928007, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.5, "time": 0.7402049750089645, "total_loss": 2.2532736021385062} {"data_time": 0.009552983567118645, "eta_seconds": 196501.69146779738, "iteration": 4399, "loss_fcos_cls": 0.4330803396878764, "loss_fcos_ctr": 0.6371540296822786, "loss_fcos_loc": 0.2892958528827876, "loss_mask": 0.38759855180978775, "loss_maskiou": 0.010306034964742139, "loss_sem_seg": 0.5029613487422466, "lr": 0.01, "mask_rcnn/accuracy": 0.827570077504455, "mask_rcnn/false_negative": 0.1101417120536491, "mask_rcnn/false_positive": 0.21628560204806457, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 43.0, "time": 0.760670074261725, "total_loss": 2.2563343660440296} {"data_time": 0.010352986864745617, "eta_seconds": 196528.6615507314, "iteration": 4419, "loss_fcos_cls": 0.4508869657292962, "loss_fcos_ctr": 0.634334858506918, "loss_fcos_loc": 0.29044297034852207, "loss_mask": 0.37911186926066875, "loss_maskiou": 0.00888753923936747, "loss_sem_seg": 0.5042717135511339, "lr": 0.01, "mask_rcnn/accuracy": 0.8467461777069631, "mask_rcnn/false_negative": 0.09316574908779618, "mask_rcnn/false_positive": 0.26500280529568265, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.0, "time": 0.7518726531416178, "total_loss": 2.254427568317624} {"data_time": 0.01030387170612812, "eta_seconds": 196562.80908555724, "iteration": 4439, "loss_fcos_cls": 0.447363686747849, "loss_fcos_ctr": 0.6331264758482575, "loss_fcos_loc": 0.29167701303958893, "loss_mask": 0.3838767074048519, "loss_maskiou": 0.010390162351541221, "loss_sem_seg": 0.48589095706120133, "lr": 0.01, "mask_rcnn/accuracy": 0.81720647842657, "mask_rcnn/false_negative": 0.1267835606688031, "mask_rcnn/false_positive": 0.24542836651498828, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.5, "time": 0.7375029204413295, "total_loss": 2.2869067576684756} {"data_time": 0.010193681344389915, "eta_seconds": 196738.20849051233, "iteration": 4459, "loss_fcos_cls": 0.443121999502182, "loss_fcos_ctr": 0.6376614789478481, "loss_fcos_loc": 0.29081801511347294, "loss_mask": 0.3875135499984026, "loss_maskiou": 0.010663627355825156, "loss_sem_seg": 0.48372228909283876, "lr": 0.01, "mask_rcnn/accuracy": 0.8211045400339995, "mask_rcnn/false_negative": 0.11548680199568803, "mask_rcnn/false_positive": 0.23959960905530608, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 45.25, "time": 0.7472584405913949, "total_loss": 2.271721461962443} {"data_time": 0.010677061043679714, "eta_seconds": 196744.23972679954, "iteration": 4479, "loss_fcos_cls": 0.4369551897980273, "loss_fcos_ctr": 0.6393497893586755, "loss_fcos_loc": 0.29552664747461677, "loss_mask": 0.3753670435398817, "loss_maskiou": 0.010496464165044017, "loss_sem_seg": 0.48050694447010756, "lr": 0.01, "mask_rcnn/accuracy": 0.8395920025448793, "mask_rcnn/false_negative": 0.13852426622251235, "mask_rcnn/false_positive": 0.2076645863920346, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.25, "time": 0.7393391421064734, "total_loss": 2.192129775212379} {"data_time": 0.009042867459356785, "eta_seconds": 196708.57265898492, "iteration": 4499, "loss_fcos_cls": 0.44866192201152444, "loss_fcos_ctr": 0.6369476253166795, "loss_fcos_loc": 0.2971565122716129, "loss_mask": 0.397817874327302, "loss_maskiou": 0.009795750345801935, "loss_sem_seg": 0.4742707759141922, "lr": 0.01, "mask_rcnn/accuracy": 0.8168610902635454, "mask_rcnn/false_negative": 0.09506721947625567, "mask_rcnn/false_positive": 0.2703614854248089, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 45.75, "time": 0.7300176173448563, "total_loss": 2.2532938849763013} {"data_time": 0.009943443350493908, "eta_seconds": 196503.5947252903, "iteration": 4519, "loss_fcos_cls": 0.44113481836393476, "loss_fcos_ctr": 0.6346081970259547, "loss_fcos_loc": 0.2883761168923229, "loss_mask": 0.3672390002757311, "loss_maskiou": 0.010050055891042575, "loss_sem_seg": 0.5623981151729822, "lr": 0.01, "mask_rcnn/accuracy": 0.8373079188441153, "mask_rcnn/false_negative": 0.1119671444124968, "mask_rcnn/false_positive": 0.18915524926517177, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.5, "time": 0.7262343671172857, "total_loss": 2.3186856164538767} {"data_time": 0.00980811845511198, "eta_seconds": 196439.86212838534, "iteration": 4539, "loss_fcos_cls": 0.4311408968642354, "loss_fcos_ctr": 0.6346012214198709, "loss_fcos_loc": 0.27303523453883827, "loss_mask": 0.3608617838472128, "loss_maskiou": 0.009614759823307395, "loss_sem_seg": 0.47139366809278727, "lr": 0.01, "mask_rcnn/accuracy": 0.8281797384945881, "mask_rcnn/false_negative": 0.13714050230792146, "mask_rcnn/false_positive": 0.23767015875164427, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 41.5, "time": 0.733061351813376, "total_loss": 2.2088914571795613} {"data_time": 0.008930636569857597, "eta_seconds": 196447.04696349055, "iteration": 4559, "loss_fcos_cls": 0.4702306636609137, "loss_fcos_ctr": 0.6340266149491072, "loss_fcos_loc": 0.2924351216061041, "loss_mask": 0.38353952672332525, "loss_maskiou": 0.011013403738616034, "loss_sem_seg": 0.514609407633543, "lr": 0.01, "mask_rcnn/accuracy": 0.8253273492119919, "mask_rcnn/false_negative": 0.09532840360980521, "mask_rcnn/false_positive": 0.23473058759726412, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 36.5, "time": 0.7619080105796456, "total_loss": 2.3148411521688104} {"data_time": 0.01024128682911396, "eta_seconds": 196318.14699884038, "iteration": 4579, "loss_fcos_cls": 0.431342757306993, "loss_fcos_ctr": 0.6391995744779706, "loss_fcos_loc": 0.29639471252448857, "loss_mask": 0.3785166498273611, "loss_maskiou": 0.00994750251993537, "loss_sem_seg": 0.4660004498437047, "lr": 0.01, "mask_rcnn/accuracy": 0.8234165007466401, "mask_rcnn/false_negative": 0.12727176789661843, "mask_rcnn/false_positive": 0.24725162207330348, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.75, "time": 0.7305222246795893, "total_loss": 2.2272649017104413} {"data_time": 0.009842932224273682, "eta_seconds": 196280.86442067102, "iteration": 4599, "loss_fcos_cls": 0.4312702240422368, "loss_fcos_ctr": 0.6369641469791532, "loss_fcos_loc": 0.29203435173258185, "loss_mask": 0.3741448260843754, "loss_maskiou": 0.010919590393314138, "loss_sem_seg": 0.5000865254551172, "lr": 0.01, "mask_rcnn/accuracy": 0.8382328581361319, "mask_rcnn/false_negative": 0.10925165705294189, "mask_rcnn/false_positive": 0.21109108911370011, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.25, "time": 0.7386815249919891, "total_loss": 2.2223986058088485} {"data_time": 0.009336343966424465, "eta_seconds": 196230.54828341398, "iteration": 4619, "loss_fcos_cls": 0.4531271355226636, "loss_fcos_ctr": 0.6318374136462808, "loss_fcos_loc": 0.2852315781638026, "loss_mask": 0.3798479065299034, "loss_maskiou": 0.010327733907615766, "loss_sem_seg": 0.4437085222452879, "lr": 0.01, "mask_rcnn/accuracy": 0.8292736617290735, "mask_rcnn/false_negative": 0.12220467711000493, "mask_rcnn/false_positive": 0.21888448822293163, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 41.75, "time": 0.7438746327534318, "total_loss": 2.1856264045636635} {"data_time": 0.00958982203155756, "eta_seconds": 196031.87417889852, "iteration": 4639, "loss_fcos_cls": 0.4425299637950957, "loss_fcos_ctr": 0.6353164725005627, "loss_fcos_loc": 0.2921197758987546, "loss_mask": 0.36029325891286135, "loss_maskiou": 0.009658851646236144, "loss_sem_seg": 0.5272082628216594, "lr": 0.01, "mask_rcnn/accuracy": 0.8255174410189607, "mask_rcnn/false_negative": 0.13692113381751408, "mask_rcnn/false_positive": 0.22235296954950243, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7247170601040125, "total_loss": 2.2791565244842786} {"data_time": 0.008875565603375435, "eta_seconds": 196044.36620754004, "iteration": 4659, "loss_fcos_cls": 0.4343624608591199, "loss_fcos_ctr": 0.6357270954176784, "loss_fcos_loc": 0.2798950131982565, "loss_mask": 0.35320002771914005, "loss_maskiou": 0.010025617986684665, "loss_sem_seg": 0.48163529857993126, "lr": 0.01, "mask_rcnn/accuracy": 0.8414219875897244, "mask_rcnn/false_negative": 0.09615189132559726, "mask_rcnn/false_positive": 0.2424741443621203, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.25, "time": 0.7481825826689601, "total_loss": 2.190177801589016} {"data_time": 0.01073580514639616, "eta_seconds": 196002.32471621502, "iteration": 4679, "loss_fcos_cls": 0.43344819359481335, "loss_fcos_ctr": 0.6337337112054229, "loss_fcos_loc": 0.2867468693293631, "loss_mask": 0.3653827076777816, "loss_maskiou": 0.009556462478940375, "loss_sem_seg": 0.5293701263144612, "lr": 0.01, "mask_rcnn/accuracy": 0.8548618784226374, "mask_rcnn/false_negative": 0.10949923749026338, "mask_rcnn/false_positive": 0.21304196268322845, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 42.5, "time": 0.748949958011508, "total_loss": 2.234332016814733} {"data_time": 0.009390689432621002, "eta_seconds": 195951.48557563033, "iteration": 4699, "loss_fcos_cls": 0.45249057235196233, "loss_fcos_ctr": 0.6338203330524266, "loss_fcos_loc": 0.2859543382655829, "loss_mask": 0.3800014518201351, "loss_maskiou": 0.0107687161071226, "loss_sem_seg": 0.5390755450353026, "lr": 0.01, "mask_rcnn/accuracy": 0.8396356972987793, "mask_rcnn/false_negative": 0.1270829749050305, "mask_rcnn/false_positive": 0.19592908979705778, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.75, "time": 0.736200382001698, "total_loss": 2.26392657647375} {"data_time": 0.009758302941918373, "eta_seconds": 195972.77525353152, "iteration": 4719, "loss_fcos_cls": 0.4384370003826916, "loss_fcos_ctr": 0.6392406960949302, "loss_fcos_loc": 0.29162782011553645, "loss_mask": 0.38151125609874725, "loss_maskiou": 0.00912716519087553, "loss_sem_seg": 0.49138511903584003, "lr": 0.01, "mask_rcnn/accuracy": 0.8292701863354037, "mask_rcnn/false_negative": 0.08952368683907747, "mask_rcnn/false_positive": 0.22948543332724272, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.5, "time": 0.7342730741947889, "total_loss": 2.244894015006139} {"data_time": 0.010210747830569744, "eta_seconds": 195889.49114396423, "iteration": 4739, "loss_fcos_cls": 0.42957721557468176, "loss_fcos_ctr": 0.6359553504735231, "loss_fcos_loc": 0.28913712850771844, "loss_mask": 0.39183491095900536, "loss_maskiou": 0.010018471599323675, "loss_sem_seg": 0.4989128727465868, "lr": 0.01, "mask_rcnn/accuracy": 0.8283004288671991, "mask_rcnn/false_negative": 0.11343629568060604, "mask_rcnn/false_positive": 0.23581401572564387, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 44.25, "time": 0.7332155965268612, "total_loss": 2.2615973643551115} {"data_time": 0.009402003139257431, "eta_seconds": 195816.828074147, "iteration": 4759, "loss_fcos_cls": 0.4277482978068292, "loss_fcos_ctr": 0.6330962246283889, "loss_fcos_loc": 0.278627157676965, "loss_mask": 0.37152590975165367, "loss_maskiou": 0.010422471561469138, "loss_sem_seg": 0.4565175315365195, "lr": 0.01, "mask_rcnn/accuracy": 0.840064135823821, "mask_rcnn/false_negative": 0.12963296554402076, "mask_rcnn/false_positive": 0.2155042042321049, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 39.5, "time": 0.7347257640212774, "total_loss": 2.1922378130839206} {"data_time": 0.010208776220679283, "eta_seconds": 195802.06287358794, "iteration": 4779, "loss_fcos_cls": 0.43199942260980606, "loss_fcos_ctr": 0.6356302094645798, "loss_fcos_loc": 0.29815947893075645, "loss_mask": 0.3726649284362793, "loss_maskiou": 0.010048273368738592, "loss_sem_seg": 0.46741035114973783, "lr": 0.01, "mask_rcnn/accuracy": 0.8456943408592673, "mask_rcnn/false_negative": 0.12013752797183616, "mask_rcnn/false_positive": 0.18775049926090207, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 41.5, "time": 0.7425127327442169, "total_loss": 2.2639903588278685} {"data_time": 0.009617287665605545, "eta_seconds": 195628.81852334458, "iteration": 4799, "loss_fcos_cls": 0.4119570888578892, "loss_fcos_ctr": 0.6382066216319799, "loss_fcos_loc": 0.3000649097375572, "loss_mask": 0.34798602014780045, "loss_maskiou": 0.008993529598228633, "loss_sem_seg": 0.49591947393491864, "lr": 0.01, "mask_rcnn/accuracy": 0.8278576334379906, "mask_rcnn/false_negative": 0.12746572200750236, "mask_rcnn/false_positive": 0.22847231437205662, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.25, "time": 0.7164667584002018, "total_loss": 2.209933463120251} {"data_time": 0.009626472368836403, "eta_seconds": 195781.0104260752, "iteration": 4819, "loss_fcos_cls": 0.42735715745948255, "loss_fcos_ctr": 0.639670867472887, "loss_fcos_loc": 0.30068068066611886, "loss_mask": 0.36768101062625647, "loss_maskiou": 0.009772292949492112, "loss_sem_seg": 0.5219833357259631, "lr": 0.01, "mask_rcnn/accuracy": 0.823553952391876, "mask_rcnn/false_negative": 0.15140816547999314, "mask_rcnn/false_positive": 0.22130456618378078, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.25, "time": 0.7492364579811692, "total_loss": 2.2737878656189423} {"data_time": 0.010182895697653294, "eta_seconds": 195787.4237954244, "iteration": 4839, "loss_fcos_cls": 0.445512562058866, "loss_fcos_ctr": 0.6350571387447417, "loss_fcos_loc": 0.2846283984836191, "loss_mask": 0.3485869113355875, "loss_maskiou": 0.009300734353018925, "loss_sem_seg": 0.484833937138319, "lr": 0.01, "mask_rcnn/accuracy": 0.8231817942988191, "mask_rcnn/false_negative": 0.1328469077793952, "mask_rcnn/false_positive": 0.24381241231155892, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.0, "time": 0.7468539914116263, "total_loss": 2.189171659789281} {"data_time": 0.010212189517915249, "eta_seconds": 195751.47874613944, "iteration": 4859, "loss_fcos_cls": 0.42454463709145784, "loss_fcos_ctr": 0.6326091140508652, "loss_fcos_loc": 0.2764132721349597, "loss_mask": 0.34541477635502815, "loss_maskiou": 0.009452624479308724, "loss_sem_seg": 0.40194720355793834, "lr": 0.01, "mask_rcnn/accuracy": 0.8355788025220066, "mask_rcnn/false_negative": 0.12149095904166544, "mask_rcnn/false_positive": 0.23894057417508224, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 44.0, "time": 0.7370326686650515, "total_loss": 2.136290896945866} {"data_time": 0.010002844966948032, "eta_seconds": 195778.69456520583, "iteration": 4879, "loss_fcos_cls": 0.43214031774550676, "loss_fcos_ctr": 0.6352256517857313, "loss_fcos_loc": 0.2886492982506752, "loss_mask": 0.37304670084267855, "loss_maskiou": 0.009785236121388152, "loss_sem_seg": 0.48614359740167856, "lr": 0.01, "mask_rcnn/accuracy": 0.8133944615582083, "mask_rcnn/false_negative": 0.12358383644556777, "mask_rcnn/false_positive": 0.23011843790801212, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 44.5, "time": 0.7473522843793035, "total_loss": 2.2089431297790725} {"data_time": 0.008762864395976067, "eta_seconds": 195776.33842844423, "iteration": 4899, "loss_fcos_cls": 0.4582365117967129, "loss_fcos_ctr": 0.6320967716164887, "loss_fcos_loc": 0.2824701329227537, "loss_mask": 0.3632830595597625, "loss_maskiou": 0.011210382945137098, "loss_sem_seg": 0.48627715930342674, "lr": 0.01, "mask_rcnn/accuracy": 0.8318100300917013, "mask_rcnn/false_negative": 0.10757312727410934, "mask_rcnn/false_positive": 0.20747957135112144, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.25, "time": 0.7404228420928121, "total_loss": 2.2595914514095057} {"data_time": 0.009385056793689728, "eta_seconds": 195756.56505077332, "iteration": 4919, "loss_fcos_cls": 0.4402198065072298, "loss_fcos_ctr": 0.6321818772703409, "loss_fcos_loc": 0.28488631546497345, "loss_mask": 0.36499110143631697, "loss_maskiou": 0.009876850948785432, "loss_sem_seg": 0.462752565741539, "lr": 0.01, "mask_rcnn/accuracy": 0.8173799453992123, "mask_rcnn/false_negative": 0.13833377030605487, "mask_rcnn/false_positive": 0.23982892860737015, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7231335742399096, "total_loss": 2.145042917050887} {"data_time": 0.009490026161074638, "eta_seconds": 195746.79854161944, "iteration": 4939, "loss_fcos_cls": 0.4066017586737871, "loss_fcos_ctr": 0.6314909714274108, "loss_fcos_loc": 0.2822013348340988, "loss_mask": 0.34676571376621723, "loss_maskiou": 0.010090808173117694, "loss_sem_seg": 0.45348899997770786, "lr": 0.01, "mask_rcnn/accuracy": 0.8630780924443008, "mask_rcnn/false_negative": 0.11449130800663956, "mask_rcnn/false_positive": 0.17583228097146725, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 42.5, "time": 0.7396659376099706, "total_loss": 2.169210331303475} {"data_time": 0.009568963199853897, "eta_seconds": 195719.61853741016, "iteration": 4959, "loss_fcos_cls": 0.4184269499965012, "loss_fcos_ctr": 0.6342202611267567, "loss_fcos_loc": 0.2852864881278947, "loss_mask": 0.3536966508254409, "loss_maskiou": 0.0099281952570891, "loss_sem_seg": 0.46773884911090136, "lr": 0.01, "mask_rcnn/accuracy": 0.853678806469771, "mask_rcnn/false_negative": 0.11499173484852943, "mask_rcnn/false_positive": 0.17153571907144946, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.75, "time": 0.7327623460441828, "total_loss": 2.169360167332343} {"data_time": 0.009860957972705364, "eta_seconds": 195602.1951012453, "iteration": 4979, "loss_fcos_cls": 0.43147403094917536, "loss_fcos_ctr": 0.6362743554636836, "loss_fcos_loc": 0.2857652879320085, "loss_mask": 0.35720451083034277, "loss_maskiou": 0.009812485805014148, "loss_sem_seg": 0.45573652908205986, "lr": 0.01, "mask_rcnn/accuracy": 0.8414647108843538, "mask_rcnn/false_negative": 0.12532072282784606, "mask_rcnn/false_positive": 0.21365625250740433, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.7275075791403651, "total_loss": 2.168694051273633} {"data_time": 0.009726587682962418, "eta_seconds": 195461.83314658795, "iteration": 4999, "loss_fcos_cls": 0.43692118721082807, "loss_fcos_ctr": 0.6374580785632133, "loss_fcos_loc": 0.2862598509527743, "loss_mask": 0.35768754966557026, "loss_maskiou": 0.009254739925381728, "loss_sem_seg": 0.5052059825975448, "lr": 0.01, "mask_rcnn/accuracy": 0.8516579208930763, "mask_rcnn/false_negative": 0.10326975205680138, "mask_rcnn/false_positive": 0.207602669279697, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.0, "time": 0.728762817569077, "total_loss": 2.2590180475090165} {"data_time": 0.009222451597452164, "eta_seconds": 195460.0878058048, "iteration": 5019, "loss_fcos_cls": 0.4252800918184221, "loss_fcos_ctr": 0.63665412645787, "loss_fcos_loc": 0.28903906769119203, "loss_mask": 0.36246656626462936, "loss_maskiou": 0.00975316230324097, "loss_sem_seg": 0.4600190087221563, "lr": 0.01, "mask_rcnn/accuracy": 0.8240550212535653, "mask_rcnn/false_negative": 0.14416072938030522, "mask_rcnn/false_positive": 0.20764637718719603, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 39.75, "time": 0.7328788721933961, "total_loss": 2.1847985823987983} {"data_time": 0.010073828510940075, "eta_seconds": 195618.58618642855, "iteration": 5039, "loss_fcos_cls": 0.42393643292598426, "loss_fcos_ctr": 0.6382779199630022, "loss_fcos_loc": 0.30091933719813824, "loss_mask": 0.3629320068284869, "loss_maskiou": 0.009358377064927481, "loss_sem_seg": 0.5021763937547803, "lr": 0.01, "mask_rcnn/accuracy": 0.8338775242239753, "mask_rcnn/false_negative": 0.1082658970740085, "mask_rcnn/false_positive": 0.23216097285220577, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.0, "time": 0.742207913659513, "total_loss": 2.2327103631105274} {"data_time": 0.0102978041395545, "eta_seconds": 195595.35006576125, "iteration": 5059, "loss_fcos_cls": 0.4189857542514801, "loss_fcos_ctr": 0.6379980491474271, "loss_fcos_loc": 0.2972149485722184, "loss_mask": 0.36801169998943806, "loss_maskiou": 0.009166744188405573, "loss_sem_seg": 0.4698048150166869, "lr": 0.01, "mask_rcnn/accuracy": 0.8404929056949734, "mask_rcnn/false_negative": 0.10680219130222504, "mask_rcnn/false_positive": 0.22597735090496057, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.5, "time": 0.7382916305214167, "total_loss": 2.2357227999455063} {"data_time": 0.010092347860336304, "eta_seconds": 195617.45030631032, "iteration": 5079, "loss_fcos_cls": 0.4199330974370241, "loss_fcos_ctr": 0.6354656657204032, "loss_fcos_loc": 0.2848107371246442, "loss_mask": 0.35971927735954523, "loss_maskiou": 0.009452398953726515, "loss_sem_seg": 0.5350261135026813, "lr": 0.01, "mask_rcnn/accuracy": 0.8263151035021874, "mask_rcnn/false_negative": 0.13051216722052883, "mask_rcnn/false_positive": 0.2235152405398834, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 40.5, "time": 0.7449370734393597, "total_loss": 2.1941166732867714} {"data_time": 0.009920703247189522, "eta_seconds": 195513.62754089292, "iteration": 5099, "loss_fcos_cls": 0.42997518414631486, "loss_fcos_ctr": 0.6341688381507993, "loss_fcos_loc": 0.2781495100352913, "loss_mask": 0.35102043114602566, "loss_maskiou": 0.010052296871435829, "loss_sem_seg": 0.47859182953834534, "lr": 0.01, "mask_rcnn/accuracy": 0.8532975119054094, "mask_rcnn/false_negative": 0.10469077249563774, "mask_rcnn/false_positive": 0.19596767477409655, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.731144049204886, "total_loss": 2.206271038361592} {"data_time": 0.010122472420334816, "eta_seconds": 195587.91433893796, "iteration": 5119, "loss_fcos_cls": 0.43243688554503024, "loss_fcos_ctr": 0.6352776009589434, "loss_fcos_loc": 0.2904360038228333, "loss_mask": 0.3678830862045288, "loss_maskiou": 0.01050167519133538, "loss_sem_seg": 0.5354284555651248, "lr": 0.01, "mask_rcnn/accuracy": 0.8297588844280882, "mask_rcnn/false_negative": 0.12363576984531105, "mask_rcnn/false_positive": 0.23857012512800457, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.5, "time": 0.7461488898843527, "total_loss": 2.2789940464135725} {"data_time": 0.009702818468213081, "eta_seconds": 195594.0998257622, "iteration": 5139, "loss_fcos_cls": 0.4206410483457148, "loss_fcos_ctr": 0.6366446502506733, "loss_fcos_loc": 0.29510355507954955, "loss_mask": 0.3666014466434717, "loss_maskiou": 0.010465723549714312, "loss_sem_seg": 0.42404658906161785, "lr": 0.01, "mask_rcnn/accuracy": 0.8187065666783955, "mask_rcnn/false_negative": 0.11066993058785257, "mask_rcnn/false_positive": 0.21751019847967695, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7347914082929492, "total_loss": 2.189832053729333} {"data_time": 0.009676790796220303, "eta_seconds": 195558.3783715656, "iteration": 5159, "loss_fcos_cls": 0.4329456789419055, "loss_fcos_ctr": 0.6369985570199788, "loss_fcos_loc": 0.2853203609120101, "loss_mask": 0.3691834378987551, "loss_maskiou": 0.009170827514026314, "loss_sem_seg": 0.4793283110484481, "lr": 0.01, "mask_rcnn/accuracy": 0.8704212597720089, "mask_rcnn/false_negative": 0.12159438517385233, "mask_rcnn/false_positive": 0.1492199960516255, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7396849580109119, "total_loss": 2.2387943216890562} {"data_time": 0.009415516629815102, "eta_seconds": 195595.693768695, "iteration": 5179, "loss_fcos_cls": 0.42200815211981535, "loss_fcos_ctr": 0.6369031388312578, "loss_fcos_loc": 0.2846610622946173, "loss_mask": 0.3464084044098854, "loss_maskiou": 0.008640746615128592, "loss_sem_seg": 0.509541230276227, "lr": 0.01, "mask_rcnn/accuracy": 0.8254657505714836, "mask_rcnn/false_negative": 0.12031019552873502, "mask_rcnn/false_positive": 0.2297533748684943, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 42.0, "time": 0.7476412141695619, "total_loss": 2.198489295646141} {"data_time": 0.010055956430733204, "eta_seconds": 195528.84240419324, "iteration": 5199, "loss_fcos_cls": 0.4147656406275928, "loss_fcos_ctr": 0.635374937672168, "loss_fcos_loc": 0.29046205757185817, "loss_mask": 0.3441274696961045, "loss_maskiou": 0.009767570561962202, "loss_sem_seg": 0.4558317717164755, "lr": 0.01, "mask_rcnn/accuracy": 0.8388580134434727, "mask_rcnn/false_negative": 0.10428554728336009, "mask_rcnn/false_positive": 0.21076823215853185, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.0, "time": 0.7344587305560708, "total_loss": 2.1717059093061835} {"data_time": 0.009704730473458767, "eta_seconds": 195540.01933384594, "iteration": 5219, "loss_fcos_cls": 0.42901419941335917, "loss_fcos_ctr": 0.6359967798925936, "loss_fcos_loc": 0.2855514216935262, "loss_mask": 0.3478597952052951, "loss_maskiou": 0.009416069427970797, "loss_sem_seg": 0.49255420826375484, "lr": 0.01, "mask_rcnn/accuracy": 0.8497874320685636, "mask_rcnn/false_negative": 0.091084412705112, "mask_rcnn/false_positive": 0.2031476805308012, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.5, "time": 0.731579122133553, "total_loss": 2.2066237641556654} {"data_time": 0.009541355073451996, "eta_seconds": 195520.2519962117, "iteration": 5239, "loss_fcos_cls": 0.4185308450832963, "loss_fcos_ctr": 0.6361156310886145, "loss_fcos_loc": 0.29021506290882826, "loss_mask": 0.3600136823952198, "loss_maskiou": 0.008344747111550532, "loss_sem_seg": 0.4659964619204402, "lr": 0.01, "mask_rcnn/accuracy": 0.828943130282416, "mask_rcnn/false_negative": 0.11919900612019588, "mask_rcnn/false_positive": 0.20581097889418976, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.75, "time": 0.7385766431689262, "total_loss": 2.1614032916986616} {"data_time": 0.00967366062104702, "eta_seconds": 195505.4824303016, "iteration": 5259, "loss_fcos_cls": 0.428176699206233, "loss_fcos_ctr": 0.6316081630066037, "loss_fcos_loc": 0.2835791762336157, "loss_mask": 0.35314113087952137, "loss_maskiou": 0.008708568042493425, "loss_sem_seg": 0.5620589004829526, "lr": 0.01, "mask_rcnn/accuracy": 0.8571422074772184, "mask_rcnn/false_negative": 0.09690068029024379, "mask_rcnn/false_positive": 0.194985188358906, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 41.0, "time": 0.7519788406789303, "total_loss": 2.2472794018976856} {"data_time": 0.009802136570215225, "eta_seconds": 195450.80138581432, "iteration": 5279, "loss_fcos_cls": 0.4350645695813, "loss_fcos_ctr": 0.6341922078281641, "loss_fcos_loc": 0.28762086445931345, "loss_mask": 0.3603985710069537, "loss_maskiou": 0.009142105584032834, "loss_sem_seg": 0.46707820147275925, "lr": 0.01, "mask_rcnn/accuracy": 0.831298785539857, "mask_rcnn/false_negative": 0.1081875119100579, "mask_rcnn/false_positive": 0.21908318358790058, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.7371120303869247, "total_loss": 2.2158266657497734} {"data_time": 0.010434926487505436, "eta_seconds": 195456.975647985, "iteration": 5299, "loss_fcos_cls": 0.4604775980114937, "loss_fcos_ctr": 0.6377516100183129, "loss_fcos_loc": 0.3028787332586944, "loss_mask": 0.3829219099134207, "loss_maskiou": 0.01016732731659431, "loss_sem_seg": 0.4640318285673857, "lr": 0.01, "mask_rcnn/accuracy": 0.8367332539542911, "mask_rcnn/false_negative": 0.13375548812504134, "mask_rcnn/false_positive": 0.21235076005507264, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.75, "time": 0.7439981456845999, "total_loss": 2.2360357412544545} {"data_time": 0.010030152276158333, "eta_seconds": 195411.86442687828, "iteration": 5319, "loss_fcos_cls": 0.431720654014498, "loss_fcos_ctr": 0.6360990246757865, "loss_fcos_loc": 0.2868298015091568, "loss_mask": 0.37076324969530106, "loss_maskiou": 0.009913742891512811, "loss_sem_seg": 0.4504311305936426, "lr": 0.01, "mask_rcnn/accuracy": 0.8339453405585837, "mask_rcnn/false_negative": 0.10950381434675169, "mask_rcnn/false_positive": 0.19698035159000776, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.75, "time": 0.7540449956431985, "total_loss": 2.2189135726948734} {"data_time": 0.009572301059961319, "eta_seconds": 195388.63725793455, "iteration": 5339, "loss_fcos_cls": 0.41399407805874944, "loss_fcos_ctr": 0.6354513065889478, "loss_fcos_loc": 0.2889253993052989, "loss_mask": 0.36946323048323393, "loss_maskiou": 0.009419395311851986, "loss_sem_seg": 0.48546276753768325, "lr": 0.01, "mask_rcnn/accuracy": 0.8302730134607035, "mask_rcnn/false_negative": 0.11694167481831719, "mask_rcnn/false_positive": 0.24411813755492928, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.25, "time": 0.7410162510350347, "total_loss": 2.2248744374664966} {"data_time": 0.009757001884281635, "eta_seconds": 195436.62972995918, "iteration": 5359, "loss_fcos_cls": 0.42813300620764494, "loss_fcos_ctr": 0.6359956134110689, "loss_fcos_loc": 0.27959096897393465, "loss_mask": 0.3570329826325178, "loss_maskiou": 0.010108578309882432, "loss_sem_seg": 0.4422608194872737, "lr": 0.01, "mask_rcnn/accuracy": 0.813247671227582, "mask_rcnn/false_negative": 0.11149091445604457, "mask_rcnn/false_positive": 0.2605421741857505, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.25, "time": 0.7383271791040897, "total_loss": 2.1650036750361323} {"data_time": 0.00961340218782425, "eta_seconds": 195490.81580012944, "iteration": 5379, "loss_fcos_cls": 0.4198760325089097, "loss_fcos_ctr": 0.6326477974653244, "loss_fcos_loc": 0.2725589098408818, "loss_mask": 0.35307828430086374, "loss_maskiou": 0.010566638346062973, "loss_sem_seg": 0.48231841064989567, "lr": 0.01, "mask_rcnn/accuracy": 0.8199113856068743, "mask_rcnn/false_negative": 0.10569989391407515, "mask_rcnn/false_positive": 0.26582521664337194, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.5, "time": 0.751451225951314, "total_loss": 2.185020023229299} {"data_time": 0.010933787561953068, "eta_seconds": 195344.3416562574, "iteration": 5399, "loss_fcos_cls": 0.4399310480803251, "loss_fcos_ctr": 0.6333873039111495, "loss_fcos_loc": 0.28293987014330924, "loss_mask": 0.34485821053385735, "loss_maskiou": 0.00923752601374872, "loss_sem_seg": 0.48644277127459645, "lr": 0.01, "mask_rcnn/accuracy": 0.8401206321789029, "mask_rcnn/false_negative": 0.11312501525539675, "mask_rcnn/false_positive": 0.19686421382223152, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 31.0, "time": 0.7375884223729372, "total_loss": 2.2099566444085212} {"data_time": 0.009947707876563072, "eta_seconds": 195193.58263424505, "iteration": 5419, "loss_fcos_cls": 0.43359531555324793, "loss_fcos_ctr": 0.6341399657540023, "loss_fcos_loc": 0.2848572734510526, "loss_mask": 0.35681815072894096, "loss_maskiou": 0.009912199908285402, "loss_sem_seg": 0.5479182824492455, "lr": 0.01, "mask_rcnn/accuracy": 0.8318115930848146, "mask_rcnn/false_negative": 0.11246935638044138, "mask_rcnn/false_positive": 0.21158655507776764, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.7330941827967763, "total_loss": 2.2155964565754402} {"data_time": 0.00979411881417036, "eta_seconds": 195178.82771362457, "iteration": 5439, "loss_fcos_cls": 0.425992957316339, "loss_fcos_ctr": 0.631873831152916, "loss_fcos_loc": 0.27527584321796894, "loss_mask": 0.35672362986952066, "loss_maskiou": 0.010099571692990139, "loss_sem_seg": 0.5080152545124292, "lr": 0.01, "mask_rcnn/accuracy": 0.8562179936050485, "mask_rcnn/false_negative": 0.13076968633718175, "mask_rcnn/false_positive": 0.17034784836565547, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.25, "time": 0.7355095604434609, "total_loss": 2.1817975115263835} {"data_time": 0.011056915856897831, "eta_seconds": 195087.90633207, "iteration": 5459, "loss_fcos_cls": 0.41676704911515117, "loss_fcos_ctr": 0.6366041311994195, "loss_fcos_loc": 0.290408959495835, "loss_mask": 0.37825697287917137, "loss_maskiou": 0.011843385989777744, "loss_sem_seg": 0.4683893993496895, "lr": 0.01, "mask_rcnn/accuracy": 0.8267401960784313, "mask_rcnn/false_negative": 0.13396826753450417, "mask_rcnn/false_positive": 0.23143574657982632, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7391950627788901, "total_loss": 2.237436050127144} {"data_time": 0.011069534346461296, "eta_seconds": 194922.74304034002, "iteration": 5479, "loss_fcos_cls": 0.42251546448096633, "loss_fcos_ctr": 0.636089445091784, "loss_fcos_loc": 0.2770337089896202, "loss_mask": 0.35385250113904476, "loss_maskiou": 0.00895628826401662, "loss_sem_seg": 0.48562056105583906, "lr": 0.01, "mask_rcnn/accuracy": 0.8303511196145125, "mask_rcnn/false_negative": 0.10919533449760511, "mask_rcnn/false_positive": 0.20005515162069068, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 41.0, "time": 0.7300063483417034, "total_loss": 2.205132969596889} {"data_time": 0.009275154210627079, "eta_seconds": 194942.76544234436, "iteration": 5499, "loss_fcos_cls": 0.4218638618476689, "loss_fcos_ctr": 0.6369511503726244, "loss_fcos_loc": 0.2926248637959361, "loss_mask": 0.3646262241527438, "loss_maskiou": 0.009988031932152808, "loss_sem_seg": 0.4927282463759184, "lr": 0.01, "mask_rcnn/accuracy": 0.837428949128195, "mask_rcnn/false_negative": 0.1231425258873994, "mask_rcnn/false_positive": 0.21304455392134997, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 44.25, "time": 0.737671828828752, "total_loss": 2.1955428504152223} {"data_time": 0.009929217398166656, "eta_seconds": 195078.28684587125, "iteration": 5519, "loss_fcos_cls": 0.42237528320401907, "loss_fcos_ctr": 0.6336712464690208, "loss_fcos_loc": 0.28265238367021084, "loss_mask": 0.34674552734941244, "loss_maskiou": 0.009419386187801138, "loss_sem_seg": 0.4906545332632959, "lr": 0.01, "mask_rcnn/accuracy": 0.8515675209477731, "mask_rcnn/false_negative": 0.10810685319871563, "mask_rcnn/false_positive": 0.20094086123873656, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 41.75, "time": 0.7504285713657737, "total_loss": 2.19563169660978} {"data_time": 0.010314872488379478, "eta_seconds": 195105.05311052222, "iteration": 5539, "loss_fcos_cls": 0.43240423826500773, "loss_fcos_ctr": 0.6287871757522225, "loss_fcos_loc": 0.27066129073500633, "loss_mask": 0.3506064284592867, "loss_maskiou": 0.009357253089547157, "loss_sem_seg": 0.45702890027314425, "lr": 0.01, "mask_rcnn/accuracy": 0.8520414989390251, "mask_rcnn/false_negative": 0.1119579216818119, "mask_rcnn/false_positive": 0.1897111167333675, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.25, "time": 0.7336299316957593, "total_loss": 2.1607860752701527} {"data_time": 0.009696551598608494, "eta_seconds": 195069.2402756447, "iteration": 5559, "loss_fcos_cls": 0.4260720587335527, "loss_fcos_ctr": 0.6356220170855522, "loss_fcos_loc": 0.2824013859499246, "loss_mask": 0.35836400650441647, "loss_maskiou": 0.009877371863694862, "loss_sem_seg": 0.4679175966884941, "lr": 0.01, "mask_rcnn/accuracy": 0.8303790509881508, "mask_rcnn/false_negative": 0.10232284890465668, "mask_rcnn/false_positive": 0.261068630742894, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.25, "time": 0.7478431910276413, "total_loss": 2.1798957107239403} {"data_time": 0.010030887089669704, "eta_seconds": 195173.5402234532, "iteration": 5579, "loss_fcos_cls": 0.42106333770789206, "loss_fcos_ctr": 0.6329777725040913, "loss_fcos_loc": 0.2789633236825466, "loss_mask": 0.3451175903901458, "loss_maskiou": 0.009858106903266162, "loss_sem_seg": 0.4677824145182967, "lr": 0.01, "mask_rcnn/accuracy": 0.8381705355714515, "mask_rcnn/false_negative": 0.10381389476869957, "mask_rcnn/false_positive": 0.22989143706703896, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7582924636080861, "total_loss": 2.1785758279729635} {"data_time": 0.010320966131985188, "eta_seconds": 195347.12320713792, "iteration": 5599, "loss_fcos_cls": 0.4073803895153105, "loss_fcos_ctr": 0.6372541282325983, "loss_fcos_loc": 0.27592324977740645, "loss_mask": 0.3517060149461031, "loss_maskiou": 0.009715391744975932, "loss_sem_seg": 0.483312128810212, "lr": 0.01, "mask_rcnn/accuracy": 0.8337471049274974, "mask_rcnn/false_negative": 0.13446639180847053, "mask_rcnn/false_positive": 0.2070483779615674, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 40.25, "time": 0.7527705989778042, "total_loss": 2.1733149029169} {"data_time": 0.01065603457391262, "eta_seconds": 195270.71159107983, "iteration": 5619, "loss_fcos_cls": 0.4039121251553297, "loss_fcos_ctr": 0.6345565374940634, "loss_fcos_loc": 0.2884617411182262, "loss_mask": 0.36306782253086567, "loss_maskiou": 0.009903790400130674, "loss_sem_seg": 0.4699626211076975, "lr": 0.01, "mask_rcnn/accuracy": 0.8181738706718643, "mask_rcnn/false_negative": 0.12846668581594156, "mask_rcnn/false_positive": 0.21461654190691587, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.5, "time": 0.7356310253962874, "total_loss": 2.1935263293562457} {"data_time": 0.010028545744717121, "eta_seconds": 195444.65461060219, "iteration": 5639, "loss_fcos_cls": 0.40687848161906004, "loss_fcos_ctr": 0.63389075640589, "loss_fcos_loc": 0.2783905181568116, "loss_mask": 0.3354801004752517, "loss_maskiou": 0.009159453344182111, "loss_sem_seg": 0.45129766408354044, "lr": 0.01, "mask_rcnn/accuracy": 0.8356286314260453, "mask_rcnn/false_negative": 0.1318696754588967, "mask_rcnn/false_positive": 0.18807635217165242, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.741571132093668, "total_loss": 2.1544994952273555} {"data_time": 0.009866802021861076, "eta_seconds": 195302.79346786905, "iteration": 5659, "loss_fcos_cls": 0.41616818122565746, "loss_fcos_ctr": 0.6352382991462946, "loss_fcos_loc": 0.2886954783461988, "loss_mask": 0.3524400321766734, "loss_maskiou": 0.009407385310623795, "loss_sem_seg": 0.4530343972146511, "lr": 0.01, "mask_rcnn/accuracy": 0.8466262238701149, "mask_rcnn/false_negative": 0.13101037716283506, "mask_rcnn/false_positive": 0.18750244920977494, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.25, "time": 0.7337800674140453, "total_loss": 2.160594304674305} {"data_time": 0.009550987742841244, "eta_seconds": 195226.39583958685, "iteration": 5679, "loss_fcos_cls": 0.4056057676207274, "loss_fcos_ctr": 0.6349120573140681, "loss_fcos_loc": 0.2833842635154724, "loss_mask": 0.3496279017999768, "loss_maskiou": 0.009245187655324116, "loss_sem_seg": 0.46672140434384346, "lr": 0.01, "mask_rcnn/accuracy": 0.8690648267180888, "mask_rcnn/false_negative": 0.0995601615626833, "mask_rcnn/false_positive": 0.18834799498507726, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 45.0, "time": 0.7518266262486577, "total_loss": 2.149774718331173} {"data_time": 0.010306855663657188, "eta_seconds": 195208.27752013598, "iteration": 5699, "loss_fcos_cls": 0.43061698134988546, "loss_fcos_ctr": 0.6355135990306735, "loss_fcos_loc": 0.2710372437722981, "loss_mask": 0.33365489076822996, "loss_maskiou": 0.008448991982731968, "loss_sem_seg": 0.4599530706182122, "lr": 0.01, "mask_rcnn/accuracy": 0.8581562391905915, "mask_rcnn/false_negative": 0.11811766550205055, "mask_rcnn/false_positive": 0.1595932721027834, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 42.5, "time": 0.7285555833950639, "total_loss": 2.137743724277243} {"data_time": 0.010022039525210857, "eta_seconds": 195163.86234751996, "iteration": 5719, "loss_fcos_cls": 0.4040641374886036, "loss_fcos_ctr": 0.6356660015881062, "loss_fcos_loc": 0.27481879759579897, "loss_mask": 0.3335694232955575, "loss_maskiou": 0.008978104800917208, "loss_sem_seg": 0.45735458843410015, "lr": 0.01, "mask_rcnn/accuracy": 0.8389657521171734, "mask_rcnn/false_negative": 0.12003158815253348, "mask_rcnn/false_positive": 0.18443951360259686, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.7377091981470585, "total_loss": 2.1404685065499507} {"data_time": 0.010184351354837418, "eta_seconds": 195243.6871488439, "iteration": 5739, "loss_fcos_cls": 0.4214301942847669, "loss_fcos_ctr": 0.6350475233048201, "loss_fcos_loc": 0.28020087582990527, "loss_mask": 0.34447658620774746, "loss_maskiou": 0.009515088924672455, "loss_sem_seg": 0.5163950072601438, "lr": 0.01, "mask_rcnn/accuracy": 0.8508936277145529, "mask_rcnn/false_negative": 0.13118207585487152, "mask_rcnn/false_positive": 0.19550509223187051, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 37.0, "time": 0.744383666664362, "total_loss": 2.23616339819273} {"data_time": 0.009589570574462414, "eta_seconds": 195185.22009421978, "iteration": 5759, "loss_fcos_cls": 0.4226211914792657, "loss_fcos_ctr": 0.6353628188371658, "loss_fcos_loc": 0.28687201044522226, "loss_mask": 0.36035086680203676, "loss_maskiou": 0.009802645538002253, "loss_sem_seg": 0.5032396148890257, "lr": 0.01, "mask_rcnn/accuracy": 0.8516401753008895, "mask_rcnn/false_negative": 0.12140329131066754, "mask_rcnn/false_positive": 0.15363486233756402, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 38.75, "time": 0.7306748488917947, "total_loss": 2.223363161290763} {"data_time": 0.010416146367788315, "eta_seconds": 195214.1339893313, "iteration": 5779, "loss_fcos_cls": 0.3979799640364945, "loss_fcos_ctr": 0.6362172709777951, "loss_fcos_loc": 0.2878755950368941, "loss_mask": 0.3544927965849638, "loss_maskiou": 0.00974368526658509, "loss_sem_seg": 0.4530055783689022, "lr": 0.01, "mask_rcnn/accuracy": 0.8312032111899132, "mask_rcnn/false_negative": 0.1319847079785933, "mask_rcnn/false_positive": 0.1729563256473257, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7486973544582725, "total_loss": 2.1661525618255837} {"data_time": 0.010696077719330788, "eta_seconds": 195255.61130569037, "iteration": 5799, "loss_fcos_cls": 0.4018024578690529, "loss_fcos_ctr": 0.6332210320979357, "loss_fcos_loc": 0.2734098802320659, "loss_mask": 0.34820400830358267, "loss_maskiou": 0.009348937222966924, "loss_sem_seg": 0.4649214409291744, "lr": 0.01, "mask_rcnn/accuracy": 0.8290138969927932, "mask_rcnn/false_negative": 0.11926996022399959, "mask_rcnn/false_positive": 0.2008455248215565, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.5, "time": 0.7199685024097562, "total_loss": 2.131971312846872} {"data_time": 0.010134843178093433, "eta_seconds": 195339.84785951208, "iteration": 5819, "loss_fcos_cls": 0.41658969782292843, "loss_fcos_ctr": 0.6339659048244357, "loss_fcos_loc": 0.2834927551448345, "loss_mask": 0.34661556128412485, "loss_maskiou": 0.00964377386844717, "loss_sem_seg": 0.45641665905714035, "lr": 0.01, "mask_rcnn/accuracy": 0.8492743424206264, "mask_rcnn/false_negative": 0.10867602777900037, "mask_rcnn/false_positive": 0.22912969020706245, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7682343674823642, "total_loss": 2.1695119324722327} {"data_time": 0.008914090692996979, "eta_seconds": 195169.80425006244, "iteration": 5839, "loss_fcos_cls": 0.43564532324671745, "loss_fcos_ctr": 0.6353440722450614, "loss_fcos_loc": 0.2865412203827873, "loss_mask": 0.3421698808670044, "loss_maskiou": 0.008694725591340102, "loss_sem_seg": 0.43140536826103926, "lr": 0.01, "mask_rcnn/accuracy": 0.8493778067058582, "mask_rcnn/false_negative": 0.11669300529022228, "mask_rcnn/false_positive": 0.19824251800058562, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.7322961408644915, "total_loss": 2.1430512126971735} {"data_time": 0.010557521134614944, "eta_seconds": 195090.10420863423, "iteration": 5859, "loss_fcos_cls": 0.42741568852216005, "loss_fcos_ctr": 0.6351758912205696, "loss_fcos_loc": 0.2846792326308787, "loss_mask": 0.36807686276733875, "loss_maskiou": 0.010681905201636255, "loss_sem_seg": 0.441169461235404, "lr": 0.01, "mask_rcnn/accuracy": 0.8351391028109356, "mask_rcnn/false_negative": 0.113948578568711, "mask_rcnn/false_positive": 0.18282266753027857, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7269294876605272, "total_loss": 2.1822130470827688} {"data_time": 0.009878100827336311, "eta_seconds": 195021.79557903018, "iteration": 5879, "loss_fcos_cls": 0.4127494702115655, "loss_fcos_ctr": 0.6360318101942539, "loss_fcos_loc": 0.2805398334749043, "loss_mask": 0.3543059630319476, "loss_maskiou": 0.009018498487421311, "loss_sem_seg": 0.43467765394598246, "lr": 0.01, "mask_rcnn/accuracy": 0.8398795753119062, "mask_rcnn/false_negative": 0.08704664356303243, "mask_rcnn/false_positive": 0.25126133732868033, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.732686017639935, "total_loss": 2.1563366714981385} {"data_time": 0.009949184954166412, "eta_seconds": 194939.09022120014, "iteration": 5899, "loss_fcos_cls": 0.40178600512444973, "loss_fcos_ctr": 0.6325325537472963, "loss_fcos_loc": 0.26759116305038333, "loss_mask": 0.3331769248470664, "loss_maskiou": 0.008750593871809542, "loss_sem_seg": 0.44915663031861186, "lr": 0.01, "mask_rcnn/accuracy": 0.8227208951762524, "mask_rcnn/false_negative": 0.11233791612350634, "mask_rcnn/false_positive": 0.22916999928583365, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7343264715746045, "total_loss": 2.1162189673341345} {"data_time": 0.009384946897625923, "eta_seconds": 194953.2525622649, "iteration": 5919, "loss_fcos_cls": 0.4176824865862727, "loss_fcos_ctr": 0.6298340032808483, "loss_fcos_loc": 0.2715216646902263, "loss_mask": 0.34969517681747675, "loss_maskiou": 0.009784889145521447, "loss_sem_seg": 0.49785419553518295, "lr": 0.01, "mask_rcnn/accuracy": 0.8350047831632653, "mask_rcnn/false_negative": 0.11701032948829493, "mask_rcnn/false_positive": 0.20277635478558548, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 42.5, "time": 0.721232476644218, "total_loss": 2.1441900927602546} {"data_time": 0.010383140295743942, "eta_seconds": 194993.48506906256, "iteration": 5939, "loss_fcos_cls": 0.43254922516644, "loss_fcos_ctr": 0.6354710664600134, "loss_fcos_loc": 0.28131664835382253, "loss_mask": 0.3388746399432421, "loss_maskiou": 0.00939597055548802, "loss_sem_seg": 0.458636830560863, "lr": 0.01, "mask_rcnn/accuracy": 0.849521287552288, "mask_rcnn/false_negative": 0.12771780048985865, "mask_rcnn/false_positive": 0.18669626360052033, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 41.25, "time": 0.7493123915046453, "total_loss": 2.163532658945769} {"data_time": 0.010280925780534744, "eta_seconds": 195081.1447715247, "iteration": 5959, "loss_fcos_cls": 0.41673174360767007, "loss_fcos_ctr": 0.6335224267095327, "loss_fcos_loc": 0.27798376604914665, "loss_mask": 0.3430011561140418, "loss_maskiou": 0.009699887290480547, "loss_sem_seg": 0.47632351517677307, "lr": 0.01, "mask_rcnn/accuracy": 0.8645610271135481, "mask_rcnn/false_negative": 0.09746286452090432, "mask_rcnn/false_positive": 0.19107031747609632, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.7351489700376987, "total_loss": 2.102562392828986} {"data_time": 0.009785696864128113, "eta_seconds": 195122.58376213443, "iteration": 5979, "loss_fcos_cls": 0.40618728706613183, "loss_fcos_ctr": 0.6342999283224344, "loss_fcos_loc": 0.2773356980178505, "loss_mask": 0.34518327470868826, "loss_maskiou": 0.009534739889204502, "loss_sem_seg": 0.5005553336814046, "lr": 0.01, "mask_rcnn/accuracy": 0.8276523630285447, "mask_rcnn/false_negative": 0.11546297599903751, "mask_rcnn/false_positive": 0.19464993120166557, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7428333079442382, "total_loss": 2.168600696037174} {"data_time": 0.009648874402046204, "eta_seconds": 195107.80292396154, "iteration": 5999, "loss_fcos_cls": 0.40134771657176316, "loss_fcos_ctr": 0.6330895419232547, "loss_fcos_loc": 0.27693672594614327, "loss_mask": 0.34118582773953676, "loss_maskiou": 0.0083530705596786, "loss_sem_seg": 0.43341581616550684, "lr": 0.01, "mask_rcnn/accuracy": 0.8542943489799419, "mask_rcnn/false_negative": 0.09930031291522909, "mask_rcnn/false_positive": 0.2009047227105149, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 43.5, "time": 0.7369261244311929, "total_loss": 2.1226576151966583} {"data_time": 0.009157024323940277, "eta_seconds": 195109.54453346506, "iteration": 6019, "loss_fcos_cls": 0.40642933873459697, "loss_fcos_ctr": 0.6331989788450301, "loss_fcos_loc": 0.27509099850431085, "loss_mask": 0.3471597647294402, "loss_maskiou": 0.009432193881366402, "loss_sem_seg": 0.4188677743077278, "lr": 0.01, "mask_rcnn/accuracy": 0.8161326739998325, "mask_rcnn/false_negative": 0.13600117353884786, "mask_rcnn/false_positive": 0.2407468707681336, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.5, "time": 0.742627534084022, "total_loss": 2.134618733485695} {"data_time": 0.009755699895322323, "eta_seconds": 195094.7624435015, "iteration": 6039, "loss_fcos_cls": 0.411719286814332, "loss_fcos_ctr": 0.6345379622653127, "loss_fcos_loc": 0.2770050032995641, "loss_mask": 0.33649724815040827, "loss_maskiou": 0.00846652706968598, "loss_sem_seg": 0.4671088233590126, "lr": 0.01, "mask_rcnn/accuracy": 0.861087803821794, "mask_rcnn/false_negative": 0.11176750072783345, "mask_rcnn/false_positive": 0.16430652895510917, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 40.5, "time": 0.7448756005614996, "total_loss": 2.1324142911616946} {"data_time": 0.009079883806407452, "eta_seconds": 195079.98035353795, "iteration": 6059, "loss_fcos_cls": 0.40604748390614986, "loss_fcos_ctr": 0.6331527358852327, "loss_fcos_loc": 0.26213012356311083, "loss_mask": 0.3525558216497302, "loss_maskiou": 0.00939049813314341, "loss_sem_seg": 0.48178312834352255, "lr": 0.01, "mask_rcnn/accuracy": 0.8215323226483942, "mask_rcnn/false_negative": 0.11056214532614653, "mask_rcnn/false_positive": 0.17914855095667354, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7311516664922237, "total_loss": 2.1593446403276175} {"data_time": 0.009976392611861229, "eta_seconds": 195048.67957127, "iteration": 6079, "loss_fcos_cls": 0.4252125401981175, "loss_fcos_ctr": 0.6347217899747193, "loss_fcos_loc": 0.28047150233760476, "loss_mask": 0.35080691147595644, "loss_maskiou": 0.009737764237797819, "loss_sem_seg": 0.47531470749527216, "lr": 0.01, "mask_rcnn/accuracy": 0.8297337079280085, "mask_rcnn/false_negative": 0.12450951417818379, "mask_rcnn/false_positive": 0.2288339202984647, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7302014101296663, "total_loss": 2.176660381432157} {"data_time": 0.009555735625326633, "eta_seconds": 195072.62752892822, "iteration": 6099, "loss_fcos_cls": 0.4092769892886281, "loss_fcos_ctr": 0.6354818670079112, "loss_fcos_loc": 0.2849825695157051, "loss_mask": 0.3547998405992985, "loss_maskiou": 0.009543750144075602, "loss_sem_seg": 0.44153070636093616, "lr": 0.01, "mask_rcnn/accuracy": 0.8294932164595161, "mask_rcnn/false_negative": 0.1314017778760902, "mask_rcnn/false_positive": 0.20258218120289512, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 30.0, "time": 0.7395486813038588, "total_loss": 2.1673811411019415} {"data_time": 0.00991649180650711, "eta_seconds": 195035.63408364728, "iteration": 6119, "loss_fcos_cls": 0.39579694904386997, "loss_fcos_ctr": 0.6327944849617779, "loss_fcos_loc": 0.275263627525419, "loss_mask": 0.34428185410797596, "loss_maskiou": 0.011029939749278128, "loss_sem_seg": 0.4510087901726365, "lr": 0.01, "mask_rcnn/accuracy": 0.8386874942284607, "mask_rcnn/false_negative": 0.14838057850233355, "mask_rcnn/false_positive": 0.20445206199778865, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.7358479592949152, "total_loss": 2.1109766517183743} {"data_time": 0.009473176673054695, "eta_seconds": 194897.43512416817, "iteration": 6139, "loss_fcos_cls": 0.404096114449203, "loss_fcos_ctr": 0.6331455381587148, "loss_fcos_loc": 0.274695792933926, "loss_mask": 0.34802914783358574, "loss_maskiou": 0.008960471575846896, "loss_sem_seg": 0.5004571285098791, "lr": 0.01, "mask_rcnn/accuracy": 0.8498380781615925, "mask_rcnn/false_negative": 0.09695128841471756, "mask_rcnn/false_positive": 0.1886648834145866, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.75, "time": 0.7258505010977387, "total_loss": 2.159938912547659} {"data_time": 0.009909708984196186, "eta_seconds": 194882.66238889284, "iteration": 6159, "loss_fcos_cls": 0.4162562114652246, "loss_fcos_ctr": 0.6342464201152325, "loss_fcos_loc": 0.2772899300325662, "loss_mask": 0.35285795759409666, "loss_maskiou": 0.009278501180233434, "loss_sem_seg": 0.4777712719514966, "lr": 0.01, "mask_rcnn/accuracy": 0.8408601630307295, "mask_rcnn/false_negative": 0.10394067405342519, "mask_rcnn/false_positive": 0.24446707118310324, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.75, "time": 0.7425403809174895, "total_loss": 2.1713901492621517} {"data_time": 0.009771393612027168, "eta_seconds": 194752.20114504732, "iteration": 6179, "loss_fcos_cls": 0.4296773038804531, "loss_fcos_ctr": 0.6339028785005212, "loss_fcos_loc": 0.2816567940171808, "loss_mask": 0.3524203673005104, "loss_maskiou": 0.009361251635709777, "loss_sem_seg": 0.47657704446464777, "lr": 0.01, "mask_rcnn/accuracy": 0.8540788126475081, "mask_rcnn/false_negative": 0.12349111609336696, "mask_rcnn/false_positive": 0.18657378959888837, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.7294293660670519, "total_loss": 2.1702235257835127} {"data_time": 0.009166756644845009, "eta_seconds": 194737.43717999943, "iteration": 6199, "loss_fcos_cls": 0.4178874925710261, "loss_fcos_ctr": 0.6323860585689545, "loss_fcos_loc": 0.2710167362820357, "loss_mask": 0.3407296249642968, "loss_maskiou": 0.009061309043318033, "loss_sem_seg": 0.4904461810365319, "lr": 0.01, "mask_rcnn/accuracy": 0.8513097505951532, "mask_rcnn/false_negative": 0.10128049632249614, "mask_rcnn/false_positive": 0.22156806782518385, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7363447500392795, "total_loss": 2.1724310030404013} {"data_time": 0.010016393847763538, "eta_seconds": 194786.72157191858, "iteration": 6219, "loss_fcos_cls": 0.4044375643134117, "loss_fcos_ctr": 0.6310255909338593, "loss_fcos_loc": 0.2690390655770898, "loss_mask": 0.35140274558216333, "loss_maskiou": 0.009345889644464478, "loss_sem_seg": 0.47554131457582116, "lr": 0.01, "mask_rcnn/accuracy": 0.8666167680998189, "mask_rcnn/false_negative": 0.09806993384707846, "mask_rcnn/false_positive": 0.15987762421833784, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 43.75, "time": 0.7466343278065324, "total_loss": 2.137234656009241} {"data_time": 0.00929530430585146, "eta_seconds": 194771.952750694, "iteration": 6239, "loss_fcos_cls": 0.4196572178043425, "loss_fcos_ctr": 0.6315011363476515, "loss_fcos_loc": 0.2650520717725158, "loss_mask": 0.342379835434258, "loss_maskiou": 0.009264059306588024, "loss_sem_seg": 0.48097597248852253, "lr": 0.01, "mask_rcnn/accuracy": 0.8397669294990724, "mask_rcnn/false_negative": 0.11926376495497013, "mask_rcnn/false_positive": 0.20646929886749604, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.75, "time": 0.7354058064520359, "total_loss": 2.1746329216839513} {"data_time": 0.00943878386169672, "eta_seconds": 194783.01662067138, "iteration": 6259, "loss_fcos_cls": 0.39764987397938967, "loss_fcos_ctr": 0.6364436205476522, "loss_fcos_loc": 0.28449161897879094, "loss_mask": 0.3399413200095296, "loss_maskiou": 0.008833030689856969, "loss_sem_seg": 0.4393763826228678, "lr": 0.01, "mask_rcnn/accuracy": 0.8330202305879908, "mask_rcnn/false_negative": 0.12130611753752857, "mask_rcnn/false_positive": 0.19665458728862473, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.5, "time": 0.7513890257105231, "total_loss": 2.1375547399147763} {"data_time": 0.009856036864221096, "eta_seconds": 194900.87118954118, "iteration": 6279, "loss_fcos_cls": 0.4101740731857717, "loss_fcos_ctr": 0.6371190063655376, "loss_fcos_loc": 0.2841317132115364, "loss_mask": 0.35970085579901934, "loss_maskiou": 0.010047759162262082, "loss_sem_seg": 0.4756190348416567, "lr": 0.01, "mask_rcnn/accuracy": 0.8385260876150089, "mask_rcnn/false_negative": 0.11112695848982085, "mask_rcnn/false_positive": 0.18854695270704636, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.75, "time": 0.7451328625902534, "total_loss": 2.1839319106948096} {"data_time": 0.009840710088610649, "eta_seconds": 194886.0903513683, "iteration": 6299, "loss_fcos_cls": 0.40303857531398535, "loss_fcos_ctr": 0.6374422549270093, "loss_fcos_loc": 0.28952604276128113, "loss_mask": 0.34017304703593254, "loss_maskiou": 0.00918377930065617, "loss_sem_seg": 0.4649883294478059, "lr": 0.01, "mask_rcnn/accuracy": 0.8438056520989818, "mask_rcnn/false_negative": 0.12881307248350618, "mask_rcnn/false_positive": 0.18167247019677937, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 38.0, "time": 0.7539425464347005, "total_loss": 2.1470764682162553} {"data_time": 0.009624219499528408, "eta_seconds": 194871.30951319542, "iteration": 6319, "loss_fcos_cls": 0.41982264909893274, "loss_fcos_ctr": 0.6364700836129487, "loss_fcos_loc": 0.2799377313349396, "loss_mask": 0.3461879026144743, "loss_maskiou": 0.008980832295492291, "loss_sem_seg": 0.500013499520719, "lr": 0.01, "mask_rcnn/accuracy": 0.8488312766967252, "mask_rcnn/false_negative": 0.13588803221606122, "mask_rcnn/false_positive": 0.19019756266213794, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.25, "time": 0.7495964672416449, "total_loss": 2.1870049895369448} {"data_time": 0.011641666293144226, "eta_seconds": 194749.7077714149, "iteration": 6339, "loss_fcos_cls": 0.4193745369557291, "loss_fcos_ctr": 0.6320406906306744, "loss_fcos_loc": 0.27909567952156067, "loss_mask": 0.3352734660729766, "loss_maskiou": 0.008557116991141811, "loss_sem_seg": 0.45211305003613234, "lr": 0.01, "mask_rcnn/accuracy": 0.8472847456651833, "mask_rcnn/false_negative": 0.10917377714857182, "mask_rcnn/false_positive": 0.21549410422931287, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.5, "time": 0.7326280511915684, "total_loss": 2.1214350993395783} {"data_time": 0.009872215799987316, "eta_seconds": 194734.93503613956, "iteration": 6359, "loss_fcos_cls": 0.3995703421533108, "loss_fcos_ctr": 0.6356162293814123, "loss_fcos_loc": 0.28588485112413764, "loss_mask": 0.3381386436522007, "loss_maskiou": 0.008676213590661064, "loss_sem_seg": 0.5209822389297187, "lr": 0.01, "mask_rcnn/accuracy": 0.8531677895517181, "mask_rcnn/false_negative": 0.10276526468985997, "mask_rcnn/false_positive": 0.2111137297178583, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.25, "time": 0.733629334717989, "total_loss": 2.196823966180091} {"data_time": 0.009942732751369476, "eta_seconds": 194668.57100212201, "iteration": 6379, "loss_fcos_cls": 0.4057598514482379, "loss_fcos_ctr": 0.6323009179905057, "loss_fcos_loc": 0.27178417053073645, "loss_mask": 0.33957062661647797, "loss_maskiou": 0.007963623269461095, "loss_sem_seg": 0.4811047650873661, "lr": 0.01, "mask_rcnn/accuracy": 0.8114099806589303, "mask_rcnn/false_negative": 0.11534504675138459, "mask_rcnn/false_positive": 0.262391244717939, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 40.25, "time": 0.7402140023186803, "total_loss": 2.1283493641531095} {"data_time": 0.009683994576334953, "eta_seconds": 194679.62115949206, "iteration": 6399, "loss_fcos_cls": 0.3970000292174518, "loss_fcos_ctr": 0.6325202127918601, "loss_fcos_loc": 0.26556320721283555, "loss_mask": 0.3272799402475357, "loss_maskiou": 0.009561224112985656, "loss_sem_seg": 0.4623462534509599, "lr": 0.01, "mask_rcnn/accuracy": 0.8478079783216903, "mask_rcnn/false_negative": 0.11593673316376629, "mask_rcnn/false_positive": 0.1952238818564419, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.25, "time": 0.7517576431855559, "total_loss": 2.137980474435608} {"data_time": 0.009573811665177345, "eta_seconds": 194813.90273419395, "iteration": 6419, "loss_fcos_cls": 0.4078305959701538, "loss_fcos_ctr": 0.6325621884316206, "loss_fcos_loc": 0.28343603340908885, "loss_mask": 0.35123287606984377, "loss_maskiou": 0.009698508743895218, "loss_sem_seg": 0.47358603635802865, "lr": 0.01, "mask_rcnn/accuracy": 0.8433084350818738, "mask_rcnn/false_negative": 0.12917099918447184, "mask_rcnn/false_positive": 0.18054570782387885, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.25, "time": 0.7464996743947268, "total_loss": 2.155560464190785} {"data_time": 0.011502026580274105, "eta_seconds": 194799.1206442304, "iteration": 6439, "loss_fcos_cls": 0.4255707219708711, "loss_fcos_ctr": 0.6323245381936431, "loss_fcos_loc": 0.278869271511212, "loss_mask": 0.3393603889271617, "loss_maskiou": 0.009022099809953943, "loss_sem_seg": 0.43231718335300684, "lr": 0.01, "mask_rcnn/accuracy": 0.8788828262786597, "mask_rcnn/false_negative": 0.08521381090794654, "mask_rcnn/false_positive": 0.17602438687011096, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7453044969588518, "total_loss": 2.1180947211687453} {"data_time": 0.010219521820545197, "eta_seconds": 194784.33855426684, "iteration": 6459, "loss_fcos_cls": 0.4146146350540221, "loss_fcos_ctr": 0.6332228425890207, "loss_fcos_loc": 0.27657756861299276, "loss_mask": 0.33640612196177244, "loss_maskiou": 0.009020592988235876, "loss_sem_seg": 0.4828426307067275, "lr": 0.01, "mask_rcnn/accuracy": 0.8441360606792709, "mask_rcnn/false_negative": 0.12488493665689482, "mask_rcnn/false_positive": 0.19625234297991895, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.0, "time": 0.743515856564045, "total_loss": 2.149740117281908} {"data_time": 0.009792768396437168, "eta_seconds": 195041.20223777276, "iteration": 6479, "loss_fcos_cls": 0.4167285393923521, "loss_fcos_ctr": 0.6348938830196857, "loss_fcos_loc": 0.27757521998137236, "loss_mask": 0.32953623961657286, "loss_maskiou": 0.008412439085077494, "loss_sem_seg": 0.5037249359302223, "lr": 0.01, "mask_rcnn/accuracy": 0.8599365398631981, "mask_rcnn/false_negative": 0.12487118811499849, "mask_rcnn/false_positive": 0.17072770851782254, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 40.0, "time": 0.7454396905377507, "total_loss": 2.173196289659245} {"data_time": 0.00987121183425188, "eta_seconds": 195071.97923212498, "iteration": 6499, "loss_fcos_cls": 0.39493887475691736, "loss_fcos_ctr": 0.6335639711469412, "loss_fcos_loc": 0.2847446205560118, "loss_mask": 0.3316169884055853, "loss_maskiou": 0.008328384574269876, "loss_sem_seg": 0.4313424937427044, "lr": 0.01, "mask_rcnn/accuracy": 0.839395028607002, "mask_rcnn/false_negative": 0.12012118067946743, "mask_rcnn/false_positive": 0.18154534980035916, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 38.0, "time": 0.7386942273005843, "total_loss": 2.0894341223756783} {"data_time": 0.010232256725430489, "eta_seconds": 195011.59682458173, "iteration": 6519, "loss_fcos_cls": 0.41279486240819097, "loss_fcos_ctr": 0.6309641827829182, "loss_fcos_loc": 0.27380920946598053, "loss_mask": 0.3341730451211333, "loss_maskiou": 0.009631480410462245, "loss_sem_seg": 0.46359662152826786, "lr": 0.01, "mask_rcnn/accuracy": 0.8464881446764752, "mask_rcnn/false_negative": 0.12209477135704967, "mask_rcnn/false_positive": 0.1966945163655956, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.0, "time": 0.7533067464828491, "total_loss": 2.159274189354619} {"data_time": 0.009282855316996574, "eta_seconds": 195155.92994492594, "iteration": 6539, "loss_fcos_cls": 0.42586759896948934, "loss_fcos_ctr": 0.6324855461716652, "loss_fcos_loc": 0.27087943628430367, "loss_mask": 0.3354510497301817, "loss_maskiou": 0.009602164558600634, "loss_sem_seg": 0.4631997747346759, "lr": 0.01, "mask_rcnn/accuracy": 0.8636734279750862, "mask_rcnn/false_negative": 0.11120766454394491, "mask_rcnn/false_positive": 0.21981252085267816, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.5, "time": 0.7521512573584914, "total_loss": 2.1547355245274957} {"data_time": 0.010390718467533588, "eta_seconds": 194883.9771189997, "iteration": 6559, "loss_fcos_cls": 0.39854700211435556, "loss_fcos_ctr": 0.6331539610400796, "loss_fcos_loc": 0.2653644089587033, "loss_mask": 0.33919245656579733, "loss_maskiou": 0.009576437034411356, "loss_sem_seg": 0.47655749786645174, "lr": 0.01, "mask_rcnn/accuracy": 0.8380311039081434, "mask_rcnn/false_negative": 0.12254581035776176, "mask_rcnn/false_positive": 0.1824451543112508, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7383758220821619, "total_loss": 2.117620262761193} {"data_time": 0.010304183699190617, "eta_seconds": 194740.95231818687, "iteration": 6579, "loss_fcos_cls": 0.4035780942067504, "loss_fcos_ctr": 0.6324417321011424, "loss_fcos_loc": 0.26980193608324043, "loss_mask": 0.3384533207863569, "loss_maskiou": 0.009641663986258209, "loss_sem_seg": 0.47780672647058964, "lr": 0.01, "mask_rcnn/accuracy": 0.8383312807881773, "mask_rcnn/false_negative": 0.11043323639895967, "mask_rcnn/false_positive": 0.17726714523991477, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.5, "time": 0.7442794525995851, "total_loss": 2.171804819801764} {"data_time": 0.009745096787810326, "eta_seconds": 194655.888045392, "iteration": 6599, "loss_fcos_cls": 0.43130774865858257, "loss_fcos_ctr": 0.6348552061244845, "loss_fcos_loc": 0.28196324477903545, "loss_mask": 0.34717446379363537, "loss_maskiou": 0.00898513471474871, "loss_sem_seg": 0.46151385828852654, "lr": 0.01, "mask_rcnn/accuracy": 0.8607593037214887, "mask_rcnn/false_negative": 0.09007638996361803, "mask_rcnn/false_positive": 0.2180418229330656, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 29.5, "time": 0.7513729780912399, "total_loss": 2.1739810544095235} {"data_time": 0.009897992946207523, "eta_seconds": 194755.91733180918, "iteration": 6619, "loss_fcos_cls": 0.4038343019783497, "loss_fcos_ctr": 0.6320310402661562, "loss_fcos_loc": 0.2824288052506745, "loss_mask": 0.34852974582463503, "loss_maskiou": 0.009029168431879953, "loss_sem_seg": 0.47589553613215685, "lr": 0.01, "mask_rcnn/accuracy": 0.8521698447718855, "mask_rcnn/false_negative": 0.13010470124326734, "mask_rcnn/false_positive": 0.16033769647120555, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 40.5, "time": 0.7462981464341283, "total_loss": 2.1467753140605055} {"data_time": 0.010621393099427223, "eta_seconds": 194781.63199475594, "iteration": 6639, "loss_fcos_cls": 0.4114962834864855, "loss_fcos_ctr": 0.6324100513011217, "loss_fcos_loc": 0.27281770296394825, "loss_mask": 0.32404390070587397, "loss_maskiou": 0.009462261106818914, "loss_sem_seg": 0.4613868584856391, "lr": 0.01, "mask_rcnn/accuracy": 0.8292797428930923, "mask_rcnn/false_negative": 0.121495587436768, "mask_rcnn/false_positive": 0.1794237323538949, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7443578587844968, "total_loss": 2.1209457326331176} {"data_time": 0.009626124054193497, "eta_seconds": 194726.33950845338, "iteration": 6659, "loss_fcos_cls": 0.3863351719919592, "loss_fcos_ctr": 0.6333561278879642, "loss_fcos_loc": 0.2663622354157269, "loss_mask": 0.3353770785033703, "loss_maskiou": 0.009186768438667059, "loss_sem_seg": 0.4581976339686662, "lr": 0.01, "mask_rcnn/accuracy": 0.8545086827247906, "mask_rcnn/false_negative": 0.10758721622630027, "mask_rcnn/false_positive": 0.19609331318120748, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.5, "time": 0.7323914924636483, "total_loss": 2.103968889976386} {"data_time": 0.009538820944726467, "eta_seconds": 194621.73556466773, "iteration": 6679, "loss_fcos_cls": 0.4173702634871006, "loss_fcos_ctr": 0.634152446873486, "loss_fcos_loc": 0.28290109359659255, "loss_mask": 0.32826628629118204, "loss_maskiou": 0.008507685590302572, "loss_sem_seg": 0.42913192277774215, "lr": 0.01, "mask_rcnn/accuracy": 0.8520676543042466, "mask_rcnn/false_negative": 0.08999772779682974, "mask_rcnn/false_positive": 0.19077311870379077, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7208954216912389, "total_loss": 2.1111577577976277} {"data_time": 0.01004833448678255, "eta_seconds": 194652.23913936596, "iteration": 6699, "loss_fcos_cls": 0.4108458682894707, "loss_fcos_ctr": 0.6322635062970221, "loss_fcos_loc": 0.2748515357961878, "loss_mask": 0.35451864171773195, "loss_maskiou": 0.009535233257338405, "loss_sem_seg": 0.4436001479625702, "lr": 0.01, "mask_rcnn/accuracy": 0.8429451407967034, "mask_rcnn/false_negative": 0.12487261069912443, "mask_rcnn/false_positive": 0.20118239552631256, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7251534825190902, "total_loss": 2.1268029836646747} {"data_time": 0.009746376425027847, "eta_seconds": 194923.07061430253, "iteration": 6719, "loss_fcos_cls": 0.4087803494185209, "loss_fcos_ctr": 0.6347101712599397, "loss_fcos_loc": 0.283036848064512, "loss_mask": 0.3457716852426529, "loss_maskiou": 0.009793332574190572, "loss_sem_seg": 0.4818579377606511, "lr": 0.01, "mask_rcnn/accuracy": 0.8447156675170068, "mask_rcnn/false_negative": 0.14261472793991425, "mask_rcnn/false_positive": 0.1886806936425417, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 36.0, "time": 0.7548597259446979, "total_loss": 2.1489695635682438} {"data_time": 0.00931902602314949, "eta_seconds": 195007.7820748845, "iteration": 6739, "loss_fcos_cls": 0.4163453518413007, "loss_fcos_ctr": 0.6332326224073768, "loss_fcos_loc": 0.27604913664981723, "loss_mask": 0.35042689461261034, "loss_maskiou": 0.009992667619371787, "loss_sem_seg": 0.4653861131519079, "lr": 0.01, "mask_rcnn/accuracy": 0.8520957108172217, "mask_rcnn/false_negative": 0.10481584879930084, "mask_rcnn/false_positive": 0.19573573613121364, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 37.25, "time": 0.7483652122318745, "total_loss": 2.1234189920069184} {"data_time": 0.010905522853136063, "eta_seconds": 195008.16563346796, "iteration": 6759, "loss_fcos_cls": 0.4236316638998687, "loss_fcos_ctr": 0.63458885345608, "loss_fcos_loc": 0.2745715855853632, "loss_mask": 0.3372562928125262, "loss_maskiou": 0.009622118377592415, "loss_sem_seg": 0.43644341453909874, "lr": 0.01, "mask_rcnn/accuracy": 0.862055956528953, "mask_rcnn/false_negative": 0.11369565723684066, "mask_rcnn/false_positive": 0.15438150578682472, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.0, "time": 0.7410223176702857, "total_loss": 2.114549995341804} {"data_time": 0.010104669257998466, "eta_seconds": 194999.495933583, "iteration": 6779, "loss_fcos_cls": 0.3980454206466675, "loss_fcos_ctr": 0.633055885322392, "loss_fcos_loc": 0.2726065395399928, "loss_mask": 0.35332115925848484, "loss_maskiou": 0.010143740248167887, "loss_sem_seg": 0.4234956717118621, "lr": 0.01, "mask_rcnn/accuracy": 0.8329329024802007, "mask_rcnn/false_negative": 0.11328677796698103, "mask_rcnn/false_positive": 0.19600870731291603, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.75, "time": 0.7544962894171476, "total_loss": 2.088107706484152} {"data_time": 0.009617927484214306, "eta_seconds": 194984.67952486686, "iteration": 6799, "loss_fcos_cls": 0.4049108996987343, "loss_fcos_ctr": 0.6339715989306569, "loss_fcos_loc": 0.2768938820809126, "loss_mask": 0.3464915594086051, "loss_maskiou": 0.009791302145458758, "loss_sem_seg": 0.5130188092589378, "lr": 0.01, "mask_rcnn/accuracy": 0.855237994407249, "mask_rcnn/false_negative": 0.10080261408154943, "mask_rcnn/false_positive": 0.19023885069585256, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7366654612123966, "total_loss": 2.183761212727404} {"data_time": 0.009788306429982185, "eta_seconds": 194963.7178083267, "iteration": 6819, "loss_fcos_cls": 0.39192870492115617, "loss_fcos_ctr": 0.6327798217535019, "loss_fcos_loc": 0.2711399020627141, "loss_mask": 0.32645164988934994, "loss_maskiou": 0.008568974124500528, "loss_sem_seg": 0.4415578660555184, "lr": 0.01, "mask_rcnn/accuracy": 0.845309501683583, "mask_rcnn/false_negative": 0.1097216119284013, "mask_rcnn/false_positive": 0.20398702234898636, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 41.0, "time": 0.7488075159490108, "total_loss": 2.060499852610519} {"data_time": 0.009239302948117256, "eta_seconds": 195090.33736781683, "iteration": 6839, "loss_fcos_cls": 0.4166100872680545, "loss_fcos_ctr": 0.6357577051967382, "loss_fcos_loc": 0.29051247518509626, "loss_mask": 0.35080293379724026, "loss_maskiou": 0.008900492190150544, "loss_sem_seg": 0.5004978459328413, "lr": 0.01, "mask_rcnn/accuracy": 0.8456394462546923, "mask_rcnn/false_negative": 0.11227452518452323, "mask_rcnn/false_positive": 0.21640734782739718, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 38.75, "time": 0.7398735508322716, "total_loss": 2.1684737359028077} {"data_time": 0.010247188620269299, "eta_seconds": 194997.73160943668, "iteration": 6859, "loss_fcos_cls": 0.3898438261821866, "loss_fcos_ctr": 0.633058775216341, "loss_fcos_loc": 0.2718347618356347, "loss_mask": 0.34524024184793234, "loss_maskiou": 0.009365237026941031, "loss_sem_seg": 0.5214393623173237, "lr": 0.01, "mask_rcnn/accuracy": 0.8401824457935219, "mask_rcnn/false_negative": 0.11905613244742141, "mask_rcnn/false_positive": 0.22336962803244648, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.5, "time": 0.7319367974996567, "total_loss": 2.1474294317449676} {"data_time": 0.010494336485862732, "eta_seconds": 194982.91083034035, "iteration": 6879, "loss_fcos_cls": 0.40625947690568864, "loss_fcos_ctr": 0.6360937878489494, "loss_fcos_loc": 0.26986374566331506, "loss_mask": 0.34461408481001854, "loss_maskiou": 0.008936711310525425, "loss_sem_seg": 0.4606277868151665, "lr": 0.01, "mask_rcnn/accuracy": 0.8407778673505457, "mask_rcnn/false_negative": 0.12423306878168158, "mask_rcnn/false_positive": 0.231196331043479, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7394219795241952, "total_loss": 2.1100787087052595} {"data_time": 0.009599918499588966, "eta_seconds": 195076.0302789826, "iteration": 6899, "loss_fcos_cls": 0.41693102288991213, "loss_fcos_ctr": 0.6328036719933152, "loss_fcos_loc": 0.2671383027918637, "loss_mask": 0.35830759163945913, "loss_maskiou": 0.009696850378531963, "loss_sem_seg": 0.5028584655374289, "lr": 0.01, "mask_rcnn/accuracy": 0.853373320482039, "mask_rcnn/false_negative": 0.11483870584418827, "mask_rcnn/false_positive": 0.15790220382442874, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.25, "time": 0.7420613141730428, "total_loss": 2.1543805167093524} {"data_time": 0.01059343945235014, "eta_seconds": 195031.0306050768, "iteration": 6919, "loss_fcos_cls": 0.43097257800400257, "loss_fcos_ctr": 0.6325056608766317, "loss_fcos_loc": 0.27078447164967656, "loss_mask": 0.3359446516260505, "loss_maskiou": 0.008249037447967567, "loss_sem_seg": 0.4934995714575052, "lr": 0.01, "mask_rcnn/accuracy": 0.8388982452248634, "mask_rcnn/false_negative": 0.11594183170556951, "mask_rcnn/false_positive": 0.19750891274814864, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 38.0, "time": 0.7294640671461821, "total_loss": 2.2064176163767115} {"data_time": 0.010226807557046413, "eta_seconds": 194973.1338553084, "iteration": 6939, "loss_fcos_cls": 0.40194836631417274, "loss_fcos_ctr": 0.6350475996732712, "loss_fcos_loc": 0.2784577354323119, "loss_mask": 0.3255117842927575, "loss_maskiou": 0.008410488575464115, "loss_sem_seg": 0.45926279574632645, "lr": 0.01, "mask_rcnn/accuracy": 0.8517491151179707, "mask_rcnn/false_negative": 0.11321205183544378, "mask_rcnn/false_positive": 0.17491766554780497, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 43.0, "time": 0.7548482976853848, "total_loss": 2.098147324853926} {"data_time": 0.008891331031918526, "eta_seconds": 195001.3772237068, "iteration": 6959, "loss_fcos_cls": 0.39274350041523576, "loss_fcos_ctr": 0.6338092675432563, "loss_fcos_loc": 0.2748143752105534, "loss_mask": 0.3435786906629801, "loss_maskiou": 0.009466905976296403, "loss_sem_seg": 0.49677581898868084, "lr": 0.01, "mask_rcnn/accuracy": 0.8315692399118739, "mask_rcnn/false_negative": 0.1383511565405065, "mask_rcnn/false_positive": 0.21643086453028887, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 44.0, "time": 0.741456301882863, "total_loss": 2.145897831884213} {"data_time": 0.010314783081412315, "eta_seconds": 194986.5505330218, "iteration": 6979, "loss_fcos_cls": 0.40063178492709994, "loss_fcos_ctr": 0.6343865501694381, "loss_fcos_loc": 0.2748090992681682, "loss_mask": 0.3397456267848611, "loss_maskiou": 0.008986363376607187, "loss_sem_seg": 0.4965053331106901, "lr": 0.01, "mask_rcnn/accuracy": 0.8373907255209776, "mask_rcnn/false_negative": 0.12723857270688027, "mask_rcnn/false_positive": 0.20376941177457988, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.5, "time": 0.7393500246107578, "total_loss": 2.1358662900165655} {"data_time": 0.009290298447012901, "eta_seconds": 195227.7463349942, "iteration": 6999, "loss_fcos_cls": 0.3967747478745878, "loss_fcos_ctr": 0.6321469843387604, "loss_fcos_loc": 0.2740707602351904, "loss_mask": 0.32742838468402624, "loss_maskiou": 0.008218971677706577, "loss_sem_seg": 0.42704153480008245, "lr": 0.01, "mask_rcnn/accuracy": 0.8679397611317254, "mask_rcnn/false_negative": 0.11291115548641965, "mask_rcnn/false_positive": 0.15467547399319878, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.5, "time": 0.7493910966441035, "total_loss": 2.0805998467549216} {"data_time": 0.011353256180882454, "eta_seconds": 194987.0563730169, "iteration": 7019, "loss_fcos_cls": 0.41484928969293833, "loss_fcos_ctr": 0.6355999065563083, "loss_fcos_loc": 0.27843625511741266, "loss_mask": 0.32958856131881475, "loss_maskiou": 0.008755952381761745, "loss_sem_seg": 0.42751223128288984, "lr": 0.01, "mask_rcnn/accuracy": 0.8571203481392557, "mask_rcnn/false_negative": 0.10752132868661222, "mask_rcnn/false_positive": 0.20767798031722356, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.25, "time": 0.7365417014807463, "total_loss": 2.114961357729044} {"data_time": 0.009710329584777355, "eta_seconds": 194844.61802539416, "iteration": 7039, "loss_fcos_cls": 0.3990447400137782, "loss_fcos_ctr": 0.6328825959935784, "loss_fcos_loc": 0.2722670082002878, "loss_mask": 0.3454248486086726, "loss_maskiou": 0.008855942462105304, "loss_sem_seg": 0.4442935446277261, "lr": 0.01, "mask_rcnn/accuracy": 0.8441680301589758, "mask_rcnn/false_negative": 0.10807746277982112, "mask_rcnn/false_positive": 0.20024718779863687, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.735470880754292, "total_loss": 2.12343470621272} {"data_time": 0.010020176880061626, "eta_seconds": 194826.48719533067, "iteration": 7059, "loss_fcos_cls": 0.40432783775031567, "loss_fcos_ctr": 0.6327396482229233, "loss_fcos_loc": 0.2675427724607289, "loss_mask": 0.3477220954373479, "loss_maskiou": 0.00860788238060195, "loss_sem_seg": 0.4918292472139001, "lr": 0.01, "mask_rcnn/accuracy": 0.8545462029730116, "mask_rcnn/false_negative": 0.09919060383327216, "mask_rcnn/false_positive": 0.2318358518557002, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.7331436388194561, "total_loss": 2.174527091992786} {"data_time": 0.010218336246907711, "eta_seconds": 194827.4283669982, "iteration": 7079, "loss_fcos_cls": 0.3945525111630559, "loss_fcos_ctr": 0.633811991661787, "loss_fcos_loc": 0.28097980469465256, "loss_mask": 0.33578241616487503, "loss_maskiou": 0.0089922872648458, "loss_sem_seg": 0.484835984185338, "lr": 0.01, "mask_rcnn/accuracy": 0.8425436197340583, "mask_rcnn/false_negative": 0.11663702825407313, "mask_rcnn/false_positive": 0.2052545408291139, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7365876426920295, "total_loss": 2.1801120130257914} {"data_time": 0.01026411633938551, "eta_seconds": 194831.51340738218, "iteration": 7099, "loss_fcos_cls": 0.39793157996609807, "loss_fcos_ctr": 0.6344421487301588, "loss_fcos_loc": 0.28442341764457524, "loss_mask": 0.3389730677008629, "loss_maskiou": 0.009659180126618594, "loss_sem_seg": 0.48992524668574333, "lr": 0.01, "mask_rcnn/accuracy": 0.8463183391117065, "mask_rcnn/false_negative": 0.11875034591715204, "mask_rcnn/false_positive": 0.17974340408098644, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.25, "time": 0.7452545361593366, "total_loss": 2.166894544963725} {"data_time": 0.009573436342179775, "eta_seconds": 194882.76369822677, "iteration": 7119, "loss_fcos_cls": 0.40788389882072806, "loss_fcos_ctr": 0.6326759560033679, "loss_fcos_loc": 0.26945778471417725, "loss_mask": 0.33641629200428724, "loss_maskiou": 0.008542705152649432, "loss_sem_seg": 0.4090393092483282, "lr": 0.01, "mask_rcnn/accuracy": 0.8483624510410225, "mask_rcnn/false_negative": 0.1032128559320654, "mask_rcnn/false_positive": 0.18270999090448042, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.75, "time": 0.7441479805856943, "total_loss": 2.0776545125700068} {"data_time": 0.010389712639153004, "eta_seconds": 195172.86861610413, "iteration": 7139, "loss_fcos_cls": 0.3942961933789775, "loss_fcos_ctr": 0.6320705786347389, "loss_fcos_loc": 0.2690441510640085, "loss_mask": 0.3363040070980787, "loss_maskiou": 0.008620729262474924, "loss_sem_seg": 0.46753993164747953, "lr": 0.01, "mask_rcnn/accuracy": 0.8509872780280944, "mask_rcnn/false_negative": 0.11514020098174346, "mask_rcnn/false_positive": 0.180979361703795, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.25, "time": 0.7304815920069814, "total_loss": 2.1348083348711953} {"data_time": 0.010489984415471554, "eta_seconds": 194883.2534827236, "iteration": 7159, "loss_fcos_cls": 0.409359447658062, "loss_fcos_ctr": 0.6380336266011, "loss_fcos_loc": 0.2791048465296626, "loss_mask": 0.35274610202759504, "loss_maskiou": 0.009653388580773026, "loss_sem_seg": 0.4489372270181775, "lr": 0.01, "mask_rcnn/accuracy": 0.8340854794298672, "mask_rcnn/false_negative": 0.13307943170559572, "mask_rcnn/false_positive": 0.2020003166936173, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.7375668212771416, "total_loss": 2.1222685260290746} {"data_time": 0.010594500228762627, "eta_seconds": 195143.16883277893, "iteration": 7179, "loss_fcos_cls": 0.41720281913876534, "loss_fcos_ctr": 0.6349739106371999, "loss_fcos_loc": 0.2801783278118819, "loss_mask": 0.3316050125285983, "loss_maskiou": 0.008954708580859005, "loss_sem_seg": 0.44528612960129976, "lr": 0.01, "mask_rcnn/accuracy": 0.8669383769132653, "mask_rcnn/false_negative": 0.10706442733874649, "mask_rcnn/false_positive": 0.17358085868654435, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 44.25, "time": 0.7407589936628938, "total_loss": 2.1334355907019926} {"data_time": 0.010303117334842682, "eta_seconds": 195132.26581999473, "iteration": 7199, "loss_fcos_cls": 0.39887880301102996, "loss_fcos_ctr": 0.633226833306253, "loss_fcos_loc": 0.26815990172326565, "loss_mask": 0.34973660856485367, "loss_maskiou": 0.009254413031158037, "loss_sem_seg": 0.4193441644310951, "lr": 0.01, "mask_rcnn/accuracy": 0.843876451442646, "mask_rcnn/false_negative": 0.11885036069361689, "mask_rcnn/false_positive": 0.19309075501153306, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7413917034864426, "total_loss": 2.111146143230144} {"data_time": 0.009600605815649033, "eta_seconds": 194808.63024480175, "iteration": 7219, "loss_fcos_cls": 0.40189460571855307, "loss_fcos_ctr": 0.6295328866690397, "loss_fcos_loc": 0.2732299829367548, "loss_mask": 0.36000945046544075, "loss_maskiou": 0.009704142474220134, "loss_sem_seg": 0.4437046884559095, "lr": 0.01, "mask_rcnn/accuracy": 0.8541236881455432, "mask_rcnn/false_negative": 0.0931484406159489, "mask_rcnn/false_positive": 0.19673384195233248, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 41.5, "time": 0.7315245876088738, "total_loss": 2.1445572816883214} {"data_time": 0.009959571063518524, "eta_seconds": 194774.09198536165, "iteration": 7239, "loss_fcos_cls": 0.38619711250066757, "loss_fcos_ctr": 0.6317787989974022, "loss_fcos_loc": 0.26026291446760297, "loss_mask": 0.34447714127600193, "loss_maskiou": 0.009180013701552525, "loss_sem_seg": 0.4292308231815696, "lr": 0.01, "mask_rcnn/accuracy": 0.8350685359613932, "mask_rcnn/false_negative": 0.12333047422152327, "mask_rcnn/false_positive": 0.21365156838404542, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.75, "time": 0.7322107842192054, "total_loss": 2.120256333510042} {"data_time": 0.010328582488000393, "eta_seconds": 194672.41735614743, "iteration": 7259, "loss_fcos_cls": 0.396492806263268, "loss_fcos_ctr": 0.6312172012403607, "loss_fcos_loc": 0.262673475779593, "loss_mask": 0.32422983180731535, "loss_maskiou": 0.008404543157666922, "loss_sem_seg": 0.42886292189359665, "lr": 0.01, "mask_rcnn/accuracy": 0.840895286686103, "mask_rcnn/false_negative": 0.1168894784228725, "mask_rcnn/false_positive": 0.20096830359259282, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7372312070801854, "total_loss": 2.0405546452238923} {"data_time": 0.010000978596508503, "eta_seconds": 194588.96977917477, "iteration": 7279, "loss_fcos_cls": 0.402702328749001, "loss_fcos_ctr": 0.6348804482258856, "loss_fcos_loc": 0.2737568775191903, "loss_mask": 0.34295905381441116, "loss_maskiou": 0.008731647234526463, "loss_sem_seg": 0.42698827758431435, "lr": 0.01, "mask_rcnn/accuracy": 0.8465680714540447, "mask_rcnn/false_negative": 0.12193901821405935, "mask_rcnn/false_positive": 0.17199108487256826, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 34.5, "time": 0.7417817851528525, "total_loss": 2.1287697875668528} {"data_time": 0.010403008200228214, "eta_seconds": 194500.00261537917, "iteration": 7299, "loss_fcos_cls": 0.424143242649734, "loss_fcos_ctr": 0.6340432669967413, "loss_fcos_loc": 0.2753057461231947, "loss_mask": 0.33066668547689915, "loss_maskiou": 0.008690854127053171, "loss_sem_seg": 0.4394670333713293, "lr": 0.01, "mask_rcnn/accuracy": 0.8691610863095238, "mask_rcnn/false_negative": 0.09666851392137638, "mask_rcnn/false_positive": 0.17062577133756895, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7398369396105409, "total_loss": 2.1148828561708797} {"data_time": 0.010301068425178528, "eta_seconds": 194350.29902055673, "iteration": 7319, "loss_fcos_cls": 0.3977283670101315, "loss_fcos_ctr": 0.6314968895167112, "loss_fcos_loc": 0.2643545540049672, "loss_mask": 0.339784424751997, "loss_maskiou": 0.008494483248796314, "loss_sem_seg": 0.41119689866900444, "lr": 0.01, "mask_rcnn/accuracy": 0.8715159674981103, "mask_rcnn/false_negative": 0.09616016216783665, "mask_rcnn/false_positive": 0.15596552360845742, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.25, "time": 0.7277031280100346, "total_loss": 2.0558917423477396} {"data_time": 0.010500273667275906, "eta_seconds": 194536.67196297087, "iteration": 7339, "loss_fcos_cls": 0.3965085931122303, "loss_fcos_ctr": 0.6350857350043952, "loss_fcos_loc": 0.27479905128711835, "loss_mask": 0.3465934041887522, "loss_maskiou": 0.008925582049414515, "loss_sem_seg": 0.4283034820109606, "lr": 0.01, "mask_rcnn/accuracy": 0.8334079397977197, "mask_rcnn/false_negative": 0.13512869623738172, "mask_rcnn/false_positive": 0.17498658253344773, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 42.25, "time": 0.7537567969411612, "total_loss": 2.0515275369689334} {"data_time": 0.009071887470781803, "eta_seconds": 194529.71635983512, "iteration": 7359, "loss_fcos_cls": 0.42336827935650945, "loss_fcos_ctr": 0.6329529620707035, "loss_fcos_loc": 0.2686604931950569, "loss_mask": 0.32609364576637745, "loss_maskiou": 0.00883384994813241, "loss_sem_seg": 0.4666114500723779, "lr": 0.01, "mask_rcnn/accuracy": 0.8501714007139762, "mask_rcnn/false_negative": 0.10322059604269784, "mask_rcnn/false_positive": 0.20382031919407592, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.7406591065227985, "total_loss": 2.156210193541483} {"data_time": 0.009926642291247845, "eta_seconds": 194507.0464499388, "iteration": 7379, "loss_fcos_cls": 0.38877363642677665, "loss_fcos_ctr": 0.634950784035027, "loss_fcos_loc": 0.2763580847531557, "loss_mask": 0.3277477975934744, "loss_maskiou": 0.007979038957273588, "loss_sem_seg": 0.4766845479607582, "lr": 0.01, "mask_rcnn/accuracy": 0.8568942085762876, "mask_rcnn/false_negative": 0.11071014366474083, "mask_rcnn/false_positive": 0.17614866606852836, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7323440378531814, "total_loss": 2.1268700877117226} {"data_time": 0.010898368433117867, "eta_seconds": 194354.1755621396, "iteration": 7399, "loss_fcos_cls": 0.4001933019608259, "loss_fcos_ctr": 0.6357839601114392, "loss_fcos_loc": 0.27454229816794395, "loss_mask": 0.3344050273299217, "loss_maskiou": 0.008626393740996718, "loss_sem_seg": 0.44887938536703587, "lr": 0.01, "mask_rcnn/accuracy": 0.8389360802525001, "mask_rcnn/false_negative": 0.09848475274030993, "mask_rcnn/false_positive": 0.22595036456096101, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7294751396402717, "total_loss": 2.1058234447264113} {"data_time": 0.009698850102722645, "eta_seconds": 194339.37332029268, "iteration": 7419, "loss_fcos_cls": 0.3909979166928679, "loss_fcos_ctr": 0.6322565814480186, "loss_fcos_loc": 0.27132971538230777, "loss_mask": 0.3447259170934558, "loss_maskiou": 0.008342130808159709, "loss_sem_seg": 0.44448418263345957, "lr": 0.01, "mask_rcnn/accuracy": 0.8493250888223118, "mask_rcnn/false_negative": 0.11464965713375323, "mask_rcnn/false_positive": 0.19533940727041227, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.25, "time": 0.7429499477148056, "total_loss": 2.111642749136081} {"data_time": 0.008686711080372334, "eta_seconds": 194324.57107844576, "iteration": 7439, "loss_fcos_cls": 0.40650644386187196, "loss_fcos_ctr": 0.630591144785285, "loss_fcos_loc": 0.26486325776204467, "loss_mask": 0.3397671114653349, "loss_maskiou": 0.009551025577820837, "loss_sem_seg": 0.4658527532592416, "lr": 0.01, "mask_rcnn/accuracy": 0.8685370738244622, "mask_rcnn/false_negative": 0.09621864239210155, "mask_rcnn/false_positive": 0.18812802890946978, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7375243147835135, "total_loss": 2.1110721615768853} {"data_time": 0.009061823599040508, "eta_seconds": 194339.37977473345, "iteration": 7459, "loss_fcos_cls": 0.39686746103689075, "loss_fcos_ctr": 0.6306470725685358, "loss_fcos_loc": 0.26350758015178144, "loss_mask": 0.32381601352244616, "loss_maskiou": 0.008054178557358682, "loss_sem_seg": 0.45488701295107603, "lr": 0.01, "mask_rcnn/accuracy": 0.8761236531325817, "mask_rcnn/false_negative": 0.08850266608361028, "mask_rcnn/false_positive": 0.1653828574375889, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7480308199301362, "total_loss": 2.081710947386455} {"data_time": 0.009946169331669807, "eta_seconds": 194162.93372385018, "iteration": 7479, "loss_fcos_cls": 0.3972747987136245, "loss_fcos_ctr": 0.6344748791307211, "loss_fcos_loc": 0.2767885841894895, "loss_mask": 0.3311201836913824, "loss_maskiou": 0.008727483873371966, "loss_sem_seg": 0.45978401228785515, "lr": 0.01, "mask_rcnn/accuracy": 0.8612480765558839, "mask_rcnn/false_negative": 0.10733262534129909, "mask_rcnn/false_positive": 0.20241575223588626, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7242393344640732, "total_loss": 2.084107917631627} {"data_time": 0.010121685452759266, "eta_seconds": 194195.77981498, "iteration": 7499, "loss_fcos_cls": 0.38833596045151353, "loss_fcos_ctr": 0.6336706774309278, "loss_fcos_loc": 0.2594529897905886, "loss_mask": 0.3372314600273967, "loss_maskiou": 0.008324854716192931, "loss_sem_seg": 0.42048847395926714, "lr": 0.01, "mask_rcnn/accuracy": 0.860048185941043, "mask_rcnn/false_negative": 0.1161184098265827, "mask_rcnn/false_positive": 0.16521722079607448, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.25, "time": 0.7478868933394551, "total_loss": 2.0395441585278604} {"data_time": 0.010215546935796738, "eta_seconds": 194133.34935784154, "iteration": 7519, "loss_fcos_cls": 0.37761090695858, "loss_fcos_ctr": 0.6308474149554968, "loss_fcos_loc": 0.25589285301975906, "loss_mask": 0.3234102325513959, "loss_maskiou": 0.008287291857413948, "loss_sem_seg": 0.44517377484589815, "lr": 0.01, "mask_rcnn/accuracy": 0.849994202226345, "mask_rcnn/false_negative": 0.09982500488678392, "mask_rcnn/false_positive": 0.18817757647969052, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.7327731335535645, "total_loss": 2.0527799627161585} {"data_time": 0.010230365209281445, "eta_seconds": 194166.18818983342, "iteration": 7539, "loss_fcos_cls": 0.4003370711579919, "loss_fcos_ctr": 0.6320836832746863, "loss_fcos_loc": 0.26268016756512225, "loss_mask": 0.32112031802535057, "loss_maskiou": 0.008408592751948163, "loss_sem_seg": 0.4831084469333291, "lr": 0.01, "mask_rcnn/accuracy": 0.8679598169054856, "mask_rcnn/false_negative": 0.0853558668654397, "mask_rcnn/false_positive": 0.18967951243636746, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 41.5, "time": 0.7533760033547878, "total_loss": 2.1944248641084414} {"data_time": 0.00967642106115818, "eta_seconds": 194245.84325985238, "iteration": 7559, "loss_fcos_cls": 0.39150212332606316, "loss_fcos_ctr": 0.6335469600744545, "loss_fcos_loc": 0.26363016944378614, "loss_mask": 0.336181677877903, "loss_maskiou": 0.008907644893042743, "loss_sem_seg": 0.4182280416134745, "lr": 0.01, "mask_rcnn/accuracy": 0.8516493463744945, "mask_rcnn/false_negative": 0.09705460024607351, "mask_rcnn/false_positive": 0.21647367791153013, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.25, "time": 0.7546219369396567, "total_loss": 2.084308758872794} {"data_time": 0.00962092075496912, "eta_seconds": 194088.97280882858, "iteration": 7579, "loss_fcos_cls": 0.399134433362633, "loss_fcos_ctr": 0.6334008723497391, "loss_fcos_loc": 0.27178772049956024, "loss_mask": 0.3415743578225374, "loss_maskiou": 0.009171962272375822, "loss_sem_seg": 0.44941284507513046, "lr": 0.01, "mask_rcnn/accuracy": 0.8514343781779765, "mask_rcnn/false_negative": 0.11776002323660989, "mask_rcnn/false_positive": 0.18352098996298566, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 42.25, "time": 0.7194206975400448, "total_loss": 2.1134813680837397} {"data_time": 0.010148751549422741, "eta_seconds": 193995.69555308484, "iteration": 7599, "loss_fcos_cls": 0.4105012733489275, "loss_fcos_ctr": 0.631486602127552, "loss_fcos_loc": 0.26745373709127307, "loss_mask": 0.33309548161923885, "loss_maskiou": 0.009695544038549997, "loss_sem_seg": 0.4783872989937663, "lr": 0.01, "mask_rcnn/accuracy": 0.838191057882323, "mask_rcnn/false_negative": 0.12028711703889186, "mask_rcnn/false_positive": 0.20009618715166955, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.5, "time": 0.7312288833782077, "total_loss": 2.097470679807884} {"data_time": 0.010123412124812603, "eta_seconds": 193977.218029622, "iteration": 7619, "loss_fcos_cls": 0.40566963888704777, "loss_fcos_ctr": 0.6341963652521372, "loss_fcos_loc": 0.2768971197074279, "loss_mask": 0.3145036296918988, "loss_maskiou": 0.008183867801562883, "loss_sem_seg": 0.4219042385229841, "lr": 0.01, "mask_rcnn/accuracy": 0.8569671843766543, "mask_rcnn/false_negative": 0.10432909647423756, "mask_rcnn/false_positive": 0.19557850748744018, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7458064584061503, "total_loss": 2.0669205979502294} {"data_time": 0.009246954694390297, "eta_seconds": 193787.20417040586, "iteration": 7639, "loss_fcos_cls": 0.4077312517911196, "loss_fcos_ctr": 0.6326049687340856, "loss_fcos_loc": 0.26921301265247166, "loss_mask": 0.3349953358992934, "loss_maskiou": 0.00914107434800826, "loss_sem_seg": 0.4549574791453779, "lr": 0.01, "mask_rcnn/accuracy": 0.8393732492997199, "mask_rcnn/false_negative": 0.11207875488967972, "mask_rcnn/false_positive": 0.19941155269150768, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.5, "time": 0.7397526754066348, "total_loss": 2.1020829193876125} {"data_time": 0.010474561713635921, "eta_seconds": 193772.4316086173, "iteration": 7659, "loss_fcos_cls": 0.3884341949597001, "loss_fcos_ctr": 0.6322669563814998, "loss_fcos_loc": 0.26916755037382245, "loss_mask": 0.3364280750975013, "loss_maskiou": 0.009083971817744896, "loss_sem_seg": 0.46159390918910503, "lr": 0.01, "mask_rcnn/accuracy": 0.8512606236128404, "mask_rcnn/false_negative": 0.095762843918899, "mask_rcnn/false_positive": 0.1866687949321702, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7318194266408682, "total_loss": 2.0998041872808244} {"data_time": 0.010228426195681095, "eta_seconds": 193853.95033733454, "iteration": 7679, "loss_fcos_cls": 0.3853133444208652, "loss_fcos_ctr": 0.6288243606686592, "loss_fcos_loc": 0.258848047349602, "loss_mask": 0.32245057821273804, "loss_maskiou": 0.008393133350182325, "loss_sem_seg": 0.44369147159159184, "lr": 0.01, "mask_rcnn/accuracy": 0.8603437014101345, "mask_rcnn/false_negative": 0.10145602535181208, "mask_rcnn/false_positive": 0.1889742525088141, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.5, "time": 0.7349770152941346, "total_loss": 2.0596276814612793} {"data_time": 0.009695966728031635, "eta_seconds": 193839.1704340605, "iteration": 7699, "loss_fcos_cls": 0.39225316420197487, "loss_fcos_ctr": 0.6331362314522266, "loss_fcos_loc": 0.2734692769590765, "loss_mask": 0.33351253252476454, "loss_maskiou": 0.008004947507288307, "loss_sem_seg": 0.4397924756631255, "lr": 0.01, "mask_rcnn/accuracy": 0.8815772780886548, "mask_rcnn/false_negative": 0.08202363528997275, "mask_rcnn/false_positive": 0.2120059048230281, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7325157979503274, "total_loss": 2.0695358969533117} {"data_time": 0.010193763300776482, "eta_seconds": 193610.11478751898, "iteration": 7719, "loss_fcos_cls": 0.3865050976164639, "loss_fcos_ctr": 0.6308031193912029, "loss_fcos_loc": 0.26503472216427326, "loss_mask": 0.3257528580725193, "loss_maskiou": 0.0087801697809482, "loss_sem_seg": 0.44861024618148804, "lr": 0.01, "mask_rcnn/accuracy": 0.843490527243716, "mask_rcnn/false_negative": 0.11172166768201411, "mask_rcnn/false_positive": 0.20343688113378025, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.725565773434937, "total_loss": 2.0740420887741493} {"data_time": 0.01086218561977148, "eta_seconds": 193515.08763321396, "iteration": 7739, "loss_fcos_cls": 0.40423289174214005, "loss_fcos_ctr": 0.6323147937655449, "loss_fcos_loc": 0.2769981640158221, "loss_mask": 0.3215197171084583, "loss_maskiou": 0.00843508038087748, "loss_sem_seg": 0.463996890000999, "lr": 0.01, "mask_rcnn/accuracy": 0.8494797048566262, "mask_rcnn/false_negative": 0.10895144284919618, "mask_rcnn/false_positive": 0.2002151581323136, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.25, "time": 0.7329250080510974, "total_loss": 2.0999177555495407} {"data_time": 0.009927527979016304, "eta_seconds": 193500.33019023668, "iteration": 7759, "loss_fcos_cls": 0.390164902433753, "loss_fcos_ctr": 0.6318827639333904, "loss_fcos_loc": 0.2686748515116051, "loss_mask": 0.32335125654935837, "loss_maskiou": 0.008860350353643298, "loss_sem_seg": 0.4265612750314176, "lr": 0.01, "mask_rcnn/accuracy": 0.8478169152276296, "mask_rcnn/false_negative": 0.11816099600023812, "mask_rcnn/false_positive": 0.18981689034413668, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7362451227381825, "total_loss": 2.0745015563297784} {"data_time": 0.009280464611947536, "eta_seconds": 193401.51193037163, "iteration": 7779, "loss_fcos_cls": 0.39430715749040246, "loss_fcos_ctr": 0.6284144250676036, "loss_fcos_loc": 0.26094883354380727, "loss_mask": 0.32362761069089174, "loss_maskiou": 0.009271279268432409, "loss_sem_seg": 0.44135184306651354, "lr": 0.01, "mask_rcnn/accuracy": 0.8564774935948405, "mask_rcnn/false_negative": 0.12215200863486786, "mask_rcnn/false_positive": 0.17971586485023217, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7363585093989968, "total_loss": 2.0616982250721776} {"data_time": 0.010110311210155487, "eta_seconds": 193390.21941436268, "iteration": 7799, "loss_fcos_cls": 0.37254444509744644, "loss_fcos_ctr": 0.6313043162226677, "loss_fcos_loc": 0.26642887690104544, "loss_mask": 0.33062004391103983, "loss_maskiou": 0.009311124944360927, "loss_sem_seg": 0.43979062605649233, "lr": 0.01, "mask_rcnn/accuracy": 0.852381370238513, "mask_rcnn/false_negative": 0.12980155287123288, "mask_rcnn/false_positive": 0.16130085083236656, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.25, "time": 0.7423612512648106, "total_loss": 2.031183836530545} {"data_time": 0.010772309266030788, "eta_seconds": 193345.72637292836, "iteration": 7819, "loss_fcos_cls": 0.384562358725816, "loss_fcos_ctr": 0.6306839571334422, "loss_fcos_loc": 0.26490680326242, "loss_mask": 0.32808228861540556, "loss_maskiou": 0.008414794167038053, "loss_sem_seg": 0.42514607962220907, "lr": 0.01, "mask_rcnn/accuracy": 0.8618769778481012, "mask_rcnn/false_negative": 0.11279562605265953, "mask_rcnn/false_positive": 0.1626970952280267, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.0, "time": 0.7380150854587555, "total_loss": 2.045153215978644} {"data_time": 0.010670014657080173, "eta_seconds": 193330.9773463877, "iteration": 7839, "loss_fcos_cls": 0.3834475870244205, "loss_fcos_ctr": 0.6285805134102702, "loss_fcos_loc": 0.25702217034995556, "loss_mask": 0.341255372390151, "loss_maskiou": 0.008454996757791378, "loss_sem_seg": 0.4020920917391777, "lr": 0.01, "mask_rcnn/accuracy": 0.8564652230755316, "mask_rcnn/false_negative": 0.11981423802748237, "mask_rcnn/false_positive": 0.1689786170853682, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.0, "time": 0.73184076230973, "total_loss": 2.052071271740715} {"data_time": 0.009149930439889431, "eta_seconds": 193443.06695616804, "iteration": 7859, "loss_fcos_cls": 0.3953399839811027, "loss_fcos_ctr": 0.6306671109050512, "loss_fcos_loc": 0.2582066017203033, "loss_mask": 0.3297376101836562, "loss_maskiou": 0.009615922666853294, "loss_sem_seg": 0.41567043913528323, "lr": 0.01, "mask_rcnn/accuracy": 0.8496902332361516, "mask_rcnn/false_negative": 0.11740681361567676, "mask_rcnn/false_positive": 0.16721394823030328, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.0, "time": 0.7513492470607162, "total_loss": 2.0416567626962205} {"data_time": 0.009272542782127857, "eta_seconds": 193375.49672437366, "iteration": 7879, "loss_fcos_cls": 0.4004862864385359, "loss_fcos_ctr": 0.6320365183055401, "loss_fcos_loc": 0.260740399826318, "loss_mask": 0.33400152530521154, "loss_maskiou": 0.008911108889151365, "loss_sem_seg": 0.3974586259573698, "lr": 0.01, "mask_rcnn/accuracy": 0.8633715024471327, "mask_rcnn/false_negative": 0.09833715181699279, "mask_rcnn/false_positive": 0.17983749358198953, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.0, "time": 0.7489233799278736, "total_loss": 2.041475190737401} {"data_time": 0.009035740047693253, "eta_seconds": 193327.82606369723, "iteration": 7899, "loss_fcos_cls": 0.39771316898986697, "loss_fcos_ctr": 0.632838858757168, "loss_fcos_loc": 0.28312227968126535, "loss_mask": 0.3246116638183594, "loss_maskiou": 0.008468253407045268, "loss_sem_seg": 0.4859707746654749, "lr": 0.01, "mask_rcnn/accuracy": 0.8374081129162192, "mask_rcnn/false_negative": 0.07888581678786866, "mask_rcnn/false_positive": 0.2280724676800014, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.0, "time": 0.7375860679894686, "total_loss": 2.1477460837049875} {"data_time": 0.010586283169686794, "eta_seconds": 193398.79084515385, "iteration": 7919, "loss_fcos_cls": 0.4139849613420665, "loss_fcos_ctr": 0.6272321050055325, "loss_fcos_loc": 0.2597942277789116, "loss_mask": 0.3353081699460745, "loss_maskiou": 0.009244397631846368, "loss_sem_seg": 0.4039902687072754, "lr": 0.01, "mask_rcnn/accuracy": 0.8687797870170331, "mask_rcnn/false_negative": 0.10512554204655188, "mask_rcnn/false_positive": 0.19008109289362657, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.5, "time": 0.7342885741963983, "total_loss": 2.04354098578915} {"data_time": 0.010122144594788551, "eta_seconds": 193409.6797800772, "iteration": 7939, "loss_fcos_cls": 0.3794165668077767, "loss_fcos_ctr": 0.6314664343371987, "loss_fcos_loc": 0.26218183571472764, "loss_mask": 0.3278693510219455, "loss_maskiou": 0.008527293262886815, "loss_sem_seg": 0.40891063679009676, "lr": 0.01, "mask_rcnn/accuracy": 0.8699927004700185, "mask_rcnn/false_negative": 0.11252097717712764, "mask_rcnn/false_positive": 0.14884348876046322, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 40.0, "time": 0.7437880551442504, "total_loss": 2.052375630562892} {"data_time": 0.010044436901807785, "eta_seconds": 193437.31700454466, "iteration": 7959, "loss_fcos_cls": 0.3849488119594753, "loss_fcos_ctr": 0.6316696014255285, "loss_fcos_loc": 0.26497154869139194, "loss_mask": 0.32377395685762167, "loss_maskiou": 0.008383190783206373, "loss_sem_seg": 0.4133421080186963, "lr": 0.01, "mask_rcnn/accuracy": 0.8646010429540065, "mask_rcnn/false_negative": 0.10787491906305195, "mask_rcnn/false_positive": 0.16600764182811384, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.7409139983355999, "total_loss": 2.030599725578213} {"data_time": 0.009869779460132122, "eta_seconds": 193380.15845797583, "iteration": 7979, "loss_fcos_cls": 0.4001088966615498, "loss_fcos_ctr": 0.6323608756065369, "loss_fcos_loc": 0.2617847858928144, "loss_mask": 0.33552435133606195, "loss_maskiou": 0.008525921410182491, "loss_sem_seg": 0.4311071131378412, "lr": 0.01, "mask_rcnn/accuracy": 0.8509019772362469, "mask_rcnn/false_negative": 0.11044290986142744, "mask_rcnn/false_positive": 0.1666469456881932, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.75, "time": 0.7295031035318971, "total_loss": 2.0794047951349057} {"data_time": 0.01001722551882267, "eta_seconds": 193286.9686796656, "iteration": 7999, "loss_fcos_cls": 0.4297984370496124, "loss_fcos_ctr": 0.6336578158661723, "loss_fcos_loc": 0.26737162296194583, "loss_mask": 0.31110423617064953, "loss_maskiou": 0.008735935523873195, "loss_sem_seg": 0.46092372853308916, "lr": 0.01, "mask_rcnn/accuracy": 0.8789883214877099, "mask_rcnn/false_negative": 0.09529597129238673, "mask_rcnn/false_positive": 0.18442795694932934, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.75, "time": 0.7342807902023196, "total_loss": 2.1052454413002124} {"data_time": 0.009378126822412014, "eta_seconds": 193272.21400554758, "iteration": 8019, "loss_fcos_cls": 0.3830152153968811, "loss_fcos_ctr": 0.631678462959826, "loss_fcos_loc": 0.2675252209883183, "loss_mask": 0.3274382967501879, "loss_maskiou": 0.008653348828374874, "loss_sem_seg": 0.4267582716420293, "lr": 0.01, "mask_rcnn/accuracy": 0.8782412465893799, "mask_rcnn/false_negative": 0.1027788600986198, "mask_rcnn/false_positive": 0.14564942518495477, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.5, "time": 0.7342449221760035, "total_loss": 2.0290603147950605} {"data_time": 0.00930993352085352, "eta_seconds": 193209.74852049258, "iteration": 8039, "loss_fcos_cls": 0.3906822884455323, "loss_fcos_ctr": 0.6336077703163028, "loss_fcos_loc": 0.26514205639250576, "loss_mask": 0.3358772546052933, "loss_maskiou": 0.008711513073649257, "loss_sem_seg": 0.44861039123497903, "lr": 0.01, "mask_rcnn/accuracy": 0.8430384447138339, "mask_rcnn/false_negative": 0.11840649945357852, "mask_rcnn/false_positive": 0.21834112550621815, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 42.75, "time": 0.728611646220088, "total_loss": 2.1015164161799476} {"data_time": 0.009711438789963722, "eta_seconds": 193194.99748896342, "iteration": 8059, "loss_fcos_cls": 0.3945249959360808, "loss_fcos_ctr": 0.6326863477006555, "loss_fcos_loc": 0.2763864961452782, "loss_mask": 0.31720125395804644, "loss_maskiou": 0.008481949393171817, "loss_sem_seg": 0.44512728601694107, "lr": 0.01, "mask_rcnn/accuracy": 0.8569193863129074, "mask_rcnn/false_negative": 0.0983470490833104, "mask_rcnn/false_positive": 0.1596995460692332, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7327849194407463, "total_loss": 2.0718334564298857} {"data_time": 0.010346373543143272, "eta_seconds": 193192.98268410098, "iteration": 8079, "loss_fcos_cls": 0.395249018445611, "loss_fcos_ctr": 0.6308448044583201, "loss_fcos_loc": 0.2567705314140767, "loss_mask": 0.3183921752497554, "loss_maskiou": 0.008827565412502736, "loss_sem_seg": 0.4669997300952673, "lr": 0.01, "mask_rcnn/accuracy": 0.8641790142109566, "mask_rcnn/false_negative": 0.10946361687111869, "mask_rcnn/false_positive": 0.1818755363928165, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7405305504798889, "total_loss": 2.0679736832680646} {"data_time": 0.010254965163767338, "eta_seconds": 193256.04349263385, "iteration": 8099, "loss_fcos_cls": 0.39258301444351673, "loss_fcos_ctr": 0.6314729638397694, "loss_fcos_loc": 0.26442434126511216, "loss_mask": 0.3310796897858381, "loss_maskiou": 0.008837936242343858, "loss_sem_seg": 0.3975978847593069, "lr": 0.01, "mask_rcnn/accuracy": 0.8360349145378976, "mask_rcnn/false_negative": 0.11903420317269735, "mask_rcnn/false_positive": 0.2264229881136037, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.5, "time": 0.7598100854083896, "total_loss": 2.0341221740673063} {"data_time": 0.009534284472465515, "eta_seconds": 193205.0299647376, "iteration": 8119, "loss_fcos_cls": 0.38372394861653447, "loss_fcos_ctr": 0.6327681690454483, "loss_fcos_loc": 0.2650121080223471, "loss_mask": 0.3357153404504061, "loss_maskiou": 0.008355733851203695, "loss_sem_seg": 0.45475722290575504, "lr": 0.01, "mask_rcnn/accuracy": 0.8419052966013991, "mask_rcnn/false_negative": 0.12302861123364431, "mask_rcnn/false_positive": 0.1846295547827163, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 41.25, "time": 0.7442130679264665, "total_loss": 2.066656468276051} {"data_time": 0.009925764054059982, "eta_seconds": 193226.5276002176, "iteration": 8139, "loss_fcos_cls": 0.38614544458687305, "loss_fcos_ctr": 0.6316155279055238, "loss_fcos_loc": 0.261146720033139, "loss_mask": 0.32321366388350725, "loss_maskiou": 0.00816886208485812, "loss_sem_seg": 0.4550408301874995, "lr": 0.01, "mask_rcnn/accuracy": 0.8647973897865013, "mask_rcnn/false_negative": 0.10317506845973995, "mask_rcnn/false_positive": 0.1784112812445618, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.5, "time": 0.736737129278481, "total_loss": 2.069409543124493} {"data_time": 0.010262008756399155, "eta_seconds": 193221.6864010971, "iteration": 8159, "loss_fcos_cls": 0.38475436996668577, "loss_fcos_ctr": 0.6319293091073632, "loss_fcos_loc": 0.26064741844311357, "loss_mask": 0.3269510269165039, "loss_maskiou": 0.008609066586359404, "loss_sem_seg": 0.44935996271669865, "lr": 0.01, "mask_rcnn/accuracy": 0.8521438934259962, "mask_rcnn/false_negative": 0.10931025489219875, "mask_rcnn/false_positive": 0.21254629110121315, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 36.0, "time": 0.7500514900311828, "total_loss": 2.089304243432707} {"data_time": 0.010551263578236103, "eta_seconds": 193197.01170780137, "iteration": 8179, "loss_fcos_cls": 0.3889042530208826, "loss_fcos_ctr": 0.6315534440800548, "loss_fcos_loc": 0.2630266062915325, "loss_mask": 0.32115544471889734, "loss_maskiou": 0.008373272197786719, "loss_sem_seg": 0.37044650968164206, "lr": 0.01, "mask_rcnn/accuracy": 0.8416839560191165, "mask_rcnn/false_negative": 0.12600268289497513, "mask_rcnn/false_positive": 0.18548851630586805, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 39.5, "time": 0.7372935405001044, "total_loss": 1.9712677853094647} {"data_time": 0.010163048282265663, "eta_seconds": 193126.00933529902, "iteration": 8199, "loss_fcos_cls": 0.37879366148263216, "loss_fcos_ctr": 0.6336133563891053, "loss_fcos_loc": 0.2711052190279588, "loss_mask": 0.3357952320948243, "loss_maskiou": 0.008934990721172653, "loss_sem_seg": 0.44841848220676184, "lr": 0.01, "mask_rcnn/accuracy": 0.8472520952825575, "mask_rcnn/false_negative": 0.10297062743749286, "mask_rcnn/false_positive": 0.164777415953673, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.7354608988389373, "total_loss": 2.0613856316631427} {"data_time": 0.009914778172969818, "eta_seconds": 193088.33848946355, "iteration": 8219, "loss_fcos_cls": 0.3722031540237367, "loss_fcos_ctr": 0.6292292727157474, "loss_fcos_loc": 0.24988441378809512, "loss_mask": 0.32932581193745136, "loss_maskiou": 0.00799413863569498, "loss_sem_seg": 0.44038309901952744, "lr": 0.01, "mask_rcnn/accuracy": 0.8657769304954628, "mask_rcnn/false_negative": 0.11069511957517017, "mask_rcnn/false_positive": 0.15490707290736982, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.5, "time": 0.7165828617289662, "total_loss": 2.05901857221761} {"data_time": 0.010126326233148575, "eta_seconds": 193096.5020363452, "iteration": 8239, "loss_fcos_cls": 0.3968075276352465, "loss_fcos_ctr": 0.6310923350974917, "loss_fcos_loc": 0.2632179670035839, "loss_mask": 0.32908613979816437, "loss_maskiou": 0.00868328896467574, "loss_sem_seg": 0.4303604927845299, "lr": 0.01, "mask_rcnn/accuracy": 0.8584945436507936, "mask_rcnn/false_negative": 0.09416046745639253, "mask_rcnn/false_positive": 0.1720241557428886, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.5, "time": 0.7500316957011819, "total_loss": 2.0280205640447093} {"data_time": 0.009607975371181965, "eta_seconds": 193053.12619640306, "iteration": 8259, "loss_fcos_cls": 0.39705080166459084, "loss_fcos_ctr": 0.6317265504039824, "loss_fcos_loc": 0.2677230900153518, "loss_mask": 0.3153179327491671, "loss_maskiou": 0.00777247226506006, "loss_sem_seg": 0.44609923008829355, "lr": 0.01, "mask_rcnn/accuracy": 0.8760782336032239, "mask_rcnn/false_negative": 0.08426846398500673, "mask_rcnn/false_positive": 0.19154882296455014, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 40.25, "time": 0.7251010937616229, "total_loss": 2.0770732067758217} {"data_time": 0.010545013472437859, "eta_seconds": 193038.3747339882, "iteration": 8279, "loss_fcos_cls": 0.37695117527619004, "loss_fcos_ctr": 0.629558224696666, "loss_fcos_loc": 0.26386480941437185, "loss_mask": 0.31892139557749033, "loss_maskiou": 0.009078867122298107, "loss_sem_seg": 0.44713633274659514, "lr": 0.01, "mask_rcnn/accuracy": 0.8483193034495351, "mask_rcnn/false_negative": 0.11789043722257919, "mask_rcnn/false_positive": 0.17300733079691055, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.0, "time": 0.7533170487731695, "total_loss": 2.0439214921498206} {"data_time": 0.009635965339839458, "eta_seconds": 192980.76442532334, "iteration": 8299, "loss_fcos_cls": 0.3963370583951473, "loss_fcos_ctr": 0.6299708629958332, "loss_fcos_loc": 0.25897496053949, "loss_mask": 0.32440197840332985, "loss_maskiou": 0.009545574081130326, "loss_sem_seg": 0.4824106367304921, "lr": 0.01, "mask_rcnn/accuracy": 0.8537812979049566, "mask_rcnn/false_negative": 0.11624134464163585, "mask_rcnn/false_positive": 0.20328621195814411, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.25, "time": 0.7370963916182518, "total_loss": 2.1111625687481137} {"data_time": 0.009956135414540768, "eta_seconds": 192983.90207284223, "iteration": 8319, "loss_fcos_cls": 0.3946504946798086, "loss_fcos_ctr": 0.6308920294977725, "loss_fcos_loc": 0.26007210405077785, "loss_mask": 0.32327467110008, "loss_maskiou": 0.008439966361038387, "loss_sem_seg": 0.443760568741709, "lr": 0.01, "mask_rcnn/accuracy": 0.860021319479552, "mask_rcnn/false_negative": 0.10925149979047968, "mask_rcnn/false_positive": 0.18287242643160295, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.75, "time": 0.7415962787345052, "total_loss": 2.0789916778740007} {"data_time": 0.009293358772993088, "eta_seconds": 192888.83836837206, "iteration": 8339, "loss_fcos_cls": 0.3711571004241705, "loss_fcos_ctr": 0.6317172087728977, "loss_fcos_loc": 0.271277769934386, "loss_mask": 0.337258349172771, "loss_maskiou": 0.009159509398159571, "loss_sem_seg": 0.4067922858521342, "lr": 0.01, "mask_rcnn/accuracy": 0.8712008997147246, "mask_rcnn/false_negative": 0.10200826022910718, "mask_rcnn/false_positive": 0.1407168498541474, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7346945377066731, "total_loss": 2.027012563543394} {"data_time": 0.00998109020292759, "eta_seconds": 192936.5198642956, "iteration": 8359, "loss_fcos_cls": 0.3953494797460735, "loss_fcos_ctr": 0.630074723623693, "loss_fcos_loc": 0.26810353028122336, "loss_mask": 0.31761344335973263, "loss_maskiou": 0.008276490174466744, "loss_sem_seg": 0.4456000588834286, "lr": 0.01, "mask_rcnn/accuracy": 0.8449811258963045, "mask_rcnn/false_negative": 0.11273527357001017, "mask_rcnn/false_positive": 0.2055301257618343, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7486649909988046, "total_loss": 2.061905910290079} {"data_time": 0.009748545475304127, "eta_seconds": 192974.7989725275, "iteration": 8379, "loss_fcos_cls": 0.39405030431225896, "loss_fcos_ctr": 0.6366995656862855, "loss_fcos_loc": 0.275375425349921, "loss_mask": 0.3491999851539731, "loss_maskiou": 0.008713810762856156, "loss_sem_seg": 0.4192459136247635, "lr": 0.01, "mask_rcnn/accuracy": 0.8678256274982465, "mask_rcnn/false_negative": 0.1209327690611491, "mask_rcnn/false_positive": 0.1914714984758092, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7433614274486899, "total_loss": 2.086971086100675} {"data_time": 0.009330539964139462, "eta_seconds": 193008.63825412374, "iteration": 8399, "loss_fcos_cls": 0.37484042905271053, "loss_fcos_ctr": 0.633137134835124, "loss_fcos_loc": 0.268563321325928, "loss_mask": 0.32928716111928225, "loss_maskiou": 0.008622965040558483, "loss_sem_seg": 0.3845484275370836, "lr": 0.01, "mask_rcnn/accuracy": 0.8348068035568035, "mask_rcnn/false_negative": 0.11521473364795352, "mask_rcnn/false_positive": 0.1808637019845616, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.7330177510157228, "total_loss": 2.010493830013729} {"data_time": 0.009914923459291458, "eta_seconds": 193023.77231194824, "iteration": 8419, "loss_fcos_cls": 0.39705020654946566, "loss_fcos_ctr": 0.6333732586354017, "loss_fcos_loc": 0.2797388213220984, "loss_mask": 0.31912555266171694, "loss_maskiou": 0.008482317323796451, "loss_sem_seg": 0.4284119764342904, "lr": 0.01, "mask_rcnn/accuracy": 0.8483964756115212, "mask_rcnn/false_negative": 0.0997671059029511, "mask_rcnn/false_positive": 0.22371064748826713, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 38.0, "time": 0.7492432706058025, "total_loss": 2.0578869007877074} {"data_time": 0.010319149121642113, "eta_seconds": 193009.01407092065, "iteration": 8439, "loss_fcos_cls": 0.3831305734347552, "loss_fcos_ctr": 0.6289079422131181, "loss_fcos_loc": 0.2619300807127729, "loss_mask": 0.3455533152446151, "loss_maskiou": 0.008680924482177943, "loss_sem_seg": 0.4123595538549125, "lr": 0.01, "mask_rcnn/accuracy": 0.8403415532879819, "mask_rcnn/false_negative": 0.1256036624761245, "mask_rcnn/false_positive": 0.1949791527233189, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 39.75, "time": 0.7432408547028899, "total_loss": 2.0315393000200856} {"data_time": 0.009072030894458294, "eta_seconds": 193023.0619740244, "iteration": 8459, "loss_fcos_cls": 0.39764996943995357, "loss_fcos_ctr": 0.6297424044460058, "loss_fcos_loc": 0.26333349221386015, "loss_mask": 0.33186020236462355, "loss_maskiou": 0.009207925832015462, "loss_sem_seg": 0.43694392475299537, "lr": 0.01, "mask_rcnn/accuracy": 0.8492128320708419, "mask_rcnn/false_negative": 0.1141975273912615, "mask_rcnn/false_positive": 0.18789992944274164, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.761714524589479, "total_loss": 2.0963186932494864} {"data_time": 0.010336238890886307, "eta_seconds": 193050.00296953134, "iteration": 8479, "loss_fcos_cls": 0.38698455411940813, "loss_fcos_ctr": 0.6309454878792167, "loss_fcos_loc": 0.264089755481109, "loss_mask": 0.3227978441864252, "loss_maskiou": 0.007967983226990327, "loss_sem_seg": 0.4529525232501328, "lr": 0.01, "mask_rcnn/accuracy": 0.850880828521885, "mask_rcnn/false_negative": 0.109995867677078, "mask_rcnn/false_positive": 0.167994203336361, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.730827460065484, "total_loss": 2.0443315478332806} {"data_time": 0.010130856186151505, "eta_seconds": 193080.31210171245, "iteration": 8499, "loss_fcos_cls": 0.3967055024113506, "loss_fcos_ctr": 0.6324875541031361, "loss_fcos_loc": 0.2575948779704049, "loss_mask": 0.31520118098706007, "loss_maskiou": 0.0076371073082555085, "loss_sem_seg": 0.438176347874105, "lr": 0.01, "mask_rcnn/accuracy": 0.8576065851441792, "mask_rcnn/false_negative": 0.10348809941130444, "mask_rcnn/false_positive": 0.20951661447910264, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 40.0, "time": 0.7475299192592502, "total_loss": 2.036730872510816} {"data_time": 0.009615168906748295, "eta_seconds": 192949.98110681027, "iteration": 8519, "loss_fcos_cls": 0.38516266737133265, "loss_fcos_ctr": 0.6293940683826804, "loss_fcos_loc": 0.26587628142442554, "loss_mask": 0.3297758335247636, "loss_maskiou": 0.009415628912393004, "loss_sem_seg": 0.40407219994813204, "lr": 0.01, "mask_rcnn/accuracy": 0.8541645850506665, "mask_rcnn/false_negative": 0.09319709268557808, "mask_rcnn/false_positive": 0.1808090942547253, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.75, "time": 0.725145217962563, "total_loss": 2.033489069726784} {"data_time": 0.009073748253285885, "eta_seconds": 192905.34656427708, "iteration": 8539, "loss_fcos_cls": 0.3733312569092959, "loss_fcos_ctr": 0.6299920128658414, "loss_fcos_loc": 0.2571706031449139, "loss_mask": 0.3231621361337602, "loss_maskiou": 0.008409768888668623, "loss_sem_seg": 0.4138773053418845, "lr": 0.01, "mask_rcnn/accuracy": 0.8666921352501844, "mask_rcnn/false_negative": 0.11632989915664102, "mask_rcnn/false_positive": 0.1268911936409932, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.75, "time": 0.7482748636975884, "total_loss": 2.026520976505708} {"data_time": 0.009802447631955147, "eta_seconds": 192789.03799420316, "iteration": 8559, "loss_fcos_cls": 0.38902185019105673, "loss_fcos_ctr": 0.6317955972626805, "loss_fcos_loc": 0.2569612447405234, "loss_mask": 0.3216462330892682, "loss_maskiou": 0.00872414669720456, "loss_sem_seg": 0.4317371165379882, "lr": 0.01, "mask_rcnn/accuracy": 0.8577005947788339, "mask_rcnn/false_negative": 0.11094939086124594, "mask_rcnn/false_positive": 0.1552712600850181, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.0, "time": 0.7300024656578898, "total_loss": 2.054114640894113} {"data_time": 0.010337120853364468, "eta_seconds": 192781.18431359436, "iteration": 8579, "loss_fcos_cls": 0.3744518863968551, "loss_fcos_ctr": 0.6350986231118441, "loss_fcos_loc": 0.27422157768160105, "loss_mask": 0.3381482223048806, "loss_maskiou": 0.008975985954748467, "loss_sem_seg": 0.43065306218340993, "lr": 0.01, "mask_rcnn/accuracy": 0.859957410161867, "mask_rcnn/false_negative": 0.11676712957408102, "mask_rcnn/false_positive": 0.16519111349081816, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.7346895877271891, "total_loss": 2.0593350842245854} {"data_time": 0.01097284909337759, "eta_seconds": 192890.9481426999, "iteration": 8599, "loss_fcos_cls": 0.37641617376357317, "loss_fcos_ctr": 0.6343074440956116, "loss_fcos_loc": 0.26973857055418193, "loss_mask": 0.320870952680707, "loss_maskiou": 0.00809522985946387, "loss_sem_seg": 0.4196295097935945, "lr": 0.01, "mask_rcnn/accuracy": 0.8480457572088927, "mask_rcnn/false_negative": 0.1288025136237501, "mask_rcnn/false_positive": 0.19648587270766715, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.7480196803808212, "total_loss": 2.016436653153505} {"data_time": 0.00988983828574419, "eta_seconds": 192886.7012101896, "iteration": 8619, "loss_fcos_cls": 0.4102192730642855, "loss_fcos_ctr": 0.6363613428547978, "loss_fcos_loc": 0.2746115648187697, "loss_mask": 0.33298930153250694, "loss_maskiou": 0.009457084001041949, "loss_sem_seg": 0.46058805752545595, "lr": 0.01, "mask_rcnn/accuracy": 0.8452441500509271, "mask_rcnn/false_negative": 0.12867254189706434, "mask_rcnn/false_positive": 0.184184018204304, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 28.5, "time": 0.7426658263429999, "total_loss": 2.1816321664955467} {"data_time": 0.009736829437315464, "eta_seconds": 192861.4316606447, "iteration": 8639, "loss_fcos_cls": 0.3978837877511978, "loss_fcos_ctr": 0.6327819991856813, "loss_fcos_loc": 0.2645836903247982, "loss_mask": 0.33969017025083303, "loss_maskiou": 0.008229765357100405, "loss_sem_seg": 0.4442959357984364, "lr": 0.01, "mask_rcnn/accuracy": 0.8409509403629614, "mask_rcnn/false_negative": 0.10926741759851646, "mask_rcnn/false_positive": 0.17417507389012765, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.25, "time": 0.7338354606181383, "total_loss": 2.0699669429450296} {"data_time": 0.010066811926662922, "eta_seconds": 192962.17546003126, "iteration": 8659, "loss_fcos_cls": 0.39613541355356574, "loss_fcos_ctr": 0.6304311198182404, "loss_fcos_loc": 0.27485014079138637, "loss_mask": 0.3317941362038255, "loss_maskiou": 0.009191724879201502, "loss_sem_seg": 0.49127962719649076, "lr": 0.01, "mask_rcnn/accuracy": 0.8644046217388054, "mask_rcnn/false_negative": 0.09856700699098082, "mask_rcnn/false_positive": 0.16435547413266616, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.7505365973338485, "total_loss": 2.1493616919324268} {"data_time": 0.009698977693915367, "eta_seconds": 192832.52702119388, "iteration": 8679, "loss_fcos_cls": 0.4084604736417532, "loss_fcos_ctr": 0.6328785829246044, "loss_fcos_loc": 0.26375544676557183, "loss_mask": 0.334913894534111, "loss_maskiou": 0.008829348720610142, "loss_sem_seg": 0.4608600717037916, "lr": 0.01, "mask_rcnn/accuracy": 0.8365090266875981, "mask_rcnn/false_negative": 0.13783788786009238, "mask_rcnn/false_positive": 0.18945645326689442, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.75, "time": 0.7229220792651176, "total_loss": 2.092961043003015} {"data_time": 0.010097463615238667, "eta_seconds": 192853.2482646769, "iteration": 8699, "loss_fcos_cls": 0.4069112348370254, "loss_fcos_ctr": 0.6287943245843053, "loss_fcos_loc": 0.26118585118092597, "loss_mask": 0.30768213886767626, "loss_maskiou": 0.008047899114899337, "loss_sem_seg": 0.42818683385849, "lr": 0.01, "mask_rcnn/accuracy": 0.8663375463821892, "mask_rcnn/false_negative": 0.10700325188410731, "mask_rcnn/false_positive": 0.18273350639941865, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.75, "time": 0.7393736243247986, "total_loss": 2.0481547617382603} {"data_time": 0.009345808997750282, "eta_seconds": 192944.57022332586, "iteration": 8719, "loss_fcos_cls": 0.3745133220218122, "loss_fcos_ctr": 0.6276142420247197, "loss_fcos_loc": 0.2530411009211093, "loss_mask": 0.32419873122125864, "loss_maskiou": 0.009122871197178029, "loss_sem_seg": 0.40757560543715954, "lr": 0.01, "mask_rcnn/accuracy": 0.8785385061104087, "mask_rcnn/false_negative": 0.11792813822760076, "mask_rcnn/false_positive": 0.127405442663297, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 39.75, "time": 0.7449366999790072, "total_loss": 2.003504471620545} {"data_time": 0.010978030040860176, "eta_seconds": 192806.06913774367, "iteration": 8739, "loss_fcos_cls": 0.3607198093086481, "loss_fcos_ctr": 0.6289165234193206, "loss_fcos_loc": 0.2680598711594939, "loss_mask": 0.353698848746717, "loss_maskiou": 0.009053072717506438, "loss_sem_seg": 0.42446641554124653, "lr": 0.01, "mask_rcnn/accuracy": 0.8501181696157953, "mask_rcnn/false_negative": 0.1218336251917659, "mask_rcnn/false_positive": 0.20152696688766683, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.75, "time": 0.7248797863721848, "total_loss": 2.0450062678428367} {"data_time": 0.009275465272367, "eta_seconds": 192773.4938697759, "iteration": 8759, "loss_fcos_cls": 0.3752570829819888, "loss_fcos_ctr": 0.6317946896888316, "loss_fcos_loc": 0.2636296444106847, "loss_mask": 0.3357081292197108, "loss_maskiou": 0.008445548854069784, "loss_sem_seg": 0.4486064868979156, "lr": 0.01, "mask_rcnn/accuracy": 0.8379754126835312, "mask_rcnn/false_negative": 0.11840236276819874, "mask_rcnn/false_positive": 0.18414034773471533, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.5, "time": 0.7316641109064221, "total_loss": 2.0649933939275797} {"data_time": 0.009410042315721512, "eta_seconds": 192758.7355819214, "iteration": 8779, "loss_fcos_cls": 0.3717924100346863, "loss_fcos_ctr": 0.6315217963419855, "loss_fcos_loc": 0.25703135575167835, "loss_mask": 0.3251134059391916, "loss_maskiou": 0.008170129716745578, "loss_sem_seg": 0.4101627627387643, "lr": 0.01, "mask_rcnn/accuracy": 0.8726866883116883, "mask_rcnn/false_negative": 0.09118723206101731, "mask_rcnn/false_positive": 0.18341831984802243, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.7364388443529606, "total_loss": 1.9926545968774008} {"data_time": 0.009958683513104916, "eta_seconds": 192715.0568018295, "iteration": 8799, "loss_fcos_cls": 0.3947924147360027, "loss_fcos_ctr": 0.6318068625405431, "loss_fcos_loc": 0.2632405594922602, "loss_mask": 0.32401661202311516, "loss_maskiou": 0.009027849533595145, "loss_sem_seg": 0.4334627678617835, "lr": 0.01, "mask_rcnn/accuracy": 0.8444723059678417, "mask_rcnn/false_negative": 0.12740311542960236, "mask_rcnn/false_positive": 0.20507032016562488, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.25, "time": 0.7390989577397704, "total_loss": 2.063135107178823} {"data_time": 0.010279327630996704, "eta_seconds": 192700.3007283993, "iteration": 8819, "loss_fcos_cls": 0.36975028924643993, "loss_fcos_ctr": 0.633734805509448, "loss_fcos_loc": 0.27254759066272527, "loss_mask": 0.32702631689608097, "loss_maskiou": 0.008851411897921935, "loss_sem_seg": 0.4159131580963731, "lr": 0.01, "mask_rcnn/accuracy": 0.8560902358392337, "mask_rcnn/false_negative": 0.09869427561034777, "mask_rcnn/false_positive": 0.1952009385212306, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7467719167470932, "total_loss": 1.9935279081546469} {"data_time": 0.010167310014367104, "eta_seconds": 192601.91752973385, "iteration": 8839, "loss_fcos_cls": 0.3739210101775825, "loss_fcos_ctr": 0.6284026359207928, "loss_fcos_loc": 0.25206823321059346, "loss_mask": 0.3279553782194853, "loss_maskiou": 0.007234267774038017, "loss_sem_seg": 0.43074425449594855, "lr": 0.01, "mask_rcnn/accuracy": 0.8636561007381676, "mask_rcnn/false_negative": 0.11513546250097442, "mask_rcnn/false_positive": 0.1603646215854549, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 43.75, "time": 0.7315706834197044, "total_loss": 2.0513847611146048} {"data_time": 0.010831746272742748, "eta_seconds": 192453.18515184615, "iteration": 8859, "loss_fcos_cls": 0.3712187362834811, "loss_fcos_ctr": 0.6296692774631083, "loss_fcos_loc": 0.2550191862974316, "loss_mask": 0.3170555643737316, "loss_maskiou": 0.008093475626083091, "loss_sem_seg": 0.39122491888701916, "lr": 0.01, "mask_rcnn/accuracy": 0.867762080688901, "mask_rcnn/false_negative": 0.11349652926776665, "mask_rcnn/false_positive": 0.19684812641768032, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.25, "time": 0.73471406288445, "total_loss": 1.9481771095306613} {"data_time": 0.008654727600514889, "eta_seconds": 192474.1394021986, "iteration": 8879, "loss_fcos_cls": 0.3791878167539835, "loss_fcos_ctr": 0.6330491565167904, "loss_fcos_loc": 0.2747478699311614, "loss_mask": 0.31317863427102566, "loss_maskiou": 0.008670565934153274, "loss_sem_seg": 0.4245943408459425, "lr": 0.01, "mask_rcnn/accuracy": 0.8501021231992983, "mask_rcnn/false_negative": 0.09629151631330965, "mask_rcnn/false_positive": 0.2055574099444833, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.75, "time": 0.7443791348487139, "total_loss": 2.056097425855114} {"data_time": 0.010183770209550858, "eta_seconds": 192514.16311070696, "iteration": 8899, "loss_fcos_cls": 0.3865050380118191, "loss_fcos_ctr": 0.6351839397102594, "loss_fcos_loc": 0.27650843863375485, "loss_mask": 0.3335695303976536, "loss_maskiou": 0.00861156586324796, "loss_sem_seg": 0.45752096455544233, "lr": 0.01, "mask_rcnn/accuracy": 0.8463886669224774, "mask_rcnn/false_negative": 0.11473014097607853, "mask_rcnn/false_positive": 0.20877407840796192, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.75, "time": 0.7412112830206752, "total_loss": 2.104599651240278} {"data_time": 0.013014880008995533, "eta_seconds": 192499.41677399352, "iteration": 8919, "loss_fcos_cls": 0.40537547459825873, "loss_fcos_ctr": 0.63166444003582, "loss_fcos_loc": 0.26407583779655397, "loss_mask": 0.3288625031709671, "loss_maskiou": 0.00949082910665311, "loss_sem_seg": 0.40557611733675003, "lr": 0.01, "mask_rcnn/accuracy": 0.869547193877551, "mask_rcnn/false_negative": 0.13902518514265777, "mask_rcnn/false_positive": 0.1481602564039975, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.0, "time": 0.7341036396101117, "total_loss": 2.0626779059239198} {"data_time": 0.010445820167660713, "eta_seconds": 192438.90472789295, "iteration": 8939, "loss_fcos_cls": 0.3862055626232177, "loss_fcos_ctr": 0.6294142538681626, "loss_fcos_loc": 0.26153474510647357, "loss_mask": 0.30552876088768244, "loss_maskiou": 0.007760605818475597, "loss_sem_seg": 0.40981484204530716, "lr": 0.01, "mask_rcnn/accuracy": 0.8671282798833819, "mask_rcnn/false_negative": 0.09367712592548762, "mask_rcnn/false_positive": 0.1684310318093858, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7427635630592704, "total_loss": 2.0109991201898083} {"data_time": 0.009418802335858345, "eta_seconds": 192396.00766655337, "iteration": 8959, "loss_fcos_cls": 0.3874434446915984, "loss_fcos_ctr": 0.6304610557854176, "loss_fcos_loc": 0.26180881075561047, "loss_mask": 0.32073781825602055, "loss_maskiou": 0.007347014354309067, "loss_sem_seg": 0.44236547220498323, "lr": 0.01, "mask_rcnn/accuracy": 0.846492904533274, "mask_rcnn/false_negative": 0.12619749449678222, "mask_rcnn/false_positive": 0.17852370659563782, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 41.5, "time": 0.7399784792214632, "total_loss": 2.0626883712247945} {"data_time": 0.010483534075319767, "eta_seconds": 192409.41906672902, "iteration": 8979, "loss_fcos_cls": 0.36303763883188367, "loss_fcos_ctr": 0.6289743930101395, "loss_fcos_loc": 0.2587337492732331, "loss_mask": 0.3249889984726906, "loss_maskiou": 0.008464640675811097, "loss_sem_seg": 0.44286902714520693, "lr": 0.01, "mask_rcnn/accuracy": 0.84110782570604, "mask_rcnn/false_negative": 0.11403789710135048, "mask_rcnn/false_positive": 0.2000866049986152, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.7379271071404219, "total_loss": 2.0437553934461903} {"data_time": 0.010206518694758415, "eta_seconds": 192518.98244868778, "iteration": 8999, "loss_fcos_cls": 0.39076551608741283, "loss_fcos_ctr": 0.6260006539523602, "loss_fcos_loc": 0.25227029190864414, "loss_mask": 0.3328767251223326, "loss_maskiou": 0.008790007617790252, "loss_sem_seg": 0.5006798903923482, "lr": 0.01, "mask_rcnn/accuracy": 0.8444847014811886, "mask_rcnn/false_negative": 0.11781213175857155, "mask_rcnn/false_positive": 0.2072505198543872, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7434804355725646, "total_loss": 2.1157418003713246} {"data_time": 0.010278908535838127, "eta_seconds": 192425.68509042636, "iteration": 9019, "loss_fcos_cls": 0.3839288472663611, "loss_fcos_ctr": 0.6312780459411442, "loss_fcos_loc": 0.2614745516330004, "loss_mask": 0.3091643610969186, "loss_maskiou": 0.0075802713399752975, "loss_sem_seg": 0.43514070846140385, "lr": 0.01, "mask_rcnn/accuracy": 0.8709884960449064, "mask_rcnn/false_negative": 0.12061365421095929, "mask_rcnn/false_positive": 0.1553810824408744, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.0, "time": 0.7227590242400765, "total_loss": 2.0231749071681406} {"data_time": 0.010767646133899689, "eta_seconds": 192523.13740519155, "iteration": 9039, "loss_fcos_cls": 0.38592749554663897, "loss_fcos_ctr": 0.630704129114747, "loss_fcos_loc": 0.26490678498521447, "loss_mask": 0.3284081257879734, "loss_maskiou": 0.008238625479862094, "loss_sem_seg": 0.46673991810530424, "lr": 0.01, "mask_rcnn/accuracy": 0.8469041462738942, "mask_rcnn/false_negative": 0.12316230726946696, "mask_rcnn/false_positive": 0.20229802774879696, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.0, "time": 0.7438413426280022, "total_loss": 2.061079724750016} {"data_time": 0.009326506406068802, "eta_seconds": 192544.57571754605, "iteration": 9059, "loss_fcos_cls": 0.3731539794243872, "loss_fcos_ctr": 0.6298140082508326, "loss_fcos_loc": 0.25273496576119214, "loss_mask": 0.32694765739142895, "loss_maskiou": 0.008625254515209235, "loss_sem_seg": 0.42464887257665396, "lr": 0.01, "mask_rcnn/accuracy": 0.8512958257899934, "mask_rcnn/false_negative": 0.12931430829347024, "mask_rcnn/false_positive": 0.1870252746216421, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7376527171581984, "total_loss": 2.0350050663837465} {"data_time": 0.01032490748912096, "eta_seconds": 192488.539080129, "iteration": 9079, "loss_fcos_cls": 0.38443571887910366, "loss_fcos_ctr": 0.6305153854191303, "loss_fcos_loc": 0.2610129283275455, "loss_mask": 0.3343609943985939, "loss_maskiou": 0.008480564516503364, "loss_sem_seg": 0.41974746249616146, "lr": 0.01, "mask_rcnn/accuracy": 0.8454258209514123, "mask_rcnn/false_negative": 0.10743027387426073, "mask_rcnn/false_positive": 0.20639118078636462, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.7362980265170336, "total_loss": 2.0785110423894366} {"data_time": 0.009845830500125885, "eta_seconds": 192405.73860582802, "iteration": 9099, "loss_fcos_cls": 0.3674273593351245, "loss_fcos_ctr": 0.634076289832592, "loss_fcos_loc": 0.26944582210853696, "loss_mask": 0.3313961625099182, "loss_maskiou": 0.008600461107562296, "loss_sem_seg": 0.4285818408243358, "lr": 0.01, "mask_rcnn/accuracy": 0.849202470461869, "mask_rcnn/false_negative": 0.12034296732429756, "mask_rcnn/false_positive": 0.18243095823820094, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.75, "time": 0.7354291006922722, "total_loss": 2.056083344941726} {"data_time": 0.010523246601223946, "eta_seconds": 192278.0822784854, "iteration": 9119, "loss_fcos_cls": 0.3576253526844084, "loss_fcos_ctr": 0.6287943292409182, "loss_fcos_loc": 0.25630557094700634, "loss_mask": 0.3231599610298872, "loss_maskiou": 0.007950576662551612, "loss_sem_seg": 0.4035116177983582, "lr": 0.01, "mask_rcnn/accuracy": 0.8702122515672936, "mask_rcnn/false_negative": 0.1290063132688774, "mask_rcnn/false_positive": 0.1656539890720622, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 41.25, "time": 0.7284176917746663, "total_loss": 1.9836755255018943} {"data_time": 0.009956853464245796, "eta_seconds": 192337.20707014576, "iteration": 9139, "loss_fcos_cls": 0.3749866117723286, "loss_fcos_ctr": 0.6307674860581756, "loss_fcos_loc": 0.26746223110239953, "loss_mask": 0.33793094474822283, "loss_maskiou": 0.010225074220215902, "loss_sem_seg": 0.4992055497132242, "lr": 0.01, "mask_rcnn/accuracy": 0.859407847340325, "mask_rcnn/false_negative": 0.12176158718576233, "mask_rcnn/false_positive": 0.16474209236560594, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.0, "time": 0.7485443176701665, "total_loss": 2.1173686537658796} {"data_time": 0.009498494677245617, "eta_seconds": 192322.46073343232, "iteration": 9159, "loss_fcos_cls": 0.40081774443387985, "loss_fcos_ctr": 0.6309327278286219, "loss_fcos_loc": 0.27052543428726494, "loss_mask": 0.32611414324492216, "loss_maskiou": 0.00811736322066281, "loss_sem_seg": 0.4560977565124631, "lr": 0.01, "mask_rcnn/accuracy": 0.8545927934630198, "mask_rcnn/false_negative": 0.11256709738322562, "mask_rcnn/false_positive": 0.16615535030848674, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7455165116116405, "total_loss": 2.0749040218943264} {"data_time": 0.009481355547904968, "eta_seconds": 192233.86025795992, "iteration": 9179, "loss_fcos_cls": 0.3992922971956432, "loss_fcos_ctr": 0.6316623529419303, "loss_fcos_loc": 0.2666187740396708, "loss_mask": 0.3099111784249544, "loss_maskiou": 0.0075915488705504686, "loss_sem_seg": 0.43756411457434297, "lr": 0.01, "mask_rcnn/accuracy": 0.8679905937646363, "mask_rcnn/false_negative": 0.08927032738167912, "mask_rcnn/false_positive": 0.1632815537330009, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7276488654315472, "total_loss": 2.042909162453725} {"data_time": 0.009485244750976562, "eta_seconds": 192247.24793032743, "iteration": 9199, "loss_fcos_cls": 0.38313885359093547, "loss_fcos_ctr": 0.6339992214925587, "loss_fcos_loc": 0.2651708598714322, "loss_mask": 0.329823762178421, "loss_maskiou": 0.008251377439592034, "loss_sem_seg": 0.44706093706190586, "lr": 0.01, "mask_rcnn/accuracy": 0.8505217173076127, "mask_rcnn/false_negative": 0.1260229027948747, "mask_rcnn/false_positive": 0.17185489861803677, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.25, "time": 0.7478380613029003, "total_loss": 2.078206282327301} {"data_time": 0.009361940436065197, "eta_seconds": 192350.04093253333, "iteration": 9219, "loss_fcos_cls": 0.3835150287486613, "loss_fcos_ctr": 0.633184171281755, "loss_fcos_loc": 0.27609870838932693, "loss_mask": 0.31859072716906667, "loss_maskiou": 0.008590403653215617, "loss_sem_seg": 0.4320803498849273, "lr": 0.01, "mask_rcnn/accuracy": 0.8448933310624684, "mask_rcnn/false_negative": 0.09970746382456114, "mask_rcnn/false_positive": 0.24183557933623168, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.25, "time": 0.7364644687622786, "total_loss": 2.0432706408319063} {"data_time": 0.010450603440403938, "eta_seconds": 192363.8376258947, "iteration": 9239, "loss_fcos_cls": 0.3877472160384059, "loss_fcos_ctr": 0.6335099404677749, "loss_fcos_loc": 0.2636194219812751, "loss_mask": 0.3127445615828037, "loss_maskiou": 0.008153957780450583, "loss_sem_seg": 0.43879610812291503, "lr": 0.01, "mask_rcnn/accuracy": 0.8491178044165995, "mask_rcnn/false_negative": 0.12536492772701946, "mask_rcnn/false_positive": 0.17354630845080002, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.75, "time": 0.7530142720788717, "total_loss": 2.0373942289152183} {"data_time": 0.009791471995413303, "eta_seconds": 192320.53724308778, "iteration": 9259, "loss_fcos_cls": 0.3966388367116451, "loss_fcos_ctr": 0.6316640609875321, "loss_fcos_loc": 0.26701418473385274, "loss_mask": 0.3084540721029043, "loss_maskiou": 0.008155786039424129, "loss_sem_seg": 0.44800311094149947, "lr": 0.01, "mask_rcnn/accuracy": 0.8471661148107499, "mask_rcnn/false_negative": 0.12572681248006073, "mask_rcnn/false_positive": 0.17644683553602836, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.5, "time": 0.7220642101019621, "total_loss": 2.0577220262930496} {"data_time": 0.009395992383360863, "eta_seconds": 192188.27660799958, "iteration": 9279, "loss_fcos_cls": 0.38580153323709965, "loss_fcos_ctr": 0.6326697720214725, "loss_fcos_loc": 0.26461386354640126, "loss_mask": 0.3337832288816571, "loss_maskiou": 0.00884670193772763, "loss_sem_seg": 0.4031502865254879, "lr": 0.01, "mask_rcnn/accuracy": 0.8508299837363589, "mask_rcnn/false_negative": 0.1272657670247509, "mask_rcnn/false_positive": 0.15328874558159222, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7334422115236521, "total_loss": 2.0467957433720585} {"data_time": 0.010370488278567791, "eta_seconds": 192231.68092265632, "iteration": 9299, "loss_fcos_cls": 0.37190791382454336, "loss_fcos_ctr": 0.6321545578539371, "loss_fcos_loc": 0.2650814428925514, "loss_mask": 0.3211760735139251, "loss_maskiou": 0.008455956893158145, "loss_sem_seg": 0.40993011090904474, "lr": 0.01, "mask_rcnn/accuracy": 0.8486209784092849, "mask_rcnn/false_negative": 0.11406752585770528, "mask_rcnn/false_positive": 0.24349415795563806, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.5, "time": 0.7401744313538074, "total_loss": 2.0404975038109114} {"data_time": 0.009621189907193184, "eta_seconds": 192097.31030632928, "iteration": 9319, "loss_fcos_cls": 0.3789111948572099, "loss_fcos_ctr": 0.6328491079621017, "loss_fcos_loc": 0.25775838922709227, "loss_mask": 0.3398022260516882, "loss_maskiou": 0.008058732928475365, "loss_sem_seg": 0.39279947336763144, "lr": 0.01, "mask_rcnn/accuracy": 0.8684245884500987, "mask_rcnn/false_negative": 0.11893413751752022, "mask_rcnn/false_positive": 0.14994945307190571, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.5, "time": 0.7201652834191918, "total_loss": 1.997583203119575} {"data_time": 0.00984172336757183, "eta_seconds": 192082.57219267264, "iteration": 9339, "loss_fcos_cls": 0.36939108720980585, "loss_fcos_ctr": 0.6308083273470402, "loss_fcos_loc": 0.2520515782525763, "loss_mask": 0.31375057622790337, "loss_maskiou": 0.007636885638930835, "loss_sem_seg": 0.45035436004400253, "lr": 0.01, "mask_rcnn/accuracy": 0.8505484726144442, "mask_rcnn/false_negative": 0.11162306066299736, "mask_rcnn/false_positive": 0.17153423810329643, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.75, "time": 0.7328466717153788, "total_loss": 2.0173143869033083} {"data_time": 0.009363366290926933, "eta_seconds": 191923.02144359704, "iteration": 9359, "loss_fcos_cls": 0.3710376350209117, "loss_fcos_ctr": 0.632732271682471, "loss_fcos_loc": 0.26332979346625507, "loss_mask": 0.33484790194779634, "loss_maskiou": 0.009334764428786002, "loss_sem_seg": 0.39256151113659143, "lr": 0.01, "mask_rcnn/accuracy": 0.868182617874736, "mask_rcnn/false_negative": 0.10546123413512115, "mask_rcnn/false_positive": 0.18400308597252862, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.7240070682018995, "total_loss": 1.9996313383744564} {"data_time": 0.010482079349458218, "eta_seconds": 191993.59382656123, "iteration": 9379, "loss_fcos_cls": 0.3662476958706975, "loss_fcos_ctr": 0.628104267641902, "loss_fcos_loc": 0.2400061183143407, "loss_mask": 0.30733977258205414, "loss_maskiou": 0.007902620738605037, "loss_sem_seg": 0.41774748265743256, "lr": 0.01, "mask_rcnn/accuracy": 0.8778666232218176, "mask_rcnn/false_negative": 0.10507002797868872, "mask_rcnn/false_positive": 0.16249786719166207, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7673665033653378, "total_loss": 1.9495279398252023} {"data_time": 0.010368037037551403, "eta_seconds": 192071.71284936648, "iteration": 9399, "loss_fcos_cls": 0.39330189023166895, "loss_fcos_ctr": 0.6325686820782721, "loss_fcos_loc": 0.26306270668283105, "loss_mask": 0.31807786133140326, "loss_maskiou": 0.007959976908750832, "loss_sem_seg": 0.4607542082667351, "lr": 0.01, "mask_rcnn/accuracy": 0.8811192888385475, "mask_rcnn/false_negative": 0.10601804799944228, "mask_rcnn/false_positive": 0.15953139924929322, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 44.75, "time": 0.744111830368638, "total_loss": 2.0797653494373662} {"data_time": 0.010156963020563126, "eta_seconds": 192056.97217585798, "iteration": 9419, "loss_fcos_cls": 0.37425916781648993, "loss_fcos_ctr": 0.6319596748799086, "loss_fcos_loc": 0.2592332127969712, "loss_mask": 0.3323987703770399, "loss_maskiou": 0.008609962489572354, "loss_sem_seg": 0.45962267462164164, "lr": 0.01, "mask_rcnn/accuracy": 0.8493737801773515, "mask_rcnn/false_negative": 0.09747510644661539, "mask_rcnn/false_positive": 0.20647636548575532, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7555281305685639, "total_loss": 2.1073204982676543} {"data_time": 0.010212427005171776, "eta_seconds": 191994.13891615253, "iteration": 9439, "loss_fcos_cls": 0.3751346468925476, "loss_fcos_ctr": 0.6310186488553882, "loss_fcos_loc": 0.25898378889542073, "loss_mask": 0.31611194740980864, "loss_maskiou": 0.008324866168550216, "loss_sem_seg": 0.4140177934896201, "lr": 0.01, "mask_rcnn/accuracy": 0.8600629812364506, "mask_rcnn/false_negative": 0.11920061352188432, "mask_rcnn/false_positive": 0.17211091250185231, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.739379090256989, "total_loss": 2.0300610999547644} {"data_time": 0.009616546332836151, "eta_seconds": 191754.3852448091, "iteration": 9459, "loss_fcos_cls": 0.3707139752805233, "loss_fcos_ctr": 0.6293115774169564, "loss_fcos_loc": 0.2573580458993092, "loss_mask": 0.32538821548223495, "loss_maskiou": 0.009531447401968762, "loss_sem_seg": 0.4218924343585968, "lr": 0.01, "mask_rcnn/accuracy": 0.8651204760073044, "mask_rcnn/false_negative": 0.1094667096914328, "mask_rcnn/false_positive": 0.1747247020180068, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.7308861035853624, "total_loss": 2.0101153328141663} {"data_time": 0.00945207942277193, "eta_seconds": 191919.9260891853, "iteration": 9479, "loss_fcos_cls": 0.3852191148325801, "loss_fcos_ctr": 0.6324071744456887, "loss_fcos_loc": 0.26586487982422113, "loss_mask": 0.32331728748977184, "loss_maskiou": 0.008955850018537603, "loss_sem_seg": 0.40666773449629545, "lr": 0.01, "mask_rcnn/accuracy": 0.8697060566837572, "mask_rcnn/false_negative": 0.08392859641306935, "mask_rcnn/false_positive": 0.21286864230606772, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.75, "time": 0.7477066526189446, "total_loss": 2.02557033499761} {"data_time": 0.009532910771667957, "eta_seconds": 191905.1925417101, "iteration": 9499, "loss_fcos_cls": 0.3589251860976219, "loss_fcos_ctr": 0.629432434681803, "loss_fcos_loc": 0.2523374482989311, "loss_mask": 0.3213327918201685, "loss_maskiou": 0.008294125087559223, "loss_sem_seg": 0.4406444588676095, "lr": 0.01, "mask_rcnn/accuracy": 0.8568913994169096, "mask_rcnn/false_negative": 0.1025717241159429, "mask_rcnn/false_positive": 0.18889539893705748, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7447850592434406, "total_loss": 1.9793207486218307} {"data_time": 0.00986113864928484, "eta_seconds": 191929.56504071876, "iteration": 9519, "loss_fcos_cls": 0.37234821217134595, "loss_fcos_ctr": 0.6325320554897189, "loss_fcos_loc": 0.2595123425126076, "loss_mask": 0.3239817265421152, "loss_maskiou": 0.008794420136837289, "loss_sem_seg": 0.4601540584117174, "lr": 0.01, "mask_rcnn/accuracy": 0.8330600511342647, "mask_rcnn/false_negative": 0.11636388012821153, "mask_rcnn/false_positive": 0.16373958463775207, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.5, "time": 0.7199272513389587, "total_loss": 2.0797170560690574} {"data_time": 0.00999430287629366, "eta_seconds": 191968.528134807, "iteration": 9539, "loss_fcos_cls": 0.37910621892660856, "loss_fcos_ctr": 0.632765406742692, "loss_fcos_loc": 0.2659876300022006, "loss_mask": 0.3301998917013407, "loss_maskiou": 0.009340016811620444, "loss_sem_seg": 0.4388419119641185, "lr": 0.01, "mask_rcnn/accuracy": 0.8669023479013003, "mask_rcnn/false_negative": 0.09494099034994284, "mask_rcnn/false_positive": 0.18815262070395677, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.7416463866829872, "total_loss": 2.030575025593862} {"data_time": 0.010634660720825195, "eta_seconds": 192175.6329762414, "iteration": 9559, "loss_fcos_cls": 0.377364750020206, "loss_fcos_ctr": 0.6316380552016199, "loss_fcos_loc": 0.26381702558137476, "loss_mask": 0.3170029232278466, "loss_maskiou": 0.00861607761180494, "loss_sem_seg": 0.4167762938886881, "lr": 0.01, "mask_rcnn/accuracy": 0.8438720942922624, "mask_rcnn/false_negative": 0.12591080727306025, "mask_rcnn/false_positive": 0.21527016508975155, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.25, "time": 0.7473473837599158, "total_loss": 2.0202566763182404} {"data_time": 0.009286973625421524, "eta_seconds": 192124.75414409582, "iteration": 9579, "loss_fcos_cls": 0.39258319279178977, "loss_fcos_ctr": 0.6310353209264576, "loss_fcos_loc": 0.26327298069372773, "loss_mask": 0.328733591362834, "loss_maskiou": 0.008034425205551088, "loss_sem_seg": 0.4289918290451169, "lr": 0.01, "mask_rcnn/accuracy": 0.8648780534941249, "mask_rcnn/false_negative": 0.10288117103985658, "mask_rcnn/false_positive": 0.14748589949326202, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.730082418769598, "total_loss": 2.014732946670847} {"data_time": 0.009191660210490227, "eta_seconds": 192146.11755693704, "iteration": 9599, "loss_fcos_cls": 0.3938847598619759, "loss_fcos_ctr": 0.6291304589249194, "loss_fcos_loc": 0.26760544907301664, "loss_mask": 0.3317207284271717, "loss_maskiou": 0.009218615756253712, "loss_sem_seg": 0.4389802045188844, "lr": 0.01, "mask_rcnn/accuracy": 0.8599938839172032, "mask_rcnn/false_negative": 0.11848098494739207, "mask_rcnn/false_positive": 0.1753642982901334, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7469429103657603, "total_loss": 2.0699400187877472} {"data_time": 0.010102310217916965, "eta_seconds": 192083.51097314432, "iteration": 9619, "loss_fcos_cls": 0.3801275361329317, "loss_fcos_ctr": 0.6314069647341967, "loss_fcos_loc": 0.2585308887064457, "loss_mask": 0.31771732680499554, "loss_maskiou": 0.007841180369723588, "loss_sem_seg": 0.42361130053177476, "lr": 0.01, "mask_rcnn/accuracy": 0.8648717088186626, "mask_rcnn/false_negative": 0.10918587219039122, "mask_rcnn/false_positive": 0.17403077079009796, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.25, "time": 0.7374564232304692, "total_loss": 2.0104825733651523} {"data_time": 0.009293952025473118, "eta_seconds": 192116.60213763267, "iteration": 9639, "loss_fcos_cls": 0.38323688600212336, "loss_fcos_ctr": 0.6323074400424957, "loss_fcos_loc": 0.2695801667869091, "loss_mask": 0.3279835721477866, "loss_maskiou": 0.008116653945762664, "loss_sem_seg": 0.445239226333797, "lr": 0.01, "mask_rcnn/accuracy": 0.8472171606737933, "mask_rcnn/false_negative": 0.10750468839645685, "mask_rcnn/false_positive": 0.1769976048237844, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.5, "time": 0.7436463227495551, "total_loss": 2.063240816773032} {"data_time": 0.009527790360152721, "eta_seconds": 192057.54744837712, "iteration": 9659, "loss_fcos_cls": 0.39557926217094064, "loss_fcos_ctr": 0.6292139119468629, "loss_fcos_loc": 0.2635548086836934, "loss_mask": 0.32338439766317606, "loss_maskiou": 0.008396640594583005, "loss_sem_seg": 0.4278150834143162, "lr": 0.01, "mask_rcnn/accuracy": 0.8530180409229762, "mask_rcnn/false_negative": 0.11175362681595327, "mask_rcnn/false_positive": 0.1818755187034087, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.7338835997506976, "total_loss": 2.049487706506625} {"data_time": 0.009436010383069515, "eta_seconds": 192250.68083241396, "iteration": 9679, "loss_fcos_cls": 0.37706475891172886, "loss_fcos_ctr": 0.6311979573220015, "loss_fcos_loc": 0.2663451044354588, "loss_mask": 0.3355721468105912, "loss_maskiou": 0.008900774832000025, "loss_sem_seg": 0.45613659964874387, "lr": 0.01, "mask_rcnn/accuracy": 0.8509943117612493, "mask_rcnn/false_negative": 0.09007025203882427, "mask_rcnn/false_positive": 0.2156260566647532, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 40.0, "time": 0.7455713609233499, "total_loss": 2.1009417059540283} {"data_time": 0.009924639016389847, "eta_seconds": 192297.62933055684, "iteration": 9699, "loss_fcos_cls": 0.3765826493036002, "loss_fcos_ctr": 0.632952231913805, "loss_fcos_loc": 0.2639327214565128, "loss_mask": 0.33405944891273975, "loss_maskiou": 0.009267591231036931, "loss_sem_seg": 0.4087391560897231, "lr": 0.01, "mask_rcnn/accuracy": 0.8495399052478134, "mask_rcnn/false_negative": 0.12133855798409493, "mask_rcnn/false_positive": 0.1956450823679204, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7557126693427563, "total_loss": 2.0246354527625954} {"data_time": 0.010381195694208145, "eta_seconds": 192245.71001968905, "iteration": 9719, "loss_fcos_cls": 0.3716065986081958, "loss_fcos_ctr": 0.6322471993044019, "loss_fcos_loc": 0.26563904131762683, "loss_mask": 0.32528249733150005, "loss_maskiou": 0.008405597298406065, "loss_sem_seg": 0.38780511636286974, "lr": 0.01, "mask_rcnn/accuracy": 0.8449596781605815, "mask_rcnn/false_negative": 0.12688037390181495, "mask_rcnn/false_positive": 0.17728418653391192, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.729109943844378, "total_loss": 1.9813462875899859} {"data_time": 0.010150088928639889, "eta_seconds": 192317.84545004833, "iteration": 9739, "loss_fcos_cls": 0.38173506408929825, "loss_fcos_ctr": 0.6294903364032507, "loss_fcos_loc": 0.25676035485230386, "loss_mask": 0.3164409566670656, "loss_maskiou": 0.00817805556289386, "loss_sem_seg": 0.4342910796403885, "lr": 0.01, "mask_rcnn/accuracy": 0.8749222503990365, "mask_rcnn/false_negative": 0.12227873864942804, "mask_rcnn/false_positive": 0.15905940822680353, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.25, "time": 0.7407770911231637, "total_loss": 2.0166264050640166} {"data_time": 0.009260665625333786, "eta_seconds": 192328.90500697587, "iteration": 9759, "loss_fcos_cls": 0.3712591081857681, "loss_fcos_ctr": 0.6314504840411246, "loss_fcos_loc": 0.2598971612751484, "loss_mask": 0.31996026542037725, "loss_maskiou": 0.008265810727607459, "loss_sem_seg": 0.44107713643461466, "lr": 0.01, "mask_rcnn/accuracy": 0.8577064896755162, "mask_rcnn/false_negative": 0.11317814518065764, "mask_rcnn/false_positive": 0.18013637921736597, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 41.75, "time": 0.7337152929976583, "total_loss": 2.0323154358338797} {"data_time": 0.00949081126600504, "eta_seconds": 192274.52811448742, "iteration": 9779, "loss_fcos_cls": 0.3702753144316375, "loss_fcos_ctr": 0.6261722166091204, "loss_fcos_loc": 0.24540466954931617, "loss_mask": 0.2969486154615879, "loss_maskiou": 0.008140163030475378, "loss_sem_seg": 0.4270020928233862, "lr": 0.01, "mask_rcnn/accuracy": 0.8689923642059136, "mask_rcnn/false_negative": 0.10953176363382298, "mask_rcnn/false_positive": 0.12962528560536096, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7317251171916723, "total_loss": 1.9448120551096508} {"data_time": 0.010055992752313614, "eta_seconds": 192259.75032729004, "iteration": 9799, "loss_fcos_cls": 0.3874782365746796, "loss_fcos_ctr": 0.6280140969902277, "loss_fcos_loc": 0.2593794909771532, "loss_mask": 0.3025443945080042, "loss_maskiou": 0.007544527492427733, "loss_sem_seg": 0.43560586497187614, "lr": 0.01, "mask_rcnn/accuracy": 0.834991418442377, "mask_rcnn/false_negative": 0.1331042455096469, "mask_rcnn/false_positive": 0.191581687958617, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.7443600194528699, "total_loss": 2.019770240673097} {"data_time": 0.009417055174708366, "eta_seconds": 192284.56251559127, "iteration": 9819, "loss_fcos_cls": 0.3832656582817435, "loss_fcos_ctr": 0.6319360951893032, "loss_fcos_loc": 0.2683600453310646, "loss_mask": 0.3187870215624571, "loss_maskiou": 0.008255941414972767, "loss_sem_seg": 0.4115053154528141, "lr": 0.01, "mask_rcnn/accuracy": 0.8751118486652181, "mask_rcnn/false_negative": 0.08092299516188962, "mask_rcnn/false_positive": 0.17545108450870828, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 40.75, "time": 0.7593462970107794, "total_loss": 2.0751176317426143} {"data_time": 0.010585545562207699, "eta_seconds": 192342.3968983926, "iteration": 9839, "loss_fcos_cls": 0.3824907303787768, "loss_fcos_ctr": 0.6321831904351711, "loss_fcos_loc": 0.26342098508030176, "loss_mask": 0.3212133692577481, "loss_maskiou": 0.008716709591681138, "loss_sem_seg": 0.45115780690684915, "lr": 0.01, "mask_rcnn/accuracy": 0.8447605838983998, "mask_rcnn/false_negative": 0.12028419112169425, "mask_rcnn/false_positive": 0.19002466958776748, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 39.5, "time": 0.7716433219611645, "total_loss": 2.060978897687164} {"data_time": 0.009993861429393291, "eta_seconds": 192425.90758539457, "iteration": 9859, "loss_fcos_cls": 0.3813830269500613, "loss_fcos_ctr": 0.6335307117551565, "loss_fcos_loc": 0.2729806834831834, "loss_mask": 0.3172960290685296, "loss_maskiou": 0.009164643794065341, "loss_sem_seg": 0.40371602680534124, "lr": 0.01, "mask_rcnn/accuracy": 0.851323630367625, "mask_rcnn/false_negative": 0.1077145602354024, "mask_rcnn/false_positive": 0.14826839187681545, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.75, "time": 0.7506182389333844, "total_loss": 1.9971892039466184} {"data_time": 0.009816374629735947, "eta_seconds": 192411.11361538712, "iteration": 9879, "loss_fcos_cls": 0.36348084500059485, "loss_fcos_ctr": 0.6297002686187625, "loss_fcos_loc": 0.2595088593661785, "loss_mask": 0.3176928861066699, "loss_maskiou": 0.009447685617487878, "loss_sem_seg": 0.43227018043398857, "lr": 0.01, "mask_rcnn/accuracy": 0.857463849266497, "mask_rcnn/false_negative": 0.12050403980684402, "mask_rcnn/false_positive": 0.1930770171137678, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 34.0, "time": 0.7464771345257759, "total_loss": 2.0254162273340626} {"data_time": 0.009642527438700199, "eta_seconds": 192446.78991871607, "iteration": 9899, "loss_fcos_cls": 0.37538728723302484, "loss_fcos_ctr": 0.628071709536016, "loss_fcos_loc": 0.2583553036674857, "loss_mask": 0.32800495624542236, "loss_maskiou": 0.008426283486187458, "loss_sem_seg": 0.39302942994982004, "lr": 0.01, "mask_rcnn/accuracy": 0.8483333193704411, "mask_rcnn/false_negative": 0.12751545044375606, "mask_rcnn/false_positive": 0.19778647013837886, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 41.0, "time": 0.7469006776809692, "total_loss": 1.9896406007464975} {"data_time": 0.010151035152375698, "eta_seconds": 192431.99206788745, "iteration": 9919, "loss_fcos_cls": 0.37477097287774086, "loss_fcos_ctr": 0.6282183583825827, "loss_fcos_loc": 0.2509258796926588, "loss_mask": 0.2996895960532129, "loss_maskiou": 0.007743376860162243, "loss_sem_seg": 0.43185239378362894, "lr": 0.01, "mask_rcnn/accuracy": 0.8522577624129872, "mask_rcnn/false_negative": 0.12004431362576196, "mask_rcnn/false_positive": 0.17445920998456355, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.75, "time": 0.7444526497274637, "total_loss": 2.022294908791082} {"data_time": 0.01073596253991127, "eta_seconds": 192268.4648344405, "iteration": 9939, "loss_fcos_cls": 0.3884563413448632, "loss_fcos_ctr": 0.6290748529136181, "loss_fcos_loc": 0.2572290578391403, "loss_mask": 0.3117463430389762, "loss_maskiou": 0.008308449148898944, "loss_sem_seg": 0.44225251534953713, "lr": 0.01, "mask_rcnn/accuracy": 0.832203839762946, "mask_rcnn/false_negative": 0.12839261125267898, "mask_rcnn/false_positive": 0.16326499468472871, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7223498206585646, "total_loss": 2.0425669447286054} {"data_time": 0.009111865423619747, "eta_seconds": 192235.89959491137, "iteration": 9959, "loss_fcos_cls": 0.36385685950517654, "loss_fcos_ctr": 0.6317281443625689, "loss_fcos_loc": 0.2592121184570715, "loss_mask": 0.32249497435986996, "loss_maskiou": 0.007719069515587762, "loss_sem_seg": 0.4287865227088332, "lr": 0.01, "mask_rcnn/accuracy": 0.8609270691840047, "mask_rcnn/false_negative": 0.11196673945612791, "mask_rcnn/false_positive": 0.16529407660131307, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 35.75, "time": 0.736131776124239, "total_loss": 1.9928082124824869} {"data_time": 0.01012385543435812, "eta_seconds": 192221.1145495074, "iteration": 9979, "loss_fcos_cls": 0.36992997489869595, "loss_fcos_ctr": 0.6303806491196156, "loss_fcos_loc": 0.2438373500481248, "loss_mask": 0.3033246276900172, "loss_maskiou": 0.007992210434167646, "loss_sem_seg": 0.3719308050349355, "lr": 0.01, "mask_rcnn/accuracy": 0.8571207810047097, "mask_rcnn/false_negative": 0.08190899212966307, "mask_rcnn/false_positive": 0.16613862691949582, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7372905556112528, "total_loss": 1.953682840030524} {"data_time": 0.010162902064621449, "eta_seconds": 192184.3793200627, "iteration": 9999, "loss_fcos_cls": 0.39975961251184344, "loss_fcos_ctr": 0.6304952343925834, "loss_fcos_loc": 0.25793911539949477, "loss_mask": 0.3175008296966553, "loss_maskiou": 0.008670886658364907, "loss_sem_seg": 0.4024702198803425, "lr": 0.01, "mask_rcnn/accuracy": 0.8343827191753459, "mask_rcnn/false_negative": 0.1297754693502929, "mask_rcnn/false_positive": 0.17162541013871094, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.5, "time": 0.7222221959382296, "total_loss": 2.022619982424658} {"data_time": 0.010027624666690826, "eta_seconds": 192320.64831395634, "iteration": 10019, "loss_fcos_cls": 0.36697326553985476, "loss_fcos_ctr": 0.6279357485473156, "loss_fcos_loc": 0.2588772599119693, "loss_mask": 0.3203600440174341, "loss_maskiou": 0.0075573145004455, "loss_sem_seg": 0.4026596564799547, "lr": 0.01, "mask_rcnn/accuracy": 0.8635107717537565, "mask_rcnn/false_negative": 0.10741956374467324, "mask_rcnn/false_positive": 0.1718635274908688, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.25, "time": 0.747229989618063, "total_loss": 1.9916252583134337} {"data_time": 0.00983442459255457, "eta_seconds": 192176.75941329543, "iteration": 10039, "loss_fcos_cls": 0.3805698557989672, "loss_fcos_ctr": 0.629085116321221, "loss_fcos_loc": 0.2563573317602277, "loss_mask": 0.33194180112332106, "loss_maskiou": 0.008957416241173632, "loss_sem_seg": 0.4340338851325214, "lr": 0.01, "mask_rcnn/accuracy": 0.8528856669249978, "mask_rcnn/false_negative": 0.09514470842131591, "mask_rcnn/false_positive": 0.18054409729398868, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 33.25, "time": 0.7355512315407395, "total_loss": 2.062156889238395} {"data_time": 0.010434605181217194, "eta_seconds": 192425.08411239088, "iteration": 10059, "loss_fcos_cls": 0.3801772459410131, "loss_fcos_ctr": 0.6316101029515266, "loss_fcos_loc": 0.2636692919768393, "loss_mask": 0.32935608457773924, "loss_maskiou": 0.00845025505986996, "loss_sem_seg": 0.4655325300991535, "lr": 0.01, "mask_rcnn/accuracy": 0.8484228918840263, "mask_rcnn/false_negative": 0.11335679829316161, "mask_rcnn/false_positive": 0.17305719320261315, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.0, "time": 0.7575728623196483, "total_loss": 2.0851869280159008} {"data_time": 0.009945769794285297, "eta_seconds": 192313.6092612585, "iteration": 10079, "loss_fcos_cls": 0.3872225908562541, "loss_fcos_ctr": 0.6275822510942817, "loss_fcos_loc": 0.2582713505253196, "loss_mask": 0.31029665376991034, "loss_maskiou": 0.00812104542274028, "loss_sem_seg": 0.4102784190326929, "lr": 0.01, "mask_rcnn/accuracy": 0.860983560090703, "mask_rcnn/false_negative": 0.10230278606459288, "mask_rcnn/false_positive": 0.19814757650960063, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.0, "time": 0.7300023743882775, "total_loss": 2.046564930526074} {"data_time": 0.009174576960504055, "eta_seconds": 192357.1887056753, "iteration": 10099, "loss_fcos_cls": 0.3844501511193812, "loss_fcos_ctr": 0.6256751520559192, "loss_fcos_loc": 0.25227037398144603, "loss_mask": 0.3113046130165458, "loss_maskiou": 0.008362833672435954, "loss_sem_seg": 0.42351260781288147, "lr": 0.01, "mask_rcnn/accuracy": 0.855038030915674, "mask_rcnn/false_negative": 0.09874792841543194, "mask_rcnn/false_positive": 0.19627160301445187, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 38.0, "time": 0.7383777713403106, "total_loss": 1.995569297389011} {"data_time": 0.00915288832038641, "eta_seconds": 192284.01355960127, "iteration": 10119, "loss_fcos_cls": 0.37856960901990533, "loss_fcos_ctr": 0.6291334927082062, "loss_fcos_loc": 0.24851141963154078, "loss_mask": 0.30709529016166925, "loss_maskiou": 0.008164265425875783, "loss_sem_seg": 0.42373527865856886, "lr": 0.01, "mask_rcnn/accuracy": 0.8677369884123862, "mask_rcnn/false_negative": 0.10029656365458287, "mask_rcnn/false_positive": 0.18212898432260266, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.0, "time": 0.7200234057381749, "total_loss": 2.0055778145615477} {"data_time": 0.009180386550724506, "eta_seconds": 192269.21570877265, "iteration": 10139, "loss_fcos_cls": 0.39257803885266185, "loss_fcos_ctr": 0.6327101858332753, "loss_fcos_loc": 0.26741229416802526, "loss_mask": 0.3125987686216831, "loss_maskiou": 0.007971766375703737, "loss_sem_seg": 0.4338253275491297, "lr": 0.01, "mask_rcnn/accuracy": 0.863656975948274, "mask_rcnn/false_negative": 0.10701343244560704, "mask_rcnn/false_positive": 0.16300770852940855, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.743506689555943, "total_loss": 2.048188082553679} {"data_time": 0.01029739435762167, "eta_seconds": 192360.0741874529, "iteration": 10159, "loss_fcos_cls": 0.3520752547774464, "loss_fcos_ctr": 0.6309127826243639, "loss_fcos_loc": 0.2527558569563553, "loss_mask": 0.31864230427891016, "loss_maskiou": 0.008463791411486454, "loss_sem_seg": 0.41683487594127655, "lr": 0.01, "mask_rcnn/accuracy": 0.8460450506733306, "mask_rcnn/false_negative": 0.13295394520844306, "mask_rcnn/false_positive": 0.18577035466148412, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.75, "time": 0.75592290610075, "total_loss": 1.9896596876933472} {"data_time": 0.009356457740068436, "eta_seconds": 192437.74582638033, "iteration": 10179, "loss_fcos_cls": 0.38681560987606645, "loss_fcos_ctr": 0.6323719345964491, "loss_fcos_loc": 0.27281684800982475, "loss_mask": 0.32488857954740524, "loss_maskiou": 0.008425904699834064, "loss_sem_seg": 0.4180823308415711, "lr": 0.01, "mask_rcnn/accuracy": 0.8511607142857143, "mask_rcnn/false_negative": 0.11976476556897264, "mask_rcnn/false_positive": 0.21157871561096797, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 37.0, "time": 0.7590874535962939, "total_loss": 2.0136789072857937} {"data_time": 0.009268646128475666, "eta_seconds": 192511.46390125155, "iteration": 10199, "loss_fcos_cls": 0.3657611943781376, "loss_fcos_ctr": 0.628050671890378, "loss_fcos_loc": 0.25030080135911703, "loss_mask": 0.31838913820683956, "loss_maskiou": 0.00841216340631945, "loss_sem_seg": 0.4194521699100733, "lr": 0.01, "mask_rcnn/accuracy": 0.8585675951955021, "mask_rcnn/false_negative": 0.11098153916195877, "mask_rcnn/false_positive": 0.18459641355218895, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.5, "time": 0.7642240347340703, "total_loss": 2.008902778310585} {"data_time": 0.010072827339172363, "eta_seconds": 192458.209168165, "iteration": 10219, "loss_fcos_cls": 0.3719110977835953, "loss_fcos_ctr": 0.6276832288131118, "loss_fcos_loc": 0.24891611654311419, "loss_mask": 0.3069414431229234, "loss_maskiou": 0.0070440833223983645, "loss_sem_seg": 0.3915372099727392, "lr": 0.01, "mask_rcnn/accuracy": 0.856323161825214, "mask_rcnn/false_negative": 0.10343372479396068, "mask_rcnn/false_positive": 0.16572509544660585, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7307383175939322, "total_loss": 1.9887671862525167} {"data_time": 0.010280483402311802, "eta_seconds": 192350.5091945082, "iteration": 10239, "loss_fcos_cls": 0.33966030832380056, "loss_fcos_ctr": 0.6280925590544939, "loss_fcos_loc": 0.24536029854789376, "loss_mask": 0.31181495636701584, "loss_maskiou": 0.0070585460343863815, "loss_sem_seg": 0.40365909691900015, "lr": 0.01, "mask_rcnn/accuracy": 0.8960049113103186, "mask_rcnn/false_negative": 0.09780733718954654, "mask_rcnn/false_positive": 0.13579818483438078, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.7306707389652729, "total_loss": 1.9217961632530205} {"data_time": 0.009096701629459858, "eta_seconds": 192467.0041500032, "iteration": 10259, "loss_fcos_cls": 0.36424845922738314, "loss_fcos_ctr": 0.6321941541973501, "loss_fcos_loc": 0.25815382692962885, "loss_mask": 0.31518377270549536, "loss_maskiou": 0.00797604548279196, "loss_sem_seg": 0.43713953671976924, "lr": 0.01, "mask_rcnn/accuracy": 0.8655869229868001, "mask_rcnn/false_negative": 0.10924963714405045, "mask_rcnn/false_positive": 0.14580889283570336, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7521193893626332, "total_loss": 2.027020487104892} {"data_time": 0.009321561083197594, "eta_seconds": 192491.19432180747, "iteration": 10279, "loss_fcos_cls": 0.3802424385212362, "loss_fcos_ctr": 0.6310027912259102, "loss_fcos_loc": 0.25611823447979987, "loss_mask": 0.3138622995465994, "loss_maskiou": 0.00863659665628802, "loss_sem_seg": 0.4396794429048896, "lr": 0.01, "mask_rcnn/accuracy": 0.8504579265600472, "mask_rcnn/false_negative": 0.12313266772525065, "mask_rcnn/false_positive": 0.17916977421035318, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.75, "time": 0.7540318146348, "total_loss": 2.0325293337373296} {"data_time": 0.008678397163748741, "eta_seconds": 192455.76035659667, "iteration": 10299, "loss_fcos_cls": 0.35487063974142075, "loss_fcos_ctr": 0.6318477103486657, "loss_fcos_loc": 0.2574137141928077, "loss_mask": 0.32932314183562994, "loss_maskiou": 0.008105868866550736, "loss_sem_seg": 0.4734042128548026, "lr": 0.01, "mask_rcnn/accuracy": 0.8535106302963447, "mask_rcnn/false_negative": 0.08837171576258045, "mask_rcnn/false_positive": 0.20385482814006817, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.75, "time": 0.7385445917025208, "total_loss": 2.0272664731310215} {"data_time": 0.00963257160037756, "eta_seconds": 192737.4081042353, "iteration": 10319, "loss_fcos_cls": 0.3983281450346112, "loss_fcos_ctr": 0.6291157742962241, "loss_fcos_loc": 0.25470795563887805, "loss_mask": 0.32430728524923325, "loss_maskiou": 0.00898299140681047, "loss_sem_seg": 0.43796268617734313, "lr": 0.01, "mask_rcnn/accuracy": 0.8518965728149401, "mask_rcnn/false_negative": 0.10777895419900635, "mask_rcnn/false_positive": 0.19240377913195905, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 41.25, "time": 0.7431562636047602, "total_loss": 2.078786876765662} {"data_time": 0.009318267926573753, "eta_seconds": 192809.9354807753, "iteration": 10339, "loss_fcos_cls": 0.3697264934889972, "loss_fcos_ctr": 0.6304680877365172, "loss_fcos_loc": 0.26095704757608473, "loss_mask": 0.3205040004104376, "loss_maskiou": 0.008236627181759104, "loss_sem_seg": 0.42840528581291437, "lr": 0.01, "mask_rcnn/accuracy": 0.8515406494162652, "mask_rcnn/false_negative": 0.10289174952793659, "mask_rcnn/false_positive": 0.20463199845098856, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.0, "time": 0.7433323794975877, "total_loss": 2.079572000540793} {"data_time": 0.009684568271040916, "eta_seconds": 192795.08458399214, "iteration": 10359, "loss_fcos_cls": 0.36214709328487515, "loss_fcos_ctr": 0.6305513866245747, "loss_fcos_loc": 0.2553560743108392, "loss_mask": 0.31319717690348625, "loss_maskiou": 0.007494783116271719, "loss_sem_seg": 0.38824451016262174, "lr": 0.01, "mask_rcnn/accuracy": 0.86665989910617, "mask_rcnn/false_negative": 0.10297411673251909, "mask_rcnn/false_positive": 0.17558454437492416, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.7390472730621696, "total_loss": 1.9743317565807956} {"data_time": 0.010424290783703327, "eta_seconds": 192396.47502142843, "iteration": 10379, "loss_fcos_cls": 0.3776377532631159, "loss_fcos_ctr": 0.6290500042960048, "loss_fcos_loc": 0.25228427443653345, "loss_mask": 0.3079041186720133, "loss_maskiou": 0.007444780465448275, "loss_sem_seg": 0.4442532513057813, "lr": 0.01, "mask_rcnn/accuracy": 0.8711315118152525, "mask_rcnn/false_negative": 0.1261145113180208, "mask_rcnn/false_positive": 0.14489996319931062, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.25, "time": 0.7337510492652655, "total_loss": 2.0171990694943815} {"data_time": 0.009871553629636765, "eta_seconds": 192363.2647304237, "iteration": 10399, "loss_fcos_cls": 0.388909287750721, "loss_fcos_ctr": 0.6307541523128748, "loss_fcos_loc": 0.26073646411532536, "loss_mask": 0.33772460371255875, "loss_maskiou": 0.008262598334113136, "loss_sem_seg": 0.40977964363992214, "lr": 0.01, "mask_rcnn/accuracy": 0.85906362545018, "mask_rcnn/false_negative": 0.08901010730347057, "mask_rcnn/false_positive": 0.20108324885051987, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.5, "time": 0.7319369865581393, "total_loss": 2.0088897663226817} {"data_time": 0.009591909125447273, "eta_seconds": 192322.5505803991, "iteration": 10419, "loss_fcos_cls": 0.38150495383888483, "loss_fcos_ctr": 0.6285825110971928, "loss_fcos_loc": 0.25908311270177364, "loss_mask": 0.3515977654606104, "loss_maskiou": 0.008634270619950257, "loss_sem_seg": 0.39202858740463853, "lr": 0.01, "mask_rcnn/accuracy": 0.8614064535388624, "mask_rcnn/false_negative": 0.11484484399700695, "mask_rcnn/false_positive": 0.16260523580063815, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 43.5, "time": 0.7357060508802533, "total_loss": 2.0135304181749234} {"data_time": 0.00929976999759674, "eta_seconds": 192314.68012283556, "iteration": 10439, "loss_fcos_cls": 0.36654402827844024, "loss_fcos_ctr": 0.6311653549782932, "loss_fcos_loc": 0.259327647741884, "loss_mask": 0.3274490754120052, "loss_maskiou": 0.008679031117935665, "loss_sem_seg": 0.3742649406194687, "lr": 0.01, "mask_rcnn/accuracy": 0.8413635615536537, "mask_rcnn/false_negative": 0.10365278541052178, "mask_rcnn/false_positive": 0.2081995250541534, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.5, "time": 0.7375686420127749, "total_loss": 1.954600778175518} {"data_time": 0.009550737217068672, "eta_seconds": 192292.91473639198, "iteration": 10459, "loss_fcos_cls": 0.37391942413523793, "loss_fcos_ctr": 0.6316950684413314, "loss_fcos_loc": 0.253701888024807, "loss_mask": 0.30977764539420605, "loss_maskiou": 0.008260032984253485, "loss_sem_seg": 0.44834973383694887, "lr": 0.01, "mask_rcnn/accuracy": 0.8785601091085785, "mask_rcnn/false_negative": 0.10594204354917786, "mask_rcnn/false_positive": 0.12835787688185274, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7233681883662939, "total_loss": 2.041759671497857} {"data_time": 0.010127694346010685, "eta_seconds": 192285.04320818, "iteration": 10479, "loss_fcos_cls": 0.3599354289472103, "loss_fcos_ctr": 0.6288502532988787, "loss_fcos_loc": 0.2612046771682799, "loss_mask": 0.3344230633229017, "loss_maskiou": 0.009158579836366698, "loss_sem_seg": 0.42924117809161544, "lr": 0.01, "mask_rcnn/accuracy": 0.8472095438755773, "mask_rcnn/false_negative": 0.13477141669633244, "mask_rcnn/false_positive": 0.18039397335293886, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.0, "time": 0.7554407324641943, "total_loss": 2.021786142155179} {"data_time": 0.00908690970391035, "eta_seconds": 192277.4482986508, "iteration": 10499, "loss_fcos_cls": 0.37692184234037995, "loss_fcos_ctr": 0.6331754606217146, "loss_fcos_loc": 0.2619809616589919, "loss_mask": 0.3275354718789458, "loss_maskiou": 0.008748536638449878, "loss_sem_seg": 0.4220512812025845, "lr": 0.01, "mask_rcnn/accuracy": 0.8621808312366043, "mask_rcnn/false_negative": 0.10847480838369675, "mask_rcnn/false_positive": 0.1820605942511127, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.7546477364376187, "total_loss": 2.0510018145141657} {"data_time": 0.009340319782495499, "eta_seconds": 192443.88554405794, "iteration": 10519, "loss_fcos_cls": 0.382286807987839, "loss_fcos_ctr": 0.6292744218371809, "loss_fcos_loc": 0.2520302180200815, "loss_mask": 0.3243670780211687, "loss_maskiou": 0.009120582559262402, "loss_sem_seg": 0.47879449371248484, "lr": 0.01, "mask_rcnn/accuracy": 0.8390048830251831, "mask_rcnn/false_negative": 0.10669708243941298, "mask_rcnn/false_positive": 0.2271262214008756, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 42.25, "time": 0.7423381665721536, "total_loss": 2.0641965476970654} {"data_time": 0.010808302089571953, "eta_seconds": 192259.52531084418, "iteration": 10539, "loss_fcos_cls": 0.3768980479799211, "loss_fcos_ctr": 0.6286547547206283, "loss_fcos_loc": 0.25432381813880056, "loss_mask": 0.3282436402514577, "loss_maskiou": 0.00836941905436106, "loss_sem_seg": 0.40111813973635435, "lr": 0.01, "mask_rcnn/accuracy": 0.8482551020408163, "mask_rcnn/false_negative": 0.09715560693602175, "mask_rcnn/false_positive": 0.20664916787690768, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.0, "time": 0.7200861750170588, "total_loss": 2.038352996460162} {"data_time": 0.0104275057092309, "eta_seconds": 192246.2918920871, "iteration": 10559, "loss_fcos_cls": 0.37571965204551816, "loss_fcos_ctr": 0.6285439198836684, "loss_fcos_loc": 0.2502314820885658, "loss_mask": 0.3070079116150737, "loss_maskiou": 0.008574220759328455, "loss_sem_seg": 0.4308514632284641, "lr": 0.01, "mask_rcnn/accuracy": 0.8556997032597786, "mask_rcnn/false_negative": 0.0995304563533559, "mask_rcnn/false_positive": 0.17016119644679806, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.75, "time": 0.749070743098855, "total_loss": 2.0252345916087506} {"data_time": 0.009255421347916126, "eta_seconds": 192547.69317817315, "iteration": 10579, "loss_fcos_cls": 0.37471453403122723, "loss_fcos_ctr": 0.6297064372338355, "loss_fcos_loc": 0.2458942048251629, "loss_mask": 0.3241725964471698, "loss_maskiou": 0.009117087538470514, "loss_sem_seg": 0.4308224879205227, "lr": 0.01, "mask_rcnn/accuracy": 0.858307424532313, "mask_rcnn/false_negative": 0.10857686621162918, "mask_rcnn/false_positive": 0.17511904084980434, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.25, "time": 0.7458364004269242, "total_loss": 1.9819628615005058} {"data_time": 0.010630890727043152, "eta_seconds": 192525.75362033676, "iteration": 10599, "loss_fcos_cls": 0.3717707572504878, "loss_fcos_ctr": 0.629989174194634, "loss_fcos_loc": 0.26419186079874635, "loss_mask": 0.32690168265253305, "loss_maskiou": 0.008523782627889886, "loss_sem_seg": 0.3820385402068496, "lr": 0.01, "mask_rcnn/accuracy": 0.8701627646213624, "mask_rcnn/false_negative": 0.10756924589926592, "mask_rcnn/false_positive": 0.17891152627975052, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 39.75, "time": 0.7429281445220113, "total_loss": 1.9901624338235706} {"data_time": 0.010112990625202656, "eta_seconds": 192201.8317739349, "iteration": 10619, "loss_fcos_cls": 0.3668170019518584, "loss_fcos_ctr": 0.6322943065315485, "loss_fcos_loc": 0.26685237511992455, "loss_mask": 0.32542676851153374, "loss_maskiou": 0.008677870529936627, "loss_sem_seg": 0.40976164978928864, "lr": 0.01, "mask_rcnn/accuracy": 0.8454600590236094, "mask_rcnn/false_negative": 0.11093517779915513, "mask_rcnn/false_positive": 0.2289604689151909, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.75, "time": 0.7311578588560224, "total_loss": 2.015744220552733} {"data_time": 0.009672572836279869, "eta_seconds": 192173.71520027425, "iteration": 10639, "loss_fcos_cls": 0.37480632634833455, "loss_fcos_ctr": 0.6304201083257794, "loss_fcos_loc": 0.2577257340308279, "loss_mask": 0.31443183217197657, "loss_maskiou": 0.00844870186119806, "loss_sem_seg": 0.34041443280875683, "lr": 0.01, "mask_rcnn/accuracy": 0.8594559847748623, "mask_rcnn/false_negative": 0.09127852769646402, "mask_rcnn/false_positive": 0.16112133370781506, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7309550102800131, "total_loss": 1.983265904516884} {"data_time": 0.00948017556220293, "eta_seconds": 192158.89618622046, "iteration": 10659, "loss_fcos_cls": 0.37257832824252546, "loss_fcos_ctr": 0.6326434193179011, "loss_fcos_loc": 0.26854282687418163, "loss_mask": 0.32910645846277475, "loss_maskiou": 0.008637985971290618, "loss_sem_seg": 0.42253183852881193, "lr": 0.01, "mask_rcnn/accuracy": 0.849853753871611, "mask_rcnn/false_negative": 0.13938807084864435, "mask_rcnn/false_positive": 0.16201481940464818, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.5, "time": 0.7340994570404291, "total_loss": 2.0507371825078735} {"data_time": 0.009956489317119122, "eta_seconds": 192136.85863490216, "iteration": 10679, "loss_fcos_cls": 0.35268790228292346, "loss_fcos_ctr": 0.6297308690845966, "loss_fcos_loc": 0.257418769877404, "loss_mask": 0.30947487242519855, "loss_maskiou": 0.008095213808701374, "loss_sem_seg": 0.4079705588519573, "lr": 0.01, "mask_rcnn/accuracy": 0.8653736250993904, "mask_rcnn/false_negative": 0.10277174915726642, "mask_rcnn/false_positive": 0.17115586449035863, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.75, "time": 0.7435406697914004, "total_loss": 1.9726942256238544} {"data_time": 0.00993637926876545, "eta_seconds": 191986.4622137081, "iteration": 10699, "loss_fcos_cls": 0.36808702256530523, "loss_fcos_ctr": 0.630488476715982, "loss_fcos_loc": 0.2599426539381966, "loss_mask": 0.3373398147523403, "loss_maskiou": 0.00848835674696602, "loss_sem_seg": 0.4161188453435898, "lr": 0.01, "mask_rcnn/accuracy": 0.8658040802527908, "mask_rcnn/false_negative": 0.13824168346547033, "mask_rcnn/false_positive": 0.1604883342811028, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.0, "time": 0.7336820922791958, "total_loss": 1.9999665985815227} {"data_time": 0.010663059540092945, "eta_seconds": 191990.52735788003, "iteration": 10719, "loss_fcos_cls": 0.36794767808169127, "loss_fcos_ctr": 0.6288762940093875, "loss_fcos_loc": 0.2535449879942462, "loss_mask": 0.3166965851560235, "loss_maskiou": 0.007980141963344067, "loss_sem_seg": 0.4274426409974694, "lr": 0.01, "mask_rcnn/accuracy": 0.8718875370661084, "mask_rcnn/false_negative": 0.10741864329770648, "mask_rcnn/false_positive": 0.15725749559920904, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.0, "time": 0.7376057989895344, "total_loss": 2.0012517858704086} {"data_time": 0.009809812530875206, "eta_seconds": 191975.71790193394, "iteration": 10739, "loss_fcos_cls": 0.37798481434583664, "loss_fcos_ctr": 0.6290312791243196, "loss_fcos_loc": 0.25521857338026166, "loss_mask": 0.31926335114985704, "loss_maskiou": 0.008473809866700321, "loss_sem_seg": 0.42510253097862005, "lr": 0.01, "mask_rcnn/accuracy": 0.8603013174966956, "mask_rcnn/false_negative": 0.10484685899220764, "mask_rcnn/false_positive": 0.1879501336023075, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.0, "time": 0.7534336363896728, "total_loss": 2.0257981985341758} {"data_time": 0.009572423994541168, "eta_seconds": 191885.10809404496, "iteration": 10759, "loss_fcos_cls": 0.38159802509471774, "loss_fcos_ctr": 0.6296781012788415, "loss_fcos_loc": 0.25097946682944894, "loss_mask": 0.3164116023108363, "loss_maskiou": 0.008235311674070545, "loss_sem_seg": 0.41002403665333986, "lr": 0.01, "mask_rcnn/accuracy": 0.8527946491727079, "mask_rcnn/false_negative": 0.107557336797247, "mask_rcnn/false_positive": 0.1817482345232892, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.0, "time": 0.7228606473654509, "total_loss": 2.0170983588468516} {"data_time": 0.009718037210404873, "eta_seconds": 191970.9607365299, "iteration": 10779, "loss_fcos_cls": 0.3625516523607075, "loss_fcos_ctr": 0.632547665387392, "loss_fcos_loc": 0.26935978047549725, "loss_mask": 0.32218963373452425, "loss_maskiou": 0.008358049599337392, "loss_sem_seg": 0.39056941494345665, "lr": 0.01, "mask_rcnn/accuracy": 0.8514472099815537, "mask_rcnn/false_negative": 0.12210347522104488, "mask_rcnn/false_positive": 0.1884346145896953, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.75, "time": 0.7454870780929923, "total_loss": 1.9937312320544152} {"data_time": 0.00930329505354166, "eta_seconds": 191989.89704641886, "iteration": 10799, "loss_fcos_cls": 0.36161982314661145, "loss_fcos_ctr": 0.6304495688527822, "loss_fcos_loc": 0.2523464038968086, "loss_mask": 0.31389176566153765, "loss_maskiou": 0.008368895170860924, "loss_sem_seg": 0.43880114518105984, "lr": 0.01, "mask_rcnn/accuracy": 0.8902862964592845, "mask_rcnn/false_negative": 0.09816505087638991, "mask_rcnn/false_positive": 0.1530903588525176, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.0, "time": 0.7494883248582482, "total_loss": 2.0154842553893104} {"data_time": 0.009825457818806171, "eta_seconds": 191897.61421286874, "iteration": 10819, "loss_fcos_cls": 0.3671289184130728, "loss_fcos_ctr": 0.6300688618794084, "loss_fcos_loc": 0.2533258581534028, "loss_mask": 0.30724160745739937, "loss_maskiou": 0.007665932804229669, "loss_sem_seg": 0.43207802064716816, "lr": 0.01, "mask_rcnn/accuracy": 0.8503666063199473, "mask_rcnn/false_negative": 0.10269648597455158, "mask_rcnn/false_positive": 0.18012949123128094, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.5, "time": 0.7354877842590213, "total_loss": 2.007659944531042} {"data_time": 0.009611410088837147, "eta_seconds": 191751.7509666765, "iteration": 10839, "loss_fcos_cls": 0.37123985192738473, "loss_fcos_ctr": 0.6306366650387645, "loss_fcos_loc": 0.25735706626437604, "loss_mask": 0.30214735493063927, "loss_maskiou": 0.00856433623994235, "loss_sem_seg": 0.41612977255135775, "lr": 0.01, "mask_rcnn/accuracy": 0.8859508640505945, "mask_rcnn/false_negative": 0.09503368780896113, "mask_rcnn/false_positive": 0.14438707596046563, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7314604762941599, "total_loss": 1.9892818774387706} {"data_time": 0.010768743231892586, "eta_seconds": 191632.14299141988, "iteration": 10859, "loss_fcos_cls": 0.3618671332951635, "loss_fcos_ctr": 0.6292026489973068, "loss_fcos_loc": 0.2519993418827653, "loss_mask": 0.3099213419482112, "loss_maskiou": 0.008471761830151081, "loss_sem_seg": 0.4161003101617098, "lr": 0.01, "mask_rcnn/accuracy": 0.8846772135875091, "mask_rcnn/false_negative": 0.09793776627410278, "mask_rcnn/false_positive": 0.14937482374285643, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7519180392846465, "total_loss": 1.992393521257327} {"data_time": 0.009492813609540462, "eta_seconds": 191536.5181688154, "iteration": 10879, "loss_fcos_cls": 0.3585459082387388, "loss_fcos_ctr": 0.6302996147423983, "loss_fcos_loc": 0.25008737086318433, "loss_mask": 0.3190809031948447, "loss_maskiou": 0.007537005600170232, "loss_sem_seg": 0.3826262718066573, "lr": 0.01, "mask_rcnn/accuracy": 0.8567209655777897, "mask_rcnn/false_negative": 0.12613815683991123, "mask_rcnn/false_positive": 0.19418055195414946, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.25, "time": 0.7316977083683014, "total_loss": 1.9618348425938166} {"data_time": 0.00928838923573494, "eta_seconds": 191421.81050855387, "iteration": 10899, "loss_fcos_cls": 0.35507138236425817, "loss_fcos_ctr": 0.6316348547115922, "loss_fcos_loc": 0.261055510956794, "loss_mask": 0.32659368962049484, "loss_maskiou": 0.008037069463171065, "loss_sem_seg": 0.39392626006156206, "lr": 0.01, "mask_rcnn/accuracy": 0.8528263686426951, "mask_rcnn/false_negative": 0.1144062011266524, "mask_rcnn/false_positive": 0.16375612906581902, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7260945811867714, "total_loss": 1.9794440120567742} {"data_time": 0.009734141640365124, "eta_seconds": 191390.21037631668, "iteration": 10919, "loss_fcos_cls": 0.3702480127103627, "loss_fcos_ctr": 0.6304702740162611, "loss_fcos_loc": 0.2525178830837831, "loss_mask": 0.31747272703796625, "loss_maskiou": 0.008730858622584492, "loss_sem_seg": 0.4000399298965931, "lr": 0.01, "mask_rcnn/accuracy": 0.8679990276590932, "mask_rcnn/false_negative": 0.09408665038822847, "mask_rcnn/false_positive": 0.18972314894585862, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 44.5, "time": 0.7386153768748045, "total_loss": 2.017319918173598} {"data_time": 0.009388902224600315, "eta_seconds": 191437.8261557985, "iteration": 10939, "loss_fcos_cls": 0.3700683447532356, "loss_fcos_ctr": 0.6294880313798785, "loss_fcos_loc": 0.25621615001000464, "loss_mask": 0.31300052534788847, "loss_maskiou": 0.007903623685706407, "loss_sem_seg": 0.370758299715817, "lr": 0.01, "mask_rcnn/accuracy": 0.8717856828175349, "mask_rcnn/false_negative": 0.104116491078099, "mask_rcnn/false_positive": 0.17872022917502312, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7375285439193249, "total_loss": 2.0023473988403566} {"data_time": 0.00996311940252781, "eta_seconds": 191353.86018453073, "iteration": 10959, "loss_fcos_cls": 0.3586854627355933, "loss_fcos_ctr": 0.6302584428340197, "loss_fcos_loc": 0.25371168134734035, "loss_mask": 0.31241898611187935, "loss_maskiou": 0.007958765199873596, "loss_sem_seg": 0.37399397464469075, "lr": 0.01, "mask_rcnn/accuracy": 0.8602803190241615, "mask_rcnn/false_negative": 0.10377078766879064, "mask_rcnn/false_positive": 0.19120661830202834, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.5, "time": 0.7275750292465091, "total_loss": 1.9428617759804183} {"data_time": 0.008971460163593292, "eta_seconds": 191339.08616341557, "iteration": 10979, "loss_fcos_cls": 0.3422072473913431, "loss_fcos_ctr": 0.6301381345838308, "loss_fcos_loc": 0.25231034657917917, "loss_mask": 0.32367212139070034, "loss_maskiou": 0.008533716245437972, "loss_sem_seg": 0.390632841270417, "lr": 0.01, "mask_rcnn/accuracy": 0.8657203018822208, "mask_rcnn/false_negative": 0.12491643269127331, "mask_rcnn/false_positive": 0.16646428293693405, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.75, "time": 0.7423297315835953, "total_loss": 1.9481183173775207} {"data_time": 0.00912607554346323, "eta_seconds": 191458.95702337567, "iteration": 10999, "loss_fcos_cls": 0.39214514335617423, "loss_fcos_ctr": 0.6317336475476623, "loss_fcos_loc": 0.25459210970439017, "loss_mask": 0.2981755491346121, "loss_maskiou": 0.007824233158316929, "loss_sem_seg": 0.40425344090908766, "lr": 0.01, "mask_rcnn/accuracy": 0.8740664421828016, "mask_rcnn/false_negative": 0.09084480561398278, "mask_rcnn/false_positive": 0.19560759366826697, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.5, "time": 0.7611522050574422, "total_loss": 1.9947575355763547} {"data_time": 0.009789329953491688, "eta_seconds": 191336.97982424218, "iteration": 11019, "loss_fcos_cls": 0.3745606429874897, "loss_fcos_ctr": 0.6296364860609174, "loss_fcos_loc": 0.2559456927701831, "loss_mask": 0.313861177302897, "loss_maskiou": 0.007797502432367764, "loss_sem_seg": 0.41199723817408085, "lr": 0.01, "mask_rcnn/accuracy": 0.8421413925101813, "mask_rcnn/false_negative": 0.1206207609545511, "mask_rcnn/false_positive": 0.19570399118096232, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.25, "time": 0.7167078498750925, "total_loss": 1.9939684922865126} {"data_time": 0.00904055219143629, "eta_seconds": 191301.563099036, "iteration": 11039, "loss_fcos_cls": 0.35471413657069206, "loss_fcos_ctr": 0.6304034809581935, "loss_fcos_loc": 0.25873487535864115, "loss_mask": 0.3251962764188647, "loss_maskiou": 0.00796245047240518, "loss_sem_seg": 0.44361839443445206, "lr": 0.01, "mask_rcnn/accuracy": 0.8414628395372233, "mask_rcnn/false_negative": 0.10816311703564693, "mask_rcnn/false_positive": 0.1585536480011407, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 40.0, "time": 0.732258090749383, "total_loss": 2.010714920441387} {"data_time": 0.009744076058268547, "eta_seconds": 191261.72383779194, "iteration": 11059, "loss_fcos_cls": 0.3511016508564353, "loss_fcos_ctr": 0.6350157475098968, "loss_fcos_loc": 0.2674287413829006, "loss_mask": 0.3111827438697219, "loss_maskiou": 0.00883176876232028, "loss_sem_seg": 0.4440909707918763, "lr": 0.01, "mask_rcnn/accuracy": 0.8592508644547703, "mask_rcnn/false_negative": 0.11539009633212646, "mask_rcnn/false_positive": 0.17174519244013875, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.25, "time": 0.749990114942193, "total_loss": 2.0104155647277366} {"data_time": 0.008886371739208698, "eta_seconds": 191350.08009637613, "iteration": 11079, "loss_fcos_cls": 0.3592936731874943, "loss_fcos_ctr": 0.6290080044418573, "loss_fcos_loc": 0.24799817614257336, "loss_mask": 0.31346830260008574, "loss_maskiou": 0.00807494024047628, "loss_sem_seg": 0.3972328589297831, "lr": 0.01, "mask_rcnn/accuracy": 0.8610175863543631, "mask_rcnn/false_negative": 0.0884756798359294, "mask_rcnn/false_positive": 0.1783248511840552, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.25, "time": 0.7450976250693202, "total_loss": 1.9703433211834636} {"data_time": 0.009684624150395393, "eta_seconds": 191385.03493156005, "iteration": 11099, "loss_fcos_cls": 0.3789503248408437, "loss_fcos_ctr": 0.628411402925849, "loss_fcos_loc": 0.25551027641631663, "loss_mask": 0.3165540611371398, "loss_maskiou": 0.00808060189592652, "loss_sem_seg": 0.3855947582051158, "lr": 0.01, "mask_rcnn/accuracy": 0.8564478676085818, "mask_rcnn/false_negative": 0.11954851543898626, "mask_rcnn/false_positive": 0.17107508443348957, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7428637547418475, "total_loss": 2.0179951905447524} {"data_time": 0.010131829418241978, "eta_seconds": 191342.81892396603, "iteration": 11119, "loss_fcos_cls": 0.3730147439055145, "loss_fcos_ctr": 0.6301336167380214, "loss_fcos_loc": 0.2607792899943888, "loss_mask": 0.3273596279323101, "loss_maskiou": 0.008119790953060146, "loss_sem_seg": 0.43700689915567636, "lr": 0.01, "mask_rcnn/accuracy": 0.8706393068591073, "mask_rcnn/false_negative": 0.10427003869665766, "mask_rcnn/false_positive": 0.15065143433609413, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.25, "time": 0.7282289126887918, "total_loss": 2.038850732235005} {"data_time": 0.009289136156439781, "eta_seconds": 191305.73836740945, "iteration": 11139, "loss_fcos_cls": 0.3710739924572408, "loss_fcos_ctr": 0.6290298388339579, "loss_fcos_loc": 0.2605797634460032, "loss_mask": 0.3131288653239608, "loss_maskiou": 0.008412026392761618, "loss_sem_seg": 0.40223820228129625, "lr": 0.01, "mask_rcnn/accuracy": 0.8374244290192565, "mask_rcnn/false_negative": 0.11663723995722461, "mask_rcnn/false_positive": 0.21226417828045036, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.5, "time": 0.7444026339799166, "total_loss": 2.0211941447014397} {"data_time": 0.009442698210477829, "eta_seconds": 191484.08249035664, "iteration": 11159, "loss_fcos_cls": 0.3370047425851226, "loss_fcos_ctr": 0.6289386246353388, "loss_fcos_loc": 0.24967816146090627, "loss_mask": 0.32272833958268166, "loss_maskiou": 0.008266634933534078, "loss_sem_seg": 0.4546248880214989, "lr": 0.01, "mask_rcnn/accuracy": 0.8826223537236709, "mask_rcnn/false_negative": 0.08879227644699231, "mask_rcnn/false_positive": 0.14739341393025673, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.75, "time": 0.7512106951326132, "total_loss": 2.0343460802105255} {"data_time": 0.010043689049780369, "eta_seconds": 191298.4720266061, "iteration": 11179, "loss_fcos_cls": 0.3838286683894694, "loss_fcos_ctr": 0.632991498336196, "loss_fcos_loc": 0.2574406391941011, "loss_mask": 0.3162218723446131, "loss_maskiou": 0.00848486993345432, "loss_sem_seg": 0.41846956542576663, "lr": 0.01, "mask_rcnn/accuracy": 0.8625739629414115, "mask_rcnn/false_negative": 0.11148707243216889, "mask_rcnn/false_positive": 0.1669564966585198, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.5, "time": 0.7379275700077415, "total_loss": 1.9996036434022244} {"data_time": 0.010677085258066654, "eta_seconds": 191203.99456135277, "iteration": 11199, "loss_fcos_cls": 0.3582359596621245, "loss_fcos_ctr": 0.6297191600315273, "loss_fcos_loc": 0.2524760935921222, "loss_mask": 0.31631048396229744, "loss_maskiou": 0.008299675333546475, "loss_sem_seg": 0.4415957657620311, "lr": 0.01, "mask_rcnn/accuracy": 0.8653225494743352, "mask_rcnn/false_negative": 0.09154630089842025, "mask_rcnn/false_positive": 0.17099759254250013, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7594635160639882, "total_loss": 1.9645349131023977} {"data_time": 0.009252198040485382, "eta_seconds": 191246.61606212053, "iteration": 11219, "loss_fcos_cls": 0.3708401429466903, "loss_fcos_ctr": 0.6304944772273302, "loss_fcos_loc": 0.26033494994044304, "loss_mask": 0.317931717261672, "loss_maskiou": 0.008869302313541993, "loss_sem_seg": 0.43387057818472385, "lr": 0.01, "mask_rcnn/accuracy": 0.8552620593692022, "mask_rcnn/false_negative": 0.11775824764333426, "mask_rcnn/false_positive": 0.17426506463205374, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.7472038343548775, "total_loss": 2.0344063454977004} {"data_time": 0.009716968052089214, "eta_seconds": 191417.88021746185, "iteration": 11239, "loss_fcos_cls": 0.3663275660946965, "loss_fcos_ctr": 0.6306719416752458, "loss_fcos_loc": 0.25714893313124776, "loss_mask": 0.3255014009773731, "loss_maskiou": 0.008076714613707736, "loss_sem_seg": 0.4428501194342971, "lr": 0.01, "mask_rcnn/accuracy": 0.8637326895043731, "mask_rcnn/false_negative": 0.11849186576239303, "mask_rcnn/false_positive": 0.14829889550994008, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.0, "time": 0.7556185498833656, "total_loss": 2.0438603435759433} {"data_time": 0.009529069997370243, "eta_seconds": 191336.3470455967, "iteration": 11259, "loss_fcos_cls": 0.3736036103218794, "loss_fcos_ctr": 0.6299530556425452, "loss_fcos_loc": 0.25401235348545015, "loss_mask": 0.3185894973576069, "loss_maskiou": 0.008358885315828957, "loss_sem_seg": 0.41722186654806137, "lr": 0.01, "mask_rcnn/accuracy": 0.8545320906140235, "mask_rcnn/false_negative": 0.10211523955985553, "mask_rcnn/false_positive": 0.1637657606708301, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.756108165718615, "total_loss": 2.0105574389745016} {"data_time": 0.010001040063798428, "eta_seconds": 191388.29030550178, "iteration": 11279, "loss_fcos_cls": 0.3755773298908025, "loss_fcos_ctr": 0.6285479217767715, "loss_fcos_loc": 0.2497576978057623, "loss_mask": 0.31512544490396976, "loss_maskiou": 0.007841091981390491, "loss_sem_seg": 0.4219305282458663, "lr": 0.01, "mask_rcnn/accuracy": 0.877052067502533, "mask_rcnn/false_negative": 0.11138635999345523, "mask_rcnn/false_positive": 0.14060245746170114, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.75, "time": 0.7541162865236402, "total_loss": 1.9802032892475836} {"data_time": 0.010303513146936893, "eta_seconds": 191425.21811437514, "iteration": 11299, "loss_fcos_cls": 0.3669694485142827, "loss_fcos_ctr": 0.6306450190022588, "loss_fcos_loc": 0.2551174573600292, "loss_mask": 0.30029365979135036, "loss_maskiou": 0.007713216284173541, "loss_sem_seg": 0.3922083592042327, "lr": 0.01, "mask_rcnn/accuracy": 0.868944597069597, "mask_rcnn/false_negative": 0.10508129626579817, "mask_rcnn/false_positive": 0.11881256465609874, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.755641857162118, "total_loss": 1.991428031877149} {"data_time": 0.010172504931688309, "eta_seconds": 191445.43357104622, "iteration": 11319, "loss_fcos_cls": 0.35407867503818125, "loss_fcos_ctr": 0.6300053438171744, "loss_fcos_loc": 0.2473708214238286, "loss_mask": 0.31314741540700197, "loss_maskiou": 0.008331525445100851, "loss_sem_seg": 0.40629112999886274, "lr": 0.01, "mask_rcnn/accuracy": 0.8563999633096115, "mask_rcnn/false_negative": 0.10719573305796179, "mask_rcnn/false_positive": 0.15221915053387375, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.25, "time": 0.7421057503670454, "total_loss": 1.9657240900560282} {"data_time": 0.010765896178781986, "eta_seconds": 191357.7218342619, "iteration": 11339, "loss_fcos_cls": 0.36498995777219534, "loss_fcos_ctr": 0.6334926141425967, "loss_fcos_loc": 0.27155022812075913, "loss_mask": 0.3295894907787442, "loss_maskiou": 0.009102879499550909, "loss_sem_seg": 0.4134721765294671, "lr": 0.01, "mask_rcnn/accuracy": 0.8667583830907524, "mask_rcnn/false_negative": 0.11672887427496623, "mask_rcnn/false_positive": 0.18594321439388284, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.0, "time": 0.7296346118673682, "total_loss": 2.013230960787041} {"data_time": 0.009755223989486694, "eta_seconds": 191252.75160978455, "iteration": 11359, "loss_fcos_cls": 0.3664497104473412, "loss_fcos_ctr": 0.6340429396368563, "loss_fcos_loc": 0.26428500283509493, "loss_mask": 0.31731468345969915, "loss_maskiou": 0.008375766818062402, "loss_sem_seg": 0.41717059537768364, "lr": 0.01, "mask_rcnn/accuracy": 0.849835443436634, "mask_rcnn/false_negative": 0.10230695870764459, "mask_rcnn/false_positive": 0.1895660597952339, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 41.25, "time": 0.7115034470334649, "total_loss": 1.9999314147426048} {"data_time": 0.009747875854372978, "eta_seconds": 191314.31552560162, "iteration": 11379, "loss_fcos_cls": 0.3746836865320802, "loss_fcos_ctr": 0.629610538482666, "loss_fcos_loc": 0.2542080993298441, "loss_mask": 0.3170145731419325, "loss_maskiou": 0.008556038519600406, "loss_sem_seg": 0.46075461711734533, "lr": 0.01, "mask_rcnn/accuracy": 0.8507448652537939, "mask_rcnn/false_negative": 0.12769303786846375, "mask_rcnn/false_positive": 0.19376705877307415, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.5, "time": 0.7413877006620169, "total_loss": 2.045411208731821} {"data_time": 0.009256619028747082, "eta_seconds": 191355.35328180995, "iteration": 11399, "loss_fcos_cls": 0.37317565362900496, "loss_fcos_ctr": 0.627782859839499, "loss_fcos_loc": 0.2532091266475618, "loss_mask": 0.3071264084428549, "loss_maskiou": 0.007661954834475182, "loss_sem_seg": 0.44136700313538313, "lr": 0.01, "mask_rcnn/accuracy": 0.8590746081041112, "mask_rcnn/false_negative": 0.09761880316896941, "mask_rcnn/false_positive": 0.2030880223046797, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.75, "time": 0.7475821916013956, "total_loss": 1.991776428752928} {"data_time": 0.010308337397873402, "eta_seconds": 191340.55400777142, "iteration": 11419, "loss_fcos_cls": 0.37763617653399706, "loss_fcos_ctr": 0.6315774107351899, "loss_fcos_loc": 0.25862801587209105, "loss_mask": 0.3180157532915473, "loss_maskiou": 0.00769655205658637, "loss_sem_seg": 0.366357849445194, "lr": 0.01, "mask_rcnn/accuracy": 0.8618748533896318, "mask_rcnn/false_negative": 0.11452293449380017, "mask_rcnn/false_positive": 0.17762592913681116, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7330333609133959, "total_loss": 1.974542915908387} {"data_time": 0.00947184581309557, "eta_seconds": 191269.93065766152, "iteration": 11439, "loss_fcos_cls": 0.3687097472138703, "loss_fcos_ctr": 0.6290661673992872, "loss_fcos_loc": 0.2495103501714766, "loss_mask": 0.3166392622515559, "loss_maskiou": 0.008067698538070545, "loss_sem_seg": 0.4014880219474435, "lr": 0.01, "mask_rcnn/accuracy": 0.854543377628434, "mask_rcnn/false_negative": 0.1048966979478852, "mask_rcnn/false_positive": 0.19256043632370803, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.0, "time": 0.7242236249148846, "total_loss": 1.9618736709817313} {"data_time": 0.009510104544460773, "eta_seconds": 191384.85071210936, "iteration": 11459, "loss_fcos_cls": 0.3774815807119012, "loss_fcos_ctr": 0.627886108122766, "loss_fcos_loc": 0.2494652906898409, "loss_mask": 0.3403308754786849, "loss_maskiou": 0.00831761525478214, "loss_sem_seg": 0.40402387524954975, "lr": 0.01, "mask_rcnn/accuracy": 0.8634508368165175, "mask_rcnn/false_negative": 0.11075458237579731, "mask_rcnn/false_positive": 0.15996099236111383, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.25, "time": 0.7497072396799922, "total_loss": 2.0071795196272433} {"data_time": 0.009947930462658405, "eta_seconds": 191332.1466759015, "iteration": 11479, "loss_fcos_cls": 0.3736343667842448, "loss_fcos_ctr": 0.6294041061773896, "loss_fcos_loc": 0.2577942891512066, "loss_mask": 0.323497892357409, "loss_maskiou": 0.00826675002463162, "loss_sem_seg": 0.4106208900921047, "lr": 0.01, "mask_rcnn/accuracy": 0.8601523878184814, "mask_rcnn/false_negative": 0.09926722610324748, "mask_rcnn/false_positive": 0.16251770388800224, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7523901388049126, "total_loss": 1.9847571084974334} {"data_time": 0.010117726400494576, "eta_seconds": 190958.7789118057, "iteration": 11499, "loss_fcos_cls": 0.3569453093223274, "loss_fcos_ctr": 0.6310518095269799, "loss_fcos_loc": 0.25413695024326444, "loss_mask": 0.32516197115182877, "loss_maskiou": 0.008408285066252574, "loss_sem_seg": 0.3911228165961802, "lr": 0.01, "mask_rcnn/accuracy": 0.8423877203942802, "mask_rcnn/false_negative": 0.11166220831664221, "mask_rcnn/false_positive": 0.16931757919747098, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7222672505304217, "total_loss": 1.9827337512833765} {"data_time": 0.009271758608520031, "eta_seconds": 191114.58337383997, "iteration": 11519, "loss_fcos_cls": 0.3531409162096679, "loss_fcos_ctr": 0.6319911545142531, "loss_fcos_loc": 0.261407284764573, "loss_mask": 0.31263219378888607, "loss_maskiou": 0.007358848153671715, "loss_sem_seg": 0.42774037295021117, "lr": 0.01, "mask_rcnn/accuracy": 0.8462333064319986, "mask_rcnn/false_negative": 0.11232900834757757, "mask_rcnn/false_positive": 0.19685881028587376, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7621854739263654, "total_loss": 2.0162601609627018} {"data_time": 0.009273305535316467, "eta_seconds": 191251.75836354028, "iteration": 11539, "loss_fcos_cls": 0.360825928626582, "loss_fcos_ctr": 0.6285363826900721, "loss_fcos_loc": 0.25915966113097966, "loss_mask": 0.3271098602563143, "loss_maskiou": 0.008821783878374845, "loss_sem_seg": 0.38727666018530726, "lr": 0.01, "mask_rcnn/accuracy": 0.8368892604460119, "mask_rcnn/false_negative": 0.13250169001227863, "mask_rcnn/false_positive": 0.18177239158898367, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.5, "time": 0.7469608718529344, "total_loss": 2.002935685639386} {"data_time": 0.009390272200107574, "eta_seconds": 191194.96556716505, "iteration": 11559, "loss_fcos_cls": 0.3563727745786309, "loss_fcos_ctr": 0.6268552877008915, "loss_fcos_loc": 0.25065333396196365, "loss_mask": 0.3181796199642122, "loss_maskiou": 0.008279212401248515, "loss_sem_seg": 0.41180623415857553, "lr": 0.01, "mask_rcnn/accuracy": 0.8790464461646728, "mask_rcnn/false_negative": 0.11392365619526437, "mask_rcnn/false_positive": 0.1526479940784076, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7456497484818101, "total_loss": 1.953232895291876} {"data_time": 0.009862423874437809, "eta_seconds": 191126.3706342969, "iteration": 11579, "loss_fcos_cls": 0.3718904184643179, "loss_fcos_ctr": 0.6260465253144503, "loss_fcos_loc": 0.2519752262160182, "loss_mask": 0.31001150514930487, "loss_maskiou": 0.00761062181845773, "loss_sem_seg": 0.3807306007947773, "lr": 0.01, "mask_rcnn/accuracy": 0.8524404326948171, "mask_rcnn/false_negative": 0.10185548325296048, "mask_rcnn/false_positive": 0.18377074759560513, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.75, "time": 0.7406810754910111, "total_loss": 1.9664707374759018} {"data_time": 0.00972273014485836, "eta_seconds": 191107.96606555395, "iteration": 11599, "loss_fcos_cls": 0.3609340807888657, "loss_fcos_ctr": 0.6300695203244686, "loss_fcos_loc": 0.2481928961351514, "loss_mask": 0.3148986529558897, "loss_maskiou": 0.007657194626517594, "loss_sem_seg": 0.4018487143330276, "lr": 0.01, "mask_rcnn/accuracy": 0.8564000430926723, "mask_rcnn/false_negative": 0.10003578592174756, "mask_rcnn/false_positive": 0.21402996013393796, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.25, "time": 0.7392761697992682, "total_loss": 2.004116524607525} {"data_time": 0.009367244318127632, "eta_seconds": 191150.57749432046, "iteration": 11619, "loss_fcos_cls": 0.3750983402132988, "loss_fcos_ctr": 0.6329061989672482, "loss_fcos_loc": 0.26852887554559857, "loss_mask": 0.3150623496621847, "loss_maskiou": 0.008656002610223368, "loss_sem_seg": 0.38080000411719084, "lr": 0.01, "mask_rcnn/accuracy": 0.87045164856833, "mask_rcnn/false_negative": 0.09016240467134526, "mask_rcnn/false_positive": 0.17323971671092783, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7406682912260294, "total_loss": 2.006150147324661} {"data_time": 0.009486757218837738, "eta_seconds": 191113.36266269255, "iteration": 11639, "loss_fcos_cls": 0.3495651399716735, "loss_fcos_ctr": 0.6305860923603177, "loss_fcos_loc": 0.25704041752032936, "loss_mask": 0.31645313184708357, "loss_maskiou": 0.008596309431595728, "loss_sem_seg": 0.4128869674168527, "lr": 0.01, "mask_rcnn/accuracy": 0.8560458067863559, "mask_rcnn/false_negative": 0.11584276418851383, "mask_rcnn/false_positive": 0.17530320978825856, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.5, "time": 0.7262085545808077, "total_loss": 1.9845748256193474} {"data_time": 0.010040848515927792, "eta_seconds": 191075.5447524041, "iteration": 11659, "loss_fcos_cls": 0.3866598941385746, "loss_fcos_ctr": 0.6313872504979372, "loss_fcos_loc": 0.26094554062001407, "loss_mask": 0.3154720882885158, "loss_maskiou": 0.008476648581563495, "loss_sem_seg": 0.4117801617830992, "lr": 0.01, "mask_rcnn/accuracy": 0.8665052837101858, "mask_rcnn/false_negative": 0.1121990972124563, "mask_rcnn/false_positive": 0.1712287171711971, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.7354166964069009, "total_loss": 2.0117317976255435} {"data_time": 0.00948198139667511, "eta_seconds": 191083.77408505697, "iteration": 11679, "loss_fcos_cls": 0.3635497032664716, "loss_fcos_ctr": 0.6307438462972641, "loss_fcos_loc": 0.26375863421708345, "loss_mask": 0.32091870345175266, "loss_maskiou": 0.00823601866432, "loss_sem_seg": 0.39676310773938894, "lr": 0.01, "mask_rcnn/accuracy": 0.8585941928854874, "mask_rcnn/false_negative": 0.11586771754389105, "mask_rcnn/false_positive": 0.16899200674935932, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.25, "time": 0.7518866034224629, "total_loss": 2.0077733340876875} {"data_time": 0.009639821015298367, "eta_seconds": 191191.96833324526, "iteration": 11699, "loss_fcos_cls": 0.3683845205232501, "loss_fcos_ctr": 0.6273589367046952, "loss_fcos_loc": 0.25714160094503313, "loss_mask": 0.3124375380575657, "loss_maskiou": 0.008699100057128817, "loss_sem_seg": 0.4185690120793879, "lr": 0.01, "mask_rcnn/accuracy": 0.8587173150510204, "mask_rcnn/false_negative": 0.11687524470404975, "mask_rcnn/false_positive": 0.16742234549543836, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7452304977923632, "total_loss": 1.9933012700712425} {"data_time": 0.008824211545288563, "eta_seconds": 191221.10401672963, "iteration": 11719, "loss_fcos_cls": 0.3673001932911575, "loss_fcos_ctr": 0.6277910433709621, "loss_fcos_loc": 0.2476996269542724, "loss_mask": 0.32642324920743704, "loss_maskiou": 0.008044730348046869, "loss_sem_seg": 0.44626992754638195, "lr": 0.01, "mask_rcnn/accuracy": 0.8769224780919952, "mask_rcnn/false_negative": 0.08115172642827226, "mask_rcnn/false_positive": 0.14088955423983135, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.75, "time": 0.7615186283364892, "total_loss": 2.0228583347052336} {"data_time": 0.01042428519576788, "eta_seconds": 191283.97797346395, "iteration": 11739, "loss_fcos_cls": 0.3763444721698761, "loss_fcos_ctr": 0.6254038992337883, "loss_fcos_loc": 0.25857097597327083, "loss_mask": 0.3079819409176707, "loss_maskiou": 0.007696196407778189, "loss_sem_seg": 0.4143750905059278, "lr": 0.01, "mask_rcnn/accuracy": 0.8712934451469192, "mask_rcnn/false_negative": 0.11422534078426157, "mask_rcnn/false_positive": 0.15370109945876959, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.0, "time": 0.7481455421075225, "total_loss": 1.9510697464284021} {"data_time": 0.009600669145584106, "eta_seconds": 191497.36927292868, "iteration": 11759, "loss_fcos_cls": 0.3829219061881304, "loss_fcos_ctr": 0.6304230391979218, "loss_fcos_loc": 0.25913595175370574, "loss_mask": 0.3012745548039675, "loss_maskiou": 0.007854987867176533, "loss_sem_seg": 0.42547362111508846, "lr": 0.01, "mask_rcnn/accuracy": 0.8619648611324229, "mask_rcnn/false_negative": 0.09973104558629023, "mask_rcnn/false_positive": 0.18066199917745523, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 41.0, "time": 0.762395023368299, "total_loss": 2.014133679185761} {"data_time": 0.00926683098077774, "eta_seconds": 191482.53836929426, "iteration": 11779, "loss_fcos_cls": 0.3601429327391088, "loss_fcos_ctr": 0.6294622663408518, "loss_fcos_loc": 0.2594604336190969, "loss_mask": 0.3276388319209218, "loss_maskiou": 0.008475592214381322, "loss_sem_seg": 0.39384444057941437, "lr": 0.01, "mask_rcnn/accuracy": 0.8733318998097324, "mask_rcnn/false_negative": 0.09902519645480878, "mask_rcnn/false_positive": 0.12758724950099395, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.7404273021966219, "total_loss": 2.019643973893835} {"data_time": 0.009051346220076084, "eta_seconds": 191418.70168492477, "iteration": 11799, "loss_fcos_cls": 0.37440552981570363, "loss_fcos_ctr": 0.629479480907321, "loss_fcos_loc": 0.25376870689797215, "loss_mask": 0.31191440764814615, "loss_maskiou": 0.007839481579139829, "loss_sem_seg": 0.41360341338440776, "lr": 0.01, "mask_rcnn/accuracy": 0.8413631297589459, "mask_rcnn/false_negative": 0.11188702308213788, "mask_rcnn/false_positive": 0.2006962183842841, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.75, "time": 0.7343233376741409, "total_loss": 2.0142086640407797} {"data_time": 0.009348838590085506, "eta_seconds": 191403.87457723077, "iteration": 11819, "loss_fcos_cls": 0.367757948115468, "loss_fcos_ctr": 0.6318282876163721, "loss_fcos_loc": 0.2501268417108804, "loss_mask": 0.33336557634174824, "loss_maskiou": 0.008761123739532195, "loss_sem_seg": 0.45755785051733255, "lr": 0.01, "mask_rcnn/accuracy": 0.8586946606174115, "mask_rcnn/false_negative": 0.13873592029510326, "mask_rcnn/false_positive": 0.17591534044689178, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.5, "time": 0.7220605779439211, "total_loss": 2.1089125888538547} {"data_time": 0.00942272413522005, "eta_seconds": 191514.3277356662, "iteration": 11839, "loss_fcos_cls": 0.35288220387883484, "loss_fcos_ctr": 0.6311104027554393, "loss_fcos_loc": 0.2598895663395524, "loss_mask": 0.3204839499667287, "loss_maskiou": 0.008623934903880581, "loss_sem_seg": 0.4189247125759721, "lr": 0.01, "mask_rcnn/accuracy": 0.8459213546529722, "mask_rcnn/false_negative": 0.12429684018585557, "mask_rcnn/false_positive": 0.18976439535991452, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 39.5, "time": 0.7681384263560176, "total_loss": 1.9923156610457227} {"data_time": 0.010692832991480827, "eta_seconds": 191519.5192103237, "iteration": 11859, "loss_fcos_cls": 0.35894645005464554, "loss_fcos_ctr": 0.6336534218862653, "loss_fcos_loc": 0.25694221432786435, "loss_mask": 0.31789637077599764, "loss_maskiou": 0.0088164086046163, "loss_sem_seg": 0.411677585914731, "lr": 0.01, "mask_rcnn/accuracy": 0.8702866861030126, "mask_rcnn/false_negative": 0.10446548246245871, "mask_rcnn/false_positive": 0.15330148992337797, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7589932596310973, "total_loss": 2.000062306120526} {"data_time": 0.010200492106378078, "eta_seconds": 191529.39862835966, "iteration": 11879, "loss_fcos_cls": 0.37124533439055085, "loss_fcos_ctr": 0.6304359138011932, "loss_fcos_loc": 0.2583155673928559, "loss_mask": 0.32852187380194664, "loss_maskiou": 0.00838544373982586, "loss_sem_seg": 0.4055516361258924, "lr": 0.01, "mask_rcnn/accuracy": 0.8714565582125106, "mask_rcnn/false_negative": 0.114638312206774, "mask_rcnn/false_positive": 0.16872317811708717, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.0, "time": 0.7444643918424845, "total_loss": 2.005251296068309} {"data_time": 0.009508876129984856, "eta_seconds": 191582.46196319163, "iteration": 11899, "loss_fcos_cls": 0.366648520110175, "loss_fcos_ctr": 0.629384302534163, "loss_fcos_loc": 0.25043867668136954, "loss_mask": 0.31837962102144957, "loss_maskiou": 0.007744922084384598, "loss_sem_seg": 0.38776220846921206, "lr": 0.01, "mask_rcnn/accuracy": 0.8364651664237124, "mask_rcnn/false_negative": 0.11145778928739256, "mask_rcnn/false_positive": 0.21435246709774142, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.75, "time": 0.7390347830951214, "total_loss": 1.9596439519373234} {"data_time": 0.009422361850738525, "eta_seconds": 191499.71806790493, "iteration": 11919, "loss_fcos_cls": 0.3727897643111646, "loss_fcos_ctr": 0.630155224353075, "loss_fcos_loc": 0.25085993600077927, "loss_mask": 0.32772340532392263, "loss_maskiou": 0.008460022218059748, "loss_sem_seg": 0.41522164829075336, "lr": 0.01, "mask_rcnn/accuracy": 0.8705418811757704, "mask_rcnn/false_negative": 0.10563988297369102, "mask_rcnn/false_positive": 0.1970012618282333, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.7282080035656691, "total_loss": 2.0362286677991506} {"data_time": 0.010114523582160473, "eta_seconds": 191557.76173879765, "iteration": 11939, "loss_fcos_cls": 0.36399905011057854, "loss_fcos_ctr": 0.6288550700992346, "loss_fcos_loc": 0.25834816694259644, "loss_mask": 0.31311631854623556, "loss_maskiou": 0.008560402522562072, "loss_sem_seg": 0.4007745636627078, "lr": 0.01, "mask_rcnn/accuracy": 0.8655478437042639, "mask_rcnn/false_negative": 0.09339683666626325, "mask_rcnn/false_positive": 0.1918659297262557, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.25, "time": 0.7576233642175794, "total_loss": 1.985031690011965} {"data_time": 0.009772321209311485, "eta_seconds": 191766.6108830627, "iteration": 11959, "loss_fcos_cls": 0.36754642240703106, "loss_fcos_ctr": 0.629844325594604, "loss_fcos_loc": 0.25280425208620727, "loss_mask": 0.3130935877561569, "loss_maskiou": 0.007947617123136297, "loss_sem_seg": 0.40534723410382867, "lr": 0.01, "mask_rcnn/accuracy": 0.8748885268393072, "mask_rcnn/false_negative": 0.10030488372092594, "mask_rcnn/false_positive": 0.19648661051586258, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7504821298643947, "total_loss": 2.000868793023983} {"data_time": 0.0095975361764431, "eta_seconds": 191696.02570976503, "iteration": 11979, "loss_fcos_cls": 0.3646137611940503, "loss_fcos_ctr": 0.6317605478689075, "loss_fcos_loc": 0.2599509060382843, "loss_mask": 0.3291719350963831, "loss_maskiou": 0.00854123235330917, "loss_sem_seg": 0.3926960313692689, "lr": 0.01, "mask_rcnn/accuracy": 0.8432450699745547, "mask_rcnn/false_negative": 0.11683230817945676, "mask_rcnn/false_positive": 0.19892330994211385, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 42.0, "time": 0.732573208399117, "total_loss": 1.9959923192946007} {"data_time": 0.01068031508475542, "eta_seconds": 191517.6629249081, "iteration": 11999, "loss_fcos_cls": 0.362116910982877, "loss_fcos_ctr": 0.6304791029542685, "loss_fcos_loc": 0.26204513013362885, "loss_mask": 0.32569171767681837, "loss_maskiou": 0.008661266328999773, "loss_sem_seg": 0.4080838952213526, "lr": 0.01, "mask_rcnn/accuracy": 0.8590028269032333, "mask_rcnn/false_negative": 0.10966524362685051, "mask_rcnn/false_positive": 0.1657555288189408, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.5, "time": 0.7338041253387928, "total_loss": 1.9956281470222166} {"data_time": 0.009135390631854534, "eta_seconds": 191586.00189236272, "iteration": 12019, "loss_fcos_cls": 0.3636794842313975, "loss_fcos_ctr": 0.6312069585546851, "loss_fcos_loc": 0.25632743583992124, "loss_mask": 0.3095866898074746, "loss_maskiou": 0.007856528078264091, "loss_sem_seg": 0.3963853009045124, "lr": 0.01, "mask_rcnn/accuracy": 0.8610914680208159, "mask_rcnn/false_negative": 0.11375178765983679, "mask_rcnn/false_positive": 0.17526314802661258, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7484297854825854, "total_loss": 1.9949623633292504} {"data_time": 0.009936743415892124, "eta_seconds": 191619.96525301225, "iteration": 12039, "loss_fcos_cls": 0.3629611521027982, "loss_fcos_ctr": 0.6276872595772147, "loss_fcos_loc": 0.24850216787308455, "loss_mask": 0.3028686176985502, "loss_maskiou": 0.008054395664657932, "loss_sem_seg": 0.47421146277338266, "lr": 0.01, "mask_rcnn/accuracy": 0.8704064396028681, "mask_rcnn/false_negative": 0.1021814619752419, "mask_rcnn/false_positive": 0.17214490039314287, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.25, "time": 0.7329610902816057, "total_loss": 2.008946899237344} {"data_time": 0.009888197295367718, "eta_seconds": 191556.29644864518, "iteration": 12059, "loss_fcos_cls": 0.3491184078156948, "loss_fcos_ctr": 0.6302008796483278, "loss_fcos_loc": 0.2548407369758934, "loss_mask": 0.3060138151049614, "loss_maskiou": 0.007530795555794612, "loss_sem_seg": 0.39916043542325497, "lr": 0.01, "mask_rcnn/accuracy": 0.8564431514322597, "mask_rcnn/false_negative": 0.11278512409543909, "mask_rcnn/false_positive": 0.2077177790791394, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 41.0, "time": 0.7434026403352618, "total_loss": 1.9710252542572562} {"data_time": 0.009650874882936478, "eta_seconds": 191479.4506963268, "iteration": 12079, "loss_fcos_cls": 0.37300197035074234, "loss_fcos_ctr": 0.6324218958616257, "loss_fcos_loc": 0.25951264472678304, "loss_mask": 0.3186720283702016, "loss_maskiou": 0.007596036681206897, "loss_sem_seg": 0.446002681273967, "lr": 0.01, "mask_rcnn/accuracy": 0.8377428146956648, "mask_rcnn/false_negative": 0.10084590079772687, "mask_rcnn/false_positive": 0.21114970421821444, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.5, "time": 0.7400829000398517, "total_loss": 2.0405817178543657} {"data_time": 0.00938092079013586, "eta_seconds": 191526.59100492764, "iteration": 12099, "loss_fcos_cls": 0.3504334082826972, "loss_fcos_ctr": 0.6335916379466653, "loss_fcos_loc": 0.26020604255609214, "loss_mask": 0.33442576974630356, "loss_maskiou": 0.009159250854281709, "loss_sem_seg": 0.4105627993121743, "lr": 0.01, "mask_rcnn/accuracy": 0.869956349475274, "mask_rcnn/false_negative": 0.10780401210369703, "mask_rcnn/false_positive": 0.14930724566416148, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.25, "time": 0.7534065842628479, "total_loss": 2.0141831890068715} {"data_time": 0.01002916693687439, "eta_seconds": 191647.70474899374, "iteration": 12119, "loss_fcos_cls": 0.3651395193301141, "loss_fcos_ctr": 0.6311256028711796, "loss_fcos_loc": 0.26150279212743044, "loss_mask": 0.31490842811763287, "loss_maskiou": 0.007547127388534136, "loss_sem_seg": 0.43167983926832676, "lr": 0.01, "mask_rcnn/accuracy": 0.8394736106869554, "mask_rcnn/false_negative": 0.11824518537474407, "mask_rcnn/false_positive": 0.15682575176761224, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.74725391715765, "total_loss": 1.9870933463680558} {"data_time": 0.010086898691952229, "eta_seconds": 191496.8855612101, "iteration": 12139, "loss_fcos_cls": 0.3718136567622423, "loss_fcos_ctr": 0.6310701230540872, "loss_fcos_loc": 0.25063570588827133, "loss_mask": 0.32391604222357273, "loss_maskiou": 0.00817790740984492, "loss_sem_seg": 0.40567285753786564, "lr": 0.01, "mask_rcnn/accuracy": 0.8730865657968696, "mask_rcnn/false_negative": 0.09364218045931237, "mask_rcnn/false_positive": 0.18582995859366996, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7285282341763377, "total_loss": 1.989658353078994} {"data_time": 0.00964849442243576, "eta_seconds": 191284.64723714534, "iteration": 12159, "loss_fcos_cls": 0.3615084416233003, "loss_fcos_ctr": 0.6319308546371758, "loss_fcos_loc": 0.24941993923857808, "loss_mask": 0.3175387931987643, "loss_maskiou": 0.007697304608882405, "loss_sem_seg": 0.4257014812901616, "lr": 0.01, "mask_rcnn/accuracy": 0.860103975452615, "mask_rcnn/false_negative": 0.12191955114315811, "mask_rcnn/false_positive": 0.17203429257155356, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 41.0, "time": 0.7344978665933013, "total_loss": 1.9942777937394567} {"data_time": 0.009781964123249054, "eta_seconds": 191269.80982593168, "iteration": 12179, "loss_fcos_cls": 0.37135403230786324, "loss_fcos_ctr": 0.6303944801911712, "loss_fcos_loc": 0.24821628886274993, "loss_mask": 0.3130689263343811, "loss_maskiou": 0.007909641208243556, "loss_sem_seg": 0.4281753832474351, "lr": 0.01, "mask_rcnn/accuracy": 0.8651990218602061, "mask_rcnn/false_negative": 0.1053676565537755, "mask_rcnn/false_positive": 0.14923773310925947, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.7340293899178505, "total_loss": 2.0275614392594434} {"data_time": 0.010490374639630318, "eta_seconds": 191234.9705062257, "iteration": 12199, "loss_fcos_cls": 0.3700415790081024, "loss_fcos_ctr": 0.6296196226030588, "loss_fcos_loc": 0.24472548929043114, "loss_mask": 0.31720995157957077, "loss_maskiou": 0.008829317244817503, "loss_sem_seg": 0.39675160497426987, "lr": 0.01, "mask_rcnn/accuracy": 0.8570747532520364, "mask_rcnn/false_negative": 0.08713398397306044, "mask_rcnn/false_positive": 0.18492014845146434, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.7435372658073902, "total_loss": 1.984790416317992} {"data_time": 0.009201924316585064, "eta_seconds": 191228.44876249507, "iteration": 12219, "loss_fcos_cls": 0.34967651683837175, "loss_fcos_ctr": 0.6322819758206606, "loss_fcos_loc": 0.25826395861804485, "loss_mask": 0.3221997208893299, "loss_maskiou": 0.008273405634099618, "loss_sem_seg": 0.40093183517456055, "lr": 0.01, "mask_rcnn/accuracy": 0.8550404416534094, "mask_rcnn/false_negative": 0.11291635983394807, "mask_rcnn/false_positive": 0.11904136397504964, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.25, "time": 0.7442163852974772, "total_loss": 2.007599264383316} {"data_time": 0.009079428389668465, "eta_seconds": 191198.9636398023, "iteration": 12239, "loss_fcos_cls": 0.36159342946484685, "loss_fcos_ctr": 0.6281315805390477, "loss_fcos_loc": 0.24821660318411887, "loss_mask": 0.316991850733757, "loss_maskiou": 0.00792879713117145, "loss_sem_seg": 0.4336676374077797, "lr": 0.01, "mask_rcnn/accuracy": 0.8598442409826338, "mask_rcnn/false_negative": 0.10655619126916302, "mask_rcnn/false_positive": 0.19536751000936134, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.7492678184062243, "total_loss": 2.0038581553380936} {"data_time": 0.010087020695209503, "eta_seconds": 191184.1282718731, "iteration": 12259, "loss_fcos_cls": 0.35057906713336706, "loss_fcos_ctr": 0.6281092567369342, "loss_fcos_loc": 0.2414975177962333, "loss_mask": 0.30738493986427784, "loss_maskiou": 0.007770329946652055, "loss_sem_seg": 0.3817285466939211, "lr": 0.01, "mask_rcnn/accuracy": 0.8531948356265583, "mask_rcnn/false_negative": 0.09437551579973025, "mask_rcnn/false_positive": 0.1905546367021108, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 43.0, "time": 0.7566552134230733, "total_loss": 1.943105030193692} {"data_time": 0.009001790545880795, "eta_seconds": 191161.66574438475, "iteration": 12279, "loss_fcos_cls": 0.3586322101764381, "loss_fcos_ctr": 0.6294795293360949, "loss_fcos_loc": 0.24847547966055572, "loss_mask": 0.32619145419448614, "loss_maskiou": 0.008158783195540309, "loss_sem_seg": 0.3866342809051275, "lr": 0.01, "mask_rcnn/accuracy": 0.8774397184112879, "mask_rcnn/false_negative": 0.08597299158791095, "mask_rcnn/false_positive": 0.1464739440635932, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.75, "time": 0.745785471983254, "total_loss": 1.971920859417878} {"data_time": 0.00885982159525156, "eta_seconds": 191132.94584874064, "iteration": 12299, "loss_fcos_cls": 0.34728859830647707, "loss_fcos_ctr": 0.6323869796469808, "loss_fcos_loc": 0.25325712468475103, "loss_mask": 0.3148167049512267, "loss_maskiou": 0.007503704138798639, "loss_sem_seg": 0.40191912464797497, "lr": 0.01, "mask_rcnn/accuracy": 0.8520689525810323, "mask_rcnn/false_negative": 0.11144641987250253, "mask_rcnn/false_positive": 0.19291775449342452, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.5, "time": 0.7407215004786849, "total_loss": 1.9583576620789245} {"data_time": 0.009855425916612148, "eta_seconds": 191099.3624300426, "iteration": 12319, "loss_fcos_cls": 0.3675751043483615, "loss_fcos_ctr": 0.6305824378505349, "loss_fcos_loc": 0.25875692104455084, "loss_mask": 0.32128665782511234, "loss_maskiou": 0.008048766088904813, "loss_sem_seg": 0.4115774780511856, "lr": 0.01, "mask_rcnn/accuracy": 0.8397285633324737, "mask_rcnn/false_negative": 0.12389449440604398, "mask_rcnn/false_positive": 0.18017065396993345, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7335975840687752, "total_loss": 1.9983750990504632} {"data_time": 0.009918006137013435, "eta_seconds": 191103.2784518972, "iteration": 12339, "loss_fcos_cls": 0.3753634328022599, "loss_fcos_ctr": 0.6325451424345374, "loss_fcos_loc": 0.25993018166627735, "loss_mask": 0.31781353149563074, "loss_maskiou": 0.007616863877046853, "loss_sem_seg": 0.4495961321517825, "lr": 0.01, "mask_rcnn/accuracy": 0.848393677218304, "mask_rcnn/false_negative": 0.13140698741120682, "mask_rcnn/false_positive": 0.1955083794312785, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 30.5, "time": 0.7386648366227746, "total_loss": 2.040754961883067} {"data_time": 0.009505584836006165, "eta_seconds": 191102.32664023899, "iteration": 12359, "loss_fcos_cls": 0.377827282063663, "loss_fcos_ctr": 0.6281023360788822, "loss_fcos_loc": 0.2598673743195832, "loss_mask": 0.31429622787982225, "loss_maskiou": 0.007957299385452643, "loss_sem_seg": 0.4479676727205515, "lr": 0.01, "mask_rcnn/accuracy": 0.8459191377154831, "mask_rcnn/false_negative": 0.1039830294665413, "mask_rcnn/false_positive": 0.1881051327536491, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.25, "time": 0.7424062043428421, "total_loss": 2.03784646744316} {"data_time": 0.009860340505838394, "eta_seconds": 191054.86570057552, "iteration": 12379, "loss_fcos_cls": 0.35759833408519626, "loss_fcos_ctr": 0.6305900262668729, "loss_fcos_loc": 0.2578479200601578, "loss_mask": 0.32010578643530607, "loss_maskiou": 0.00837334748939611, "loss_sem_seg": 0.42580900341272354, "lr": 0.01, "mask_rcnn/accuracy": 0.871837146148782, "mask_rcnn/false_negative": 0.10423626879679282, "mask_rcnn/false_positive": 0.1467297177931129, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 40.0, "time": 0.7239886717870831, "total_loss": 2.0166625265046605} {"data_time": 0.010146920569241047, "eta_seconds": 190958.3797362065, "iteration": 12399, "loss_fcos_cls": 0.36272333725355566, "loss_fcos_ctr": 0.6297878720797598, "loss_fcos_loc": 0.2578620300628245, "loss_mask": 0.3191163884475827, "loss_maskiou": 0.008920371808926575, "loss_sem_seg": 0.38330612890422344, "lr": 0.01, "mask_rcnn/accuracy": 0.8563701860406912, "mask_rcnn/false_negative": 0.1151741397796508, "mask_rcnn/false_positive": 0.166003003939523, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.25, "time": 0.7299059508368373, "total_loss": 1.976698196027428} {"data_time": 0.010479248128831387, "eta_seconds": 190943.55383260082, "iteration": 12419, "loss_fcos_cls": 0.3738177081104368, "loss_fcos_ctr": 0.6299624713137746, "loss_fcos_loc": 0.2561223211232573, "loss_mask": 0.3068476542830467, "loss_maskiou": 0.007864093407988548, "loss_sem_seg": 0.40269940672442317, "lr": 0.01, "mask_rcnn/accuracy": 0.8614722392716485, "mask_rcnn/false_negative": 0.0905029109113977, "mask_rcnn/false_positive": 0.14740493723456827, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7338666105642915, "total_loss": 1.9956023974518757} {"data_time": 0.009378631599247456, "eta_seconds": 191010.36897110846, "iteration": 12439, "loss_fcos_cls": 0.3689783359877765, "loss_fcos_ctr": 0.6289661582559347, "loss_fcos_loc": 0.2527788057923317, "loss_mask": 0.31362726353108883, "loss_maskiou": 0.007690507554798387, "loss_sem_seg": 0.41660821717232466, "lr": 0.01, "mask_rcnn/accuracy": 0.8533868875906039, "mask_rcnn/false_negative": 0.10655825598697508, "mask_rcnn/false_positive": 0.1654251293956742, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.746252017095685, "total_loss": 2.0337252949830145} {"data_time": 0.010189414955675602, "eta_seconds": 190929.40713102277, "iteration": 12459, "loss_fcos_cls": 0.34178489120677114, "loss_fcos_ctr": 0.6304287258535624, "loss_fcos_loc": 0.24852240772452205, "loss_mask": 0.31798340007662773, "loss_maskiou": 0.008235899076680653, "loss_sem_seg": 0.411548376083374, "lr": 0.01, "mask_rcnn/accuracy": 0.8605116032899647, "mask_rcnn/false_negative": 0.09638118880773455, "mask_rcnn/false_positive": 0.18347359948689557, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7449907623231411, "total_loss": 1.9455172608431894} {"data_time": 0.010184863582253456, "eta_seconds": 190945.52642862778, "iteration": 12479, "loss_fcos_cls": 0.35584781179204583, "loss_fcos_ctr": 0.6304244715720415, "loss_fcos_loc": 0.24053550604730844, "loss_mask": 0.3129147607833147, "loss_maskiou": 0.008278093548142351, "loss_sem_seg": 0.40660193003714085, "lr": 0.01, "mask_rcnn/accuracy": 0.8415987956886237, "mask_rcnn/false_negative": 0.10341771566631508, "mask_rcnn/false_positive": 0.1624758891103772, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.5, "time": 0.755388124845922, "total_loss": 1.9419446341780713} {"data_time": 0.010593369603157043, "eta_seconds": 191161.92774149962, "iteration": 12499, "loss_fcos_cls": 0.3587673343718052, "loss_fcos_ctr": 0.6283763693645597, "loss_fcos_loc": 0.2511415998451412, "loss_mask": 0.331692679785192, "loss_maskiou": 0.00828135151823517, "loss_sem_seg": 0.37600846495479345, "lr": 0.01, "mask_rcnn/accuracy": 0.8499203197863912, "mask_rcnn/false_negative": 0.09659095153744696, "mask_rcnn/false_positive": 0.1821191789902621, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 25.25, "time": 0.7479197289794683, "total_loss": 1.9937327182560693} {"data_time": 0.00984195340424776, "eta_seconds": 190997.5967545258, "iteration": 12519, "loss_fcos_cls": 0.35096009261906147, "loss_fcos_ctr": 0.6309631718322635, "loss_fcos_loc": 0.25619846070185304, "loss_mask": 0.2970492895692587, "loss_maskiou": 0.00693663556012325, "loss_sem_seg": 0.3894063108600676, "lr": 0.01, "mask_rcnn/accuracy": 0.8519774909963986, "mask_rcnn/false_negative": 0.10062314990862282, "mask_rcnn/false_positive": 0.2047554600762891, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.25, "time": 0.7332083126530051, "total_loss": 1.9735221855953569} {"data_time": 0.009244708344340324, "eta_seconds": 190959.83056641184, "iteration": 12539, "loss_fcos_cls": 0.35578827653080225, "loss_fcos_ctr": 0.6312516639009118, "loss_fcos_loc": 0.25499127386137843, "loss_mask": 0.3157759215682745, "loss_maskiou": 0.008043842695769854, "loss_sem_seg": 0.3943796646781266, "lr": 0.01, "mask_rcnn/accuracy": 0.8792446145124717, "mask_rcnn/false_negative": 0.09275512976618408, "mask_rcnn/false_positive": 0.15849468146100457, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.7294936748221517, "total_loss": 1.985666697335546} {"data_time": 0.01016994845122099, "eta_seconds": 190953.97887987457, "iteration": 12559, "loss_fcos_cls": 0.364265299285762, "loss_fcos_ctr": 0.6312691131606698, "loss_fcos_loc": 0.2620682609267533, "loss_mask": 0.3307710513472557, "loss_maskiou": 0.008877364045474678, "loss_sem_seg": 0.41098518669605255, "lr": 0.01, "mask_rcnn/accuracy": 0.8479043208898466, "mask_rcnn/false_negative": 0.11760977185571145, "mask_rcnn/false_positive": 0.17331878858890618, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 40.5, "time": 0.7617230089381337, "total_loss": 2.0126217328506755} {"data_time": 0.009810240939259529, "eta_seconds": 190953.08917608205, "iteration": 12579, "loss_fcos_cls": 0.3593272538855672, "loss_fcos_ctr": 0.6300180042162538, "loss_fcos_loc": 0.2521434525260702, "loss_mask": 0.31738196685910225, "loss_maskiou": 0.007213941717054695, "loss_sem_seg": 0.39003576384857297, "lr": 0.01, "mask_rcnn/accuracy": 0.8594670164665091, "mask_rcnn/false_negative": 0.11742005668811697, "mask_rcnn/false_positive": 0.14063901520471112, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.75, "time": 0.7500243075191975, "total_loss": 1.9467941543844063} {"data_time": 0.009978512302041054, "eta_seconds": 191034.08464835864, "iteration": 12599, "loss_fcos_cls": 0.3472960873041302, "loss_fcos_ctr": 0.6275609182193875, "loss_fcos_loc": 0.24427192145958543, "loss_mask": 0.3142436286434531, "loss_maskiou": 0.008128206463879906, "loss_sem_seg": 0.42587212985381484, "lr": 0.01, "mask_rcnn/accuracy": 0.8842047457280784, "mask_rcnn/false_negative": 0.09223370637816089, "mask_rcnn/false_positive": 0.18097592470858748, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.7553716097027063, "total_loss": 1.9835662305849837} {"data_time": 0.010155502706766129, "eta_seconds": 191239.76826130692, "iteration": 12619, "loss_fcos_cls": 0.3574880980886519, "loss_fcos_ctr": 0.6343307429924607, "loss_fcos_loc": 0.2627558251551818, "loss_mask": 0.33106131199747324, "loss_maskiou": 0.008661924221087247, "loss_sem_seg": 0.3964064624160528, "lr": 0.01, "mask_rcnn/accuracy": 0.8507407191830312, "mask_rcnn/false_negative": 0.11390398363638116, "mask_rcnn/false_positive": 0.2070726693698542, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 42.0, "time": 0.7505894722416997, "total_loss": 1.999526761166635} {"data_time": 0.010279165580868721, "eta_seconds": 191231.0996307861, "iteration": 12639, "loss_fcos_cls": 0.36371461441740394, "loss_fcos_ctr": 0.6289995247498155, "loss_fcos_loc": 0.25266119837760925, "loss_mask": 0.31017241906374693, "loss_maskiou": 0.008544253825675696, "loss_sem_seg": 0.43147960491478443, "lr": 0.01, "mask_rcnn/accuracy": 0.8719236000122941, "mask_rcnn/false_negative": 0.09818926244604023, "mask_rcnn/false_positive": 0.1528666800401874, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.25, "time": 0.733095888979733, "total_loss": 1.9997606496908702} {"data_time": 0.010567313991487026, "eta_seconds": 191260.09306381084, "iteration": 12659, "loss_fcos_cls": 0.35564057086594403, "loss_fcos_ctr": 0.6324140052311122, "loss_fcos_loc": 0.25612879235995933, "loss_mask": 0.31675610411912203, "loss_maskiou": 0.007774717130814679, "loss_sem_seg": 0.3936413386836648, "lr": 0.01, "mask_rcnn/accuracy": 0.8635664769593341, "mask_rcnn/false_negative": 0.10770083526988786, "mask_rcnn/false_positive": 0.1745468485274763, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.25, "time": 0.740781769156456, "total_loss": 1.9576961461134488} {"data_time": 0.01054215244948864, "eta_seconds": 191101.80656090192, "iteration": 12679, "loss_fcos_cls": 0.36087211268022656, "loss_fcos_ctr": 0.6288502141833305, "loss_fcos_loc": 0.24983831099234521, "loss_mask": 0.30758117139339447, "loss_maskiou": 0.007957932670251466, "loss_sem_seg": 0.4092474980279803, "lr": 0.01, "mask_rcnn/accuracy": 0.8636597694633409, "mask_rcnn/false_negative": 0.10880346962967757, "mask_rcnn/false_positive": 0.14673649693154273, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.75, "time": 0.7168771298602223, "total_loss": 1.95542635111633} {"data_time": 0.010520294308662415, "eta_seconds": 191156.40756318066, "iteration": 12699, "loss_fcos_cls": 0.35302152391523123, "loss_fcos_ctr": 0.6316151702776551, "loss_fcos_loc": 0.2501620512921363, "loss_mask": 0.3040134124457836, "loss_maskiou": 0.007917688388261013, "loss_sem_seg": 0.4798769913613796, "lr": 0.01, "mask_rcnn/accuracy": 0.8838288156171559, "mask_rcnn/false_negative": 0.08092685974372046, "mask_rcnn/false_positive": 0.1472712698469682, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.75, "time": 0.745257280766964, "total_loss": 2.0239198099588975} {"data_time": 0.010024693794548512, "eta_seconds": 191072.10019312613, "iteration": 12719, "loss_fcos_cls": 0.3687851573340595, "loss_fcos_ctr": 0.6305898642167449, "loss_fcos_loc": 0.2537891729734838, "loss_mask": 0.3224387876689434, "loss_maskiou": 0.008133847964927554, "loss_sem_seg": 0.4211900429800153, "lr": 0.01, "mask_rcnn/accuracy": 0.8583100755976372, "mask_rcnn/false_negative": 0.09709709901443188, "mask_rcnn/false_positive": 0.17236479061642215, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7496946137398481, "total_loss": 1.9898220855684485} {"data_time": 0.009827107191085815, "eta_seconds": 191126.69039806072, "iteration": 12739, "loss_fcos_cls": 0.34041895205155015, "loss_fcos_ctr": 0.6331704845651984, "loss_fcos_loc": 0.2546837469562888, "loss_mask": 0.32235591392964125, "loss_maskiou": 0.008601018496847246, "loss_sem_seg": 0.39721798757091165, "lr": 0.01, "mask_rcnn/accuracy": 0.8747952470461869, "mask_rcnn/false_negative": 0.10243109877776371, "mask_rcnn/false_positive": 0.150162236451756, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.0, "time": 0.7552744727581739, "total_loss": 1.9740898947347887} {"data_time": 0.01011412963271141, "eta_seconds": 191137.23915451113, "iteration": 12759, "loss_fcos_cls": 0.3588680042885244, "loss_fcos_ctr": 0.6272234283387661, "loss_fcos_loc": 0.25022649811580777, "loss_mask": 0.3255508169531822, "loss_maskiou": 0.008300442539621145, "loss_sem_seg": 0.4208751833066344, "lr": 0.01, "mask_rcnn/accuracy": 0.8664684725351179, "mask_rcnn/false_negative": 0.10531693060215386, "mask_rcnn/false_positive": 0.18398595998443412, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.25, "time": 0.7540386626496911, "total_loss": 1.9597583899158053} {"data_time": 0.010101888328790665, "eta_seconds": 191210.94354550727, "iteration": 12779, "loss_fcos_cls": 0.3847103123553097, "loss_fcos_ctr": 0.6292871152982116, "loss_fcos_loc": 0.24564707791432738, "loss_mask": 0.31919896975159645, "loss_maskiou": 0.00866194763511885, "loss_sem_seg": 0.4117007942404598, "lr": 0.01, "mask_rcnn/accuracy": 0.8485093490948292, "mask_rcnn/false_negative": 0.11207821126728534, "mask_rcnn/false_positive": 0.1836278545387649, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7461883639916778, "total_loss": 1.985247831500601} {"data_time": 0.010143378749489784, "eta_seconds": 191031.90288399998, "iteration": 12799, "loss_fcos_cls": 0.35696425661444664, "loss_fcos_ctr": 0.6273634331300855, "loss_fcos_loc": 0.2451763665303588, "loss_mask": 0.32614362239837646, "loss_maskiou": 0.00834978444618173, "loss_sem_seg": 0.4188477280549705, "lr": 0.01, "mask_rcnn/accuracy": 0.8591066435894023, "mask_rcnn/false_negative": 0.10374038458760854, "mask_rcnn/false_positive": 0.15476969788366846, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 43.5, "time": 0.7312704641371965, "total_loss": 1.9869170075980946} {"data_time": 0.01016206108033657, "eta_seconds": 190870.80828726199, "iteration": 12819, "loss_fcos_cls": 0.3482069228775799, "loss_fcos_ctr": 0.6302700848318636, "loss_fcos_loc": 0.24509266787208617, "loss_mask": 0.3081487324088812, "loss_maskiou": 0.00823001386015676, "loss_sem_seg": 0.39190260227769613, "lr": 0.01, "mask_rcnn/accuracy": 0.8584368402533427, "mask_rcnn/false_negative": 0.12772608833674065, "mask_rcnn/false_positive": 0.15423465699616978, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.7256104284897447, "total_loss": 1.9432333769800607} {"data_time": 0.010328258387744427, "eta_seconds": 190663.11300083157, "iteration": 12839, "loss_fcos_cls": 0.3484935383312404, "loss_fcos_ctr": 0.6283578588627279, "loss_fcos_loc": 0.25345152290537953, "loss_mask": 0.30630089063197374, "loss_maskiou": 0.007218296741484664, "loss_sem_seg": 0.4314887970685959, "lr": 0.01, "mask_rcnn/accuracy": 0.8787410134508349, "mask_rcnn/false_negative": 0.08016521100397869, "mask_rcnn/false_positive": 0.1748183436517806, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7366273328661919, "total_loss": 1.9693419568939134} {"data_time": 0.009045311249792576, "eta_seconds": 190704.58145962004, "iteration": 12859, "loss_fcos_cls": 0.37420657300390303, "loss_fcos_ctr": 0.6306641213595867, "loss_fcos_loc": 0.26213412336073816, "loss_mask": 0.3162558814510703, "loss_maskiou": 0.007832900126231834, "loss_sem_seg": 0.42059279792010784, "lr": 0.01, "mask_rcnn/accuracy": 0.856878742105071, "mask_rcnn/false_negative": 0.11598102245975062, "mask_rcnn/false_positive": 0.14858848551051726, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.7504158085212111, "total_loss": 2.0380475806596223} {"data_time": 0.009891517460346222, "eta_seconds": 190633.45638680365, "iteration": 12879, "loss_fcos_cls": 0.3588750855997205, "loss_fcos_ctr": 0.6279037827625871, "loss_fcos_loc": 0.24289000476710498, "loss_mask": 0.30328433495014906, "loss_maskiou": 0.0071812402456998825, "loss_sem_seg": 0.40294707380235195, "lr": 0.01, "mask_rcnn/accuracy": 0.8599648177251741, "mask_rcnn/false_negative": 0.10501405517047724, "mask_rcnn/false_positive": 0.16076904610835563, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 41.5, "time": 0.7399114072322845, "total_loss": 1.9546465205494314} {"data_time": 0.009848307818174362, "eta_seconds": 190724.00760834292, "iteration": 12899, "loss_fcos_cls": 0.3551495401188731, "loss_fcos_ctr": 0.6289801876991987, "loss_fcos_loc": 0.25212222151458263, "loss_mask": 0.33117624651640654, "loss_maskiou": 0.00923229478939902, "loss_sem_seg": 0.3750142892822623, "lr": 0.01, "mask_rcnn/accuracy": 0.8646341175359032, "mask_rcnn/false_negative": 0.10645695437125136, "mask_rcnn/false_positive": 0.1577517951794044, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.75, "time": 0.7487485120072961, "total_loss": 1.9624199874233454} {"data_time": 0.009929566644132137, "eta_seconds": 190699.57110542431, "iteration": 12919, "loss_fcos_cls": 0.3500958373770118, "loss_fcos_ctr": 0.6274302285164595, "loss_fcos_loc": 0.24086092691868544, "loss_mask": 0.3090069219470024, "loss_maskiou": 0.007628779858350754, "loss_sem_seg": 0.4011771287769079, "lr": 0.01, "mask_rcnn/accuracy": 0.8560339676411105, "mask_rcnn/false_negative": 0.11952186220144163, "mask_rcnn/false_positive": 0.18148589727970982, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.75, "time": 0.7262115776538849, "total_loss": 1.9624216475131107} {"data_time": 0.0100638959556818, "eta_seconds": 190684.73534773663, "iteration": 12939, "loss_fcos_cls": 0.36210153764113784, "loss_fcos_ctr": 0.6286041657440364, "loss_fcos_loc": 0.24851162591949105, "loss_mask": 0.30571649596095085, "loss_maskiou": 0.007680933078518137, "loss_sem_seg": 0.44011524273082614, "lr": 0.01, "mask_rcnn/accuracy": 0.8669093003770423, "mask_rcnn/false_negative": 0.10684262136431444, "mask_rcnn/false_positive": 0.1492593832266995, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.7461810354143381, "total_loss": 1.9850647687126184} {"data_time": 0.010367544367909431, "eta_seconds": 190348.15769361146, "iteration": 12959, "loss_fcos_cls": 0.36055794451385736, "loss_fcos_ctr": 0.6284516607411206, "loss_fcos_loc": 0.24441451817983761, "loss_mask": 0.31062016263604164, "loss_maskiou": 0.0068624506529886276, "loss_sem_seg": 0.39932398684322834, "lr": 0.01, "mask_rcnn/accuracy": 0.855797231173171, "mask_rcnn/false_negative": 0.10374946364310694, "mask_rcnn/false_positive": 0.17160325701928208, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7320601465180516, "total_loss": 1.986204453780374} {"data_time": 0.009952539578080177, "eta_seconds": 190373.83631427586, "iteration": 12979, "loss_fcos_cls": 0.35803806502372026, "loss_fcos_ctr": 0.6302455784752965, "loss_fcos_loc": 0.25200498942285776, "loss_mask": 0.32070074416697025, "loss_maskiou": 0.008765013903030194, "loss_sem_seg": 0.4257270563393831, "lr": 0.01, "mask_rcnn/accuracy": 0.8735223785082019, "mask_rcnn/false_negative": 0.09784934556222019, "mask_rcnn/false_positive": 0.1519514167668754, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 42.75, "time": 0.7344685578718781, "total_loss": 2.0013734602325712} {"data_time": 0.0099391033872962, "eta_seconds": 190307.51797056198, "iteration": 12999, "loss_fcos_cls": 0.35686444910243154, "loss_fcos_ctr": 0.6322791734710336, "loss_fcos_loc": 0.24691272992640734, "loss_mask": 0.30782165564596653, "loss_maskiou": 0.0076876339298905805, "loss_sem_seg": 0.4202239140868187, "lr": 0.01, "mask_rcnn/accuracy": 0.8557320655534941, "mask_rcnn/false_negative": 0.11100456734030156, "mask_rcnn/false_positive": 0.17434042326123222, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.25, "time": 0.730929410085082, "total_loss": 1.9707997924124356} {"data_time": 0.010129282251000404, "eta_seconds": 190154.94034922682, "iteration": 13019, "loss_fcos_cls": 0.3586319610476494, "loss_fcos_ctr": 0.6290594600141048, "loss_fcos_loc": 0.25343277340289205, "loss_mask": 0.3054493013769388, "loss_maskiou": 0.008323831600137055, "loss_sem_seg": 0.3870835832785815, "lr": 0.01, "mask_rcnn/accuracy": 0.8692462841605998, "mask_rcnn/false_negative": 0.0975159140981788, "mask_rcnn/false_positive": 0.1457831021138985, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7324024345725775, "total_loss": 1.9529983134707436} {"data_time": 0.010247381404042244, "eta_seconds": 190277.8982386589, "iteration": 13039, "loss_fcos_cls": 0.3812669962644577, "loss_fcos_ctr": 0.6324606658890843, "loss_fcos_loc": 0.2653615919407457, "loss_mask": 0.31789092998951674, "loss_maskiou": 0.008467424122500233, "loss_sem_seg": 0.42445224337279797, "lr": 0.01, "mask_rcnn/accuracy": 0.842441331152026, "mask_rcnn/false_negative": 0.09932492380771749, "mask_rcnn/false_positive": 0.20771959120386663, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 43.75, "time": 0.7508830204606056, "total_loss": 2.035504596569808} {"data_time": 0.010731613263487816, "eta_seconds": 190157.5073711453, "iteration": 13059, "loss_fcos_cls": 0.35963627765886486, "loss_fcos_ctr": 0.6301068300381303, "loss_fcos_loc": 0.2513481327332556, "loss_mask": 0.3229688797146082, "loss_maskiou": 0.008095932134892792, "loss_sem_seg": 0.4424168127588928, "lr": 0.01, "mask_rcnn/accuracy": 0.8759251787449673, "mask_rcnn/false_negative": 0.09853651047403217, "mask_rcnn/false_positive": 0.1907512313665397, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7379989121109247, "total_loss": 2.0286650062625995} {"data_time": 0.009565199725329876, "eta_seconds": 190142.7057235008, "iteration": 13079, "loss_fcos_cls": 0.36234628641977906, "loss_fcos_ctr": 0.6264238944277167, "loss_fcos_loc": 0.2533584125339985, "loss_mask": 0.30824837554246187, "loss_maskiou": 0.008313578931847587, "loss_sem_seg": 0.4241681285202503, "lr": 0.01, "mask_rcnn/accuracy": 0.8402128427128427, "mask_rcnn/false_negative": 0.122515945188788, "mask_rcnn/false_positive": 0.19457875337534403, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 38.0, "time": 0.736340269446373, "total_loss": 2.02678817557171} {"data_time": 0.010642080567777157, "eta_seconds": 190284.9530698806, "iteration": 13099, "loss_fcos_cls": 0.3553933585062623, "loss_fcos_ctr": 0.6271625766530633, "loss_fcos_loc": 0.2518871237989515, "loss_mask": 0.3268185565248132, "loss_maskiou": 0.008110394461255055, "loss_sem_seg": 0.4359613321721554, "lr": 0.01, "mask_rcnn/accuracy": 0.8562960898645172, "mask_rcnn/false_negative": 0.1251344690440261, "mask_rcnn/false_positive": 0.18784331622552364, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 42.5, "time": 0.757314502261579, "total_loss": 1.99662459132378} {"data_time": 0.008893975988030434, "eta_seconds": 190330.9901328385, "iteration": 13119, "loss_fcos_cls": 0.35022216383367777, "loss_fcos_ctr": 0.6261502346023917, "loss_fcos_loc": 0.24128767056390643, "loss_mask": 0.3231709748506546, "loss_maskiou": 0.008687194815138355, "loss_sem_seg": 0.39663674496114254, "lr": 0.01, "mask_rcnn/accuracy": 0.8632240117753966, "mask_rcnn/false_negative": 0.11594443551131553, "mask_rcnn/false_positive": 0.1504495783984363, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7528491178527474, "total_loss": 1.9583518831932452} {"data_time": 0.009479643777012825, "eta_seconds": 190408.85126388073, "iteration": 13139, "loss_fcos_cls": 0.37766524963080883, "loss_fcos_ctr": 0.6281078290194273, "loss_fcos_loc": 0.25647182075772434, "loss_mask": 0.31851585675030947, "loss_maskiou": 0.00826006593706552, "loss_sem_seg": 0.4027599352411926, "lr": 0.01, "mask_rcnn/accuracy": 0.8535947311616955, "mask_rcnn/false_negative": 0.11252861589639675, "mask_rcnn/false_positive": 0.18513565374790686, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 31.25, "time": 0.7416213229298592, "total_loss": 1.987106667002081} {"data_time": 0.009938781149685383, "eta_seconds": 190426.69059733208, "iteration": 13159, "loss_fcos_cls": 0.3639420324470848, "loss_fcos_ctr": 0.6298905489966273, "loss_fcos_loc": 0.2581395118031651, "loss_mask": 0.3185725025832653, "loss_maskiou": 0.008523728844011202, "loss_sem_seg": 0.4116488369181752, "lr": 0.01, "mask_rcnn/accuracy": 0.8725765306122448, "mask_rcnn/false_negative": 0.09009692505681079, "mask_rcnn/false_positive": 0.17696894188115994, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7284336593002081, "total_loss": 1.9885010562138632} {"data_time": 0.009606262668967247, "eta_seconds": 190606.14236348122, "iteration": 13179, "loss_fcos_cls": 0.33872313471511006, "loss_fcos_ctr": 0.6332304296083748, "loss_fcos_loc": 0.2558422861038707, "loss_mask": 0.3122139563784003, "loss_maskiou": 0.00801292379037477, "loss_sem_seg": 0.36923348158597946, "lr": 0.01, "mask_rcnn/accuracy": 0.8686150644468313, "mask_rcnn/false_negative": 0.10879617408156365, "mask_rcnn/false_positive": 0.1344326224106098, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7567367702722549, "total_loss": 1.9238925049139652} {"data_time": 0.00989591982215643, "eta_seconds": 190629.19066142477, "iteration": 13199, "loss_fcos_cls": 0.36330520268529654, "loss_fcos_ctr": 0.6273405905812979, "loss_fcos_loc": 0.2461768768262118, "loss_mask": 0.3165079252794385, "loss_maskiou": 0.008157772608683445, "loss_sem_seg": 0.43549127224832773, "lr": 0.01, "mask_rcnn/accuracy": 0.8462698016269445, "mask_rcnn/false_negative": 0.11609919471898893, "mask_rcnn/false_positive": 0.16832506742241737, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7508279252797365, "total_loss": 2.015060485522554} {"data_time": 0.010420748963952065, "eta_seconds": 190638.77296704054, "iteration": 13219, "loss_fcos_cls": 0.3643497908487916, "loss_fcos_ctr": 0.6305343541316688, "loss_fcos_loc": 0.2531030592508614, "loss_mask": 0.32111920695751905, "loss_maskiou": 0.007806681918737013, "loss_sem_seg": 0.39280965365469456, "lr": 0.01, "mask_rcnn/accuracy": 0.8320256792476026, "mask_rcnn/false_negative": 0.13227102441275812, "mask_rcnn/false_positive": 0.20750274501690344, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7596861086785793, "total_loss": 1.9186804075507098} {"data_time": 0.009521960280835629, "eta_seconds": 190741.9303553151, "iteration": 13239, "loss_fcos_cls": 0.35923998057842255, "loss_fcos_ctr": 0.6310260505415499, "loss_fcos_loc": 0.2513233262579888, "loss_mask": 0.3162396363914013, "loss_maskiou": 0.009093098720768467, "loss_sem_seg": 0.39081940380856395, "lr": 0.01, "mask_rcnn/accuracy": 0.834140570021112, "mask_rcnn/false_negative": 0.12266889641975373, "mask_rcnn/false_positive": 0.19988834705002853, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.7488612104207277, "total_loss": 1.9787310516476282} {"data_time": 0.009319652803242207, "eta_seconds": 190727.07280838583, "iteration": 13259, "loss_fcos_cls": 0.3580165239982307, "loss_fcos_ctr": 0.6294635543599725, "loss_fcos_loc": 0.2458596860524267, "loss_mask": 0.3189476625993848, "loss_maskiou": 0.008019915374461561, "loss_sem_seg": 0.39788581896573305, "lr": 0.01, "mask_rcnn/accuracy": 0.8522156675170067, "mask_rcnn/false_negative": 0.11940248444291694, "mask_rcnn/false_positive": 0.18723485997766892, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.5, "time": 0.7505368795245886, "total_loss": 1.968743735254975} {"data_time": 0.009972957894206047, "eta_seconds": 190569.80485197343, "iteration": 13279, "loss_fcos_cls": 0.3555756025016308, "loss_fcos_ctr": 0.6270092520862818, "loss_fcos_loc": 0.23905476043000817, "loss_mask": 0.3084145123139024, "loss_maskiou": 0.007477099032257684, "loss_sem_seg": 0.417313274461776, "lr": 0.01, "mask_rcnn/accuracy": 0.8681793029711884, "mask_rcnn/false_negative": 0.10502781224526332, "mask_rcnn/false_positive": 0.17344031724151576, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7188153667375445, "total_loss": 1.9545900792290922} {"data_time": 0.009891633875668049, "eta_seconds": 190519.23060789518, "iteration": 13299, "loss_fcos_cls": 0.38019245071336627, "loss_fcos_ctr": 0.6323711276054382, "loss_fcos_loc": 0.26034044445259497, "loss_mask": 0.3067424772307277, "loss_maskiou": 0.007812633295543492, "loss_sem_seg": 0.40395121928304434, "lr": 0.01, "mask_rcnn/accuracy": 0.8850454206072673, "mask_rcnn/false_negative": 0.09472160868983959, "mask_rcnn/false_positive": 0.15283648774606604, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7348821656778455, "total_loss": 1.9784246641793288} {"data_time": 0.010277686640620232, "eta_seconds": 190564.53119176626, "iteration": 13319, "loss_fcos_cls": 0.35341318347491324, "loss_fcos_ctr": 0.6279103923588991, "loss_fcos_loc": 0.24490013043396175, "loss_mask": 0.30785547476261854, "loss_maskiou": 0.007798884384101257, "loss_sem_seg": 0.4576304340735078, "lr": 0.01, "mask_rcnn/accuracy": 0.8511062092961843, "mask_rcnn/false_negative": 0.11814234527178868, "mask_rcnn/false_positive": 0.1801709980116462, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.7443020697683096, "total_loss": 2.0414757179823937} {"data_time": 0.009730402380228043, "eta_seconds": 190706.28297447134, "iteration": 13339, "loss_fcos_cls": 0.37733504083007574, "loss_fcos_ctr": 0.63202412892133, "loss_fcos_loc": 0.25838398979976773, "loss_mask": 0.3050172459334135, "loss_maskiou": 0.00806564636877738, "loss_sem_seg": 0.4273209315724671, "lr": 0.01, "mask_rcnn/accuracy": 0.8674963429427716, "mask_rcnn/false_negative": 0.1095952463539458, "mask_rcnn/false_positive": 0.14637895108921972, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.7532639224082232, "total_loss": 2.0306620851624757} {"data_time": 0.009597201831638813, "eta_seconds": 190702.2005840605, "iteration": 13359, "loss_fcos_cls": 0.3599759934004396, "loss_fcos_ctr": 0.6299264072440565, "loss_fcos_loc": 0.24963618372566998, "loss_mask": 0.321717188693583, "loss_maskiou": 0.008055166937992908, "loss_sem_seg": 0.40368072828277946, "lr": 0.01, "mask_rcnn/accuracy": 0.8438466025945262, "mask_rcnn/false_negative": 0.09932951253081297, "mask_rcnn/false_positive": 0.21121223395972455, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7489168383181095, "total_loss": 1.956437359294796} {"data_time": 0.010125985369086266, "eta_seconds": 190882.181911706, "iteration": 13379, "loss_fcos_cls": 0.3529772564070299, "loss_fcos_ctr": 0.6285694520920515, "loss_fcos_loc": 0.25274164183065295, "loss_mask": 0.30453620944172144, "loss_maskiou": 0.008409731221036054, "loss_sem_seg": 0.40592141170054674, "lr": 0.01, "mask_rcnn/accuracy": 0.83908733027624, "mask_rcnn/false_negative": 0.12595665597964772, "mask_rcnn/false_positive": 0.18174366844179785, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 42.25, "time": 0.7535974998027086, "total_loss": 1.93354494219966} {"data_time": 0.010029235854744911, "eta_seconds": 190957.05864918046, "iteration": 13399, "loss_fcos_cls": 0.34334541484713554, "loss_fcos_ctr": 0.631783296354115, "loss_fcos_loc": 0.2554107104660943, "loss_mask": 0.3207812001928687, "loss_maskiou": 0.00806370354257524, "loss_sem_seg": 0.4560217927210033, "lr": 0.01, "mask_rcnn/accuracy": 0.8489708383353342, "mask_rcnn/false_negative": 0.1236509797892916, "mask_rcnn/false_positive": 0.17039201073655857, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 37.75, "time": 0.7584912208840251, "total_loss": 2.0078786486701574} {"data_time": 0.009188832715153694, "eta_seconds": 190902.42938525788, "iteration": 13419, "loss_fcos_cls": 0.35102359019219875, "loss_fcos_ctr": 0.6267359778285027, "loss_fcos_loc": 0.2367279790341854, "loss_mask": 0.309078642167151, "loss_maskiou": 0.00894290511496365, "loss_sem_seg": 0.42448456678539515, "lr": 0.01, "mask_rcnn/accuracy": 0.8575731666292891, "mask_rcnn/false_negative": 0.10608746399683605, "mask_rcnn/false_positive": 0.15902843982105147, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 43.0, "time": 0.7308171456679702, "total_loss": 1.9415767548489384} {"data_time": 0.00995706021785736, "eta_seconds": 190887.54890467785, "iteration": 13439, "loss_fcos_cls": 0.37247110065072775, "loss_fcos_ctr": 0.6281231418251991, "loss_fcos_loc": 0.257675614207983, "loss_mask": 0.31894087698310614, "loss_maskiou": 0.008707440720172599, "loss_sem_seg": 0.43059760611504316, "lr": 0.01, "mask_rcnn/accuracy": 0.8474954981992797, "mask_rcnn/false_negative": 0.11010241870098982, "mask_rcnn/false_positive": 0.15921922350982928, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7428054874762893, "total_loss": 2.0194773806724697} {"data_time": 0.009948479942977428, "eta_seconds": 190912.4079131391, "iteration": 13459, "loss_fcos_cls": 0.3394199295435101, "loss_fcos_ctr": 0.6261399947106838, "loss_fcos_loc": 0.24253212264738977, "loss_mask": 0.30041048349812627, "loss_maskiou": 0.007524999440647662, "loss_sem_seg": 0.3549507587449625, "lr": 0.01, "mask_rcnn/accuracy": 0.8755505200817701, "mask_rcnn/false_negative": 0.11100318012716781, "mask_rcnn/false_positive": 0.1512239788981915, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 45.0, "time": 0.75471599586308, "total_loss": 1.8947964292747201} {"data_time": 0.009944220073521137, "eta_seconds": 190897.52433445863, "iteration": 13479, "loss_fcos_cls": 0.36260898783802986, "loss_fcos_ctr": 0.6299094436690211, "loss_fcos_loc": 0.24636552506126463, "loss_mask": 0.3079514494165778, "loss_maskiou": 0.007421648901072331, "loss_sem_seg": 0.39522820990532637, "lr": 0.01, "mask_rcnn/accuracy": 0.8708358343337335, "mask_rcnn/false_negative": 0.09438769399371556, "mask_rcnn/false_positive": 0.1936725881307468, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.0, "time": 0.7496674153953791, "total_loss": 1.9534843595611164} {"data_time": 0.009997383691370487, "eta_seconds": 190808.58969694003, "iteration": 13499, "loss_fcos_cls": 0.34137605817522854, "loss_fcos_ctr": 0.6298320796340704, "loss_fcos_loc": 0.24876779154874384, "loss_mask": 0.31670706905424595, "loss_maskiou": 0.00813953098258935, "loss_sem_seg": 0.36575179267674685, "lr": 0.01, "mask_rcnn/accuracy": 0.8488772594301854, "mask_rcnn/false_negative": 0.14579870239339338, "mask_rcnn/false_positive": 0.15155507612623925, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.7442254042252898, "total_loss": 1.9076533514016774} {"data_time": 0.009986317716538906, "eta_seconds": 190828.02698235773, "iteration": 13519, "loss_fcos_cls": 0.3452621069736779, "loss_fcos_ctr": 0.6277936417609453, "loss_fcos_loc": 0.24499495653435588, "loss_mask": 0.3137616356834769, "loss_maskiou": 0.008110741211567074, "loss_sem_seg": 0.3727156203240156, "lr": 0.01, "mask_rcnn/accuracy": 0.8510476151469761, "mask_rcnn/false_negative": 0.10093973714200327, "mask_rcnn/false_positive": 0.1755570851907473, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.5, "time": 0.7463698731735349, "total_loss": 1.8926064906991087} {"data_time": 0.010262764059007168, "eta_seconds": 190852.87359841727, "iteration": 13539, "loss_fcos_cls": 0.3517992007546127, "loss_fcos_ctr": 0.6297327456995845, "loss_fcos_loc": 0.24960374226793647, "loss_mask": 0.30387892853468657, "loss_maskiou": 0.007632811524672434, "loss_sem_seg": 0.4702376979403198, "lr": 0.01, "mask_rcnn/accuracy": 0.8809311637276269, "mask_rcnn/false_negative": 0.08994272755468885, "mask_rcnn/false_positive": 0.16050391153834476, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.0, "time": 0.742531574331224, "total_loss": 2.0070489792560693} {"data_time": 0.009591737762093544, "eta_seconds": 190798.26602119766, "iteration": 13559, "loss_fcos_cls": 0.36062556272372603, "loss_fcos_ctr": 0.6311168484389782, "loss_fcos_loc": 0.2593801445327699, "loss_mask": 0.31262389197945595, "loss_maskiou": 0.007633428103872575, "loss_sem_seg": 0.40905702533200383, "lr": 0.01, "mask_rcnn/accuracy": 0.8546134675721831, "mask_rcnn/false_negative": 0.12726425613117967, "mask_rcnn/false_positive": 0.16491865141589113, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7532983301207423, "total_loss": 1.991214439367468} {"data_time": 0.009246205911040306, "eta_seconds": 190749.07847797498, "iteration": 13579, "loss_fcos_cls": 0.3447490946855396, "loss_fcos_ctr": 0.6265608402900398, "loss_fcos_loc": 0.23997535556554794, "loss_mask": 0.30448599718511105, "loss_maskiou": 0.007493643221096136, "loss_sem_seg": 0.400845093652606, "lr": 0.01, "mask_rcnn/accuracy": 0.8470217536167008, "mask_rcnn/false_negative": 0.10692690817789183, "mask_rcnn/false_positive": 0.1732425149560847, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 26.75, "time": 0.7431097626686096, "total_loss": 1.9090112365665846} {"data_time": 0.008959165774285793, "eta_seconds": 190734.20067323372, "iteration": 13599, "loss_fcos_cls": 0.3477653688751161, "loss_fcos_ctr": 0.627924538217485, "loss_fcos_loc": 0.24375959718599916, "loss_mask": 0.305946895852685, "loss_maskiou": 0.008149704604875296, "loss_sem_seg": 0.39697771379724145, "lr": 0.01, "mask_rcnn/accuracy": 0.8596173809912981, "mask_rcnn/false_negative": 0.09488887986904047, "mask_rcnn/false_positive": 0.19512996750560516, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 38.75, "time": 0.7653500912711024, "total_loss": 1.9366310752084246} {"data_time": 0.010250968858599663, "eta_seconds": 190670.7224504631, "iteration": 13619, "loss_fcos_cls": 0.3326172954402864, "loss_fcos_ctr": 0.6286800759844482, "loss_fcos_loc": 0.24556724051944911, "loss_mask": 0.29532223334535956, "loss_maskiou": 0.007457163941580802, "loss_sem_seg": 0.4010484255850315, "lr": 0.01, "mask_rcnn/accuracy": 0.8689816985038478, "mask_rcnn/false_negative": 0.09657644609789895, "mask_rcnn/false_positive": 0.16380158133710293, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.738973019644618, "total_loss": 1.9515078669937793} {"data_time": 0.009791885502636433, "eta_seconds": 190655.84843698703, "iteration": 13639, "loss_fcos_cls": 0.357506831176579, "loss_fcos_ctr": 0.6292722038924694, "loss_fcos_loc": 0.24832758965203539, "loss_mask": 0.3114070314913988, "loss_maskiou": 0.00760582834482193, "loss_sem_seg": 0.4054723815061152, "lr": 0.01, "mask_rcnn/accuracy": 0.8790771534366255, "mask_rcnn/false_negative": 0.09453958340608568, "mask_rcnn/false_positive": 0.1543361339398247, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.75, "time": 0.7354175876826048, "total_loss": 1.9732302426127717} {"data_time": 0.009457585401833057, "eta_seconds": 190562.6911654612, "iteration": 13659, "loss_fcos_cls": 0.36146424105390906, "loss_fcos_ctr": 0.6290206145495176, "loss_fcos_loc": 0.2580525269731879, "loss_mask": 0.3222510330379009, "loss_maskiou": 0.007806281239027157, "loss_sem_seg": 0.45345697877928615, "lr": 0.01, "mask_rcnn/accuracy": 0.8522776305327326, "mask_rcnn/false_negative": 0.10550516228275761, "mask_rcnn/false_positive": 0.19428292912344997, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.7288571242243052, "total_loss": 1.9993655999860493} {"data_time": 0.010778789408504963, "eta_seconds": 190654.6235745428, "iteration": 13679, "loss_fcos_cls": 0.35588257340714335, "loss_fcos_ctr": 0.6304643703624606, "loss_fcos_loc": 0.24428758630529046, "loss_mask": 0.3147706761956215, "loss_maskiou": 0.007644483834155835, "loss_sem_seg": 0.39273800142109394, "lr": 0.01, "mask_rcnn/accuracy": 0.8602803320123229, "mask_rcnn/false_negative": 0.11684467924129557, "mask_rcnn/false_positive": 0.16838053947564227, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.75, "time": 0.7457439890131354, "total_loss": 1.9294647206988884} {"data_time": 0.009779034182429314, "eta_seconds": 190554.03580928687, "iteration": 13699, "loss_fcos_cls": 0.34623979590833187, "loss_fcos_ctr": 0.628418380394578, "loss_fcos_loc": 0.24373178998939693, "loss_mask": 0.31272458378225565, "loss_maskiou": 0.007634547117049806, "loss_sem_seg": 0.4351658867672086, "lr": 0.01, "mask_rcnn/accuracy": 0.8713872283351092, "mask_rcnn/false_negative": 0.10131193039618236, "mask_rcnn/false_positive": 0.1804890091671119, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7318608071655035, "total_loss": 1.9933778310951311} {"data_time": 0.009809191338717937, "eta_seconds": 190539.1662585782, "iteration": 13719, "loss_fcos_cls": 0.36929395934566855, "loss_fcos_ctr": 0.6311816498637199, "loss_fcos_loc": 0.2506357558304444, "loss_mask": 0.3073033271357417, "loss_maskiou": 0.007982885159435682, "loss_sem_seg": 0.3633222375065088, "lr": 0.01, "mask_rcnn/accuracy": 0.8592125007897896, "mask_rcnn/false_negative": 0.10889642042139902, "mask_rcnn/false_positive": 0.1573129341228785, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.7388024004176259, "total_loss": 1.9400530737184454} {"data_time": 0.009822621010243893, "eta_seconds": 190437.26300775167, "iteration": 13739, "loss_fcos_cls": 0.33653012849390507, "loss_fcos_ctr": 0.6264915419742465, "loss_fcos_loc": 0.2444469139445573, "loss_mask": 0.31773294135928154, "loss_maskiou": 0.00784438251866959, "loss_sem_seg": 0.35828359238803387, "lr": 0.01, "mask_rcnn/accuracy": 0.8587569972820719, "mask_rcnn/false_negative": 0.10579686536620138, "mask_rcnn/false_positive": 0.18189171557804212, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 39.0, "time": 0.728319781832397, "total_loss": 1.8817994608252775} {"data_time": 0.010260970331728458, "eta_seconds": 190355.63413515408, "iteration": 13759, "loss_fcos_cls": 0.3626648299396038, "loss_fcos_ctr": 0.633582616224885, "loss_fcos_loc": 0.26172970165498555, "loss_mask": 0.30603719828650355, "loss_maskiou": 0.007741074543446302, "loss_sem_seg": 0.44095421209931374, "lr": 0.01, "mask_rcnn/accuracy": 0.8622770341902994, "mask_rcnn/false_negative": 0.09695449767768774, "mask_rcnn/false_positive": 0.1685734443348033, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.75, "time": 0.7426712438464165, "total_loss": 2.0264638867156464} {"data_time": 0.00939503125846386, "eta_seconds": 190368.12437637057, "iteration": 13779, "loss_fcos_cls": 0.3555492963641882, "loss_fcos_ctr": 0.6292910343036056, "loss_fcos_loc": 0.2538453892339021, "loss_mask": 0.3117871517315507, "loss_maskiou": 0.007978140740306117, "loss_sem_seg": 0.38645217288285494, "lr": 0.01, "mask_rcnn/accuracy": 0.8649772938836551, "mask_rcnn/false_negative": 0.09884241743057144, "mask_rcnn/false_positive": 0.1704382588216788, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.25, "time": 0.7671966627240181, "total_loss": 2.000379904948204} {"data_time": 0.010197073221206665, "eta_seconds": 190447.95444209967, "iteration": 13799, "loss_fcos_cls": 0.37155500799417496, "loss_fcos_ctr": 0.6318336427211761, "loss_fcos_loc": 0.25333085539750755, "loss_mask": 0.3045437391847372, "loss_maskiou": 0.007867430249461904, "loss_sem_seg": 0.3907417762093246, "lr": 0.01, "mask_rcnn/accuracy": 0.8445356585257053, "mask_rcnn/false_negative": 0.11868805241516342, "mask_rcnn/false_positive": 0.1996266294717251, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7416666196659207, "total_loss": 1.944969882722944} {"data_time": 0.009609068743884563, "eta_seconds": 190443.74791960325, "iteration": 13819, "loss_fcos_cls": 0.3551314870128408, "loss_fcos_ctr": 0.6296296464279294, "loss_fcos_loc": 0.23628705902956426, "loss_mask": 0.30152286728844047, "loss_maskiou": 0.007481131149688736, "loss_sem_seg": 0.3745221809367649, "lr": 0.01, "mask_rcnn/accuracy": 0.8597612421592014, "mask_rcnn/false_negative": 0.0955487622831116, "mask_rcnn/false_positive": 0.17281285287065112, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 42.0, "time": 0.7420558733865619, "total_loss": 1.9468703311722493} {"data_time": 0.010261277668178082, "eta_seconds": 190490.4836547682, "iteration": 13839, "loss_fcos_cls": 0.37805968266911805, "loss_fcos_ctr": 0.6306209019385278, "loss_fcos_loc": 0.2618636661209166, "loss_mask": 0.31686211843043566, "loss_maskiou": 0.008015479426831007, "loss_sem_seg": 0.4221916871611029, "lr": 0.01, "mask_rcnn/accuracy": 0.8464896968272404, "mask_rcnn/false_negative": 0.10933218025491373, "mask_rcnn/false_positive": 0.1774558065403632, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.747874847613275, "total_loss": 1.9943090103333816} {"data_time": 0.009743252769112587, "eta_seconds": 190414.01210813876, "iteration": 13859, "loss_fcos_cls": 0.3588586717378348, "loss_fcos_ctr": 0.629512251354754, "loss_fcos_loc": 0.2551661883480847, "loss_mask": 0.3268939992412925, "loss_maskiou": 0.007756696519209072, "loss_sem_seg": 0.4384393831714988, "lr": 0.01, "mask_rcnn/accuracy": 0.8715445669008344, "mask_rcnn/false_negative": 0.14596194807521676, "mask_rcnn/false_positive": 0.10640504930930827, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.7406717045232654, "total_loss": 2.0061922240711283} {"data_time": 0.009362543001770973, "eta_seconds": 190399.14420240652, "iteration": 13879, "loss_fcos_cls": 0.3609838057309389, "loss_fcos_ctr": 0.6314917635172606, "loss_fcos_loc": 0.2662891901563853, "loss_mask": 0.3228343576192856, "loss_maskiou": 0.008219356095651165, "loss_sem_seg": 0.41126612201333046, "lr": 0.01, "mask_rcnn/accuracy": 0.8658639293037789, "mask_rcnn/false_negative": 0.09241485812559451, "mask_rcnn/false_positive": 0.16642904043856172, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.0, "time": 0.7354177813977003, "total_loss": 1.992273954441771} {"data_time": 0.010632121935486794, "eta_seconds": 190405.34030220006, "iteration": 13899, "loss_fcos_cls": 0.35764284152537584, "loss_fcos_ctr": 0.6304686442017555, "loss_fcos_loc": 0.24657694809138775, "loss_mask": 0.32473378721624613, "loss_maskiou": 0.008445272440440021, "loss_sem_seg": 0.40600052289664745, "lr": 0.01, "mask_rcnn/accuracy": 0.8507667655162752, "mask_rcnn/false_negative": 0.13304120705890532, "mask_rcnn/false_positive": 0.17503529639521423, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7515109432861209, "total_loss": 1.978312554434524} {"data_time": 0.009141819551587105, "eta_seconds": 190453.17297480442, "iteration": 13919, "loss_fcos_cls": 0.35674661211669445, "loss_fcos_ctr": 0.6255089538171887, "loss_fcos_loc": 0.23768579005263746, "loss_mask": 0.30408474151045084, "loss_maskiou": 0.007898747571744025, "loss_sem_seg": 0.40798412077128887, "lr": 0.01, "mask_rcnn/accuracy": 0.8658460687819041, "mask_rcnn/false_negative": 0.09377576070287413, "mask_rcnn/false_positive": 0.17228981762225606, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 38.75, "time": 0.7494389163330197, "total_loss": 1.9458485363356886} {"data_time": 0.009575382806360722, "eta_seconds": 190454.91668457072, "iteration": 13939, "loss_fcos_cls": 0.3541520463768393, "loss_fcos_ctr": 0.6321260603144765, "loss_fcos_loc": 0.25204720813781023, "loss_mask": 0.30454282835125923, "loss_maskiou": 0.008251526465755887, "loss_sem_seg": 0.39430095721036196, "lr": 0.01, "mask_rcnn/accuracy": 0.8599944693672237, "mask_rcnn/false_negative": 0.12771820241861298, "mask_rcnn/false_positive": 0.15440926536920288, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.5, "time": 0.7510814527049661, "total_loss": 1.9750550339522306} {"data_time": 0.010287112556397915, "eta_seconds": 190583.94315715134, "iteration": 13959, "loss_fcos_cls": 0.3580644382163882, "loss_fcos_ctr": 0.6326621547341347, "loss_fcos_loc": 0.26396413845941424, "loss_mask": 0.3307102667167783, "loss_maskiou": 0.009078302085981704, "loss_sem_seg": 0.40977832581847906, "lr": 0.01, "mask_rcnn/accuracy": 0.8587356236313096, "mask_rcnn/false_negative": 0.11088276127811178, "mask_rcnn/false_positive": 0.16714617179396568, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.7472339058294892, "total_loss": 2.013433152998914} {"data_time": 0.009724251925945282, "eta_seconds": 190573.61105456483, "iteration": 13979, "loss_fcos_cls": 0.3544802487595007, "loss_fcos_ctr": 0.6314086150377989, "loss_fcos_loc": 0.25507467915304005, "loss_mask": 0.31137789972126484, "loss_maskiou": 0.007994574902113527, "loss_sem_seg": 0.4060877738520503, "lr": 0.01, "mask_rcnn/accuracy": 0.8534679256920432, "mask_rcnn/false_negative": 0.12174918506704199, "mask_rcnn/false_positive": 0.18159329684503123, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.5, "time": 0.7386426394805312, "total_loss": 1.9645446035719942} {"data_time": 0.009508894756436348, "eta_seconds": 190620.46196781378, "iteration": 13999, "loss_fcos_cls": 0.3846013101283461, "loss_fcos_ctr": 0.6289402693510056, "loss_fcos_loc": 0.24849215778522193, "loss_mask": 0.31526201125234365, "loss_maskiou": 0.007665855075174477, "loss_sem_seg": 0.41639206279069185, "lr": 0.01, "mask_rcnn/accuracy": 0.8530060563444177, "mask_rcnn/false_negative": 0.13372177652760142, "mask_rcnn/false_positive": 0.16003339971228342, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 44.75, "time": 0.7435044012963772, "total_loss": 2.036064655680093} {"data_time": 0.009576752781867981, "eta_seconds": 190566.6808965979, "iteration": 14019, "loss_fcos_cls": 0.3593936094548553, "loss_fcos_ctr": 0.6291775098070502, "loss_fcos_loc": 0.2516019135946408, "loss_mask": 0.30032563488930464, "loss_maskiou": 0.007397799374302849, "loss_sem_seg": 0.45616136537864804, "lr": 0.01, "mask_rcnn/accuracy": 0.8644277050442819, "mask_rcnn/false_negative": 0.10995634977536836, "mask_rcnn/false_positive": 0.15896538937573645, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.0, "time": 0.71827841270715, "total_loss": 2.004671992996009} {"data_time": 0.009198026731610298, "eta_seconds": 190590.67763697635, "iteration": 14039, "loss_fcos_cls": 0.354217647574842, "loss_fcos_ctr": 0.6268495069816709, "loss_fcos_loc": 0.2488233926706016, "loss_mask": 0.30958421994000673, "loss_maskiou": 0.007328667234105524, "loss_sem_seg": 0.37198649905622005, "lr": 0.01, "mask_rcnn/accuracy": 0.8733491649765497, "mask_rcnn/false_negative": 0.10957054607870692, "mask_rcnn/false_positive": 0.16235155565570564, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.75, "time": 0.7477231882512569, "total_loss": 1.9464517653832445} {"data_time": 0.009613837115466595, "eta_seconds": 190711.16576436907, "iteration": 14059, "loss_fcos_cls": 0.35656124260276556, "loss_fcos_ctr": 0.6319552566856146, "loss_fcos_loc": 0.25523923110449687, "loss_mask": 0.30554690957069397, "loss_maskiou": 0.007119811212760396, "loss_sem_seg": 0.41262884344905615, "lr": 0.01, "mask_rcnn/accuracy": 0.8578921609852732, "mask_rcnn/false_negative": 0.11547327292668283, "mask_rcnn/false_positive": 0.14942549989508463, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.0, "time": 0.7486164625734091, "total_loss": 1.959108801864204} {"data_time": 0.009558744728565216, "eta_seconds": 190691.5282964101, "iteration": 14079, "loss_fcos_cls": 0.3535603533964604, "loss_fcos_ctr": 0.6311524156481028, "loss_fcos_loc": 0.25164544698782265, "loss_mask": 0.31045967899262905, "loss_maskiou": 0.008062207838520408, "loss_sem_seg": 0.3801918150857091, "lr": 0.01, "mask_rcnn/accuracy": 0.8551847866665223, "mask_rcnn/false_negative": 0.09296076130161535, "mask_rcnn/false_positive": 0.18661452775470583, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.5, "time": 0.7246163208037615, "total_loss": 1.9475826933339704} {"data_time": 0.009171273559331894, "eta_seconds": 190507.12438860815, "iteration": 14099, "loss_fcos_cls": 0.35587746277451515, "loss_fcos_ctr": 0.630398977547884, "loss_fcos_loc": 0.2580348076298833, "loss_mask": 0.32044640369713306, "loss_maskiou": 0.0076594382408075035, "loss_sem_seg": 0.402762153185904, "lr": 0.01, "mask_rcnn/accuracy": 0.8652077749500979, "mask_rcnn/false_negative": 0.11352092297764718, "mask_rcnn/false_positive": 0.16557770652768627, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.25, "time": 0.7417766321450472, "total_loss": 2.0033709682902554} {"data_time": 0.00991269014775753, "eta_seconds": 190454.69059025124, "iteration": 14119, "loss_fcos_cls": 0.3528594910749234, "loss_fcos_ctr": 0.6288577066734433, "loss_fcos_loc": 0.2530474620871246, "loss_mask": 0.3113761218264699, "loss_maskiou": 0.008199838252039626, "loss_sem_seg": 0.4075259454548359, "lr": 0.01, "mask_rcnn/accuracy": 0.8700976902388863, "mask_rcnn/false_negative": 0.07655072923739914, "mask_rcnn/false_positive": 0.16809220392598734, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 40.25, "time": 0.7263417253270745, "total_loss": 1.9555590354502783} {"data_time": 0.00944332405924797, "eta_seconds": 190449.9602803141, "iteration": 14139, "loss_fcos_cls": 0.3576761302538216, "loss_fcos_ctr": 0.6301103658042848, "loss_fcos_loc": 0.2544042249210179, "loss_mask": 0.30857573077082634, "loss_maskiou": 0.007918939023511484, "loss_sem_seg": 0.4098428338766098, "lr": 0.01, "mask_rcnn/accuracy": 0.859734149670215, "mask_rcnn/false_negative": 0.10648739810644337, "mask_rcnn/false_positive": 0.20031022566477436, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7456706026569009, "total_loss": 1.9566213301441167} {"data_time": 0.009800445288419724, "eta_seconds": 190424.91820533946, "iteration": 14159, "loss_fcos_cls": 0.3686971184797585, "loss_fcos_ctr": 0.629612579010427, "loss_fcos_loc": 0.2459357618354261, "loss_mask": 0.321042669005692, "loss_maskiou": 0.00795114558422938, "loss_sem_seg": 0.4256085827946663, "lr": 0.01, "mask_rcnn/accuracy": 0.8611723098330242, "mask_rcnn/false_negative": 0.0993418322865797, "mask_rcnn/false_positive": 0.2040084173055004, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7321325372904539, "total_loss": 1.9820501362846699} {"data_time": 0.009694753214716911, "eta_seconds": 190402.8013068093, "iteration": 14179, "loss_fcos_cls": 0.36704436549916863, "loss_fcos_ctr": 0.6274674949236214, "loss_fcos_loc": 0.2500299544772133, "loss_mask": 0.31282462552189827, "loss_maskiou": 0.00886100264324341, "loss_sem_seg": 0.369646112434566, "lr": 0.01, "mask_rcnn/accuracy": 0.8554785319925071, "mask_rcnn/false_negative": 0.10437117722591549, "mask_rcnn/false_positive": 0.18498611896216385, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 46.75, "time": 0.7678470220416784, "total_loss": 1.9813182763173245} {"data_time": 0.009878629818558693, "eta_seconds": 190395.85980546568, "iteration": 14199, "loss_fcos_cls": 0.36143047781661153, "loss_fcos_ctr": 0.6313119223341346, "loss_fcos_loc": 0.2506420637946576, "loss_mask": 0.30621095187962055, "loss_maskiou": 0.0076183047640370205, "loss_sem_seg": 0.4098625550977886, "lr": 0.01, "mask_rcnn/accuracy": 0.8529814521943855, "mask_rcnn/false_negative": 0.10596089615939791, "mask_rcnn/false_positive": 0.1786614571764374, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 41.25, "time": 0.7546809734776616, "total_loss": 1.9631451126915636} {"data_time": 0.010067482478916645, "eta_seconds": 190342.31060980447, "iteration": 14219, "loss_fcos_cls": 0.3260720926336944, "loss_fcos_ctr": 0.6316269719973207, "loss_fcos_loc": 0.24645462725311518, "loss_mask": 0.3023178270086646, "loss_maskiou": 0.00811905054433737, "loss_sem_seg": 0.39063134510070086, "lr": 0.01, "mask_rcnn/accuracy": 0.8655585175153369, "mask_rcnn/false_negative": 0.12732744942147953, "mask_rcnn/false_positive": 0.17500294642188247, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.734278991818428, "total_loss": 1.9265271218318958} {"data_time": 0.010069837793707848, "eta_seconds": 190231.7804982504, "iteration": 14239, "loss_fcos_cls": 0.34217923041433096, "loss_fcos_ctr": 0.6295228833332658, "loss_fcos_loc": 0.24791693268343806, "loss_mask": 0.30540919955819845, "loss_maskiou": 0.007542932595242746, "loss_sem_seg": 0.40030844788998365, "lr": 0.01, "mask_rcnn/accuracy": 0.876862168165051, "mask_rcnn/false_negative": 0.11194800279663897, "mask_rcnn/false_positive": 0.14709104999148184, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 39.25, "time": 0.7437005182728171, "total_loss": 1.9443982672528364} {"data_time": 0.009377354755997658, "eta_seconds": 190202.10965084005, "iteration": 14259, "loss_fcos_cls": 0.34813842130824924, "loss_fcos_ctr": 0.6307282438501716, "loss_fcos_loc": 0.25555221107788384, "loss_mask": 0.31853519938886166, "loss_maskiou": 0.007338372233789414, "loss_sem_seg": 0.4057010570541024, "lr": 0.01, "mask_rcnn/accuracy": 0.8648014250881075, "mask_rcnn/false_negative": 0.11192107610232276, "mask_rcnn/false_positive": 0.14844164213945701, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7509761592373252, "total_loss": 1.957805119731347} {"data_time": 0.010206412523984909, "eta_seconds": 190297.66093435325, "iteration": 14279, "loss_fcos_cls": 0.35202879272401333, "loss_fcos_ctr": 0.6323853051289916, "loss_fcos_loc": 0.25576438079588115, "loss_mask": 0.3180310130119324, "loss_maskiou": 0.007905901147751138, "loss_sem_seg": 0.40035110153257847, "lr": 0.01, "mask_rcnn/accuracy": 0.867096742543171, "mask_rcnn/false_negative": 0.10425931515898527, "mask_rcnn/false_positive": 0.16148647302575533, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.5, "time": 0.7499102158471942, "total_loss": 1.951344665572833} {"data_time": 0.009771216660737991, "eta_seconds": 190305.5603357358, "iteration": 14299, "loss_fcos_cls": 0.35252759931609035, "loss_fcos_ctr": 0.6284406380727887, "loss_fcos_loc": 0.24709336482919753, "loss_mask": 0.310859901830554, "loss_maskiou": 0.007235159864649177, "loss_sem_seg": 0.43650330882519484, "lr": 0.01, "mask_rcnn/accuracy": 0.87567843947924, "mask_rcnn/false_negative": 0.10729142197764127, "mask_rcnn/false_positive": 0.14385316479522559, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7399479560554028, "total_loss": 1.9674096147646196} {"data_time": 0.009974971413612366, "eta_seconds": 190267.89448405243, "iteration": 14319, "loss_fcos_cls": 0.3626495588105172, "loss_fcos_ctr": 0.6267129126936197, "loss_fcos_loc": 0.23316465108655393, "loss_mask": 0.30446092784404755, "loss_maskiou": 0.007477551203919575, "loss_sem_seg": 0.4840346425771713, "lr": 0.01, "mask_rcnn/accuracy": 0.8616904078704652, "mask_rcnn/false_negative": 0.11394628169793203, "mask_rcnn/false_positive": 0.15650796231696396, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 40.0, "time": 0.7401390243321657, "total_loss": 2.0107427235489013} {"data_time": 0.010500723496079445, "eta_seconds": 190201.31984214205, "iteration": 14339, "loss_fcos_cls": 0.3592710420489311, "loss_fcos_ctr": 0.6305556679144502, "loss_fcos_loc": 0.2529548981692642, "loss_mask": 0.3138450924307108, "loss_maskiou": 0.008116841519949958, "loss_sem_seg": 0.39473525527864695, "lr": 0.01, "mask_rcnn/accuracy": 0.869393874974232, "mask_rcnn/false_negative": 0.09253280433734101, "mask_rcnn/false_positive": 0.1570307854370087, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.0, "time": 0.7502293465659022, "total_loss": 1.9611163264053175} {"data_time": 0.009330316446721554, "eta_seconds": 190113.45308170374, "iteration": 14359, "loss_fcos_cls": 0.3361769593320787, "loss_fcos_ctr": 0.6264550699852407, "loss_fcos_loc": 0.2482633045874536, "loss_mask": 0.31435628049075603, "loss_maskiou": 0.008092046657111496, "loss_sem_seg": 0.4457181338220835, "lr": 0.01, "mask_rcnn/accuracy": 0.8706674772480587, "mask_rcnn/false_negative": 0.11595001110703199, "mask_rcnn/false_positive": 0.16134797073438706, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.75, "time": 0.7266597021371126, "total_loss": 1.9640608671325026} {"data_time": 0.009306504391133785, "eta_seconds": 190075.59628054965, "iteration": 14379, "loss_fcos_cls": 0.3404917484149337, "loss_fcos_ctr": 0.6283234250731766, "loss_fcos_loc": 0.23292119964025915, "loss_mask": 0.2994822049513459, "loss_maskiou": 0.007591915622469969, "loss_sem_seg": 0.4133267421275377, "lr": 0.01, "mask_rcnn/accuracy": 0.8863471923857262, "mask_rcnn/false_negative": 0.08114979806583972, "mask_rcnn/false_positive": 0.15718370391423858, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.75, "time": 0.7258973307907581, "total_loss": 1.906545596109936} {"data_time": 0.009930822998285294, "eta_seconds": 190050.77757637855, "iteration": 14399, "loss_fcos_cls": 0.3329190374352038, "loss_fcos_ctr": 0.6295685712248087, "loss_fcos_loc": 0.24609341844916344, "loss_mask": 0.32856942247599363, "loss_maskiou": 0.008207327598938718, "loss_sem_seg": 0.3898062380030751, "lr": 0.01, "mask_rcnn/accuracy": 0.8515318446219067, "mask_rcnn/false_negative": 0.10772044993462912, "mask_rcnn/false_positive": 0.1763335897302962, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.5, "time": 0.7410038504749537, "total_loss": 1.9503500327919028} {"data_time": 0.009365950711071491, "eta_seconds": 190070.81925262976, "iteration": 14419, "loss_fcos_cls": 0.33078321209177375, "loss_fcos_ctr": 0.6262094620615244, "loss_fcos_loc": 0.23886059899814427, "loss_mask": 0.3138278257101774, "loss_maskiou": 0.00812870437221136, "loss_sem_seg": 0.3896721312776208, "lr": 0.01, "mask_rcnn/accuracy": 0.8793163044438554, "mask_rcnn/false_negative": 0.06813972098681717, "mask_rcnn/false_positive": 0.1904364414453128, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.758090402930975, "total_loss": 1.926075919313007} {"data_time": 0.009131424129009247, "eta_seconds": 190051.75951082725, "iteration": 14439, "loss_fcos_cls": 0.33483280683867633, "loss_fcos_ctr": 0.6292956685647368, "loss_fcos_loc": 0.2477400442585349, "loss_mask": 0.3340489165857434, "loss_maskiou": 0.008431519818259403, "loss_sem_seg": 0.3813077136874199, "lr": 0.01, "mask_rcnn/accuracy": 0.850969245789069, "mask_rcnn/false_negative": 0.10864662862021554, "mask_rcnn/false_positive": 0.20681879401049702, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.5, "time": 0.7302480805665255, "total_loss": 1.9658042235969333} {"data_time": 0.009904436767101288, "eta_seconds": 190036.88621173147, "iteration": 14459, "loss_fcos_cls": 0.3442724831402302, "loss_fcos_ctr": 0.6280107600614429, "loss_fcos_loc": 0.24244927428662777, "loss_mask": 0.308089972473681, "loss_maskiou": 0.007955607550684363, "loss_sem_seg": 0.378979962086305, "lr": 0.01, "mask_rcnn/accuracy": 0.8685526921612019, "mask_rcnn/false_negative": 0.10204529561150175, "mask_rcnn/false_positive": 0.17997058731923932, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 29.25, "time": 0.7507288884371519, "total_loss": 1.9523793631524313} {"data_time": 0.009562086313962936, "eta_seconds": 189971.49540160038, "iteration": 14479, "loss_fcos_cls": 0.36514026764780283, "loss_fcos_ctr": 0.6292263781651855, "loss_fcos_loc": 0.2509251453448087, "loss_mask": 0.31645729672163725, "loss_maskiou": 0.008656154852360487, "loss_sem_seg": 0.37714086938649416, "lr": 0.01, "mask_rcnn/accuracy": 0.8518853203344029, "mask_rcnn/false_negative": 0.1003495079904811, "mask_rcnn/false_positive": 0.2199476070198718, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.5, "time": 0.7359801940619946, "total_loss": 1.978373628560803} {"data_time": 0.009639332070946693, "eta_seconds": 189956.6260565836, "iteration": 14499, "loss_fcos_cls": 0.334375673905015, "loss_fcos_ctr": 0.628334803506732, "loss_fcos_loc": 0.25255110999569297, "loss_mask": 0.29410100635141134, "loss_maskiou": 0.007106663833837956, "loss_sem_seg": 0.4124042298644781, "lr": 0.01, "mask_rcnn/accuracy": 0.8601349224754837, "mask_rcnn/false_negative": 0.11150775418915335, "mask_rcnn/false_positive": 0.17771717366871181, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 40.5, "time": 0.746103199198842, "total_loss": 1.9580365275469376} {"data_time": 0.009982013143599033, "eta_seconds": 189961.55220828857, "iteration": 14519, "loss_fcos_cls": 0.3642276180908084, "loss_fcos_ctr": 0.6302819401025772, "loss_fcos_loc": 0.24458612175658345, "loss_mask": 0.3170733628794551, "loss_maskiou": 0.00817683243076317, "loss_sem_seg": 0.4150669788941741, "lr": 0.01, "mask_rcnn/accuracy": 0.8538757395010905, "mask_rcnn/false_negative": 0.09943030226320695, "mask_rcnn/false_positive": 0.17869332112375846, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.25, "time": 0.7450033845379949, "total_loss": 1.9875124659592984} {"data_time": 0.010205698199570179, "eta_seconds": 189946.6813136069, "iteration": 14539, "loss_fcos_cls": 0.34775035874918103, "loss_fcos_ctr": 0.6273727724328637, "loss_fcos_loc": 0.24923777976073325, "loss_mask": 0.3104589879512787, "loss_maskiou": 0.007309430060558952, "loss_sem_seg": 0.4193421322852373, "lr": 0.01, "mask_rcnn/accuracy": 0.8538988928078051, "mask_rcnn/false_negative": 0.10080999781928496, "mask_rcnn/false_positive": 0.18448980626244998, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7337107872590423, "total_loss": 1.9939948594255839} {"data_time": 0.009439453482627869, "eta_seconds": 189825.80474887602, "iteration": 14559, "loss_fcos_cls": 0.3614322915673256, "loss_fcos_ctr": 0.6322616180405021, "loss_fcos_loc": 0.2562637752853334, "loss_mask": 0.3244528938084841, "loss_maskiou": 0.00846768689370947, "loss_sem_seg": 0.4222337221726775, "lr": 0.01, "mask_rcnn/accuracy": 0.8477891156462585, "mask_rcnn/false_negative": 0.12047951260370228, "mask_rcnn/false_positive": 0.17882163755117275, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7385962884873152, "total_loss": 1.973575850664929} {"data_time": 0.009829307906329632, "eta_seconds": 189748.94318499975, "iteration": 14579, "loss_fcos_cls": 0.35775967966765165, "loss_fcos_ctr": 0.631170716136694, "loss_fcos_loc": 0.2543012471869588, "loss_mask": 0.30563897732645273, "loss_maskiou": 0.007374445383902639, "loss_sem_seg": 0.40869241999462247, "lr": 0.01, "mask_rcnn/accuracy": 0.8519319452278824, "mask_rcnn/false_negative": 0.09966787083871032, "mask_rcnn/false_positive": 0.19603600640097835, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7322683464735746, "total_loss": 1.9466977257179678} {"data_time": 0.010008713230490685, "eta_seconds": 189655.744828376, "iteration": 14599, "loss_fcos_cls": 0.33176505961455405, "loss_fcos_ctr": 0.6290668649598956, "loss_fcos_loc": 0.24537012225482613, "loss_mask": 0.2983982665464282, "loss_maskiou": 0.008067366463365033, "loss_sem_seg": 0.3764624251052737, "lr": 0.01, "mask_rcnn/accuracy": 0.847573316840734, "mask_rcnn/false_negative": 0.11065112000761307, "mask_rcnn/false_positive": 0.1846717509456804, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 42.75, "time": 0.7431989721953869, "total_loss": 1.9064521785476245} {"data_time": 0.009326491504907608, "eta_seconds": 189683.3116461765, "iteration": 14619, "loss_fcos_cls": 0.3609597149770707, "loss_fcos_ctr": 0.6288807336241007, "loss_fcos_loc": 0.24537061201408505, "loss_mask": 0.3070340175181627, "loss_maskiou": 0.0077658842274104245, "loss_sem_seg": 0.441168419085443, "lr": 0.01, "mask_rcnn/accuracy": 0.8703414888682746, "mask_rcnn/false_negative": 0.09144265048586087, "mask_rcnn/false_positive": 0.18078805949674676, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.25, "time": 0.7477780133485794, "total_loss": 1.987025416608958} {"data_time": 0.01046775933355093, "eta_seconds": 189704.60398264043, "iteration": 14639, "loss_fcos_cls": 0.3428729376755655, "loss_fcos_ctr": 0.6286359000951052, "loss_fcos_loc": 0.23856948968023062, "loss_mask": 0.30431648902595043, "loss_maskiou": 0.0073609898099675775, "loss_sem_seg": 0.3601461495272815, "lr": 0.01, "mask_rcnn/accuracy": 0.8702612948961829, "mask_rcnn/false_negative": 0.10073042118730019, "mask_rcnn/false_positive": 0.17292039327451414, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7465527355670929, "total_loss": 1.9139726082066773} {"data_time": 0.009464900940656662, "eta_seconds": 189763.86214439292, "iteration": 14659, "loss_fcos_cls": 0.34340426675044, "loss_fcos_ctr": 0.6288911066949368, "loss_fcos_loc": 0.23950955900363624, "loss_mask": 0.2952631311491132, "loss_maskiou": 0.007307255349587649, "loss_sem_seg": 0.3899078778922558, "lr": 0.01, "mask_rcnn/accuracy": 0.8550518508374223, "mask_rcnn/false_negative": 0.08279597654903406, "mask_rcnn/false_positive": 0.17355523092598996, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.0, "time": 0.7647225018590689, "total_loss": 1.9462107860599644} {"data_time": 0.01058943010866642, "eta_seconds": 189681.49416649528, "iteration": 14679, "loss_fcos_cls": 0.3505903435871005, "loss_fcos_ctr": 0.6303024282678962, "loss_fcos_loc": 0.24962323438376188, "loss_mask": 0.30415997188538313, "loss_maskiou": 0.007649155188119039, "loss_sem_seg": 0.40050252340734005, "lr": 0.01, "mask_rcnn/accuracy": 0.8749581872086308, "mask_rcnn/false_negative": 0.10125112175882202, "mask_rcnn/false_positive": 0.13569752931645218, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 32.5, "time": 0.7330865627154708, "total_loss": 1.9333376872818917} {"data_time": 0.010175634175539017, "eta_seconds": 189659.20232474245, "iteration": 14699, "loss_fcos_cls": 0.3517185994423926, "loss_fcos_ctr": 0.6269779857248068, "loss_fcos_loc": 0.23901020409539342, "loss_mask": 0.2986075980588794, "loss_maskiou": 0.007981000278959982, "loss_sem_seg": 0.3927132496610284, "lr": 0.01, "mask_rcnn/accuracy": 0.8389101159412211, "mask_rcnn/false_negative": 0.1173423661343552, "mask_rcnn/false_positive": 0.19157044922891836, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 38.25, "time": 0.7370985336601734, "total_loss": 1.9356339574296726} {"data_time": 0.009675239212810993, "eta_seconds": 189680.93134276755, "iteration": 14719, "loss_fcos_cls": 0.3630030951462686, "loss_fcos_ctr": 0.6276512574404478, "loss_fcos_loc": 0.24173983349464834, "loss_mask": 0.3173308614641428, "loss_maskiou": 0.008170301443897188, "loss_sem_seg": 0.3822545404545963, "lr": 0.01, "mask_rcnn/accuracy": 0.8456824884209002, "mask_rcnn/false_negative": 0.11721532972991439, "mask_rcnn/false_positive": 0.20154081418124953, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.5, "time": 0.7553667286410928, "total_loss": 1.9401592864378472} {"data_time": 0.009850546717643738, "eta_seconds": 189704.40788921434, "iteration": 14739, "loss_fcos_cls": 0.3638480044901371, "loss_fcos_ctr": 0.6275499290786684, "loss_fcos_loc": 0.250764176947996, "loss_mask": 0.31388031877577305, "loss_maskiou": 0.008275495623820461, "loss_sem_seg": 0.4073620322160423, "lr": 0.01, "mask_rcnn/accuracy": 0.8650072428692439, "mask_rcnn/false_negative": 0.10578533217347134, "mask_rcnn/false_positive": 0.19840214909063694, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.5, "time": 0.7459082817658782, "total_loss": 1.958216078041005} {"data_time": 0.010180574841797352, "eta_seconds": 189622.06106254645, "iteration": 14759, "loss_fcos_cls": 0.34934737300500274, "loss_fcos_ctr": 0.6284903595224023, "loss_fcos_loc": 0.2468371553113684, "loss_mask": 0.29234575387090445, "loss_maskiou": 0.006992979106144048, "loss_sem_seg": 0.395115306135267, "lr": 0.01, "mask_rcnn/accuracy": 0.8884571490539536, "mask_rcnn/false_negative": 0.07885161229865317, "mask_rcnn/false_positive": 0.13894332506882268, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7336188349872828, "total_loss": 1.9533880854432937} {"data_time": 0.009591351263225079, "eta_seconds": 189537.76503205858, "iteration": 14779, "loss_fcos_cls": 0.3550114589743316, "loss_fcos_ctr": 0.6275703925639391, "loss_fcos_loc": 0.24645772064104676, "loss_mask": 0.3085754457861185, "loss_maskiou": 0.007720219742623158, "loss_sem_seg": 0.3477557224687189, "lr": 0.01, "mask_rcnn/accuracy": 0.851583650631329, "mask_rcnn/false_negative": 0.11463833885186961, "mask_rcnn/false_positive": 0.1780042806792277, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.75, "time": 0.7318871403113008, "total_loss": 1.895695039187558} {"data_time": 0.010142089799046516, "eta_seconds": 189522.9121974539, "iteration": 14799, "loss_fcos_cls": 0.3485366585664451, "loss_fcos_ctr": 0.6277558831498027, "loss_fcos_loc": 0.23690842150244862, "loss_mask": 0.3088636565953493, "loss_maskiou": 0.007817436548066325, "loss_sem_seg": 0.36875961627811193, "lr": 0.01, "mask_rcnn/accuracy": 0.8614032184838556, "mask_rcnn/false_negative": 0.10981181319474653, "mask_rcnn/false_positive": 0.16722427403990936, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7419272009283304, "total_loss": 1.9294465367129305} {"data_time": 0.009444263763725758, "eta_seconds": 189577.48623458482, "iteration": 14819, "loss_fcos_cls": 0.3443673539441079, "loss_fcos_ctr": 0.6318450020626187, "loss_fcos_loc": 0.249436579993926, "loss_mask": 0.3036782769486308, "loss_maskiou": 0.007191720811533742, "loss_sem_seg": 0.35041380813345313, "lr": 0.01, "mask_rcnn/accuracy": 0.8676417935595291, "mask_rcnn/false_negative": 0.09795524200521902, "mask_rcnn/false_positive": 0.18734508521571916, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7547769472002983, "total_loss": 1.8751464611123083} {"data_time": 0.009826614521443844, "eta_seconds": 189555.19846919365, "iteration": 14839, "loss_fcos_cls": 0.33259475883096457, "loss_fcos_ctr": 0.627792133949697, "loss_fcos_loc": 0.23710386897437274, "loss_mask": 0.2966483160853386, "loss_maskiou": 0.007265971595188603, "loss_sem_seg": 0.41249691881239414, "lr": 0.01, "mask_rcnn/accuracy": 0.8771738465616017, "mask_rcnn/false_negative": 0.0992739000527114, "mask_rcnn/false_positive": 0.14911393228322786, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.0, "time": 0.7380841560661793, "total_loss": 1.9103766176704085} {"data_time": 0.010065999813377857, "eta_seconds": 189469.6425967533, "iteration": 14859, "loss_fcos_cls": 0.34594296431168914, "loss_fcos_ctr": 0.6286284308880568, "loss_fcos_loc": 0.2391941345995292, "loss_mask": 0.3072088612243533, "loss_maskiou": 0.0074926334782503545, "loss_sem_seg": 0.3772043101489544, "lr": 0.01, "mask_rcnn/accuracy": 0.8730186995948658, "mask_rcnn/false_negative": 0.10781135491905458, "mask_rcnn/false_positive": 0.15171976851065724, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.0, "time": 0.7268991507589817, "total_loss": 1.9214781342598144} {"data_time": 0.010179261676967144, "eta_seconds": 189447.46690184157, "iteration": 14879, "loss_fcos_cls": 0.34908005222678185, "loss_fcos_ctr": 0.6300589209422469, "loss_fcos_loc": 0.24651031661778688, "loss_mask": 0.31906375475227833, "loss_maskiou": 0.008290986326755956, "loss_sem_seg": 0.4222700404934585, "lr": 0.01, "mask_rcnn/accuracy": 0.8794225407646167, "mask_rcnn/false_negative": 0.08868795032491894, "mask_rcnn/false_positive": 0.19413016086268156, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.734179656021297, "total_loss": 1.972251777187921} {"data_time": 0.009599469602108002, "eta_seconds": 189369.62800220028, "iteration": 14899, "loss_fcos_cls": 0.344063789350912, "loss_fcos_ctr": 0.6282361410558224, "loss_fcos_loc": 0.25025107921101153, "loss_mask": 0.3179681356996298, "loss_maskiou": 0.007769789037411101, "loss_sem_seg": 0.4122077440842986, "lr": 0.01, "mask_rcnn/accuracy": 0.8778302000072875, "mask_rcnn/false_negative": 0.10173324013553114, "mask_rcnn/false_positive": 0.15214633667227756, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7560503343120217, "total_loss": 1.9221530737850117} {"data_time": 0.009436671622097492, "eta_seconds": 189270.07054479886, "iteration": 14919, "loss_fcos_cls": 0.338559131603688, "loss_fcos_ctr": 0.6309181936085224, "loss_fcos_loc": 0.25536991632543504, "loss_mask": 0.31483739148825407, "loss_maskiou": 0.007771586606395431, "loss_sem_seg": 0.3808186911046505, "lr": 0.01, "mask_rcnn/accuracy": 0.8496979835385807, "mask_rcnn/false_negative": 0.1311432640635, "mask_rcnn/false_positive": 0.16609771835290857, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.25, "time": 0.7355426764115691, "total_loss": 1.9384498284489382} {"data_time": 0.009173366241157055, "eta_seconds": 189183.9264695244, "iteration": 14939, "loss_fcos_cls": 0.3446828960441053, "loss_fcos_ctr": 0.6282606646418571, "loss_fcos_loc": 0.24359503178857267, "loss_mask": 0.31240796856582165, "loss_maskiou": 0.007551192655228078, "loss_sem_seg": 0.32938460167497396, "lr": 0.01, "mask_rcnn/accuracy": 0.8827030288790157, "mask_rcnn/false_negative": 0.11725527335617328, "mask_rcnn/false_positive": 0.11527659301047502, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.75, "time": 0.727165212854743, "total_loss": 1.8744765645387815} {"data_time": 0.009884616360068321, "eta_seconds": 189097.3691185657, "iteration": 14959, "loss_fcos_cls": 0.3470020741224289, "loss_fcos_ctr": 0.6289383564144373, "loss_fcos_loc": 0.24595340911764652, "loss_mask": 0.3134157685562968, "loss_maskiou": 0.007491398369893432, "loss_sem_seg": 0.3588112769648433, "lr": 0.01, "mask_rcnn/accuracy": 0.8842160178036768, "mask_rcnn/false_negative": 0.10666541930489443, "mask_rcnn/false_positive": 0.12972469590844143, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.0, "time": 0.7463530646637082, "total_loss": 1.9276689037797041} {"data_time": 0.009576762095093727, "eta_seconds": 189082.54033659585, "iteration": 14979, "loss_fcos_cls": 0.35895815305411816, "loss_fcos_ctr": 0.6290451623499393, "loss_fcos_loc": 0.2417958015576005, "loss_mask": 0.30610681883990765, "loss_maskiou": 0.008030797922401689, "loss_sem_seg": 0.39430366177111864, "lr": 0.01, "mask_rcnn/accuracy": 0.8601189400355284, "mask_rcnn/false_negative": 0.09640981623342702, "mask_rcnn/false_positive": 0.16683713627165075, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.0, "time": 0.7415067553520203, "total_loss": 1.9192864212964196} {"data_time": 0.010322798043489456, "eta_seconds": 189020.3915582206, "iteration": 14999, "loss_fcos_cls": 0.3526977812871337, "loss_fcos_ctr": 0.6307051586918533, "loss_fcos_loc": 0.24779962352477014, "loss_mask": 0.3038008539006114, "loss_maskiou": 0.008544308177079074, "loss_sem_seg": 0.38597161415964365, "lr": 0.01, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7356991767883301, "total_loss": 1.9468312901299214} {"data_time": 0.010111842304468155, "eta_seconds": 189087.50488482974, "iteration": 15019, "loss_fcos_cls": 0.33744808263145387, "loss_fcos_ctr": 0.6309272856451571, "loss_fcos_loc": 0.2487672723364085, "loss_mask": 0.3184232721105218, "loss_maskiou": 0.007882747522671707, "loss_sem_seg": 0.398088525980711, "lr": 0.01, "mask_rcnn/accuracy": 0.8623638638147567, "mask_rcnn/false_negative": 0.10834988437336235, "mask_rcnn/false_positive": 0.1747650558205503, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.75, "time": 0.7291162488982081, "total_loss": 1.9659310842398554} {"data_time": 0.009174826554954052, "eta_seconds": 188932.34439621214, "iteration": 15039, "loss_fcos_cls": 0.33599716052412987, "loss_fcos_ctr": 0.6288717892020941, "loss_fcos_loc": 0.2426599650643766, "loss_mask": 0.3139098295941949, "loss_maskiou": 0.00743296708969865, "loss_sem_seg": 0.3664975520223379, "lr": 0.01, "mask_rcnn/accuracy": 0.8419300759236643, "mask_rcnn/false_negative": 0.1199818644017593, "mask_rcnn/false_positive": 0.17689530353534294, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.5, "time": 0.7498793406412005, "total_loss": 1.8939324677485274} {"data_time": 0.010596386156976223, "eta_seconds": 188805.28941680118, "iteration": 15059, "loss_fcos_cls": 0.3376435493119061, "loss_fcos_ctr": 0.629111697897315, "loss_fcos_loc": 0.2456352252047509, "loss_mask": 0.30241349898278713, "loss_maskiou": 0.007169575386797078, "loss_sem_seg": 0.37743853917345405, "lr": 0.01, "mask_rcnn/accuracy": 0.8491526096084367, "mask_rcnn/false_negative": 0.12134506974881806, "mask_rcnn/false_positive": 0.1836063602605406, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7362751895561814, "total_loss": 1.876377740438329} {"data_time": 0.009756868705153465, "eta_seconds": 188961.09127577208, "iteration": 15079, "loss_fcos_cls": 0.33086687652394176, "loss_fcos_ctr": 0.6286965515464544, "loss_fcos_loc": 0.242421853588894, "loss_mask": 0.32035758160054684, "loss_maskiou": 0.007608909378177486, "loss_sem_seg": 0.37773165153339505, "lr": 0.01, "mask_rcnn/accuracy": 0.8562068238147973, "mask_rcnn/false_negative": 0.12681835240050573, "mask_rcnn/false_positive": 0.1587824818475764, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.0, "time": 0.760239009745419, "total_loss": 1.9207117600599304} {"data_time": 0.009421361610293388, "eta_seconds": 188887.88292695303, "iteration": 15099, "loss_fcos_cls": 0.32903443230316043, "loss_fcos_ctr": 0.627675405703485, "loss_fcos_loc": 0.24527470429893583, "loss_mask": 0.2986112618818879, "loss_maskiou": 0.007378552676527761, "loss_sem_seg": 0.3939566765911877, "lr": 0.01, "mask_rcnn/accuracy": 0.8621747500370012, "mask_rcnn/false_negative": 0.09010750941543577, "mask_rcnn/false_positive": 0.16676873254596086, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.733334974385798, "total_loss": 1.9029623361275299} {"data_time": 0.010143551044166088, "eta_seconds": 188846.11973773967, "iteration": 15119, "loss_fcos_cls": 0.3390342746861279, "loss_fcos_ctr": 0.6302049495279789, "loss_fcos_loc": 0.24620222439989448, "loss_mask": 0.31622088234871626, "loss_maskiou": 0.008423998791840859, "loss_sem_seg": 0.3798470953479409, "lr": 0.01, "mask_rcnn/accuracy": 0.8626876008135212, "mask_rcnn/false_negative": 0.10112255018628663, "mask_rcnn/false_positive": 0.14787374696868677, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7363856099545956, "total_loss": 1.9281001867057057} {"data_time": 0.009450758807361126, "eta_seconds": 188795.49213986564, "iteration": 15139, "loss_fcos_cls": 0.3510508039034903, "loss_fcos_ctr": 0.6249500643461943, "loss_fcos_loc": 0.23363205511122942, "loss_mask": 0.3026700224727392, "loss_maskiou": 0.007793501383275725, "loss_sem_seg": 0.4407814322039485, "lr": 0.01, "mask_rcnn/accuracy": 0.8718040533304776, "mask_rcnn/false_negative": 0.1083158654453723, "mask_rcnn/false_positive": 0.14329056633688197, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.7431802432984114, "total_loss": 1.9593447770166676} {"data_time": 0.008935718797147274, "eta_seconds": 188843.4214576939, "iteration": 15159, "loss_fcos_cls": 0.3468023440800607, "loss_fcos_ctr": 0.6304042851552367, "loss_fcos_loc": 0.24666858557611704, "loss_mask": 0.30919653084129095, "loss_maskiou": 0.008026479627005756, "loss_sem_seg": 0.3915286371484399, "lr": 0.01, "mask_rcnn/accuracy": 0.8354166933901153, "mask_rcnn/false_negative": 0.12148036993373602, "mask_rcnn/false_positive": 0.23933718918829142, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 41.25, "time": 0.7421048209071159, "total_loss": 1.9542308576055802} {"data_time": 0.009849668480455875, "eta_seconds": 188795.22895222995, "iteration": 15179, "loss_fcos_cls": 0.3465688443975523, "loss_fcos_ctr": 0.6297872960567474, "loss_fcos_loc": 0.24767183570656925, "loss_mask": 0.31093464232981205, "loss_maskiou": 0.007053301698761061, "loss_sem_seg": 0.41978550143539906, "lr": 0.01, "mask_rcnn/accuracy": 0.8580376928168527, "mask_rcnn/false_negative": 0.10907383089060033, "mask_rcnn/false_positive": 0.1619166767815607, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7486271886155009, "total_loss": 1.9463406847207807} {"data_time": 0.010044708847999573, "eta_seconds": 188780.41108172853, "iteration": 15199, "loss_fcos_cls": 0.34121111454442143, "loss_fcos_ctr": 0.6256108591333032, "loss_fcos_loc": 0.23342954192776233, "loss_mask": 0.2970836693421006, "loss_maskiou": 0.007267534936545417, "loss_sem_seg": 0.400028804782778, "lr": 0.01, "mask_rcnn/accuracy": 0.8609769359363346, "mask_rcnn/false_negative": 0.0866839058467202, "mask_rcnn/false_positive": 0.16749118442919844, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.7465132921934128, "total_loss": 1.8850512583303498} {"data_time": 0.010290115140378475, "eta_seconds": 188765.5932112271, "iteration": 15219, "loss_fcos_cls": 0.3399434513412416, "loss_fcos_ctr": 0.6248250687494874, "loss_fcos_loc": 0.23187882616184652, "loss_mask": 0.2905399724841118, "loss_maskiou": 0.007194429126684554, "loss_sem_seg": 0.3870566859841347, "lr": 0.01, "mask_rcnn/accuracy": 0.847503965528519, "mask_rcnn/false_negative": 0.10328493986032097, "mask_rcnn/false_positive": 0.199959844860656, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7310952031984925, "total_loss": 1.90937562318868} {"data_time": 0.009828299283981323, "eta_seconds": 188683.75281662215, "iteration": 15239, "loss_fcos_cls": 0.3398639259394258, "loss_fcos_ctr": 0.6291760141029954, "loss_fcos_loc": 0.24500610772520304, "loss_mask": 0.3136395728215575, "loss_maskiou": 0.007565242238342762, "loss_sem_seg": 0.3888771333731711, "lr": 0.01, "mask_rcnn/accuracy": 0.8548628294476857, "mask_rcnn/false_negative": 0.1103090176847861, "mask_rcnn/false_positive": 0.1869138838979333, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.73892882745713, "total_loss": 1.8932847197938827} {"data_time": 0.010280270129442215, "eta_seconds": 188668.94020772073, "iteration": 15259, "loss_fcos_cls": 0.3390321540646255, "loss_fcos_ctr": 0.6290057338774204, "loss_fcos_loc": 0.24642166029661894, "loss_mask": 0.31301784235984087, "loss_maskiou": 0.007651181542314589, "loss_sem_seg": 0.3983573536388576, "lr": 0.01, "mask_rcnn/accuracy": 0.8742682899052479, "mask_rcnn/false_negative": 0.10871849773946177, "mask_rcnn/false_positive": 0.14752044258794303, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.75, "time": 0.7521111443638802, "total_loss": 1.953787428799842} {"data_time": 0.010455549694597721, "eta_seconds": 188537.3312893007, "iteration": 15279, "loss_fcos_cls": 0.3413880215957761, "loss_fcos_ctr": 0.6306894952431321, "loss_fcos_loc": 0.2500637657940388, "loss_mask": 0.3074433831498027, "loss_maskiou": 0.007903491023171227, "loss_sem_seg": 0.39011305198073387, "lr": 0.01, "mask_rcnn/accuracy": 0.8747965865853276, "mask_rcnn/false_negative": 0.07678115103489912, "mask_rcnn/false_positive": 0.166346731250736, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.25, "time": 0.7234010864049196, "total_loss": 1.9168251427108771} {"data_time": 0.009643291123211384, "eta_seconds": 188639.3149899179, "iteration": 15299, "loss_fcos_cls": 0.3379780361428857, "loss_fcos_ctr": 0.6289398055523634, "loss_fcos_loc": 0.24523209710605443, "loss_mask": 0.31501157209277153, "loss_maskiou": 0.007709638273809105, "loss_sem_seg": 0.3809628803282976, "lr": 0.01, "mask_rcnn/accuracy": 0.8678084848649825, "mask_rcnn/false_negative": 0.08094846420682437, "mask_rcnn/false_positive": 0.20589536990605323, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7669923240318894, "total_loss": 1.9194391791970702} {"data_time": 0.009822670370340347, "eta_seconds": 188691.50385871995, "iteration": 15319, "loss_fcos_cls": 0.32078640814870596, "loss_fcos_ctr": 0.6298716496676207, "loss_fcos_loc": 0.24012390081770718, "loss_mask": 0.30315149761736393, "loss_maskiou": 0.0066661230666795745, "loss_sem_seg": 0.3964916062541306, "lr": 0.01, "mask_rcnn/accuracy": 0.862937332384877, "mask_rcnn/false_negative": 0.10930406056167016, "mask_rcnn/false_positive": 0.1577836382911596, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.25, "time": 0.7471736678853631, "total_loss": 1.874594271503156} {"data_time": 0.009993615560233593, "eta_seconds": 188676.68598821852, "iteration": 15339, "loss_fcos_cls": 0.34561831736937165, "loss_fcos_ctr": 0.6278048595413566, "loss_fcos_loc": 0.24125077214557678, "loss_mask": 0.29633035976439714, "loss_maskiou": 0.007569320048787631, "loss_sem_seg": 0.40017848182469606, "lr": 0.01, "mask_rcnn/accuracy": 0.8689135980479148, "mask_rcnn/false_negative": 0.10334273401765537, "mask_rcnn/false_positive": 0.16574232049277965, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.5, "time": 0.7470568288117647, "total_loss": 1.90450788315502} {"data_time": 0.009602307341992855, "eta_seconds": 188792.73692045175, "iteration": 15359, "loss_fcos_cls": 0.35445392690598965, "loss_fcos_ctr": 0.627457516733557, "loss_fcos_loc": 0.24875864060595632, "loss_mask": 0.294801558367908, "loss_maskiou": 0.007064474455546588, "loss_sem_seg": 0.3902236092835665, "lr": 0.01, "mask_rcnn/accuracy": 0.86906297601974, "mask_rcnn/false_negative": 0.1168073181344316, "mask_rcnn/false_positive": 0.1388608558645097, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.5, "time": 0.744704706594348, "total_loss": 1.9175384437839966} {"data_time": 0.009186160750687122, "eta_seconds": 188857.56952884514, "iteration": 15379, "loss_fcos_cls": 0.342312952503562, "loss_fcos_ctr": 0.6298530558124185, "loss_fcos_loc": 0.24972191778942943, "loss_mask": 0.29881359077990055, "loss_maskiou": 0.006955447708605789, "loss_sem_seg": 0.3678672257810831, "lr": 0.01, "mask_rcnn/accuracy": 0.860672055984556, "mask_rcnn/false_negative": 0.10595362028329848, "mask_rcnn/false_positive": 0.14865709373338756, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7430572574958205, "total_loss": 1.9247687119095644} {"data_time": 0.010424076579511166, "eta_seconds": 188971.60748301912, "iteration": 15399, "loss_fcos_cls": 0.33153956290334463, "loss_fcos_ctr": 0.6293956809677184, "loss_fcos_loc": 0.24957930110394955, "loss_mask": 0.3091423958539963, "loss_maskiou": 0.008136938587995246, "loss_sem_seg": 0.3457407206296921, "lr": 0.01, "mask_rcnn/accuracy": 0.8556938730597873, "mask_rcnn/false_negative": 0.1198433289449568, "mask_rcnn/false_positive": 0.17904232165029962, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7551250150427222, "total_loss": 1.9352825803798623} {"data_time": 0.009956331923604012, "eta_seconds": 188833.99245010875, "iteration": 15419, "loss_fcos_cls": 0.3410749230533838, "loss_fcos_ctr": 0.624741249717772, "loss_fcos_loc": 0.22956215403974056, "loss_mask": 0.3033201461657882, "loss_maskiou": 0.007424883951898664, "loss_sem_seg": 0.4118006662465632, "lr": 0.01, "mask_rcnn/accuracy": 0.8722922805306204, "mask_rcnn/false_negative": 0.10975459953931704, "mask_rcnn/false_positive": 0.15208798051033362, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.25, "time": 0.7407948821783066, "total_loss": 1.9410408241092227} {"data_time": 0.009474776685237885, "eta_seconds": 188819.15756514482, "iteration": 15439, "loss_fcos_cls": 0.3577755596488714, "loss_fcos_ctr": 0.6287288721650839, "loss_fcos_loc": 0.24191428755875677, "loss_mask": 0.3068653317168355, "loss_maskiou": 0.008219227092922665, "loss_sem_seg": 0.3913388382643461, "lr": 0.01, "mask_rcnn/accuracy": 0.854907450918964, "mask_rcnn/false_negative": 0.11233372129976435, "mask_rcnn/false_positive": 0.2043291464410552, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.25, "time": 0.7229690104722977, "total_loss": 1.9329025292536244} {"data_time": 0.010242213495075703, "eta_seconds": 188804.3226801809, "iteration": 15459, "loss_fcos_cls": 0.3363740108907223, "loss_fcos_ctr": 0.6269449414685369, "loss_fcos_loc": 0.230353984516114, "loss_mask": 0.3021364249289036, "loss_maskiou": 0.006818868947448209, "loss_sem_seg": 0.3953359015285969, "lr": 0.01, "mask_rcnn/accuracy": 0.8786891679748823, "mask_rcnn/false_negative": 0.11174745648931358, "mask_rcnn/false_positive": 0.11805503645843943, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7530853655189276, "total_loss": 1.8948354585445486} {"data_time": 0.009315320290625095, "eta_seconds": 189001.91957276594, "iteration": 15479, "loss_fcos_cls": 0.33916473225690424, "loss_fcos_ctr": 0.6323748268187046, "loss_fcos_loc": 0.257347509264946, "loss_mask": 0.3112496668472886, "loss_maskiou": 0.0075923792901448905, "loss_sem_seg": 0.396941046230495, "lr": 0.01, "mask_rcnn/accuracy": 0.850356897566719, "mask_rcnn/false_negative": 0.10285277895786547, "mask_rcnn/false_positive": 0.18959587061529584, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.7638929765671492, "total_loss": 1.9360841560846893} {"data_time": 0.008832694962620735, "eta_seconds": 188861.75442235917, "iteration": 15499, "loss_fcos_cls": 0.3259122157469392, "loss_fcos_ctr": 0.6282907128334045, "loss_fcos_loc": 0.2395945064490661, "loss_mask": 0.2944897525012493, "loss_maskiou": 0.007204951893072575, "loss_sem_seg": 0.3854945902712643, "lr": 0.01, "mask_rcnn/accuracy": 0.8918624931724515, "mask_rcnn/false_negative": 0.07998301716865926, "mask_rcnn/false_positive": 0.1539244193070603, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7274390179663897, "total_loss": 1.8807879659507307} {"data_time": 0.010100673884153366, "eta_seconds": 188772.56030297466, "iteration": 15519, "loss_fcos_cls": 0.3389274659566581, "loss_fcos_ctr": 0.6256726365536451, "loss_fcos_loc": 0.24426617147400975, "loss_mask": 0.2803835794329643, "loss_maskiou": 0.006463150130002759, "loss_sem_seg": 0.4314493481069803, "lr": 0.01, "mask_rcnn/accuracy": 0.8805989619389141, "mask_rcnn/false_negative": 0.07861731993655513, "mask_rcnn/false_positive": 0.17076924706691476, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7416303623467684, "total_loss": 1.9077379737864248} {"data_time": 0.010245236568152905, "eta_seconds": 188757.7244165782, "iteration": 15539, "loss_fcos_cls": 0.3184728007763624, "loss_fcos_ctr": 0.6290887864306569, "loss_fcos_loc": 0.24785668239928782, "loss_mask": 0.3191723572090268, "loss_maskiou": 0.007896574941696599, "loss_sem_seg": 0.35925080347806215, "lr": 0.01, "mask_rcnn/accuracy": 0.8485956675028816, "mask_rcnn/false_negative": 0.12320854406675416, "mask_rcnn/false_positive": 0.18717264215485702, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7394846249371767, "total_loss": 1.9264352425961988} {"data_time": 0.009525028988718987, "eta_seconds": 188987.12152265944, "iteration": 15559, "loss_fcos_cls": 0.3347064037807286, "loss_fcos_ctr": 0.628120937384665, "loss_fcos_loc": 0.2436606134288013, "loss_mask": 0.2997228018939495, "loss_maskiou": 0.007875864001107402, "loss_sem_seg": 0.3721433524042368, "lr": 0.01, "mask_rcnn/accuracy": 0.8899132240069129, "mask_rcnn/false_negative": 0.09480107357658549, "mask_rcnn/false_positive": 0.129511455118567, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.5, "time": 0.7649903520941734, "total_loss": 1.8786483298899839} {"data_time": 0.009182573296129704, "eta_seconds": 189008.56071478128, "iteration": 15579, "loss_fcos_cls": 0.34136321768164635, "loss_fcos_ctr": 0.6299053430557251, "loss_fcos_loc": 0.24620820744894445, "loss_mask": 0.30236606299877167, "loss_maskiou": 0.007813854521373287, "loss_sem_seg": 0.39427708834409714, "lr": 0.01, "mask_rcnn/accuracy": 0.8782772928448488, "mask_rcnn/false_negative": 0.10193876694046156, "mask_rcnn/false_positive": 0.17332298497027188, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 41.25, "time": 0.730302163399756, "total_loss": 1.9481226588541176} {"data_time": 0.010205734521150589, "eta_seconds": 189061.00091363024, "iteration": 15599, "loss_fcos_cls": 0.33315553865395486, "loss_fcos_ctr": 0.6247597793117166, "loss_fcos_loc": 0.2370035711210221, "loss_mask": 0.2894709762185812, "loss_maskiou": 0.006470276653999463, "loss_sem_seg": 0.3934066346846521, "lr": 0.01, "mask_rcnn/accuracy": 0.8713264381839692, "mask_rcnn/false_negative": 0.0971622534602527, "mask_rcnn/false_positive": 0.13977791357232872, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.25, "time": 0.7670660642907023, "total_loss": 1.9267588305083336} {"data_time": 0.009850737638771534, "eta_seconds": 189024.49944083765, "iteration": 15619, "loss_fcos_cls": 0.3464129026979208, "loss_fcos_ctr": 0.628699422813952, "loss_fcos_loc": 0.2385926942806691, "loss_mask": 0.30148596316576004, "loss_maskiou": 0.008042403831495903, "loss_sem_seg": 0.4110167375765741, "lr": 0.01, "mask_rcnn/accuracy": 0.8620326121300033, "mask_rcnn/false_negative": 0.10520571480384835, "mask_rcnn/false_positive": 0.17820489032822745, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7410398926585913, "total_loss": 1.9348330679349601} {"data_time": 0.009314808994531631, "eta_seconds": 188957.41456791759, "iteration": 15639, "loss_fcos_cls": 0.3414724348112941, "loss_fcos_ctr": 0.6298266518861055, "loss_fcos_loc": 0.24292621604399756, "loss_mask": 0.2993521075695753, "loss_maskiou": 0.007287752683623694, "loss_sem_seg": 0.4021898740902543, "lr": 0.01, "mask_rcnn/accuracy": 0.8556911784428995, "mask_rcnn/false_negative": 0.10643365006193768, "mask_rcnn/false_positive": 0.17180559577670146, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.25, "time": 0.7296562800183892, "total_loss": 1.9094006364321103} {"data_time": 0.01055037509649992, "eta_seconds": 188743.02058356255, "iteration": 15659, "loss_fcos_cls": 0.34222607081755996, "loss_fcos_ctr": 0.6276642652228475, "loss_fcos_loc": 0.24541520443744957, "loss_mask": 0.2982579665258527, "loss_maskiou": 0.007766275273752399, "loss_sem_seg": 0.4098983923904598, "lr": 0.01, "mask_rcnn/accuracy": 0.881359753203607, "mask_rcnn/false_negative": 0.11116268774224353, "mask_rcnn/false_positive": 0.13492213727882765, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 23.5, "time": 0.7340536415576935, "total_loss": 1.930921732338902} {"data_time": 0.010047180578112602, "eta_seconds": 188927.69972726703, "iteration": 15679, "loss_fcos_cls": 0.34742031525820494, "loss_fcos_ctr": 0.6261019464582205, "loss_fcos_loc": 0.23896919435355812, "loss_mask": 0.3161106575280428, "loss_maskiou": 0.007847732093068771, "loss_sem_seg": 0.3956447560340166, "lr": 0.01, "mask_rcnn/accuracy": 0.8630626645819618, "mask_rcnn/false_negative": 0.08185508762277846, "mask_rcnn/false_positive": 0.18868444889071928, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.5, "time": 0.7564092772081494, "total_loss": 1.9148243540839758} {"data_time": 0.009831099770963192, "eta_seconds": 189056.62891733833, "iteration": 15699, "loss_fcos_cls": 0.3406554372049868, "loss_fcos_ctr": 0.6258798153139651, "loss_fcos_loc": 0.24041212920565158, "loss_mask": 0.3092332109808922, "loss_maskiou": 0.007117832210496999, "loss_sem_seg": 0.3864051904529333, "lr": 0.01, "mask_rcnn/accuracy": 0.845376150460184, "mask_rcnn/false_negative": 0.1100245272747229, "mask_rcnn/false_positive": 0.17610402249965712, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 36.5, "time": 0.7449574274942279, "total_loss": 1.933326486236183} {"data_time": 0.010741693899035454, "eta_seconds": 188924.87600277364, "iteration": 15719, "loss_fcos_cls": 0.35664149245712906, "loss_fcos_ctr": 0.6291345516219735, "loss_fcos_loc": 0.24344369990285486, "loss_mask": 0.29659362859092653, "loss_maskiou": 0.007681142968067434, "loss_sem_seg": 0.39672370051266626, "lr": 0.01, "mask_rcnn/accuracy": 0.8709246062555457, "mask_rcnn/false_negative": 0.10449240885220941, "mask_rcnn/false_positive": 0.14774940490163024, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.0, "time": 0.7418148946017027, "total_loss": 1.9529859101239708} {"data_time": 0.009848569519817829, "eta_seconds": 188883.1274662912, "iteration": 15739, "loss_fcos_cls": 0.33616149006411433, "loss_fcos_ctr": 0.6236857203766704, "loss_fcos_loc": 0.23697992251254618, "loss_mask": 0.29306628555059433, "loss_maskiou": 0.0075867940176976845, "loss_sem_seg": 0.37427060678601265, "lr": 0.01, "mask_rcnn/accuracy": 0.8862183729623925, "mask_rcnn/false_negative": 0.10084225824503001, "mask_rcnn/false_positive": 0.15666741254177313, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.5, "time": 0.728465735912323, "total_loss": 1.8898932322044857} {"data_time": 0.009445145726203918, "eta_seconds": 189001.0612201877, "iteration": 15759, "loss_fcos_cls": 0.358463111333549, "loss_fcos_ctr": 0.6275797737762332, "loss_fcos_loc": 0.2475607069209218, "loss_mask": 0.30612702015787363, "loss_maskiou": 0.008084977584076114, "loss_sem_seg": 0.371646024286747, "lr": 0.01, "mask_rcnn/accuracy": 0.8668489992150707, "mask_rcnn/false_negative": 0.12245502400532235, "mask_rcnn/false_positive": 0.14490967166986662, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.25, "time": 0.7514216639101505, "total_loss": 1.9428317384736147} {"data_time": 0.010599550791084766, "eta_seconds": 189006.46110715717, "iteration": 15779, "loss_fcos_cls": 0.33795714005827904, "loss_fcos_ctr": 0.6246462166309357, "loss_fcos_loc": 0.23172238981351256, "loss_mask": 0.28829168528318405, "loss_maskiou": 0.006943034444702789, "loss_sem_seg": 0.37334128841757774, "lr": 0.01, "mask_rcnn/accuracy": 0.8788163826632671, "mask_rcnn/false_negative": 0.1050022715609113, "mask_rcnn/false_positive": 0.14115074587501214, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.0, "time": 0.7423019856214523, "total_loss": 1.89270610420499} {"data_time": 0.00960004422813654, "eta_seconds": 188983.79451126698, "iteration": 15799, "loss_fcos_cls": 0.35514903673902154, "loss_fcos_ctr": 0.6254442646168172, "loss_fcos_loc": 0.24304207367822528, "loss_mask": 0.3018536055460572, "loss_maskiou": 0.007225450484838802, "loss_sem_seg": 0.3534732675179839, "lr": 0.01, "mask_rcnn/accuracy": 0.860672205986825, "mask_rcnn/false_negative": 0.11791894572827, "mask_rcnn/false_positive": 0.1539997400053571, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7389049669727683, "total_loss": 1.8802751982730115} {"data_time": 0.010041408240795135, "eta_seconds": 188875.88417520002, "iteration": 15819, "loss_fcos_cls": 0.3486916177207604, "loss_fcos_ctr": 0.6278395862318575, "loss_fcos_loc": 0.23520949203521013, "loss_mask": 0.29466530960053205, "loss_maskiou": 0.007878277931013145, "loss_sem_seg": 0.3581884289160371, "lr": 0.01, "mask_rcnn/accuracy": 0.8735816441961399, "mask_rcnn/false_negative": 0.10722677009734469, "mask_rcnn/false_positive": 0.18381895578766838, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7374233240261674, "total_loss": 1.8942776159965433} {"data_time": 0.009727620519697666, "eta_seconds": 188808.8403646648, "iteration": 15839, "loss_fcos_cls": 0.33494235621765256, "loss_fcos_ctr": 0.6284278868697584, "loss_fcos_loc": 0.23937072814442217, "loss_mask": 0.2930331155657768, "loss_maskiou": 0.0072084950224962085, "loss_sem_seg": 0.38761979434639215, "lr": 0.01, "mask_rcnn/accuracy": 0.8575250040492387, "mask_rcnn/false_negative": 0.10312838072233552, "mask_rcnn/false_positive": 0.16130518546258446, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7357094660401344, "total_loss": 1.8851011982769705} {"data_time": 0.009969944134354591, "eta_seconds": 188856.9289718438, "iteration": 15859, "loss_fcos_cls": 0.3362332545220852, "loss_fcos_ctr": 0.6289219055324793, "loss_fcos_loc": 0.23822025302797556, "loss_mask": 0.3066967846825719, "loss_maskiou": 0.007931158834253438, "loss_sem_seg": 0.3863226813264191, "lr": 0.01, "mask_rcnn/accuracy": 0.8728497966800846, "mask_rcnn/false_negative": 0.10523137574733474, "mask_rcnn/false_positive": 0.14673204519014332, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.0, "time": 0.7463690768927336, "total_loss": 1.905809491785476} {"data_time": 0.010554581880569458, "eta_seconds": 188924.31912147347, "iteration": 15879, "loss_fcos_cls": 0.3396461958764121, "loss_fcos_ctr": 0.6242212196812034, "loss_fcos_loc": 0.22526038717478514, "loss_mask": 0.2885813703760505, "loss_maskiou": 0.0072547300878795795, "loss_sem_seg": 0.3745809393003583, "lr": 0.01, "mask_rcnn/accuracy": 0.882769418743107, "mask_rcnn/false_negative": 0.08919198177749577, "mask_rcnn/false_positive": 0.13638553806716522, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.75, "time": 0.7480114288628101, "total_loss": 1.8852383352350444} {"data_time": 0.009845353662967682, "eta_seconds": 188939.20191171486, "iteration": 15899, "loss_fcos_cls": 0.3382031540386379, "loss_fcos_ctr": 0.6291330656968057, "loss_fcos_loc": 0.24296430428512394, "loss_mask": 0.29518443439155817, "loss_maskiou": 0.006976225951802917, "loss_sem_seg": 0.35181864257901907, "lr": 0.01, "mask_rcnn/accuracy": 0.890806700038506, "mask_rcnn/false_negative": 0.09130238329262058, "mask_rcnn/false_positive": 0.17392699887698565, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7597426865249872, "total_loss": 1.8941246802860405} {"data_time": 0.010064395144581795, "eta_seconds": 188924.330722549, "iteration": 15919, "loss_fcos_cls": 0.35736824246123433, "loss_fcos_ctr": 0.6268475949764252, "loss_fcos_loc": 0.24250666610896587, "loss_mask": 0.3032143795862794, "loss_maskiou": 0.00763201255176682, "loss_sem_seg": 0.38237806875258684, "lr": 0.01, "mask_rcnn/accuracy": 0.8840667027179535, "mask_rcnn/false_negative": 0.08426685347057844, "mask_rcnn/false_positive": 0.14698895862997144, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.5, "time": 0.7407956942915916, "total_loss": 1.89968824366224} {"data_time": 0.01057838462293148, "eta_seconds": 188931.43730816804, "iteration": 15939, "loss_fcos_cls": 0.3310972675681114, "loss_fcos_ctr": 0.627737496048212, "loss_fcos_loc": 0.24259739695116878, "loss_mask": 0.3039038321003318, "loss_maskiou": 0.007762499124510214, "loss_sem_seg": 0.3434086758643389, "lr": 0.01, "mask_rcnn/accuracy": 0.8623063830330484, "mask_rcnn/false_negative": 0.1286146085207745, "mask_rcnn/false_positive": 0.1504963353625774, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.25, "time": 0.738477605395019, "total_loss": 1.8543528065492865} {"data_time": 0.011522742919623852, "eta_seconds": 188967.31288085692, "iteration": 15959, "loss_fcos_cls": 0.3522229893133044, "loss_fcos_ctr": 0.6262119188904762, "loss_fcos_loc": 0.2414520583115518, "loss_mask": 0.3197021260857582, "loss_maskiou": 0.009025927269249223, "loss_sem_seg": 0.4167177239432931, "lr": 0.01, "mask_rcnn/accuracy": 0.8586353412332675, "mask_rcnn/false_negative": 0.0958994070361443, "mask_rcnn/false_positive": 0.17855495322004605, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.25, "time": 0.7576152486726642, "total_loss": 1.9156717224468593} {"data_time": 0.009387383237481117, "eta_seconds": 188965.1448016893, "iteration": 15979, "loss_fcos_cls": 0.33135786186903715, "loss_fcos_ctr": 0.6248784847557545, "loss_fcos_loc": 0.24285147455520928, "loss_mask": 0.2979866014793515, "loss_maskiou": 0.007942609037854709, "loss_sem_seg": 0.39093004539608955, "lr": 0.01, "mask_rcnn/accuracy": 0.8901935774309724, "mask_rcnn/false_negative": 0.1003123145036887, "mask_rcnn/false_positive": 0.14132443281107432, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7418290236964822, "total_loss": 1.9041744221322006} {"data_time": 0.009445255622267723, "eta_seconds": 189042.94702762552, "iteration": 15999, "loss_fcos_cls": 0.36258337274193764, "loss_fcos_ctr": 0.6294928258284926, "loss_fcos_loc": 0.25444879883434623, "loss_mask": 0.3046484300866723, "loss_maskiou": 0.007959252820000984, "loss_sem_seg": 0.3629760788753629, "lr": 0.01, "mask_rcnn/accuracy": 0.8488301570628252, "mask_rcnn/false_negative": 0.10758274164945648, "mask_rcnn/false_positive": 0.1660132914977458, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7493613241240382, "total_loss": 1.9314886303036474} {"data_time": 0.010154365561902523, "eta_seconds": 189117.17097321525, "iteration": 16019, "loss_fcos_cls": 0.33025163994170725, "loss_fcos_ctr": 0.6276024747639894, "loss_fcos_loc": 0.23486109415534884, "loss_mask": 0.30265597719699144, "loss_maskiou": 0.006732005684170872, "loss_sem_seg": 0.3857640097849071, "lr": 0.01, "mask_rcnn/accuracy": 0.8669871306731647, "mask_rcnn/false_negative": 0.12779921524467022, "mask_rcnn/false_positive": 0.1423349443035114, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7478337194770575, "total_loss": 1.8953138156794012} {"data_time": 0.008980439975857735, "eta_seconds": 189041.45890768152, "iteration": 16039, "loss_fcos_cls": 0.3312824978493154, "loss_fcos_ctr": 0.6252898909151554, "loss_fcos_loc": 0.2354881197679788, "loss_mask": 0.3059254800900817, "loss_maskiou": 0.00739353834069334, "loss_sem_seg": 0.36147130094468594, "lr": 0.01, "mask_rcnn/accuracy": 0.8656964593066142, "mask_rcnn/false_negative": 0.10703372865725062, "mask_rcnn/false_positive": 0.14778701654188492, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.75, "time": 0.7370839398354292, "total_loss": 1.8819535255024675} {"data_time": 0.009657170623540878, "eta_seconds": 189026.57146757003, "iteration": 16059, "loss_fcos_cls": 0.34490291320253164, "loss_fcos_ctr": 0.628667566459626, "loss_fcos_loc": 0.2435762556269765, "loss_mask": 0.320729766972363, "loss_maskiou": 0.007768750656396151, "loss_sem_seg": 0.4047172972932458, "lr": 0.01, "mask_rcnn/accuracy": 0.8480635519293924, "mask_rcnn/false_negative": 0.10988409284491887, "mask_rcnn/false_positive": 0.20417737850486894, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7380202962085605, "total_loss": 1.975653141962539} {"data_time": 0.010972503572702408, "eta_seconds": 188890.7552257087, "iteration": 16079, "loss_fcos_cls": 0.3336435598321259, "loss_fcos_ctr": 0.6308694984763861, "loss_fcos_loc": 0.24818611913360655, "loss_mask": 0.2994118658825755, "loss_maskiou": 0.007634554669493809, "loss_sem_seg": 0.4165860565844923, "lr": 0.01, "mask_rcnn/accuracy": 0.8667086132306232, "mask_rcnn/false_negative": 0.09751059492841088, "mask_rcnn/false_positive": 0.1486239781361524, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.75, "time": 0.7390386704355478, "total_loss": 1.956562663821387} {"data_time": 0.009514321573078632, "eta_seconds": 188944.8166566277, "iteration": 16099, "loss_fcos_cls": 0.3257556539028883, "loss_fcos_ctr": 0.6244410304352641, "loss_fcos_loc": 0.225740788388066, "loss_mask": 0.3027094257995486, "loss_maskiou": 0.007306062077987008, "loss_sem_seg": 0.38311699125915766, "lr": 0.01, "mask_rcnn/accuracy": 0.8912167444851196, "mask_rcnn/false_negative": 0.10666934035935566, "mask_rcnn/false_positive": 0.13727287512248457, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7464513052254915, "total_loss": 1.8716297518258216} {"data_time": 0.010654808022081852, "eta_seconds": 188981.90914723556, "iteration": 16119, "loss_fcos_cls": 0.32491421420127153, "loss_fcos_ctr": 0.6253865165635943, "loss_fcos_loc": 0.2331023581791669, "loss_mask": 0.28755353577435017, "loss_maskiou": 0.007206734298961237, "loss_sem_seg": 0.36219977447763085, "lr": 0.01, "mask_rcnn/accuracy": 0.8783576407358875, "mask_rcnn/false_negative": 0.11198853474857501, "mask_rcnn/false_positive": 0.16953196026092093, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.5, "time": 0.7355600148439407, "total_loss": 1.8284265160327777} {"data_time": 0.010789528489112854, "eta_seconds": 188967.02170712408, "iteration": 16139, "loss_fcos_cls": 0.34498876659199595, "loss_fcos_ctr": 0.627339513041079, "loss_fcos_loc": 0.24019617028534412, "loss_mask": 0.3004019185900688, "loss_maskiou": 0.007227272464660928, "loss_sem_seg": 0.39048280753195286, "lr": 0.01, "mask_rcnn/accuracy": 0.8454061059907834, "mask_rcnn/false_negative": 0.12957046369281391, "mask_rcnn/false_positive": 0.18249635813012743, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.75, "time": 0.7450111275538802, "total_loss": 1.9120380273816409} {"data_time": 0.009565949440002441, "eta_seconds": 188952.1342670126, "iteration": 16159, "loss_fcos_cls": 0.34378177858889103, "loss_fcos_ctr": 0.6283440394327044, "loss_fcos_loc": 0.2444617124274373, "loss_mask": 0.29805360082536936, "loss_maskiou": 0.007365132463746704, "loss_sem_seg": 0.38475950225256383, "lr": 0.01, "mask_rcnn/accuracy": 0.8675946172119642, "mask_rcnn/false_negative": 0.10674655002000807, "mask_rcnn/false_positive": 0.16939193190371438, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.5, "time": 0.7459356393665075, "total_loss": 1.9232814170827623} {"data_time": 0.009473365731537342, "eta_seconds": 188980.81052480545, "iteration": 16179, "loss_fcos_cls": 0.3573201238177717, "loss_fcos_ctr": 0.6277643092907965, "loss_fcos_loc": 0.24728110060095787, "loss_mask": 0.2961729699745774, "loss_maskiou": 0.0073245113308075815, "loss_sem_seg": 0.39407408237457275, "lr": 0.01, "mask_rcnn/accuracy": 0.8773604812295288, "mask_rcnn/false_negative": 0.1050432443638695, "mask_rcnn/false_positive": 0.14740938152228475, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.751349562779069, "total_loss": 1.9073030111248954} {"data_time": 0.008771679364144802, "eta_seconds": 188965.91965206247, "iteration": 16199, "loss_fcos_cls": 0.3459593984298408, "loss_fcos_ctr": 0.6292131068184972, "loss_fcos_loc": 0.23583639948628843, "loss_mask": 0.31652882881462574, "loss_maskiou": 0.008219340961659327, "loss_sem_seg": 0.39389505330473185, "lr": 0.01, "mask_rcnn/accuracy": 0.8691308230609317, "mask_rcnn/false_negative": 0.10934469902351268, "mask_rcnn/false_positive": 0.13354578444893028, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.5, "time": 0.7438844982534647, "total_loss": 1.9133069287781836} {"data_time": 0.010464966297149658, "eta_seconds": 188908.36346632522, "iteration": 16219, "loss_fcos_cls": 0.3482489031739533, "loss_fcos_ctr": 0.6266994066536427, "loss_fcos_loc": 0.23628490883857012, "loss_mask": 0.3100535739213228, "loss_maskiou": 0.007379635368124582, "loss_sem_seg": 0.40709005389362574, "lr": 0.01, "mask_rcnn/accuracy": 0.8800157946950711, "mask_rcnn/false_negative": 0.10607992233831262, "mask_rcnn/false_positive": 0.1775727791928709, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.0, "time": 0.740070316940546, "total_loss": 1.934457153241965} {"data_time": 0.010215334594249725, "eta_seconds": 188864.32447382994, "iteration": 16239, "loss_fcos_cls": 0.3530005984939635, "loss_fcos_ctr": 0.6267286594957113, "loss_fcos_loc": 0.2347454527625814, "loss_mask": 0.29706822615116835, "loss_maskiou": 0.008175480732461438, "loss_sem_seg": 0.3592698434367776, "lr": 0.01, "mask_rcnn/accuracy": 0.8538657523316595, "mask_rcnn/false_negative": 0.10930182250509714, "mask_rcnn/false_positive": 0.19373204417777054, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.25, "time": 0.7274071909487247, "total_loss": 1.8727009952272056} {"data_time": 0.01019111555069685, "eta_seconds": 188793.57115246728, "iteration": 16259, "loss_fcos_cls": 0.33539361925795674, "loss_fcos_ctr": 0.6296764081344008, "loss_fcos_loc": 0.24549019610276446, "loss_mask": 0.2953825509175658, "loss_maskiou": 0.006983971659792587, "loss_sem_seg": 0.34818733390420675, "lr": 0.01, "mask_rcnn/accuracy": 0.8771123996727619, "mask_rcnn/false_negative": 0.0812169231367971, "mask_rcnn/false_positive": 0.1480222515327757, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.0, "time": 0.7352734543383121, "total_loss": 1.88499294052599} {"data_time": 0.009753542952239513, "eta_seconds": 188788.30121427495, "iteration": 16279, "loss_fcos_cls": 0.329424558673054, "loss_fcos_ctr": 0.6266436856240034, "loss_fcos_loc": 0.24336577439680696, "loss_mask": 0.3051272798329592, "loss_maskiou": 0.009178054497169796, "loss_sem_seg": 0.3355398066341877, "lr": 0.01, "mask_rcnn/accuracy": 0.8652742346938775, "mask_rcnn/false_negative": 0.11937681940234396, "mask_rcnn/false_positive": 0.1470329926201765, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 42.75, "time": 0.7351640472188592, "total_loss": 1.8949737204384292} {"data_time": 0.00928899459540844, "eta_seconds": 188694.023329678, "iteration": 16299, "loss_fcos_cls": 0.34536016010679305, "loss_fcos_ctr": 0.6271602688357234, "loss_fcos_loc": 0.24470708123408258, "loss_mask": 0.28929153084754944, "loss_maskiou": 0.007707973025389947, "loss_sem_seg": 0.36860070866532624, "lr": 0.01, "mask_rcnn/accuracy": 0.8640708634551, "mask_rcnn/false_negative": 0.10568153026482371, "mask_rcnn/false_positive": 0.16391276751933698, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7409931188449264, "total_loss": 1.8757724325841991} {"data_time": 0.009416735731065273, "eta_seconds": 188647.8276596954, "iteration": 16319, "loss_fcos_cls": 0.35122314339969307, "loss_fcos_ctr": 0.6272860756143928, "loss_fcos_loc": 0.24865693133324385, "loss_mask": 0.3086154810152948, "loss_maskiou": 0.00764014980813954, "loss_sem_seg": 0.3486718665808439, "lr": 0.01, "mask_rcnn/accuracy": 0.8548242409335234, "mask_rcnn/false_negative": 0.11675691148962054, "mask_rcnn/false_positive": 0.18919222327339555, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 43.5, "time": 0.74322060495615, "total_loss": 1.9118826571502723} {"data_time": 0.01034664548933506, "eta_seconds": 188632.95482115727, "iteration": 16339, "loss_fcos_cls": 0.3486298341304064, "loss_fcos_ctr": 0.6280124075710773, "loss_fcos_loc": 0.2404152392409742, "loss_mask": 0.3014534995891154, "loss_maskiou": 0.007604975617141463, "loss_sem_seg": 0.381617390550673, "lr": 0.01, "mask_rcnn/accuracy": 0.8817873134758422, "mask_rcnn/false_negative": 0.10773243347181893, "mask_rcnn/false_positive": 0.1607290368083354, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.5, "time": 0.7498299172148108, "total_loss": 1.8992177916516084} {"data_time": 0.0104560237377882, "eta_seconds": 188612.9845569469, "iteration": 16359, "loss_fcos_cls": 0.33433001954108477, "loss_fcos_ctr": 0.6282746107317507, "loss_fcos_loc": 0.24960277252830565, "loss_mask": 0.311234419234097, "loss_maskiou": 0.00760643943795003, "loss_sem_seg": 0.38129895692691207, "lr": 0.01, "mask_rcnn/accuracy": 0.8753223747125969, "mask_rcnn/false_negative": 0.11018602440892372, "mask_rcnn/false_positive": 0.1675689903873417, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7396015003323555, "total_loss": 1.9170273669442395} {"data_time": 0.010138197802007198, "eta_seconds": 188598.11212034896, "iteration": 16379, "loss_fcos_cls": 0.34909661184065044, "loss_fcos_ctr": 0.6261902842670679, "loss_fcos_loc": 0.2334230097476393, "loss_mask": 0.2972992667928338, "loss_maskiou": 0.007661546693270793, "loss_sem_seg": 0.41157297790050507, "lr": 0.01, "mask_rcnn/accuracy": 0.8796301020408164, "mask_rcnn/false_negative": 0.09271107456765648, "mask_rcnn/false_positive": 0.15710858598274258, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7432227255776525, "total_loss": 1.8825723014306277} {"data_time": 0.009423215873539448, "eta_seconds": 188512.32935192715, "iteration": 16399, "loss_fcos_cls": 0.3412183946929872, "loss_fcos_ctr": 0.6262629525735974, "loss_fcos_loc": 0.24660267983563244, "loss_mask": 0.3063272275030613, "loss_maskiou": 0.008359620100236498, "loss_sem_seg": 0.3634487856179476, "lr": 0.01, "mask_rcnn/accuracy": 0.8767132241095196, "mask_rcnn/false_negative": 0.0927874387446409, "mask_rcnn/false_positive": 0.13529910211238216, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.7421094998717308, "total_loss": 1.919356196623994} {"data_time": 0.009558567777276039, "eta_seconds": 188522.86024036724, "iteration": 16419, "loss_fcos_cls": 0.3505329629406333, "loss_fcos_ctr": 0.6308504967018962, "loss_fcos_loc": 0.24991110002156347, "loss_mask": 0.3180937869474292, "loss_maskiou": 0.007924201127025299, "loss_sem_seg": 0.3798765055835247, "lr": 0.01, "mask_rcnn/accuracy": 0.843783464295233, "mask_rcnn/false_negative": 0.10199231603586985, "mask_rcnn/false_positive": 0.20610344579359002, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7454206235706806, "total_loss": 1.9212331426970195} {"data_time": 0.009890124201774597, "eta_seconds": 188506.97784963716, "iteration": 16439, "loss_fcos_cls": 0.33973149582743645, "loss_fcos_ctr": 0.6296677542850375, "loss_fcos_loc": 0.25375308538787067, "loss_mask": 0.2942989566363394, "loss_maskiou": 0.00706922949757427, "loss_sem_seg": 0.39507692866027355, "lr": 0.01, "mask_rcnn/accuracy": 0.8574410639465948, "mask_rcnn/false_negative": 0.10431902425323845, "mask_rcnn/false_positive": 0.1704363190432927, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.75, "time": 0.7287612231448293, "total_loss": 1.9278322533791652} {"data_time": 0.009722279384732246, "eta_seconds": 188422.14752615523, "iteration": 16459, "loss_fcos_cls": 0.3407078185118735, "loss_fcos_ctr": 0.6299912109971046, "loss_fcos_loc": 0.25148678198456764, "loss_mask": 0.31867391243577003, "loss_maskiou": 0.0074263521819375455, "loss_sem_seg": 0.4010956692509353, "lr": 0.01, "mask_rcnn/accuracy": 0.8605138483965015, "mask_rcnn/false_negative": 0.11379424754941206, "mask_rcnn/false_positive": 0.14700059795180478, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.25, "time": 0.7326614549383521, "total_loss": 1.9435584847888094} {"data_time": 0.009247302077710629, "eta_seconds": 188345.54793171398, "iteration": 16479, "loss_fcos_cls": 0.35299396188929677, "loss_fcos_ctr": 0.6271716905757785, "loss_fcos_loc": 0.24456642335280776, "loss_mask": 0.29467597510665655, "loss_maskiou": 0.007934643632324878, "loss_sem_seg": 0.3821438569575548, "lr": 0.01, "mask_rcnn/accuracy": 0.8558710984393758, "mask_rcnn/false_negative": 0.12546683848529216, "mask_rcnn/false_positive": 0.1826855021378728, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.25, "time": 0.7467967681586742, "total_loss": 1.8922700183829875} {"data_time": 0.010862976312637329, "eta_seconds": 188412.5659828242, "iteration": 16499, "loss_fcos_cls": 0.35559658892452717, "loss_fcos_ctr": 0.6250906195491552, "loss_fcos_loc": 0.23956306418403983, "loss_mask": 0.306235664524138, "loss_maskiou": 0.00715823846985586, "loss_sem_seg": 0.4005631348118186, "lr": 0.01, "mask_rcnn/accuracy": 0.8855727928027579, "mask_rcnn/false_negative": 0.09251113940316771, "mask_rcnn/false_positive": 0.1554013244052368, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.75, "time": 0.7453897092491388, "total_loss": 1.9841408720531035} {"data_time": 0.009920581243932247, "eta_seconds": 188423.12828599196, "iteration": 16519, "loss_fcos_cls": 0.33454213477671146, "loss_fcos_ctr": 0.6312551498413086, "loss_fcos_loc": 0.24842264712788165, "loss_mask": 0.31558767706155777, "loss_maskiou": 0.007959490161738358, "loss_sem_seg": 0.3791121765971184, "lr": 0.01, "mask_rcnn/accuracy": 0.8551095269188757, "mask_rcnn/false_negative": 0.11052319102084476, "mask_rcnn/false_positive": 0.21020384462906178, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.75, "time": 0.7457387903705239, "total_loss": 1.952261923070182} {"data_time": 0.009094035252928734, "eta_seconds": 188442.32166627143, "iteration": 16539, "loss_fcos_cls": 0.3382663307711482, "loss_fcos_ctr": 0.631616466678679, "loss_fcos_loc": 0.25328620173968375, "loss_mask": 0.31987819727510214, "loss_maskiou": 0.008040861168410629, "loss_sem_seg": 0.37360434606671333, "lr": 0.01, "mask_rcnn/accuracy": 0.8575149103311861, "mask_rcnn/false_negative": 0.0957447380960415, "mask_rcnn/false_positive": 0.18137550902525862, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 39.5, "time": 0.747001021169126, "total_loss": 1.913623805186944} {"data_time": 0.009627247229218483, "eta_seconds": 188361.4077982586, "iteration": 16559, "loss_fcos_cls": 0.3338972320780158, "loss_fcos_ctr": 0.6298976661637425, "loss_fcos_loc": 0.246939426404424, "loss_mask": 0.2926241960376501, "loss_maskiou": 0.00742070606793277, "loss_sem_seg": 0.3714552456513047, "lr": 0.01, "mask_rcnn/accuracy": 0.8570071698138018, "mask_rcnn/false_negative": 0.08217035775497128, "mask_rcnn/false_positive": 0.19046270558755907, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.25, "time": 0.7412233147770166, "total_loss": 1.9388270337803988} {"data_time": 0.009792237542569637, "eta_seconds": 188332.96803367417, "iteration": 16579, "loss_fcos_cls": 0.3556855383794755, "loss_fcos_ctr": 0.6256893826648593, "loss_fcos_loc": 0.24091426166705787, "loss_mask": 0.30562442168593407, "loss_maskiou": 0.007634835681528784, "loss_sem_seg": 0.3970643156208098, "lr": 0.01, "mask_rcnn/accuracy": 0.8689440061738981, "mask_rcnn/false_negative": 0.07957530682134509, "mask_rcnn/false_positive": 0.1911989410348726, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7286464786157012, "total_loss": 1.940044589289755} {"data_time": 0.010121721774339676, "eta_seconds": 188186.1618029941, "iteration": 16599, "loss_fcos_cls": 0.33325543254613876, "loss_fcos_ctr": 0.6253994689323008, "loss_fcos_loc": 0.23829436535015702, "loss_mask": 0.31154990661889315, "loss_maskiou": 0.007284318169695325, "loss_sem_seg": 0.4052481562830508, "lr": 0.01, "mask_rcnn/accuracy": 0.8684565335991027, "mask_rcnn/false_negative": 0.08910258660239903, "mask_rcnn/false_positive": 0.1654471176847373, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 39.75, "time": 0.7355202818289399, "total_loss": 1.9558971521328203} {"data_time": 0.010061991401016712, "eta_seconds": 188239.16580142453, "iteration": 16619, "loss_fcos_cls": 0.3309645727276802, "loss_fcos_ctr": 0.6304435464553535, "loss_fcos_loc": 0.24666954122949392, "loss_mask": 0.31337662134319544, "loss_maskiou": 0.0083510229451349, "loss_sem_seg": 0.4012772021815181, "lr": 0.01, "mask_rcnn/accuracy": 0.8551995293066721, "mask_rcnn/false_negative": 0.11809474736255852, "mask_rcnn/false_positive": 0.1496821727209251, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7481426792219281, "total_loss": 1.9428851350967307} {"data_time": 0.010254721157252789, "eta_seconds": 188288.37828743365, "iteration": 16639, "loss_fcos_cls": 0.33977193711325526, "loss_fcos_ctr": 0.6274567074142396, "loss_fcos_loc": 0.240142967319116, "loss_mask": 0.3173792310990393, "loss_maskiou": 0.008555705891922116, "loss_sem_seg": 0.39712204225361347, "lr": 0.01, "mask_rcnn/accuracy": 0.8591179456476468, "mask_rcnn/false_negative": 0.11996650724713817, "mask_rcnn/false_positive": 0.16723219207702195, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7684866329655051, "total_loss": 1.9237937007565051} {"data_time": 0.010351832024753094, "eta_seconds": 188319.06037573423, "iteration": 16659, "loss_fcos_cls": 0.33662180695682764, "loss_fcos_ctr": 0.6286785332486033, "loss_fcos_loc": 0.23643254674971104, "loss_mask": 0.2984101325273514, "loss_maskiou": 0.006995042524067685, "loss_sem_seg": 0.3536273669451475, "lr": 0.01, "mask_rcnn/accuracy": 0.8774094906632963, "mask_rcnn/false_negative": 0.1153085031869493, "mask_rcnn/false_positive": 0.1405323911902312, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7458219453692436, "total_loss": 1.865450915429392} {"data_time": 0.009260579943656921, "eta_seconds": 188236.13029041328, "iteration": 16679, "loss_fcos_cls": 0.3391511351801455, "loss_fcos_ctr": 0.6309101609513164, "loss_fcos_loc": 0.24208692251704633, "loss_mask": 0.29156529903411865, "loss_maskiou": 0.007173620106186718, "loss_sem_seg": 0.38312485348433256, "lr": 0.01, "mask_rcnn/accuracy": 0.8825378593081795, "mask_rcnn/false_negative": 0.10009877824696267, "mask_rcnn/false_positive": 0.13633309720160805, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.7392624942585826, "total_loss": 1.8965298111870652} {"data_time": 0.008890300989151001, "eta_seconds": 188141.74974686373, "iteration": 16699, "loss_fcos_cls": 0.3360497928224504, "loss_fcos_ctr": 0.6269720802083611, "loss_fcos_loc": 0.23443411698099226, "loss_mask": 0.30577967688441277, "loss_maskiou": 0.007923894139821641, "loss_sem_seg": 0.37706751143559813, "lr": 0.01, "mask_rcnn/accuracy": 0.8599521937422183, "mask_rcnn/false_negative": 0.11319513059551048, "mask_rcnn/false_positive": 0.17725963181312118, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.0, "time": 0.7388977212831378, "total_loss": 1.9001767592999386} {"data_time": 0.009524134919047356, "eta_seconds": 188126.89455483947, "iteration": 16719, "loss_fcos_cls": 0.3464768663980067, "loss_fcos_ctr": 0.628738897619769, "loss_fcos_loc": 0.2376759892795235, "loss_mask": 0.2833340922370553, "loss_maskiou": 0.007758015548461117, "loss_sem_seg": 0.3736863820813596, "lr": 0.01, "mask_rcnn/accuracy": 0.8921234446013555, "mask_rcnn/false_negative": 0.0693231651188953, "mask_rcnn/false_positive": 0.1401277526794809, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7405459703877568, "total_loss": 1.8761133975931443} {"data_time": 0.008858250454068184, "eta_seconds": 188191.5458784718, "iteration": 16739, "loss_fcos_cls": 0.3563026417978108, "loss_fcos_ctr": 0.6270626047626138, "loss_fcos_loc": 0.24065105826593935, "loss_mask": 0.30577356833964586, "loss_maskiou": 0.00790265339310281, "loss_sem_seg": 0.35320747015066445, "lr": 0.01, "mask_rcnn/accuracy": 0.8526130243764172, "mask_rcnn/false_negative": 0.12026932040482899, "mask_rcnn/false_positive": 0.1877935761685215, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.7509177187457681, "total_loss": 1.9090847558982205} {"data_time": 0.01032531913369894, "eta_seconds": 188159.96978493407, "iteration": 16759, "loss_fcos_cls": 0.3428588106762618, "loss_fcos_ctr": 0.6283511351794004, "loss_fcos_loc": 0.23701096163131297, "loss_mask": 0.30602137837558985, "loss_maskiou": 0.007486182206775993, "loss_sem_seg": 0.3636755249463022, "lr": 0.01, "mask_rcnn/accuracy": 0.8641095724003887, "mask_rcnn/false_negative": 0.10935834408622849, "mask_rcnn/false_positive": 0.14397636126369373, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.7499836105853319, "total_loss": 1.8855141908716178} {"data_time": 0.009931685402989388, "eta_seconds": 188197.90027691983, "iteration": 16779, "loss_fcos_cls": 0.3303492069244385, "loss_fcos_ctr": 0.6249976102262735, "loss_fcos_loc": 0.2294259862974286, "loss_mask": 0.2961861016228795, "loss_maskiou": 0.007956743269460276, "loss_sem_seg": 0.40737347584217787, "lr": 0.01, "mask_rcnn/accuracy": 0.8753837531968647, "mask_rcnn/false_negative": 0.11497144378288018, "mask_rcnn/false_positive": 0.14009456378253998, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.25, "time": 0.74638741184026, "total_loss": 1.9120188717497513} {"data_time": 0.009414196014404297, "eta_seconds": 188105.44208163396, "iteration": 16799, "loss_fcos_cls": 0.3474712623283267, "loss_fcos_ctr": 0.6289258990436792, "loss_fcos_loc": 0.24204729427583516, "loss_mask": 0.30029755551368, "loss_maskiou": 0.007555477168352809, "loss_sem_seg": 0.4301709206774831, "lr": 0.01, "mask_rcnn/accuracy": 0.8667789594455031, "mask_rcnn/false_negative": 0.10597411836076288, "mask_rcnn/false_positive": 0.14868588701429097, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.720445922575891, "total_loss": 1.9650357575519593} {"data_time": 0.011336883530020714, "eta_seconds": 188090.5838905461, "iteration": 16819, "loss_fcos_cls": 0.3565294914878905, "loss_fcos_ctr": 0.6339766625314951, "loss_fcos_loc": 0.260168275446631, "loss_mask": 0.30354745779186487, "loss_maskiou": 0.007493581855669618, "loss_sem_seg": 0.4316741805523634, "lr": 0.01, "mask_rcnn/accuracy": 0.8601970618458157, "mask_rcnn/false_negative": 0.09782026619026299, "mask_rcnn/false_positive": 0.1731747447441879, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 42.25, "time": 0.7406909558922052, "total_loss": 2.0009601034689695} {"data_time": 0.010253923013806343, "eta_seconds": 188153.3073165547, "iteration": 16839, "loss_fcos_cls": 0.34607149264775217, "loss_fcos_ctr": 0.6273437216877937, "loss_fcos_loc": 0.2375082913786173, "loss_mask": 0.3022990645840764, "loss_maskiou": 0.006571901147253811, "loss_sem_seg": 0.4036936233751476, "lr": 0.01, "mask_rcnn/accuracy": 0.8795759018632872, "mask_rcnn/false_negative": 0.09719887595145413, "mask_rcnn/false_positive": 0.13535796569798964, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.5, "time": 0.748057696968317, "total_loss": 1.9112093377334531} {"data_time": 0.009792621247470379, "eta_seconds": 188059.7884534886, "iteration": 16859, "loss_fcos_cls": 0.355437480378896, "loss_fcos_ctr": 0.6243065088056028, "loss_fcos_loc": 0.23379217309411615, "loss_mask": 0.2991376342251897, "loss_maskiou": 0.00735957649158081, "loss_sem_seg": 0.41176333371549845, "lr": 0.01, "mask_rcnn/accuracy": 0.8551146680476702, "mask_rcnn/false_negative": 0.10002925473359767, "mask_rcnn/false_positive": 0.16615566138634424, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.25, "time": 0.7366312919184566, "total_loss": 1.9091385886422358} {"data_time": 0.01048767939209938, "eta_seconds": 188044.93034765404, "iteration": 16879, "loss_fcos_cls": 0.33359943772666156, "loss_fcos_ctr": 0.6303807171061635, "loss_fcos_loc": 0.24770101916510612, "loss_mask": 0.3014424042776227, "loss_maskiou": 0.006795957189751789, "loss_sem_seg": 0.357962298206985, "lr": 0.01, "mask_rcnn/accuracy": 0.8538254404325833, "mask_rcnn/false_negative": 0.11082331312062604, "mask_rcnn/false_positive": 0.18853455653689236, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7503792522475123, "total_loss": 1.917279171058908} {"data_time": 0.008815450593829155, "eta_seconds": 187925.54208825342, "iteration": 16899, "loss_fcos_cls": 0.32978996355086565, "loss_fcos_ctr": 0.6289859893731773, "loss_fcos_loc": 0.23763337638229132, "loss_mask": 0.29942984506487846, "loss_maskiou": 0.007531136492616497, "loss_sem_seg": 0.35286826733499765, "lr": 0.01, "mask_rcnn/accuracy": 0.875859555644918, "mask_rcnn/false_negative": 0.10365339502033571, "mask_rcnn/false_positive": 0.15643658596635474, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 39.25, "time": 0.7448792764917016, "total_loss": 1.8647314100817312} {"data_time": 0.00976576842367649, "eta_seconds": 187910.69224237464, "iteration": 16919, "loss_fcos_cls": 0.32491015177220106, "loss_fcos_ctr": 0.6275967536494136, "loss_fcos_loc": 0.23658297839574516, "loss_mask": 0.29058971628546715, "loss_maskiou": 0.007006290084973443, "loss_sem_seg": 0.3683036286383867, "lr": 0.01, "mask_rcnn/accuracy": 0.8789939290178244, "mask_rcnn/false_negative": 0.09348690214470398, "mask_rcnn/false_positive": 0.16290895054725918, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.75, "time": 0.7333100223913789, "total_loss": 1.8728313637766405} {"data_time": 0.00961192138493061, "eta_seconds": 187963.4874425726, "iteration": 16939, "loss_fcos_cls": 0.3459952352568507, "loss_fcos_ctr": 0.6296892613172531, "loss_fcos_loc": 0.2506706871208735, "loss_mask": 0.29910937044769526, "loss_maskiou": 0.0070881119318073615, "loss_sem_seg": 0.36226519849151373, "lr": 0.01, "mask_rcnn/accuracy": 0.851435860058309, "mask_rcnn/false_negative": 0.10846965857534602, "mask_rcnn/false_positive": 0.16903071387334032, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.5, "time": 0.7464939141646028, "total_loss": 1.8887247218299308} {"data_time": 0.010314468294382095, "eta_seconds": 187948.63225054834, "iteration": 16959, "loss_fcos_cls": 0.3541839304380119, "loss_fcos_ctr": 0.6252822019159794, "loss_fcos_loc": 0.22778223268687725, "loss_mask": 0.29537363769486547, "loss_maskiou": 0.007435140272718854, "loss_sem_seg": 0.3758157314732671, "lr": 0.01, "mask_rcnn/accuracy": 0.8790292737465357, "mask_rcnn/false_negative": 0.10122087970300436, "mask_rcnn/false_positive": 0.15719651550462915, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.75, "time": 0.7615196146070957, "total_loss": 1.9173506734405237} {"data_time": 0.010493924841284752, "eta_seconds": 187897.1815190548, "iteration": 16979, "loss_fcos_cls": 0.3309260061942041, "loss_fcos_ctr": 0.6265622642822564, "loss_fcos_loc": 0.24084571667481214, "loss_mask": 0.2953423410654068, "loss_maskiou": 0.007789798954036087, "loss_sem_seg": 0.40371335623785853, "lr": 0.01, "mask_rcnn/accuracy": 0.8790176010163102, "mask_rcnn/false_negative": 0.09376220157693191, "mask_rcnn/false_positive": 0.16644079402213952, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7412991458550096, "total_loss": 1.9493460129306186} {"data_time": 0.010067272931337357, "eta_seconds": 187826.98172224034, "iteration": 16999, "loss_fcos_cls": 0.33272069972008467, "loss_fcos_ctr": 0.6268957685679197, "loss_fcos_loc": 0.23815833777189255, "loss_mask": 0.2987936930730939, "loss_maskiou": 0.007217185186163988, "loss_sem_seg": 0.37692831363528967, "lr": 0.01, "mask_rcnn/accuracy": 0.8846454206682673, "mask_rcnn/false_negative": 0.10439191799222915, "mask_rcnn/false_positive": 0.13621548783377255, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.25, "time": 0.7246625050902367, "total_loss": 1.8742831886338536} {"data_time": 0.009961120784282684, "eta_seconds": 187821.4466327615, "iteration": 17019, "loss_fcos_cls": 0.33284904807806015, "loss_fcos_ctr": 0.6291394336149096, "loss_fcos_loc": 0.22893320117145777, "loss_mask": 0.29725002124905586, "loss_maskiou": 0.008076433194219135, "loss_sem_seg": 0.39578659972175956, "lr": 0.01, "mask_rcnn/accuracy": 0.8702891110953346, "mask_rcnn/false_negative": 0.0933354054517681, "mask_rcnn/false_positive": 0.16720301383328418, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7486146343871951, "total_loss": 1.8992589261179091} {"data_time": 0.009558023884892464, "eta_seconds": 187889.2114824513, "iteration": 17039, "loss_fcos_cls": 0.3447600787039846, "loss_fcos_ctr": 0.6285643437877297, "loss_fcos_loc": 0.23500961740501225, "loss_mask": 0.30103543121367693, "loss_maskiou": 0.007365211073192768, "loss_sem_seg": 0.3964968351647258, "lr": 0.01, "mask_rcnn/accuracy": 0.8608077345521541, "mask_rcnn/false_negative": 0.10199487557797246, "mask_rcnn/false_positive": 0.17498562142750385, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.75, "time": 0.7482047099620104, "total_loss": 1.9506226452067494} {"data_time": 0.009605848230421543, "eta_seconds": 187911.20739514288, "iteration": 17059, "loss_fcos_cls": 0.338731974363327, "loss_fcos_ctr": 0.6311870589852333, "loss_fcos_loc": 0.2557692057453096, "loss_mask": 0.30168299563229084, "loss_maskiou": 0.007810042356140912, "loss_sem_seg": 0.36261427588760853, "lr": 0.01, "mask_rcnn/accuracy": 0.8807397959183674, "mask_rcnn/false_negative": 0.09457641987250583, "mask_rcnn/false_positive": 0.17168846165811807, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7466607559472322, "total_loss": 1.9067287046200363} {"data_time": 0.009986413642764091, "eta_seconds": 187896.3492893083, "iteration": 17079, "loss_fcos_cls": 0.35273513151332736, "loss_fcos_ctr": 0.6292706038802862, "loss_fcos_loc": 0.25680173246655613, "loss_mask": 0.2977316603064537, "loss_maskiou": 0.0072662824095459655, "loss_sem_seg": 0.37723744194954634, "lr": 0.01, "mask_rcnn/accuracy": 0.8682890769944341, "mask_rcnn/false_negative": 0.09848382091515356, "mask_rcnn/false_positive": 0.18593351306504946, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.0, "time": 0.7342827999964356, "total_loss": 1.9029313106948393} {"data_time": 0.009950288571417332, "eta_seconds": 187844.64590637852, "iteration": 17099, "loss_fcos_cls": 0.3470962983556092, "loss_fcos_ctr": 0.6272668223828077, "loss_fcos_loc": 0.24320641602389514, "loss_mask": 0.307942115701735, "loss_maskiou": 0.007414048464852385, "loss_sem_seg": 0.36223478941246867, "lr": 0.01, "mask_rcnn/accuracy": 0.8773903101910621, "mask_rcnn/false_negative": 0.11085543264624675, "mask_rcnn/false_positive": 0.1552694029360112, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7380263190716505, "total_loss": 1.8959722329163924} {"data_time": 0.009261148981750011, "eta_seconds": 187866.63307763916, "iteration": 17119, "loss_fcos_cls": 0.33627836499363184, "loss_fcos_ctr": 0.6292515508830547, "loss_fcos_loc": 0.24567881762050092, "loss_mask": 0.3086559986695647, "loss_maskiou": 0.007261281163664535, "loss_sem_seg": 0.3751117242500186, "lr": 0.01, "mask_rcnn/accuracy": 0.8593238699974373, "mask_rcnn/false_negative": 0.12920155560799773, "mask_rcnn/false_positive": 0.16786861454858437, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.25, "time": 0.7451316919177771, "total_loss": 1.9037248622698826} {"data_time": 0.010345355607569218, "eta_seconds": 187851.77497180458, "iteration": 17139, "loss_fcos_cls": 0.33401224948465824, "loss_fcos_ctr": 0.6289201471954584, "loss_fcos_loc": 0.23691239161416888, "loss_mask": 0.29874234553426504, "loss_maskiou": 0.007578514181659557, "loss_sem_seg": 0.37277705781161785, "lr": 0.01, "mask_rcnn/accuracy": 0.8678691949220634, "mask_rcnn/false_negative": 0.10275144436236852, "mask_rcnn/false_positive": 0.16100609057399173, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 41.75, "time": 0.7457201294600964, "total_loss": 1.8525294786704762} {"data_time": 0.01066302228718996, "eta_seconds": 187880.3507476058, "iteration": 17159, "loss_fcos_cls": 0.34289635764434934, "loss_fcos_ctr": 0.6289943177253008, "loss_fcos_loc": 0.24999250494875014, "loss_mask": 0.2980456165969372, "loss_maskiou": 0.0075484058615984395, "loss_sem_seg": 0.3829728923738003, "lr": 0.01, "mask_rcnn/accuracy": 0.8532847295453135, "mask_rcnn/false_negative": 0.1069418902801296, "mask_rcnn/false_positive": 0.15546879379071143, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.5, "time": 0.752129415050149, "total_loss": 1.9056094324332662} {"data_time": 0.010128202848136425, "eta_seconds": 187844.4606960984, "iteration": 17179, "loss_fcos_cls": 0.3371019328478724, "loss_fcos_ctr": 0.6273120995610952, "loss_fcos_loc": 0.23509708605706692, "loss_mask": 0.29375932179391384, "loss_maskiou": 0.006684095125820022, "loss_sem_seg": 0.39331986382603645, "lr": 0.01, "mask_rcnn/accuracy": 0.8560793280380334, "mask_rcnn/false_negative": 0.11398967883410682, "mask_rcnn/false_positive": 0.189440594985736, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7520031901076436, "total_loss": 1.9051466739038005} {"data_time": 0.009392892010509968, "eta_seconds": 187829.60081810597, "iteration": 17199, "loss_fcos_cls": 0.33297458849847317, "loss_fcos_ctr": 0.6253627436235547, "loss_fcos_loc": 0.23230892233550549, "loss_mask": 0.30404102243483067, "loss_maskiou": 0.00785755508695729, "loss_sem_seg": 0.4076415915042162, "lr": 0.01, "mask_rcnn/accuracy": 0.8868787392546472, "mask_rcnn/false_negative": 0.1114744384099863, "mask_rcnn/false_positive": 0.1087208831333683, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7400318421423435, "total_loss": 1.90701587604417} {"data_time": 0.010128778405487537, "eta_seconds": 187776.83562555723, "iteration": 17219, "loss_fcos_cls": 0.34944842266850173, "loss_fcos_ctr": 0.6297834934666753, "loss_fcos_loc": 0.24178509088233113, "loss_mask": 0.32575119473040104, "loss_maskiou": 0.008503012359142303, "loss_sem_seg": 0.3949445942416787, "lr": 0.01, "mask_rcnn/accuracy": 0.8586510428347163, "mask_rcnn/false_negative": 0.1088606706550507, "mask_rcnn/false_positive": 0.16929199368906006, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.0, "time": 0.7396471342071891, "total_loss": 1.9718750046595233} {"data_time": 0.009161902591586113, "eta_seconds": 187845.74396790285, "iteration": 17239, "loss_fcos_cls": 0.34695583349093795, "loss_fcos_ctr": 0.6267746370285749, "loss_fcos_loc": 0.2350747510790825, "loss_mask": 0.29104073718190193, "loss_maskiou": 0.006731283909175545, "loss_sem_seg": 0.4103451706469059, "lr": 0.01, "mask_rcnn/accuracy": 0.8791503139717425, "mask_rcnn/false_negative": 0.09147137046923777, "mask_rcnn/false_positive": 0.14680508576283502, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.75, "time": 0.7360588181763887, "total_loss": 1.929320450144587} {"data_time": 0.010419921949505806, "eta_seconds": 187830.88046095613, "iteration": 17259, "loss_fcos_cls": 0.33577013947069645, "loss_fcos_ctr": 0.6295022135600448, "loss_fcos_loc": 0.2494748318567872, "loss_mask": 0.3196260277181864, "loss_maskiou": 0.007286770254722796, "loss_sem_seg": 0.38669488904997706, "lr": 0.01, "mask_rcnn/accuracy": 0.8502654116157742, "mask_rcnn/false_negative": 0.08037509924555375, "mask_rcnn/false_positive": 0.21182912484678057, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.5, "time": 0.7258717361837626, "total_loss": 1.9357638470246457} {"data_time": 0.01004154421389103, "eta_seconds": 187841.69666286465, "iteration": 17279, "loss_fcos_cls": 0.3282337475102395, "loss_fcos_ctr": 0.6314554503187537, "loss_fcos_loc": 0.23939138953574002, "loss_mask": 0.3100681281648576, "loss_maskiou": 0.008171618246706203, "loss_sem_seg": 0.36894157622009516, "lr": 0.01, "mask_rcnn/accuracy": 0.8762949230193634, "mask_rcnn/false_negative": 0.09806804067487032, "mask_rcnn/false_positive": 0.138268212083139, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.75, "time": 0.7514161299914122, "total_loss": 1.8829868087850627} {"data_time": 0.009284012019634247, "eta_seconds": 187826.83112366032, "iteration": 17299, "loss_fcos_cls": 0.3327370493207127, "loss_fcos_ctr": 0.6270410711877048, "loss_fcos_loc": 0.24245109292678535, "loss_mask": 0.2979935770854354, "loss_maskiou": 0.007193808633019216, "loss_sem_seg": 0.3783575827255845, "lr": 0.01, "mask_rcnn/accuracy": 0.8516359703221948, "mask_rcnn/false_negative": 0.10862310318520035, "mask_rcnn/false_positive": 0.1859078661785155, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 37.75, "time": 0.7439494663849473, "total_loss": 1.8841908113026875} {"data_time": 0.009803380817174911, "eta_seconds": 187872.57677569985, "iteration": 17319, "loss_fcos_cls": 0.34563455590978265, "loss_fcos_ctr": 0.6298797810450196, "loss_fcos_loc": 0.24175481940619648, "loss_mask": 0.31253158021718264, "loss_maskiou": 0.007671924831811339, "loss_sem_seg": 0.39990107621997595, "lr": 0.01, "mask_rcnn/accuracy": 0.8585098283499446, "mask_rcnn/false_negative": 0.1039603110290907, "mask_rcnn/false_positive": 0.1884192029412921, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 37.25, "time": 0.7458374844864011, "total_loss": 1.9366392626034212} {"data_time": 0.009667097590863705, "eta_seconds": 187776.80794755276, "iteration": 17339, "loss_fcos_cls": 0.3478637633379549, "loss_fcos_ctr": 0.6298050968907773, "loss_fcos_loc": 0.2402775790542364, "loss_mask": 0.29949937714263797, "loss_maskiou": 0.007108249381417409, "loss_sem_seg": 0.374984429217875, "lr": 0.01, "mask_rcnn/accuracy": 0.8815831945022907, "mask_rcnn/false_negative": 0.0976295574104751, "mask_rcnn/false_positive": 0.1405330905715019, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.25, "time": 0.7338987551629543, "total_loss": 1.910532924142899} {"data_time": 0.009964938275516033, "eta_seconds": 187801.3344287267, "iteration": 17359, "loss_fcos_cls": 0.331178474240005, "loss_fcos_ctr": 0.6265041688457131, "loss_fcos_loc": 0.23698892653919756, "loss_mask": 0.2939269356429577, "loss_maskiou": 0.007728804412181489, "loss_sem_seg": 0.3794477735646069, "lr": 0.01, "mask_rcnn/accuracy": 0.8779303964668872, "mask_rcnn/false_negative": 0.10757478278418858, "mask_rcnn/false_positive": 0.1289426402232267, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 38.5, "time": 0.7458062218502164, "total_loss": 1.8715023207769264} {"data_time": 0.010122222825884819, "eta_seconds": 187882.36339220032, "iteration": 17379, "loss_fcos_cls": 0.32899772352539003, "loss_fcos_ctr": 0.626264481805265, "loss_fcos_loc": 0.23078004247508943, "loss_mask": 0.2901994585990906, "loss_maskiou": 0.0070363335908041336, "loss_sem_seg": 0.3251487952657044, "lr": 0.01, "mask_rcnn/accuracy": 0.8695046358311664, "mask_rcnn/false_negative": 0.11744803647491153, "mask_rcnn/false_positive": 0.15603043539351988, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.5, "time": 0.7494489224627614, "total_loss": 1.8269886932394002} {"data_time": 0.009970420971512794, "eta_seconds": 187867.48874888942, "iteration": 17399, "loss_fcos_cls": 0.33047806750983, "loss_fcos_ctr": 0.6244718674570322, "loss_fcos_loc": 0.2273065681802109, "loss_mask": 0.288962428458035, "loss_maskiou": 0.007176274521043524, "loss_sem_seg": 0.370510870590806, "lr": 0.01, "mask_rcnn/accuracy": 0.8761612147510117, "mask_rcnn/false_negative": 0.08761829969074392, "mask_rcnn/false_positive": 0.14150509398036182, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7446336541324854, "total_loss": 1.878575289141736} {"data_time": 0.0098996851593256, "eta_seconds": 187736.47630103026, "iteration": 17419, "loss_fcos_cls": 0.32557028508745134, "loss_fcos_ctr": 0.6276879692450166, "loss_fcos_loc": 0.23748430563136935, "loss_mask": 0.28894072491675615, "loss_maskiou": 0.0065012929699150845, "loss_sem_seg": 0.38286576699465513, "lr": 0.01, "mask_rcnn/accuracy": 0.8572123030031193, "mask_rcnn/false_negative": 0.10654658318293855, "mask_rcnn/false_positive": 0.1532943200502444, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.5, "time": 0.7374057713896036, "total_loss": 1.900438482305617} {"data_time": 0.009808831848204136, "eta_seconds": 187760.95468845963, "iteration": 17439, "loss_fcos_cls": 0.34350597206503153, "loss_fcos_ctr": 0.6246886886656284, "loss_fcos_loc": 0.23002452368382365, "loss_mask": 0.29547621216624975, "loss_maskiou": 0.006805980905483011, "loss_sem_seg": 0.34689909499138594, "lr": 0.01, "mask_rcnn/accuracy": 0.8590373649459784, "mask_rcnn/false_negative": 0.09924953592209229, "mask_rcnn/false_positive": 0.16620301315906805, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.7386402161791921, "total_loss": 1.8556540353165474} {"data_time": 0.009599254466593266, "eta_seconds": 187822.31187049393, "iteration": 17459, "loss_fcos_cls": 0.3307964582927525, "loss_fcos_ctr": 0.6297850981354713, "loss_fcos_loc": 0.2464445699006319, "loss_mask": 0.31053997576236725, "loss_maskiou": 0.007997172040631995, "loss_sem_seg": 0.37777106650173664, "lr": 0.01, "mask_rcnn/accuracy": 0.8443662665188599, "mask_rcnn/false_negative": 0.11504150029644232, "mask_rcnn/false_positive": 0.16895133698658593, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.25, "time": 0.7515103025361896, "total_loss": 1.8782411185093224} {"data_time": 0.009364793077111244, "eta_seconds": 187731.2175628245, "iteration": 17479, "loss_fcos_cls": 0.34484703396447003, "loss_fcos_ctr": 0.629001013468951, "loss_fcos_loc": 0.22546114621218294, "loss_mask": 0.2969531351700425, "loss_maskiou": 0.007841217215172946, "loss_sem_seg": 0.33827419113367796, "lr": 0.01, "mask_rcnn/accuracy": 0.8566275612609004, "mask_rcnn/false_negative": 0.09431073010274243, "mask_rcnn/false_positive": 0.20314297717003066, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.25, "time": 0.7367626866325736, "total_loss": 1.8289099556859583} {"data_time": 0.00975389126688242, "eta_seconds": 187627.70454206876, "iteration": 17499, "loss_fcos_cls": 0.34178375895135105, "loss_fcos_ctr": 0.6302566640079021, "loss_fcos_loc": 0.25413912488147616, "loss_mask": 0.30725633539259434, "loss_maskiou": 0.007578875025501475, "loss_sem_seg": 0.3875370603054762, "lr": 0.01, "mask_rcnn/accuracy": 0.8769347188416652, "mask_rcnn/false_negative": 0.11475601588640748, "mask_rcnn/false_positive": 0.16062074859909803, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7386959921568632, "total_loss": 1.8952840431011282} {"data_time": 0.0098800677806139, "eta_seconds": 187612.8430005666, "iteration": 17519, "loss_fcos_cls": 0.34242988657206297, "loss_fcos_ctr": 0.6285552754998207, "loss_fcos_loc": 0.2410004991106689, "loss_mask": 0.31745974346995354, "loss_maskiou": 0.008335840684594586, "loss_sem_seg": 0.37879310362040997, "lr": 0.01, "mask_rcnn/accuracy": 0.8749187724076117, "mask_rcnn/false_negative": 0.09677511980875686, "mask_rcnn/false_positive": 0.15435444944956184, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7441540760919452, "total_loss": 1.9180551783647388} {"data_time": 0.010152970440685749, "eta_seconds": 187513.6563742077, "iteration": 17539, "loss_fcos_cls": 0.33103455044329166, "loss_fcos_ctr": 0.6227668849751353, "loss_fcos_loc": 0.22728978819213808, "loss_mask": 0.298284032382071, "loss_maskiou": 0.0078084510314511135, "loss_sem_seg": 0.3779058731161058, "lr": 0.01, "mask_rcnn/accuracy": 0.8754456003180493, "mask_rcnn/false_negative": 0.08511275566629124, "mask_rcnn/false_positive": 0.16590194246782983, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7235453575849533, "total_loss": 1.8688670318369986} {"data_time": 0.010144869796931744, "eta_seconds": 187562.1230142424, "iteration": 17559, "loss_fcos_cls": 0.33945201663300395, "loss_fcos_ctr": 0.6302998661994934, "loss_fcos_loc": 0.24101928295567632, "loss_mask": 0.3053047936409712, "loss_maskiou": 0.00769643290550448, "loss_sem_seg": 0.3524341166485101, "lr": 0.01, "mask_rcnn/accuracy": 0.8620218362464602, "mask_rcnn/false_negative": 0.10197512374364553, "mask_rcnn/false_positive": 0.1987061017297404, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.746986617334187, "total_loss": 1.8691498223051894} {"data_time": 0.010204056277871132, "eta_seconds": 187568.25837606005, "iteration": 17579, "loss_fcos_cls": 0.3317186227068305, "loss_fcos_ctr": 0.6230434309691191, "loss_fcos_loc": 0.23104634741321206, "loss_mask": 0.2944799540564418, "loss_maskiou": 0.007316562769119628, "loss_sem_seg": 0.37232725555077195, "lr": 0.01, "mask_rcnn/accuracy": 0.8610788013405694, "mask_rcnn/false_negative": 0.11726506926937597, "mask_rcnn/false_positive": 0.13989420596715368, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.0, "time": 0.7320407927036285, "total_loss": 1.880346636477043} {"data_time": 0.009905529208481312, "eta_seconds": 187526.88647672161, "iteration": 17599, "loss_fcos_cls": 0.341576806968078, "loss_fcos_ctr": 0.6300311060622334, "loss_fcos_loc": 0.2525287759490311, "loss_mask": 0.29703088104724884, "loss_maskiou": 0.006893827463500202, "loss_sem_seg": 0.39007419819245115, "lr": 0.01, "mask_rcnn/accuracy": 0.8786899841310847, "mask_rcnn/false_negative": 0.09808600362571814, "mask_rcnn/false_positive": 0.15000141709428133, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7285049045458436, "total_loss": 1.8897424214228522} {"data_time": 0.010217356495559216, "eta_seconds": 187454.23692918476, "iteration": 17619, "loss_fcos_cls": 0.3379183068173006, "loss_fcos_ctr": 0.6297989906743169, "loss_fcos_loc": 0.24839307740330696, "loss_mask": 0.3093281202018261, "loss_maskiou": 0.007531601797381882, "loss_sem_seg": 0.36457969807088375, "lr": 0.01, "mask_rcnn/accuracy": 0.8433920631505614, "mask_rcnn/false_negative": 0.1114494034712265, "mask_rcnn/false_positive": 0.189226891547839, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7425810741260648, "total_loss": 1.9219707466836553} {"data_time": 0.009827326983213425, "eta_seconds": 187439.38206792902, "iteration": 17639, "loss_fcos_cls": 0.3534130151383579, "loss_fcos_ctr": 0.6286530448123813, "loss_fcos_loc": 0.24610066798049957, "loss_mask": 0.29890720918774605, "loss_maskiou": 0.007789450930431485, "loss_sem_seg": 0.37015250930562615, "lr": 0.01, "mask_rcnn/accuracy": 0.8631974341460722, "mask_rcnn/false_negative": 0.11869445388155606, "mask_rcnn/false_positive": 0.15857558449937578, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7499661259353161, "total_loss": 1.915622867658385} {"data_time": 0.01058636512607336, "eta_seconds": 187547.8310647644, "iteration": 17659, "loss_fcos_cls": 0.34065212844870985, "loss_fcos_ctr": 0.6259135538712144, "loss_fcos_loc": 0.23540833918377757, "loss_mask": 0.28875986486673355, "loss_maskiou": 0.007099094975274056, "loss_sem_seg": 0.3735310211777687, "lr": 0.01, "mask_rcnn/accuracy": 0.866041472559173, "mask_rcnn/false_negative": 0.11912242602992693, "mask_rcnn/false_positive": 0.12222625085726746, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7471715249121189, "total_loss": 1.9079972193721915} {"data_time": 0.008532228879630566, "eta_seconds": 187606.82778268866, "iteration": 17679, "loss_fcos_cls": 0.32879819604568183, "loss_fcos_ctr": 0.6290510995313525, "loss_fcos_loc": 0.24169141828315333, "loss_mask": 0.3139368202537298, "loss_maskiou": 0.007531548661063425, "loss_sem_seg": 0.40776107273995876, "lr": 0.01, "mask_rcnn/accuracy": 0.8548705029494932, "mask_rcnn/false_negative": 0.10037394961518775, "mask_rcnn/false_positive": 0.17023818351384906, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.25, "time": 0.7511604111641645, "total_loss": 1.9168479304935317} {"data_time": 0.010435371659696102, "eta_seconds": 187645.3096986143, "iteration": 17699, "loss_fcos_cls": 0.33162537566386163, "loss_fcos_ctr": 0.628777526319027, "loss_fcos_loc": 0.2428682668833062, "loss_mask": 0.30966300517320633, "loss_maskiou": 0.008084986184258014, "loss_sem_seg": 0.3791416836902499, "lr": 0.01, "mask_rcnn/accuracy": 0.8673472434841113, "mask_rcnn/false_negative": 0.11306537059828893, "mask_rcnn/false_positive": 0.16510164504862537, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.75061478279531, "total_loss": 1.9129757267655805} {"data_time": 0.009054403752088547, "eta_seconds": 187671.51827055123, "iteration": 17719, "loss_fcos_cls": 0.33937229588627815, "loss_fcos_ctr": 0.6284529911354184, "loss_fcos_loc": 0.23937181755900383, "loss_mask": 0.31541028805077076, "loss_maskiou": 0.008066141221206635, "loss_sem_seg": 0.3622038955800235, "lr": 0.01, "mask_rcnn/accuracy": 0.8799111974335189, "mask_rcnn/false_negative": 0.09153414989167555, "mask_rcnn/false_positive": 0.14158916244282568, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.736550634726882, "total_loss": 1.9082875599706313} {"data_time": 0.009308998472988605, "eta_seconds": 187615.5602628691, "iteration": 17739, "loss_fcos_cls": 0.34484522184357047, "loss_fcos_ctr": 0.6294159446842968, "loss_fcos_loc": 0.23813464120030403, "loss_mask": 0.3075878946110606, "loss_maskiou": 0.007991861726623029, "loss_sem_seg": 0.3887983113527298, "lr": 0.01, "mask_rcnn/accuracy": 0.8878737997041568, "mask_rcnn/false_negative": 0.10256147262346987, "mask_rcnn/false_positive": 0.1635942642437001, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.5, "time": 0.7474994165822864, "total_loss": 1.9219637410351424} {"data_time": 0.009953207336366177, "eta_seconds": 187547.3458282631, "iteration": 17759, "loss_fcos_cls": 0.31591081188526005, "loss_fcos_ctr": 0.6252328902482986, "loss_fcos_loc": 0.226242218981497, "loss_mask": 0.30108718667179346, "loss_maskiou": 0.007855783318518661, "loss_sem_seg": 0.3662177063524723, "lr": 0.01, "mask_rcnn/accuracy": 0.84604601455967, "mask_rcnn/false_negative": 0.12105341038117703, "mask_rcnn/false_positive": 0.18980985616213103, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7288499167189002, "total_loss": 1.8234379929563147} {"data_time": 0.009460678324103355, "eta_seconds": 187470.02952506486, "iteration": 17779, "loss_fcos_cls": 0.3335785577073693, "loss_fcos_ctr": 0.6294127474538982, "loss_fcos_loc": 0.24952350743114948, "loss_mask": 0.29262454342097044, "loss_maskiou": 0.007391203835140914, "loss_sem_seg": 0.41820032987743616, "lr": 0.01, "mask_rcnn/accuracy": 0.8620276563006155, "mask_rcnn/false_negative": 0.10005804492290812, "mask_rcnn/false_positive": 0.18535276821503116, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7373087536543608, "total_loss": 1.9380957434914308} {"data_time": 0.009746626019477844, "eta_seconds": 187517.6048510503, "iteration": 17799, "loss_fcos_cls": 0.3245767308399081, "loss_fcos_ctr": 0.6265801079571247, "loss_fcos_loc": 0.2253811004338786, "loss_mask": 0.2901077060960233, "loss_maskiou": 0.0075885520345764235, "loss_sem_seg": 0.360146963968873, "lr": 0.01, "mask_rcnn/accuracy": 0.8587071092173133, "mask_rcnn/false_negative": 0.11094627513052663, "mask_rcnn/false_positive": 0.16376844999277673, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7442876035347581, "total_loss": 1.8270339728042018} {"data_time": 0.008908295072615147, "eta_seconds": 187478.45199492574, "iteration": 17819, "loss_fcos_cls": 0.35271184612065554, "loss_fcos_ctr": 0.628755358979106, "loss_fcos_loc": 0.242959288880229, "loss_mask": 0.31338467821478844, "loss_maskiou": 0.007721407062490471, "loss_sem_seg": 0.38334138691425323, "lr": 0.01, "mask_rcnn/accuracy": 0.8451097513597514, "mask_rcnn/false_negative": 0.117990764688662, "mask_rcnn/false_positive": 0.19983677319730525, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.25, "time": 0.7324304506182671, "total_loss": 1.9330459577904548} {"data_time": 0.009934279136359692, "eta_seconds": 187348.57318654284, "iteration": 17839, "loss_fcos_cls": 0.3420083802193403, "loss_fcos_ctr": 0.6282630506902933, "loss_fcos_loc": 0.23943486879579723, "loss_mask": 0.30763145349919796, "loss_maskiou": 0.008061080676270649, "loss_sem_seg": 0.38210310274735093, "lr": 0.01, "mask_rcnn/accuracy": 0.8731717366916646, "mask_rcnn/false_negative": 0.09856679840746857, "mask_rcnn/false_positive": 0.16368704518630028, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 39.75, "time": 0.7350658914074302, "total_loss": 1.9078151561698178} {"data_time": 0.009785713627934456, "eta_seconds": 187265.69139780756, "iteration": 17859, "loss_fcos_cls": 0.34720472479239106, "loss_fcos_ctr": 0.6269482616335154, "loss_fcos_loc": 0.24769176892004907, "loss_mask": 0.3047098098322749, "loss_maskiou": 0.007368559556198306, "loss_sem_seg": 0.39363165758550167, "lr": 0.01, "mask_rcnn/accuracy": 0.868414634437225, "mask_rcnn/false_negative": 0.10957146198450057, "mask_rcnn/false_positive": 0.1520489152326642, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7281524147838354, "total_loss": 1.9140770560188685} {"data_time": 0.010202583856880665, "eta_seconds": 187161.4563434422, "iteration": 17879, "loss_fcos_cls": 0.3311213569249958, "loss_fcos_ctr": 0.6306688459590077, "loss_fcos_loc": 0.24636635254137218, "loss_mask": 0.3144457023590803, "loss_maskiou": 0.007783189823385328, "loss_sem_seg": 0.38805890874937177, "lr": 0.01, "mask_rcnn/accuracy": 0.8708817575057467, "mask_rcnn/false_negative": 0.11469241722009395, "mask_rcnn/false_positive": 0.15964240593314266, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.25, "time": 0.7345259971916676, "total_loss": 1.9345863798371283} {"data_time": 0.00967121496796608, "eta_seconds": 187146.60938850045, "iteration": 17899, "loss_fcos_cls": 0.3580386443063617, "loss_fcos_ctr": 0.6285931495949626, "loss_fcos_loc": 0.24125130334869027, "loss_mask": 0.28735157009214163, "loss_maskiou": 0.00696026594232535, "loss_sem_seg": 0.34669973189011216, "lr": 0.01, "mask_rcnn/accuracy": 0.8965131073615887, "mask_rcnn/false_negative": 0.09187545325385313, "mask_rcnn/false_positive": 0.1346081512980964, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7562411278486252, "total_loss": 1.870760328572942} {"data_time": 0.010005008429288864, "eta_seconds": 187145.047291453, "iteration": 17919, "loss_fcos_cls": 0.3407558570615947, "loss_fcos_ctr": 0.6268269112333655, "loss_fcos_loc": 0.23289578268304467, "loss_mask": 0.2956049460917711, "loss_maskiou": 0.007147010954213329, "loss_sem_seg": 0.3588406462222338, "lr": 0.01, "mask_rcnn/accuracy": 0.8589496282383922, "mask_rcnn/false_negative": 0.10858595305781724, "mask_rcnn/false_positive": 0.18587910624345402, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.25, "time": 0.7424667021259665, "total_loss": 1.8967607161321212} {"data_time": 0.01057854201644659, "eta_seconds": 187018.06221172586, "iteration": 17939, "loss_fcos_cls": 0.3387347625102848, "loss_fcos_ctr": 0.6261819880455732, "loss_fcos_loc": 0.2389752713497728, "loss_mask": 0.3109832718037069, "loss_maskiou": 0.007860679586883634, "loss_sem_seg": 0.3459369628690183, "lr": 0.01, "mask_rcnn/accuracy": 0.8475278882739536, "mask_rcnn/false_negative": 0.11727918416118993, "mask_rcnn/false_positive": 0.1732325939466438, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.75, "time": 0.7309188013896346, "total_loss": 1.8852909458655631} {"data_time": 0.010584600269794464, "eta_seconds": 186829.29787651636, "iteration": 17959, "loss_fcos_cls": 0.3150925908703357, "loss_fcos_ctr": 0.6278857458382845, "loss_fcos_loc": 0.23224450135603547, "loss_mask": 0.3024746375158429, "loss_maskiou": 0.0077857939613750204, "loss_sem_seg": 0.3971701078116894, "lr": 0.01, "mask_rcnn/accuracy": 0.8744251057659048, "mask_rcnn/false_negative": 0.09072533150633369, "mask_rcnn/false_positive": 0.1923604716399675, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7407969078049064, "total_loss": 1.885073431141791} {"data_time": 0.00954287126660347, "eta_seconds": 186837.5967108747, "iteration": 17979, "loss_fcos_cls": 0.33427627210039645, "loss_fcos_ctr": 0.6277627903036773, "loss_fcos_loc": 0.24909168109297752, "loss_mask": 0.3011601446196437, "loss_maskiou": 0.007887106708949432, "loss_sem_seg": 0.3990712617523968, "lr": 0.01, "mask_rcnn/accuracy": 0.8688331563229255, "mask_rcnn/false_negative": 0.09619528088810839, "mask_rcnn/false_positive": 0.16880199823355765, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.75, "time": 0.7500067315995693, "total_loss": 1.9152518125338247} {"data_time": 0.008837326429784298, "eta_seconds": 186964.23244573642, "iteration": 17999, "loss_fcos_cls": 0.3388288873247802, "loss_fcos_ctr": 0.6258574072271585, "loss_fcos_loc": 0.24213866249192506, "loss_mask": 0.31452781334519386, "loss_maskiou": 0.00854165555210784, "loss_sem_seg": 0.4376879008486867, "lr": 0.01, "mask_rcnn/accuracy": 0.8762437604912094, "mask_rcnn/false_negative": 0.11587430892302739, "mask_rcnn/false_positive": 0.14256663722091834, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7509398870170116, "total_loss": 1.9584825619240291} {"data_time": 0.010580357164144516, "eta_seconds": 186753.8189538382, "iteration": 18019, "loss_fcos_cls": 0.33636273082811385, "loss_fcos_ctr": 0.6309126745909452, "loss_fcos_loc": 0.24861235520802438, "loss_mask": 0.29477691277861595, "loss_maskiou": 0.007762349283439107, "loss_sem_seg": 0.3796291332691908, "lr": 0.01, "mask_rcnn/accuracy": 0.8764175883119205, "mask_rcnn/false_negative": 0.10332864408670805, "mask_rcnn/false_positive": 0.14325260912194515, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 35.0, "time": 0.7268061051145196, "total_loss": 1.892964842641959} {"data_time": 0.009395791217684746, "eta_seconds": 186760.95084508974, "iteration": 18039, "loss_fcos_cls": 0.33889496233314276, "loss_fcos_ctr": 0.6271563600748777, "loss_fcos_loc": 0.24472829070873559, "loss_mask": 0.3172855442389846, "loss_maskiou": 0.008749878616072237, "loss_sem_seg": 0.3779660305008292, "lr": 0.01, "mask_rcnn/accuracy": 0.8729116228780568, "mask_rcnn/false_negative": 0.10127139192027201, "mask_rcnn/false_positive": 0.1570965288565579, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.5, "time": 0.7562659690156579, "total_loss": 1.9107662320311647} {"data_time": 0.009659312665462494, "eta_seconds": 186746.12625312153, "iteration": 18059, "loss_fcos_cls": 0.34424912137910724, "loss_fcos_ctr": 0.6292385635897517, "loss_fcos_loc": 0.23952245293185115, "loss_mask": 0.3145182728767395, "loss_maskiou": 0.008004783900105394, "loss_sem_seg": 0.37316340126562864, "lr": 0.01, "mask_rcnn/accuracy": 0.8660619673693652, "mask_rcnn/false_negative": 0.09402220100802161, "mask_rcnn/false_positive": 0.17371060425469914, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7446225415915251, "total_loss": 1.906145882778219} {"data_time": 0.01009052898734808, "eta_seconds": 186866.9313294664, "iteration": 18079, "loss_fcos_cls": 0.3519814037717879, "loss_fcos_ctr": 0.6276076743379235, "loss_fcos_loc": 0.24268456757999957, "loss_mask": 0.3107870169915259, "loss_maskiou": 0.007762802088109311, "loss_sem_seg": 0.38122148253023624, "lr": 0.01, "mask_rcnn/accuracy": 0.8621492346938775, "mask_rcnn/false_negative": 0.10978240221302887, "mask_rcnn/false_positive": 0.1533068229131495, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 37.5, "time": 0.7571602631360292, "total_loss": 1.9399341098833247} {"data_time": 0.01040675025433302, "eta_seconds": 186890.04058441613, "iteration": 18099, "loss_fcos_cls": 0.34766978141851723, "loss_fcos_ctr": 0.6260651554912329, "loss_fcos_loc": 0.23689177259802818, "loss_mask": 0.29783868324011564, "loss_maskiou": 0.007815102610038593, "loss_sem_seg": 0.3924113849643618, "lr": 0.01, "mask_rcnn/accuracy": 0.8827887174936865, "mask_rcnn/false_negative": 0.10665106527986934, "mask_rcnn/false_positive": 0.1290190631384478, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7370692333206534, "total_loss": 1.907618877128698} {"data_time": 0.00970266479998827, "eta_seconds": 186875.20221215207, "iteration": 18119, "loss_fcos_cls": 0.3334857509471476, "loss_fcos_ctr": 0.6262227199040353, "loss_fcos_loc": 0.24005095392931253, "loss_mask": 0.30293988063931465, "loss_maskiou": 0.00845006744202692, "loss_sem_seg": 0.41611985955387354, "lr": 0.01, "mask_rcnn/accuracy": 0.8632489850779022, "mask_rcnn/false_negative": 0.10327944237625, "mask_rcnn/false_positive": 0.16751766393609258, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7411525184288621, "total_loss": 1.9227204156195512} {"data_time": 0.009067287668585777, "eta_seconds": 186782.73939541914, "iteration": 18139, "loss_fcos_cls": 0.32062348956242204, "loss_fcos_ctr": 0.6266811285167933, "loss_fcos_loc": 0.23873835057020187, "loss_mask": 0.29842224530875683, "loss_maskiou": 0.007095339358784258, "loss_sem_seg": 0.37598535837605596, "lr": 0.01, "mask_rcnn/accuracy": 0.8452463461419171, "mask_rcnn/false_negative": 0.10944914952256321, "mask_rcnn/false_positive": 0.17661461070224124, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.25, "time": 0.7318112701177597, "total_loss": 1.8577291377441725} {"data_time": 0.010502948425710201, "eta_seconds": 186672.0032932805, "iteration": 18159, "loss_fcos_cls": 0.32549632620066404, "loss_fcos_ctr": 0.6281821941956878, "loss_fcos_loc": 0.2329699455294758, "loss_mask": 0.3024204298853874, "loss_maskiou": 0.007828336048987694, "loss_sem_seg": 0.3461824245750904, "lr": 0.01, "mask_rcnn/accuracy": 0.8576641966310333, "mask_rcnn/false_negative": 0.1181226487409038, "mask_rcnn/false_positive": 0.1705107167153936, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.7328534480184317, "total_loss": 1.8208911202746094} {"data_time": 0.009844547137618065, "eta_seconds": 186657.17870131228, "iteration": 18179, "loss_fcos_cls": 0.32463845098391175, "loss_fcos_ctr": 0.627866581082344, "loss_fcos_loc": 0.23513507680036128, "loss_mask": 0.29398549254983664, "loss_maskiou": 0.00720771896885708, "loss_sem_seg": 0.34480229625478387, "lr": 0.01, "mask_rcnn/accuracy": 0.8728291581182738, "mask_rcnn/false_negative": 0.0987635187716929, "mask_rcnn/false_positive": 0.1607862150835374, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 32.0, "time": 0.75674216914922, "total_loss": 1.8384372479340527} {"data_time": 0.009887062944471836, "eta_seconds": 186651.3941565249, "iteration": 18199, "loss_fcos_cls": 0.330902524292469, "loss_fcos_ctr": 0.6281070373952389, "loss_fcos_loc": 0.23303897981531918, "loss_mask": 0.29419293999671936, "loss_maskiou": 0.008231038809753954, "loss_sem_seg": 0.36075755301862955, "lr": 0.01, "mask_rcnn/accuracy": 0.8629275923262858, "mask_rcnn/false_negative": 0.10956398348176379, "mask_rcnn/false_positive": 0.16018635350302612, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.7455960465595126, "total_loss": 1.8899291172710946} {"data_time": 0.010678195394575596, "eta_seconds": 186659.67096972372, "iteration": 18219, "loss_fcos_cls": 0.3467396907508373, "loss_fcos_ctr": 0.6262281248345971, "loss_fcos_loc": 0.2318423476535827, "loss_mask": 0.2797543304041028, "loss_maskiou": 0.007315905881114304, "loss_sem_seg": 0.33164248056709766, "lr": 0.01, "mask_rcnn/accuracy": 0.8749516303347267, "mask_rcnn/false_negative": 0.0881557092129999, "mask_rcnn/false_positive": 0.1624688559191227, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.5, "time": 0.7529535628855228, "total_loss": 1.8072069178888341} {"data_time": 0.010106444358825684, "eta_seconds": 186850.08118906338, "iteration": 18239, "loss_fcos_cls": 0.3104441025061533, "loss_fcos_ctr": 0.6257363706827164, "loss_fcos_loc": 0.23146632686257362, "loss_mask": 0.29367554653435946, "loss_maskiou": 0.006494087021565065, "loss_sem_seg": 0.36164848413318396, "lr": 0.01, "mask_rcnn/accuracy": 0.8850377107364684, "mask_rcnn/false_negative": 0.08800778697294909, "mask_rcnn/false_positive": 0.13807727786644747, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.75074278190732, "total_loss": 1.8494536749640247} {"data_time": 0.009757326915860176, "eta_seconds": 186892.63113918807, "iteration": 18259, "loss_fcos_cls": 0.32550183963030577, "loss_fcos_ctr": 0.6285624206066132, "loss_fcos_loc": 0.2413539681583643, "loss_mask": 0.31995973316952586, "loss_maskiou": 0.007592190624563955, "loss_sem_seg": 0.4037650329992175, "lr": 0.01, "mask_rcnn/accuracy": 0.8528704927759503, "mask_rcnn/false_negative": 0.1151329821472839, "mask_rcnn/false_positive": 0.16515272185778393, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.5, "time": 0.7457486968487501, "total_loss": 1.9614959007012658} {"data_time": 0.009425820782780647, "eta_seconds": 186868.39547716733, "iteration": 18279, "loss_fcos_cls": 0.33957915799692273, "loss_fcos_ctr": 0.6263007409870625, "loss_fcos_loc": 0.2377825197763741, "loss_mask": 0.30316980462521315, "loss_maskiou": 0.008134707837598398, "loss_sem_seg": 0.4215189069509506, "lr": 0.01, "mask_rcnn/accuracy": 0.8763348136510702, "mask_rcnn/false_negative": 0.10799906741691598, "mask_rcnn/false_positive": 0.13905316861817496, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 30.25, "time": 0.7436655955389142, "total_loss": 1.9209749487854424} {"data_time": 0.010186822153627872, "eta_seconds": 186849.67028966546, "iteration": 18299, "loss_fcos_cls": 0.3404854373075068, "loss_fcos_ctr": 0.6291586672887206, "loss_fcos_loc": 0.24422166659496725, "loss_mask": 0.31052888184785843, "loss_maskiou": 0.0073949727229774, "loss_sem_seg": 0.4129003391135484, "lr": 0.01, "mask_rcnn/accuracy": 0.8658366584491829, "mask_rcnn/false_negative": 0.11753955469832222, "mask_rcnn/false_positive": 0.14626572209456107, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.0, "time": 0.749491361901164, "total_loss": 1.9262387953931466} {"data_time": 0.010584862902760506, "eta_seconds": 186906.04016562458, "iteration": 18319, "loss_fcos_cls": 0.3277343197260052, "loss_fcos_ctr": 0.6273115128278732, "loss_fcos_loc": 0.2446634378284216, "loss_mask": 0.30949926748871803, "loss_maskiou": 0.006899887273903005, "loss_sem_seg": 0.389326561242342, "lr": 0.01, "mask_rcnn/accuracy": 0.8558578944281887, "mask_rcnn/false_negative": 0.09915084914569111, "mask_rcnn/false_positive": 0.18570427001454753, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.75, "time": 0.7601286452263594, "total_loss": 1.8847680900653359} {"data_time": 0.011138161644339561, "eta_seconds": 186823.85368792992, "iteration": 18339, "loss_fcos_cls": 0.3367865434847772, "loss_fcos_ctr": 0.6282020295038819, "loss_fcos_loc": 0.24572808644734323, "loss_mask": 0.31044647190719843, "loss_maskiou": 0.007864269166020676, "loss_sem_seg": 0.38862757943570614, "lr": 0.01, "mask_rcnn/accuracy": 0.8692556048861853, "mask_rcnn/false_negative": 0.09368733981637553, "mask_rcnn/false_positive": 0.14599355567128214, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.0, "time": 0.7393880737945437, "total_loss": 1.9119985918223392} {"data_time": 0.010380064137279987, "eta_seconds": 186735.34881490562, "iteration": 18359, "loss_fcos_cls": 0.3476175114046782, "loss_fcos_ctr": 0.6289040921255946, "loss_fcos_loc": 0.24863632244523615, "loss_mask": 0.29917445220053196, "loss_maskiou": 0.0072811998397810385, "loss_sem_seg": 0.38524330337531865, "lr": 0.01, "mask_rcnn/accuracy": 0.8796835140306123, "mask_rcnn/false_negative": 0.09921629510014852, "mask_rcnn/false_positive": 0.12876523904001835, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.7153601869940758, "total_loss": 1.9252764134434983} {"data_time": 0.010037011466920376, "eta_seconds": 186517.96636653133, "iteration": 18379, "loss_fcos_cls": 0.3291196199133992, "loss_fcos_ctr": 0.6269099256023765, "loss_fcos_loc": 0.2360443079378456, "loss_mask": 0.2983497017994523, "loss_maskiou": 0.0081109107559314, "loss_sem_seg": 0.36627005180343986, "lr": 0.01, "mask_rcnn/accuracy": 0.8766332076308785, "mask_rcnn/false_negative": 0.08758923646879711, "mask_rcnn/false_positive": 0.19420651796117733, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.25, "time": 0.7352513493970037, "total_loss": 1.8904715734970523} {"data_time": 0.01031933818012476, "eta_seconds": 186486.44938518852, "iteration": 18399, "loss_fcos_cls": 0.32534382166340947, "loss_fcos_ctr": 0.625067207030952, "loss_fcos_loc": 0.22657299786806107, "loss_mask": 0.2919432343915105, "loss_maskiou": 0.007725146249867976, "loss_sem_seg": 0.3883836925961077, "lr": 0.01, "mask_rcnn/accuracy": 0.857448099929627, "mask_rcnn/false_negative": 0.10058131965165454, "mask_rcnn/false_positive": 0.1496264021358908, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7390378890559077, "total_loss": 1.8795246133813635} {"data_time": 0.01133362390100956, "eta_seconds": 186511.39951876458, "iteration": 18419, "loss_fcos_cls": 0.3494151427876204, "loss_fcos_ctr": 0.6290026241913438, "loss_fcos_loc": 0.2436345440801233, "loss_mask": 0.2924701701849699, "loss_maskiou": 0.007408354831568431, "loss_sem_seg": 0.41223247023299336, "lr": 0.01, "mask_rcnn/accuracy": 0.8911890594392965, "mask_rcnn/false_negative": 0.06673662386310011, "mask_rcnn/false_positive": 0.14873683274672933, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7528470605611801, "total_loss": 1.9192302307492355} {"data_time": 0.010244406759738922, "eta_seconds": 186587.43233020417, "iteration": 18439, "loss_fcos_cls": 0.3338383939117193, "loss_fcos_ctr": 0.6273625488393009, "loss_fcos_loc": 0.2409182647243142, "loss_mask": 0.3020370304584503, "loss_maskiou": 0.007060172560159117, "loss_sem_seg": 0.391503210645169, "lr": 0.01, "mask_rcnn/accuracy": 0.8585584938200632, "mask_rcnn/false_negative": 0.09870050744796444, "mask_rcnn/false_positive": 0.16870304303640882, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.5, "time": 0.7408126145601273, "total_loss": 1.9343528630415676} {"data_time": 0.010690750554203987, "eta_seconds": 186433.2922649961, "iteration": 18459, "loss_fcos_cls": 0.3348253723233938, "loss_fcos_ctr": 0.6281937723979354, "loss_fcos_loc": 0.23058685241267085, "loss_mask": 0.30620920844376087, "loss_maskiou": 0.007323976722545922, "loss_sem_seg": 0.43541011959314346, "lr": 0.01, "mask_rcnn/accuracy": 0.859899054903268, "mask_rcnn/false_negative": 0.09127333148381823, "mask_rcnn/false_positive": 0.221867890945445, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.75, "time": 0.7336519975215197, "total_loss": 1.9620540714095114} {"data_time": 0.009660955518484116, "eta_seconds": 186418.46897239052, "iteration": 18479, "loss_fcos_cls": 0.33120176242664456, "loss_fcos_ctr": 0.6297759460285306, "loss_fcos_loc": 0.24513642909005284, "loss_mask": 0.3102655168622732, "loss_maskiou": 0.007634844565473031, "loss_sem_seg": 0.38064602855592966, "lr": 0.01, "mask_rcnn/accuracy": 0.8782700862831008, "mask_rcnn/false_negative": 0.10298154787992295, "mask_rcnn/false_positive": 0.13182519732458192, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 24.0, "time": 0.738217388279736, "total_loss": 1.8931116332751117} {"data_time": 0.010472295805811882, "eta_seconds": 186412.3294693753, "iteration": 18499, "loss_fcos_cls": 0.33121154736727476, "loss_fcos_ctr": 0.6255097407847643, "loss_fcos_loc": 0.22598463017493486, "loss_mask": 0.29885172843933105, "loss_maskiou": 0.006960410421015695, "loss_sem_seg": 0.37510727625340223, "lr": 0.01, "mask_rcnn/accuracy": 0.8646814337128812, "mask_rcnn/false_negative": 0.11611954860712122, "mask_rcnn/false_positive": 0.14832756167404032, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7396859265863895, "total_loss": 1.8617768528929446} {"data_time": 0.009867386892437935, "eta_seconds": 186405.16063785274, "iteration": 18519, "loss_fcos_cls": 0.346502473577857, "loss_fcos_ctr": 0.6304554180242121, "loss_fcos_loc": 0.24118070863187313, "loss_mask": 0.294446618296206, "loss_maskiou": 0.007476303217117675, "loss_sem_seg": 0.39115722849965096, "lr": 0.01, "mask_rcnn/accuracy": 0.8710753532182104, "mask_rcnn/false_negative": 0.11690254282805859, "mask_rcnn/false_positive": 0.13271024852623658, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.7487479550763965, "total_loss": 1.9332187484251335} {"data_time": 0.009563971310853958, "eta_seconds": 186382.68150305003, "iteration": 18539, "loss_fcos_cls": 0.3317128901835531, "loss_fcos_ctr": 0.6282589351758361, "loss_fcos_loc": 0.24982229166198522, "loss_mask": 0.3126964829862118, "loss_maskiou": 0.008028118638321757, "loss_sem_seg": 0.3952791774645448, "lr": 0.01, "mask_rcnn/accuracy": 0.8710750159438776, "mask_rcnn/false_negative": 0.07777616851447958, "mask_rcnn/false_positive": 0.17268805065282014, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7310603121295571, "total_loss": 1.9217685162293492} {"data_time": 0.010485546663403511, "eta_seconds": 186336.84696863405, "iteration": 18559, "loss_fcos_cls": 0.3153747911565006, "loss_fcos_ctr": 0.6270597968250513, "loss_fcos_loc": 0.24107822473160923, "loss_mask": 0.29558428563177586, "loss_maskiou": 0.0073764772387221456, "loss_sem_seg": 0.37196194753050804, "lr": 0.01, "mask_rcnn/accuracy": 0.8745300247758678, "mask_rcnn/false_negative": 0.07971084731661385, "mask_rcnn/false_positive": 0.1661865786612586, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7354641007259488, "total_loss": 1.8494397679241956} {"data_time": 0.010353549383580685, "eta_seconds": 186472.8028665427, "iteration": 18579, "loss_fcos_cls": 0.34239973360672593, "loss_fcos_ctr": 0.6265995763242245, "loss_fcos_loc": 0.24224618799053133, "loss_mask": 0.3102550059556961, "loss_maskiou": 0.007472407596651465, "loss_sem_seg": 0.4078320460394025, "lr": 0.01, "mask_rcnn/accuracy": 0.8657325911133684, "mask_rcnn/false_negative": 0.11575999029323739, "mask_rcnn/false_positive": 0.16983470611833928, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.0, "time": 0.7516024699434638, "total_loss": 1.9293032505956944} {"data_time": 0.009974426589906216, "eta_seconds": 186557.25190813933, "iteration": 18599, "loss_fcos_cls": 0.32332893926650286, "loss_fcos_ctr": 0.6254099160432816, "loss_fcos_loc": 0.23951531702186912, "loss_mask": 0.3054406577721238, "loss_maskiou": 0.007611896711750887, "loss_sem_seg": 0.3485640026628971, "lr": 0.01, "mask_rcnn/accuracy": 0.8623820546737213, "mask_rcnn/false_negative": 0.12726313047022156, "mask_rcnn/false_positive": 0.14016921401141952, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7324666883796453, "total_loss": 1.8684276857966324} {"data_time": 0.009924191981554031, "eta_seconds": 186579.066634872, "iteration": 18619, "loss_fcos_cls": 0.33946199622005224, "loss_fcos_ctr": 0.6260130787268281, "loss_fcos_loc": 0.23318774322979152, "loss_mask": 0.30055468808859587, "loss_maskiou": 0.008095798853901215, "loss_sem_seg": 0.39056675136089325, "lr": 0.01, "mask_rcnn/accuracy": 0.8601482612072313, "mask_rcnn/false_negative": 0.1079991922865978, "mask_rcnn/false_positive": 0.17267275926434497, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7470346353948116, "total_loss": 1.8963808859843994} {"data_time": 0.00991101749241352, "eta_seconds": 186428.30233487673, "iteration": 18639, "loss_fcos_cls": 0.3369109034538269, "loss_fcos_ctr": 0.628805560991168, "loss_fcos_loc": 0.24710364313796163, "loss_mask": 0.3043860765174031, "loss_maskiou": 0.008193372035748325, "loss_sem_seg": 0.3695473778061569, "lr": 0.01, "mask_rcnn/accuracy": 0.8779045828857859, "mask_rcnn/false_negative": 0.10732112287741868, "mask_rcnn/false_positive": 0.13998243801587748, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7301231352612376, "total_loss": 1.9435953442298342} {"data_time": 0.00969986617565155, "eta_seconds": 186285.0593389403, "iteration": 18659, "loss_fcos_cls": 0.3468725080601871, "loss_fcos_ctr": 0.6292554601095617, "loss_fcos_loc": 0.24865216377656907, "loss_mask": 0.30847098026424646, "loss_maskiou": 0.008493688539601862, "loss_sem_seg": 0.3573705585440621, "lr": 0.01, "mask_rcnn/accuracy": 0.8681799486098787, "mask_rcnn/false_negative": 0.09913239259780321, "mask_rcnn/false_positive": 0.1670843899835503, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.25, "time": 0.7397706499323249, "total_loss": 1.9174788522941526} {"data_time": 0.01100148819386959, "eta_seconds": 186220.61653549597, "iteration": 18679, "loss_fcos_cls": 0.33101427275687456, "loss_fcos_ctr": 0.623544535599649, "loss_fcos_loc": 0.22886030562222004, "loss_mask": 0.2997869560495019, "loss_maskiou": 0.008289404890092555, "loss_sem_seg": 0.39251570822671056, "lr": 0.01, "mask_rcnn/accuracy": 0.8467570329007942, "mask_rcnn/false_negative": 0.11899467096583938, "mask_rcnn/false_positive": 0.16639798362724928, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7440451243892312, "total_loss": 1.8755024364654673} {"data_time": 0.009763217531144619, "eta_seconds": 186205.79719158635, "iteration": 18699, "loss_fcos_cls": 0.32337720156647265, "loss_fcos_ctr": 0.6274534985423088, "loss_fcos_loc": 0.23135265964083374, "loss_mask": 0.28955761808902025, "loss_maskiou": 0.00731552901561372, "loss_sem_seg": 0.41000413428992033, "lr": 0.01, "mask_rcnn/accuracy": 0.8584172562753325, "mask_rcnn/false_negative": 0.11614744310900979, "mask_rcnn/false_positive": 0.19294309153072917, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.25, "time": 0.7460156800225377, "total_loss": 1.8722873600199819} {"data_time": 0.009393934160470963, "eta_seconds": 186146.77545728907, "iteration": 18719, "loss_fcos_cls": 0.34245960460975766, "loss_fcos_ctr": 0.6265989993698895, "loss_fcos_loc": 0.24012612411752343, "loss_mask": 0.28663736023008823, "loss_maskiou": 0.007992644401383586, "loss_sem_seg": 0.3986426629126072, "lr": 0.01, "mask_rcnn/accuracy": 0.863517489375613, "mask_rcnn/false_negative": 0.11704872921618531, "mask_rcnn/false_positive": 0.13725505946821098, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7318000076338649, "total_loss": 1.8757744419381197} {"data_time": 0.010262289084494114, "eta_seconds": 186068.42375272233, "iteration": 18739, "loss_fcos_cls": 0.3494453700259328, "loss_fcos_ctr": 0.628250824753195, "loss_fcos_loc": 0.25145649374462664, "loss_mask": 0.31535718590021133, "loss_maskiou": 0.00795808166731149, "loss_sem_seg": 0.3823177218437195, "lr": 0.01, "mask_rcnn/accuracy": 0.8561834550817846, "mask_rcnn/false_negative": 0.11894984632280498, "mask_rcnn/false_positive": 0.16604581067099142, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.7346181096509099, "total_loss": 1.9326381881255656} {"data_time": 0.010324417613446712, "eta_seconds": 186040.03147686739, "iteration": 18759, "loss_fcos_cls": 0.33148833306040615, "loss_fcos_ctr": 0.6277611679397523, "loss_fcos_loc": 0.23862587579060346, "loss_mask": 0.29778342321515083, "loss_maskiou": 0.007148000382585451, "loss_sem_seg": 0.40071970969438553, "lr": 0.01, "mask_rcnn/accuracy": 0.8592992167242144, "mask_rcnn/false_negative": 0.0877946265126168, "mask_rcnn/false_positive": 0.1695285291994933, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7289661876857281, "total_loss": 1.9436534899577964} {"data_time": 0.009820534847676754, "eta_seconds": 186025.22178963665, "iteration": 18779, "loss_fcos_cls": 0.33261057641357183, "loss_fcos_ctr": 0.6259751487523317, "loss_fcos_loc": 0.239599347114563, "loss_mask": 0.2970396811142564, "loss_maskiou": 0.007231403127661906, "loss_sem_seg": 0.42830771720036864, "lr": 0.01, "mask_rcnn/accuracy": 0.877080296404276, "mask_rcnn/false_negative": 0.10136151043822364, "mask_rcnn/false_positive": 0.1619303587466376, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7338895155116916, "total_loss": 1.9359968474745983} {"data_time": 0.009405302815139294, "eta_seconds": 186023.99144756887, "iteration": 18799, "loss_fcos_cls": 0.33960722340270877, "loss_fcos_ctr": 0.628649802878499, "loss_fcos_loc": 0.24212345585692674, "loss_mask": 0.3005484268069267, "loss_maskiou": 0.007875790499383584, "loss_sem_seg": 0.362144754268229, "lr": 0.01, "mask_rcnn/accuracy": 0.8654136182774996, "mask_rcnn/false_negative": 0.10611795729114762, "mask_rcnn/false_positive": 0.13298857809393433, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7508875457569957, "total_loss": 1.8802760050202778} {"data_time": 0.010428874753415585, "eta_seconds": 186035.3231183309, "iteration": 18819, "loss_fcos_cls": 0.3399919420480728, "loss_fcos_ctr": 0.6295746956020594, "loss_fcos_loc": 0.24300859693903476, "loss_mask": 0.29188749473541975, "loss_maskiou": 0.007359082956099883, "loss_sem_seg": 0.35914399940520525, "lr": 0.01, "mask_rcnn/accuracy": 0.8332610127384287, "mask_rcnn/false_negative": 0.12544276018571993, "mask_rcnn/false_positive": 0.17980629378398244, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.7349293669685721, "total_loss": 1.867234469667892} {"data_time": 0.010211956687271595, "eta_seconds": 186044.24530980736, "iteration": 18839, "loss_fcos_cls": 0.3250527488999069, "loss_fcos_ctr": 0.6281793052330613, "loss_fcos_loc": 0.24122900515794754, "loss_mask": 0.2961588492617011, "loss_maskiou": 0.006621425069170073, "loss_sem_seg": 0.3685695445165038, "lr": 0.01, "mask_rcnn/accuracy": 0.8500090843023256, "mask_rcnn/false_negative": 0.11753420437727836, "mask_rcnn/false_positive": 0.1659012253416369, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7404755605384707, "total_loss": 1.8945270923140924} {"data_time": 0.010890773497521877, "eta_seconds": 186005.69741843827, "iteration": 18859, "loss_fcos_cls": 0.32217494235374033, "loss_fcos_ctr": 0.6273165037855506, "loss_fcos_loc": 0.2385725845815614, "loss_mask": 0.30910634249448776, "loss_maskiou": 0.008222366363042966, "loss_sem_seg": 0.3689428959041834, "lr": 0.01, "mask_rcnn/accuracy": 0.8640804986804682, "mask_rcnn/false_negative": 0.10571609439134147, "mask_rcnn/false_positive": 0.15530525234801856, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 42.25, "time": 0.7202570466324687, "total_loss": 1.8568223557958845} {"data_time": 0.009719998575747013, "eta_seconds": 186014.61582986265, "iteration": 18879, "loss_fcos_cls": 0.3232601509662345, "loss_fcos_ctr": 0.6284970371052623, "loss_fcos_loc": 0.24346047034487128, "loss_mask": 0.29861860629171133, "loss_maskiou": 0.008042364788707346, "loss_sem_seg": 0.3782543707638979, "lr": 0.01, "mask_rcnn/accuracy": 0.8657852171480838, "mask_rcnn/false_negative": 0.12234906564298696, "mask_rcnn/false_positive": 0.15706790320468078, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.7423379113897681, "total_loss": 1.8733652945957147} {"data_time": 0.009599081240594387, "eta_seconds": 185999.8010898903, "iteration": 18899, "loss_fcos_cls": 0.3234571152133867, "loss_fcos_ctr": 0.6253598635084927, "loss_fcos_loc": 0.2325416561216116, "loss_mask": 0.30071929981932044, "loss_maskiou": 0.007219489125418477, "loss_sem_seg": 0.3642348856665194, "lr": 0.01, "mask_rcnn/accuracy": 0.8862073765105327, "mask_rcnn/false_negative": 0.08318534806498035, "mask_rcnn/false_positive": 0.13399625842807378, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.25, "time": 0.7584974095225334, "total_loss": 1.8249083575647091} {"data_time": 0.009504151530563831, "eta_seconds": 185961.2588685993, "iteration": 18919, "loss_fcos_cls": 0.35619957372546196, "loss_fcos_ctr": 0.6266235671937466, "loss_fcos_loc": 0.2353997506434098, "loss_mask": 0.2782033309340477, "loss_maskiou": 0.006555387648404576, "loss_sem_seg": 0.3576768524944782, "lr": 0.01, "mask_rcnn/accuracy": 0.8792294494287247, "mask_rcnn/false_negative": 0.09131217806049241, "mask_rcnn/false_positive": 0.12613254116686579, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.5, "time": 0.7417592108249664, "total_loss": 1.8656069099888555} {"data_time": 0.009328290820121765, "eta_seconds": 186038.42120655533, "iteration": 18939, "loss_fcos_cls": 0.350034176139161, "loss_fcos_ctr": 0.6281561683863401, "loss_fcos_loc": 0.24259442638140172, "loss_mask": 0.30438971519470215, "loss_maskiou": 0.007382576040981803, "loss_sem_seg": 0.36106192972511053, "lr": 0.01, "mask_rcnn/accuracy": 0.8613074383234307, "mask_rcnn/false_negative": 0.1059046861396481, "mask_rcnn/false_positive": 0.1487059119451693, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.7423000605776906, "total_loss": 1.8782972815970425} {"data_time": 0.009365247562527657, "eta_seconds": 186060.452609404, "iteration": 18959, "loss_fcos_cls": 0.33428515191189945, "loss_fcos_ctr": 0.6269912905991077, "loss_fcos_loc": 0.23370368988253176, "loss_mask": 0.2994958474300802, "loss_maskiou": 0.007354102548561059, "loss_sem_seg": 0.37403282849118114, "lr": 0.01, "mask_rcnn/accuracy": 0.8797724216315491, "mask_rcnn/false_negative": 0.0938686012316963, "mask_rcnn/false_positive": 0.16734389704912525, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7573062600567937, "total_loss": 1.8924362773177563} {"data_time": 0.009253736585378647, "eta_seconds": 185916.82031876035, "iteration": 18979, "loss_fcos_cls": 0.34214524319395423, "loss_fcos_ctr": 0.6289748623967171, "loss_fcos_loc": 0.23769019753672183, "loss_mask": 0.30046120192855597, "loss_maskiou": 0.007854708019294776, "loss_sem_seg": 0.3618209878914058, "lr": 0.01, "mask_rcnn/accuracy": 0.8619833831196947, "mask_rcnn/false_negative": 0.11827534474233653, "mask_rcnn/false_positive": 0.15899840666375809, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.5, "time": 0.730035524815321, "total_loss": 1.9006978664474445} {"data_time": 0.009633371606469154, "eta_seconds": 185873.3925525248, "iteration": 18999, "loss_fcos_cls": 0.32971177995204926, "loss_fcos_ctr": 0.6276676752604544, "loss_fcos_loc": 0.230056369677186, "loss_mask": 0.3069160943850875, "loss_maskiou": 0.007532350660767406, "loss_sem_seg": 0.37283116206526756, "lr": 0.01, "mask_rcnn/accuracy": 0.8802123689341015, "mask_rcnn/false_negative": 0.09239321606832436, "mask_rcnn/false_positive": 0.16407002034595414, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7586463941261172, "total_loss": 1.8575603971403325} {"data_time": 0.009988706558942795, "eta_seconds": 186015.98327110242, "iteration": 19019, "loss_fcos_cls": 0.3250180627219379, "loss_fcos_ctr": 0.6273108152672648, "loss_fcos_loc": 0.23756480705924332, "loss_mask": 0.3053045989945531, "loss_maskiou": 0.007696609492995776, "loss_sem_seg": 0.3925902461633086, "lr": 0.01, "mask_rcnn/accuracy": 0.8788731814852246, "mask_rcnn/false_negative": 0.09128098248619959, "mask_rcnn/false_positive": 0.1262909254788135, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.736036404967308, "total_loss": 1.9116399915073998} {"data_time": 0.009398747235536575, "eta_seconds": 185914.49375439715, "iteration": 19039, "loss_fcos_cls": 0.31262713484466076, "loss_fcos_ctr": 0.6268504168838263, "loss_fcos_loc": 0.23512459266930819, "loss_mask": 0.30462422128766775, "loss_maskiou": 0.007535902870586142, "loss_sem_seg": 0.3710804684087634, "lr": 0.01, "mask_rcnn/accuracy": 0.8744201689016663, "mask_rcnn/false_negative": 0.10538284330264652, "mask_rcnn/false_positive": 0.16404279340188765, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.745799234136939, "total_loss": 1.8526601873454638} {"data_time": 0.009493369609117508, "eta_seconds": 185828.96084287763, "iteration": 19059, "loss_fcos_cls": 0.3266473803669214, "loss_fcos_ctr": 0.6288515408523381, "loss_fcos_loc": 0.23169427854008973, "loss_mask": 0.2953154044225812, "loss_maskiou": 0.006541924100019969, "loss_sem_seg": 0.37099619023501873, "lr": 0.01, "mask_rcnn/accuracy": 0.8685232426303855, "mask_rcnn/false_negative": 0.10741408540970476, "mask_rcnn/false_positive": 0.17043113371209384, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7304209973663092, "total_loss": 1.8733719102310715} {"data_time": 0.009182863868772984, "eta_seconds": 185717.3170477962, "iteration": 19079, "loss_fcos_cls": 0.33531666453927755, "loss_fcos_ctr": 0.6270355177111924, "loss_fcos_loc": 0.23737026110757142, "loss_mask": 0.29085057973861694, "loss_maskiou": 0.007456468854798004, "loss_sem_seg": 0.3583888406865299, "lr": 0.01, "mask_rcnn/accuracy": 0.876331904206346, "mask_rcnn/false_negative": 0.09529152683425234, "mask_rcnn/false_positive": 0.14931950153303294, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.25, "time": 0.7374065723270178, "total_loss": 1.89379684717278} {"data_time": 0.010486388579010963, "eta_seconds": 185702.5141961379, "iteration": 19099, "loss_fcos_cls": 0.2946137668332085, "loss_fcos_ctr": 0.6266130073927343, "loss_fcos_loc": 0.23790533421561122, "loss_mask": 0.28336916770786047, "loss_maskiou": 0.007163803034927696, "loss_sem_seg": 0.3696109876036644, "lr": 0.01, "mask_rcnn/accuracy": 0.8727660174646782, "mask_rcnn/false_negative": 0.10134719091314151, "mask_rcnn/false_positive": 0.16860676232390764, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.744358679279685, "total_loss": 1.8515620567195583} {"data_time": 0.009553603827953339, "eta_seconds": 185634.4113139892, "iteration": 19119, "loss_fcos_cls": 0.34379066061228514, "loss_fcos_ctr": 0.6256351119372994, "loss_fcos_loc": 0.23623947566375136, "loss_mask": 0.31170729361474514, "loss_maskiou": 0.007403987518046051, "loss_sem_seg": 0.37879332434386015, "lr": 0.01, "mask_rcnn/accuracy": 0.8898809523809523, "mask_rcnn/false_negative": 0.09597525813778601, "mask_rcnn/false_positive": 0.16143189300562524, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7205006489530206, "total_loss": 1.90826629219373} {"data_time": 0.00933022703975439, "eta_seconds": 185619.61271135975, "iteration": 19139, "loss_fcos_cls": 0.3490956219029613, "loss_fcos_ctr": 0.6281582731753588, "loss_fcos_loc": 0.2450072020292282, "loss_mask": 0.29006038326770067, "loss_maskiou": 0.007059637937345542, "loss_sem_seg": 0.36018716683611274, "lr": 0.01, "mask_rcnn/accuracy": 0.8727244683987294, "mask_rcnn/false_negative": 0.11022092437869033, "mask_rcnn/false_positive": 0.15842949421481517, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.7348608635365963, "total_loss": 1.8779401408537524} {"data_time": 0.010115367360413074, "eta_seconds": 185664.2139434386, "iteration": 19159, "loss_fcos_cls": 0.3267906769178808, "loss_fcos_ctr": 0.6292264694347978, "loss_fcos_loc": 0.24153028381988406, "loss_mask": 0.2982139587402344, "loss_maskiou": 0.007792809570673853, "loss_sem_seg": 0.39945871848613024, "lr": 0.01, "mask_rcnn/accuracy": 0.8653643789246468, "mask_rcnn/false_negative": 0.10458295782539037, "mask_rcnn/false_positive": 0.16295690473093039, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7535026669502258, "total_loss": 1.8959532113658497} {"data_time": 0.010218904353678226, "eta_seconds": 185613.7814878011, "iteration": 19179, "loss_fcos_cls": 0.32960688136518, "loss_fcos_ctr": 0.6289864568971097, "loss_fcos_loc": 0.2450466132722795, "loss_mask": 0.30834290012717247, "loss_maskiou": 0.007878507152781822, "loss_sem_seg": 0.42617773870006204, "lr": 0.01, "mask_rcnn/accuracy": 0.8645382395382395, "mask_rcnn/false_negative": 0.11132380399078881, "mask_rcnn/false_positive": 0.14361042822274447, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7400804925709963, "total_loss": 1.9275074635079363} {"data_time": 0.010739888064563274, "eta_seconds": 185567.132816202, "iteration": 19199, "loss_fcos_cls": 0.3384788674302399, "loss_fcos_ctr": 0.629276733379811, "loss_fcos_loc": 0.2467716378159821, "loss_mask": 0.3169373059645295, "loss_maskiou": 0.00751303671131609, "loss_sem_seg": 0.36820893082767725, "lr": 0.01, "mask_rcnn/accuracy": 0.8703507323472024, "mask_rcnn/false_negative": 0.10340783218195317, "mask_rcnn/false_positive": 0.16936305995039602, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.0, "time": 0.7353227883577347, "total_loss": 1.9559153635636903} {"data_time": 0.009690679609775543, "eta_seconds": 185517.40509055927, "iteration": 19219, "loss_fcos_cls": 0.32412154506891966, "loss_fcos_ctr": 0.6289533600211143, "loss_fcos_loc": 0.2375014517456293, "loss_mask": 0.3046091478317976, "loss_maskiou": 0.00760339769476559, "loss_sem_seg": 0.3671488598920405, "lr": 0.01, "mask_rcnn/accuracy": 0.844471775931017, "mask_rcnn/false_negative": 0.11781822750761628, "mask_rcnn/false_positive": 0.1855830042601181, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.740891202352941, "total_loss": 1.8776848292181967} {"data_time": 0.009030588902533054, "eta_seconds": 185433.6695603337, "iteration": 19239, "loss_fcos_cls": 0.33828041097149253, "loss_fcos_ctr": 0.628345238044858, "loss_fcos_loc": 0.24556737556122243, "loss_mask": 0.30222317622974515, "loss_maskiou": 0.007901614968432114, "loss_sem_seg": 0.3661713204346597, "lr": 0.01, "mask_rcnn/accuracy": 0.8902363679846939, "mask_rcnn/false_negative": 0.09726347603648156, "mask_rcnn/false_positive": 0.13303847559751797, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7429690351709723, "total_loss": 1.887840973213315} {"data_time": 0.00902190338820219, "eta_seconds": 185386.33643430285, "iteration": 19259, "loss_fcos_cls": 0.34280932135879993, "loss_fcos_ctr": 0.6317623667418957, "loss_fcos_loc": 0.24956527876202017, "loss_mask": 0.2954089790582657, "loss_maskiou": 0.008196175884222612, "loss_sem_seg": 0.40413803048431873, "lr": 0.01, "mask_rcnn/accuracy": 0.8860089433783463, "mask_rcnn/false_negative": 0.08675155511811253, "mask_rcnn/false_positive": 0.16041476371204366, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 40.0, "time": 0.7417360050603747, "total_loss": 1.9211324390489608} {"data_time": 0.009526137262582779, "eta_seconds": 185215.8590109311, "iteration": 19279, "loss_fcos_cls": 0.34632904129102826, "loss_fcos_ctr": 0.6257921275682747, "loss_fcos_loc": 0.24142918561119586, "loss_mask": 0.3122892500832677, "loss_maskiou": 0.007078920767526142, "loss_sem_seg": 0.34332733741030097, "lr": 0.01, "mask_rcnn/accuracy": 0.8531598786700828, "mask_rcnn/false_negative": 0.10994309737553407, "mask_rcnn/false_positive": 0.18846686608740365, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.25, "time": 0.7334621222689748, "total_loss": 1.8571414741018089} {"data_time": 0.010482735000550747, "eta_seconds": 185307.25046754722, "iteration": 19299, "loss_fcos_cls": 0.3259462567511946, "loss_fcos_ctr": 0.6261565829627216, "loss_fcos_loc": 0.24421483441255987, "loss_mask": 0.3020801916718483, "loss_maskiou": 0.0074834678816841915, "loss_sem_seg": 0.37657001055777073, "lr": 0.01, "mask_rcnn/accuracy": 0.8536426022272263, "mask_rcnn/false_negative": 0.10477993284384829, "mask_rcnn/false_positive": 0.1903321033150308, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 45.75, "time": 0.7465309202671051, "total_loss": 1.8908838588540675} {"data_time": 0.009465242736041546, "eta_seconds": 185292.46733940113, "iteration": 19319, "loss_fcos_cls": 0.3432425851933658, "loss_fcos_ctr": 0.6275553507730365, "loss_fcos_loc": 0.23056337563320994, "loss_mask": 0.31797937396913767, "loss_maskiou": 0.007741695546428673, "loss_sem_seg": 0.37617230881005526, "lr": 0.01, "mask_rcnn/accuracy": 0.858912516499137, "mask_rcnn/false_negative": 0.11258529988229125, "mask_rcnn/false_positive": 0.16668603063068488, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.754432019777596, "total_loss": 1.8745942470777663} {"data_time": 0.010069346986711025, "eta_seconds": 185068.7162031466, "iteration": 19339, "loss_fcos_cls": 0.3327819057740271, "loss_fcos_ctr": 0.6260415809229016, "loss_fcos_loc": 0.23246962670236826, "loss_mask": 0.3023038525134325, "loss_maskiou": 0.007305518563953228, "loss_sem_seg": 0.40827520471066236, "lr": 0.01, "mask_rcnn/accuracy": 0.8413838361431529, "mask_rcnn/false_negative": 0.11651808647301817, "mask_rcnn/false_positive": 0.1936835944490431, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7251201728358865, "total_loss": 1.9073859668715158} {"data_time": 0.00978168100118637, "eta_seconds": 185279.7720644474, "iteration": 19359, "loss_fcos_cls": 0.33296156860888004, "loss_fcos_ctr": 0.629912287928164, "loss_fcos_loc": 0.24670116626657546, "loss_mask": 0.3202359965071082, "loss_maskiou": 0.008053988800384104, "loss_sem_seg": 0.353912818711251, "lr": 0.01, "mask_rcnn/accuracy": 0.8406743858551088, "mask_rcnn/false_negative": 0.12333510266846343, "mask_rcnn/false_positive": 0.18382485067191529, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 40.0, "time": 0.7468292796984315, "total_loss": 1.8786193190753693} {"data_time": 0.009826219640672207, "eta_seconds": 185264.98759007454, "iteration": 19379, "loss_fcos_cls": 0.344562926562503, "loss_fcos_ctr": 0.6276773074641824, "loss_fcos_loc": 0.24594009201973677, "loss_mask": 0.29994664154946804, "loss_maskiou": 0.007608374929986894, "loss_sem_seg": 0.3710402389988303, "lr": 0.01, "mask_rcnn/accuracy": 0.8587922700645915, "mask_rcnn/false_negative": 0.1153609185590175, "mask_rcnn/false_positive": 0.16590293004326964, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7369927018880844, "total_loss": 1.9156284094642615} {"data_time": 0.0106125483289361, "eta_seconds": 185250.20311570168, "iteration": 19399, "loss_fcos_cls": 0.34688547207042575, "loss_fcos_ctr": 0.6277992920950055, "loss_fcos_loc": 0.2386647682869807, "loss_mask": 0.2929903957992792, "loss_maskiou": 0.006962413011933677, "loss_sem_seg": 0.4120169496163726, "lr": 0.01, "mask_rcnn/accuracy": 0.8767839455248347, "mask_rcnn/false_negative": 0.1058451717474189, "mask_rcnn/false_positive": 0.1629782272076739, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7392836892977357, "total_loss": 1.9246749493759125} {"data_time": 0.009800370782613754, "eta_seconds": 185276.9625453651, "iteration": 19419, "loss_fcos_cls": 0.3250705935060978, "loss_fcos_ctr": 0.6291843596845865, "loss_fcos_loc": 0.23371485667303205, "loss_mask": 0.29197068326175213, "loss_maskiou": 0.0069439639046322554, "loss_sem_seg": 0.3832840248942375, "lr": 0.01, "mask_rcnn/accuracy": 0.8776097872795505, "mask_rcnn/false_negative": 0.09638638903759797, "mask_rcnn/false_positive": 0.16181488117454867, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 43.0, "time": 0.7667140988633037, "total_loss": 1.8752747190155787} {"data_time": 0.010161316022276878, "eta_seconds": 185261.06049405877, "iteration": 19439, "loss_fcos_cls": 0.3324652835726738, "loss_fcos_ctr": 0.6283927166368812, "loss_fcos_loc": 0.24521598173305392, "loss_mask": 0.3152594855055213, "loss_maskiou": 0.007859395642299205, "loss_sem_seg": 0.35703089740127325, "lr": 0.01, "mask_rcnn/accuracy": 0.8774621707657422, "mask_rcnn/false_negative": 0.103911876376021, "mask_rcnn/false_positive": 0.1324359722752592, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 32.0, "time": 0.7370752850547433, "total_loss": 1.892652392052696} {"data_time": 0.009705244563519955, "eta_seconds": 185268.50396961067, "iteration": 19459, "loss_fcos_cls": 0.32421458419412374, "loss_fcos_ctr": 0.6278104465454817, "loss_fcos_loc": 0.2343689352273941, "loss_mask": 0.3043836932629347, "loss_maskiou": 0.006553526618517935, "loss_sem_seg": 0.3928536679595709, "lr": 0.01, "mask_rcnn/accuracy": 0.8564080810690214, "mask_rcnn/false_negative": 0.11971929053981378, "mask_rcnn/false_positive": 0.1508213796067962, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.25, "time": 0.726417594589293, "total_loss": 1.9051102881639963} {"data_time": 0.010186130180954933, "eta_seconds": 185256.19347476028, "iteration": 19479, "loss_fcos_cls": 0.3290533619001508, "loss_fcos_ctr": 0.6287560574710369, "loss_fcos_loc": 0.24295422923751175, "loss_mask": 0.3126906165853143, "loss_maskiou": 0.007369937899056822, "loss_sem_seg": 0.36789115285500884, "lr": 0.01, "mask_rcnn/accuracy": 0.8834346903655079, "mask_rcnn/false_negative": 0.09624302467804155, "mask_rcnn/false_positive": 0.15236606894806834, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 40.0, "time": 0.748573993332684, "total_loss": 1.901615268943715} {"data_time": 0.00888968724757433, "eta_seconds": 185238.9250178272, "iteration": 19499, "loss_fcos_cls": 0.31858219346031547, "loss_fcos_ctr": 0.6260273447260261, "loss_fcos_loc": 0.2348368939710781, "loss_mask": 0.2983438214287162, "loss_maskiou": 0.006745385719113983, "loss_sem_seg": 0.36709571024402976, "lr": 0.01, "mask_rcnn/accuracy": 0.8763131669767577, "mask_rcnn/false_negative": 0.09458262652945978, "mask_rcnn/false_positive": 0.15355540877325294, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.25, "time": 0.7355645960196853, "total_loss": 1.8755316228198353} {"data_time": 0.010565085336565971, "eta_seconds": 185201.90968910698, "iteration": 19519, "loss_fcos_cls": 0.34913649456575513, "loss_fcos_ctr": 0.6308906422927976, "loss_fcos_loc": 0.2500244928523898, "loss_mask": 0.3020845912396908, "loss_maskiou": 0.007832430957932957, "loss_sem_seg": 0.42364712804555893, "lr": 0.01, "mask_rcnn/accuracy": 0.8688038364696529, "mask_rcnn/false_negative": 0.11494792159225245, "mask_rcnn/false_positive": 0.15126817374865364, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.5, "time": 0.7439754363149405, "total_loss": 1.993784782695002} {"data_time": 0.010033214464783669, "eta_seconds": 185295.9986509625, "iteration": 19539, "loss_fcos_cls": 0.33109155879355967, "loss_fcos_ctr": 0.6277515105903149, "loss_fcos_loc": 0.24025805434212089, "loss_mask": 0.29605082236230373, "loss_maskiou": 0.007890723180025816, "loss_sem_seg": 0.37686925660818815, "lr": 0.01, "mask_rcnn/accuracy": 0.858433307763665, "mask_rcnn/false_negative": 0.09555887280213168, "mask_rcnn/false_positive": 0.15505350055536604, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.0, "time": 0.758507807739079, "total_loss": 1.8840880371280946} {"data_time": 0.009996355511248112, "eta_seconds": 185344.07153041288, "iteration": 19559, "loss_fcos_cls": 0.33173051849007607, "loss_fcos_ctr": 0.6257732314988971, "loss_fcos_loc": 0.22828856436535716, "loss_mask": 0.30369298439472914, "loss_maskiou": 0.0071381320303771645, "loss_sem_seg": 0.35884352773427963, "lr": 0.01, "mask_rcnn/accuracy": 0.8595268464528669, "mask_rcnn/false_negative": 0.08297813907528503, "mask_rcnn/false_positive": 0.16966401344071264, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.741193606518209, "total_loss": 1.8647280557925114} {"data_time": 0.010223887860774994, "eta_seconds": 185276.83348178584, "iteration": 19579, "loss_fcos_cls": 0.3211468909867108, "loss_fcos_ctr": 0.6302619967609644, "loss_fcos_loc": 0.24262316076783463, "loss_mask": 0.3105192156508565, "loss_maskiou": 0.0070858573890291154, "loss_sem_seg": 0.35549215506762266, "lr": 0.01, "mask_rcnn/accuracy": 0.8802387026239067, "mask_rcnn/false_negative": 0.10826404225652397, "mask_rcnn/false_positive": 0.12705487661355547, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7620600610971451, "total_loss": 1.852977044924046} {"data_time": 0.010214067995548248, "eta_seconds": 185184.3037288757, "iteration": 19599, "loss_fcos_cls": 0.3350365054793656, "loss_fcos_ctr": 0.6288915062323213, "loss_fcos_loc": 0.24143235571682453, "loss_mask": 0.31150721572339535, "loss_maskiou": 0.008289752528071404, "loss_sem_seg": 0.3460349891684018, "lr": 0.01, "mask_rcnn/accuracy": 0.8584429613764847, "mask_rcnn/false_negative": 0.10233210057861744, "mask_rcnn/false_positive": 0.15958968048744004, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.72571711987257, "total_loss": 1.8395651632163208} {"data_time": 0.009436296299099922, "eta_seconds": 185151.55229752045, "iteration": 19619, "loss_fcos_cls": 0.32844342989847064, "loss_fcos_ctr": 0.6261573964729905, "loss_fcos_loc": 0.2380063042510301, "loss_mask": 0.3002460179850459, "loss_maskiou": 0.006929206938366406, "loss_sem_seg": 0.36713788472115993, "lr": 0.01, "mask_rcnn/accuracy": 0.8774399275839369, "mask_rcnn/false_negative": 0.09636357064755595, "mask_rcnn/false_positive": 0.1304053601048603, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.5, "time": 0.7415266800671816, "total_loss": 1.900009695076733} {"data_time": 0.00971065554767847, "eta_seconds": 185206.70647248998, "iteration": 19639, "loss_fcos_cls": 0.3444133223965764, "loss_fcos_ctr": 0.6257164319977164, "loss_fcos_loc": 0.23451417731121182, "loss_mask": 0.30506328493356705, "loss_maskiou": 0.007525350491050631, "loss_sem_seg": 0.38708500610664487, "lr": 0.01, "mask_rcnn/accuracy": 0.8761084168737753, "mask_rcnn/false_negative": 0.0974011915529027, "mask_rcnn/false_positive": 0.16882478609250068, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.25, "time": 0.755732461810112, "total_loss": 1.9407141156552825} {"data_time": 0.011454880237579346, "eta_seconds": 185191.91130020097, "iteration": 19659, "loss_fcos_cls": 0.3443959318101406, "loss_fcos_ctr": 0.6268710242584348, "loss_fcos_loc": 0.23455013916827738, "loss_mask": 0.31579707469791174, "loss_maskiou": 0.008157098636729643, "loss_sem_seg": 0.38953263917937875, "lr": 0.01, "mask_rcnn/accuracy": 0.857399904406207, "mask_rcnn/false_negative": 0.13108904501989538, "mask_rcnn/false_positive": 0.182236781703421, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.75, "time": 0.7430507158860564, "total_loss": 1.9130994805018418} {"data_time": 0.009730655699968338, "eta_seconds": 185177.11612791196, "iteration": 19679, "loss_fcos_cls": 0.351948436582461, "loss_fcos_ctr": 0.6284417621791363, "loss_fcos_loc": 0.24694767384789884, "loss_mask": 0.3206271966919303, "loss_maskiou": 0.007350228981522378, "loss_sem_seg": 0.3968588663265109, "lr": 0.01, "mask_rcnn/accuracy": 0.8632452165395514, "mask_rcnn/false_negative": 0.11230248417912336, "mask_rcnn/false_positive": 0.13333464620929725, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.0, "time": 0.7423076592385769, "total_loss": 1.9630707214964787} {"data_time": 0.01000916212797165, "eta_seconds": 185177.6274882499, "iteration": 19699, "loss_fcos_cls": 0.3252477995119989, "loss_fcos_ctr": 0.6247692443430424, "loss_fcos_loc": 0.2298261356772855, "loss_mask": 0.29545311629772186, "loss_maskiou": 0.006843995375675149, "loss_sem_seg": 0.41088001150637865, "lr": 0.01, "mask_rcnn/accuracy": 0.8442897137503774, "mask_rcnn/false_negative": 0.08935725495657838, "mask_rcnn/false_positive": 0.2194294444910401, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.74767482932657, "total_loss": 1.893885701560066} {"data_time": 0.010536775924265385, "eta_seconds": 185282.09349065926, "iteration": 19719, "loss_fcos_cls": 0.33156548580154777, "loss_fcos_ctr": 0.6291711023077369, "loss_fcos_loc": 0.24440056807361543, "loss_mask": 0.29931752756237984, "loss_maskiou": 0.0066761966299964115, "loss_sem_seg": 0.369738427689299, "lr": 0.01, "mask_rcnn/accuracy": 0.8547928917329644, "mask_rcnn/false_negative": 0.12741814361865417, "mask_rcnn/false_positive": 0.15957134567669004, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.75, "time": 0.7441581347957253, "total_loss": 1.876112447527703} {"data_time": 0.00968833640217781, "eta_seconds": 185478.68659340218, "iteration": 19739, "loss_fcos_cls": 0.3265078761614859, "loss_fcos_ctr": 0.6253222608938813, "loss_fcos_loc": 0.23447683709673584, "loss_mask": 0.2805193969979882, "loss_maskiou": 0.0071196510252775624, "loss_sem_seg": 0.36075057042762637, "lr": 0.01, "mask_rcnn/accuracy": 0.8897712778293135, "mask_rcnn/false_negative": 0.0813613244356943, "mask_rcnn/false_positive": 0.15395252169574966, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 41.25, "time": 0.7555806431919336, "total_loss": 1.846296585375967} {"data_time": 0.010686725378036499, "eta_seconds": 185488.98618023843, "iteration": 19759, "loss_fcos_cls": 0.31809177342802286, "loss_fcos_ctr": 0.6279714573174715, "loss_fcos_loc": 0.24004737148061395, "loss_mask": 0.29339858796447515, "loss_maskiou": 0.007671902363654226, "loss_sem_seg": 0.3612062484025955, "lr": 0.01, "mask_rcnn/accuracy": 0.8699667150308952, "mask_rcnn/false_negative": 0.11017067076626313, "mask_rcnn/false_positive": 0.1482477553683988, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.7347064865753055, "total_loss": 1.8693161526025506} {"data_time": 0.009696032851934433, "eta_seconds": 185514.48295307066, "iteration": 19779, "loss_fcos_cls": 0.3264226270839572, "loss_fcos_ctr": 0.6290079466998577, "loss_fcos_loc": 0.23281027522170916, "loss_mask": 0.29384654201567173, "loss_maskiou": 0.0071922903443919495, "loss_sem_seg": 0.35365524142980576, "lr": 0.01, "mask_rcnn/accuracy": 0.8619959157905586, "mask_rcnn/false_negative": 0.09810686505344496, "mask_rcnn/false_positive": 0.15905916119449787, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.75, "time": 0.7422160729765892, "total_loss": 1.8496037542681734} {"data_time": 0.009924075566232204, "eta_seconds": 185434.2181336917, "iteration": 19799, "loss_fcos_cls": 0.33238069363869727, "loss_fcos_ctr": 0.6284811184741557, "loss_fcos_loc": 0.23627834138460457, "loss_mask": 0.3085785685107112, "loss_maskiou": 0.007757389103062451, "loss_sem_seg": 0.39276722725480795, "lr": 0.01, "mask_rcnn/accuracy": 0.8501406427673708, "mask_rcnn/false_negative": 0.103882420108315, "mask_rcnn/false_positive": 0.2035449569607272, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 38.0, "time": 0.7383808447048068, "total_loss": 1.903903292142786} {"data_time": 0.00940954964607954, "eta_seconds": 185527.41328295507, "iteration": 19819, "loss_fcos_cls": 0.3421146534383297, "loss_fcos_ctr": 0.6265999181196094, "loss_fcos_loc": 0.2413039468228817, "loss_mask": 0.30458086635917425, "loss_maskiou": 0.007146751508116722, "loss_sem_seg": 0.39249966386705637, "lr": 0.01, "mask_rcnn/accuracy": 0.8702121480847408, "mask_rcnn/false_negative": 0.1094910816344188, "mask_rcnn/false_positive": 0.14777077853499124, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7437417348846793, "total_loss": 1.9165999737597303} {"data_time": 0.009553010575473309, "eta_seconds": 185576.17457791697, "iteration": 19839, "loss_fcos_cls": 0.32625715830363333, "loss_fcos_ctr": 0.6235520499758422, "loss_fcos_loc": 0.23095806711353362, "loss_mask": 0.29879221972078085, "loss_maskiou": 0.007857167918700725, "loss_sem_seg": 0.36036770697683096, "lr": 0.01, "mask_rcnn/accuracy": 0.8757944861261188, "mask_rcnn/false_negative": 0.10127339596979142, "mask_rcnn/false_positive": 0.14886458748333015, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 40.0, "time": 0.7485605720430613, "total_loss": 1.8484133917227155} {"data_time": 0.010526499710977077, "eta_seconds": 185661.67428898904, "iteration": 19859, "loss_fcos_cls": 0.32963066501542926, "loss_fcos_ctr": 0.6283282050862908, "loss_fcos_loc": 0.24589659459888935, "loss_mask": 0.31058905832469463, "loss_maskiou": 0.007108143290679436, "loss_sem_seg": 0.3987785940989852, "lr": 0.01, "mask_rcnn/accuracy": 0.8700778695659872, "mask_rcnn/false_negative": 0.09410931808985046, "mask_rcnn/false_positive": 0.17585367758440745, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 38.0, "time": 0.732767621986568, "total_loss": 1.898120321216993} {"data_time": 0.009469262324273586, "eta_seconds": 185625.40033833962, "iteration": 19879, "loss_fcos_cls": 0.3440022156573832, "loss_fcos_ctr": 0.62621307419613, "loss_fcos_loc": 0.23150601680390537, "loss_mask": 0.29534568451344967, "loss_maskiou": 0.006990805122768506, "loss_sem_seg": 0.36651337426155806, "lr": 0.01, "mask_rcnn/accuracy": 0.889914168792517, "mask_rcnn/false_negative": 0.10046932404921988, "mask_rcnn/false_positive": 0.1266610382129483, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7303184065967798, "total_loss": 1.8764075127546676} {"data_time": 0.010785819962620735, "eta_seconds": 185631.9851657683, "iteration": 19899, "loss_fcos_cls": 0.32193438801914454, "loss_fcos_ctr": 0.6272391136735678, "loss_fcos_loc": 0.23532709944993258, "loss_mask": 0.2988498518243432, "loss_maskiou": 0.00727212950005196, "loss_sem_seg": 0.3731025247834623, "lr": 0.01, "mask_rcnn/accuracy": 0.8615511658526877, "mask_rcnn/false_negative": 0.09448069935006559, "mask_rcnn/false_positive": 0.156246076050906, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7504097726196051, "total_loss": 1.8818775323452428} {"data_time": 0.00958273559808731, "eta_seconds": 185617.14060415793, "iteration": 19919, "loss_fcos_cls": 0.32375348499044776, "loss_fcos_ctr": 0.6249384582042694, "loss_fcos_loc": 0.22690097393933684, "loss_mask": 0.2925884136930108, "loss_maskiou": 0.006877743893710431, "loss_sem_seg": 0.3709184010513127, "lr": 0.01, "mask_rcnn/accuracy": 0.8849512717349096, "mask_rcnn/false_negative": 0.11438698839863373, "mask_rcnn/false_positive": 0.1360789739630187, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.7404028736054897, "total_loss": 1.8581169398748898} {"data_time": 0.009390274062752724, "eta_seconds": 185602.29604254756, "iteration": 19939, "loss_fcos_cls": 0.33271264960058033, "loss_fcos_ctr": 0.6294761095196009, "loss_fcos_loc": 0.24246993591077626, "loss_mask": 0.3026009136810899, "loss_maskiou": 0.00688910685130395, "loss_sem_seg": 0.40067827701568604, "lr": 0.01, "mask_rcnn/accuracy": 0.8570034444937396, "mask_rcnn/false_negative": 0.09558205954531868, "mask_rcnn/false_positive": 0.18824983557043523, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7425237242132425, "total_loss": 1.893203692161478} {"data_time": 0.009880751371383667, "eta_seconds": 185603.2390559921, "iteration": 19959, "loss_fcos_cls": 0.33699485659599304, "loss_fcos_ctr": 0.6281109601259232, "loss_fcos_loc": 0.23472847836092114, "loss_mask": 0.30063270404934883, "loss_maskiou": 0.008274722087662667, "loss_sem_seg": 0.41012762067839503, "lr": 0.01, "mask_rcnn/accuracy": 0.8764846202904238, "mask_rcnn/false_negative": 0.11683855946479701, "mask_rcnn/false_positive": 0.16024639291037943, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7562073860317469, "total_loss": 1.919124471853138} {"data_time": 0.010133752599358559, "eta_seconds": 185630.52840693202, "iteration": 19979, "loss_fcos_cls": 0.33623450994491577, "loss_fcos_ctr": 0.6326983226463199, "loss_fcos_loc": 0.24841433856636286, "loss_mask": 0.3008482027798891, "loss_maskiou": 0.007608427229570225, "loss_sem_seg": 0.3492524269968271, "lr": 0.01, "mask_rcnn/accuracy": 0.8785452150785127, "mask_rcnn/false_negative": 0.0889616181687106, "mask_rcnn/false_positive": 0.15857100345751618, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7434817440807819, "total_loss": 1.8945667248481186} {"data_time": 0.009707344695925713, "eta_seconds": 185557.76235771645, "iteration": 19999, "loss_fcos_cls": 0.3502486143261194, "loss_fcos_ctr": 0.6247999202460051, "loss_fcos_loc": 0.23568507586605847, "loss_mask": 0.307505089789629, "loss_maskiou": 0.008162459271261469, "loss_sem_seg": 0.37211270490661263, "lr": 0.01, "mask_rcnn/accuracy": 0.865356576952815, "mask_rcnn/false_negative": 0.12404025845301304, "mask_rcnn/false_positive": 0.14787865195927336, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7337667485699058, "total_loss": 1.9324725521728396} {"data_time": 0.0101354094222188, "eta_seconds": 185558.70158276428, "iteration": 20019, "loss_fcos_cls": 0.3483251817524433, "loss_fcos_ctr": 0.6292913733050227, "loss_fcos_loc": 0.2456364561803639, "loss_mask": 0.29975351970642805, "loss_maskiou": 0.007673661573790014, "loss_sem_seg": 0.3737802724353969, "lr": 0.01, "mask_rcnn/accuracy": 0.8592336578852298, "mask_rcnn/false_negative": 0.09916070079020738, "mask_rcnn/false_positive": 0.1718978951403517, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.5, "time": 0.7393595790490508, "total_loss": 1.8979175573622342} {"data_time": 0.009858256205916405, "eta_seconds": 185528.0732344957, "iteration": 20039, "loss_fcos_cls": 0.33636902179569006, "loss_fcos_ctr": 0.6281748549081385, "loss_fcos_loc": 0.2329268443863839, "loss_mask": 0.3084862129762769, "loss_maskiou": 0.008153986200341024, "loss_sem_seg": 0.3699675854295492, "lr": 0.01, "mask_rcnn/accuracy": 0.8710345298833819, "mask_rcnn/false_negative": 0.09951841960722577, "mask_rcnn/false_positive": 0.18357336882712472, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7350342646241188, "total_loss": 1.8675815223832615} {"data_time": 0.010366372764110565, "eta_seconds": 185529.00993394572, "iteration": 20059, "loss_fcos_cls": 0.3241321255918592, "loss_fcos_ctr": 0.626219566911459, "loss_fcos_loc": 0.22965924278832972, "loss_mask": 0.29996268544346094, "loss_maskiou": 0.007544332533143461, "loss_sem_seg": 0.3313320898450911, "lr": 0.01, "mask_rcnn/accuracy": 0.8709631458966566, "mask_rcnn/false_negative": 0.10651223170173052, "mask_rcnn/false_positive": 0.13734647903888914, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7429087674245238, "total_loss": 1.8285863756609615} {"data_time": 0.010865729302167892, "eta_seconds": 185576.19014435727, "iteration": 20079, "loss_fcos_cls": 0.3257261700928211, "loss_fcos_ctr": 0.6242855596356094, "loss_fcos_loc": 0.23535820469260216, "loss_mask": 0.28696353919804096, "loss_maskiou": 0.006837220164015889, "loss_sem_seg": 0.3692404213361442, "lr": 0.01, "mask_rcnn/accuracy": 0.8763646824836654, "mask_rcnn/false_negative": 0.09219015829603913, "mask_rcnn/false_positive": 0.15516627051298743, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7440882660448551, "total_loss": 1.842635039560264} {"data_time": 0.010768383741378784, "eta_seconds": 185608.62063641194, "iteration": 20099, "loss_fcos_cls": 0.33576548285782337, "loss_fcos_ctr": 0.6260857162997127, "loss_fcos_loc": 0.24105641664937139, "loss_mask": 0.2999812522903085, "loss_maskiou": 0.006940625753486529, "loss_sem_seg": 0.3615617146715522, "lr": 0.01, "mask_rcnn/accuracy": 0.867843387354942, "mask_rcnn/false_negative": 0.10923095004013783, "mask_rcnn/false_positive": 0.14762612012802923, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 39.5, "time": 0.7532898280769587, "total_loss": 1.8634764707676368} {"data_time": 0.009958812035620213, "eta_seconds": 185677.51913358737, "iteration": 20119, "loss_fcos_cls": 0.31300839968025684, "loss_fcos_ctr": 0.6271632444113493, "loss_fcos_loc": 0.23566066939383745, "loss_mask": 0.2951235482469201, "loss_maskiou": 0.007355548412306234, "loss_sem_seg": 0.39401098946109414, "lr": 0.01, "mask_rcnn/accuracy": 0.8750380270642739, "mask_rcnn/false_negative": 0.0859699248428224, "mask_rcnn/false_positive": 0.13845634681976446, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7499915026128292, "total_loss": 1.911042248866579} {"data_time": 0.009561372920870781, "eta_seconds": 186013.20149014145, "iteration": 20139, "loss_fcos_cls": 0.3350586239248514, "loss_fcos_ctr": 0.6284344960004091, "loss_fcos_loc": 0.23614571196958423, "loss_mask": 0.3092269916087389, "loss_maskiou": 0.00781795516377315, "loss_sem_seg": 0.38893508119508624, "lr": 0.01, "mask_rcnn/accuracy": 0.8587846886513888, "mask_rcnn/false_negative": 0.09903663762474345, "mask_rcnn/false_positive": 0.1778822715235553, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7578010205179453, "total_loss": 1.9511695195105858} {"data_time": 0.009874423034489155, "eta_seconds": 185983.00210824795, "iteration": 20159, "loss_fcos_cls": 0.3107810700312257, "loss_fcos_ctr": 0.6243093349039555, "loss_fcos_loc": 0.23073657834902406, "loss_mask": 0.2911929404363036, "loss_maskiou": 0.007086394231009763, "loss_sem_seg": 0.3894340544939041, "lr": 0.01, "mask_rcnn/accuracy": 0.8659704332023728, "mask_rcnn/false_negative": 0.09776427503772855, "mask_rcnn/false_positive": 0.16522070254356486, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7480800077319145, "total_loss": 1.86883154840325} {"data_time": 0.010391565039753914, "eta_seconds": 185932.86750677507, "iteration": 20179, "loss_fcos_cls": 0.3472566239070147, "loss_fcos_ctr": 0.6291921753436327, "loss_fcos_loc": 0.2385164040606469, "loss_mask": 0.28576185973361135, "loss_maskiou": 0.007683694173465483, "loss_sem_seg": 0.38144794572144747, "lr": 0.01, "mask_rcnn/accuracy": 0.8619213989943804, "mask_rcnn/false_negative": 0.11005184906682915, "mask_rcnn/false_positive": 0.181112088653949, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 41.0, "time": 0.7361232014372945, "total_loss": 1.9093407395557733} {"data_time": 0.009842283092439175, "eta_seconds": 185618.07403159607, "iteration": 20199, "loss_fcos_cls": 0.3399087751749903, "loss_fcos_ctr": 0.6291302652098238, "loss_fcos_loc": 0.24201957462355494, "loss_mask": 0.29912642389535904, "loss_maskiou": 0.008062608423642814, "loss_sem_seg": 0.3537194193340838, "lr": 0.01, "mask_rcnn/accuracy": 0.8821190034455341, "mask_rcnn/false_negative": 0.10891017382637838, "mask_rcnn/false_positive": 0.13537815539635573, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7276479657739401, "total_loss": 1.8715764955850318} {"data_time": 0.009998450055718422, "eta_seconds": 185588.32860297523, "iteration": 20219, "loss_fcos_cls": 0.347085471265018, "loss_fcos_ctr": 0.6282573938369751, "loss_fcos_loc": 0.23402608558535576, "loss_mask": 0.2956393691711128, "loss_maskiou": 0.007868565211538225, "loss_sem_seg": 0.362678044475615, "lr": 0.01, "mask_rcnn/accuracy": 0.8825129701835568, "mask_rcnn/false_negative": 0.10188276506266405, "mask_rcnn/false_positive": 0.15017387676934582, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7371920607984066, "total_loss": 1.840869815350743} {"data_time": 0.009702802635729313, "eta_seconds": 185588.35148060042, "iteration": 20239, "loss_fcos_cls": 0.33075889153406024, "loss_fcos_ctr": 0.6275918479077518, "loss_fcos_loc": 0.24457995011471212, "loss_mask": 0.2964294124394655, "loss_maskiou": 0.007969990227138624, "loss_sem_seg": 0.40202288422733545, "lr": 0.01, "mask_rcnn/accuracy": 0.8547894145486822, "mask_rcnn/false_negative": 0.11706204569340525, "mask_rcnn/false_positive": 0.19645830000983583, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7512247040867805, "total_loss": 1.9077261847560294} {"data_time": 0.009673592634499073, "eta_seconds": 185642.04710286856, "iteration": 20259, "loss_fcos_cls": 0.33130959630943835, "loss_fcos_ctr": 0.6269279886037111, "loss_fcos_loc": 0.23605239926837385, "loss_mask": 0.2924553230404854, "loss_maskiou": 0.007023504382232204, "loss_sem_seg": 0.37030865624547005, "lr": 0.01, "mask_rcnn/accuracy": 0.86542519831853, "mask_rcnn/false_negative": 0.10490007217594549, "mask_rcnn/false_positive": 0.16522279576355794, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7599660474807024, "total_loss": 1.8507176852435805} {"data_time": 0.009933863766491413, "eta_seconds": 185858.44107044395, "iteration": 20279, "loss_fcos_cls": 0.3326858782675117, "loss_fcos_ctr": 0.6287242695689201, "loss_fcos_loc": 0.24042035214370117, "loss_mask": 0.3070663334801793, "loss_maskiou": 0.00776983484684024, "loss_sem_seg": 0.4038441055454314, "lr": 0.01, "mask_rcnn/accuracy": 0.858566479476406, "mask_rcnn/false_negative": 0.08714261528371642, "mask_rcnn/false_positive": 0.17953662335961085, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7459450289607048, "total_loss": 1.9148567272204673} {"data_time": 0.009236127138137817, "eta_seconds": 185612.3135713935, "iteration": 20299, "loss_fcos_cls": 0.32601958396844566, "loss_fcos_ctr": 0.6299961544573307, "loss_fcos_loc": 0.23572914442047477, "loss_mask": 0.3144146129488945, "loss_maskiou": 0.008146400447003543, "loss_sem_seg": 0.3984313793480396, "lr": 0.01, "mask_rcnn/accuracy": 0.8480123208159764, "mask_rcnn/false_negative": 0.10615173380164597, "mask_rcnn/false_positive": 0.19972315782972236, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7321480130776763, "total_loss": 1.9068052878574235} {"data_time": 0.010098558850586414, "eta_seconds": 185467.27289565, "iteration": 20319, "loss_fcos_cls": 0.35561969061382115, "loss_fcos_ctr": 0.629126857034862, "loss_fcos_loc": 0.24340996355749667, "loss_mask": 0.30203624814748764, "loss_maskiou": 0.0074180999072268605, "loss_sem_seg": 0.3867671536281705, "lr": 0.01, "mask_rcnn/accuracy": 0.8610489263732704, "mask_rcnn/false_negative": 0.1085931850651475, "mask_rcnn/false_positive": 0.18158563680375278, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.75, "time": 0.7317499117925763, "total_loss": 1.9229021115315845} {"data_time": 0.010179602541029453, "eta_seconds": 185507.52608215064, "iteration": 20339, "loss_fcos_cls": 0.3304626978933811, "loss_fcos_ctr": 0.6291695227846503, "loss_fcos_loc": 0.23712330241687596, "loss_mask": 0.3142567314207554, "loss_maskiou": 0.007855480682337657, "loss_sem_seg": 0.3625575713813305, "lr": 0.01, "mask_rcnn/accuracy": 0.8585273684763481, "mask_rcnn/false_negative": 0.11193100980078675, "mask_rcnn/false_positive": 0.15892218981935186, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.5, "time": 0.7413280392065644, "total_loss": 1.8868496825452894} {"data_time": 0.009274222888052464, "eta_seconds": 185437.5602186108, "iteration": 20359, "loss_fcos_cls": 0.3315279658418149, "loss_fcos_ctr": 0.6305985366925597, "loss_fcos_loc": 0.24155469704419374, "loss_mask": 0.30404918920248747, "loss_maskiou": 0.007382523392152507, "loss_sem_seg": 0.38749348325654864, "lr": 0.01, "mask_rcnn/accuracy": 0.849906004068294, "mask_rcnn/false_negative": 0.08454130233829568, "mask_rcnn/false_positive": 0.2017832685267003, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7331302566453815, "total_loss": 1.916587343075662} {"data_time": 0.009008154273033142, "eta_seconds": 185400.65662755165, "iteration": 20379, "loss_fcos_cls": 0.35215872805565596, "loss_fcos_ctr": 0.6232992187142372, "loss_fcos_loc": 0.23294242308475077, "loss_mask": 0.3064293693751097, "loss_maskiou": 0.00808294584567193, "loss_sem_seg": 0.36849515698850155, "lr": 0.01, "mask_rcnn/accuracy": 0.8545461978497693, "mask_rcnn/false_negative": 0.11272555231218834, "mask_rcnn/false_positive": 0.18524497430126524, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7336939852684736, "total_loss": 1.8905759082408622} {"data_time": 0.01000109501183033, "eta_seconds": 185534.7346144244, "iteration": 20399, "loss_fcos_cls": 0.3317925320006907, "loss_fcos_ctr": 0.6253598285838962, "loss_fcos_loc": 0.22820938052609563, "loss_mask": 0.3036884879693389, "loss_maskiou": 0.007455618113453966, "loss_sem_seg": 0.4095715042203665, "lr": 0.01, "mask_rcnn/accuracy": 0.8471775468947687, "mask_rcnn/false_negative": 0.10905672121356047, "mask_rcnn/false_positive": 0.20936546753335833, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.75, "time": 0.76477727945894, "total_loss": 1.9070787976743304} {"data_time": 0.009709658101201057, "eta_seconds": 185323.72674732748, "iteration": 20419, "loss_fcos_cls": 0.3321979930624366, "loss_fcos_ctr": 0.625423651188612, "loss_fcos_loc": 0.23211579147027805, "loss_mask": 0.3039920851588249, "loss_maskiou": 0.007439661523676477, "loss_sem_seg": 0.3866002499125898, "lr": 0.01, "mask_rcnn/accuracy": 0.8754167300831277, "mask_rcnn/false_negative": 0.09547051438529117, "mask_rcnn/false_positive": 0.16481858587481418, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.75, "time": 0.7414044439792633, "total_loss": 1.8856282838096377} {"data_time": 0.010198104195296764, "eta_seconds": 185433.22231581062, "iteration": 20439, "loss_fcos_cls": 0.31963648507371545, "loss_fcos_ctr": 0.6257994901388884, "loss_fcos_loc": 0.23588672245386988, "loss_mask": 0.3168317787349224, "loss_maskiou": 0.008175701659638435, "loss_sem_seg": 0.3871372854337096, "lr": 0.01, "mask_rcnn/accuracy": 0.856643175602847, "mask_rcnn/false_negative": 0.12035747691277822, "mask_rcnn/false_positive": 0.15223603155463933, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 39.5, "time": 0.7566652167588472, "total_loss": 1.8714457374735503} {"data_time": 0.010073588229715824, "eta_seconds": 185418.36156254262, "iteration": 20459, "loss_fcos_cls": 0.3265452911145985, "loss_fcos_ctr": 0.6290240241214633, "loss_fcos_loc": 0.23646155407186598, "loss_mask": 0.28882056288421154, "loss_maskiou": 0.007400946728012059, "loss_sem_seg": 0.41558957332745194, "lr": 0.01, "mask_rcnn/accuracy": 0.8571153387244226, "mask_rcnn/false_negative": 0.10666333437596046, "mask_rcnn/false_positive": 0.17001311703935285, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.5, "time": 0.7345144106075168, "total_loss": 1.8958864730666392} {"data_time": 0.010265244171023369, "eta_seconds": 185378.23108199518, "iteration": 20479, "loss_fcos_cls": 0.33966977265663445, "loss_fcos_ctr": 0.624785877764225, "loss_fcos_loc": 0.23660625726915896, "loss_mask": 0.29550977516919374, "loss_maskiou": 0.0075187362745055, "loss_sem_seg": 0.3627549335360527, "lr": 0.01, "mask_rcnn/accuracy": 0.8674841255324153, "mask_rcnn/false_negative": 0.0834230691966634, "mask_rcnn/false_positive": 0.14053724627756642, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.7360553154721856, "total_loss": 1.8639832288317848} {"data_time": 0.010427736677229404, "eta_seconds": 185363.37235418614, "iteration": 20499, "loss_fcos_cls": 0.3324983799830079, "loss_fcos_ctr": 0.6239154413342476, "loss_fcos_loc": 0.23346336279064417, "loss_mask": 0.31212232168763876, "loss_maskiou": 0.007181848573964089, "loss_sem_seg": 0.40689199906773865, "lr": 0.01, "mask_rcnn/accuracy": 0.8673304451090781, "mask_rcnn/false_negative": 0.10585241265746975, "mask_rcnn/false_positive": 0.17049632180987823, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7385916728526354, "total_loss": 1.9137061041110428} {"data_time": 0.009853181429207325, "eta_seconds": 185348.5136263771, "iteration": 20519, "loss_fcos_cls": 0.33862871676683426, "loss_fcos_ctr": 0.6302846306934953, "loss_fcos_loc": 0.24271878087893128, "loss_mask": 0.30458467546850443, "loss_maskiou": 0.007319476135307923, "loss_sem_seg": 0.39893833734095097, "lr": 0.01, "mask_rcnn/accuracy": 0.8556512486645154, "mask_rcnn/false_negative": 0.09355154210807093, "mask_rcnn/false_positive": 0.16002090079418727, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 33.25, "time": 0.7342359824106097, "total_loss": 1.9403740092238877} {"data_time": 0.008629034273326397, "eta_seconds": 185303.85317193437, "iteration": 20539, "loss_fcos_cls": 0.3340231003239751, "loss_fcos_ctr": 0.6274015316739678, "loss_fcos_loc": 0.23607633518986404, "loss_mask": 0.28612923715263605, "loss_maskiou": 0.0071270942280534655, "loss_sem_seg": 0.40277791349217296, "lr": 0.01, "mask_rcnn/accuracy": 0.8848486367281476, "mask_rcnn/false_negative": 0.09445330397458655, "mask_rcnn/false_positive": 0.14130104752146655, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7587649365887046, "total_loss": 1.8779618482367368} {"data_time": 0.010852660983800888, "eta_seconds": 185344.0577962026, "iteration": 20559, "loss_fcos_cls": 0.33920104894787073, "loss_fcos_ctr": 0.6270550894550979, "loss_fcos_loc": 0.24562055035494268, "loss_mask": 0.29851359222084284, "loss_maskiou": 0.007475518621504307, "loss_sem_seg": 0.3580767186358571, "lr": 0.01, "mask_rcnn/accuracy": 0.8819255534021389, "mask_rcnn/false_negative": 0.10851689220704949, "mask_rcnn/false_positive": 0.1458838032180536, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.25, "time": 0.7490393742918968, "total_loss": 1.8827994214370847} {"data_time": 0.010354354046285152, "eta_seconds": 185329.1970429346, "iteration": 20579, "loss_fcos_cls": 0.3438189788721502, "loss_fcos_ctr": 0.6260296199470758, "loss_fcos_loc": 0.2424607608700171, "loss_mask": 0.30223299842327833, "loss_maskiou": 0.007980901267728768, "loss_sem_seg": 0.3839777996763587, "lr": 0.01, "mask_rcnn/accuracy": 0.8691680205176883, "mask_rcnn/false_negative": 0.09178305128522232, "mask_rcnn/false_positive": 0.16475359271692813, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7559229312464595, "total_loss": 1.8884048829204403} {"data_time": 0.010136973112821579, "eta_seconds": 185707.08819397166, "iteration": 20599, "loss_fcos_cls": 0.32698539993725717, "loss_fcos_ctr": 0.6251880405470729, "loss_fcos_loc": 0.2231876407749951, "loss_mask": 0.2856165496632457, "loss_maskiou": 0.007003337959758937, "loss_sem_seg": 0.3892320762388408, "lr": 0.01, "mask_rcnn/accuracy": 0.8556800561133544, "mask_rcnn/false_negative": 0.1117165436581555, "mask_rcnn/false_positive": 0.16791575868721836, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7677595550194383, "total_loss": 1.870354204380419} {"data_time": 0.00936310738325119, "eta_seconds": 185692.19594508782, "iteration": 20619, "loss_fcos_cls": 0.32512994739226997, "loss_fcos_ctr": 0.6276802942156792, "loss_fcos_loc": 0.23298592620994896, "loss_mask": 0.2898318273946643, "loss_maskiou": 0.007210300071164966, "loss_sem_seg": 0.3544727098196745, "lr": 0.01, "mask_rcnn/accuracy": 0.8756645250692869, "mask_rcnn/false_negative": 0.10218613224192588, "mask_rcnn/false_positive": 0.1372697619764637, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7449092864990234, "total_loss": 1.8652441739577625} {"data_time": 0.009792699478566647, "eta_seconds": 185252.68472031318, "iteration": 20639, "loss_fcos_cls": 0.33991123270243406, "loss_fcos_ctr": 0.6278762500733137, "loss_fcos_loc": 0.2349682169733569, "loss_mask": 0.29733150778338313, "loss_maskiou": 0.007746144867269322, "loss_sem_seg": 0.37193790171295404, "lr": 0.01, "mask_rcnn/accuracy": 0.8481167175466593, "mask_rcnn/false_negative": 0.11110560642190143, "mask_rcnn/false_positive": 0.19133178052134336, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7233323352411389, "total_loss": 1.8841468390455702} {"data_time": 0.01007601898163557, "eta_seconds": 185244.40453618113, "iteration": 20659, "loss_fcos_cls": 0.3402389050461352, "loss_fcos_ctr": 0.6265338342636824, "loss_fcos_loc": 0.23558731051161885, "loss_mask": 0.2910654600709677, "loss_maskiou": 0.007108314079232514, "loss_sem_seg": 0.40641562826931477, "lr": 0.01, "mask_rcnn/accuracy": 0.8480456093038095, "mask_rcnn/false_negative": 0.12158119171922288, "mask_rcnn/false_positive": 0.17379813469847993, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 42.75, "time": 0.7458791369572282, "total_loss": 1.9004930612500175} {"data_time": 0.012178443372249603, "eta_seconds": 185179.8073202055, "iteration": 20679, "loss_fcos_cls": 0.33052062755450606, "loss_fcos_ctr": 0.6268962793983519, "loss_fcos_loc": 0.23674614517949522, "loss_mask": 0.3124286364763975, "loss_maskiou": 0.007708807104791049, "loss_sem_seg": 0.3982037277892232, "lr": 0.01, "mask_rcnn/accuracy": 0.8557820055343295, "mask_rcnn/false_negative": 0.11772592175524585, "mask_rcnn/false_positive": 0.1750238527910865, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.25, "time": 0.7391510903835297, "total_loss": 1.9163500059221406} {"data_time": 0.01036291103810072, "eta_seconds": 185149.60853369813, "iteration": 20699, "loss_fcos_cls": 0.321112344507128, "loss_fcos_ctr": 0.6273402757942677, "loss_fcos_loc": 0.2370661951135844, "loss_mask": 0.3025573119521141, "loss_maskiou": 0.008171682442480233, "loss_sem_seg": 0.3573076077736914, "lr": 0.01, "mask_rcnn/accuracy": 0.8666749673043583, "mask_rcnn/false_negative": 0.10640504676426144, "mask_rcnn/false_positive": 0.14559659276524775, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.0, "time": 0.7485477505251765, "total_loss": 1.866922598099336} {"data_time": 0.00959655363112688, "eta_seconds": 185114.99998888653, "iteration": 20719, "loss_fcos_cls": 0.32321099773980677, "loss_fcos_ctr": 0.6262337807565928, "loss_fcos_loc": 0.22737788478843868, "loss_mask": 0.2912641102448106, "loss_maskiou": 0.007660756658879109, "loss_sem_seg": 0.3308790111914277, "lr": 0.01, "mask_rcnn/accuracy": 0.8786487397290145, "mask_rcnn/false_negative": 0.09174218078134593, "mask_rcnn/false_positive": 0.1664632772057184, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.25, "time": 0.7411614628508687, "total_loss": 1.8043073717708467} {"data_time": 0.010030892677605152, "eta_seconds": 185083.67942890618, "iteration": 20739, "loss_fcos_cls": 0.3315958639141172, "loss_fcos_ctr": 0.6271715713664889, "loss_fcos_loc": 0.2376679894514382, "loss_mask": 0.2970757782459259, "loss_maskiou": 0.0076437070238171145, "loss_sem_seg": 0.40240611135959625, "lr": 0.01, "mask_rcnn/accuracy": 0.8813386803874093, "mask_rcnn/false_negative": 0.07913710315539138, "mask_rcnn/false_positive": 0.1516783069780832, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.75, "time": 0.7321694372221828, "total_loss": 1.9190738575307478} {"data_time": 0.009929794818162918, "eta_seconds": 185071.2633502977, "iteration": 20759, "loss_fcos_cls": 0.33760223258286715, "loss_fcos_ctr": 0.6252214722335339, "loss_fcos_loc": 0.23915962665341794, "loss_mask": 0.29890781082212925, "loss_maskiou": 0.007781759355566464, "loss_sem_seg": 0.3630895856767893, "lr": 0.01, "mask_rcnn/accuracy": 0.8598291790884521, "mask_rcnn/false_negative": 0.11930937363436614, "mask_rcnn/false_positive": 0.159406947147321, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.25, "time": 0.7410325994715095, "total_loss": 1.8365800696774386} {"data_time": 0.009653215296566486, "eta_seconds": 185056.41256223712, "iteration": 20779, "loss_fcos_cls": 0.3318483696784824, "loss_fcos_ctr": 0.6287312884815037, "loss_fcos_loc": 0.2393440844025463, "loss_mask": 0.29625282250344753, "loss_maskiou": 0.007144910632632673, "loss_sem_seg": 0.3971140761859715, "lr": 0.01, "mask_rcnn/accuracy": 0.871638756854093, "mask_rcnn/false_negative": 0.08680548444226188, "mask_rcnn/false_positive": 0.18348187423904522, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.7393283927813172, "total_loss": 1.8810985658274149} {"data_time": 0.009571827948093414, "eta_seconds": 185073.45255037956, "iteration": 20799, "loss_fcos_cls": 0.32670126110315323, "loss_fcos_ctr": 0.6286028418689966, "loss_fcos_loc": 0.24344997620210052, "loss_mask": 0.3080908674746752, "loss_maskiou": 0.0077331299835350364, "loss_sem_seg": 0.38099915254861116, "lr": 0.01, "mask_rcnn/accuracy": 0.8874775604686318, "mask_rcnn/false_negative": 0.09051208652843915, "mask_rcnn/false_positive": 0.15137924538614153, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.25, "time": 0.7456324007362127, "total_loss": 1.9163260304849246} {"data_time": 0.009957009926438332, "eta_seconds": 185125.5347765917, "iteration": 20819, "loss_fcos_cls": 0.32839458622038364, "loss_fcos_ctr": 0.6268155300058424, "loss_fcos_loc": 0.23918134346604347, "loss_mask": 0.30157505348324776, "loss_maskiou": 0.006988577777519822, "loss_sem_seg": 0.37335878261364996, "lr": 0.01, "mask_rcnn/accuracy": 0.8610837023488641, "mask_rcnn/false_negative": 0.10529281050848331, "mask_rcnn/false_positive": 0.17287684887073157, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 41.5, "time": 0.7583713009953499, "total_loss": 1.8774446283568977} {"data_time": 0.009233158081769943, "eta_seconds": 185110.67605664302, "iteration": 20839, "loss_fcos_cls": 0.32820978155359626, "loss_fcos_ctr": 0.6243778644129634, "loss_fcos_loc": 0.22467701882123947, "loss_mask": 0.30237901024520397, "loss_maskiou": 0.007861210877308622, "loss_sem_seg": 0.37781597673892975, "lr": 0.01, "mask_rcnn/accuracy": 0.873574667962423, "mask_rcnn/false_negative": 0.09767882524961692, "mask_rcnn/false_positive": 0.18186241870698955, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.0, "time": 0.7426813896745443, "total_loss": 1.869974951405311} {"data_time": 0.009146410040557384, "eta_seconds": 185176.49833389558, "iteration": 20859, "loss_fcos_cls": 0.3387463795952499, "loss_fcos_ctr": 0.6238776035606861, "loss_fcos_loc": 0.23652051528915763, "loss_mask": 0.3160636080428958, "loss_maskiou": 0.008488378167385235, "loss_sem_seg": 0.35940673388540745, "lr": 0.01, "mask_rcnn/accuracy": 0.8765271733693478, "mask_rcnn/false_negative": 0.11427381771440583, "mask_rcnn/false_positive": 0.13509445009606907, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7589921932667494, "total_loss": 1.8913159992662258} {"data_time": 0.010899487882852554, "eta_seconds": 185220.11199662555, "iteration": 20879, "loss_fcos_cls": 0.34097612649202347, "loss_fcos_ctr": 0.6301470706239343, "loss_fcos_loc": 0.24348805146291852, "loss_mask": 0.3012682991102338, "loss_maskiou": 0.007036127557512373, "loss_sem_seg": 0.3506988952867687, "lr": 0.01, "mask_rcnn/accuracy": 0.866292631917632, "mask_rcnn/false_negative": 0.11227923675242957, "mask_rcnn/false_positive": 0.15654085435245796, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.759850618429482, "total_loss": 1.865627732448047} {"data_time": 0.010358646512031555, "eta_seconds": 185113.8677986851, "iteration": 20899, "loss_fcos_cls": 0.3436508090235293, "loss_fcos_ctr": 0.6257666028104722, "loss_fcos_loc": 0.22994308930356055, "loss_mask": 0.3027799092233181, "loss_maskiou": 0.007498811130062677, "loss_sem_seg": 0.3801254138816148, "lr": 0.01, "mask_rcnn/accuracy": 0.8513233418367347, "mask_rcnn/false_negative": 0.10316651127627435, "mask_rcnn/false_positive": 0.1673092955246121, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.7286437228322029, "total_loss": 1.8745022289804183} {"data_time": 0.010183025151491165, "eta_seconds": 185167.3695966052, "iteration": 20919, "loss_fcos_cls": 0.3425692836754024, "loss_fcos_ctr": 0.6301099266856909, "loss_fcos_loc": 0.23941778647713363, "loss_mask": 0.30017937859520316, "loss_maskiou": 0.0069453938194783404, "loss_sem_seg": 0.3919083531945944, "lr": 0.01, "mask_rcnn/accuracy": 0.8754011072514112, "mask_rcnn/false_negative": 0.09541178558168087, "mask_rcnn/false_positive": 0.15820335782935258, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.5, "time": 0.7578231301158667, "total_loss": 1.9196758620528271} {"data_time": 0.009950809180736542, "eta_seconds": 185152.50155210588, "iteration": 20939, "loss_fcos_cls": 0.3404019402805716, "loss_fcos_ctr": 0.627811202313751, "loss_fcos_loc": 0.23800647084135562, "loss_mask": 0.30116336047649384, "loss_maskiou": 0.006599185202503577, "loss_sem_seg": 0.39436410600319505, "lr": 0.01, "mask_rcnn/accuracy": 0.8652564037663257, "mask_rcnn/false_negative": 0.11887775196489142, "mask_rcnn/false_positive": 0.1624489450819407, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 42.0, "time": 0.7391010718420148, "total_loss": 1.9171738017175812} {"data_time": 0.009598751552402973, "eta_seconds": 185069.2801331682, "iteration": 20959, "loss_fcos_cls": 0.31942452769726515, "loss_fcos_ctr": 0.6308017349801958, "loss_fcos_loc": 0.24155061435885727, "loss_mask": 0.30587178375571966, "loss_maskiou": 0.007579270881251432, "loss_sem_seg": 0.4232786321081221, "lr": 0.01, "mask_rcnn/accuracy": 0.8758259899841532, "mask_rcnn/false_negative": 0.09990338335222956, "mask_rcnn/false_positive": 0.18163839680328633, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.5, "time": 0.74011757876724, "total_loss": 1.9143815118586645} {"data_time": 0.009507429786026478, "eta_seconds": 185093.8382213479, "iteration": 20979, "loss_fcos_cls": 0.3308809078298509, "loss_fcos_ctr": 0.6267674304544926, "loss_fcos_loc": 0.23611041682306677, "loss_mask": 0.2956005781888962, "loss_maskiou": 0.007103085532435216, "loss_sem_seg": 0.3889011559076607, "lr": 0.01, "mask_rcnn/accuracy": 0.8599792129005119, "mask_rcnn/false_negative": 0.11244732932228936, "mask_rcnn/false_positive": 0.17903216457386784, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7506734719499946, "total_loss": 1.8950882383505814} {"data_time": 0.009459382854402065, "eta_seconds": 185171.59949034173, "iteration": 20999, "loss_fcos_cls": 0.3296703943051398, "loss_fcos_ctr": 0.6284552831202745, "loss_fcos_loc": 0.23190916026942432, "loss_mask": 0.2938803033903241, "loss_maskiou": 0.006941391824511811, "loss_sem_seg": 0.381886116694659, "lr": 0.01, "mask_rcnn/accuracy": 0.869741700098843, "mask_rcnn/false_negative": 0.10388171790964196, "mask_rcnn/false_positive": 0.15237778553616022, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.0, "time": 0.7555283289402723, "total_loss": 1.8677997066406533} {"data_time": 0.009582415223121643, "eta_seconds": 185156.7263292307, "iteration": 21019, "loss_fcos_cls": 0.33076720079407096, "loss_fcos_ctr": 0.6282003754749894, "loss_fcos_loc": 0.23064687859732658, "loss_mask": 0.29956797510385513, "loss_maskiou": 0.007002898550126702, "loss_sem_seg": 0.3959495732560754, "lr": 0.01, "mask_rcnn/accuracy": 0.8656997697774165, "mask_rcnn/false_negative": 0.09407608088085387, "mask_rcnn/false_positive": 0.15694828700347666, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.75, "time": 0.7365753790363669, "total_loss": 1.902363546701963} {"data_time": 0.00954575464129448, "eta_seconds": 185101.15286463965, "iteration": 21039, "loss_fcos_cls": 0.3247756343334913, "loss_fcos_ctr": 0.6254112077876925, "loss_fcos_loc": 0.2334808378946036, "loss_mask": 0.3019800903275609, "loss_maskiou": 0.007196510516223498, "loss_sem_seg": 0.3694837410002947, "lr": 0.01, "mask_rcnn/accuracy": 0.8788488934534853, "mask_rcnn/false_negative": 0.0796786117876056, "mask_rcnn/false_positive": 0.1680655553998937, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7308341488242149, "total_loss": 1.8862257095897803} {"data_time": 0.009978456422686577, "eta_seconds": 185063.29328511003, "iteration": 21059, "loss_fcos_cls": 0.33993377443403006, "loss_fcos_ctr": 0.6281513092108071, "loss_fcos_loc": 0.23351410240866244, "loss_mask": 0.3036436876282096, "loss_maskiou": 0.00771789024292957, "loss_sem_seg": 0.40043221367523074, "lr": 0.01, "mask_rcnn/accuracy": 0.8723315527028389, "mask_rcnn/false_negative": 0.09579434526462113, "mask_rcnn/false_positive": 0.1674093247713307, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.737907761707902, "total_loss": 1.92965310580621} {"data_time": 0.00946271326392889, "eta_seconds": 185048.42524061073, "iteration": 21079, "loss_fcos_cls": 0.31855277926661074, "loss_fcos_ctr": 0.630961041431874, "loss_fcos_loc": 0.2413359893253073, "loss_mask": 0.2934726132079959, "loss_maskiou": 0.006757357255992247, "loss_sem_seg": 0.3322784760966897, "lr": 0.01, "mask_rcnn/accuracy": 0.8797466856890472, "mask_rcnn/false_negative": 0.09157008544471414, "mask_rcnn/false_positive": 0.13776302902356394, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.0, "time": 0.7396394796669483, "total_loss": 1.8396052304233308} {"data_time": 0.009914779104292393, "eta_seconds": 184945.45333672967, "iteration": 21099, "loss_fcos_cls": 0.315582777839154, "loss_fcos_ctr": 0.6284931609407067, "loss_fcos_loc": 0.2326153333997354, "loss_mask": 0.3071316462010145, "loss_maskiou": 0.008015827986127988, "loss_sem_seg": 0.3317690654657781, "lr": 0.01, "mask_rcnn/accuracy": 0.8614725938452303, "mask_rcnn/false_negative": 0.11380510388942, "mask_rcnn/false_positive": 0.15500726469193696, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.5, "time": 0.719163091853261, "total_loss": 1.8564810719226443} {"data_time": 0.01034982968121767, "eta_seconds": 184902.6539773615, "iteration": 21119, "loss_fcos_cls": 0.33689315151423216, "loss_fcos_ctr": 0.6291325895581394, "loss_fcos_loc": 0.25054156442638487, "loss_mask": 0.31402665097266436, "loss_maskiou": 0.007541501050582156, "loss_sem_seg": 0.41560985893011093, "lr": 0.01, "mask_rcnn/accuracy": 0.872732651345612, "mask_rcnn/false_negative": 0.10715867064856274, "mask_rcnn/false_positive": 0.15414618179457548, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.7419728031381965, "total_loss": 1.9320456580171594} {"data_time": 0.00976416002959013, "eta_seconds": 184772.8132991949, "iteration": 21139, "loss_fcos_cls": 0.3312321910634637, "loss_fcos_ctr": 0.6272440273314714, "loss_fcos_loc": 0.2377190882107243, "loss_mask": 0.3081762567162514, "loss_maskiou": 0.007544642619905062, "loss_sem_seg": 0.40529971942305565, "lr": 0.01, "mask_rcnn/accuracy": 0.8913201193175683, "mask_rcnn/false_negative": 0.09264198268676961, "mask_rcnn/false_positive": 0.14833306651922656, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.25, "time": 0.744910353794694, "total_loss": 1.8899238199810497} {"data_time": 0.010159703902900219, "eta_seconds": 184708.35445404612, "iteration": 21159, "loss_fcos_cls": 0.3345850366167724, "loss_fcos_ctr": 0.6284522246569395, "loss_fcos_loc": 0.23139069497119635, "loss_mask": 0.3125126352533698, "loss_maskiou": 0.007823300955351442, "loss_sem_seg": 0.3507567774504423, "lr": 0.01, "mask_rcnn/accuracy": 0.8760832457983194, "mask_rcnn/false_negative": 0.10972178256398815, "mask_rcnn/false_positive": 0.14867869882755474, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7417774349451065, "total_loss": 1.8672041658865055} {"data_time": 0.009100652299821377, "eta_seconds": 184726.0662356401, "iteration": 21179, "loss_fcos_cls": 0.331294430186972, "loss_fcos_ctr": 0.6266811620444059, "loss_fcos_loc": 0.2361284983344376, "loss_mask": 0.29249746818095446, "loss_maskiou": 0.006663164131168742, "loss_sem_seg": 0.35770799312740564, "lr": 0.01, "mask_rcnn/accuracy": 0.8613236111153626, "mask_rcnn/false_negative": 0.11002397544085134, "mask_rcnn/false_positive": 0.17374639982761547, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.75, "time": 0.7344230953603983, "total_loss": 1.8553905535518425} {"data_time": 0.009674910455942154, "eta_seconds": 184800.14810149837, "iteration": 21199, "loss_fcos_cls": 0.3224625331349671, "loss_fcos_ctr": 0.6261167898774147, "loss_fcos_loc": 0.23256692150607705, "loss_mask": 0.3037750832736492, "loss_maskiou": 0.006975019714445807, "loss_sem_seg": 0.36181813199073076, "lr": 0.01, "mask_rcnn/accuracy": 0.8795428442324651, "mask_rcnn/false_negative": 0.11117331875701489, "mask_rcnn/false_positive": 0.16787694154482996, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7317663300782442, "total_loss": 1.849200690878206} {"data_time": 0.009524401277303696, "eta_seconds": 184761.53225282393, "iteration": 21219, "loss_fcos_cls": 0.3358336144592613, "loss_fcos_ctr": 0.6240674611181021, "loss_fcos_loc": 0.22522070771083236, "loss_mask": 0.2993163298815489, "loss_maskiou": 0.007047848419460934, "loss_sem_seg": 0.3832242414355278, "lr": 0.01, "mask_rcnn/accuracy": 0.8885788690476191, "mask_rcnn/false_negative": 0.07498573324708724, "mask_rcnn/false_positive": 0.1320676838845253, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.5, "time": 0.7138946307823062, "total_loss": 1.893245942061185} {"data_time": 0.009846297092735767, "eta_seconds": 184726.4203965841, "iteration": 21239, "loss_fcos_cls": 0.32844120915979147, "loss_fcos_ctr": 0.6256542662158608, "loss_fcos_loc": 0.2314488380216062, "loss_mask": 0.28782567847520113, "loss_maskiou": 0.006741913108271547, "loss_sem_seg": 0.349376083817333, "lr": 0.01, "mask_rcnn/accuracy": 0.8960868887028496, "mask_rcnn/false_negative": 0.0899507993902105, "mask_rcnn/false_positive": 0.1221177473004684, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.7386904107406735, "total_loss": 1.8441268469323404} {"data_time": 0.01062824483960867, "eta_seconds": 184711.56867783424, "iteration": 21259, "loss_fcos_cls": 0.33088940498419106, "loss_fcos_ctr": 0.6262381933629513, "loss_fcos_loc": 0.23938571603503078, "loss_mask": 0.29445981001481414, "loss_maskiou": 0.007334896499742172, "loss_sem_seg": 0.36763655859977007, "lr": 0.01, "mask_rcnn/accuracy": 0.8731741517361662, "mask_rcnn/false_negative": 0.11276031320604604, "mask_rcnn/false_positive": 0.13507163863634064, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7510702684521675, "total_loss": 1.857595531435436} {"data_time": 0.009822800755500793, "eta_seconds": 184619.2815017011, "iteration": 21279, "loss_fcos_cls": 0.33898884896188974, "loss_fcos_ctr": 0.627787921577692, "loss_fcos_loc": 0.2288283221423626, "loss_mask": 0.29970964416861534, "loss_maskiou": 0.0073604683129815385, "loss_sem_seg": 0.3348011407069862, "lr": 0.01, "mask_rcnn/accuracy": 0.8679529412400553, "mask_rcnn/false_negative": 0.09624075040148024, "mask_rcnn/false_positive": 0.1730849720106194, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.7345242481678724, "total_loss": 1.8557552985002985} {"data_time": 0.0099058598279953, "eta_seconds": 184654.0174648622, "iteration": 21299, "loss_fcos_cls": 0.3258711211383343, "loss_fcos_ctr": 0.6287738624960184, "loss_fcos_loc": 0.23014918970875442, "loss_mask": 0.3040069518610835, "loss_maskiou": 0.008237481248215772, "loss_sem_seg": 0.352227128110826, "lr": 0.01, "mask_rcnn/accuracy": 0.8627032611290131, "mask_rcnn/false_negative": 0.10218591528411171, "mask_rcnn/false_positive": 0.1582346395151859, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.7313668318092823, "total_loss": 1.8494661428703694} {"data_time": 0.01043130923062563, "eta_seconds": 184615.87598098442, "iteration": 21319, "loss_fcos_cls": 0.31774094607681036, "loss_fcos_ctr": 0.6229419093579054, "loss_fcos_loc": 0.2353649775031954, "loss_mask": 0.3094446687027812, "loss_maskiou": 0.008254539803601801, "loss_sem_seg": 0.44093742594122887, "lr": 0.01, "mask_rcnn/accuracy": 0.8724500738867956, "mask_rcnn/false_negative": 0.10593631691205305, "mask_rcnn/false_positive": 0.14716109434413974, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.741353771649301, "total_loss": 1.9301260821230244} {"data_time": 0.010174990631639957, "eta_seconds": 184624.31850627903, "iteration": 21339, "loss_fcos_cls": 0.34811371727846563, "loss_fcos_ctr": 0.6286903060972691, "loss_fcos_loc": 0.24650427675805986, "loss_mask": 0.3039956036955118, "loss_maskiou": 0.0077450119133573025, "loss_sem_seg": 0.3730638846755028, "lr": 0.01, "mask_rcnn/accuracy": 0.8544816736218297, "mask_rcnn/false_negative": 0.091033308532297, "mask_rcnn/false_positive": 0.17872837727061106, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 37.25, "time": 0.7516490360721946, "total_loss": 1.884574483963661} {"data_time": 0.010187027044594288, "eta_seconds": 184609.46902698744, "iteration": 21359, "loss_fcos_cls": 0.33031960448715836, "loss_fcos_ctr": 0.6274917218834162, "loss_fcos_loc": 0.23471314902417362, "loss_mask": 0.2939696628600359, "loss_maskiou": 0.0071807702333899215, "loss_sem_seg": 0.37992596719413996, "lr": 0.01, "mask_rcnn/accuracy": 0.8887293316155893, "mask_rcnn/false_negative": 0.10127880178067578, "mask_rcnn/false_positive": 0.12728902253211144, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7216811887919903, "total_loss": 1.8638908096472733} {"data_time": 0.009828549809753895, "eta_seconds": 184622.45836533513, "iteration": 21379, "loss_fcos_cls": 0.332346485927701, "loss_fcos_ctr": 0.6302734417840838, "loss_fcos_loc": 0.24666040972806513, "loss_mask": 0.3018755139783025, "loss_maskiou": 0.006948679016204551, "loss_sem_seg": 0.38752539176493883, "lr": 0.01, "mask_rcnn/accuracy": 0.878822244623656, "mask_rcnn/false_negative": 0.08100181277539686, "mask_rcnn/false_positive": 0.1641038739432804, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.7427756423130631, "total_loss": 1.9268978905020049} {"data_time": 0.009376090951263905, "eta_seconds": 184529.55147367716, "iteration": 21399, "loss_fcos_cls": 0.3229032913222909, "loss_fcos_ctr": 0.6256943698972464, "loss_fcos_loc": 0.22925499826669693, "loss_mask": 0.2987815113738179, "loss_maskiou": 0.00781598211324308, "loss_sem_seg": 0.4037696593441069, "lr": 0.01, "mask_rcnn/accuracy": 0.8648490646258503, "mask_rcnn/false_negative": 0.11355110122525998, "mask_rcnn/false_positive": 0.18042970211280865, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.7455044705420732, "total_loss": 1.9158794319373555} {"data_time": 0.009774108417332172, "eta_seconds": 184612.99877779745, "iteration": 21419, "loss_fcos_cls": 0.32140434067696333, "loss_fcos_ctr": 0.6256328029558063, "loss_fcos_loc": 0.2275408653076738, "loss_mask": 0.2942410400137305, "loss_maskiou": 0.0068968700943514705, "loss_sem_seg": 0.3806918179616332, "lr": 0.01, "mask_rcnn/accuracy": 0.8675980019735751, "mask_rcnn/false_negative": 0.10601211655526074, "mask_rcnn/false_positive": 0.1320419819986996, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.7504587806761265, "total_loss": 1.8563251235536882} {"data_time": 0.010102333500981331, "eta_seconds": 184397.28276950214, "iteration": 21439, "loss_fcos_cls": 0.3304637814871967, "loss_fcos_ctr": 0.6297774100676179, "loss_fcos_loc": 0.24347777292132378, "loss_mask": 0.29581616539508104, "loss_maskiou": 0.007058110044454224, "loss_sem_seg": 0.373002746142447, "lr": 0.01, "mask_rcnn/accuracy": 0.875923985069283, "mask_rcnn/false_negative": 0.10015412805580778, "mask_rcnn/false_positive": 0.12553640097817803, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.7360598621889949, "total_loss": 1.8820282915839925} {"data_time": 0.011222967877984047, "eta_seconds": 184563.05149033573, "iteration": 21459, "loss_fcos_cls": 0.3373673076275736, "loss_fcos_ctr": 0.6264512203633785, "loss_fcos_loc": 0.23074362380430102, "loss_mask": 0.31090475525707006, "loss_maskiou": 0.007426950221997686, "loss_sem_seg": 0.3973217369057238, "lr": 0.01, "mask_rcnn/accuracy": 0.8794217828987403, "mask_rcnn/false_negative": 0.09952197130185773, "mask_rcnn/false_positive": 0.15588338988672518, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 40.0, "time": 0.7562747653573751, "total_loss": 1.9077895912196254} {"data_time": 0.009900834411382675, "eta_seconds": 184568.4387352895, "iteration": 21479, "loss_fcos_cls": 0.3311974457465112, "loss_fcos_ctr": 0.628651668317616, "loss_fcos_loc": 0.24465624103322625, "loss_mask": 0.30357782170176506, "loss_maskiou": 0.008579383080359548, "loss_sem_seg": 0.39958214294165373, "lr": 0.01, "mask_rcnn/accuracy": 0.8960089470570838, "mask_rcnn/false_negative": 0.09296369218594386, "mask_rcnn/false_positive": 0.12436162432028493, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.745566001161933, "total_loss": 1.9053075912815984} {"data_time": 0.009769661352038383, "eta_seconds": 184577.31923654024, "iteration": 21499, "loss_fcos_cls": 0.3134132031118497, "loss_fcos_ctr": 0.6293360204435885, "loss_fcos_loc": 0.24182314169593155, "loss_mask": 0.304988544434309, "loss_maskiou": 0.007137710970710032, "loss_sem_seg": 0.3518439373001456, "lr": 0.01, "mask_rcnn/accuracy": 0.8648972618147788, "mask_rcnn/false_negative": 0.11896544937272313, "mask_rcnn/false_positive": 0.1635745669017118, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.737993304617703, "total_loss": 1.8687370570551138} {"data_time": 0.009751535952091217, "eta_seconds": 184518.49633408617, "iteration": 21519, "loss_fcos_cls": 0.3264773008413613, "loss_fcos_ctr": 0.6265795473009348, "loss_fcos_loc": 0.2290649370988831, "loss_mask": 0.303018469363451, "loss_maskiou": 0.0069005296973045915, "loss_sem_seg": 0.35112474858760834, "lr": 0.01, "mask_rcnn/accuracy": 0.8658666680626971, "mask_rcnn/false_negative": 0.0993852267058536, "mask_rcnn/false_positive": 0.1739505634600862, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 42.25, "time": 0.7212598631158471, "total_loss": 1.8584505007165717} {"data_time": 0.010372566990554333, "eta_seconds": 184305.38198757265, "iteration": 21539, "loss_fcos_cls": 0.3201779033988714, "loss_fcos_ctr": 0.6282569393515587, "loss_fcos_loc": 0.23729797243140638, "loss_mask": 0.2897189389914274, "loss_maskiou": 0.0073262473597424105, "loss_sem_seg": 0.3860228434205055, "lr": 0.01, "mask_rcnn/accuracy": 0.8577223557692307, "mask_rcnn/false_negative": 0.12748380588225317, "mask_rcnn/false_positive": 0.16942698885749263, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.75, "time": 0.7218446796759963, "total_loss": 1.866765292637865} {"data_time": 0.009792203083634377, "eta_seconds": 184290.5462280782, "iteration": 21559, "loss_fcos_cls": 0.32512073940597475, "loss_fcos_ctr": 0.624387230258435, "loss_fcos_loc": 0.2319034463725984, "loss_mask": 0.2916798731312156, "loss_maskiou": 0.007144921779399738, "loss_sem_seg": 0.36857316782698035, "lr": 0.01, "mask_rcnn/accuracy": 0.8827056799767053, "mask_rcnn/false_negative": 0.10491428675058642, "mask_rcnn/false_positive": 0.11980889852986884, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.5, "time": 0.7457019863650203, "total_loss": 1.8544079140410759} {"data_time": 0.010490639135241508, "eta_seconds": 184207.44327957183, "iteration": 21579, "loss_fcos_cls": 0.3202468976378441, "loss_fcos_ctr": 0.6275538420304656, "loss_fcos_loc": 0.23929887998383492, "loss_mask": 0.29675372038036585, "loss_maskiou": 0.007936078080092557, "loss_sem_seg": 0.405526390299201, "lr": 0.01, "mask_rcnn/accuracy": 0.8697578829919065, "mask_rcnn/false_negative": 0.10333727309418231, "mask_rcnn/false_positive": 0.17578546640408566, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 41.5, "time": 0.7361546447500587, "total_loss": 1.8636661834461847} {"data_time": 0.009740124456584454, "eta_seconds": 184177.19526464026, "iteration": 21599, "loss_fcos_cls": 0.3408661615103483, "loss_fcos_ctr": 0.6292288927361369, "loss_fcos_loc": 0.24429942714050412, "loss_mask": 0.30623854976147413, "loss_maskiou": 0.007597513584187254, "loss_sem_seg": 0.3943070946261287, "lr": 0.01, "mask_rcnn/accuracy": 0.8704291213228563, "mask_rcnn/false_negative": 0.10822988973938083, "mask_rcnn/false_positive": 0.16229601126283805, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 42.75, "time": 0.7418924206867814, "total_loss": 1.925452727213269} {"data_time": 0.010133747011423111, "eta_seconds": 184142.61474254914, "iteration": 21619, "loss_fcos_cls": 0.3169017208274454, "loss_fcos_ctr": 0.6264403029344976, "loss_fcos_loc": 0.23138478759210557, "loss_mask": 0.2980637215077877, "loss_maskiou": 0.007325024074816611, "loss_sem_seg": 0.37790996208786964, "lr": 0.01, "mask_rcnn/accuracy": 0.8596318818224964, "mask_rcnn/false_negative": 0.11303029472542518, "mask_rcnn/false_positive": 0.1679837849618861, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.75, "time": 0.7303815810009837, "total_loss": 1.8646745664882474} {"data_time": 0.01076418161392212, "eta_seconds": 184155.92107279692, "iteration": 21639, "loss_fcos_cls": 0.3382338201627135, "loss_fcos_ctr": 0.6266080718487501, "loss_fcos_loc": 0.23491766990628093, "loss_mask": 0.2935170643031597, "loss_maskiou": 0.007226041314424947, "loss_sem_seg": 0.3800000299233943, "lr": 0.01, "mask_rcnn/accuracy": 0.8577862394957982, "mask_rcnn/false_negative": 0.09104507099270386, "mask_rcnn/false_positive": 0.17367083877701722, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7386116469278932, "total_loss": 1.8599209080384753} {"data_time": 0.009465453214943409, "eta_seconds": 184093.62255456485, "iteration": 21659, "loss_fcos_cls": 0.3243032726459205, "loss_fcos_ctr": 0.6285724770277739, "loss_fcos_loc": 0.24257664766628295, "loss_mask": 0.30938159860670567, "loss_maskiou": 0.007237307887407951, "loss_sem_seg": 0.3421286097727716, "lr": 0.01, "mask_rcnn/accuracy": 0.8701327034183919, "mask_rcnn/false_negative": 0.10642483832119866, "mask_rcnn/false_positive": 0.14485075302967199, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7246057409793139, "total_loss": 1.8406276801833883} {"data_time": 0.009443202055990696, "eta_seconds": 184087.94629472215, "iteration": 21679, "loss_fcos_cls": 0.32529855729080737, "loss_fcos_ctr": 0.6286638071760535, "loss_fcos_loc": 0.23593225609511137, "loss_mask": 0.29429615288972855, "loss_maskiou": 0.008011573198018596, "loss_sem_seg": 0.3800287786871195, "lr": 0.01, "mask_rcnn/accuracy": 0.8536016380236305, "mask_rcnn/false_negative": 0.11166011583739532, "mask_rcnn/false_positive": 0.17116058943394669, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.7418222976848483, "total_loss": 1.864144217033754} {"data_time": 0.00964453723281622, "eta_seconds": 184073.11968349759, "iteration": 21699, "loss_fcos_cls": 0.3318895036354661, "loss_fcos_ctr": 0.6247683581896126, "loss_fcos_loc": 0.23755977815017104, "loss_mask": 0.3008544063195586, "loss_maskiou": 0.007646453879715409, "loss_sem_seg": 0.36052589397877455, "lr": 0.01, "mask_rcnn/accuracy": 0.8817692147502643, "mask_rcnn/false_negative": 0.09146484941495207, "mask_rcnn/false_positive": 0.15346194173165595, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.75, "time": 0.7424449827522039, "total_loss": 1.8703670868417248} {"data_time": 0.010429097339510918, "eta_seconds": 184068.47758441605, "iteration": 21719, "loss_fcos_cls": 0.33239257195964456, "loss_fcos_ctr": 0.6263900122139603, "loss_fcos_loc": 0.23334299074485898, "loss_mask": 0.2956628268584609, "loss_maskiou": 0.007135147003282327, "loss_sem_seg": 0.37474709935486317, "lr": 0.01, "mask_rcnn/accuracy": 0.8659746034041147, "mask_rcnn/false_negative": 0.09850420796836865, "mask_rcnn/false_positive": 0.1369044893411439, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7432217318564653, "total_loss": 1.88636815326754} {"data_time": 0.009127059020102024, "eta_seconds": 184078.37077836692, "iteration": 21739, "loss_fcos_cls": 0.3334075785242021, "loss_fcos_ctr": 0.6277405675500631, "loss_fcos_loc": 0.24255041568540037, "loss_mask": 0.3035321729257703, "loss_maskiou": 0.00722825426782947, "loss_sem_seg": 0.38738956302404404, "lr": 0.01, "mask_rcnn/accuracy": 0.8728826338517335, "mask_rcnn/false_negative": 0.1023238331762267, "mask_rcnn/false_positive": 0.17534329640680257, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.7504230476915836, "total_loss": 1.8944384035276016} {"data_time": 0.011019730940461159, "eta_seconds": 184050.0785566494, "iteration": 21759, "loss_fcos_cls": 0.32694807066582143, "loss_fcos_ctr": 0.6276731695979834, "loss_fcos_loc": 0.23748174170032144, "loss_mask": 0.3083408083766699, "loss_maskiou": 0.007575861221994273, "loss_sem_seg": 0.3544671148993075, "lr": 0.01, "mask_rcnn/accuracy": 0.8680033794124556, "mask_rcnn/false_negative": 0.10174435082848207, "mask_rcnn/false_positive": 0.15913578758243918, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7338398396968842, "total_loss": 1.8511422230803873} {"data_time": 0.0109559316188097, "eta_seconds": 184035.25021817535, "iteration": 21779, "loss_fcos_cls": 0.3345804517157376, "loss_fcos_ctr": 0.6289155767299235, "loss_fcos_loc": 0.24185375950764865, "loss_mask": 0.31129990704357624, "loss_maskiou": 0.007675392422243021, "loss_sem_seg": 0.40564446430653334, "lr": 0.01, "mask_rcnn/accuracy": 0.8546756115338121, "mask_rcnn/false_negative": 0.12393101599118361, "mask_rcnn/false_positive": 0.1822278498294611, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.75, "time": 0.7251183651387691, "total_loss": 1.9415778278926155} {"data_time": 0.010639851912856102, "eta_seconds": 183998.98662737478, "iteration": 21799, "loss_fcos_cls": 0.32273162086494267, "loss_fcos_ctr": 0.6233259411528707, "loss_fcos_loc": 0.23054084694013, "loss_mask": 0.2889813045039773, "loss_maskiou": 0.006787227634049486, "loss_sem_seg": 0.364751982036978, "lr": 0.01, "mask_rcnn/accuracy": 0.8599764272797726, "mask_rcnn/false_negative": 0.12164740220326548, "mask_rcnn/false_positive": 0.19377174193322472, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.5, "time": 0.72998848836869, "total_loss": 1.871760805042868} {"data_time": 0.009823880158364773, "eta_seconds": 183965.62332567852, "iteration": 21819, "loss_fcos_cls": 0.3396846600808203, "loss_fcos_ctr": 0.6259373584762216, "loss_fcos_loc": 0.22844298370182514, "loss_mask": 0.3169212369248271, "loss_maskiou": 0.008015166167751886, "loss_sem_seg": 0.41541621508076787, "lr": 0.01, "mask_rcnn/accuracy": 0.8570145665313404, "mask_rcnn/false_negative": 0.12275405028011283, "mask_rcnn/false_positive": 0.15588970337744346, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7376479580998421, "total_loss": 1.9143435590376612} {"data_time": 0.009069863706827164, "eta_seconds": 183884.8769000573, "iteration": 21839, "loss_fcos_cls": 0.3325047336984426, "loss_fcos_ctr": 0.6241283733397722, "loss_fcos_loc": 0.22191959712654352, "loss_mask": 0.30413025338202715, "loss_maskiou": 0.006933277996722609, "loss_sem_seg": 0.3810119805857539, "lr": 0.01, "mask_rcnn/accuracy": 0.8465957423201249, "mask_rcnn/false_negative": 0.10619316689874411, "mask_rcnn/false_positive": 0.20354098482966376, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 44.0, "time": 0.7319067781791091, "total_loss": 1.9056522799946833} {"data_time": 0.009390086866915226, "eta_seconds": 183746.66161618475, "iteration": 21859, "loss_fcos_cls": 0.3194628800265491, "loss_fcos_ctr": 0.6246776632033288, "loss_fcos_loc": 0.2290604282170534, "loss_mask": 0.28543412685394287, "loss_maskiou": 0.006659093705820851, "loss_sem_seg": 0.3044099415419623, "lr": 0.01, "mask_rcnn/accuracy": 0.8567183354079995, "mask_rcnn/false_negative": 0.1017343292352268, "mask_rcnn/false_positive": 0.1530301787650225, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7393700797110796, "total_loss": 1.7794811072817538} {"data_time": 0.009860961697995663, "eta_seconds": 183731.85175714362, "iteration": 21879, "loss_fcos_cls": 0.3227720935828984, "loss_fcos_ctr": 0.6259068609215319, "loss_fcos_loc": 0.2295302147977054, "loss_mask": 0.29222512524574995, "loss_maskiou": 0.007458496416802518, "loss_sem_seg": 0.3910017367452383, "lr": 0.01, "mask_rcnn/accuracy": 0.8774808673469388, "mask_rcnn/false_negative": 0.10633484612143206, "mask_rcnn/false_positive": 0.163099118476227, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.5, "time": 0.7426999174058437, "total_loss": 1.8720310716016684} {"data_time": 0.010962230153381824, "eta_seconds": 183717.0418981025, "iteration": 21899, "loss_fcos_cls": 0.322808621218428, "loss_fcos_ctr": 0.6247018752619624, "loss_fcos_loc": 0.23440002254210413, "loss_mask": 0.29935600236058235, "loss_maskiou": 0.007015147555648582, "loss_sem_seg": 0.3477203220827505, "lr": 0.01, "mask_rcnn/accuracy": 0.8482720191389546, "mask_rcnn/false_negative": 0.1245619236779312, "mask_rcnn/false_positive": 0.18174107382196852, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.25, "time": 0.7337998291477561, "total_loss": 1.82139422462933} {"data_time": 0.00972430408000946, "eta_seconds": 183684.2023335183, "iteration": 21919, "loss_fcos_cls": 0.33011888014152646, "loss_fcos_ctr": 0.6276305485516787, "loss_fcos_loc": 0.23480937746353447, "loss_mask": 0.28596237674355507, "loss_maskiou": 0.0070007085596444085, "loss_sem_seg": 0.3532922100275755, "lr": 0.01, "mask_rcnn/accuracy": 0.8846324866090132, "mask_rcnn/false_negative": 0.09023992635503164, "mask_rcnn/false_positive": 0.16037623737757484, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 40.25, "time": 0.7522008744999766, "total_loss": 1.831151358099305} {"data_time": 0.010989046655595303, "eta_seconds": 183576.93271683063, "iteration": 21939, "loss_fcos_cls": 0.3349949079565704, "loss_fcos_ctr": 0.6280205696821213, "loss_fcos_loc": 0.2365777799859643, "loss_mask": 0.3081429982557893, "loss_maskiou": 0.007695533597143367, "loss_sem_seg": 0.39343182602897286, "lr": 0.01, "mask_rcnn/accuracy": 0.8493563818585596, "mask_rcnn/false_negative": 0.10593474341304324, "mask_rcnn/false_positive": 0.18539582712241492, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.7330750608816743, "total_loss": 1.903691468440229} {"data_time": 0.010379573330283165, "eta_seconds": 183443.6477708919, "iteration": 21959, "loss_fcos_cls": 0.3176207945216447, "loss_fcos_ctr": 0.6286448426544666, "loss_fcos_loc": 0.24067575088702142, "loss_mask": 0.2947538923472166, "loss_maskiou": 0.007117971339539508, "loss_sem_seg": 0.3747193270828575, "lr": 0.01, "mask_rcnn/accuracy": 0.8504348330241187, "mask_rcnn/false_negative": 0.11344323047459826, "mask_rcnn/false_positive": 0.1754235216253674, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7353119142353535, "total_loss": 1.8638958325755084} {"data_time": 0.009832519106566906, "eta_seconds": 183445.48817069642, "iteration": 21979, "loss_fcos_cls": 0.31919531943276525, "loss_fcos_ctr": 0.6296360976994038, "loss_fcos_loc": 0.24221399426460266, "loss_mask": 0.30232701636850834, "loss_maskiou": 0.007992462786205579, "loss_sem_seg": 0.3552368092350662, "lr": 0.01, "mask_rcnn/accuracy": 0.8666855825389366, "mask_rcnn/false_negative": 0.11631517496544982, "mask_rcnn/false_positive": 0.15798263051696315, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7666001860052347, "total_loss": 1.8488101675720827} {"data_time": 0.009995353408157825, "eta_seconds": 183410.13480916154, "iteration": 21999, "loss_fcos_cls": 0.3358643800020218, "loss_fcos_ctr": 0.6260568918660283, "loss_fcos_loc": 0.2376885418780148, "loss_mask": 0.2930817836895585, "loss_maskiou": 0.007358354872849304, "loss_sem_seg": 0.36411208799108863, "lr": 0.01, "mask_rcnn/accuracy": 0.8498941534655821, "mask_rcnn/false_negative": 0.12900278301389223, "mask_rcnn/false_positive": 0.16708242089597336, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 39.25, "time": 0.7505533266812563, "total_loss": 1.8522816776676336} {"data_time": 0.009971855208277702, "eta_seconds": 183375.6940151872, "iteration": 22019, "loss_fcos_cls": 0.31015322217717767, "loss_fcos_ctr": 0.6272119702771306, "loss_fcos_loc": 0.23133886558935046, "loss_mask": 0.2964547164738178, "loss_maskiou": 0.006930410134373233, "loss_sem_seg": 0.3092723456211388, "lr": 0.01, "mask_rcnn/accuracy": 0.8663337828408351, "mask_rcnn/false_negative": 0.09067689208433324, "mask_rcnn/false_positive": 0.17547502178434565, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7219750853255391, "total_loss": 1.8261838721373351} {"data_time": 0.009796254336833954, "eta_seconds": 183307.4588470515, "iteration": 22039, "loss_fcos_cls": 0.3262245934456587, "loss_fcos_ctr": 0.6239787773229182, "loss_fcos_loc": 0.23214764916338027, "loss_mask": 0.29347862489521503, "loss_maskiou": 0.007815307602868415, "loss_sem_seg": 0.3548378744162619, "lr": 0.01, "mask_rcnn/accuracy": 0.881594778716084, "mask_rcnn/false_negative": 0.1093450175226407, "mask_rcnn/false_positive": 0.13010708216233496, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7273433562368155, "total_loss": 1.8644698517600773} {"data_time": 0.010270914062857628, "eta_seconds": 183264.64104896318, "iteration": 22059, "loss_fcos_cls": 0.3268401869572699, "loss_fcos_ctr": 0.6255199662409723, "loss_fcos_loc": 0.2273925740737468, "loss_mask": 0.2890984080731869, "loss_maskiou": 0.006864846647658851, "loss_sem_seg": 0.3669885725248605, "lr": 0.01, "mask_rcnn/accuracy": 0.8668693221802828, "mask_rcnn/false_negative": 0.08884417199681009, "mask_rcnn/false_positive": 0.16625184365502493, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 44.25, "time": 0.7308959532529116, "total_loss": 1.9008669181639561} {"data_time": 0.008878453634679317, "eta_seconds": 183277.88847770356, "iteration": 22079, "loss_fcos_cls": 0.33337727887555957, "loss_fcos_ctr": 0.6273170979693532, "loss_fcos_loc": 0.23295841144863516, "loss_mask": 0.29798552207648754, "loss_maskiou": 0.0071485991138615645, "loss_sem_seg": 0.3733267318457365, "lr": 0.01, "mask_rcnn/accuracy": 0.8648746593630088, "mask_rcnn/false_negative": 0.10070556454220231, "mask_rcnn/false_positive": 0.17137256827375544, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.25, "time": 0.7441226905211806, "total_loss": 1.8782255046317005} {"data_time": 0.01013552863150835, "eta_seconds": 183368.86980465427, "iteration": 22099, "loss_fcos_cls": 0.32709210366010666, "loss_fcos_ctr": 0.6261109914630651, "loss_fcos_loc": 0.23041491047479212, "loss_mask": 0.2963055884465575, "loss_maskiou": 0.006774607056286186, "loss_sem_seg": 0.37241131626069546, "lr": 0.01, "mask_rcnn/accuracy": 0.8715556327125051, "mask_rcnn/false_negative": 0.12989933373744778, "mask_rcnn/false_positive": 0.13765889023367972, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.74036396574229, "total_loss": 1.8425545538557344} {"data_time": 0.010047036223113537, "eta_seconds": 183511.20417253766, "iteration": 22119, "loss_fcos_cls": 0.3210008821915835, "loss_fcos_ctr": 0.629552214872092, "loss_fcos_loc": 0.23763387952931225, "loss_mask": 0.29953239765018225, "loss_maskiou": 0.007419916815706529, "loss_sem_seg": 0.3703281304333359, "lr": 0.01, "mask_rcnn/accuracy": 0.8689712213010203, "mask_rcnn/false_negative": 0.10510514819051045, "mask_rcnn/false_positive": 0.1718133273140376, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7620007740333676, "total_loss": 1.872461344988551} {"data_time": 0.010263965465128422, "eta_seconds": 183335.3544207029, "iteration": 22139, "loss_fcos_cls": 0.3424387378618121, "loss_fcos_ctr": 0.6281867614015937, "loss_fcos_loc": 0.24011643102858216, "loss_mask": 0.2967234142124653, "loss_maskiou": 0.007765913673210889, "loss_sem_seg": 0.3745925105176866, "lr": 0.01, "mask_rcnn/accuracy": 0.868964274373267, "mask_rcnn/false_negative": 0.1166371044746874, "mask_rcnn/false_positive": 0.19023412624721658, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7412115437909961, "total_loss": 1.8878123115282506} {"data_time": 0.010374314151704311, "eta_seconds": 183400.16527012736, "iteration": 22159, "loss_fcos_cls": 0.3457304607145488, "loss_fcos_ctr": 0.6270401543006301, "loss_fcos_loc": 0.24046179931610823, "loss_mask": 0.2998643657192588, "loss_maskiou": 0.008110235823551193, "loss_sem_seg": 0.38079170417040586, "lr": 0.01, "mask_rcnn/accuracy": 0.879386067870714, "mask_rcnn/false_negative": 0.08921750719789966, "mask_rcnn/false_positive": 0.16052132542388395, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7541293762624264, "total_loss": 1.8729686450969893} {"data_time": 0.009805022738873959, "eta_seconds": 183502.44286288787, "iteration": 22179, "loss_fcos_cls": 0.32980893971398473, "loss_fcos_ctr": 0.6244705487042665, "loss_fcos_loc": 0.2242710649734363, "loss_mask": 0.29400501772761345, "loss_maskiou": 0.006671968614682555, "loss_sem_seg": 0.4056510590016842, "lr": 0.01, "mask_rcnn/accuracy": 0.8680530247813412, "mask_rcnn/false_negative": 0.09788433049868978, "mask_rcnn/false_positive": 0.1727833014487366, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.75, "time": 0.7475589346140623, "total_loss": 1.8866120603634045} {"data_time": 0.009900173172354698, "eta_seconds": 183476.88465641532, "iteration": 22199, "loss_fcos_cls": 0.32593192160129547, "loss_fcos_ctr": 0.6258105020970106, "loss_fcos_loc": 0.23507324699312449, "loss_mask": 0.27694155648350716, "loss_maskiou": 0.006929076858796179, "loss_sem_seg": 0.3210727162659168, "lr": 0.01, "mask_rcnn/accuracy": 0.8731036394302658, "mask_rcnn/false_negative": 0.10681699941833413, "mask_rcnn/false_positive": 0.14732775570436712, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.25, "time": 0.7176145408302546, "total_loss": 1.810454046484665} {"data_time": 0.009383223950862885, "eta_seconds": 183480.28884114698, "iteration": 22219, "loss_fcos_cls": 0.31050351029261947, "loss_fcos_ctr": 0.6243934528902173, "loss_fcos_loc": 0.2316329430323094, "loss_mask": 0.28004011418670416, "loss_maskiou": 0.006648735667113215, "loss_sem_seg": 0.344845041166991, "lr": 0.01, "mask_rcnn/accuracy": 0.8678305697278912, "mask_rcnn/false_negative": 0.1046293425724711, "mask_rcnn/false_positive": 0.1568294876096718, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.25, "time": 0.7608369598165154, "total_loss": 1.8491317528823856} {"data_time": 0.00974650401622057, "eta_seconds": 183465.4789655842, "iteration": 22239, "loss_fcos_cls": 0.3309862622991204, "loss_fcos_ctr": 0.6268430347554386, "loss_fcos_loc": 0.23854353849310428, "loss_mask": 0.29167875088751316, "loss_maskiou": 0.006769474479369819, "loss_sem_seg": 0.3601685184985399, "lr": 0.01, "mask_rcnn/accuracy": 0.8612767089329589, "mask_rcnn/false_negative": 0.1102195050007735, "mask_rcnn/false_positive": 0.1687158393435837, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 39.0, "time": 0.7400727178901434, "total_loss": 1.836548586601566} {"data_time": 0.01043851487338543, "eta_seconds": 183432.45943989325, "iteration": 22259, "loss_fcos_cls": 0.31817285157740116, "loss_fcos_ctr": 0.6277288896963, "loss_fcos_loc": 0.23424259200692177, "loss_mask": 0.301614323630929, "loss_maskiou": 0.006666232118732296, "loss_sem_seg": 0.3401222610846162, "lr": 0.01, "mask_rcnn/accuracy": 0.8551374291140127, "mask_rcnn/false_negative": 0.10285984920107544, "mask_rcnn/false_positive": 0.17971217771868328, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7384452605620027, "total_loss": 1.819028777492349} {"data_time": 0.009262201376259327, "eta_seconds": 183446.83054098394, "iteration": 22279, "loss_fcos_cls": 0.31484280340373516, "loss_fcos_ctr": 0.6260009538382292, "loss_fcos_loc": 0.23454833589494228, "loss_mask": 0.28926219372078776, "loss_maskiou": 0.007152100923121907, "loss_sem_seg": 0.3568154356908053, "lr": 0.01, "mask_rcnn/accuracy": 0.8770986468426328, "mask_rcnn/false_negative": 0.09466361435339268, "mask_rcnn/false_positive": 0.14357662566691953, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.0, "time": 0.7465270711109042, "total_loss": 1.8416216254190658} {"data_time": 0.008833381347358227, "eta_seconds": 183525.73994002864, "iteration": 22299, "loss_fcos_cls": 0.31449575326405466, "loss_fcos_ctr": 0.6259593525901437, "loss_fcos_loc": 0.2290485086850822, "loss_mask": 0.2818998172879219, "loss_maskiou": 0.006896641541970894, "loss_sem_seg": 0.3619701284915209, "lr": 0.01, "mask_rcnn/accuracy": 0.9000948907131776, "mask_rcnn/false_negative": 0.06717327987212411, "mask_rcnn/false_positive": 0.14625745021817557, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.7561770770698786, "total_loss": 1.8291929690021789} {"data_time": 0.010544214397668839, "eta_seconds": 183510.92161148414, "iteration": 22319, "loss_fcos_cls": 0.33498704712837934, "loss_fcos_ctr": 0.6264573000371456, "loss_fcos_loc": 0.22809028555639088, "loss_mask": 0.29524297919124365, "loss_maskiou": 0.006671154209470842, "loss_sem_seg": 0.3551903637126088, "lr": 0.01, "mask_rcnn/accuracy": 0.8814934257285003, "mask_rcnn/false_negative": 0.1017303701934498, "mask_rcnn/false_positive": 0.14153189881135445, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7430551182478666, "total_loss": 1.8550515980750788} {"data_time": 0.01075485534965992, "eta_seconds": 183402.39825695287, "iteration": 22339, "loss_fcos_cls": 0.32519046450033784, "loss_fcos_ctr": 0.62649607937783, "loss_fcos_loc": 0.22863783524371684, "loss_mask": 0.3045461531728506, "loss_maskiou": 0.007604730490129441, "loss_sem_seg": 0.333157189656049, "lr": 0.01, "mask_rcnn/accuracy": 0.8470432065956154, "mask_rcnn/false_negative": 0.1011610804279168, "mask_rcnn/false_positive": 0.18704449512616378, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7390569997951388, "total_loss": 1.8596919062110828} {"data_time": 0.009903309866786003, "eta_seconds": 183367.17318838555, "iteration": 22359, "loss_fcos_cls": 0.3251641821116209, "loss_fcos_ctr": 0.626592967659235, "loss_fcos_loc": 0.2273519728332758, "loss_mask": 0.2870492972433567, "loss_maskiou": 0.007575480543891899, "loss_sem_seg": 0.3031625410076231, "lr": 0.01, "mask_rcnn/accuracy": 0.8721845620270581, "mask_rcnn/false_negative": 0.10963270568736448, "mask_rcnn/false_positive": 0.15047052359879698, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7263585580512881, "total_loss": 1.7685735697159544} {"data_time": 0.00932190753519535, "eta_seconds": 183299.00252581853, "iteration": 22379, "loss_fcos_cls": 0.32770927413366735, "loss_fcos_ctr": 0.6289929803460836, "loss_fcos_loc": 0.23867770889773965, "loss_mask": 0.3117659594863653, "loss_maskiou": 0.007145151117583737, "loss_sem_seg": 0.3477785484865308, "lr": 0.01, "mask_rcnn/accuracy": 0.865118826673928, "mask_rcnn/false_negative": 0.13300251299623672, "mask_rcnn/false_positive": 0.1297917912812325, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.71650405600667, "total_loss": 1.8484574821050046} {"data_time": 0.010071679018437862, "eta_seconds": 183303.9146377677, "iteration": 22399, "loss_fcos_cls": 0.3273071680450812, "loss_fcos_ctr": 0.6277680322527885, "loss_fcos_loc": 0.23556712712161243, "loss_mask": 0.3092887969687581, "loss_maskiou": 0.007080762283294462, "loss_sem_seg": 0.39270478300750256, "lr": 0.01, "mask_rcnn/accuracy": 0.8551483877964141, "mask_rcnn/false_negative": 0.10543853844694555, "mask_rcnn/false_positive": 0.1943231438524635, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7561542438343167, "total_loss": 1.9059475381363882} {"data_time": 0.00903707928955555, "eta_seconds": 183289.108242427, "iteration": 22419, "loss_fcos_cls": 0.32753457478247583, "loss_fcos_ctr": 0.626739009283483, "loss_fcos_loc": 0.22917911817785352, "loss_mask": 0.28495512530207634, "loss_maskiou": 0.00682439748197794, "loss_sem_seg": 0.3969357293099165, "lr": 0.01, "mask_rcnn/accuracy": 0.8759926665701742, "mask_rcnn/false_negative": 0.10274816111538296, "mask_rcnn/false_positive": 0.16505364887525775, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 40.0, "time": 0.7458069119602442, "total_loss": 1.8942382821405772} {"data_time": 0.009063118137419224, "eta_seconds": 183288.44642025046, "iteration": 22439, "loss_fcos_cls": 0.328908248571679, "loss_fcos_ctr": 0.626436575781554, "loss_fcos_loc": 0.23048011306673288, "loss_mask": 0.29789450857788324, "loss_maskiou": 0.007916735354228877, "loss_sem_seg": 0.357774100266397, "lr": 0.01, "mask_rcnn/accuracy": 0.8690568153820885, "mask_rcnn/false_negative": 0.08888113724917204, "mask_rcnn/false_positive": 0.18733571263590143, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7389598656445742, "total_loss": 1.8332221505988855} {"data_time": 0.010339098982512951, "eta_seconds": 182932.08825832698, "iteration": 22459, "loss_fcos_cls": 0.30564476270228624, "loss_fcos_ctr": 0.6216637715697289, "loss_fcos_loc": 0.22010739508550614, "loss_mask": 0.29486926831305027, "loss_maskiou": 0.007460383567376994, "loss_sem_seg": 0.3543953965418041, "lr": 0.01, "mask_rcnn/accuracy": 0.8580522275874636, "mask_rcnn/false_negative": 0.1039711023081536, "mask_rcnn/false_positive": 0.17103750138822035, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.0, "time": 0.7231909856200218, "total_loss": 1.8121917439711979} {"data_time": 0.010081702843308449, "eta_seconds": 182692.83024380263, "iteration": 22479, "loss_fcos_cls": 0.32165462523698807, "loss_fcos_ctr": 0.6281442129984498, "loss_fcos_loc": 0.23073043674230576, "loss_mask": 0.28774462081491947, "loss_maskiou": 0.00656277452071663, "loss_sem_seg": 0.3517985437065363, "lr": 0.01, "mask_rcnn/accuracy": 0.8597569739963421, "mask_rcnn/false_negative": 0.09128574578713702, "mask_rcnn/false_positive": 0.1743630328286993, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.0, "time": 0.7201718166470528, "total_loss": 1.8746551368421933} {"data_time": 0.009878086857497692, "eta_seconds": 182608.4748924924, "iteration": 22499, "loss_fcos_cls": 0.3195763290859759, "loss_fcos_ctr": 0.6280362047255039, "loss_fcos_loc": 0.23965942719951272, "loss_mask": 0.302130282856524, "loss_maskiou": 0.006680734979454428, "loss_sem_seg": 0.3060554882977158, "lr": 0.01, "mask_rcnn/accuracy": 0.8543537414965987, "mask_rcnn/false_negative": 0.10228243537402151, "mask_rcnn/false_positive": 0.14776258552381127, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.25, "time": 0.7155712284147739, "total_loss": 1.8281648336997023} {"data_time": 0.010130045004189014, "eta_seconds": 182628.58919418883, "iteration": 22519, "loss_fcos_cls": 0.3199784904718399, "loss_fcos_ctr": 0.6264096386730671, "loss_fcos_loc": 0.24261255469173193, "loss_mask": 0.29869358893483877, "loss_maskiou": 0.007007378189882729, "loss_sem_seg": 0.36400124803185463, "lr": 0.01, "mask_rcnn/accuracy": 0.863117156617049, "mask_rcnn/false_negative": 0.11633205933363913, "mask_rcnn/false_positive": 0.15613700203879227, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.5, "time": 0.7316483473405242, "total_loss": 1.8707216727198102} {"data_time": 0.009683499112725258, "eta_seconds": 182658.8284544684, "iteration": 22539, "loss_fcos_cls": 0.3229988072998822, "loss_fcos_ctr": 0.6325653502717614, "loss_fcos_loc": 0.24424100993201137, "loss_mask": 0.29706104565411806, "loss_maskiou": 0.0068046895758016035, "loss_sem_seg": 0.37011262588202953, "lr": 0.01, "mask_rcnn/accuracy": 0.8564065843728796, "mask_rcnn/false_negative": 0.1161855275455452, "mask_rcnn/false_positive": 0.1670406235578984, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 40.5, "time": 0.7375006135553122, "total_loss": 1.8567871624836698} {"data_time": 0.008947539143264294, "eta_seconds": 182633.783025912, "iteration": 22559, "loss_fcos_cls": 0.3273762499447912, "loss_fcos_ctr": 0.6253140438348055, "loss_fcos_loc": 0.23231751681305468, "loss_mask": 0.2872072388418019, "loss_maskiou": 0.006937646714504808, "loss_sem_seg": 0.35720803029835224, "lr": 0.01, "mask_rcnn/accuracy": 0.8599033297529538, "mask_rcnn/false_negative": 0.10426085104763688, "mask_rcnn/false_positive": 0.19130289827587071, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.25, "time": 0.7499933699145913, "total_loss": 1.8462556838494493} {"data_time": 0.010027003474533558, "eta_seconds": 182728.89610751625, "iteration": 22579, "loss_fcos_cls": 0.3345081298612058, "loss_fcos_ctr": 0.6255999282002449, "loss_fcos_loc": 0.23738247656729072, "loss_mask": 0.30244221072643995, "loss_maskiou": 0.007429618330206722, "loss_sem_seg": 0.3289133091457188, "lr": 0.01, "mask_rcnn/accuracy": 0.8571258860687132, "mask_rcnn/false_negative": 0.11086588565216862, "mask_rcnn/false_positive": 0.17417493241665427, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7558350646868348, "total_loss": 1.8519381543737836} {"data_time": 0.009615471586585045, "eta_seconds": 182604.2594169667, "iteration": 22599, "loss_fcos_cls": 0.31438862066715956, "loss_fcos_ctr": 0.6242610178887844, "loss_fcos_loc": 0.22488095227163285, "loss_mask": 0.28235197160393, "loss_maskiou": 0.007158176755183376, "loss_sem_seg": 0.32627988141030073, "lr": 0.01, "mask_rcnn/accuracy": 0.8686420722135008, "mask_rcnn/false_negative": 0.09226900822268842, "mask_rcnn/false_positive": 0.15600874675226406, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.5, "time": 0.72597502078861, "total_loss": 1.815502683952218} {"data_time": 0.009720731526613235, "eta_seconds": 182613.68710828573, "iteration": 22619, "loss_fcos_cls": 0.3137803436256945, "loss_fcos_ctr": 0.6238799439743161, "loss_fcos_loc": 0.22683153813704848, "loss_mask": 0.2859945157542825, "loss_maskiou": 0.0067806443039444275, "loss_sem_seg": 0.3360105976462364, "lr": 0.01, "mask_rcnn/accuracy": 0.8553717405329478, "mask_rcnn/false_negative": 0.10671748874055823, "mask_rcnn/false_positive": 0.20652237094937928, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.75, "time": 0.7445979481562972, "total_loss": 1.7775277101172833} {"data_time": 0.009723070077598095, "eta_seconds": 182598.92334816605, "iteration": 22639, "loss_fcos_cls": 0.31710460828617215, "loss_fcos_ctr": 0.6255663502961397, "loss_fcos_loc": 0.23292200220748782, "loss_mask": 0.301881767809391, "loss_maskiou": 0.007188153991592117, "loss_sem_seg": 0.3354909373447299, "lr": 0.01, "mask_rcnn/accuracy": 0.8714672223676461, "mask_rcnn/false_negative": 0.1018569428652311, "mask_rcnn/false_positive": 0.15793555845279716, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 31.0, "time": 0.7387555195018649, "total_loss": 1.814367367667728} {"data_time": 0.009737814776599407, "eta_seconds": 182746.20597575046, "iteration": 22659, "loss_fcos_cls": 0.3238359382376075, "loss_fcos_ctr": 0.6266581788659096, "loss_fcos_loc": 0.2369921924546361, "loss_mask": 0.3065129900351167, "loss_maskiou": 0.0073234682058682665, "loss_sem_seg": 0.35338754020631313, "lr": 0.01, "mask_rcnn/accuracy": 0.8539782404527363, "mask_rcnn/false_negative": 0.09905920305022868, "mask_rcnn/false_positive": 0.18197364490567947, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 41.25, "time": 0.7334071695804596, "total_loss": 1.8654654528218089} {"data_time": 0.009815603494644165, "eta_seconds": 182659.31402101647, "iteration": 22679, "loss_fcos_cls": 0.3259355570189655, "loss_fcos_ctr": 0.6284846570342779, "loss_fcos_loc": 0.23786898516118526, "loss_mask": 0.28633408807218075, "loss_maskiou": 0.007138391170883551, "loss_sem_seg": 0.3641219246201217, "lr": 0.01, "mask_rcnn/accuracy": 0.8664222244702167, "mask_rcnn/false_negative": 0.10452879309904463, "mask_rcnn/false_positive": 0.16729290280345774, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7324936063960195, "total_loss": 1.8500153948261868} {"data_time": 0.010067366994917393, "eta_seconds": 182799.17529253662, "iteration": 22699, "loss_fcos_cls": 0.33945113979279995, "loss_fcos_ctr": 0.6265228539705276, "loss_fcos_loc": 0.2250728690996766, "loss_mask": 0.2831231439486146, "loss_maskiou": 0.006407534776371904, "loss_sem_seg": 0.35497396253049374, "lr": 0.01, "mask_rcnn/accuracy": 0.862545351473923, "mask_rcnn/false_negative": 0.09630738461226684, "mask_rcnn/false_positive": 0.18284705024071074, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.75, "time": 0.7600651029497385, "total_loss": 1.8479799569176976} {"data_time": 0.00943390466272831, "eta_seconds": 182739.94900484104, "iteration": 22719, "loss_fcos_cls": 0.3341214614920318, "loss_fcos_ctr": 0.6285292007960379, "loss_fcos_loc": 0.2415743803139776, "loss_mask": 0.2893018089234829, "loss_maskiou": 0.006923104490851983, "loss_sem_seg": 0.3947835071012378, "lr": 0.01, "mask_rcnn/accuracy": 0.8723049500173902, "mask_rcnn/false_negative": 0.10077852753117181, "mask_rcnn/false_positive": 0.1542108377375519, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 39.5, "time": 0.7680965205654502, "total_loss": 1.8616098069178406} {"data_time": 0.00880503561347723, "eta_seconds": 182538.63302238658, "iteration": 22739, "loss_fcos_cls": 0.313186576589942, "loss_fcos_ctr": 0.6232762737199664, "loss_fcos_loc": 0.22643062099814415, "loss_mask": 0.29782124143093824, "loss_maskiou": 0.00792874424951151, "loss_sem_seg": 0.3184552686288953, "lr": 0.01, "mask_rcnn/accuracy": 0.8639003580239003, "mask_rcnn/false_negative": 0.09326588699450472, "mask_rcnn/false_positive": 0.1429561045975276, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.7333744494244456, "total_loss": 1.7984471043164376} {"data_time": 0.009150094352662563, "eta_seconds": 182496.43946282938, "iteration": 22759, "loss_fcos_cls": 0.3300432376563549, "loss_fcos_ctr": 0.62332574557513, "loss_fcos_loc": 0.22514580842107534, "loss_mask": 0.2886078292503953, "loss_maskiou": 0.007523072752519511, "loss_sem_seg": 0.336821221280843, "lr": 0.01, "mask_rcnn/accuracy": 0.869273602298062, "mask_rcnn/false_negative": 0.10930414453095755, "mask_rcnn/false_positive": 0.1585828615817225, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7247997922822833, "total_loss": 1.8228497490636073} {"data_time": 0.010297308675944805, "eta_seconds": 182471.4031767128, "iteration": 22779, "loss_fcos_cls": 0.31641675462014973, "loss_fcos_ctr": 0.6282302755862474, "loss_fcos_loc": 0.23231898550875485, "loss_mask": 0.28839724604040384, "loss_maskiou": 0.006350522438879125, "loss_sem_seg": 0.3188095735386014, "lr": 0.01, "mask_rcnn/accuracy": 0.8935151441528992, "mask_rcnn/false_negative": 0.0800588411567744, "mask_rcnn/false_positive": 0.13024000562290378, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.7294540116563439, "total_loss": 1.7851691440482682} {"data_time": 0.009294667281210423, "eta_seconds": 182480.81326720864, "iteration": 22799, "loss_fcos_cls": 0.3178849574178457, "loss_fcos_ctr": 0.625730708707124, "loss_fcos_loc": 0.22673515533097088, "loss_mask": 0.2869666600599885, "loss_maskiou": 0.00722448481246829, "loss_sem_seg": 0.3382037873379886, "lr": 0.01, "mask_rcnn/accuracy": 0.867745137117347, "mask_rcnn/false_negative": 0.10029070732117712, "mask_rcnn/false_positive": 0.15753070597066388, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.0, "time": 0.7525493502616882, "total_loss": 1.7848497901504743} {"data_time": 0.009800877422094345, "eta_seconds": 182466.04950708896, "iteration": 22819, "loss_fcos_cls": 0.3170284505467862, "loss_fcos_ctr": 0.6275368733331561, "loss_fcos_loc": 0.23223950597457588, "loss_mask": 0.2777879387140274, "loss_maskiou": 0.0070131796528585255, "loss_sem_seg": 0.36705103935673833, "lr": 0.01, "mask_rcnn/accuracy": 0.8777166389811739, "mask_rcnn/false_negative": 0.08590651976672087, "mask_rcnn/false_positive": 0.16158901270930243, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.7383749997243285, "total_loss": 1.8285509951820131} {"data_time": 0.010234620422124863, "eta_seconds": 182651.26934938598, "iteration": 22839, "loss_fcos_cls": 0.30329778231680393, "loss_fcos_ctr": 0.6250518225133419, "loss_fcos_loc": 0.2303000595420599, "loss_mask": 0.3009617319330573, "loss_maskiou": 0.007505492713789863, "loss_sem_seg": 0.3459016503766179, "lr": 0.01, "mask_rcnn/accuracy": 0.8703993703073232, "mask_rcnn/false_negative": 0.09219240254075911, "mask_rcnn/false_positive": 0.19292824696293254, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.75, "time": 0.7492684964090586, "total_loss": 1.819656768871937} {"data_time": 0.010230408050119877, "eta_seconds": 182636.48940681014, "iteration": 22859, "loss_fcos_cls": 0.3079387070611119, "loss_fcos_ctr": 0.6253280946984887, "loss_fcos_loc": 0.22600542358122766, "loss_mask": 0.286763334646821, "loss_maskiou": 0.007082244279445149, "loss_sem_seg": 0.3411323451437056, "lr": 0.01, "mask_rcnn/accuracy": 0.8772156084656084, "mask_rcnn/false_negative": 0.11303740666574785, "mask_rcnn/false_positive": 0.1364067526917751, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.741789230145514, "total_loss": 1.8005215237280936} {"data_time": 0.009925360791385174, "eta_seconds": 182511.60370606463, "iteration": 22879, "loss_fcos_cls": 0.3069956758990884, "loss_fcos_ctr": 0.6248949998989701, "loss_fcos_loc": 0.22337912488728762, "loss_mask": 0.2940616747364402, "loss_maskiou": 0.007490675518056378, "loss_sem_seg": 0.3439059080556035, "lr": 0.01, "mask_rcnn/accuracy": 0.8717055535664558, "mask_rcnn/false_negative": 0.10663053650214055, "mask_rcnn/false_positive": 0.14925119550267968, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.75, "time": 0.7290314640849829, "total_loss": 1.8063507569167996} {"data_time": 0.009940434247255325, "eta_seconds": 182496.83267456945, "iteration": 22899, "loss_fcos_cls": 0.3155225678347051, "loss_fcos_ctr": 0.6282650390639901, "loss_fcos_loc": 0.2318933733040467, "loss_mask": 0.2831880720332265, "loss_maskiou": 0.00786642826278694, "loss_sem_seg": 0.3566085621714592, "lr": 0.01, "mask_rcnn/accuracy": 0.8410607512235664, "mask_rcnn/false_negative": 0.11469410894558617, "mask_rcnn/false_positive": 0.20461131050755532, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.0, "time": 0.7387063857167959, "total_loss": 1.8607489720307058} {"data_time": 0.010672700591385365, "eta_seconds": 182351.3577327449, "iteration": 22919, "loss_fcos_cls": 0.3418609476648271, "loss_fcos_ctr": 0.6234437534585595, "loss_fcos_loc": 0.22764746425673366, "loss_mask": 0.2908883420750499, "loss_maskiou": 0.0074480753755779006, "loss_sem_seg": 0.3434984162449837, "lr": 0.01, "mask_rcnn/accuracy": 0.8701792342519953, "mask_rcnn/false_negative": 0.06711845928032631, "mask_rcnn/false_positive": 0.1749691984004219, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.731698289513588, "total_loss": 1.8660059965332039} {"data_time": 0.010705718770623207, "eta_seconds": 182577.36963650677, "iteration": 22939, "loss_fcos_cls": 0.3128975694999099, "loss_fcos_ctr": 0.6248229211196303, "loss_fcos_loc": 0.2365802030544728, "loss_mask": 0.29618922527879477, "loss_maskiou": 0.007154091552365571, "loss_sem_seg": 0.3720638947561383, "lr": 0.01, "mask_rcnn/accuracy": 0.8838237660154001, "mask_rcnn/false_negative": 0.09758000796486155, "mask_rcnn/false_positive": 0.13854373203940284, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.5, "time": 0.7442602785304189, "total_loss": 1.8682194977027393} {"data_time": 0.009082864038646221, "eta_seconds": 182653.6441205861, "iteration": 22959, "loss_fcos_cls": 0.3131663736421615, "loss_fcos_ctr": 0.625285791233182, "loss_fcos_loc": 0.2269977773539722, "loss_mask": 0.2894696183502674, "loss_maskiou": 0.006479281990323216, "loss_sem_seg": 0.3333914913237095, "lr": 0.01, "mask_rcnn/accuracy": 0.8815628502358799, "mask_rcnn/false_negative": 0.10116047450113444, "mask_rcnn/false_positive": 0.1653072526434972, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.0, "time": 0.7421139385551214, "total_loss": 1.801537696068408} {"data_time": 0.010558909736573696, "eta_seconds": 182617.87544783577, "iteration": 22979, "loss_fcos_cls": 0.32412504497915506, "loss_fcos_ctr": 0.6316563170403242, "loss_fcos_loc": 0.24587153550237417, "loss_mask": 0.3013211004436016, "loss_maskiou": 0.006715960742440075, "loss_sem_seg": 0.4412743737921119, "lr": 0.01, "mask_rcnn/accuracy": 0.8843552584132531, "mask_rcnn/false_negative": 0.0912021905821832, "mask_rcnn/false_positive": 0.17253179578036165, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.5, "time": 0.7489237254485488, "total_loss": 1.9394121282966807} {"data_time": 0.01060114149004221, "eta_seconds": 182603.0898324065, "iteration": 22999, "loss_fcos_cls": 0.3116351938806474, "loss_fcos_ctr": 0.6290863500908017, "loss_fcos_loc": 0.24201285757590085, "loss_mask": 0.3110754652880132, "loss_maskiou": 0.008695930751855485, "loss_sem_seg": 0.35842185793444514, "lr": 0.01, "mask_rcnn/accuracy": 0.8822964185674269, "mask_rcnn/false_negative": 0.0964500516465332, "mask_rcnn/false_positive": 0.16748024702570158, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7471035169437528, "total_loss": 1.879766477679368} {"data_time": 0.011113058775663376, "eta_seconds": 182526.67776165996, "iteration": 23019, "loss_fcos_cls": 0.33373496565036476, "loss_fcos_ctr": 0.6268529770895839, "loss_fcos_loc": 0.23279559379443526, "loss_mask": 0.3000923451036215, "loss_maskiou": 0.007140291068935767, "loss_sem_seg": 0.33794223610311747, "lr": 0.01, "mask_rcnn/accuracy": 0.877246276889134, "mask_rcnn/false_negative": 0.1110268012039119, "mask_rcnn/false_positive": 0.13444184355585154, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.7280960641801357, "total_loss": 1.8437551014649216} {"data_time": 0.010687144473195076, "eta_seconds": 182667.55999643262, "iteration": 23039, "loss_fcos_cls": 0.31610947055742145, "loss_fcos_ctr": 0.6235924917273223, "loss_fcos_loc": 0.22407651075627655, "loss_mask": 0.2872248850762844, "loss_maskiou": 0.006250927290238906, "loss_sem_seg": 0.3261905200779438, "lr": 0.01, "mask_rcnn/accuracy": 0.8576333211856171, "mask_rcnn/false_negative": 0.12207773436692718, "mask_rcnn/false_positive": 0.13714906526682974, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 45.0, "time": 0.7441146355122328, "total_loss": 1.7783098337313277} {"data_time": 0.009428258053958416, "eta_seconds": 182652.766765113, "iteration": 23059, "loss_fcos_cls": 0.3153678895905614, "loss_fcos_ctr": 0.6246833335608244, "loss_fcos_loc": 0.22944587701931596, "loss_mask": 0.2854156782850623, "loss_maskiou": 0.007096753062796779, "loss_sem_seg": 0.33508525788784027, "lr": 0.01, "mask_rcnn/accuracy": 0.8566613440488977, "mask_rcnn/false_negative": 0.11389032269733819, "mask_rcnn/false_positive": 0.1698667946724984, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 30.25, "time": 0.7307514054700732, "total_loss": 1.7978363436559448} {"data_time": 0.010055741295218468, "eta_seconds": 182583.65210989583, "iteration": 23079, "loss_fcos_cls": 0.3196387765929103, "loss_fcos_ctr": 0.6221667751669884, "loss_fcos_loc": 0.21720535214990377, "loss_mask": 0.29115832690149546, "loss_maskiou": 0.006746688901330344, "loss_sem_seg": 0.3576409344095737, "lr": 0.01, "mask_rcnn/accuracy": 0.893824298822519, "mask_rcnn/false_negative": 0.09205518301957992, "mask_rcnn/false_positive": 0.12871023553828417, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.7399181323125958, "total_loss": 1.8343132152986072} {"data_time": 0.009821795858442783, "eta_seconds": 182541.48378984164, "iteration": 23099, "loss_fcos_cls": 0.32171464478597045, "loss_fcos_ctr": 0.6276033939793706, "loss_fcos_loc": 0.23398690833710134, "loss_mask": 0.3069716487079859, "loss_maskiou": 0.0074539981433190405, "loss_sem_seg": 0.3303761968854815, "lr": 0.01, "mask_rcnn/accuracy": 0.8605310987137293, "mask_rcnn/false_negative": 0.1108610425757246, "mask_rcnn/false_positive": 0.17398082725061786, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.75, "time": 0.7377779576927423, "total_loss": 1.8344941317627672} {"data_time": 0.009142505005002022, "eta_seconds": 182450.70898259152, "iteration": 23119, "loss_fcos_cls": 0.31622138526290655, "loss_fcos_ctr": 0.6227265279740095, "loss_fcos_loc": 0.2306639514863491, "loss_mask": 0.313650606200099, "loss_maskiou": 0.006778925220714882, "loss_sem_seg": 0.3652878920547664, "lr": 0.01, "mask_rcnn/accuracy": 0.8616209030516522, "mask_rcnn/false_negative": 0.08635357412104651, "mask_rcnn/false_positive": 0.16170988012573556, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.739386048167944, "total_loss": 1.8781173188981484} {"data_time": 0.009590712375938892, "eta_seconds": 182319.58029662725, "iteration": 23139, "loss_fcos_cls": 0.31865313462913036, "loss_fcos_ctr": 0.6244457946158946, "loss_fcos_loc": 0.22068417607806623, "loss_mask": 0.2903135819360614, "loss_maskiou": 0.007622590477694757, "loss_sem_seg": 0.35661705024540424, "lr": 0.01, "mask_rcnn/accuracy": 0.873421510554047, "mask_rcnn/false_negative": 0.09690435936301997, "mask_rcnn/false_positive": 0.15400059901549146, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 38.25, "time": 0.741728094406426, "total_loss": 1.8412331505460315} {"data_time": 0.010386279784142971, "eta_seconds": 182139.76488588657, "iteration": 23159, "loss_fcos_cls": 0.3229058627039194, "loss_fcos_ctr": 0.6232345635071397, "loss_fcos_loc": 0.22474189545027912, "loss_mask": 0.28829104639589787, "loss_maskiou": 0.0072977188538061455, "loss_sem_seg": 0.36050815135240555, "lr": 0.01, "mask_rcnn/accuracy": 0.8727051205820675, "mask_rcnn/false_negative": 0.10834467362801366, "mask_rcnn/false_positive": 0.1523359784430029, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.0, "time": 0.7328716218471527, "total_loss": 1.8212404343939852} {"data_time": 0.00973896961659193, "eta_seconds": 182125.00722691696, "iteration": 23179, "loss_fcos_cls": 0.3070290591567755, "loss_fcos_ctr": 0.6279449835419655, "loss_fcos_loc": 0.2357806507498026, "loss_mask": 0.3046037573367357, "loss_maskiou": 0.007659167284145951, "loss_sem_seg": 0.3663472658954561, "lr": 0.01, "mask_rcnn/accuracy": 0.8612717091444873, "mask_rcnn/false_negative": 0.10801312245381108, "mask_rcnn/false_positive": 0.18288168262668292, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.5, "time": 0.7506425799801946, "total_loss": 1.85469547676621} {"data_time": 0.00917266495525837, "eta_seconds": 182275.2672021417, "iteration": 23199, "loss_fcos_cls": 0.31344173243269324, "loss_fcos_ctr": 0.6215172717347741, "loss_fcos_loc": 0.21346629387699068, "loss_mask": 0.30001224111765623, "loss_maskiou": 0.007724009774392471, "loss_sem_seg": 0.35310048749670386, "lr": 0.01, "mask_rcnn/accuracy": 0.8500989690134426, "mask_rcnn/false_negative": 0.11160052479163413, "mask_rcnn/false_positive": 0.15046958189764897, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.75, "time": 0.734578906558454, "total_loss": 1.8122132409043843} {"data_time": 0.010417507961392403, "eta_seconds": 182376.8066940466, "iteration": 23219, "loss_fcos_cls": 0.34120919462293386, "loss_fcos_ctr": 0.6274879369884729, "loss_fcos_loc": 0.24234755989164114, "loss_mask": 0.30883880890905857, "loss_maskiou": 0.007219718996566371, "loss_sem_seg": 0.4318552725017071, "lr": 0.01, "mask_rcnn/accuracy": 0.8776842867303394, "mask_rcnn/false_negative": 0.08921621772243461, "mask_rcnn/false_positive": 0.16156969364239954, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7525592176243663, "total_loss": 1.954719540575752} {"data_time": 0.011059844866394997, "eta_seconds": 182245.72513915133, "iteration": 23239, "loss_fcos_cls": 0.32466362603008747, "loss_fcos_ctr": 0.6244904063642025, "loss_fcos_loc": 0.2274040230549872, "loss_mask": 0.3029450196772814, "loss_maskiou": 0.007485190042643808, "loss_sem_seg": 0.3339487281627953, "lr": 0.01, "mask_rcnn/accuracy": 0.8713695217632174, "mask_rcnn/false_negative": 0.10320404015745177, "mask_rcnn/false_positive": 0.1572268467965973, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.5, "time": 0.7316676629707217, "total_loss": 1.8335516394145088} {"data_time": 0.009800981730222702, "eta_seconds": 182230.95410765614, "iteration": 23259, "loss_fcos_cls": 0.321643088478595, "loss_fcos_ctr": 0.6289611421525478, "loss_fcos_loc": 0.23191591212525964, "loss_mask": 0.29245407972484827, "loss_maskiou": 0.007341940494370647, "loss_sem_seg": 0.34324964275583625, "lr": 0.01, "mask_rcnn/accuracy": 0.8739493428723772, "mask_rcnn/false_negative": 0.0950659427545081, "mask_rcnn/false_positive": 0.15113092157354419, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7421901151537895, "total_loss": 1.8322386481013382} {"data_time": 0.010087789036333561, "eta_seconds": 182186.5090061091, "iteration": 23279, "loss_fcos_cls": 0.30907830223441124, "loss_fcos_ctr": 0.6242745602503419, "loss_fcos_loc": 0.22285595443099737, "loss_mask": 0.3031690325587988, "loss_maskiou": 0.007630223270098213, "loss_sem_seg": 0.3377235443331301, "lr": 0.01, "mask_rcnn/accuracy": 0.880269007635617, "mask_rcnn/false_negative": 0.1096673451872896, "mask_rcnn/false_positive": 0.12687662524506033, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7433343520388007, "total_loss": 1.802048904748517} {"data_time": 0.010833089239895344, "eta_seconds": 182036.4612730993, "iteration": 23299, "loss_fcos_cls": 0.3309438640717417, "loss_fcos_ctr": 0.6260483213700354, "loss_fcos_loc": 0.2296491067390889, "loss_mask": 0.2937475489452481, "loss_maskiou": 0.007547447399701923, "loss_sem_seg": 0.35284961061552167, "lr": 0.01, "mask_rcnn/accuracy": 0.8708844866071428, "mask_rcnn/false_negative": 0.08799302053529007, "mask_rcnn/false_positive": 0.16672923979544133, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.745342249982059, "total_loss": 1.8627665600506589} {"data_time": 0.00921890139579773, "eta_seconds": 181804.16366149206, "iteration": 23319, "loss_fcos_cls": 0.327097752597183, "loss_fcos_ctr": 0.6244997270405293, "loss_fcos_loc": 0.22712337807752192, "loss_mask": 0.2974253031425178, "loss_maskiou": 0.008026332383451518, "loss_sem_seg": 0.36757686361670494, "lr": 0.01, "mask_rcnn/accuracy": 0.8677007495413895, "mask_rcnn/false_negative": 0.1052556052780722, "mask_rcnn/false_positive": 0.14319746680312256, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.0, "time": 0.7301715165376663, "total_loss": 1.8362768799997866} {"data_time": 0.009821196086704731, "eta_seconds": 181789.4236398721, "iteration": 23339, "loss_fcos_cls": 0.3269883922766894, "loss_fcos_ctr": 0.6263042823411524, "loss_fcos_loc": 0.22849786165170372, "loss_mask": 0.300808128900826, "loss_maskiou": 0.007018996315309778, "loss_sem_seg": 0.3724757991731167, "lr": 0.01, "mask_rcnn/accuracy": 0.8768185636270956, "mask_rcnn/false_negative": 0.10510114220694126, "mask_rcnn/false_positive": 0.18045509620289557, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.7373571246862411, "total_loss": 1.8982266482926207} {"data_time": 0.010204593650996685, "eta_seconds": 182197.28767003398, "iteration": 23359, "loss_fcos_cls": 0.31652477057650685, "loss_fcos_ctr": 0.6287023704499006, "loss_fcos_loc": 0.23383180587552488, "loss_mask": 0.28514137770980597, "loss_maskiou": 0.006939143619092647, "loss_sem_seg": 0.39314786391332746, "lr": 0.01, "mask_rcnn/accuracy": 0.8697701189319265, "mask_rcnn/false_negative": 0.11397853913006563, "mask_rcnn/false_positive": 0.1412742623637013, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 39.25, "time": 0.7632333971560001, "total_loss": 1.846984837378841} {"data_time": 0.009133568964898586, "eta_seconds": 182442.23695669603, "iteration": 23379, "loss_fcos_cls": 0.31655946746468544, "loss_fcos_ctr": 0.6270119221881032, "loss_fcos_loc": 0.2285536602139473, "loss_mask": 0.30450757034122944, "loss_maskiou": 0.007184070382209029, "loss_sem_seg": 0.35569137427955866, "lr": 0.01, "mask_rcnn/accuracy": 0.8606934360282574, "mask_rcnn/false_negative": 0.1154218055072809, "mask_rcnn/false_positive": 0.15832608422295377, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.0, "time": 0.7579969260841608, "total_loss": 1.8375123538280604} {"data_time": 0.009482753463089466, "eta_seconds": 182343.29622339457, "iteration": 23399, "loss_fcos_cls": 0.309964616317302, "loss_fcos_ctr": 0.6254840241745114, "loss_fcos_loc": 0.23206477449275553, "loss_mask": 0.28981668408960104, "loss_maskiou": 0.007010060540778795, "loss_sem_seg": 0.35561205679550767, "lr": 0.01, "mask_rcnn/accuracy": 0.852104199774172, "mask_rcnn/false_negative": 0.12035020740399502, "mask_rcnn/false_positive": 0.17287412039253383, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.7331437980756164, "total_loss": 1.8554027282079915} {"data_time": 0.008808056823909283, "eta_seconds": 182083.12862397358, "iteration": 23419, "loss_fcos_cls": 0.31600583711406216, "loss_fcos_ctr": 0.6272485759109259, "loss_fcos_loc": 0.23818852845579386, "loss_mask": 0.3126557245850563, "loss_maskiou": 0.008281011134386063, "loss_sem_seg": 0.3537325141951442, "lr": 0.01, "mask_rcnn/accuracy": 0.8463185598914891, "mask_rcnn/false_negative": 0.10580108776902687, "mask_rcnn/false_positive": 0.1817974613902114, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.75, "time": 0.7138034552335739, "total_loss": 1.8633790161984507} {"data_time": 0.009798013605177402, "eta_seconds": 182275.79199767858, "iteration": 23439, "loss_fcos_cls": 0.31255886424332857, "loss_fcos_ctr": 0.6268444489687681, "loss_fcos_loc": 0.2228657528758049, "loss_mask": 0.29603383876383305, "loss_maskiou": 0.0069057114305906, "loss_sem_seg": 0.3688269299454987, "lr": 0.01, "mask_rcnn/accuracy": 0.865505234561357, "mask_rcnn/false_negative": 0.0936871835894563, "mask_rcnn/false_positive": 0.16030270610434344, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.5, "time": 0.7511181849986315, "total_loss": 1.8499390573706478} {"data_time": 0.009507494978606701, "eta_seconds": 182406.49267427344, "iteration": 23459, "loss_fcos_cls": 0.31650235457345843, "loss_fcos_ctr": 0.6279735257849097, "loss_fcos_loc": 0.23076298204250634, "loss_mask": 0.28115734457969666, "loss_maskiou": 0.007046325757983141, "loss_sem_seg": 0.37737000919878483, "lr": 0.01, "mask_rcnn/accuracy": 0.8729910714285715, "mask_rcnn/false_negative": 0.10244123759896531, "mask_rcnn/false_positive": 0.15820767008223385, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.25, "time": 0.7384759709239006, "total_loss": 1.8339519541623304} {"data_time": 0.010037485510110855, "eta_seconds": 182485.77979990188, "iteration": 23479, "loss_fcos_cls": 0.30162317818030715, "loss_fcos_ctr": 0.6276318486779928, "loss_fcos_loc": 0.22356571117416024, "loss_mask": 0.27008465956896544, "loss_maskiou": 0.006470764179539401, "loss_sem_seg": 0.3505325363948941, "lr": 0.01, "mask_rcnn/accuracy": 0.884016106442577, "mask_rcnn/false_negative": 0.08820697464911434, "mask_rcnn/false_positive": 0.14982085778172455, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.5, "time": 0.7369836671277881, "total_loss": 1.807914136297768} {"data_time": 0.009078970178961754, "eta_seconds": 182645.64954880625, "iteration": 23499, "loss_fcos_cls": 0.306278012227267, "loss_fcos_ctr": 0.6287750443443656, "loss_fcos_loc": 0.2372655807994306, "loss_mask": 0.2909649685025215, "loss_maskiou": 0.00723273926996626, "loss_sem_seg": 0.3671708970796317, "lr": 0.01, "mask_rcnn/accuracy": 0.8659311835199196, "mask_rcnn/false_negative": 0.09735696869073868, "mask_rcnn/false_positive": 0.17810784016354808, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.25, "time": 0.7575934575870633, "total_loss": 1.8357719302875921} {"data_time": 0.009115590713918209, "eta_seconds": 182676.76961779967, "iteration": 23519, "loss_fcos_cls": 0.30999311176128685, "loss_fcos_ctr": 0.6258478602394462, "loss_fcos_loc": 0.22702441806904972, "loss_mask": 0.2923665167763829, "loss_maskiou": 0.006488794489996508, "loss_sem_seg": 0.34729055501520634, "lr": 0.01, "mask_rcnn/accuracy": 0.8643628197199626, "mask_rcnn/false_negative": 0.10360141087209129, "mask_rcnn/false_positive": 0.1566706098096095, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.7406134316697717, "total_loss": 1.7679144784488017} {"data_time": 0.010384038090705872, "eta_seconds": 182661.94683067873, "iteration": 23539, "loss_fcos_cls": 0.33527840534225106, "loss_fcos_ctr": 0.6260840659961104, "loss_fcos_loc": 0.23021026467904449, "loss_mask": 0.30119421798735857, "loss_maskiou": 0.007274785893969238, "loss_sem_seg": 0.3889161627739668, "lr": 0.01, "mask_rcnn/accuracy": 0.8631958071690216, "mask_rcnn/false_negative": 0.12509221660547348, "mask_rcnn/false_positive": 0.12306649510806147, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.25, "time": 0.7451559603214264, "total_loss": 1.9007834780350095} {"data_time": 0.010522828437387943, "eta_seconds": 182674.96939179115, "iteration": 23559, "loss_fcos_cls": 0.31973964790813625, "loss_fcos_ctr": 0.625839039683342, "loss_fcos_loc": 0.23196854698471725, "loss_mask": 0.29099300503730774, "loss_maskiou": 0.006841000606073067, "loss_sem_seg": 0.33112529502250254, "lr": 0.01, "mask_rcnn/accuracy": 0.8730510966569864, "mask_rcnn/false_negative": 0.08389001324446035, "mask_rcnn/false_positive": 0.18081105679295856, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.75, "time": 0.7466597873717546, "total_loss": 1.8332693096235744} {"data_time": 0.009646154940128326, "eta_seconds": 182523.36823098827, "iteration": 23579, "loss_fcos_cls": 0.31968073174357414, "loss_fcos_ctr": 0.6276694564148784, "loss_fcos_loc": 0.23266118939500302, "loss_mask": 0.2960749864578247, "loss_maskiou": 0.006939622398931533, "loss_sem_seg": 0.35025885980576277, "lr": 0.01, "mask_rcnn/accuracy": 0.8788935722536992, "mask_rcnn/false_negative": 0.09777287615514588, "mask_rcnn/false_positive": 0.1415932453264894, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.75, "time": 0.7299268608912826, "total_loss": 1.8390748345846077} {"data_time": 0.009416742250323296, "eta_seconds": 182571.55425120145, "iteration": 23599, "loss_fcos_cls": 0.32296538166701794, "loss_fcos_ctr": 0.6234843377023935, "loss_fcos_loc": 0.21666663698852062, "loss_mask": 0.27974629402160645, "loss_maskiou": 0.006944689150259364, "loss_sem_seg": 0.37284537637606263, "lr": 0.01, "mask_rcnn/accuracy": 0.868563021799629, "mask_rcnn/false_negative": 0.10577211111281755, "mask_rcnn/false_positive": 0.14709491433853025, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.7409342508763075, "total_loss": 1.847709293841035} {"data_time": 0.009733197279274464, "eta_seconds": 182493.74033917207, "iteration": 23619, "loss_fcos_cls": 0.3143845312297344, "loss_fcos_ctr": 0.626714039593935, "loss_fcos_loc": 0.24101401097141206, "loss_mask": 0.29870697017759085, "loss_maskiou": 0.006282278278376907, "loss_sem_seg": 0.3652302953414619, "lr": 0.01, "mask_rcnn/accuracy": 0.8646685647943388, "mask_rcnn/false_negative": 0.10999322022172403, "mask_rcnn/false_positive": 0.16369269733780095, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7313039796426892, "total_loss": 1.8429640426838887} {"data_time": 0.009344120509922504, "eta_seconds": 182506.31873288378, "iteration": 23639, "loss_fcos_cls": 0.33094568154774606, "loss_fcos_ctr": 0.6236079903319478, "loss_fcos_loc": 0.23117401800118387, "loss_mask": 0.2855866262689233, "loss_maskiou": 0.006794457047362812, "loss_sem_seg": 0.342916845344007, "lr": 0.01, "mask_rcnn/accuracy": 0.8777016403576356, "mask_rcnn/false_negative": 0.09793412305254466, "mask_rcnn/false_positive": 0.16867721639905287, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7367999777197838, "total_loss": 1.8545555829477962} {"data_time": 0.009912568144500256, "eta_seconds": 182600.84415719472, "iteration": 23659, "loss_fcos_cls": 0.3228449549060315, "loss_fcos_ctr": 0.6262455591931939, "loss_fcos_loc": 0.23100956645794213, "loss_mask": 0.29453822784125805, "loss_maskiou": 0.007576359363156371, "loss_sem_seg": 0.3626833544112742, "lr": 0.01, "mask_rcnn/accuracy": 0.8676554108485499, "mask_rcnn/false_negative": 0.08946515074616543, "mask_rcnn/false_positive": 0.16845732338800845, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.7403393723070621, "total_loss": 1.852428999140102} {"data_time": 0.010150236077606678, "eta_seconds": 182604.89403792098, "iteration": 23679, "loss_fcos_cls": 0.3152914473321289, "loss_fcos_ctr": 0.6241698386147618, "loss_fcos_loc": 0.22732042195275426, "loss_mask": 0.29019664507359266, "loss_maskiou": 0.007038884126814082, "loss_sem_seg": 0.3623013077303767, "lr": 0.01, "mask_rcnn/accuracy": 0.8790342565597667, "mask_rcnn/false_negative": 0.08654837527442197, "mask_rcnn/false_positive": 0.1578186909472754, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7524079997092485, "total_loss": 1.8337154537439346} {"data_time": 0.00979951024055481, "eta_seconds": 182461.870223891, "iteration": 23699, "loss_fcos_cls": 0.3274384052492678, "loss_fcos_ctr": 0.6251135068014264, "loss_fcos_loc": 0.22490030247718096, "loss_mask": 0.2815953316166997, "loss_maskiou": 0.008025424351217225, "loss_sem_seg": 0.32646132446825504, "lr": 0.01, "mask_rcnn/accuracy": 0.8823524899650582, "mask_rcnn/false_negative": 0.09783318436318424, "mask_rcnn/false_positive": 0.16768562586150337, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.7155381413176656, "total_loss": 1.8064653989567887} {"data_time": 0.00949149765074253, "eta_seconds": 182375.16101514082, "iteration": 23719, "loss_fcos_cls": 0.30767396930605173, "loss_fcos_ctr": 0.6244139992631972, "loss_fcos_loc": 0.22451317310333252, "loss_mask": 0.28738885559141636, "loss_maskiou": 0.007227310794405639, "loss_sem_seg": 0.3665724608581513, "lr": 0.01, "mask_rcnn/accuracy": 0.8565672831632654, "mask_rcnn/false_negative": 0.10127919670189939, "mask_rcnn/false_positive": 0.18298201929572838, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.7380702458322048, "total_loss": 1.8177715770725626} {"data_time": 0.009287886321544647, "eta_seconds": 182432.23788456246, "iteration": 23739, "loss_fcos_cls": 0.31963893631473184, "loss_fcos_ctr": 0.6269209645688534, "loss_fcos_loc": 0.23356169345788658, "loss_mask": 0.29081042017787695, "loss_maskiou": 0.006984948413446546, "loss_sem_seg": 0.38153688749298453, "lr": 0.01, "mask_rcnn/accuracy": 0.8748626249742322, "mask_rcnn/false_negative": 0.11865055082186679, "mask_rcnn/false_positive": 0.1382820682855469, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.759658963419497, "total_loss": 1.8326378412602935} {"data_time": 0.009418810717761517, "eta_seconds": 182498.8961723484, "iteration": 23759, "loss_fcos_cls": 0.31082831253297627, "loss_fcos_ctr": 0.62575130071491, "loss_fcos_loc": 0.23282118700444698, "loss_mask": 0.2907992945984006, "loss_maskiou": 0.006467909166531172, "loss_sem_seg": 0.3286163304001093, "lr": 0.01, "mask_rcnn/accuracy": 0.8761001275510204, "mask_rcnn/false_negative": 0.0818584551460727, "mask_rcnn/false_positive": 0.13954973067261836, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7372263204306364, "total_loss": 1.8121542917360784} {"data_time": 0.010091662406921387, "eta_seconds": 182530.76114058867, "iteration": 23779, "loss_fcos_cls": 0.3180169044062495, "loss_fcos_ctr": 0.6246926235035062, "loss_fcos_loc": 0.23157076560892165, "loss_mask": 0.3174342690035701, "loss_maskiou": 0.008271782324300148, "loss_sem_seg": 0.4050946617498994, "lr": 0.01, "mask_rcnn/accuracy": 0.8608989050165521, "mask_rcnn/false_negative": 0.10751354550797432, "mask_rcnn/false_positive": 0.1883991189580484, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.75, "time": 0.7626542747020721, "total_loss": 1.8969233746174723} {"data_time": 0.010096210055053234, "eta_seconds": 182469.25059810653, "iteration": 23799, "loss_fcos_cls": 0.31268573354464024, "loss_fcos_ctr": 0.6238171327859163, "loss_fcos_loc": 0.23105729412054643, "loss_mask": 0.29714981373399496, "loss_maskiou": 0.007360188668826595, "loss_sem_seg": 0.375757347792387, "lr": 0.01, "mask_rcnn/accuracy": 0.8750420434143196, "mask_rcnn/false_negative": 0.08987403012228541, "mask_rcnn/false_positive": 0.19001855550073865, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7337369937449694, "total_loss": 1.834867366895196} {"data_time": 0.010228501632809639, "eta_seconds": 182501.10798165575, "iteration": 23819, "loss_fcos_cls": 0.3219807462301105, "loss_fcos_ctr": 0.6259296964854002, "loss_fcos_loc": 0.22901911723602097, "loss_mask": 0.29413575027137995, "loss_maskiou": 0.007205930422060192, "loss_sem_seg": 0.3190678865648806, "lr": 0.01, "mask_rcnn/accuracy": 0.8780206850181933, "mask_rcnn/false_negative": 0.0920640420433819, "mask_rcnn/false_positive": 0.16105128163162405, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7511003008112311, "total_loss": 1.8138453555147862} {"data_time": 0.00958525761961937, "eta_seconds": 182467.41873492114, "iteration": 23839, "loss_fcos_cls": 0.29922571894712746, "loss_fcos_ctr": 0.6268715374171734, "loss_fcos_loc": 0.23320308572147042, "loss_mask": 0.28830926958471537, "loss_maskiou": 0.00652745776460506, "loss_sem_seg": 0.3723574311006814, "lr": 0.01, "mask_rcnn/accuracy": 0.8794387073011023, "mask_rcnn/false_negative": 0.08612019640908483, "mask_rcnn/false_positive": 0.14428149795118192, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.0, "time": 0.7453648736700416, "total_loss": 1.8528662877215538} {"data_time": 0.0100629273802042, "eta_seconds": 182457.04431794677, "iteration": 23859, "loss_fcos_cls": 0.33648028410971165, "loss_fcos_ctr": 0.6263736868277192, "loss_fcos_loc": 0.2282417033566162, "loss_mask": 0.29727182164788246, "loss_maskiou": 0.0070931351074250415, "loss_sem_seg": 0.36923685017973185, "lr": 0.01, "mask_rcnn/accuracy": 0.880561224489796, "mask_rcnn/false_negative": 0.11063413273521043, "mask_rcnn/false_positive": 0.1449108197828166, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.25, "time": 0.7439741622656584, "total_loss": 1.878308136947453} {"data_time": 0.010125860571861267, "eta_seconds": 182442.21890939493, "iteration": 23879, "loss_fcos_cls": 0.31158481212332845, "loss_fcos_ctr": 0.6248737536370754, "loss_fcos_loc": 0.23808652581647038, "loss_mask": 0.2967901509255171, "loss_maskiou": 0.0070919725694693625, "loss_sem_seg": 0.37171482387930155, "lr": 0.01, "mask_rcnn/accuracy": 0.8774527362314789, "mask_rcnn/false_negative": 0.09573105727101273, "mask_rcnn/false_positive": 0.1550820267466484, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.0, "time": 0.7386338673532009, "total_loss": 1.8065325513016433} {"data_time": 0.009904646314680576, "eta_seconds": 182422.94359416328, "iteration": 23899, "loss_fcos_cls": 0.3214753079228103, "loss_fcos_ctr": 0.6220281925052404, "loss_fcos_loc": 0.2296322879847139, "loss_mask": 0.29128624871373177, "loss_maskiou": 0.006968628120375797, "loss_sem_seg": 0.33289423026144505, "lr": 0.01, "mask_rcnn/accuracy": 0.87018927941547, "mask_rcnn/false_negative": 0.09174682077920673, "mask_rcnn/false_positive": 0.1795272431942281, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.5, "time": 0.7277729231864214, "total_loss": 1.7908977661791141} {"data_time": 0.009885374456644058, "eta_seconds": 182380.3138753809, "iteration": 23919, "loss_fcos_cls": 0.31611212878488004, "loss_fcos_ctr": 0.6218879641965032, "loss_fcos_loc": 0.22363365138880908, "loss_mask": 0.2881608195602894, "loss_maskiou": 0.0067568123049568385, "loss_sem_seg": 0.3503291765227914, "lr": 0.01, "mask_rcnn/accuracy": 0.8435530462184874, "mask_rcnn/false_negative": 0.10549230217072679, "mask_rcnn/false_positive": 0.1858866282917086, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 41.0, "time": 0.7329826476052403, "total_loss": 1.7962237510073464} {"data_time": 0.009650140069425106, "eta_seconds": 182230.62411315925, "iteration": 23939, "loss_fcos_cls": 0.3162673441693187, "loss_fcos_ctr": 0.6254785917699337, "loss_fcos_loc": 0.22696321224793792, "loss_mask": 0.29860481433570385, "loss_maskiou": 0.007231634626805317, "loss_sem_seg": 0.33676182851195335, "lr": 0.01, "mask_rcnn/accuracy": 0.867458758837392, "mask_rcnn/false_negative": 0.09872581371205533, "mask_rcnn/false_positive": 0.17302735399172503, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 40.25, "time": 0.7294341288506985, "total_loss": 1.831869852147065} {"data_time": 0.009926093742251396, "eta_seconds": 182178.6381028695, "iteration": 23959, "loss_fcos_cls": 0.30034667276777327, "loss_fcos_ctr": 0.6266765501350164, "loss_fcos_loc": 0.23262463486753404, "loss_mask": 0.2918453486636281, "loss_maskiou": 0.0076442862482508644, "loss_sem_seg": 0.35719883255660534, "lr": 0.01, "mask_rcnn/accuracy": 0.8716813296885486, "mask_rcnn/false_negative": 0.11934180240308971, "mask_rcnn/false_positive": 0.15128299722339614, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7324802158400416, "total_loss": 1.8149354928464163} {"data_time": 0.01074682641774416, "eta_seconds": 182139.05196084827, "iteration": 23979, "loss_fcos_cls": 0.32384325831662863, "loss_fcos_ctr": 0.6249656490981579, "loss_fcos_loc": 0.23372418177314103, "loss_mask": 0.3090401468798518, "loss_maskiou": 0.007260560603754129, "loss_sem_seg": 0.3473408594727516, "lr": 0.01, "mask_rcnn/accuracy": 0.8528527415051501, "mask_rcnn/false_negative": 0.11048784769451361, "mask_rcnn/false_positive": 0.1792241295840606, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.75, "time": 0.7494427282363176, "total_loss": 1.830495286922087} {"data_time": 0.009939768351614475, "eta_seconds": 182124.2451718375, "iteration": 23999, "loss_fcos_cls": 0.3346488212700933, "loss_fcos_ctr": 0.6281910128891468, "loss_fcos_loc": 0.2272956286324188, "loss_mask": 0.2930993800982833, "loss_maskiou": 0.007533376396168023, "loss_sem_seg": 0.35212010075338185, "lr": 0.01, "mask_rcnn/accuracy": 0.8770544676203815, "mask_rcnn/false_negative": 0.09534950559685913, "mask_rcnn/false_positive": 0.1487859646187965, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7434811443090439, "total_loss": 1.8192143331834814} {"data_time": 0.00983462668955326, "eta_seconds": 182167.8101472305, "iteration": 24019, "loss_fcos_cls": 0.31323394551873207, "loss_fcos_ctr": 0.6240132777020335, "loss_fcos_loc": 0.22433134890161455, "loss_mask": 0.301307437941432, "loss_maskiou": 0.007586031031678431, "loss_sem_seg": 0.37034403067082167, "lr": 0.01, "mask_rcnn/accuracy": 0.848201478774632, "mask_rcnn/false_negative": 0.11072076015030485, "mask_rcnn/false_positive": 0.17897221113962164, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7414231607690454, "total_loss": 1.8960933984490111} {"data_time": 0.009323936887085438, "eta_seconds": 182119.4028898431, "iteration": 24039, "loss_fcos_cls": 0.3231266930233687, "loss_fcos_ctr": 0.6270850896835327, "loss_fcos_loc": 0.23312196251936257, "loss_mask": 0.2984912507236004, "loss_maskiou": 0.007364158940617926, "loss_sem_seg": 0.40898522455245256, "lr": 0.01, "mask_rcnn/accuracy": 0.878517140007187, "mask_rcnn/false_negative": 0.09492130858066543, "mask_rcnn/false_positive": 0.1450924483307717, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7381357625126839, "total_loss": 1.9078541166236391} {"data_time": 0.010204512625932693, "eta_seconds": 182138.18707713205, "iteration": 24059, "loss_fcos_cls": 0.31187978852540255, "loss_fcos_ctr": 0.6262406571768224, "loss_fcos_loc": 0.23093400080688298, "loss_mask": 0.29722281638532877, "loss_maskiou": 0.007333650937653147, "loss_sem_seg": 0.3429998932406306, "lr": 0.01, "mask_rcnn/accuracy": 0.8662828455558047, "mask_rcnn/false_negative": 0.10430330959617941, "mask_rcnn/false_positive": 0.15364329728270326, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.0, "time": 0.747960819862783, "total_loss": 1.8364376745157642} {"data_time": 0.009837041608989239, "eta_seconds": 182215.8968226984, "iteration": 24079, "loss_fcos_cls": 0.31311628548428416, "loss_fcos_ctr": 0.6258757701143622, "loss_fcos_loc": 0.22677357424981892, "loss_mask": 0.2938263872638345, "loss_maskiou": 0.007016529110842384, "loss_sem_seg": 0.33320905454456806, "lr": 0.01, "mask_rcnn/accuracy": 0.8792291107153628, "mask_rcnn/false_negative": 0.10397961558298044, "mask_rcnn/false_positive": 0.11855425394687069, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7689432902261615, "total_loss": 1.802419667801587} {"data_time": 0.009206950664520264, "eta_seconds": 182289.08957877103, "iteration": 24099, "loss_fcos_cls": 0.3195288385031745, "loss_fcos_ctr": 0.6301670400425792, "loss_fcos_loc": 0.24077251320704818, "loss_mask": 0.29875750932842493, "loss_maskiou": 0.007151339330448536, "loss_sem_seg": 0.3577349232509732, "lr": 0.01, "mask_rcnn/accuracy": 0.8837632693750961, "mask_rcnn/false_negative": 0.08588586474403603, "mask_rcnn/false_positive": 0.14182221571481152, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7455908628180623, "total_loss": 1.825748147268314} {"data_time": 0.010200878605246544, "eta_seconds": 182311.02934805956, "iteration": 24119, "loss_fcos_cls": 0.32889167102985084, "loss_fcos_ctr": 0.6234620944596827, "loss_fcos_loc": 0.22468749433755875, "loss_mask": 0.3015780751593411, "loss_maskiou": 0.008054715799516998, "loss_sem_seg": 0.38196744956076145, "lr": 0.01, "mask_rcnn/accuracy": 0.8713853859153724, "mask_rcnn/false_negative": 0.10266725595896936, "mask_rcnn/false_positive": 0.14596193987521328, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.25, "time": 0.7547085657715797, "total_loss": 1.8520077313442016} {"data_time": 0.010586106218397617, "eta_seconds": 182296.20013967436, "iteration": 24139, "loss_fcos_cls": 0.31334758014418185, "loss_fcos_ctr": 0.6291111204773188, "loss_fcos_loc": 0.23961243068333715, "loss_mask": 0.2938851611688733, "loss_maskiou": 0.0072880100924521685, "loss_sem_seg": 0.38567322958260775, "lr": 0.01, "mask_rcnn/accuracy": 0.8721743905895691, "mask_rcnn/false_negative": 0.11184003421494328, "mask_rcnn/false_positive": 0.14883873052375488, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7404738618060946, "total_loss": 1.8797929369902704} {"data_time": 0.010333670303225517, "eta_seconds": 182281.37093128916, "iteration": 24159, "loss_fcos_cls": 0.30310273030772805, "loss_fcos_ctr": 0.6277731563895941, "loss_fcos_loc": 0.23838607920333743, "loss_mask": 0.29451150726526976, "loss_maskiou": 0.00731010633171536, "loss_sem_seg": 0.3445138419046998, "lr": 0.01, "mask_rcnn/accuracy": 0.8709653428528931, "mask_rcnn/false_negative": 0.1065308669299593, "mask_rcnn/false_positive": 0.14956763190629466, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 41.5, "time": 0.733296531252563, "total_loss": 1.8289640503498958} {"data_time": 0.009977641515433788, "eta_seconds": 182249.7108404208, "iteration": 24179, "loss_fcos_cls": 0.32207209372427315, "loss_fcos_ctr": 0.6262200297787786, "loss_fcos_loc": 0.23338343657087535, "loss_mask": 0.2872027768753469, "loss_maskiou": 0.006844117247965187, "loss_sem_seg": 0.34837742429226637, "lr": 0.01, "mask_rcnn/accuracy": 0.8903638955582233, "mask_rcnn/false_negative": 0.09432481625454285, "mask_rcnn/false_positive": 0.13206371475328677, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7337236134335399, "total_loss": 1.8240772054195986} {"data_time": 0.00976118165999651, "eta_seconds": 182126.98246557266, "iteration": 24199, "loss_fcos_cls": 0.3222239853348583, "loss_fcos_ctr": 0.6273008761927485, "loss_fcos_loc": 0.23107242374680936, "loss_mask": 0.2960828486829996, "loss_maskiou": 0.006617779661610257, "loss_sem_seg": 0.34826110769063234, "lr": 0.01, "mask_rcnn/accuracy": 0.8623539679523821, "mask_rcnn/false_negative": 0.10146485183150354, "mask_rcnn/false_positive": 0.14641077137843556, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7325961524620652, "total_loss": 1.8339690740103833} {"data_time": 0.009791994467377663, "eta_seconds": 182063.6564539075, "iteration": 24219, "loss_fcos_cls": 0.3224046961404383, "loss_fcos_ctr": 0.6278679287061095, "loss_fcos_loc": 0.22950023878365755, "loss_mask": 0.2881014598533511, "loss_maskiou": 0.006943589614820667, "loss_sem_seg": 0.36778696486726403, "lr": 0.01, "mask_rcnn/accuracy": 0.8588453563243479, "mask_rcnn/false_negative": 0.08895763449820591, "mask_rcnn/false_positive": 0.16421416587887067, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 46.0, "time": 0.742584241554141, "total_loss": 1.8605135934922146} {"data_time": 0.009747978299856186, "eta_seconds": 182064.89655214734, "iteration": 24239, "loss_fcos_cls": 0.3202314884401858, "loss_fcos_ctr": 0.6264478471130133, "loss_fcos_loc": 0.2344594489550218, "loss_mask": 0.2897198209539056, "loss_maskiou": 0.007375947141554207, "loss_sem_seg": 0.3962938250042498, "lr": 0.01, "mask_rcnn/accuracy": 0.8761782292079242, "mask_rcnn/false_negative": 0.09656709726289699, "mask_rcnn/false_positive": 0.1451670949664094, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7402738844975829, "total_loss": 1.8457549146114616} {"data_time": 0.009365723468363285, "eta_seconds": 182128.03377708886, "iteration": 24259, "loss_fcos_cls": 0.31951132183894515, "loss_fcos_ctr": 0.6261615622788668, "loss_fcos_loc": 0.22959266393445432, "loss_mask": 0.2960013672709465, "loss_maskiou": 0.007368742270045914, "loss_sem_seg": 0.31066865380853415, "lr": 0.01, "mask_rcnn/accuracy": 0.8713907459535538, "mask_rcnn/false_negative": 0.11810970917185015, "mask_rcnn/false_positive": 0.1547777220732621, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.5, "time": 0.754751848988235, "total_loss": 1.8234987138348515} {"data_time": 0.009871916845440865, "eta_seconds": 182155.65361826587, "iteration": 24279, "loss_fcos_cls": 0.3171197345945984, "loss_fcos_ctr": 0.6261609960347414, "loss_fcos_loc": 0.22004288027528673, "loss_mask": 0.29365603905171156, "loss_maskiou": 0.007538408157415688, "loss_sem_seg": 0.3425652771256864, "lr": 0.01, "mask_rcnn/accuracy": 0.8628123202017125, "mask_rcnn/false_negative": 0.1031622766050927, "mask_rcnn/false_positive": 0.17691245769867725, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.25, "time": 0.748865470290184, "total_loss": 1.819564832127071} {"data_time": 0.010039346292614937, "eta_seconds": 182124.7312594829, "iteration": 24299, "loss_fcos_cls": 0.34097082959488034, "loss_fcos_ctr": 0.6268637115135789, "loss_fcos_loc": 0.22975159354973584, "loss_mask": 0.2938245628029108, "loss_maskiou": 0.007771800301270559, "loss_sem_seg": 0.37180790049023926, "lr": 0.01, "mask_rcnn/accuracy": 0.8880500011452392, "mask_rcnn/false_negative": 0.10153173932192802, "mask_rcnn/false_positive": 0.14000726963244778, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7392920106649399, "total_loss": 1.8717763288877904} {"data_time": 0.009785829111933708, "eta_seconds": 182162.73726420756, "iteration": 24319, "loss_fcos_cls": 0.318107093218714, "loss_fcos_ctr": 0.6261468175798655, "loss_fcos_loc": 0.2334434469230473, "loss_mask": 0.28813382890075445, "loss_maskiou": 0.007300509940250777, "loss_sem_seg": 0.3349327070172876, "lr": 0.01, "mask_rcnn/accuracy": 0.8789292464181531, "mask_rcnn/false_negative": 0.10602540522723077, "mask_rcnn/false_positive": 0.13893570844853684, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.0, "time": 0.7510241130366921, "total_loss": 1.815403254924604} {"data_time": 0.010081557556986809, "eta_seconds": 182184.18219487276, "iteration": 24339, "loss_fcos_cls": 0.3108914918266237, "loss_fcos_ctr": 0.6273278966546059, "loss_fcos_loc": 0.22829565464053303, "loss_mask": 0.2929508714005351, "loss_maskiou": 0.007224390399642289, "loss_sem_seg": 0.3228906523436308, "lr": 0.01, "mask_rcnn/accuracy": 0.862457613573685, "mask_rcnn/false_negative": 0.09793436363417687, "mask_rcnn/false_positive": 0.14156198335936804, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.75, "time": 0.7408898957073689, "total_loss": 1.783519619362778} {"data_time": 0.010418200865387917, "eta_seconds": 182053.91996060032, "iteration": 24359, "loss_fcos_cls": 0.32590866554528475, "loss_fcos_ctr": 0.6274334648624063, "loss_fcos_loc": 0.2344450238160789, "loss_mask": 0.29555732663720846, "loss_maskiou": 0.007452987614669837, "loss_sem_seg": 0.339521499350667, "lr": 0.01, "mask_rcnn/accuracy": 0.8777402916433529, "mask_rcnn/false_negative": 0.09053934300497032, "mask_rcnn/false_positive": 0.17163116159850306, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7305249264463782, "total_loss": 1.8242432153929258} {"data_time": 0.009214877150952816, "eta_seconds": 181945.13555508852, "iteration": 24379, "loss_fcos_cls": 0.32075955951586366, "loss_fcos_ctr": 0.6282886443659663, "loss_fcos_loc": 0.24608278647065163, "loss_mask": 0.3107748543843627, "loss_maskiou": 0.0076128615328343585, "loss_sem_seg": 0.3681916897185147, "lr": 0.01, "mask_rcnn/accuracy": 0.8803160503892279, "mask_rcnn/false_negative": 0.08349836268864183, "mask_rcnn/false_positive": 0.1567149811280052, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.7321697566658258, "total_loss": 1.8775604131951695} {"data_time": 0.010355107486248016, "eta_seconds": 181930.32044273615, "iteration": 24399, "loss_fcos_cls": 0.33016289584338665, "loss_fcos_ctr": 0.6288867443799973, "loss_fcos_loc": 0.23425688548013568, "loss_mask": 0.31074525974690914, "loss_maskiou": 0.007429800956742838, "loss_sem_seg": 0.3859475124627352, "lr": 0.01, "mask_rcnn/accuracy": 0.8592785328417081, "mask_rcnn/false_negative": 0.11964172416763161, "mask_rcnn/false_positive": 0.16436281491537855, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.75, "time": 0.7401638058945537, "total_loss": 1.874453718366567} {"data_time": 0.010142243467271328, "eta_seconds": 182071.77677212842, "iteration": 24419, "loss_fcos_cls": 0.33624483877792954, "loss_fcos_ctr": 0.6266082804650068, "loss_fcos_loc": 0.23544226761441678, "loss_mask": 0.3033944610506296, "loss_maskiou": 0.007256909695570357, "loss_sem_seg": 0.35246360301971436, "lr": 0.01, "mask_rcnn/accuracy": 0.8738520408163266, "mask_rcnn/false_negative": 0.1065621073004236, "mask_rcnn/false_positive": 0.15513489086464663, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.747759809717536, "total_loss": 1.8470097181707388} {"data_time": 0.010009551420807838, "eta_seconds": 181949.15375132114, "iteration": 24439, "loss_fcos_cls": 0.3194569842889905, "loss_fcos_ctr": 0.6256510294042528, "loss_fcos_loc": 0.2269755038432777, "loss_mask": 0.2994524445384741, "loss_maskiou": 0.007557615434052423, "loss_sem_seg": 0.3686594646424055, "lr": 0.01, "mask_rcnn/accuracy": 0.8782378335949765, "mask_rcnn/false_negative": 0.0920539801354569, "mask_rcnn/false_positive": 0.15159145141399347, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7358319805935025, "total_loss": 1.873280259576859} {"data_time": 0.010496115311980247, "eta_seconds": 181934.33469180018, "iteration": 24459, "loss_fcos_cls": 0.31686109979636967, "loss_fcos_ctr": 0.6286637606099248, "loss_fcos_loc": 0.236834877403453, "loss_mask": 0.3080714698880911, "loss_maskiou": 0.007855268064304255, "loss_sem_seg": 0.359245877712965, "lr": 0.01, "mask_rcnn/accuracy": 0.8599274262863852, "mask_rcnn/false_negative": 0.0867822401332422, "mask_rcnn/false_positive": 0.19817444164754855, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.75, "time": 0.7397845378145576, "total_loss": 1.8511717771034455} {"data_time": 0.008961413986980915, "eta_seconds": 181887.0995250661, "iteration": 24479, "loss_fcos_cls": 0.3181863393401727, "loss_fcos_ctr": 0.6276334468275309, "loss_fcos_loc": 0.23211205867119133, "loss_mask": 0.29848587885499, "loss_maskiou": 0.006720082994434051, "loss_sem_seg": 0.3654107144102454, "lr": 0.01, "mask_rcnn/accuracy": 0.867395730584816, "mask_rcnn/false_negative": 0.07371720935971979, "mask_rcnn/false_positive": 0.17654434067494823, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.5, "time": 0.7336673643440008, "total_loss": 1.819131474934693} {"data_time": 0.009692937135696411, "eta_seconds": 181779.974713183, "iteration": 24499, "loss_fcos_cls": 0.3108184915035963, "loss_fcos_ctr": 0.6257173828780651, "loss_fcos_loc": 0.2246161107905209, "loss_mask": 0.2886282857507467, "loss_maskiou": 0.007234144999529235, "loss_sem_seg": 0.38534074230119586, "lr": 0.01, "mask_rcnn/accuracy": 0.8633600385525353, "mask_rcnn/false_negative": 0.09914305731395881, "mask_rcnn/false_positive": 0.13981036934026508, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.25, "time": 0.7334003383293748, "total_loss": 1.8432405083731283} {"data_time": 0.0108024962246418, "eta_seconds": 181719.7036443036, "iteration": 24519, "loss_fcos_cls": 0.31722011882811785, "loss_fcos_ctr": 0.6253911862149835, "loss_fcos_loc": 0.22281102580018342, "loss_mask": 0.2856238344684243, "loss_maskiou": 0.007555524607596453, "loss_sem_seg": 0.3698184019885957, "lr": 0.01, "mask_rcnn/accuracy": 0.8692576644388244, "mask_rcnn/false_negative": 0.09012095416925825, "mask_rcnn/false_positive": 0.16979037208711362, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.5, "time": 0.7249931748956442, "total_loss": 1.8213110592332669} {"data_time": 0.010520064271986485, "eta_seconds": 181684.53446106426, "iteration": 24539, "loss_fcos_cls": 0.3245948893018067, "loss_fcos_ctr": 0.6262598168104887, "loss_fcos_loc": 0.2275890400633216, "loss_mask": 0.3042652765288949, "loss_maskiou": 0.007377602654742077, "loss_sem_seg": 0.35124548617750406, "lr": 0.01, "mask_rcnn/accuracy": 0.8500007677710717, "mask_rcnn/false_negative": 0.10238964858641528, "mask_rcnn/false_positive": 0.16420108518126333, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.75, "time": 0.7423425139859319, "total_loss": 1.8538590511816437} {"data_time": 0.009833652526140213, "eta_seconds": 181599.5151779782, "iteration": 24559, "loss_fcos_cls": 0.31901572505012155, "loss_fcos_ctr": 0.6261986303143203, "loss_fcos_loc": 0.22884794475976378, "loss_mask": 0.2809141809120774, "loss_maskiou": 0.006195190544531215, "loss_sem_seg": 0.3625452443957329, "lr": 0.01, "mask_rcnn/accuracy": 0.8742205215419501, "mask_rcnn/false_negative": 0.08988824143366297, "mask_rcnn/false_positive": 0.11734571674506228, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7160830022767186, "total_loss": 1.8111846492538461} {"data_time": 0.009067317470908165, "eta_seconds": 181597.88437216077, "iteration": 24579, "loss_fcos_cls": 0.3100289946887642, "loss_fcos_ctr": 0.6236031223088503, "loss_fcos_loc": 0.227698317845352, "loss_mask": 0.28225882072001696, "loss_maskiou": 0.0066571234638104215, "loss_sem_seg": 0.37799583841115236, "lr": 0.01, "mask_rcnn/accuracy": 0.8702241954474097, "mask_rcnn/false_negative": 0.09400732941783053, "mask_rcnn/false_positive": 0.16684476284460814, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.25, "time": 0.7333517381921411, "total_loss": 1.8350728085497394} {"data_time": 0.009946009144186974, "eta_seconds": 181594.14901194442, "iteration": 24599, "loss_fcos_cls": 0.3253547209315002, "loss_fcos_ctr": 0.6278390595689416, "loss_fcos_loc": 0.23742064810357988, "loss_mask": 0.307733703404665, "loss_maskiou": 0.007726642026682384, "loss_sem_seg": 0.37023921916261315, "lr": 0.01, "mask_rcnn/accuracy": 0.8694616004296456, "mask_rcnn/false_negative": 0.09410923352095102, "mask_rcnn/false_positive": 0.16806636657954852, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 41.75, "time": 0.7432336928322911, "total_loss": 1.8777190182736376} {"data_time": 0.0103186359629035, "eta_seconds": 181625.32031805627, "iteration": 24619, "loss_fcos_cls": 0.3192819282412529, "loss_fcos_ctr": 0.6273085875436664, "loss_fcos_loc": 0.23447853093966842, "loss_mask": 0.29799072816967964, "loss_maskiou": 0.007979521848028526, "loss_sem_seg": 0.36001325119286776, "lr": 0.01, "mask_rcnn/accuracy": 0.8645159514698737, "mask_rcnn/false_negative": 0.09832709293689, "mask_rcnn/false_positive": 0.15614322074041048, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 39.5, "time": 0.7470657611265779, "total_loss": 1.8262969674105989} {"data_time": 0.010756134055554867, "eta_seconds": 181585.1861938862, "iteration": 24639, "loss_fcos_cls": 0.3153450801037252, "loss_fcos_ctr": 0.6249264320358634, "loss_fcos_loc": 0.23214790923520923, "loss_mask": 0.3015837986022234, "loss_maskiou": 0.0072961671685334295, "loss_sem_seg": 0.3496517976745963, "lr": 0.01, "mask_rcnn/accuracy": 0.8747195326994435, "mask_rcnn/false_negative": 0.10025609680558172, "mask_rcnn/false_positive": 0.1584644082880961, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.0, "time": 0.730263807810843, "total_loss": 1.8385419358528452} {"data_time": 0.010407732799649239, "eta_seconds": 181553.05843246542, "iteration": 24659, "loss_fcos_cls": 0.3111262833699584, "loss_fcos_ctr": 0.6224175440147519, "loss_fcos_loc": 0.22016546851955354, "loss_mask": 0.2738251108676195, "loss_maskiou": 0.006340564454148989, "loss_sem_seg": 0.35610150219872594, "lr": 0.01, "mask_rcnn/accuracy": 0.8809499280481423, "mask_rcnn/false_negative": 0.07717733222868492, "mask_rcnn/false_positive": 0.16155246972354242, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.75, "time": 0.7283539138734341, "total_loss": 1.790476830836269} {"data_time": 0.01023060828447342, "eta_seconds": 181419.91576474346, "iteration": 24679, "loss_fcos_cls": 0.31780639523640275, "loss_fcos_ctr": 0.6278363019227982, "loss_fcos_loc": 0.2335265112342313, "loss_mask": 0.2924476033076644, "loss_maskiou": 0.007639247021870688, "loss_sem_seg": 0.3835788443684578, "lr": 0.01, "mask_rcnn/accuracy": 0.8931971654896714, "mask_rcnn/false_negative": 0.08743988054391619, "mask_rcnn/false_positive": 0.12927715558956898, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7233435846865177, "total_loss": 1.8594223714317195} {"data_time": 0.010187331587076187, "eta_seconds": 181509.091049158, "iteration": 24699, "loss_fcos_cls": 0.3386791106313467, "loss_fcos_ctr": 0.6271341321989894, "loss_fcos_loc": 0.23606034880504012, "loss_mask": 0.29909858480095863, "loss_maskiou": 0.0072705483180470765, "loss_sem_seg": 0.3304599509574473, "lr": 0.01, "mask_rcnn/accuracy": 0.889406707524685, "mask_rcnn/false_negative": 0.1053361932392752, "mask_rcnn/false_positive": 0.15311842443823936, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7328219236806035, "total_loss": 1.8365373871056363} {"data_time": 0.010164481587707996, "eta_seconds": 181494.2921619909, "iteration": 24719, "loss_fcos_cls": 0.31323822611011565, "loss_fcos_ctr": 0.6256376141682267, "loss_fcos_loc": 0.22350817752885632, "loss_mask": 0.288900357671082, "loss_maskiou": 0.0070058891287771985, "loss_sem_seg": 0.4000024306587875, "lr": 0.01, "mask_rcnn/accuracy": 0.8593848688638317, "mask_rcnn/false_negative": 0.11644588993463723, "mask_rcnn/false_positive": 0.15872625662182055, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.75, "time": 0.7413853984326124, "total_loss": 1.841424425252626} {"data_time": 0.009795751422643661, "eta_seconds": 181256.15182536282, "iteration": 24739, "loss_fcos_cls": 0.32017286540940404, "loss_fcos_ctr": 0.6271829344332218, "loss_fcos_loc": 0.2369916350580752, "loss_mask": 0.2955208569765091, "loss_maskiou": 0.008307712414534763, "loss_sem_seg": 0.4095361027866602, "lr": 0.01, "mask_rcnn/accuracy": 0.8796467344039889, "mask_rcnn/false_negative": 0.10484804941866838, "mask_rcnn/false_positive": 0.14186652301289437, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.5, "time": 0.7407775055617094, "total_loss": 1.9218590321033844} {"data_time": 0.010395125485956669, "eta_seconds": 181360.75412240066, "iteration": 24759, "loss_fcos_cls": 0.3141356271225959, "loss_fcos_ctr": 0.6245220815762877, "loss_fcos_loc": 0.22175056929700077, "loss_mask": 0.2975656557828188, "loss_maskiou": 0.007005540173850022, "loss_sem_seg": 0.37841617316007614, "lr": 0.01, "mask_rcnn/accuracy": 0.8774172657699444, "mask_rcnn/false_negative": 0.08788411690586725, "mask_rcnn/false_positive": 0.1603244920387425, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7408550148829818, "total_loss": 1.8407336873060558} {"data_time": 0.009429581463336945, "eta_seconds": 181253.749179882, "iteration": 24779, "loss_fcos_cls": 0.31164790666662157, "loss_fcos_ctr": 0.6265856977552176, "loss_fcos_loc": 0.234624651260674, "loss_mask": 0.29406607197597623, "loss_maskiou": 0.006943212443729863, "loss_sem_seg": 0.3829606454819441, "lr": 0.01, "mask_rcnn/accuracy": 0.87968794494542, "mask_rcnn/false_negative": 0.08792842016489763, "mask_rcnn/false_positive": 0.16777400378086949, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.25, "time": 0.7472828524187207, "total_loss": 1.8740653789718635} {"data_time": 0.009551944211125374, "eta_seconds": 181422.17433659174, "iteration": 24799, "loss_fcos_cls": 0.31296018185094, "loss_fcos_ctr": 0.6249919421970844, "loss_fcos_loc": 0.22186126466840506, "loss_mask": 0.2859815638512373, "loss_maskiou": 0.007608807311044075, "loss_sem_seg": 0.3670004974119365, "lr": 0.01, "mask_rcnn/accuracy": 0.8880533426821021, "mask_rcnn/false_negative": 0.09527957354301078, "mask_rcnn/false_positive": 0.14429704856602338, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 36.75, "time": 0.7535127606242895, "total_loss": 1.8104789831122616} {"data_time": 0.008875272236764431, "eta_seconds": 181197.02912690677, "iteration": 24819, "loss_fcos_cls": 0.3237375693861395, "loss_fcos_ctr": 0.6251333970576525, "loss_fcos_loc": 0.2363764331676066, "loss_mask": 0.29198267590254545, "loss_maskiou": 0.007229979859403102, "loss_sem_seg": 0.3339342097751796, "lr": 0.01, "mask_rcnn/accuracy": 0.8678192725177503, "mask_rcnn/false_negative": 0.0956515807099538, "mask_rcnn/false_positive": 0.12940843919471645, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.25, "time": 0.7351984577253461, "total_loss": 1.8452069712766388} {"data_time": 0.009122028946876526, "eta_seconds": 181209.400510923, "iteration": 24839, "loss_fcos_cls": 0.3072028858587146, "loss_fcos_ctr": 0.6232076464220881, "loss_fcos_loc": 0.23015490430407226, "loss_mask": 0.2891082977876067, "loss_maskiou": 0.006937009777175263, "loss_sem_seg": 0.33985118521377444, "lr": 0.01, "mask_rcnn/accuracy": 0.8579628279883382, "mask_rcnn/false_negative": 0.09816953275641915, "mask_rcnn/false_positive": 0.19990947221455718, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7430149633437395, "total_loss": 1.8204965519835241} {"data_time": 0.009315981529653072, "eta_seconds": 181143.53498473577, "iteration": 24859, "loss_fcos_cls": 0.3221824928186834, "loss_fcos_ctr": 0.6265752478502691, "loss_fcos_loc": 0.23842956218868494, "loss_mask": 0.29770572017878294, "loss_maskiou": 0.0075069736849400215, "loss_sem_seg": 0.36369562055915594, "lr": 0.01, "mask_rcnn/accuracy": 0.8802998771278846, "mask_rcnn/false_negative": 0.09013835774750592, "mask_rcnn/false_positive": 0.14150817253990855, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.5, "time": 0.7314684614539146, "total_loss": 1.8509894270609948} {"data_time": 0.00963584054261446, "eta_seconds": 181152.68710306473, "iteration": 24879, "loss_fcos_cls": 0.3280764711089432, "loss_fcos_ctr": 0.6263970788568258, "loss_fcos_loc": 0.2275068610906601, "loss_mask": 0.2840766320005059, "loss_maskiou": 0.006960232349229045, "loss_sem_seg": 0.3476495607756078, "lr": 0.01, "mask_rcnn/accuracy": 0.8727559476171421, "mask_rcnn/false_negative": 0.10069743867601758, "mask_rcnn/false_positive": 0.1517335956104531, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.7387367114424706, "total_loss": 1.8274833565665176} {"data_time": 0.010004355572164059, "eta_seconds": 181113.97754065506, "iteration": 24899, "loss_fcos_cls": 0.33453172259032726, "loss_fcos_ctr": 0.6279594907537103, "loss_fcos_loc": 0.24185381177812815, "loss_mask": 0.30055991001427174, "loss_maskiou": 0.007398779722279869, "loss_sem_seg": 0.3408149676397443, "lr": 0.01, "mask_rcnn/accuracy": 0.8635082604470359, "mask_rcnn/false_negative": 0.09410480914949018, "mask_rcnn/false_positive": 0.17877430294765317, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.0, "time": 0.7304484080523252, "total_loss": 1.849441829835996} {"data_time": 0.009292451664805412, "eta_seconds": 181123.1257538367, "iteration": 24919, "loss_fcos_cls": 0.32009782711975276, "loss_fcos_ctr": 0.6261572861112654, "loss_fcos_loc": 0.22815860039554536, "loss_mask": 0.2807021336629987, "loss_maskiou": 0.007025349099421874, "loss_sem_seg": 0.3763171206228435, "lr": 0.01, "mask_rcnn/accuracy": 0.8790579022306597, "mask_rcnn/false_negative": 0.08827913750245214, "mask_rcnn/false_positive": 0.15274666497212191, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.75, "time": 0.7202675314620137, "total_loss": 1.8254538532382867} {"data_time": 0.010140948928892612, "eta_seconds": 181166.02768563107, "iteration": 24939, "loss_fcos_cls": 0.30276825511828065, "loss_fcos_ctr": 0.6284300382249057, "loss_fcos_loc": 0.23415603442117572, "loss_mask": 0.3039628639817238, "loss_maskiou": 0.007049067382467911, "loss_sem_seg": 0.35933518409729004, "lr": 0.01, "mask_rcnn/accuracy": 0.854070955305199, "mask_rcnn/false_negative": 0.12018150939916573, "mask_rcnn/false_positive": 0.1528491191162421, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.25, "time": 0.7406072784215212, "total_loss": 1.8586942502079182} {"data_time": 0.009422197006642818, "eta_seconds": 181098.0905374689, "iteration": 24959, "loss_fcos_cls": 0.3243426161352545, "loss_fcos_ctr": 0.6251349318772554, "loss_fcos_loc": 0.2253961293026805, "loss_mask": 0.2841021828353405, "loss_maskiou": 0.006871284425869817, "loss_sem_seg": 0.33551323786377907, "lr": 0.01, "mask_rcnn/accuracy": 0.8667623299319728, "mask_rcnn/false_negative": 0.10433044482546414, "mask_rcnn/false_positive": 0.15405611934832397, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 43.25, "time": 0.7336247367784381, "total_loss": 1.8124012472726463} {"data_time": 0.010589574463665485, "eta_seconds": 180948.9110001661, "iteration": 24979, "loss_fcos_cls": 0.3313751162495464, "loss_fcos_ctr": 0.6229026950895786, "loss_fcos_loc": 0.23014757363125682, "loss_mask": 0.29496722016483545, "loss_maskiou": 0.0063973090291256085, "loss_sem_seg": 0.36713986028917134, "lr": 0.01, "mask_rcnn/accuracy": 0.8655145117257429, "mask_rcnn/false_negative": 0.12437011862292123, "mask_rcnn/false_positive": 0.13525627201870621, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.0, "time": 0.7193082384765148, "total_loss": 1.898901074717287} {"data_time": 0.010394144803285599, "eta_seconds": 180934.14092649892, "iteration": 24999, "loss_fcos_cls": 0.3373992145061493, "loss_fcos_ctr": 0.626392882084474, "loss_fcos_loc": 0.23657568858470768, "loss_mask": 0.3148550260812044, "loss_maskiou": 0.007065141515340656, "loss_sem_seg": 0.3463525043334812, "lr": 0.01, "mask_rcnn/accuracy": 0.8719398555123308, "mask_rcnn/false_negative": 0.09907453764071686, "mask_rcnn/false_positive": 0.14343120729664044, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7476310543715954, "total_loss": 1.8402859350608196} {"data_time": 0.009237125515937805, "eta_seconds": 180872.7861203747, "iteration": 25019, "loss_fcos_cls": 0.29809020971879363, "loss_fcos_ctr": 0.6246011517941952, "loss_fcos_loc": 0.23032174364198, "loss_mask": 0.281110430136323, "loss_maskiou": 0.006592524325242266, "loss_sem_seg": 0.38132960302755237, "lr": 0.01, "mask_rcnn/accuracy": 0.8922734440522784, "mask_rcnn/false_negative": 0.08845738918057267, "mask_rcnn/false_positive": 0.15102738811495575, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7362697441130877, "total_loss": 1.846089664642932} {"data_time": 0.010000139474868774, "eta_seconds": 180895.42759001534, "iteration": 25039, "loss_fcos_cls": 0.32196513179223984, "loss_fcos_ctr": 0.6243136217817664, "loss_fcos_loc": 0.22279746737331152, "loss_mask": 0.28825365379452705, "loss_maskiou": 0.006414900853997096, "loss_sem_seg": 0.3752456111833453, "lr": 0.01, "mask_rcnn/accuracy": 0.8855044924946722, "mask_rcnn/false_negative": 0.1049122743930321, "mask_rcnn/false_positive": 0.1403306452876823, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.25, "time": 0.745422774925828, "total_loss": 1.8292114015348488} {"data_time": 0.010091157630085945, "eta_seconds": 180966.90187819954, "iteration": 25059, "loss_fcos_cls": 0.31611244613304734, "loss_fcos_ctr": 0.6254920223727822, "loss_fcos_loc": 0.23139236017595977, "loss_mask": 0.2902234885841608, "loss_maskiou": 0.006909672083565965, "loss_sem_seg": 0.3357498866971582, "lr": 0.01, "mask_rcnn/accuracy": 0.8759332482993197, "mask_rcnn/false_negative": 0.09042709828707296, "mask_rcnn/false_positive": 0.15585432728731957, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.75, "time": 0.7424440635368228, "total_loss": 1.8137658330815611} {"data_time": 0.009315289556980133, "eta_seconds": 180828.4873087639, "iteration": 25079, "loss_fcos_cls": 0.3359991922043264, "loss_fcos_ctr": 0.6275523630902171, "loss_fcos_loc": 0.23983396170660853, "loss_mask": 0.2916691033169627, "loss_maskiou": 0.007225737659609877, "loss_sem_seg": 0.34476507641375065, "lr": 0.01, "mask_rcnn/accuracy": 0.88194120505345, "mask_rcnn/false_negative": 0.07015082830400554, "mask_rcnn/false_positive": 0.20792440442131185, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7368378955870867, "total_loss": 1.8764624308678322} {"data_time": 0.010224990546703339, "eta_seconds": 180621.49891791493, "iteration": 25099, "loss_fcos_cls": 0.30685802130028605, "loss_fcos_ctr": 0.6222198400646448, "loss_fcos_loc": 0.2197762228315696, "loss_mask": 0.28480839636176825, "loss_maskiou": 0.0064366135993623175, "loss_sem_seg": 0.3428751779720187, "lr": 0.01, "mask_rcnn/accuracy": 0.8760575282744676, "mask_rcnn/false_negative": 0.0855230959976467, "mask_rcnn/false_positive": 0.1399886548355459, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7203210508450866, "total_loss": 1.7772710281278705} {"data_time": 0.009897701442241669, "eta_seconds": 180465.16762090847, "iteration": 25119, "loss_fcos_cls": 0.3073824616149068, "loss_fcos_ctr": 0.6241214433684945, "loss_fcos_loc": 0.2265587744768709, "loss_mask": 0.2977105909958482, "loss_maskiou": 0.007002756872680038, "loss_sem_seg": 0.3819390708813444, "lr": 0.01, "mask_rcnn/accuracy": 0.8553809412472027, "mask_rcnn/false_negative": 0.10815217898713467, "mask_rcnn/false_positive": 0.19668908083809777, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 38.75, "time": 0.7226888705044985, "total_loss": 1.8745878067202284} {"data_time": 0.009657232090830803, "eta_seconds": 180422.49885198195, "iteration": 25139, "loss_fcos_cls": 0.3202790040522814, "loss_fcos_ctr": 0.6235267808660865, "loss_fcos_loc": 0.21989276818931103, "loss_mask": 0.28692448884248734, "loss_maskiou": 0.006441567093133926, "loss_sem_seg": 0.4064880385994911, "lr": 0.01, "mask_rcnn/accuracy": 0.8701740086549383, "mask_rcnn/false_negative": 0.10811942325323196, "mask_rcnn/false_positive": 0.14903411410522643, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7309366296976805, "total_loss": 1.8869997817091644} {"data_time": 0.009872565045952797, "eta_seconds": 180547.3121813843, "iteration": 25159, "loss_fcos_cls": 0.3120627226307988, "loss_fcos_ctr": 0.6227442342787981, "loss_fcos_loc": 0.22419895534403622, "loss_mask": 0.28229283075779676, "loss_maskiou": 0.006468030842370354, "loss_sem_seg": 0.35033124033361673, "lr": 0.01, "mask_rcnn/accuracy": 0.8693329913487133, "mask_rcnn/false_negative": 0.11124283074772151, "mask_rcnn/false_positive": 0.13662750953787378, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.75, "time": 0.7466086177155375, "total_loss": 1.795541016079369} {"data_time": 0.010086859576404095, "eta_seconds": 180437.35959590133, "iteration": 25179, "loss_fcos_cls": 0.31344079738482833, "loss_fcos_ctr": 0.625860393512994, "loss_fcos_loc": 0.238418476190418, "loss_mask": 0.2905484028160572, "loss_maskiou": 0.0068343056191224605, "loss_sem_seg": 0.34627638617530465, "lr": 0.01, "mask_rcnn/accuracy": 0.8839202211162698, "mask_rcnn/false_negative": 0.10200621563274771, "mask_rcnn/false_positive": 0.15349175944956323, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.75, "time": 0.7172038238495588, "total_loss": 1.8324981317855418} {"data_time": 0.009667555801570415, "eta_seconds": 180517.8159267241, "iteration": 25199, "loss_fcos_cls": 0.29686292074620724, "loss_fcos_ctr": 0.6258299676701427, "loss_fcos_loc": 0.21996492450125515, "loss_mask": 0.29261954221874475, "loss_maskiou": 0.007217272479465464, "loss_sem_seg": 0.3497196901589632, "lr": 0.01, "mask_rcnn/accuracy": 0.875531462585034, "mask_rcnn/false_negative": 0.10135120554410786, "mask_rcnn/false_positive": 0.17006948675337008, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.5, "time": 0.7281101429834962, "total_loss": 1.818628214110504} {"data_time": 0.011158578097820282, "eta_seconds": 180601.48567068484, "iteration": 25219, "loss_fcos_cls": 0.31092813005670905, "loss_fcos_ctr": 0.6277505401521921, "loss_fcos_loc": 0.233803455485031, "loss_mask": 0.2926255902275443, "loss_maskiou": 0.006988389228354208, "loss_sem_seg": 0.3999605127610266, "lr": 0.01, "mask_rcnn/accuracy": 0.8693790144779125, "mask_rcnn/false_negative": 0.10126102335523568, "mask_rcnn/false_positive": 0.16465015479864115, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.748730830848217, "total_loss": 1.8651895930961473} {"data_time": 0.010658441111445427, "eta_seconds": 180586.72950205486, "iteration": 25239, "loss_fcos_cls": 0.3079381799325347, "loss_fcos_ctr": 0.6254849210381508, "loss_fcos_loc": 0.23097677202895284, "loss_mask": 0.28808621130883694, "loss_maskiou": 0.007145947187382262, "loss_sem_seg": 0.2956225210800767, "lr": 0.01, "mask_rcnn/accuracy": 0.8706854193142459, "mask_rcnn/false_negative": 0.11915259058257555, "mask_rcnn/false_positive": 0.1482182123916699, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.25, "time": 0.748005285859108, "total_loss": 1.7494657075294526} {"data_time": 0.009325391612946987, "eta_seconds": 180495.82029505447, "iteration": 25259, "loss_fcos_cls": 0.3119190908037126, "loss_fcos_ctr": 0.6218505976721644, "loss_fcos_loc": 0.21881088730879128, "loss_mask": 0.28887745924293995, "loss_maskiou": 0.006824318857979961, "loss_sem_seg": 0.3446635785512626, "lr": 0.01, "mask_rcnn/accuracy": 0.8815899221861783, "mask_rcnn/false_negative": 0.10063415471637377, "mask_rcnn/false_positive": 0.14964879849858753, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.0, "time": 0.739614924415946, "total_loss": 1.8049753973755287} {"data_time": 0.010887018404901028, "eta_seconds": 180321.78180468362, "iteration": 25279, "loss_fcos_cls": 0.30145376129075885, "loss_fcos_ctr": 0.6238788478076458, "loss_fcos_loc": 0.2138904819439631, "loss_mask": 0.29383331164717674, "loss_maskiou": 0.007174835023761261, "loss_sem_seg": 0.3388126837089658, "lr": 0.01, "mask_rcnn/accuracy": 0.8688672710868385, "mask_rcnn/false_negative": 0.10859025319424505, "mask_rcnn/false_positive": 0.14985910117367737, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.73230548389256, "total_loss": 1.8030674566980451} {"data_time": 0.010047344490885735, "eta_seconds": 180117.28398837615, "iteration": 25299, "loss_fcos_cls": 0.2992595066316426, "loss_fcos_ctr": 0.6239018607884645, "loss_fcos_loc": 0.2224931491073221, "loss_mask": 0.2861401722766459, "loss_maskiou": 0.006023607304086909, "loss_sem_seg": 0.3733747359365225, "lr": 0.01, "mask_rcnn/accuracy": 0.8764003219255034, "mask_rcnn/false_negative": 0.08256200381293971, "mask_rcnn/false_positive": 0.15355868663802938, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.5, "time": 0.7344936756417155, "total_loss": 1.7660891736959456} {"data_time": 0.0103119732812047, "eta_seconds": 180068.85182340723, "iteration": 25319, "loss_fcos_cls": 0.3208824945613742, "loss_fcos_ctr": 0.6255266875959933, "loss_fcos_loc": 0.22394897369667888, "loss_mask": 0.2905782023444772, "loss_maskiou": 0.0067780567915178835, "loss_sem_seg": 0.3858446665108204, "lr": 0.01, "mask_rcnn/accuracy": 0.882567479380187, "mask_rcnn/false_negative": 0.08471359906645363, "mask_rcnn/false_positive": 0.16007960178505187, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7517682714387774, "total_loss": 1.8578505785262678} {"data_time": 0.010340750217437744, "eta_seconds": 180024.4557550978, "iteration": 25339, "loss_fcos_cls": 0.31658261315897107, "loss_fcos_ctr": 0.627403668127954, "loss_fcos_loc": 0.2206741125555709, "loss_mask": 0.2987545384094119, "loss_maskiou": 0.007081858333549462, "loss_sem_seg": 0.38675448251888156, "lr": 0.01, "mask_rcnn/accuracy": 0.8838788912304052, "mask_rcnn/false_negative": 0.0798438377449589, "mask_rcnn/false_positive": 0.17224180362306524, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.0, "time": 0.7153104236349463, "total_loss": 1.8528141838905867} {"data_time": 0.0094405896961689, "eta_seconds": 180009.73951869272, "iteration": 25359, "loss_fcos_cls": 0.3136149854399264, "loss_fcos_ctr": 0.6235532434657216, "loss_fcos_loc": 0.22159952018409967, "loss_mask": 0.2836787011474371, "loss_maskiou": 0.007188025614595972, "loss_sem_seg": 0.3417321629822254, "lr": 0.01, "mask_rcnn/accuracy": 0.8751913009385135, "mask_rcnn/false_negative": 0.10626762795405595, "mask_rcnn/false_positive": 0.1484370272650375, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 38.0, "time": 0.72336879465729, "total_loss": 1.8038006905699149} {"data_time": 0.009898845106363297, "eta_seconds": 180006.7802158855, "iteration": 25379, "loss_fcos_cls": 0.29101824341341853, "loss_fcos_ctr": 0.62581991776824, "loss_fcos_loc": 0.22461774188559502, "loss_mask": 0.2894949447363615, "loss_maskiou": 0.006234681510250084, "loss_sem_seg": 0.3627150123938918, "lr": 0.01, "mask_rcnn/accuracy": 0.8815428949357521, "mask_rcnn/false_negative": 0.08558208982248543, "mask_rcnn/false_positive": 0.14071127723848575, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.744193441234529, "total_loss": 1.802130136420601} {"data_time": 0.0101722227409482, "eta_seconds": 179992.06301824376, "iteration": 25399, "loss_fcos_cls": 0.306250954978168, "loss_fcos_ctr": 0.625149023719132, "loss_fcos_loc": 0.21910235425457358, "loss_mask": 0.28797444235533476, "loss_maskiou": 0.00734694444690831, "loss_sem_seg": 0.2932128496468067, "lr": 0.01, "mask_rcnn/accuracy": 0.8524591376499053, "mask_rcnn/false_negative": 0.09354663573113807, "mask_rcnn/false_positive": 0.16083444724859214, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.7305371100082994, "total_loss": 1.7748721547832247} {"data_time": 0.010076389648020267, "eta_seconds": 179973.08558006678, "iteration": 25419, "loss_fcos_cls": 0.31604221230372787, "loss_fcos_ctr": 0.6237301845103502, "loss_fcos_loc": 0.23185021174140275, "loss_mask": 0.3029321637004614, "loss_maskiou": 0.007113478262908757, "loss_sem_seg": 0.3406716026365757, "lr": 0.01, "mask_rcnn/accuracy": 0.8686090792700059, "mask_rcnn/false_negative": 0.09300575251904711, "mask_rcnn/false_positive": 0.1852514150629916, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7404467212036252, "total_loss": 1.8316218703694176} {"data_time": 0.010604724287986755, "eta_seconds": 179958.36873079557, "iteration": 25439, "loss_fcos_cls": 0.33663138234987855, "loss_fcos_ctr": 0.6248977067880332, "loss_fcos_loc": 0.24026054795831442, "loss_mask": 0.30620899610221386, "loss_maskiou": 0.007681007729843259, "loss_sem_seg": 0.36666301265358925, "lr": 0.01, "mask_rcnn/accuracy": 0.8588336796412113, "mask_rcnn/false_negative": 0.12852251483163624, "mask_rcnn/false_positive": 0.14553407360249582, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7361032795161009, "total_loss": 1.872198119162931} {"data_time": 0.010316208004951477, "eta_seconds": 179933.85786872823, "iteration": 25459, "loss_fcos_cls": 0.31742833741009235, "loss_fcos_ctr": 0.622265262529254, "loss_fcos_loc": 0.2157114373985678, "loss_mask": 0.2968649840913713, "loss_maskiou": 0.007048934858175926, "loss_sem_seg": 0.36180637683719397, "lr": 0.01, "mask_rcnn/accuracy": 0.8702021033628218, "mask_rcnn/false_negative": 0.08420733571492194, "mask_rcnn/false_positive": 0.18122298165604533, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7356073474511504, "total_loss": 1.8530907691456378} {"data_time": 0.010680255480110645, "eta_seconds": 179926.54388901684, "iteration": 25479, "loss_fcos_cls": 0.3184794532135129, "loss_fcos_ctr": 0.6273282426409423, "loss_fcos_loc": 0.23209486808627844, "loss_mask": 0.2976649021729827, "loss_maskiou": 0.007281877667992376, "loss_sem_seg": 0.3447267389856279, "lr": 0.01, "mask_rcnn/accuracy": 0.8747555272108843, "mask_rcnn/false_negative": 0.10807754175741753, "mask_rcnn/false_positive": 0.14852154332997408, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.7462784880772233, "total_loss": 1.8548342475842219} {"data_time": 0.009905798360705376, "eta_seconds": 179904.42577220965, "iteration": 25499, "loss_fcos_cls": 0.3283476480282843, "loss_fcos_ctr": 0.6274895099923015, "loss_fcos_loc": 0.23462377046234906, "loss_mask": 0.2929396042600274, "loss_maskiou": 0.006559525179909542, "loss_sem_seg": 0.3337562847882509, "lr": 0.01, "mask_rcnn/accuracy": 0.8496893680240976, "mask_rcnn/false_negative": 0.10894144486883478, "mask_rcnn/false_positive": 0.18558516122300361, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7273382237181067, "total_loss": 1.8164902680073283} {"data_time": 0.010048949159681797, "eta_seconds": 180170.38743359968, "iteration": 25519, "loss_fcos_cls": 0.3208939947653562, "loss_fcos_ctr": 0.6234937226399779, "loss_fcos_loc": 0.22067199018783867, "loss_mask": 0.3050231384113431, "loss_maskiou": 0.0070900997234275565, "loss_sem_seg": 0.358407202642411, "lr": 0.01, "mask_rcnn/accuracy": 0.8962475627333157, "mask_rcnn/false_negative": 0.08790703898202046, "mask_rcnn/false_positive": 0.13078471547980777, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.0, "time": 0.7523358631879091, "total_loss": 1.8437178707681596} {"data_time": 0.009697857312858105, "eta_seconds": 179889.04263475165, "iteration": 25539, "loss_fcos_cls": 0.32971902936697006, "loss_fcos_ctr": 0.6288383509963751, "loss_fcos_loc": 0.2346440248657018, "loss_mask": 0.29183903615921736, "loss_maskiou": 0.006893687226693146, "loss_sem_seg": 0.3311541471630335, "lr": 0.01, "mask_rcnn/accuracy": 0.8696709509762607, "mask_rcnn/false_negative": 0.11221478619004843, "mask_rcnn/false_positive": 0.13736419527256782, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.25, "time": 0.7267326768487692, "total_loss": 1.8588619063375518} {"data_time": 0.010129726491868496, "eta_seconds": 180115.46481960546, "iteration": 25559, "loss_fcos_cls": 0.3223468726500869, "loss_fcos_ctr": 0.6277964431792498, "loss_fcos_loc": 0.23700357414782047, "loss_mask": 0.2936084298416972, "loss_maskiou": 0.007234936107124668, "loss_sem_seg": 0.4028166262432933, "lr": 0.01, "mask_rcnn/accuracy": 0.8722844531774419, "mask_rcnn/false_negative": 0.09493694956576379, "mask_rcnn/false_positive": 0.17527389497765689, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 39.5, "time": 0.7392682805657387, "total_loss": 1.8979925348248798} {"data_time": 0.01021951250731945, "eta_seconds": 180159.76110639423, "iteration": 25579, "loss_fcos_cls": 0.3280292749404907, "loss_fcos_ctr": 0.6236329711973667, "loss_fcos_loc": 0.22145804984029382, "loss_mask": 0.29352797009050846, "loss_maskiou": 0.007000823054113425, "loss_sem_seg": 0.33941665990278125, "lr": 0.01, "mask_rcnn/accuracy": 0.8677742591915127, "mask_rcnn/false_negative": 0.09599231168030292, "mask_rcnn/false_positive": 0.1661206427178909, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7400076137855649, "total_loss": 1.797128705700743} {"data_time": 0.00936772022396326, "eta_seconds": 180053.8046726631, "iteration": 25599, "loss_fcos_cls": 0.31725048925727606, "loss_fcos_ctr": 0.6233748537488282, "loss_fcos_loc": 0.22244849288836122, "loss_mask": 0.28915777057409286, "loss_maskiou": 0.007237331796204671, "loss_sem_seg": 0.34967368794605136, "lr": 0.01, "mask_rcnn/accuracy": 0.8684415197401167, "mask_rcnn/false_negative": 0.09761277788003273, "mask_rcnn/false_positive": 0.18920888325290736, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 38.75, "time": 0.732072152197361, "total_loss": 1.8101704167493153} {"data_time": 0.009688513353466988, "eta_seconds": 180039.07037904952, "iteration": 25619, "loss_fcos_cls": 0.3228601780720055, "loss_fcos_ctr": 0.6259261388331652, "loss_fcos_loc": 0.22384951496496797, "loss_mask": 0.29304864443838596, "loss_maskiou": 0.006725030034431256, "loss_sem_seg": 0.3235032516531646, "lr": 0.01, "mask_rcnn/accuracy": 0.8537946428571428, "mask_rcnn/false_negative": 0.11802363901606139, "mask_rcnn/false_positive": 0.16700805282036627, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7434615911915898, "total_loss": 1.8175591574254213} {"data_time": 0.009417511522769928, "eta_seconds": 180081.95337740704, "iteration": 25639, "loss_fcos_cls": 0.3262710345443338, "loss_fcos_ctr": 0.6241674013435841, "loss_fcos_loc": 0.23055598186329007, "loss_mask": 0.2895565163344145, "loss_maskiou": 0.007142372509406414, "loss_sem_seg": 0.353497700067237, "lr": 0.01, "mask_rcnn/accuracy": 0.8466414200491286, "mask_rcnn/false_negative": 0.12187513274643788, "mask_rcnn/false_positive": 0.16189144656823276, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 38.0, "time": 0.7524191588163376, "total_loss": 1.8818739388516406} {"data_time": 0.010318308137357235, "eta_seconds": 180200.82138552144, "iteration": 25659, "loss_fcos_cls": 0.3021905478090048, "loss_fcos_ctr": 0.6274248585104942, "loss_fcos_loc": 0.23614923190325499, "loss_mask": 0.29619521275162697, "loss_maskiou": 0.007156080173444934, "loss_sem_seg": 0.35457703564316034, "lr": 0.01, "mask_rcnn/accuracy": 0.8788594179919865, "mask_rcnn/false_negative": 0.10324048284558454, "mask_rcnn/false_positive": 0.1471292679208312, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.75, "time": 0.7509523751214147, "total_loss": 1.809088001413329} {"data_time": 0.010103072039783001, "eta_seconds": 180332.68358714785, "iteration": 25679, "loss_fcos_cls": 0.31869272235780954, "loss_fcos_ctr": 0.6245666132308543, "loss_fcos_loc": 0.22764428739901632, "loss_mask": 0.2833061162382364, "loss_maskiou": 0.00719385540287476, "loss_sem_seg": 0.35162176564335823, "lr": 0.01, "mask_rcnn/accuracy": 0.8805365857523133, "mask_rcnn/false_negative": 0.0937817384760629, "mask_rcnn/false_positive": 0.11842454379488343, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.7450824761763215, "total_loss": 1.8401193993486231} {"data_time": 0.010377082042396069, "eta_seconds": 180191.46501906402, "iteration": 25699, "loss_fcos_cls": 0.3091206345707178, "loss_fcos_ctr": 0.6261046789586544, "loss_fcos_loc": 0.23239219700917602, "loss_mask": 0.2899411227554083, "loss_maskiou": 0.006940820210729726, "loss_sem_seg": 0.3400476220995188, "lr": 0.01, "mask_rcnn/accuracy": 0.871884874639511, "mask_rcnn/false_negative": 0.11477434233815363, "mask_rcnn/false_positive": 0.13785044811929392, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7265782644972205, "total_loss": 1.8315913683909457} {"data_time": 0.010928336530923843, "eta_seconds": 180222.6729553733, "iteration": 25719, "loss_fcos_cls": 0.31778938602656126, "loss_fcos_ctr": 0.6259562578052282, "loss_fcos_loc": 0.23044883366674185, "loss_mask": 0.28439359553158283, "loss_maskiou": 0.0075592459324980155, "loss_sem_seg": 0.32880605291575193, "lr": 0.01, "mask_rcnn/accuracy": 0.8865931989084832, "mask_rcnn/false_negative": 0.09679355291098063, "mask_rcnn/false_positive": 0.15437191055627048, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7468112278729677, "total_loss": 1.7993097179714823} {"data_time": 0.009712793864309788, "eta_seconds": 180161.9618299622, "iteration": 25739, "loss_fcos_cls": 0.3211392592638731, "loss_fcos_ctr": 0.6250205934047699, "loss_fcos_loc": 0.22338947979733348, "loss_mask": 0.30497443582862616, "loss_maskiou": 0.006684553183731623, "loss_sem_seg": 0.38114631082862616, "lr": 0.01, "mask_rcnn/accuracy": 0.8675480860247624, "mask_rcnn/false_negative": 0.10238709624550794, "mask_rcnn/false_positive": 0.17458337008627306, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7271313304081559, "total_loss": 1.8214995636735694} {"data_time": 0.01020212285220623, "eta_seconds": 180096.19845079444, "iteration": 25759, "loss_fcos_cls": 0.2991030124248937, "loss_fcos_ctr": 0.6243328060954809, "loss_fcos_loc": 0.2198267481289804, "loss_mask": 0.2864012699574232, "loss_maskiou": 0.00594731963792583, "loss_sem_seg": 0.375140770804137, "lr": 0.01, "mask_rcnn/accuracy": 0.8851252507081859, "mask_rcnn/false_negative": 0.11385008656764978, "mask_rcnn/false_positive": 0.164774963804447, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7295014010742307, "total_loss": 1.8342825604631798} {"data_time": 0.009442782029509544, "eta_seconds": 179978.78031184897, "iteration": 25779, "loss_fcos_cls": 0.31912742741405964, "loss_fcos_ctr": 0.6235429644584656, "loss_fcos_loc": 0.2337688901461661, "loss_mask": 0.29005386494100094, "loss_maskiou": 0.00771627010544762, "loss_sem_seg": 0.3361074016429484, "lr": 0.01, "mask_rcnn/accuracy": 0.8793271637659392, "mask_rcnn/false_negative": 0.10496324809632546, "mask_rcnn/false_positive": 0.1360186525769358, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7290585357695818, "total_loss": 1.7989219720911933} {"data_time": 0.008946401998400688, "eta_seconds": 179964.04130248353, "iteration": 25799, "loss_fcos_cls": 0.32724172715097666, "loss_fcos_ctr": 0.6265791626647115, "loss_fcos_loc": 0.23831067455466837, "loss_mask": 0.291253917850554, "loss_maskiou": 0.006994524446781725, "loss_sem_seg": 0.35722297988831997, "lr": 0.01, "mask_rcnn/accuracy": 0.8905453229036973, "mask_rcnn/false_negative": 0.08435687085344824, "mask_rcnn/false_positive": 0.14181744005976782, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.5, "time": 0.7483914270997047, "total_loss": 1.8389997384510934} {"data_time": 0.010241934098303318, "eta_seconds": 179915.0664349217, "iteration": 25819, "loss_fcos_cls": 0.31338989920914173, "loss_fcos_ctr": 0.6265823878347874, "loss_fcos_loc": 0.23604418290778995, "loss_mask": 0.29965628683567047, "loss_maskiou": 0.007758245374134276, "loss_sem_seg": 0.33904809365049005, "lr": 0.01, "mask_rcnn/accuracy": 0.8621929876601804, "mask_rcnn/false_negative": 0.12339493917675867, "mask_rcnn/false_positive": 0.1597641643600995, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.0, "time": 0.728099187836051, "total_loss": 1.8082085806090618} {"data_time": 0.009910563006997108, "eta_seconds": 179661.64412253443, "iteration": 25839, "loss_fcos_cls": 0.30899239890277386, "loss_fcos_ctr": 0.6214216109365225, "loss_fcos_loc": 0.2177931028418243, "loss_mask": 0.2883863430470228, "loss_maskiou": 0.006444410057156347, "loss_sem_seg": 0.4071876215748489, "lr": 0.01, "mask_rcnn/accuracy": 0.8758122046528535, "mask_rcnn/false_negative": 0.1001788022082691, "mask_rcnn/false_positive": 0.17933190802553442, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.25, "time": 0.7245935071259737, "total_loss": 1.825791335395479} {"data_time": 0.010257931426167488, "eta_seconds": 179768.4409224894, "iteration": 25859, "loss_fcos_cls": 0.31565091712400317, "loss_fcos_ctr": 0.6235801056027412, "loss_fcos_loc": 0.21348261274397373, "loss_mask": 0.29193251952528954, "loss_maskiou": 0.007589372777147219, "loss_sem_seg": 0.39526624511927366, "lr": 0.01, "mask_rcnn/accuracy": 0.8709214042759961, "mask_rcnn/false_negative": 0.09832146717636882, "mask_rcnn/false_positive": 0.15755472905687978, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.5, "time": 0.743539622053504, "total_loss": 1.8677472859271802} {"data_time": 0.010704257525503635, "eta_seconds": 179753.7143144291, "iteration": 25879, "loss_fcos_cls": 0.3168356092646718, "loss_fcos_ctr": 0.625717812217772, "loss_fcos_loc": 0.22552324179559946, "loss_mask": 0.2889163764193654, "loss_maskiou": 0.006944653810933232, "loss_sem_seg": 0.3540027141571045, "lr": 0.01, "mask_rcnn/accuracy": 0.8709323116895954, "mask_rcnn/false_negative": 0.10632905113659047, "mask_rcnn/false_positive": 0.15013637081648104, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.5, "time": 0.7380135422572494, "total_loss": 1.8273399072350003} {"data_time": 0.010452507995069027, "eta_seconds": 179923.8929790482, "iteration": 25899, "loss_fcos_cls": 0.3123661691788584, "loss_fcos_ctr": 0.6255982527509332, "loss_fcos_loc": 0.234912971383892, "loss_mask": 0.30244230292737484, "loss_maskiou": 0.006976360135013238, "loss_sem_seg": 0.3715198109857738, "lr": 0.01, "mask_rcnn/accuracy": 0.8794896481758727, "mask_rcnn/false_negative": 0.08983580555508663, "mask_rcnn/false_positive": 0.14930490037747995, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 38.75, "time": 0.7485047932714224, "total_loss": 1.8343824964831583} {"data_time": 0.010051571764051914, "eta_seconds": 179909.15122108907, "iteration": 25919, "loss_fcos_cls": 0.3070664901752025, "loss_fcos_ctr": 0.6238242695108056, "loss_fcos_loc": 0.22385621396824718, "loss_mask": 0.2958186808973551, "loss_maskiou": 0.006943580534425564, "loss_sem_seg": 0.3352350005879998, "lr": 0.01, "mask_rcnn/accuracy": 0.8789222860919961, "mask_rcnn/false_negative": 0.10900405849394486, "mask_rcnn/false_positive": 0.12431129513760791, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 40.25, "time": 0.7240657135844231, "total_loss": 1.781744212275953} {"data_time": 0.010997247882187366, "eta_seconds": 179709.5344902482, "iteration": 25939, "loss_fcos_cls": 0.322952164337039, "loss_fcos_ctr": 0.6237332290038466, "loss_fcos_loc": 0.23057910962961614, "loss_mask": 0.2986443629488349, "loss_maskiou": 0.007735732797300443, "loss_sem_seg": 0.36621786467731, "lr": 0.01, "mask_rcnn/accuracy": 0.8784030860720912, "mask_rcnn/false_negative": 0.10192603317218392, "mask_rcnn/false_positive": 0.1458642719289407, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.75, "time": 0.7235926296561956, "total_loss": 1.8429415487262304} {"data_time": 0.009808339178562164, "eta_seconds": 179845.45147593878, "iteration": 25959, "loss_fcos_cls": 0.3063993426039815, "loss_fcos_ctr": 0.6246728980913758, "loss_fcos_loc": 0.22094042459502816, "loss_mask": 0.2982197878882289, "loss_maskiou": 0.006785826510167681, "loss_sem_seg": 0.3870858703739941, "lr": 0.01, "mask_rcnn/accuracy": 0.8801507823973262, "mask_rcnn/false_negative": 0.08832361934395412, "mask_rcnn/false_positive": 0.12735421421680693, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7454444346949458, "total_loss": 1.84109458772582} {"data_time": 0.01004865113645792, "eta_seconds": 179830.71252211742, "iteration": 25979, "loss_fcos_cls": 0.3202170478180051, "loss_fcos_ctr": 0.6243936996906996, "loss_fcos_loc": 0.23964589880779386, "loss_mask": 0.2986157238483429, "loss_maskiou": 0.006724651888362132, "loss_sem_seg": 0.3656792384572327, "lr": 0.01, "mask_rcnn/accuracy": 0.8864356199578913, "mask_rcnn/false_negative": 0.08712956557486526, "mask_rcnn/false_positive": 0.14154120989150593, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7215329641476274, "total_loss": 1.8684507383441087} {"data_time": 0.010045060887932777, "eta_seconds": 179719.09665059764, "iteration": 25999, "loss_fcos_cls": 0.32639265432953835, "loss_fcos_ctr": 0.6248170025646687, "loss_fcos_loc": 0.22118868492543697, "loss_mask": 0.272392213344574, "loss_maskiou": 0.006551702754222788, "loss_sem_seg": 0.31157740484923124, "lr": 0.01, "mask_rcnn/accuracy": 0.8938357189826448, "mask_rcnn/false_negative": 0.08972565950366057, "mask_rcnn/false_positive": 0.12212023194793756, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.0, "time": 0.7310199039056897, "total_loss": 1.8001378616318107} {"data_time": 0.010732953436672688, "eta_seconds": 179725.1330947699, "iteration": 26019, "loss_fcos_cls": 0.3206004546955228, "loss_fcos_ctr": 0.6238418836146593, "loss_fcos_loc": 0.2269551451317966, "loss_mask": 0.2933950461447239, "loss_maskiou": 0.00663785295910202, "loss_sem_seg": 0.36761684203520417, "lr": 0.01, "mask_rcnn/accuracy": 0.8708087830327129, "mask_rcnn/false_negative": 0.08571623905006043, "mask_rcnn/false_positive": 0.16004693274157336, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.75, "time": 0.7396918768063188, "total_loss": 1.8497900438960642} {"data_time": 0.009734736755490303, "eta_seconds": 179786.49566065334, "iteration": 26039, "loss_fcos_cls": 0.30365526815876365, "loss_fcos_ctr": 0.6227810056880116, "loss_fcos_loc": 0.2200169974239543, "loss_mask": 0.28291649697348475, "loss_maskiou": 0.007101465802406892, "loss_sem_seg": 0.340192181058228, "lr": 0.01, "mask_rcnn/accuracy": 0.8485329553920655, "mask_rcnn/false_negative": 0.1045082236676897, "mask_rcnn/false_positive": 0.1761129896455239, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.0, "time": 0.7502206340432167, "total_loss": 1.8316126983845606} {"data_time": 0.009697994217276573, "eta_seconds": 179771.75670683198, "iteration": 26059, "loss_fcos_cls": 0.3068405482918024, "loss_fcos_ctr": 0.6255290135741234, "loss_fcos_loc": 0.2248031345079653, "loss_mask": 0.2979165483266115, "loss_maskiou": 0.006904322901391424, "loss_sem_seg": 0.373564972076565, "lr": 0.01, "mask_rcnn/accuracy": 0.8696674154736521, "mask_rcnn/false_negative": 0.08588102817259402, "mask_rcnn/false_positive": 0.14931640708387278, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.0, "time": 0.7409792803227901, "total_loss": 1.827287622145377} {"data_time": 0.010580687783658504, "eta_seconds": 179652.57742528897, "iteration": 26079, "loss_fcos_cls": 0.318002306856215, "loss_fcos_ctr": 0.6259594326838851, "loss_fcos_loc": 0.22489253571256995, "loss_mask": 0.2954085310921073, "loss_maskiou": 0.007740438581095077, "loss_sem_seg": 0.3572025769390166, "lr": 0.01, "mask_rcnn/accuracy": 0.8948066442486086, "mask_rcnn/false_negative": 0.09401053537859622, "mask_rcnn/false_positive": 0.1329740480150065, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.0, "time": 0.7266782158985734, "total_loss": 1.8202162649540696} {"data_time": 0.010148845613002777, "eta_seconds": 179883.31723060552, "iteration": 26099, "loss_fcos_cls": 0.33493675012141466, "loss_fcos_ctr": 0.6268625259399414, "loss_fcos_loc": 0.2317760477308184, "loss_mask": 0.29614220187067986, "loss_maskiou": 0.007393669773591682, "loss_sem_seg": 0.37202608585357666, "lr": 0.01, "mask_rcnn/accuracy": 0.8664050235478806, "mask_rcnn/false_negative": 0.08729908241393239, "mask_rcnn/false_positive": 0.1694423651397195, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7677323389798403, "total_loss": 1.8699109783265158} {"data_time": 0.009082339704036713, "eta_seconds": 180074.34615140036, "iteration": 26119, "loss_fcos_cls": 0.3205210445448756, "loss_fcos_ctr": 0.6275276727974415, "loss_fcos_loc": 0.22184156347066164, "loss_mask": 0.2857873076573014, "loss_maskiou": 0.007049845662550069, "loss_sem_seg": 0.36924942675977945, "lr": 0.01, "mask_rcnn/accuracy": 0.902695798146845, "mask_rcnn/false_negative": 0.08712175634010874, "mask_rcnn/false_positive": 0.12289466168134269, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.75, "time": 0.7481888514012098, "total_loss": 1.834749094410654} {"data_time": 0.009983846917748451, "eta_seconds": 180093.10771381762, "iteration": 26139, "loss_fcos_cls": 0.3178659197874367, "loss_fcos_ctr": 0.6256805751472712, "loss_fcos_loc": 0.21574470098130405, "loss_mask": 0.28580871783196926, "loss_maskiou": 0.0071479834005003795, "loss_sem_seg": 0.36540601635351777, "lr": 0.01, "mask_rcnn/accuracy": 0.8788134856215213, "mask_rcnn/false_negative": 0.09681916374705471, "mask_rcnn/false_positive": 0.13456187158976618, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 36.0, "time": 0.740778679959476, "total_loss": 1.8004759661853313} {"data_time": 0.010061078704893589, "eta_seconds": 179978.39685730543, "iteration": 26159, "loss_fcos_cls": 0.3162169710267335, "loss_fcos_ctr": 0.6220125770196319, "loss_fcos_loc": 0.21941420179791749, "loss_mask": 0.28093954641371965, "loss_maskiou": 0.006797879250370897, "loss_sem_seg": 0.3411684771999717, "lr": 0.01, "mask_rcnn/accuracy": 0.8807111327677138, "mask_rcnn/false_negative": 0.0868024177389812, "mask_rcnn/false_positive": 0.15346635851337898, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.0, "time": 0.7470595398917794, "total_loss": 1.8022384717842215} {"data_time": 0.009625536389648914, "eta_seconds": 180063.56742525753, "iteration": 26179, "loss_fcos_cls": 0.3254744843579829, "loss_fcos_ctr": 0.6248490996658802, "loss_fcos_loc": 0.23506268404889852, "loss_mask": 0.29505533166229725, "loss_maskiou": 0.00685161141154822, "loss_sem_seg": 0.36143785202875733, "lr": 0.01, "mask_rcnn/accuracy": 0.8660092295345104, "mask_rcnn/false_negative": 0.08995360330933524, "mask_rcnn/false_positive": 0.16804124544446075, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.0, "time": 0.7330230083316565, "total_loss": 1.8544458778924309} {"data_time": 0.010926014743745327, "eta_seconds": 179880.15790857933, "iteration": 26199, "loss_fcos_cls": 0.3149464912712574, "loss_fcos_ctr": 0.625988663174212, "loss_fcos_loc": 0.2274266246240586, "loss_mask": 0.28408799041062593, "loss_maskiou": 0.007230158735183068, "loss_sem_seg": 0.3502226520795375, "lr": 0.01, "mask_rcnn/accuracy": 0.9020729257442799, "mask_rcnn/false_negative": 0.08723605727554658, "mask_rcnn/false_positive": 0.1064079947659832, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.0, "time": 0.7269294476136565, "total_loss": 1.8073463202163111} {"data_time": 0.01078492496162653, "eta_seconds": 179756.20367974043, "iteration": 26219, "loss_fcos_cls": 0.3100499885622412, "loss_fcos_ctr": 0.6259595490992069, "loss_fcos_loc": 0.23160063731484115, "loss_mask": 0.30744499061256647, "loss_maskiou": 0.007840676968044136, "loss_sem_seg": 0.3424844047985971, "lr": 0.01, "mask_rcnn/accuracy": 0.8565233451536642, "mask_rcnn/false_negative": 0.10957737458832525, "mask_rcnn/false_positive": 0.18948199425916654, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7319705886766315, "total_loss": 1.8212145876314025} {"data_time": 0.010181114077568054, "eta_seconds": 179780.06359731872, "iteration": 26239, "loss_fcos_cls": 0.3248414285480976, "loss_fcos_ctr": 0.6225804183632135, "loss_fcos_loc": 0.22523446124978364, "loss_mask": 0.3054307335987687, "loss_maskiou": 0.0073114002734655514, "loss_sem_seg": 0.35838043224066496, "lr": 0.01, "mask_rcnn/accuracy": 0.8660772340857693, "mask_rcnn/false_negative": 0.11136812843010455, "mask_rcnn/false_positive": 0.14535657365480215, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.25, "time": 0.7438409142196178, "total_loss": 1.8737901622371282} {"data_time": 0.010884485207498074, "eta_seconds": 179781.94820188265, "iteration": 26259, "loss_fcos_cls": 0.3265835321508348, "loss_fcos_ctr": 0.6273448038846254, "loss_fcos_loc": 0.23549914988689125, "loss_mask": 0.2947361492551863, "loss_maskiou": 0.007458348889485933, "loss_sem_seg": 0.37323363358154893, "lr": 0.01, "mask_rcnn/accuracy": 0.8544219335020831, "mask_rcnn/false_negative": 0.09651419511979965, "mask_rcnn/false_positive": 0.18864909410148806, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7409110656008124, "total_loss": 1.8589963602862554} {"data_time": 0.008986543864011765, "eta_seconds": 179956.20699589327, "iteration": 26279, "loss_fcos_cls": 0.31142718018963933, "loss_fcos_ctr": 0.6247136006131768, "loss_fcos_loc": 0.22673779365140945, "loss_mask": 0.28103163139894605, "loss_maskiou": 0.006760841322829947, "loss_sem_seg": 0.3695108238607645, "lr": 0.01, "mask_rcnn/accuracy": 0.8849633319752583, "mask_rcnn/false_negative": 0.09456154620438344, "mask_rcnn/false_positive": 0.1331773274596696, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7384526431560516, "total_loss": 1.8350925328559242} {"data_time": 0.010184439830482006, "eta_seconds": 179987.60095093213, "iteration": 26299, "loss_fcos_cls": 0.3245009044185281, "loss_fcos_ctr": 0.6277391375042498, "loss_fcos_loc": 0.2300707777030766, "loss_mask": 0.2993534607812762, "loss_maskiou": 0.007913178415037692, "loss_sem_seg": 0.31876732409000397, "lr": 0.01, "mask_rcnn/accuracy": 0.8722672894707334, "mask_rcnn/false_negative": 0.09406991596244291, "mask_rcnn/false_positive": 0.18418182919417875, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7473335275426507, "total_loss": 1.8161852954654023} {"data_time": 0.010392384603619576, "eta_seconds": 179828.46807298344, "iteration": 26319, "loss_fcos_cls": 0.3322867483366281, "loss_fcos_ctr": 0.6269776551052928, "loss_fcos_loc": 0.23459151317365468, "loss_mask": 0.2944218572229147, "loss_maskiou": 0.006925454537849873, "loss_sem_seg": 0.34017276717349887, "lr": 0.01, "mask_rcnn/accuracy": 0.8810320102617317, "mask_rcnn/false_negative": 0.08422664339387892, "mask_rcnn/false_positive": 0.14113695183152208, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.75, "time": 0.7282845117151737, "total_loss": 1.8511593580406043} {"data_time": 0.01045556552708149, "eta_seconds": 179945.40627101716, "iteration": 26339, "loss_fcos_cls": 0.3242436312139034, "loss_fcos_ctr": 0.6261974619701505, "loss_fcos_loc": 0.2314470107667148, "loss_mask": 0.30839124601334333, "loss_maskiou": 0.0074384861218277365, "loss_sem_seg": 0.36124197859317064, "lr": 0.01, "mask_rcnn/accuracy": 0.8534872407811969, "mask_rcnn/false_negative": 0.09923129188907862, "mask_rcnn/false_positive": 0.18513589359913157, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.75, "time": 0.7422001836821437, "total_loss": 1.8298066865245346} {"data_time": 0.010241106152534485, "eta_seconds": 179962.60819586553, "iteration": 26359, "loss_fcos_cls": 0.30271993041969836, "loss_fcos_ctr": 0.6257434086874127, "loss_fcos_loc": 0.2255903142504394, "loss_mask": 0.2949543446302414, "loss_maskiou": 0.00775543344207108, "loss_sem_seg": 0.3343880129395984, "lr": 0.01, "mask_rcnn/accuracy": 0.8809831240188384, "mask_rcnn/false_negative": 0.11024754886515528, "mask_rcnn/false_positive": 0.13860298667551046, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7434508297592402, "total_loss": 1.7865487265808042} {"data_time": 0.010126953013241291, "eta_seconds": 179965.71343077533, "iteration": 26379, "loss_fcos_cls": 0.31710768723860383, "loss_fcos_ctr": 0.6261783195659518, "loss_fcos_loc": 0.22940061683766544, "loss_mask": 0.2956467876210809, "loss_maskiou": 0.007198133731435519, "loss_sem_seg": 0.3578071752563119, "lr": 0.01, "mask_rcnn/accuracy": 0.8785049209402243, "mask_rcnn/false_negative": 0.09294666578156222, "mask_rcnn/false_positive": 0.1318434786923487, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.5, "time": 0.7414957070723176, "total_loss": 1.8671530905121472} {"data_time": 0.009993476793169975, "eta_seconds": 180147.7387659559, "iteration": 26399, "loss_fcos_cls": 0.3076758582610637, "loss_fcos_ctr": 0.6259541511535645, "loss_fcos_loc": 0.23041444178670645, "loss_mask": 0.2824836662039161, "loss_maskiou": 0.006862538401037455, "loss_sem_seg": 0.3429160211235285, "lr": 0.01, "mask_rcnn/accuracy": 0.8992189468379945, "mask_rcnn/false_negative": 0.07389923831235273, "mask_rcnn/false_positive": 0.1425977170534476, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.25, "time": 0.7468083370476961, "total_loss": 1.8181368401710643} {"data_time": 0.009401150979101658, "eta_seconds": 180092.58881963976, "iteration": 26419, "loss_fcos_cls": 0.33347106631845236, "loss_fcos_ctr": 0.6275726966559887, "loss_fcos_loc": 0.23811874631792307, "loss_mask": 0.29524603858590126, "loss_maskiou": 0.007207761926110834, "loss_sem_seg": 0.3475357601419091, "lr": 0.01, "mask_rcnn/accuracy": 0.8648486682808717, "mask_rcnn/false_negative": 0.11153017056055155, "mask_rcnn/false_positive": 0.17279750115816717, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.0, "time": 0.7394445985555649, "total_loss": 1.842403872477007} {"data_time": 0.009259810671210289, "eta_seconds": 179983.96261408087, "iteration": 26439, "loss_fcos_cls": 0.31286182533949614, "loss_fcos_ctr": 0.6238324232399464, "loss_fcos_loc": 0.22607240499928594, "loss_mask": 0.2803557952865958, "loss_maskiou": 0.006650950439507142, "loss_sem_seg": 0.33259528991766274, "lr": 0.01, "mask_rcnn/accuracy": 0.8702446752510529, "mask_rcnn/false_negative": 0.09964808605419137, "mask_rcnn/false_positive": 0.15763476925716546, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.0, "time": 0.7352662300691009, "total_loss": 1.8047726619697642} {"data_time": 0.010227281600236893, "eta_seconds": 180103.36758387554, "iteration": 26459, "loss_fcos_cls": 0.31327454885467887, "loss_fcos_ctr": 0.6264773132279515, "loss_fcos_loc": 0.23473085812292993, "loss_mask": 0.2874071039259434, "loss_maskiou": 0.007603005389682949, "loss_sem_seg": 0.3688912792131305, "lr": 0.01, "mask_rcnn/accuracy": 0.8585250937109538, "mask_rcnn/false_negative": 0.10343376974661983, "mask_rcnn/false_positive": 0.1596713557246338, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.0, "time": 0.7410357808694243, "total_loss": 1.8285540677316021} {"data_time": 0.00939976517111063, "eta_seconds": 180112.60515613295, "iteration": 26479, "loss_fcos_cls": 0.3261693074600771, "loss_fcos_ctr": 0.6267977738752961, "loss_fcos_loc": 0.24275161488913, "loss_mask": 0.29460860416293144, "loss_maskiou": 0.006539939990034327, "loss_sem_seg": 0.36773345759138465, "lr": 0.01, "mask_rcnn/accuracy": 0.8775247085135425, "mask_rcnn/false_negative": 0.08928939071872735, "mask_rcnn/false_positive": 0.15829155625714403, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.25, "time": 0.7470268094912171, "total_loss": 1.8869731491031416} {"data_time": 0.009957208298146725, "eta_seconds": 180166.3568862062, "iteration": 26499, "loss_fcos_cls": 0.32846984127536416, "loss_fcos_ctr": 0.6272303313016891, "loss_fcos_loc": 0.23158738249912858, "loss_mask": 0.3110696030780673, "loss_maskiou": 0.0069073655031388626, "loss_sem_seg": 0.4079889301210642, "lr": 0.01, "mask_rcnn/accuracy": 0.864007318352873, "mask_rcnn/false_negative": 0.09815447313504261, "mask_rcnn/false_positive": 0.16333360394839694, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.75, "time": 0.7472656397148967, "total_loss": 1.8785956255014753} {"data_time": 0.011650247499346733, "eta_seconds": 180066.36744128447, "iteration": 26519, "loss_fcos_cls": 0.30115113127976656, "loss_fcos_ctr": 0.6291825845837593, "loss_fcos_loc": 0.22450252412818372, "loss_mask": 0.28712623473256826, "loss_maskiou": 0.0070676722170901485, "loss_sem_seg": 0.3766608787700534, "lr": 0.01, "mask_rcnn/accuracy": 0.8947108146537304, "mask_rcnn/false_negative": 0.09864184557878752, "mask_rcnn/false_positive": 0.11768153068577891, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.734187145717442, "total_loss": 1.8170643667981494} {"data_time": 0.010306412354111671, "eta_seconds": 180294.69623690099, "iteration": 26539, "loss_fcos_cls": 0.3103853572392836, "loss_fcos_ctr": 0.6256790030747652, "loss_fcos_loc": 0.227792302146554, "loss_mask": 0.2966636158525944, "loss_maskiou": 0.0070607325760647655, "loss_sem_seg": 0.32305839052423835, "lr": 0.01, "mask_rcnn/accuracy": 0.8828010620465114, "mask_rcnn/false_negative": 0.07922851004511994, "mask_rcnn/false_positive": 0.16904221518295487, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 40.25, "time": 0.756233817897737, "total_loss": 1.7849884048046079} {"data_time": 0.00945951696485281, "eta_seconds": 180323.50115592778, "iteration": 26559, "loss_fcos_cls": 0.32239287707488984, "loss_fcos_ctr": 0.6271139867603779, "loss_fcos_loc": 0.23397626774385571, "loss_mask": 0.30290575698018074, "loss_maskiou": 0.007266827502462547, "loss_sem_seg": 0.3513292958959937, "lr": 0.01, "mask_rcnn/accuracy": 0.8826466388663194, "mask_rcnn/false_negative": 0.09615850608228227, "mask_rcnn/false_positive": 0.1456211730431454, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7500611757859588, "total_loss": 1.8409903520150692} {"data_time": 0.010332451201975346, "eta_seconds": 180291.99510461185, "iteration": 26579, "loss_fcos_cls": 0.3046757378615439, "loss_fcos_ctr": 0.6247083442285657, "loss_fcos_loc": 0.22592687443830073, "loss_mask": 0.2820573542267084, "loss_maskiou": 0.006615094214794226, "loss_sem_seg": 0.33060185611248016, "lr": 0.01, "mask_rcnn/accuracy": 0.8773700815553493, "mask_rcnn/false_negative": 0.12266074497568147, "mask_rcnn/false_positive": 0.1530567905326355, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.5, "time": 0.7208550600335002, "total_loss": 1.7888032724149525} {"data_time": 0.00978112407028675, "eta_seconds": 180444.31121777836, "iteration": 26599, "loss_fcos_cls": 0.31730810226872563, "loss_fcos_ctr": 0.6247513378039002, "loss_fcos_loc": 0.2324373498558998, "loss_mask": 0.2862188182771206, "loss_maskiou": 0.006078706079279073, "loss_sem_seg": 0.39422377943992615, "lr": 0.01, "mask_rcnn/accuracy": 0.8808839185280412, "mask_rcnn/false_negative": 0.08962769518002589, "mask_rcnn/false_positive": 0.15410968274593118, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.5, "time": 0.7483494579792023, "total_loss": 1.8412713492434705} {"data_time": 0.010244694538414478, "eta_seconds": 180279.05749167502, "iteration": 26619, "loss_fcos_cls": 0.32809438928961754, "loss_fcos_ctr": 0.6266172640025616, "loss_fcos_loc": 0.23051375593058765, "loss_mask": 0.28955923207104206, "loss_maskiou": 0.007284702085598838, "loss_sem_seg": 0.3558420492336154, "lr": 0.01, "mask_rcnn/accuracy": 0.8644076554232805, "mask_rcnn/false_negative": 0.10623208442125076, "mask_rcnn/false_positive": 0.18332521934766308, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7393696950748563, "total_loss": 1.8468920113227796} {"data_time": 0.009276880882680416, "eta_seconds": 180247.55555458833, "iteration": 26639, "loss_fcos_cls": 0.30819285102188587, "loss_fcos_ctr": 0.6270512668415904, "loss_fcos_loc": 0.2260546525940299, "loss_mask": 0.28662178851664066, "loss_maskiou": 0.0069914376945234835, "loss_sem_seg": 0.3142894690390676, "lr": 0.01, "mask_rcnn/accuracy": 0.8704379684633685, "mask_rcnn/false_negative": 0.10009578028996191, "mask_rcnn/false_positive": 0.15059495858235877, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.75, "time": 0.7550780791789293, "total_loss": 1.7687815396348014} {"data_time": 0.009815067052841187, "eta_seconds": 180034.26276193373, "iteration": 26659, "loss_fcos_cls": 0.3215139906387776, "loss_fcos_ctr": 0.6228804467245936, "loss_fcos_loc": 0.22165469778701663, "loss_mask": 0.2813868811354041, "loss_maskiou": 0.006886700775794452, "loss_sem_seg": 0.41930935624986887, "lr": 0.01, "mask_rcnn/accuracy": 0.8900941145689045, "mask_rcnn/false_negative": 0.10228749568983454, "mask_rcnn/false_positive": 0.13120319409703807, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7223004763945937, "total_loss": 1.875023797096219} {"data_time": 0.010126314125955105, "eta_seconds": 179955.1425464116, "iteration": 26679, "loss_fcos_cls": 0.3275564154610038, "loss_fcos_ctr": 0.6270826761610806, "loss_fcos_loc": 0.2356920963502489, "loss_mask": 0.30930841621011496, "loss_maskiou": 0.007137632317608222, "loss_sem_seg": 0.37842514738440514, "lr": 0.01, "mask_rcnn/accuracy": 0.8391820097604259, "mask_rcnn/false_negative": 0.10968077366099457, "mask_rcnn/false_positive": 0.19865037904891797, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.25, "time": 0.7363882102072239, "total_loss": 1.8804702134802938} {"data_time": 0.010065538808703423, "eta_seconds": 179956.99163193163, "iteration": 26699, "loss_fcos_cls": 0.30731021566316485, "loss_fcos_ctr": 0.622067004442215, "loss_fcos_loc": 0.22249830095097423, "loss_mask": 0.2834033789113164, "loss_maskiou": 0.006487615894002374, "loss_sem_seg": 0.358516838401556, "lr": 0.01, "mask_rcnn/accuracy": 0.882741487936431, "mask_rcnn/false_negative": 0.09040265956168105, "mask_rcnn/false_positive": 0.13588944676333184, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7320049172267318, "total_loss": 1.848735552506696} {"data_time": 0.009954244829714298, "eta_seconds": 179942.1986806793, "iteration": 26719, "loss_fcos_cls": 0.32080438337288797, "loss_fcos_ctr": 0.6264774268493056, "loss_fcos_loc": 0.2296853857114911, "loss_mask": 0.2931722579523921, "loss_maskiou": 0.006914272453286685, "loss_sem_seg": 0.3792697670869529, "lr": 0.01, "mask_rcnn/accuracy": 0.8614551445578231, "mask_rcnn/false_negative": 0.10583829564000585, "mask_rcnn/false_positive": 0.17376561472268554, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.25, "time": 0.7427661046385765, "total_loss": 1.8853582352094236} {"data_time": 0.00976767297834158, "eta_seconds": 179957.59501754958, "iteration": 26739, "loss_fcos_cls": 0.3089443673379719, "loss_fcos_ctr": 0.624806422740221, "loss_fcos_loc": 0.23434835788793862, "loss_mask": 0.30748249404132366, "loss_maskiou": 0.0073612301057437435, "loss_sem_seg": 0.3484732350334525, "lr": 0.01, "mask_rcnn/accuracy": 0.8696669831081268, "mask_rcnn/false_negative": 0.10088147408756004, "mask_rcnn/false_positive": 0.1767302593213596, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.5, "time": 0.7587255397811532, "total_loss": 1.8503499861399177} {"data_time": 0.011076916009187698, "eta_seconds": 180002.98766354658, "iteration": 26759, "loss_fcos_cls": 0.312986166565679, "loss_fcos_ctr": 0.624606897123158, "loss_fcos_loc": 0.2314226736780256, "loss_mask": 0.289517343044281, "loss_maskiou": 0.006668565467407461, "loss_sem_seg": 0.3807409752625972, "lr": 0.01, "mask_rcnn/accuracy": 0.8795515496408354, "mask_rcnn/false_negative": 0.11110262391019524, "mask_rcnn/false_positive": 0.1490343178635177, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.5, "time": 0.7553654238581657, "total_loss": 1.8469865380902775} {"data_time": 0.009174054488539696, "eta_seconds": 180116.96457927674, "iteration": 26779, "loss_fcos_cls": 0.3296445698942989, "loss_fcos_ctr": 0.6288096522912383, "loss_fcos_loc": 0.24120515678077936, "loss_mask": 0.29674782510846853, "loss_maskiou": 0.007169725853600539, "loss_sem_seg": 0.3580474415794015, "lr": 0.01, "mask_rcnn/accuracy": 0.8744527885828769, "mask_rcnn/false_negative": 0.09996177880981265, "mask_rcnn/false_positive": 0.1694530639647751, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.75, "time": 0.7297052629292011, "total_loss": 1.9046914525242755} {"data_time": 0.009812992066144943, "eta_seconds": 180145.72649891675, "iteration": 26799, "loss_fcos_cls": 0.3274556500837207, "loss_fcos_ctr": 0.6239691190421581, "loss_fcos_loc": 0.23485476127825677, "loss_mask": 0.2970059495419264, "loss_maskiou": 0.00713749707210809, "loss_sem_seg": 0.3469989108853042, "lr": 0.01, "mask_rcnn/accuracy": 0.863780262706044, "mask_rcnn/false_negative": 0.13120283353450699, "mask_rcnn/false_positive": 0.1442089342925209, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.750924514606595, "total_loss": 1.8179505142761627} {"data_time": 0.010039657354354858, "eta_seconds": 180159.67693677265, "iteration": 26819, "loss_fcos_cls": 0.2957938751205802, "loss_fcos_ctr": 0.6233539693057537, "loss_fcos_loc": 0.21495654177851975, "loss_mask": 0.28564174892380834, "loss_maskiou": 0.007618307921802625, "loss_sem_seg": 0.3221440340857953, "lr": 0.01, "mask_rcnn/accuracy": 0.8909371281195608, "mask_rcnn/false_negative": 0.10320087718967802, "mask_rcnn/false_positive": 0.11698210837469039, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.0, "time": 0.7398153943940997, "total_loss": 1.7744575023389189} {"data_time": 0.010543623007833958, "eta_seconds": 180312.63253279496, "iteration": 26839, "loss_fcos_cls": 0.3055664555868134, "loss_fcos_ctr": 0.6272174287587404, "loss_fcos_loc": 0.22365598304895684, "loss_mask": 0.2896758164279163, "loss_maskiou": 0.006779992851079442, "loss_sem_seg": 0.3419293058104813, "lr": 0.01, "mask_rcnn/accuracy": 0.8626446502514049, "mask_rcnn/false_negative": 0.11631061545182154, "mask_rcnn/false_positive": 0.16098225475091166, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.5, "time": 0.7452724995091558, "total_loss": 1.7851149685156997} {"data_time": 0.010275137610733509, "eta_seconds": 180197.27053743415, "iteration": 26859, "loss_fcos_cls": 0.31830211519263685, "loss_fcos_ctr": 0.623574998928234, "loss_fcos_loc": 0.2254987214691937, "loss_mask": 0.2829147046431899, "loss_maskiou": 0.007168089723563753, "loss_sem_seg": 0.3723190203309059, "lr": 0.01, "mask_rcnn/accuracy": 0.8587459057697153, "mask_rcnn/false_negative": 0.1141256248168374, "mask_rcnn/false_positive": 0.15770600989810646, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.75, "time": 0.7346579171717167, "total_loss": 1.8477589410977089} {"data_time": 0.009467178955674171, "eta_seconds": 180236.7343913028, "iteration": 26879, "loss_fcos_cls": 0.3300630170851946, "loss_fcos_ctr": 0.6243983739987016, "loss_fcos_loc": 0.23229023395106196, "loss_mask": 0.29652904300019145, "loss_maskiou": 0.007123878189304378, "loss_sem_seg": 0.3508961331099272, "lr": 0.01, "mask_rcnn/accuracy": 0.8766966310333657, "mask_rcnn/false_negative": 0.08406070604707552, "mask_rcnn/false_positive": 0.16161326519399977, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.5, "time": 0.7402683962136507, "total_loss": 1.8237517643428873} {"data_time": 0.009921597316861153, "eta_seconds": 180221.90747512598, "iteration": 26899, "loss_fcos_cls": 0.3042954169213772, "loss_fcos_ctr": 0.6254776800051332, "loss_fcos_loc": 0.22926774504594505, "loss_mask": 0.31232261657714844, "loss_maskiou": 0.007248718306072988, "loss_sem_seg": 0.35211620200425386, "lr": 0.01, "mask_rcnn/accuracy": 0.8620686742710553, "mask_rcnn/false_negative": 0.10265299440922421, "mask_rcnn/false_positive": 0.16252358450520743, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7423878982663155, "total_loss": 1.8216485190059757} {"data_time": 0.009836542420089245, "eta_seconds": 180085.59233438317, "iteration": 26919, "loss_fcos_cls": 0.3170052352361381, "loss_fcos_ctr": 0.6254893131554127, "loss_fcos_loc": 0.23182560468558222, "loss_mask": 0.29678236320614815, "loss_maskiou": 0.007366820456809364, "loss_sem_seg": 0.33623040607199073, "lr": 0.01, "mask_rcnn/accuracy": 0.8683881167409493, "mask_rcnn/false_negative": 0.11182146125013037, "mask_rcnn/false_positive": 0.14482964862927333, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.25, "time": 0.7190679963678122, "total_loss": 1.8170459081884474} {"data_time": 0.009531872346997261, "eta_seconds": 180255.7736904975, "iteration": 26939, "loss_fcos_cls": 0.30671937903389335, "loss_fcos_ctr": 0.6261713290587068, "loss_fcos_loc": 0.22106533707119524, "loss_mask": 0.28708584047853947, "loss_maskiou": 0.006412037924746983, "loss_sem_seg": 0.3783710291609168, "lr": 0.01, "mask_rcnn/accuracy": 0.8643803263063468, "mask_rcnn/false_negative": 0.10593520334333659, "mask_rcnn/false_positive": 0.16419906359569875, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7607375839725137, "total_loss": 1.830276164386305} {"data_time": 0.010089917108416557, "eta_seconds": 180246.13649662305, "iteration": 26959, "loss_fcos_cls": 0.32300754985772073, "loss_fcos_ctr": 0.6261708717793226, "loss_fcos_loc": 0.2232715217396617, "loss_mask": 0.2894497159868479, "loss_maskiou": 0.0075378861438366584, "loss_sem_seg": 0.35324988211505115, "lr": 0.01, "mask_rcnn/accuracy": 0.8738295812675352, "mask_rcnn/false_negative": 0.08991399956068657, "mask_rcnn/false_positive": 0.15983717432926886, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7554381340742111, "total_loss": 1.831762516492745} {"data_time": 0.010023688897490501, "eta_seconds": 180231.3039262751, "iteration": 26979, "loss_fcos_cls": 0.3396623523440212, "loss_fcos_ctr": 0.6262502744793892, "loss_fcos_loc": 0.24367166822776198, "loss_mask": 0.3004033574834466, "loss_maskiou": 0.007685144810238853, "loss_sem_seg": 0.38282184721902013, "lr": 0.01, "mask_rcnn/accuracy": 0.8729411601597161, "mask_rcnn/false_negative": 0.11079441805006025, "mask_rcnn/false_positive": 0.14898846498927887, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7285434966906905, "total_loss": 1.8670698924252065} {"data_time": 0.00998042430728674, "eta_seconds": 180302.28332870826, "iteration": 26999, "loss_fcos_cls": 0.2977933066431433, "loss_fcos_ctr": 0.6269323518499732, "loss_fcos_loc": 0.22612803266383708, "loss_mask": 0.29204369988292456, "loss_maskiou": 0.007200774511147756, "loss_sem_seg": 0.39532878156751394, "lr": 0.01, "mask_rcnn/accuracy": 0.8798182047544292, "mask_rcnn/false_negative": 0.09302063722559038, "mask_rcnn/false_positive": 0.1431206764665376, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.5, "time": 0.7473156601190567, "total_loss": 1.8383006107760593} {"data_time": 0.009614058770239353, "eta_seconds": 180287.44369567558, "iteration": 27019, "loss_fcos_cls": 0.33110070531256497, "loss_fcos_ctr": 0.6236744914203882, "loss_fcos_loc": 0.21985407185275108, "loss_mask": 0.27549668308347464, "loss_maskiou": 0.006993768402026035, "loss_sem_seg": 0.3474649367853999, "lr": 0.01, "mask_rcnn/accuracy": 0.877380802673182, "mask_rcnn/false_negative": 0.09330063836617132, "mask_rcnn/false_positive": 0.15724266774992765, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.737193358130753, "total_loss": 1.8235584546855534} {"data_time": 0.00959659181535244, "eta_seconds": 180186.8062152313, "iteration": 27039, "loss_fcos_cls": 0.31475036684423685, "loss_fcos_ctr": 0.6284335157833993, "loss_fcos_loc": 0.23130388208664954, "loss_mask": 0.2938506565988064, "loss_maskiou": 0.007430328914779238, "loss_sem_seg": 0.3169901678338647, "lr": 0.01, "mask_rcnn/accuracy": 0.8672162797867685, "mask_rcnn/false_negative": 0.12344801589866938, "mask_rcnn/false_positive": 0.15453762220141082, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.25, "time": 0.741142924875021, "total_loss": 1.8301918007273343} {"data_time": 0.008921176195144653, "eta_seconds": 180185.03520276956, "iteration": 27059, "loss_fcos_cls": 0.33202089881524444, "loss_fcos_ctr": 0.6270502656698227, "loss_fcos_loc": 0.2339099928503856, "loss_mask": 0.3001357354223728, "loss_maskiou": 0.007178350726462668, "loss_sem_seg": 0.34106425708159804, "lr": 0.01, "mask_rcnn/accuracy": 0.8731123684744911, "mask_rcnn/false_negative": 0.10038915228969457, "mask_rcnn/false_positive": 0.15386939887551318, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 39.75, "time": 0.7351917549967766, "total_loss": 1.8177968223462813} {"data_time": 0.009595537558197975, "eta_seconds": 180153.6619894756, "iteration": 27079, "loss_fcos_cls": 0.3295263798208907, "loss_fcos_ctr": 0.6267093913629651, "loss_fcos_loc": 0.23348991433158517, "loss_mask": 0.29284493904560804, "loss_maskiou": 0.006912589160492644, "loss_sem_seg": 0.3841699648182839, "lr": 0.01, "mask_rcnn/accuracy": 0.8781374391862008, "mask_rcnn/false_negative": 0.09044372116082416, "mask_rcnn/false_positive": 0.16749417441921427, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.0, "time": 0.7317758500576019, "total_loss": 1.8545631416345714} {"data_time": 0.008861717768013477, "eta_seconds": 179961.9518659003, "iteration": 27099, "loss_fcos_cls": 0.30687980679795146, "loss_fcos_ctr": 0.6263301875442266, "loss_fcos_loc": 0.22798314527608454, "loss_mask": 0.2777435719035566, "loss_maskiou": 0.007012086134636775, "loss_sem_seg": 0.3759113410487771, "lr": 0.01, "mask_rcnn/accuracy": 0.8670593473238352, "mask_rcnn/false_negative": 0.12261553342564385, "mask_rcnn/false_positive": 0.15325515274185775, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7339389165863395, "total_loss": 1.8089945952233393} {"data_time": 0.010721975937485695, "eta_seconds": 179928.9985160129, "iteration": 27119, "loss_fcos_cls": 0.3264716034755111, "loss_fcos_ctr": 0.6250694002956152, "loss_fcos_loc": 0.2293382614152506, "loss_mask": 0.28554611653089523, "loss_maskiou": 0.006366613568388857, "loss_sem_seg": 0.35549171920865774, "lr": 0.01, "mask_rcnn/accuracy": 0.8839637538044671, "mask_rcnn/false_negative": 0.12570463957180228, "mask_rcnn/false_positive": 0.11128247814722264, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7404410056769848, "total_loss": 1.8461181338643655} {"data_time": 0.012097890488803387, "eta_seconds": 179721.42823752854, "iteration": 27139, "loss_fcos_cls": 0.3174350424669683, "loss_fcos_ctr": 0.6257087681442499, "loss_fcos_loc": 0.2201258612331003, "loss_mask": 0.2865542219951749, "loss_maskiou": 0.007569059758679941, "loss_sem_seg": 0.38374616915825754, "lr": 0.01, "mask_rcnn/accuracy": 0.8751419413919413, "mask_rcnn/false_negative": 0.09287214186365654, "mask_rcnn/false_positive": 0.14698036181918572, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.5, "time": 0.7250268748030066, "total_loss": 1.8126029517734423} {"data_time": 0.008962522260844707, "eta_seconds": 179607.18636682257, "iteration": 27159, "loss_fcos_cls": 0.3025293948594481, "loss_fcos_ctr": 0.6239252015948296, "loss_fcos_loc": 0.22521052788943052, "loss_mask": 0.30605469178408384, "loss_maskiou": 0.007870348970755003, "loss_sem_seg": 0.35639717476442456, "lr": 0.01, "mask_rcnn/accuracy": 0.8744012188208616, "mask_rcnn/false_negative": 0.11629587054981518, "mask_rcnn/false_positive": 0.15186184503715872, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.25, "time": 0.7174600614234805, "total_loss": 1.8568808910349617} {"data_time": 0.00925763975828886, "eta_seconds": 179567.32199526578, "iteration": 27179, "loss_fcos_cls": 0.3069362686946988, "loss_fcos_ctr": 0.6250907797366381, "loss_fcos_loc": 0.21974086109548807, "loss_mask": 0.29492109827697277, "loss_maskiou": 0.007401739567285404, "loss_sem_seg": 0.3848491217941046, "lr": 0.01, "mask_rcnn/accuracy": 0.8487316647159853, "mask_rcnn/false_negative": 0.11568980295521734, "mask_rcnn/false_positive": 0.1920127071093606, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7236494170501828, "total_loss": 1.8320830604352523} {"data_time": 0.010383338667452335, "eta_seconds": 179604.5094575854, "iteration": 27199, "loss_fcos_cls": 0.2930954433977604, "loss_fcos_ctr": 0.6258909022435546, "loss_fcos_loc": 0.22634087828919291, "loss_mask": 0.27813409361988306, "loss_maskiou": 0.006660881532297935, "loss_sem_seg": 0.32696829875931144, "lr": 0.01, "mask_rcnn/accuracy": 0.8861104197776672, "mask_rcnn/false_negative": 0.07846181147036099, "mask_rcnn/false_positive": 0.12944872949628336, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.75, "time": 0.7379730045795441, "total_loss": 1.7489996007934678} {"data_time": 0.00968790054321289, "eta_seconds": 179662.22682495508, "iteration": 27219, "loss_fcos_cls": 0.3131082421168685, "loss_fcos_ctr": 0.6250757044181228, "loss_fcos_loc": 0.23258686158806086, "loss_mask": 0.3069462552666664, "loss_maskiou": 0.0073801870457828045, "loss_sem_seg": 0.39688192028552294, "lr": 0.01, "mask_rcnn/accuracy": 0.8586165885273027, "mask_rcnn/false_negative": 0.10347402399197368, "mask_rcnn/false_positive": 0.17445884740678752, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.5, "time": 0.7449441067874432, "total_loss": 1.8690837935137097} {"data_time": 0.008858968503773212, "eta_seconds": 179533.58171769325, "iteration": 27239, "loss_fcos_cls": 0.3043358214199543, "loss_fcos_ctr": 0.627352190669626, "loss_fcos_loc": 0.22871786705218256, "loss_mask": 0.2912563234567642, "loss_maskiou": 0.006820640053774696, "loss_sem_seg": 0.36506203934550285, "lr": 0.01, "mask_rcnn/accuracy": 0.8676601220845481, "mask_rcnn/false_negative": 0.1166760273710109, "mask_rcnn/false_positive": 0.13202736638716123, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7093752538785338, "total_loss": 1.8064479521381145} {"data_time": 0.009492871351540089, "eta_seconds": 179518.79074371327, "iteration": 27259, "loss_fcos_cls": 0.30755143077112734, "loss_fcos_ctr": 0.627507227472961, "loss_fcos_loc": 0.22808392019942403, "loss_mask": 0.29515155777335167, "loss_maskiou": 0.007379929760645609, "loss_sem_seg": 0.3805316959042102, "lr": 0.01, "mask_rcnn/accuracy": 0.870789017530089, "mask_rcnn/false_negative": 0.10104595242733933, "mask_rcnn/false_positive": 0.16155421682163745, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.739916562102735, "total_loss": 1.8405540650273906} {"data_time": 0.00926890317350626, "eta_seconds": 179493.37150416523, "iteration": 27279, "loss_fcos_cls": 0.3193239653483033, "loss_fcos_ctr": 0.6268529957160354, "loss_fcos_loc": 0.237988387234509, "loss_mask": 0.2814069576561451, "loss_maskiou": 0.005951230705250055, "loss_sem_seg": 0.3889768850058317, "lr": 0.01, "mask_rcnn/accuracy": 0.8763373993665262, "mask_rcnn/false_negative": 0.09967125926232909, "mask_rcnn/false_positive": 0.15624439077789795, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7322361497208476, "total_loss": 1.8283681919565424} {"data_time": 0.009285440668463707, "eta_seconds": 179398.86750614922, "iteration": 27299, "loss_fcos_cls": 0.3122541361954063, "loss_fcos_ctr": 0.6236735424026847, "loss_fcos_loc": 0.220155238523148, "loss_mask": 0.29806441348046064, "loss_maskiou": 0.007327523548156023, "loss_sem_seg": 0.37050135619938374, "lr": 0.01, "mask_rcnn/accuracy": 0.867386212297419, "mask_rcnn/false_negative": 0.10811403366394362, "mask_rcnn/false_positive": 0.1631576236578713, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7156440075486898, "total_loss": 1.8404170750873163} {"data_time": 0.009847179986536503, "eta_seconds": 179453.2694382947, "iteration": 27319, "loss_fcos_cls": 0.32077855127863586, "loss_fcos_ctr": 0.6253645336255431, "loss_fcos_loc": 0.22715746704488993, "loss_mask": 0.283065939322114, "loss_maskiou": 0.006934791417734232, "loss_sem_seg": 0.33660116302780807, "lr": 0.01, "mask_rcnn/accuracy": 0.885030656999642, "mask_rcnn/false_negative": 0.11314207800703788, "mask_rcnn/false_positive": 0.1287064342061043, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.25, "time": 0.7452098606154323, "total_loss": 1.8401277188531822} {"data_time": 0.00960697140544653, "eta_seconds": 179438.4802072104, "iteration": 27339, "loss_fcos_cls": 0.30123906140215695, "loss_fcos_ctr": 0.627330556511879, "loss_fcos_loc": 0.23511519259773195, "loss_mask": 0.28491835575550795, "loss_maskiou": 0.006720925310219172, "loss_sem_seg": 0.36338044377043843, "lr": 0.01, "mask_rcnn/accuracy": 0.865865745648909, "mask_rcnn/false_negative": 0.11115380955595404, "mask_rcnn/false_positive": 0.16135192258952646, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7488179309293628, "total_loss": 1.853400095627876} {"data_time": 0.009691650979220867, "eta_seconds": 179354.51691818144, "iteration": 27359, "loss_fcos_cls": 0.3128411362413317, "loss_fcos_ctr": 0.6278088865801692, "loss_fcos_loc": 0.23422821145504713, "loss_mask": 0.3044118881225586, "loss_maskiou": 0.006701420265017077, "loss_sem_seg": 0.3343027923256159, "lr": 0.01, "mask_rcnn/accuracy": 0.8864810046747986, "mask_rcnn/false_negative": 0.09114257081721414, "mask_rcnn/false_positive": 0.12595497350265655, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.0, "time": 0.7362073687836528, "total_loss": 1.8280993672960903} {"data_time": 0.009917580522596836, "eta_seconds": 179339.73338885885, "iteration": 27379, "loss_fcos_cls": 0.3061708810273558, "loss_fcos_ctr": 0.6268937941640615, "loss_fcos_loc": 0.23256178246811032, "loss_mask": 0.3074063193053007, "loss_maskiou": 0.007465865841368213, "loss_sem_seg": 0.31242251861840487, "lr": 0.01, "mask_rcnn/accuracy": 0.8695964052688383, "mask_rcnn/false_negative": 0.09386761887620887, "mask_rcnn/false_positive": 0.16141777536999538, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.75, "time": 0.7366453474387527, "total_loss": 1.8020781952363905} {"data_time": 0.010132516734302044, "eta_seconds": 179217.64902079292, "iteration": 27399, "loss_fcos_cls": 0.31193629233166575, "loss_fcos_ctr": 0.6250910321250558, "loss_fcos_loc": 0.2273094345582649, "loss_mask": 0.28802427276968956, "loss_maskiou": 0.006487670056230854, "loss_sem_seg": 0.32094927271828055, "lr": 0.01, "mask_rcnn/accuracy": 0.8761969787915166, "mask_rcnn/false_negative": 0.11116826997423826, "mask_rcnn/false_positive": 0.16547216771076018, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7297740522772074, "total_loss": 1.7956784827401862} {"data_time": 0.009191864170134068, "eta_seconds": 179210.6837541284, "iteration": 27419, "loss_fcos_cls": 0.31867459043860435, "loss_fcos_ctr": 0.6281847832724452, "loss_fcos_loc": 0.2360887136310339, "loss_mask": 0.2932289345189929, "loss_maskiou": 0.006669370530289598, "loss_sem_seg": 0.3550124183529988, "lr": 0.01, "mask_rcnn/accuracy": 0.9042602040816325, "mask_rcnn/false_negative": 0.05681034523834995, "mask_rcnn/false_positive": 0.14910322854980682, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.25, "time": 0.747331440448761, "total_loss": 1.8422895118274027} {"data_time": 0.009994788095355034, "eta_seconds": 179226.87130597234, "iteration": 27439, "loss_fcos_cls": 0.30811875057406723, "loss_fcos_ctr": 0.6184513131156564, "loss_fcos_loc": 0.21708954335190356, "loss_mask": 0.2871035682037473, "loss_maskiou": 0.007378261929261498, "loss_sem_seg": 0.3896096833050251, "lr": 0.01, "mask_rcnn/accuracy": 0.8800371843652715, "mask_rcnn/false_negative": 0.08749473814723296, "mask_rcnn/false_positive": 0.15330691865289592, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7433786690235138, "total_loss": 1.8147827387147117} {"data_time": 0.01009973231703043, "eta_seconds": 179212.09342566133, "iteration": 27459, "loss_fcos_cls": 0.3279437499586493, "loss_fcos_ctr": 0.6258992743678391, "loss_fcos_loc": 0.2322623454965651, "loss_mask": 0.29722631350159645, "loss_maskiou": 0.00823500361002516, "loss_sem_seg": 0.3898438774049282, "lr": 0.01, "mask_rcnn/accuracy": 0.8856997868271732, "mask_rcnn/false_negative": 0.08552015036807334, "mask_rcnn/false_positive": 0.159299523116868, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7436499483883381, "total_loss": 1.8787218369689072} {"data_time": 0.010013802908360958, "eta_seconds": 179136.2899082359, "iteration": 27479, "loss_fcos_cls": 0.3129740166477859, "loss_fcos_ctr": 0.6251204423606396, "loss_fcos_loc": 0.22796440497040749, "loss_mask": 0.2943637119606137, "loss_maskiou": 0.007165503717260435, "loss_sem_seg": 0.3522550635971129, "lr": 0.01, "mask_rcnn/accuracy": 0.8778942674630827, "mask_rcnn/false_negative": 0.107229490825693, "mask_rcnn/false_positive": 0.1455167845563829, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7356596421450377, "total_loss": 1.8297558619524352} {"data_time": 0.009294345043599606, "eta_seconds": 179071.46786070894, "iteration": 27499, "loss_fcos_cls": 0.31359355500899255, "loss_fcos_ctr": 0.6221629679203033, "loss_fcos_loc": 0.22522056382149458, "loss_mask": 0.30142169538885355, "loss_maskiou": 0.008060004976869095, "loss_sem_seg": 0.40599658992141485, "lr": 0.01, "mask_rcnn/accuracy": 0.8750015006002401, "mask_rcnn/false_negative": 0.09464444709727729, "mask_rcnn/false_positive": 0.12924070537706925, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.0, "time": 0.7336403327062726, "total_loss": 1.875488936813781} {"data_time": 0.009410685859620571, "eta_seconds": 179084.40462669265, "iteration": 27519, "loss_fcos_cls": 0.31311725988052785, "loss_fcos_ctr": 0.6228485498577356, "loss_fcos_loc": 0.22335063409991562, "loss_mask": 0.28302501793950796, "loss_maskiou": 0.007003213344432879, "loss_sem_seg": 0.32143752509728074, "lr": 0.01, "mask_rcnn/accuracy": 0.8656142611683848, "mask_rcnn/false_negative": 0.09812564615417567, "mask_rcnn/false_positive": 0.15713358909800065, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.25, "time": 0.7403855584561825, "total_loss": 1.7468650091905147} {"data_time": 0.010246654972434044, "eta_seconds": 179009.1826379774, "iteration": 27539, "loss_fcos_cls": 0.30844652047380805, "loss_fcos_ctr": 0.6274694856256247, "loss_fcos_loc": 0.2343830552417785, "loss_mask": 0.2968164309859276, "loss_maskiou": 0.007277144744875841, "loss_sem_seg": 0.35885862493887544, "lr": 0.01, "mask_rcnn/accuracy": 0.860204475308642, "mask_rcnn/false_negative": 0.12186249499834409, "mask_rcnn/false_positive": 0.1265021807717327, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7475795866921544, "total_loss": 1.8422046297055203} {"data_time": 0.008864644914865494, "eta_seconds": 178944.19826695696, "iteration": 27559, "loss_fcos_cls": 0.3200196251273155, "loss_fcos_ctr": 0.6250981744378805, "loss_fcos_loc": 0.2330886647105217, "loss_mask": 0.30534551572054625, "loss_maskiou": 0.00763975280278828, "loss_sem_seg": 0.34428495168685913, "lr": 0.01, "mask_rcnn/accuracy": 0.8597282428008797, "mask_rcnn/false_negative": 0.10895328709588062, "mask_rcnn/false_positive": 0.14244607560829775, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 37.0, "time": 0.7327886763960123, "total_loss": 1.8513662780169398} {"data_time": 0.010714951902627945, "eta_seconds": 178899.1741178194, "iteration": 27579, "loss_fcos_cls": 0.3124601822346449, "loss_fcos_ctr": 0.6230924390256405, "loss_fcos_loc": 0.22779538994655013, "loss_mask": 0.29750774148851633, "loss_maskiou": 0.006738415133440867, "loss_sem_seg": 0.3594731823541224, "lr": 0.01, "mask_rcnn/accuracy": 0.8637187868854463, "mask_rcnn/false_negative": 0.11180910344366451, "mask_rcnn/false_positive": 0.14564983622202676, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.0, "time": 0.7322098352015018, "total_loss": 1.83624700915243} {"data_time": 0.009024265222251415, "eta_seconds": 178914.67451507226, "iteration": 27599, "loss_fcos_cls": 0.3217114327708259, "loss_fcos_ctr": 0.623632412403822, "loss_fcos_loc": 0.22324253781698644, "loss_mask": 0.2795144347473979, "loss_maskiou": 0.006299550332187209, "loss_sem_seg": 0.2994858385063708, "lr": 0.01, "mask_rcnn/accuracy": 0.86183001426377, "mask_rcnn/false_negative": 0.09955896399418171, "mask_rcnn/false_positive": 0.1561160054692453, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.0, "time": 0.7527574999257922, "total_loss": 1.7558773775454029} {"data_time": 0.010513749904930592, "eta_seconds": 178924.30645503476, "iteration": 27619, "loss_fcos_cls": 0.32232267828658223, "loss_fcos_ctr": 0.6257937056943774, "loss_fcos_loc": 0.226748235989362, "loss_mask": 0.3032548474147916, "loss_maskiou": 0.007524727741838433, "loss_sem_seg": 0.3514003953896463, "lr": 0.01, "mask_rcnn/accuracy": 0.8630438633786848, "mask_rcnn/false_negative": 0.11443925033636246, "mask_rcnn/false_positive": 0.15460149347885827, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.762516213580966, "total_loss": 1.8366620694723679} {"data_time": 0.010356771759688854, "eta_seconds": 178850.39452042244, "iteration": 27639, "loss_fcos_cls": 0.2960084960795939, "loss_fcos_ctr": 0.6247469135560095, "loss_fcos_loc": 0.23316511837765574, "loss_mask": 0.29584136325865984, "loss_maskiou": 0.006990089910686947, "loss_sem_seg": 0.3437477918341756, "lr": 0.01, "mask_rcnn/accuracy": 0.884132362315969, "mask_rcnn/false_negative": 0.08658955998960635, "mask_rcnn/false_positive": 0.16390776686663994, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 39.0, "time": 0.7333418782800436, "total_loss": 1.8050113861390855} {"data_time": 0.009572882205247879, "eta_seconds": 178894.77867745236, "iteration": 27659, "loss_fcos_cls": 0.3200868882704526, "loss_fcos_ctr": 0.6277637165039778, "loss_fcos_loc": 0.23344737594015896, "loss_mask": 0.28414670703932643, "loss_maskiou": 0.006989685949520208, "loss_sem_seg": 0.3636809568852186, "lr": 0.01, "mask_rcnn/accuracy": 0.8988392170486702, "mask_rcnn/false_negative": 0.1113944419622296, "mask_rcnn/false_positive": 0.14200894293646926, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.25, "time": 0.7369884150102735, "total_loss": 1.8660371273435885} {"data_time": 0.009426873177289963, "eta_seconds": 178966.23658573162, "iteration": 27679, "loss_fcos_cls": 0.3127924103755504, "loss_fcos_ctr": 0.6268477984704077, "loss_fcos_loc": 0.22801696928218007, "loss_mask": 0.28464958537369967, "loss_maskiou": 0.006911610456882045, "loss_sem_seg": 0.3370009823702276, "lr": 0.01, "mask_rcnn/accuracy": 0.856373501781665, "mask_rcnn/false_negative": 0.11183194518144741, "mask_rcnn/false_positive": 0.19007962920207888, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.75, "time": 0.7530615497380495, "total_loss": 1.794956214595004} {"data_time": 0.01028988417237997, "eta_seconds": 178982.20571607538, "iteration": 27699, "loss_fcos_cls": 0.3120171930640936, "loss_fcos_ctr": 0.6272351136431098, "loss_fcos_loc": 0.24081222468521446, "loss_mask": 0.2983483374118805, "loss_maskiou": 0.006770540698198602, "loss_sem_seg": 0.34763453621417284, "lr": 0.01, "mask_rcnn/accuracy": 0.8451174740729626, "mask_rcnn/false_negative": 0.10932648017336491, "mask_rcnn/false_positive": 0.20913262528149032, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7368601076304913, "total_loss": 1.8648138903372455} {"data_time": 0.009321765974164009, "eta_seconds": 178989.05384442303, "iteration": 27719, "loss_fcos_cls": 0.3061167602427304, "loss_fcos_ctr": 0.6261216555722058, "loss_fcos_loc": 0.22726235096342862, "loss_mask": 0.2868934292346239, "loss_maskiou": 0.007035371381789446, "loss_sem_seg": 0.3611925025470555, "lr": 0.01, "mask_rcnn/accuracy": 0.8704550739428545, "mask_rcnn/false_negative": 0.10841160165710556, "mask_rcnn/false_positive": 0.17076268692412666, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.5, "time": 0.7513710735365748, "total_loss": 1.8114137056691106} {"data_time": 0.01071846205741167, "eta_seconds": 178981.0140446555, "iteration": 27739, "loss_fcos_cls": 0.328602762427181, "loss_fcos_ctr": 0.6260940083302557, "loss_fcos_loc": 0.22571865189820528, "loss_mask": 0.2851105835288763, "loss_maskiou": 0.0063808419508859515, "loss_sem_seg": 0.3295145006850362, "lr": 0.01, "mask_rcnn/accuracy": 0.8597509509421746, "mask_rcnn/false_negative": 0.12177139553708369, "mask_rcnn/false_positive": 0.1400840592328521, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.25, "time": 0.7496900605037808, "total_loss": 1.8027031651581638} {"data_time": 0.01036421675235033, "eta_seconds": 179022.63319791388, "iteration": 27759, "loss_fcos_cls": 0.34202098986133933, "loss_fcos_ctr": 0.6310439174994826, "loss_fcos_loc": 0.24190434475895017, "loss_mask": 0.2932533868588507, "loss_maskiou": 0.0073216024320572615, "loss_sem_seg": 0.3699942110106349, "lr": 0.01, "mask_rcnn/accuracy": 0.8583593344382763, "mask_rcnn/false_negative": 0.11540713790790692, "mask_rcnn/false_positive": 0.15050601196378788, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.7475188644602895, "total_loss": 1.8839757908863248} {"data_time": 0.010668734088540077, "eta_seconds": 179030.32101261523, "iteration": 27779, "loss_fcos_cls": 0.31439699325710535, "loss_fcos_ctr": 0.6290216883644462, "loss_fcos_loc": 0.23403998487628996, "loss_mask": 0.3019045516848564, "loss_maskiou": 0.006773710381821729, "loss_sem_seg": 0.37108850572258234, "lr": 0.01, "mask_rcnn/accuracy": 0.8808468476676385, "mask_rcnn/false_negative": 0.1021285757293485, "mask_rcnn/false_positive": 0.1322237819072854, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7385045271366835, "total_loss": 1.8445300907478668} {"data_time": 0.00948255229741335, "eta_seconds": 178922.15535173006, "iteration": 27799, "loss_fcos_cls": 0.31446675630286336, "loss_fcos_ctr": 0.6282292976975441, "loss_fcos_loc": 0.23202592181041837, "loss_mask": 0.29648980777710676, "loss_maskiou": 0.006533536521601491, "loss_sem_seg": 0.3635395313613117, "lr": 0.01, "mask_rcnn/accuracy": 0.9015023019892756, "mask_rcnn/false_negative": 0.08395516729289523, "mask_rcnn/false_positive": 0.12079832131575105, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.25, "time": 0.7235195841640234, "total_loss": 1.8581718494970119} {"data_time": 0.009466132149100304, "eta_seconds": 178915.17720785458, "iteration": 27819, "loss_fcos_cls": 0.31403956608846784, "loss_fcos_ctr": 0.6243875566869974, "loss_fcos_loc": 0.22348157968372107, "loss_mask": 0.28523561265319586, "loss_maskiou": 0.006453446127125062, "loss_sem_seg": 0.3971841149032116, "lr": 0.01, "mask_rcnn/accuracy": 0.8679263048124655, "mask_rcnn/false_negative": 0.10974943739406623, "mask_rcnn/false_positive": 0.1570291376886499, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 39.5, "time": 0.7481057066470385, "total_loss": 1.8682955996191595} {"data_time": 0.010543899610638618, "eta_seconds": 178860.36150880717, "iteration": 27839, "loss_fcos_cls": 0.30932328780181706, "loss_fcos_ctr": 0.6246988703496754, "loss_fcos_loc": 0.22793072613421828, "loss_mask": 0.28812326584011316, "loss_maskiou": 0.007620924254297279, "loss_sem_seg": 0.3637240771204233, "lr": 0.01, "mask_rcnn/accuracy": 0.8660094752186589, "mask_rcnn/false_negative": 0.10260819497636166, "mask_rcnn/false_positive": 0.1602480516730842, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.7338217189535499, "total_loss": 1.8129640951519832} {"data_time": 0.010041709057986736, "eta_seconds": 178805.63090156298, "iteration": 27859, "loss_fcos_cls": 0.32003913866356015, "loss_fcos_ctr": 0.6261121975257993, "loss_fcos_loc": 0.22333563771098852, "loss_mask": 0.2909578066319227, "loss_maskiou": 0.00700784930086229, "loss_sem_seg": 0.3762789531610906, "lr": 0.01, "mask_rcnn/accuracy": 0.8627585807050093, "mask_rcnn/false_negative": 0.1071926885434488, "mask_rcnn/false_positive": 0.18163877310732954, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.7123196925967932, "total_loss": 1.8441961895514396} {"data_time": 0.01029290072619915, "eta_seconds": 178818.52653453033, "iteration": 27879, "loss_fcos_cls": 0.30139928171411157, "loss_fcos_ctr": 0.6257596579380333, "loss_fcos_loc": 0.2215171825955622, "loss_mask": 0.2935302024707198, "loss_maskiou": 0.007295639858057257, "loss_sem_seg": 0.35610353434458375, "lr": 0.01, "mask_rcnn/accuracy": 0.8678129905808477, "mask_rcnn/false_negative": 0.0988520390533339, "mask_rcnn/false_positive": 0.1640553252941679, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.7445199051871896, "total_loss": 1.7859818237193394} {"data_time": 0.010137265548110008, "eta_seconds": 178776.09346165787, "iteration": 27899, "loss_fcos_cls": 0.31460531847551465, "loss_fcos_ctr": 0.6235406873747706, "loss_fcos_loc": 0.22337461751885712, "loss_mask": 0.286877459846437, "loss_maskiou": 0.006739224976627156, "loss_sem_seg": 0.35396629851311445, "lr": 0.01, "mask_rcnn/accuracy": 0.8563741333237036, "mask_rcnn/false_negative": 0.10212592570389034, "mask_rcnn/false_positive": 0.17833252259679638, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7374890921637416, "total_loss": 1.8328789563674945} {"data_time": 0.009827871806919575, "eta_seconds": 178816.26531617902, "iteration": 27919, "loss_fcos_cls": 0.31443842127919197, "loss_fcos_ctr": 0.6261280607432127, "loss_fcos_loc": 0.23068229132331908, "loss_mask": 0.27601281460374594, "loss_maskiou": 0.006370520990458317, "loss_sem_seg": 0.32863291166722775, "lr": 0.01, "mask_rcnn/accuracy": 0.8891995154226073, "mask_rcnn/false_negative": 0.09705323752032333, "mask_rcnn/false_positive": 0.14345012324047826, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7376532945781946, "total_loss": 1.7884239039412932} {"data_time": 0.010927588678896427, "eta_seconds": 178746.55602175277, "iteration": 27939, "loss_fcos_cls": 0.3095920190680772, "loss_fcos_ctr": 0.6268813218921423, "loss_fcos_loc": 0.22977350850123912, "loss_mask": 0.2801996972411871, "loss_maskiou": 0.007246142951771617, "loss_sem_seg": 0.3747528954409063, "lr": 0.01, "mask_rcnn/accuracy": 0.9067520625271386, "mask_rcnn/false_negative": 0.08007503476352022, "mask_rcnn/false_positive": 0.12390103775469194, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.0, "time": 0.7412936091423035, "total_loss": 1.8609817705364549} {"data_time": 0.010000520385801792, "eta_seconds": 178425.052577666, "iteration": 27959, "loss_fcos_cls": 0.3208316923119128, "loss_fcos_ctr": 0.6276219105347991, "loss_fcos_loc": 0.2358477241359651, "loss_mask": 0.29376274440437555, "loss_maskiou": 0.007420483554597013, "loss_sem_seg": 0.3735368214547634, "lr": 0.01, "mask_rcnn/accuracy": 0.8770741803665911, "mask_rcnn/false_negative": 0.0885843095052569, "mask_rcnn/false_positive": 0.13776154713197375, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.75, "time": 0.7341271452605724, "total_loss": 1.851355157137732} {"data_time": 0.010567759163677692, "eta_seconds": 178639.1479716422, "iteration": 27979, "loss_fcos_cls": 0.3083746153861284, "loss_fcos_ctr": 0.6287564253434539, "loss_fcos_loc": 0.23505603696685284, "loss_mask": 0.29753323178738356, "loss_maskiou": 0.007669383121537976, "loss_sem_seg": 0.38705905387178063, "lr": 0.01, "mask_rcnn/accuracy": 0.8676986617223286, "mask_rcnn/false_negative": 0.09429157456810941, "mask_rcnn/false_positive": 0.16253206280817653, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.25, "time": 0.7403839705511928, "total_loss": 1.8618959100713255} {"data_time": 0.010274611413478851, "eta_seconds": 178395.5658291271, "iteration": 27999, "loss_fcos_cls": 0.29452929669059813, "loss_fcos_ctr": 0.6223544217646122, "loss_fcos_loc": 0.21586375054903328, "loss_mask": 0.28718096017837524, "loss_maskiou": 0.007233545678900555, "loss_sem_seg": 0.35525370948016644, "lr": 0.01, "mask_rcnn/accuracy": 0.8882502438767563, "mask_rcnn/false_negative": 0.09065650859480798, "mask_rcnn/false_positive": 0.1487703663051646, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.0, "time": 0.7353960564360023, "total_loss": 1.8051417508650047} {"data_time": 0.009778294712305069, "eta_seconds": 178380.82245485764, "iteration": 28019, "loss_fcos_cls": 0.31688852049410343, "loss_fcos_ctr": 0.6269296463578939, "loss_fcos_loc": 0.22731194971129298, "loss_mask": 0.3046722812578082, "loss_maskiou": 0.006812267936766148, "loss_sem_seg": 0.3248911960981786, "lr": 0.01, "mask_rcnn/accuracy": 0.8694216857712678, "mask_rcnn/false_negative": 0.11052124738350078, "mask_rcnn/false_positive": 0.17738986426765282, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7385911541059613, "total_loss": 1.8191877198405564} {"data_time": 0.009947584010660648, "eta_seconds": 178318.02362634335, "iteration": 28039, "loss_fcos_cls": 0.31885597202926874, "loss_fcos_ctr": 0.6267688516527414, "loss_fcos_loc": 0.23520977469161153, "loss_mask": 0.2993980338796973, "loss_maskiou": 0.007597816860652529, "loss_sem_seg": 0.3625465207733214, "lr": 0.01, "mask_rcnn/accuracy": 0.8742117816009006, "mask_rcnn/false_negative": 0.09889760196808456, "mask_rcnn/false_positive": 0.12820295161975284, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.5, "time": 0.7324873814359307, "total_loss": 1.870768638123991} {"data_time": 0.011156655848026276, "eta_seconds": 178303.28422423918, "iteration": 28059, "loss_fcos_cls": 0.30219699209555984, "loss_fcos_ctr": 0.6243480322882533, "loss_fcos_loc": 0.22557425289414823, "loss_mask": 0.28990188986063004, "loss_maskiou": 0.006668707574135624, "loss_sem_seg": 0.34170773008372635, "lr": 0.01, "mask_rcnn/accuracy": 0.8869191873177842, "mask_rcnn/false_negative": 0.09800006785695299, "mask_rcnn/false_positive": 0.1314728191123838, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.0, "time": 0.7378207286819816, "total_loss": 1.8019798239693046} {"data_time": 0.009668712504208088, "eta_seconds": 178644.22265725676, "iteration": 28079, "loss_fcos_cls": 0.30918238568119705, "loss_fcos_ctr": 0.624710239470005, "loss_fcos_loc": 0.22341230139136314, "loss_mask": 0.2979535674676299, "loss_maskiou": 0.006954860145924613, "loss_sem_seg": 0.36680097971111536, "lr": 0.01, "mask_rcnn/accuracy": 0.8456727648788984, "mask_rcnn/false_negative": 0.10605307201939992, "mask_rcnn/false_positive": 0.16268231361471236, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 34.25, "time": 0.7500538807362318, "total_loss": 1.8376864132442279} {"data_time": 0.009262679144740105, "eta_seconds": 178693.3123710733, "iteration": 28099, "loss_fcos_cls": 0.3108881633961573, "loss_fcos_ctr": 0.6253234669566154, "loss_fcos_loc": 0.22790689393877983, "loss_mask": 0.2898969538509846, "loss_maskiou": 0.007226037763757631, "loss_sem_seg": 0.3849795199930668, "lr": 0.01, "mask_rcnn/accuracy": 0.8556045386904763, "mask_rcnn/false_negative": 0.1015690382290681, "mask_rcnn/false_positive": 0.14902362881183534, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7596040992066264, "total_loss": 1.8540918800063082} {"data_time": 0.010211465880274773, "eta_seconds": 178678.53828478418, "iteration": 28119, "loss_fcos_cls": 0.30526962294243276, "loss_fcos_ctr": 0.6254119826480746, "loss_fcos_loc": 0.22897361672949046, "loss_mask": 0.2945420779287815, "loss_maskiou": 0.006334155288641341, "loss_sem_seg": 0.35899675264954567, "lr": 0.01, "mask_rcnn/accuracy": 0.867562889055236, "mask_rcnn/false_negative": 0.11137089531027679, "mask_rcnn/false_positive": 0.1493221264150384, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.25, "time": 0.7378783840686083, "total_loss": 1.8356696785413078} {"data_time": 0.010934381745755672, "eta_seconds": 178745.24342561606, "iteration": 28139, "loss_fcos_cls": 0.31678294064477086, "loss_fcos_ctr": 0.6269845580682158, "loss_fcos_loc": 0.23415524000301957, "loss_mask": 0.30525287240743637, "loss_maskiou": 0.007282199752808083, "loss_sem_seg": 0.3716041040606797, "lr": 0.01, "mask_rcnn/accuracy": 0.8501109309334363, "mask_rcnn/false_negative": 0.10702335287314718, "mask_rcnn/false_positive": 0.1690104154723719, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7526013469323516, "total_loss": 1.8528451284219045} {"data_time": 0.009852413088083267, "eta_seconds": 178711.45212136302, "iteration": 28159, "loss_fcos_cls": 0.3125471940729767, "loss_fcos_ctr": 0.6243245620280504, "loss_fcos_loc": 0.22144171909894794, "loss_mask": 0.29249111004173756, "loss_maskiou": 0.007063599623506889, "loss_sem_seg": 0.40717566944658756, "lr": 0.01, "mask_rcnn/accuracy": 0.881343060183257, "mask_rcnn/false_negative": 0.10457838331282149, "mask_rcnn/false_positive": 0.1512916111770531, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 40.75, "time": 0.7236430067569017, "total_loss": 1.8348456152671133} {"data_time": 0.009998435154557228, "eta_seconds": 178744.67124088202, "iteration": 28179, "loss_fcos_cls": 0.3102364339865744, "loss_fcos_ctr": 0.6261406037956476, "loss_fcos_loc": 0.23289437079802155, "loss_mask": 0.300261652097106, "loss_maskiou": 0.007195905658591073, "loss_sem_seg": 0.36259854724630713, "lr": 0.01, "mask_rcnn/accuracy": 0.8855988150724339, "mask_rcnn/false_negative": 0.10198978995992151, "mask_rcnn/false_positive": 0.14418883750079806, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7458129180595279, "total_loss": 1.8083055132301524} {"data_time": 0.011805961839854717, "eta_seconds": 178787.35748917237, "iteration": 28199, "loss_fcos_cls": 0.304068123921752, "loss_fcos_ctr": 0.6260527931153774, "loss_fcos_loc": 0.23228754836600274, "loss_mask": 0.29041147138923407, "loss_maskiou": 0.007338909337704536, "loss_sem_seg": 0.36349170794710517, "lr": 0.01, "mask_rcnn/accuracy": 0.8656482252278539, "mask_rcnn/false_negative": 0.1256106221924234, "mask_rcnn/false_positive": 0.15970969262577134, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.75, "time": 0.7413685768842697, "total_loss": 1.8373212553851772} {"data_time": 0.009425122290849686, "eta_seconds": 178712.8100280594, "iteration": 28219, "loss_fcos_cls": 0.3105401222128421, "loss_fcos_ctr": 0.6265837820246816, "loss_fcos_loc": 0.2300498322583735, "loss_mask": 0.2927876729518175, "loss_maskiou": 0.007429535879055038, "loss_sem_seg": 0.36593141313642263, "lr": 0.01, "mask_rcnn/accuracy": 0.8772720025510204, "mask_rcnn/false_negative": 0.09666635675613124, "mask_rcnn/false_positive": 0.15074211576874658, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.7439537299796939, "total_loss": 1.8514049688455998} {"data_time": 0.009124208241701126, "eta_seconds": 178686.9044421008, "iteration": 28239, "loss_fcos_cls": 0.3189417817629874, "loss_fcos_ctr": 0.6239404333755374, "loss_fcos_loc": 0.22673945710994303, "loss_mask": 0.2853659400716424, "loss_maskiou": 0.0070204790972638875, "loss_sem_seg": 0.3690476706251502, "lr": 0.01, "mask_rcnn/accuracy": 0.8630925577480795, "mask_rcnn/false_negative": 0.10276958282045315, "mask_rcnn/false_positive": 0.15981668035180302, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 40.5, "time": 0.732716279104352, "total_loss": 1.8549357314041117} {"data_time": 0.010174239985644817, "eta_seconds": 178672.12233047467, "iteration": 28259, "loss_fcos_cls": 0.30823145038448274, "loss_fcos_ctr": 0.6268788073211908, "loss_fcos_loc": 0.22775147063657641, "loss_mask": 0.2926356606185436, "loss_maskiou": 0.0065244636934949085, "loss_sem_seg": 0.328362132422626, "lr": 0.01, "mask_rcnn/accuracy": 0.856966455520178, "mask_rcnn/false_negative": 0.08827830023701613, "mask_rcnn/false_positive": 0.16972599559196883, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.25, "time": 0.7456495026126504, "total_loss": 1.7796312779501022} {"data_time": 0.008884974755346775, "eta_seconds": 178970.78141017165, "iteration": 28279, "loss_fcos_cls": 0.32037665601819754, "loss_fcos_ctr": 0.6244330499321222, "loss_fcos_loc": 0.21862443769350648, "loss_mask": 0.28600302152335644, "loss_maskiou": 0.007794226024998352, "loss_sem_seg": 0.370002917945385, "lr": 0.01, "mask_rcnn/accuracy": 0.8682774694929518, "mask_rcnn/false_negative": 0.10351277000885264, "mask_rcnn/false_positive": 0.17357957853758688, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7663762904703617, "total_loss": 1.8362843381473795} {"data_time": 0.009597508236765862, "eta_seconds": 179129.35741976928, "iteration": 28299, "loss_fcos_cls": 0.3346402400638908, "loss_fcos_ctr": 0.624158987775445, "loss_fcos_loc": 0.23277286486700177, "loss_mask": 0.2987106889486313, "loss_maskiou": 0.007021310892014299, "loss_sem_seg": 0.40614339150488377, "lr": 0.01, "mask_rcnn/accuracy": 0.8611481869533528, "mask_rcnn/false_negative": 0.11311293434953067, "mask_rcnn/false_positive": 0.162469472702244, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.75, "time": 0.7579134479165077, "total_loss": 1.9165030830190517} {"data_time": 0.009846893139183521, "eta_seconds": 179114.5350270262, "iteration": 28319, "loss_fcos_cls": 0.3194038210203871, "loss_fcos_ctr": 0.6250149393454194, "loss_fcos_loc": 0.22949442849494517, "loss_mask": 0.28813156113028526, "loss_maskiou": 0.006749720261723269, "loss_sem_seg": 0.389996423618868, "lr": 0.01, "mask_rcnn/accuracy": 0.848413284486727, "mask_rcnn/false_negative": 0.10783450701006328, "mask_rcnn/false_positive": 0.16524204608905496, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7486256705597043, "total_loss": 1.8462110714317532} {"data_time": 0.009326118044555187, "eta_seconds": 179080.4932645671, "iteration": 28339, "loss_fcos_cls": 0.31467545591294765, "loss_fcos_ctr": 0.626606565900147, "loss_fcos_loc": 0.22483358113095164, "loss_mask": 0.30157799646258354, "loss_maskiou": 0.007544597036030609, "loss_sem_seg": 0.38639529421925545, "lr": 0.01, "mask_rcnn/accuracy": 0.8787075348432056, "mask_rcnn/false_negative": 0.09350622228317954, "mask_rcnn/false_positive": 0.17625979930635732, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 41.25, "time": 0.7413896480575204, "total_loss": 1.8915683990926482} {"data_time": 0.011196191422641277, "eta_seconds": 179078.89007259998, "iteration": 28359, "loss_fcos_cls": 0.33175441762432456, "loss_fcos_ctr": 0.6245283959433436, "loss_fcos_loc": 0.22179833333939314, "loss_mask": 0.2893612524494529, "loss_maskiou": 0.006927638707566075, "loss_sem_seg": 0.36072456929832697, "lr": 0.01, "mask_rcnn/accuracy": 0.8646978392717374, "mask_rcnn/false_negative": 0.08524470045236196, "mask_rcnn/false_positive": 0.1618522729606202, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.75, "time": 0.7364536821842194, "total_loss": 1.8366540132046794} {"data_time": 0.009472815319895744, "eta_seconds": 179049.84466405679, "iteration": 28379, "loss_fcos_cls": 0.3002202643547207, "loss_fcos_ctr": 0.6271002655848861, "loss_fcos_loc": 0.23419526498764753, "loss_mask": 0.30304246582090855, "loss_maskiou": 0.006592234043637291, "loss_sem_seg": 0.3187057231552899, "lr": 0.01, "mask_rcnn/accuracy": 0.8701100894903415, "mask_rcnn/false_negative": 0.0892625342922678, "mask_rcnn/false_positive": 0.16310487862321643, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7284502126276493, "total_loss": 1.7935842262522783} {"data_time": 0.009468930773437023, "eta_seconds": 179093.22148480173, "iteration": 28399, "loss_fcos_cls": 0.3306276788935065, "loss_fcos_ctr": 0.6282694237306714, "loss_fcos_loc": 0.2344367562327534, "loss_mask": 0.3000266859307885, "loss_maskiou": 0.007315499562537298, "loss_sem_seg": 0.3908260250464082, "lr": 0.01, "mask_rcnn/accuracy": 0.8871410842004785, "mask_rcnn/false_negative": 0.09391027123987075, "mask_rcnn/false_positive": 0.1673605205182278, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.25, "time": 0.7462403429672122, "total_loss": 1.883702163293492} {"data_time": 0.00957406684756279, "eta_seconds": 179034.4243842261, "iteration": 28419, "loss_fcos_cls": 0.31390384631231427, "loss_fcos_ctr": 0.6259013097733259, "loss_fcos_loc": 0.2283067770767957, "loss_mask": 0.29155135806649923, "loss_maskiou": 0.006671331117104273, "loss_sem_seg": 0.3405529810115695, "lr": 0.01, "mask_rcnn/accuracy": 0.8760131026094649, "mask_rcnn/false_negative": 0.09198207971799913, "mask_rcnn/false_positive": 0.15325079216430082, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7221192046999931, "total_loss": 1.7967568942985963} {"data_time": 0.010754214599728584, "eta_seconds": 178962.55293822195, "iteration": 28439, "loss_fcos_cls": 0.31305862590670586, "loss_fcos_ctr": 0.6248084157705307, "loss_fcos_loc": 0.2231746728066355, "loss_mask": 0.2906110230833292, "loss_maskiou": 0.007397523200779688, "loss_sem_seg": 0.37848093267530203, "lr": 0.01, "mask_rcnn/accuracy": 0.8763212013505919, "mask_rcnn/false_negative": 0.08155013064407676, "mask_rcnn/false_positive": 0.1628038588498263, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.75, "time": 0.7367478096857667, "total_loss": 1.8168709700839827} {"data_time": 0.010136154480278492, "eta_seconds": 178873.0973972818, "iteration": 28459, "loss_fcos_cls": 0.29980394383892417, "loss_fcos_ctr": 0.624523704405874, "loss_fcos_loc": 0.22551471390761435, "loss_mask": 0.2962342193350196, "loss_maskiou": 0.007581486031995155, "loss_sem_seg": 0.338673360645771, "lr": 0.01, "mask_rcnn/accuracy": 0.8700482482370238, "mask_rcnn/false_negative": 0.0955466882067, "mask_rcnn/false_positive": 0.15740092690222407, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 37.75, "time": 0.7400332316756248, "total_loss": 1.7924805324146291} {"data_time": 0.010853556916117668, "eta_seconds": 178858.28640474658, "iteration": 28479, "loss_fcos_cls": 0.31105808168649673, "loss_fcos_ctr": 0.6252951147034764, "loss_fcos_loc": 0.22278639348223805, "loss_mask": 0.27972133830189705, "loss_maskiou": 0.0075382110953796655, "loss_sem_seg": 0.31921072117984295, "lr": 0.01, "mask_rcnn/accuracy": 0.8703286153170946, "mask_rcnn/false_negative": 0.09746019643973325, "mask_rcnn/false_positive": 0.1523695686008858, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.733497585169971, "total_loss": 1.7879683297942393} {"data_time": 0.010111767798662186, "eta_seconds": 178843.47541221138, "iteration": 28499, "loss_fcos_cls": 0.3063503922894597, "loss_fcos_ctr": 0.6242440575733781, "loss_fcos_loc": 0.2189885606057942, "loss_mask": 0.30217805318534374, "loss_maskiou": 0.007479859188606497, "loss_sem_seg": 0.35303213633596897, "lr": 0.01, "mask_rcnn/accuracy": 0.8468245002082466, "mask_rcnn/false_negative": 0.12041748963370794, "mask_rcnn/false_positive": 0.162442076780348, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.75, "time": 0.7314429525285959, "total_loss": 1.7899783395550912} {"data_time": 0.009008286520838737, "eta_seconds": 178828.66441967618, "iteration": 28519, "loss_fcos_cls": 0.30530541855841875, "loss_fcos_ctr": 0.6270896550267935, "loss_fcos_loc": 0.23648448020685464, "loss_mask": 0.30881964741274714, "loss_maskiou": 0.007476849656086415, "loss_sem_seg": 0.3292222796007991, "lr": 0.01, "mask_rcnn/accuracy": 0.8693036473848799, "mask_rcnn/false_negative": 0.10670819958362994, "mask_rcnn/false_positive": 0.16311205546755553, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7399406023323536, "total_loss": 1.839406400322332} {"data_time": 0.009886601939797401, "eta_seconds": 178634.9395270301, "iteration": 28539, "loss_fcos_cls": 0.32228116877377033, "loss_fcos_ctr": 0.6264284187927842, "loss_fcos_loc": 0.2360568535514176, "loss_mask": 0.2968803634867072, "loss_maskiou": 0.007341466116486117, "loss_sem_seg": 0.3427948113530874, "lr": 0.01, "mask_rcnn/accuracy": 0.8703360523540723, "mask_rcnn/false_negative": 0.09887475341159836, "mask_rcnn/false_positive": 0.1397922502418812, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.5, "time": 0.7280503278598189, "total_loss": 1.8161212857958162} {"data_time": 0.009490419179201126, "eta_seconds": 178679.5071489988, "iteration": 28559, "loss_fcos_cls": 0.3141508442349732, "loss_fcos_ctr": 0.6260536732152104, "loss_fcos_loc": 0.23521170672029257, "loss_mask": 0.27375209517776966, "loss_maskiou": 0.0066619091521715745, "loss_sem_seg": 0.33984106685966253, "lr": 0.01, "mask_rcnn/accuracy": 0.8618421767672376, "mask_rcnn/false_negative": 0.10783064718432936, "mask_rcnn/false_positive": 0.1546461045888275, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.75, "time": 0.7427215175703168, "total_loss": 1.8177609469130402} {"data_time": 0.009596586227416992, "eta_seconds": 178725.64983904362, "iteration": 28579, "loss_fcos_cls": 0.309829942882061, "loss_fcos_ctr": 0.6251107165589929, "loss_fcos_loc": 0.2175704245455563, "loss_mask": 0.2922976315021515, "loss_maskiou": 0.008307848678668961, "loss_sem_seg": 0.31696480978280306, "lr": 0.01, "mask_rcnn/accuracy": 0.8874849418934241, "mask_rcnn/false_negative": 0.0920434593359716, "mask_rcnn/false_positive": 0.1169103058851649, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.7320126220583916, "total_loss": 1.7507963634488988} {"data_time": 0.009998762048780918, "eta_seconds": 178528.39823537506, "iteration": 28599, "loss_fcos_cls": 0.3307145442813635, "loss_fcos_ctr": 0.6226705489680171, "loss_fcos_loc": 0.22419333376456052, "loss_mask": 0.2969080829061568, "loss_maskiou": 0.008287116448627785, "loss_sem_seg": 0.37306369422003627, "lr": 0.01, "mask_rcnn/accuracy": 0.8772370209307534, "mask_rcnn/false_negative": 0.09715535187233301, "mask_rcnn/false_positive": 0.13583009332994303, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7354113152250648, "total_loss": 1.8648543609961052} {"data_time": 0.01015023048967123, "eta_seconds": 178484.2647249112, "iteration": 28619, "loss_fcos_cls": 0.31278029177337885, "loss_fcos_ctr": 0.6280527533963323, "loss_fcos_loc": 0.2286959036719054, "loss_mask": 0.287320077419281, "loss_maskiou": 0.00788038843893446, "loss_sem_seg": 0.3458668445236981, "lr": 0.01, "mask_rcnn/accuracy": 0.8785090334835233, "mask_rcnn/false_negative": 0.08868389855385173, "mask_rcnn/false_positive": 0.1584380454915814, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7346844477578998, "total_loss": 1.8192419119732222} {"data_time": 0.010571444407105446, "eta_seconds": 178469.47613221128, "iteration": 28639, "loss_fcos_cls": 0.3182654548436403, "loss_fcos_ctr": 0.6258037872612476, "loss_fcos_loc": 0.23411013814620674, "loss_mask": 0.2857269523665309, "loss_maskiou": 0.0066475070343585685, "loss_sem_seg": 0.3520852066576481, "lr": 0.01, "mask_rcnn/accuracy": 0.8905640544108582, "mask_rcnn/false_negative": 0.10223102295187259, "mask_rcnn/false_positive": 0.14023453448464723, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.0, "time": 0.7294194437563419, "total_loss": 1.8309970802001772} {"data_time": 0.01015150360763073, "eta_seconds": 178472.8156176377, "iteration": 28659, "loss_fcos_cls": 0.3091793835628778, "loss_fcos_ctr": 0.6270145243033767, "loss_fcos_loc": 0.22511178604327142, "loss_mask": 0.28316613659262657, "loss_maskiou": 0.007009513821685687, "loss_sem_seg": 0.37224947987124324, "lr": 0.01, "mask_rcnn/accuracy": 0.8795922922740524, "mask_rcnn/false_negative": 0.10058300558891126, "mask_rcnn/false_positive": 0.16147515587048644, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7387833204120398, "total_loss": 1.8437117993671563} {"data_time": 0.010319784283638, "eta_seconds": 178346.16117816884, "iteration": 28679, "loss_fcos_cls": 0.31866471958346665, "loss_fcos_ctr": 0.6252006636932492, "loss_fcos_loc": 0.22360565257258713, "loss_mask": 0.2929944768548012, "loss_maskiou": 0.007255587581312284, "loss_sem_seg": 0.3420305708423257, "lr": 0.01, "mask_rcnn/accuracy": 0.8667769551429595, "mask_rcnn/false_negative": 0.11319447626813586, "mask_rcnn/false_positive": 0.14844879078705214, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7345716087147593, "total_loss": 1.8106736615372938} {"data_time": 0.010423272848129272, "eta_seconds": 178331.3803541893, "iteration": 28699, "loss_fcos_cls": 0.30898084584623575, "loss_fcos_ctr": 0.6245782729238272, "loss_fcos_loc": 0.2277089802082628, "loss_mask": 0.3071963097900152, "loss_maskiou": 0.007680583526962437, "loss_sem_seg": 0.3199255606159568, "lr": 0.01, "mask_rcnn/accuracy": 0.8769671017757752, "mask_rcnn/false_negative": 0.10124424036593183, "mask_rcnn/false_positive": 0.14066830978061426, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7225669398903847, "total_loss": 1.8099089548340999} {"data_time": 0.009671032428741455, "eta_seconds": 178281.0215753289, "iteration": 28719, "loss_fcos_cls": 0.3040539550129324, "loss_fcos_ctr": 0.6254808837547898, "loss_fcos_loc": 0.22416024655103683, "loss_mask": 0.2921500438824296, "loss_maskiou": 0.007911707361927256, "loss_sem_seg": 0.32228479092009366, "lr": 0.01, "mask_rcnn/accuracy": 0.8720542647438723, "mask_rcnn/false_negative": 0.10570252954213906, "mask_rcnn/false_positive": 0.13660481268870167, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 36.0, "time": 0.7512563494965434, "total_loss": 1.801375977389398} {"data_time": 0.009668704122304916, "eta_seconds": 178158.3970215181, "iteration": 28739, "loss_fcos_cls": 0.3176673585548997, "loss_fcos_ctr": 0.6255117193795741, "loss_fcos_loc": 0.22165592410601676, "loss_mask": 0.29097472969442606, "loss_maskiou": 0.007314016209420515, "loss_sem_seg": 0.3481790010118857, "lr": 0.01, "mask_rcnn/accuracy": 0.8812327274659864, "mask_rcnn/false_negative": 0.08571630756940152, "mask_rcnn/false_positive": 0.1561268441888786, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7014113888144493, "total_loss": 1.8230560926022008} {"data_time": 0.009725350886583328, "eta_seconds": 178069.3174295416, "iteration": 28759, "loss_fcos_cls": 0.30199723690748215, "loss_fcos_ctr": 0.6275226534344256, "loss_fcos_loc": 0.2272054785862565, "loss_mask": 0.29672611597925425, "loss_maskiou": 0.0071836210117908195, "loss_sem_seg": 0.3418560307472944, "lr": 0.01, "mask_rcnn/accuracy": 0.8730658350728574, "mask_rcnn/false_negative": 0.09245686653373977, "mask_rcnn/false_positive": 0.15194870084820666, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7525586793199182, "total_loss": 1.8381129472254543} {"data_time": 0.009384178556501865, "eta_seconds": 178082.31701715756, "iteration": 28779, "loss_fcos_cls": 0.31225499603897333, "loss_fcos_ctr": 0.6289831232279539, "loss_fcos_loc": 0.23114334733691067, "loss_mask": 0.2991401543840766, "loss_maskiou": 0.007550328387878835, "loss_sem_seg": 0.3774281234946102, "lr": 0.01, "mask_rcnn/accuracy": 0.8567712270093222, "mask_rcnn/false_negative": 0.10560266897214123, "mask_rcnn/false_positive": 0.16563646901237666, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7429506834596395, "total_loss": 1.8534159037517384} {"data_time": 0.010028857737779617, "eta_seconds": 178039.7918816572, "iteration": 28799, "loss_fcos_cls": 0.32094006799161434, "loss_fcos_ctr": 0.6273232903331518, "loss_fcos_loc": 0.23342911899089813, "loss_mask": 0.28736579418182373, "loss_maskiou": 0.006550472986418754, "loss_sem_seg": 0.34893373819068074, "lr": 0.01, "mask_rcnn/accuracy": 0.8704348061926459, "mask_rcnn/false_negative": 0.10206987901794581, "mask_rcnn/false_positive": 0.15003838825179902, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.25, "time": 0.7219040421769023, "total_loss": 1.8642551712109707} {"data_time": 0.010250263847410679, "eta_seconds": 178052.7868656339, "iteration": 28819, "loss_fcos_cls": 0.329478727071546, "loss_fcos_ctr": 0.6283280202187598, "loss_fcos_loc": 0.24203907256014645, "loss_mask": 0.2898053415119648, "loss_maskiou": 0.007765746864606626, "loss_sem_seg": 0.36762806749902666, "lr": 0.01, "mask_rcnn/accuracy": 0.8752927400468384, "mask_rcnn/false_negative": 0.09262785606818776, "mask_rcnn/false_positive": 0.13761919277806656, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7502930937334895, "total_loss": 1.910946848904132} {"data_time": 0.011171660386025906, "eta_seconds": 178038.0217898721, "iteration": 28839, "loss_fcos_cls": 0.3140459330752492, "loss_fcos_ctr": 0.627522774040699, "loss_fcos_loc": 0.22938611917197704, "loss_mask": 0.29841406363993883, "loss_maskiou": 0.006918252234754618, "loss_sem_seg": 0.3370228633284569, "lr": 0.01, "mask_rcnn/accuracy": 0.847705187275856, "mask_rcnn/false_negative": 0.11431666408766387, "mask_rcnn/false_positive": 0.16944566234633723, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.5, "time": 0.729804684408009, "total_loss": 1.8377824423005222} {"data_time": 0.009981363080441952, "eta_seconds": 178140.27572485246, "iteration": 28859, "loss_fcos_cls": 0.32358133769594133, "loss_fcos_ctr": 0.626006131991744, "loss_fcos_loc": 0.22692847391590476, "loss_mask": 0.2840015245601535, "loss_maskiou": 0.006449706081184559, "loss_sem_seg": 0.40841960441321135, "lr": 0.01, "mask_rcnn/accuracy": 0.8762106976937116, "mask_rcnn/false_negative": 0.10967921552766136, "mask_rcnn/false_positive": 0.16642188605824987, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7588317412883043, "total_loss": 1.8706913073547184} {"data_time": 0.00973376166075468, "eta_seconds": 178147.65954280365, "iteration": 28879, "loss_fcos_cls": 0.3032117981929332, "loss_fcos_ctr": 0.6237742672674358, "loss_fcos_loc": 0.22804368333891034, "loss_mask": 0.2835526019334793, "loss_maskiou": 0.006813092797528952, "loss_sem_seg": 0.3651886023581028, "lr": 0.01, "mask_rcnn/accuracy": 0.8789800196808284, "mask_rcnn/false_negative": 0.09248345540219902, "mask_rcnn/false_positive": 0.16013735368785242, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7664379421621561, "total_loss": 1.8428270362201147} {"data_time": 0.010408769361674786, "eta_seconds": 178186.85470564663, "iteration": 28899, "loss_fcos_cls": 0.29675512691028416, "loss_fcos_ctr": 0.6238309643231332, "loss_fcos_loc": 0.2169724483974278, "loss_mask": 0.291464957408607, "loss_maskiou": 0.007300701588974334, "loss_sem_seg": 0.32782646687701344, "lr": 0.01, "mask_rcnn/accuracy": 0.8625489174164289, "mask_rcnn/false_negative": 0.10623421388071758, "mask_rcnn/false_positive": 0.16656905370873665, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7446780493482947, "total_loss": 1.8024511948751751} {"data_time": 0.009998087771236897, "eta_seconds": 178262.43583441246, "iteration": 28919, "loss_fcos_cls": 0.3146013463847339, "loss_fcos_ctr": 0.6271375622600317, "loss_fcos_loc": 0.23732793563976884, "loss_mask": 0.2978484919294715, "loss_maskiou": 0.007284018705831841, "loss_sem_seg": 0.3604921083897352, "lr": 0.01, "mask_rcnn/accuracy": 0.8806543307923334, "mask_rcnn/false_negative": 0.09979875829284054, "mask_rcnn/false_positive": 0.14208101485042288, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 44.0, "time": 0.7475273013114929, "total_loss": 1.855753436946543} {"data_time": 0.010064500384032726, "eta_seconds": 178247.64724171255, "iteration": 28939, "loss_fcos_cls": 0.29619980487041175, "loss_fcos_ctr": 0.6252117864787579, "loss_fcos_loc": 0.222717639291659, "loss_mask": 0.29073328897356987, "loss_maskiou": 0.0073847395105985925, "loss_sem_seg": 0.34824124444276094, "lr": 0.01, "mask_rcnn/accuracy": 0.8716596813506925, "mask_rcnn/false_negative": 0.11347650819752317, "mask_rcnn/false_positive": 0.15398776567098138, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 40.5, "time": 0.7421094812452793, "total_loss": 1.8118249860708602} {"data_time": 0.009528405964374542, "eta_seconds": 178260.33629757073, "iteration": 28959, "loss_fcos_cls": 0.3164286520332098, "loss_fcos_ctr": 0.6259834370575845, "loss_fcos_loc": 0.22895428107585758, "loss_mask": 0.28499940875917673, "loss_maskiou": 0.007239025268063415, "loss_sem_seg": 0.3550465935841203, "lr": 0.01, "mask_rcnn/accuracy": 0.8719327991918475, "mask_rcnn/false_negative": 0.11973342208666554, "mask_rcnn/false_positive": 0.1543866441901804, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.75, "time": 0.7372917914763093, "total_loss": 1.8194760974438395} {"data_time": 0.00978855136781931, "eta_seconds": 178236.174097972, "iteration": 28979, "loss_fcos_cls": 0.3119901155587286, "loss_fcos_ctr": 0.6236737407743931, "loss_fcos_loc": 0.220050796167925, "loss_mask": 0.2896784469485283, "loss_maskiou": 0.007699339490500279, "loss_sem_seg": 0.33221895806491375, "lr": 0.01, "mask_rcnn/accuracy": 0.8648205992923486, "mask_rcnn/false_negative": 0.10236073142361973, "mask_rcnn/false_positive": 0.15760703992676395, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.0, "time": 0.7371993493288755, "total_loss": 1.8354731511790305} {"data_time": 0.010041856206953526, "eta_seconds": 178273.71668847091, "iteration": 28999, "loss_fcos_cls": 0.31350463279522955, "loss_fcos_ctr": 0.6266008238308132, "loss_fcos_loc": 0.2139103002846241, "loss_mask": 0.31310016568750143, "loss_maskiou": 0.007060898009513039, "loss_sem_seg": 0.3392200041562319, "lr": 0.01, "mask_rcnn/accuracy": 0.8628570761347258, "mask_rcnn/false_negative": 0.08466555294749817, "mask_rcnn/false_positive": 0.1657054893122396, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.25, "time": 0.745534211397171, "total_loss": 1.8169245591197978} {"data_time": 0.010210159234702587, "eta_seconds": 178324.60064938478, "iteration": 29019, "loss_fcos_cls": 0.31657011061906815, "loss_fcos_ctr": 0.6249747890979052, "loss_fcos_loc": 0.23736004630336538, "loss_mask": 0.28468530904501677, "loss_maskiou": 0.006421789497835562, "loss_sem_seg": 0.37347080186009407, "lr": 0.01, "mask_rcnn/accuracy": 0.8801934523809524, "mask_rcnn/false_negative": 0.07746030789358407, "mask_rcnn/false_positive": 0.18181153810654926, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7446939330548048, "total_loss": 1.851384828958544} {"data_time": 0.009966508485376835, "eta_seconds": 178288.89337753598, "iteration": 29039, "loss_fcos_cls": 0.31593901151791215, "loss_fcos_ctr": 0.6259032059460878, "loss_fcos_loc": 0.22886024753097445, "loss_mask": 0.28325433284044266, "loss_maskiou": 0.0073132051911670715, "loss_sem_seg": 0.3355891627725214, "lr": 0.01, "mask_rcnn/accuracy": 0.8503223382376206, "mask_rcnn/false_negative": 0.10017209635219111, "mask_rcnn/false_positive": 0.19337627624424786, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.25, "time": 0.7224919768050313, "total_loss": 1.818908641609596} {"data_time": 0.00983446091413498, "eta_seconds": 178274.09522402752, "iteration": 29059, "loss_fcos_cls": 0.31053655594587326, "loss_fcos_ctr": 0.6292173704132438, "loss_fcos_loc": 0.2321847346611321, "loss_mask": 0.2973954239860177, "loss_maskiou": 0.007222119180369191, "loss_sem_seg": 0.34942465741187334, "lr": 0.01, "mask_rcnn/accuracy": 0.8625113539734075, "mask_rcnn/false_negative": 0.08859330107282076, "mask_rcnn/false_positive": 0.16722822521171427, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7391569884493947, "total_loss": 1.7975670375890331} {"data_time": 0.010528013110160828, "eta_seconds": 178176.5690493146, "iteration": 29079, "loss_fcos_cls": 0.3092776388511993, "loss_fcos_ctr": 0.6242427108809352, "loss_fcos_loc": 0.2213505357503891, "loss_mask": 0.29141654539853334, "loss_maskiou": 0.006570166631718166, "loss_sem_seg": 0.34443833027035, "lr": 0.01, "mask_rcnn/accuracy": 0.8731267155418398, "mask_rcnn/false_negative": 0.09012326541115095, "mask_rcnn/false_positive": 0.15527254960681666, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.25, "time": 0.747148391790688, "total_loss": 1.7946003431861755} {"data_time": 0.009879142045974731, "eta_seconds": 178161.7777634533, "iteration": 29099, "loss_fcos_cls": 0.3188237748108804, "loss_fcos_ctr": 0.6227694945409894, "loss_fcos_loc": 0.2189685981720686, "loss_mask": 0.28277795389294624, "loss_maskiou": 0.007094336790032685, "loss_sem_seg": 0.33351079002022743, "lr": 0.01, "mask_rcnn/accuracy": 0.8592126623376624, "mask_rcnn/false_negative": 0.10625686578453575, "mask_rcnn/false_positive": 0.18852452586362034, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7499255007132888, "total_loss": 1.8523532034014352} {"data_time": 0.009850959293544292, "eta_seconds": 178154.34274210036, "iteration": 29119, "loss_fcos_cls": 0.3121944651938975, "loss_fcos_ctr": 0.6261084275320172, "loss_fcos_loc": 0.23262647213414311, "loss_mask": 0.3106546103954315, "loss_maskiou": 0.008030898148717824, "loss_sem_seg": 0.38910863269120455, "lr": 0.01, "mask_rcnn/accuracy": 0.8713412412003129, "mask_rcnn/false_negative": 0.1116536131309283, "mask_rcnn/false_positive": 0.129858743341384, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 39.75, "time": 0.7459979457780719, "total_loss": 1.875466333447548} {"data_time": 0.010637197643518448, "eta_seconds": 178170.15562301315, "iteration": 29139, "loss_fcos_cls": 0.2986498293466866, "loss_fcos_ctr": 0.6253109602257609, "loss_fcos_loc": 0.22052631597034633, "loss_mask": 0.2941246461123228, "loss_maskiou": 0.007818902580766007, "loss_sem_seg": 0.3748678364790976, "lr": 0.01, "mask_rcnn/accuracy": 0.8667486563800277, "mask_rcnn/false_negative": 0.12235679622541895, "mask_rcnn/false_positive": 0.16698188074790976, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.75, "time": 0.7435573358088732, "total_loss": 1.8350872465962311} {"data_time": 0.010449625551700592, "eta_seconds": 178249.9786054818, "iteration": 29159, "loss_fcos_cls": 0.3113993355073035, "loss_fcos_ctr": 0.6261501647531986, "loss_fcos_loc": 0.2270047226920724, "loss_mask": 0.2825402934104204, "loss_maskiou": 0.006317468054476194, "loss_sem_seg": 0.3553185148630291, "lr": 0.01, "mask_rcnn/accuracy": 0.8888767119930012, "mask_rcnn/false_negative": 0.10280814101135728, "mask_rcnn/false_positive": 0.14785704294102364, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.5, "time": 0.7493682513013482, "total_loss": 1.810467679897556} {"data_time": 0.01033670362085104, "eta_seconds": 178235.17631030735, "iteration": 29179, "loss_fcos_cls": 0.3086802908219397, "loss_fcos_ctr": 0.624607190489769, "loss_fcos_loc": 0.22496707644313574, "loss_mask": 0.29863310512155294, "loss_maskiou": 0.008159453223925084, "loss_sem_seg": 0.3775888776872307, "lr": 0.01, "mask_rcnn/accuracy": 0.8617307262017504, "mask_rcnn/false_negative": 0.10011923053649738, "mask_rcnn/false_positive": 0.18667484720820499, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7527175173163414, "total_loss": 1.8580478070653044} {"data_time": 0.009918860159814358, "eta_seconds": 178191.4016498085, "iteration": 29199, "loss_fcos_cls": 0.3171907439827919, "loss_fcos_ctr": 0.6246646242216229, "loss_fcos_loc": 0.21617954573594034, "loss_mask": 0.2871950203552842, "loss_maskiou": 0.0071586918347748, "loss_sem_seg": 0.3384519014507532, "lr": 0.01, "mask_rcnn/accuracy": 0.9061448690604454, "mask_rcnn/false_negative": 0.07848605721303596, "mask_rcnn/false_positive": 0.12500223742266534, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7243301793932915, "total_loss": 1.8143769080052152} {"data_time": 0.00979073066264391, "eta_seconds": 178110.977871323, "iteration": 29219, "loss_fcos_cls": 0.33010964235290885, "loss_fcos_ctr": 0.62341742310673, "loss_fcos_loc": 0.22173929552081972, "loss_mask": 0.29346843622624874, "loss_maskiou": 0.0068301425271783955, "loss_sem_seg": 0.33504256745800376, "lr": 0.01, "mask_rcnn/accuracy": 0.8757506885695661, "mask_rcnn/false_negative": 0.10906707446097332, "mask_rcnn/false_positive": 0.12687689645058886, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.5, "time": 0.7383110402151942, "total_loss": 1.7947078508368577} {"data_time": 0.008945541456341743, "eta_seconds": 178161.8018721249, "iteration": 29239, "loss_fcos_cls": 0.317428195849061, "loss_fcos_ctr": 0.6267764559015632, "loss_fcos_loc": 0.23215327505022287, "loss_mask": 0.29351868852972984, "loss_maskiou": 0.006456586066633463, "loss_sem_seg": 0.3274687947705388, "lr": 0.01, "mask_rcnn/accuracy": 0.8734136728503332, "mask_rcnn/false_negative": 0.11500281103621293, "mask_rcnn/false_positive": 0.16001265623451993, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.75, "time": 0.7350596496835351, "total_loss": 1.8476406345580472} {"data_time": 0.010752067901194096, "eta_seconds": 178147.0019832831, "iteration": 29259, "loss_fcos_cls": 0.3154150042682886, "loss_fcos_ctr": 0.6271756114438176, "loss_fcos_loc": 0.22271452203858644, "loss_mask": 0.3008305300027132, "loss_maskiou": 0.00707282069924986, "loss_sem_seg": 0.3407715782523155, "lr": 0.01, "mask_rcnn/accuracy": 0.8689833189769414, "mask_rcnn/false_negative": 0.09279530509630063, "mask_rcnn/false_positive": 0.16946997285412274, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.7516441326588392, "total_loss": 1.7995130822819192} {"data_time": 0.010112404823303223, "eta_seconds": 178036.00756897032, "iteration": 29279, "loss_fcos_cls": 0.29956775018945336, "loss_fcos_ctr": 0.6254207855090499, "loss_fcos_loc": 0.21995978523045778, "loss_mask": 0.2885306109674275, "loss_maskiou": 0.007266407264978625, "loss_sem_seg": 0.3567275870591402, "lr": 0.01, "mask_rcnn/accuracy": 0.880546220892203, "mask_rcnn/false_negative": 0.09330389384761781, "mask_rcnn/false_positive": 0.12813097412315355, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.743796463124454, "total_loss": 1.7859594963374548} {"data_time": 0.010318447835743427, "eta_seconds": 177995.41367367283, "iteration": 29299, "loss_fcos_cls": 0.3038334180600941, "loss_fcos_ctr": 0.6290019256994128, "loss_fcos_loc": 0.23088448750786483, "loss_mask": 0.2972281640395522, "loss_maskiou": 0.007026939689239953, "loss_sem_seg": 0.32873172918334603, "lr": 0.01, "mask_rcnn/accuracy": 0.8614577882435026, "mask_rcnn/false_negative": 0.10176081536637091, "mask_rcnn/false_positive": 0.18351115644550747, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7265347149223089, "total_loss": 1.8182498143287376} {"data_time": 0.009790077805519104, "eta_seconds": 177986.4511913443, "iteration": 29319, "loss_fcos_cls": 0.3117570453323424, "loss_fcos_ctr": 0.6274726679548621, "loss_fcos_loc": 0.23294614377664402, "loss_mask": 0.30886779353022575, "loss_maskiou": 0.00831002215272747, "loss_sem_seg": 0.35730576515197754, "lr": 0.01, "mask_rcnn/accuracy": 0.8606594261882384, "mask_rcnn/false_negative": 0.10830960574230364, "mask_rcnn/false_positive": 0.17666162707998484, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.25, "time": 0.7481662491336465, "total_loss": 1.8664707709249342} {"data_time": 0.009799941442906857, "eta_seconds": 177965.83416819945, "iteration": 29339, "loss_fcos_cls": 0.30308487184811383, "loss_fcos_ctr": 0.6225210940465331, "loss_fcos_loc": 0.22089283831883222, "loss_mask": 0.28568324632942677, "loss_maskiou": 0.007030601307633333, "loss_sem_seg": 0.31828594394028187, "lr": 0.01, "mask_rcnn/accuracy": 0.850479481890956, "mask_rcnn/false_negative": 0.11454307081163535, "mask_rcnn/false_positive": 0.17549731315537695, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.75, "time": 0.7451632954180241, "total_loss": 1.7955252796236891} {"data_time": 0.009957442060112953, "eta_seconds": 177964.1403160598, "iteration": 29359, "loss_fcos_cls": 0.3166065758559853, "loss_fcos_ctr": 0.6260373257100582, "loss_fcos_loc": 0.22624995512887836, "loss_mask": 0.30695944000035524, "loss_maskiou": 0.006925028119439958, "loss_sem_seg": 0.3635530658066273, "lr": 0.01, "mask_rcnn/accuracy": 0.8751157301095561, "mask_rcnn/false_negative": 0.09871417641474405, "mask_rcnn/false_positive": 0.16292559602466783, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.0, "time": 0.7422764161601663, "total_loss": 1.837290085008135} {"data_time": 0.009451369754970074, "eta_seconds": 177992.6223679427, "iteration": 29379, "loss_fcos_cls": 0.29765052953734994, "loss_fcos_ctr": 0.6258955653756857, "loss_fcos_loc": 0.23161969613283873, "loss_mask": 0.31240877136588097, "loss_maskiou": 0.00796090251969872, "loss_sem_seg": 0.3282193555496633, "lr": 0.01, "mask_rcnn/accuracy": 0.8617365342363361, "mask_rcnn/false_negative": 0.10306316024977044, "mask_rcnn/false_positive": 0.14510419022256088, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.7552647348493338, "total_loss": 1.834273170781671} {"data_time": 0.009843801148235798, "eta_seconds": 177939.90847553406, "iteration": 29399, "loss_fcos_cls": 0.31538067082874477, "loss_fcos_ctr": 0.6250887853093445, "loss_fcos_loc": 0.22665662481449544, "loss_mask": 0.3007849073037505, "loss_maskiou": 0.007532237603300018, "loss_sem_seg": 0.3498196746222675, "lr": 0.01, "mask_rcnn/accuracy": 0.8617363497326547, "mask_rcnn/false_negative": 0.11639122048844933, "mask_rcnn/false_positive": 0.16458365961846338, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7343140477314591, "total_loss": 1.838211156973557} {"data_time": 0.009196470491588116, "eta_seconds": 177925.11718967278, "iteration": 29419, "loss_fcos_cls": 0.3073230448644608, "loss_fcos_ctr": 0.6245281798765063, "loss_fcos_loc": 0.22566457407083362, "loss_mask": 0.2979519981890917, "loss_maskiou": 0.007378688103926834, "loss_sem_seg": 0.3564108924474567, "lr": 0.01, "mask_rcnn/accuracy": 0.8743792394302599, "mask_rcnn/false_negative": 0.10728592987913713, "mask_rcnn/false_positive": 0.1699048490978845, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7308016279712319, "total_loss": 1.8446372071484802} {"data_time": 0.009870736859738827, "eta_seconds": 177942.71243817173, "iteration": 29439, "loss_fcos_cls": 0.3038159580901265, "loss_fcos_ctr": 0.6263110497966409, "loss_fcos_loc": 0.23105900874361396, "loss_mask": 0.2993018189445138, "loss_maskiou": 0.006724670616677031, "loss_sem_seg": 0.3721675602719188, "lr": 0.01, "mask_rcnn/accuracy": 0.8690355280482311, "mask_rcnn/false_negative": 0.09102264028928134, "mask_rcnn/false_positive": 0.14660230833955865, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.25, "time": 0.7331157522276044, "total_loss": 1.8282065455714474} {"data_time": 0.010144902393221855, "eta_seconds": 177999.003094865, "iteration": 29459, "loss_fcos_cls": 0.2943741139024496, "loss_fcos_ctr": 0.6237957738339901, "loss_fcos_loc": 0.21296795638045296, "loss_mask": 0.2867775997146964, "loss_maskiou": 0.007224730106827337, "loss_sem_seg": 0.3140464946627617, "lr": 0.01, "mask_rcnn/accuracy": 0.8755010363520408, "mask_rcnn/false_negative": 0.103907434265431, "mask_rcnn/false_positive": 0.14492462528683653, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.755815845914185, "total_loss": 1.7443328055887832} {"data_time": 0.010209739208221436, "eta_seconds": 178032.13573828712, "iteration": 29479, "loss_fcos_cls": 0.30295916460454464, "loss_fcos_ctr": 0.6253885263577104, "loss_fcos_loc": 0.22989255166612566, "loss_mask": 0.29522810876369476, "loss_maskiou": 0.0070333144249161705, "loss_sem_seg": 0.3568404042162001, "lr": 0.01, "mask_rcnn/accuracy": 0.8890729468576773, "mask_rcnn/false_negative": 0.0863366405193933, "mask_rcnn/false_positive": 0.1533398598777811, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7486780174076557, "total_loss": 1.8395320433628513} {"data_time": 0.00977331306785345, "eta_seconds": 178239.73813086748, "iteration": 29499, "loss_fcos_cls": 0.3198855957016349, "loss_fcos_ctr": 0.6242554783821106, "loss_fcos_loc": 0.22576854098588228, "loss_mask": 0.3007294209674001, "loss_maskiou": 0.007219914528832305, "loss_sem_seg": 0.38159531773999333, "lr": 0.01, "mask_rcnn/accuracy": 0.8682273951247166, "mask_rcnn/false_negative": 0.11072754670164847, "mask_rcnn/false_positive": 0.15018349520645952, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 36.75, "time": 0.7561818724498153, "total_loss": 1.8750266190327238} {"data_time": 0.009701516479253769, "eta_seconds": 178314.46316866856, "iteration": 29519, "loss_fcos_cls": 0.3071014084853232, "loss_fcos_ctr": 0.6252457024529576, "loss_fcos_loc": 0.22665619134204462, "loss_mask": 0.30347087513655424, "loss_maskiou": 0.007935356094094459, "loss_sem_seg": 0.3686243826523423, "lr": 0.01, "mask_rcnn/accuracy": 0.8568523542891733, "mask_rcnn/false_negative": 0.09704554854533659, "mask_rcnn/false_positive": 0.1457186633757188, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.7495917323976755, "total_loss": 1.8432468899845844} {"data_time": 0.010445975698530674, "eta_seconds": 178343.60955234244, "iteration": 29539, "loss_fcos_cls": 0.3158864004071802, "loss_fcos_ctr": 0.6242187316529453, "loss_fcos_loc": 0.22023478359915316, "loss_mask": 0.29176415130496025, "loss_maskiou": 0.006728779946570285, "loss_sem_seg": 0.3752976078540087, "lr": 0.01, "mask_rcnn/accuracy": 0.8708701468392235, "mask_rcnn/false_negative": 0.10514007523632149, "mask_rcnn/false_positive": 0.14878999648937596, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.0, "time": 0.7374980412423611, "total_loss": 1.8553287366667064} {"data_time": 0.010372360236942768, "eta_seconds": 178363.58369014878, "iteration": 29559, "loss_fcos_cls": 0.31118030450306833, "loss_fcos_ctr": 0.6251296801492572, "loss_fcos_loc": 0.22844271548092365, "loss_mask": 0.29923896864056587, "loss_maskiou": 0.00789697642903775, "loss_sem_seg": 0.37368526798672974, "lr": 0.01, "mask_rcnn/accuracy": 0.8469888970445691, "mask_rcnn/false_negative": 0.10628174862873355, "mask_rcnn/false_positive": 0.14764578401574668, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7559293918311596, "total_loss": 1.8494581371778622} {"data_time": 0.009738827124238014, "eta_seconds": 178373.65411767084, "iteration": 29579, "loss_fcos_cls": 0.30940793943591416, "loss_fcos_ctr": 0.626522543374449, "loss_fcos_loc": 0.22692291135899723, "loss_mask": 0.2969439239241183, "loss_maskiou": 0.007435598818119615, "loss_sem_seg": 0.34307469986379147, "lr": 0.01, "mask_rcnn/accuracy": 0.8754493478729519, "mask_rcnn/false_negative": 0.08480644650420147, "mask_rcnn/false_positive": 0.16199250684176697, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.25, "time": 0.7472799997776747, "total_loss": 1.7977594921103446} {"data_time": 0.010186685249209404, "eta_seconds": 178363.35931707826, "iteration": 29599, "loss_fcos_cls": 0.2877160985954106, "loss_fcos_ctr": 0.6210201224312186, "loss_fcos_loc": 0.21226195024792105, "loss_mask": 0.27312003541737795, "loss_maskiou": 0.0060376695182640105, "loss_sem_seg": 0.30362206557765603, "lr": 0.01, "mask_rcnn/accuracy": 0.884216286916373, "mask_rcnn/false_negative": 0.09340858338031184, "mask_rcnn/false_positive": 0.1369441595988036, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.25, "time": 0.726768447086215, "total_loss": 1.7318621795857325} {"data_time": 0.009864077903330326, "eta_seconds": 178377.5479970388, "iteration": 29619, "loss_fcos_cls": 0.2865818035788834, "loss_fcos_ctr": 0.621048042550683, "loss_fcos_loc": 0.21723717241548002, "loss_mask": 0.28286774829030037, "loss_maskiou": 0.006372105090122204, "loss_sem_seg": 0.3333403402939439, "lr": 0.01, "mask_rcnn/accuracy": 0.8694332588407264, "mask_rcnn/false_negative": 0.10999456256058648, "mask_rcnn/false_positive": 0.15522925645973573, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7444208152592182, "total_loss": 1.769024875407922} {"data_time": 0.008785026147961617, "eta_seconds": 178333.68167691585, "iteration": 29639, "loss_fcos_cls": 0.3048833501525223, "loss_fcos_ctr": 0.6241353498771787, "loss_fcos_loc": 0.23248993116430938, "loss_mask": 0.29899471439421177, "loss_maskiou": 0.007700389200181235, "loss_sem_seg": 0.31592105608433485, "lr": 0.01, "mask_rcnn/accuracy": 0.8717130243166814, "mask_rcnn/false_negative": 0.11590805362765597, "mask_rcnn/false_positive": 0.16340089104571925, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.728411715477705, "total_loss": 1.799986623460427} {"data_time": 0.010896817781031132, "eta_seconds": 178354.77486537397, "iteration": 29659, "loss_fcos_cls": 0.28581052692607045, "loss_fcos_ctr": 0.625509949401021, "loss_fcos_loc": 0.2318128189072013, "loss_mask": 0.29619569703936577, "loss_maskiou": 0.006814051506808028, "loss_sem_seg": 0.3400648412061855, "lr": 0.01, "mask_rcnn/accuracy": 0.8887014678030303, "mask_rcnn/false_negative": 0.1046503634301405, "mask_rcnn/false_positive": 0.12139868023225647, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.5, "time": 0.7497468385845423, "total_loss": 1.810159221990034} {"data_time": 0.009584255516529083, "eta_seconds": 178471.53394878097, "iteration": 29679, "loss_fcos_cls": 0.3214171323925257, "loss_fcos_ctr": 0.6219574864953756, "loss_fcos_loc": 0.21038764039985836, "loss_mask": 0.28520381450653076, "loss_maskiou": 0.006526774632220622, "loss_sem_seg": 0.34692112589254975, "lr": 0.01, "mask_rcnn/accuracy": 0.8892258433985839, "mask_rcnn/false_negative": 0.0928535912561679, "mask_rcnn/false_positive": 0.1351320775946147, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.25, "time": 0.7516572130843997, "total_loss": 1.815421052495367} {"data_time": 0.009699909947812557, "eta_seconds": 178452.66580736265, "iteration": 29699, "loss_fcos_cls": 0.3015950513072312, "loss_fcos_ctr": 0.6246311506256461, "loss_fcos_loc": 0.23714813380502164, "loss_mask": 0.29565972462296486, "loss_maskiou": 0.007728258795395959, "loss_sem_seg": 0.32973366789519787, "lr": 0.01, "mask_rcnn/accuracy": 0.8733340274885464, "mask_rcnn/false_negative": 0.12763930378459004, "mask_rcnn/false_positive": 0.13198185189612016, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.7221750970929861, "total_loss": 1.8060247894827626} {"data_time": 0.00960872694849968, "eta_seconds": 178387.06318411324, "iteration": 29719, "loss_fcos_cls": 0.29025963810272515, "loss_fcos_ctr": 0.6226828061044216, "loss_fcos_loc": 0.21195425046607852, "loss_mask": 0.2861649924889207, "loss_maskiou": 0.006682290229946375, "loss_sem_seg": 0.2950548930093646, "lr": 0.01, "mask_rcnn/accuracy": 0.8798748821436175, "mask_rcnn/false_negative": 0.08260026605664209, "mask_rcnn/false_positive": 0.1414707850521567, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.0, "time": 0.737382186576724, "total_loss": 1.744904238235904} {"data_time": 0.010025400668382645, "eta_seconds": 178455.92579459958, "iteration": 29739, "loss_fcos_cls": 0.2987672444432974, "loss_fcos_ctr": 0.6260178964585066, "loss_fcos_loc": 0.21920268214307725, "loss_mask": 0.2923944415524602, "loss_maskiou": 0.006941628016647883, "loss_sem_seg": 0.3481718609109521, "lr": 0.01, "mask_rcnn/accuracy": 0.8695254292193068, "mask_rcnn/false_negative": 0.10193173377183809, "mask_rcnn/false_positive": 0.1420570770530628, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7407591082155704, "total_loss": 1.802044333438971} {"data_time": 0.009942305274307728, "eta_seconds": 178441.07062244974, "iteration": 29759, "loss_fcos_cls": 0.2934945992892608, "loss_fcos_ctr": 0.6239355318248272, "loss_fcos_loc": 0.2181977920117788, "loss_mask": 0.2882765755057335, "loss_maskiou": 0.0062567287241108716, "loss_sem_seg": 0.3150712396018207, "lr": 0.01, "mask_rcnn/accuracy": 0.8652135947143236, "mask_rcnn/false_negative": 0.08565894609983077, "mask_rcnn/false_positive": 0.1848762084311238, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.0, "time": 0.7501039411872625, "total_loss": 1.749285152196535} {"data_time": 0.00999373383820057, "eta_seconds": 178397.08981655166, "iteration": 29779, "loss_fcos_cls": 0.3077136995270848, "loss_fcos_ctr": 0.6261173328384757, "loss_fcos_loc": 0.21875938517041504, "loss_mask": 0.2894076770171523, "loss_maskiou": 0.007131115300580859, "loss_sem_seg": 0.340030899271369, "lr": 0.01, "mask_rcnn/accuracy": 0.8743933411130409, "mask_rcnn/false_negative": 0.10873041172978727, "mask_rcnn/false_positive": 0.15529164648671223, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 41.25, "time": 0.7418603440746665, "total_loss": 1.8219904696888989} {"data_time": 0.011113172397017479, "eta_seconds": 178411.36027815007, "iteration": 29799, "loss_fcos_cls": 0.29796095727942884, "loss_fcos_ctr": 0.6245786165818572, "loss_fcos_loc": 0.22608374524861574, "loss_mask": 0.2892369688488543, "loss_maskiou": 0.006961377643165179, "loss_sem_seg": 0.342474197037518, "lr": 0.01, "mask_rcnn/accuracy": 0.8623043711532232, "mask_rcnn/false_negative": 0.07619066030697766, "mask_rcnn/false_positive": 0.16788555582547204, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7285518711432815, "total_loss": 1.7691607382294023} {"data_time": 0.010365349240601063, "eta_seconds": 178246.0255028261, "iteration": 29819, "loss_fcos_cls": 0.2973482708912343, "loss_fcos_ctr": 0.6270744493231177, "loss_fcos_loc": 0.22398469969630241, "loss_mask": 0.29729635547846556, "loss_maskiou": 0.00657264597248286, "loss_sem_seg": 0.36702601984143257, "lr": 0.01, "mask_rcnn/accuracy": 0.86623063896098, "mask_rcnn/false_negative": 0.0820356956945282, "mask_rcnn/false_positive": 0.1936330836884273, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.75, "time": 0.7303216652944684, "total_loss": 1.8020824335253565} {"data_time": 0.009907083585858345, "eta_seconds": 178215.00432998128, "iteration": 29839, "loss_fcos_cls": 0.2978497289586812, "loss_fcos_ctr": 0.6233382597565651, "loss_fcos_loc": 0.21582055976614356, "loss_mask": 0.27841729018837214, "loss_maskiou": 0.006269684396102093, "loss_sem_seg": 0.3296702788211405, "lr": 0.01, "mask_rcnn/accuracy": 0.877342282310249, "mask_rcnn/false_negative": 0.1086136551359439, "mask_rcnn/false_positive": 0.15137416194949582, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.7250738991424441, "total_loss": 1.7612496377550997} {"data_time": 0.011079457588493824, "eta_seconds": 178126.70091222133, "iteration": 29859, "loss_fcos_cls": 0.30031324410811067, "loss_fcos_ctr": 0.6248520817607641, "loss_fcos_loc": 0.22204902535304427, "loss_mask": 0.29653685726225376, "loss_maskiou": 0.0068011303374078125, "loss_sem_seg": 0.32106225565075874, "lr": 0.01, "mask_rcnn/accuracy": 0.8728696265740339, "mask_rcnn/false_negative": 0.10093216822670398, "mask_rcnn/false_positive": 0.14676866632167032, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.5, "time": 0.7177037000656128, "total_loss": 1.7767722893986502} {"data_time": 0.010834649205207825, "eta_seconds": 178111.8657361446, "iteration": 29879, "loss_fcos_cls": 0.30297207832336426, "loss_fcos_ctr": 0.6246744813397527, "loss_fcos_loc": 0.22136800305452198, "loss_mask": 0.2850097995251417, "loss_maskiou": 0.0066678624134510756, "loss_sem_seg": 0.363041348522529, "lr": 0.01, "mask_rcnn/accuracy": 0.8596326365467963, "mask_rcnn/false_negative": 0.10663674809866036, "mask_rcnn/false_positive": 0.2017928812387037, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7525469223037362, "total_loss": 1.798234849324217} {"data_time": 0.009874902665615082, "eta_seconds": 178079.39186279662, "iteration": 29899, "loss_fcos_cls": 0.3124327305704355, "loss_fcos_ctr": 0.6255938103422523, "loss_fcos_loc": 0.22453435650095344, "loss_mask": 0.2752029336988926, "loss_maskiou": 0.006300690212810878, "loss_sem_seg": 0.3367913290858269, "lr": 0.01, "mask_rcnn/accuracy": 0.8537192978288755, "mask_rcnn/false_negative": 0.13141935526968665, "mask_rcnn/false_positive": 0.1433719377527318, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.25, "time": 0.739491268992424, "total_loss": 1.7925653605780099} {"data_time": 0.010112733580172062, "eta_seconds": 178098.9098442765, "iteration": 29919, "loss_fcos_cls": 0.29434695828240365, "loss_fcos_ctr": 0.6221985574811697, "loss_fcos_loc": 0.21315646055154502, "loss_mask": 0.27744554448872805, "loss_maskiou": 0.006472641063737683, "loss_sem_seg": 0.3984410697594285, "lr": 0.01, "mask_rcnn/accuracy": 0.8842539566847147, "mask_rcnn/false_negative": 0.09684149751559193, "mask_rcnn/false_positive": 0.17025961515895505, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 41.5, "time": 0.7459984328597784, "total_loss": 1.8222071365416923} {"data_time": 0.010075878351926804, "eta_seconds": 178084.073275798, "iteration": 29939, "loss_fcos_cls": 0.3014514271635562, "loss_fcos_ctr": 0.6238788142800331, "loss_fcos_loc": 0.2259489456191659, "loss_mask": 0.2786241644062102, "loss_maskiou": 0.006318760453723371, "loss_sem_seg": 0.31434866040945053, "lr": 0.01, "mask_rcnn/accuracy": 0.884111834388928, "mask_rcnn/false_negative": 0.09099405783699233, "mask_rcnn/false_positive": 0.11812844354833006, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7439161753281951, "total_loss": 1.76776304939267} {"data_time": 0.010209856554865837, "eta_seconds": 178086.1918348521, "iteration": 29959, "loss_fcos_cls": 0.31285811867564917, "loss_fcos_ctr": 0.6209026798605919, "loss_fcos_loc": 0.21608212596038356, "loss_mask": 0.2913666907697916, "loss_maskiou": 0.007170859069447033, "loss_sem_seg": 0.34373156167566776, "lr": 0.01, "mask_rcnn/accuracy": 0.8904802972325294, "mask_rcnn/false_negative": 0.08843142654379303, "mask_rcnn/false_positive": 0.15714816978819987, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7435137769207358, "total_loss": 1.7712212373298826} {"data_time": 0.010388234630227089, "eta_seconds": 178105.09810138866, "iteration": 29979, "loss_fcos_cls": 0.3128433225210756, "loss_fcos_ctr": 0.6244944231584668, "loss_fcos_loc": 0.22125941363628954, "loss_mask": 0.2835646579042077, "loss_maskiou": 0.007381270479527302, "loss_sem_seg": 0.3745992761105299, "lr": 0.01, "mask_rcnn/accuracy": 0.8839311586703646, "mask_rcnn/false_negative": 0.09632486780140503, "mask_rcnn/false_positive": 0.1382673895847505, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.5, "time": 0.7577408561483026, "total_loss": 1.816142740455689} {"data_time": 0.009043670259416103, "eta_seconds": 178025.23470306676, "iteration": 29999, "loss_fcos_cls": 0.3034692439250648, "loss_fcos_ctr": 0.6252787373960018, "loss_fcos_loc": 0.22941908426582813, "loss_mask": 0.2830391777679324, "loss_maskiou": 0.006692576003842987, "loss_sem_seg": 0.3386804081965238, "lr": 0.01, "mask_rcnn/accuracy": 0.8840024240215567, "mask_rcnn/false_negative": 0.0810324689904579, "mask_rcnn/false_positive": 0.1672644157864681, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7299596266821027, "total_loss": 1.7832983431435423} {"data_time": 0.010212089866399765, "eta_seconds": 177943.71773936506, "iteration": 30019, "loss_fcos_cls": 0.313296145061031, "loss_fcos_ctr": 0.6268110014498234, "loss_fcos_loc": 0.23269588872790337, "loss_mask": 0.29694592859596014, "loss_maskiou": 0.007150095043471083, "loss_sem_seg": 0.3301150994375348, "lr": 0.01, "mask_rcnn/accuracy": 0.8743321770395502, "mask_rcnn/false_negative": 0.10133236901553902, "mask_rcnn/false_positive": 0.16033512470869682, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.75, "time": 0.7327777538448572, "total_loss": 1.795483658570447} {"data_time": 0.00974730122834444, "eta_seconds": 177995.56395424437, "iteration": 30039, "loss_fcos_cls": 0.3060706665273756, "loss_fcos_ctr": 0.6257110014557838, "loss_fcos_loc": 0.2284894234035164, "loss_mask": 0.2819180805236101, "loss_maskiou": 0.006513007068861043, "loss_sem_seg": 0.33189783757552505, "lr": 0.01, "mask_rcnn/accuracy": 0.8605762957356856, "mask_rcnn/false_negative": 0.09020145508808236, "mask_rcnn/false_positive": 0.18232103770002095, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 37.0, "time": 0.7461393270641565, "total_loss": 1.7847733927847003} {"data_time": 0.010156206786632538, "eta_seconds": 177914.05810502078, "iteration": 30059, "loss_fcos_cls": 0.31229646829888225, "loss_fcos_ctr": 0.6272801393643022, "loss_fcos_loc": 0.2273522731848061, "loss_mask": 0.28962072962895036, "loss_maskiou": 0.006661337800323963, "loss_sem_seg": 0.32674007629975677, "lr": 0.01, "mask_rcnn/accuracy": 0.8849736035495966, "mask_rcnn/false_negative": 0.10085198038719469, "mask_rcnn/false_positive": 0.12926944691293257, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7259300947189331, "total_loss": 1.8146304639813025} {"data_time": 0.009499527513980865, "eta_seconds": 177872.0063478481, "iteration": 30079, "loss_fcos_cls": 0.3095556835178286, "loss_fcos_ctr": 0.6250693080946803, "loss_fcos_loc": 0.2173294434323907, "loss_mask": 0.2889290936291218, "loss_maskiou": 0.006375933582603466, "loss_sem_seg": 0.36851294804364443, "lr": 0.01, "mask_rcnn/accuracy": 0.8808974971670038, "mask_rcnn/false_negative": 0.08878940988379193, "mask_rcnn/false_positive": 0.14307198390352877, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7412413386628032, "total_loss": 1.8117316514762933} {"data_time": 0.009851926937699318, "eta_seconds": 177825.05963757634, "iteration": 30099, "loss_fcos_cls": 0.3074608240276575, "loss_fcos_ctr": 0.6209573866799474, "loss_fcos_loc": 0.21103770937770605, "loss_mask": 0.286936956923455, "loss_maskiou": 0.007066321355523542, "loss_sem_seg": 0.3866404527798295, "lr": 0.01, "mask_rcnn/accuracy": 0.8760196208112875, "mask_rcnn/false_negative": 0.08879063299750953, "mask_rcnn/false_positive": 0.1480770468843613, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.5, "time": 0.7324721841141582, "total_loss": 1.8330025602808746} {"data_time": 0.009735566563904285, "eta_seconds": 177810.23476734757, "iteration": 30119, "loss_fcos_cls": 0.29807451367378235, "loss_fcos_ctr": 0.625110580585897, "loss_fcos_loc": 0.22596082743257284, "loss_mask": 0.28646430280059576, "loss_maskiou": 0.007482502711354755, "loss_sem_seg": 0.32579144136980176, "lr": 0.01, "mask_rcnn/accuracy": 0.8630975943332998, "mask_rcnn/false_negative": 0.10946746181292455, "mask_rcnn/false_positive": 0.15358337507473913, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.7398890657350421, "total_loss": 1.7599735299008898} {"data_time": 0.01035208348184824, "eta_seconds": 177506.92020206805, "iteration": 30139, "loss_fcos_cls": 0.30834360350854695, "loss_fcos_ctr": 0.6253095045685768, "loss_fcos_loc": 0.23164983047172427, "loss_mask": 0.3026511175557971, "loss_maskiou": 0.0070542372413910925, "loss_sem_seg": 0.33236096799373627, "lr": 0.01, "mask_rcnn/accuracy": 0.8688344625484603, "mask_rcnn/false_negative": 0.12025081007783356, "mask_rcnn/false_positive": 0.1276435350565889, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.25, "time": 0.7242934433743358, "total_loss": 1.795635093920282} {"data_time": 0.01054947916418314, "eta_seconds": 177437.73498384096, "iteration": 30159, "loss_fcos_cls": 0.31154489098116755, "loss_fcos_ctr": 0.6269569490104914, "loss_fcos_loc": 0.22957110265269876, "loss_mask": 0.28809817926958203, "loss_maskiou": 0.006887656039907597, "loss_sem_seg": 0.3858787538483739, "lr": 0.01, "mask_rcnn/accuracy": 0.8639746199026058, "mask_rcnn/false_negative": 0.11389710641069711, "mask_rcnn/false_positive": 0.1506332152328897, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 42.25, "time": 0.737871021963656, "total_loss": 1.8646527489327127} {"data_time": 0.010113119147717953, "eta_seconds": 177461.94891525153, "iteration": 30179, "loss_fcos_cls": 0.31481929612345994, "loss_fcos_ctr": 0.6272478457540274, "loss_fcos_loc": 0.2328185848891735, "loss_mask": 0.29036869015544653, "loss_maskiou": 0.00732928846264258, "loss_sem_seg": 0.37100230110809207, "lr": 0.01, "mask_rcnn/accuracy": 0.8752004079162927, "mask_rcnn/false_negative": 0.09059217415733706, "mask_rcnn/false_positive": 0.1753928880458579, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.7439517760649323, "total_loss": 1.8775983039813582} {"data_time": 0.010375653393566608, "eta_seconds": 177477.09866074752, "iteration": 30199, "loss_fcos_cls": 0.3166350517421961, "loss_fcos_ctr": 0.6233413247391582, "loss_fcos_loc": 0.2311095295008272, "loss_mask": 0.30339548271149397, "loss_maskiou": 0.0067784874845528975, "loss_sem_seg": 0.3517017038539052, "lr": 0.01, "mask_rcnn/accuracy": 0.8665177998423088, "mask_rcnn/false_negative": 0.09399082645026363, "mask_rcnn/false_positive": 0.15873035922077167, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.0, "time": 0.7377665294334292, "total_loss": 1.8173552301013842} {"data_time": 0.010295280255377293, "eta_seconds": 177589.8930263305, "iteration": 30219, "loss_fcos_cls": 0.28754570754244924, "loss_fcos_ctr": 0.6243697302415967, "loss_fcos_loc": 0.21819381939712912, "loss_mask": 0.28893252927809954, "loss_maskiou": 0.007042303855996579, "loss_sem_seg": 0.31931486749090254, "lr": 0.01, "mask_rcnn/accuracy": 0.8748077211262143, "mask_rcnn/false_negative": 0.10894552514915537, "mask_rcnn/false_positive": 0.13631213631328482, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7579888114705682, "total_loss": 1.710406746395165} {"data_time": 0.009882084093987942, "eta_seconds": 177679.12837490812, "iteration": 30239, "loss_fcos_cls": 0.30066873226314783, "loss_fcos_ctr": 0.6256169136613607, "loss_fcos_loc": 0.22041846346110106, "loss_mask": 0.2829148303717375, "loss_maskiou": 0.007024052232736722, "loss_sem_seg": 0.31667793029919267, "lr": 0.01, "mask_rcnn/accuracy": 0.869514746688149, "mask_rcnn/false_negative": 0.10874399253904947, "mask_rcnn/false_positive": 0.12693296589997427, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7438765112310648, "total_loss": 1.7502657451550476} {"data_time": 0.010493438690900803, "eta_seconds": 177598.36127764452, "iteration": 30259, "loss_fcos_cls": 0.3054784657433629, "loss_fcos_ctr": 0.6263140034861863, "loss_fcos_loc": 0.22768386616371572, "loss_mask": 0.2859273310750723, "loss_maskiou": 0.006281768997723702, "loss_sem_seg": 0.3362437440082431, "lr": 0.01, "mask_rcnn/accuracy": 0.8801630521959514, "mask_rcnn/false_negative": 0.08323733921203927, "mask_rcnn/false_positive": 0.1860495006520812, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.7399302683770657, "total_loss": 1.7861624801444123} {"data_time": 0.009313411079347134, "eta_seconds": 177545.45500337798, "iteration": 30279, "loss_fcos_cls": 0.30123442772310227, "loss_fcos_ctr": 0.625098998658359, "loss_fcos_loc": 0.22275511641055346, "loss_mask": 0.2823583297431469, "loss_maskiou": 0.006618715786316898, "loss_sem_seg": 0.32527333591133356, "lr": 0.01, "mask_rcnn/accuracy": 0.8687989334647751, "mask_rcnn/false_negative": 0.10665886545748793, "mask_rcnn/false_positive": 0.15906104652412745, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7293674014508724, "total_loss": 1.7811773787107086} {"data_time": 0.009991955943405628, "eta_seconds": 177530.64232906047, "iteration": 30299, "loss_fcos_cls": 0.3066621539182961, "loss_fcos_ctr": 0.6252340702340007, "loss_fcos_loc": 0.22459833370521665, "loss_mask": 0.29765314515680075, "loss_maskiou": 0.007373704356723465, "loss_sem_seg": 0.36197112407535315, "lr": 0.01, "mask_rcnn/accuracy": 0.8496865099954429, "mask_rcnn/false_negative": 0.10927910600087246, "mask_rcnn/false_positive": 0.15435317496491735, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7343225115910172, "total_loss": 1.8120297489949735} {"data_time": 0.00975770317018032, "eta_seconds": 177358.35217915196, "iteration": 30319, "loss_fcos_cls": 0.3096987181343138, "loss_fcos_ctr": 0.6239999113604426, "loss_fcos_loc": 0.21944957366213202, "loss_mask": 0.29551137425005436, "loss_maskiou": 0.007469818723620847, "loss_sem_seg": 0.31827368680387735, "lr": 0.01, "mask_rcnn/accuracy": 0.8519767469199662, "mask_rcnn/false_negative": 0.09373032727299124, "mask_rcnn/false_positive": 0.1461456948661135, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.25, "time": 0.7311026807874441, "total_loss": 1.8020017097733216} {"data_time": 0.009424000978469849, "eta_seconds": 177308.580063927, "iteration": 30339, "loss_fcos_cls": 0.32291226903907955, "loss_fcos_ctr": 0.6229646038264036, "loss_fcos_loc": 0.22253636876121163, "loss_mask": 0.2834558840841055, "loss_maskiou": 0.006364422915794421, "loss_sem_seg": 0.342176444362849, "lr": 0.01, "mask_rcnn/accuracy": 0.8764203066430654, "mask_rcnn/false_negative": 0.10040842474394554, "mask_rcnn/false_positive": 0.15955861224688472, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7376226224005222, "total_loss": 1.8092024713405408} {"data_time": 0.010288916528224945, "eta_seconds": 177233.34145521093, "iteration": 30359, "loss_fcos_cls": 0.3058412680402398, "loss_fcos_ctr": 0.6222897078841925, "loss_fcos_loc": 0.21342008537612855, "loss_mask": 0.2838945519179106, "loss_maskiou": 0.006965416221646592, "loss_sem_seg": 0.3097305130213499, "lr": 0.01, "mask_rcnn/accuracy": 0.8593290577100405, "mask_rcnn/false_negative": 0.0991690191465627, "mask_rcnn/false_positive": 0.2004726770507821, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7265343824401498, "total_loss": 1.7424421804607846} {"data_time": 0.00985660683363676, "eta_seconds": 177040.57021271996, "iteration": 30379, "loss_fcos_cls": 0.29351581120863557, "loss_fcos_ctr": 0.6259399866685271, "loss_fcos_loc": 0.22354255511891097, "loss_mask": 0.2890530787408352, "loss_maskiou": 0.00642318872269243, "loss_sem_seg": 0.3407858433201909, "lr": 0.01, "mask_rcnn/accuracy": 0.8725021258503401, "mask_rcnn/false_negative": 0.08409426956248793, "mask_rcnn/false_positive": 0.16042157111293287, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.0, "time": 0.7215467942878604, "total_loss": 1.7896468574617757} {"data_time": 0.009220737032592297, "eta_seconds": 177159.8994488502, "iteration": 30399, "loss_fcos_cls": 0.3103536758571863, "loss_fcos_ctr": 0.6225446062162519, "loss_fcos_loc": 0.22323103668168187, "loss_mask": 0.2814307427033782, "loss_maskiou": 0.00643315288471058, "loss_sem_seg": 0.3486555637791753, "lr": 0.01, "mask_rcnn/accuracy": 0.8678977272727273, "mask_rcnn/false_negative": 0.10859535175245166, "mask_rcnn/false_positive": 0.15878293088412193, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7450472768396139, "total_loss": 1.7792215520748869} {"data_time": 0.01081892754882574, "eta_seconds": 177212.7409451669, "iteration": 30419, "loss_fcos_cls": 0.31173289055004716, "loss_fcos_ctr": 0.626000520773232, "loss_fcos_loc": 0.24122842005454004, "loss_mask": 0.30837735906243324, "loss_maskiou": 0.006721527068293653, "loss_sem_seg": 0.38751718355342746, "lr": 0.01, "mask_rcnn/accuracy": 0.8576127819548872, "mask_rcnn/false_negative": 0.10746166557166743, "mask_rcnn/false_positive": 0.149494919003955, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.0, "time": 0.7685229117050767, "total_loss": 1.884358414572489} {"data_time": 0.011100971139967442, "eta_seconds": 177197.9473896725, "iteration": 30439, "loss_fcos_cls": 0.3029359416104853, "loss_fcos_ctr": 0.6230084644630551, "loss_fcos_loc": 0.22334714967291802, "loss_mask": 0.2942760093137622, "loss_maskiou": 0.006627276248764247, "loss_sem_seg": 0.37258852273225784, "lr": 0.01, "mask_rcnn/accuracy": 0.8685647129608246, "mask_rcnn/false_negative": 0.10118884227048328, "mask_rcnn/false_positive": 0.14473467631984638, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7376428348943591, "total_loss": 1.8402823135838844} {"data_time": 0.010958417318761349, "eta_seconds": 176946.0969014056, "iteration": 30459, "loss_fcos_cls": 0.3049996830523014, "loss_fcos_ctr": 0.6246406473219395, "loss_fcos_loc": 0.21432537282817066, "loss_mask": 0.2802727548405528, "loss_maskiou": 0.00695978994917823, "loss_sem_seg": 0.3340753153897822, "lr": 0.01, "mask_rcnn/accuracy": 0.8728512966682989, "mask_rcnn/false_negative": 0.10230533118933785, "mask_rcnn/false_positive": 0.1369746943427939, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7353669619187713, "total_loss": 1.7811142307182308} {"data_time": 0.010673806071281433, "eta_seconds": 176966.6866339799, "iteration": 30479, "loss_fcos_cls": 0.3045133431442082, "loss_fcos_ctr": 0.6256053312681615, "loss_fcos_loc": 0.21847396052908152, "loss_mask": 0.2968983417376876, "loss_maskiou": 0.007532736752182245, "loss_sem_seg": 0.32864385237917304, "lr": 0.01, "mask_rcnn/accuracy": 0.8472800156448834, "mask_rcnn/false_negative": 0.11163030546590427, "mask_rcnn/false_positive": 0.18343365024679087, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7579789962619543, "total_loss": 1.7632004961633356} {"data_time": 0.01042264699935913, "eta_seconds": 176884.33432199806, "iteration": 30499, "loss_fcos_cls": 0.3024995382875204, "loss_fcos_ctr": 0.6246206425130367, "loss_fcos_loc": 0.21570117119699717, "loss_mask": 0.2839039098471403, "loss_maskiou": 0.006777285554562695, "loss_sem_seg": 0.38334882631897926, "lr": 0.01, "mask_rcnn/accuracy": 0.8701072294822294, "mask_rcnn/false_negative": 0.09622264128179957, "mask_rcnn/false_positive": 0.1576489619896283, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.25, "time": 0.7547987494617701, "total_loss": 1.7992395792971365} {"data_time": 0.009935368783771992, "eta_seconds": 176869.56324928254, "iteration": 30519, "loss_fcos_cls": 0.3019368704408407, "loss_fcos_ctr": 0.6226793550886214, "loss_fcos_loc": 0.21445959981065243, "loss_mask": 0.29672188637778163, "loss_maskiou": 0.0074267110612709075, "loss_sem_seg": 0.3148485030978918, "lr": 0.01, "mask_rcnn/accuracy": 0.8644065370255847, "mask_rcnn/false_negative": 0.11358659773393788, "mask_rcnn/false_positive": 0.15491506958936174, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.75, "time": 0.7394843837246299, "total_loss": 1.7818439734983258} {"data_time": 0.010729458183050156, "eta_seconds": 176829.66859574802, "iteration": 30539, "loss_fcos_cls": 0.29570202762261033, "loss_fcos_ctr": 0.6229850640520453, "loss_fcos_loc": 0.22203730803448707, "loss_mask": 0.2844990184530616, "loss_maskiou": 0.007211102260043845, "loss_sem_seg": 0.3147386619821191, "lr": 0.01, "mask_rcnn/accuracy": 0.8855739171235336, "mask_rcnn/false_negative": 0.11426697290602421, "mask_rcnn/false_positive": 0.11364868256521748, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 39.25, "time": 0.7344807898625731, "total_loss": 1.7286152084416244} {"data_time": 0.010073939338326454, "eta_seconds": 176697.14236565586, "iteration": 30559, "loss_fcos_cls": 0.3189457089174539, "loss_fcos_ctr": 0.6232089381664991, "loss_fcos_loc": 0.22263793041929603, "loss_mask": 0.30034703202545643, "loss_maskiou": 0.007667839323403314, "loss_sem_seg": 0.362551330588758, "lr": 0.01, "mask_rcnn/accuracy": 0.8698457240038873, "mask_rcnn/false_negative": 0.12357400902452725, "mask_rcnn/false_positive": 0.15222504466615902, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7608560984954238, "total_loss": 1.8382304155966267} {"data_time": 0.009703882038593292, "eta_seconds": 176552.86969487742, "iteration": 30579, "loss_fcos_cls": 0.3159355674870312, "loss_fcos_ctr": 0.6253377012908459, "loss_fcos_loc": 0.22165609220974147, "loss_mask": 0.3046794421970844, "loss_maskiou": 0.007351552689215168, "loss_sem_seg": 0.35482084029354155, "lr": 0.01, "mask_rcnn/accuracy": 0.8718211816342463, "mask_rcnn/false_negative": 0.0996189666959085, "mask_rcnn/false_positive": 0.1827432642027976, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.727873264811933, "total_loss": 1.8490067149396054} {"data_time": 0.00976860336959362, "eta_seconds": 176493.68241453357, "iteration": 30599, "loss_fcos_cls": 0.29269932862371206, "loss_fcos_ctr": 0.6254789605736732, "loss_fcos_loc": 0.22789388429373503, "loss_mask": 0.28684833366423845, "loss_maskiou": 0.00672371570544783, "loss_sem_seg": 0.3419765620492399, "lr": 0.01, "mask_rcnn/accuracy": 0.8703634142517442, "mask_rcnn/false_negative": 0.1217979034766907, "mask_rcnn/false_positive": 0.1333480194681385, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 42.5, "time": 0.7280700001865625, "total_loss": 1.7921910513105104} {"data_time": 0.009342639707028866, "eta_seconds": 176770.592698263, "iteration": 30619, "loss_fcos_cls": 0.31332520907744765, "loss_fcos_ctr": 0.6256709173321724, "loss_fcos_loc": 0.22279477259144187, "loss_mask": 0.2890965510159731, "loss_maskiou": 0.006116604970884509, "loss_sem_seg": 0.3240201477892697, "lr": 0.01, "mask_rcnn/accuracy": 0.8710741176134633, "mask_rcnn/false_negative": 0.0967207649855459, "mask_rcnn/false_positive": 0.16191919143162284, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7579689780250192, "total_loss": 1.77844668666512} {"data_time": 0.009169119410216808, "eta_seconds": 176780.9368129894, "iteration": 30639, "loss_fcos_cls": 0.30178752820938826, "loss_fcos_ctr": 0.6233223145827651, "loss_fcos_loc": 0.22236929275095463, "loss_mask": 0.3046815386041999, "loss_maskiou": 0.007051192776998505, "loss_sem_seg": 0.34253018628805876, "lr": 0.01, "mask_rcnn/accuracy": 0.881236918497907, "mask_rcnn/false_negative": 0.10079864944678979, "mask_rcnn/false_positive": 0.148723961218156, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.736113665625453, "total_loss": 1.7944121033942793} {"data_time": 0.009868858382105827, "eta_seconds": 176340.39408455882, "iteration": 30659, "loss_fcos_cls": 0.3195745381526649, "loss_fcos_ctr": 0.6261496040970087, "loss_fcos_loc": 0.2285950203659013, "loss_mask": 0.29879956785589457, "loss_maskiou": 0.007077151531120762, "loss_sem_seg": 0.3697848883457482, "lr": 0.01, "mask_rcnn/accuracy": 0.8521004505698383, "mask_rcnn/false_negative": 0.10183250456690979, "mask_rcnn/false_positive": 0.16333306752565768, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.5, "time": 0.7286288887262344, "total_loss": 1.8415822825190844} {"data_time": 0.010301539674401283, "eta_seconds": 176282.60789735336, "iteration": 30679, "loss_fcos_cls": 0.3063674985896796, "loss_fcos_ctr": 0.6256910217925906, "loss_fcos_loc": 0.22172775794751942, "loss_mask": 0.2829540651291609, "loss_maskiou": 0.0067163439525756985, "loss_sem_seg": 0.3462162441574037, "lr": 0.01, "mask_rcnn/accuracy": 0.8807852792279702, "mask_rcnn/false_negative": 0.10566292538837666, "mask_rcnn/false_positive": 0.1260050007146672, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.7359941760078073, "total_loss": 1.8048502522724448} {"data_time": 0.01045234501361847, "eta_seconds": 176326.6917873798, "iteration": 30699, "loss_fcos_cls": 0.317766647785902, "loss_fcos_ctr": 0.6281658122316003, "loss_fcos_loc": 0.2308062018128112, "loss_mask": 0.2881339155137539, "loss_maskiou": 0.007097436260664836, "loss_sem_seg": 0.33109514368698, "lr": 0.01, "mask_rcnn/accuracy": 0.8754472833713904, "mask_rcnn/false_negative": 0.09260178809807146, "mask_rcnn/false_positive": 0.1394639762368472, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7550687417387962, "total_loss": 1.798792085639434} {"data_time": 0.009771646000444889, "eta_seconds": 176405.21477283724, "iteration": 30719, "loss_fcos_cls": 0.30273313843645155, "loss_fcos_ctr": 0.6244977647438645, "loss_fcos_loc": 0.22039432334713638, "loss_mask": 0.2841116711497307, "loss_maskiou": 0.006662894185865298, "loss_sem_seg": 0.3418754544109106, "lr": 0.01, "mask_rcnn/accuracy": 0.8829365079365079, "mask_rcnn/false_negative": 0.11233580330692505, "mask_rcnn/false_positive": 0.13440368951569204, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.75, "time": 0.7387207634747028, "total_loss": 1.7722387696921942} {"data_time": 0.010968324728310108, "eta_seconds": 176297.91294483934, "iteration": 30739, "loss_fcos_cls": 0.30142244906164706, "loss_fcos_ctr": 0.6216883780434728, "loss_fcos_loc": 0.21716631529852748, "loss_mask": 0.2860697405412793, "loss_maskiou": 0.00688848526624497, "loss_sem_seg": 0.33038406632840633, "lr": 0.01, "mask_rcnn/accuracy": 0.902601953252697, "mask_rcnn/false_negative": 0.10117338417777424, "mask_rcnn/false_positive": 0.09175567708669011, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.734640184789896, "total_loss": 1.7503623519660323} {"data_time": 0.009818034246563911, "eta_seconds": 176248.43746007793, "iteration": 30759, "loss_fcos_cls": 0.29794392199255526, "loss_fcos_ctr": 0.625613134354353, "loss_fcos_loc": 0.22960693342611194, "loss_mask": 0.27872772701084614, "loss_maskiou": 0.006497918104287237, "loss_sem_seg": 0.3616699930280447, "lr": 0.01, "mask_rcnn/accuracy": 0.8604410953735415, "mask_rcnn/false_negative": 0.12178718643348649, "mask_rcnn/false_positive": 0.16421660803561505, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.25, "time": 0.7265730472281575, "total_loss": 1.8055141875956906} {"data_time": 0.01072270330041647, "eta_seconds": 176133.13165783696, "iteration": 30779, "loss_fcos_cls": 0.2961209388449788, "loss_fcos_ctr": 0.6240972531959414, "loss_fcos_loc": 0.21409279759973288, "loss_mask": 0.28822341468185186, "loss_maskiou": 0.0070278656221489655, "loss_sem_seg": 0.34191080648452044, "lr": 0.01, "mask_rcnn/accuracy": 0.8838200489986203, "mask_rcnn/false_negative": 0.10905941512953202, "mask_rcnn/false_positive": 0.14299931326368426, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7250812072306871, "total_loss": 1.7614584840121097} {"data_time": 0.010346915572881699, "eta_seconds": 176231.170821324, "iteration": 30799, "loss_fcos_cls": 0.3082456791307777, "loss_fcos_ctr": 0.6265242914669216, "loss_fcos_loc": 0.2294480325654149, "loss_mask": 0.29050858318805695, "loss_maskiou": 0.006437902440666221, "loss_sem_seg": 0.35029109893366694, "lr": 0.01, "mask_rcnn/accuracy": 0.8848599602541356, "mask_rcnn/false_negative": 0.08818324383555283, "mask_rcnn/false_positive": 0.15569280562811444, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7496071867644787, "total_loss": 1.8062400565559074} {"data_time": 0.009764100424945354, "eta_seconds": 176222.5101321498, "iteration": 30819, "loss_fcos_cls": 0.3100803473498672, "loss_fcos_ctr": 0.6265866821631789, "loss_fcos_loc": 0.2249437590362504, "loss_mask": 0.2751502590253949, "loss_maskiou": 0.006765384503523819, "loss_sem_seg": 0.37166847195476294, "lr": 0.01, "mask_rcnn/accuracy": 0.8750540175086428, "mask_rcnn/false_negative": 0.09197433034847105, "mask_rcnn/false_positive": 0.16131775885860916, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.75, "time": 0.7312833443284035, "total_loss": 1.8108594837976852} {"data_time": 0.009477651678025723, "eta_seconds": 176332.04954244196, "iteration": 30839, "loss_fcos_cls": 0.31322791799902916, "loss_fcos_ctr": 0.6236967495642602, "loss_fcos_loc": 0.21965327498037368, "loss_mask": 0.278102139942348, "loss_maskiou": 0.006090862247219775, "loss_sem_seg": 0.34138253633864224, "lr": 0.01, "mask_rcnn/accuracy": 0.8837171837194466, "mask_rcnn/false_negative": 0.07593279874472288, "mask_rcnn/false_positive": 0.12623523063124792, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.25, "time": 0.7412385726347566, "total_loss": 1.7938714116899064} {"data_time": 0.009255200624465942, "eta_seconds": 176596.38438575994, "iteration": 30859, "loss_fcos_cls": 0.3071021770592779, "loss_fcos_ctr": 0.6264941086992621, "loss_fcos_loc": 0.2286572076845914, "loss_mask": 0.3002459676936269, "loss_maskiou": 0.00671392997901421, "loss_sem_seg": 0.35367959970608354, "lr": 0.01, "mask_rcnn/accuracy": 0.8773424692457628, "mask_rcnn/false_negative": 0.10335930769693236, "mask_rcnn/false_positive": 0.1383028675199184, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.0, "time": 0.7590615311637521, "total_loss": 1.814560520579107} {"data_time": 0.01041983999311924, "eta_seconds": 176445.2691637231, "iteration": 30879, "loss_fcos_cls": 0.3210657035233453, "loss_fcos_ctr": 0.6266296952962875, "loss_fcos_loc": 0.2288615983852651, "loss_mask": 0.2873360188677907, "loss_maskiou": 0.006956885627005249, "loss_sem_seg": 0.36095651891082525, "lr": 0.01, "mask_rcnn/accuracy": 0.8764751552795031, "mask_rcnn/false_negative": 0.10069920497506235, "mask_rcnn/false_positive": 0.14160064866295766, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.0, "time": 0.7343244105577469, "total_loss": 1.8190536484617041} {"data_time": 0.009629899635910988, "eta_seconds": 176190.4022284951, "iteration": 30899, "loss_fcos_cls": 0.3099193684756756, "loss_fcos_ctr": 0.6240439834073186, "loss_fcos_loc": 0.22786116308998317, "loss_mask": 0.2958424985408783, "loss_maskiou": 0.006655409611994401, "loss_sem_seg": 0.3644090434536338, "lr": 0.01, "mask_rcnn/accuracy": 0.8767091203727149, "mask_rcnn/false_negative": 0.09140891067026023, "mask_rcnn/false_positive": 0.15255156563323757, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 25.0, "time": 0.728293415158987, "total_loss": 1.8535005361954973} {"data_time": 0.010218093171715736, "eta_seconds": 176175.66448986344, "iteration": 30919, "loss_fcos_cls": 0.3043849738314748, "loss_fcos_ctr": 0.6248398628085852, "loss_fcos_loc": 0.22530792572069913, "loss_mask": 0.28727817069739103, "loss_maskiou": 0.006781347838114016, "loss_sem_seg": 0.3492363067343831, "lr": 0.01, "mask_rcnn/accuracy": 0.8816512427481815, "mask_rcnn/false_negative": 0.0974542880954698, "mask_rcnn/false_positive": 0.14566564192733306, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7555012730881572, "total_loss": 1.8089100908473483} {"data_time": 0.010583218187093735, "eta_seconds": 176134.09716784302, "iteration": 30939, "loss_fcos_cls": 0.3022705304902047, "loss_fcos_ctr": 0.6265197359025478, "loss_fcos_loc": 0.22226667520590127, "loss_mask": 0.2866685539484024, "loss_maskiou": 0.007243681568070315, "loss_sem_seg": 0.3627554390113801, "lr": 0.01, "mask_rcnn/accuracy": 0.865009166881393, "mask_rcnn/false_negative": 0.08188648037740401, "mask_rcnn/false_positive": 0.2078787414491461, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 42.5, "time": 0.7317524394020438, "total_loss": 1.8402310196543112} {"data_time": 0.00954457838088274, "eta_seconds": 176123.02718255483, "iteration": 30959, "loss_fcos_cls": 0.31267949426546693, "loss_fcos_ctr": 0.6274776831269264, "loss_fcos_loc": 0.23300031630787998, "loss_mask": 0.3009062223136425, "loss_maskiou": 0.007364858058281243, "loss_sem_seg": 0.33076743548735976, "lr": 0.01, "mask_rcnn/accuracy": 0.8577672497570457, "mask_rcnn/false_negative": 0.11150777978835846, "mask_rcnn/false_positive": 0.1570509289113226, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.75, "time": 0.7491307156160474, "total_loss": 1.8237520650727674} {"data_time": 0.010831508785486221, "eta_seconds": 176104.62617974076, "iteration": 30979, "loss_fcos_cls": 0.30012164742220193, "loss_fcos_ctr": 0.622904353775084, "loss_fcos_loc": 0.2222064936067909, "loss_mask": 0.2751769293099642, "loss_maskiou": 0.006532997329486534, "loss_sem_seg": 0.35295389872044325, "lr": 0.01, "mask_rcnn/accuracy": 0.8952695805086234, "mask_rcnn/false_negative": 0.08200117220619609, "mask_rcnn/false_positive": 0.14501935571237617, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.75, "time": 0.732879095710814, "total_loss": 1.7863058367802296} {"data_time": 0.009176712483167648, "eta_seconds": 176116.71353533678, "iteration": 30999, "loss_fcos_cls": 0.305749838007614, "loss_fcos_ctr": 0.623123861849308, "loss_fcos_loc": 0.21940606622956693, "loss_mask": 0.29216098692268133, "loss_maskiou": 0.007304183804080822, "loss_sem_seg": 0.35488124564290047, "lr": 0.01, "mask_rcnn/accuracy": 0.8719198896076288, "mask_rcnn/false_negative": 0.09604109077770989, "mask_rcnn/false_positive": 0.14923974983171892, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 41.25, "time": 0.7364816982299089, "total_loss": 1.8035096896855976} {"data_time": 0.010821289382874966, "eta_seconds": 176199.33656282723, "iteration": 31019, "loss_fcos_cls": 0.3243822189979255, "loss_fcos_ctr": 0.6247935276478529, "loss_fcos_loc": 0.22075493610464036, "loss_mask": 0.29373337235301733, "loss_maskiou": 0.0073351756582269445, "loss_sem_seg": 0.3558216062374413, "lr": 0.01, "mask_rcnn/accuracy": 0.8736156708014275, "mask_rcnn/false_negative": 0.10425634398256248, "mask_rcnn/false_positive": 0.14312621679583762, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7451845007017255, "total_loss": 1.8358852071032743} {"data_time": 0.009791526943445206, "eta_seconds": 176064.08397961222, "iteration": 31039, "loss_fcos_cls": 0.2982474770396948, "loss_fcos_ctr": 0.624623563606292, "loss_fcos_loc": 0.21726667031180114, "loss_mask": 0.28861119505017996, "loss_maskiou": 0.006387204583006678, "loss_sem_seg": 0.31130310287699103, "lr": 0.01, "mask_rcnn/accuracy": 0.8638651647692659, "mask_rcnn/false_negative": 0.10610329210880262, "mask_rcnn/false_positive": 0.14149625232741966, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7341964216902852, "total_loss": 1.768512431459385} {"data_time": 0.010833512991666794, "eta_seconds": 176114.16549374443, "iteration": 31059, "loss_fcos_cls": 0.29167889757081866, "loss_fcos_ctr": 0.625437792390585, "loss_fcos_loc": 0.22434498358052224, "loss_mask": 0.2859433935955167, "loss_maskiou": 0.006820930026151473, "loss_sem_seg": 0.3269012374803424, "lr": 0.01, "mask_rcnn/accuracy": 0.8677512671735361, "mask_rcnn/false_negative": 0.12385369260864856, "mask_rcnn/false_positive": 0.13324447333661213, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7281410871073604, "total_loss": 1.7904414675176668} {"data_time": 0.00981123372912407, "eta_seconds": 176099.42426762637, "iteration": 31079, "loss_fcos_cls": 0.2942895495798439, "loss_fcos_ctr": 0.6236236398108304, "loss_fcos_loc": 0.21997209009714425, "loss_mask": 0.2917189374566078, "loss_maskiou": 0.006764716159523232, "loss_sem_seg": 0.34037211316172034, "lr": 0.01, "mask_rcnn/accuracy": 0.8855968093759243, "mask_rcnn/false_negative": 0.1029253091433206, "mask_rcnn/false_positive": 0.12370546108964672, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7450010646134615, "total_loss": 1.7571803202154115} {"data_time": 0.010129056870937347, "eta_seconds": 176203.31745348312, "iteration": 31099, "loss_fcos_cls": 0.30695030745118856, "loss_fcos_ctr": 0.6232251967303455, "loss_fcos_loc": 0.21622110065072775, "loss_mask": 0.2821844816207886, "loss_maskiou": 0.007249721616972238, "loss_sem_seg": 0.337710783816874, "lr": 0.01, "mask_rcnn/accuracy": 0.8744996075353219, "mask_rcnn/false_negative": 0.07955818522845329, "mask_rcnn/false_positive": 0.1707184537586015, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.0, "time": 0.7483785664662719, "total_loss": 1.7754772082553245} {"data_time": 0.010155711323022842, "eta_seconds": 176069.94181539025, "iteration": 31119, "loss_fcos_cls": 0.3147443225607276, "loss_fcos_ctr": 0.6269331136718392, "loss_fcos_loc": 0.23083362565375865, "loss_mask": 0.2974170036613941, "loss_maskiou": 0.006931635631190147, "loss_sem_seg": 0.349436542019248, "lr": 0.01, "mask_rcnn/accuracy": 0.8799388505402161, "mask_rcnn/false_negative": 0.08197970978625416, "mask_rcnn/false_positive": 0.18417643604600092, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7331999083980918, "total_loss": 1.845105267035251} {"data_time": 0.009443772956728935, "eta_seconds": 176338.94514778256, "iteration": 31139, "loss_fcos_cls": 0.3118740040808916, "loss_fcos_ctr": 0.6256257696077228, "loss_fcos_loc": 0.22578521142713726, "loss_mask": 0.2926353579387069, "loss_maskiou": 0.006721929712512065, "loss_sem_seg": 0.35531838284805417, "lr": 0.01, "mask_rcnn/accuracy": 0.8905778652802462, "mask_rcnn/false_negative": 0.10612617600805271, "mask_rcnn/false_positive": 0.14706944423442472, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7495793262496591, "total_loss": 1.799606549247983} {"data_time": 0.011319572106003761, "eta_seconds": 176390.59548362624, "iteration": 31159, "loss_fcos_cls": 0.32186318235471845, "loss_fcos_ctr": 0.6244683740660548, "loss_fcos_loc": 0.22804451500996947, "loss_mask": 0.29375960398465395, "loss_maskiou": 0.007284991690539755, "loss_sem_seg": 0.3076396584510803, "lr": 0.01, "mask_rcnn/accuracy": 0.8700176798268775, "mask_rcnn/false_negative": 0.09301187932020691, "mask_rcnn/false_positive": 0.15518585711823135, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.748601752333343, "total_loss": 1.8006804793694755} {"data_time": 0.0102298678830266, "eta_seconds": 176223.90181936976, "iteration": 31179, "loss_fcos_cls": 0.3055930018890649, "loss_fcos_ctr": 0.6251182099804282, "loss_fcos_loc": 0.21910358895547688, "loss_mask": 0.2963961660861969, "loss_maskiou": 0.0069231402085279115, "loss_sem_seg": 0.3809092966839671, "lr": 0.01, "mask_rcnn/accuracy": 0.8902725563909775, "mask_rcnn/false_negative": 0.10372476822468038, "mask_rcnn/false_positive": 0.11309846667953365, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.5, "time": 0.735339367762208, "total_loss": 1.8201296878687572} {"data_time": 0.010765175335109234, "eta_seconds": 176160.96932252403, "iteration": 31199, "loss_fcos_cls": 0.32602768833748996, "loss_fcos_ctr": 0.6261059334501624, "loss_fcos_loc": 0.23103091539815068, "loss_mask": 0.2911603907123208, "loss_maskiou": 0.007283736515091732, "loss_sem_seg": 0.35077006183564663, "lr": 0.01, "mask_rcnn/accuracy": 0.8625092982183928, "mask_rcnn/false_negative": 0.12244826671142359, "mask_rcnn/false_positive": 0.17214304673860512, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 40.0, "time": 0.7271144390106201, "total_loss": 1.8375072094495408} {"data_time": 0.009959998540580273, "eta_seconds": 176114.81050669588, "iteration": 31219, "loss_fcos_cls": 0.32373711629770696, "loss_fcos_ctr": 0.6243233717978001, "loss_fcos_loc": 0.220236596185714, "loss_mask": 0.2879474712535739, "loss_maskiou": 0.006768954452127218, "loss_sem_seg": 0.36542393593117595, "lr": 0.01, "mask_rcnn/accuracy": 0.8742212029042387, "mask_rcnn/false_negative": 0.08282260056195292, "mask_rcnn/false_positive": 0.17037227180580786, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 39.25, "time": 0.7464499277994037, "total_loss": 1.8327982400951441} {"data_time": 0.009598641656339169, "eta_seconds": 176033.3049339708, "iteration": 31239, "loss_fcos_cls": 0.31216262211091816, "loss_fcos_ctr": 0.6252759229391813, "loss_fcos_loc": 0.23000334203243256, "loss_mask": 0.30517377331852913, "loss_maskiou": 0.00610261386827915, "loss_sem_seg": 0.34979925211519003, "lr": 0.01, "mask_rcnn/accuracy": 0.8514023217982845, "mask_rcnn/false_negative": 0.11214660722577097, "mask_rcnn/false_positive": 0.18367786157590937, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.0, "time": 0.7282060440629721, "total_loss": 1.836414082263218} {"data_time": 0.010466616600751877, "eta_seconds": 176116.7079577921, "iteration": 31259, "loss_fcos_cls": 0.2943132109940052, "loss_fcos_ctr": 0.6256696013733745, "loss_fcos_loc": 0.22659162120544352, "loss_mask": 0.2953852894715965, "loss_maskiou": 0.007093075546436012, "loss_sem_seg": 0.35291984770447016, "lr": 0.01, "mask_rcnn/accuracy": 0.8682230855082418, "mask_rcnn/false_negative": 0.0981047983068024, "mask_rcnn/false_positive": 0.15384364791694635, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.25, "time": 0.7523436518386006, "total_loss": 1.814444605668541} {"data_time": 0.009947028942406178, "eta_seconds": 176101.95416954812, "iteration": 31279, "loss_fcos_cls": 0.3025452874135226, "loss_fcos_ctr": 0.626908496953547, "loss_fcos_loc": 0.22365006851032376, "loss_mask": 0.29318557120859623, "loss_maskiou": 0.006979076613788493, "loss_sem_seg": 0.3329296978190541, "lr": 0.01, "mask_rcnn/accuracy": 0.8889527805657782, "mask_rcnn/false_negative": 0.08875142385884198, "mask_rcnn/false_positive": 0.1573642622469533, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7335474062711, "total_loss": 1.8082500542659545} {"data_time": 0.009679076261818409, "eta_seconds": 176087.20038130414, "iteration": 31299, "loss_fcos_cls": 0.2937566959299147, "loss_fcos_ctr": 0.6237735035829246, "loss_fcos_loc": 0.21979140501935035, "loss_mask": 0.2740207714959979, "loss_maskiou": 0.005789769551483914, "loss_sem_seg": 0.31669001281261444, "lr": 0.01, "mask_rcnn/accuracy": 0.8885795922846751, "mask_rcnn/false_negative": 0.09908464757216892, "mask_rcnn/false_positive": 0.11781347338788492, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.25, "time": 0.7369164740666747, "total_loss": 1.7412320200674003} {"data_time": 0.010231981985270977, "eta_seconds": 176120.59705867153, "iteration": 31319, "loss_fcos_cls": 0.3191208285279572, "loss_fcos_ctr": 0.6254230411723256, "loss_fcos_loc": 0.22676288126967847, "loss_mask": 0.27866973681375384, "loss_maskiou": 0.006543549912748858, "loss_sem_seg": 0.3363802689127624, "lr": 0.01, "mask_rcnn/accuracy": 0.8700904966416947, "mask_rcnn/false_negative": 0.10526313204646663, "mask_rcnn/false_positive": 0.13966140954053097, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7163225691765547, "total_loss": 1.7990223000379046} {"data_time": 0.009710320271551609, "eta_seconds": 176191.29530528188, "iteration": 31339, "loss_fcos_cls": 0.306631435174495, "loss_fcos_ctr": 0.6219189413823187, "loss_fcos_loc": 0.21539557550568134, "loss_mask": 0.2818648861721158, "loss_maskiou": 0.006848814096883871, "loss_sem_seg": 0.3778305184096098, "lr": 0.01, "mask_rcnn/accuracy": 0.8911081478045764, "mask_rcnn/false_negative": 0.09685776034239241, "mask_rcnn/false_positive": 0.12635094768962807, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7428099382668734, "total_loss": 1.8012149274836702} {"data_time": 0.009817087091505527, "eta_seconds": 176256.51494776737, "iteration": 31359, "loss_fcos_cls": 0.31384779466316104, "loss_fcos_ctr": 0.6235634479671717, "loss_fcos_loc": 0.220148854481522, "loss_mask": 0.29006604850292206, "loss_maskiou": 0.007620832562679425, "loss_sem_seg": 0.3194318488240242, "lr": 0.01, "mask_rcnn/accuracy": 0.8764729890664276, "mask_rcnn/false_negative": 0.10782228454926543, "mask_rcnn/false_positive": 0.1395909357426115, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7375729940831661, "total_loss": 1.766105033850181} {"data_time": 0.009432005695998669, "eta_seconds": 176258.69409171306, "iteration": 31379, "loss_fcos_cls": 0.29852197389118373, "loss_fcos_ctr": 0.6238476689904928, "loss_fcos_loc": 0.22291825409047306, "loss_mask": 0.2894610781222582, "loss_maskiou": 0.006759643030818552, "loss_sem_seg": 0.3451232938095927, "lr": 0.01, "mask_rcnn/accuracy": 0.8710543118540013, "mask_rcnn/false_negative": 0.1094771418454504, "mask_rcnn/false_positive": 0.14676871857065638, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7433081148192286, "total_loss": 1.7708915817784145} {"data_time": 0.009764072485268116, "eta_seconds": 176204.95078250952, "iteration": 31399, "loss_fcos_cls": 0.29605115531012416, "loss_fcos_ctr": 0.6237979158759117, "loss_fcos_loc": 0.22120030561927706, "loss_mask": 0.28535317350178957, "loss_maskiou": 0.007608820276800543, "loss_sem_seg": 0.3177815298549831, "lr": 0.01, "mask_rcnn/accuracy": 0.8529731535471332, "mask_rcnn/false_negative": 0.10568470632879717, "mask_rcnn/false_positive": 0.16236128936440986, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.0, "time": 0.7353861918672919, "total_loss": 1.785565687547205} {"data_time": 0.009731163270771503, "eta_seconds": 175998.67765184026, "iteration": 31419, "loss_fcos_cls": 0.3063626540824771, "loss_fcos_ctr": 0.6259361486881971, "loss_fcos_loc": 0.2267910452792421, "loss_mask": 0.29894846118986607, "loss_maskiou": 0.007406132879623328, "loss_sem_seg": 0.340431768912822, "lr": 0.01, "mask_rcnn/accuracy": 0.8725325663634524, "mask_rcnn/false_negative": 0.11349539824991312, "mask_rcnn/false_positive": 0.14864944798158866, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.0, "time": 0.7211771085858345, "total_loss": 1.8178554520445687} {"data_time": 0.009227406233549118, "eta_seconds": 176117.47038403153, "iteration": 31439, "loss_fcos_cls": 0.29237174382433295, "loss_fcos_ctr": 0.6239882549270988, "loss_fcos_loc": 0.21387851401232183, "loss_mask": 0.27694383915513754, "loss_maskiou": 0.006857926811790094, "loss_sem_seg": 0.33773728436790407, "lr": 0.01, "mask_rcnn/accuracy": 0.8620828857858933, "mask_rcnn/false_negative": 0.11079791275857026, "mask_rcnn/false_positive": 0.1364282605857107, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 41.5, "time": 0.754010240547359, "total_loss": 1.7399223117972724} {"data_time": 0.009562159888446331, "eta_seconds": 176160.64125720598, "iteration": 31459, "loss_fcos_cls": 0.3053427829872817, "loss_fcos_ctr": 0.627703120931983, "loss_fcos_loc": 0.23046117322519422, "loss_mask": 0.2874931478872895, "loss_maskiou": 0.0061880620050942525, "loss_sem_seg": 0.33507814025506377, "lr": 0.01, "mask_rcnn/accuracy": 0.885666168109452, "mask_rcnn/false_negative": 0.09378382350850376, "mask_rcnn/false_positive": 0.13466668070966487, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.0, "time": 0.731079407967627, "total_loss": 1.7723758721986087} {"data_time": 0.00926786195486784, "eta_seconds": 176145.87141543813, "iteration": 31479, "loss_fcos_cls": 0.2916446356102824, "loss_fcos_ctr": 0.623982441611588, "loss_fcos_loc": 0.22099411871749908, "loss_mask": 0.2933672834187746, "loss_maskiou": 0.006519923670566641, "loss_sem_seg": 0.3255457542836666, "lr": 0.01, "mask_rcnn/accuracy": 0.8653827657719937, "mask_rcnn/false_negative": 0.12369960039549543, "mask_rcnn/false_positive": 0.15517530351466455, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.5, "time": 0.7424866491928697, "total_loss": 1.7634419503156096} {"data_time": 0.009919071570038795, "eta_seconds": 175918.00499937683, "iteration": 31499, "loss_fcos_cls": 0.29891349462559447, "loss_fcos_ctr": 0.6215686742216349, "loss_fcos_loc": 0.21204733662307262, "loss_mask": 0.2788856830447912, "loss_maskiou": 0.006858455075416714, "loss_sem_seg": 0.3204551553353667, "lr": 0.01, "mask_rcnn/accuracy": 0.8750211357232662, "mask_rcnn/false_negative": 0.09517175092047259, "mask_rcnn/false_positive": 0.12420495121193877, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 40.25, "time": 0.7285553477704525, "total_loss": 1.7498769834492123} {"data_time": 0.009900230914354324, "eta_seconds": 175852.82837614324, "iteration": 31519, "loss_fcos_cls": 0.3161138482391834, "loss_fcos_ctr": 0.6224899673834443, "loss_fcos_loc": 0.21608498657587916, "loss_mask": 0.2516766656190157, "loss_maskiou": 0.005626217927783728, "loss_sem_seg": 0.33923362847417593, "lr": 0.01, "mask_rcnn/accuracy": 0.8808503543557891, "mask_rcnn/false_negative": 0.11011711907878453, "mask_rcnn/false_positive": 0.1479548225068235, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.720263778232038, "total_loss": 1.7669048609859601} {"data_time": 0.010108080692589283, "eta_seconds": 175842.30222974718, "iteration": 31539, "loss_fcos_cls": 0.3028571933391504, "loss_fcos_ctr": 0.6270020729862154, "loss_fcos_loc": 0.22495221346616745, "loss_mask": 0.2863727230578661, "loss_maskiou": 0.006575494378921576, "loss_sem_seg": 0.33001079596579075, "lr": 0.01, "mask_rcnn/accuracy": 0.8844077549434692, "mask_rcnn/false_negative": 0.0982076223648228, "mask_rcnn/false_positive": 0.16060975189082236, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.75, "time": 0.7389907957985997, "total_loss": 1.7970339383609826} {"data_time": 0.009709804318845272, "eta_seconds": 175823.3328895634, "iteration": 31559, "loss_fcos_cls": 0.30368053913116455, "loss_fcos_ctr": 0.6228291224688292, "loss_fcos_loc": 0.22204561450053006, "loss_mask": 0.29486092552542686, "loss_maskiou": 0.007076380352373235, "loss_sem_seg": 0.33835098799318075, "lr": 0.01, "mask_rcnn/accuracy": 0.8657790995676717, "mask_rcnn/false_negative": 0.12476425098789834, "mask_rcnn/false_positive": 0.16905023281622872, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7388493688777089, "total_loss": 1.8157993129570968} {"data_time": 0.009800287894904613, "eta_seconds": 175710.9165028138, "iteration": 31579, "loss_fcos_cls": 0.29857503343373537, "loss_fcos_ctr": 0.6267775762826204, "loss_fcos_loc": 0.21662549977190793, "loss_mask": 0.29429067205637693, "loss_maskiou": 0.007556394848506898, "loss_sem_seg": 0.3504505781456828, "lr": 0.01, "mask_rcnn/accuracy": 0.8720318639878312, "mask_rcnn/false_negative": 0.09931796613732752, "mask_rcnn/false_positive": 0.14323877137460694, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7294083861634135, "total_loss": 1.8247773018520093} {"data_time": 0.009973961859941483, "eta_seconds": 175804.27472819388, "iteration": 31599, "loss_fcos_cls": 0.3133006494026631, "loss_fcos_ctr": 0.6247862372547388, "loss_fcos_loc": 0.2240384523756802, "loss_mask": 0.28808622993528843, "loss_maskiou": 0.006561277172295377, "loss_sem_seg": 0.34548453730531037, "lr": 0.01, "mask_rcnn/accuracy": 0.8802169267055711, "mask_rcnn/false_negative": 0.11246111018416596, "mask_rcnn/false_positive": 0.13331532316479042, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 42.75, "time": 0.7482979530468583, "total_loss": 1.7861622848868137} {"data_time": 0.010358775965869427, "eta_seconds": 175729.75712700747, "iteration": 31619, "loss_fcos_cls": 0.31339130247943103, "loss_fcos_ctr": 0.6214586179703474, "loss_fcos_loc": 0.21368333999998868, "loss_mask": 0.27731028012931347, "loss_maskiou": 0.006929776674951427, "loss_sem_seg": 0.311617445666343, "lr": 0.01, "mask_rcnn/accuracy": 0.8741536998154439, "mask_rcnn/false_negative": 0.09860579879641046, "mask_rcnn/false_positive": 0.15252472666251257, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.5, "time": 0.722317255102098, "total_loss": 1.753005519611179} {"data_time": 0.010170291177928448, "eta_seconds": 175768.5617429465, "iteration": 31639, "loss_fcos_cls": 0.30663300352171063, "loss_fcos_ctr": 0.6273064189590514, "loss_fcos_loc": 0.23286795243620872, "loss_mask": 0.2956581860780716, "loss_maskiou": 0.007488134004233871, "loss_sem_seg": 0.3517197482287884, "lr": 0.01, "mask_rcnn/accuracy": 0.8720016061116234, "mask_rcnn/false_negative": 0.08596871101403906, "mask_rcnn/false_positive": 0.15757491693561554, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.5, "time": 0.7584521761164069, "total_loss": 1.8287846192688448} {"data_time": 0.010662287473678589, "eta_seconds": 175799.9892225042, "iteration": 31659, "loss_fcos_cls": 0.2963434108532965, "loss_fcos_ctr": 0.6231946311891079, "loss_fcos_loc": 0.21525780274532735, "loss_mask": 0.2844796618446708, "loss_maskiou": 0.006479609466623515, "loss_sem_seg": 0.33098145574331284, "lr": 0.01, "mask_rcnn/accuracy": 0.8953944970845481, "mask_rcnn/false_negative": 0.09078021066746653, "mask_rcnn/false_positive": 0.14714540424388234, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.5, "time": 0.7383736986666918, "total_loss": 1.7690963899585768} {"data_time": 0.010057512670755386, "eta_seconds": 175813.78116558772, "iteration": 31679, "loss_fcos_cls": 0.3058557314798236, "loss_fcos_ctr": 0.6263204552233219, "loss_fcos_loc": 0.22562151262536645, "loss_mask": 0.294969261623919, "loss_maskiou": 0.006415622432541568, "loss_sem_seg": 0.3480207035318017, "lr": 0.01, "mask_rcnn/accuracy": 0.8576460339853197, "mask_rcnn/false_negative": 0.11527665437656642, "mask_rcnn/false_positive": 0.14683244730700562, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7482458055019379, "total_loss": 1.8150639142695582} {"data_time": 0.009785574860870838, "eta_seconds": 175720.09868653398, "iteration": 31699, "loss_fcos_cls": 0.28847410529851913, "loss_fcos_ctr": 0.6266314964741468, "loss_fcos_loc": 0.22099555062595755, "loss_mask": 0.28193625528365374, "loss_maskiou": 0.006591204604774248, "loss_sem_seg": 0.38261602725833654, "lr": 0.01, "mask_rcnn/accuracy": 0.8756051967089413, "mask_rcnn/false_negative": 0.09809848281198238, "mask_rcnn/false_positive": 0.14903686677172778, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.0, "time": 0.734786981716752, "total_loss": 1.8084101349086268} {"data_time": 0.009297501295804977, "eta_seconds": 175709.56935350597, "iteration": 31719, "loss_fcos_cls": 0.30919767357409, "loss_fcos_ctr": 0.6252506156452, "loss_fcos_loc": 0.21648642979562283, "loss_mask": 0.2822474502027035, "loss_maskiou": 0.006027389579685405, "loss_sem_seg": 0.3178823394700885, "lr": 0.01, "mask_rcnn/accuracy": 0.8843887771133592, "mask_rcnn/false_negative": 0.10778277906083317, "mask_rcnn/false_positive": 0.1519331031223592, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7425374677404761, "total_loss": 1.7918068018334452} {"data_time": 0.009352097287774086, "eta_seconds": 175710.73532600515, "iteration": 31739, "loss_fcos_cls": 0.3221990312449634, "loss_fcos_ctr": 0.6263231658376753, "loss_fcos_loc": 0.2257383355172351, "loss_mask": 0.2971183229237795, "loss_maskiou": 0.007269125169841573, "loss_sem_seg": 0.34785594744607806, "lr": 0.01, "mask_rcnn/accuracy": 0.8815578422380188, "mask_rcnn/false_negative": 0.10098046078177574, "mask_rcnn/false_positive": 0.11746539431434365, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.734933196566999, "total_loss": 1.8477634589071386} {"data_time": 0.010064964182674885, "eta_seconds": 175855.77931429073, "iteration": 31759, "loss_fcos_cls": 0.30145218374673277, "loss_fcos_ctr": 0.6231381837278605, "loss_fcos_loc": 0.22211051639169455, "loss_mask": 0.27454018918797374, "loss_maskiou": 0.006638003309490159, "loss_sem_seg": 0.33400712721049786, "lr": 0.01, "mask_rcnn/accuracy": 0.8814966404252118, "mask_rcnn/false_negative": 0.11064920344954052, "mask_rcnn/false_positive": 0.12510039823769226, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.25, "time": 0.7383323665708303, "total_loss": 1.7209406693054916} {"data_time": 0.009924373589456081, "eta_seconds": 175951.32089542877, "iteration": 31779, "loss_fcos_cls": 0.30147878360003233, "loss_fcos_ctr": 0.6254290277138352, "loss_fcos_loc": 0.2249519214965403, "loss_mask": 0.2941025597974658, "loss_maskiou": 0.006868329641292803, "loss_sem_seg": 0.34504032507538795, "lr": 0.01, "mask_rcnn/accuracy": 0.8707089749819341, "mask_rcnn/false_negative": 0.11532040995631888, "mask_rcnn/false_positive": 0.15878339887673293, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.25, "time": 0.7365464931353927, "total_loss": 1.821297405360383} {"data_time": 0.00983758457005024, "eta_seconds": 175929.62598662917, "iteration": 31799, "loss_fcos_cls": 0.3042654423043132, "loss_fcos_ctr": 0.6246893312782049, "loss_fcos_loc": 0.22516448725946248, "loss_mask": 0.2858392531052232, "loss_maskiou": 0.007010674002231099, "loss_sem_seg": 0.36697343876585364, "lr": 0.01, "mask_rcnn/accuracy": 0.8796749861292035, "mask_rcnn/false_negative": 0.10124730965312709, "mask_rcnn/false_positive": 0.13780224755702486, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.5, "time": 0.7492454135790467, "total_loss": 1.8057417718955548} {"data_time": 0.00958045944571495, "eta_seconds": 175914.8544595586, "iteration": 31819, "loss_fcos_cls": 0.30771493446081877, "loss_fcos_ctr": 0.6253103259950876, "loss_fcos_loc": 0.22681411169469357, "loss_mask": 0.3122335895895958, "loss_maskiou": 0.007296320502064191, "loss_sem_seg": 0.38756150333210826, "lr": 0.01, "mask_rcnn/accuracy": 0.8455407758341431, "mask_rcnn/false_negative": 0.1062653387195279, "mask_rcnn/false_positive": 0.17834796001804626, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7268953304737806, "total_loss": 1.850848872520146} {"data_time": 0.010343781672418118, "eta_seconds": 175690.83879604004, "iteration": 31839, "loss_fcos_cls": 0.30813021934591234, "loss_fcos_ctr": 0.6241875812411308, "loss_fcos_loc": 0.21713584300596267, "loss_mask": 0.2923423461616039, "loss_maskiou": 0.006913511782840942, "loss_sem_seg": 0.3800314608961344, "lr": 0.01, "mask_rcnn/accuracy": 0.8713280647850272, "mask_rcnn/false_negative": 0.1208487888562223, "mask_rcnn/false_positive": 0.14724003107144187, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7243127599358559, "total_loss": 1.8202904808495077} {"data_time": 0.010052126832306385, "eta_seconds": 175606.33267198503, "iteration": 31859, "loss_fcos_cls": 0.2900543753057718, "loss_fcos_ctr": 0.6234863642603159, "loss_fcos_loc": 0.21503206249326468, "loss_mask": 0.29528569150716066, "loss_maskiou": 0.0075213135132798925, "loss_sem_seg": 0.3586848536506295, "lr": 0.01, "mask_rcnn/accuracy": 0.8581089088428067, "mask_rcnn/false_negative": 0.09740459499148477, "mask_rcnn/false_positive": 0.18611990864022415, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.25, "time": 0.7315365560352802, "total_loss": 1.7904265449469676} {"data_time": 0.009784284047782421, "eta_seconds": 175637.71752930433, "iteration": 31879, "loss_fcos_cls": 0.3134243809618056, "loss_fcos_ctr": 0.6202243519946933, "loss_fcos_loc": 0.2124657217063941, "loss_mask": 0.27832300029695034, "loss_maskiou": 0.007058580580633134, "loss_sem_seg": 0.339797331020236, "lr": 0.01, "mask_rcnn/accuracy": 0.8857600377107364, "mask_rcnn/false_negative": 0.0963133792561698, "mask_rcnn/false_positive": 0.13053611428999606, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7425195928663015, "total_loss": 1.781384643560159} {"data_time": 0.009090624749660492, "eta_seconds": 175862.68824546319, "iteration": 31899, "loss_fcos_cls": 0.30053885839879513, "loss_fcos_ctr": 0.6256086779758334, "loss_fcos_loc": 0.23038015770725906, "loss_mask": 0.2831893553957343, "loss_maskiou": 0.006829241116065532, "loss_sem_seg": 0.3625384862534702, "lr": 0.01, "mask_rcnn/accuracy": 0.8547069869614512, "mask_rcnn/false_negative": 0.11728709094251946, "mask_rcnn/false_positive": 0.16409083125804658, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.75, "time": 0.7381697492673993, "total_loss": 1.8035276471200632} {"data_time": 0.010296915657818317, "eta_seconds": 175562.08837990463, "iteration": 31919, "loss_fcos_cls": 0.302904118783772, "loss_fcos_ctr": 0.6247287662699819, "loss_fcos_loc": 0.2274242531566415, "loss_mask": 0.26730639673769474, "loss_maskiou": 0.006339284387649968, "loss_sem_seg": 0.32566347997635603, "lr": 0.01, "mask_rcnn/accuracy": 0.8925362212192569, "mask_rcnn/false_negative": 0.09724518419699568, "mask_rcnn/false_positive": 0.12715848353556736, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7317884787917137, "total_loss": 1.7382364342774963} {"data_time": 0.0102519067004323, "eta_seconds": 175593.4616129771, "iteration": 31939, "loss_fcos_cls": 0.3145526638254523, "loss_fcos_ctr": 0.6280454965308309, "loss_fcos_loc": 0.23079893784597516, "loss_mask": 0.29320970131084323, "loss_maskiou": 0.007476924030925147, "loss_sem_seg": 0.34941278118640184, "lr": 0.01, "mask_rcnn/accuracy": 0.8720968389113732, "mask_rcnn/false_negative": 0.1164883943621246, "mask_rcnn/false_positive": 0.15184514575783634, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.25, "time": 0.7401648247614503, "total_loss": 1.8554500358732184} {"data_time": 0.009700600057840347, "eta_seconds": 175528.37802376505, "iteration": 31959, "loss_fcos_cls": 0.2934635633137077, "loss_fcos_ctr": 0.6227672267705202, "loss_fcos_loc": 0.21785792615264654, "loss_mask": 0.27667511999607086, "loss_maskiou": 0.006841486483608605, "loss_sem_seg": 0.3440169394016266, "lr": 0.01, "mask_rcnn/accuracy": 0.876842696005634, "mask_rcnn/false_negative": 0.10713347023128329, "mask_rcnn/false_positive": 0.16069735901454363, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7333607282489538, "total_loss": 1.7717987286741845} {"data_time": 0.010472315363585949, "eta_seconds": 175503.1047399128, "iteration": 31979, "loss_fcos_cls": 0.28877556091174483, "loss_fcos_ctr": 0.6230958178639412, "loss_fcos_loc": 0.21612632740288973, "loss_mask": 0.2895051259547472, "loss_maskiou": 0.006459473843278829, "loss_sem_seg": 0.3177240267395973, "lr": 0.01, "mask_rcnn/accuracy": 0.8750624906556029, "mask_rcnn/false_negative": 0.11525151149012977, "mask_rcnn/false_positive": 0.13398306620616718, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.25, "time": 0.7314574671909213, "total_loss": 1.736859219177859} {"data_time": 0.009388767182826996, "eta_seconds": 175518.99269424938, "iteration": 31999, "loss_fcos_cls": 0.28554691816680133, "loss_fcos_ctr": 0.624289552681148, "loss_fcos_loc": 0.21507118921726942, "loss_mask": 0.2893920922651887, "loss_maskiou": 0.006964381907891948, "loss_sem_seg": 0.3466229923069477, "lr": 0.01, "mask_rcnn/accuracy": 0.8600083041691253, "mask_rcnn/false_negative": 0.12482685494787003, "mask_rcnn/false_positive": 0.14298606756157145, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 38.25, "time": 0.7475761407986283, "total_loss": 1.7784705381200183} {"data_time": 0.01052913349121809, "eta_seconds": 175488.34789310396, "iteration": 32019, "loss_fcos_cls": 0.3007072266191244, "loss_fcos_ctr": 0.6273231171071529, "loss_fcos_loc": 0.224761898687575, "loss_mask": 0.3065520580857992, "loss_maskiou": 0.006934653290954884, "loss_sem_seg": 0.32455266220495105, "lr": 0.01, "mask_rcnn/accuracy": 0.8691243786376239, "mask_rcnn/false_negative": 0.12565055132920133, "mask_rcnn/false_positive": 0.1490094760124475, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.5, "time": 0.7375341011211276, "total_loss": 1.790028352115769} {"data_time": 0.009583700448274612, "eta_seconds": 175543.2181295231, "iteration": 32039, "loss_fcos_cls": 0.3021133355796337, "loss_fcos_ctr": 0.6252760142087936, "loss_fcos_loc": 0.22229726100340486, "loss_mask": 0.28021567314863205, "loss_maskiou": 0.006974953459575772, "loss_sem_seg": 0.34835611330345273, "lr": 0.01, "mask_rcnn/accuracy": 0.881585837459984, "mask_rcnn/false_negative": 0.10157721239232917, "mask_rcnn/false_positive": 0.1329550693510852, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.7402919568121433, "total_loss": 1.8140986659418559} {"data_time": 0.010148116387426853, "eta_seconds": 175504.86867478676, "iteration": 32059, "loss_fcos_cls": 0.3227898080367595, "loss_fcos_ctr": 0.626110321842134, "loss_fcos_loc": 0.23638870648574084, "loss_mask": 0.3017729492858052, "loss_maskiou": 0.00725753794904449, "loss_sem_seg": 0.34986074222251773, "lr": 0.01, "mask_rcnn/accuracy": 0.8536188750862663, "mask_rcnn/false_negative": 0.09554487160513328, "mask_rcnn/false_positive": 0.2054336467754283, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 36.75, "time": 0.7363582355901599, "total_loss": 1.847597461513942} {"data_time": 0.010339058004319668, "eta_seconds": 175439.89156402554, "iteration": 32079, "loss_fcos_cls": 0.3021639159414917, "loss_fcos_ctr": 0.6221648026257753, "loss_fcos_loc": 0.21769349742680788, "loss_mask": 0.2861165814101696, "loss_maskiou": 0.006631748692598194, "loss_sem_seg": 0.3399577424861491, "lr": 0.01, "mask_rcnn/accuracy": 0.8835093477950621, "mask_rcnn/false_negative": 0.10901305392917852, "mask_rcnn/false_positive": 0.11792482009278785, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.25, "time": 0.7349823564291, "total_loss": 1.8111487288115313} {"data_time": 0.009326159954071045, "eta_seconds": 175344.6997684082, "iteration": 32099, "loss_fcos_cls": 0.3042292039608583, "loss_fcos_ctr": 0.6229358799755573, "loss_fcos_loc": 0.22235430602449924, "loss_mask": 0.30125922709703445, "loss_maskiou": 0.0076326014823280275, "loss_sem_seg": 0.33189289551228285, "lr": 0.01, "mask_rcnn/accuracy": 0.8792318692952333, "mask_rcnn/false_negative": 0.08104568317652258, "mask_rcnn/false_positive": 0.1501924725419095, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 43.25, "time": 0.7332042763009667, "total_loss": 1.8114282461465336} {"data_time": 0.009607864543795586, "eta_seconds": 175355.52717467118, "iteration": 32119, "loss_fcos_cls": 0.3139819474890828, "loss_fcos_ctr": 0.6242976170033216, "loss_fcos_loc": 0.22256601555272937, "loss_mask": 0.28969361260533333, "loss_maskiou": 0.006564593422808684, "loss_sem_seg": 0.36046229489147663, "lr": 0.01, "mask_rcnn/accuracy": 0.883634966224252, "mask_rcnn/false_negative": 0.0956798243831627, "mask_rcnn/false_positive": 0.15195364143951162, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7285172967240214, "total_loss": 1.8412996829938493} {"data_time": 0.010256311856210232, "eta_seconds": 175273.20309395157, "iteration": 32139, "loss_fcos_cls": 0.301411289954558, "loss_fcos_ctr": 0.6250123977661133, "loss_fcos_loc": 0.22160051378887147, "loss_mask": 0.28828827664256096, "loss_maskiou": 0.006730193843395682, "loss_sem_seg": 0.3184342156164348, "lr": 0.01, "mask_rcnn/accuracy": 0.8804676949839196, "mask_rcnn/false_negative": 0.08887578891445139, "mask_rcnn/false_positive": 0.14223929661507767, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.25, "time": 0.7328759832307696, "total_loss": 1.7548127097179531} {"data_time": 0.010779676027595997, "eta_seconds": 175245.8111903565, "iteration": 32159, "loss_fcos_cls": 0.31673925882205367, "loss_fcos_ctr": 0.6284377230331302, "loss_fcos_loc": 0.23123466898687184, "loss_mask": 0.292880947701633, "loss_maskiou": 0.00736021576449275, "loss_sem_seg": 0.3601227109320462, "lr": 0.01, "mask_rcnn/accuracy": 0.8777261861377204, "mask_rcnn/false_negative": 0.09457013627842453, "mask_rcnn/false_positive": 0.15567207789967408, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7350374376401305, "total_loss": 1.869738608438638} {"data_time": 0.009462275542318821, "eta_seconds": 175237.71878422238, "iteration": 32179, "loss_fcos_cls": 0.31673402711749077, "loss_fcos_ctr": 0.62371367495507, "loss_fcos_loc": 0.22284235176630318, "loss_mask": 0.28871561121195555, "loss_maskiou": 0.006956280703889206, "loss_sem_seg": 0.36846750043332577, "lr": 0.01, "mask_rcnn/accuracy": 0.8823041594884707, "mask_rcnn/false_negative": 0.09852777923045815, "mask_rcnn/false_positive": 0.16543420713063373, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.7361768130213022, "total_loss": 1.8237152250221698} {"data_time": 0.010180986486375332, "eta_seconds": 175216.3384230556, "iteration": 32199, "loss_fcos_cls": 0.31141920131631196, "loss_fcos_ctr": 0.6283903270959854, "loss_fcos_loc": 0.22894001577515155, "loss_mask": 0.2712153419852257, "loss_maskiou": 0.006209166356711648, "loss_sem_seg": 0.37597274547442794, "lr": 0.01, "mask_rcnn/accuracy": 0.890075329621355, "mask_rcnn/false_negative": 0.09411062171034776, "mask_rcnn/false_positive": 0.13580295372179715, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.75, "time": 0.733636830933392, "total_loss": 1.7862636155732616} {"data_time": 0.009708697907626629, "eta_seconds": 175192.46896497067, "iteration": 32219, "loss_fcos_cls": 0.3056390876881778, "loss_fcos_ctr": 0.6249436968937516, "loss_fcos_loc": 0.2204905420076102, "loss_mask": 0.3027321072295308, "loss_maskiou": 0.00720298191299662, "loss_sem_seg": 0.3262164765037596, "lr": 0.01, "mask_rcnn/accuracy": 0.8573212767249757, "mask_rcnn/false_negative": 0.09344966306711794, "mask_rcnn/false_positive": 0.15882563644323636, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7348385686054826, "total_loss": 1.794801085110521} {"data_time": 0.009430266916751862, "eta_seconds": 175167.48037497327, "iteration": 32239, "loss_fcos_cls": 0.31551064434461296, "loss_fcos_ctr": 0.6252591330558062, "loss_fcos_loc": 0.2225111984880641, "loss_mask": 0.2847490170970559, "loss_maskiou": 0.006877427425934002, "loss_sem_seg": 0.33102949266321957, "lr": 0.01, "mask_rcnn/accuracy": 0.8649947082007405, "mask_rcnn/false_negative": 0.11174751819613613, "mask_rcnn/false_positive": 0.15327030134988034, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.733152343891561, "total_loss": 1.7596015936724143} {"data_time": 0.011502251029014587, "eta_seconds": 175047.4661310576, "iteration": 32259, "loss_fcos_cls": 0.2967154048383236, "loss_fcos_ctr": 0.6266751633957028, "loss_fcos_loc": 0.2294714841991663, "loss_mask": 0.30493337847292423, "loss_maskiou": 0.007200177351478487, "loss_sem_seg": 0.29528934601694345, "lr": 0.01, "mask_rcnn/accuracy": 0.8681915099825548, "mask_rcnn/false_negative": 0.11378728258429743, "mask_rcnn/false_positive": 0.15440512272308854, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7356301601976156, "total_loss": 1.785594369910541} {"data_time": 0.009707611985504627, "eta_seconds": 175032.740234714, "iteration": 32279, "loss_fcos_cls": 0.29898768081329763, "loss_fcos_ctr": 0.6231772247701883, "loss_fcos_loc": 0.2160766231827438, "loss_mask": 0.2807186092250049, "loss_maskiou": 0.006412721224478446, "loss_sem_seg": 0.3447335083037615, "lr": 0.01, "mask_rcnn/accuracy": 0.8779315451727296, "mask_rcnn/false_negative": 0.08953530782210858, "mask_rcnn/false_positive": 0.14303402944886223, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7349894428625703, "total_loss": 1.7738840897291084} {"data_time": 0.009611309505999088, "eta_seconds": 174919.5762640573, "iteration": 32299, "loss_fcos_cls": 0.3041884752456099, "loss_fcos_ctr": 0.6226584129035473, "loss_fcos_loc": 0.2161746312631294, "loss_mask": 0.2722437996417284, "loss_maskiou": 0.006271173289860599, "loss_sem_seg": 0.34666167572140694, "lr": 0.01, "mask_rcnn/accuracy": 0.8750354308390023, "mask_rcnn/false_negative": 0.09186417152900338, "mask_rcnn/false_positive": 0.14585093667284066, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.75, "time": 0.7089342335239053, "total_loss": 1.7991522400116082} {"data_time": 0.009671865031123161, "eta_seconds": 174896.01696037967, "iteration": 32319, "loss_fcos_cls": 0.31119489250704646, "loss_fcos_ctr": 0.6251950399018824, "loss_fcos_loc": 0.2224104524939321, "loss_mask": 0.2847197921946645, "loss_maskiou": 0.006920625630300492, "loss_sem_seg": 0.3197452574968338, "lr": 0.01, "mask_rcnn/accuracy": 0.8911565923683271, "mask_rcnn/false_negative": 0.08276540532359147, "mask_rcnn/false_positive": 0.12273133645518565, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.75, "time": 0.7246263064444065, "total_loss": 1.7946288473176537} {"data_time": 0.011593861505389214, "eta_seconds": 174863.32470325846, "iteration": 32339, "loss_fcos_cls": 0.31501361122354865, "loss_fcos_ctr": 0.6260929526761174, "loss_fcos_loc": 0.23394515016116202, "loss_mask": 0.2820925060659647, "loss_maskiou": 0.00696577325288672, "loss_sem_seg": 0.360309112817049, "lr": 0.01, "mask_rcnn/accuracy": 0.8923572409733125, "mask_rcnn/false_negative": 0.10277453105668446, "mask_rcnn/false_positive": 0.1129061117953339, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.5, "time": 0.7383339246734977, "total_loss": 1.8300894766325655} {"data_time": 0.00959642045199871, "eta_seconds": 174848.60934611503, "iteration": 32359, "loss_fcos_cls": 0.3158074445091188, "loss_fcos_ctr": 0.6250604477245361, "loss_fcos_loc": 0.2253062087111175, "loss_mask": 0.28008955903351307, "loss_maskiou": 0.006885380276798969, "loss_sem_seg": 0.34048097766935825, "lr": 0.01, "mask_rcnn/accuracy": 0.8707926852059505, "mask_rcnn/false_negative": 0.0931312250512091, "mask_rcnn/false_positive": 0.14250801102462285, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.5, "time": 0.7385241547599435, "total_loss": 1.7923160267382627} {"data_time": 0.008960110135376453, "eta_seconds": 174833.8939889716, "iteration": 32379, "loss_fcos_cls": 0.30703220469877124, "loss_fcos_ctr": 0.6275656120851636, "loss_fcos_loc": 0.22577846888452768, "loss_mask": 0.27888343669474125, "loss_maskiou": 0.006905819638632238, "loss_sem_seg": 0.30644569639116526, "lr": 0.01, "mask_rcnn/accuracy": 0.8715393609366824, "mask_rcnn/false_negative": 0.11032165642034278, "mask_rcnn/false_positive": 0.13052436200650813, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.7371664047241211, "total_loss": 1.743081832959433} {"data_time": 0.009853504598140717, "eta_seconds": 174845.9881949015, "iteration": 32399, "loss_fcos_cls": 0.3196049244143069, "loss_fcos_ctr": 0.624357788823545, "loss_fcos_loc": 0.22043509199284017, "loss_mask": 0.29032950289547443, "loss_maskiou": 0.007587209103803616, "loss_sem_seg": 0.32917392812669277, "lr": 0.01, "mask_rcnn/accuracy": 0.8979757166185518, "mask_rcnn/false_negative": 0.08165751330266978, "mask_rcnn/false_positive": 0.11611479098842734, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.5, "time": 0.744829997420311, "total_loss": 1.8432046783855185} {"data_time": 0.010375704616308212, "eta_seconds": 174831.27058107033, "iteration": 32419, "loss_fcos_cls": 0.3064870465314016, "loss_fcos_ctr": 0.6221507834270597, "loss_fcos_loc": 0.2188371354714036, "loss_mask": 0.2812177767045796, "loss_maskiou": 0.006953210846404545, "loss_sem_seg": 0.3385491697117686, "lr": 0.01, "mask_rcnn/accuracy": 0.8742359715625381, "mask_rcnn/false_negative": 0.10498529776451782, "mask_rcnn/false_positive": 0.13518286825751827, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.721307679079473, "total_loss": 1.7752125466795405} {"data_time": 0.010837068781256676, "eta_seconds": 174737.08961810265, "iteration": 32439, "loss_fcos_cls": 0.3116597915068269, "loss_fcos_ctr": 0.6293993145227432, "loss_fcos_loc": 0.2333094268105924, "loss_mask": 0.29873585514724255, "loss_maskiou": 0.006838330707978457, "loss_sem_seg": 0.31326674297451973, "lr": 0.01, "mask_rcnn/accuracy": 0.8766031481273828, "mask_rcnn/false_negative": 0.11328584519532686, "mask_rcnn/false_positive": 0.13425988913996337, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.5, "time": 0.7139150714501739, "total_loss": 1.8425889184436528} {"data_time": 0.009128198027610779, "eta_seconds": 174748.62310951948, "iteration": 32459, "loss_fcos_cls": 0.29614962288178504, "loss_fcos_ctr": 0.6299215713515878, "loss_fcos_loc": 0.23946356703527272, "loss_mask": 0.3020905703306198, "loss_maskiou": 0.007134724713978358, "loss_sem_seg": 0.3861676794476807, "lr": 0.01, "mask_rcnn/accuracy": 0.8760550740182437, "mask_rcnn/false_negative": 0.10079624625288505, "mask_rcnn/false_positive": 0.1511515512258223, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 43.75, "time": 0.7370315957814455, "total_loss": 1.8713125541689806} {"data_time": 0.009985373355448246, "eta_seconds": 174676.70475045312, "iteration": 32479, "loss_fcos_cls": 0.30251602176576853, "loss_fcos_ctr": 0.624128804076463, "loss_fcos_loc": 0.21217379602603614, "loss_mask": 0.28877328243106604, "loss_maskiou": 0.006885688650072552, "loss_sem_seg": 0.36817267071455717, "lr": 0.01, "mask_rcnn/accuracy": 0.8695062732052528, "mask_rcnn/false_negative": 0.09948449555830677, "mask_rcnn/false_positive": 0.16065505190670937, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.72232102509588, "total_loss": 1.7768380849593086} {"data_time": 0.010118800215423107, "eta_seconds": 174739.86594592128, "iteration": 32499, "loss_fcos_cls": 0.2996476171538234, "loss_fcos_ctr": 0.6260846671648324, "loss_fcos_loc": 0.2219667078461498, "loss_mask": 0.2878159433603287, "loss_maskiou": 0.006721734767779708, "loss_sem_seg": 0.3154000584036112, "lr": 0.01, "mask_rcnn/accuracy": 0.8836683337678858, "mask_rcnn/false_negative": 0.09517754919326513, "mask_rcnn/false_positive": 0.16026058694152806, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.0, "time": 0.7470724200829864, "total_loss": 1.7511218038998777} {"data_time": 0.01123357005417347, "eta_seconds": 174757.68251191452, "iteration": 32519, "loss_fcos_cls": 0.2851227894425392, "loss_fcos_ctr": 0.621748473495245, "loss_fcos_loc": 0.21625892911106348, "loss_mask": 0.2908087968826294, "loss_maskiou": 0.006777308110031299, "loss_sem_seg": 0.32624421338550746, "lr": 0.01, "mask_rcnn/accuracy": 0.8851523763412861, "mask_rcnn/false_negative": 0.09118681286974317, "mask_rcnn/false_positive": 0.12123003064294656, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.0, "time": 0.7297427412122488, "total_loss": 1.7471320805125288} {"data_time": 0.009987877681851387, "eta_seconds": 174742.96489808336, "iteration": 32539, "loss_fcos_cls": 0.30972411134280264, "loss_fcos_ctr": 0.6268742801621556, "loss_fcos_loc": 0.23165804939344525, "loss_mask": 0.29582620318979025, "loss_maskiou": 0.006598926163860597, "loss_sem_seg": 0.3500418032053858, "lr": 0.01, "mask_rcnn/accuracy": 0.8770089339825529, "mask_rcnn/false_negative": 0.08228081854423766, "mask_rcnn/false_positive": 0.1493081262457804, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.25, "time": 0.7465994134545326, "total_loss": 1.8099640031941817} {"data_time": 0.009924703277647495, "eta_seconds": 174724.4512952026, "iteration": 32559, "loss_fcos_cls": 0.30712213972583413, "loss_fcos_ctr": 0.6246164236217737, "loss_fcos_loc": 0.22147123701870441, "loss_mask": 0.28305611480027437, "loss_maskiou": 0.0069968165626050904, "loss_sem_seg": 0.3640362648293376, "lr": 0.01, "mask_rcnn/accuracy": 0.8691590265801156, "mask_rcnn/false_negative": 0.10158072758929879, "mask_rcnn/false_positive": 0.1542613018344301, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.736499322578311, "total_loss": 1.8151205957838101} {"data_time": 0.00941736251115799, "eta_seconds": 174773.41792915203, "iteration": 32579, "loss_fcos_cls": 0.3156680215615779, "loss_fcos_ctr": 0.6267427252605557, "loss_fcos_loc": 0.2300208539236337, "loss_mask": 0.2863509142771363, "loss_maskiou": 0.007172107667429373, "loss_sem_seg": 0.37633012840524316, "lr": 0.01, "mask_rcnn/accuracy": 0.8871527715300545, "mask_rcnn/false_negative": 0.09558231057743645, "mask_rcnn/false_positive": 0.1306894517990312, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7394330529496074, "total_loss": 1.8419695815100567} {"data_time": 0.010347859002649784, "eta_seconds": 174725.47147986852, "iteration": 32599, "loss_fcos_cls": 0.29300790932029486, "loss_fcos_ctr": 0.6268107555806637, "loss_fcos_loc": 0.23322335700504482, "loss_mask": 0.27972762659192085, "loss_maskiou": 0.00711070180113893, "loss_sem_seg": 0.3349676690995693, "lr": 0.01, "mask_rcnn/accuracy": 0.8739637753220988, "mask_rcnn/false_negative": 0.08727867488407881, "mask_rcnn/false_positive": 0.16734682392834288, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7445369269698858, "total_loss": 1.7658747943351045} {"data_time": 0.010526369325816631, "eta_seconds": 174764.83112671506, "iteration": 32619, "loss_fcos_cls": 0.2980920801637694, "loss_fcos_ctr": 0.6201203810051084, "loss_fcos_loc": 0.20039914170047268, "loss_mask": 0.27280328795313835, "loss_maskiou": 0.005959329108009115, "loss_sem_seg": 0.3363600177690387, "lr": 0.01, "mask_rcnn/accuracy": 0.8739508197174481, "mask_rcnn/false_negative": 0.09297985593412514, "mask_rcnn/false_positive": 0.15227348043464967, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.25, "time": 0.7579652778804302, "total_loss": 1.7372580919618485} {"data_time": 0.009837699122726917, "eta_seconds": 174671.3358596135, "iteration": 32639, "loss_fcos_cls": 0.30415895162150264, "loss_fcos_ctr": 0.6233249818906188, "loss_fcos_loc": 0.22371252434095368, "loss_mask": 0.2854219628497958, "loss_maskiou": 0.0062684173753950745, "loss_sem_seg": 0.31438281992450356, "lr": 0.01, "mask_rcnn/accuracy": 0.8849488234706367, "mask_rcnn/false_negative": 0.08426301339674469, "mask_rcnn/false_positive": 0.13352987407122272, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.75, "time": 0.7294691251590848, "total_loss": 1.7315062015986769} {"data_time": 0.01000744104385376, "eta_seconds": 174714.52729422785, "iteration": 32659, "loss_fcos_cls": 0.32032944494858384, "loss_fcos_ctr": 0.6260341899469495, "loss_fcos_loc": 0.22465400979854167, "loss_mask": 0.28641015477478504, "loss_maskiou": 0.006601212764508091, "loss_sem_seg": 0.3370393398217857, "lr": 0.01, "mask_rcnn/accuracy": 0.8782509420052425, "mask_rcnn/false_negative": 0.08877895894177884, "mask_rcnn/false_positive": 0.15939974004490132, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.751253355294466, "total_loss": 1.792609437070496} {"data_time": 0.010814492590725422, "eta_seconds": 174631.11330335308, "iteration": 32679, "loss_fcos_cls": 0.2930487422272563, "loss_fcos_ctr": 0.6257879622280598, "loss_fcos_loc": 0.2249152980512008, "loss_mask": 0.2874490739777684, "loss_maskiou": 0.007011472014710307, "loss_sem_seg": 0.3349316930398345, "lr": 0.01, "mask_rcnn/accuracy": 0.8721087418220876, "mask_rcnn/false_negative": 0.09888965321216137, "mask_rcnn/false_positive": 0.16266819202469077, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.5, "time": 0.7338135130703449, "total_loss": 1.7721799999198993} {"data_time": 0.010801075957715511, "eta_seconds": 174621.43023657613, "iteration": 32699, "loss_fcos_cls": 0.30003378284163773, "loss_fcos_ctr": 0.6250691460445523, "loss_fcos_loc": 0.21820429293438792, "loss_mask": 0.284736517816782, "loss_maskiou": 0.007049661624478176, "loss_sem_seg": 0.2880352570209652, "lr": 0.01, "mask_rcnn/accuracy": 0.89645799822392, "mask_rcnn/false_negative": 0.09137171293496356, "mask_rcnn/false_positive": 0.11801733336336631, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.75, "time": 0.7348300153389573, "total_loss": 1.7399624577737995} {"data_time": 0.010102618485689163, "eta_seconds": 174592.8739683386, "iteration": 32719, "loss_fcos_cls": 0.2906085578724742, "loss_fcos_ctr": 0.6221365979872644, "loss_fcos_loc": 0.21185379521921277, "loss_mask": 0.2742742747068405, "loss_maskiou": 0.006515368033433333, "loss_sem_seg": 0.31896532932296395, "lr": 0.01, "mask_rcnn/accuracy": 0.8727864583333333, "mask_rcnn/false_negative": 0.10816819416265279, "mask_rcnn/false_positive": 0.14895121172846826, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 31.25, "time": 0.7432008543983102, "total_loss": 1.7389870134211378} {"data_time": 0.010226662270724773, "eta_seconds": 174591.99564839713, "iteration": 32739, "loss_fcos_cls": 0.2945217217784375, "loss_fcos_ctr": 0.6241897903382778, "loss_fcos_loc": 0.22434033290483057, "loss_mask": 0.2847112277522683, "loss_maskiou": 0.006214970300788991, "loss_sem_seg": 0.320588540751487, "lr": 0.01, "mask_rcnn/accuracy": 0.8861981582405689, "mask_rcnn/false_negative": 0.07194608626374321, "mask_rcnn/false_positive": 0.15212004837631826, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.7406169045716524, "total_loss": 1.7539298967458308} {"data_time": 0.010149095207452774, "eta_seconds": 174572.24582401384, "iteration": 32759, "loss_fcos_cls": 0.2930303525645286, "loss_fcos_ctr": 0.622846120968461, "loss_fcos_loc": 0.21803078381344676, "loss_mask": 0.2808879725635052, "loss_maskiou": 0.007150266632379498, "loss_sem_seg": 0.338131241267547, "lr": 0.01, "mask_rcnn/accuracy": 0.8900280786801524, "mask_rcnn/false_negative": 0.08955768251496357, "mask_rcnn/false_positive": 0.12439510414064131, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.0, "time": 0.7382482886314392, "total_loss": 1.7435628982784692} {"data_time": 0.009146126918494701, "eta_seconds": 174562.56106021814, "iteration": 32779, "loss_fcos_cls": 0.30660405138041824, "loss_fcos_ctr": 0.6230581169947982, "loss_fcos_loc": 0.22688409150578082, "loss_mask": 0.2805778570473194, "loss_maskiou": 0.006319637264823541, "loss_sem_seg": 0.32975398330017924, "lr": 0.01, "mask_rcnn/accuracy": 0.8781482831227729, "mask_rcnn/false_negative": 0.09711973876263628, "mask_rcnn/false_positive": 0.1375137116468873, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.25, "time": 0.7480585733428597, "total_loss": 1.8172244837987819} {"data_time": 0.010296378284692764, "eta_seconds": 174519.1428340869, "iteration": 32799, "loss_fcos_cls": 0.31021499272901565, "loss_fcos_ctr": 0.6247539329342544, "loss_fcos_loc": 0.22045223624445498, "loss_mask": 0.2937996285036206, "loss_maskiou": 0.006410282323486172, "loss_sem_seg": 0.3189308848232031, "lr": 0.01, "mask_rcnn/accuracy": 0.8654274881643351, "mask_rcnn/false_negative": 0.10198088972897011, "mask_rcnn/false_positive": 0.16099572774728294, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.0, "time": 0.7280485415831208, "total_loss": 1.7774793636490358} {"data_time": 0.011092578060925007, "eta_seconds": 174519.2933302056, "iteration": 32819, "loss_fcos_cls": 0.292632499942556, "loss_fcos_ctr": 0.6255241930484772, "loss_fcos_loc": 0.21946961246430874, "loss_mask": 0.3022731635719538, "loss_maskiou": 0.007714401857811026, "loss_sem_seg": 0.36129231099039316, "lr": 0.01, "mask_rcnn/accuracy": 0.8602906586021506, "mask_rcnn/false_negative": 0.10003699104778874, "mask_rcnn/false_positive": 0.16059062490447154, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.0, "time": 0.7340300222858787, "total_loss": 1.806605445803143} {"data_time": 0.010439647361636162, "eta_seconds": 174548.83316261135, "iteration": 32839, "loss_fcos_cls": 0.3028280013240874, "loss_fcos_ctr": 0.6259455708786845, "loss_fcos_loc": 0.22367491316981614, "loss_mask": 0.29571228101849556, "loss_maskiou": 0.007774724115733989, "loss_sem_seg": 0.3763142116367817, "lr": 0.01, "mask_rcnn/accuracy": 0.8829591836734694, "mask_rcnn/false_negative": 0.07670978861340376, "mask_rcnn/false_positive": 0.13829128951371786, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7392686232924461, "total_loss": 1.8103882130308193} {"data_time": 0.009293335489928722, "eta_seconds": 174534.11330283992, "iteration": 32859, "loss_fcos_cls": 0.3121641280595213, "loss_fcos_ctr": 0.6278013261035085, "loss_fcos_loc": 0.22699773218482733, "loss_mask": 0.2781869233585894, "loss_maskiou": 0.006774215784389526, "loss_sem_seg": 0.3660089923068881, "lr": 0.01, "mask_rcnn/accuracy": 0.8831785330879534, "mask_rcnn/false_negative": 0.09014299463268521, "mask_rcnn/false_positive": 0.1519148162705668, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7203581901267171, "total_loss": 1.8133386148983845} {"data_time": 0.009538397192955017, "eta_seconds": 174494.7225128282, "iteration": 32879, "loss_fcos_cls": 0.31300287577323616, "loss_fcos_ctr": 0.623374942690134, "loss_fcos_loc": 0.22397939208894968, "loss_mask": 0.2843174384906888, "loss_maskiou": 0.006935705852811225, "loss_sem_seg": 0.3312447383068502, "lr": 0.01, "mask_rcnn/accuracy": 0.8596675805062285, "mask_rcnn/false_negative": 0.10078257233098925, "mask_rcnn/false_positive": 0.15472611257372376, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7352448338642716, "total_loss": 1.7671871763086529} {"data_time": 0.009722799994051456, "eta_seconds": 174460.4288196992, "iteration": 32899, "loss_fcos_cls": 0.31665842328220606, "loss_fcos_ctr": 0.6263169702142477, "loss_fcos_loc": 0.22791707515716553, "loss_mask": 0.28887317702174187, "loss_maskiou": 0.0063068617673707195, "loss_sem_seg": 0.33341140393167734, "lr": 0.01, "mask_rcnn/accuracy": 0.8537533772097937, "mask_rcnn/false_negative": 0.12448292156871008, "mask_rcnn/false_positive": 0.17435468756845163, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7228966038674116, "total_loss": 1.8169061556982342} {"data_time": 0.010553322732448578, "eta_seconds": 174543.96488494333, "iteration": 32919, "loss_fcos_cls": 0.3054990191012621, "loss_fcos_ctr": 0.6234697327017784, "loss_fcos_loc": 0.21615850599482656, "loss_mask": 0.2967642182484269, "loss_maskiou": 0.007185915295849554, "loss_sem_seg": 0.3813135544769466, "lr": 0.01, "mask_rcnn/accuracy": 0.8666115001349809, "mask_rcnn/false_negative": 0.0879366159709821, "mask_rcnn/false_positive": 0.1746174210619903, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7378159649670124, "total_loss": 1.8212452030711574} {"data_time": 0.010895826853811741, "eta_seconds": 174553.70225938782, "iteration": 32939, "loss_fcos_cls": 0.29891606234014034, "loss_fcos_ctr": 0.6261738510802388, "loss_fcos_loc": 0.2343569330405444, "loss_mask": 0.2875352520495653, "loss_maskiou": 0.007070070045301691, "loss_sem_seg": 0.3528600032441318, "lr": 0.01, "mask_rcnn/accuracy": 0.8962034245516388, "mask_rcnn/false_negative": 0.07714408050222044, "mask_rcnn/false_positive": 0.13925452820589584, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.0, "time": 0.7545861368998885, "total_loss": 1.8073355931483093} {"data_time": 0.009950060397386551, "eta_seconds": 174568.29380761087, "iteration": 32959, "loss_fcos_cls": 0.3213963625021279, "loss_fcos_ctr": 0.6261941287666559, "loss_fcos_loc": 0.23108792351558805, "loss_mask": 0.29476585518568754, "loss_maskiou": 0.0070008836628403515, "loss_sem_seg": 0.3315138639882207, "lr": 0.01, "mask_rcnn/accuracy": 0.8772791093181459, "mask_rcnn/false_negative": 0.085889263840387, "mask_rcnn/false_positive": 0.13617775119842146, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.74729248508811, "total_loss": 1.8103745660646382} {"data_time": 0.009722542949020863, "eta_seconds": 174490.8709701514, "iteration": 32979, "loss_fcos_cls": 0.3038635994307697, "loss_fcos_ctr": 0.6239891359582543, "loss_fcos_loc": 0.22330269240774214, "loss_mask": 0.27803295105695724, "loss_maskiou": 0.006450970773585141, "loss_sem_seg": 0.3284390717744827, "lr": 0.01, "mask_rcnn/accuracy": 0.8811107554724017, "mask_rcnn/false_negative": 0.11066618062917258, "mask_rcnn/false_positive": 0.13579146486016652, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.25, "time": 0.7182435421273112, "total_loss": 1.7612067342561204} {"data_time": 0.010238522663712502, "eta_seconds": 174386.84818156622, "iteration": 32999, "loss_fcos_cls": 0.30869852006435394, "loss_fcos_ctr": 0.621149281039834, "loss_fcos_loc": 0.21017089107772335, "loss_mask": 0.2691112570464611, "loss_maskiou": 0.006539121211972088, "loss_sem_seg": 0.3550937450490892, "lr": 0.01, "mask_rcnn/accuracy": 0.8779620513310711, "mask_rcnn/false_negative": 0.08887961621294796, "mask_rcnn/false_positive": 0.14167399381952678, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.7318256599828601, "total_loss": 1.7863959189489833} {"data_time": 0.01045413687825203, "eta_seconds": 174372.13205393963, "iteration": 33019, "loss_fcos_cls": 0.3139437867794186, "loss_fcos_ctr": 0.6246577696874738, "loss_fcos_loc": 0.223085000179708, "loss_mask": 0.2986280545592308, "loss_maskiou": 0.007463394998922013, "loss_sem_seg": 0.3380724061280489, "lr": 0.01, "mask_rcnn/accuracy": 0.8519366079765239, "mask_rcnn/false_negative": 0.1097623268252046, "mask_rcnn/false_positive": 0.16686546328345747, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7371827140450478, "total_loss": 1.8122223184327595} {"data_time": 0.009068083949387074, "eta_seconds": 174357.41592631303, "iteration": 33039, "loss_fcos_cls": 0.31939283292740583, "loss_fcos_ctr": 0.6280706841498613, "loss_fcos_loc": 0.2363455097656697, "loss_mask": 0.2965298481285572, "loss_maskiou": 0.007605104423419107, "loss_sem_seg": 0.40320514515042305, "lr": 0.01, "mask_rcnn/accuracy": 0.8680983862357821, "mask_rcnn/false_negative": 0.1058533767682936, "mask_rcnn/false_positive": 0.14979992235616157, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.25, "time": 0.7458575759083033, "total_loss": 1.871640491692233} {"data_time": 0.010246176272630692, "eta_seconds": 174298.64862827584, "iteration": 33059, "loss_fcos_cls": 0.31934788334183395, "loss_fcos_ctr": 0.6241643577814102, "loss_fcos_loc": 0.23649161402136087, "loss_mask": 0.2817736668512225, "loss_maskiou": 0.0065692026691976935, "loss_sem_seg": 0.31735836202278733, "lr": 0.01, "mask_rcnn/accuracy": 0.8720700165626927, "mask_rcnn/false_negative": 0.09610782192222483, "mask_rcnn/false_positive": 0.13389535720952558, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.25, "time": 0.7284836880862713, "total_loss": 1.8002703608290176} {"data_time": 0.010673748329281807, "eta_seconds": 174283.93621897325, "iteration": 33079, "loss_fcos_cls": 0.29864103021100163, "loss_fcos_ctr": 0.6214088788256049, "loss_fcos_loc": 0.2139581481460482, "loss_mask": 0.2960227709263563, "loss_maskiou": 0.006966702756471932, "loss_sem_seg": 0.35284456238150597, "lr": 0.01, "mask_rcnn/accuracy": 0.8739672830956349, "mask_rcnn/false_negative": 0.11118892718986273, "mask_rcnn/false_positive": 0.14710887430638686, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.75, "time": 0.7396743167191744, "total_loss": 1.7682948701985879} {"data_time": 0.010042540729045868, "eta_seconds": 174223.44547302648, "iteration": 33099, "loss_fcos_cls": 0.30188694316893816, "loss_fcos_ctr": 0.621662144549191, "loss_fcos_loc": 0.21432395419105887, "loss_mask": 0.2883545234799385, "loss_maskiou": 0.006728819083946291, "loss_sem_seg": 0.3599357847124338, "lr": 0.01, "mask_rcnn/accuracy": 0.8772360564255157, "mask_rcnn/false_negative": 0.0849383144810425, "mask_rcnn/false_positive": 0.14279119318181818, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7292065238580108, "total_loss": 1.7905579841317376} {"data_time": 0.009939839132130146, "eta_seconds": 174208.73692848906, "iteration": 33119, "loss_fcos_cls": 0.300204535597004, "loss_fcos_ctr": 0.6237252680584788, "loss_fcos_loc": 0.22005436039762571, "loss_mask": 0.28325014375150204, "loss_maskiou": 0.006020418368279934, "loss_sem_seg": 0.362633497454226, "lr": 0.01, "mask_rcnn/accuracy": 0.8736365568954855, "mask_rcnn/false_negative": 0.09734241711813713, "mask_rcnn/false_positive": 0.11850091064122195, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7268692031502724, "total_loss": 1.7657198300439632} {"data_time": 0.009327739477157593, "eta_seconds": 174194.02838395163, "iteration": 33139, "loss_fcos_cls": 0.30223360331729054, "loss_fcos_ctr": 0.625985290389508, "loss_fcos_loc": 0.22344004805199802, "loss_mask": 0.2820673007518053, "loss_maskiou": 0.008040224623982795, "loss_sem_seg": 0.3173254495486617, "lr": 0.01, "mask_rcnn/accuracy": 0.8633240796318528, "mask_rcnn/false_negative": 0.10312980811919893, "mask_rcnn/false_positive": 0.16336895256336914, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.7507409695535898, "total_loss": 1.7704461609391728} {"data_time": 0.009907831437885761, "eta_seconds": 174148.38524666335, "iteration": 33159, "loss_fcos_cls": 0.3180136042647064, "loss_fcos_ctr": 0.6279419669881463, "loss_fcos_loc": 0.21950300503522158, "loss_mask": 0.2813400123268366, "loss_maskiou": 0.0074623035616241395, "loss_sem_seg": 0.3479580716229975, "lr": 0.01, "mask_rcnn/accuracy": 0.8633818067869223, "mask_rcnn/false_negative": 0.10128797738012148, "mask_rcnn/false_positive": 0.18166096254427933, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 41.25, "time": 0.7175661073997617, "total_loss": 1.8040624958230183} {"data_time": 0.009544085711240768, "eta_seconds": 174098.4687536424, "iteration": 33179, "loss_fcos_cls": 0.3071027423720807, "loss_fcos_ctr": 0.625375839881599, "loss_fcos_loc": 0.2276061454322189, "loss_mask": 0.28389221150428057, "loss_maskiou": 0.006545436437590979, "loss_sem_seg": 0.3559428402222693, "lr": 0.01, "mask_rcnn/accuracy": 0.8783195192970805, "mask_rcnn/false_negative": 0.10321784416918595, "mask_rcnn/false_positive": 0.15761732184543806, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.0, "time": 0.720846869982779, "total_loss": 1.8000436400761828} {"data_time": 0.009613022208213806, "eta_seconds": 174160.01971591823, "iteration": 33199, "loss_fcos_cls": 0.3033722401596606, "loss_fcos_ctr": 0.6256141685880721, "loss_fcos_loc": 0.22571789915673435, "loss_mask": 0.28440176602452993, "loss_maskiou": 0.0064480330620426685, "loss_sem_seg": 0.35781505331397057, "lr": 0.01, "mask_rcnn/accuracy": 0.8961843708597197, "mask_rcnn/false_negative": 0.08582256019298373, "mask_rcnn/false_positive": 0.12369413639583932, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7413333365693688, "total_loss": 1.7641064453855506} {"data_time": 0.009815512225031853, "eta_seconds": 174081.27763140388, "iteration": 33219, "loss_fcos_cls": 0.3154522432014346, "loss_fcos_ctr": 0.6224462981335819, "loss_fcos_loc": 0.21961866202764213, "loss_mask": 0.2792606148868799, "loss_maskiou": 0.007030858279904351, "loss_sem_seg": 0.3807002445682883, "lr": 0.01, "mask_rcnn/accuracy": 0.8903192532952364, "mask_rcnn/false_negative": 0.0960339463973368, "mask_rcnn/false_positive": 0.1313014191830064, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.5, "time": 0.7284157034009695, "total_loss": 1.8118301150607294} {"data_time": 0.009046819061040878, "eta_seconds": 174108.3989063995, "iteration": 33239, "loss_fcos_cls": 0.3117256590630859, "loss_fcos_ctr": 0.6229252284392715, "loss_fcos_loc": 0.2199025609297678, "loss_mask": 0.29370958264917135, "loss_maskiou": 0.007534548523835838, "loss_sem_seg": 0.39128199266269803, "lr": 0.01, "mask_rcnn/accuracy": 0.8981723110162432, "mask_rcnn/false_negative": 0.08636238383256709, "mask_rcnn/false_positive": 0.13591325225640344, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.7307107206434011, "total_loss": 1.8359577889495995} {"data_time": 0.010049593634903431, "eta_seconds": 174200.5604463471, "iteration": 33259, "loss_fcos_cls": 0.3143150224350393, "loss_fcos_ctr": 0.6237307954579592, "loss_fcos_loc": 0.2242857995443046, "loss_mask": 0.28595322370529175, "loss_maskiou": 0.007258105863002129, "loss_sem_seg": 0.3689881400205195, "lr": 0.01, "mask_rcnn/accuracy": 0.8769300964792113, "mask_rcnn/false_negative": 0.09062283991646171, "mask_rcnn/false_positive": 0.13202386723176807, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7514056349173188, "total_loss": 1.812051096916548} {"data_time": 0.010774165391921997, "eta_seconds": 174101.18211988918, "iteration": 33279, "loss_fcos_cls": 0.3095237493980676, "loss_fcos_ctr": 0.6271657017059624, "loss_fcos_loc": 0.22756744630169123, "loss_mask": 0.2922531617805362, "loss_maskiou": 0.007412062361254357, "loss_sem_seg": 0.31251255935058, "lr": 0.01, "mask_rcnn/accuracy": 0.8642539545938857, "mask_rcnn/false_negative": 0.11492293698459669, "mask_rcnn/false_positive": 0.18848090057601286, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 40.75, "time": 0.721293474547565, "total_loss": 1.796779814241745} {"data_time": 0.009747139178216457, "eta_seconds": 174255.29235597607, "iteration": 33299, "loss_fcos_cls": 0.29801462637260556, "loss_fcos_ctr": 0.6250419588759542, "loss_fcos_loc": 0.20993991155410185, "loss_mask": 0.28422505129128695, "loss_maskiou": 0.006533141619001981, "loss_sem_seg": 0.3230933677405119, "lr": 0.01, "mask_rcnn/accuracy": 0.8625558206176269, "mask_rcnn/false_negative": 0.1150741813101766, "mask_rcnn/false_positive": 0.14617485766416066, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7393626179546118, "total_loss": 1.7556933348241728} {"data_time": 0.010027886368334293, "eta_seconds": 174321.88441701327, "iteration": 33319, "loss_fcos_cls": 0.30509183602407575, "loss_fcos_ctr": 0.6240400914102793, "loss_fcos_loc": 0.21295282919891179, "loss_mask": 0.2861477145925164, "loss_maskiou": 0.00693101117212791, "loss_sem_seg": 0.31004040129482746, "lr": 0.01, "mask_rcnn/accuracy": 0.8552739101323816, "mask_rcnn/false_negative": 0.09987798683750712, "mask_rcnn/false_positive": 0.17534097812601687, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7408215748146176, "total_loss": 1.75134270855051} {"data_time": 0.010011651553213596, "eta_seconds": 174341.04024861474, "iteration": 33339, "loss_fcos_cls": 0.30434087850153446, "loss_fcos_ctr": 0.623724274802953, "loss_fcos_loc": 0.2214290292467922, "loss_mask": 0.2977463845163584, "loss_maskiou": 0.007008830325503368, "loss_sem_seg": 0.3122698498191312, "lr": 0.01, "mask_rcnn/accuracy": 0.8727917729591836, "mask_rcnn/false_negative": 0.10288708825457793, "mask_rcnn/false_positive": 0.14842278875992415, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 42.5, "time": 0.7573054591193795, "total_loss": 1.8159310948831262} {"data_time": 0.009787339717149734, "eta_seconds": 174341.4361214945, "iteration": 33359, "loss_fcos_cls": 0.3152865581214428, "loss_fcos_ctr": 0.6182692237198353, "loss_fcos_loc": 0.20652174227871, "loss_mask": 0.29830490704625845, "loss_maskiou": 0.00727787877258379, "loss_sem_seg": 0.3002272588200867, "lr": 0.01, "mask_rcnn/accuracy": 0.8511224655339099, "mask_rcnn/false_negative": 0.10084192108940704, "mask_rcnn/false_positive": 0.1975434309835282, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.25, "time": 0.748301855288446, "total_loss": 1.8159146834659623} {"data_time": 0.009888354688882828, "eta_seconds": 174304.598726104, "iteration": 33379, "loss_fcos_cls": 0.3014532634988427, "loss_fcos_ctr": 0.6250117933377624, "loss_fcos_loc": 0.23095773917157203, "loss_mask": 0.2826368329115212, "loss_maskiou": 0.0071097155814641155, "loss_sem_seg": 0.34295210894197226, "lr": 0.01, "mask_rcnn/accuracy": 0.888540569020021, "mask_rcnn/false_negative": 0.06979419609877793, "mask_rcnn/false_positive": 0.17601316105451187, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7305997377261519, "total_loss": 1.8154505815728044} {"data_time": 0.009479518979787827, "eta_seconds": 174218.55322683603, "iteration": 33399, "loss_fcos_cls": 0.2987946050707251, "loss_fcos_ctr": 0.6253641759976745, "loss_fcos_loc": 0.21931795356795192, "loss_mask": 0.28944709338247776, "loss_maskiou": 0.006436421972466633, "loss_sem_seg": 0.36250919848680496, "lr": 0.01, "mask_rcnn/accuracy": 0.8828421885995777, "mask_rcnn/false_negative": 0.08103845059733555, "mask_rcnn/false_positive": 0.1685626700764944, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7257470488548279, "total_loss": 1.7866282483300893} {"data_time": 0.010123091749846935, "eta_seconds": 174275.13310830574, "iteration": 33419, "loss_fcos_cls": 0.30610996671020985, "loss_fcos_ctr": 0.6268938751891255, "loss_fcos_loc": 0.22970956610515714, "loss_mask": 0.29719359148293734, "loss_maskiou": 0.00661535857943818, "loss_sem_seg": 0.34715710720047355, "lr": 0.01, "mask_rcnn/accuracy": 0.8716244073386931, "mask_rcnn/false_negative": 0.11120725510779113, "mask_rcnn/false_positive": 0.17341563756930534, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.7584711574018002, "total_loss": 1.8203868856217014} {"data_time": 0.01029676292091608, "eta_seconds": 174282.49741311464, "iteration": 33439, "loss_fcos_cls": 0.30541114951483905, "loss_fcos_ctr": 0.6239471510052681, "loss_fcos_loc": 0.21256221760995686, "loss_mask": 0.2770522804930806, "loss_maskiou": 0.00624341623915825, "loss_sem_seg": 0.3368687597103417, "lr": 0.01, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.5, "time": 0.7285409839823842, "total_loss": 1.7443308385118144} {"data_time": 0.009629073552787304, "eta_seconds": 174303.07485873532, "iteration": 33459, "loss_fcos_cls": 0.31326132267713547, "loss_fcos_ctr": 0.624476769939065, "loss_fcos_loc": 0.2192909133154899, "loss_mask": 0.28694705571979284, "loss_maskiou": 0.006527078337967396, "loss_sem_seg": 0.31684861425310373, "lr": 0.01, "mask_rcnn/accuracy": 0.8976184529755958, "mask_rcnn/false_negative": 0.0668386849146852, "mask_rcnn/false_positive": 0.10706270082163846, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7559902146458626, "total_loss": 1.7627025376423262} {"data_time": 0.0104787303134799, "eta_seconds": 174329.82070696633, "iteration": 33479, "loss_fcos_cls": 0.2896431640256196, "loss_fcos_ctr": 0.6234957296401262, "loss_fcos_loc": 0.22813247330486774, "loss_mask": 0.28463651053607464, "loss_maskiou": 0.006523223455587868, "loss_sem_seg": 0.34853906417265534, "lr": 0.01, "mask_rcnn/accuracy": 0.8634898726932634, "mask_rcnn/false_negative": 0.12175191209534955, "mask_rcnn/false_positive": 0.13987773346298324, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.25, "time": 0.7306332532316446, "total_loss": 1.807761834032135} {"data_time": 0.009527231566607952, "eta_seconds": 174223.17306120414, "iteration": 33499, "loss_fcos_cls": 0.29740687529556453, "loss_fcos_ctr": 0.6227487986907363, "loss_fcos_loc": 0.22508031176403165, "loss_mask": 0.2766861114650965, "loss_maskiou": 0.006055389734683558, "loss_sem_seg": 0.35562504082918167, "lr": 0.01, "mask_rcnn/accuracy": 0.9044459900685012, "mask_rcnn/false_negative": 0.09071424440228085, "mask_rcnn/false_positive": 0.10756095815536772, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 38.0, "time": 0.7314487863332033, "total_loss": 1.7551183837931603} {"data_time": 0.00885770469903946, "eta_seconds": 174208.43966277782, "iteration": 33519, "loss_fcos_cls": 0.29113068664446473, "loss_fcos_ctr": 0.6234461846761405, "loss_fcos_loc": 0.22508473810739815, "loss_mask": 0.2900307681411505, "loss_maskiou": 0.006389500485965982, "loss_sem_seg": 0.32778970594517887, "lr": 0.01, "mask_rcnn/accuracy": 0.8790536527110844, "mask_rcnn/false_negative": 0.0908378924328254, "mask_rcnn/false_positive": 0.14150654173815017, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7354189325124025, "total_loss": 1.7688251749641495} {"data_time": 0.009709932841360569, "eta_seconds": 174159.84853508044, "iteration": 33539, "loss_fcos_cls": 0.28932479582726955, "loss_fcos_ctr": 0.6222993168048561, "loss_fcos_loc": 0.2120411500800401, "loss_mask": 0.2862694039940834, "loss_maskiou": 0.0067037218395853415, "loss_sem_seg": 0.3214262989349663, "lr": 0.01, "mask_rcnn/accuracy": 0.8587594965543877, "mask_rcnn/false_negative": 0.0831632574700387, "mask_rcnn/false_positive": 0.18041393012275536, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 41.5, "time": 0.7321859551593661, "total_loss": 1.7352878532765317} {"data_time": 0.010491072200238705, "eta_seconds": 174178.97286592517, "iteration": 33559, "loss_fcos_cls": 0.323022787226364, "loss_fcos_ctr": 0.6208797763101757, "loss_fcos_loc": 0.213082097703591, "loss_mask": 0.279288399964571, "loss_maskiou": 0.006979832367505878, "loss_sem_seg": 0.349241946823895, "lr": 0.01, "mask_rcnn/accuracy": 0.8776627132559283, "mask_rcnn/false_negative": 0.10302162020616373, "mask_rcnn/false_positive": 0.16030388716804644, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 39.5, "time": 0.7504863059148192, "total_loss": 1.7866340882101213} {"data_time": 0.009591244161128998, "eta_seconds": 174164.23946749885, "iteration": 33579, "loss_fcos_cls": 0.29363055620342493, "loss_fcos_ctr": 0.6247946359217167, "loss_fcos_loc": 0.22625107679050416, "loss_mask": 0.3035044027492404, "loss_maskiou": 0.006474268171587028, "loss_sem_seg": 0.3124449606984854, "lr": 0.01, "mask_rcnn/accuracy": 0.8598755229791447, "mask_rcnn/false_negative": 0.10241723187068344, "mask_rcnn/false_positive": 0.1851902354994633, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.0, "time": 0.7386814514175057, "total_loss": 1.770927259058226} {"data_time": 0.009659123606979847, "eta_seconds": 174078.80891728774, "iteration": 33599, "loss_fcos_cls": 0.29241457441821694, "loss_fcos_ctr": 0.6268978640437126, "loss_fcos_loc": 0.21998558030463755, "loss_mask": 0.30089079309254885, "loss_maskiou": 0.007455672093783505, "loss_sem_seg": 0.3541983915492892, "lr": 0.01, "mask_rcnn/accuracy": 0.8683519460415745, "mask_rcnn/false_negative": 0.11435200633697734, "mask_rcnn/false_positive": 0.1595150216399137, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 42.5, "time": 0.7341302176937461, "total_loss": 1.8084204269689508} {"data_time": 0.009727496653795242, "eta_seconds": 173827.19104116783, "iteration": 33619, "loss_fcos_cls": 0.31681086821481586, "loss_fcos_ctr": 0.6248265681788325, "loss_fcos_loc": 0.215401227818802, "loss_mask": 0.28996769711375237, "loss_maskiou": 0.007443994487402961, "loss_sem_seg": 0.31613272288814187, "lr": 0.01, "mask_rcnn/accuracy": 0.8796725717587338, "mask_rcnn/false_negative": 0.09071272656217462, "mask_rcnn/false_positive": 0.15309622254609256, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.7382780136540532, "total_loss": 1.777219437994063} {"data_time": 0.010449443012475967, "eta_seconds": 173909.12110670004, "iteration": 33639, "loss_fcos_cls": 0.30264308536425233, "loss_fcos_ctr": 0.6219281563535333, "loss_fcos_loc": 0.21827490185387433, "loss_mask": 0.28311825497075915, "loss_maskiou": 0.006836710294010118, "loss_sem_seg": 0.36687115323729813, "lr": 0.01, "mask_rcnn/accuracy": 0.8832069753442694, "mask_rcnn/false_negative": 0.09466743427966512, "mask_rcnn/false_positive": 0.14493797287704197, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7260514898225665, "total_loss": 1.8131832684593974} {"data_time": 0.011052125133574009, "eta_seconds": 173727.41998528875, "iteration": 33659, "loss_fcos_cls": 0.29739298520144075, "loss_fcos_ctr": 0.6270418195053935, "loss_fcos_loc": 0.2262720367871225, "loss_mask": 0.2770166611298919, "loss_maskiou": 0.0065434586722403765, "loss_sem_seg": 0.3295040047960356, "lr": 0.01, "mask_rcnn/accuracy": 0.8833406638517476, "mask_rcnn/false_negative": 0.08806096310804473, "mask_rcnn/false_positive": 0.12081823829813587, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.25, "time": 0.7329445965588093, "total_loss": 1.7861506967892637} {"data_time": 0.012497295625507832, "eta_seconds": 173744.19004899543, "iteration": 33679, "loss_fcos_cls": 0.29898421186953783, "loss_fcos_ctr": 0.6253248085267842, "loss_fcos_loc": 0.21823675278574228, "loss_mask": 0.29288028134033084, "loss_maskiou": 0.006823628456913866, "loss_sem_seg": 0.335955030284822, "lr": 0.01, "mask_rcnn/accuracy": 0.8836979791916767, "mask_rcnn/false_negative": 0.08923213314503081, "mask_rcnn/false_positive": 0.14481920144645072, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.7362317061051726, "total_loss": 1.74311096834208} {"data_time": 0.010410425253212452, "eta_seconds": 173768.36154436693, "iteration": 33699, "loss_fcos_cls": 0.31005992740392685, "loss_fcos_ctr": 0.6269875410944223, "loss_fcos_loc": 0.22477367834653705, "loss_mask": 0.29163868725299835, "loss_maskiou": 0.006729623084538616, "loss_sem_seg": 0.345050853677094, "lr": 0.01, "mask_rcnn/accuracy": 0.8720754300524037, "mask_rcnn/false_negative": 0.13062249381331714, "mask_rcnn/false_positive": 0.1371511620239124, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.0, "time": 0.7525016097351909, "total_loss": 1.8406819657757296} {"data_time": 0.01022723875939846, "eta_seconds": 173753.6541701667, "iteration": 33719, "loss_fcos_cls": 0.29000801499933004, "loss_fcos_ctr": 0.6236242614686489, "loss_fcos_loc": 0.2135224191006273, "loss_mask": 0.2871785266324878, "loss_maskiou": 0.006293610102147795, "loss_sem_seg": 0.33532994892448187, "lr": 0.01, "mask_rcnn/accuracy": 0.8706891452233068, "mask_rcnn/false_negative": 0.08733251465217515, "mask_rcnn/false_positive": 0.17258381136643924, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7441869657486677, "total_loss": 1.7607970195822418} {"data_time": 0.00992219801992178, "eta_seconds": 173709.51334699336, "iteration": 33739, "loss_fcos_cls": 0.30060817883349955, "loss_fcos_ctr": 0.6274062711745501, "loss_fcos_loc": 0.2232193371746689, "loss_mask": 0.2825749106705189, "loss_maskiou": 0.006656408906565048, "loss_sem_seg": 0.3442664030008018, "lr": 0.01, "mask_rcnn/accuracy": 0.8861674659450729, "mask_rcnn/false_negative": 0.08426278716027982, "mask_rcnn/false_positive": 0.15172172927673128, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.7391712861135602, "total_loss": 1.807366609966266} {"data_time": 0.010045374743640423, "eta_seconds": 173694.80846439768, "iteration": 33759, "loss_fcos_cls": 0.29689866479020566, "loss_fcos_ctr": 0.6253188294358552, "loss_fcos_loc": 0.22404499864205718, "loss_mask": 0.28109704004600644, "loss_maskiou": 0.007042803532385733, "loss_sem_seg": 0.33111879881471395, "lr": 0.01, "mask_rcnn/accuracy": 0.882582795022771, "mask_rcnn/false_negative": 0.09415394717003522, "mask_rcnn/false_positive": 0.15727535782240737, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.7354530123993754, "total_loss": 1.7686270675330888} {"data_time": 0.010174892842769623, "eta_seconds": 173470.471715305, "iteration": 33779, "loss_fcos_cls": 0.3043542020022869, "loss_fcos_ctr": 0.6228887122124434, "loss_fcos_loc": 0.2149552011396736, "loss_mask": 0.2702692477032542, "loss_maskiou": 0.005697054984921124, "loss_sem_seg": 0.3249406130053103, "lr": 0.01, "mask_rcnn/accuracy": 0.8791681327703496, "mask_rcnn/false_negative": 0.09451378452118087, "mask_rcnn/false_positive": 0.12484163656382136, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7279512407258153, "total_loss": 1.7519360007281648} {"data_time": 0.010472707450389862, "eta_seconds": 173594.85638970137, "iteration": 33799, "loss_fcos_cls": 0.29964655824005604, "loss_fcos_ctr": 0.624294419772923, "loss_fcos_loc": 0.21265575499273837, "loss_mask": 0.27691982965916395, "loss_maskiou": 0.006173898967972491, "loss_sem_seg": 0.3434163797646761, "lr": 0.01, "mask_rcnn/accuracy": 0.8738398961279427, "mask_rcnn/false_negative": 0.0927043954560054, "mask_rcnn/false_positive": 0.16375493228086901, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7501056510955095, "total_loss": 1.7298631424782798} {"data_time": 0.01101752184331417, "eta_seconds": 173619.9998410698, "iteration": 33819, "loss_fcos_cls": 0.29297429835423827, "loss_fcos_ctr": 0.6234774505719543, "loss_fcos_loc": 0.21284548239782453, "loss_mask": 0.2672487962990999, "loss_maskiou": 0.0067162599007133394, "loss_sem_seg": 0.3571559088304639, "lr": 0.01, "mask_rcnn/accuracy": 0.8854505781729501, "mask_rcnn/false_negative": 0.09879427783203473, "mask_rcnn/false_positive": 0.14081669629102717, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7460090573877096, "total_loss": 1.7533015993685694} {"data_time": 0.010318058542907238, "eta_seconds": 173501.6929655671, "iteration": 33839, "loss_fcos_cls": 0.3095982354134321, "loss_fcos_ctr": 0.6246920637786388, "loss_fcos_loc": 0.2195973063353449, "loss_mask": 0.2750539407134056, "loss_maskiou": 0.006111163631430827, "loss_sem_seg": 0.3625089917331934, "lr": 0.01, "mask_rcnn/accuracy": 0.8637700119390896, "mask_rcnn/false_negative": 0.10382129021792921, "mask_rcnn/false_positive": 0.13535958084884142, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7220917101949453, "total_loss": 1.8154000406902924} {"data_time": 0.00947104673832655, "eta_seconds": 173580.40578124858, "iteration": 33859, "loss_fcos_cls": 0.29457539680879563, "loss_fcos_ctr": 0.626495111733675, "loss_fcos_loc": 0.2255537739256397, "loss_mask": 0.2819257276132703, "loss_maskiou": 0.0067785166029352695, "loss_sem_seg": 0.36326313484460115, "lr": 0.01, "mask_rcnn/accuracy": 0.8644072560635196, "mask_rcnn/false_negative": 0.11506381910663124, "mask_rcnn/false_positive": 0.15316649163074197, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.0, "time": 0.7384751094505191, "total_loss": 1.7857370729398099} {"data_time": 0.009102900512516499, "eta_seconds": 173536.06075161695, "iteration": 33879, "loss_fcos_cls": 0.30776397278532386, "loss_fcos_ctr": 0.6242025699466467, "loss_fcos_loc": 0.21929579367861152, "loss_mask": 0.2742090132087469, "loss_maskiou": 0.005811025388538837, "loss_sem_seg": 0.38080266676843166, "lr": 0.01, "mask_rcnn/accuracy": 0.8822868018680827, "mask_rcnn/false_negative": 0.09234202464728292, "mask_rcnn/false_positive": 0.12942572669954502, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7261214163154364, "total_loss": 1.8101297004759545} {"data_time": 0.010632655583322048, "eta_seconds": 173382.34891248122, "iteration": 33899, "loss_fcos_cls": 0.3033060447778553, "loss_fcos_ctr": 0.6252232985571027, "loss_fcos_loc": 0.22019432880915701, "loss_mask": 0.29156866297125816, "loss_maskiou": 0.0068532462464645505, "loss_sem_seg": 0.35279933037236333, "lr": 0.01, "mask_rcnn/accuracy": 0.897926326358246, "mask_rcnn/false_negative": 0.08178197347028504, "mask_rcnn/false_positive": 0.13293164073359348, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7276671277359128, "total_loss": 1.7896086077598738} {"data_time": 0.009669938124716282, "eta_seconds": 173317.91146533377, "iteration": 33919, "loss_fcos_cls": 0.3078387281857431, "loss_fcos_ctr": 0.6253998335450888, "loss_fcos_loc": 0.2299495949409902, "loss_mask": 0.31031040102243423, "loss_maskiou": 0.007620584299729671, "loss_sem_seg": 0.33304385375231504, "lr": 0.01, "mask_rcnn/accuracy": 0.870253333162839, "mask_rcnn/false_negative": 0.10782079279082711, "mask_rcnn/false_positive": 0.15688247901440325, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.0, "time": 0.7477489272132516, "total_loss": 1.8080728340573842} {"data_time": 0.009537750855088234, "eta_seconds": 173269.30849322118, "iteration": 33939, "loss_fcos_cls": 0.30897729750722647, "loss_fcos_ctr": 0.6270992932841182, "loss_fcos_loc": 0.22044305666349828, "loss_mask": 0.2890476733446121, "loss_maskiou": 0.006884152433485724, "loss_sem_seg": 0.3172639962285757, "lr": 0.01, "mask_rcnn/accuracy": 0.8714382568704151, "mask_rcnn/false_negative": 0.09710561318419629, "mask_rcnn/false_positive": 0.15271730979774462, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.723041926510632, "total_loss": 1.78194134189107} {"data_time": 0.009613843634724617, "eta_seconds": 173273.48439293448, "iteration": 33959, "loss_fcos_cls": 0.30698490189388394, "loss_fcos_ctr": 0.6273545706644654, "loss_fcos_loc": 0.22765681077726185, "loss_mask": 0.2991342581808567, "loss_maskiou": 0.0071023667842382565, "loss_sem_seg": 0.3115748609416187, "lr": 0.01, "mask_rcnn/accuracy": 0.8622225675984679, "mask_rcnn/false_negative": 0.09309861604724254, "mask_rcnn/false_positive": 0.14571256986782122, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.75, "time": 0.750292238779366, "total_loss": 1.7836964615125908} {"data_time": 0.010278633795678616, "eta_seconds": 173462.56620401144, "iteration": 33979, "loss_fcos_cls": 0.30082490807399154, "loss_fcos_ctr": 0.6239842553623021, "loss_fcos_loc": 0.21763578429818153, "loss_mask": 0.28026186022907495, "loss_maskiou": 0.006686209831968881, "loss_sem_seg": 0.3329368808772415, "lr": 0.01, "mask_rcnn/accuracy": 0.8922109962406015, "mask_rcnn/false_negative": 0.08360119134823767, "mask_rcnn/false_positive": 0.1224356069669334, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.25, "time": 0.7400557128712535, "total_loss": 1.8101485283332295} {"data_time": 0.009680011309683323, "eta_seconds": 173515.22221802082, "iteration": 33999, "loss_fcos_cls": 0.3052873982815072, "loss_fcos_ctr": 0.6257375725544989, "loss_fcos_loc": 0.23091099492739886, "loss_mask": 0.2961820010095835, "loss_maskiou": 0.006579436871106736, "loss_sem_seg": 0.341278514591977, "lr": 0.01, "mask_rcnn/accuracy": 0.8532590587255311, "mask_rcnn/false_negative": 0.10117584391852147, "mask_rcnn/false_positive": 0.1450166733902766, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7496355036273599, "total_loss": 1.8172274582029786} {"data_time": 0.009932051412761211, "eta_seconds": 173472.97700702213, "iteration": 34019, "loss_fcos_cls": 0.3152103291358799, "loss_fcos_ctr": 0.622034699190408, "loss_fcos_loc": 0.21906854026019573, "loss_mask": 0.29146898724138737, "loss_maskiou": 0.007199644242064096, "loss_sem_seg": 0.33913319557905197, "lr": 0.01, "mask_rcnn/accuracy": 0.8752998284590319, "mask_rcnn/false_negative": 0.08910224260344811, "mask_rcnn/false_positive": 0.16947549498180342, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7289357278496027, "total_loss": 1.8391659950139} {"data_time": 0.009957543574273586, "eta_seconds": 173448.09299761243, "iteration": 34039, "loss_fcos_cls": 0.2927356956060976, "loss_fcos_ctr": 0.625179666094482, "loss_fcos_loc": 0.22666408866643906, "loss_mask": 0.2968743946403265, "loss_maskiou": 0.006701722741127014, "loss_sem_seg": 0.28062485926784575, "lr": 0.01, "mask_rcnn/accuracy": 0.8823640784438775, "mask_rcnn/false_negative": 0.10236630731914047, "mask_rcnn/false_positive": 0.14694880704633734, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.75, "time": 0.7326608039438725, "total_loss": 1.7560480438696686} {"data_time": 0.009007718414068222, "eta_seconds": 173492.3483809121, "iteration": 34059, "loss_fcos_cls": 0.3020041277632117, "loss_fcos_ctr": 0.6210930291563272, "loss_fcos_loc": 0.2120878892019391, "loss_mask": 0.28594401804730296, "loss_maskiou": 0.006862383845145814, "loss_sem_seg": 0.35399865033105016, "lr": 0.01, "mask_rcnn/accuracy": 0.8823260123746937, "mask_rcnn/false_negative": 0.11206258391400396, "mask_rcnn/false_positive": 0.11037956917189976, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7492868062108755, "total_loss": 1.7831202113302425} {"data_time": 0.009916378185153008, "eta_seconds": 173428.87015680782, "iteration": 34079, "loss_fcos_cls": 0.2926093302667141, "loss_fcos_ctr": 0.625560037791729, "loss_fcos_loc": 0.22358633717522025, "loss_mask": 0.29625744465738535, "loss_maskiou": 0.007101990995579399, "loss_sem_seg": 0.3759856317192316, "lr": 0.01, "mask_rcnn/accuracy": 0.863351685774736, "mask_rcnn/false_negative": 0.13007393057774974, "mask_rcnn/false_positive": 0.1368563431277552, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.0, "time": 0.7251438247039914, "total_loss": 1.8213037434907164} {"data_time": 0.009647522121667862, "eta_seconds": 173462.93554492667, "iteration": 34099, "loss_fcos_cls": 0.29821259854361415, "loss_fcos_ctr": 0.6258360166102648, "loss_fcos_loc": 0.21223950159037486, "loss_mask": 0.2952705519273877, "loss_maskiou": 0.00778001599246636, "loss_sem_seg": 0.36253647645935416, "lr": 0.01, "mask_rcnn/accuracy": 0.8658360482747316, "mask_rcnn/false_negative": 0.09987533234040549, "mask_rcnn/false_positive": 0.13056581926208588, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7378647057339549, "total_loss": 1.8153278830141062} {"data_time": 0.009314972907304764, "eta_seconds": 173678.44941785373, "iteration": 34119, "loss_fcos_cls": 0.31290549389086664, "loss_fcos_ctr": 0.6233565853908658, "loss_fcos_loc": 0.22156816464848816, "loss_mask": 0.2966823372989893, "loss_maskiou": 0.006908297393238172, "loss_sem_seg": 0.34791773767210543, "lr": 0.01, "mask_rcnn/accuracy": 0.8608780852084423, "mask_rcnn/false_negative": 0.12974403304241894, "mask_rcnn/false_positive": 0.14083808484315127, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7446405505761504, "total_loss": 1.8523852714715758} {"data_time": 0.010436471551656723, "eta_seconds": 173779.86352870055, "iteration": 34139, "loss_fcos_cls": 0.2995977762620896, "loss_fcos_ctr": 0.619960255920887, "loss_fcos_loc": 0.20700127497548237, "loss_mask": 0.2668264815583825, "loss_maskiou": 0.006891677752719261, "loss_sem_seg": 0.31613430846482515, "lr": 0.01, "mask_rcnn/accuracy": 0.8884474397867255, "mask_rcnn/false_negative": 0.10137060266249676, "mask_rcnn/false_positive": 0.12226257590777481, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.75, "time": 0.749747870489955, "total_loss": 1.7089420337288175} {"data_time": 0.009418793953955173, "eta_seconds": 173786.4738492323, "iteration": 34159, "loss_fcos_cls": 0.3006435036659241, "loss_fcos_ctr": 0.6229264689609408, "loss_fcos_loc": 0.22857893025502563, "loss_mask": 0.2888195449486375, "loss_maskiou": 0.006687972098006867, "loss_sem_seg": 0.380063752643764, "lr": 0.01, "mask_rcnn/accuracy": 0.8665766685276943, "mask_rcnn/false_negative": 0.10806524593154407, "mask_rcnn/false_positive": 0.14771873251344805, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 42.0, "time": 0.7192675219848752, "total_loss": 1.8290891342767281} {"data_time": 0.01119115948677063, "eta_seconds": 173728.6097266702, "iteration": 34179, "loss_fcos_cls": 0.2957003181800246, "loss_fcos_ctr": 0.6264021433889866, "loss_fcos_loc": 0.22365194279700518, "loss_mask": 0.2903186585754156, "loss_maskiou": 0.007914720772532746, "loss_sem_seg": 0.3652279572561383, "lr": 0.01, "mask_rcnn/accuracy": 0.8723381260153316, "mask_rcnn/false_negative": 0.08497277751709584, "mask_rcnn/false_positive": 0.16833819340730938, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.25, "time": 0.7307095844298601, "total_loss": 1.7984131387929665} {"data_time": 0.010319351218640804, "eta_seconds": 173619.54566573538, "iteration": 34199, "loss_fcos_cls": 0.29222637647762895, "loss_fcos_ctr": 0.6250732224434614, "loss_fcos_loc": 0.2247575910296291, "loss_mask": 0.29859356861561537, "loss_maskiou": 0.007152725578635, "loss_sem_seg": 0.3402926167473197, "lr": 0.01, "mask_rcnn/accuracy": 0.8999124987832972, "mask_rcnn/false_negative": 0.07956445262236576, "mask_rcnn/false_positive": 0.15026089809181714, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7356384564191103, "total_loss": 1.8076354172662832} {"data_time": 0.010182478465139866, "eta_seconds": 173699.14184896182, "iteration": 34219, "loss_fcos_cls": 0.30293269036337733, "loss_fcos_ctr": 0.6277627516537905, "loss_fcos_loc": 0.21950458828359842, "loss_mask": 0.29294474702328444, "loss_maskiou": 0.006457121126004495, "loss_sem_seg": 0.3627246208488941, "lr": 0.01, "mask_rcnn/accuracy": 0.8821361770992981, "mask_rcnn/false_negative": 0.10802020865452358, "mask_rcnn/false_positive": 0.1267980696465271, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7389047117903829, "total_loss": 1.82818767245044} {"data_time": 0.009935686364769936, "eta_seconds": 173659.48127790727, "iteration": 34239, "loss_fcos_cls": 0.30493349209427834, "loss_fcos_ctr": 0.6218146150931716, "loss_fcos_loc": 0.21174903842620552, "loss_mask": 0.2784058302640915, "loss_maskiou": 0.006161485493066721, "loss_sem_seg": 0.33249769313260913, "lr": 0.01, "mask_rcnn/accuracy": 0.8872312936723603, "mask_rcnn/false_negative": 0.07010006540960442, "mask_rcnn/false_positive": 0.14336292358593408, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.0, "time": 0.7319986885413527, "total_loss": 1.7448975607694592} {"data_time": 0.01044551469385624, "eta_seconds": 173345.28420098498, "iteration": 34259, "loss_fcos_cls": 0.3111187955364585, "loss_fcos_ctr": 0.6254856493324041, "loss_fcos_loc": 0.22083308873698115, "loss_mask": 0.2831518966704607, "loss_maskiou": 0.0067466391701600514, "loss_sem_seg": 0.3801776301115751, "lr": 0.01, "mask_rcnn/accuracy": 0.8769764205416914, "mask_rcnn/false_negative": 0.11772168797483881, "mask_rcnn/false_positive": 0.14976373091708617, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.721150603145361, "total_loss": 1.8048613211794873} {"data_time": 0.009567237459123135, "eta_seconds": 173419.94871908892, "iteration": 34279, "loss_fcos_cls": 0.3110924744978547, "loss_fcos_ctr": 0.6227442529052496, "loss_fcos_loc": 0.22136899223551154, "loss_mask": 0.3046338791027665, "loss_maskiou": 0.007770866417558864, "loss_sem_seg": 0.3400835292413831, "lr": 0.01, "mask_rcnn/accuracy": 0.8495413069073783, "mask_rcnn/false_negative": 0.11147649043810798, "mask_rcnn/false_positive": 0.1718374748072508, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.5, "time": 0.7240455066785216, "total_loss": 1.8312272107577883} {"data_time": 0.009195536375045776, "eta_seconds": 173599.66740798578, "iteration": 34299, "loss_fcos_cls": 0.2982818023301661, "loss_fcos_ctr": 0.6254542302340269, "loss_fcos_loc": 0.22464422113262117, "loss_mask": 0.2864073193632066, "loss_maskiou": 0.006507039171992801, "loss_sem_seg": 0.3747449368238449, "lr": 0.01, "mask_rcnn/accuracy": 0.8652838387295051, "mask_rcnn/false_negative": 0.10901178716133966, "mask_rcnn/false_positive": 0.18336609779697793, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 41.5, "time": 0.7500673215836287, "total_loss": 1.8202131491416367} {"data_time": 0.008842279203236103, "eta_seconds": 173513.4594480684, "iteration": 34319, "loss_fcos_cls": 0.28673182032071054, "loss_fcos_ctr": 0.6236320193856955, "loss_fcos_loc": 0.21996834548190236, "loss_mask": 0.28187075164169073, "loss_maskiou": 0.006728757143719122, "loss_sem_seg": 0.3106268187984824, "lr": 0.01, "mask_rcnn/accuracy": 0.8726943286275084, "mask_rcnn/false_negative": 0.08606247827478736, "mask_rcnn/false_positive": 0.18083946613465296, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7271562339738011, "total_loss": 1.7693599443155108} {"data_time": 0.00991719588637352, "eta_seconds": 173237.74047254585, "iteration": 34339, "loss_fcos_cls": 0.31222626427188516, "loss_fcos_ctr": 0.6265485556796193, "loss_fcos_loc": 0.22553491056896746, "loss_mask": 0.29916186537593603, "loss_maskiou": 0.007634056673850864, "loss_sem_seg": 0.3895971458405256, "lr": 0.01, "mask_rcnn/accuracy": 0.8545516617664015, "mask_rcnn/false_negative": 0.11592545424355738, "mask_rcnn/false_positive": 0.18253396123166593, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.728069887496531, "total_loss": 1.8560924732737476} {"data_time": 0.009366432204842567, "eta_seconds": 173044.54483499005, "iteration": 34359, "loss_fcos_cls": 0.30904070753604174, "loss_fcos_ctr": 0.625255293212831, "loss_fcos_loc": 0.2235309174284339, "loss_mask": 0.2793499827384949, "loss_maskiou": 0.00697232519814861, "loss_sem_seg": 0.3102047750726342, "lr": 0.01, "mask_rcnn/accuracy": 0.8791664955228785, "mask_rcnn/false_negative": 0.0926546610137336, "mask_rcnn/false_positive": 0.11309289406074659, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.0, "time": 0.722329393029213, "total_loss": 1.7658211697926163} {"data_time": 0.010174858383834362, "eta_seconds": 173133.79198544472, "iteration": 34379, "loss_fcos_cls": 0.30592623772099614, "loss_fcos_ctr": 0.6229083174839616, "loss_fcos_loc": 0.21541423862800002, "loss_mask": 0.2828066679649055, "loss_maskiou": 0.006708205881295726, "loss_sem_seg": 0.3404173422604799, "lr": 0.01, "mask_rcnn/accuracy": 0.8899513478637069, "mask_rcnn/false_negative": 0.1054272804898348, "mask_rcnn/false_positive": 0.12923580874276802, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.0, "time": 0.7298245243728161, "total_loss": 1.7981541409972124} {"data_time": 0.009024346247315407, "eta_seconds": 173411.27201868966, "iteration": 34399, "loss_fcos_cls": 0.2953016890678555, "loss_fcos_ctr": 0.6225042846053839, "loss_fcos_loc": 0.21647608443163335, "loss_mask": 0.2956705680117011, "loss_maskiou": 0.007346311118453741, "loss_sem_seg": 0.31571062887087464, "lr": 0.01, "mask_rcnn/accuracy": 0.8745351560076918, "mask_rcnn/false_negative": 0.12118674575212493, "mask_rcnn/false_positive": 0.12422241225257376, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 39.0, "time": 0.7674651127308607, "total_loss": 1.783498441298434} {"data_time": 0.009631187655031681, "eta_seconds": 173493.5613475414, "iteration": 34419, "loss_fcos_cls": 0.30094840517267585, "loss_fcos_ctr": 0.6255820710211992, "loss_fcos_loc": 0.21763911750167608, "loss_mask": 0.3002571426331997, "loss_maskiou": 0.007367915284703486, "loss_sem_seg": 0.33219801960512996, "lr": 0.01, "mask_rcnn/accuracy": 0.858526295133438, "mask_rcnn/false_negative": 0.12709996881591187, "mask_rcnn/false_positive": 0.16874313278414207, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7530404143035412, "total_loss": 1.7642768964869902} {"data_time": 0.009705365635454655, "eta_seconds": 173522.36677064095, "iteration": 34439, "loss_fcos_cls": 0.30815180437639356, "loss_fcos_ctr": 0.6237172689288855, "loss_fcos_loc": 0.2209436520934105, "loss_mask": 0.28892867267131805, "loss_maskiou": 0.006607428178540431, "loss_sem_seg": 0.34697240125387907, "lr": 0.01, "mask_rcnn/accuracy": 0.8769136721674315, "mask_rcnn/false_negative": 0.0893531632425226, "mask_rcnn/false_positive": 0.15737201136730136, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.5, "time": 0.7338139545172453, "total_loss": 1.7912202222214546} {"data_time": 0.009462709538638592, "eta_seconds": 173410.38841424417, "iteration": 34459, "loss_fcos_cls": 0.2884777404833585, "loss_fcos_ctr": 0.6230544075369835, "loss_fcos_loc": 0.22390052233822644, "loss_mask": 0.2885694820433855, "loss_maskiou": 0.007137435663025826, "loss_sem_seg": 0.33809627080336213, "lr": 0.01, "mask_rcnn/accuracy": 0.8829753394384825, "mask_rcnn/false_negative": 0.09595525956605386, "mask_rcnn/false_positive": 0.14233927806767302, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.25, "time": 0.7299746600911021, "total_loss": 1.7566829979914473} {"data_time": 0.009684167802333832, "eta_seconds": 173492.9013893986, "iteration": 34479, "loss_fcos_cls": 0.32278091832995415, "loss_fcos_ctr": 0.6259364187717438, "loss_fcos_loc": 0.23217513551935554, "loss_mask": 0.2940843617543578, "loss_maskiou": 0.007219979495857842, "loss_sem_seg": 0.3880950720049441, "lr": 0.01, "mask_rcnn/accuracy": 0.8625015124626926, "mask_rcnn/false_negative": 0.09672602133027972, "mask_rcnn/false_positive": 0.16439271578851286, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7425478957593441, "total_loss": 1.8461191850656178} {"data_time": 0.010149572975933552, "eta_seconds": 173595.3382198019, "iteration": 34499, "loss_fcos_cls": 0.30366338044404984, "loss_fcos_ctr": 0.625225342810154, "loss_fcos_loc": 0.21536300354637206, "loss_mask": 0.28011656925082207, "loss_maskiou": 0.006052390279364772, "loss_sem_seg": 0.33451782213523984, "lr": 0.01, "mask_rcnn/accuracy": 0.8716936122659404, "mask_rcnn/false_negative": 0.10133830664030424, "mask_rcnn/false_positive": 0.14979403054738064, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7501245960593224, "total_loss": 1.754781365598319} {"data_time": 0.009490427561104298, "eta_seconds": 173523.095450419, "iteration": 34519, "loss_fcos_cls": 0.30029153218492866, "loss_fcos_ctr": 0.6265118308365345, "loss_fcos_loc": 0.22541121789254248, "loss_mask": 0.2829639771953225, "loss_maskiou": 0.006803385011153296, "loss_sem_seg": 0.3391780289821327, "lr": 0.01, "mask_rcnn/accuracy": 0.8846865188383046, "mask_rcnn/false_negative": 0.09758334518088282, "mask_rcnn/false_positive": 0.12966014702513343, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7281460957601666, "total_loss": 1.7866970827744808} {"data_time": 0.009943699464201927, "eta_seconds": 173608.53710604273, "iteration": 34539, "loss_fcos_cls": 0.28339808888267726, "loss_fcos_ctr": 0.6225587651133537, "loss_fcos_loc": 0.21718738740310073, "loss_mask": 0.2720122691243887, "loss_maskiou": 0.006445470658945851, "loss_sem_seg": 0.30996220791712403, "lr": 0.01, "mask_rcnn/accuracy": 0.8973456401542498, "mask_rcnn/false_negative": 0.09057215806282685, "mask_rcnn/false_positive": 0.10952237957734513, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 38.0, "time": 0.7432768531143665, "total_loss": 1.70655661951605} {"data_time": 0.010120093822479248, "eta_seconds": 173493.61993512046, "iteration": 34559, "loss_fcos_cls": 0.2956482768058777, "loss_fcos_ctr": 0.6238537542521954, "loss_fcos_loc": 0.21981282939668745, "loss_mask": 0.2912482237443328, "loss_maskiou": 0.0076160596290719695, "loss_sem_seg": 0.36852018255740404, "lr": 0.01, "mask_rcnn/accuracy": 0.8586193343616516, "mask_rcnn/false_negative": 0.08765655184129315, "mask_rcnn/false_positive": 0.1802877655207642, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.5, "time": 0.734668112359941, "total_loss": 1.833008041168796} {"data_time": 0.01037683617323637, "eta_seconds": 173419.23793629277, "iteration": 34579, "loss_fcos_cls": 0.3094389985781163, "loss_fcos_ctr": 0.623262070119381, "loss_fcos_loc": 0.22334514884278178, "loss_mask": 0.27109639439731836, "loss_maskiou": 0.007123117065930273, "loss_sem_seg": 0.34756019385531545, "lr": 0.01, "mask_rcnn/accuracy": 0.885195047892307, "mask_rcnn/false_negative": 0.08387826627875405, "mask_rcnn/false_positive": 0.1577851239219144, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.0, "time": 0.7132688704878092, "total_loss": 1.7891929289908148} {"data_time": 0.010147702880203724, "eta_seconds": 173440.94044593908, "iteration": 34599, "loss_fcos_cls": 0.304460721090436, "loss_fcos_ctr": 0.6236522751860321, "loss_fcos_loc": 0.21766274888068438, "loss_mask": 0.2772273663431406, "loss_maskiou": 0.006770394073100761, "loss_sem_seg": 0.31281324615702033, "lr": 0.01, "mask_rcnn/accuracy": 0.8871280783948194, "mask_rcnn/false_negative": 0.09396541491192231, "mask_rcnn/false_positive": 0.1307901956537434, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7397454334422946, "total_loss": 1.731250934957643} {"data_time": 0.00984027236700058, "eta_seconds": 173388.8658791678, "iteration": 34619, "loss_fcos_cls": 0.3017459474503994, "loss_fcos_ctr": 0.6263443110510707, "loss_fcos_loc": 0.2258151681162417, "loss_mask": 0.28622427955269814, "loss_maskiou": 0.006608979107113555, "loss_sem_seg": 0.3308011912740767, "lr": 0.01, "mask_rcnn/accuracy": 0.8576754340849243, "mask_rcnn/false_negative": 0.11393049833538799, "mask_rcnn/false_positive": 0.14723488054346523, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7265851218253374, "total_loss": 1.7714991165848915} {"data_time": 0.0089605413377285, "eta_seconds": 173449.03661110066, "iteration": 34639, "loss_fcos_cls": 0.3108531991019845, "loss_fcos_ctr": 0.6271187430247664, "loss_fcos_loc": 0.22351668565534055, "loss_mask": 0.28405905747786164, "loss_maskiou": 0.00674154466832988, "loss_sem_seg": 0.3509599594399333, "lr": 0.01, "mask_rcnn/accuracy": 0.8762770810294561, "mask_rcnn/false_negative": 0.0914414906925591, "mask_rcnn/false_positive": 0.13968478748398383, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.0, "time": 0.7585837310180068, "total_loss": 1.8121669339598157} {"data_time": 0.010033284313976765, "eta_seconds": 173434.29763254337, "iteration": 34659, "loss_fcos_cls": 0.2919647595845163, "loss_fcos_ctr": 0.6231093080714345, "loss_fcos_loc": 0.21067640208639205, "loss_mask": 0.2996246684342623, "loss_maskiou": 0.006846880030934699, "loss_sem_seg": 0.33437034767121077, "lr": 0.01, "mask_rcnn/accuracy": 0.8762493336886994, "mask_rcnn/false_negative": 0.10025318363945471, "mask_rcnn/false_positive": 0.15014865597706278, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.7206879872828722, "total_loss": 1.736499590537278} {"data_time": 0.010464712046086788, "eta_seconds": 173451.374514604, "iteration": 34679, "loss_fcos_cls": 0.31493958178907633, "loss_fcos_ctr": 0.6257336921989918, "loss_fcos_loc": 0.22374744014814496, "loss_mask": 0.29537163535133004, "loss_maskiou": 0.007373865169938654, "loss_sem_seg": 0.35085111018270254, "lr": 0.01, "mask_rcnn/accuracy": 0.8965776715278785, "mask_rcnn/false_negative": 0.10286388638206556, "mask_rcnn/false_positive": 0.12264425336507717, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7431100253015757, "total_loss": 1.8176677479423233} {"data_time": 0.010038462467491627, "eta_seconds": 173287.5239456389, "iteration": 34699, "loss_fcos_cls": 0.3038262827321887, "loss_fcos_ctr": 0.6259628320112824, "loss_fcos_loc": 0.22031205450184643, "loss_mask": 0.28706543426960707, "loss_maskiou": 0.0069967738090781495, "loss_sem_seg": 0.35129163321107626, "lr": 0.01, "mask_rcnn/accuracy": 0.8773450786564626, "mask_rcnn/false_negative": 0.10747992082224878, "mask_rcnn/false_positive": 0.15831285905095827, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7278318619355559, "total_loss": 1.7771404386076028} {"data_time": 0.009989884681999683, "eta_seconds": 173256.0007306477, "iteration": 34719, "loss_fcos_cls": 0.29759002989158034, "loss_fcos_ctr": 0.6254720576107502, "loss_fcos_loc": 0.2247577509842813, "loss_mask": 0.285393537953496, "loss_maskiou": 0.006746775223291479, "loss_sem_seg": 0.3273447244428098, "lr": 0.01, "mask_rcnn/accuracy": 0.8655926509948242, "mask_rcnn/false_negative": 0.10891851809505403, "mask_rcnn/false_positive": 0.16344107098902422, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7336654812097549, "total_loss": 1.7841358795412816} {"data_time": 0.009975429624319077, "eta_seconds": 173241.27314952295, "iteration": 34739, "loss_fcos_cls": 0.31725047109648585, "loss_fcos_ctr": 0.6258879099041224, "loss_fcos_loc": 0.22375186812132597, "loss_mask": 0.2881244355812669, "loss_maskiou": 0.006396417578798719, "loss_sem_seg": 0.3464982658624649, "lr": 0.01, "mask_rcnn/accuracy": 0.8765504112092598, "mask_rcnn/false_negative": 0.09897296137419176, "mask_rcnn/false_positive": 0.1528082441712706, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.0, "time": 0.735698931850493, "total_loss": 1.7811684314656304} {"data_time": 0.010440737940371037, "eta_seconds": 173243.3369195033, "iteration": 34759, "loss_fcos_cls": 0.3126354203559458, "loss_fcos_ctr": 0.6231449246406555, "loss_fcos_loc": 0.22402176493778825, "loss_mask": 0.2761595854535699, "loss_maskiou": 0.006443490412493702, "loss_sem_seg": 0.38357229996472597, "lr": 0.01, "mask_rcnn/accuracy": 0.8924584383348482, "mask_rcnn/false_negative": 0.09341890081560841, "mask_rcnn/false_positive": 0.11771962306345146, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.75, "time": 0.7458398500457406, "total_loss": 1.8312806213070871} {"data_time": 0.00948320422321558, "eta_seconds": 173438.45752883703, "iteration": 34779, "loss_fcos_cls": 0.29949421621859074, "loss_fcos_ctr": 0.6241126116365194, "loss_fcos_loc": 0.21815209870692343, "loss_mask": 0.28583911154419184, "loss_maskiou": 0.00695370115863625, "loss_sem_seg": 0.3352651158347726, "lr": 0.01, "mask_rcnn/accuracy": 0.8741792477834064, "mask_rcnn/false_negative": 0.09957414942639473, "mask_rcnn/false_positive": 0.17856810865416342, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7524754935875535, "total_loss": 1.7746861674968386} {"data_time": 0.009828584268689156, "eta_seconds": 173267.80917703826, "iteration": 34799, "loss_fcos_cls": 0.296252713073045, "loss_fcos_ctr": 0.6241063894703984, "loss_fcos_loc": 0.22547987382858992, "loss_mask": 0.279389513656497, "loss_maskiou": 0.005984988529235125, "loss_sem_seg": 0.3329537413083017, "lr": 0.01, "mask_rcnn/accuracy": 0.8855814096675853, "mask_rcnn/false_negative": 0.09256265716810697, "mask_rcnn/false_positive": 0.15707680864090642, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.724287886172533, "total_loss": 1.7676530431199353} {"data_time": 0.010156181640923023, "eta_seconds": 173199.14989336766, "iteration": 34819, "loss_fcos_cls": 0.3035253253765404, "loss_fcos_ctr": 0.6246334658935666, "loss_fcos_loc": 0.2223415407934226, "loss_mask": 0.30179180670529604, "loss_maskiou": 0.00713003671990009, "loss_sem_seg": 0.35055103432387114, "lr": 0.01, "mask_rcnn/accuracy": 0.8610719287715086, "mask_rcnn/false_negative": 0.1037754842362695, "mask_rcnn/false_positive": 0.15807951198050801, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.75, "time": 0.7306998446583748, "total_loss": 1.7896135152477655} {"data_time": 0.009452234022319317, "eta_seconds": 173333.44105383195, "iteration": 34839, "loss_fcos_cls": 0.2898926851339638, "loss_fcos_ctr": 0.62321987003088, "loss_fcos_loc": 0.22145736776292324, "loss_mask": 0.2851808751001954, "loss_maskiou": 0.006890108124935068, "loss_sem_seg": 0.30997845251113176, "lr": 0.01, "mask_rcnn/accuracy": 0.876903602350031, "mask_rcnn/false_negative": 0.09909394289795824, "mask_rcnn/false_positive": 0.17301299179176283, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.5, "time": 0.7487764228135347, "total_loss": 1.7614724338272936} {"data_time": 0.010692523792386055, "eta_seconds": 173286.90784697048, "iteration": 34859, "loss_fcos_cls": 0.30967832065653056, "loss_fcos_ctr": 0.6264068586751819, "loss_fcos_loc": 0.2311370117822662, "loss_mask": 0.2963283956050873, "loss_maskiou": 0.006992996437475085, "loss_sem_seg": 0.34548729937523603, "lr": 0.01, "mask_rcnn/accuracy": 0.8884513180272109, "mask_rcnn/false_negative": 0.08411352070478129, "mask_rcnn/false_positive": 0.15708888161535625, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.25, "time": 0.7339671207591891, "total_loss": 1.8266239583317656} {"data_time": 0.011191523633897305, "eta_seconds": 173138.18008164968, "iteration": 34879, "loss_fcos_cls": 0.2985393572598696, "loss_fcos_ctr": 0.6228864267468452, "loss_fcos_loc": 0.21219570061657578, "loss_mask": 0.27948753349483013, "loss_maskiou": 0.006097887897340115, "loss_sem_seg": 0.3536101798526943, "lr": 0.01, "mask_rcnn/accuracy": 0.8880060704837491, "mask_rcnn/false_negative": 0.07602722663902817, "mask_rcnn/false_positive": 0.1456081874384865, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.7215372240170836, "total_loss": 1.7598496356404212} {"data_time": 0.010565750300884247, "eta_seconds": 173286.5066584982, "iteration": 34899, "loss_fcos_cls": 0.2872007507830858, "loss_fcos_ctr": 0.6231428268365562, "loss_fcos_loc": 0.22119830443989486, "loss_mask": 0.30037431279197335, "loss_maskiou": 0.007825292414054275, "loss_sem_seg": 0.34422595612704754, "lr": 0.01, "mask_rcnn/accuracy": 0.8631605897331809, "mask_rcnn/false_negative": 0.0933460364176005, "mask_rcnn/false_positive": 0.1571806796144758, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.25, "time": 0.7404848486185074, "total_loss": 1.7489165669103386} {"data_time": 0.009870972484350204, "eta_seconds": 173271.7652063854, "iteration": 34919, "loss_fcos_cls": 0.3041140432469547, "loss_fcos_ctr": 0.6259985035285354, "loss_fcos_loc": 0.2223054924979806, "loss_mask": 0.2888917876407504, "loss_maskiou": 0.006567407937836833, "loss_sem_seg": 0.376363247865811, "lr": 0.01, "mask_rcnn/accuracy": 0.8822429400225067, "mask_rcnn/false_negative": 0.10529663420446844, "mask_rcnn/false_positive": 0.1477409805366885, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.75, "time": 0.7427083430811763, "total_loss": 1.8516482429258758} {"data_time": 0.009512330405414104, "eta_seconds": 173397.56952031236, "iteration": 34939, "loss_fcos_cls": 0.31383725022897124, "loss_fcos_ctr": 0.6243126280605793, "loss_fcos_loc": 0.22240376379340887, "loss_mask": 0.30010115541517735, "loss_maskiou": 0.008039183332584798, "loss_sem_seg": 0.34213045751675963, "lr": 0.01, "mask_rcnn/accuracy": 0.8712896240970615, "mask_rcnn/false_negative": 0.11203814142735664, "mask_rcnn/false_positive": 0.1510397720175632, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.0, "time": 0.7543095219880342, "total_loss": 1.8062868452107068} {"data_time": 0.010936743579804897, "eta_seconds": 173308.36462353263, "iteration": 34959, "loss_fcos_cls": 0.3171263481490314, "loss_fcos_ctr": 0.6236381488852203, "loss_fcos_loc": 0.21831977160763927, "loss_mask": 0.2826689798384905, "loss_maskiou": 0.007278104014403652, "loss_sem_seg": 0.3462791331112385, "lr": 0.01, "mask_rcnn/accuracy": 0.8904797010547338, "mask_rcnn/false_negative": 0.07999337697963729, "mask_rcnn/false_positive": 0.15977376781240157, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7400906523689628, "total_loss": 1.8094292767927982} {"data_time": 0.010540071874856949, "eta_seconds": 173270.5817034701, "iteration": 34979, "loss_fcos_cls": 0.30640079732984304, "loss_fcos_ctr": 0.62723832949996, "loss_fcos_loc": 0.23025600565597415, "loss_mask": 0.29486480727791786, "loss_maskiou": 0.0069426799163920805, "loss_sem_seg": 0.33942321268841624, "lr": 0.01, "mask_rcnn/accuracy": 0.8663324979114453, "mask_rcnn/false_negative": 0.09442016146039245, "mask_rcnn/false_positive": 0.1947729109327906, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7311430424451828, "total_loss": 1.7959162179759005} {"data_time": 0.010421731509268284, "eta_seconds": 173302.2475329982, "iteration": 34999, "loss_fcos_cls": 0.3148095873766579, "loss_fcos_ctr": 0.6252229893580079, "loss_fcos_loc": 0.22433791676303372, "loss_mask": 0.28626431711018085, "loss_maskiou": 0.007385262870229781, "loss_sem_seg": 0.3578989040106535, "lr": 0.01, "mask_rcnn/accuracy": 0.8584933909723236, "mask_rcnn/false_negative": 0.1007860796550192, "mask_rcnn/false_positive": 0.15658678234757162, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7535247141495347, "total_loss": 1.8249350391452026} {"data_time": 0.010020139627158642, "eta_seconds": 173338.55587891024, "iteration": 35019, "loss_fcos_cls": 0.2993680026847869, "loss_fcos_ctr": 0.6267490428872406, "loss_fcos_loc": 0.23326188349165022, "loss_mask": 0.2950504878535867, "loss_maskiou": 0.007309427805012092, "loss_sem_seg": 0.316427799873054, "lr": 0.01, "mask_rcnn/accuracy": 0.8590713070942663, "mask_rcnn/false_negative": 0.11898036543353147, "mask_rcnn/false_positive": 0.15619422383328357, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7376902243122458, "total_loss": 1.7853642256668536} {"data_time": 0.010081039741635323, "eta_seconds": 173392.29212481156, "iteration": 35039, "loss_fcos_cls": 0.31412273459136486, "loss_fcos_ctr": 0.627000754699111, "loss_fcos_loc": 0.22910839458927512, "loss_mask": 0.29812141694128513, "loss_maskiou": 0.007694623644056264, "loss_sem_seg": 0.393107118899934, "lr": 0.01, "mask_rcnn/accuracy": 0.8638674281922457, "mask_rcnn/false_negative": 0.12236611720082793, "mask_rcnn/false_positive": 0.14746544889487656, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 37.25, "time": 0.7405888810753822, "total_loss": 1.8849590378304129} {"data_time": 0.010240293107926846, "eta_seconds": 173331.95102964994, "iteration": 35059, "loss_fcos_cls": 0.3036264074034989, "loss_fcos_ctr": 0.6253318246454, "loss_fcos_loc": 0.22043447149917483, "loss_mask": 0.2898207241669297, "loss_maskiou": 0.007831433089450002, "loss_sem_seg": 0.3572713453322649, "lr": 0.01, "mask_rcnn/accuracy": 0.8911966268720928, "mask_rcnn/false_negative": 0.09088162004818662, "mask_rcnn/false_positive": 0.15178307692789322, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.25, "time": 0.7452622726559639, "total_loss": 1.809111845359439} {"data_time": 0.01039308961480856, "eta_seconds": 173488.29734820966, "iteration": 35079, "loss_fcos_cls": 0.29860924649983644, "loss_fcos_ctr": 0.6271151406690478, "loss_fcos_loc": 0.22762574907392263, "loss_mask": 0.28930155001580715, "loss_maskiou": 0.006432126992876874, "loss_sem_seg": 0.4118730304762721, "lr": 0.01, "mask_rcnn/accuracy": 0.8602763646841405, "mask_rcnn/false_negative": 0.1057177067147525, "mask_rcnn/false_positive": 0.17139546632490935, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7422314304858446, "total_loss": 1.8698415643666522} {"data_time": 0.009598363190889359, "eta_seconds": 173476.70044135768, "iteration": 35099, "loss_fcos_cls": 0.2933880181517452, "loss_fcos_ctr": 0.6247341958805919, "loss_fcos_loc": 0.2246340102283284, "loss_mask": 0.29506607074290514, "loss_maskiou": 0.007074703447869979, "loss_sem_seg": 0.35966335143893957, "lr": 0.01, "mask_rcnn/accuracy": 0.8742426658163265, "mask_rcnn/false_negative": 0.10931279168733629, "mask_rcnn/false_positive": 0.16015058020761014, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7558398079127073, "total_loss": 1.7882662820484256} {"data_time": 0.010405990295112133, "eta_seconds": 173382.92344008666, "iteration": 35119, "loss_fcos_cls": 0.30475621251389384, "loss_fcos_ctr": 0.6259159198962152, "loss_fcos_loc": 0.22741828439757228, "loss_mask": 0.2984967716038227, "loss_maskiou": 0.0071636121574556455, "loss_sem_seg": 0.349198070820421, "lr": 0.01, "mask_rcnn/accuracy": 0.8646816051705103, "mask_rcnn/false_negative": 0.09931332273177555, "mask_rcnn/false_positive": 0.17815407909541617, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7325286362320185, "total_loss": 1.8035172655327187} {"data_time": 0.009887228719890118, "eta_seconds": 173233.49910792522, "iteration": 35139, "loss_fcos_cls": 0.30323974427301437, "loss_fcos_ctr": 0.6269902512431145, "loss_fcos_loc": 0.22742916317656636, "loss_mask": 0.28778157383203506, "loss_maskiou": 0.007111541024642065, "loss_sem_seg": 0.32850226387381554, "lr": 0.01, "mask_rcnn/accuracy": 0.8662745653817082, "mask_rcnn/false_negative": 0.10756112363362791, "mask_rcnn/false_positive": 0.14391394783432776, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.5, "time": 0.7327205874025822, "total_loss": 1.7923743991268566} {"data_time": 0.010166017338633537, "eta_seconds": 173258.17422993015, "iteration": 35159, "loss_fcos_cls": 0.30311298463493586, "loss_fcos_ctr": 0.6225026701577008, "loss_fcos_loc": 0.2093191691674292, "loss_mask": 0.28468224685639143, "loss_maskiou": 0.007482204207917675, "loss_sem_seg": 0.3171725678257644, "lr": 0.01, "mask_rcnn/accuracy": 0.8864161736123021, "mask_rcnn/false_negative": 0.07712019305467394, "mask_rcnn/false_positive": 0.12437880998133476, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.0, "time": 0.7412059251219034, "total_loss": 1.7602929681888781} {"data_time": 0.010898977518081665, "eta_seconds": 173323.4626595145, "iteration": 35179, "loss_fcos_cls": 0.29418954788707197, "loss_fcos_ctr": 0.6265245582908392, "loss_fcos_loc": 0.2237956617027521, "loss_mask": 0.30361546762287617, "loss_maskiou": 0.007089632446877658, "loss_sem_seg": 0.3342988723888993, "lr": 0.01, "mask_rcnn/accuracy": 0.8580665024630543, "mask_rcnn/false_negative": 0.12065734451593717, "mask_rcnn/false_positive": 0.168053289371779, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 42.0, "time": 0.7360710129141808, "total_loss": 1.7828910968382843} {"data_time": 0.009959408082067966, "eta_seconds": 173228.66351004224, "iteration": 35199, "loss_fcos_cls": 0.2904946282505989, "loss_fcos_ctr": 0.6253612982109189, "loss_fcos_loc": 0.2196737186750397, "loss_mask": 0.28127329610288143, "loss_maskiou": 0.006394641473889351, "loss_sem_seg": 0.36031494243070483, "lr": 0.01, "mask_rcnn/accuracy": 0.8775548347329363, "mask_rcnn/false_negative": 0.09983352030253044, "mask_rcnn/false_positive": 0.14932789895876408, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.7344084614887834, "total_loss": 1.7756683744228212} {"data_time": 0.009752266108989716, "eta_seconds": 173115.61446376238, "iteration": 35219, "loss_fcos_cls": 0.3036524308845401, "loss_fcos_ctr": 0.6213905327022076, "loss_fcos_loc": 0.22003318648785353, "loss_mask": 0.29668789682909846, "loss_maskiou": 0.007288437191164121, "loss_sem_seg": 0.3538457825779915, "lr": 0.01, "mask_rcnn/accuracy": 0.880878768432839, "mask_rcnn/false_negative": 0.08306137807341557, "mask_rcnn/false_positive": 0.1693667507500252, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.7255644239485264, "total_loss": 1.808297547249822} {"data_time": 0.009232984855771065, "eta_seconds": 173125.25875674654, "iteration": 35239, "loss_fcos_cls": 0.30889514205046, "loss_fcos_ctr": 0.6243576253764331, "loss_fcos_loc": 0.21738291182555258, "loss_mask": 0.27522315084934235, "loss_maskiou": 0.006494287415989675, "loss_sem_seg": 0.3633334911428392, "lr": 0.01, "mask_rcnn/accuracy": 0.9058211646727656, "mask_rcnn/false_negative": 0.09281520737221613, "mask_rcnn/false_positive": 0.11890956975089899, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7308961842209101, "total_loss": 1.8092290370113915} {"data_time": 0.009624509140849113, "eta_seconds": 173229.94048233703, "iteration": 35259, "loss_fcos_cls": 0.31660295999608934, "loss_fcos_ctr": 0.6236542072147131, "loss_fcos_loc": 0.21719242341350764, "loss_mask": 0.2874093474820256, "loss_maskiou": 0.007249276837683283, "loss_sem_seg": 0.34989894926548004, "lr": 0.01, "mask_rcnn/accuracy": 0.8759001679940269, "mask_rcnn/false_negative": 0.09505598018296467, "mask_rcnn/false_positive": 0.15195102744030697, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.75, "time": 0.7416299674659967, "total_loss": 1.7984006070473697} {"data_time": 0.010139849968254566, "eta_seconds": 173215.18124211207, "iteration": 35279, "loss_fcos_cls": 0.2900611844379455, "loss_fcos_ctr": 0.6249143057502806, "loss_fcos_loc": 0.21137428493238986, "loss_mask": 0.2763910498470068, "loss_maskiou": 0.006617719534006028, "loss_sem_seg": 0.3331629899330437, "lr": 0.01, "mask_rcnn/accuracy": 0.8835599086472534, "mask_rcnn/false_negative": 0.09153794914112354, "mask_rcnn/false_positive": 0.16017931091276236, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 41.25, "time": 0.7311595045030117, "total_loss": 1.7676979983807541} {"data_time": 0.00971844419836998, "eta_seconds": 173056.62651687954, "iteration": 35299, "loss_fcos_cls": 0.2902153735049069, "loss_fcos_ctr": 0.625638535246253, "loss_fcos_loc": 0.23033491254318506, "loss_mask": 0.28487416449934244, "loss_maskiou": 0.006329398893285543, "loss_sem_seg": 0.32980693504214287, "lr": 0.01, "mask_rcnn/accuracy": 0.8747200141757965, "mask_rcnn/false_negative": 0.10533875233176253, "mask_rcnn/false_positive": 0.1493928178926225, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 41.25, "time": 0.741288592107594, "total_loss": 1.7613572303853289} {"data_time": 0.010268237441778183, "eta_seconds": 173100.73108837567, "iteration": 35319, "loss_fcos_cls": 0.2959015602245927, "loss_fcos_ctr": 0.6207644965033978, "loss_fcos_loc": 0.21244822326116264, "loss_mask": 0.2613551393151283, "loss_maskiou": 0.006507352649350651, "loss_sem_seg": 0.29635593947023153, "lr": 0.01, "mask_rcnn/accuracy": 0.8957889405762305, "mask_rcnn/false_negative": 0.08107764341504471, "mask_rcnn/false_positive": 0.135929415321057, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7384546371176839, "total_loss": 1.713395156286424} {"data_time": 0.009363475255668163, "eta_seconds": 173205.3652405208, "iteration": 35339, "loss_fcos_cls": 0.305374936433509, "loss_fcos_ctr": 0.6246607797220349, "loss_fcos_loc": 0.22516854153946042, "loss_mask": 0.2720495592802763, "loss_maskiou": 0.0073515421245247126, "loss_sem_seg": 0.36042108945548534, "lr": 0.01, "mask_rcnn/accuracy": 0.8793594033799258, "mask_rcnn/false_negative": 0.10826713958851106, "mask_rcnn/false_positive": 0.1624410010959461, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.736514643765986, "total_loss": 1.8285994702600874} {"data_time": 0.010211244225502014, "eta_seconds": 173245.3258037381, "iteration": 35359, "loss_fcos_cls": 0.30431488109752536, "loss_fcos_ctr": 0.6238619377836585, "loss_fcos_loc": 0.21982609992846847, "loss_mask": 0.27841410506516695, "loss_maskiou": 0.006744212514604442, "loss_sem_seg": 0.3589948620647192, "lr": 0.01, "mask_rcnn/accuracy": 0.8657126913265306, "mask_rcnn/false_negative": 0.09800776843682982, "mask_rcnn/false_positive": 0.14897505474939954, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7437876630574465, "total_loss": 1.8234192773306859} {"data_time": 0.010175151750445366, "eta_seconds": 173184.28883564193, "iteration": 35379, "loss_fcos_cls": 0.2971443827264011, "loss_fcos_ctr": 0.6242877277545631, "loss_fcos_loc": 0.2223154383536894, "loss_mask": 0.28685600496828556, "loss_maskiou": 0.006829684978583828, "loss_sem_seg": 0.36795278638601303, "lr": 0.01, "mask_rcnn/accuracy": 0.9046597662053326, "mask_rcnn/false_negative": 0.08970132084479876, "mask_rcnn/false_positive": 0.13349362608843474, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7352020274847746, "total_loss": 1.7779445798514644} {"data_time": 0.009962087497115135, "eta_seconds": 173007.26623924542, "iteration": 35399, "loss_fcos_cls": 0.3178437193855643, "loss_fcos_ctr": 0.627894532866776, "loss_fcos_loc": 0.23020645417273045, "loss_mask": 0.29249975737184286, "loss_maskiou": 0.007038830561214127, "loss_sem_seg": 0.31970302131958306, "lr": 0.01, "mask_rcnn/accuracy": 0.8721315384261813, "mask_rcnn/false_negative": 0.0935957886045275, "mask_rcnn/false_positive": 0.14851993273859895, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7325016260147095, "total_loss": 1.7851570617203834} {"data_time": 0.010190200060606003, "eta_seconds": 172945.15187874157, "iteration": 35419, "loss_fcos_cls": 0.30613873386755586, "loss_fcos_ctr": 0.621673765592277, "loss_fcos_loc": 0.22402046201750636, "loss_mask": 0.29773370642215014, "loss_maskiou": 0.007061107840854675, "loss_sem_seg": 0.3326522042043507, "lr": 0.01, "mask_rcnn/accuracy": 0.8826555518276851, "mask_rcnn/false_negative": 0.0947082762924705, "mask_rcnn/false_positive": 0.12689561228917684, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.25, "time": 0.747312506660819, "total_loss": 1.817075815728458} {"data_time": 0.009822653606534004, "eta_seconds": 172953.39760983456, "iteration": 35439, "loss_fcos_cls": 0.296334489248693, "loss_fcos_ctr": 0.6229768027551472, "loss_fcos_loc": 0.21556385210715234, "loss_mask": 0.287008423358202, "loss_maskiou": 0.006863893406261923, "loss_sem_seg": 0.33971946546807885, "lr": 0.01, "mask_rcnn/accuracy": 0.8823628055344845, "mask_rcnn/false_negative": 0.09402500364923666, "mask_rcnn/false_positive": 0.143909069264108, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7412258293479681, "total_loss": 1.771567762189079} {"data_time": 0.010479810647666454, "eta_seconds": 173047.09141191933, "iteration": 35459, "loss_fcos_cls": 0.30349026247859, "loss_fcos_ctr": 0.6250647706910968, "loss_fcos_loc": 0.22005229466594756, "loss_mask": 0.2959832060150802, "loss_maskiou": 0.006675951331999386, "loss_sem_seg": 0.33282621018588543, "lr": 0.01, "mask_rcnn/accuracy": 0.8603796658234923, "mask_rcnn/false_negative": 0.09600656854353212, "mask_rcnn/false_positive": 0.20353923117732026, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.7434357674792409, "total_loss": 1.8033907223179995} {"data_time": 0.009564767591655254, "eta_seconds": 172923.90363639314, "iteration": 35479, "loss_fcos_cls": 0.3024723408743739, "loss_fcos_ctr": 0.6239261515438557, "loss_fcos_loc": 0.2165154949761927, "loss_mask": 0.2884716773405671, "loss_maskiou": 0.006868092066724785, "loss_sem_seg": 0.35949820932000875, "lr": 0.01, "mask_rcnn/accuracy": 0.8895611129067011, "mask_rcnn/false_negative": 0.08670283629469636, "mask_rcnn/false_positive": 0.13226086377094232, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7257262524217367, "total_loss": 1.8375920984981349} {"data_time": 0.009598505683243275, "eta_seconds": 172886.17177314777, "iteration": 35499, "loss_fcos_cls": 0.32179220695979893, "loss_fcos_ctr": 0.6250606924295425, "loss_fcos_loc": 0.22202706313692033, "loss_mask": 0.2844760790467262, "loss_maskiou": 0.00712770909012761, "loss_sem_seg": 0.35532037226948887, "lr": 0.01, "mask_rcnn/accuracy": 0.8830103916566627, "mask_rcnn/false_negative": 0.0843470068122203, "mask_rcnn/false_positive": 0.1572633546062287, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.25, "time": 0.7501198640093207, "total_loss": 1.8530641955403553} {"data_time": 0.009828963316977024, "eta_seconds": 172894.40966295172, "iteration": 35519, "loss_fcos_cls": 0.2967376494780183, "loss_fcos_ctr": 0.625153033528477, "loss_fcos_loc": 0.22699110046960413, "loss_mask": 0.2919915150851011, "loss_maskiou": 0.006339644867694005, "loss_sem_seg": 0.36365177016705275, "lr": 0.01, "mask_rcnn/accuracy": 0.8595813246977989, "mask_rcnn/false_negative": 0.1065453744051802, "mask_rcnn/false_positive": 0.14581005105352535, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.7342919716611505, "total_loss": 1.8000091793874162} {"data_time": 0.010375355370342731, "eta_seconds": 172849.6839751769, "iteration": 35539, "loss_fcos_cls": 0.3042610315605998, "loss_fcos_ctr": 0.6243699919432402, "loss_fcos_loc": 0.22092239814810455, "loss_mask": 0.2873143111355603, "loss_maskiou": 0.006165213722852059, "loss_sem_seg": 0.35314288176596165, "lr": 0.01, "mask_rcnn/accuracy": 0.8912628926678523, "mask_rcnn/false_negative": 0.08478820570887202, "mask_rcnn/false_positive": 0.12631929260964475, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7359138783067465, "total_loss": 1.8349670627067098} {"data_time": 0.009228014387190342, "eta_seconds": 172775.88747470733, "iteration": 35559, "loss_fcos_cls": 0.30316361342556775, "loss_fcos_ctr": 0.6243268735706806, "loss_fcos_loc": 0.2244560681283474, "loss_mask": 0.2922918749973178, "loss_maskiou": 0.006332443568680901, "loss_sem_seg": 0.3506602607667446, "lr": 0.01, "mask_rcnn/accuracy": 0.869127774813469, "mask_rcnn/false_negative": 0.09142616264721407, "mask_rcnn/false_positive": 0.1554304272704427, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.5, "time": 0.728533174842596, "total_loss": 1.8035231304038462} {"data_time": 0.009983018040657043, "eta_seconds": 172936.82424509712, "iteration": 35579, "loss_fcos_cls": 0.29390222602523863, "loss_fcos_ctr": 0.6248048525303602, "loss_fcos_loc": 0.22439842578023672, "loss_mask": 0.30186591669917107, "loss_maskiou": 0.007367448284639977, "loss_sem_seg": 0.3225549291819334, "lr": 0.01, "mask_rcnn/accuracy": 0.8757012545277851, "mask_rcnn/false_negative": 0.1071830285972286, "mask_rcnn/false_positive": 0.16470695358717563, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.0, "time": 0.754877919331193, "total_loss": 1.7964779526519123} {"data_time": 0.010860320180654526, "eta_seconds": 172942.03366934136, "iteration": 35599, "loss_fcos_cls": 0.292543588206172, "loss_fcos_ctr": 0.6275542192161083, "loss_fcos_loc": 0.22198962210677564, "loss_mask": 0.29092064406722784, "loss_maskiou": 0.00839686366089154, "loss_sem_seg": 0.3845984535291791, "lr": 0.01, "mask_rcnn/accuracy": 0.8848758253301321, "mask_rcnn/false_negative": 0.09631854974563477, "mask_rcnn/false_positive": 0.15174230016635434, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.7433869317173958, "total_loss": 1.8477834627701668} {"data_time": 0.0103069506585598, "eta_seconds": 172959.07964641135, "iteration": 35619, "loss_fcos_cls": 0.2887691023061052, "loss_fcos_ctr": 0.6243243552744389, "loss_fcos_loc": 0.2219686540775001, "loss_mask": 0.3016080455854535, "loss_maskiou": 0.0070059023855719715, "loss_sem_seg": 0.3128152983263135, "lr": 0.01, "mask_rcnn/accuracy": 0.860345395757087, "mask_rcnn/false_negative": 0.11670761368977922, "mask_rcnn/false_positive": 0.16482354442832858, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.0, "time": 0.7525869030505419, "total_loss": 1.7911694546492072} {"data_time": 0.010064740665256977, "eta_seconds": 172931.82994053792, "iteration": 35639, "loss_fcos_cls": 0.31112624565139413, "loss_fcos_ctr": 0.6214077793993056, "loss_fcos_loc": 0.2124825743958354, "loss_mask": 0.2831398416310549, "loss_maskiou": 0.006883833702886477, "loss_sem_seg": 0.3623544564470649, "lr": 0.01, "mask_rcnn/accuracy": 0.8665056314027588, "mask_rcnn/false_negative": 0.09661853004761976, "mask_rcnn/false_positive": 0.155813064923142, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.7426571389660239, "total_loss": 1.8016977139923256} {"data_time": 0.009664353914558887, "eta_seconds": 172969.17040253337, "iteration": 35659, "loss_fcos_cls": 0.315084854606539, "loss_fcos_ctr": 0.623478077352047, "loss_fcos_loc": 0.2112042752560228, "loss_mask": 0.27858181996271014, "loss_maskiou": 0.00668666344427038, "loss_sem_seg": 0.3534454752225429, "lr": 0.01, "mask_rcnn/accuracy": 0.8652986469313, "mask_rcnn/false_negative": 0.09797711221639141, "mask_rcnn/false_positive": 0.15504512557705455, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7516736164689064, "total_loss": 1.7886956942820689} {"data_time": 0.009401895105838776, "eta_seconds": 172915.6401615534, "iteration": 35679, "loss_fcos_cls": 0.2874090876430273, "loss_fcos_ctr": 0.6228515543043613, "loss_fcos_loc": 0.2151038950541988, "loss_mask": 0.28266293136402965, "loss_maskiou": 0.006078930469811894, "loss_sem_seg": 0.29985806439071894, "lr": 0.01, "mask_rcnn/accuracy": 0.8844283993359249, "mask_rcnn/false_negative": 0.10432890299502645, "mask_rcnn/false_positive": 0.15469589457590488, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 43.5, "time": 0.7248450126498938, "total_loss": 1.708923736885481} {"data_time": 0.010133309289813042, "eta_seconds": 172939.64604778495, "iteration": 35699, "loss_fcos_cls": 0.2915939800441265, "loss_fcos_ctr": 0.6267142370343208, "loss_fcos_loc": 0.2227605745429173, "loss_mask": 0.2864749487489462, "loss_maskiou": 0.0070979737502057105, "loss_sem_seg": 0.30861926497891545, "lr": 0.01, "mask_rcnn/accuracy": 0.8737402529819267, "mask_rcnn/false_negative": 0.10627371915314304, "mask_rcnn/false_positive": 0.16041091537749808, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.25, "time": 0.7339013470336795, "total_loss": 1.747368165268199} {"data_time": 0.010097675025463104, "eta_seconds": 172909.0226804735, "iteration": 35719, "loss_fcos_cls": 0.2816637896467, "loss_fcos_ctr": 0.6229604524560273, "loss_fcos_loc": 0.21586703293723986, "loss_mask": 0.2832558825612068, "loss_maskiou": 0.006501921234303154, "loss_sem_seg": 0.2914109956473112, "lr": 0.01, "mask_rcnn/accuracy": 0.8735850102191097, "mask_rcnn/false_negative": 0.09468093605049399, "mask_rcnn/false_positive": 0.13749916580806276, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.7241070615127683, "total_loss": 1.7146254632680211} {"data_time": 0.010035053826868534, "eta_seconds": 172894.26185713056, "iteration": 35739, "loss_fcos_cls": 0.29519242886453867, "loss_fcos_ctr": 0.6254714922979474, "loss_fcos_loc": 0.22019317257218063, "loss_mask": 0.2835865495726466, "loss_maskiou": 0.007156396226491779, "loss_sem_seg": 0.32401511259377, "lr": 0.01, "mask_rcnn/accuracy": 0.8770742520309095, "mask_rcnn/false_negative": 0.0835118103127095, "mask_rcnn/false_positive": 0.17705251156753077, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7358164647594094, "total_loss": 1.7874681986431824} {"data_time": 0.01039738766849041, "eta_seconds": 172823.98500322178, "iteration": 35759, "loss_fcos_cls": 0.30587280029430985, "loss_fcos_ctr": 0.6251367321237922, "loss_fcos_loc": 0.2245569657534361, "loss_mask": 0.2807406587526202, "loss_maskiou": 0.006843093622592278, "loss_sem_seg": 0.35292185517027974, "lr": 0.01, "mask_rcnn/accuracy": 0.8558798931376015, "mask_rcnn/false_negative": 0.10288356292090105, "mask_rcnn/false_positive": 0.17232798983218897, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.75, "time": 0.7262457581236959, "total_loss": 1.822442999935447} {"data_time": 0.01029893010854721, "eta_seconds": 172841.84581953473, "iteration": 35779, "loss_fcos_cls": 0.2958880530204624, "loss_fcos_ctr": 0.6236535860225558, "loss_fcos_loc": 0.22117519786115736, "loss_mask": 0.2887288499623537, "loss_maskiou": 0.006544363277498633, "loss_sem_seg": 0.3374819071032107, "lr": 0.01, "mask_rcnn/accuracy": 0.8837583232445521, "mask_rcnn/false_negative": 0.0806643579528196, "mask_rcnn/false_positive": 0.1393156226629359, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7593437684699893, "total_loss": 1.7639513342292048} {"data_time": 0.009452048689126968, "eta_seconds": 172865.83516091388, "iteration": 35799, "loss_fcos_cls": 0.3195166022051126, "loss_fcos_ctr": 0.623440321534872, "loss_fcos_loc": 0.21976229758001864, "loss_mask": 0.2921170354820788, "loss_maskiou": 0.00630692769846064, "loss_sem_seg": 0.35655914060771465, "lr": 0.01, "mask_rcnn/accuracy": 0.8751747191625705, "mask_rcnn/false_negative": 0.10830539427212646, "mask_rcnn/false_positive": 0.15031965158553023, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 41.75, "time": 0.7346238102763891, "total_loss": 1.7991336559207411} {"data_time": 0.009363129734992981, "eta_seconds": 172865.02013585716, "iteration": 35819, "loss_fcos_cls": 0.3030667102430016, "loss_fcos_ctr": 0.6267773585859686, "loss_fcos_loc": 0.22672590985894203, "loss_mask": 0.2786441945936531, "loss_maskiou": 0.006949412330868654, "loss_sem_seg": 0.3689075903967023, "lr": 0.01, "mask_rcnn/accuracy": 0.8730511540172348, "mask_rcnn/false_negative": 0.10150569958290775, "mask_rcnn/false_positive": 0.15146963995279772, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 42.5, "time": 0.7456408916041255, "total_loss": 1.8180299254163401} {"data_time": 0.010147829540073872, "eta_seconds": 172784.25263037067, "iteration": 35839, "loss_fcos_cls": 0.30215248418971896, "loss_fcos_ctr": 0.6228999421000481, "loss_fcos_loc": 0.21118458430282772, "loss_mask": 0.2803994989953935, "loss_maskiou": 0.006578573840670288, "loss_sem_seg": 0.3440337721258402, "lr": 0.01, "mask_rcnn/accuracy": 0.8693756597466573, "mask_rcnn/false_negative": 0.10093155839995493, "mask_rcnn/false_positive": 0.15179063353941397, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.7330267336219549, "total_loss": 1.749027450394351} {"data_time": 0.009595394134521484, "eta_seconds": 172805.69691707287, "iteration": 35859, "loss_fcos_cls": 0.2908842890756205, "loss_fcos_ctr": 0.6262173135764897, "loss_fcos_loc": 0.2224493760149926, "loss_mask": 0.27797499764710665, "loss_maskiou": 0.006749182313797064, "loss_sem_seg": 0.36741732037626207, "lr": 0.01, "mask_rcnn/accuracy": 0.8759602480447961, "mask_rcnn/false_negative": 0.13345698718377114, "mask_rcnn/false_positive": 0.12563070813627375, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.25, "time": 0.7491750381886959, "total_loss": 1.8189626249513822} {"data_time": 0.010245920158922672, "eta_seconds": 172815.2163978899, "iteration": 35879, "loss_fcos_cls": 0.3006692962953821, "loss_fcos_ctr": 0.6264009289443493, "loss_fcos_loc": 0.2252268501324579, "loss_mask": 0.27735690400004387, "loss_maskiou": 0.0062886936430004425, "loss_sem_seg": 0.32362143974751234, "lr": 0.01, "mask_rcnn/accuracy": 0.8750356392557023, "mask_rcnn/false_negative": 0.1074649483508586, "mask_rcnn/false_positive": 0.1490750900811159, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.729384234175086, "total_loss": 1.7503099679306615} {"data_time": 0.009752416051924229, "eta_seconds": 172776.17527038697, "iteration": 35899, "loss_fcos_cls": 0.29875048249959946, "loss_fcos_ctr": 0.6247692396864295, "loss_fcos_loc": 0.22049665777012706, "loss_mask": 0.29167001228779554, "loss_maskiou": 0.007212517419247888, "loss_sem_seg": 0.33646728191524744, "lr": 0.01, "mask_rcnn/accuracy": 0.8726517193498325, "mask_rcnn/false_negative": 0.1101939852643678, "mask_rcnn/false_positive": 0.14864001759041445, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.7282014936208725, "total_loss": 1.7478480779391248} {"data_time": 0.010280453599989414, "eta_seconds": 172780.24767404236, "iteration": 35919, "loss_fcos_cls": 0.30339075485244393, "loss_fcos_ctr": 0.6245394125580788, "loss_fcos_loc": 0.2201914384495467, "loss_mask": 0.28424834832549095, "loss_maskiou": 0.007562985589174787, "loss_sem_seg": 0.33911730628460646, "lr": 0.01, "mask_rcnn/accuracy": 0.8722087509298047, "mask_rcnn/false_negative": 0.090911652300053, "mask_rcnn/false_positive": 0.1542447628302871, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 41.0, "time": 0.7461688164621592, "total_loss": 1.7584597731256508} {"data_time": 0.009269661270081997, "eta_seconds": 172707.86645061802, "iteration": 35939, "loss_fcos_cls": 0.3213950959034264, "loss_fcos_ctr": 0.623501262627542, "loss_fcos_loc": 0.2200164288515225, "loss_mask": 0.29359115567058325, "loss_maskiou": 0.007403347728541121, "loss_sem_seg": 0.35805187094956636, "lr": 0.01, "mask_rcnn/accuracy": 0.8425434362934363, "mask_rcnn/false_negative": 0.10722404511580033, "mask_rcnn/false_positive": 0.18806040765551243, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.0, "time": 0.7324549173936248, "total_loss": 1.8466439904877916} {"data_time": 0.010594121180474758, "eta_seconds": 172676.4241705723, "iteration": 35959, "loss_fcos_cls": 0.30799261829815805, "loss_fcos_ctr": 0.6267249463126063, "loss_fcos_loc": 0.2294188680825755, "loss_mask": 0.29011359717696905, "loss_maskiou": 0.0072466555357095785, "loss_sem_seg": 0.3584501715376973, "lr": 0.01, "mask_rcnn/accuracy": 0.876578073089701, "mask_rcnn/false_negative": 0.10548770605039763, "mask_rcnn/false_positive": 0.14952106141734944, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7368310876190662, "total_loss": 1.8146897062542848} {"data_time": 0.009470312856137753, "eta_seconds": 172694.2571354974, "iteration": 35979, "loss_fcos_cls": 0.2972435811534524, "loss_fcos_ctr": 0.6242301557213068, "loss_fcos_loc": 0.21771181095391512, "loss_mask": 0.28770894929766655, "loss_maskiou": 0.006475561851402745, "loss_sem_seg": 0.3583173956722021, "lr": 0.01, "mask_rcnn/accuracy": 0.8655588561684622, "mask_rcnn/false_negative": 0.09767785201519814, "mask_rcnn/false_positive": 0.1770301459795331, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7498428085818887, "total_loss": 1.7906117455422645} {"data_time": 0.010559692047536373, "eta_seconds": 172646.91200404242, "iteration": 35999, "loss_fcos_cls": 0.31095756334252656, "loss_fcos_ctr": 0.6256629414856434, "loss_fcos_loc": 0.2234507969697006, "loss_mask": 0.2881443705409765, "loss_maskiou": 0.006254423467908055, "loss_sem_seg": 0.37904753629118204, "lr": 0.01, "mask_rcnn/accuracy": 0.8930407821610786, "mask_rcnn/false_negative": 0.08774849129909189, "mask_rcnn/false_positive": 0.14502407786210886, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7381933713331819, "total_loss": 1.8083201762419776} {"data_time": 0.009363243356347084, "eta_seconds": 172635.06373566762, "iteration": 36019, "loss_fcos_cls": 0.3001461052335799, "loss_fcos_ctr": 0.6228595776483417, "loss_fcos_loc": 0.21708118822425604, "loss_mask": 0.2941225506365299, "loss_maskiou": 0.007473222722182982, "loss_sem_seg": 0.32449397776508704, "lr": 0.01, "mask_rcnn/accuracy": 0.8659398637077209, "mask_rcnn/false_negative": 0.11153164158923155, "mask_rcnn/false_positive": 0.15687453102864327, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7383773140609264, "total_loss": 1.8005078927526483} {"data_time": 0.010009401477873325, "eta_seconds": 172605.38913069852, "iteration": 36039, "loss_fcos_cls": 0.31464956258423626, "loss_fcos_ctr": 0.6270876778289676, "loss_fcos_loc": 0.2256061373045668, "loss_mask": 0.2822663951665163, "loss_maskiou": 0.007126391192286974, "loss_sem_seg": 0.30780243687331676, "lr": 0.01, "mask_rcnn/accuracy": 0.8737288145366646, "mask_rcnn/false_negative": 0.10484666196352588, "mask_rcnn/false_positive": 0.1751368580486801, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7417811490595341, "total_loss": 1.7961255380068906} {"data_time": 0.009422266855835915, "eta_seconds": 172590.63407416083, "iteration": 36059, "loss_fcos_cls": 0.31382534420117736, "loss_fcos_ctr": 0.6258793047163635, "loss_fcos_loc": 0.2289479720639065, "loss_mask": 0.29811868630349636, "loss_maskiou": 0.006747152569005266, "loss_sem_seg": 0.35376036539673805, "lr": 0.01, "mask_rcnn/accuracy": 0.8550542091836735, "mask_rcnn/false_negative": 0.1132686171595855, "mask_rcnn/false_positive": 0.14442609727225703, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.5, "time": 0.7440576059743762, "total_loss": 1.8656324462644989} {"data_time": 0.009637597016990185, "eta_seconds": 172482.9551943466, "iteration": 36079, "loss_fcos_cls": 0.3078859178349376, "loss_fcos_ctr": 0.6205375725403428, "loss_fcos_loc": 0.2133118244819343, "loss_mask": 0.2771806614473462, "loss_maskiou": 0.007398843372357078, "loss_sem_seg": 0.325064288219437, "lr": 0.01, "mask_rcnn/accuracy": 0.8657353143960287, "mask_rcnn/false_negative": 0.10918088267319245, "mask_rcnn/false_positive": 0.16521985922567325, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7298532463610172, "total_loss": 1.7838228845212143} {"data_time": 0.009838190861046314, "eta_seconds": 172502.76709606312, "iteration": 36099, "loss_fcos_cls": 0.3087428745930083, "loss_fcos_ctr": 0.6251062853261828, "loss_fcos_loc": 0.23140855645760894, "loss_mask": 0.29055081121623516, "loss_maskiou": 0.006730985798640177, "loss_sem_seg": 0.36967470310628414, "lr": 0.01, "mask_rcnn/accuracy": 0.863426843229201, "mask_rcnn/false_negative": 0.12080432101768687, "mask_rcnn/false_positive": 0.167737046483051, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.25, "time": 0.7562783705070615, "total_loss": 1.8386696301713528} {"data_time": 0.010405018925666809, "eta_seconds": 172485.95864311233, "iteration": 36119, "loss_fcos_cls": 0.2965944812167436, "loss_fcos_ctr": 0.6261620195582509, "loss_fcos_loc": 0.22396957853925414, "loss_mask": 0.2878438513725996, "loss_maskiou": 0.006284370610956103, "loss_sem_seg": 0.3786349701695144, "lr": 0.01, "mask_rcnn/accuracy": 0.8844352050665827, "mask_rcnn/false_negative": 0.08716891213564365, "mask_rcnn/false_positive": 0.14251695599653613, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.0, "time": 0.7330390801653266, "total_loss": 1.8405685141478898} {"data_time": 0.0096855778247118, "eta_seconds": 172500.33035869896, "iteration": 36139, "loss_fcos_cls": 0.3063785396516323, "loss_fcos_ctr": 0.6260693576186895, "loss_fcos_loc": 0.22627589176408947, "loss_mask": 0.28997063962742686, "loss_maskiou": 0.007195514539489523, "loss_sem_seg": 0.3417282006703317, "lr": 0.01, "mask_rcnn/accuracy": 0.8793252961819757, "mask_rcnn/false_negative": 0.09812667133404498, "mask_rcnn/false_positive": 0.16121904261409992, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.0, "time": 0.7354735415428877, "total_loss": 1.8009437798464205} {"data_time": 0.010503575205802917, "eta_seconds": 172485.577977553, "iteration": 36159, "loss_fcos_cls": 0.29119962779805064, "loss_fcos_ctr": 0.6213704263791442, "loss_fcos_loc": 0.22116585390176624, "loss_mask": 0.29437031131237745, "loss_maskiou": 0.0073366573778912425, "loss_sem_seg": 0.3354224758222699, "lr": 0.01, "mask_rcnn/accuracy": 0.8736210026532607, "mask_rcnn/false_negative": 0.09597156243967626, "mask_rcnn/false_positive": 0.1470541782360092, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.7375915916636586, "total_loss": 1.7608357202552725} {"data_time": 0.009819300845265388, "eta_seconds": 172470.82559640706, "iteration": 36179, "loss_fcos_cls": 0.31367207202129066, "loss_fcos_ctr": 0.6224851608276367, "loss_fcos_loc": 0.21996228327043355, "loss_mask": 0.2973206536844373, "loss_maskiou": 0.007494309655157849, "loss_sem_seg": 0.34183339308947325, "lr": 0.01, "mask_rcnn/accuracy": 0.8575394873956468, "mask_rcnn/false_negative": 0.11022295319346301, "mask_rcnn/false_positive": 0.18836070027237328, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.0, "time": 0.732635305263102, "total_loss": 1.789451993739931} {"data_time": 0.010567061603069305, "eta_seconds": 172518.6134720696, "iteration": 36199, "loss_fcos_cls": 0.290340552222915, "loss_fcos_ctr": 0.6226615086197853, "loss_fcos_loc": 0.21996609377674758, "loss_mask": 0.2807945227250457, "loss_maskiou": 0.006698925964883529, "loss_sem_seg": 0.3237634610850364, "lr": 0.01, "mask_rcnn/accuracy": 0.8745023110050472, "mask_rcnn/false_negative": 0.09751812801513497, "mask_rcnn/false_positive": 0.1377978998601272, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.5, "time": 0.7532532941550016, "total_loss": 1.7678340737147664} {"data_time": 0.009360387921333313, "eta_seconds": 172675.37468251493, "iteration": 36219, "loss_fcos_cls": 0.2923919935710728, "loss_fcos_ctr": 0.6219852287322283, "loss_fcos_loc": 0.21023593354038894, "loss_mask": 0.2741180411539972, "loss_maskiou": 0.006170578621095046, "loss_sem_seg": 0.3579319906421006, "lr": 0.01, "mask_rcnn/accuracy": 0.8737477479673962, "mask_rcnn/false_negative": 0.09683828745488281, "mask_rcnn/false_positive": 0.15187551409299027, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.5, "time": 0.7541014002636075, "total_loss": 1.7865575120522408} {"data_time": 0.009965749457478523, "eta_seconds": 172599.70791745838, "iteration": 36239, "loss_fcos_cls": 0.30378418805776164, "loss_fcos_ctr": 0.6254355954006314, "loss_fcos_loc": 0.22079045209102333, "loss_mask": 0.2776249460875988, "loss_maskiou": 0.006328279814624693, "loss_sem_seg": 0.31249017221853137, "lr": 0.01, "mask_rcnn/accuracy": 0.8706189767573697, "mask_rcnn/false_negative": 0.08982021040862098, "mask_rcnn/false_positive": 0.14324735021668683, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.7276494326069951, "total_loss": 1.7633396172968787} {"data_time": 0.010125870816409588, "eta_seconds": 172474.34027901944, "iteration": 36259, "loss_fcos_cls": 0.2975950692780316, "loss_fcos_ctr": 0.6232754066586494, "loss_fcos_loc": 0.21781065803952515, "loss_mask": 0.2960080783814192, "loss_maskiou": 0.007153903003199957, "loss_sem_seg": 0.33688042405992746, "lr": 0.01, "mask_rcnn/accuracy": 0.8880349333610995, "mask_rcnn/false_negative": 0.08229348044553234, "mask_rcnn/false_positive": 0.14234588048990449, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.25, "time": 0.7249135142192245, "total_loss": 1.8082688347494695} {"data_time": 0.010068708099424839, "eta_seconds": 172456.98879653122, "iteration": 36279, "loss_fcos_cls": 0.3154240897856653, "loss_fcos_ctr": 0.6277784472331405, "loss_fcos_loc": 0.23092635243665427, "loss_mask": 0.28776418045163155, "loss_maskiou": 0.006885065362439491, "loss_sem_seg": 0.35453298315405846, "lr": 0.01, "mask_rcnn/accuracy": 0.8834622298286403, "mask_rcnn/false_negative": 0.08098940367453855, "mask_rcnn/false_positive": 0.15155080697493917, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.75, "time": 0.7291092043742537, "total_loss": 1.8248548607662087} {"data_time": 0.009526350535452366, "eta_seconds": 172442.2312874673, "iteration": 36299, "loss_fcos_cls": 0.2956305246334523, "loss_fcos_ctr": 0.6228756243363023, "loss_fcos_loc": 0.21798556298017502, "loss_mask": 0.290005037561059, "loss_maskiou": 0.007179182612162549, "loss_sem_seg": 0.3548014364205301, "lr": 0.01, "mask_rcnn/accuracy": 0.8641736762272476, "mask_rcnn/false_negative": 0.0944977522845127, "mask_rcnn/false_positive": 0.17373611814050882, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7335107168182731, "total_loss": 1.7844210379407741} {"data_time": 0.010300972498953342, "eta_seconds": 172427.47377840336, "iteration": 36319, "loss_fcos_cls": 0.3034317069686949, "loss_fcos_ctr": 0.6243493724614382, "loss_fcos_loc": 0.21490616747178137, "loss_mask": 0.2972886869683862, "loss_maskiou": 0.007300860233954154, "loss_sem_seg": 0.3608774780295789, "lr": 0.01, "mask_rcnn/accuracy": 0.8696697428971588, "mask_rcnn/false_negative": 0.10846029598371618, "mask_rcnn/false_positive": 0.15525895201902573, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.5, "time": 0.7364670475944877, "total_loss": 1.8348499791391077} {"data_time": 0.009338765405118465, "eta_seconds": 172451.01063386444, "iteration": 36339, "loss_fcos_cls": 0.28973722737282515, "loss_fcos_ctr": 0.6269421065226197, "loss_fcos_loc": 0.22177279624156654, "loss_mask": 0.30605605337768793, "loss_maskiou": 0.007344792669755407, "loss_sem_seg": 0.36120108305476606, "lr": 0.01, "mask_rcnn/accuracy": 0.8443227725729376, "mask_rcnn/false_negative": 0.10823189868958161, "mask_rcnn/false_positive": 0.19657730937877466, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.5, "time": 0.7675551418215036, "total_loss": 1.7813280198752182} {"data_time": 0.01016923412680626, "eta_seconds": 172413.83863582648, "iteration": 36359, "loss_fcos_cls": 0.3006927231326699, "loss_fcos_ctr": 0.6249779229983687, "loss_fcos_loc": 0.22253293811809272, "loss_mask": 0.2927553579211235, "loss_maskiou": 0.00647507279063575, "loss_sem_seg": 0.37041422724723816, "lr": 0.01, "mask_rcnn/accuracy": 0.8761938272846084, "mask_rcnn/false_negative": 0.10590977904200857, "mask_rcnn/false_positive": 0.149139338771672, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.0, "time": 0.7439790209755301, "total_loss": 1.812558576799347} {"data_time": 0.010201730765402317, "eta_seconds": 172421.48906019423, "iteration": 36379, "loss_fcos_cls": 0.3173459409736097, "loss_fcos_ctr": 0.6214990080334246, "loss_fcos_loc": 0.20753892557695508, "loss_mask": 0.2859532758593559, "loss_maskiou": 0.006646632187766954, "loss_sem_seg": 0.3711644560098648, "lr": 0.01, "mask_rcnn/accuracy": 0.8911541005291006, "mask_rcnn/false_negative": 0.08048384299841779, "mask_rcnn/false_positive": 0.15561748287116908, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7194411121308804, "total_loss": 1.7978960030595772} {"data_time": 0.009821330197155476, "eta_seconds": 172572.40948049258, "iteration": 36399, "loss_fcos_cls": 0.3067756900563836, "loss_fcos_ctr": 0.6262457012198865, "loss_fcos_loc": 0.21380306538776495, "loss_mask": 0.26617919467389584, "loss_maskiou": 0.006463775156589691, "loss_sem_seg": 0.36058933555614203, "lr": 0.01, "mask_rcnn/accuracy": 0.871271109044913, "mask_rcnn/false_negative": 0.10669231201721069, "mask_rcnn/false_positive": 0.17585969051196754, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7427410520613194, "total_loss": 1.775571869322448} {"data_time": 0.009686445817351341, "eta_seconds": 172510.72912888695, "iteration": 36419, "loss_fcos_cls": 0.3021004372276366, "loss_fcos_ctr": 0.6250409856438637, "loss_fcos_loc": 0.2196351487946231, "loss_mask": 0.2819337733089924, "loss_maskiou": 0.0062278487894218415, "loss_sem_seg": 0.34186791302636266, "lr": 0.01, "mask_rcnn/accuracy": 0.8790346292737874, "mask_rcnn/false_negative": 0.09908816358265096, "mask_rcnn/false_positive": 0.16206791865394843, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.0, "time": 0.739329231902957, "total_loss": 1.8071102036046796} {"data_time": 0.011064761318266392, "eta_seconds": 172452.03597225156, "iteration": 36439, "loss_fcos_cls": 0.2930083030369133, "loss_fcos_ctr": 0.6224425630643964, "loss_fcos_loc": 0.222555662272498, "loss_mask": 0.27430749870836735, "loss_maskiou": 0.006183491830597632, "loss_sem_seg": 0.33780010510236025, "lr": 0.01, "mask_rcnn/accuracy": 0.8766396776101746, "mask_rcnn/false_negative": 0.100096042220232, "mask_rcnn/false_positive": 0.15741861397914883, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.25, "time": 0.7229530569165945, "total_loss": 1.7681680174646317} {"data_time": 0.009349746629595757, "eta_seconds": 172340.04429380782, "iteration": 36459, "loss_fcos_cls": 0.28257812978699803, "loss_fcos_ctr": 0.6221676813438535, "loss_fcos_loc": 0.2096626504790038, "loss_mask": 0.2777161789126694, "loss_maskiou": 0.005771459058451001, "loss_sem_seg": 0.34700090205296874, "lr": 0.01, "mask_rcnn/accuracy": 0.8938698605691444, "mask_rcnn/false_negative": 0.08997241706666187, "mask_rcnn/false_positive": 0.12620810319559378, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 34.75, "time": 0.7279466316103935, "total_loss": 1.714179491624236} {"data_time": 0.009089482016861439, "eta_seconds": 172347.6851260187, "iteration": 36479, "loss_fcos_cls": 0.30027610156685114, "loss_fcos_ctr": 0.6277990601956844, "loss_fcos_loc": 0.2222164769191295, "loss_mask": 0.29457123298197985, "loss_maskiou": 0.007229875845951028, "loss_sem_seg": 0.34171276865527034, "lr": 0.01, "mask_rcnn/accuracy": 0.8702680146132526, "mask_rcnn/false_negative": 0.10108820291018808, "mask_rcnn/false_positive": 0.1475059667037143, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.5, "time": 0.736844495870173, "total_loss": 1.8141983341920422} {"data_time": 0.010846397839486599, "eta_seconds": 172354.23175309785, "iteration": 36499, "loss_fcos_cls": 0.2969651874154806, "loss_fcos_ctr": 0.6243450539186597, "loss_fcos_loc": 0.20916437823325396, "loss_mask": 0.27840630430728197, "loss_maskiou": 0.0063111504568951204, "loss_sem_seg": 0.3388790814206004, "lr": 0.01, "mask_rcnn/accuracy": 0.8796284253873539, "mask_rcnn/false_negative": 0.1030040053902777, "mask_rcnn/false_positive": 0.1375398218477225, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 34.25, "time": 0.753933809697628, "total_loss": 1.769235934712924} {"data_time": 0.009739450179040432, "eta_seconds": 172392.96719416883, "iteration": 36519, "loss_fcos_cls": 0.28627291112206876, "loss_fcos_ctr": 0.6251929402351379, "loss_fcos_loc": 0.22279168479144573, "loss_mask": 0.2888763640075922, "loss_maskiou": 0.00685708002129104, "loss_sem_seg": 0.33637077640742064, "lr": 0.01, "mask_rcnn/accuracy": 0.8680663973055562, "mask_rcnn/false_negative": 0.1102840679360991, "mask_rcnn/false_positive": 0.16846986621590854, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7362060304731131, "total_loss": 1.787449908646522} {"data_time": 0.009672216139733791, "eta_seconds": 172440.7788954433, "iteration": 36539, "loss_fcos_cls": 0.2964281195309013, "loss_fcos_ctr": 0.6230596173554659, "loss_fcos_loc": 0.21619088808074594, "loss_mask": 0.2979739271104336, "loss_maskiou": 0.00796277291374281, "loss_sem_seg": 0.3266455214470625, "lr": 0.01, "mask_rcnn/accuracy": 0.8525945704368705, "mask_rcnn/false_negative": 0.10319562722335582, "mask_rcnn/false_positive": 0.17425027635834622, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 43.75, "time": 0.7348351292312145, "total_loss": 1.7596520828810753} {"data_time": 0.01008157804608345, "eta_seconds": 172622.07131437957, "iteration": 36559, "loss_fcos_cls": 0.30388753209263086, "loss_fcos_ctr": 0.6237810668535531, "loss_fcos_loc": 0.21997025655582547, "loss_mask": 0.28927313070744276, "loss_maskiou": 0.007966871286043897, "loss_sem_seg": 0.3589363656938076, "lr": 0.01, "mask_rcnn/accuracy": 0.8684661364545818, "mask_rcnn/false_negative": 0.1060019385100307, "mask_rcnn/false_positive": 0.12976325706334332, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7596786729991436, "total_loss": 1.8215311633248348} {"data_time": 0.009813730604946613, "eta_seconds": 172542.02966984175, "iteration": 36579, "loss_fcos_cls": 0.3002958510769531, "loss_fcos_ctr": 0.6232791291549802, "loss_fcos_loc": 0.21107929316349328, "loss_mask": 0.29139682557433844, "loss_maskiou": 0.006497192123788409, "loss_sem_seg": 0.34024395956657827, "lr": 0.01, "mask_rcnn/accuracy": 0.87801652712367, "mask_rcnn/false_negative": 0.0916007305874929, "mask_rcnn/false_positive": 0.1868591563409516, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7521156398579478, "total_loss": 1.7837182861403562} {"data_time": 0.010082749649882317, "eta_seconds": 172424.6597624002, "iteration": 36599, "loss_fcos_cls": 0.28234961815178394, "loss_fcos_ctr": 0.6250706580467522, "loss_fcos_loc": 0.21434143197257072, "loss_mask": 0.29719495214521885, "loss_maskiou": 0.006898470353917219, "loss_sem_seg": 0.3288678382523358, "lr": 0.01, "mask_rcnn/accuracy": 0.8556104325370701, "mask_rcnn/false_negative": 0.11896269705512583, "mask_rcnn/false_positive": 0.14412139308804428, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 24.75, "time": 0.7237682240083814, "total_loss": 1.744468748162035} {"data_time": 0.010065624490380287, "eta_seconds": 172443.62645199336, "iteration": 36619, "loss_fcos_cls": 0.2934110244968906, "loss_fcos_ctr": 0.622281989082694, "loss_fcos_loc": 0.20725617336574942, "loss_mask": 0.2674678135663271, "loss_maskiou": 0.006764065026800381, "loss_sem_seg": 0.3754108645953238, "lr": 0.01, "mask_rcnn/accuracy": 0.883767551643083, "mask_rcnn/false_negative": 0.09584798986066205, "mask_rcnn/false_positive": 0.15230678459977604, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.5, "time": 0.7491758279502392, "total_loss": 1.758296682186483} {"data_time": 0.01018523145467043, "eta_seconds": 172395.10981878173, "iteration": 36639, "loss_fcos_cls": 0.3043206590227783, "loss_fcos_ctr": 0.6236108532175422, "loss_fcos_loc": 0.2214504493167624, "loss_mask": 0.28035983722656965, "loss_maskiou": 0.00728102054563351, "loss_sem_seg": 0.35136641934514046, "lr": 0.01, "mask_rcnn/accuracy": 0.8743284335655903, "mask_rcnn/false_negative": 0.09747682894762616, "mask_rcnn/false_positive": 0.14031953423911708, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.0, "time": 0.7295210305601358, "total_loss": 1.8006635385245318} {"data_time": 0.01025362592190504, "eta_seconds": 172278.24990842957, "iteration": 36659, "loss_fcos_cls": 0.3053009333088994, "loss_fcos_ctr": 0.624528955668211, "loss_fcos_loc": 0.22531067032832652, "loss_mask": 0.29360655788332224, "loss_maskiou": 0.006404400570318103, "loss_sem_seg": 0.34001200646162033, "lr": 0.01, "mask_rcnn/accuracy": 0.8802689484620794, "mask_rcnn/false_negative": 0.10209368769472892, "mask_rcnn/false_positive": 0.14040972941709112, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7343436358496547, "total_loss": 1.7899331490989425} {"data_time": 0.010787628591060638, "eta_seconds": 172176.45162890106, "iteration": 36679, "loss_fcos_cls": 0.3117577042430639, "loss_fcos_ctr": 0.6244614999741316, "loss_fcos_loc": 0.2283776409458369, "loss_mask": 0.29122565407305956, "loss_maskiou": 0.006642152700806037, "loss_sem_seg": 0.3502132589928806, "lr": 0.01, "mask_rcnn/accuracy": 0.869131288879188, "mask_rcnn/false_negative": 0.09445439816302789, "mask_rcnn/false_positive": 0.1581927529683242, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.25, "time": 0.7341609336435795, "total_loss": 1.830006066680653} {"data_time": 0.01097897719591856, "eta_seconds": 172103.29101699963, "iteration": 36699, "loss_fcos_cls": 0.3069722824729979, "loss_fcos_ctr": 0.6258482430130243, "loss_fcos_loc": 0.22422805847600102, "loss_mask": 0.29485045187175274, "loss_maskiou": 0.006901666347403079, "loss_sem_seg": 0.3153232969343662, "lr": 0.01, "mask_rcnn/accuracy": 0.875653769040573, "mask_rcnn/false_negative": 0.08574710892788301, "mask_rcnn/false_positive": 0.1577435739096798, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.7299431674182415, "total_loss": 1.7869092366454424} {"data_time": 0.010310638695955276, "eta_seconds": 171980.3527138438, "iteration": 36719, "loss_fcos_cls": 0.31028148788027465, "loss_fcos_ctr": 0.6203245874494314, "loss_fcos_loc": 0.21140722534619272, "loss_mask": 0.2809098558500409, "loss_maskiou": 0.006713663009577431, "loss_sem_seg": 0.3366080755367875, "lr": 0.01, "mask_rcnn/accuracy": 0.8839313378619232, "mask_rcnn/false_negative": 0.09406171917102282, "mask_rcnn/false_positive": 0.15259850612985754, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7244678689166903, "total_loss": 1.7705249351274688} {"data_time": 0.010417496785521507, "eta_seconds": 171981.0230200952, "iteration": 36739, "loss_fcos_cls": 0.3098105760291219, "loss_fcos_ctr": 0.6197813637554646, "loss_fcos_loc": 0.2112931553274393, "loss_mask": 0.28294040728360415, "loss_maskiou": 0.006691605733067263, "loss_sem_seg": 0.3524457474704832, "lr": 0.01, "mask_rcnn/accuracy": 0.8791239108002752, "mask_rcnn/false_negative": 0.10754424607437214, "mask_rcnn/false_positive": 0.1346949194389771, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7472966928035021, "total_loss": 1.808231649454683} {"data_time": 0.010347370989620686, "eta_seconds": 172013.96214262024, "iteration": 36759, "loss_fcos_cls": 0.29908488993532956, "loss_fcos_ctr": 0.62148203747347, "loss_fcos_loc": 0.21416269044857472, "loss_mask": 0.28081698436290026, "loss_maskiou": 0.006396138829586562, "loss_sem_seg": 0.3426291337236762, "lr": 0.01, "mask_rcnn/accuracy": 0.874955106266109, "mask_rcnn/false_negative": 0.11592960793370616, "mask_rcnn/false_positive": 0.13596629024118223, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 35.25, "time": 0.7243292666971684, "total_loss": 1.7564456204054295} {"data_time": 0.010548637248575687, "eta_seconds": 171917.85307035688, "iteration": 36779, "loss_fcos_cls": 0.295084061101079, "loss_fcos_ctr": 0.6245404295623302, "loss_fcos_loc": 0.21677342767361552, "loss_mask": 0.2804073579609394, "loss_maskiou": 0.006296369265328394, "loss_sem_seg": 0.34175599180161953, "lr": 0.01, "mask_rcnn/accuracy": 0.8712478741496599, "mask_rcnn/false_negative": 0.10822045574194625, "mask_rcnn/false_positive": 0.1567773092522101, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.7357681598514318, "total_loss": 1.772682088369038} {"data_time": 0.010199279524385929, "eta_seconds": 171873.8724469468, "iteration": 36799, "loss_fcos_cls": 0.30876512499526143, "loss_fcos_ctr": 0.6286427017766982, "loss_fcos_loc": 0.2341923345811665, "loss_mask": 0.3108679009601474, "loss_maskiou": 0.007856582175008953, "loss_sem_seg": 0.3760698400437832, "lr": 0.01, "mask_rcnn/accuracy": 0.8706930203863247, "mask_rcnn/false_negative": 0.11821463211667399, "mask_rcnn/false_positive": 0.12519318965365522, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.25, "time": 0.7250561732798815, "total_loss": 1.862363544976688} {"data_time": 0.009734648279845715, "eta_seconds": 171833.63080330286, "iteration": 36819, "loss_fcos_cls": 0.30598566378466785, "loss_fcos_ctr": 0.6214427249506116, "loss_fcos_loc": 0.21652677445672452, "loss_mask": 0.28559089824557304, "loss_maskiou": 0.006678378878859803, "loss_sem_seg": 0.36883772583678365, "lr": 0.01, "mask_rcnn/accuracy": 0.8800589561592327, "mask_rcnn/false_negative": 0.09967406622475367, "mask_rcnn/false_positive": 0.17027517580549723, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.7447669133543968, "total_loss": 1.8147955543718126} {"data_time": 0.011397956870496273, "eta_seconds": 171873.62432944495, "iteration": 36839, "loss_fcos_cls": 0.28836329584009945, "loss_fcos_ctr": 0.6249868720769882, "loss_fcos_loc": 0.22542055987287313, "loss_mask": 0.30307430727407336, "loss_maskiou": 0.006680184756987728, "loss_sem_seg": 0.3432696021627635, "lr": 0.01, "mask_rcnn/accuracy": 0.8587879677321617, "mask_rcnn/false_negative": 0.10361204256354252, "mask_rcnn/false_positive": 0.1811395933996332, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7298958757892251, "total_loss": 1.7803994916466763} {"data_time": 0.010669959709048271, "eta_seconds": 171870.41859053448, "iteration": 36859, "loss_fcos_cls": 0.29569584410637617, "loss_fcos_ctr": 0.6238204641267657, "loss_fcos_loc": 0.22170229558832943, "loss_mask": 0.2867612484842539, "loss_maskiou": 0.006756294169463217, "loss_sem_seg": 0.34380283020436764, "lr": 0.01, "mask_rcnn/accuracy": 0.8522570198292083, "mask_rcnn/false_negative": 0.08958886543886634, "mask_rcnn/false_positive": 0.16561838242333707, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7537809079512954, "total_loss": 1.7953640246560099} {"data_time": 0.009911586530506611, "eta_seconds": 171991.94800301548, "iteration": 36879, "loss_fcos_cls": 0.2998578636907041, "loss_fcos_ctr": 0.6251468369737267, "loss_fcos_loc": 0.2212473239051178, "loss_mask": 0.29175357706844807, "loss_maskiou": 0.006643687389441766, "loss_sem_seg": 0.34101238893345, "lr": 0.01, "mask_rcnn/accuracy": 0.8748018384681893, "mask_rcnn/false_negative": 0.10533365496026902, "mask_rcnn/false_positive": 0.1534042579692263, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.0, "time": 0.7519193654879928, "total_loss": 1.768010595245869} {"data_time": 0.010220176540315151, "eta_seconds": 172014.10525048524, "iteration": 36899, "loss_fcos_cls": 0.3038569401251152, "loss_fcos_ctr": 0.6271040420979261, "loss_fcos_loc": 0.21962158742826432, "loss_mask": 0.29103580117225647, "loss_maskiou": 0.007308068255952094, "loss_sem_seg": 0.33273761230520904, "lr": 0.01, "mask_rcnn/accuracy": 0.873191094619666, "mask_rcnn/false_negative": 0.13651250727793418, "mask_rcnn/false_positive": 0.1298973915287302, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.0, "time": 0.7285416843369603, "total_loss": 1.7784335303513217} {"data_time": 0.010490045882761478, "eta_seconds": 172033.00049392413, "iteration": 36919, "loss_fcos_cls": 0.3046045422088355, "loss_fcos_ctr": 0.6258437754586339, "loss_fcos_loc": 0.22203383524902165, "loss_mask": 0.2805757513269782, "loss_maskiou": 0.007404600966765429, "loss_sem_seg": 0.3156046727672219, "lr": 0.01, "mask_rcnn/accuracy": 0.871631349176323, "mask_rcnn/false_negative": 0.09731829342705901, "mask_rcnn/false_positive": 0.13682082386699787, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7557676322758198, "total_loss": 1.772179002437042} {"data_time": 0.01095801591873169, "eta_seconds": 172126.68428300042, "iteration": 36939, "loss_fcos_cls": 0.3077178602106869, "loss_fcos_ctr": 0.6269444008357823, "loss_fcos_loc": 0.22727015218697488, "loss_mask": 0.2857698695734143, "loss_maskiou": 0.006762257282389328, "loss_sem_seg": 0.3373275245539844, "lr": 0.01, "mask_rcnn/accuracy": 0.8763135744162529, "mask_rcnn/false_negative": 0.10412001111913698, "mask_rcnn/false_positive": 0.10628556979051437, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 31.25, "time": 0.7346652876585722, "total_loss": 1.8061387078923872} {"data_time": 0.010487763211131096, "eta_seconds": 172158.71026983391, "iteration": 36959, "loss_fcos_cls": 0.3016135571524501, "loss_fcos_ctr": 0.6249621598981321, "loss_fcos_loc": 0.21787303313612938, "loss_mask": 0.27548147179186344, "loss_maskiou": 0.006458410971390549, "loss_sem_seg": 0.3237717968877405, "lr": 0.01, "mask_rcnn/accuracy": 0.873349653908004, "mask_rcnn/false_negative": 0.0952215030414298, "mask_rcnn/false_positive": 0.15127860271331117, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.75, "time": 0.7413281193003058, "total_loss": 1.792289163578971} {"data_time": 0.01046415138989687, "eta_seconds": 172115.7826746013, "iteration": 36979, "loss_fcos_cls": 0.29795916634611785, "loss_fcos_ctr": 0.6237886534072459, "loss_fcos_loc": 0.2233871107455343, "loss_mask": 0.28172701597213745, "loss_maskiou": 0.006487855869636405, "loss_sem_seg": 0.31663120863959193, "lr": 0.01, "mask_rcnn/accuracy": 0.8887157206632653, "mask_rcnn/false_negative": 0.07907833066169254, "mask_rcnn/false_positive": 0.1590808224635037, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.25, "time": 0.746868783608079, "total_loss": 1.757407579018036} {"data_time": 0.009740217588841915, "eta_seconds": 172101.01011910848, "iteration": 36999, "loss_fcos_cls": 0.2708006789907813, "loss_fcos_ctr": 0.6224558856338263, "loss_fcos_loc": 0.20635496417526156, "loss_mask": 0.2673146137967706, "loss_maskiou": 0.006071794254239649, "loss_sem_seg": 0.2925197444856167, "lr": 0.01, "mask_rcnn/accuracy": 0.8865288220551378, "mask_rcnn/false_negative": 0.08479612627139677, "mask_rcnn/false_positive": 0.14159252853832396, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7409862140193582, "total_loss": 1.6733803074603202} {"data_time": 0.011151067912578583, "eta_seconds": 172056.2823255537, "iteration": 37019, "loss_fcos_cls": 0.2904256940819323, "loss_fcos_ctr": 0.622307407669723, "loss_fcos_loc": 0.21521724463673308, "loss_mask": 0.2740030409768224, "loss_maskiou": 0.00638664337748196, "loss_sem_seg": 0.3012800943106413, "lr": 0.01, "mask_rcnn/accuracy": 0.8606660452642596, "mask_rcnn/false_negative": 0.10893881800915764, "mask_rcnn/false_positive": 0.18200386126040052, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.75, "time": 0.7318825330585241, "total_loss": 1.7383559102236177} {"data_time": 0.009769555181264877, "eta_seconds": 172140.32695990615, "iteration": 37039, "loss_fcos_cls": 0.301585097797215, "loss_fcos_ctr": 0.6238380842842162, "loss_fcos_loc": 0.20991090894676745, "loss_mask": 0.2817598870024085, "loss_maskiou": 0.006813904699811246, "loss_sem_seg": 0.3239427711814642, "lr": 0.01, "mask_rcnn/accuracy": 0.8878873131765022, "mask_rcnn/false_negative": 0.10842529898788741, "mask_rcnn/false_positive": 0.1539700261228954, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 41.25, "time": 0.7529987338930368, "total_loss": 1.7596951839950634} {"data_time": 0.010372621938586235, "eta_seconds": 172056.69245263003, "iteration": 37059, "loss_fcos_cls": 0.29589760303497314, "loss_fcos_ctr": 0.6223119297064841, "loss_fcos_loc": 0.21646196208894253, "loss_mask": 0.2894217995926738, "loss_maskiou": 0.008065969581366517, "loss_sem_seg": 0.3219688939861953, "lr": 0.01, "mask_rcnn/accuracy": 0.8813692684866155, "mask_rcnn/false_negative": 0.09306486157482038, "mask_rcnn/false_positive": 0.16247140894983486, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7322195954620838, "total_loss": 1.7812736060004681} {"data_time": 0.009814932011067867, "eta_seconds": 172023.28759372327, "iteration": 37079, "loss_fcos_cls": 0.2782238267827779, "loss_fcos_ctr": 0.6248483899980783, "loss_fcos_loc": 0.21489772066706792, "loss_mask": 0.28126529790461063, "loss_maskiou": 0.0066899879384436645, "loss_sem_seg": 0.3119178060442209, "lr": 0.01, "mask_rcnn/accuracy": 0.8624614022341295, "mask_rcnn/false_negative": 0.09603047087173991, "mask_rcnn/false_positive": 0.1587359370671817, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.75, "time": 0.7245191875845194, "total_loss": 1.7268142838802305} {"data_time": 0.010148310102522373, "eta_seconds": 172027.1473416444, "iteration": 37099, "loss_fcos_cls": 0.29675961984321475, "loss_fcos_ctr": 0.6256696153432131, "loss_fcos_loc": 0.2183244297048077, "loss_mask": 0.29650676948949695, "loss_maskiou": 0.007241358835017309, "loss_sem_seg": 0.3104283111169934, "lr": 0.01, "mask_rcnn/accuracy": 0.856375753861055, "mask_rcnn/false_negative": 0.12400317312122844, "mask_rcnn/false_positive": 0.15467590427978273, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.5, "time": 0.7513405242934823, "total_loss": 1.7666516618337482} {"data_time": 0.010341369546949863, "eta_seconds": 172012.37478615157, "iteration": 37119, "loss_fcos_cls": 0.28313361923210323, "loss_fcos_ctr": 0.6245245281606913, "loss_fcos_loc": 0.2203140677884221, "loss_mask": 0.2910922756418586, "loss_maskiou": 0.007243428364745341, "loss_sem_seg": 0.36436107382178307, "lr": 0.01, "mask_rcnn/accuracy": 0.8594490011194351, "mask_rcnn/false_negative": 0.10392395084022688, "mask_rcnn/false_positive": 0.16504743274871553, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7342969952151179, "total_loss": 1.7729891900380608} {"data_time": 0.01018135529011488, "eta_seconds": 172156.89142777584, "iteration": 37139, "loss_fcos_cls": 0.28716709231957793, "loss_fcos_ctr": 0.623314939904958, "loss_fcos_loc": 0.22302920778747648, "loss_mask": 0.2865760372951627, "loss_maskiou": 0.007692999599385075, "loss_sem_seg": 0.34326374204829335, "lr": 0.01, "mask_rcnn/accuracy": 0.8961568904291276, "mask_rcnn/false_negative": 0.0845997705612299, "mask_rcnn/false_positive": 0.1394640513237907, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.0, "time": 0.7422240106388927, "total_loss": 1.77540234150365} {"data_time": 0.010020501911640167, "eta_seconds": 172102.86139862426, "iteration": 37159, "loss_fcos_cls": 0.2863090275786817, "loss_fcos_ctr": 0.6219061748124659, "loss_fcos_loc": 0.21555071522016078, "loss_mask": 0.28970111394301057, "loss_maskiou": 0.006514647015137598, "loss_sem_seg": 0.3601448629051447, "lr": 0.01, "mask_rcnn/accuracy": 0.8715818564267812, "mask_rcnn/false_negative": 0.09932571433946863, "mask_rcnn/false_positive": 0.16054664488789594, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.5, "time": 0.7354226410388947, "total_loss": 1.7688224021549104} {"data_time": 0.010202063247561455, "eta_seconds": 172127.31895468198, "iteration": 37179, "loss_fcos_cls": 0.3019041493535042, "loss_fcos_ctr": 0.6224495321512222, "loss_fcos_loc": 0.20716505497694016, "loss_mask": 0.2760166898369789, "loss_maskiou": 0.006213350090547465, "loss_sem_seg": 0.3478989712893963, "lr": 0.01, "mask_rcnn/accuracy": 0.8926002692743764, "mask_rcnn/false_negative": 0.0810224631636946, "mask_rcnn/false_positive": 0.1350261554649586, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.7361513152718544, "total_loss": 1.75708588231646} {"data_time": 0.009525892324745655, "eta_seconds": 171870.12795581762, "iteration": 37199, "loss_fcos_cls": 0.28590627876110375, "loss_fcos_ctr": 0.6227711820974946, "loss_fcos_loc": 0.21321791096124798, "loss_mask": 0.27478575706481934, "loss_maskiou": 0.006991303584072739, "loss_sem_seg": 0.3803089098073542, "lr": 0.01, "mask_rcnn/accuracy": 0.8855272031680186, "mask_rcnn/false_negative": 0.07716293553807227, "mask_rcnn/false_positive": 0.15215835274407136, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.72396728862077, "total_loss": 1.8192136380966986} {"data_time": 0.009095159359276295, "eta_seconds": 171565.33157774806, "iteration": 37219, "loss_fcos_cls": 0.29095988161861897, "loss_fcos_ctr": 0.6223338432610035, "loss_fcos_loc": 0.20905179344117641, "loss_mask": 0.27215657010674477, "loss_maskiou": 0.00686783401761204, "loss_sem_seg": 0.29717110516503453, "lr": 0.01, "mask_rcnn/accuracy": 0.8719360241939744, "mask_rcnn/false_negative": 0.104431712664316, "mask_rcnn/false_positive": 0.13583267361551726, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.75, "time": 0.721887344494462, "total_loss": 1.7138650982487889} {"data_time": 0.01052648015320301, "eta_seconds": 171519.98605921213, "iteration": 37239, "loss_fcos_cls": 0.3023755820468068, "loss_fcos_ctr": 0.626495789270848, "loss_fcos_loc": 0.2166488729417324, "loss_mask": 0.2868025815114379, "loss_maskiou": 0.006996199837885797, "loss_sem_seg": 0.2832434324081987, "lr": 0.01, "mask_rcnn/accuracy": 0.8728412106600882, "mask_rcnn/false_negative": 0.09049430903294722, "mask_rcnn/false_positive": 0.13858695177469, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.75, "time": 0.7309252945706248, "total_loss": 1.7362404951563803} {"data_time": 0.00997751671820879, "eta_seconds": 171772.033514061, "iteration": 37259, "loss_fcos_cls": 0.2846815341617912, "loss_fcos_ctr": 0.6259552156552672, "loss_fcos_loc": 0.2172265094704926, "loss_mask": 0.281838315539062, "loss_maskiou": 0.007371138060989324, "loss_sem_seg": 0.3258353779092431, "lr": 0.01, "mask_rcnn/accuracy": 0.8892764245632787, "mask_rcnn/false_negative": 0.07204144818096359, "mask_rcnn/false_positive": 0.14703349031575053, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.75, "time": 0.7596709113568068, "total_loss": 1.754820653484785} {"data_time": 0.00922638364136219, "eta_seconds": 171677.97510960046, "iteration": 37279, "loss_fcos_cls": 0.27312931418418884, "loss_fcos_ctr": 0.6264833891764283, "loss_fcos_loc": 0.22143803688231856, "loss_mask": 0.29122914280742407, "loss_maskiou": 0.0060057370574213564, "loss_sem_seg": 0.3371618567034602, "lr": 0.01, "mask_rcnn/accuracy": 0.8881173948452621, "mask_rcnn/false_negative": 0.0873838683901473, "mask_rcnn/false_positive": 0.14908949439259564, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.75, "time": 0.7216781228780746, "total_loss": 1.740390776147251} {"data_time": 0.010022238828241825, "eta_seconds": 171708.91279928572, "iteration": 37299, "loss_fcos_cls": 0.29325774777680635, "loss_fcos_ctr": 0.6219731438905001, "loss_fcos_loc": 0.21065479493699968, "loss_mask": 0.27898750826716423, "loss_maskiou": 0.006633831988438033, "loss_sem_seg": 0.33103568269871175, "lr": 0.01, "mask_rcnn/accuracy": 0.8858689498526684, "mask_rcnn/false_negative": 0.09000258417121905, "mask_rcnn/false_positive": 0.13886952066013253, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.746501456014812, "total_loss": 1.7328845139418263} {"data_time": 0.010878611356019974, "eta_seconds": 171727.75114863832, "iteration": 37319, "loss_fcos_cls": 0.2897385985124856, "loss_fcos_ctr": 0.6209811391308904, "loss_fcos_loc": 0.21950477315112948, "loss_mask": 0.28450641594827175, "loss_maskiou": 0.007196621874754783, "loss_sem_seg": 0.33348255045711994, "lr": 0.01, "mask_rcnn/accuracy": 0.8654584773922753, "mask_rcnn/false_negative": 0.09745899428405541, "mask_rcnn/false_positive": 0.15311452908989553, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7418023534119129, "total_loss": 1.747713914824999} {"data_time": 0.011001966893672943, "eta_seconds": 171712.99036016408, "iteration": 37339, "loss_fcos_cls": 0.2969144410453737, "loss_fcos_ctr": 0.6204042816534638, "loss_fcos_loc": 0.2175205994863063, "loss_mask": 0.3050706787034869, "loss_maskiou": 0.006614790647290647, "loss_sem_seg": 0.34199873358011246, "lr": 0.01, "mask_rcnn/accuracy": 0.8609141024830984, "mask_rcnn/false_negative": 0.10699559094196012, "mask_rcnn/false_positive": 0.15945879376139882, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.0, "time": 0.756712474860251, "total_loss": 1.796417836812907} {"data_time": 0.009240834042429924, "eta_seconds": 171618.95921499375, "iteration": 37359, "loss_fcos_cls": 0.2943292623385787, "loss_fcos_ctr": 0.6204380951821804, "loss_fcos_loc": 0.21845818823203444, "loss_mask": 0.280091785825789, "loss_maskiou": 0.006417785814846866, "loss_sem_seg": 0.30853790789842606, "lr": 0.01, "mask_rcnn/accuracy": 0.8688934463238364, "mask_rcnn/false_negative": 0.104001200924895, "mask_rcnn/false_positive": 0.14695518433430493, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.7293576896190643, "total_loss": 1.717916428882745} {"data_time": 0.009318727999925613, "eta_seconds": 171792.42333154567, "iteration": 37379, "loss_fcos_cls": 0.29038381029386073, "loss_fcos_ctr": 0.6235655718483031, "loss_fcos_loc": 0.21158837352413684, "loss_mask": 0.2862596781924367, "loss_maskiou": 0.006818893445597496, "loss_sem_seg": 0.3389649693854153, "lr": 0.01, "mask_rcnn/accuracy": 0.8570408163265306, "mask_rcnn/false_negative": 0.09015198184397032, "mask_rcnn/false_positive": 0.20183875914270488, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.0, "time": 0.747856916859746, "total_loss": 1.771554984319664} {"data_time": 0.010193997994065285, "eta_seconds": 171589.4512676904, "iteration": 37399, "loss_fcos_cls": 0.30193725135177374, "loss_fcos_ctr": 0.6251353705301881, "loss_fcos_loc": 0.22708747605793178, "loss_mask": 0.29240406956523657, "loss_maskiou": 0.006718700969940983, "loss_sem_seg": 0.324289339594543, "lr": 0.01, "mask_rcnn/accuracy": 0.8554202931172469, "mask_rcnn/false_negative": 0.13064338742803963, "mask_rcnn/false_positive": 0.1560058245525937, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.75, "time": 0.7301890542730689, "total_loss": 1.7441506636678241} {"data_time": 0.010235575959086418, "eta_seconds": 171574.69729403872, "iteration": 37419, "loss_fcos_cls": 0.2912183180451393, "loss_fcos_ctr": 0.6234330926090479, "loss_fcos_loc": 0.22165083582513034, "loss_mask": 0.2932504452764988, "loss_maskiou": 0.006786311918403953, "loss_sem_seg": 0.31481056194752455, "lr": 0.01, "mask_rcnn/accuracy": 0.8622208908113164, "mask_rcnn/false_negative": 0.13652546842116986, "mask_rcnn/false_positive": 0.15473859841726367, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.25, "time": 0.7361896270886064, "total_loss": 1.7713627404591534} {"data_time": 0.011098587885499, "eta_seconds": 171403.18615803123, "iteration": 37439, "loss_fcos_cls": 0.2880036188289523, "loss_fcos_ctr": 0.6229298384860158, "loss_fcos_loc": 0.21295360988005996, "loss_mask": 0.2787008434534073, "loss_maskiou": 0.006545694646774791, "loss_sem_seg": 0.3398188715800643, "lr": 0.01, "mask_rcnn/accuracy": 0.8690525742827868, "mask_rcnn/false_negative": 0.09791165888534098, "mask_rcnn/false_positive": 0.15900917350965324, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.25, "time": 0.7169893868267536, "total_loss": 1.759191853372613} {"data_time": 0.010407451540231705, "eta_seconds": 171366.61642335448, "iteration": 37459, "loss_fcos_cls": 0.29801053018309176, "loss_fcos_ctr": 0.6230093315243721, "loss_fcos_loc": 0.21935987751930952, "loss_mask": 0.2907432746142149, "loss_maskiou": 0.006520212191389874, "loss_sem_seg": 0.2970746951177716, "lr": 0.01, "mask_rcnn/accuracy": 0.8628455627534033, "mask_rcnn/false_negative": 0.11745812161432975, "mask_rcnn/false_positive": 0.15306657261104756, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 34.25, "time": 0.7222850257530808, "total_loss": 1.7234227645094506} {"data_time": 0.010260531678795815, "eta_seconds": 171330.52772431634, "iteration": 37479, "loss_fcos_cls": 0.29760323627851903, "loss_fcos_ctr": 0.6233070576563478, "loss_fcos_loc": 0.21375379106029868, "loss_mask": 0.2787259789183736, "loss_maskiou": 0.0064234304536512354, "loss_sem_seg": 0.30323611944913864, "lr": 0.01, "mask_rcnn/accuracy": 0.885855401482627, "mask_rcnn/false_negative": 0.09813056909814058, "mask_rcnn/false_positive": 0.1259396743651246, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.0, "time": 0.7214493500068784, "total_loss": 1.7527348024741514} {"data_time": 0.011441592127084732, "eta_seconds": 171273.11783630028, "iteration": 37499, "loss_fcos_cls": 0.28248528740368783, "loss_fcos_ctr": 0.6215629298239946, "loss_fcos_loc": 0.21514526940882206, "loss_mask": 0.28824077267199755, "loss_maskiou": 0.00713965852628462, "loss_sem_seg": 0.3377287033945322, "lr": 0.01, "mask_rcnn/accuracy": 0.866481250640347, "mask_rcnn/false_negative": 0.10097778685588263, "mask_rcnn/false_positive": 0.16367673027287627, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7426494797691703, "total_loss": 1.7160847471022862} {"data_time": 0.010580207221210003, "eta_seconds": 171208.73896638025, "iteration": 37519, "loss_fcos_cls": 0.2913812892511487, "loss_fcos_ctr": 0.6220800019800663, "loss_fcos_loc": 0.21444208268076181, "loss_mask": 0.2862905180081725, "loss_maskiou": 0.007023580925306305, "loss_sem_seg": 0.34464289830066264, "lr": 0.01, "mask_rcnn/accuracy": 0.8886880074610489, "mask_rcnn/false_negative": 0.08323225698973344, "mask_rcnn/false_positive": 0.1571684049509164, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.716761140152812, "total_loss": 1.7919030811390257} {"data_time": 0.008837701752781868, "eta_seconds": 171194.01012927387, "iteration": 37539, "loss_fcos_cls": 0.2892393011134118, "loss_fcos_ctr": 0.6226051589474082, "loss_fcos_loc": 0.2080611801939085, "loss_mask": 0.2704361523501575, "loss_maskiou": 0.006068785573006608, "loss_sem_seg": 0.2946830620057881, "lr": 0.01, "mask_rcnn/accuracy": 0.889468931902658, "mask_rcnn/false_negative": 0.0910241374947792, "mask_rcnn/false_positive": 0.13288194235573622, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 35.0, "time": 0.7309176800772548, "total_loss": 1.693443521791778} {"data_time": 0.010554831475019455, "eta_seconds": 171093.36091939267, "iteration": 37559, "loss_fcos_cls": 0.27884236071258783, "loss_fcos_ctr": 0.6250566802918911, "loss_fcos_loc": 0.21638143915333785, "loss_mask": 0.2801501238718629, "loss_maskiou": 0.005704285838874057, "loss_sem_seg": 0.3346054148860276, "lr": 0.01, "mask_rcnn/accuracy": 0.8682278863077662, "mask_rcnn/false_negative": 0.11102485679401931, "mask_rcnn/false_positive": 0.1460905091945845, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.25, "time": 0.7267810022458434, "total_loss": 1.7534342076760367} {"data_time": 0.009695700369775295, "eta_seconds": 171000.97184860054, "iteration": 37579, "loss_fcos_cls": 0.29461977630853653, "loss_fcos_ctr": 0.6230746051296592, "loss_fcos_loc": 0.21539347781799734, "loss_mask": 0.2854560427367687, "loss_maskiou": 0.005636246642097831, "loss_sem_seg": 0.3113723676651716, "lr": 0.01, "mask_rcnn/accuracy": 0.8937437497685099, "mask_rcnn/false_negative": 0.07071562336696093, "mask_rcnn/false_positive": 0.15817125321883252, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7420303178951144, "total_loss": 1.7583976930909557} {"data_time": 0.009513480588793755, "eta_seconds": 171148.65440746676, "iteration": 37599, "loss_fcos_cls": 0.28219713224098086, "loss_fcos_ctr": 0.6234120735898614, "loss_fcos_loc": 0.2213966875569895, "loss_mask": 0.29677355103194714, "loss_maskiou": 0.007026378938462585, "loss_sem_seg": 0.30003495002165437, "lr": 0.01, "mask_rcnn/accuracy": 0.8853123547555668, "mask_rcnn/false_negative": 0.09806095477254602, "mask_rcnn/false_positive": 0.15387464616438226, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.25, "time": 0.7526842942461371, "total_loss": 1.7432634718279587} {"data_time": 0.010422286577522755, "eta_seconds": 171034.67122981604, "iteration": 37619, "loss_fcos_cls": 0.2967313404660672, "loss_fcos_ctr": 0.6252755606546998, "loss_fcos_loc": 0.21633006469346583, "loss_mask": 0.2870028465986252, "loss_maskiou": 0.006312128680292517, "loss_sem_seg": 0.33320122957229614, "lr": 0.01, "mask_rcnn/accuracy": 0.8662875579735337, "mask_rcnn/false_negative": 0.10727678812733621, "mask_rcnn/false_positive": 0.14747485385967557, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7371223717927933, "total_loss": 1.7694506845873548} {"data_time": 0.010079681873321533, "eta_seconds": 171169.98607989028, "iteration": 37639, "loss_fcos_cls": 0.2921924698166549, "loss_fcos_ctr": 0.6245887242257595, "loss_fcos_loc": 0.21302212052978575, "loss_mask": 0.28938169591128826, "loss_maskiou": 0.005869191387319006, "loss_sem_seg": 0.3402717155404389, "lr": 0.01, "mask_rcnn/accuracy": 0.8701013833368398, "mask_rcnn/false_negative": 0.10943427967574715, "mask_rcnn/false_positive": 0.16532992182742384, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.745606267824769, "total_loss": 1.7429736023113946} {"data_time": 0.010204319842159748, "eta_seconds": 171183.2299624281, "iteration": 37659, "loss_fcos_cls": 0.27815875853411853, "loss_fcos_ctr": 0.6225828276947141, "loss_fcos_loc": 0.20659413374960423, "loss_mask": 0.27437574416399, "loss_maskiou": 0.0060201066808076575, "loss_sem_seg": 0.3117724834010005, "lr": 0.01, "mask_rcnn/accuracy": 0.8789386209029066, "mask_rcnn/false_negative": 0.09614749444117696, "mask_rcnn/false_positive": 0.15610530233642245, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.75, "time": 0.7332130279392004, "total_loss": 1.6895378903427627} {"data_time": 0.010215277783572674, "eta_seconds": 171183.1599358376, "iteration": 37679, "loss_fcos_cls": 0.29679924668744206, "loss_fcos_ctr": 0.6242280881851912, "loss_fcos_loc": 0.22521986038191244, "loss_mask": 0.2819059258326888, "loss_maskiou": 0.006476490749264485, "loss_sem_seg": 0.3422699300572276, "lr": 0.01, "mask_rcnn/accuracy": 0.8831947046808798, "mask_rcnn/false_negative": 0.09908899221999107, "mask_rcnn/false_positive": 0.1304097852631394, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.25, "time": 0.719767932780087, "total_loss": 1.7649011831817916} {"data_time": 0.00940882507711649, "eta_seconds": 171211.55975291133, "iteration": 37699, "loss_fcos_cls": 0.2839539968408644, "loss_fcos_ctr": 0.6218883004039526, "loss_fcos_loc": 0.2123418344417587, "loss_mask": 0.28931816294789314, "loss_maskiou": 0.0067940345470560715, "loss_sem_seg": 0.34021969488821924, "lr": 0.01, "mask_rcnn/accuracy": 0.8690362432598457, "mask_rcnn/false_negative": 0.10140614459038294, "mask_rcnn/false_positive": 0.17001118726244782, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 44.0, "time": 0.7308445358648896, "total_loss": 1.765319014317356} {"data_time": 0.01036043930798769, "eta_seconds": 171401.62722282205, "iteration": 37719, "loss_fcos_cls": 0.2857385165989399, "loss_fcos_ctr": 0.6267621703445911, "loss_fcos_loc": 0.22169139445759356, "loss_mask": 0.28969723265618086, "loss_maskiou": 0.0064158199456869625, "loss_sem_seg": 0.3134331936016679, "lr": 0.01, "mask_rcnn/accuracy": 0.874426968768621, "mask_rcnn/false_negative": 0.09970355172345458, "mask_rcnn/false_positive": 0.15290893839735087, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.5, "time": 0.7309947879984975, "total_loss": 1.7485267121446668} {"data_time": 0.00980745442211628, "eta_seconds": 171226.56311732437, "iteration": 37739, "loss_fcos_cls": 0.2817558920942247, "loss_fcos_ctr": 0.6236288407817483, "loss_fcos_loc": 0.21382278576493263, "loss_mask": 0.28231913410127163, "loss_maskiou": 0.006635231075051706, "loss_sem_seg": 0.30379543802700937, "lr": 0.01, "mask_rcnn/accuracy": 0.8736181972789117, "mask_rcnn/false_negative": 0.0929102533986492, "mask_rcnn/false_positive": 0.145185622822124, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.5, "time": 0.7218565726652741, "total_loss": 1.722923989960691} {"data_time": 0.010237363167107105, "eta_seconds": 171211.81879407447, "iteration": 37759, "loss_fcos_cls": 0.2982659060508013, "loss_fcos_ctr": 0.6225971677340567, "loss_fcos_loc": 0.2182390398811549, "loss_mask": 0.2733777901157737, "loss_maskiou": 0.006616958577069454, "loss_sem_seg": 0.28146791231120005, "lr": 0.01, "mask_rcnn/accuracy": 0.8784666728137038, "mask_rcnn/false_negative": 0.09671901390010053, "mask_rcnn/false_positive": 0.13660248699918298, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7273506624624133, "total_loss": 1.7109276962873992} {"data_time": 0.010289766825735569, "eta_seconds": 171197.07447082456, "iteration": 37779, "loss_fcos_cls": 0.29762562131509185, "loss_fcos_ctr": 0.6256768768653274, "loss_fcos_loc": 0.2093475149013102, "loss_mask": 0.27789635956287384, "loss_maskiou": 0.006671890259895008, "loss_sem_seg": 0.32941427920013666, "lr": 0.01, "mask_rcnn/accuracy": 0.8973973365942122, "mask_rcnn/false_negative": 0.07235503589610795, "mask_rcnn/false_positive": 0.13834033885121336, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7381156040355563, "total_loss": 1.7459855003253324} {"data_time": 0.01085375715047121, "eta_seconds": 171182.33014757466, "iteration": 37799, "loss_fcos_cls": 0.2832232953514904, "loss_fcos_ctr": 0.6190723571926355, "loss_fcos_loc": 0.20885297446511686, "loss_mask": 0.28040676284581423, "loss_maskiou": 0.006705692278046627, "loss_sem_seg": 0.3310826891101897, "lr": 0.01, "mask_rcnn/accuracy": 0.8843056567865242, "mask_rcnn/false_negative": 0.08751399140243005, "mask_rcnn/false_positive": 0.1540547816979852, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7308795787394047, "total_loss": 1.7469434977392666} {"data_time": 0.01004671398550272, "eta_seconds": 171167.58582432475, "iteration": 37819, "loss_fcos_cls": 0.29034955194219947, "loss_fcos_ctr": 0.6217289650812745, "loss_fcos_loc": 0.2109382952330634, "loss_mask": 0.28668956737965345, "loss_maskiou": 0.006820773793151602, "loss_sem_seg": 0.3181906105019152, "lr": 0.01, "mask_rcnn/accuracy": 0.8859541395439776, "mask_rcnn/false_negative": 0.10657390601313443, "mask_rcnn/false_positive": 0.1128736201453795, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7465107832103968, "total_loss": 1.7395988884964027} {"data_time": 0.010486302897334099, "eta_seconds": 171152.84150107484, "iteration": 37839, "loss_fcos_cls": 0.29269814514555037, "loss_fcos_ctr": 0.625160870142281, "loss_fcos_loc": 0.21678891754709184, "loss_mask": 0.28257643710821867, "loss_maskiou": 0.006352676689857617, "loss_sem_seg": 0.3635013452731073, "lr": 0.01, "mask_rcnn/accuracy": 0.883341605930501, "mask_rcnn/false_negative": 0.10656598776265407, "mask_rcnn/false_positive": 0.12183830582235725, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.734019972383976, "total_loss": 1.8022929599756026} {"data_time": 0.009314248338341713, "eta_seconds": 171059.6148698181, "iteration": 37859, "loss_fcos_cls": 0.2872323007322848, "loss_fcos_ctr": 0.6235595978796482, "loss_fcos_loc": 0.2114211111329496, "loss_mask": 0.28336683567613363, "loss_maskiou": 0.007063923665555194, "loss_sem_seg": 0.32379586924798787, "lr": 0.01, "mask_rcnn/accuracy": 0.8769185239372891, "mask_rcnn/false_negative": 0.10541924259122015, "mask_rcnn/false_positive": 0.15073184248307464, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.25, "time": 0.7407123455777764, "total_loss": 1.7814807875984116} {"data_time": 0.00929996371269226, "eta_seconds": 170931.76958531514, "iteration": 37879, "loss_fcos_cls": 0.2822745512239635, "loss_fcos_ctr": 0.6235574064776301, "loss_fcos_loc": 0.2230304335244, "loss_mask": 0.28272879123687744, "loss_maskiou": 0.006889450567541644, "loss_sem_seg": 0.336816699244082, "lr": 0.01, "mask_rcnn/accuracy": 0.8654258925176104, "mask_rcnn/false_negative": 0.10997095432296833, "mask_rcnn/false_positive": 0.15393754789797087, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7283460712060332, "total_loss": 1.7623617258213926} {"data_time": 0.00992546509951353, "eta_seconds": 170853.9895799132, "iteration": 37899, "loss_fcos_cls": 0.2988035536836833, "loss_fcos_ctr": 0.6253103017807007, "loss_fcos_loc": 0.2187196968588978, "loss_mask": 0.2879646262153983, "loss_maskiou": 0.006970647766138427, "loss_sem_seg": 0.37004129448905587, "lr": 0.01, "mask_rcnn/accuracy": 0.8811529635777756, "mask_rcnn/false_negative": 0.08723618025651833, "mask_rcnn/false_positive": 0.14097070302675224, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.75, "time": 0.7221668967977166, "total_loss": 1.8100314700859599} {"data_time": 0.009949130937457085, "eta_seconds": 170724.42994204257, "iteration": 37919, "loss_fcos_cls": 0.29160564474295825, "loss_fcos_ctr": 0.6255848337896168, "loss_fcos_loc": 0.22196192835690454, "loss_mask": 0.2773889284580946, "loss_maskiou": 0.006420318997697905, "loss_sem_seg": 0.3224119134247303, "lr": 0.01, "mask_rcnn/accuracy": 0.8751671666753436, "mask_rcnn/false_negative": 0.11896356478130313, "mask_rcnn/false_positive": 0.1186435846852445, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.0, "time": 0.7170252474024892, "total_loss": 1.7255729808384785} {"data_time": 0.010539278388023376, "eta_seconds": 170691.5241667712, "iteration": 37939, "loss_fcos_cls": 0.29790675663389266, "loss_fcos_ctr": 0.6198280733078718, "loss_fcos_loc": 0.2108855014666915, "loss_mask": 0.2870658440515399, "loss_maskiou": 0.007389810460153967, "loss_sem_seg": 0.3230692623183131, "lr": 0.01, "mask_rcnn/accuracy": 0.8941666713750838, "mask_rcnn/false_negative": 0.08700685083523367, "mask_rcnn/false_positive": 0.15291299739771397, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7283941162750125, "total_loss": 1.793408851055574} {"data_time": 0.010171616449952126, "eta_seconds": 170618.92649267334, "iteration": 37959, "loss_fcos_cls": 0.2973245728062466, "loss_fcos_ctr": 0.6210282407701015, "loss_fcos_loc": 0.21614656830206513, "loss_mask": 0.28088785242289305, "loss_maskiou": 0.00667002284899354, "loss_sem_seg": 0.37582881562411785, "lr": 0.01, "mask_rcnn/accuracy": 0.8923991187384044, "mask_rcnn/false_negative": 0.08246392473078273, "mask_rcnn/false_positive": 0.134286168826109, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.5, "time": 0.7339753545820713, "total_loss": 1.8027955012221355} {"data_time": 0.0095670809969306, "eta_seconds": 170581.05264448468, "iteration": 37979, "loss_fcos_cls": 0.2848116933600977, "loss_fcos_ctr": 0.6247507072985172, "loss_fcos_loc": 0.2213813271955587, "loss_mask": 0.29242129530757666, "loss_maskiou": 0.006825112730439287, "loss_sem_seg": 0.30290550040081143, "lr": 0.01, "mask_rcnn/accuracy": 0.8790689792568058, "mask_rcnn/false_negative": 0.09718441062085695, "mask_rcnn/false_positive": 0.13635939742269548, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.5, "time": 0.7325423173606396, "total_loss": 1.735531673890364} {"data_time": 0.010114754550158978, "eta_seconds": 170482.710823657, "iteration": 37999, "loss_fcos_cls": 0.28363036015070975, "loss_fcos_ctr": 0.6255300296470523, "loss_fcos_loc": 0.22015178482979536, "loss_mask": 0.2738828221336007, "loss_maskiou": 0.006359705119393766, "loss_sem_seg": 0.33215907914564013, "lr": 0.01, "mask_rcnn/accuracy": 0.8617529255862523, "mask_rcnn/false_negative": 0.10693407933960464, "mask_rcnn/false_positive": 0.1668621522492778, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.25, "time": 0.7351422561332583, "total_loss": 1.788888220267836} {"data_time": 0.009261185303330421, "eta_seconds": 170593.7186221322, "iteration": 38019, "loss_fcos_cls": 0.29682570579461753, "loss_fcos_ctr": 0.621365156956017, "loss_fcos_loc": 0.21503009647130966, "loss_mask": 0.2807832984253764, "loss_maskiou": 0.006525855846120976, "loss_sem_seg": 0.3613109579309821, "lr": 0.01, "mask_rcnn/accuracy": 0.8889672531792567, "mask_rcnn/false_negative": 0.11308629239494955, "mask_rcnn/false_positive": 0.13291053807455666, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7575881741940975, "total_loss": 1.7832362461922457} {"data_time": 0.010896194726228714, "eta_seconds": 170560.10277566034, "iteration": 38039, "loss_fcos_cls": 0.302615137770772, "loss_fcos_ctr": 0.6267987489700317, "loss_fcos_loc": 0.21990034345071763, "loss_mask": 0.2780191274359822, "loss_maskiou": 0.00638159424852347, "loss_sem_seg": 0.3165379469282925, "lr": 0.01, "mask_rcnn/accuracy": 0.8841299677765844, "mask_rcnn/false_negative": 0.10601843275656452, "mask_rcnn/false_positive": 0.12773524357885052, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7578047756105661, "total_loss": 1.7574069208931178} {"data_time": 0.009900836274027824, "eta_seconds": 170531.9498902876, "iteration": 38059, "loss_fcos_cls": 0.28780497517436743, "loss_fcos_ctr": 0.6234164368361235, "loss_fcos_loc": 0.21217829128727317, "loss_mask": 0.28441771399229765, "loss_maskiou": 0.00710030144546181, "loss_sem_seg": 0.31170830875635147, "lr": 0.01, "mask_rcnn/accuracy": 0.8639773279441647, "mask_rcnn/false_negative": 0.12463428370237745, "mask_rcnn/false_positive": 0.14276381559528561, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.5, "time": 0.7303619524464011, "total_loss": 1.732470093324082} {"data_time": 0.00920137856155634, "eta_seconds": 170530.69091715384, "iteration": 38079, "loss_fcos_cls": 0.2788121479097754, "loss_fcos_ctr": 0.6227388298138976, "loss_fcos_loc": 0.20858428021892905, "loss_mask": 0.2670711660757661, "loss_maskiou": 0.006224246011697687, "loss_sem_seg": 0.33096630638465285, "lr": 0.01, "mask_rcnn/accuracy": 0.8680637952855561, "mask_rcnn/false_negative": 0.11592425771345782, "mask_rcnn/false_positive": 0.15147444726227252, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 39.0, "time": 0.7284779557958245, "total_loss": 1.7146739959862316} {"data_time": 0.009569421410560608, "eta_seconds": 170502.54035081156, "iteration": 38099, "loss_fcos_cls": 0.2862430280074477, "loss_fcos_ctr": 0.6232707076705992, "loss_fcos_loc": 0.20545816281810403, "loss_mask": 0.27459337655454874, "loss_maskiou": 0.00619607340922812, "loss_sem_seg": 0.36431274586357176, "lr": 0.01, "mask_rcnn/accuracy": 0.8770613971027579, "mask_rcnn/false_negative": 0.09197820460223274, "mask_rcnn/false_positive": 0.1221064619565734, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7461349712684751, "total_loss": 1.7982508646637143} {"data_time": 0.009561747312545776, "eta_seconds": 170510.33949304372, "iteration": 38119, "loss_fcos_cls": 0.29716420685872436, "loss_fcos_ctr": 0.623214821331203, "loss_fcos_loc": 0.21850856393575668, "loss_mask": 0.2889603264629841, "loss_maskiou": 0.006880643486510962, "loss_sem_seg": 0.3259122110903263, "lr": 0.01, "mask_rcnn/accuracy": 0.873767267376818, "mask_rcnn/false_negative": 0.10514698798550465, "mask_rcnn/false_positive": 0.16660919019425136, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.25, "time": 0.7371618906036019, "total_loss": 1.800452060175303} {"data_time": 0.009148450568318367, "eta_seconds": 170344.39822861645, "iteration": 38139, "loss_fcos_cls": 0.28626358648762107, "loss_fcos_ctr": 0.6233631949871778, "loss_fcos_loc": 0.21166517154779285, "loss_mask": 0.2842614483088255, "loss_maskiou": 0.005702248017769307, "loss_sem_seg": 0.3619915898889303, "lr": 0.01, "mask_rcnn/accuracy": 0.8750634640303008, "mask_rcnn/false_negative": 0.11556733625492663, "mask_rcnn/false_positive": 0.15845914015140633, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.0, "time": 0.7171806581318378, "total_loss": 1.763851209456334} {"data_time": 0.00995641853660345, "eta_seconds": 170329.70456316788, "iteration": 38159, "loss_fcos_cls": 0.30226780800148845, "loss_fcos_ctr": 0.6273588221520185, "loss_fcos_loc": 0.21636968525126576, "loss_mask": 0.27283517457544804, "loss_maskiou": 0.0062416527507593855, "loss_sem_seg": 0.31486377539113164, "lr": 0.01, "mask_rcnn/accuracy": 0.8791028316088341, "mask_rcnn/false_negative": 0.09501389037313529, "mask_rcnn/false_positive": 0.1569431618828507, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.5, "time": 0.73260716535151, "total_loss": 1.764695226411277} {"data_time": 0.010675016790628433, "eta_seconds": 170248.69630901422, "iteration": 38179, "loss_fcos_cls": 0.30927282967604697, "loss_fcos_ctr": 0.6247751945629716, "loss_fcos_loc": 0.2233263656962663, "loss_mask": 0.27161324955523014, "loss_maskiou": 0.006290310760959983, "loss_sem_seg": 0.33207226963713765, "lr": 0.01, "mask_rcnn/accuracy": 0.8735566870190699, "mask_rcnn/false_negative": 0.11420441763509177, "mask_rcnn/false_positive": 0.16835576777448133, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.719856514595449, "total_loss": 1.77976597873203} {"data_time": 0.011032321490347385, "eta_seconds": 170387.94569360744, "iteration": 38199, "loss_fcos_cls": 0.30256346403621137, "loss_fcos_ctr": 0.6236662892624736, "loss_fcos_loc": 0.21458586445078254, "loss_mask": 0.28028604481369257, "loss_maskiou": 0.0067187026143074036, "loss_sem_seg": 0.33365870267152786, "lr": 0.01, "mask_rcnn/accuracy": 0.8575567274222773, "mask_rcnn/false_negative": 0.12378783130083024, "mask_rcnn/false_positive": 0.1576741787109282, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 27.0, "time": 0.7505597826093435, "total_loss": 1.8021374617819674} {"data_time": 0.009060798212885857, "eta_seconds": 170420.2196834823, "iteration": 38219, "loss_fcos_cls": 0.2973682344891131, "loss_fcos_ctr": 0.6242401031777263, "loss_fcos_loc": 0.21887400653213263, "loss_mask": 0.26936669275164604, "loss_maskiou": 0.006710850062518148, "loss_sem_seg": 0.2981363143771887, "lr": 0.01, "mask_rcnn/accuracy": 0.8795357080750742, "mask_rcnn/false_negative": 0.08321105230455383, "mask_rcnn/false_positive": 0.16048119562621135, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.25, "time": 0.737696279771626, "total_loss": 1.751168727496406} {"data_time": 0.009061574935913086, "eta_seconds": 170405.51440395694, "iteration": 38239, "loss_fcos_cls": 0.31946046953089535, "loss_fcos_ctr": 0.625480068847537, "loss_fcos_loc": 0.21827278361888602, "loss_mask": 0.2868192680180073, "loss_maskiou": 0.006367714100633748, "loss_sem_seg": 0.3473760485649109, "lr": 0.01, "mask_rcnn/accuracy": 0.8584012821202263, "mask_rcnn/false_negative": 0.10287787767921437, "mask_rcnn/false_positive": 0.14303391425752032, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.5, "time": 0.723693379200995, "total_loss": 1.7938868013588944} {"data_time": 0.010865502059459686, "eta_seconds": 170256.236235925, "iteration": 38259, "loss_fcos_cls": 0.31059662951156497, "loss_fcos_ctr": 0.6224735649302602, "loss_fcos_loc": 0.21441561938263476, "loss_mask": 0.28054754342883825, "loss_maskiou": 0.006591703626327217, "loss_sem_seg": 0.37073602015152574, "lr": 0.01, "mask_rcnn/accuracy": 0.8735913321372505, "mask_rcnn/false_negative": 0.08337720426223671, "mask_rcnn/false_positive": 0.14641220453747616, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.5, "time": 0.7340848073363304, "total_loss": 1.8284139692987083} {"data_time": 0.010457959026098251, "eta_seconds": 170392.68580723554, "iteration": 38279, "loss_fcos_cls": 0.2814506343565881, "loss_fcos_ctr": 0.6257830797694623, "loss_fcos_loc": 0.22031244612298906, "loss_mask": 0.28926420770585537, "loss_maskiou": 0.00680472121166531, "loss_sem_seg": 0.32064757077023387, "lr": 0.01, "mask_rcnn/accuracy": 0.8463000103887709, "mask_rcnn/false_negative": 0.11993082814305497, "mask_rcnn/false_positive": 0.18241946308114426, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.5, "time": 0.7366862669587135, "total_loss": 1.7535007283877349} {"data_time": 0.010132496245205402, "eta_seconds": 170400.4728763923, "iteration": 38299, "loss_fcos_cls": 0.2911078480537981, "loss_fcos_ctr": 0.6223715776577592, "loss_fcos_loc": 0.21137514687143266, "loss_mask": 0.2840367704629898, "loss_maskiou": 0.006681916376692243, "loss_sem_seg": 0.2980255279690027, "lr": 0.01, "mask_rcnn/accuracy": 0.869321933318782, "mask_rcnn/false_negative": 0.09085547060392478, "mask_rcnn/false_positive": 0.15572108337065582, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.5, "time": 0.7423246251419187, "total_loss": 1.6961040447058622} {"data_time": 0.009968464262783527, "eta_seconds": 170431.28754070122, "iteration": 38319, "loss_fcos_cls": 0.29895072628278285, "loss_fcos_ctr": 0.6269627893343568, "loss_fcos_loc": 0.2283054068684578, "loss_mask": 0.29907534550875425, "loss_maskiou": 0.007334938120038714, "loss_sem_seg": 0.3508485984057188, "lr": 0.01, "mask_rcnn/accuracy": 0.8908836996336997, "mask_rcnn/false_negative": 0.08196945044807627, "mask_rcnn/false_positive": 0.12657336350022153, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 26.0, "time": 0.7476817518472672, "total_loss": 1.80952533960226} {"data_time": 0.009726911783218384, "eta_seconds": 170316.3818648914, "iteration": 38339, "loss_fcos_cls": 0.29228124488145113, "loss_fcos_ctr": 0.6220065029338002, "loss_fcos_loc": 0.21726831560954452, "loss_mask": 0.2919578067958355, "loss_maskiou": 0.006393449439201504, "loss_sem_seg": 0.3155931755900383, "lr": 0.01, "mask_rcnn/accuracy": 0.8618385496491086, "mask_rcnn/false_negative": 0.11596013567365601, "mask_rcnn/false_positive": 0.1684431480844079, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.75, "time": 0.7303151404485106, "total_loss": 1.7723579715529922} {"data_time": 0.0100336205214262, "eta_seconds": 170317.28272680473, "iteration": 38359, "loss_fcos_cls": 0.2920225637499243, "loss_fcos_ctr": 0.6245292029343545, "loss_fcos_loc": 0.22071740170940757, "loss_mask": 0.2644567247480154, "loss_maskiou": 0.006123444994955207, "loss_sem_seg": 0.3179523553699255, "lr": 0.01, "mask_rcnn/accuracy": 0.9058900548855906, "mask_rcnn/false_negative": 0.07182108627652656, "mask_rcnn/false_positive": 0.13572060882017611, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.0, "time": 0.7297836635261774, "total_loss": 1.7447312075091759} {"data_time": 0.0104258107021451, "eta_seconds": 170269.28654204495, "iteration": 38379, "loss_fcos_cls": 0.28716588974930346, "loss_fcos_ctr": 0.6221452578902245, "loss_fcos_loc": 0.208257295191288, "loss_mask": 0.2746887765824795, "loss_maskiou": 0.0066441206145100296, "loss_sem_seg": 0.34217319497838616, "lr": 0.01, "mask_rcnn/accuracy": 0.8760121932614333, "mask_rcnn/false_negative": 0.09442453349904696, "mask_rcnn/false_positive": 0.13851420471430448, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.75, "time": 0.7407835554331541, "total_loss": 1.7464660146360984} {"data_time": 0.009560683742165565, "eta_seconds": 170231.4713137215, "iteration": 38399, "loss_fcos_cls": 0.28946733800694346, "loss_fcos_ctr": 0.6245750170201063, "loss_fcos_loc": 0.21684308629482985, "loss_mask": 0.28298189025372267, "loss_maskiou": 0.006771325715817511, "loss_sem_seg": 0.3192715095356107, "lr": 0.01, "mask_rcnn/accuracy": 0.8780547019944341, "mask_rcnn/false_negative": 0.09450750795118187, "mask_rcnn/false_positive": 0.14851718117280066, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7277536699548364, "total_loss": 1.7774827950634062} {"data_time": 0.009878176264464855, "eta_seconds": 170216.77090471517, "iteration": 38419, "loss_fcos_cls": 0.2844348498620093, "loss_fcos_ctr": 0.6253251815214753, "loss_fcos_loc": 0.21915017231367528, "loss_mask": 0.2817673208191991, "loss_maskiou": 0.006498528775409795, "loss_sem_seg": 0.3130310042761266, "lr": 0.01, "mask_rcnn/accuracy": 0.8741189585730724, "mask_rcnn/false_negative": 0.08981159276334671, "mask_rcnn/false_positive": 0.15875041566390166, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7361567076295614, "total_loss": 1.7417076435813215} {"data_time": 0.010771897621452808, "eta_seconds": 170225.17932727374, "iteration": 38439, "loss_fcos_cls": 0.29791806591674685, "loss_fcos_ctr": 0.6256374279037118, "loss_fcos_loc": 0.21294196171220392, "loss_mask": 0.2790857828222215, "loss_maskiou": 0.00710608200461138, "loss_sem_seg": 0.30113174952566624, "lr": 0.01, "mask_rcnn/accuracy": 0.8763991244646007, "mask_rcnn/false_negative": 0.09853236055525924, "mask_rcnn/false_positive": 0.15826459413822408, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.75, "time": 0.7287906808778644, "total_loss": 1.726537942478899} {"data_time": 0.010614343918859959, "eta_seconds": 170260.32541070133, "iteration": 38459, "loss_fcos_cls": 0.29383704299107194, "loss_fcos_ctr": 0.6252446640282869, "loss_fcos_loc": 0.21160539099946618, "loss_mask": 0.29586490988731384, "loss_maskiou": 0.006864841507194797, "loss_sem_seg": 0.3109339508228004, "lr": 0.01, "mask_rcnn/accuracy": 0.8570961921353908, "mask_rcnn/false_negative": 0.10356509712398246, "mask_rcnn/false_positive": 0.16358151959355505, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.75, "time": 0.7453106632456183, "total_loss": 1.755704777489882} {"data_time": 0.010486329905688763, "eta_seconds": 170313.5868833037, "iteration": 38479, "loss_fcos_cls": 0.28738681180402637, "loss_fcos_ctr": 0.6260124980472028, "loss_fcos_loc": 0.2260206937789917, "loss_mask": 0.2782037341967225, "loss_maskiou": 0.006189941588672809, "loss_sem_seg": 0.3403184060007334, "lr": 0.01, "mask_rcnn/accuracy": 0.8561199497830145, "mask_rcnn/false_negative": 0.10804317798982624, "mask_rcnn/false_positive": 0.15942381866216382, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 49.0, "time": 0.7458522915840149, "total_loss": 1.7270398931141244} {"data_time": 0.010950399562716484, "eta_seconds": 170230.9119892493, "iteration": 38499, "loss_fcos_cls": 0.31397589668631554, "loss_fcos_ctr": 0.6250107139348984, "loss_fcos_loc": 0.22579678113106638, "loss_mask": 0.28244941029697657, "loss_maskiou": 0.006195052163093351, "loss_sem_seg": 0.3544065710157156, "lr": 0.01, "mask_rcnn/accuracy": 0.8600388996324336, "mask_rcnn/false_negative": 0.10656234906421952, "mask_rcnn/false_positive": 0.16318152134855918, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7210293915122747, "total_loss": 1.8017774053078028} {"data_time": 0.00997104775160551, "eta_seconds": 170220.08901493158, "iteration": 38519, "loss_fcos_cls": 0.2999712866730988, "loss_fcos_ctr": 0.6244902210310102, "loss_fcos_loc": 0.21914180251769722, "loss_mask": 0.295270883012563, "loss_maskiou": 0.007553463146905415, "loss_sem_seg": 0.3367660199292004, "lr": 0.01, "mask_rcnn/accuracy": 0.8773560916307862, "mask_rcnn/false_negative": 0.08784256579453215, "mask_rcnn/false_positive": 0.1503000311334562, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7330302940681577, "total_loss": 1.7977769358549267} {"data_time": 0.010890111327171326, "eta_seconds": 170224.70822011027, "iteration": 38539, "loss_fcos_cls": 0.27908625290729105, "loss_fcos_ctr": 0.6259589996188879, "loss_fcos_loc": 0.21616435912437737, "loss_mask": 0.27607358805835247, "loss_maskiou": 0.005969404533971101, "loss_sem_seg": 0.33762182435020804, "lr": 0.01, "mask_rcnn/accuracy": 0.871358341792978, "mask_rcnn/false_negative": 0.0939624118805559, "mask_rcnn/false_positive": 0.15685385071911523, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7391263013705611, "total_loss": 1.7486285351769766} {"data_time": 0.009617228992283344, "eta_seconds": 170356.64875111543, "iteration": 38559, "loss_fcos_cls": 0.30215782509185374, "loss_fcos_ctr": 0.6259577767923474, "loss_fcos_loc": 0.2271218744572252, "loss_mask": 0.271106933709234, "loss_maskiou": 0.007087583828251809, "loss_sem_seg": 0.36078011989593506, "lr": 0.01, "mask_rcnn/accuracy": 0.8915783909872135, "mask_rcnn/false_negative": 0.09079614529636262, "mask_rcnn/false_positive": 0.12184454978133291, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7517482843250036, "total_loss": 1.7940817798589705} {"data_time": 0.010494420304894447, "eta_seconds": 170258.62206469476, "iteration": 38579, "loss_fcos_cls": 0.2915312582626939, "loss_fcos_ctr": 0.6236891816370189, "loss_fcos_loc": 0.20791326207108796, "loss_mask": 0.27446402329951525, "loss_maskiou": 0.006511599262012169, "loss_sem_seg": 0.3049119582865387, "lr": 0.01, "mask_rcnn/accuracy": 0.8502024291497976, "mask_rcnn/false_negative": 0.10325527699580231, "mask_rcnn/false_positive": 0.18345470862384677, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.7340509044006467, "total_loss": 1.7552397686886252} {"data_time": 0.009180481545627117, "eta_seconds": 170217.76081780437, "iteration": 38599, "loss_fcos_cls": 0.28976623876951635, "loss_fcos_ctr": 0.6218823930248618, "loss_fcos_loc": 0.21518077666405588, "loss_mask": 0.28389691188931465, "loss_maskiou": 0.006507002952275798, "loss_sem_seg": 0.30746817495673895, "lr": 0.01, "mask_rcnn/accuracy": 0.8700763002991645, "mask_rcnn/false_negative": 0.10387361699264322, "mask_rcnn/false_positive": 0.16923645063821358, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.5, "time": 0.7624358786270022, "total_loss": 1.7756073406271753} {"data_time": 0.010100827552378178, "eta_seconds": 170229.19368575513, "iteration": 38619, "loss_fcos_cls": 0.29691363824531436, "loss_fcos_ctr": 0.6206281171180308, "loss_fcos_loc": 0.20615062140859663, "loss_mask": 0.2754252292215824, "loss_maskiou": 0.006681547369225882, "loss_sem_seg": 0.33777144737541676, "lr": 0.01, "mask_rcnn/accuracy": 0.8880849753694582, "mask_rcnn/false_negative": 0.08505201055230069, "mask_rcnn/false_positive": 0.15696653375479525, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7517740214243531, "total_loss": 1.7415927565962193} {"data_time": 0.009342672303318977, "eta_seconds": 170120.9787745187, "iteration": 38639, "loss_fcos_cls": 0.29622009117156267, "loss_fcos_ctr": 0.6225991360843182, "loss_fcos_loc": 0.2099413259420544, "loss_mask": 0.2854836378246546, "loss_maskiou": 0.007216367266664747, "loss_sem_seg": 0.3285171762108803, "lr": 0.01, "mask_rcnn/accuracy": 0.8753977209015474, "mask_rcnn/false_negative": 0.07625769899319126, "mask_rcnn/false_positive": 0.1474153030564534, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7289466932415962, "total_loss": 1.7641061707327026} {"data_time": 0.009593311697244644, "eta_seconds": 170106.27266771812, "iteration": 38659, "loss_fcos_cls": 0.2844194360077381, "loss_fcos_ctr": 0.6253190021961927, "loss_fcos_loc": 0.21316894562914968, "loss_mask": 0.2824120903387666, "loss_maskiou": 0.0067880000424338505, "loss_sem_seg": 0.3451461107470095, "lr": 0.01, "mask_rcnn/accuracy": 0.8603080736857976, "mask_rcnn/false_negative": 0.11400178288791554, "mask_rcnn/false_positive": 0.16026863759570595, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.25, "time": 0.7371938982978463, "total_loss": 1.7520321871124906} {"data_time": 0.009969349950551987, "eta_seconds": 170083.12389950082, "iteration": 38679, "loss_fcos_cls": 0.2998261437751353, "loss_fcos_ctr": 0.6238791598007083, "loss_fcos_loc": 0.2169876885600388, "loss_mask": 0.2736519817262888, "loss_maskiou": 0.006923721062776167, "loss_sem_seg": 0.35421211272478104, "lr": 0.01, "mask_rcnn/accuracy": 0.8667208769703878, "mask_rcnn/false_negative": 0.11001202477032744, "mask_rcnn/false_positive": 0.15252100143159422, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.0, "time": 0.7227272586897016, "total_loss": 1.7864446891326224} {"data_time": 0.009518394246697426, "eta_seconds": 170034.04806326516, "iteration": 38699, "loss_fcos_cls": 0.3034190854523331, "loss_fcos_ctr": 0.6258307369425893, "loss_fcos_loc": 0.22049341117963195, "loss_mask": 0.28950031474232674, "loss_maskiou": 0.006831516642705537, "loss_sem_seg": 0.33750974340364337, "lr": 0.01, "mask_rcnn/accuracy": 0.8816500438647017, "mask_rcnn/false_negative": 0.11861580860340601, "mask_rcnn/false_positive": 0.11101421669082451, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7308960575610399, "total_loss": 1.7957523425138788} {"data_time": 0.009649806655943394, "eta_seconds": 170053.71314580366, "iteration": 38719, "loss_fcos_cls": 0.29442633781582117, "loss_fcos_ctr": 0.6244377866387367, "loss_fcos_loc": 0.2253320103045553, "loss_mask": 0.2851923983544111, "loss_maskiou": 0.007174262325861491, "loss_sem_seg": 0.34692184813320637, "lr": 0.01, "mask_rcnn/accuracy": 0.8708315404475043, "mask_rcnn/false_negative": 0.09654753101631505, "mask_rcnn/false_positive": 0.16452419491163084, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.25, "time": 0.7414810704067349, "total_loss": 1.794224070617929} {"data_time": 0.00978567823767662, "eta_seconds": 170058.31150583457, "iteration": 38739, "loss_fcos_cls": 0.3024238714715466, "loss_fcos_ctr": 0.6231237631291151, "loss_fcos_loc": 0.22296536387875676, "loss_mask": 0.2869967492297292, "loss_maskiou": 0.007013829999777954, "loss_sem_seg": 0.34085849300026894, "lr": 0.01, "mask_rcnn/accuracy": 0.8746697240360835, "mask_rcnn/false_negative": 0.09866193388923442, "mask_rcnn/false_positive": 0.14234176324018383, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.25, "time": 0.7470552222803235, "total_loss": 1.761127760488307} {"data_time": 0.009505655616521835, "eta_seconds": 170126.19435946643, "iteration": 38759, "loss_fcos_cls": 0.2977171652019024, "loss_fcos_ctr": 0.6215976644307375, "loss_fcos_loc": 0.21832377254031599, "loss_mask": 0.27676782570779324, "loss_maskiou": 0.006977629578614142, "loss_sem_seg": 0.3363161482848227, "lr": 0.01, "mask_rcnn/accuracy": 0.8780809963845678, "mask_rcnn/false_negative": 0.10145876082481364, "mask_rcnn/false_positive": 0.16320367148132897, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.5, "time": 0.7399954022839665, "total_loss": 1.7955249721708242} {"data_time": 0.009641346521675587, "eta_seconds": 170009.59701525792, "iteration": 38779, "loss_fcos_cls": 0.3001584396697581, "loss_fcos_ctr": 0.6215528948232532, "loss_fcos_loc": 0.22435624717036262, "loss_mask": 0.27892253641039133, "loss_maskiou": 0.0070274774843710475, "loss_sem_seg": 0.3678951528854668, "lr": 0.01, "mask_rcnn/accuracy": 0.8809242975223883, "mask_rcnn/false_negative": 0.080653311427951, "mask_rcnn/false_positive": 0.17135098516871472, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7231023572385311, "total_loss": 1.8160066616837867} {"data_time": 0.010724051855504513, "eta_seconds": 169994.89163840935, "iteration": 38799, "loss_fcos_cls": 0.29523902479559183, "loss_fcos_ctr": 0.6223177467472851, "loss_fcos_loc": 0.21227424935204908, "loss_mask": 0.2770651690661907, "loss_maskiou": 0.007030110413325019, "loss_sem_seg": 0.3421096713282168, "lr": 0.01, "mask_rcnn/accuracy": 0.8808743818503894, "mask_rcnn/false_negative": 0.08764119069955995, "mask_rcnn/false_positive": 0.16386153358329458, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7244564713910222, "total_loss": 1.76748870479787} {"data_time": 0.010035315528512001, "eta_seconds": 169950.31238928065, "iteration": 38819, "loss_fcos_cls": 0.30300293676555157, "loss_fcos_ctr": 0.6250234022736549, "loss_fcos_loc": 0.2211461354745552, "loss_mask": 0.28347067814320326, "loss_maskiou": 0.006779066825401969, "loss_sem_seg": 0.3391488897614181, "lr": 0.01, "mask_rcnn/accuracy": 0.8816629651860745, "mask_rcnn/false_negative": 0.09895661040642041, "mask_rcnn/false_positive": 0.12938110293855198, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 26.0, "time": 0.7294631209224463, "total_loss": 1.8023231620609295} {"data_time": 0.009832230396568775, "eta_seconds": 170022.6546742767, "iteration": 38839, "loss_fcos_cls": 0.2901988811790943, "loss_fcos_ctr": 0.62309062294662, "loss_fcos_loc": 0.22175910789519548, "loss_mask": 0.2780656311661005, "loss_maskiou": 0.006488413055194542, "loss_sem_seg": 0.3432335068937391, "lr": 0.01, "mask_rcnn/accuracy": 0.8827855180533752, "mask_rcnn/false_negative": 0.09383410615003057, "mask_rcnn/false_positive": 0.15030603905301698, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7519148588180542, "total_loss": 1.7760378065213445} {"data_time": 0.010696322657167912, "eta_seconds": 170007.94435076416, "iteration": 38859, "loss_fcos_cls": 0.2922954251989722, "loss_fcos_ctr": 0.624870041385293, "loss_fcos_loc": 0.21395617513917387, "loss_mask": 0.2847831388935447, "loss_maskiou": 0.005545562438783236, "loss_sem_seg": 0.32861578511074185, "lr": 0.01, "mask_rcnn/accuracy": 0.8662205218028307, "mask_rcnn/false_negative": 0.10567401042020408, "mask_rcnn/false_positive": 0.13057340894603725, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.25, "time": 0.7467167871072888, "total_loss": 1.7568766602053074} {"data_time": 0.009818214923143387, "eta_seconds": 169947.64510322642, "iteration": 38879, "loss_fcos_cls": 0.2824198747985065, "loss_fcos_ctr": 0.6253145299851894, "loss_fcos_loc": 0.21475056209601462, "loss_mask": 0.2724587772972882, "loss_maskiou": 0.006209763596416451, "loss_sem_seg": 0.3134240359067917, "lr": 0.01, "mask_rcnn/accuracy": 0.8864724474554572, "mask_rcnn/false_negative": 0.11963332946391336, "mask_rcnn/false_positive": 0.11498985635977632, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7195124877616763, "total_loss": 1.72786878774059} {"data_time": 0.010138469748198986, "eta_seconds": 170141.3595153466, "iteration": 38899, "loss_fcos_cls": 0.28660598839633167, "loss_fcos_ctr": 0.6239278484135866, "loss_fcos_loc": 0.21718189236707985, "loss_mask": 0.289043927565217, "loss_maskiou": 0.006419737204851117, "loss_sem_seg": 0.3299730708822608, "lr": 0.01, "mask_rcnn/accuracy": 0.8793847795940206, "mask_rcnn/false_negative": 0.08961977042742789, "mask_rcnn/false_positive": 0.146366102664277, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.755276688374579, "total_loss": 1.7346448158205021} {"data_time": 0.00935468077659607, "eta_seconds": 170413.8679030398, "iteration": 38919, "loss_fcos_cls": 0.3043600800447166, "loss_fcos_ctr": 0.6221768488176167, "loss_fcos_loc": 0.22173484408995137, "loss_mask": 0.30541941057890654, "loss_maskiou": 0.006631530734011903, "loss_sem_seg": 0.3293366557918489, "lr": 0.01, "mask_rcnn/accuracy": 0.8609599454144463, "mask_rcnn/false_negative": 0.09540129904547973, "mask_rcnn/false_positive": 0.16136401696431363, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 41.5, "time": 0.7543323412537575, "total_loss": 1.792761721444549} {"data_time": 0.01047047320753336, "eta_seconds": 170488.0042478228, "iteration": 38939, "loss_fcos_cls": 0.3019223525188863, "loss_fcos_ctr": 0.6237592902034521, "loss_fcos_loc": 0.21874394919723272, "loss_mask": 0.2769087669439614, "loss_maskiou": 0.006398294397513382, "loss_sem_seg": 0.31051781168207526, "lr": 0.01, "mask_rcnn/accuracy": 0.8798053168635875, "mask_rcnn/false_negative": 0.07700810233801536, "mask_rcnn/false_positive": 0.14536559875947477, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.7477599196135998, "total_loss": 1.766926478696405} {"data_time": 0.010168119333684444, "eta_seconds": 170473.24727851618, "iteration": 38959, "loss_fcos_cls": 0.312151859048754, "loss_fcos_ctr": 0.6266042506322265, "loss_fcos_loc": 0.2275301036424935, "loss_mask": 0.2989153265953064, "loss_maskiou": 0.007210548763396218, "loss_sem_seg": 0.31823292322224006, "lr": 0.01, "mask_rcnn/accuracy": 0.8613994103076013, "mask_rcnn/false_negative": 0.09164076473567243, "mask_rcnn/false_positive": 0.16769229963821783, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7308238055557013, "total_loss": 1.8340698233078} {"data_time": 0.01035127229988575, "eta_seconds": 170458.49030920956, "iteration": 38979, "loss_fcos_cls": 0.294514131732285, "loss_fcos_ctr": 0.6250247554853559, "loss_fcos_loc": 0.22579356119967997, "loss_mask": 0.2833311064168811, "loss_maskiou": 0.006619706851779483, "loss_sem_seg": 0.34027422894723713, "lr": 0.01, "mask_rcnn/accuracy": 0.8844786352040817, "mask_rcnn/false_negative": 0.09461329473761412, "mask_rcnn/false_positive": 0.14754693660780238, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7362805856391788, "total_loss": 1.8030286278226413} {"data_time": 0.010349474847316742, "eta_seconds": 170532.78046629112, "iteration": 38999, "loss_fcos_cls": 0.2980232114205137, "loss_fcos_ctr": 0.6221524588763714, "loss_fcos_loc": 0.21135963455890305, "loss_mask": 0.2868042532354593, "loss_maskiou": 0.006609183765249327, "loss_sem_seg": 0.3719616155140102, "lr": 0.01, "mask_rcnn/accuracy": 0.8777264030612244, "mask_rcnn/false_negative": 0.10443116401321505, "mask_rcnn/false_positive": 0.1556678439385431, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7390693062916398, "total_loss": 1.798218710704532} {"data_time": 0.00992914754897356, "eta_seconds": 170343.96632576175, "iteration": 39019, "loss_fcos_cls": 0.29640568466857076, "loss_fcos_ctr": 0.6229904182255268, "loss_fcos_loc": 0.2156237915623933, "loss_mask": 0.3097377447411418, "loss_maskiou": 0.00741020696295891, "loss_sem_seg": 0.3688018727116287, "lr": 0.01, "mask_rcnn/accuracy": 0.8432295865331579, "mask_rcnn/false_negative": 0.1164055473588329, "mask_rcnn/false_positive": 0.1887914025455839, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7423899276182055, "total_loss": 1.7837466605269583} {"data_time": 0.009692876599729061, "eta_seconds": 170198.18022465985, "iteration": 39039, "loss_fcos_cls": 0.2983794268220663, "loss_fcos_ctr": 0.6278234040364623, "loss_fcos_loc": 0.22057697968557477, "loss_mask": 0.2827494712546468, "loss_maskiou": 0.007029216294540674, "loss_sem_seg": 0.3269335888326168, "lr": 0.01, "mask_rcnn/accuracy": 0.8794164952802828, "mask_rcnn/false_negative": 0.0978328105053699, "mask_rcnn/false_positive": 0.17153163940349547, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.7430694224312901, "total_loss": 1.7832454816089012} {"data_time": 0.00870272982865572, "eta_seconds": 170183.44196320232, "iteration": 39059, "loss_fcos_cls": 0.3006306504830718, "loss_fcos_ctr": 0.6245032073929906, "loss_fcos_loc": 0.2233037929981947, "loss_mask": 0.2998730568215251, "loss_maskiou": 0.007413605635520071, "loss_sem_seg": 0.3442488871514797, "lr": 0.01, "mask_rcnn/accuracy": 0.8834773296110897, "mask_rcnn/false_negative": 0.07972831063294138, "mask_rcnn/false_positive": 0.1546185161962536, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 29.75, "time": 0.7284702956676483, "total_loss": 1.8062496384372935} {"data_time": 0.010564742609858513, "eta_seconds": 170194.6216764124, "iteration": 39079, "loss_fcos_cls": 0.29672357090748847, "loss_fcos_ctr": 0.6276594335213304, "loss_fcos_loc": 0.21520213410258293, "loss_mask": 0.2883712565526366, "loss_maskiou": 0.00716134269896429, "loss_sem_seg": 0.3851511371321976, "lr": 0.01, "mask_rcnn/accuracy": 0.8659355853863744, "mask_rcnn/false_negative": 0.1061538094753284, "mask_rcnn/false_positive": 0.16094680282669838, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7374841421842575, "total_loss": 1.8126761940366123} {"data_time": 0.009530349634587765, "eta_seconds": 170179.8811702067, "iteration": 39099, "loss_fcos_cls": 0.2955185417085886, "loss_fcos_ctr": 0.6248832922428846, "loss_fcos_loc": 0.22071941965259612, "loss_mask": 0.29111017752438784, "loss_maskiou": 0.006625947586144321, "loss_sem_seg": 0.34664954524487257, "lr": 0.01, "mask_rcnn/accuracy": 0.8793132337323115, "mask_rcnn/false_negative": 0.09755714405957042, "mask_rcnn/false_positive": 0.1281809512625527, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.75, "time": 0.7427146341651678, "total_loss": 1.7761784231406637} {"data_time": 0.010771792382001877, "eta_seconds": 170354.454419435, "iteration": 39119, "loss_fcos_cls": 0.294050385709852, "loss_fcos_ctr": 0.6245695343241096, "loss_fcos_loc": 0.2203783120494336, "loss_mask": 0.2721869619563222, "loss_maskiou": 0.005915530629863497, "loss_sem_seg": 0.33806036645546556, "lr": 0.01, "mask_rcnn/accuracy": 0.8938248782615965, "mask_rcnn/false_negative": 0.08414049523202222, "mask_rcnn/false_positive": 0.11674656338167418, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.25, "time": 0.747036574408412, "total_loss": 1.7747485939617036} {"data_time": 0.008973806165158749, "eta_seconds": 170319.4529732978, "iteration": 39139, "loss_fcos_cls": 0.30106044467538595, "loss_fcos_ctr": 0.6209147837944329, "loss_fcos_loc": 0.21616591955535114, "loss_mask": 0.2971609188243747, "loss_maskiou": 0.00643565840437077, "loss_sem_seg": 0.3237724704667926, "lr": 0.01, "mask_rcnn/accuracy": 0.8738433531307259, "mask_rcnn/false_negative": 0.10931554463742679, "mask_rcnn/false_positive": 0.12862322039274804, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.0, "time": 0.7205400206148624, "total_loss": 1.767005586065352} {"data_time": 0.010537873953580856, "eta_seconds": 170324.94060852472, "iteration": 39159, "loss_fcos_cls": 0.2953404348809272, "loss_fcos_ctr": 0.6226165620610118, "loss_fcos_loc": 0.21162309986539185, "loss_mask": 0.2938296301290393, "loss_maskiou": 0.006374857744958717, "loss_sem_seg": 0.33803960448130965, "lr": 0.01, "mask_rcnn/accuracy": 0.8640917304421769, "mask_rcnn/false_negative": 0.0819604711628302, "mask_rcnn/false_positive": 0.18199506124476167, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.75, "time": 0.736546085216105, "total_loss": 1.7958756397565594} {"data_time": 0.009021741338074207, "eta_seconds": 170315.74408625718, "iteration": 39179, "loss_fcos_cls": 0.3011467254254967, "loss_fcos_ctr": 0.6243049292825162, "loss_fcos_loc": 0.21007994143292308, "loss_mask": 0.2885794918984175, "loss_maskiou": 0.006915713631315157, "loss_sem_seg": 0.36688812682405114, "lr": 0.01, "mask_rcnn/accuracy": 0.8665170411176282, "mask_rcnn/false_negative": 0.0931496103131089, "mask_rcnn/false_positive": 0.14832958407576718, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7435205793008208, "total_loss": 1.7797543023625622} {"data_time": 0.009396642446517944, "eta_seconds": 170275.18751842063, "iteration": 39199, "loss_fcos_cls": 0.29728219751268625, "loss_fcos_ctr": 0.6226393403485417, "loss_fcos_loc": 0.2107540792785585, "loss_mask": 0.27622579177841544, "loss_maskiou": 0.006312079451163299, "loss_sem_seg": 0.3599588016513735, "lr": 0.01, "mask_rcnn/accuracy": 0.888426173926677, "mask_rcnn/false_negative": 0.07904933423534402, "mask_rcnn/false_positive": 0.14214365492838615, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.75, "time": 0.7245775060728192, "total_loss": 1.807230639293266} {"data_time": 0.01086058747023344, "eta_seconds": 170284.00842400454, "iteration": 39219, "loss_fcos_cls": 0.3012746993917972, "loss_fcos_ctr": 0.6230827337130904, "loss_fcos_loc": 0.2138843738939613, "loss_mask": 0.2850172584876418, "loss_maskiou": 0.007142456423025578, "loss_sem_seg": 0.35845833690837026, "lr": 0.01, "mask_rcnn/accuracy": 0.893830007372407, "mask_rcnn/false_negative": 0.08453959905039063, "mask_rcnn/false_positive": 0.13629474699810867, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.75, "time": 0.7511270614340901, "total_loss": 1.777025247380152} {"data_time": 0.00975321140140295, "eta_seconds": 170379.59461891558, "iteration": 39239, "loss_fcos_cls": 0.3024870874360204, "loss_fcos_ctr": 0.626533268019557, "loss_fcos_loc": 0.23090017726644874, "loss_mask": 0.29628756176680326, "loss_maskiou": 0.006699718098388985, "loss_sem_seg": 0.3384231706149876, "lr": 0.01, "mask_rcnn/accuracy": 0.8848316782069972, "mask_rcnn/false_negative": 0.09940482634985556, "mask_rcnn/false_positive": 0.1446252088180764, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7518820464611053, "total_loss": 1.8101135086471913} {"data_time": 0.009802700951695442, "eta_seconds": 170364.8278607009, "iteration": 39259, "loss_fcos_cls": 0.2922841759864241, "loss_fcos_ctr": 0.6202967190183699, "loss_fcos_loc": 0.22003708640113473, "loss_mask": 0.2802916746586561, "loss_maskiou": 0.006708347573294304, "loss_sem_seg": 0.3601714656688273, "lr": 0.01, "mask_rcnn/accuracy": 0.8624744326622027, "mask_rcnn/false_negative": 0.08170582550222416, "mask_rcnn/false_positive": 0.1917766623178781, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7406122405081987, "total_loss": 1.7442476842479664} {"data_time": 0.009785884991288185, "eta_seconds": 170363.5928981658, "iteration": 39279, "loss_fcos_cls": 0.2966454583220184, "loss_fcos_ctr": 0.6237877449020743, "loss_fcos_loc": 0.20989149599336088, "loss_mask": 0.2815530663356185, "loss_maskiou": 0.006402553772204556, "loss_sem_seg": 0.3284338025841862, "lr": 0.01, "mask_rcnn/accuracy": 0.8919164650849989, "mask_rcnn/false_negative": 0.10144934126886307, "mask_rcnn/false_positive": 0.11581551564751212, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7401426490396261, "total_loss": 1.75154007418314} {"data_time": 0.009521085768938065, "eta_seconds": 170326.54643950984, "iteration": 39299, "loss_fcos_cls": 0.30342711275443435, "loss_fcos_ctr": 0.6241280697286129, "loss_fcos_loc": 0.21052949025761336, "loss_mask": 0.28636030573397875, "loss_maskiou": 0.006981755897868425, "loss_sem_seg": 0.3559453128837049, "lr": 0.01, "mask_rcnn/accuracy": 0.8795066628625134, "mask_rcnn/false_negative": 0.09472253130359003, "mask_rcnn/false_positive": 0.16239334957167892, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 37.75, "time": 0.7284559672698379, "total_loss": 1.7705756686409586} {"data_time": 0.009584160521626472, "eta_seconds": 170212.44237552863, "iteration": 39319, "loss_fcos_cls": 0.2794821346178651, "loss_fcos_ctr": 0.6203828067518771, "loss_fcos_loc": 0.20754704857245088, "loss_mask": 0.26806910522282124, "loss_maskiou": 0.006394397438270971, "loss_sem_seg": 0.337592882104218, "lr": 0.01, "mask_rcnn/accuracy": 0.8863047486172704, "mask_rcnn/false_negative": 0.09334024274452438, "mask_rcnn/false_positive": 0.1340858446316235, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7253016047179699, "total_loss": 1.738414784473207} {"data_time": 0.01047243271023035, "eta_seconds": 170197.6849882817, "iteration": 39339, "loss_fcos_cls": 0.2943608477944508, "loss_fcos_ctr": 0.6235158089548349, "loss_fcos_loc": 0.21177187823923305, "loss_mask": 0.2849246524274349, "loss_maskiou": 0.006596102815819904, "loss_sem_seg": 0.3136568949557841, "lr": 0.01, "mask_rcnn/accuracy": 0.8750679426600185, "mask_rcnn/false_negative": 0.10732373496988416, "mask_rcnn/false_positive": 0.13616648130988374, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.733978882431984, "total_loss": 1.747272964064905} {"data_time": 0.00902574509382248, "eta_seconds": 170282.2484399937, "iteration": 39359, "loss_fcos_cls": 0.2989316612947732, "loss_fcos_ctr": 0.6243782946839929, "loss_fcos_loc": 0.22071741218678653, "loss_mask": 0.2897625081241131, "loss_maskiou": 0.006410897200112231, "loss_sem_seg": 0.32758010644465685, "lr": 0.01, "mask_rcnn/accuracy": 0.8688085623312878, "mask_rcnn/false_negative": 0.10919712911299795, "mask_rcnn/false_positive": 0.1517744797764882, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.7408865680918097, "total_loss": 1.7788161294156453} {"data_time": 0.009450582787394524, "eta_seconds": 170267.482440155, "iteration": 39379, "loss_fcos_cls": 0.2851295764558017, "loss_fcos_ctr": 0.625267913332209, "loss_fcos_loc": 0.21907477034255862, "loss_mask": 0.27134821377694607, "loss_maskiou": 0.006280610148678534, "loss_sem_seg": 0.34667360922321677, "lr": 0.01, "mask_rcnn/accuracy": 0.8846959654397473, "mask_rcnn/false_negative": 0.10276803342337124, "mask_rcnn/false_positive": 0.14497633467312906, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.75, "time": 0.7410290790721774, "total_loss": 1.7263987986079883} {"data_time": 0.010333571583032608, "eta_seconds": 170252.7164403163, "iteration": 39399, "loss_fcos_cls": 0.30357511062175035, "loss_fcos_ctr": 0.6228321269154549, "loss_fcos_loc": 0.21441627806052566, "loss_mask": 0.27680654264986515, "loss_maskiou": 0.0063941145526769105, "loss_sem_seg": 0.3103053290396929, "lr": 0.01, "mask_rcnn/accuracy": 0.8700389407610334, "mask_rcnn/false_negative": 0.09661693201833992, "mask_rcnn/false_positive": 0.1431971175484718, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.7340838722884655, "total_loss": 1.7553722465963801} {"data_time": 0.010347006842494011, "eta_seconds": 170191.3410488842, "iteration": 39419, "loss_fcos_cls": 0.30111979017965496, "loss_fcos_ctr": 0.6248342385515571, "loss_fcos_loc": 0.216713085770607, "loss_mask": 0.2802566261962056, "loss_maskiou": 0.0068630853202193975, "loss_sem_seg": 0.3469698028638959, "lr": 0.01, "mask_rcnn/accuracy": 0.8682525485936383, "mask_rcnn/false_negative": 0.11719099403306196, "mask_rcnn/false_positive": 0.14395755274850025, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.25, "time": 0.73157624527812, "total_loss": 1.7807030074764043} {"data_time": 0.010323024354875088, "eta_seconds": 170223.18444063887, "iteration": 39439, "loss_fcos_cls": 0.2925958328996785, "loss_fcos_ctr": 0.6228065295144916, "loss_fcos_loc": 0.21043035062029958, "loss_mask": 0.2716584596782923, "loss_maskiou": 0.006433781964005902, "loss_sem_seg": 0.32642526645213366, "lr": 0.01, "mask_rcnn/accuracy": 0.879603955485349, "mask_rcnn/false_negative": 0.10302701461442633, "mask_rcnn/false_positive": 0.13786874266882404, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.7333759255707264, "total_loss": 1.7538241166694206} {"data_time": 0.009075670503079891, "eta_seconds": 170208.41844080016, "iteration": 39459, "loss_fcos_cls": 0.2952182774897665, "loss_fcos_ctr": 0.621093736961484, "loss_fcos_loc": 0.2054240086581558, "loss_mask": 0.26784825325012207, "loss_maskiou": 0.00577620883268537, "loss_sem_seg": 0.35483124386519194, "lr": 0.01, "mask_rcnn/accuracy": 0.8877196358063706, "mask_rcnn/false_negative": 0.09110020542194933, "mask_rcnn/false_positive": 0.1440411528456849, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 38.0, "time": 0.752197053283453, "total_loss": 1.7631159420998301} {"data_time": 0.009798849001526833, "eta_seconds": 170108.2266654782, "iteration": 39479, "loss_fcos_cls": 0.28401986765675247, "loss_fcos_ctr": 0.6218107799068093, "loss_fcos_loc": 0.20993365114554763, "loss_mask": 0.28981238789856434, "loss_maskiou": 0.006328505180135835, "loss_sem_seg": 0.3343318961560726, "lr": 0.01, "mask_rcnn/accuracy": 0.8678352091744139, "mask_rcnn/false_negative": 0.10337968453531304, "mask_rcnn/false_positive": 0.15509389508680332, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.75, "time": 0.717902259901166, "total_loss": 1.7218262888345635} {"data_time": 0.010460336692631245, "eta_seconds": 170195.8887966182, "iteration": 39499, "loss_fcos_cls": 0.29951327526941895, "loss_fcos_ctr": 0.6212299121543765, "loss_fcos_loc": 0.21529733133502305, "loss_mask": 0.28663918655365705, "loss_maskiou": 0.006959433863812592, "loss_sem_seg": 0.32112447964027524, "lr": 0.01, "mask_rcnn/accuracy": 0.8754774138428956, "mask_rcnn/false_negative": 0.10671856938795621, "mask_rcnn/false_positive": 0.13672889869980998, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.7562327636405826, "total_loss": 1.7663418722440838} {"data_time": 0.010119050741195679, "eta_seconds": 170181.1213215273, "iteration": 39519, "loss_fcos_cls": 0.2959242551587522, "loss_fcos_ctr": 0.6233486086130142, "loss_fcos_loc": 0.21841463376767933, "loss_mask": 0.2860115459188819, "loss_maskiou": 0.006574581184395356, "loss_sem_seg": 0.3183907875791192, "lr": 0.01, "mask_rcnn/accuracy": 0.8840737624837169, "mask_rcnn/false_negative": 0.1027998491631093, "mask_rcnn/false_positive": 0.12081805983247032, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7342440392822027, "total_loss": 1.7682554933198844} {"data_time": 0.009957866743206978, "eta_seconds": 170208.92082701065, "iteration": 39539, "loss_fcos_cls": 0.2802777928300202, "loss_fcos_ctr": 0.6255863728001714, "loss_fcos_loc": 0.21954263641964644, "loss_mask": 0.2767618326470256, "loss_maskiou": 0.006710283225402236, "loss_sem_seg": 0.31272386759519577, "lr": 0.01, "mask_rcnn/accuracy": 0.8790584100488021, "mask_rcnn/false_negative": 0.09428473462077605, "mask_rcnn/false_positive": 0.1473388774602702, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7607991890981793, "total_loss": 1.7436869764205767} {"data_time": 0.010955424048006535, "eta_seconds": 170134.5884416066, "iteration": 39559, "loss_fcos_cls": 0.29094603145495057, "loss_fcos_ctr": 0.623205853626132, "loss_fcos_loc": 0.2091102609410882, "loss_mask": 0.29063581116497517, "loss_maskiou": 0.0064349862150265835, "loss_sem_seg": 0.3157244552858174, "lr": 0.01, "mask_rcnn/accuracy": 0.8555221362738643, "mask_rcnn/false_negative": 0.11382827178908127, "mask_rcnn/false_positive": 0.172441098419869, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.7344460319727659, "total_loss": 1.755979970737826} {"data_time": 0.010172951966524124, "eta_seconds": 170189.25442403834, "iteration": 39579, "loss_fcos_cls": 0.2992975772358477, "loss_fcos_ctr": 0.6247160620987415, "loss_fcos_loc": 0.2191722842399031, "loss_mask": 0.29452138766646385, "loss_maskiou": 0.00677616914617829, "loss_sem_seg": 0.32152118254452944, "lr": 0.01, "mask_rcnn/accuracy": 0.8774804261327173, "mask_rcnn/false_negative": 0.10365999011840069, "mask_rcnn/false_positive": 0.13343966586725103, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.7537641990929842, "total_loss": 1.78198204113869} {"data_time": 0.01033834833651781, "eta_seconds": 170174.48239766713, "iteration": 39599, "loss_fcos_cls": 0.31429234775714576, "loss_fcos_ctr": 0.6255168030038476, "loss_fcos_loc": 0.22077640751376748, "loss_mask": 0.2801542980596423, "loss_maskiou": 0.0072003718742053024, "loss_sem_seg": 0.32731853472068906, "lr": 0.01, "mask_rcnn/accuracy": 0.866421889739021, "mask_rcnn/false_negative": 0.09891532628778942, "mask_rcnn/false_positive": 0.16127744562020835, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.75, "time": 0.7555827992036939, "total_loss": 1.74711219209712} {"data_time": 0.009949796833097935, "eta_seconds": 170090.29044209048, "iteration": 39619, "loss_fcos_cls": 0.29564982326701283, "loss_fcos_ctr": 0.6236724858172238, "loss_fcos_loc": 0.21511667896993458, "loss_mask": 0.2997287632897496, "loss_maskiou": 0.006167001891299151, "loss_sem_seg": 0.32132217613980174, "lr": 0.01, "mask_rcnn/accuracy": 0.8636890519560712, "mask_rcnn/false_negative": 0.11625256845258453, "mask_rcnn/false_positive": 0.17633379610776076, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7240708731114864, "total_loss": 1.773811970699171} {"data_time": 0.008785680867731571, "eta_seconds": 170104.21278448775, "iteration": 39639, "loss_fcos_cls": 0.31178540748078376, "loss_fcos_ctr": 0.6253830310888588, "loss_fcos_loc": 0.22671893500955775, "loss_mask": 0.29092030599713326, "loss_maskiou": 0.0068796055420534685, "loss_sem_seg": 0.35314277140423656, "lr": 0.01, "mask_rcnn/accuracy": 0.8683738863888014, "mask_rcnn/false_negative": 0.09473410460373186, "mask_rcnn/false_positive": 0.11792646967814632, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7283060858026147, "total_loss": 1.8368739141442347} {"data_time": 0.009270190261304379, "eta_seconds": 170107.28928762022, "iteration": 39659, "loss_fcos_cls": 0.2884085956029594, "loss_fcos_ctr": 0.6238260343670845, "loss_fcos_loc": 0.2161724790930748, "loss_mask": 0.28306340612471104, "loss_maskiou": 0.006445249266107567, "loss_sem_seg": 0.34804560663178563, "lr": 0.01, "mask_rcnn/accuracy": 0.8939022709698319, "mask_rcnn/false_negative": 0.08524363038164301, "mask_rcnn/false_positive": 0.14114348344414598, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7407512972131371, "total_loss": 1.748197052278556} {"data_time": 0.010223913937807083, "eta_seconds": 170202.35129381996, "iteration": 39679, "loss_fcos_cls": 0.2816242235712707, "loss_fcos_ctr": 0.6212822571396828, "loss_fcos_loc": 0.21355997258797288, "loss_mask": 0.2764874054118991, "loss_maskiou": 0.006571042373252567, "loss_sem_seg": 0.3264325838536024, "lr": 0.01, "mask_rcnn/accuracy": 0.8806672237860662, "mask_rcnn/false_negative": 0.09608388044612821, "mask_rcnn/false_positive": 0.15133446405349543, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7455454338341951, "total_loss": 1.7487166101054754} {"data_time": 0.009515087120234966, "eta_seconds": 170187.57171650883, "iteration": 39699, "loss_fcos_cls": 0.297291754046455, "loss_fcos_ctr": 0.625313981436193, "loss_fcos_loc": 0.2158096602652222, "loss_mask": 0.30117859225720167, "loss_maskiou": 0.007931350512080826, "loss_sem_seg": 0.3718527532182634, "lr": 0.01, "mask_rcnn/accuracy": 0.8742966033684691, "mask_rcnn/false_negative": 0.11226496460153215, "mask_rcnn/false_positive": 0.13536460772433745, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.75, "time": 0.7171446811407804, "total_loss": 1.8465380756533705} {"data_time": 0.009516377933323383, "eta_seconds": 170085.85023943987, "iteration": 39719, "loss_fcos_cls": 0.3082100101746619, "loss_fcos_ctr": 0.6251670429483056, "loss_fcos_loc": 0.22019996703602374, "loss_mask": 0.292138759046793, "loss_maskiou": 0.007023570782621391, "loss_sem_seg": 0.3568830229341984, "lr": 0.01, "mask_rcnn/accuracy": 0.8754533137131921, "mask_rcnn/false_negative": 0.10111854113416738, "mask_rcnn/false_positive": 0.17011030087296863, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.25, "time": 0.7241064934059978, "total_loss": 1.8193115410249447} {"data_time": 0.009228195063769817, "eta_seconds": 170048.20912758354, "iteration": 39739, "loss_fcos_cls": 0.2719291914254427, "loss_fcos_ctr": 0.6224005157127976, "loss_fcos_loc": 0.20906010875478387, "loss_mask": 0.28788513876497746, "loss_maskiou": 0.00716738123446703, "loss_sem_seg": 0.3564091073349118, "lr": 0.01, "mask_rcnn/accuracy": 0.8751326836385238, "mask_rcnn/false_negative": 0.09921698512589361, "mask_rcnn/false_positive": 0.16709370583973104, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.5, "time": 0.7354589523747563, "total_loss": 1.7818625713844085} {"data_time": 0.00978843029588461, "eta_seconds": 170015.60184108093, "iteration": 39759, "loss_fcos_cls": 0.2874685628339648, "loss_fcos_ctr": 0.6244134632870555, "loss_fcos_loc": 0.20780030102469027, "loss_mask": 0.29416847974061966, "loss_maskiou": 0.006310264128842391, "loss_sem_seg": 0.32846421422436833, "lr": 0.01, "mask_rcnn/accuracy": 0.8723698099929627, "mask_rcnn/false_negative": 0.0987507180107581, "mask_rcnn/false_positive": 0.15298674746280422, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7236957754939795, "total_loss": 1.778717457287712} {"data_time": 0.009838910773396492, "eta_seconds": 170206.22806708608, "iteration": 39779, "loss_fcos_cls": 0.29004999017342925, "loss_fcos_ctr": 0.6234406037256122, "loss_fcos_loc": 0.20562901510857046, "loss_mask": 0.28210934717208147, "loss_maskiou": 0.006499921903014183, "loss_sem_seg": 0.3212403473444283, "lr": 0.01, "mask_rcnn/accuracy": 0.8727050627943485, "mask_rcnn/false_negative": 0.10608445370648144, "mask_rcnn/false_positive": 0.15864361351493222, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.25, "time": 0.7504137400537729, "total_loss": 1.738118104680325} {"data_time": 0.010540053248405457, "eta_seconds": 170296.29863160104, "iteration": 39799, "loss_fcos_cls": 0.30636730580590665, "loss_fcos_ctr": 0.6233496651984751, "loss_fcos_loc": 0.21155696199275553, "loss_mask": 0.2853900948539376, "loss_maskiou": 0.006906403912580572, "loss_sem_seg": 0.33411167887970805, "lr": 0.01, "mask_rcnn/accuracy": 0.8696094509232264, "mask_rcnn/false_negative": 0.09701082668575498, "mask_rcnn/false_positive": 0.16233942140856847, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.75, "time": 0.7502517784014344, "total_loss": 1.7674086439801613} {"data_time": 0.009262646548449993, "eta_seconds": 170239.85999257118, "iteration": 39819, "loss_fcos_cls": 0.3089118064381182, "loss_fcos_ctr": 0.6268630037084222, "loss_fcos_loc": 0.21410461142659187, "loss_mask": 0.28253840561956167, "loss_maskiou": 0.006533643681905232, "loss_sem_seg": 0.3756314553320408, "lr": 0.01, "mask_rcnn/accuracy": 0.8773577612863327, "mask_rcnn/false_negative": 0.09365480897328331, "mask_rcnn/false_positive": 0.15773993141615497, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.0, "time": 0.7322358302772045, "total_loss": 1.8304059862857684} {"data_time": 0.00931241549551487, "eta_seconds": 170154.53172354307, "iteration": 39839, "loss_fcos_cls": 0.303617047611624, "loss_fcos_ctr": 0.6240523084998131, "loss_fcos_loc": 0.21758630499243736, "loss_mask": 0.28817464876919985, "loss_maskiou": 0.0073668112672748975, "loss_sem_seg": 0.38184079341590405, "lr": 0.01, "mask_rcnn/accuracy": 0.8657510404032414, "mask_rcnn/false_negative": 0.11654631911863439, "mask_rcnn/false_positive": 0.17951423137101286, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7385032381862402, "total_loss": 1.803557736609946} {"data_time": 0.010464631952345371, "eta_seconds": 170135.44688566122, "iteration": 39859, "loss_fcos_cls": 0.2935023703612387, "loss_fcos_ctr": 0.6193792028352618, "loss_fcos_loc": 0.20814260211773217, "loss_mask": 0.2933893697336316, "loss_maskiou": 0.006285715480771614, "loss_sem_seg": 0.3510515661910176, "lr": 0.01, "mask_rcnn/accuracy": 0.8665125553853503, "mask_rcnn/false_negative": 0.10120401160139511, "mask_rcnn/false_positive": 0.14470687373180965, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7396607445552945, "total_loss": 1.7908029662212357} {"data_time": 0.010036001913249493, "eta_seconds": 170135.58273299318, "iteration": 39879, "loss_fcos_cls": 0.31264751800335944, "loss_fcos_ctr": 0.6241594785824418, "loss_fcos_loc": 0.21637513185851276, "loss_mask": 0.27004164550453424, "loss_maskiou": 0.0072319041937589645, "loss_sem_seg": 0.3644435526803136, "lr": 0.01, "mask_rcnn/accuracy": 0.8571162399453978, "mask_rcnn/false_negative": 0.10264464495993675, "mask_rcnn/false_positive": 0.204307128356081, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7329075392335653, "total_loss": 1.8072544429669506} {"data_time": 0.009559474885463715, "eta_seconds": 170095.89379903208, "iteration": 39899, "loss_fcos_cls": 0.29814061673823744, "loss_fcos_ctr": 0.6242624279111624, "loss_fcos_loc": 0.2162341144576203, "loss_mask": 0.28233444783836603, "loss_maskiou": 0.006521330200484954, "loss_sem_seg": 0.31576993223279715, "lr": 0.01, "mask_rcnn/accuracy": 0.8584483722060252, "mask_rcnn/false_negative": 0.10379083752710597, "mask_rcnn/false_positive": 0.16926875998203883, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.75, "time": 0.7447763131931424, "total_loss": 1.7449563378831954} {"data_time": 0.009620915167033672, "eta_seconds": 170039.18617741764, "iteration": 39919, "loss_fcos_cls": 0.2987061021849513, "loss_fcos_ctr": 0.6242162212729454, "loss_fcos_loc": 0.22306702693458647, "loss_mask": 0.286801571957767, "loss_maskiou": 0.006879695996758528, "loss_sem_seg": 0.361503176856786, "lr": 0.01, "mask_rcnn/accuracy": 0.8866130175723685, "mask_rcnn/false_negative": 0.08545259444467261, "mask_rcnn/false_positive": 0.15602785675929157, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7400745591148734, "total_loss": 1.8215772227449634} {"data_time": 0.008961356244981289, "eta_seconds": 169900.50872749183, "iteration": 39939, "loss_fcos_cls": 0.2941385800950229, "loss_fcos_ctr": 0.6213213838636875, "loss_fcos_loc": 0.218023570952937, "loss_mask": 0.2943127122707665, "loss_maskiou": 0.007138256536563858, "loss_sem_seg": 0.3318040706217289, "lr": 0.01, "mask_rcnn/accuracy": 0.8877554749970163, "mask_rcnn/false_negative": 0.06946522346054756, "mask_rcnn/false_positive": 0.1293495891405767, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.25, "time": 0.7298228768631816, "total_loss": 1.7781453727802727} {"data_time": 0.009481146931648254, "eta_seconds": 169885.73868748266, "iteration": 39959, "loss_fcos_cls": 0.2954697583336383, "loss_fcos_ctr": 0.6236207038164139, "loss_fcos_loc": 0.22131194733083248, "loss_mask": 0.27476601488888264, "loss_maskiou": 0.006301126210018992, "loss_sem_seg": 0.3074721205048263, "lr": 0.01, "mask_rcnn/accuracy": 0.8816577767470625, "mask_rcnn/false_negative": 0.08763940012637905, "mask_rcnn/false_positive": 0.14123567657631442, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7224203255027533, "total_loss": 1.755408136457845} {"data_time": 0.009975523687899113, "eta_seconds": 169900.82629684452, "iteration": 39979, "loss_fcos_cls": 0.30762702063657343, "loss_fcos_ctr": 0.625210708938539, "loss_fcos_loc": 0.22796015115454793, "loss_mask": 0.27261288184672594, "loss_maskiou": 0.007012746180407703, "loss_sem_seg": 0.33941439678892493, "lr": 0.01, "mask_rcnn/accuracy": 0.8822609159943047, "mask_rcnn/false_negative": 0.08767024245825628, "mask_rcnn/false_positive": 0.15256640599106405, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.5, "time": 0.7439480694010854, "total_loss": 1.7709252488457423} {"data_time": 0.01062934659421444, "eta_seconds": 169938.31242791098, "iteration": 39999, "loss_fcos_cls": 0.28815329540520906, "loss_fcos_ctr": 0.6259676632471383, "loss_fcos_loc": 0.21989711408969015, "loss_mask": 0.2851970326155424, "loss_maskiou": 0.0065347400814061984, "loss_sem_seg": 0.3146690456196666, "lr": 0.01, "mask_rcnn/accuracy": 0.8821653431028431, "mask_rcnn/false_negative": 0.08945813152543922, "mask_rcnn/false_positive": 0.15912367972170172, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.7477520741522312, "total_loss": 1.8029135071847122} {"data_time": 0.009832309558987617, "eta_seconds": 169806.6474647615, "iteration": 40019, "loss_fcos_cls": 0.28994916495867074, "loss_fcos_ctr": 0.625135812908411, "loss_fcos_loc": 0.2213826070073992, "loss_mask": 0.2901110863313079, "loss_maskiou": 0.007376592344371602, "loss_sem_seg": 0.3594731083139777, "lr": 0.01, "mask_rcnn/accuracy": 0.854519760586798, "mask_rcnn/false_negative": 0.11366676942238624, "mask_rcnn/false_positive": 0.16816716278190175, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7253549313172698, "total_loss": 1.7745079188316595} {"data_time": 0.009974440559744835, "eta_seconds": 169791.88044944592, "iteration": 40039, "loss_fcos_cls": 0.28810519981198013, "loss_fcos_ctr": 0.6242580832913518, "loss_fcos_loc": 0.2162036799127236, "loss_mask": 0.2862349934875965, "loss_maskiou": 0.006399755628081039, "loss_sem_seg": 0.3570565162226558, "lr": 0.01, "mask_rcnn/accuracy": 0.863313237253073, "mask_rcnn/false_negative": 0.11422965230417904, "mask_rcnn/false_positive": 0.16182784046302504, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.25, "time": 0.7368762632831931, "total_loss": 1.7935357974929502} {"data_time": 0.010696527548134327, "eta_seconds": 169841.73575248662, "iteration": 40059, "loss_fcos_cls": 0.29117618245072663, "loss_fcos_ctr": 0.6265296218916774, "loss_fcos_loc": 0.21978829626459628, "loss_mask": 0.2826138501986861, "loss_maskiou": 0.007103294410626404, "loss_sem_seg": 0.35299217235296965, "lr": 0.01, "mask_rcnn/accuracy": 0.8866571112981274, "mask_rcnn/false_negative": 0.10131859160040074, "mask_rcnn/false_positive": 0.11937679895375589, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.749028755351901, "total_loss": 1.792226170466165} {"data_time": 0.010406259447336197, "eta_seconds": 169762.34641881473, "iteration": 40079, "loss_fcos_cls": 0.3006200767122209, "loss_fcos_ctr": 0.6216080682352185, "loss_fcos_loc": 0.21564150846097618, "loss_mask": 0.2768226806074381, "loss_maskiou": 0.0062558872741647065, "loss_sem_seg": 0.3169257137924433, "lr": 0.01, "mask_rcnn/accuracy": 0.8665754274682846, "mask_rcnn/false_negative": 0.10601044416792307, "mask_rcnn/false_positive": 0.15848810592323156, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7293990459293127, "total_loss": 1.7661601100517146} {"data_time": 0.009984522126615047, "eta_seconds": 169650.7104282044, "iteration": 40099, "loss_fcos_cls": 0.2953721552621573, "loss_fcos_ctr": 0.6237096544355154, "loss_fcos_loc": 0.2165457841474563, "loss_mask": 0.2873467495664954, "loss_maskiou": 0.007840854166715872, "loss_sem_seg": 0.3190153802279383, "lr": 0.01, "mask_rcnn/accuracy": 0.8860679794877135, "mask_rcnn/false_negative": 0.09998336362908065, "mask_rcnn/false_positive": 0.14256244254209097, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.7210645135492086, "total_loss": 1.7638587339606602} {"data_time": 0.010133122093975544, "eta_seconds": 169688.6494229911, "iteration": 40119, "loss_fcos_cls": 0.2866625371389091, "loss_fcos_ctr": 0.6234949128702283, "loss_fcos_loc": 0.22215606947429478, "loss_mask": 0.2976794149726629, "loss_maskiou": 0.007182923756772652, "loss_sem_seg": 0.35833804961293936, "lr": 0.01, "mask_rcnn/accuracy": 0.8602383026381284, "mask_rcnn/false_negative": 0.12076693618958124, "mask_rcnn/false_positive": 0.17547945466624873, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 40.0, "time": 0.7485287068411708, "total_loss": 1.7920029993256321} {"data_time": 0.010204814374446869, "eta_seconds": 169811.54444150347, "iteration": 40139, "loss_fcos_cls": 0.29253138531930745, "loss_fcos_ctr": 0.6240460500121117, "loss_fcos_loc": 0.2106071089510806, "loss_mask": 0.26872784458100796, "loss_maskiou": 0.006379708414897323, "loss_sem_seg": 0.3396871602162719, "lr": 0.01, "mask_rcnn/accuracy": 0.8662110501941094, "mask_rcnn/false_negative": 0.11080357294798958, "mask_rcnn/false_positive": 0.17750684751430312, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.749750710092485, "total_loss": 1.7232921693794196} {"data_time": 0.009729485027492046, "eta_seconds": 169820.09498542827, "iteration": 40159, "loss_fcos_cls": 0.2848211694508791, "loss_fcos_ctr": 0.624323595315218, "loss_fcos_loc": 0.21200797706842422, "loss_mask": 0.28058221004903316, "loss_maskiou": 0.0068618036530097015, "loss_sem_seg": 0.29554730793461204, "lr": 0.01, "mask_rcnn/accuracy": 0.8847497126320885, "mask_rcnn/false_negative": 0.09013966927578825, "mask_rcnn/false_positive": 0.1365212392739621, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7293894691392779, "total_loss": 1.7161635532829678} {"data_time": 0.00943061150610447, "eta_seconds": 169847.0356373638, "iteration": 40179, "loss_fcos_cls": 0.29914534476120025, "loss_fcos_ctr": 0.6258293157443404, "loss_fcos_loc": 0.21784324920736253, "loss_mask": 0.2853888859972358, "loss_maskiou": 0.006746580227627419, "loss_sem_seg": 0.29884430300444365, "lr": 0.01, "mask_rcnn/accuracy": 0.8769724368671887, "mask_rcnn/false_negative": 0.10718191026179205, "mask_rcnn/false_positive": 0.15691380981340147, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.5, "time": 0.749042141251266, "total_loss": 1.7380208978138398} {"data_time": 0.009734993800520897, "eta_seconds": 169832.25482659042, "iteration": 40199, "loss_fcos_cls": 0.30043042404577136, "loss_fcos_ctr": 0.6223310893401504, "loss_fcos_loc": 0.21745942579582334, "loss_mask": 0.27980764862149954, "loss_maskiou": 0.006799919792683795, "loss_sem_seg": 0.31446957122534513, "lr": 0.01, "mask_rcnn/accuracy": 0.8788208337618144, "mask_rcnn/false_negative": 0.09999314631968101, "mask_rcnn/false_positive": 0.17793996323614852, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7324717678129673, "total_loss": 1.7345256049593445} {"data_time": 0.009413640014827251, "eta_seconds": 169712.07205329463, "iteration": 40219, "loss_fcos_cls": 0.2879888422321528, "loss_fcos_ctr": 0.6234411454061046, "loss_fcos_loc": 0.21312596614006907, "loss_mask": 0.2875503464601934, "loss_maskiou": 0.006059287261450663, "loss_sem_seg": 0.3149132358375937, "lr": 0.01, "mask_rcnn/accuracy": 0.8565003807645507, "mask_rcnn/false_negative": 0.10743385768188535, "mask_rcnn/false_positive": 0.15485613855792216, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.25, "time": 0.7255197605118155, "total_loss": 1.7396346076275222} {"data_time": 0.01050693728029728, "eta_seconds": 169644.21029629, "iteration": 40239, "loss_fcos_cls": 0.2926770090125501, "loss_fcos_ctr": 0.6215685848146677, "loss_fcos_loc": 0.20912735420279205, "loss_mask": 0.27484981156885624, "loss_maskiou": 0.006517728710605297, "loss_sem_seg": 0.3261405099183321, "lr": 0.01, "mask_rcnn/accuracy": 0.8821600004854753, "mask_rcnn/false_negative": 0.09789868812119681, "mask_rcnn/false_positive": 0.13048615561376864, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.7399726761505008, "total_loss": 1.7182206703000702} {"data_time": 0.01027985941618681, "eta_seconds": 169664.1880873451, "iteration": 40259, "loss_fcos_cls": 0.29357385565526783, "loss_fcos_ctr": 0.6247620647773147, "loss_fcos_loc": 0.2133813077234663, "loss_mask": 0.2732671145349741, "loss_maskiou": 0.006718246168020414, "loss_sem_seg": 0.3122470988892019, "lr": 0.01, "mask_rcnn/accuracy": 0.8935523812367756, "mask_rcnn/false_negative": 0.10219797321488718, "mask_rcnn/false_positive": 0.0989763769752424, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7421420700848103, "total_loss": 1.7347283940616762} {"data_time": 0.00917633343487978, "eta_seconds": 169399.64036840573, "iteration": 40279, "loss_fcos_cls": 0.30534950376022607, "loss_fcos_ctr": 0.6222198083996773, "loss_fcos_loc": 0.20395696558989584, "loss_mask": 0.277924420312047, "loss_maskiou": 0.006770521969883703, "loss_sem_seg": 0.34917303267866373, "lr": 0.01, "mask_rcnn/accuracy": 0.8861971526949604, "mask_rcnn/false_negative": 0.07663564223401506, "mask_rcnn/false_positive": 0.15138786486114628, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.5, "time": 0.7277147267013788, "total_loss": 1.7494416613881185} {"data_time": 0.01006934605538845, "eta_seconds": 169580.4375167722, "iteration": 40299, "loss_fcos_cls": 0.2958260108716786, "loss_fcos_ctr": 0.6235293971840292, "loss_fcos_loc": 0.21815814718138427, "loss_mask": 0.2674207482486963, "loss_maskiou": 0.006075222794606816, "loss_sem_seg": 0.32831473741680384, "lr": 0.01, "mask_rcnn/accuracy": 0.8739295697753651, "mask_rcnn/false_negative": 0.09995407104341286, "mask_rcnn/false_positive": 0.16388547039369822, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.5, "time": 0.7464763047173619, "total_loss": 1.7521558480293606} {"data_time": 0.010043088346719742, "eta_seconds": 169638.2138700448, "iteration": 40319, "loss_fcos_cls": 0.29094140988308936, "loss_fcos_ctr": 0.625841666944325, "loss_fcos_loc": 0.21901571319904178, "loss_mask": 0.29543030448257923, "loss_maskiou": 0.0068868002272211015, "loss_sem_seg": 0.2925345879048109, "lr": 0.01, "mask_rcnn/accuracy": 0.8659786147495706, "mask_rcnn/false_negative": 0.10820128686468075, "mask_rcnn/false_positive": 0.1577654164055186, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.748819719068706, "total_loss": 1.7259022837679368} {"data_time": 0.01052745059132576, "eta_seconds": 169550.9068769375, "iteration": 40339, "loss_fcos_cls": 0.2929579404881224, "loss_fcos_ctr": 0.6226504947990179, "loss_fcos_loc": 0.21797999122645706, "loss_mask": 0.2817130023613572, "loss_maskiou": 0.006332532910164446, "loss_sem_seg": 0.31529511680128053, "lr": 0.01, "mask_rcnn/accuracy": 0.8446891473039432, "mask_rcnn/false_negative": 0.11817074642700591, "mask_rcnn/false_positive": 0.168032994809917, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.0, "time": 0.7066679429262877, "total_loss": 1.7456086110614706} {"data_time": 0.009242248721420765, "eta_seconds": 169340.64719307795, "iteration": 40359, "loss_fcos_cls": 0.29377152165398, "loss_fcos_ctr": 0.6269903038628399, "loss_fcos_loc": 0.21924145729281008, "loss_mask": 0.2855126913636923, "loss_maskiou": 0.006496716581750661, "loss_sem_seg": 0.31353142485022545, "lr": 0.01, "mask_rcnn/accuracy": 0.8696933306389416, "mask_rcnn/false_negative": 0.098488563620371, "mask_rcnn/false_positive": 0.13321691844177008, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7266933349892497, "total_loss": 1.7128732190612936} {"data_time": 0.009804400615394115, "eta_seconds": 169347.34881825652, "iteration": 40379, "loss_fcos_cls": 0.30400458234362304, "loss_fcos_ctr": 0.6263675829395652, "loss_fcos_loc": 0.21358593949116766, "loss_mask": 0.27018316742032766, "loss_maskiou": 0.0062941679352661595, "loss_sem_seg": 0.32393344515003264, "lr": 0.01, "mask_rcnn/accuracy": 0.8789948644718084, "mask_rcnn/false_negative": 0.11252322673910979, "mask_rcnn/false_positive": 0.11995637543970347, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.25, "time": 0.7428213795647025, "total_loss": 1.7292662218242185} {"data_time": 0.009394603781402111, "eta_seconds": 169348.72526891157, "iteration": 40399, "loss_fcos_cls": 0.3006104491651058, "loss_fcos_ctr": 0.6261571375653148, "loss_fcos_loc": 0.2193903966108337, "loss_mask": 0.28834109101444483, "loss_maskiou": 0.007448782285791822, "loss_sem_seg": 0.34430207684636116, "lr": 0.01, "mask_rcnn/accuracy": 0.865452707880328, "mask_rcnn/false_negative": 0.11392010267350014, "mask_rcnn/false_positive": 0.14646002836324618, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 40.75, "time": 0.7254656897857785, "total_loss": 1.799042380429455} {"data_time": 0.009115965105593204, "eta_seconds": 169467.48448900972, "iteration": 40419, "loss_fcos_cls": 0.2981452592648566, "loss_fcos_ctr": 0.6205924535170197, "loss_fcos_loc": 0.20606703939847648, "loss_mask": 0.277110343798995, "loss_maskiou": 0.006433370290324092, "loss_sem_seg": 0.3469061467330903, "lr": 0.01, "mask_rcnn/accuracy": 0.8799322534294245, "mask_rcnn/false_negative": 0.10900314056957225, "mask_rcnn/false_positive": 0.13057870504974517, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.25, "time": 0.7433263268321753, "total_loss": 1.7617981678049546} {"data_time": 0.010565073229372501, "eta_seconds": 169501.1752261389, "iteration": 40439, "loss_fcos_cls": 0.2940175491385162, "loss_fcos_ctr": 0.6264078263193369, "loss_fcos_loc": 0.2248428212478757, "loss_mask": 0.2860701302997768, "loss_maskiou": 0.006823282456025481, "loss_sem_seg": 0.3655339819379151, "lr": 0.01, "mask_rcnn/accuracy": 0.8514827806122449, "mask_rcnn/false_negative": 0.09176192634839252, "mask_rcnn/false_positive": 0.17328115431672433, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 40.25, "time": 0.735668521374464, "total_loss": 1.8136750012054108} {"data_time": 0.010604792274534702, "eta_seconds": 169437.95809362177, "iteration": 40459, "loss_fcos_cls": 0.283692094264552, "loss_fcos_ctr": 0.6233368311077356, "loss_fcos_loc": 0.21323409560136497, "loss_mask": 0.27931216126307845, "loss_maskiou": 0.006142104321043007, "loss_sem_seg": 0.355489993467927, "lr": 0.01, "mask_rcnn/accuracy": 0.8820142677715828, "mask_rcnn/false_negative": 0.10117228214463696, "mask_rcnn/false_positive": 0.1540882126985053, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.75, "time": 0.7230891650542617, "total_loss": 1.792612765530066} {"data_time": 0.00953677948564291, "eta_seconds": 169423.1948959278, "iteration": 40479, "loss_fcos_cls": 0.2876375101041049, "loss_fcos_ctr": 0.6234837900847197, "loss_fcos_loc": 0.21161250153090805, "loss_mask": 0.28494291193783283, "loss_maskiou": 0.0064812630153028294, "loss_sem_seg": 0.3359063174575567, "lr": 0.01, "mask_rcnn/accuracy": 0.8787495490620492, "mask_rcnn/false_negative": 0.10889658771837796, "mask_rcnn/false_positive": 0.14678001112576872, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7263785833492875, "total_loss": 1.7644993361027446} {"data_time": 0.010695547796785831, "eta_seconds": 169090.34227945842, "iteration": 40499, "loss_fcos_cls": 0.2960474113933742, "loss_fcos_ctr": 0.6256685936823487, "loss_fcos_loc": 0.2174236630089581, "loss_mask": 0.2838661642745137, "loss_maskiou": 0.007138990145904245, "loss_sem_seg": 0.3645623689517379, "lr": 0.01, "mask_rcnn/accuracy": 0.8720640283140283, "mask_rcnn/false_negative": 0.09074719248624746, "mask_rcnn/false_positive": 0.15636453103838283, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7217505630105734, "total_loss": 1.7832196626550285} {"data_time": 0.009578757919371128, "eta_seconds": 169393.66850053985, "iteration": 40519, "loss_fcos_cls": 0.3051398934330791, "loss_fcos_ctr": 0.6217920212075114, "loss_fcos_loc": 0.21018085186369717, "loss_mask": 0.29493143782019615, "loss_maskiou": 0.007097126013832167, "loss_sem_seg": 0.3123941598460078, "lr": 0.01, "mask_rcnn/accuracy": 0.8708340894497334, "mask_rcnn/false_negative": 0.09675250545389842, "mask_rcnn/false_positive": 0.16037422777813026, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.7404351960867643, "total_loss": 1.7254681641134084} {"data_time": 0.010466339066624641, "eta_seconds": 169060.87132425047, "iteration": 40539, "loss_fcos_cls": 0.29859034437686205, "loss_fcos_ctr": 0.6257006386294961, "loss_fcos_loc": 0.21750436956062913, "loss_mask": 0.2918198397383094, "loss_maskiou": 0.007100458140484989, "loss_sem_seg": 0.3255278179422021, "lr": 0.01, "mask_rcnn/accuracy": 0.8725907029478458, "mask_rcnn/false_negative": 0.10788452997017386, "mask_rcnn/false_positive": 0.1596876284672462, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7321169842034578, "total_loss": 1.7499078896798892} {"data_time": 0.00988474115729332, "eta_seconds": 169101.74550329614, "iteration": 40559, "loss_fcos_cls": 0.30194760020822287, "loss_fcos_ctr": 0.6224518329836428, "loss_fcos_loc": 0.21498815692029893, "loss_mask": 0.2824466601014137, "loss_maskiou": 0.007217564474558458, "loss_sem_seg": 0.32695369608700275, "lr": 0.01, "mask_rcnn/accuracy": 0.8739022051128144, "mask_rcnn/false_negative": 0.12363541886105868, "mask_rcnn/false_positive": 0.15083000132073426, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.25, "time": 0.7395126093178988, "total_loss": 1.763413371234492} {"data_time": 0.009734626859426498, "eta_seconds": 169031.40036904253, "iteration": 40579, "loss_fcos_cls": 0.3018963874783367, "loss_fcos_ctr": 0.6230983091518283, "loss_fcos_loc": 0.21157348901033401, "loss_mask": 0.27661512698978186, "loss_maskiou": 0.006909490970429033, "loss_sem_seg": 0.3686918602325022, "lr": 0.01, "mask_rcnn/accuracy": 0.8708593060172665, "mask_rcnn/false_negative": 0.08442943190502633, "mask_rcnn/false_positive": 0.19094938879651713, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7410487495362759, "total_loss": 1.7884647417522501} {"data_time": 0.008898456580936909, "eta_seconds": 168952.59299802873, "iteration": 40599, "loss_fcos_cls": 0.30910570500418544, "loss_fcos_ctr": 0.6251832009293139, "loss_fcos_loc": 0.2279371959157288, "loss_mask": 0.29300925601273775, "loss_maskiou": 0.0074697754680528305, "loss_sem_seg": 0.406555384863168, "lr": 0.01, "mask_rcnn/accuracy": 0.8809821289399558, "mask_rcnn/false_negative": 0.10717965748694118, "mask_rcnn/false_positive": 0.15810015582772724, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 32.5, "time": 0.7375828232616186, "total_loss": 1.8346030895991134} {"data_time": 0.009775817394256592, "eta_seconds": 169319.29302111454, "iteration": 40619, "loss_fcos_cls": 0.290040438529104, "loss_fcos_ctr": 0.6253584884107113, "loss_fcos_loc": 0.22265140642412007, "loss_mask": 0.2920851921662688, "loss_maskiou": 0.006353166623739526, "loss_sem_seg": 0.33215345814824104, "lr": 0.01, "mask_rcnn/accuracy": 0.8710376618887119, "mask_rcnn/false_negative": 0.1078116556022761, "mask_rcnn/false_positive": 0.1459152904066206, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.7596177142113447, "total_loss": 1.7841919654019875} {"data_time": 0.009227345697581768, "eta_seconds": 169174.7869229475, "iteration": 40639, "loss_fcos_cls": 0.28596528922207654, "loss_fcos_ctr": 0.6235047103837132, "loss_fcos_loc": 0.21980778605211526, "loss_mask": 0.2901783920824528, "loss_maskiou": 0.006044478160220024, "loss_sem_seg": 0.3261024164967239, "lr": 0.01, "mask_rcnn/accuracy": 0.8979108193054848, "mask_rcnn/false_negative": 0.09189023796084697, "mask_rcnn/false_positive": 0.13624040747218408, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.75, "time": 0.7155974488705397, "total_loss": 1.7664720874308841} {"data_time": 0.010244038887321949, "eta_seconds": 169289.76672329195, "iteration": 40659, "loss_fcos_cls": 0.28782001696527004, "loss_fcos_ctr": 0.6229536575265229, "loss_fcos_loc": 0.22427569146384485, "loss_mask": 0.29288895707577467, "loss_maskiou": 0.006397340053808875, "loss_sem_seg": 0.317444889806211, "lr": 0.01, "mask_rcnn/accuracy": 0.8894202904914117, "mask_rcnn/false_negative": 0.10047138257171892, "mask_rcnn/false_positive": 0.14542207849137098, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.75, "time": 0.7531102849170566, "total_loss": 1.7482792686932953} {"data_time": 0.010148991830646992, "eta_seconds": 169180.75133838505, "iteration": 40679, "loss_fcos_cls": 0.2791934405686334, "loss_fcos_ctr": 0.6218971097841859, "loss_fcos_loc": 0.21631022973451763, "loss_mask": 0.28117268066853285, "loss_maskiou": 0.006408795508832554, "loss_sem_seg": 0.32662102091126144, "lr": 0.01, "mask_rcnn/accuracy": 0.872586658732972, "mask_rcnn/false_negative": 0.10997792201247014, "mask_rcnn/false_positive": 0.16110671159007522, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7383871702477336, "total_loss": 1.7541957850626204} {"data_time": 0.010489433072507381, "eta_seconds": 169260.24042546935, "iteration": 40699, "loss_fcos_cls": 0.3029020649846643, "loss_fcos_ctr": 0.6207246612757444, "loss_fcos_loc": 0.20650612888857722, "loss_mask": 0.2846705485135317, "loss_maskiou": 0.006553855171659961, "loss_sem_seg": 0.3574128148611635, "lr": 0.01, "mask_rcnn/accuracy": 0.8634126203358865, "mask_rcnn/false_negative": 0.0806140507011125, "mask_rcnn/false_positive": 0.1610446816567472, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.0, "time": 0.7324710665270686, "total_loss": 1.802197659999365} {"data_time": 0.009924938902258873, "eta_seconds": 169258.74183058832, "iteration": 40719, "loss_fcos_cls": 0.297551424941048, "loss_fcos_ctr": 0.6264529153704643, "loss_fcos_loc": 0.2215031604282558, "loss_mask": 0.2812218675389886, "loss_maskiou": 0.0065610166057012975, "loss_sem_seg": 0.33102165441960096, "lr": 0.01, "mask_rcnn/accuracy": 0.8718117868840658, "mask_rcnn/false_negative": 0.09478956076140056, "mask_rcnn/false_positive": 0.1577600770756396, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.5, "time": 0.7269161641597748, "total_loss": 1.7371162905183155} {"data_time": 0.012351932004094124, "eta_seconds": 169218.0099289324, "iteration": 40739, "loss_fcos_cls": 0.3034497294574976, "loss_fcos_ctr": 0.6209018365480006, "loss_fcos_loc": 0.21604208345524967, "loss_mask": 0.27812015311792493, "loss_maskiou": 0.006391706396243535, "loss_sem_seg": 0.3598144161514938, "lr": 0.01, "mask_rcnn/accuracy": 0.8718602825745683, "mask_rcnn/false_negative": 0.12423708452193595, "mask_rcnn/false_positive": 0.15712029702859764, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.728336893953383, "total_loss": 1.77463709442236} {"data_time": 0.009847777895629406, "eta_seconds": 169203.24788829498, "iteration": 40759, "loss_fcos_cls": 0.29808959388174117, "loss_fcos_ctr": 0.6221136199310422, "loss_fcos_loc": 0.21460755640873685, "loss_mask": 0.28203130792826414, "loss_maskiou": 0.006558586093888152, "loss_sem_seg": 0.33903744304552674, "lr": 0.01, "mask_rcnn/accuracy": 0.8610476039730961, "mask_rcnn/false_negative": 0.10444625719526496, "mask_rcnn/false_positive": 0.13859187951995736, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.75, "time": 0.7320951344445348, "total_loss": 1.7535321273680893} {"data_time": 0.009219439700245857, "eta_seconds": 168946.26075556967, "iteration": 40779, "loss_fcos_cls": 0.3030828391201794, "loss_fcos_ctr": 0.6237986441701651, "loss_fcos_loc": 0.22220034210477024, "loss_mask": 0.2787234839051962, "loss_maskiou": 0.006630266710999422, "loss_sem_seg": 0.36570315062999725, "lr": 0.01, "mask_rcnn/accuracy": 0.8959483931383905, "mask_rcnn/false_negative": 0.08551074551264781, "mask_rcnn/false_positive": 0.1251374611732955, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7416518004611135, "total_loss": 1.8066032143542543} {"data_time": 0.00934127252548933, "eta_seconds": 168910.10916462354, "iteration": 40799, "loss_fcos_cls": 0.30494874296709895, "loss_fcos_ctr": 0.6241440735757351, "loss_fcos_loc": 0.21397986146621406, "loss_mask": 0.27898480789735913, "loss_maskiou": 0.006710886082146317, "loss_sem_seg": 0.31758498353883624, "lr": 0.01, "mask_rcnn/accuracy": 0.8791428543568865, "mask_rcnn/false_negative": 0.10577907732759428, "mask_rcnn/false_positive": 0.13953473333656657, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.5, "time": 0.7439435692504048, "total_loss": 1.721449992241105} {"data_time": 0.009320175275206566, "eta_seconds": 168966.97652806249, "iteration": 40819, "loss_fcos_cls": 0.2915413356386125, "loss_fcos_ctr": 0.6200124868191779, "loss_fcos_loc": 0.207426602486521, "loss_mask": 0.2661088053137064, "loss_maskiou": 0.006091686580475653, "loss_sem_seg": 0.31590675935149193, "lr": 0.01, "mask_rcnn/accuracy": 0.8787990991887641, "mask_rcnn/false_negative": 0.09222127425943914, "mask_rcnn/false_positive": 0.16168629726846234, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.75, "time": 0.7415877087041736, "total_loss": 1.700080468392116} {"data_time": 0.00969413761049509, "eta_seconds": 168880.63108919375, "iteration": 40839, "loss_fcos_cls": 0.3075791085138917, "loss_fcos_ctr": 0.6254255576059222, "loss_fcos_loc": 0.2233439653646201, "loss_mask": 0.28147891350090504, "loss_maskiou": 0.007340233540162444, "loss_sem_seg": 0.3621500968001783, "lr": 0.01, "mask_rcnn/accuracy": 0.8840635939501751, "mask_rcnn/false_negative": 0.07620877045743207, "mask_rcnn/false_positive": 0.12951140096643218, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7227551387622952, "total_loss": 1.8085340155812446} {"data_time": 0.0105325011536479, "eta_seconds": 168825.10368258692, "iteration": 40859, "loss_fcos_cls": 0.26724615751300007, "loss_fcos_ctr": 0.6231282837688923, "loss_fcos_loc": 0.20855949097312987, "loss_mask": 0.28630985505878925, "loss_maskiou": 0.0064896876574493945, "loss_sem_seg": 0.31633686972782016, "lr": 0.01, "mask_rcnn/accuracy": 0.8753277468092844, "mask_rcnn/false_negative": 0.08995303564191653, "mask_rcnn/false_positive": 0.16902055737375238, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.75, "time": 0.7275554062798619, "total_loss": 1.7320017649035435} {"data_time": 0.009646797552704811, "eta_seconds": 168851.15301376395, "iteration": 40879, "loss_fcos_cls": 0.2926477431319654, "loss_fcos_ctr": 0.6238504890352488, "loss_fcos_loc": 0.22412410168908536, "loss_mask": 0.2765566795133054, "loss_maskiou": 0.006653341435594484, "loss_sem_seg": 0.3260047831572592, "lr": 0.01, "mask_rcnn/accuracy": 0.8615796262325155, "mask_rcnn/false_negative": 0.10585462057325025, "mask_rcnn/false_positive": 0.16804232055168325, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.5, "time": 0.7378009306266904, "total_loss": 1.7422914598500938} {"data_time": 0.010015781037509441, "eta_seconds": 168836.41397604905, "iteration": 40899, "loss_fcos_cls": 0.31575101613998413, "loss_fcos_ctr": 0.6233779937028885, "loss_fcos_loc": 0.2174303694628179, "loss_mask": 0.2869624635204673, "loss_maskiou": 0.006647739755862858, "loss_sem_seg": 0.35230348887853324, "lr": 0.01, "mask_rcnn/accuracy": 0.8863151392632524, "mask_rcnn/false_negative": 0.09329608289372524, "mask_rcnn/false_positive": 0.13019747715691388, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7396853044629097, "total_loss": 1.8241084429391776} {"data_time": 0.010297193191945553, "eta_seconds": 168968.15476536565, "iteration": 40919, "loss_fcos_cls": 0.3115014089271426, "loss_fcos_ctr": 0.6226957384496927, "loss_fcos_loc": 0.2176217955420725, "loss_mask": 0.2939852951094508, "loss_maskiou": 0.007239454207592644, "loss_sem_seg": 0.3818188630975783, "lr": 0.01, "mask_rcnn/accuracy": 0.8773351648351648, "mask_rcnn/false_negative": 0.0909748486442924, "mask_rcnn/false_positive": 0.15833967013248246, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7605700911954045, "total_loss": 1.8195016167956055} {"data_time": 0.009341497905552387, "eta_seconds": 169070.38952255808, "iteration": 40939, "loss_fcos_cls": 0.320626720553264, "loss_fcos_ctr": 0.6249836264178157, "loss_fcos_loc": 0.22506964579224586, "loss_mask": 0.29125505313277245, "loss_maskiou": 0.007093332023941912, "loss_sem_seg": 0.3601620059926063, "lr": 0.01, "mask_rcnn/accuracy": 0.8683401485594238, "mask_rcnn/false_negative": 0.09722326444582614, "mask_rcnn/false_positive": 0.13633796781993085, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 41.25, "time": 0.7446159375831485, "total_loss": 1.8257369525381364} {"data_time": 0.010456969030201435, "eta_seconds": 169068.3194896225, "iteration": 40959, "loss_fcos_cls": 0.3136854958720505, "loss_fcos_ctr": 0.6231620763428509, "loss_fcos_loc": 0.21355450514238328, "loss_mask": 0.28175842575728893, "loss_maskiou": 0.0066256719146622345, "loss_sem_seg": 0.3593973566312343, "lr": 0.01, "mask_rcnn/accuracy": 0.8705704997542429, "mask_rcnn/false_negative": 0.10272453828824268, "mask_rcnn/false_positive": 0.14205433842028248, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.0, "time": 0.7393549187108874, "total_loss": 1.7889784025028348} {"data_time": 0.010262012481689453, "eta_seconds": 169040.8654412832, "iteration": 40979, "loss_fcos_cls": 0.28368064109236, "loss_fcos_ctr": 0.6240741778165102, "loss_fcos_loc": 0.22097579785622656, "loss_mask": 0.2801229180768132, "loss_maskiou": 0.006426390842534602, "loss_sem_seg": 0.33806584775447845, "lr": 0.01, "mask_rcnn/accuracy": 0.8673838743991805, "mask_rcnn/false_negative": 0.11737009840390573, "mask_rcnn/false_positive": 0.14589333681037703, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.5, "time": 0.7172477813437581, "total_loss": 1.7591137554554734} {"data_time": 0.009748142212629318, "eta_seconds": 168883.83420645166, "iteration": 40999, "loss_fcos_cls": 0.31590361217968166, "loss_fcos_ctr": 0.6260027806274593, "loss_fcos_loc": 0.22524873865768313, "loss_mask": 0.29442159458994865, "loss_maskiou": 0.00667520918068476, "loss_sem_seg": 0.3493730197660625, "lr": 0.01, "mask_rcnn/accuracy": 0.8616759203681472, "mask_rcnn/false_negative": 0.12189490561294614, "mask_rcnn/false_positive": 0.1461180968650286, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.727917505428195, "total_loss": 1.8435793593525887} {"data_time": 0.009699084796011448, "eta_seconds": 168991.83618873172, "iteration": 41019, "loss_fcos_cls": 0.29443277907557786, "loss_fcos_ctr": 0.621071430388838, "loss_fcos_loc": 0.21176761121023446, "loss_mask": 0.27179257152602077, "loss_maskiou": 0.006457653336838121, "loss_sem_seg": 0.31918938597664237, "lr": 0.01, "mask_rcnn/accuracy": 0.8929963710836447, "mask_rcnn/false_negative": 0.10286296029499234, "mask_rcnn/false_positive": 0.1468156122622401, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7458553817123175, "total_loss": 1.7347556646491284} {"data_time": 0.009785744361579418, "eta_seconds": 168902.26586037036, "iteration": 41039, "loss_fcos_cls": 0.2824026281014085, "loss_fcos_ctr": 0.6245940532535315, "loss_fcos_loc": 0.21353889111196622, "loss_mask": 0.28784824162721634, "loss_maskiou": 0.0068679059913847595, "loss_sem_seg": 0.3458057679235935, "lr": 0.01, "mask_rcnn/accuracy": 0.8645082353593612, "mask_rcnn/false_negative": 0.09835088403824385, "mask_rcnn/false_positive": 0.15205282501888523, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.0, "time": 0.7295208666473627, "total_loss": 1.7761254783545155} {"data_time": 0.01051485724747181, "eta_seconds": 168887.5120581193, "iteration": 41059, "loss_fcos_cls": 0.3017045415472239, "loss_fcos_ctr": 0.6238526590168476, "loss_fcos_loc": 0.21892629971262068, "loss_mask": 0.28797296714037657, "loss_maskiou": 0.007060647803882603, "loss_sem_seg": 0.34675618121400476, "lr": 0.01, "mask_rcnn/accuracy": 0.8545644829023518, "mask_rcnn/false_negative": 0.1033468389284561, "mask_rcnn/false_positive": 0.1932702324958837, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.75, "time": 0.7466234285384417, "total_loss": 1.768753762502456} {"data_time": 0.010077002458274364, "eta_seconds": 168947.5551777687, "iteration": 41079, "loss_fcos_cls": 0.3040584574919194, "loss_fcos_ctr": 0.6229621008969843, "loss_fcos_loc": 0.21534748538397253, "loss_mask": 0.29894111678004265, "loss_maskiou": 0.0073574473353801295, "loss_sem_seg": 0.32764518982730806, "lr": 0.01, "mask_rcnn/accuracy": 0.8651668575593503, "mask_rcnn/false_negative": 0.09887534761460645, "mask_rcnn/false_positive": 0.1542118148757435, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.7379121659323573, "total_loss": 1.7899212937772973} {"data_time": 0.009657916612923145, "eta_seconds": 168978.2200171994, "iteration": 41099, "loss_fcos_cls": 0.3034311239607632, "loss_fcos_ctr": 0.6230059145018458, "loss_fcos_loc": 0.21763214794918895, "loss_mask": 0.2910578204318881, "loss_maskiou": 0.006886876173666678, "loss_sem_seg": 0.33172600343823433, "lr": 0.01, "mask_rcnn/accuracy": 0.8917712808807734, "mask_rcnn/false_negative": 0.09702618077728778, "mask_rcnn/false_positive": 0.1317872099453299, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.0, "time": 0.7251498317345977, "total_loss": 1.7849741263344185} {"data_time": 0.01001833751797676, "eta_seconds": 168918.03450379334, "iteration": 41119, "loss_fcos_cls": 0.30732953548431396, "loss_fcos_ctr": 0.6235361453145742, "loss_fcos_loc": 0.22137126815505326, "loss_mask": 0.2867060508579016, "loss_maskiou": 0.00663453848392237, "loss_sem_seg": 0.31397812999784946, "lr": 0.01, "mask_rcnn/accuracy": 0.8889101500990007, "mask_rcnn/false_negative": 0.08608226296954208, "mask_rcnn/false_positive": 0.14595340847347493, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.7477387702092528, "total_loss": 1.7474860726870247} {"data_time": 0.01060817763209343, "eta_seconds": 168828.496849115, "iteration": 41139, "loss_fcos_cls": 0.29788930900394917, "loss_fcos_ctr": 0.6252260357141495, "loss_fcos_loc": 0.22418231004849076, "loss_mask": 0.29069328494369984, "loss_maskiou": 0.0069133514843997546, "loss_sem_seg": 0.30074701830744743, "lr": 0.01, "mask_rcnn/accuracy": 0.8732696406484672, "mask_rcnn/false_negative": 0.11326410400635231, "mask_rcnn/false_positive": 0.13998776348661496, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7289772862568498, "total_loss": 1.7316920252342243} {"data_time": 0.010236582718789577, "eta_seconds": 168843.69730975013, "iteration": 41159, "loss_fcos_cls": 0.29012866457924247, "loss_fcos_ctr": 0.6211955174803734, "loss_fcos_loc": 0.2126089057419449, "loss_mask": 0.2734725303016603, "loss_maskiou": 0.0072521216061431915, "loss_sem_seg": 0.30800132686272264, "lr": 0.01, "mask_rcnn/accuracy": 0.8813891628079804, "mask_rcnn/false_negative": 0.10298645628797634, "mask_rcnn/false_positive": 0.13838885624275346, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.75069669354707, "total_loss": 1.7222742446901975} {"data_time": 0.009670428931713104, "eta_seconds": 168776.3810249027, "iteration": 41179, "loss_fcos_cls": 0.2927506596315652, "loss_fcos_ctr": 0.6224370924755931, "loss_fcos_loc": 0.21266742516309023, "loss_mask": 0.2846786603331566, "loss_maskiou": 0.006600316453841515, "loss_sem_seg": 0.35403059190139174, "lr": 0.01, "mask_rcnn/accuracy": 0.8648896147822898, "mask_rcnn/false_negative": 0.12393069313976707, "mask_rcnn/false_positive": 0.1341401570094814, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7389995204284787, "total_loss": 1.7717768355287262} {"data_time": 0.01025468111038208, "eta_seconds": 168858.99315584265, "iteration": 41199, "loss_fcos_cls": 0.29173186339903623, "loss_fcos_ctr": 0.6227174513041973, "loss_fcos_loc": 0.2179300240240991, "loss_mask": 0.2815745947882533, "loss_maskiou": 0.006765643207472749, "loss_sem_seg": 0.31443544710054994, "lr": 0.01, "mask_rcnn/accuracy": 0.8830508529169243, "mask_rcnn/false_negative": 0.08649607535321821, "mask_rcnn/false_positive": 0.14321987688191154, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7529603345319629, "total_loss": 1.741694384094444} {"data_time": 0.010169577784836292, "eta_seconds": 169039.60529048275, "iteration": 41219, "loss_fcos_cls": 0.30434600403532386, "loss_fcos_ctr": 0.6235376568511128, "loss_fcos_loc": 0.21940560941584408, "loss_mask": 0.27406137995421886, "loss_maskiou": 0.006895389051351231, "loss_sem_seg": 0.3571313340216875, "lr": 0.01, "mask_rcnn/accuracy": 0.8895998150546668, "mask_rcnn/false_negative": 0.10138389383734908, "mask_rcnn/false_positive": 0.11767706092192179, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7476158142089844, "total_loss": 1.8022354315035045} {"data_time": 0.010520282201468945, "eta_seconds": 168941.03690196853, "iteration": 41239, "loss_fcos_cls": 0.28843455482274294, "loss_fcos_ctr": 0.6244942937046289, "loss_fcos_loc": 0.21963617391884327, "loss_mask": 0.2897224435582757, "loss_maskiou": 0.00704268499976024, "loss_sem_seg": 0.33005570620298386, "lr": 0.01, "mask_rcnn/accuracy": 0.8771960602802994, "mask_rcnn/false_negative": 0.09896372661403835, "mask_rcnn/false_positive": 0.13204366972780285, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.5, "time": 0.7317021861672401, "total_loss": 1.7910015759262023} {"data_time": 0.010565802454948425, "eta_seconds": 168926.26681118365, "iteration": 41259, "loss_fcos_cls": 0.2985506171826273, "loss_fcos_ctr": 0.6218542074784636, "loss_fcos_loc": 0.21255441894754767, "loss_mask": 0.2816375782713294, "loss_maskiou": 0.0067809600914188195, "loss_sem_seg": 0.35508042355650105, "lr": 0.01, "mask_rcnn/accuracy": 0.8735005162779397, "mask_rcnn/false_negative": 0.09491165430697121, "mask_rcnn/false_positive": 0.15091692466110523, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7427848726511002, "total_loss": 1.7792430746048922} {"data_time": 0.0102693447843194, "eta_seconds": 169062.7777226707, "iteration": 41279, "loss_fcos_cls": 0.2875903001986444, "loss_fcos_ctr": 0.6243550940416753, "loss_fcos_loc": 0.2188226226135157, "loss_mask": 0.2898681638762355, "loss_maskiou": 0.006521629824419506, "loss_sem_seg": 0.32407324435189366, "lr": 0.01, "mask_rcnn/accuracy": 0.8831159311015047, "mask_rcnn/false_negative": 0.09112517771977231, "mask_rcnn/false_positive": 0.1376093652649914, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.75, "time": 0.7458966644480824, "total_loss": 1.7444053484650794} {"data_time": 0.01028610672801733, "eta_seconds": 168980.4956248058, "iteration": 41299, "loss_fcos_cls": 0.2843125881627202, "loss_fcos_ctr": 0.6235070386901498, "loss_fcos_loc": 0.21024750429205596, "loss_mask": 0.280240879394114, "loss_maskiou": 0.006358178194204811, "loss_sem_seg": 0.31750211911275983, "lr": 0.01, "mask_rcnn/accuracy": 0.8918263183547688, "mask_rcnn/false_negative": 0.09807162084161344, "mask_rcnn/false_positive": 0.11672552264515772, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7289242213591933, "total_loss": 1.7305773885309463} {"data_time": 0.009801886044442654, "eta_seconds": 168947.13671071082, "iteration": 41319, "loss_fcos_cls": 0.2848252528347075, "loss_fcos_ctr": 0.6239448357373476, "loss_fcos_loc": 0.22143974085338414, "loss_mask": 0.28709991415962577, "loss_maskiou": 0.006290079065365717, "loss_sem_seg": 0.3733162977732718, "lr": 0.01, "mask_rcnn/accuracy": 0.862321505178648, "mask_rcnn/false_negative": 0.1028932357565122, "mask_rcnn/false_positive": 0.1650473989515463, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 33.25, "time": 0.736312004737556, "total_loss": 1.7980547380793723} {"data_time": 0.009528674185276031, "eta_seconds": 169013.54976851586, "iteration": 41339, "loss_fcos_cls": 0.30183411622419953, "loss_fcos_ctr": 0.623732989653945, "loss_fcos_loc": 0.22214604122564197, "loss_mask": 0.2851455919444561, "loss_maskiou": 0.006937361555173993, "loss_sem_seg": 0.3415229022502899, "lr": 0.01, "mask_rcnn/accuracy": 0.8704900478710003, "mask_rcnn/false_negative": 0.1200289928930386, "mask_rcnn/false_positive": 0.14482905119972697, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.25, "time": 0.7356738187372684, "total_loss": 1.748043241990672} {"data_time": 0.010125167667865753, "eta_seconds": 169045.3880624501, "iteration": 41359, "loss_fcos_cls": 0.3027251419844106, "loss_fcos_ctr": 0.626772116869688, "loss_fcos_loc": 0.2260149591602385, "loss_mask": 0.269956074655056, "loss_maskiou": 0.006079144593968522, "loss_sem_seg": 0.3403425086289644, "lr": 0.01, "mask_rcnn/accuracy": 0.8625351782707908, "mask_rcnn/false_negative": 0.1043480020651201, "mask_rcnn/false_positive": 0.1861574849820899, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 40.5, "time": 0.7542800642549992, "total_loss": 1.7932311990880407} {"data_time": 0.010350969620049, "eta_seconds": 169024.91187209543, "iteration": 41379, "loss_fcos_cls": 0.28670093044638634, "loss_fcos_ctr": 0.62552241794765, "loss_fcos_loc": 0.21432437817566097, "loss_mask": 0.2871991991996765, "loss_maskiou": 0.0068685428668686654, "loss_sem_seg": 0.337536642793566, "lr": 0.01, "mask_rcnn/accuracy": 0.8833653797339831, "mask_rcnn/false_negative": 0.10228312980298941, "mask_rcnn/false_positive": 0.1328419109556358, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7351508866995573, "total_loss": 1.7791678690700792} {"data_time": 0.010389648377895355, "eta_seconds": 169018.22182159126, "iteration": 41399, "loss_fcos_cls": 0.2860970199108124, "loss_fcos_ctr": 0.6243970254436135, "loss_fcos_loc": 0.22079341835342348, "loss_mask": 0.3002342376857996, "loss_maskiou": 0.007234622768010013, "loss_sem_seg": 0.32316945237107575, "lr": 0.01, "mask_rcnn/accuracy": 0.8579391399416909, "mask_rcnn/false_negative": 0.10496656832381114, "mask_rcnn/false_positive": 0.16274580050292248, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.0, "time": 0.7542678033933043, "total_loss": 1.757141664653318} {"data_time": 0.009903140366077423, "eta_seconds": 169001.0271504363, "iteration": 41419, "loss_fcos_cls": 0.28904859675094485, "loss_fcos_ctr": 0.6216977071017027, "loss_fcos_loc": 0.21043611643835902, "loss_mask": 0.27861273288726807, "loss_maskiou": 0.006171023036586121, "loss_sem_seg": 0.3308444879949093, "lr": 0.01, "mask_rcnn/accuracy": 0.8864875637755103, "mask_rcnn/false_negative": 0.10078253829493417, "mask_rcnn/false_positive": 0.14669155687621827, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.741538479924202, "total_loss": 1.7883815024251817} {"data_time": 0.010303236544132233, "eta_seconds": 168939.8132600421, "iteration": 41439, "loss_fcos_cls": 0.2960272044874728, "loss_fcos_ctr": 0.6227085590362549, "loss_fcos_loc": 0.20394805446267128, "loss_mask": 0.28543608263134956, "loss_maskiou": 0.006818267225753516, "loss_sem_seg": 0.3259707330726087, "lr": 0.01, "mask_rcnn/accuracy": 0.8809732335989037, "mask_rcnn/false_negative": 0.09059562107238105, "mask_rcnn/false_positive": 0.14598614900195087, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.25, "time": 0.7342182444408536, "total_loss": 1.7449487313642749} {"data_time": 0.010049542412161827, "eta_seconds": 168973.86027763784, "iteration": 41459, "loss_fcos_cls": 0.2973889672430232, "loss_fcos_ctr": 0.6244955360889435, "loss_fcos_loc": 0.2220038694795221, "loss_mask": 0.28567770682275295, "loss_maskiou": 0.006488121871370822, "loss_sem_seg": 0.3173258467577398, "lr": 0.01, "mask_rcnn/accuracy": 0.8704172802842067, "mask_rcnn/false_negative": 0.11777202550092225, "mask_rcnn/false_positive": 0.1498668117052669, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7488718442618847, "total_loss": 1.7947977915318916} {"data_time": 0.010560878552496433, "eta_seconds": 169002.94541870523, "iteration": 41479, "loss_fcos_cls": 0.277577789966017, "loss_fcos_ctr": 0.6217992734164, "loss_fcos_loc": 0.21675848122686148, "loss_mask": 0.2800778141245246, "loss_maskiou": 0.0064346398212364875, "loss_sem_seg": 0.31930124945938587, "lr": 0.01, "mask_rcnn/accuracy": 0.8769150547424357, "mask_rcnn/false_negative": 0.10065212599192087, "mask_rcnn/false_positive": 0.1266026383974271, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.5, "time": 0.7392807155847549, "total_loss": 1.7265032421710202} {"data_time": 0.010534549131989479, "eta_seconds": 168963.99216153938, "iteration": 41499, "loss_fcos_cls": 0.28962087584659457, "loss_fcos_ctr": 0.6240234132856131, "loss_fcos_loc": 0.21632784663233906, "loss_mask": 0.29063031543046236, "loss_maskiou": 0.00705401498998981, "loss_sem_seg": 0.3135637450031936, "lr": 0.01, "mask_rcnn/accuracy": 0.8527595484935352, "mask_rcnn/false_negative": 0.10630973085680555, "mask_rcnn/false_positive": 0.18157012659458033, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 42.0, "time": 0.7302740244194865, "total_loss": 1.7689285092346836} {"data_time": 0.010100404731929302, "eta_seconds": 168927.09229707997, "iteration": 41519, "loss_fcos_cls": 0.30159835517406464, "loss_fcos_ctr": 0.6253005964681506, "loss_fcos_loc": 0.2159514536615461, "loss_mask": 0.29160095285624266, "loss_maskiou": 0.007121220463886857, "loss_sem_seg": 0.28390960954129696, "lr": 0.01, "mask_rcnn/accuracy": 0.8722036245328171, "mask_rcnn/false_negative": 0.09593246493346905, "mask_rcnn/false_positive": 0.15006470009963652, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.25, "time": 0.7310947710648179, "total_loss": 1.7329766145339818} {"data_time": 0.01034108828753233, "eta_seconds": 168906.62008831557, "iteration": 41539, "loss_fcos_cls": 0.2908093314617872, "loss_fcos_ctr": 0.6221922244876623, "loss_fcos_loc": 0.2142553845187649, "loss_mask": 0.2849573092535138, "loss_maskiou": 0.006441198289394379, "loss_sem_seg": 0.3358631758019328, "lr": 0.01, "mask_rcnn/accuracy": 0.8792153020435356, "mask_rcnn/false_negative": 0.11992359815101018, "mask_rcnn/false_positive": 0.11751302321973067, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7297195438295603, "total_loss": 1.7717536258860491} {"data_time": 0.009424025192856789, "eta_seconds": 168897.51835573744, "iteration": 41559, "loss_fcos_cls": 0.29120528302155435, "loss_fcos_ctr": 0.6226907246746123, "loss_fcos_loc": 0.22248929948545992, "loss_mask": 0.2741595017723739, "loss_maskiou": 0.006707905951770954, "loss_sem_seg": 0.3406971371732652, "lr": 0.01, "mask_rcnn/accuracy": 0.88686046967603, "mask_rcnn/false_negative": 0.11158829500512678, "mask_rcnn/false_positive": 0.14156724280959257, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7501697642728686, "total_loss": 1.765947691805195} {"data_time": 0.010225570760667324, "eta_seconds": 168877.0471423706, "iteration": 41579, "loss_fcos_cls": 0.29683544719591737, "loss_fcos_ctr": 0.6220948230475187, "loss_fcos_loc": 0.21536856377497315, "loss_mask": 0.28782635228708386, "loss_maskiou": 0.007293663773452863, "loss_sem_seg": 0.31290892930701375, "lr": 0.01, "mask_rcnn/accuracy": 0.8803255736256768, "mask_rcnn/false_negative": 0.10933214981591612, "mask_rcnn/false_positive": 0.1346972873966238, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7410027394071221, "total_loss": 1.7849715873308014} {"data_time": 0.010323549620807171, "eta_seconds": 168854.52188471518, "iteration": 41599, "loss_fcos_cls": 0.2931938625406474, "loss_fcos_ctr": 0.6243315180763602, "loss_fcos_loc": 0.2203548240941018, "loss_mask": 0.2910305466502905, "loss_maskiou": 0.0072855090838856995, "loss_sem_seg": 0.3252217089757323, "lr": 0.01, "mask_rcnn/accuracy": 0.8699044166847066, "mask_rcnn/false_negative": 0.10460541811278606, "mask_rcnn/false_positive": 0.1209976322035953, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 30.5, "time": 0.7301832213997841, "total_loss": 1.7774946567587904} {"data_time": 0.010057802312076092, "eta_seconds": 168769.03177114483, "iteration": 41619, "loss_fcos_cls": 0.29416034487076104, "loss_fcos_ctr": 0.6236978508532047, "loss_fcos_loc": 0.2189429544378072, "loss_mask": 0.30733704566955566, "loss_maskiou": 0.007064591365633532, "loss_sem_seg": 0.3422162258066237, "lr": 0.01, "mask_rcnn/accuracy": 0.892130557580175, "mask_rcnn/false_negative": 0.10001173191257143, "mask_rcnn/false_positive": 0.14618051390103481, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.25, "time": 0.7401364594697952, "total_loss": 1.7702801791019738} {"data_time": 0.009843247942626476, "eta_seconds": 168754.25216760766, "iteration": 41639, "loss_fcos_cls": 0.31246577273122966, "loss_fcos_ctr": 0.621594880707562, "loss_fcos_loc": 0.21777814824599773, "loss_mask": 0.28980690240859985, "loss_maskiou": 0.0063807114129303955, "loss_sem_seg": 0.33991118613630533, "lr": 0.01, "mask_rcnn/accuracy": 0.8862205830426629, "mask_rcnn/false_negative": 0.10732525681536673, "mask_rcnn/false_positive": 0.1386789148719484, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 41.5, "time": 0.7343745045363903, "total_loss": 1.751853579269664} {"data_time": 0.009962329640984535, "eta_seconds": 168690.14946921542, "iteration": 41659, "loss_fcos_cls": 0.3040386810898781, "loss_fcos_ctr": 0.6242399383336306, "loss_fcos_loc": 0.2129890772048384, "loss_mask": 0.28216513711959124, "loss_maskiou": 0.006358962404192425, "loss_sem_seg": 0.36623864294961095, "lr": 0.01, "mask_rcnn/accuracy": 0.8894829306181347, "mask_rcnn/false_negative": 0.10291701805866124, "mask_rcnn/false_positive": 0.1064532877052399, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7338854307308793, "total_loss": 1.8083031360729365} {"data_time": 0.009237642399966717, "eta_seconds": 168647.23270390648, "iteration": 41679, "loss_fcos_cls": 0.2963759978301823, "loss_fcos_ctr": 0.626123339869082, "loss_fcos_loc": 0.2217237465083599, "loss_mask": 0.2831423794850707, "loss_maskiou": 0.006515433771710377, "loss_sem_seg": 0.364663872634992, "lr": 0.01, "mask_rcnn/accuracy": 0.8693597993059012, "mask_rcnn/false_negative": 0.09977268973677351, "mask_rcnn/false_positive": 0.15446986445055846, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 39.0, "time": 0.7167714135721326, "total_loss": 1.795289506088011} {"data_time": 0.010590165853500366, "eta_seconds": 168554.6458074553, "iteration": 41699, "loss_fcos_cls": 0.2930446424288675, "loss_fcos_ctr": 0.622540045529604, "loss_fcos_loc": 0.2118246068712324, "loss_mask": 0.2755623054690659, "loss_maskiou": 0.006807775338529609, "loss_sem_seg": 0.3544989163056016, "lr": 0.01, "mask_rcnn/accuracy": 0.8784202512014458, "mask_rcnn/false_negative": 0.10677346404304108, "mask_rcnn/false_positive": 0.15551521554229958, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 40.75, "time": 0.7291912026703358, "total_loss": 1.769610680275946} {"data_time": 0.01063765212893486, "eta_seconds": 168645.823618982, "iteration": 41719, "loss_fcos_cls": 0.301068221218884, "loss_fcos_ctr": 0.6225415943190455, "loss_fcos_loc": 0.20777087728492916, "loss_mask": 0.2601892650127411, "loss_maskiou": 0.005987661817925982, "loss_sem_seg": 0.34967947006225586, "lr": 0.01, "mask_rcnn/accuracy": 0.8900085034013605, "mask_rcnn/false_negative": 0.09119656036495236, "mask_rcnn/false_positive": 0.11799020103984179, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.745620921254158, "total_loss": 1.7727085249498487} {"data_time": 0.010719036683440208, "eta_seconds": 168602.91424891446, "iteration": 41739, "loss_fcos_cls": 0.30090838531032205, "loss_fcos_ctr": 0.6239028023555875, "loss_fcos_loc": 0.21045363903976977, "loss_mask": 0.28702811198309064, "loss_maskiou": 0.006594577484065667, "loss_sem_seg": 0.32691386109218, "lr": 0.01, "mask_rcnn/accuracy": 0.8817845514274085, "mask_rcnn/false_negative": 0.1034110657726571, "mask_rcnn/false_positive": 0.1350206795205663, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7244211304932833, "total_loss": 1.7700813971605385} {"data_time": 0.010566843673586845, "eta_seconds": 168551.4393606251, "iteration": 41759, "loss_fcos_cls": 0.30088768247514963, "loss_fcos_ctr": 0.6249372623860836, "loss_fcos_loc": 0.22729185689240694, "loss_mask": 0.2975434409454465, "loss_maskiou": 0.006889456752105616, "loss_sem_seg": 0.3005568408407271, "lr": 0.01, "mask_rcnn/accuracy": 0.8623659079016222, "mask_rcnn/false_negative": 0.10282150991001612, "mask_rcnn/false_positive": 0.1708715622599321, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 34.5, "time": 0.7294448195025325, "total_loss": 1.765888612892013} {"data_time": 0.010426362045109272, "eta_seconds": 168536.6697583748, "iteration": 41779, "loss_fcos_cls": 0.2816916895098984, "loss_fcos_ctr": 0.6260339450091124, "loss_fcos_loc": 0.21674002695363015, "loss_mask": 0.3073881734162569, "loss_maskiou": 0.006771878506697249, "loss_sem_seg": 0.32532443571835756, "lr": 0.01, "mask_rcnn/accuracy": 0.8797530470521542, "mask_rcnn/false_negative": 0.09632536815900822, "mask_rcnn/false_positive": 0.1424561068464218, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7456825021654367, "total_loss": 1.761049274529796} {"data_time": 0.009626132436096668, "eta_seconds": 168480.8157997867, "iteration": 41799, "loss_fcos_cls": 0.2935953624546528, "loss_fcos_ctr": 0.6242433544248343, "loss_fcos_loc": 0.22225962835364044, "loss_mask": 0.30291275028139353, "loss_maskiou": 0.007290435620234348, "loss_sem_seg": 0.32867440627887845, "lr": 0.01, "mask_rcnn/accuracy": 0.8609310616138347, "mask_rcnn/false_negative": 0.09830794151230335, "mask_rcnn/false_positive": 0.16654157437925532, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.75, "time": 0.7394220409914851, "total_loss": 1.8034716595720965} {"data_time": 0.010041854344308376, "eta_seconds": 168382.43323024362, "iteration": 41819, "loss_fcos_cls": 0.2812082648742944, "loss_fcos_ctr": 0.623140980489552, "loss_fcos_loc": 0.21409112308174372, "loss_mask": 0.2870720662176609, "loss_maskiou": 0.006975823474931531, "loss_sem_seg": 0.31774010648950934, "lr": 0.01, "mask_rcnn/accuracy": 0.8786530541317547, "mask_rcnn/false_negative": 0.10667003458581648, "mask_rcnn/false_positive": 0.14704041349236813, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7312029842287302, "total_loss": 1.7390335144809796} {"data_time": 0.009655755944550037, "eta_seconds": 168374.96620315593, "iteration": 41839, "loss_fcos_cls": 0.3030377145623788, "loss_fcos_ctr": 0.6193682951852679, "loss_fcos_loc": 0.20973552379291505, "loss_mask": 0.27974438667297363, "loss_maskiou": 0.006888093819725327, "loss_sem_seg": 0.3537295055575669, "lr": 0.01, "mask_rcnn/accuracy": 0.8904714832361516, "mask_rcnn/false_negative": 0.07634068465210422, "mask_rcnn/false_positive": 0.1383499097457867, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.25, "time": 0.7305841790512204, "total_loss": 1.755021356861107} {"data_time": 0.010659336112439632, "eta_seconds": 168389.8738399353, "iteration": 41859, "loss_fcos_cls": 0.28978361818008125, "loss_fcos_ctr": 0.6245488002896309, "loss_fcos_loc": 0.21540010767057538, "loss_mask": 0.29227568581700325, "loss_maskiou": 0.0067289675935171545, "loss_sem_seg": 0.3016098227817565, "lr": 0.01, "mask_rcnn/accuracy": 0.8683227634856188, "mask_rcnn/false_negative": 0.09844082578919294, "mask_rcnn/false_positive": 0.15336753047327756, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7313206326216459, "total_loss": 1.7585762571579835} {"data_time": 0.010248937644064426, "eta_seconds": 168338.15721254796, "iteration": 41879, "loss_fcos_cls": 0.2959731724113226, "loss_fcos_ctr": 0.6247798204421997, "loss_fcos_loc": 0.20947594614699483, "loss_mask": 0.29928550217300653, "loss_maskiou": 0.0064400560659123585, "loss_sem_seg": 0.36072667711414397, "lr": 0.01, "mask_rcnn/accuracy": 0.8730947208937242, "mask_rcnn/false_negative": 0.12091932047203544, "mask_rcnn/false_positive": 0.1444295517008176, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.7267083590850234, "total_loss": 1.8031360097011202} {"data_time": 0.009556225501000881, "eta_seconds": 168284.6264918223, "iteration": 41899, "loss_fcos_cls": 0.2897833336610347, "loss_fcos_ctr": 0.6213726093992591, "loss_fcos_loc": 0.20943830092437565, "loss_mask": 0.2824441231787205, "loss_maskiou": 0.00667380029335618, "loss_sem_seg": 0.3238379340618849, "lr": 0.01, "mask_rcnn/accuracy": 0.87938917127241, "mask_rcnn/false_negative": 0.10162062404113245, "mask_rcnn/false_positive": 0.12683060826524498, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.25, "time": 0.7255605449900031, "total_loss": 1.7405483487818856} {"data_time": 0.010038729757070541, "eta_seconds": 168243.4100102596, "iteration": 41919, "loss_fcos_cls": 0.29258969286456704, "loss_fcos_ctr": 0.6241894229315221, "loss_fcos_loc": 0.2211686457740143, "loss_mask": 0.2837664973922074, "loss_maskiou": 0.006344147099298425, "loss_sem_seg": 0.2996100983582437, "lr": 0.01, "mask_rcnn/accuracy": 0.859987981989581, "mask_rcnn/false_negative": 0.11572773935027914, "mask_rcnn/false_positive": 0.16120739625925956, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.25, "time": 0.7475269520655274, "total_loss": 1.7145100460329559} {"data_time": 0.011616373434662819, "eta_seconds": 168165.67308578547, "iteration": 41939, "loss_fcos_cls": 0.2994054495356977, "loss_fcos_ctr": 0.6242978358641267, "loss_fcos_loc": 0.22205462295096368, "loss_mask": 0.28101202473044395, "loss_maskiou": 0.006670248418231495, "loss_sem_seg": 0.32023091427981853, "lr": 0.01, "mask_rcnn/accuracy": 0.885321898401715, "mask_rcnn/false_negative": 0.10526817095617871, "mask_rcnn/false_positive": 0.12485263286222154, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.7230973616242409, "total_loss": 1.7544162507692818} {"data_time": 0.01052442193031311, "eta_seconds": 168122.84225991648, "iteration": 41959, "loss_fcos_cls": 0.269727845385205, "loss_fcos_ctr": 0.6228621769696474, "loss_fcos_loc": 0.21090402780100703, "loss_mask": 0.29257161542773247, "loss_maskiou": 0.006913566874573007, "loss_sem_seg": 0.30037971772253513, "lr": 0.01, "mask_rcnn/accuracy": 0.8474137402708831, "mask_rcnn/false_negative": 0.11770771773910763, "mask_rcnn/false_positive": 0.17994286483532312, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7479995721951127, "total_loss": 1.725854742253432} {"data_time": 0.010217293165624142, "eta_seconds": 168020.59177684318, "iteration": 41979, "loss_fcos_cls": 0.2811514177592471, "loss_fcos_ctr": 0.6223753727972507, "loss_fcos_loc": 0.2177562895230949, "loss_mask": 0.2912429813295603, "loss_maskiou": 0.006412403236026876, "loss_sem_seg": 0.30839004926383495, "lr": 0.01, "mask_rcnn/accuracy": 0.901517060937645, "mask_rcnn/false_negative": 0.09519544905080335, "mask_rcnn/false_positive": 0.10320291283261569, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7194421794265509, "total_loss": 1.7269753876898903} {"data_time": 0.010532334446907043, "eta_seconds": 168093.35232744645, "iteration": 41999, "loss_fcos_cls": 0.29566513979807496, "loss_fcos_ctr": 0.6217004954814911, "loss_fcos_loc": 0.21802757133264095, "loss_mask": 0.2790178768336773, "loss_maskiou": 0.0065419955644756556, "loss_sem_seg": 0.3249018331989646, "lr": 0.01, "mask_rcnn/accuracy": 0.8704142666942977, "mask_rcnn/false_negative": 0.09925988983547959, "mask_rcnn/false_positive": 0.1608002220727997, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7350719589740038, "total_loss": 1.7562539782520616} {"data_time": 0.009496184065937996, "eta_seconds": 168078.60736121144, "iteration": 42019, "loss_fcos_cls": 0.2895771851763129, "loss_fcos_ctr": 0.6220205500721931, "loss_fcos_loc": 0.21263802598696202, "loss_mask": 0.2874113847501576, "loss_maskiou": 0.0065134886535815895, "loss_sem_seg": 0.33646532660350204, "lr": 0.01, "mask_rcnn/accuracy": 0.8491612605910764, "mask_rcnn/false_negative": 0.11131738629952881, "mask_rcnn/false_positive": 0.16040893603996517, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.5, "time": 0.7438562233000994, "total_loss": 1.7391522973557585} {"data_time": 0.010128815658390522, "eta_seconds": 168112.7838880727, "iteration": 42039, "loss_fcos_cls": 0.28739971900358796, "loss_fcos_ctr": 0.6231561983004212, "loss_fcos_loc": 0.2153432467021048, "loss_mask": 0.294198963791132, "loss_maskiou": 0.006645676854532212, "loss_sem_seg": 0.3348055351525545, "lr": 0.01, "mask_rcnn/accuracy": 0.8585379464285714, "mask_rcnn/false_negative": 0.09675087077343067, "mask_rcnn/false_positive": 0.1773505420811921, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.75, "time": 0.7282560002058744, "total_loss": 1.7917856396961724} {"data_time": 0.011219845153391361, "eta_seconds": 167956.56195759214, "iteration": 42059, "loss_fcos_cls": 0.286557158222422, "loss_fcos_ctr": 0.6248789336532354, "loss_fcos_loc": 0.22021938813850284, "loss_mask": 0.27498141489923, "loss_maskiou": 0.006919337625731714, "loss_sem_seg": 0.30932265892624855, "lr": 0.01, "mask_rcnn/accuracy": 0.8841154405310512, "mask_rcnn/false_negative": 0.09454418850124169, "mask_rcnn/false_positive": 0.1481023800376945, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7266502492129803, "total_loss": 1.7352903430728475} {"data_time": 0.010575084015727043, "eta_seconds": 167942.4880252378, "iteration": 42079, "loss_fcos_cls": 0.2883840415161103, "loss_fcos_ctr": 0.6246519321575761, "loss_fcos_loc": 0.21478402602951974, "loss_mask": 0.2766692182049155, "loss_maskiou": 0.006731621571816504, "loss_sem_seg": 0.33098710514605045, "lr": 0.01, "mask_rcnn/accuracy": 0.8671102424004296, "mask_rcnn/false_negative": 0.10647252681122937, "mask_rcnn/false_positive": 0.17156663948000825, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7386428965255618, "total_loss": 1.741158297729271} {"data_time": 0.008935189805924892, "eta_seconds": 167932.16803072672, "iteration": 42099, "loss_fcos_cls": 0.2976295053958893, "loss_fcos_ctr": 0.6272288020700216, "loss_fcos_loc": 0.22005772776901722, "loss_mask": 0.29555237386375666, "loss_maskiou": 0.00735859181440901, "loss_sem_seg": 0.3436662794556469, "lr": 0.01, "mask_rcnn/accuracy": 0.8883634749829836, "mask_rcnn/false_negative": 0.08055759153188688, "mask_rcnn/false_positive": 0.14478560583026379, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7310124132782221, "total_loss": 1.7976589678582968} {"data_time": 0.010314025916159153, "eta_seconds": 167917.4307397073, "iteration": 42119, "loss_fcos_cls": 0.29602549504488707, "loss_fcos_ctr": 0.6254863878712058, "loss_fcos_loc": 0.22505455021746457, "loss_mask": 0.27439644932746887, "loss_maskiou": 0.006406555832654703, "loss_sem_seg": 0.3505142694339156, "lr": 0.01, "mask_rcnn/accuracy": 0.8599427575908412, "mask_rcnn/false_negative": 0.12433473467285623, "mask_rcnn/false_positive": 0.14400632990040424, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.0, "time": 0.746621205471456, "total_loss": 1.7644666219421197} {"data_time": 0.010237610898911953, "eta_seconds": 167898.27731502894, "iteration": 42139, "loss_fcos_cls": 0.29169653228018433, "loss_fcos_ctr": 0.6255145464092493, "loss_fcos_loc": 0.21843080129474401, "loss_mask": 0.29210570082068443, "loss_maskiou": 0.00724801303294953, "loss_sem_seg": 0.34830370731651783, "lr": 0.01, "mask_rcnn/accuracy": 0.8768759095318943, "mask_rcnn/false_negative": 0.10869246794783799, "mask_rcnn/false_positive": 0.13417461235923156, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 24.75, "time": 0.7337145321071148, "total_loss": 1.7754737016075524} {"data_time": 0.010473856702446938, "eta_seconds": 167887.9561576685, "iteration": 42159, "loss_fcos_cls": 0.30323807755485177, "loss_fcos_ctr": 0.623634023591876, "loss_fcos_loc": 0.22120728064328432, "loss_mask": 0.2819982375949621, "loss_maskiou": 0.006426882202504203, "loss_sem_seg": 0.34343790635466576, "lr": 0.01, "mask_rcnn/accuracy": 0.8884363208846292, "mask_rcnn/false_negative": 0.09052398635229286, "mask_rcnn/false_positive": 0.1641467778307252, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7433585114777088, "total_loss": 1.7664882011740701} {"data_time": 0.010449704714119434, "eta_seconds": 167830.63410315756, "iteration": 42179, "loss_fcos_cls": 0.29359301226213574, "loss_fcos_ctr": 0.621706229634583, "loss_fcos_loc": 0.2135477066040039, "loss_mask": 0.2765124263241887, "loss_maskiou": 0.005941233204794116, "loss_sem_seg": 0.30742400069721043, "lr": 0.01, "mask_rcnn/accuracy": 0.882452779279346, "mask_rcnn/false_negative": 0.08235969222778247, "mask_rcnn/false_positive": 0.12770446269028243, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.0, "time": 0.7129426104947925, "total_loss": 1.7063883936716593} {"data_time": 0.010361728258430958, "eta_seconds": 167739.44963461626, "iteration": 42199, "loss_fcos_cls": 0.28769034100696445, "loss_fcos_ctr": 0.622292366810143, "loss_fcos_loc": 0.21838553820271045, "loss_mask": 0.2669715592637658, "loss_maskiou": 0.006193588051246479, "loss_sem_seg": 0.3162052119150758, "lr": 0.01, "mask_rcnn/accuracy": 0.8812931422569028, "mask_rcnn/false_negative": 0.11230671349713187, "mask_rcnn/false_positive": 0.11864050688589364, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7276249220594764, "total_loss": 1.7436904259957373} {"data_time": 0.010229474864900112, "eta_seconds": 167368.40356197953, "iteration": 42219, "loss_fcos_cls": 0.283022363204509, "loss_fcos_ctr": 0.6247533112764359, "loss_fcos_loc": 0.20741445990279317, "loss_mask": 0.2774379812180996, "loss_maskiou": 0.006539501053339336, "loss_sem_seg": 0.29328858060762286, "lr": 0.01, "mask_rcnn/accuracy": 0.8776553746702198, "mask_rcnn/false_negative": 0.09475533551498613, "mask_rcnn/false_positive": 0.16235079709532263, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7354298420250416, "total_loss": 1.722400905979157} {"data_time": 0.009526627138257027, "eta_seconds": 167323.45687411167, "iteration": 42239, "loss_fcos_cls": 0.3014182155020535, "loss_fcos_ctr": 0.6217696098610759, "loss_fcos_loc": 0.2205073757795617, "loss_mask": 0.2794087352231145, "loss_maskiou": 0.006141175501397811, "loss_sem_seg": 0.29661285411566496, "lr": 0.01, "mask_rcnn/accuracy": 0.8920813170629076, "mask_rcnn/false_negative": 0.08232729579480302, "mask_rcnn/false_positive": 0.12480434118976609, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7299268273636699, "total_loss": 1.7284301549825614} {"data_time": 0.009584524668753147, "eta_seconds": 167246.3670271337, "iteration": 42259, "loss_fcos_cls": 0.2843647482804954, "loss_fcos_ctr": 0.6262204749509692, "loss_fcos_loc": 0.22490070713683963, "loss_mask": 0.2874881001189351, "loss_maskiou": 0.006581262467079796, "loss_sem_seg": 0.312898542964831, "lr": 0.01, "mask_rcnn/accuracy": 0.8843368696685023, "mask_rcnn/false_negative": 0.0986511582855682, "mask_rcnn/false_positive": 0.1510851770086337, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7320647882297635, "total_loss": 1.7757513271208154} {"data_time": 0.009532430209219456, "eta_seconds": 167124.42861655913, "iteration": 42279, "loss_fcos_cls": 0.31132144713774323, "loss_fcos_ctr": 0.6254920829087496, "loss_fcos_loc": 0.2225575961638242, "loss_mask": 0.29778202436864376, "loss_maskiou": 0.007124624782591127, "loss_sem_seg": 0.3529556863941252, "lr": 0.01, "mask_rcnn/accuracy": 0.868593531162465, "mask_rcnn/false_negative": 0.10574128493341642, "mask_rcnn/false_positive": 0.17478701165057198, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.75, "time": 0.7448888691142201, "total_loss": 1.8327583703940036} {"data_time": 0.010510103777050972, "eta_seconds": 167216.99219045043, "iteration": 42299, "loss_fcos_cls": 0.2965296022593975, "loss_fcos_ctr": 0.625844020396471, "loss_fcos_loc": 0.2258797651156783, "loss_mask": 0.28254692908376455, "loss_maskiou": 0.006535359214467462, "loss_sem_seg": 0.33060553297400475, "lr": 0.01, "mask_rcnn/accuracy": 0.8710271109552468, "mask_rcnn/false_negative": 0.08538155890566498, "mask_rcnn/false_positive": 0.15689795418116417, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.5, "time": 0.7413239078596234, "total_loss": 1.7890059538694913} {"data_time": 0.010222958400845528, "eta_seconds": 167125.98149093613, "iteration": 42319, "loss_fcos_cls": 0.29309345688670874, "loss_fcos_ctr": 0.6251599304378033, "loss_fcos_loc": 0.21577744372189045, "loss_mask": 0.2704880787059665, "loss_maskiou": 0.006642734089837177, "loss_sem_seg": 0.3045157636515796, "lr": 0.01, "mask_rcnn/accuracy": 0.8910114363542028, "mask_rcnn/false_negative": 0.07663772955863013, "mask_rcnn/false_positive": 0.14553774851101153, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.724481307901442, "total_loss": 1.656965880683856} {"data_time": 0.010725324042141438, "eta_seconds": 167249.9923841972, "iteration": 42339, "loss_fcos_cls": 0.30676273396238685, "loss_fcos_ctr": 0.6229926031082869, "loss_fcos_loc": 0.22021040320396423, "loss_mask": 0.2897252682596445, "loss_maskiou": 0.007027525694866199, "loss_sem_seg": 0.34120863885618746, "lr": 0.01, "mask_rcnn/accuracy": 0.8769042156336219, "mask_rcnn/false_negative": 0.11429939645412696, "mask_rcnn/false_positive": 0.12255328582107652, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 39.0, "time": 0.7416123682633042, "total_loss": 1.7789581466495292} {"data_time": 0.009538554586470127, "eta_seconds": 167096.62006306276, "iteration": 42359, "loss_fcos_cls": 0.31467293249443173, "loss_fcos_ctr": 0.6207153624854982, "loss_fcos_loc": 0.20797116158064455, "loss_mask": 0.26744187623262405, "loss_maskiou": 0.005928133366978727, "loss_sem_seg": 0.3009904152713716, "lr": 0.01, "mask_rcnn/accuracy": 0.8972900469711694, "mask_rcnn/false_negative": 0.08997748437510673, "mask_rcnn/false_positive": 0.11478755369998407, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7184858098626137, "total_loss": 1.714223767625299} {"data_time": 0.009459578432142735, "eta_seconds": 167051.03862239234, "iteration": 42379, "loss_fcos_cls": 0.2897242018952966, "loss_fcos_ctr": 0.6225891578942537, "loss_fcos_loc": 0.21315081464126706, "loss_mask": 0.29071470722556114, "loss_maskiou": 0.006568364246049896, "loss_sem_seg": 0.30576438223943114, "lr": 0.01, "mask_rcnn/accuracy": 0.8805854870905891, "mask_rcnn/false_negative": 0.08579040974696889, "mask_rcnn/false_positive": 0.13457768659051808, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.7250284571200609, "total_loss": 1.7304909872473218} {"data_time": 0.009776618331670761, "eta_seconds": 166732.87137682177, "iteration": 42399, "loss_fcos_cls": 0.29882529843598604, "loss_fcos_ctr": 0.6296580266207457, "loss_fcos_loc": 0.23681273218244314, "loss_mask": 0.29733001440763474, "loss_maskiou": 0.006663119012955576, "loss_sem_seg": 0.3372542103752494, "lr": 0.01, "mask_rcnn/accuracy": 0.877867655501019, "mask_rcnn/false_negative": 0.09354085105729931, "mask_rcnn/false_positive": 0.1467038499968929, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.75, "time": 0.7225010870024562, "total_loss": 1.8127164914621972} {"data_time": 0.009986036457121372, "eta_seconds": 166807.87376047857, "iteration": 42419, "loss_fcos_cls": 0.29120248719118536, "loss_fcos_ctr": 0.624796305783093, "loss_fcos_loc": 0.22371144755743444, "loss_mask": 0.28716686833649874, "loss_maskiou": 0.006201337768288795, "loss_sem_seg": 0.32225265575107187, "lr": 0.01, "mask_rcnn/accuracy": 0.8572325728044027, "mask_rcnn/false_negative": 0.10165065502183407, "mask_rcnn/false_positive": 0.2007552570712809, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7456821566447616, "total_loss": 1.7602760602894705} {"data_time": 0.009540902450680733, "eta_seconds": 166863.79131823126, "iteration": 42439, "loss_fcos_cls": 0.30076424428261817, "loss_fcos_ctr": 0.6261142771691084, "loss_fcos_loc": 0.22852948820218444, "loss_mask": 0.29026461113244295, "loss_maskiou": 0.006613140409172047, "loss_sem_seg": 0.3611118015833199, "lr": 0.01, "mask_rcnn/accuracy": 0.8720633602278121, "mask_rcnn/false_negative": 0.10217179905904417, "mask_rcnn/false_positive": 0.12903970364996242, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.5, "time": 0.7424039430916309, "total_loss": 1.8111332293628948} {"data_time": 0.009626822546124458, "eta_seconds": 166964.17108798306, "iteration": 42459, "loss_fcos_cls": 0.30754718254320323, "loss_fcos_ctr": 0.6253808019682765, "loss_fcos_loc": 0.22017943882383406, "loss_mask": 0.2887825593352318, "loss_maskiou": 0.006859820721729193, "loss_sem_seg": 0.3314481433480978, "lr": 0.01, "mask_rcnn/accuracy": 0.8727052070828332, "mask_rcnn/false_negative": 0.10708814904961182, "mask_rcnn/false_positive": 0.1513831515899179, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7561979610472918, "total_loss": 1.8003645420249086} {"data_time": 0.009420854039490223, "eta_seconds": 167041.56731254794, "iteration": 42479, "loss_fcos_cls": 0.28827290795743465, "loss_fcos_ctr": 0.6233254857361317, "loss_fcos_loc": 0.21202012593857944, "loss_mask": 0.2709051249548793, "loss_maskiou": 0.006180282252898905, "loss_sem_seg": 0.3463511150330305, "lr": 0.01, "mask_rcnn/accuracy": 0.8637633575585728, "mask_rcnn/false_negative": 0.10237395181254674, "mask_rcnn/false_positive": 0.17845279315925344, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 39.25, "time": 0.7547430759295821, "total_loss": 1.7343334843462799} {"data_time": 0.009794081561267376, "eta_seconds": 167119.82854584977, "iteration": 42499, "loss_fcos_cls": 0.2870639665052295, "loss_fcos_ctr": 0.6245532045140862, "loss_fcos_loc": 0.21565637551248074, "loss_mask": 0.2879487480968237, "loss_maskiou": 0.006403604886145331, "loss_sem_seg": 0.32182091660797596, "lr": 0.01, "mask_rcnn/accuracy": 0.8764125901737618, "mask_rcnn/false_negative": 0.08622414880351924, "mask_rcnn/false_positive": 0.14556169879210978, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.75, "time": 0.7345005879178643, "total_loss": 1.7278758417232893} {"data_time": 0.01009279489517212, "eta_seconds": 167117.75630235113, "iteration": 42519, "loss_fcos_cls": 0.2814305676147342, "loss_fcos_ctr": 0.622766453307122, "loss_fcos_loc": 0.214544462505728, "loss_mask": 0.2742278529331088, "loss_maskiou": 0.00571554628550075, "loss_sem_seg": 0.2939802419859916, "lr": 0.01, "mask_rcnn/accuracy": 0.8715745994659546, "mask_rcnn/false_negative": 0.08419888693356894, "mask_rcnn/false_positive": 0.15109044806971333, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.0, "time": 0.7341444389894605, "total_loss": 1.688380505402165} {"data_time": 0.009865970350801945, "eta_seconds": 167133.27469196916, "iteration": 42539, "loss_fcos_cls": 0.2974493794608861, "loss_fcos_ctr": 0.624503783416003, "loss_fcos_loc": 0.22314190003089607, "loss_mask": 0.2879303218796849, "loss_maskiou": 0.006924439643626101, "loss_sem_seg": 0.34474417427554727, "lr": 0.01, "mask_rcnn/accuracy": 0.888715056335034, "mask_rcnn/false_negative": 0.07922263050182725, "mask_rcnn/false_positive": 0.1468344187506924, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.25, "time": 0.7316460413858294, "total_loss": 1.7808573438232997} {"data_time": 0.009759703651070595, "eta_seconds": 167180.28999047633, "iteration": 42559, "loss_fcos_cls": 0.3054509354988113, "loss_fcos_ctr": 0.626758886501193, "loss_fcos_loc": 0.22766703367233276, "loss_mask": 0.29317855881527066, "loss_maskiou": 0.006610605189052876, "loss_sem_seg": 0.32109567802399397, "lr": 0.01, "mask_rcnn/accuracy": 0.8600952803481641, "mask_rcnn/false_negative": 0.10809414877554882, "mask_rcnn/false_positive": 0.16716199688353628, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7465739985927939, "total_loss": 1.7843354479264235} {"data_time": 0.009107712656259537, "eta_seconds": 167073.67760840245, "iteration": 42579, "loss_fcos_cls": 0.2957211220636964, "loss_fcos_ctr": 0.6253930209204555, "loss_fcos_loc": 0.21857881359755993, "loss_mask": 0.2935157613828778, "loss_maskiou": 0.007016187242697924, "loss_sem_seg": 0.3178932466544211, "lr": 0.01, "mask_rcnn/accuracy": 0.8720044836116265, "mask_rcnn/false_negative": 0.0889844260962013, "mask_rcnn/false_positive": 0.16139798696414293, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7217364264652133, "total_loss": 1.763740336013143} {"data_time": 0.01027878001332283, "eta_seconds": 167150.88802865054, "iteration": 42599, "loss_fcos_cls": 0.2996331127360463, "loss_fcos_ctr": 0.6250350875779986, "loss_fcos_loc": 0.21193347498774529, "loss_mask": 0.28411582112312317, "loss_maskiou": 0.006435525356209837, "loss_sem_seg": 0.3566146111115813, "lr": 0.01, "mask_rcnn/accuracy": 0.8741967828798185, "mask_rcnn/false_negative": 0.09042143183724642, "mask_rcnn/false_positive": 0.14355545507582984, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.7310632783919573, "total_loss": 1.7661109286855208} {"data_time": 0.009206813760101795, "eta_seconds": 167044.29181243666, "iteration": 42619, "loss_fcos_cls": 0.2965787111315876, "loss_fcos_ctr": 0.6230184966698289, "loss_fcos_loc": 0.2057179834228009, "loss_mask": 0.27899641916155815, "loss_maskiou": 0.006489195809990633, "loss_sem_seg": 0.3627002574503422, "lr": 0.01, "mask_rcnn/accuracy": 0.8751073968548458, "mask_rcnn/false_negative": 0.09280590172394011, "mask_rcnn/false_positive": 0.14909073988154498, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7326369434595108, "total_loss": 1.7873482730647083} {"data_time": 0.009656914509832859, "eta_seconds": 167029.59891445376, "iteration": 42639, "loss_fcos_cls": 0.2900836910121143, "loss_fcos_ctr": 0.6238388260826468, "loss_fcos_loc": 0.2128845837432891, "loss_mask": 0.26827948819845915, "loss_maskiou": 0.005890654458198696, "loss_sem_seg": 0.3065388323739171, "lr": 0.01, "mask_rcnn/accuracy": 0.8792802776848444, "mask_rcnn/false_negative": 0.10119946712771516, "mask_rcnn/false_positive": 0.15149370514359417, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.0, "time": 0.7308556558564305, "total_loss": 1.7246027498695184} {"data_time": 0.009993205778300762, "eta_seconds": 167014.90601647086, "iteration": 42659, "loss_fcos_cls": 0.2980298971524462, "loss_fcos_ctr": 0.6240418418310583, "loss_fcos_loc": 0.21745510154869407, "loss_mask": 0.29584146942943335, "loss_maskiou": 0.006829570411355235, "loss_sem_seg": 0.3310090040322393, "lr": 0.01, "mask_rcnn/accuracy": 0.8691573823406914, "mask_rcnn/false_negative": 0.12085251682940037, "mask_rcnn/false_positive": 0.14862256158435688, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7389100342988968, "total_loss": 1.7677809268061537} {"data_time": 0.010091773234307766, "eta_seconds": 167129.2589665735, "iteration": 42679, "loss_fcos_cls": 0.2923148734262213, "loss_fcos_ctr": 0.6221727402880788, "loss_fcos_loc": 0.2125112230423838, "loss_mask": 0.279505648650229, "loss_maskiou": 0.006633273864281364, "loss_sem_seg": 0.33137957472354174, "lr": 0.01, "mask_rcnn/accuracy": 0.8777718451721774, "mask_rcnn/false_negative": 0.10679780150940382, "mask_rcnn/false_positive": 0.14156179008207076, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7454481972381473, "total_loss": 1.7569976208542357} {"data_time": 0.009594909846782684, "eta_seconds": 167015.71025696397, "iteration": 42699, "loss_fcos_cls": 0.2915459892246872, "loss_fcos_ctr": 0.6252663088962436, "loss_fcos_loc": 0.21547981048934162, "loss_mask": 0.2776472717523575, "loss_maskiou": 0.006082778512791265, "loss_sem_seg": 0.3117710561491549, "lr": 0.01, "mask_rcnn/accuracy": 0.894138337153043, "mask_rcnn/false_negative": 0.08168861925889698, "mask_rcnn/false_positive": 0.10498047546885364, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.0, "time": 0.7211319794878364, "total_loss": 1.7488678533845814} {"data_time": 0.010093447752296925, "eta_seconds": 166970.82732252218, "iteration": 42719, "loss_fcos_cls": 0.2931508009787649, "loss_fcos_ctr": 0.6218333812430501, "loss_fcos_loc": 0.21242211171193048, "loss_mask": 0.2728894636966288, "loss_maskiou": 0.006410673311620485, "loss_sem_seg": 0.30030007497407496, "lr": 0.01, "mask_rcnn/accuracy": 0.8775853083168752, "mask_rcnn/false_negative": 0.10750345686972049, "mask_rcnn/false_positive": 0.15245797373807063, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.5, "time": 0.7372450614348054, "total_loss": 1.746316837889026} {"data_time": 0.01041144598275423, "eta_seconds": 167131.3626146093, "iteration": 42739, "loss_fcos_cls": 0.2893236852250993, "loss_fcos_ctr": 0.625209120567888, "loss_fcos_loc": 0.21629179525189102, "loss_mask": 0.28996836952865124, "loss_maskiou": 0.006756397480785381, "loss_sem_seg": 0.35568305663764477, "lr": 0.01, "mask_rcnn/accuracy": 0.8756534590580418, "mask_rcnn/false_negative": 0.09517579368380585, "mask_rcnn/false_positive": 0.15157748526332765, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.25, "time": 0.7556194579228759, "total_loss": 1.7683667623641668} {"data_time": 0.010095477104187012, "eta_seconds": 167116.65429574996, "iteration": 42759, "loss_fcos_cls": 0.3027967030648142, "loss_fcos_ctr": 0.6235199980437756, "loss_fcos_loc": 0.21978735108859837, "loss_mask": 0.2773043205961585, "loss_maskiou": 0.005899540206883103, "loss_sem_seg": 0.3460589195601642, "lr": 0.01, "mask_rcnn/accuracy": 0.8858250537056929, "mask_rcnn/false_negative": 0.08641372650877284, "mask_rcnn/false_positive": 0.13456182562383415, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.75, "time": 0.7232879903167486, "total_loss": 1.7495994010423601} {"data_time": 0.00959054660052061, "eta_seconds": 167101.94597689062, "iteration": 42779, "loss_fcos_cls": 0.28718174202367663, "loss_fcos_ctr": 0.623724122531712, "loss_fcos_loc": 0.21185393235646188, "loss_mask": 0.28475417755544186, "loss_maskiou": 0.0070699209900340065, "loss_sem_seg": 0.28441843925975263, "lr": 0.01, "mask_rcnn/accuracy": 0.8743031047005267, "mask_rcnn/false_negative": 0.08655234769664406, "mask_rcnn/false_positive": 0.16413537352272084, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.7415653755888343, "total_loss": 1.7392461404378992} {"data_time": 0.009645696729421616, "eta_seconds": 167126.0147896735, "iteration": 42799, "loss_fcos_cls": 0.28331047017127275, "loss_fcos_ctr": 0.6220751283690333, "loss_fcos_loc": 0.20805646176449955, "loss_mask": 0.29707715660333633, "loss_maskiou": 0.006965980057429988, "loss_sem_seg": 0.31087561789900064, "lr": 0.01, "mask_rcnn/accuracy": 0.880203332584285, "mask_rcnn/false_negative": 0.08311878310339796, "mask_rcnn/false_positive": 0.1341087714531538, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7401481280103326, "total_loss": 1.724628883661353} {"data_time": 0.009993127547204494, "eta_seconds": 167175.68288747035, "iteration": 42819, "loss_fcos_cls": 0.290158967487514, "loss_fcos_ctr": 0.6192438462749124, "loss_fcos_loc": 0.20688623329624534, "loss_mask": 0.28275091480463743, "loss_maskiou": 0.006003737093124073, "loss_sem_seg": 0.31694095116108656, "lr": 0.01, "mask_rcnn/accuracy": 0.8738486587816945, "mask_rcnn/false_negative": 0.10265176177971272, "mask_rcnn/false_positive": 0.1453831346228532, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7290636608377099, "total_loss": 1.6926521602727007} {"data_time": 0.009891127236187458, "eta_seconds": 167057.8210203126, "iteration": 42839, "loss_fcos_cls": 0.3031653168145567, "loss_fcos_ctr": 0.6247307006269693, "loss_fcos_loc": 0.22764591523446143, "loss_mask": 0.29678168054670095, "loss_maskiou": 0.00688311253907159, "loss_sem_seg": 0.31930360989645123, "lr": 0.01, "mask_rcnn/accuracy": 0.8697856419895893, "mask_rcnn/false_negative": 0.10159463022626931, "mask_rcnn/false_positive": 0.16210504579062002, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.724461336620152, "total_loss": 1.773851333069615} {"data_time": 0.010179348289966583, "eta_seconds": 167043.11270145327, "iteration": 42859, "loss_fcos_cls": 0.2936149910092354, "loss_fcos_ctr": 0.6240494321100414, "loss_fcos_loc": 0.21918598050251603, "loss_mask": 0.28806704422459006, "loss_maskiou": 0.0067218508629594, "loss_sem_seg": 0.3429585574194789, "lr": 0.01, "mask_rcnn/accuracy": 0.8570797209861388, "mask_rcnn/false_negative": 0.1348674815228151, "mask_rcnn/false_positive": 0.15284997838769726, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.25, "time": 0.7380431182682514, "total_loss": 1.7809797689915285} {"data_time": 0.010015130043029785, "eta_seconds": 167131.5306873601, "iteration": 42879, "loss_fcos_cls": 0.29406976886093616, "loss_fcos_ctr": 0.6228095283731818, "loss_fcos_loc": 0.22073047037702054, "loss_mask": 0.307106738910079, "loss_maskiou": 0.007595138973556459, "loss_sem_seg": 0.35773485340178013, "lr": 0.01, "mask_rcnn/accuracy": 0.8707205708370305, "mask_rcnn/false_negative": 0.08820462121659356, "mask_rcnn/false_positive": 0.15280450255494715, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7406771751120687, "total_loss": 1.8431195211742306} {"data_time": 0.010451754555106163, "eta_seconds": 167153.84007400088, "iteration": 42899, "loss_fcos_cls": 0.2897222596220672, "loss_fcos_ctr": 0.6236477484926581, "loss_fcos_loc": 0.21578403434250504, "loss_mask": 0.28860159404575825, "loss_maskiou": 0.006518491529277526, "loss_sem_seg": 0.3510276791639626, "lr": 0.01, "mask_rcnn/accuracy": 0.8628016547528102, "mask_rcnn/false_negative": 0.122051271856807, "mask_rcnn/false_positive": 0.13024951914205946, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.7374564167112112, "total_loss": 1.7778633163834456} {"data_time": 0.010947005823254585, "eta_seconds": 166998.98774487525, "iteration": 42919, "loss_fcos_cls": 0.28504029382020235, "loss_fcos_ctr": 0.6207983419299126, "loss_fcos_loc": 0.21566785138566047, "loss_mask": 0.27869496680796146, "loss_maskiou": 0.007013089372776449, "loss_sem_seg": 0.30915835686028004, "lr": 0.01, "mask_rcnn/accuracy": 0.8557982568027211, "mask_rcnn/false_negative": 0.1113093850974488, "mask_rcnn/false_positive": 0.1518322135011978, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7283270405605435, "total_loss": 1.765962625559041} {"data_time": 0.009120534174144268, "eta_seconds": 167055.45077135414, "iteration": 42939, "loss_fcos_cls": 0.28605371294543147, "loss_fcos_ctr": 0.6253623543307185, "loss_fcos_loc": 0.22115136054344475, "loss_mask": 0.27163929771631956, "loss_maskiou": 0.00605438876664266, "loss_sem_seg": 0.3612586432136595, "lr": 0.01, "mask_rcnn/accuracy": 0.8695276497695852, "mask_rcnn/false_negative": 0.10913448753319233, "mask_rcnn/false_positive": 0.14762788782851366, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.75, "time": 0.732858007773757, "total_loss": 1.7775837499466434} {"data_time": 0.009822471998631954, "eta_seconds": 167040.7361835763, "iteration": 42959, "loss_fcos_cls": 0.30386687139980495, "loss_fcos_ctr": 0.62545061763376, "loss_fcos_loc": 0.21730386489070952, "loss_mask": 0.2872117040678859, "loss_maskiou": 0.007337430797633715, "loss_sem_seg": 0.31019251700490713, "lr": 0.01, "mask_rcnn/accuracy": 0.8759742258972554, "mask_rcnn/false_negative": 0.08999871715068362, "mask_rcnn/false_positive": 0.15567620589920717, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.75, "time": 0.7422581417486072, "total_loss": 1.7448481828760123} {"data_time": 0.009668076410889626, "eta_seconds": 167128.3018100923, "iteration": 42979, "loss_fcos_cls": 0.3006793668027967, "loss_fcos_ctr": 0.6227512340992689, "loss_fcos_loc": 0.21043300512246788, "loss_mask": 0.2839884618297219, "loss_maskiou": 0.0065623000264167786, "loss_sem_seg": 0.38476058654487133, "lr": 0.01, "mask_rcnn/accuracy": 0.871600563302244, "mask_rcnn/false_negative": 0.08158516102512284, "mask_rcnn/false_positive": 0.14998657265649235, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.7364748939871788, "total_loss": 1.8085503272159258} {"data_time": 0.010047242976725101, "eta_seconds": 167141.11662882473, "iteration": 42999, "loss_fcos_cls": 0.28985975263640285, "loss_fcos_ctr": 0.6250480143353343, "loss_fcos_loc": 0.21551909227855504, "loss_mask": 0.2862276304513216, "loss_maskiou": 0.006811130224377848, "loss_sem_seg": 0.3490915959700942, "lr": 0.01, "mask_rcnn/accuracy": 0.8736887278275797, "mask_rcnn/false_negative": 0.08177560471846643, "mask_rcnn/false_positive": 0.11801381349530313, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7446066178381443, "total_loss": 1.7757788458402501} {"data_time": 0.010464688763022423, "eta_seconds": 167068.233559818, "iteration": 43019, "loss_fcos_cls": 0.3008279351051897, "loss_fcos_ctr": 0.627051149494946, "loss_fcos_loc": 0.22937024029670283, "loss_mask": 0.2884963508695364, "loss_maskiou": 0.007047673265333287, "loss_sem_seg": 0.32571194507181644, "lr": 0.01, "mask_rcnn/accuracy": 0.8841374746434718, "mask_rcnn/false_negative": 0.10938937583626701, "mask_rcnn/false_positive": 0.12728368376415844, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.5, "time": 0.7283801166340709, "total_loss": 1.7600492082856363} {"data_time": 0.00945679098367691, "eta_seconds": 167053.51265951712, "iteration": 43039, "loss_fcos_cls": 0.3029359623324126, "loss_fcos_ctr": 0.6261286744847894, "loss_fcos_loc": 0.22703754482790828, "loss_mask": 0.286749005317688, "loss_maskiou": 0.006636005535256118, "loss_sem_seg": 0.30411943420767784, "lr": 0.01, "mask_rcnn/accuracy": 0.8774868192549545, "mask_rcnn/false_negative": 0.0857367933132724, "mask_rcnn/false_positive": 0.12866986103927602, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.75, "time": 0.7269121175631881, "total_loss": 1.7576832001213916} {"data_time": 0.010118227452039719, "eta_seconds": 167069.4074164247, "iteration": 43059, "loss_fcos_cls": 0.29683002503588796, "loss_fcos_ctr": 0.6236118273809552, "loss_fcos_loc": 0.20887722552288324, "loss_mask": 0.2874027984216809, "loss_maskiou": 0.006337425933452323, "loss_sem_seg": 0.3580393367446959, "lr": 0.01, "mask_rcnn/accuracy": 0.861332848356734, "mask_rcnn/false_negative": 0.0971956972648089, "mask_rcnn/false_positive": 0.186553805381513, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.75, "time": 0.7338391020894051, "total_loss": 1.7990057290153345} {"data_time": 0.010223106481134892, "eta_seconds": 167054.68381800782, "iteration": 43079, "loss_fcos_cls": 0.28451938298530877, "loss_fcos_ctr": 0.6227042274549603, "loss_fcos_loc": 0.21556271699955687, "loss_mask": 0.28396206069737673, "loss_maskiou": 0.006886382441734895, "loss_sem_seg": 0.3281813496723771, "lr": 0.01, "mask_rcnn/accuracy": 0.8811717995205095, "mask_rcnn/false_negative": 0.10155923125423987, "mask_rcnn/false_positive": 0.14329777456640969, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.25, "time": 0.7455294979736209, "total_loss": 1.7420555130083812} {"data_time": 0.009937586262822151, "eta_seconds": 167052.82927590422, "iteration": 43099, "loss_fcos_cls": 0.306821326026693, "loss_fcos_ctr": 0.625627146102488, "loss_fcos_loc": 0.2163871149532497, "loss_mask": 0.282116805203259, "loss_maskiou": 0.006528605917992536, "loss_sem_seg": 0.3364306455478072, "lr": 0.01, "mask_rcnn/accuracy": 0.8766427025355596, "mask_rcnn/false_negative": 0.11893697635364059, "mask_rcnn/false_positive": 0.16670924680961938, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.0, "time": 0.7612693952396512, "total_loss": 1.7502413621987216} {"data_time": 0.009369277395308018, "eta_seconds": 167034.91413355898, "iteration": 43119, "loss_fcos_cls": 0.2804340673610568, "loss_fcos_ctr": 0.6237207460217178, "loss_fcos_loc": 0.20955090937786736, "loss_mask": 0.28139057476073503, "loss_maskiou": 0.007217787046101876, "loss_sem_seg": 0.30459815030917525, "lr": 0.01, "mask_rcnn/accuracy": 0.8618529997994284, "mask_rcnn/false_negative": 0.09963781159117523, "mask_rcnn/false_positive": 0.15262002587021128, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7384690269827843, "total_loss": 1.7105036783759715} {"data_time": 0.010015329346060753, "eta_seconds": 167010.51302275714, "iteration": 43139, "loss_fcos_cls": 0.29464451130479574, "loss_fcos_ctr": 0.622925971634686, "loss_fcos_loc": 0.20729842921718955, "loss_mask": 0.279262769035995, "loss_maskiou": 0.007401194030535407, "loss_sem_seg": 0.3192775910720229, "lr": 0.01, "mask_rcnn/accuracy": 0.8911651395251978, "mask_rcnn/false_negative": 0.09046545567911263, "mask_rcnn/false_positive": 0.1584947404017719, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.7318274164572358, "total_loss": 1.7255835965115693} {"data_time": 0.00991726852953434, "eta_seconds": 166965.18725771178, "iteration": 43159, "loss_fcos_cls": 0.2864599371678196, "loss_fcos_ctr": 0.6221643185708672, "loss_fcos_loc": 0.20841443445533514, "loss_mask": 0.28098691534250975, "loss_maskiou": 0.006174504829687066, "loss_sem_seg": 0.30733513087034225, "lr": 0.01, "mask_rcnn/accuracy": 0.8799259841283094, "mask_rcnn/false_negative": 0.09643273040942599, "mask_rcnn/false_positive": 0.13231248280867192, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7375883487984538, "total_loss": 1.701695140101947} {"data_time": 0.009876994416117668, "eta_seconds": 166993.93034490757, "iteration": 43179, "loss_fcos_cls": 0.29630057886242867, "loss_fcos_ctr": 0.6225520223379135, "loss_fcos_loc": 0.21601727372035384, "loss_mask": 0.2781724687665701, "loss_maskiou": 0.006465910089900717, "loss_sem_seg": 0.3462451817467809, "lr": 0.01, "mask_rcnn/accuracy": 0.9015110427732738, "mask_rcnn/false_negative": 0.08465448346308459, "mask_rcnn/false_positive": 0.11060435482333887, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.75, "time": 0.7297104354947805, "total_loss": 1.765382509038318} {"data_time": 0.010777827352285385, "eta_seconds": 167000.05984567106, "iteration": 43199, "loss_fcos_cls": 0.289950342499651, "loss_fcos_ctr": 0.6233999291434884, "loss_fcos_loc": 0.20925389393232763, "loss_mask": 0.2863706164062023, "loss_maskiou": 0.00677416383405216, "loss_sem_seg": 0.34661191795021296, "lr": 0.01, "mask_rcnn/accuracy": 0.8553516313932981, "mask_rcnn/false_negative": 0.0992768806356352, "mask_rcnn/false_positive": 0.1570268944613024, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7468297705054283, "total_loss": 1.7532203961745836} {"data_time": 0.00981225911527872, "eta_seconds": 167059.50828050915, "iteration": 43219, "loss_fcos_cls": 0.30174112133681774, "loss_fcos_ctr": 0.6225019101984799, "loss_fcos_loc": 0.21735640341648832, "loss_mask": 0.28863565996289253, "loss_maskiou": 0.006860834211693145, "loss_sem_seg": 0.33957889524754137, "lr": 0.01, "mask_rcnn/accuracy": 0.8826760069107007, "mask_rcnn/false_negative": 0.10313519257199605, "mask_rcnn/false_positive": 0.15187642434530194, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.737550051882863, "total_loss": 1.8003429698583204} {"data_time": 0.00915551371872425, "eta_seconds": 167012.02123163547, "iteration": 43239, "loss_fcos_cls": 0.30640270886942744, "loss_fcos_ctr": 0.62368428055197, "loss_fcos_loc": 0.22392262308858335, "loss_mask": 0.28377441316843033, "loss_maskiou": 0.007176989791332744, "loss_sem_seg": 0.31164983473718166, "lr": 0.01, "mask_rcnn/accuracy": 0.8842775179017257, "mask_rcnn/false_negative": 0.10296984711487592, "mask_rcnn/false_positive": 0.1357424000600171, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.25, "time": 0.7275404334068298, "total_loss": 1.7479746147873811} {"data_time": 0.01103964913636446, "eta_seconds": 166966.1750421226, "iteration": 43259, "loss_fcos_cls": 0.2965613065753132, "loss_fcos_ctr": 0.627565773203969, "loss_fcos_loc": 0.21898921963293105, "loss_mask": 0.29230337496846914, "loss_maskiou": 0.0064830763440113515, "loss_sem_seg": 0.32658051745966077, "lr": 0.01, "mask_rcnn/accuracy": 0.8634605764874661, "mask_rcnn/false_negative": 0.10195574270614016, "mask_rcnn/false_positive": 0.13930563771465515, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.725972656160593, "total_loss": 1.7488788636401296} {"data_time": 0.010728788562119007, "eta_seconds": 167015.30894063134, "iteration": 43279, "loss_fcos_cls": 0.2894125357270241, "loss_fcos_ctr": 0.6236483138054609, "loss_fcos_loc": 0.21296225441619754, "loss_mask": 0.2775293244048953, "loss_maskiou": 0.006231238934560679, "loss_sem_seg": 0.3317107744514942, "lr": 0.01, "mask_rcnn/accuracy": 0.8694743522408963, "mask_rcnn/false_negative": 0.10743685569482352, "mask_rcnn/false_positive": 0.1421798196604434, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.5, "time": 0.7413912331685424, "total_loss": 1.739966918295977} {"data_time": 0.009857541881501675, "eta_seconds": 166936.72008249164, "iteration": 43299, "loss_fcos_cls": 0.2862487763632089, "loss_fcos_ctr": 0.6246981658041477, "loss_fcos_loc": 0.2139597274363041, "loss_mask": 0.2839674986898899, "loss_maskiou": 0.006227829784620553, "loss_sem_seg": 0.31188774993643165, "lr": 0.01, "mask_rcnn/accuracy": 0.8786665851457108, "mask_rcnn/false_negative": 0.10518940563383994, "mask_rcnn/false_positive": 0.13582529185720227, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7351972721517086, "total_loss": 1.7470004671195056} {"data_time": 0.010283321142196655, "eta_seconds": 166985.84271404613, "iteration": 43319, "loss_fcos_cls": 0.3084106082096696, "loss_fcos_ctr": 0.6242089569568634, "loss_fcos_loc": 0.21613927488215268, "loss_mask": 0.29390321858227253, "loss_maskiou": 0.006278851251408923, "loss_sem_seg": 0.34588943095877767, "lr": 0.01, "mask_rcnn/accuracy": 0.8740030131159163, "mask_rcnn/false_negative": 0.09089213523693476, "mask_rcnn/false_positive": 0.1829873659015091, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7364220367744565, "total_loss": 1.8080576807551552} {"data_time": 0.009212112054228783, "eta_seconds": 166928.2333512446, "iteration": 43339, "loss_fcos_cls": 0.3036248292773962, "loss_fcos_ctr": 0.6229268573224545, "loss_fcos_loc": 0.2101469892077148, "loss_mask": 0.2819291278719902, "loss_maskiou": 0.00617988919839263, "loss_sem_seg": 0.3443462853319943, "lr": 0.01, "mask_rcnn/accuracy": 0.8738402881477794, "mask_rcnn/false_negative": 0.10948213195278868, "mask_rcnn/false_positive": 0.15070845974792038, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.7452828912064433, "total_loss": 1.7705885411705822} {"data_time": 0.00968840066343546, "eta_seconds": 167028.37763614208, "iteration": 43359, "loss_fcos_cls": 0.29152558743953705, "loss_fcos_ctr": 0.624823400285095, "loss_fcos_loc": 0.21357632987201214, "loss_mask": 0.28092524874955416, "loss_maskiou": 0.006474584217357915, "loss_sem_seg": 0.3303546691313386, "lr": 0.01, "mask_rcnn/accuracy": 0.8755602784592098, "mask_rcnn/false_negative": 0.10110755006870781, "mask_rcnn/false_positive": 0.14523700272750834, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7660825662314892, "total_loss": 1.742272892355686} {"data_time": 0.009784135967493057, "eta_seconds": 166946.9512530286, "iteration": 43379, "loss_fcos_cls": 0.29040881781838834, "loss_fcos_ctr": 0.6241021156311035, "loss_fcos_loc": 0.2183297446463257, "loss_mask": 0.2835238170810044, "loss_maskiou": 0.006449590393458493, "loss_sem_seg": 0.2787639503367245, "lr": 0.01, "mask_rcnn/accuracy": 0.8825651424559275, "mask_rcnn/false_negative": 0.10300321837938518, "mask_rcnn/false_positive": 0.15912415258646218, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 43.25, "time": 0.7258565127849579, "total_loss": 1.7171174305767636} {"data_time": 0.009649688377976418, "eta_seconds": 167017.61213018093, "iteration": 43399, "loss_fcos_cls": 0.2870410941541195, "loss_fcos_ctr": 0.6216230997815728, "loss_fcos_loc": 0.2121934382012114, "loss_mask": 0.2703572050668299, "loss_maskiou": 0.006688969137030654, "loss_sem_seg": 0.32317613577470183, "lr": 0.01, "mask_rcnn/accuracy": 0.8865655481609429, "mask_rcnn/false_negative": 0.08779463574599877, "mask_rcnn/false_positive": 0.13539167771604832, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.5, "time": 0.7388903247192502, "total_loss": 1.7060002875805367} {"data_time": 0.01038034912198782, "eta_seconds": 166947.9505241504, "iteration": 43419, "loss_fcos_cls": 0.28651626082137227, "loss_fcos_ctr": 0.6224652682431042, "loss_fcos_loc": 0.2171934872167185, "loss_mask": 0.28428558725863695, "loss_maskiou": 0.007293386894161813, "loss_sem_seg": 0.31532939872704446, "lr": 0.01, "mask_rcnn/accuracy": 0.8794816190065328, "mask_rcnn/false_negative": 0.079571783245274, "mask_rcnn/false_positive": 0.13958628288557537, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 38.5, "time": 0.7260813135653734, "total_loss": 1.7345855847597704} {"data_time": 0.00997399166226387, "eta_seconds": 166981.20208463818, "iteration": 43439, "loss_fcos_cls": 0.29484873241744936, "loss_fcos_ctr": 0.6255269695539027, "loss_fcos_loc": 0.22277499013580382, "loss_mask": 0.28886735811829567, "loss_maskiou": 0.007007001637248322, "loss_sem_seg": 0.29797022975981236, "lr": 0.01, "mask_rcnn/accuracy": 0.9024143807007339, "mask_rcnn/false_negative": 0.07433380664490849, "mask_rcnn/false_positive": 0.1381396444969511, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.5, "time": 0.7472794251516461, "total_loss": 1.7292237175861374} {"data_time": 0.010184567421674728, "eta_seconds": 166818.90024396777, "iteration": 43459, "loss_fcos_cls": 0.2866667462512851, "loss_fcos_ctr": 0.6236631218343973, "loss_fcos_loc": 0.21830350579693913, "loss_mask": 0.2825524676591158, "loss_maskiou": 0.007600664685014635, "loss_sem_seg": 0.3265830874443054, "lr": 0.01, "mask_rcnn/accuracy": 0.872494560887418, "mask_rcnn/false_negative": 0.11394125086937776, "mask_rcnn/false_positive": 0.11391724168130268, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.25, "time": 0.7300288965925574, "total_loss": 1.7489156064548297} {"data_time": 0.00974557176232338, "eta_seconds": 166706.40249713045, "iteration": 43479, "loss_fcos_cls": 0.2974557348061353, "loss_fcos_ctr": 0.6231807228177786, "loss_fcos_loc": 0.2178829899057746, "loss_mask": 0.28087966423481703, "loss_maskiou": 0.006426887179259211, "loss_sem_seg": 0.3519809301942587, "lr": 0.01, "mask_rcnn/accuracy": 0.8662865773754092, "mask_rcnn/false_negative": 0.10759650779153569, "mask_rcnn/false_positive": 0.15940250195541505, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.0, "time": 0.7398422425612807, "total_loss": 1.7649075440276647} {"data_time": 0.01024832483381033, "eta_seconds": 166668.26173856296, "iteration": 43499, "loss_fcos_cls": 0.2902730673085898, "loss_fcos_ctr": 0.6238976866006851, "loss_fcos_loc": 0.2139405393972993, "loss_mask": 0.2662474401295185, "loss_maskiou": 0.006710450164973736, "loss_sem_seg": 0.3224968183785677, "lr": 0.01, "mask_rcnn/accuracy": 0.9088193889306875, "mask_rcnn/false_negative": 0.06323730912471762, "mask_rcnn/false_positive": 0.11012343006408812, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.75, "time": 0.7130159130319953, "total_loss": 1.6999362260357884} {"data_time": 0.010580270551145077, "eta_seconds": 166635.21963294037, "iteration": 43519, "loss_fcos_cls": 0.2895725485868752, "loss_fcos_ctr": 0.6229866361245513, "loss_fcos_loc": 0.22295203199610114, "loss_mask": 0.29656706703826785, "loss_maskiou": 0.006889325341035146, "loss_sem_seg": 0.31188729172572494, "lr": 0.01, "mask_rcnn/accuracy": 0.8657194822373393, "mask_rcnn/false_negative": 0.11169037890399937, "mask_rcnn/false_positive": 0.14442231422200008, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.75, "time": 0.725384266115725, "total_loss": 1.764637040461821} {"data_time": 0.009345730766654015, "eta_seconds": 166586.67942991108, "iteration": 43539, "loss_fcos_cls": 0.2928876141086221, "loss_fcos_ctr": 0.6246530888602138, "loss_fcos_loc": 0.22235230077058077, "loss_mask": 0.2920751040801406, "loss_maskiou": 0.007200747881142888, "loss_sem_seg": 0.31045064819045365, "lr": 0.01, "mask_rcnn/accuracy": 0.8670368781153014, "mask_rcnn/false_negative": 0.09942078612713812, "mask_rcnn/false_positive": 0.11865184978015866, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7201124848797917, "total_loss": 1.7503260255689383} {"data_time": 0.009935373440384865, "eta_seconds": 166542.7347921217, "iteration": 43559, "loss_fcos_cls": 0.29656294686719775, "loss_fcos_ctr": 0.6221791496500373, "loss_fcos_loc": 0.2170442217029631, "loss_mask": 0.2856340566650033, "loss_maskiou": 0.0066233229081262834, "loss_sem_seg": 0.36436164984479547, "lr": 0.01, "mask_rcnn/accuracy": 0.8614028244970104, "mask_rcnn/false_negative": 0.11731172139647075, "mask_rcnn/false_positive": 0.16755951309495698, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 26.75, "time": 0.7224822640419006, "total_loss": 1.7676826726674335} {"data_time": 0.009757015854120255, "eta_seconds": 166542.91775294114, "iteration": 43579, "loss_fcos_cls": 0.2934545757016167, "loss_fcos_ctr": 0.6238380325958133, "loss_fcos_loc": 0.21033230176544748, "loss_mask": 0.2776010734960437, "loss_maskiou": 0.006489850449725054, "loss_sem_seg": 0.32103560073301196, "lr": 0.01, "mask_rcnn/accuracy": 0.8625, "mask_rcnn/false_negative": 0.0972632106527311, "mask_rcnn/false_positive": 0.15111632353565385, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 40.5, "time": 0.7370360596105456, "total_loss": 1.7569756064549438} {"data_time": 0.009867539629340172, "eta_seconds": 166507.16504494753, "iteration": 43599, "loss_fcos_cls": 0.2911861250177026, "loss_fcos_ctr": 0.6283713011071086, "loss_fcos_loc": 0.22787235293071717, "loss_mask": 0.2786939782090485, "loss_maskiou": 0.00622920916066505, "loss_sem_seg": 0.3262993888929486, "lr": 0.01, "mask_rcnn/accuracy": 0.8720451650980027, "mask_rcnn/false_negative": 0.08652634430347717, "mask_rcnn/false_positive": 0.169484880684599, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7317642606794834, "total_loss": 1.763465849548993} {"data_time": 0.01016734167933464, "eta_seconds": 166490.10836274922, "iteration": 43619, "loss_fcos_cls": 0.3048818774987012, "loss_fcos_ctr": 0.6257827496156096, "loss_fcos_loc": 0.22365462686866522, "loss_mask": 0.27804032899439335, "loss_maskiou": 0.006162789206427988, "loss_sem_seg": 0.29499749187380075, "lr": 0.01, "mask_rcnn/accuracy": 0.8932065204130433, "mask_rcnn/false_negative": 0.08700561370080725, "mask_rcnn/false_positive": 0.12676538185492825, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7294528726488352, "total_loss": 1.7583973703876836} {"data_time": 0.009219313971698284, "eta_seconds": 166475.39952160418, "iteration": 43639, "loss_fcos_cls": 0.30256804963573813, "loss_fcos_ctr": 0.6208549570292234, "loss_fcos_loc": 0.21203427179716527, "loss_mask": 0.27851704973727465, "loss_maskiou": 0.0061092702962923795, "loss_sem_seg": 0.3124135211110115, "lr": 0.01, "mask_rcnn/accuracy": 0.8746028385844133, "mask_rcnn/false_negative": 0.10071533981048114, "mask_rcnn/false_positive": 0.14819875112170777, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.5, "time": 0.7368318317458034, "total_loss": 1.7421392358664889} {"data_time": 0.009770619682967663, "eta_seconds": 166463.0378992958, "iteration": 43659, "loss_fcos_cls": 0.28636097628623247, "loss_fcos_ctr": 0.6245495537295938, "loss_fcos_loc": 0.21891309740021825, "loss_mask": 0.28211699798703194, "loss_maskiou": 0.0064230018615489826, "loss_sem_seg": 0.3011736774351448, "lr": 0.01, "mask_rcnn/accuracy": 0.8759242044275337, "mask_rcnn/false_negative": 0.10032705767262964, "mask_rcnn/false_positive": 0.16071289404825786, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7378539042547345, "total_loss": 1.7246991861175047} {"data_time": 0.010317709296941757, "eta_seconds": 166325.1458451245, "iteration": 43679, "loss_fcos_cls": 0.300671806326136, "loss_fcos_ctr": 0.625228576362133, "loss_fcos_loc": 0.2197772895451635, "loss_mask": 0.29022360872477293, "loss_maskiou": 0.00609578138391953, "loss_sem_seg": 0.2895655017346144, "lr": 0.01, "mask_rcnn/accuracy": 0.8749254571958653, "mask_rcnn/false_negative": 0.09087251659054585, "mask_rcnn/false_positive": 0.14755412478305954, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7299163779243827, "total_loss": 1.720138238517393} {"data_time": 0.010072763077914715, "eta_seconds": 166431.27299816906, "iteration": 43699, "loss_fcos_cls": 0.29418630711734295, "loss_fcos_ctr": 0.6222126130014658, "loss_fcos_loc": 0.21630197612103075, "loss_mask": 0.29712417628616095, "loss_maskiou": 0.006535589447594248, "loss_sem_seg": 0.32489162124693394, "lr": 0.01, "mask_rcnn/accuracy": 0.8840794719527155, "mask_rcnn/false_negative": 0.07988030240934141, "mask_rcnn/false_positive": 0.15469967075988303, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7281411113217473, "total_loss": 1.7491630273507326} {"data_time": 0.010109540075063705, "eta_seconds": 166418.91075364407, "iteration": 43719, "loss_fcos_cls": 0.29187713796272874, "loss_fcos_ctr": 0.6267766896635294, "loss_fcos_loc": 0.20988721051253378, "loss_mask": 0.2859312603250146, "loss_maskiou": 0.0070097418647492304, "loss_sem_seg": 0.3105599470436573, "lr": 0.01, "mask_rcnn/accuracy": 0.8676608461268018, "mask_rcnn/false_negative": 0.09360909857592595, "mask_rcnn/false_positive": 0.1491440226701442, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7530444404110312, "total_loss": 1.7700207192501693} {"data_time": 0.010698203928768635, "eta_seconds": 166401.855315879, "iteration": 43739, "loss_fcos_cls": 0.3000916230957955, "loss_fcos_ctr": 0.6226292485371232, "loss_fcos_loc": 0.20878934592474252, "loss_mask": 0.28721354622393847, "loss_maskiou": 0.006616446451516822, "loss_sem_seg": 0.3514160574413836, "lr": 0.01, "mask_rcnn/accuracy": 0.8688825253259705, "mask_rcnn/false_negative": 0.1126455204795252, "mask_rcnn/false_positive": 0.14974138951173227, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.75, "time": 0.7420164719223976, "total_loss": 1.7218516057473607} {"data_time": 0.009255004115402699, "eta_seconds": 166458.63770018704, "iteration": 43759, "loss_fcos_cls": 0.3008348005823791, "loss_fcos_ctr": 0.6232524067163467, "loss_fcos_loc": 0.21599455899558961, "loss_mask": 0.268273314461112, "loss_maskiou": 0.005888210238481406, "loss_sem_seg": 0.32692399667575955, "lr": 0.01, "mask_rcnn/accuracy": 0.8842484842963159, "mask_rcnn/false_negative": 0.07922050048622792, "mask_rcnn/false_positive": 0.1719081276473828, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7491164896637201, "total_loss": 1.740486732651334} {"data_time": 0.00994908157736063, "eta_seconds": 166443.92253912427, "iteration": 43779, "loss_fcos_cls": 0.2857742100022733, "loss_fcos_ctr": 0.620723083615303, "loss_fcos_loc": 0.20990850077942014, "loss_mask": 0.28363311383873224, "loss_maskiou": 0.006709595792926848, "loss_sem_seg": 0.3276722515001893, "lr": 0.01, "mask_rcnn/accuracy": 0.8721733430214191, "mask_rcnn/false_negative": 0.10837297533341939, "mask_rcnn/false_positive": 0.14156243662460494, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.75, "time": 0.7385641885921359, "total_loss": 1.733668213331839} {"data_time": 0.010797984898090363, "eta_seconds": 166447.51004862972, "iteration": 43799, "loss_fcos_cls": 0.29564212751574814, "loss_fcos_ctr": 0.6238428298383951, "loss_fcos_loc": 0.20809257053770125, "loss_mask": 0.2832653187215328, "loss_maskiou": 0.006486896410933696, "loss_sem_seg": 0.37820822605863214, "lr": 0.01, "mask_rcnn/accuracy": 0.864847276049843, "mask_rcnn/false_negative": 0.1168775997567805, "mask_rcnn/false_positive": 0.15529510012260328, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.745778608135879, "total_loss": 1.7955938305676682} {"data_time": 0.00970920268446207, "eta_seconds": 166454.71977523062, "iteration": 43819, "loss_fcos_cls": 0.3019108269363642, "loss_fcos_ctr": 0.6278025973588228, "loss_fcos_loc": 0.22866506990976632, "loss_mask": 0.29074292071163654, "loss_maskiou": 0.00707330388831906, "loss_sem_seg": 0.3542601764202118, "lr": 0.01, "mask_rcnn/accuracy": 0.8588680081540256, "mask_rcnn/false_negative": 0.12136671889240441, "mask_rcnn/false_positive": 0.15402141200627723, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7598764710128307, "total_loss": 1.8166769379749894} {"data_time": 0.00980402436107397, "eta_seconds": 166441.46324249636, "iteration": 43839, "loss_fcos_cls": 0.29773982940241694, "loss_fcos_ctr": 0.6219737865030766, "loss_fcos_loc": 0.2026951762381941, "loss_mask": 0.27388347033411264, "loss_maskiou": 0.006504354845674243, "loss_sem_seg": 0.3030314785428345, "lr": 0.01, "mask_rcnn/accuracy": 0.86503593372833, "mask_rcnn/false_negative": 0.09081357151532826, "mask_rcnn/false_positive": 0.15306437467854644, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.5, "time": 0.7199662337079644, "total_loss": 1.704076585425355} {"data_time": 0.008981181308627129, "eta_seconds": 166418.22626473568, "iteration": 43859, "loss_fcos_cls": 0.2654880955815315, "loss_fcos_ctr": 0.6197957638651133, "loss_fcos_loc": 0.20848581101745367, "loss_mask": 0.2708839373663068, "loss_maskiou": 0.005935779714491218, "loss_sem_seg": 0.32483022194355726, "lr": 0.01, "mask_rcnn/accuracy": 0.8726757139544129, "mask_rcnn/false_negative": 0.0794082634610235, "mask_rcnn/false_positive": 0.17934496754861676, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7310256287455559, "total_loss": 1.7013237205392215} {"data_time": 0.009090345352888107, "eta_seconds": 166410.5636207061, "iteration": 43879, "loss_fcos_cls": 0.29312271252274513, "loss_fcos_ctr": 0.6244631195440888, "loss_fcos_loc": 0.22136544971726835, "loss_mask": 0.28702467400580645, "loss_maskiou": 0.005845344247063622, "loss_sem_seg": 0.31387986429035664, "lr": 0.01, "mask_rcnn/accuracy": 0.8825889127580857, "mask_rcnn/false_negative": 0.11360792248393456, "mask_rcnn/false_positive": 0.15426331613945993, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.5, "time": 0.7411504769697785, "total_loss": 1.7613748252188088} {"data_time": 0.009615530259907246, "eta_seconds": 166395.84490253124, "iteration": 43899, "loss_fcos_cls": 0.29932217532768846, "loss_fcos_ctr": 0.6229557134211063, "loss_fcos_loc": 0.21241760242264718, "loss_mask": 0.27668607514351606, "loss_maskiou": 0.006539402682392392, "loss_sem_seg": 0.3228941895067692, "lr": 0.01, "mask_rcnn/accuracy": 0.8895524118738405, "mask_rcnn/false_negative": 0.08867278001686799, "mask_rcnn/false_positive": 0.13254070092593695, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.0, "time": 0.7364179044961929, "total_loss": 1.804419888452685} {"data_time": 0.010858984664082527, "eta_seconds": 166381.1261843564, "iteration": 43919, "loss_fcos_cls": 0.291593240108341, "loss_fcos_ctr": 0.6246500918641686, "loss_fcos_loc": 0.2128869593143463, "loss_mask": 0.3001053435727954, "loss_maskiou": 0.00686723756371066, "loss_sem_seg": 0.3456603353843093, "lr": 0.01, "mask_rcnn/accuracy": 0.8782118268994344, "mask_rcnn/false_negative": 0.098859268307559, "mask_rcnn/false_positive": 0.14807291000146644, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7321927724406123, "total_loss": 1.7933096195047256} {"data_time": 0.009002825245261192, "eta_seconds": 166367.869005098, "iteration": 43939, "loss_fcos_cls": 0.30335440998896956, "loss_fcos_ctr": 0.6236070687882602, "loss_fcos_loc": 0.21546176366973668, "loss_mask": 0.29418474063277245, "loss_maskiou": 0.007087598678481299, "loss_sem_seg": 0.3327370095066726, "lr": 0.01, "mask_rcnn/accuracy": 0.8690510111917716, "mask_rcnn/false_negative": 0.10784932422024267, "mask_rcnn/false_positive": 0.14831009707263232, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.25, "time": 0.7547485316172242, "total_loss": 1.805466280951805} {"data_time": 0.01001420896500349, "eta_seconds": 166351.6887480067, "iteration": 43959, "loss_fcos_cls": 0.30115181603468955, "loss_fcos_ctr": 0.625184116885066, "loss_fcos_loc": 0.22024192090611905, "loss_mask": 0.293232592754066, "loss_maskiou": 0.006417879725631792, "loss_sem_seg": 0.32290410925634205, "lr": 0.01, "mask_rcnn/accuracy": 0.8873605918785833, "mask_rcnn/false_negative": 0.09427777923047415, "mask_rcnn/false_positive": 0.12166833236952304, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.744295728392899, "total_loss": 1.7664195436082082} {"data_time": 0.011490551754832268, "eta_seconds": 166315.05903466977, "iteration": 43979, "loss_fcos_cls": 0.3019544512499124, "loss_fcos_ctr": 0.6205411478877068, "loss_fcos_loc": 0.20831294590607285, "loss_mask": 0.2877982147037983, "loss_maskiou": 0.007210140800452791, "loss_sem_seg": 0.3330385801382363, "lr": 0.01, "mask_rcnn/accuracy": 0.866279078595724, "mask_rcnn/false_negative": 0.09106718262778664, "mask_rcnn/false_positive": 0.19442394536718968, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.5, "time": 0.7322968076914549, "total_loss": 1.770053527012351} {"data_time": 0.010575864464044571, "eta_seconds": 166259.04358631186, "iteration": 43999, "loss_fcos_cls": 0.2924099564552307, "loss_fcos_ctr": 0.622864012606442, "loss_fcos_loc": 0.21462366776540875, "loss_mask": 0.2801760630682111, "loss_maskiou": 0.00608163743163459, "loss_sem_seg": 0.3289901502430439, "lr": 0.01, "mask_rcnn/accuracy": 0.8693506586437169, "mask_rcnn/false_negative": 0.09474086438400234, "mask_rcnn/false_positive": 0.16067715785930198, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.25, "time": 0.7363242991268635, "total_loss": 1.759077046153834} {"data_time": 0.010399344377219677, "eta_seconds": 166307.53259348217, "iteration": 44019, "loss_fcos_cls": 0.29632328916341066, "loss_fcos_ctr": 0.6208771429955959, "loss_fcos_loc": 0.20830725692212582, "loss_mask": 0.27719226013869047, "loss_maskiou": 0.006161126118968241, "loss_sem_seg": 0.27541269548237324, "lr": 0.01, "mask_rcnn/accuracy": 0.8816645408163265, "mask_rcnn/false_negative": 0.09844391250661252, "mask_rcnn/false_positive": 0.13979696096660735, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.75, "time": 0.7502127410843968, "total_loss": 1.6784813252670574} {"data_time": 0.009821876883506775, "eta_seconds": 166323.62666746974, "iteration": 44039, "loss_fcos_cls": 0.2811871257144958, "loss_fcos_ctr": 0.6228603557683527, "loss_fcos_loc": 0.21233415184542537, "loss_mask": 0.28044750820845366, "loss_maskiou": 0.006298695639998186, "loss_sem_seg": 0.35253324592486024, "lr": 0.01, "mask_rcnn/accuracy": 0.8887781675170068, "mask_rcnn/false_negative": 0.10695173314685523, "mask_rcnn/false_positive": 0.14406142856771298, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.5, "time": 0.7356579722836614, "total_loss": 1.7173907007672824} {"data_time": 0.009811225347220898, "eta_seconds": 166278.09515713248, "iteration": 44059, "loss_fcos_cls": 0.28550506057217717, "loss_fcos_ctr": 0.6221594391390681, "loss_fcos_loc": 0.21200703585054725, "loss_mask": 0.28261374263092875, "loss_maskiou": 0.006781149510061368, "loss_sem_seg": 0.2924027272965759, "lr": 0.01, "mask_rcnn/accuracy": 0.8680756895647285, "mask_rcnn/false_negative": 0.10476275415517741, "mask_rcnn/false_positive": 0.16022448698119235, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.75, "time": 0.7213245136663318, "total_loss": 1.7199766000703676} {"data_time": 0.010099082253873348, "eta_seconds": 166263.37643895764, "iteration": 44079, "loss_fcos_cls": 0.30060828756541014, "loss_fcos_ctr": 0.6253322013653815, "loss_fcos_loc": 0.22148248297162354, "loss_mask": 0.29010709654539824, "loss_maskiou": 0.006632415075728204, "loss_sem_seg": 0.3349825502373278, "lr": 0.01, "mask_rcnn/accuracy": 0.8850206787260358, "mask_rcnn/false_negative": 0.09041288475514941, "mask_rcnn/false_positive": 0.16017544806833428, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7451246436685324, "total_loss": 1.7697624799329787} {"data_time": 0.009437896311283112, "eta_seconds": 166185.47796333395, "iteration": 44099, "loss_fcos_cls": 0.2907185663934797, "loss_fcos_ctr": 0.6264053052291274, "loss_fcos_loc": 0.22029327135533094, "loss_mask": 0.300370667129755, "loss_maskiou": 0.007202316846814938, "loss_sem_seg": 0.30473685963079333, "lr": 0.01, "mask_rcnn/accuracy": 0.8570841798257764, "mask_rcnn/false_negative": 0.12413726831897455, "mask_rcnn/false_positive": 0.13758847604561092, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 43.25, "time": 0.7318053441122174, "total_loss": 1.7701497917150846} {"data_time": 0.010273182764649391, "eta_seconds": 166146.91393755842, "iteration": 44119, "loss_fcos_cls": 0.2971529164351523, "loss_fcos_ctr": 0.6259909067302942, "loss_fcos_loc": 0.22478231345303357, "loss_mask": 0.2871889900416136, "loss_maskiou": 0.00610901665277197, "loss_sem_seg": 0.3207102548331022, "lr": 0.01, "mask_rcnn/accuracy": 0.8710080349226219, "mask_rcnn/false_negative": 0.0883070585189683, "mask_rcnn/false_positive": 0.14609110287933763, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.25, "time": 0.727941551245749, "total_loss": 1.7909473089093808} {"data_time": 0.00953646283596754, "eta_seconds": 166179.04963999428, "iteration": 44139, "loss_fcos_cls": 0.28758222376927733, "loss_fcos_ctr": 0.624306115321815, "loss_fcos_loc": 0.21892826678231359, "loss_mask": 0.28473319113254547, "loss_maskiou": 0.006620556669076905, "loss_sem_seg": 0.30042290524579585, "lr": 0.01, "mask_rcnn/accuracy": 0.8816013517011116, "mask_rcnn/false_negative": 0.08356626120203532, "mask_rcnn/false_positive": 0.14390861183453196, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.25, "time": 0.740228028036654, "total_loss": 1.7552978594176238} {"data_time": 0.00962073914706707, "eta_seconds": 166188.4876084961, "iteration": 44159, "loss_fcos_cls": 0.3063927013427019, "loss_fcos_ctr": 0.6255526347085834, "loss_fcos_loc": 0.21556292194873095, "loss_mask": 0.27628989424556494, "loss_maskiou": 0.006100559905462433, "loss_sem_seg": 0.30198089499026537, "lr": 0.01, "mask_rcnn/accuracy": 0.8643107977516612, "mask_rcnn/false_negative": 0.11119607797715086, "mask_rcnn/false_positive": 0.13800967519968757, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7485899524763227, "total_loss": 1.7296964177039627} {"data_time": 0.009785424917936325, "eta_seconds": 166149.61931786872, "iteration": 44179, "loss_fcos_cls": 0.3050162505824119, "loss_fcos_ctr": 0.6223683296702802, "loss_fcos_loc": 0.21171389863593504, "loss_mask": 0.2823984809219837, "loss_maskiou": 0.006984068138990551, "loss_sem_seg": 0.3041707631200552, "lr": 0.01, "mask_rcnn/accuracy": 0.8625391090502135, "mask_rcnn/false_negative": 0.1103872943287722, "mask_rcnn/false_positive": 0.165951861261591, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.0, "time": 0.7241306696087122, "total_loss": 1.7201452246226836} {"data_time": 0.009245872497558594, "eta_seconds": 166111.91234035604, "iteration": 44199, "loss_fcos_cls": 0.3016842920333147, "loss_fcos_ctr": 0.6235479852184653, "loss_fcos_loc": 0.21798149473033845, "loss_mask": 0.27636876329779625, "loss_maskiou": 0.006777304301067488, "loss_sem_seg": 0.3355019926093519, "lr": 0.01, "mask_rcnn/accuracy": 0.8875452958961363, "mask_rcnn/false_negative": 0.07893069985343582, "mask_rcnn/false_positive": 0.13621486945039463, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.25, "time": 0.7352724242955446, "total_loss": 1.7827320776414126} {"data_time": 0.010630517266690731, "eta_seconds": 166097.19921576045, "iteration": 44219, "loss_fcos_cls": 0.2944153614807874, "loss_fcos_ctr": 0.6245807018131018, "loss_fcos_loc": 0.21308783150743693, "loss_mask": 0.27487639151513577, "loss_maskiou": 0.006654509386862628, "loss_sem_seg": 0.33947738795541227, "lr": 0.01, "mask_rcnn/accuracy": 0.8695430313733885, "mask_rcnn/false_negative": 0.09284694977353783, "mask_rcnn/false_positive": 0.15801254689647054, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.0, "time": 0.7396642649546266, "total_loss": 1.774036736562266} {"data_time": 0.011082062497735023, "eta_seconds": 166068.10224634688, "iteration": 44239, "loss_fcos_cls": 0.2802064011339098, "loss_fcos_ctr": 0.6253293128684163, "loss_fcos_loc": 0.21442885883152485, "loss_mask": 0.2927601356059313, "loss_maskiou": 0.006189976920722984, "loss_sem_seg": 0.3319929847493768, "lr": 0.01, "mask_rcnn/accuracy": 0.8925426299222446, "mask_rcnn/false_negative": 0.08196946521979348, "mask_rcnn/false_positive": 0.14255213091048047, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.25, "time": 0.7188998432829976, "total_loss": 1.7547256331308745} {"data_time": 0.009554087184369564, "eta_seconds": 166067.7729665693, "iteration": 44259, "loss_fcos_cls": 0.28620562329888344, "loss_fcos_ctr": 0.6222554272972047, "loss_fcos_loc": 0.21179913030937314, "loss_mask": 0.2728522652760148, "loss_maskiou": 0.006211399610037915, "loss_sem_seg": 0.36672967998310924, "lr": 0.01, "mask_rcnn/accuracy": 0.8586893090569561, "mask_rcnn/false_negative": 0.12049418818017571, "mask_rcnn/false_positive": 0.17670719151458278, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.5, "time": 0.729191729798913, "total_loss": 1.749459885444594} {"data_time": 0.009922600351274014, "eta_seconds": 166023.09374521952, "iteration": 44279, "loss_fcos_cls": 0.287155092228204, "loss_fcos_ctr": 0.6221060371026397, "loss_fcos_loc": 0.21455475548282266, "loss_mask": 0.2745630471035838, "loss_maskiou": 0.00591201703355182, "loss_sem_seg": 0.3083261651918292, "lr": 0.01, "mask_rcnn/accuracy": 0.8879309908487205, "mask_rcnn/false_negative": 0.08333828867668006, "mask_rcnn/false_positive": 0.1398045632261866, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.25, "time": 0.7353674750775099, "total_loss": 1.7319533718255116} {"data_time": 0.011501586064696312, "eta_seconds": 166061.32835149206, "iteration": 44299, "loss_fcos_cls": 0.28888479340821505, "loss_fcos_ctr": 0.6235620174556971, "loss_fcos_loc": 0.22207145870197564, "loss_mask": 0.28684048540890217, "loss_maskiou": 0.0070647078537149355, "loss_sem_seg": 0.30930720549076796, "lr": 0.01, "mask_rcnn/accuracy": 0.873245931283906, "mask_rcnn/false_negative": 0.09660149676992108, "mask_rcnn/false_positive": 0.147678845328307, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7455038540065289, "total_loss": 1.7424076482202508} {"data_time": 0.01042475551366806, "eta_seconds": 166009.25484498125, "iteration": 44319, "loss_fcos_cls": 0.29803877230733633, "loss_fcos_ctr": 0.6224359022453427, "loss_fcos_loc": 0.21284591336734593, "loss_mask": 0.2794589940458536, "loss_maskiou": 0.006945417757378891, "loss_sem_seg": 0.3397807707078755, "lr": 0.01, "mask_rcnn/accuracy": 0.8859020691609978, "mask_rcnn/false_negative": 0.08417173077960172, "mask_rcnn/false_positive": 0.1522059739888736, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 26.75, "time": 0.730042977258563, "total_loss": 1.772619370603934} {"data_time": 0.008670574054121971, "eta_seconds": 165935.03991281893, "iteration": 44339, "loss_fcos_cls": 0.2833680189214647, "loss_fcos_ctr": 0.62028439482674, "loss_fcos_loc": 0.20359550550347194, "loss_mask": 0.27955547347664833, "loss_maskiou": 0.006479587696958333, "loss_sem_seg": 0.333403583150357, "lr": 0.01, "mask_rcnn/accuracy": 0.864172547128304, "mask_rcnn/false_negative": 0.11871782873919565, "mask_rcnn/false_positive": 0.14250071662085773, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.7326152343302965, "total_loss": 1.731954323266109} {"data_time": 0.010488866828382015, "eta_seconds": 165875.561617977, "iteration": 44359, "loss_fcos_cls": 0.2938156647142023, "loss_fcos_ctr": 0.621341532561928, "loss_fcos_loc": 0.21007419913075864, "loss_mask": 0.2717543328180909, "loss_maskiou": 0.006794297776650637, "loss_sem_seg": 0.3200324345380068, "lr": 0.01, "mask_rcnn/accuracy": 0.8693087744958494, "mask_rcnn/false_negative": 0.10743091634419216, "mask_rcnn/false_positive": 0.175532077376439, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 41.5, "time": 0.7439541528001428, "total_loss": 1.7362535968568409} {"data_time": 0.011024068109691143, "eta_seconds": 165949.5413979655, "iteration": 44379, "loss_fcos_cls": 0.2734755575656891, "loss_fcos_ctr": 0.6205541687086225, "loss_fcos_loc": 0.2010169651475735, "loss_mask": 0.27807723730802536, "loss_maskiou": 0.006112400409620022, "loss_sem_seg": 0.30191532988101244, "lr": 0.01, "mask_rcnn/accuracy": 0.8586133069828722, "mask_rcnn/false_negative": 0.10778733189887167, "mask_rcnn/false_positive": 0.15962383852397777, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.25, "time": 0.7319889152422547, "total_loss": 1.698858520408976} {"data_time": 0.010279334150254726, "eta_seconds": 165784.45418942813, "iteration": 44399, "loss_fcos_cls": 0.2804896510206163, "loss_fcos_ctr": 0.6240165643393993, "loss_fcos_loc": 0.20916545332875103, "loss_mask": 0.27895668521523476, "loss_maskiou": 0.006456780625740066, "loss_sem_seg": 0.2974229473620653, "lr": 0.01, "mask_rcnn/accuracy": 0.8629147687340043, "mask_rcnn/false_negative": 0.11399694206105483, "mask_rcnn/false_positive": 0.1452461870109831, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 42.0, "time": 0.7233777893707156, "total_loss": 1.6902967299247393} {"data_time": 0.010892780497670174, "eta_seconds": 165914.93357970007, "iteration": 44419, "loss_fcos_cls": 0.2850944814272225, "loss_fcos_ctr": 0.6216367091983557, "loss_fcos_loc": 0.21121092629618943, "loss_mask": 0.29267647955566645, "loss_maskiou": 0.006563587186974473, "loss_sem_seg": 0.3139827512204647, "lr": 0.01, "mask_rcnn/accuracy": 0.8730536045587066, "mask_rcnn/false_negative": 0.09583965400592379, "mask_rcnn/false_positive": 0.15912635055474206, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.5, "time": 0.7468604790046811, "total_loss": 1.7201079128717538} {"data_time": 0.01055949181318283, "eta_seconds": 165915.098840517, "iteration": 44439, "loss_fcos_cls": 0.2784960474818945, "loss_fcos_ctr": 0.6214494952000678, "loss_fcos_loc": 0.20369968400336802, "loss_mask": 0.27453544177114964, "loss_maskiou": 0.006450159024097957, "loss_sem_seg": 0.2831567791290581, "lr": 0.01, "mask_rcnn/accuracy": 0.875540573372206, "mask_rcnn/false_negative": 0.09774427094355323, "mask_rcnn/false_positive": 0.15260891116784375, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.5, "time": 0.7520572859793901, "total_loss": 1.6678037720848806} {"data_time": 0.009379306808114052, "eta_seconds": 165906.27189259138, "iteration": 44459, "loss_fcos_cls": 0.28447919618338346, "loss_fcos_ctr": 0.621684524230659, "loss_fcos_loc": 0.2051066611893475, "loss_mask": 0.28686985466629267, "loss_maskiou": 0.006399841659003869, "loss_sem_seg": 0.3000487748067826, "lr": 0.01, "mask_rcnn/accuracy": 0.8889007603870908, "mask_rcnn/false_negative": 0.10605437426154207, "mask_rcnn/false_positive": 0.1161841389242228, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.5, "time": 0.7328099440783262, "total_loss": 1.7328300028821104} {"data_time": 0.009447278454899788, "eta_seconds": 165889.3929238366, "iteration": 44479, "loss_fcos_cls": 0.2838114263722673, "loss_fcos_ctr": 0.6236670892685652, "loss_fcos_loc": 0.21274798666127026, "loss_mask": 0.27506352821365, "loss_maskiou": 0.006068071539630182, "loss_sem_seg": 0.2997067356482148, "lr": 0.01, "mask_rcnn/accuracy": 0.8812086200759374, "mask_rcnn/false_negative": 0.09755465010553577, "mask_rcnn/false_positive": 0.14763468852834682, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7261873064562678, "total_loss": 1.6941473790284363} {"data_time": 0.010111529380083084, "eta_seconds": 165941.5598586956, "iteration": 44499, "loss_fcos_cls": 0.28049891674891114, "loss_fcos_ctr": 0.6224242933094501, "loss_fcos_loc": 0.2110400185920298, "loss_mask": 0.28534699603915215, "loss_maskiou": 0.006267211734666489, "loss_sem_seg": 0.28891360526904464, "lr": 0.01, "mask_rcnn/accuracy": 0.8661140059717068, "mask_rcnn/false_negative": 0.1099673234024799, "mask_rcnn/false_positive": 0.150106344108055, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.7282029176130891, "total_loss": 1.7038114496644994} {"data_time": 0.012012253515422344, "eta_seconds": 166023.65588531643, "iteration": 44519, "loss_fcos_cls": 0.2846214957535267, "loss_fcos_ctr": 0.6252254573628306, "loss_fcos_loc": 0.21271710703149438, "loss_mask": 0.2768478631041944, "loss_maskiou": 0.0056879771436797455, "loss_sem_seg": 0.2780364351347089, "lr": 0.01, "mask_rcnn/accuracy": 0.8677339468464387, "mask_rcnn/false_negative": 0.11268709272311031, "mask_rcnn/false_positive": 0.15664438127009764, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 37.0, "time": 0.7564118867740035, "total_loss": 1.6924994780420093} {"data_time": 0.010288259945809841, "eta_seconds": 166016.77150632627, "iteration": 44539, "loss_fcos_cls": 0.2768937023356557, "loss_fcos_ctr": 0.6249149641953409, "loss_fcos_loc": 0.22238134313374758, "loss_mask": 0.2782444227486849, "loss_maskiou": 0.005535034782951698, "loss_sem_seg": 0.2915803692303598, "lr": 0.01, "mask_rcnn/accuracy": 0.8782920668267307, "mask_rcnn/false_negative": 0.09953344280580913, "mask_rcnn/false_positive": 0.1429211907291832, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7366735506802797, "total_loss": 1.7230778938901494} {"data_time": 0.010141942650079727, "eta_seconds": 166085.96202380955, "iteration": 44559, "loss_fcos_cls": 0.27549823466688395, "loss_fcos_ctr": 0.6212929640896618, "loss_fcos_loc": 0.20733914570882916, "loss_mask": 0.2645347872748971, "loss_maskiou": 0.0057205173434340395, "loss_sem_seg": 0.3326851692982018, "lr": 0.01, "mask_rcnn/accuracy": 0.8774967512688348, "mask_rcnn/false_negative": 0.12358518388157452, "mask_rcnn/false_positive": 0.12774131025410013, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 34.25, "time": 0.7429691320285201, "total_loss": 1.7312305603409186} {"data_time": 0.009724689647555351, "eta_seconds": 165987.31776106544, "iteration": 44579, "loss_fcos_cls": 0.2755136960186064, "loss_fcos_ctr": 0.6249188696965575, "loss_fcos_loc": 0.21424277988262475, "loss_mask": 0.28165614418685436, "loss_maskiou": 0.006681774713797495, "loss_sem_seg": 0.29518607980571687, "lr": 0.01, "mask_rcnn/accuracy": 0.8797055984555984, "mask_rcnn/false_negative": 0.09699982112034453, "mask_rcnn/false_positive": 0.15005850418854383, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.713847441598773, "total_loss": 1.700373800806119} {"data_time": 0.010257397778332233, "eta_seconds": 165972.59088843502, "iteration": 44599, "loss_fcos_cls": 0.2944679632782936, "loss_fcos_ctr": 0.6232978501357138, "loss_fcos_loc": 0.21217681770212948, "loss_mask": 0.28812276292592287, "loss_maskiou": 0.006029697076883167, "loss_sem_seg": 0.31407972471788526, "lr": 0.01, "mask_rcnn/accuracy": 0.8721870871941648, "mask_rcnn/false_negative": 0.09827598991637497, "mask_rcnn/false_positive": 0.1623243960946203, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.75, "time": 0.7145048305392265, "total_loss": 1.7353620956491795} {"data_time": 0.01027130801230669, "eta_seconds": 165965.70324123, "iteration": 44619, "loss_fcos_cls": 0.2829072824679315, "loss_fcos_ctr": 0.6235374119132757, "loss_fcos_loc": 0.21675995900295675, "loss_mask": 0.29477194231003523, "loss_maskiou": 0.005892109207707108, "loss_sem_seg": 0.3640825222246349, "lr": 0.01, "mask_rcnn/accuracy": 0.8992008713597799, "mask_rcnn/false_negative": 0.08746290294012882, "mask_rcnn/false_positive": 0.11406749136928071, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.73683019913733, "total_loss": 1.7652002377144527} {"data_time": 0.009549299255013466, "eta_seconds": 165988.65107197966, "iteration": 44639, "loss_fcos_cls": 0.28554549161344767, "loss_fcos_ctr": 0.6216043652966619, "loss_fcos_loc": 0.21253536036238074, "loss_mask": 0.2891348619014025, "loss_maskiou": 0.00684868515963899, "loss_sem_seg": 0.3345980253070593, "lr": 0.01, "mask_rcnn/accuracy": 0.8928172831632653, "mask_rcnn/false_negative": 0.10353093408057198, "mask_rcnn/false_positive": 0.1153181809077678, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.7462541684508324, "total_loss": 1.7420527361973654} {"data_time": 0.009752662852406502, "eta_seconds": 165920.5726462677, "iteration": 44659, "loss_fcos_cls": 0.29735558992251754, "loss_fcos_ctr": 0.6232647434808314, "loss_fcos_loc": 0.212755371700041, "loss_mask": 0.2710952744819224, "loss_maskiou": 0.006286860894761048, "loss_sem_seg": 0.3296827021986246, "lr": 0.01, "mask_rcnn/accuracy": 0.8864426691729324, "mask_rcnn/false_negative": 0.08780625582532506, "mask_rcnn/false_positive": 0.1487824489009557, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.5, "time": 0.7308353679254651, "total_loss": 1.7379504972195718} {"data_time": 0.009469041600823402, "eta_seconds": 165910.2024636101, "iteration": 44679, "loss_fcos_cls": 0.29445857368409634, "loss_fcos_ctr": 0.6245404668152332, "loss_fcos_loc": 0.21560274984221905, "loss_mask": 0.2707203235477209, "loss_maskiou": 0.006702933053020388, "loss_sem_seg": 0.3395564937964082, "lr": 0.01, "mask_rcnn/accuracy": 0.8668409630801472, "mask_rcnn/false_negative": 0.10059482382803471, "mask_rcnn/false_positive": 0.18034193887315725, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.25, "time": 0.7274016533046961, "total_loss": 1.7876784330946975} {"data_time": 0.010387479327619076, "eta_seconds": 165944.45833648276, "iteration": 44699, "loss_fcos_cls": 0.28085285937413573, "loss_fcos_ctr": 0.6199359660968184, "loss_fcos_loc": 0.2031314317137003, "loss_mask": 0.29819114319980145, "loss_maskiou": 0.006504065670014825, "loss_sem_seg": 0.2877821112051606, "lr": 0.01, "mask_rcnn/accuracy": 0.8659168212739641, "mask_rcnn/false_negative": 0.11558738189286248, "mask_rcnn/false_positive": 0.12462757363324858, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.7519655171781778, "total_loss": 1.7137149704212788} {"data_time": 0.009641183540225029, "eta_seconds": 165967.83487453684, "iteration": 44719, "loss_fcos_cls": 0.28953927918337286, "loss_fcos_ctr": 0.6258996296674013, "loss_fcos_loc": 0.22173255030065775, "loss_mask": 0.27015002723783255, "loss_maskiou": 0.0066354511873214506, "loss_sem_seg": 0.3266905746422708, "lr": 0.01, "mask_rcnn/accuracy": 0.886337246887059, "mask_rcnn/false_negative": 0.10151310559459117, "mask_rcnn/false_positive": 0.14280936113782094, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.25, "time": 0.7440026272088289, "total_loss": 1.7569455467310036} {"data_time": 0.010454271920025349, "eta_seconds": 165968.29781461135, "iteration": 44739, "loss_fcos_cls": 0.2800466625485569, "loss_fcos_ctr": 0.6251785135827959, "loss_fcos_loc": 0.21032970352098346, "loss_mask": 0.28540756832808256, "loss_maskiou": 0.006287922529736534, "loss_sem_seg": 0.31361736776307225, "lr": 0.01, "mask_rcnn/accuracy": 0.8656728404697429, "mask_rcnn/false_negative": 0.09184858462082905, "mask_rcnn/false_positive": 0.1521393677323019, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.0, "time": 0.7395393019542098, "total_loss": 1.7539278214462684} {"data_time": 0.009689293801784515, "eta_seconds": 165846.9417612329, "iteration": 44759, "loss_fcos_cls": 0.2830699735786766, "loss_fcos_ctr": 0.6256286120042205, "loss_fcos_loc": 0.20929062855429947, "loss_mask": 0.28110738564282656, "loss_maskiou": 0.0060149858763907105, "loss_sem_seg": 0.3215318522416055, "lr": 0.01, "mask_rcnn/accuracy": 0.8843332422254616, "mask_rcnn/false_negative": 0.09026545370169502, "mask_rcnn/false_positive": 0.11478981170335484, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 39.75, "time": 0.720670192502439, "total_loss": 1.7513256072707009} {"data_time": 0.010066108778119087, "eta_seconds": 165819.82167523354, "iteration": 44779, "loss_fcos_cls": 0.2851111856289208, "loss_fcos_ctr": 0.6214535040780902, "loss_fcos_loc": 0.201478315400891, "loss_mask": 0.26090524066239595, "loss_maskiou": 0.005618636991130188, "loss_sem_seg": 0.32802524440921843, "lr": 0.01, "mask_rcnn/accuracy": 0.877453231292517, "mask_rcnn/false_negative": 0.08975795329220851, "mask_rcnn/false_positive": 0.14861573150985777, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.0, "time": 0.7414277624338865, "total_loss": 1.6842571623637923} {"data_time": 0.01060208398848772, "eta_seconds": 165786.98683993332, "iteration": 44799, "loss_fcos_cls": 0.3106972733512521, "loss_fcos_ctr": 0.6253072954714298, "loss_fcos_loc": 0.22591050097253174, "loss_mask": 0.2774619422852993, "loss_maskiou": 0.006485050529590808, "loss_sem_seg": 0.33737690141424537, "lr": 0.01, "mask_rcnn/accuracy": 0.8730946512169913, "mask_rcnn/false_negative": 0.09503906792481233, "mask_rcnn/false_positive": 0.16346861006341998, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.5, "time": 0.7379781547933817, "total_loss": 1.7564423200237798} {"data_time": 0.010241610929369926, "eta_seconds": 165723.8805980496, "iteration": 44819, "loss_fcos_cls": 0.28713731258176267, "loss_fcos_ctr": 0.6222475881222636, "loss_fcos_loc": 0.21542922127991915, "loss_mask": 0.2884695017710328, "loss_maskiou": 0.007351567910518497, "loss_sem_seg": 0.34192828834056854, "lr": 0.01, "mask_rcnn/accuracy": 0.8616911139455782, "mask_rcnn/false_negative": 0.08680283772181477, "mask_rcnn/false_positive": 0.1714317590029969, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7376246657222509, "total_loss": 1.7548537226393819} {"data_time": 0.010228199884295464, "eta_seconds": 165645.24457393494, "iteration": 44839, "loss_fcos_cls": 0.28119775862433016, "loss_fcos_ctr": 0.6233457904309034, "loss_fcos_loc": 0.20954403781797737, "loss_mask": 0.2737121218815446, "loss_maskiou": 0.006023764901328832, "loss_sem_seg": 0.3122408976778388, "lr": 0.01, "mask_rcnn/accuracy": 0.8731857649892254, "mask_rcnn/false_negative": 0.1155250211635728, "mask_rcnn/false_positive": 0.1472173536470196, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7219325797632337, "total_loss": 1.6948479958737153} {"data_time": 0.01004541665315628, "eta_seconds": 165609.87141891662, "iteration": 44859, "loss_fcos_cls": 0.2923962327186018, "loss_fcos_ctr": 0.6255755824968219, "loss_fcos_loc": 0.21953985700383782, "loss_mask": 0.278204957023263, "loss_maskiou": 0.006258292618440464, "loss_sem_seg": 0.3128307042643428, "lr": 0.01, "mask_rcnn/accuracy": 0.8725665330731776, "mask_rcnn/false_negative": 0.08427536330814084, "mask_rcnn/false_positive": 0.17794912388234957, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.25, "time": 0.7274756282567978, "total_loss": 1.7495395844744053} {"data_time": 0.009945503436028957, "eta_seconds": 165548.71875314694, "iteration": 44879, "loss_fcos_cls": 0.29912830982357264, "loss_fcos_ctr": 0.6235093493014574, "loss_fcos_loc": 0.21813365584239364, "loss_mask": 0.2758275708183646, "loss_maskiou": 0.005850671914231498, "loss_sem_seg": 0.3253556094132364, "lr": 0.01, "mask_rcnn/accuracy": 0.8692834761023054, "mask_rcnn/false_negative": 0.10288053706544972, "mask_rcnn/false_positive": 0.1642023609662243, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 40.5, "time": 0.7343483613803983, "total_loss": 1.7708081220771419} {"data_time": 0.010089422576129436, "eta_seconds": 165517.20173465554, "iteration": 44899, "loss_fcos_cls": 0.2945141983218491, "loss_fcos_ctr": 0.6228335872292519, "loss_fcos_loc": 0.21797598525881767, "loss_mask": 0.2790709249675274, "loss_maskiou": 0.005914061330258846, "loss_sem_seg": 0.3161269500851631, "lr": 0.01, "mask_rcnn/accuracy": 0.8833573202008076, "mask_rcnn/false_negative": 0.0942770246944949, "mask_rcnn/false_positive": 0.1286171666808199, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.25, "time": 0.7370033208280802, "total_loss": 1.718342516956909} {"data_time": 0.010310874320566654, "eta_seconds": 165560.56106180325, "iteration": 44919, "loss_fcos_cls": 0.26647181576117873, "loss_fcos_ctr": 0.6220021466724575, "loss_fcos_loc": 0.21202001732308418, "loss_mask": 0.2846889179199934, "loss_maskiou": 0.005778920080047101, "loss_sem_seg": 0.2907812292687595, "lr": 0.01, "mask_rcnn/accuracy": 0.8901483872933208, "mask_rcnn/false_negative": 0.09365054763822336, "mask_rcnn/false_positive": 0.12194184494081436, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.75, "time": 0.7410651529207826, "total_loss": 1.69109973149898} {"data_time": 0.011235556565225124, "eta_seconds": 165545.84986351803, "iteration": 44939, "loss_fcos_cls": 0.28838521847501397, "loss_fcos_ctr": 0.6253148280084133, "loss_fcos_loc": 0.21075922390446067, "loss_mask": 0.27647515991702676, "loss_maskiou": 0.006432215290260501, "loss_sem_seg": 0.31727905897423625, "lr": 0.01, "mask_rcnn/accuracy": 0.8673000450180072, "mask_rcnn/false_negative": 0.1029640145313417, "mask_rcnn/false_positive": 0.18730923542452033, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7459055883809924, "total_loss": 1.7252158709452488} {"data_time": 0.009726184420287609, "eta_seconds": 165536.3131281482, "iteration": 44959, "loss_fcos_cls": 0.2984002074226737, "loss_fcos_ctr": 0.6233971365727484, "loss_fcos_loc": 0.20879194128792733, "loss_mask": 0.29247186332941055, "loss_maskiou": 0.006735820832545869, "loss_sem_seg": 0.3102621012367308, "lr": 0.01, "mask_rcnn/accuracy": 0.8748268366412499, "mask_rcnn/false_negative": 0.10248789321218248, "mask_rcnn/false_positive": 0.18794257630115419, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.75, "time": 0.7557612396776676, "total_loss": 1.7264774318027776} {"data_time": 0.009329115971922874, "eta_seconds": 165606.12723122165, "iteration": 44979, "loss_fcos_cls": 0.28142438316717744, "loss_fcos_ctr": 0.6237823022529483, "loss_fcos_loc": 0.21958952024579048, "loss_mask": 0.2724988255649805, "loss_maskiou": 0.006339370083878748, "loss_sem_seg": 0.3473943662829697, "lr": 0.01, "mask_rcnn/accuracy": 0.8637633624878522, "mask_rcnn/false_negative": 0.10753505314516834, "mask_rcnn/false_positive": 0.1470017904168382, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.25, "time": 0.746126196347177, "total_loss": 1.7498688728082925} {"data_time": 0.009953082539141178, "eta_seconds": 165639.75215905719, "iteration": 44999, "loss_fcos_cls": 0.27838695398531854, "loss_fcos_ctr": 0.6207443457096815, "loss_fcos_loc": 0.20240090624429286, "loss_mask": 0.27540339436382055, "loss_maskiou": 0.006033451900293585, "loss_sem_seg": 0.29363824939355254, "lr": 0.01, "mask_rcnn/accuracy": 0.8732530065597668, "mask_rcnn/false_negative": 0.10863674071854167, "mask_rcnn/false_positive": 0.13829456228830772, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7501796074211597, "total_loss": 1.7045875110925408} {"data_time": 0.01043668668717146, "eta_seconds": 165510.66120382864, "iteration": 45019, "loss_fcos_cls": 0.2774869033601135, "loss_fcos_ctr": 0.6249237689189613, "loss_fcos_loc": 0.2168578867567703, "loss_mask": 0.2863595811650157, "loss_maskiou": 0.0069177180994302034, "loss_sem_seg": 0.3421690780669451, "lr": 0.01, "mask_rcnn/accuracy": 0.8794758688731903, "mask_rcnn/false_negative": 0.09225003270144916, "mask_rcnn/false_positive": 0.13606171056635274, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.7338592009618878, "total_loss": 1.803341198436101} {"data_time": 0.010416826233267784, "eta_seconds": 165495.94790259842, "iteration": 45039, "loss_fcos_cls": 0.2796739670448005, "loss_fcos_ctr": 0.6226259814575315, "loss_fcos_loc": 0.21246621198952198, "loss_mask": 0.2768410034477711, "loss_maskiou": 0.006930332470801659, "loss_sem_seg": 0.31003911420702934, "lr": 0.01, "mask_rcnn/accuracy": 0.8605110975549639, "mask_rcnn/false_negative": 0.1097216764396251, "mask_rcnn/false_positive": 0.1406406638064292, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.0, "time": 0.7381037585437298, "total_loss": 1.7119470545148943} {"data_time": 0.010346261784434319, "eta_seconds": 165511.5500705447, "iteration": 45059, "loss_fcos_cls": 0.2797678852220997, "loss_fcos_ctr": 0.6249907845631242, "loss_fcos_loc": 0.20952295104507357, "loss_mask": 0.2715673865750432, "loss_maskiou": 0.00611038610804826, "loss_sem_seg": 0.30743441730737686, "lr": 0.01, "mask_rcnn/accuracy": 0.8757525325079234, "mask_rcnn/false_negative": 0.11381751126767982, "mask_rcnn/false_positive": 0.1450893216510777, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.75, "time": 0.7293057078495622, "total_loss": 1.728418749422417} {"data_time": 0.009683634154498577, "eta_seconds": 165496.8340738993, "iteration": 45079, "loss_fcos_cls": 0.29394717956893146, "loss_fcos_ctr": 0.623618203215301, "loss_fcos_loc": 0.21283023548312485, "loss_mask": 0.27044945023953915, "loss_maskiou": 0.0062334837566595525, "loss_sem_seg": 0.3459040089510381, "lr": 0.01, "mask_rcnn/accuracy": 0.8863542757528543, "mask_rcnn/false_negative": 0.10236515556190215, "mask_rcnn/false_positive": 0.12774153103441743, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.75, "time": 0.7418120447546244, "total_loss": 1.7549560670522624} {"data_time": 0.011233693920075893, "eta_seconds": 165528.1810851507, "iteration": 45099, "loss_fcos_cls": 0.28473463316913694, "loss_fcos_ctr": 0.6221803491935134, "loss_fcos_loc": 0.21479284367524087, "loss_mask": 0.28195896511897445, "loss_maskiou": 0.0064983060146914795, "loss_sem_seg": 0.3333715540356934, "lr": 0.01, "mask_rcnn/accuracy": 0.8786644709253564, "mask_rcnn/false_negative": 0.10374758170731133, "mask_rcnn/false_positive": 0.1326658195037779, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7311898535117507, "total_loss": 1.732270362750569} {"data_time": 0.010041661560535431, "eta_seconds": 165513.46099221334, "iteration": 45119, "loss_fcos_cls": 0.2766186313237995, "loss_fcos_ctr": 0.6214695763774216, "loss_fcos_loc": 0.20023112243507057, "loss_mask": 0.2887799357995391, "loss_maskiou": 0.006461796932853758, "loss_sem_seg": 0.31347825564444065, "lr": 0.01, "mask_rcnn/accuracy": 0.8828908803162923, "mask_rcnn/false_negative": 0.08051485158697025, "mask_rcnn/false_positive": 0.14409134352730354, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.75, "time": 0.7286096075549722, "total_loss": 1.721487778078881} {"data_time": 0.009388716891407967, "eta_seconds": 165422.3813964473, "iteration": 45139, "loss_fcos_cls": 0.27991248364560306, "loss_fcos_ctr": 0.6210358515381813, "loss_fcos_loc": 0.20109105110168457, "loss_mask": 0.2766385148279369, "loss_maskiou": 0.006767030150513165, "loss_sem_seg": 0.3286282502813265, "lr": 0.01, "mask_rcnn/accuracy": 0.8835692014901199, "mask_rcnn/false_negative": 0.11442924816670771, "mask_rcnn/false_positive": 0.12747515840362517, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7082663998007774, "total_loss": 1.700319547453546} {"data_time": 0.009925822727382183, "eta_seconds": 165437.97008731775, "iteration": 45159, "loss_fcos_cls": 0.26923540281131864, "loss_fcos_ctr": 0.6231852257624269, "loss_fcos_loc": 0.20530709135346115, "loss_mask": 0.28005015291273594, "loss_maskiou": 0.006759116287867073, "loss_sem_seg": 0.34262704756110907, "lr": 0.01, "mask_rcnn/accuracy": 0.8837468569963871, "mask_rcnn/false_negative": 0.11360527541830516, "mask_rcnn/false_positive": 0.14172658829596996, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7485181782394648, "total_loss": 1.7330677197824116} {"data_time": 0.009398198686540127, "eta_seconds": 165491.52293354739, "iteration": 45179, "loss_fcos_cls": 0.28883330314420164, "loss_fcos_ctr": 0.6183687709271908, "loss_fcos_loc": 0.20358946663327515, "loss_mask": 0.2832124838605523, "loss_maskiou": 0.006242305054911412, "loss_sem_seg": 0.30071450769901276, "lr": 0.01, "mask_rcnn/accuracy": 0.8677097683657451, "mask_rcnn/false_negative": 0.12139306550472781, "mask_rcnn/false_positive": 0.1768611518918783, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.75, "time": 0.7351530324667692, "total_loss": 1.7421957162150647} {"data_time": 0.010221836157143116, "eta_seconds": 165413.68024015334, "iteration": 45199, "loss_fcos_cls": 0.2872699040453881, "loss_fcos_ctr": 0.6216952633112669, "loss_fcos_loc": 0.20819447981193662, "loss_mask": 0.2624279377050698, "loss_maskiou": 0.006185897003888385, "loss_sem_seg": 0.30554528208449483, "lr": 0.01, "mask_rcnn/accuracy": 0.8689113988726679, "mask_rcnn/false_negative": 0.0940608856522291, "mask_rcnn/false_positive": 0.15845948089431583, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7313606757670641, "total_loss": 1.7044389973743819} {"data_time": 0.009729728102684021, "eta_seconds": 165363.52819152642, "iteration": 45219, "loss_fcos_cls": 0.2731292808894068, "loss_fcos_ctr": 0.6239635488018394, "loss_fcos_loc": 0.21506893448531628, "loss_mask": 0.28191760648041964, "loss_maskiou": 0.006113608891610056, "loss_sem_seg": 0.32634264696389437, "lr": 0.01, "mask_rcnn/accuracy": 0.8615780047540251, "mask_rcnn/false_negative": 0.0989651440251407, "mask_rcnn/false_positive": 0.1658744774494354, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.7387652127072215, "total_loss": 1.7280768299096962} {"data_time": 0.009852798655629158, "eta_seconds": 165384.247331894, "iteration": 45239, "loss_fcos_cls": 0.28259540209546685, "loss_fcos_ctr": 0.6202824399806559, "loss_fcos_loc": 0.20610502315685153, "loss_mask": 0.2741554528474808, "loss_maskiou": 0.005780440696980804, "loss_sem_seg": 0.3373256269842386, "lr": 0.01, "mask_rcnn/accuracy": 0.8929984297750455, "mask_rcnn/false_negative": 0.09821946529583137, "mask_rcnn/false_positive": 0.12582973563991862, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7286858800798655, "total_loss": 1.703009622549871} {"data_time": 0.00998605415225029, "eta_seconds": 165360.50349416677, "iteration": 45259, "loss_fcos_cls": 0.287373854778707, "loss_fcos_ctr": 0.6251635113731027, "loss_fcos_loc": 0.21871461207047105, "loss_mask": 0.2814786368981004, "loss_maskiou": 0.006389217138348613, "loss_sem_seg": 0.31196170835755765, "lr": 0.01, "mask_rcnn/accuracy": 0.8738343372466043, "mask_rcnn/false_negative": 0.10909274519245658, "mask_rcnn/false_positive": 0.14738711949564764, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7345438059419394, "total_loss": 1.7542880862747552} {"data_time": 0.009831003844738007, "eta_seconds": 165358.70068768412, "iteration": 45279, "loss_fcos_cls": 0.2821524462196976, "loss_fcos_ctr": 0.6228630440309644, "loss_fcos_loc": 0.21094070991966873, "loss_mask": 0.2923313407227397, "loss_maskiou": 0.007222622909466736, "loss_sem_seg": 0.2864433443173766, "lr": 0.01, "mask_rcnn/accuracy": 0.878572700798466, "mask_rcnn/false_negative": 0.0898091431780907, "mask_rcnn/false_positive": 0.16015574253581039, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.25, "time": 0.7425284972414374, "total_loss": 1.7170395166540402} {"data_time": 0.009623716585338116, "eta_seconds": 165343.98388767987, "iteration": 45299, "loss_fcos_cls": 0.27368172258138657, "loss_fcos_ctr": 0.6229070210829377, "loss_fcos_loc": 0.2105209263972938, "loss_mask": 0.27102422807365656, "loss_maskiou": 0.006530416580062592, "loss_sem_seg": 0.31853013951331377, "lr": 0.01, "mask_rcnn/accuracy": 0.8812055482570387, "mask_rcnn/false_negative": 0.09547077898144407, "mask_rcnn/false_positive": 0.14647190772697072, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7429093709215522, "total_loss": 1.7201451885885035} {"data_time": 0.009526081383228302, "eta_seconds": 165425.13708172645, "iteration": 45319, "loss_fcos_cls": 0.2882712469436228, "loss_fcos_ctr": 0.623730874620378, "loss_fcos_loc": 0.22173194121569395, "loss_mask": 0.28505444154143333, "loss_maskiou": 0.0065787423809524626, "loss_sem_seg": 0.32268317975103855, "lr": 0.01, "mask_rcnn/accuracy": 0.8772901378798389, "mask_rcnn/false_negative": 0.11363903997221285, "mask_rcnn/false_positive": 0.13906357124457813, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.743656175211072, "total_loss": 1.74675119722815} {"data_time": 0.009331162087619305, "eta_seconds": 165466.31138720457, "iteration": 45339, "loss_fcos_cls": 0.29395997477695346, "loss_fcos_ctr": 0.6230752458795905, "loss_fcos_loc": 0.2149687393102795, "loss_mask": 0.27011619973927736, "loss_maskiou": 0.006008940355968662, "loss_sem_seg": 0.36443175794556737, "lr": 0.01, "mask_rcnn/accuracy": 0.885913832968737, "mask_rcnn/false_negative": 0.09329673436762016, "mask_rcnn/false_positive": 0.16920873035964046, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.5, "time": 0.7404788676649332, "total_loss": 1.7460793151403777} {"data_time": 0.01007648091763258, "eta_seconds": 165395.6864139652, "iteration": 45359, "loss_fcos_cls": 0.2881709635257721, "loss_fcos_ctr": 0.6244370369240642, "loss_fcos_loc": 0.21978262392804027, "loss_mask": 0.29106213618069887, "loss_maskiou": 0.006585666626051534, "loss_sem_seg": 0.31258457130752504, "lr": 0.01, "mask_rcnn/accuracy": 0.8892263835117622, "mask_rcnn/false_negative": 0.0838411316575623, "mask_rcnn/false_positive": 0.14652249848136162, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.5, "time": 0.73776582069695, "total_loss": 1.7764758562407224} {"data_time": 0.010971510782837868, "eta_seconds": 165394.71102328133, "iteration": 45379, "loss_fcos_cls": 0.2874198849312961, "loss_fcos_ctr": 0.6238281577825546, "loss_fcos_loc": 0.21782553615048528, "loss_mask": 0.2734121638350189, "loss_maskiou": 0.006608930199945462, "loss_sem_seg": 0.31035540625452995, "lr": 0.01, "mask_rcnn/accuracy": 0.8601106960641399, "mask_rcnn/false_negative": 0.10138056895936336, "mask_rcnn/false_positive": 0.16401672891172947, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7364874025806785, "total_loss": 1.7234524446394062} {"data_time": 0.009719356894493103, "eta_seconds": 165504.02163867932, "iteration": 45399, "loss_fcos_cls": 0.28394151758402586, "loss_fcos_ctr": 0.6236891690641642, "loss_fcos_loc": 0.20846654835622758, "loss_mask": 0.27622241247445345, "loss_maskiou": 0.006764103309251368, "loss_sem_seg": 0.3200256135314703, "lr": 0.01, "mask_rcnn/accuracy": 0.8698069291819293, "mask_rcnn/false_negative": 0.11382675791876194, "mask_rcnn/false_positive": 0.15763431398983224, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7464565597474575, "total_loss": 1.7350948729726952} {"data_time": 0.009947015903890133, "eta_seconds": 165489.28403540608, "iteration": 45419, "loss_fcos_cls": 0.29339168639853597, "loss_fcos_ctr": 0.6261685946956277, "loss_fcos_loc": 0.22690889635123312, "loss_mask": 0.29255925212055445, "loss_maskiou": 0.006783430337236496, "loss_sem_seg": 0.36063688434660435, "lr": 0.01, "mask_rcnn/accuracy": 0.8900920189504373, "mask_rcnn/false_negative": 0.0889407404261339, "mask_rcnn/false_positive": 0.18818395705106283, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.5, "time": 0.7548713712021708, "total_loss": 1.8035339065245353} {"data_time": 0.01114084292203188, "eta_seconds": 165440.93428307585, "iteration": 45439, "loss_fcos_cls": 0.2914968067780137, "loss_fcos_ctr": 0.6219417937099934, "loss_fcos_loc": 0.21253349166363478, "loss_mask": 0.2783351484686136, "loss_maskiou": 0.00655029907647986, "loss_sem_seg": 0.3429592759348452, "lr": 0.01, "mask_rcnn/accuracy": 0.8834712559944948, "mask_rcnn/false_negative": 0.08267056186503921, "mask_rcnn/false_positive": 0.1639497766978903, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.25, "time": 0.7354948204010725, "total_loss": 1.7571143456880236} {"data_time": 0.00996608380228281, "eta_seconds": 165381.46323728096, "iteration": 45459, "loss_fcos_cls": 0.28912938153371215, "loss_fcos_ctr": 0.6254196371883154, "loss_fcos_loc": 0.21540797082707286, "loss_mask": 0.27794421603903174, "loss_maskiou": 0.006044924943125807, "loss_sem_seg": 0.3354983078315854, "lr": 0.01, "mask_rcnn/accuracy": 0.8614737168452287, "mask_rcnn/false_negative": 0.10948988716903835, "mask_rcnn/false_positive": 0.15749649240747152, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7242063237354159, "total_loss": 1.7720400949328905} {"data_time": 0.01113137323409319, "eta_seconds": 165411.46506370418, "iteration": 45479, "loss_fcos_cls": 0.29269765759818256, "loss_fcos_ctr": 0.6224604467861354, "loss_fcos_loc": 0.21751860971562564, "loss_mask": 0.2907476616092026, "loss_maskiou": 0.005941416209680028, "loss_sem_seg": 0.36041260976344347, "lr": 0.01, "mask_rcnn/accuracy": 0.8733939278576188, "mask_rcnn/false_negative": 0.11129645498952465, "mask_rcnn/false_positive": 0.14892778216124236, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.75, "time": 0.7304351693019271, "total_loss": 1.7986611062369775} {"data_time": 0.009204505011439323, "eta_seconds": 165396.73045401834, "iteration": 45499, "loss_fcos_cls": 0.29447736870497465, "loss_fcos_ctr": 0.6250213403254747, "loss_fcos_loc": 0.2172408236656338, "loss_mask": 0.28727902937680483, "loss_maskiou": 0.0066090707696275786, "loss_sem_seg": 0.3384746473748237, "lr": 0.01, "mask_rcnn/accuracy": 0.8699736041957766, "mask_rcnn/false_negative": 0.11027932928767076, "mask_rcnn/false_positive": 0.13684490901544688, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7331857113167644, "total_loss": 1.7558094837295357} {"data_time": 0.009881200268864632, "eta_seconds": 165277.88374292012, "iteration": 45519, "loss_fcos_cls": 0.27550960844382644, "loss_fcos_ctr": 0.623942032456398, "loss_fcos_loc": 0.207306380267255, "loss_mask": 0.28190036583691835, "loss_maskiou": 0.0061809214821550995, "loss_sem_seg": 0.31858993927016854, "lr": 0.01, "mask_rcnn/accuracy": 0.883985146477946, "mask_rcnn/false_negative": 0.09074941790677832, "mask_rcnn/false_positive": 0.13728906417134995, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.5, "time": 0.736160708591342, "total_loss": 1.6995845282581286} {"data_time": 0.00897712167352438, "eta_seconds": 165276.89855800103, "iteration": 45539, "loss_fcos_cls": 0.26332133635878563, "loss_fcos_ctr": 0.6203311067074537, "loss_fcos_loc": 0.20314216194674373, "loss_mask": 0.2767097633332014, "loss_maskiou": 0.006404349143849686, "loss_sem_seg": 0.318441413808614, "lr": 0.01, "mask_rcnn/accuracy": 0.8732412953103947, "mask_rcnn/false_negative": 0.09200690124314027, "mask_rcnn/false_positive": 0.17631421987965862, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.25, "time": 0.7397346682846546, "total_loss": 1.6702782313950593} {"data_time": 0.010230759158730507, "eta_seconds": 165236.64499918744, "iteration": 45559, "loss_fcos_cls": 0.2796063842251897, "loss_fcos_ctr": 0.621003458276391, "loss_fcos_loc": 0.20567808439955115, "loss_mask": 0.27860341034829617, "loss_maskiou": 0.006358947255648673, "loss_sem_seg": 0.3049621726386249, "lr": 0.01, "mask_rcnn/accuracy": 0.8803942184578984, "mask_rcnn/false_negative": 0.11056246843785349, "mask_rcnn/false_positive": 0.1451393049216455, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.0, "time": 0.7322371751070023, "total_loss": 1.6753648678186437} {"data_time": 0.010574547573924065, "eta_seconds": 165233.70774127822, "iteration": 45579, "loss_fcos_cls": 0.2861174865392968, "loss_fcos_ctr": 0.6187604540027678, "loss_fcos_loc": 0.1965726432390511, "loss_mask": 0.27247532922774553, "loss_maskiou": 0.0069790181223652326, "loss_sem_seg": 0.30922898231074214, "lr": 0.01, "mask_rcnn/accuracy": 0.873131784962142, "mask_rcnn/false_negative": 0.10225836369725656, "mask_rcnn/false_positive": 0.13903933235545435, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7294618878513575, "total_loss": 1.7241269668593304} {"data_time": 0.010086788795888424, "eta_seconds": 165323.05740558915, "iteration": 45599, "loss_fcos_cls": 0.2777556253131479, "loss_fcos_ctr": 0.6256156004965305, "loss_fcos_loc": 0.2064960168208927, "loss_mask": 0.2749346885830164, "loss_maskiou": 0.006091728791943751, "loss_sem_seg": 0.30974304024130106, "lr": 0.01, "mask_rcnn/accuracy": 0.897506247396918, "mask_rcnn/false_negative": 0.08530877889513722, "mask_rcnn/false_positive": 0.13313757629897086, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 38.0, "time": 0.7448500627651811, "total_loss": 1.7219682375980483} {"data_time": 0.009782882407307625, "eta_seconds": 165321.7496064175, "iteration": 45619, "loss_fcos_cls": 0.2925508616026491, "loss_fcos_ctr": 0.6215304089710116, "loss_fcos_loc": 0.20149922580458224, "loss_mask": 0.2658435292541981, "loss_maskiou": 0.006851429992821068, "loss_sem_seg": 0.30189841939136386, "lr": 0.01, "mask_rcnn/accuracy": 0.8956940534834623, "mask_rcnn/false_negative": 0.08274296959933278, "mask_rcnn/false_positive": 0.11331200063303427, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.75, "time": 0.743802772834897, "total_loss": 1.7387189420696814} {"data_time": 0.009384079836308956, "eta_seconds": 165317.56861576717, "iteration": 45639, "loss_fcos_cls": 0.2731557562947273, "loss_fcos_ctr": 0.6221157764084637, "loss_fcos_loc": 0.20439233910292387, "loss_mask": 0.28082125540822744, "loss_maskiou": 0.005971560178295476, "loss_sem_seg": 0.30759823555126786, "lr": 0.01, "mask_rcnn/accuracy": 0.8903802800189844, "mask_rcnn/false_negative": 0.07121618923747108, "mask_rcnn/false_positive": 0.15334871957550678, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.0, "time": 0.740280831232667, "total_loss": 1.6997482104015944} {"data_time": 0.011015808209776878, "eta_seconds": 165302.83186841663, "iteration": 45659, "loss_fcos_cls": 0.2885886328294873, "loss_fcos_ctr": 0.6220239149406552, "loss_fcos_loc": 0.21017640293575823, "loss_mask": 0.2788632996380329, "loss_maskiou": 0.006087924455641769, "loss_sem_seg": 0.31598185608163476, "lr": 0.01, "mask_rcnn/accuracy": 0.8790159721524078, "mask_rcnn/false_negative": 0.10710927964411865, "mask_rcnn/false_positive": 0.14631424042777202, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7261602934449911, "total_loss": 1.733711198088713} {"data_time": 0.008856897242367268, "eta_seconds": 165413.89069962874, "iteration": 45679, "loss_fcos_cls": 0.2959405821748078, "loss_fcos_ctr": 0.6243285373784602, "loss_fcos_loc": 0.22317928122356534, "loss_mask": 0.2780703026801348, "loss_maskiou": 0.006364604094414972, "loss_sem_seg": 0.32990182703360915, "lr": 0.01, "mask_rcnn/accuracy": 0.8782738401777438, "mask_rcnn/false_negative": 0.08993171305733565, "mask_rcnn/false_positive": 0.13717127599749174, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7446755394339561, "total_loss": 1.7401675868895836} {"data_time": 0.010118807666003704, "eta_seconds": 165330.61525643896, "iteration": 45699, "loss_fcos_cls": 0.29134453646838665, "loss_fcos_ctr": 0.6240153308026493, "loss_fcos_loc": 0.21222605323418975, "loss_mask": 0.2955723749473691, "loss_maskiou": 0.006074603585147997, "loss_sem_seg": 0.3446076544933021, "lr": 0.01, "mask_rcnn/accuracy": 0.8729719387755103, "mask_rcnn/false_negative": 0.10768744200447523, "mask_rcnn/false_positive": 0.1656162916890065, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7293295729905367, "total_loss": 1.7803924727340927} {"data_time": 0.0098985955119133, "eta_seconds": 165189.9651124766, "iteration": 45719, "loss_fcos_cls": 0.276302409125492, "loss_fcos_ctr": 0.6212821216322482, "loss_fcos_loc": 0.2095349309965968, "loss_mask": 0.2824243688955903, "loss_maskiou": 0.00640571751864627, "loss_sem_seg": 0.28493685834109783, "lr": 0.01, "mask_rcnn/accuracy": 0.875259331057118, "mask_rcnn/false_negative": 0.1085832926040167, "mask_rcnn/false_positive": 0.15575219821180547, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7239573784172535, "total_loss": 1.6964011330419453} {"data_time": 0.009630605578422546, "eta_seconds": 165090.43843417522, "iteration": 45739, "loss_fcos_cls": 0.28953614295460284, "loss_fcos_ctr": 0.6205170368775725, "loss_fcos_loc": 0.21407115913461894, "loss_mask": 0.28175955452024937, "loss_maskiou": 0.006293477286817506, "loss_sem_seg": 0.3100129384547472, "lr": 0.01, "mask_rcnn/accuracy": 0.8647737544194578, "mask_rcnn/false_negative": 0.1009692920890618, "mask_rcnn/false_positive": 0.12418602725898423, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.0, "time": 0.7278379639610648, "total_loss": 1.7257241061452078} {"data_time": 0.009394839406013489, "eta_seconds": 165160.5038625067, "iteration": 45759, "loss_fcos_cls": 0.28920523822307587, "loss_fcos_ctr": 0.6253634262830019, "loss_fcos_loc": 0.22119149600621313, "loss_mask": 0.2812643754296005, "loss_maskiou": 0.00707800364762079, "loss_sem_seg": 0.33094980055466294, "lr": 0.01, "mask_rcnn/accuracy": 0.8815800129575639, "mask_rcnn/false_negative": 0.09313673575137259, "mask_rcnn/false_positive": 0.16357025053852933, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7388023799285293, "total_loss": 1.7535181951898267} {"data_time": 0.009604007937014103, "eta_seconds": 165100.1798600806, "iteration": 45779, "loss_fcos_cls": 0.28820450277999043, "loss_fcos_ctr": 0.6206408496946096, "loss_fcos_loc": 0.20946640335023403, "loss_mask": 0.2802248876541853, "loss_maskiou": 0.006645287940045819, "loss_sem_seg": 0.34450945910066366, "lr": 0.01, "mask_rcnn/accuracy": 0.8616191382509117, "mask_rcnn/false_negative": 0.11397163736541027, "mask_rcnn/false_positive": 0.18319385757517692, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7324356827884912, "total_loss": 1.7400673112570075} {"data_time": 0.009554083459079266, "eta_seconds": 165071.72906859126, "iteration": 45799, "loss_fcos_cls": 0.3062294472474605, "loss_fcos_ctr": 0.6235100673511624, "loss_fcos_loc": 0.21557824919000268, "loss_mask": 0.27038015704602003, "loss_maskiou": 0.005996433523250744, "loss_sem_seg": 0.36095993919298053, "lr": 0.01, "mask_rcnn/accuracy": 0.8878291184783174, "mask_rcnn/false_negative": 0.08153783295600903, "mask_rcnn/false_positive": 0.1307343225807306, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.722789897583425, "total_loss": 1.7988606409708154} {"data_time": 0.009929009713232517, "eta_seconds": 165004.87788867205, "iteration": 45819, "loss_fcos_cls": 0.2814307196531445, "loss_fcos_ctr": 0.6245995657518506, "loss_fcos_loc": 0.20787378877867013, "loss_mask": 0.2642073882743716, "loss_maskiou": 0.006128784196334891, "loss_sem_seg": 0.2996197589673102, "lr": 0.01, "mask_rcnn/accuracy": 0.893742272676183, "mask_rcnn/false_negative": 0.08797326752260484, "mask_rcnn/false_positive": 0.13030961932147136, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7257075412198901, "total_loss": 1.7035643888011691} {"data_time": 0.010047131218016148, "eta_seconds": 165052.14155993238, "iteration": 45839, "loss_fcos_cls": 0.2922098326962441, "loss_fcos_ctr": 0.6256862301379442, "loss_fcos_loc": 0.20947240688838065, "loss_mask": 0.2783802431076765, "loss_maskiou": 0.006735639733960852, "loss_sem_seg": 0.32625627145171165, "lr": 0.01, "mask_rcnn/accuracy": 0.8913571355266244, "mask_rcnn/false_negative": 0.07862603415847366, "mask_rcnn/false_positive": 0.1190468210078853, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7515181684866548, "total_loss": 1.7494138551774085} {"data_time": 0.010297038592398167, "eta_seconds": 165086.85073758196, "iteration": 45859, "loss_fcos_cls": 0.29047277802601457, "loss_fcos_ctr": 0.6236260663717985, "loss_fcos_loc": 0.2223933411296457, "loss_mask": 0.28576510306447744, "loss_maskiou": 0.006254122665268369, "loss_sem_seg": 0.30638964427635074, "lr": 0.01, "mask_rcnn/accuracy": 0.8686530262790046, "mask_rcnn/false_negative": 0.08834571296213292, "mask_rcnn/false_positive": 0.1650277111803518, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7304668864235282, "total_loss": 1.7268510138528654} {"data_time": 0.009451507590711117, "eta_seconds": 165107.56980199646, "iteration": 45879, "loss_fcos_cls": 0.2840265021659434, "loss_fcos_ctr": 0.6218455410562456, "loss_fcos_loc": 0.20773447689134628, "loss_mask": 0.28559193201363087, "loss_maskiou": 0.006153734837425873, "loss_sem_seg": 0.349437206517905, "lr": 0.01, "mask_rcnn/accuracy": 0.8865211974817886, "mask_rcnn/false_negative": 0.09458531640168437, "mask_rcnn/false_positive": 0.13340760482790914, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7360392175614834, "total_loss": 1.731593729738961} {"data_time": 0.00985928438603878, "eta_seconds": 165066.6839843057, "iteration": 45899, "loss_fcos_cls": 0.2694971803575754, "loss_fcos_ctr": 0.6230617500841618, "loss_fcos_loc": 0.21285277465358377, "loss_mask": 0.2922322079539299, "loss_maskiou": 0.006402299550245516, "loss_sem_seg": 0.32849763380363584, "lr": 0.01, "mask_rcnn/accuracy": 0.8832601994602189, "mask_rcnn/false_negative": 0.09350397771397595, "mask_rcnn/false_positive": 0.12770749038126827, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.736263720318675, "total_loss": 1.7379770279221702} {"data_time": 0.009531076066195965, "eta_seconds": 165001.86506246496, "iteration": 45919, "loss_fcos_cls": 0.30353901581838727, "loss_fcos_ctr": 0.6197178978472948, "loss_fcos_loc": 0.21083717478904873, "loss_mask": 0.26729089859873056, "loss_maskiou": 0.006138635479146615, "loss_sem_seg": 0.3448651423677802, "lr": 0.01, "mask_rcnn/accuracy": 0.8721372855460865, "mask_rcnn/false_negative": 0.08496331807900656, "mask_rcnn/false_positive": 0.1578226227005594, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 41.25, "time": 0.7299465853720903, "total_loss": 1.7650510336097796} {"data_time": 0.01045077946037054, "eta_seconds": 164978.5104904957, "iteration": 45939, "loss_fcos_cls": 0.2852544500492513, "loss_fcos_ctr": 0.6236815568991005, "loss_fcos_loc": 0.2144422538112849, "loss_mask": 0.28609301801770926, "loss_maskiou": 0.0061075238772900775, "loss_sem_seg": 0.31631459714844823, "lr": 0.01, "mask_rcnn/accuracy": 0.8577276329817081, "mask_rcnn/false_negative": 0.11367775022993859, "mask_rcnn/false_positive": 0.17533098963195712, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7190551459789276, "total_loss": 1.726808013037953} {"data_time": 0.010613910853862762, "eta_seconds": 164953.9263975462, "iteration": 45959, "loss_fcos_cls": 0.28955514868721366, "loss_fcos_ctr": 0.624096798710525, "loss_fcos_loc": 0.21182588208466768, "loss_mask": 0.2719662990421057, "loss_maskiou": 0.006692948081763461, "loss_sem_seg": 0.3619608120061457, "lr": 0.01, "mask_rcnn/accuracy": 0.8881665435254337, "mask_rcnn/false_negative": 0.0900600096752145, "mask_rcnn/false_positive": 0.1346493846843112, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.75, "time": 0.7411656798794866, "total_loss": 1.774042089287832} {"data_time": 0.009968485683202744, "eta_seconds": 164953.82789471187, "iteration": 45979, "loss_fcos_cls": 0.2826496872585267, "loss_fcos_ctr": 0.6235254998318851, "loss_fcos_loc": 0.2197999075287953, "loss_mask": 0.28248980082571507, "loss_maskiou": 0.006501374416984618, "loss_sem_seg": 0.33664571354165673, "lr": 0.01, "mask_rcnn/accuracy": 0.8647499370118418, "mask_rcnn/false_negative": 0.10447282529994892, "mask_rcnn/false_positive": 0.15184835718907302, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.5, "time": 0.7469225097447634, "total_loss": 1.7434223319251032} {"data_time": 0.009319329634308815, "eta_seconds": 164875.28692610376, "iteration": 45999, "loss_fcos_cls": 0.29252613289281726, "loss_fcos_ctr": 0.6206901269033551, "loss_fcos_loc": 0.21099810674786568, "loss_mask": 0.2752632424235344, "loss_maskiou": 0.00665255228523165, "loss_sem_seg": 0.3378742686472833, "lr": 0.01, "mask_rcnn/accuracy": 0.8750959225153476, "mask_rcnn/false_negative": 0.09857609863971392, "mask_rcnn/false_positive": 0.15149185488387495, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.25, "time": 0.7223851755261421, "total_loss": 1.7726651637349278} {"data_time": 0.010115773417055607, "eta_seconds": 164884.31555609312, "iteration": 46019, "loss_fcos_cls": 0.29415674204938114, "loss_fcos_ctr": 0.6280501917935908, "loss_fcos_loc": 0.22272915579378605, "loss_mask": 0.2965753907337785, "loss_maskiou": 0.006993358998443, "loss_sem_seg": 0.3420681795105338, "lr": 0.01, "mask_rcnn/accuracy": 0.8829653622421998, "mask_rcnn/false_negative": 0.10250352223982023, "mask_rcnn/false_positive": 0.15049125108722278, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7406562240794301, "total_loss": 1.8030731532926438} {"data_time": 0.01093379221856594, "eta_seconds": 164909.64797553606, "iteration": 46039, "loss_fcos_cls": 0.27546091470867395, "loss_fcos_ctr": 0.6262541082687676, "loss_fcos_loc": 0.22619355423375964, "loss_mask": 0.28690768778324127, "loss_maskiou": 0.006370323244482279, "loss_sem_seg": 0.35210970416665077, "lr": 0.01, "mask_rcnn/accuracy": 0.8965428358843537, "mask_rcnn/false_negative": 0.08569262852016837, "mask_rcnn/false_positive": 0.1386256425724566, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7504500905051827, "total_loss": 1.8027635304970318} {"data_time": 0.01054765097796917, "eta_seconds": 164838.3034059042, "iteration": 46059, "loss_fcos_cls": 0.2979777208529413, "loss_fcos_ctr": 0.6251325579360127, "loss_fcos_loc": 0.21069570421241224, "loss_mask": 0.2821200881153345, "loss_maskiou": 0.006434223832911812, "loss_sem_seg": 0.3177055399864912, "lr": 0.01, "mask_rcnn/accuracy": 0.8856150227323697, "mask_rcnn/false_negative": 0.08713524220620417, "mask_rcnn/false_positive": 0.15610217096758655, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.25, "time": 0.7210762705653906, "total_loss": 1.7239282323716907} {"data_time": 0.010220012627542019, "eta_seconds": 164816.40315793268, "iteration": 46079, "loss_fcos_cls": 0.28924059798009694, "loss_fcos_ctr": 0.6233472097665071, "loss_fcos_loc": 0.21418663545046002, "loss_mask": 0.283475536853075, "loss_maskiou": 0.006353834934998304, "loss_sem_seg": 0.328906764741987, "lr": 0.01, "mask_rcnn/accuracy": 0.8828095167380882, "mask_rcnn/false_negative": 0.09288125275024142, "mask_rcnn/false_positive": 0.15674068512269, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.75, "time": 0.7374313361942768, "total_loss": 1.7502773135493044} {"data_time": 0.008932774886488914, "eta_seconds": 164825.42330521252, "iteration": 46099, "loss_fcos_cls": 0.2725503782276064, "loss_fcos_ctr": 0.6198220169171691, "loss_fcos_loc": 0.2085148059995845, "loss_mask": 0.2667977511882782, "loss_maskiou": 0.005971592570858775, "loss_sem_seg": 0.30762704787775874, "lr": 0.01, "mask_rcnn/accuracy": 0.9039517163321372, "mask_rcnn/false_negative": 0.07593263867884074, "mask_rcnn/false_positive": 0.1345073944559477, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.7507051015272737, "total_loss": 1.6819885421718936} {"data_time": 0.01027971412986517, "eta_seconds": 164904.63798506185, "iteration": 46119, "loss_fcos_cls": 0.28614826826378703, "loss_fcos_ctr": 0.6240688436664641, "loss_fcos_loc": 0.21693731611594558, "loss_mask": 0.2849929500371218, "loss_maskiou": 0.006740734068443999, "loss_sem_seg": 0.33339456003159285, "lr": 0.01, "mask_rcnn/accuracy": 0.8741975663504838, "mask_rcnn/false_negative": 0.10094580621240032, "mask_rcnn/false_positive": 0.14703669544791304, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.7585487887263298, "total_loss": 1.740631178370677} {"data_time": 0.009992029517889023, "eta_seconds": 164839.86823848728, "iteration": 46139, "loss_fcos_cls": 0.2799772024154663, "loss_fcos_ctr": 0.6243512472137809, "loss_fcos_loc": 0.2113798349746503, "loss_mask": 0.2648979630321264, "loss_maskiou": 0.005448800249723718, "loss_sem_seg": 0.3619353328831494, "lr": 0.01, "mask_rcnn/accuracy": 0.8928472256127331, "mask_rcnn/false_negative": 0.09410131478216877, "mask_rcnn/false_positive": 0.13139928768058629, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7147836182266474, "total_loss": 1.7526101454277523} {"data_time": 0.010055460035800934, "eta_seconds": 164821.28813718446, "iteration": 46159, "loss_fcos_cls": 0.28714736085385084, "loss_fcos_ctr": 0.6228186907246709, "loss_fcos_loc": 0.21318862203042954, "loss_mask": 0.28971605002880096, "loss_maskiou": 0.006690240639727563, "loss_sem_seg": 0.2968858734238893, "lr": 0.01, "mask_rcnn/accuracy": 0.8974940011924311, "mask_rcnn/false_negative": 0.0879899239028029, "mask_rcnn/false_positive": 0.12931521634061913, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.25, "time": 0.7468192456290126, "total_loss": 1.684834147352376} {"data_time": 0.010171245783567429, "eta_seconds": 164766.53105433192, "iteration": 46179, "loss_fcos_cls": 0.2939780014567077, "loss_fcos_ctr": 0.6218137051910162, "loss_fcos_loc": 0.20908033067826182, "loss_mask": 0.2649496365338564, "loss_maskiou": 0.006031979719409719, "loss_sem_seg": 0.3345861635170877, "lr": 0.01, "mask_rcnn/accuracy": 0.8768902139168921, "mask_rcnn/false_negative": 0.10180251895549342, "mask_rcnn/false_positive": 0.1502656804964061, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7222613673657179, "total_loss": 1.7383197836388717} {"data_time": 0.009811758995056152, "eta_seconds": 164751.80799161177, "iteration": 46199, "loss_fcos_cls": 0.28380282688885927, "loss_fcos_ctr": 0.6232118643820286, "loss_fcos_loc": 0.21082344185560942, "loss_mask": 0.27565034106373787, "loss_maskiou": 0.006160913944768254, "loss_sem_seg": 0.3193876368459314, "lr": 0.01, "mask_rcnn/accuracy": 0.8711604194794966, "mask_rcnn/false_negative": 0.09519530585604376, "mask_rcnn/false_positive": 0.1782175824851113, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.75, "time": 0.7301239548251033, "total_loss": 1.7347327055613277} {"data_time": 0.010211233980953693, "eta_seconds": 164737.08492889162, "iteration": 46219, "loss_fcos_cls": 0.28787836874835193, "loss_fcos_ctr": 0.6209304686635733, "loss_fcos_loc": 0.21232516778400168, "loss_mask": 0.28111922089010477, "loss_maskiou": 0.006668037625786383, "loss_sem_seg": 0.3231569407507777, "lr": 0.01, "mask_rcnn/accuracy": 0.8776793551521991, "mask_rcnn/false_negative": 0.11242321111583412, "mask_rcnn/false_positive": 0.14591643553610456, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7396085131913424, "total_loss": 1.7343050612616935} {"data_time": 0.01072835735976696, "eta_seconds": 164696.52167619579, "iteration": 46239, "loss_fcos_cls": 0.2760681975632906, "loss_fcos_ctr": 0.6229494642466307, "loss_fcos_loc": 0.21203435328789055, "loss_mask": 0.271570997312665, "loss_maskiou": 0.006652305455645546, "loss_sem_seg": 0.3346324251033366, "lr": 0.01, "mask_rcnn/accuracy": 0.885175534499514, "mask_rcnn/false_negative": 0.09265307992816386, "mask_rcnn/false_positive": 0.15664479939860462, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.717765967361629, "total_loss": 1.7061670259863604} {"data_time": 0.009672543965280056, "eta_seconds": 164747.65493855812, "iteration": 46259, "loss_fcos_cls": 0.2883576797321439, "loss_fcos_ctr": 0.6248500207439065, "loss_fcos_loc": 0.21786974486894906, "loss_mask": 0.27404816914349794, "loss_maskiou": 0.00607867232793069, "loss_sem_seg": 0.32645108923316, "lr": 0.01, "mask_rcnn/accuracy": 0.8767653216483222, "mask_rcnn/false_negative": 0.09785930365183369, "mask_rcnn/false_positive": 0.14981720333651102, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7439402593299747, "total_loss": 1.7687324481084943} {"data_time": 0.009806657209992409, "eta_seconds": 164676.36599047203, "iteration": 46279, "loss_fcos_cls": 0.2837466951459646, "loss_fcos_ctr": 0.6208153576590121, "loss_fcos_loc": 0.20340227626729757, "loss_mask": 0.26086027175188065, "loss_maskiou": 0.005670247264788486, "loss_sem_seg": 0.3152554896660149, "lr": 0.01, "mask_rcnn/accuracy": 0.8780004182847228, "mask_rcnn/false_negative": 0.1206519256909944, "mask_rcnn/false_positive": 0.1297859571598743, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.75, "time": 0.7346653444692492, "total_loss": 1.6903784420974262} {"data_time": 0.009008215740323067, "eta_seconds": 164652.35941690765, "iteration": 46299, "loss_fcos_cls": 0.2881640533450991, "loss_fcos_ctr": 0.6196815653238446, "loss_fcos_loc": 0.20936919818632305, "loss_mask": 0.28053498174995184, "loss_maskiou": 0.007291529611393344, "loss_sem_seg": 0.3084965767338872, "lr": 0.01, "mask_rcnn/accuracy": 0.8751293995859213, "mask_rcnn/false_negative": 0.08715882790258607, "mask_rcnn/false_positive": 0.14818712540921042, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.75, "time": 0.741856599226594, "total_loss": 1.7003168697410729} {"data_time": 0.009888041764497757, "eta_seconds": 164560.21663788985, "iteration": 46319, "loss_fcos_cls": 0.27318890986498445, "loss_fcos_ctr": 0.6214942382648587, "loss_fcos_loc": 0.20568431343417615, "loss_mask": 0.27407621033489704, "loss_maskiou": 0.006433580107113812, "loss_sem_seg": 0.29957881197333336, "lr": 0.01, "mask_rcnn/accuracy": 0.8688875146301105, "mask_rcnn/false_negative": 0.09931837256794829, "mask_rcnn/false_positive": 0.1576634579000642, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.7221568524837494, "total_loss": 1.7034716927737463} {"data_time": 0.009169335477054119, "eta_seconds": 164476.2799558239, "iteration": 46339, "loss_fcos_cls": 0.27484453469514847, "loss_fcos_ctr": 0.6208155332133174, "loss_fcos_loc": 0.20539934653788805, "loss_mask": 0.2792338179424405, "loss_maskiou": 0.006528355370392092, "loss_sem_seg": 0.3120109774172306, "lr": 0.01, "mask_rcnn/accuracy": 0.8786598446196661, "mask_rcnn/false_negative": 0.11312653733428488, "mask_rcnn/false_positive": 0.1578198422812117, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7347757956013083, "total_loss": 1.7219379119269433} {"data_time": 0.010939364321529865, "eta_seconds": 164409.27585139498, "iteration": 46359, "loss_fcos_cls": 0.28118868521414697, "loss_fcos_ctr": 0.6210435489192605, "loss_fcos_loc": 0.20860716857714579, "loss_mask": 0.2735592070966959, "loss_maskiou": 0.006044414942152798, "loss_sem_seg": 0.29982509557157755, "lr": 0.01, "mask_rcnn/accuracy": 0.8786458594494309, "mask_rcnn/false_negative": 0.09889646770396998, "mask_rcnn/false_positive": 0.14537737126058142, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 37.0, "time": 0.7259385492652655, "total_loss": 1.7329175378836226} {"data_time": 0.009755533188581467, "eta_seconds": 164433.43002665136, "iteration": 46379, "loss_fcos_cls": 0.2948646773584187, "loss_fcos_ctr": 0.6231207866221666, "loss_fcos_loc": 0.20874576224014163, "loss_mask": 0.277349759824574, "loss_maskiou": 0.006391405746398959, "loss_sem_seg": 0.3086320888251066, "lr": 0.01, "mask_rcnn/accuracy": 0.8736649659863945, "mask_rcnn/false_negative": 0.09972308066598587, "mask_rcnn/false_positive": 0.1573220939623035, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.7456239489838481, "total_loss": 1.781087136863789} {"data_time": 0.009702327661216259, "eta_seconds": 164379.8699238859, "iteration": 46399, "loss_fcos_cls": 0.2777300199959427, "loss_fcos_ctr": 0.6235380051657557, "loss_fcos_loc": 0.2122778600314632, "loss_mask": 0.28994132298976183, "loss_maskiou": 0.006778260358260013, "loss_sem_seg": 0.2849647265393287, "lr": 0.01, "mask_rcnn/accuracy": 0.8735950364726275, "mask_rcnn/false_negative": 0.11286892857125042, "mask_rcnn/false_positive": 0.14362995072985357, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7364852428436279, "total_loss": 1.7156581657618517} {"data_time": 0.009790212847292423, "eta_seconds": 164358.37795856595, "iteration": 46419, "loss_fcos_cls": 0.2952801187057048, "loss_fcos_ctr": 0.6243448634631932, "loss_fcos_loc": 0.22041994147002697, "loss_mask": 0.29069129657000303, "loss_maskiou": 0.00648644236207474, "loss_sem_seg": 0.32363769225776196, "lr": 0.01, "mask_rcnn/accuracy": 0.8632096491354675, "mask_rcnn/false_negative": 0.11318458112335043, "mask_rcnn/false_positive": 0.13382452487434737, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 39.5, "time": 0.7390402182936668, "total_loss": 1.7628770593219087} {"data_time": 0.010805843397974968, "eta_seconds": 164343.67560210824, "iteration": 46439, "loss_fcos_cls": 0.27650336478836834, "loss_fcos_ctr": 0.6178850922733545, "loss_fcos_loc": 0.19960842782165855, "loss_mask": 0.27069578086957335, "loss_maskiou": 0.005823921826959122, "loss_sem_seg": 0.32908141193911433, "lr": 0.01, "mask_rcnn/accuracy": 0.8579470065159889, "mask_rcnn/false_negative": 0.10637990284183604, "mask_rcnn/false_positive": 0.1846858992463275, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.75, "time": 0.735733431763947, "total_loss": 1.7225250798765046} {"data_time": 0.010090870782732964, "eta_seconds": 164328.97324565053, "iteration": 46459, "loss_fcos_cls": 0.2861757513601333, "loss_fcos_ctr": 0.6213524024933577, "loss_fcos_loc": 0.20706537005025893, "loss_mask": 0.26862027030438185, "loss_maskiou": 0.005871265628229594, "loss_sem_seg": 0.2995109469629824, "lr": 0.01, "mask_rcnn/accuracy": 0.8746220710506425, "mask_rcnn/false_negative": 0.08664386139258631, "mask_rcnn/false_positive": 0.17060216059541766, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.0, "time": 0.7307481672614813, "total_loss": 1.6623105157486862} {"data_time": 0.011037074960768223, "eta_seconds": 164327.681210462, "iteration": 46479, "loss_fcos_cls": 0.2859288789331913, "loss_fcos_ctr": 0.6215719087049365, "loss_fcos_loc": 0.20957457786425948, "loss_mask": 0.2894263071939349, "loss_maskiou": 0.006606095805182122, "loss_sem_seg": 0.3061982421204448, "lr": 0.01, "mask_rcnn/accuracy": 0.8816924426020407, "mask_rcnn/false_negative": 0.08735376240011351, "mask_rcnn/false_positive": 0.14440888795410214, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7406699564307928, "total_loss": 1.7170178080559708} {"data_time": 0.010239074006676674, "eta_seconds": 164299.5685327351, "iteration": 46499, "loss_fcos_cls": 0.27975380432326347, "loss_fcos_ctr": 0.6209122193977237, "loss_fcos_loc": 0.2029128293506801, "loss_mask": 0.27164710592478514, "loss_maskiou": 0.005963855117443018, "loss_sem_seg": 0.31457261834293604, "lr": 0.01, "mask_rcnn/accuracy": 0.8762517015268029, "mask_rcnn/false_negative": 0.11001744519479299, "mask_rcnn/false_positive": 0.15247776360132892, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.5, "time": 0.717712820507586, "total_loss": 1.7109797018347308} {"data_time": 0.010249369777739048, "eta_seconds": 164216.065764755, "iteration": 46519, "loss_fcos_cls": 0.27547545079141855, "loss_fcos_ctr": 0.6230842582881451, "loss_fcos_loc": 0.20746149856131524, "loss_mask": 0.2768397107720375, "loss_maskiou": 0.006144777129520662, "loss_sem_seg": 0.32914027222432196, "lr": 0.01, "mask_rcnn/accuracy": 0.8745888327293534, "mask_rcnn/false_negative": 0.08928911261946187, "mask_rcnn/false_positive": 0.166568560167332, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 37.0, "time": 0.7178702875971794, "total_loss": 1.7078721425496042} {"data_time": 0.010814802721142769, "eta_seconds": 164241.05883050803, "iteration": 46539, "loss_fcos_cls": 0.2836268967948854, "loss_fcos_ctr": 0.6200415436178446, "loss_fcos_loc": 0.21027366467751563, "loss_mask": 0.2684499863535166, "loss_maskiou": 0.005881965116714127, "loss_sem_seg": 0.3126152770128101, "lr": 0.01, "mask_rcnn/accuracy": 0.8883951762523191, "mask_rcnn/false_negative": 0.08594003705063762, "mask_rcnn/false_positive": 0.14448687331999455, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.75, "time": 0.7539025051519275, "total_loss": 1.728975369638647} {"data_time": 0.010081727057695389, "eta_seconds": 164186.6733661592, "iteration": 46559, "loss_fcos_cls": 0.26606002636253834, "loss_fcos_ctr": 0.6212496627122164, "loss_fcos_loc": 0.1992920571938157, "loss_mask": 0.2625822341069579, "loss_maskiou": 0.0065428236266598105, "loss_sem_seg": 0.32790331076830626, "lr": 0.01, "mask_rcnn/accuracy": 0.878824280334799, "mask_rcnn/false_negative": 0.08235344963887059, "mask_rcnn/false_positive": 0.1454178236005808, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.0, "time": 0.7129054926335812, "total_loss": 1.6852141115668928} {"data_time": 0.009862026199698448, "eta_seconds": 164222.54446064495, "iteration": 46579, "loss_fcos_cls": 0.28886517975479364, "loss_fcos_ctr": 0.625108003616333, "loss_fcos_loc": 0.21099130809307098, "loss_mask": 0.2823395701125264, "loss_maskiou": 0.006698522716760635, "loss_sem_seg": 0.3086900277994573, "lr": 0.01, "mask_rcnn/accuracy": 0.883705126160262, "mask_rcnn/false_negative": 0.10580586677767587, "mask_rcnn/false_positive": 0.1526829465709107, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 34.0, "time": 0.7379566980525851, "total_loss": 1.7284688558574999} {"data_time": 0.010412332601845264, "eta_seconds": 164184.74238699395, "iteration": 46599, "loss_fcos_cls": 0.28070721286349, "loss_fcos_ctr": 0.6236440697684884, "loss_fcos_loc": 0.21767751150764525, "loss_mask": 0.28503486840054393, "loss_maskiou": 0.006321030334220268, "loss_sem_seg": 0.3193604461848736, "lr": 0.01, "mask_rcnn/accuracy": 0.8818629466748089, "mask_rcnn/false_negative": 0.09014120401292669, "mask_rcnn/false_positive": 0.14987113297659926, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.7310074428096414, "total_loss": 1.7104789187724236} {"data_time": 0.010130655020475388, "eta_seconds": 164201.7968390053, "iteration": 46619, "loss_fcos_cls": 0.29705972457304597, "loss_fcos_ctr": 0.6228136569261551, "loss_fcos_loc": 0.20432773366337642, "loss_mask": 0.28165197279304266, "loss_maskiou": 0.006682072475086898, "loss_sem_seg": 0.36743423203006387, "lr": 0.01, "mask_rcnn/accuracy": 0.8815910126937373, "mask_rcnn/false_negative": 0.10115540081278038, "mask_rcnn/false_positive": 0.12404740728799611, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 39.25, "time": 0.7518029725179076, "total_loss": 1.8003761706713703} {"data_time": 0.010004648938775063, "eta_seconds": 164127.02403310314, "iteration": 46639, "loss_fcos_cls": 0.2819586880505085, "loss_fcos_ctr": 0.6243373146280646, "loss_fcos_loc": 0.21550938772270456, "loss_mask": 0.27800302021205425, "loss_maskiou": 0.00602923546830425, "loss_sem_seg": 0.2939676810055971, "lr": 0.01, "mask_rcnn/accuracy": 0.8576437047310834, "mask_rcnn/false_negative": 0.11077637145134872, "mask_rcnn/false_positive": 0.15195511358265326, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.75, "time": 0.7237289929762483, "total_loss": 1.7329245598230045} {"data_time": 0.010688474401831627, "eta_seconds": 164152.86032132898, "iteration": 46659, "loss_fcos_cls": 0.29766868986189365, "loss_fcos_ctr": 0.6214712215587497, "loss_fcos_loc": 0.21599895553663373, "loss_mask": 0.28544811625033617, "loss_maskiou": 0.0072236038104165345, "loss_sem_seg": 0.32514835987240076, "lr": 0.01, "mask_rcnn/accuracy": 0.8816453100897983, "mask_rcnn/false_negative": 0.09662535460062184, "mask_rcnn/false_positive": 0.13633241300513688, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7294764863327146, "total_loss": 1.7735597215214511} {"data_time": 0.009915671311318874, "eta_seconds": 164054.54480703082, "iteration": 46679, "loss_fcos_cls": 0.29397218278609216, "loss_fcos_ctr": 0.6222042618319392, "loss_fcos_loc": 0.2065695144701749, "loss_mask": 0.27483922615647316, "loss_maskiou": 0.0063849823927739635, "loss_sem_seg": 0.35257933335378766, "lr": 0.01, "mask_rcnn/accuracy": 0.8936574783854428, "mask_rcnn/false_negative": 0.08424373967377505, "mask_rcnn/false_positive": 0.12086455758419082, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.25, "time": 0.7353735500946641, "total_loss": 1.7234001968899975} {"data_time": 0.010625206865370274, "eta_seconds": 164082.93566744402, "iteration": 46699, "loss_fcos_cls": 0.26920065796002746, "loss_fcos_ctr": 0.6193029438145459, "loss_fcos_loc": 0.19767598470207304, "loss_mask": 0.2608617194928229, "loss_maskiou": 0.0060222484717087355, "loss_sem_seg": 0.3204651332926005, "lr": 0.01, "mask_rcnn/accuracy": 0.8898582175925926, "mask_rcnn/false_negative": 0.10170816884460439, "mask_rcnn/false_positive": 0.10446449710854572, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 39.75, "time": 0.747383433394134, "total_loss": 1.6726796654547798} {"data_time": 0.00979473814368248, "eta_seconds": 164025.16028075572, "iteration": 46719, "loss_fcos_cls": 0.27649098564870656, "loss_fcos_ctr": 0.6235760487616062, "loss_fcos_loc": 0.22110971296206117, "loss_mask": 0.28004962857812643, "loss_maskiou": 0.0062149248260539025, "loss_sem_seg": 0.3048328086733818, "lr": 0.01, "mask_rcnn/accuracy": 0.8745128259637188, "mask_rcnn/false_negative": 0.08620356379078506, "mask_rcnn/false_positive": 0.14267414732375294, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.75, "time": 0.7081068279221654, "total_loss": 1.7285740567313042} {"data_time": 0.010596189647912979, "eta_seconds": 163988.02114937082, "iteration": 46739, "loss_fcos_cls": 0.2941840933635831, "loss_fcos_ctr": 0.6229010131210089, "loss_fcos_loc": 0.21867699385620654, "loss_mask": 0.26845548674464226, "loss_maskiou": 0.006408624136383878, "loss_sem_seg": 0.3529513939283788, "lr": 0.01, "mask_rcnn/accuracy": 0.8821570294784581, "mask_rcnn/false_negative": 0.10170283287852663, "mask_rcnn/false_positive": 0.14103423900319367, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.7216276172548532, "total_loss": 1.7635670708114048} {"data_time": 0.009886790066957474, "eta_seconds": 163964.35482526477, "iteration": 46759, "loss_fcos_cls": 0.2746804691851139, "loss_fcos_ctr": 0.6227325797080994, "loss_fcos_loc": 0.2126134557183832, "loss_mask": 0.2858385816216469, "loss_maskiou": 0.006202054588356987, "loss_sem_seg": 0.353305950993672, "lr": 0.01, "mask_rcnn/accuracy": 0.8724748591035449, "mask_rcnn/false_negative": 0.10262386214114108, "mask_rcnn/false_positive": 0.14373288520636998, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7365212822332978, "total_loss": 1.7493008682067739} {"data_time": 0.009678732603788376, "eta_seconds": 163949.6653771056, "iteration": 46779, "loss_fcos_cls": 0.26443343982100487, "loss_fcos_ctr": 0.6198599999770522, "loss_fcos_loc": 0.20773033378645778, "loss_mask": 0.265996971167624, "loss_maskiou": 0.0059941013605566695, "loss_sem_seg": 0.30210981145501137, "lr": 0.01, "mask_rcnn/accuracy": 0.8929940044626873, "mask_rcnn/false_negative": 0.08531941560965761, "mask_rcnn/false_positive": 0.1414999273250106, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7375611010938883, "total_loss": 1.702041894008289} {"data_time": 0.009411908686161041, "eta_seconds": 163943.95039241388, "iteration": 46799, "loss_fcos_cls": 0.28617146582109854, "loss_fcos_ctr": 0.622908465564251, "loss_fcos_loc": 0.2157293518539518, "loss_mask": 0.2875911705195904, "loss_maskiou": 0.006460846700065304, "loss_sem_seg": 0.2980547286570072, "lr": 0.01, "mask_rcnn/accuracy": 0.8714197080120589, "mask_rcnn/false_negative": 0.10563403021089984, "mask_rcnn/false_positive": 0.14043170299182275, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 36.5, "time": 0.7378305150195956, "total_loss": 1.7218217698318767} {"data_time": 0.010475510731339455, "eta_seconds": 163951.69896506798, "iteration": 46819, "loss_fcos_cls": 0.28109993087127805, "loss_fcos_ctr": 0.6215496296063066, "loss_fcos_loc": 0.2045841400977224, "loss_mask": 0.27771176863461733, "loss_maskiou": 0.005752918637881521, "loss_sem_seg": 0.319010422565043, "lr": 0.01, "mask_rcnn/accuracy": 0.8706951530612246, "mask_rcnn/false_negative": 0.10978199604815969, "mask_rcnn/false_positive": 0.14654876971340886, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.0, "time": 0.7275267243385315, "total_loss": 1.6925929742137669} {"data_time": 0.010450120083987713, "eta_seconds": 163937.00670193043, "iteration": 46839, "loss_fcos_cls": 0.2856505817035213, "loss_fcos_ctr": 0.6221737242303789, "loss_fcos_loc": 0.22235057805664837, "loss_mask": 0.28579962253570557, "loss_maskiou": 0.006493016306194477, "loss_sem_seg": 0.3544511660002172, "lr": 0.01, "mask_rcnn/accuracy": 0.8666957991364441, "mask_rcnn/false_negative": 0.08310455630881408, "mask_rcnn/false_positive": 0.17781828713268316, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7413626024499536, "total_loss": 1.7976298689754913} {"data_time": 0.010114790871739388, "eta_seconds": 163965.36669235304, "iteration": 46859, "loss_fcos_cls": 0.2752419395837933, "loss_fcos_ctr": 0.6241265498101711, "loss_fcos_loc": 0.20460837450809777, "loss_mask": 0.27762795612215996, "loss_maskiou": 0.007013347567408346, "loss_sem_seg": 0.3357039475813508, "lr": 0.01, "mask_rcnn/accuracy": 0.8916318513634267, "mask_rcnn/false_negative": 0.09582006665397103, "mask_rcnn/false_positive": 0.12985844464102803, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.5, "time": 0.735967829823494, "total_loss": 1.7582868876925204} {"data_time": 0.009856232441961765, "eta_seconds": 163907.62217565533, "iteration": 46879, "loss_fcos_cls": 0.27812065195757896, "loss_fcos_ctr": 0.6228351425379515, "loss_fcos_loc": 0.2112957036588341, "loss_mask": 0.2813364821486175, "loss_maskiou": 0.006802230869652703, "loss_sem_seg": 0.34638607734814286, "lr": 0.01, "mask_rcnn/accuracy": 0.8861335688121402, "mask_rcnn/false_negative": 0.10382909307034499, "mask_rcnn/false_positive": 0.13339783374498188, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.25, "time": 0.735040838830173, "total_loss": 1.7471451347810216} {"data_time": 0.00984678789973259, "eta_seconds": 163870.499130819, "iteration": 46899, "loss_fcos_cls": 0.283773081144318, "loss_fcos_ctr": 0.6249367501586676, "loss_fcos_loc": 0.22068252915050834, "loss_mask": 0.2787426821887493, "loss_maskiou": 0.00610949624388013, "loss_sem_seg": 0.34778331557754427, "lr": 0.01, "mask_rcnn/accuracy": 0.8882370774319335, "mask_rcnn/false_negative": 0.08948076221467016, "mask_rcnn/false_positive": 0.1474060352949812, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7490481873974204, "total_loss": 1.7783831623528386} {"data_time": 0.010007955133914948, "eta_seconds": 163878.23764938023, "iteration": 46919, "loss_fcos_cls": 0.26948036439716816, "loss_fcos_ctr": 0.6200533295050263, "loss_fcos_loc": 0.2134383738739416, "loss_mask": 0.27032058918848634, "loss_maskiou": 0.006290449644438922, "loss_sem_seg": 0.3050105096772313, "lr": 0.01, "mask_rcnn/accuracy": 0.873233786565232, "mask_rcnn/false_negative": 0.09286451053063297, "mask_rcnn/false_positive": 0.14589154843104904, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.75, "time": 0.7384819844737649, "total_loss": 1.7634922562283464} {"data_time": 0.009721904061734676, "eta_seconds": 163906.58220480755, "iteration": 46939, "loss_fcos_cls": 0.2926769903860986, "loss_fcos_ctr": 0.6246904525905848, "loss_fcos_loc": 0.21383852104190737, "loss_mask": 0.2851748075336218, "loss_maskiou": 0.006554230691108387, "loss_sem_seg": 0.31220226362347603, "lr": 0.01, "mask_rcnn/accuracy": 0.8795773056057866, "mask_rcnn/false_negative": 0.10953184706878494, "mask_rcnn/false_positive": 0.13552078169210957, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.75, "time": 0.7354583125561476, "total_loss": 1.7152150581387104} {"data_time": 0.009407931007444859, "eta_seconds": 163891.88608292118, "iteration": 46959, "loss_fcos_cls": 0.28521802416071296, "loss_fcos_ctr": 0.6226195301860571, "loss_fcos_loc": 0.2214975896058604, "loss_mask": 0.2693622801452875, "loss_maskiou": 0.0059030374977737665, "loss_sem_seg": 0.31033113645389676, "lr": 0.01, "mask_rcnn/accuracy": 0.8846859056122449, "mask_rcnn/false_negative": 0.08725330721768887, "mask_rcnn/false_positive": 0.13359096912483148, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7449374422430992, "total_loss": 1.7229912362672621} {"data_time": 0.010086672380566597, "eta_seconds": 163811.73812154308, "iteration": 46979, "loss_fcos_cls": 0.29403755627572536, "loss_fcos_ctr": 0.6224743006750941, "loss_fcos_loc": 0.20937078504357487, "loss_mask": 0.2858226764947176, "loss_maskiou": 0.0064833275973796844, "loss_sem_seg": 0.3236328670755029, "lr": 0.01, "mask_rcnn/accuracy": 0.8822995315342255, "mask_rcnn/false_negative": 0.10513481669200886, "mask_rcnn/false_positive": 0.13446822050216622, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7382849548012018, "total_loss": 1.731095409631962} {"data_time": 0.010393119417130947, "eta_seconds": 163819.46859683003, "iteration": 46999, "loss_fcos_cls": 0.2808708595111966, "loss_fcos_ctr": 0.6244356390088797, "loss_fcos_loc": 0.20990424184128642, "loss_mask": 0.26460164319723845, "loss_maskiou": 0.006691787770250812, "loss_sem_seg": 0.3220879395958036, "lr": 0.01, "mask_rcnn/accuracy": 0.8686449579831932, "mask_rcnn/false_negative": 0.1072041691705356, "mask_rcnn/false_positive": 0.15070632360070124, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.712144042365253, "total_loss": 1.7321687018556986} {"data_time": 0.010355529375374317, "eta_seconds": 163759.40561064798, "iteration": 47019, "loss_fcos_cls": 0.2775301611982286, "loss_fcos_ctr": 0.6242417939938605, "loss_fcos_loc": 0.2058442321140319, "loss_mask": 0.2782873883843422, "loss_maskiou": 0.006472841108916327, "loss_sem_seg": 0.31071680039167404, "lr": 0.01, "mask_rcnn/accuracy": 0.8766565860931624, "mask_rcnn/false_negative": 0.09400201897042068, "mask_rcnn/false_positive": 0.16011370031201902, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 36.5, "time": 0.7283473070710897, "total_loss": 1.7193495649262331} {"data_time": 0.01006120815873146, "eta_seconds": 163702.9422538085, "iteration": 47039, "loss_fcos_cls": 0.3001492585754022, "loss_fcos_ctr": 0.6238309405744076, "loss_fcos_loc": 0.20776075194589794, "loss_mask": 0.26601046323776245, "loss_maskiou": 0.006044110021321103, "loss_sem_seg": 0.38151043909601867, "lr": 0.01, "mask_rcnn/accuracy": 0.8760462651441381, "mask_rcnn/false_negative": 0.10573652464777032, "mask_rcnn/false_positive": 0.13030633891911095, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.75, "time": 0.7369893649592996, "total_loss": 1.7746297033445444} {"data_time": 0.010441333055496216, "eta_seconds": 163775.39180741739, "iteration": 47059, "loss_fcos_cls": 0.31066269101575017, "loss_fcos_ctr": 0.6248031966388226, "loss_fcos_loc": 0.2145277124363929, "loss_mask": 0.29071706254035234, "loss_maskiou": 0.007240958118927665, "loss_sem_seg": 0.3359687412157655, "lr": 0.01, "mask_rcnn/accuracy": 0.8660182823129252, "mask_rcnn/false_negative": 0.11000292054894412, "mask_rcnn/false_positive": 0.1559250923524225, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 27.5, "time": 0.7403656421229243, "total_loss": 1.7483314621640602} {"data_time": 0.009203314781188965, "eta_seconds": 163738.2868599482, "iteration": 47079, "loss_fcos_cls": 0.2770969648845494, "loss_fcos_ctr": 0.6218422120437026, "loss_fcos_loc": 0.204047123901546, "loss_mask": 0.2665383778512478, "loss_maskiou": 0.006190458923811093, "loss_sem_seg": 0.30717191309668124, "lr": 0.01, "mask_rcnn/accuracy": 0.8779967632214176, "mask_rcnn/false_negative": 0.10331979212881524, "mask_rcnn/false_positive": 0.13963283549287217, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.25, "time": 0.7331916335970163, "total_loss": 1.7079501982152578} {"data_time": 0.009871662594377995, "eta_seconds": 163645.85126070958, "iteration": 47099, "loss_fcos_cls": 0.30862527759745717, "loss_fcos_ctr": 0.6210894230753183, "loss_fcos_loc": 0.2155464575625956, "loss_mask": 0.28246306348592043, "loss_maskiou": 0.0065746148029575124, "loss_sem_seg": 0.2989384615793824, "lr": 0.01, "mask_rcnn/accuracy": 0.8908147119607337, "mask_rcnn/false_negative": 0.08075972880280098, "mask_rcnn/false_positive": 0.13974075740289418, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.5, "time": 0.7263348456472158, "total_loss": 1.7544975533619436} {"data_time": 0.010670854710042477, "eta_seconds": 163609.4659037292, "iteration": 47119, "loss_fcos_cls": 0.28987330943346024, "loss_fcos_ctr": 0.6231610514223576, "loss_fcos_loc": 0.21266760712023824, "loss_mask": 0.2738941186107695, "loss_maskiou": 0.007009513254160993, "loss_sem_seg": 0.3275194689631462, "lr": 0.01, "mask_rcnn/accuracy": 0.8543386988673534, "mask_rcnn/false_negative": 0.09747764456827286, "mask_rcnn/false_positive": 0.13994514098911734, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.0, "time": 0.7394622974097729, "total_loss": 1.724344603906502} {"data_time": 0.010104517452418804, "eta_seconds": 163645.2184807565, "iteration": 47139, "loss_fcos_cls": 0.27847721008583903, "loss_fcos_ctr": 0.6191423572599888, "loss_fcos_loc": 0.19291599071584642, "loss_mask": 0.2761576068587601, "loss_maskiou": 0.0063479540549451485, "loss_sem_seg": 0.30154226114973426, "lr": 0.01, "mask_rcnn/accuracy": 0.8749246758247529, "mask_rcnn/false_negative": 0.09665996512296095, "mask_rcnn/false_positive": 0.1704972722460401, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7501954566687346, "total_loss": 1.6806584709411254} {"data_time": 0.010431451722979546, "eta_seconds": 163614.835575643, "iteration": 47159, "loss_fcos_cls": 0.27919411403127015, "loss_fcos_ctr": 0.6221592603251338, "loss_fcos_loc": 0.21458614198490977, "loss_mask": 0.25880363024771214, "loss_maskiou": 0.005971666658297181, "loss_sem_seg": 0.3260335000231862, "lr": 0.01, "mask_rcnn/accuracy": 0.8959931638503067, "mask_rcnn/false_negative": 0.09451133523036831, "mask_rcnn/false_positive": 0.10944243419645683, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.0, "time": 0.733371433801949, "total_loss": 1.7162371916328993} {"data_time": 0.010992049239575863, "eta_seconds": 163587.11815452855, "iteration": 47179, "loss_fcos_cls": 0.28009679773822427, "loss_fcos_ctr": 0.6237455806694925, "loss_fcos_loc": 0.2178538152948022, "loss_mask": 0.28756684996187687, "loss_maskiou": 0.006463827347033657, "loss_sem_seg": 0.35568269062787294, "lr": 0.01, "mask_rcnn/accuracy": 0.8855377642128279, "mask_rcnn/false_negative": 0.08479360270528787, "mask_rcnn/false_positive": 0.12720916028224688, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7190801240503788, "total_loss": 1.7646218206928097} {"data_time": 0.011085900478065014, "eta_seconds": 163572.4348779833, "iteration": 47199, "loss_fcos_cls": 0.29532743932213634, "loss_fcos_ctr": 0.6242675194516778, "loss_fcos_loc": 0.21466962550766766, "loss_mask": 0.2875299183651805, "loss_maskiou": 0.006589983087906148, "loss_sem_seg": 0.334701644256711, "lr": 0.01, "mask_rcnn/accuracy": 0.8694111680816905, "mask_rcnn/false_negative": 0.10744810217745943, "mask_rcnn/false_positive": 0.1611598110545331, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.25, "time": 0.7243497539311647, "total_loss": 1.7804492382274475} {"data_time": 0.010560592636466026, "eta_seconds": 163570.78223656025, "iteration": 47219, "loss_fcos_cls": 0.2983696467708796, "loss_fcos_ctr": 0.6229916354641318, "loss_fcos_loc": 0.20865375874564052, "loss_mask": 0.276978449895978, "loss_maskiou": 0.00639144002343528, "loss_sem_seg": 0.2988053229637444, "lr": 0.01, "mask_rcnn/accuracy": 0.888734747448225, "mask_rcnn/false_negative": 0.10581348662783033, "mask_rcnn/false_positive": 0.13811809515358797, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7364941360428929, "total_loss": 1.7032099359639687} {"data_time": 0.010098837316036224, "eta_seconds": 163562.67974065337, "iteration": 47239, "loss_fcos_cls": 0.29550985316745937, "loss_fcos_ctr": 0.6252735126763582, "loss_fcos_loc": 0.22732846002327278, "loss_mask": 0.29431424383074045, "loss_maskiou": 0.007039661817543674, "loss_sem_seg": 0.3152498786803335, "lr": 0.01, "mask_rcnn/accuracy": 0.8855460865664947, "mask_rcnn/false_negative": 0.09258438432356217, "mask_rcnn/false_positive": 0.13786817292139034, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.25, "time": 0.7076647952198982, "total_loss": 1.7768918565270724} {"data_time": 0.009339731186628342, "eta_seconds": 163506.69659981132, "iteration": 47259, "loss_fcos_cls": 0.29245226876810193, "loss_fcos_ctr": 0.6248615616932511, "loss_fcos_loc": 0.20832612900994718, "loss_mask": 0.2847265163436532, "loss_maskiou": 0.006967958062887192, "loss_sem_seg": 0.3251539273187518, "lr": 0.01, "mask_rcnn/accuracy": 0.9046899411678546, "mask_rcnn/false_negative": 0.0950056680661438, "mask_rcnn/false_positive": 0.11214396564855916, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.7467145631089807, "total_loss": 1.751444026333047} {"data_time": 0.009257267229259014, "eta_seconds": 163477.1204894483, "iteration": 47279, "loss_fcos_cls": 0.2801695610396564, "loss_fcos_ctr": 0.6265792809426785, "loss_fcos_loc": 0.21519172884291038, "loss_mask": 0.28289544442668557, "loss_maskiou": 0.006392642739228904, "loss_sem_seg": 0.3141984757967293, "lr": 0.01, "mask_rcnn/accuracy": 0.8751546072974645, "mask_rcnn/false_negative": 0.09288815614489654, "mask_rcnn/false_positive": 0.13865626437769782, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7398905614390969, "total_loss": 1.729926386349689} {"data_time": 0.009127293713390827, "eta_seconds": 163499.018495257, "iteration": 47299, "loss_fcos_cls": 0.2887978288345039, "loss_fcos_ctr": 0.6250839456915855, "loss_fcos_loc": 0.21281422837637365, "loss_mask": 0.2926636948250234, "loss_maskiou": 0.0068903856808901764, "loss_sem_seg": 0.3794662933796644, "lr": 0.01, "mask_rcnn/accuracy": 0.8805551825993556, "mask_rcnn/false_negative": 0.0925778403405042, "mask_rcnn/false_positive": 0.1915700590096705, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.0, "time": 0.7603158187121153, "total_loss": 1.7943633120230515} {"data_time": 0.009225795045495033, "eta_seconds": 163484.33521871176, "iteration": 47319, "loss_fcos_cls": 0.30072291661053896, "loss_fcos_ctr": 0.6239415528252721, "loss_fcos_loc": 0.2238797009922564, "loss_mask": 0.28206729888916016, "loss_maskiou": 0.006869898330478463, "loss_sem_seg": 0.32792047271505, "lr": 0.01, "mask_rcnn/accuracy": 0.865462008742489, "mask_rcnn/false_negative": 0.10879666990832981, "mask_rcnn/false_positive": 0.16172396941198325, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7209657002240419, "total_loss": 1.79643284829217} {"data_time": 0.010577740147709846, "eta_seconds": 163433.08051463962, "iteration": 47339, "loss_fcos_cls": 0.2867683900985867, "loss_fcos_ctr": 0.620621076785028, "loss_fcos_loc": 0.2079917814116925, "loss_mask": 0.28182855481281877, "loss_maskiou": 0.006087551679229364, "loss_sem_seg": 0.27570929285138845, "lr": 0.01, "mask_rcnn/accuracy": 0.8808374114952103, "mask_rcnn/false_negative": 0.10658707976048465, "mask_rcnn/false_positive": 0.15402055888640753, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.75, "time": 0.7322100577875972, "total_loss": 1.6812139941903297} {"data_time": 0.010232816450297832, "eta_seconds": 163474.56951683108, "iteration": 47359, "loss_fcos_cls": 0.28255321783944964, "loss_fcos_ctr": 0.6257188487797976, "loss_fcos_loc": 0.21707391692325473, "loss_mask": 0.2900076135993004, "loss_maskiou": 0.006549206213094294, "loss_sem_seg": 0.3678618324920535, "lr": 0.01, "mask_rcnn/accuracy": 0.8789105845040719, "mask_rcnn/false_negative": 0.0945072530023095, "mask_rcnn/false_positive": 0.1502624346920021, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.5, "time": 0.7382409945130348, "total_loss": 1.7755196648067795} {"data_time": 0.008769566193223, "eta_seconds": 163430.32225893158, "iteration": 47379, "loss_fcos_cls": 0.2800528253428638, "loss_fcos_ctr": 0.6235867431387305, "loss_fcos_loc": 0.2127781137241982, "loss_mask": 0.289791920222342, "loss_maskiou": 0.005850557470694184, "loss_sem_seg": 0.3662387151271105, "lr": 0.01, "mask_rcnn/accuracy": 0.8696384233117405, "mask_rcnn/false_negative": 0.10083635829433879, "mask_rcnn/false_positive": 0.16607777861755568, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7476064758375287, "total_loss": 1.7738384514304926} {"data_time": 0.010455808602273464, "eta_seconds": 163365.14560467377, "iteration": 47399, "loss_fcos_cls": 0.29064256814308465, "loss_fcos_ctr": 0.6218441342934966, "loss_fcos_loc": 0.21402340312488377, "loss_mask": 0.2709248745813966, "loss_maskiou": 0.006113527779234573, "loss_sem_seg": 0.3026881874538958, "lr": 0.01, "mask_rcnn/accuracy": 0.8743933281937791, "mask_rcnn/false_negative": 0.1137357827116077, "mask_rcnn/false_positive": 0.13447200846828666, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.75, "time": 0.7324085589498281, "total_loss": 1.716096317046322} {"data_time": 0.009386862628161907, "eta_seconds": 163350.46775995567, "iteration": 47419, "loss_fcos_cls": 0.27084758947603405, "loss_fcos_ctr": 0.6220894753932953, "loss_fcos_loc": 0.20496093900874257, "loss_mask": 0.284580172970891, "loss_maskiou": 0.006242214047233574, "loss_sem_seg": 0.3351147281937301, "lr": 0.01, "mask_rcnn/accuracy": 0.8837288703360132, "mask_rcnn/false_negative": 0.09892829360923047, "mask_rcnn/false_positive": 0.16689641856139426, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.75, "time": 0.7416074024513364, "total_loss": 1.7059009143849835} {"data_time": 0.0105354692786932, "eta_seconds": 163359.68055662513, "iteration": 47439, "loss_fcos_cls": 0.294103124178946, "loss_fcos_ctr": 0.6254481971263885, "loss_fcos_loc": 0.22735149902291596, "loss_mask": 0.28017573338001966, "loss_maskiou": 0.006731907415087335, "loss_sem_seg": 0.29709594137966633, "lr": 0.01, "mask_rcnn/accuracy": 0.8619235795739837, "mask_rcnn/false_negative": 0.11053475045138356, "mask_rcnn/false_positive": 0.12970813268948206, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.7583669172599912, "total_loss": 1.727564791450277} {"data_time": 0.008831728249788284, "eta_seconds": 163381.55228289496, "iteration": 47459, "loss_fcos_cls": 0.2855063939932734, "loss_fcos_ctr": 0.6267642322927713, "loss_fcos_loc": 0.21440766006708145, "loss_mask": 0.2725949324667454, "loss_maskiou": 0.006309530326689128, "loss_sem_seg": 0.28643121710047126, "lr": 0.01, "mask_rcnn/accuracy": 0.8623690426942978, "mask_rcnn/false_negative": 0.11213193834117952, "mask_rcnn/false_positive": 0.19745148391754366, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.75, "time": 0.7443107776343822, "total_loss": 1.686691562863416} {"data_time": 0.009972221218049526, "eta_seconds": 163330.32057341933, "iteration": 47479, "loss_fcos_cls": 0.28230861271731555, "loss_fcos_ctr": 0.623980987817049, "loss_fcos_loc": 0.21121648198459297, "loss_mask": 0.27503901859745383, "loss_maskiou": 0.006713578055496328, "loss_sem_seg": 0.3169699409045279, "lr": 0.01, "mask_rcnn/accuracy": 0.872759271398687, "mask_rcnn/false_negative": 0.0913174218199223, "mask_rcnn/false_positive": 0.15695719135071162, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7308670496568084, "total_loss": 1.7218786354278564} {"data_time": 0.010142221115529537, "eta_seconds": 163431.06741604675, "iteration": 47499, "loss_fcos_cls": 0.27957667724695057, "loss_fcos_ctr": 0.6219149492681026, "loss_fcos_loc": 0.2092273305170238, "loss_mask": 0.281758364289999, "loss_maskiou": 0.006321823602775112, "loss_sem_seg": 0.28373903036117554, "lr": 0.01, "mask_rcnn/accuracy": 0.874472625588697, "mask_rcnn/false_negative": 0.09802697668872105, "mask_rcnn/false_positive": 0.16686969214963726, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.5, "time": 0.74742223136127, "total_loss": 1.6932687866719789} {"data_time": 0.009928586892783642, "eta_seconds": 163574.0752690276, "iteration": 47519, "loss_fcos_cls": 0.2760578924790025, "loss_fcos_ctr": 0.6227585719898343, "loss_fcos_loc": 0.2123441204894334, "loss_mask": 0.278942265547812, "loss_maskiou": 0.00641066866228357, "loss_sem_seg": 0.2987545230425894, "lr": 0.01, "mask_rcnn/accuracy": 0.8740395659495326, "mask_rcnn/false_negative": 0.08766949608141639, "mask_rcnn/false_positive": 0.17124217859069332, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7362333303317428, "total_loss": 1.7080597378444509} {"data_time": 0.010173758491873741, "eta_seconds": 163513.5254894197, "iteration": 47539, "loss_fcos_cls": 0.2864331187447533, "loss_fcos_ctr": 0.6249025948345661, "loss_fcos_loc": 0.21313822828233242, "loss_mask": 0.28579115588217974, "loss_maskiou": 0.006723209808114916, "loss_sem_seg": 0.3179284017533064, "lr": 0.01, "mask_rcnn/accuracy": 0.8939853490617522, "mask_rcnn/false_negative": 0.07472859426228659, "mask_rcnn/false_positive": 0.15135867269349454, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7367498567327857, "total_loss": 1.7285843594872858} {"data_time": 0.0102361049503088, "eta_seconds": 163451.00242633, "iteration": 47559, "loss_fcos_cls": 0.2984289797022939, "loss_fcos_ctr": 0.619869127869606, "loss_fcos_loc": 0.21630071999970824, "loss_mask": 0.2843721704557538, "loss_maskiou": 0.00634266780980397, "loss_sem_seg": 0.33583430806174874, "lr": 0.01, "mask_rcnn/accuracy": 0.865105840871147, "mask_rcnn/false_negative": 0.09882351451409943, "mask_rcnn/false_positive": 0.17156152177550796, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.5, "time": 0.7141462778672576, "total_loss": 1.7568492829013849} {"data_time": 0.010397132486104965, "eta_seconds": 163372.3059480386, "iteration": 47579, "loss_fcos_cls": 0.2708034343086183, "loss_fcos_ctr": 0.6246382873505354, "loss_fcos_loc": 0.21962389023974538, "loss_mask": 0.27346759382635355, "loss_maskiou": 0.0059827962395502254, "loss_sem_seg": 0.33529987884685397, "lr": 0.01, "mask_rcnn/accuracy": 0.8735622144752329, "mask_rcnn/false_negative": 0.10848810792117923, "mask_rcnn/false_positive": 0.11718941638566457, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7298013754189014, "total_loss": 1.7315101916174171} {"data_time": 0.010147687047719955, "eta_seconds": 163328.56683770847, "iteration": 47599, "loss_fcos_cls": 0.2933296808041632, "loss_fcos_ctr": 0.6229442516341805, "loss_fcos_loc": 0.21338492399081588, "loss_mask": 0.2815667847171426, "loss_maskiou": 0.005752085955464281, "loss_sem_seg": 0.29795082891359925, "lr": 0.01, "mask_rcnn/accuracy": 0.8938405344655345, "mask_rcnn/false_negative": 0.08029108704044863, "mask_rcnn/false_positive": 0.11070549202705729, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.0, "time": 0.7297040028497577, "total_loss": 1.719696690714045} {"data_time": 0.010477677918970585, "eta_seconds": 163264.0860705329, "iteration": 47619, "loss_fcos_cls": 0.28567066276445985, "loss_fcos_ctr": 0.6235900549218059, "loss_fcos_loc": 0.2223452118341811, "loss_mask": 0.2779002357274294, "loss_maskiou": 0.006432769849197939, "loss_sem_seg": 0.31296303402632475, "lr": 0.01, "mask_rcnn/accuracy": 0.8936391520894071, "mask_rcnn/false_negative": 0.09184926775755362, "mask_rcnn/false_positive": 0.09645686412207091, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.746063707396388, "total_loss": 1.7357656157400925} {"data_time": 0.01094094105064869, "eta_seconds": 163328.23484703247, "iteration": 47639, "loss_fcos_cls": 0.29542297264561057, "loss_fcos_ctr": 0.6241649305447936, "loss_fcos_loc": 0.21955979545600712, "loss_mask": 0.2917147185653448, "loss_maskiou": 0.006158965967188124, "loss_sem_seg": 0.3085513776168227, "lr": 0.01, "mask_rcnn/accuracy": 0.8689001110648341, "mask_rcnn/false_negative": 0.08902390099420422, "mask_rcnn/false_positive": 0.13696545287249484, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7563307965174317, "total_loss": 1.731358427561645} {"data_time": 0.009603927843272686, "eta_seconds": 163404.00415171497, "iteration": 47659, "loss_fcos_cls": 0.2835020166821778, "loss_fcos_ctr": 0.6244117245078087, "loss_fcos_loc": 0.2075771652162075, "loss_mask": 0.28987169172614813, "loss_maskiou": 0.006679932703264058, "loss_sem_seg": 0.3128500224556774, "lr": 0.01, "mask_rcnn/accuracy": 0.8657624175410783, "mask_rcnn/false_negative": 0.12121426176093314, "mask_rcnn/false_positive": 0.13993566890517095, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.734311974607408, "total_loss": 1.7098683370277286} {"data_time": 0.010310797020792961, "eta_seconds": 163581.48914787266, "iteration": 47679, "loss_fcos_cls": 0.28308863448910415, "loss_fcos_ctr": 0.6213405290618539, "loss_fcos_loc": 0.207972094474826, "loss_mask": 0.2831588890403509, "loss_maskiou": 0.00625256184139289, "loss_sem_seg": 0.3440587967634201, "lr": 0.01, "mask_rcnn/accuracy": 0.8700000516924095, "mask_rcnn/false_negative": 0.0786867324704891, "mask_rcnn/false_positive": 0.17342164421749626, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.7551938248798251, "total_loss": 1.7682339625025634} {"data_time": 0.01005407702177763, "eta_seconds": 163542.9288421208, "iteration": 47699, "loss_fcos_cls": 0.29445146047510207, "loss_fcos_ctr": 0.6216628956608474, "loss_fcos_loc": 0.21502678119577467, "loss_mask": 0.28069994039833546, "loss_maskiou": 0.006524675874970853, "loss_sem_seg": 0.3232215465977788, "lr": 0.01, "mask_rcnn/accuracy": 0.8832174609333578, "mask_rcnn/false_negative": 0.09601142309540527, "mask_rcnn/false_positive": 0.14385828546209342, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7353966757655144, "total_loss": 1.757029385502392} {"data_time": 0.010179797187447548, "eta_seconds": 163575.09153502062, "iteration": 47719, "loss_fcos_cls": 0.27815800544340163, "loss_fcos_ctr": 0.6236251569353044, "loss_fcos_loc": 0.22122491673508193, "loss_mask": 0.2799910306930542, "loss_maskiou": 0.006380594619258773, "loss_sem_seg": 0.3365478590130806, "lr": 0.01, "mask_rcnn/accuracy": 0.8729226715907044, "mask_rcnn/false_negative": 0.11510502783808402, "mask_rcnn/false_positive": 0.1290386161389223, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7311206264421344, "total_loss": 1.74431894319423} {"data_time": 0.008947033435106277, "eta_seconds": 163595.75168038812, "iteration": 47739, "loss_fcos_cls": 0.2736405194737017, "loss_fcos_ctr": 0.6201930833049119, "loss_fcos_loc": 0.2005023998208344, "loss_mask": 0.28073588013648987, "loss_maskiou": 0.0064551254763500765, "loss_sem_seg": 0.3264639789122157, "lr": 0.01, "mask_rcnn/accuracy": 0.8700072886297376, "mask_rcnn/false_negative": 0.11088110806041254, "mask_rcnn/false_positive": 0.14555522116942032, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.25, "time": 0.7391961114481091, "total_loss": 1.7114063206827268} {"data_time": 0.009850052185356617, "eta_seconds": 163569.9546146188, "iteration": 47759, "loss_fcos_cls": 0.2965320907533169, "loss_fcos_ctr": 0.6256234012544155, "loss_fcos_loc": 0.2145479688188061, "loss_mask": 0.29637175519019365, "loss_maskiou": 0.006398099954822101, "loss_sem_seg": 0.2971655922010541, "lr": 0.01, "mask_rcnn/accuracy": 0.9055631868131868, "mask_rcnn/false_negative": 0.08135267992314632, "mask_rcnn/false_positive": 0.15045707453981086, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7346075410023332, "total_loss": 1.7758466366503853} {"data_time": 0.010008304379880428, "eta_seconds": 163555.23456254788, "iteration": 47779, "loss_fcos_cls": 0.28833757853135467, "loss_fcos_ctr": 0.622645815834403, "loss_fcos_loc": 0.21067193779163063, "loss_mask": 0.2805844689719379, "loss_maskiou": 0.006529016580316238, "loss_sem_seg": 0.30382737843319774, "lr": 0.01, "mask_rcnn/accuracy": 0.8754962333439777, "mask_rcnn/false_negative": 0.08287009297208278, "mask_rcnn/false_positive": 0.14347261190728203, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.7379516791552305, "total_loss": 1.720187172293663} {"data_time": 0.009823336265981197, "eta_seconds": 163562.72898532916, "iteration": 47799, "loss_fcos_cls": 0.29726855736225843, "loss_fcos_ctr": 0.6252912618219852, "loss_fcos_loc": 0.2189013350289315, "loss_mask": 0.2807739768177271, "loss_maskiou": 0.00691062039550161, "loss_sem_seg": 0.323684801813215, "lr": 0.01, "mask_rcnn/accuracy": 0.8874256098286947, "mask_rcnn/false_negative": 0.08244263446836096, "mask_rcnn/false_positive": 0.14466654568493847, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.0, "time": 0.7517616748809814, "total_loss": 1.7373752295825398} {"data_time": 0.009617278352379799, "eta_seconds": 163548.00693376455, "iteration": 47819, "loss_fcos_cls": 0.2860039313090965, "loss_fcos_ctr": 0.6240468779578805, "loss_fcos_loc": 0.2212127469247207, "loss_mask": 0.2973327711224556, "loss_maskiou": 0.0070377992451540194, "loss_sem_seg": 0.3143105264753103, "lr": 0.01, "mask_rcnn/accuracy": 0.8608491800975709, "mask_rcnn/false_negative": 0.11293362137775326, "mask_rcnn/false_positive": 0.16691358039969423, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.25, "time": 0.7262828527018428, "total_loss": 1.7410525823652279} {"data_time": 0.010810629464685917, "eta_seconds": 163511.07440633513, "iteration": 47839, "loss_fcos_cls": 0.2747836373746395, "loss_fcos_ctr": 0.6230351682752371, "loss_fcos_loc": 0.2150313958991319, "loss_mask": 0.2748316628858447, "loss_maskiou": 0.006034871970769018, "loss_sem_seg": 0.30120490142144263, "lr": 0.01, "mask_rcnn/accuracy": 0.8734094761948146, "mask_rcnn/false_negative": 0.1233127597586481, "mask_rcnn/false_positive": 0.13797289805450702, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.5, "time": 0.7337190080434084, "total_loss": 1.6920501250133384} {"data_time": 0.01094274502247572, "eta_seconds": 163449.0470121922, "iteration": 47859, "loss_fcos_cls": 0.2765806228853762, "loss_fcos_ctr": 0.6221860432997346, "loss_fcos_loc": 0.21060598897747695, "loss_mask": 0.2689423421397805, "loss_maskiou": 0.006817125628003851, "loss_sem_seg": 0.33458901406265795, "lr": 0.01, "mask_rcnn/accuracy": 0.8844976452119309, "mask_rcnn/false_negative": 0.09883830493896276, "mask_rcnn/false_positive": 0.1412278222366103, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.0, "time": 0.7110078204423189, "total_loss": 1.7242800304229604} {"data_time": 0.009355771355330944, "eta_seconds": 163394.33734351862, "iteration": 47879, "loss_fcos_cls": 0.2753313318826258, "loss_fcos_ctr": 0.6225957376882434, "loss_fcos_loc": 0.21279723208863288, "loss_mask": 0.2810618430376053, "loss_maskiou": 0.006306587734798086, "loss_sem_seg": 0.32949558552354574, "lr": 0.01, "mask_rcnn/accuracy": 0.8770930462702322, "mask_rcnn/false_negative": 0.10081702014843466, "mask_rcnn/false_positive": 0.14908164761384285, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7190543795004487, "total_loss": 1.7289260370016564} {"data_time": 0.009868360124528408, "eta_seconds": 163227.62210343592, "iteration": 47899, "loss_fcos_cls": 0.28589131450280547, "loss_fcos_ctr": 0.6202438538894057, "loss_fcos_loc": 0.20950877433642745, "loss_mask": 0.26768013555556536, "loss_maskiou": 0.0064535735655226745, "loss_sem_seg": 0.3196291606873274, "lr": 0.01, "mask_rcnn/accuracy": 0.8665839428174422, "mask_rcnn/false_negative": 0.10079505172806262, "mask_rcnn/false_positive": 0.16674820004089105, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.75, "time": 0.7214023238047957, "total_loss": 1.7287771234987304} {"data_time": 0.0100460359826684, "eta_seconds": 163152.45216313004, "iteration": 47919, "loss_fcos_cls": 0.2711906088516116, "loss_fcos_ctr": 0.6238275151699781, "loss_fcos_loc": 0.20500589814037085, "loss_mask": 0.28236850537359715, "loss_maskiou": 0.005953668893198483, "loss_sem_seg": 0.3068138654343784, "lr": 0.01, "mask_rcnn/accuracy": 0.848105577458256, "mask_rcnn/false_negative": 0.11866238653526118, "mask_rcnn/false_positive": 0.19196938229391114, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7224562391638756, "total_loss": 1.6783682631357806} {"data_time": 0.01016668975353241, "eta_seconds": 163137.75910499692, "iteration": 47939, "loss_fcos_cls": 0.26936565805226564, "loss_fcos_ctr": 0.6220635762438178, "loss_fcos_loc": 0.2171366575639695, "loss_mask": 0.2840828560292721, "loss_maskiou": 0.00649638185313961, "loss_sem_seg": 0.3536306913010776, "lr": 0.01, "mask_rcnn/accuracy": 0.8651629723338781, "mask_rcnn/false_negative": 0.10870788007129459, "mask_rcnn/false_positive": 0.1624204324992961, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.7383108390495181, "total_loss": 1.752831228863215} {"data_time": 0.010184744372963905, "eta_seconds": 163183.52659136616, "iteration": 47959, "loss_fcos_cls": 0.2925109793432057, "loss_fcos_ctr": 0.6215112172067165, "loss_fcos_loc": 0.2146675270050764, "loss_mask": 0.2786135906353593, "loss_maskiou": 0.006266699841944501, "loss_sem_seg": 0.3036615012679249, "lr": 0.01, "mask_rcnn/accuracy": 0.8732442921156514, "mask_rcnn/false_negative": 0.10918204961591521, "mask_rcnn/false_positive": 0.13273308115990468, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.5, "time": 0.7430630261078477, "total_loss": 1.7385896934720222} {"data_time": 0.009291155263781548, "eta_seconds": 163063.83528869413, "iteration": 47979, "loss_fcos_cls": 0.30152919981628656, "loss_fcos_ctr": 0.6236703246831894, "loss_fcos_loc": 0.21485959459096193, "loss_mask": 0.27258544974029064, "loss_maskiou": 0.006579596578376368, "loss_sem_seg": 0.2986493920907378, "lr": 0.01, "mask_rcnn/accuracy": 0.8570650169444414, "mask_rcnn/false_negative": 0.10540884492141642, "mask_rcnn/false_positive": 0.16439760724953595, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.25, "time": 0.7339340737089515, "total_loss": 1.7491255122222356} {"data_time": 0.0098358653485775, "eta_seconds": 163221.1662290236, "iteration": 47999, "loss_fcos_cls": 0.28986997914034873, "loss_fcos_ctr": 0.6275852788239717, "loss_fcos_loc": 0.2271977112395689, "loss_mask": 0.2800489915534854, "loss_maskiou": 0.006711212827212876, "loss_sem_seg": 0.3636162355542183, "lr": 0.01, "mask_rcnn/accuracy": 0.8516413324341753, "mask_rcnn/false_negative": 0.13616224983327085, "mask_rcnn/false_positive": 0.1718266604006324, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 37.0, "time": 0.7406639065593481, "total_loss": 1.7953827095334418} {"data_time": 0.010027897544205189, "eta_seconds": 163139.4310792964, "iteration": 48019, "loss_fcos_cls": 0.29431480704806745, "loss_fcos_ctr": 0.6251307213678956, "loss_fcos_loc": 0.20981241296976805, "loss_mask": 0.2809923477470875, "loss_maskiou": 0.006291662895819172, "loss_sem_seg": 0.3126020417548716, "lr": 0.01, "mask_rcnn/accuracy": 0.881667439703154, "mask_rcnn/false_negative": 0.08474378696890525, "mask_rcnn/false_positive": 0.16549846391300072, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7301816800609231, "total_loss": 1.7262546670644952} {"data_time": 0.008972272276878357, "eta_seconds": 163040.14675425366, "iteration": 48039, "loss_fcos_cls": 0.28930280497297645, "loss_fcos_ctr": 0.6210087137296796, "loss_fcos_loc": 0.21001971559599042, "loss_mask": 0.2895450103096664, "loss_maskiou": 0.007254736599861644, "loss_sem_seg": 0.3306254460476339, "lr": 0.01, "mask_rcnn/accuracy": 0.8653659506885278, "mask_rcnn/false_negative": 0.09167845024232196, "mask_rcnn/false_positive": 0.16410315453731217, "roi_head/num_bg_samples": 78.75, "roi_head/num_fg_samples": 27.75, "time": 0.7305017886683345, "total_loss": 1.779923917238193} {"data_time": 0.008937424048781395, "eta_seconds": 163025.45587191358, "iteration": 48059, "loss_fcos_cls": 0.287025426980108, "loss_fcos_ctr": 0.6216957764700055, "loss_fcos_loc": 0.20698160817846656, "loss_mask": 0.2727045388892293, "loss_maskiou": 0.006082637992221862, "loss_sem_seg": 0.29783237096853554, "lr": 0.01, "mask_rcnn/accuracy": 0.8812548506870337, "mask_rcnn/false_negative": 0.07697914787030813, "mask_rcnn/false_positive": 0.16825877442790735, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7454197853803635, "total_loss": 1.6797365272796014} {"data_time": 0.010500445030629635, "eta_seconds": 163026.16017217562, "iteration": 48079, "loss_fcos_cls": 0.31467514345422387, "loss_fcos_ctr": 0.6223897682502866, "loss_fcos_loc": 0.21562721201917157, "loss_mask": 0.2770135113969445, "loss_maskiou": 0.0062326439074240625, "loss_sem_seg": 0.3203839035704732, "lr": 0.01, "mask_rcnn/accuracy": 0.8806747058863439, "mask_rcnn/false_negative": 0.08346035137115101, "mask_rcnn/false_positive": 0.15637229674038094, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.5, "time": 0.7325546322390437, "total_loss": 1.7772713200974977} {"data_time": 0.010061030276119709, "eta_seconds": 163147.6435123561, "iteration": 48099, "loss_fcos_cls": 0.28504582261666656, "loss_fcos_ctr": 0.6202365411445498, "loss_fcos_loc": 0.2130595489870757, "loss_mask": 0.28020808566361666, "loss_maskiou": 0.0063893689948599786, "loss_sem_seg": 0.2945350375957787, "lr": 0.01, "mask_rcnn/accuracy": 0.8590369024322058, "mask_rcnn/false_negative": 0.10021738415813876, "mask_rcnn/false_positive": 0.17111216682173047, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.0, "time": 0.7364255590364337, "total_loss": 1.7085710356477648} {"data_time": 0.010687745176255703, "eta_seconds": 162996.77563260123, "iteration": 48119, "loss_fcos_cls": 0.2798871025443077, "loss_fcos_ctr": 0.6222425540909171, "loss_fcos_loc": 0.20458611380308867, "loss_mask": 0.2847207263112068, "loss_maskiou": 0.007054057248751633, "loss_sem_seg": 0.3188407178968191, "lr": 0.01, "mask_rcnn/accuracy": 0.8793883624878522, "mask_rcnn/false_negative": 0.09046425722226573, "mask_rcnn/false_positive": 0.14470680255233384, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 40.25, "time": 0.7382332403212786, "total_loss": 1.7230973882833496} {"data_time": 0.009382716380059719, "eta_seconds": 162982.08336281404, "iteration": 48139, "loss_fcos_cls": 0.2844548993743956, "loss_fcos_ctr": 0.6242495365440845, "loss_fcos_loc": 0.21546693932032213, "loss_mask": 0.2825043508782983, "loss_maskiou": 0.006737105650245212, "loss_sem_seg": 0.31001568445935845, "lr": 0.01, "mask_rcnn/accuracy": 0.8808299835085549, "mask_rcnn/false_negative": 0.09299301893842804, "mask_rcnn/false_positive": 0.1566675285112064, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.7476327801123261, "total_loss": 1.715417000799789} {"data_time": 0.009999163448810577, "eta_seconds": 162897.36669352278, "iteration": 48159, "loss_fcos_cls": 0.29552198899909854, "loss_fcos_ctr": 0.6227079592645168, "loss_fcos_loc": 0.2166979038156569, "loss_mask": 0.2793135968968272, "loss_maskiou": 0.007368923546891892, "loss_sem_seg": 0.35383307468146086, "lr": 0.01, "mask_rcnn/accuracy": 0.8918113725550134, "mask_rcnn/false_negative": 0.08113077902027861, "mask_rcnn/false_positive": 0.13358270992916554, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7258280906826258, "total_loss": 1.77627198373375} {"data_time": 0.010153569281101227, "eta_seconds": 162922.85135381762, "iteration": 48179, "loss_fcos_cls": 0.2940085254376754, "loss_fcos_ctr": 0.6217038724571466, "loss_fcos_loc": 0.21709315036423504, "loss_mask": 0.2919775629416108, "loss_maskiou": 0.006626126716582803, "loss_sem_seg": 0.2989942543208599, "lr": 0.01, "mask_rcnn/accuracy": 0.8625608034757436, "mask_rcnn/false_negative": 0.10607261789746722, "mask_rcnn/false_positive": 0.15494647895100772, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.0, "time": 0.7323941122740507, "total_loss": 1.721153796188446} {"data_time": 0.010299806483089924, "eta_seconds": 163074.1207956886, "iteration": 48199, "loss_fcos_cls": 0.27638925705105066, "loss_fcos_ctr": 0.6230539958924055, "loss_fcos_loc": 0.21491558174602687, "loss_mask": 0.28503304067999125, "loss_maskiou": 0.005622880744340364, "loss_sem_seg": 0.3085039025172591, "lr": 0.01, "mask_rcnn/accuracy": 0.8653081505062661, "mask_rcnn/false_negative": 0.08959096592634752, "mask_rcnn/false_positive": 0.1526185918959836, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7410632353276014, "total_loss": 1.7459532592620235} {"data_time": 0.01150848250836134, "eta_seconds": 162873.89727944322, "iteration": 48219, "loss_fcos_cls": 0.2823070470476523, "loss_fcos_ctr": 0.6215848475694656, "loss_fcos_loc": 0.213451215531677, "loss_mask": 0.2862603962421417, "loss_maskiou": 0.007151648591388948, "loss_sem_seg": 0.30994334700517356, "lr": 0.01, "mask_rcnn/accuracy": 0.879958389466402, "mask_rcnn/false_negative": 0.08326677694962883, "mask_rcnn/false_positive": 0.14071992682126158, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7200985793024302, "total_loss": 1.7201581555855228} {"data_time": 0.009869198314845562, "eta_seconds": 162878.59178318176, "iteration": 48239, "loss_fcos_cls": 0.28422866691835225, "loss_fcos_ctr": 0.6195644903928041, "loss_fcos_loc": 0.20075661048758775, "loss_mask": 0.27477880846709013, "loss_maskiou": 0.0058914256223943084, "loss_sem_seg": 0.27917255787178874, "lr": 0.01, "mask_rcnn/accuracy": 0.870777333767984, "mask_rcnn/false_negative": 0.10404919532695156, "mask_rcnn/false_positive": 0.15611213961372922, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.7268340094015002, "total_loss": 1.6671360673135496} {"data_time": 0.010300975292921066, "eta_seconds": 162863.9022217365, "iteration": 48259, "loss_fcos_cls": 0.2830716064199805, "loss_fcos_ctr": 0.6232776278629899, "loss_fcos_loc": 0.2082720072939992, "loss_mask": 0.2722017881460488, "loss_maskiou": 0.0059817497749463655, "loss_sem_seg": 0.3402018202468753, "lr": 0.01, "mask_rcnn/accuracy": 0.8814637695254055, "mask_rcnn/false_negative": 0.0922271603210153, "mask_rcnn/false_positive": 0.1452401180632315, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.75, "time": 0.7434627497568727, "total_loss": 1.7512031266087433} {"data_time": 0.010160144418478012, "eta_seconds": 162849.21266029123, "iteration": 48279, "loss_fcos_cls": 0.2912427552510053, "loss_fcos_ctr": 0.6228356501087546, "loss_fcos_loc": 0.21081744227558374, "loss_mask": 0.2729679895564914, "loss_maskiou": 0.0062789812036498915, "loss_sem_seg": 0.3332177489064634, "lr": 0.01, "mask_rcnn/accuracy": 0.8679666449968166, "mask_rcnn/false_negative": 0.11070125410290044, "mask_rcnn/false_positive": 0.14273500846303785, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.25, "time": 0.7359693041071296, "total_loss": 1.7173281396972016} {"data_time": 0.010124065913259983, "eta_seconds": 162654.6489717057, "iteration": 48299, "loss_fcos_cls": 0.2816719622351229, "loss_fcos_ctr": 0.619862905703485, "loss_fcos_loc": 0.2018542734440416, "loss_mask": 0.28185813780874014, "loss_maskiou": 0.006705477717332542, "loss_sem_seg": 0.2671313756145537, "lr": 0.01, "mask_rcnn/accuracy": 0.9034313502186588, "mask_rcnn/false_negative": 0.09422508666621537, "mask_rcnn/false_positive": 0.11577484847286926, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.75, "time": 0.7255304390564561, "total_loss": 1.6872996838501422} {"data_time": 0.01042458787560463, "eta_seconds": 162639.97563699167, "iteration": 48319, "loss_fcos_cls": 0.2827834184281528, "loss_fcos_ctr": 0.6235756147652864, "loss_fcos_loc": 0.22092926921322942, "loss_mask": 0.2950559249147773, "loss_maskiou": 0.006668748377705924, "loss_sem_seg": 0.3256122878519818, "lr": 0.01, "mask_rcnn/accuracy": 0.8760953984347977, "mask_rcnn/false_negative": 0.10786351682341143, "mask_rcnn/false_positive": 0.13666363728605108, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7175169456750154, "total_loss": 1.72611564102408} {"data_time": 0.009956993162631989, "eta_seconds": 162704.261286987, "iteration": 48339, "loss_fcos_cls": 0.27282088436186314, "loss_fcos_ctr": 0.6233341470360756, "loss_fcos_loc": 0.2062443292234093, "loss_mask": 0.29429352656006813, "loss_maskiou": 0.006343247936456464, "loss_sem_seg": 0.3195268861018121, "lr": 0.01, "mask_rcnn/accuracy": 0.8727288688754854, "mask_rcnn/false_negative": 0.09425921693133657, "mask_rcnn/false_positive": 0.1332383015805187, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 37.75, "time": 0.7399771260097623, "total_loss": 1.7200164331006818} {"data_time": 0.010481676086783409, "eta_seconds": 162689.58082797192, "iteration": 48359, "loss_fcos_cls": 0.28650823421776295, "loss_fcos_ctr": 0.6249083196744323, "loss_fcos_loc": 0.22160349320620298, "loss_mask": 0.28211984876543283, "loss_maskiou": 0.006380446226103231, "loss_sem_seg": 0.3109674407169223, "lr": 0.01, "mask_rcnn/accuracy": 0.8762283283219243, "mask_rcnn/false_negative": 0.08750274406838994, "mask_rcnn/false_positive": 0.14911275061452145, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.75, "time": 0.7388816718012094, "total_loss": 1.7044252052219235} {"data_time": 0.009317257441580296, "eta_seconds": 162633.16966829728, "iteration": 48379, "loss_fcos_cls": 0.2821055406238884, "loss_fcos_ctr": 0.6214859173633158, "loss_fcos_loc": 0.2080236922192853, "loss_mask": 0.2775945132598281, "loss_maskiou": 0.006274769373703748, "loss_sem_seg": 0.29906899528577924, "lr": 0.01, "mask_rcnn/accuracy": 0.8791218209474643, "mask_rcnn/false_negative": 0.09898447465899021, "mask_rcnn/false_positive": 0.12496301073053198, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.7349754376336932, "total_loss": 1.7037730997544713} {"data_time": 0.009274204261600971, "eta_seconds": 162660.21990994178, "iteration": 48399, "loss_fcos_cls": 0.28163659712299705, "loss_fcos_ctr": 0.6259831837378442, "loss_fcos_loc": 0.22241523687262088, "loss_mask": 0.2956498144194484, "loss_maskiou": 0.007196241931524128, "loss_sem_seg": 0.34396342537365854, "lr": 0.01, "mask_rcnn/accuracy": 0.8864582316180061, "mask_rcnn/false_negative": 0.10039904982080697, "mask_rcnn/false_positive": 0.14962578719106917, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.0, "time": 0.7406489439308643, "total_loss": 1.7574579936008377} {"data_time": 0.010766173712909222, "eta_seconds": 162645.5394509267, "iteration": 48419, "loss_fcos_cls": 0.27750545740127563, "loss_fcos_ctr": 0.6197912618517876, "loss_fcos_loc": 0.20767888135742396, "loss_mask": 0.2850839542225003, "loss_maskiou": 0.006139773657196201, "loss_sem_seg": 0.30847494024783373, "lr": 0.01, "mask_rcnn/accuracy": 0.8735741828001773, "mask_rcnn/false_negative": 0.10800912883804789, "mask_rcnn/false_positive": 0.1728022355998265, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7388031398877501, "total_loss": 1.7203374839082244} {"data_time": 0.009931530803442001, "eta_seconds": 162630.85899191163, "iteration": 48439, "loss_fcos_cls": 0.27730523981153965, "loss_fcos_ctr": 0.6228402834385633, "loss_fcos_loc": 0.20878209150396287, "loss_mask": 0.2815873892977834, "loss_maskiou": 0.0060305113074718975, "loss_sem_seg": 0.3224941720254719, "lr": 0.01, "mask_rcnn/accuracy": 0.873349607700223, "mask_rcnn/false_negative": 0.08382863021405257, "mask_rcnn/false_positive": 0.15244116365990928, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.0, "time": 0.7476969510316849, "total_loss": 1.7170663631186471} {"data_time": 0.010132969357073307, "eta_seconds": 162616.17853289656, "iteration": 48459, "loss_fcos_cls": 0.2790914971847087, "loss_fcos_ctr": 0.622906593605876, "loss_fcos_loc": 0.2127759917639196, "loss_mask": 0.2822897173464298, "loss_maskiou": 0.00657710831364966, "loss_sem_seg": 0.32496955525130033, "lr": 0.01, "mask_rcnn/accuracy": 0.8713354389374798, "mask_rcnn/false_negative": 0.12359856384408624, "mask_rcnn/false_positive": 0.15855667726122785, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.5, "time": 0.7379845278337598, "total_loss": 1.7508199894436984} {"data_time": 0.011624281294643879, "eta_seconds": 162601.4980738815, "iteration": 48479, "loss_fcos_cls": 0.2849364484427497, "loss_fcos_ctr": 0.620366370305419, "loss_fcos_loc": 0.20555048738606274, "loss_mask": 0.2699587866663933, "loss_maskiou": 0.005670623802870978, "loss_sem_seg": 0.2930921409279108, "lr": 0.01, "mask_rcnn/accuracy": 0.8765807103214067, "mask_rcnn/false_negative": 0.10194906348702701, "mask_rcnn/false_positive": 0.1489426394839054, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.7281422978267074, "total_loss": 1.6652537614791072} {"data_time": 0.010630046017467976, "eta_seconds": 162525.42315565795, "iteration": 48499, "loss_fcos_cls": 0.3070089262910187, "loss_fcos_ctr": 0.6236205724999309, "loss_fcos_loc": 0.2224730234593153, "loss_mask": 0.2963008973747492, "loss_maskiou": 0.006843757859314792, "loss_sem_seg": 0.3508589337579906, "lr": 0.01, "mask_rcnn/accuracy": 0.8672825700047462, "mask_rcnn/false_negative": 0.13221193300548384, "mask_rcnn/false_positive": 0.11635644370679651, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.0, "time": 0.7320619728416204, "total_loss": 1.8372558546325308} {"data_time": 0.009937840513885021, "eta_seconds": 162481.02882177383, "iteration": 48519, "loss_fcos_cls": 0.29360411083325744, "loss_fcos_ctr": 0.6229134304448962, "loss_fcos_loc": 0.21251459361519665, "loss_mask": 0.28303557354956865, "loss_maskiou": 0.006684057007078081, "loss_sem_seg": 0.29714922653511167, "lr": 0.01, "mask_rcnn/accuracy": 0.8593376305197457, "mask_rcnn/false_negative": 0.10904881760814089, "mask_rcnn/false_positive": 0.15696859817134878, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.0, "time": 0.7210625559091568, "total_loss": 1.7679378437060222} {"data_time": 0.009989077225327492, "eta_seconds": 162374.78416683525, "iteration": 48539, "loss_fcos_cls": 0.27618941076798365, "loss_fcos_ctr": 0.6237331405282021, "loss_fcos_loc": 0.21075383946299553, "loss_mask": 0.29591452330350876, "loss_maskiou": 0.006937293561350089, "loss_sem_seg": 0.3368357189465314, "lr": 0.01, "mask_rcnn/accuracy": 0.8646912427043261, "mask_rcnn/false_negative": 0.12077557967249833, "mask_rcnn/false_positive": 0.1718673626931736, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.0, "time": 0.7171983644366264, "total_loss": 1.7935033033281798} {"data_time": 0.011040898971259594, "eta_seconds": 162360.12020485848, "iteration": 48559, "loss_fcos_cls": 0.2937916836235672, "loss_fcos_ctr": 0.6264468859881163, "loss_fcos_loc": 0.22260738466866314, "loss_mask": 0.2784961061552167, "loss_maskiou": 0.006623871457122732, "loss_sem_seg": 0.3030053963884711, "lr": 0.01, "mask_rcnn/accuracy": 0.8627511160714285, "mask_rcnn/false_negative": 0.10609543238160984, "mask_rcnn/false_positive": 0.17022337501443813, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.5, "time": 0.7171538881957531, "total_loss": 1.7174310969057842} {"data_time": 0.010588531382381916, "eta_seconds": 162329.65300419275, "iteration": 48579, "loss_fcos_cls": 0.27607103413902223, "loss_fcos_ctr": 0.6241103718057275, "loss_fcos_loc": 0.21684590238146484, "loss_mask": 0.2830905867740512, "loss_maskiou": 0.006428071159461979, "loss_sem_seg": 0.3143975406419486, "lr": 0.01, "mask_rcnn/accuracy": 0.8714915186853962, "mask_rcnn/false_negative": 0.0959674997868302, "mask_rcnn/false_positive": 0.1234157802659214, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 41.5, "time": 0.731805901043117, "total_loss": 1.7268230428599054} {"data_time": 0.010595479980111122, "eta_seconds": 162361.26162058953, "iteration": 48599, "loss_fcos_cls": 0.29311345727182925, "loss_fcos_ctr": 0.6208498361520469, "loss_fcos_loc": 0.22208361944649369, "loss_mask": 0.281329657882452, "loss_maskiou": 0.005932355714321602, "loss_sem_seg": 0.3546920740045607, "lr": 0.01, "mask_rcnn/accuracy": 0.8800469619666048, "mask_rcnn/false_negative": 0.10706613027954251, "mask_rcnn/false_positive": 0.15836379998608657, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.5, "time": 0.754745488986373, "total_loss": 1.8442211412184406} {"data_time": 0.009843108244240284, "eta_seconds": 162316.12831892818, "iteration": 48619, "loss_fcos_cls": 0.2875878910708707, "loss_fcos_ctr": 0.6220044195652008, "loss_fcos_loc": 0.21338593843393028, "loss_mask": 0.2729483162984252, "loss_maskiou": 0.0057823726601782255, "loss_sem_seg": 0.35655363323166966, "lr": 0.01, "mask_rcnn/accuracy": 0.8757011710019076, "mask_rcnn/false_negative": 0.08162671697833673, "mask_rcnn/false_positive": 0.18084412920181647, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.25, "time": 0.7359230276197195, "total_loss": 1.7822789492638549} {"data_time": 0.009928444400429726, "eta_seconds": 162264.38736984227, "iteration": 48639, "loss_fcos_cls": 0.2821936896070838, "loss_fcos_ctr": 0.6222442695870996, "loss_fcos_loc": 0.21174194337800145, "loss_mask": 0.2769798687659204, "loss_maskiou": 0.006953613818041049, "loss_sem_seg": 0.3451291830278933, "lr": 0.01, "mask_rcnn/accuracy": 0.8637740655889271, "mask_rcnn/false_negative": 0.10676008947898233, "mask_rcnn/false_positive": 0.16322024615455832, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.25, "time": 0.7268937015905976, "total_loss": 1.747557336668251} {"data_time": 0.008598445914685726, "eta_seconds": 162249.72675777692, "iteration": 48659, "loss_fcos_cls": 0.28660150337964296, "loss_fcos_ctr": 0.6232442650943995, "loss_fcos_loc": 0.20642925682477653, "loss_mask": 0.2778548486530781, "loss_maskiou": 0.006907903938554227, "loss_sem_seg": 0.32825994910672307, "lr": 0.01, "mask_rcnn/accuracy": 0.8922040248285549, "mask_rcnn/false_negative": 0.08342506724237556, "mask_rcnn/false_positive": 0.12204767976111577, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7380067240446806, "total_loss": 1.7494607247790555} {"data_time": 0.010602365247905254, "eta_seconds": 162152.7899656566, "iteration": 48679, "loss_fcos_cls": 0.2901993569685146, "loss_fcos_ctr": 0.6226889886893332, "loss_fcos_loc": 0.22522429353557527, "loss_mask": 0.28375013265758753, "loss_maskiou": 0.00624853654881008, "loss_sem_seg": 0.32408707309514284, "lr": 0.01, "mask_rcnn/accuracy": 0.8835859661468943, "mask_rcnn/false_negative": 0.09125516892547905, "mask_rcnn/false_positive": 0.1159287096389657, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7366671413183212, "total_loss": 1.7421598900691606} {"data_time": 0.010056417435407639, "eta_seconds": 162220.40553364623, "iteration": 48699, "loss_fcos_cls": 0.29080548556521535, "loss_fcos_ctr": 0.6236446229740977, "loss_fcos_loc": 0.21532811771612614, "loss_mask": 0.2958117853850126, "loss_maskiou": 0.007132007245672867, "loss_sem_seg": 0.32829580130055547, "lr": 0.01, "mask_rcnn/accuracy": 0.8616598666493624, "mask_rcnn/false_negative": 0.10197901902610562, "mask_rcnn/false_positive": 0.15900481095614744, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.759693474508822, "total_loss": 1.7621378235635348} {"data_time": 0.009785966016352177, "eta_seconds": 162184.2375841504, "iteration": 48719, "loss_fcos_cls": 0.2935044737532735, "loss_fcos_ctr": 0.6253522457554936, "loss_fcos_loc": 0.21775866230018437, "loss_mask": 0.2933234013617039, "loss_maskiou": 0.006560808447829913, "loss_sem_seg": 0.31642130156978965, "lr": 0.01, "mask_rcnn/accuracy": 0.8759303263988523, "mask_rcnn/false_negative": 0.10150709326661488, "mask_rcnn/false_positive": 0.1327191592533685, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.0, "time": 0.72314796410501, "total_loss": 1.7737610944604967} {"data_time": 0.010038094595074654, "eta_seconds": 162114.87515588012, "iteration": 48739, "loss_fcos_cls": 0.30134410271421075, "loss_fcos_ctr": 0.6242012227885425, "loss_fcos_loc": 0.20572970993816853, "loss_mask": 0.27724194480106235, "loss_maskiou": 0.005943967189523391, "loss_sem_seg": 0.3125769840553403, "lr": 0.01, "mask_rcnn/accuracy": 0.8778265343291274, "mask_rcnn/false_negative": 0.08022499607359104, "mask_rcnn/false_positive": 0.13674770118612192, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.7246432192623615, "total_loss": 1.732442515934963} {"data_time": 0.010250840336084366, "eta_seconds": 162125.11064207274, "iteration": 48759, "loss_fcos_cls": 0.3086247402243316, "loss_fcos_ctr": 0.6234610928222537, "loss_fcos_loc": 0.2142185065895319, "loss_mask": 0.2830558596178889, "loss_maskiou": 0.007190558259026147, "loss_sem_seg": 0.31514506693929434, "lr": 0.01, "mask_rcnn/accuracy": 0.8718355472819759, "mask_rcnn/false_negative": 0.09434863703876349, "mask_rcnn/false_positive": 0.153009129284907, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 37.25, "time": 0.7390155643224716, "total_loss": 1.7674684812154737} {"data_time": 0.01036209799349308, "eta_seconds": 162064.82644697186, "iteration": 48779, "loss_fcos_cls": 0.29541141516529024, "loss_fcos_ctr": 0.6208648672327399, "loss_fcos_loc": 0.21127700002398342, "loss_mask": 0.2812225455418229, "loss_maskiou": 0.006202836812008172, "loss_sem_seg": 0.3230459918268025, "lr": 0.01, "mask_rcnn/accuracy": 0.8841487946529963, "mask_rcnn/false_negative": 0.10260262384485294, "mask_rcnn/false_positive": 0.13209831395688934, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7140494352206588, "total_loss": 1.7670048725485685} {"data_time": 0.009965022094547749, "eta_seconds": 161972.2649016697, "iteration": 48799, "loss_fcos_cls": 0.2921817456372082, "loss_fcos_ctr": 0.6237247665412724, "loss_fcos_loc": 0.21899287769338116, "loss_mask": 0.2931182011961937, "loss_maskiou": 0.007033989910269156, "loss_sem_seg": 0.32899279287084937, "lr": 0.01, "mask_rcnn/accuracy": 0.8636538983664419, "mask_rcnn/false_negative": 0.09609783188411916, "mask_rcnn/false_positive": 0.1704194391634981, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.75, "time": 0.7162204151973128, "total_loss": 1.7489028404452256} {"data_time": 0.00979177001863718, "eta_seconds": 162030.44157390296, "iteration": 48819, "loss_fcos_cls": 0.29133993154391646, "loss_fcos_ctr": 0.6230968618765473, "loss_fcos_loc": 0.21076141647063196, "loss_mask": 0.2910453677177429, "loss_maskiou": 0.007052155586279696, "loss_sem_seg": 0.30430750735104084, "lr": 0.01, "mask_rcnn/accuracy": 0.8739710140480468, "mask_rcnn/false_negative": 0.10203306116101091, "mask_rcnn/false_positive": 0.16111436253219485, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.75, "time": 0.7468104343861341, "total_loss": 1.7156543274468277} {"data_time": 0.008590929210186005, "eta_seconds": 161982.4084714232, "iteration": 48839, "loss_fcos_cls": 0.2852988357190043, "loss_fcos_ctr": 0.6228585969656706, "loss_fcos_loc": 0.21813559567090124, "loss_mask": 0.2866619639098644, "loss_maskiou": 0.005948774953139946, "loss_sem_seg": 0.34016772313043475, "lr": 0.01, "mask_rcnn/accuracy": 0.8652766504329005, "mask_rcnn/false_negative": 0.09495842913243417, "mask_rcnn/false_positive": 0.13435232748886952, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.75, "time": 0.7197769107297063, "total_loss": 1.7560625209735008} {"data_time": 0.009815264493227005, "eta_seconds": 162020.91137214843, "iteration": 48859, "loss_fcos_cls": 0.2917696062941104, "loss_fcos_ctr": 0.621680015232414, "loss_fcos_loc": 0.2115966563578695, "loss_mask": 0.2887847302481532, "loss_maskiou": 0.006442376485210843, "loss_sem_seg": 0.32009509135968983, "lr": 0.01, "mask_rcnn/accuracy": 0.8768960100273876, "mask_rcnn/false_negative": 0.12634552254607562, "mask_rcnn/false_positive": 0.13134227122051556, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.7440542038530111, "total_loss": 1.749928467987047} {"data_time": 0.010033038444817066, "eta_seconds": 162102.98791408818, "iteration": 48879, "loss_fcos_cls": 0.2931235102005303, "loss_fcos_ctr": 0.622373123653233, "loss_fcos_loc": 0.21028512541670352, "loss_mask": 0.27536719013005495, "loss_maskiou": 0.006488420665846206, "loss_sem_seg": 0.3201384232379496, "lr": 0.01, "mask_rcnn/accuracy": 0.8774048895240278, "mask_rcnn/false_negative": 0.08263433688724155, "mask_rcnn/false_positive": 0.15581967703622865, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7402569921687245, "total_loss": 1.7468386827385984} {"data_time": 0.010048449039459229, "eta_seconds": 162207.41606317926, "iteration": 48899, "loss_fcos_cls": 0.28984958585351706, "loss_fcos_ctr": 0.62706990679726, "loss_fcos_loc": 0.22673088079318404, "loss_mask": 0.2825842504389584, "loss_maskiou": 0.00626286726037506, "loss_sem_seg": 0.35226133884862065, "lr": 0.01, "mask_rcnn/accuracy": 0.8862100059804141, "mask_rcnn/false_negative": 0.09583118313171826, "mask_rcnn/false_positive": 0.14461382543374773, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7408884316682816, "total_loss": 1.8039954167543328} {"data_time": 0.01013990305364132, "eta_seconds": 162192.74336463306, "iteration": 48919, "loss_fcos_cls": 0.29266376816667616, "loss_fcos_ctr": 0.6246269792318344, "loss_fcos_loc": 0.22108858125284314, "loss_mask": 0.30788919143378735, "loss_maskiou": 0.007643700198968872, "loss_sem_seg": 0.3769409777596593, "lr": 0.01, "mask_rcnn/accuracy": 0.8738146386374098, "mask_rcnn/false_negative": 0.1065666398684724, "mask_rcnn/false_positive": 0.16564548211449787, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.75, "time": 0.7172054657712579, "total_loss": 1.8312096612589812} {"data_time": 0.010166891850531101, "eta_seconds": 162194.0017966982, "iteration": 48939, "loss_fcos_cls": 0.3220265354029834, "loss_fcos_ctr": 0.6268304428085685, "loss_fcos_loc": 0.2250115407514386, "loss_mask": 0.28605010733008385, "loss_maskiou": 0.006502440184704028, "loss_sem_seg": 0.3905736468732357, "lr": 0.01, "mask_rcnn/accuracy": 0.8802503559563359, "mask_rcnn/false_negative": 0.09899988312406578, "mask_rcnn/false_positive": 0.12478403013806674, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7366635156795382, "total_loss": 1.8629415970935952} {"data_time": 0.010317566804587841, "eta_seconds": 162198.39713003393, "iteration": 48959, "loss_fcos_cls": 0.3005824990104884, "loss_fcos_ctr": 0.6203646855428815, "loss_fcos_loc": 0.21179220383055508, "loss_mask": 0.28281798120588064, "loss_maskiou": 0.006436899144318886, "loss_sem_seg": 0.3490266911685467, "lr": 0.01, "mask_rcnn/accuracy": 0.8590446553333646, "mask_rcnn/false_negative": 0.10659659169359031, "mask_rcnn/false_positive": 0.2013485300265059, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7376774065196514, "total_loss": 1.7743087909184396} {"data_time": 0.009846637025475502, "eta_seconds": 162196.9976521628, "iteration": 48979, "loss_fcos_cls": 0.2998988120816648, "loss_fcos_ctr": 0.6237446619197726, "loss_fcos_loc": 0.21520797873381525, "loss_mask": 0.3147374903783202, "loss_maskiou": 0.007517551057389937, "loss_sem_seg": 0.30702579487115145, "lr": 0.01, "mask_rcnn/accuracy": 0.8846098926583621, "mask_rcnn/false_negative": 0.09999227166672087, "mask_rcnn/false_positive": 0.12914337922442515, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7421124149113894, "total_loss": 1.7869548943126574} {"data_time": 0.009938767179846764, "eta_seconds": 162169.04539942648, "iteration": 48999, "loss_fcos_cls": 0.30224215192720294, "loss_fcos_ctr": 0.6253241077065468, "loss_fcos_loc": 0.22575223946478218, "loss_mask": 0.2956016417592764, "loss_maskiou": 0.007155328479711898, "loss_sem_seg": 0.3284834112273529, "lr": 0.01, "mask_rcnn/accuracy": 0.8812676236574589, "mask_rcnn/false_negative": 0.11195870541536801, "mask_rcnn/false_positive": 0.13607180979111866, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.7343359310179949, "total_loss": 1.7691203789581778} {"data_time": 0.009900148026645184, "eta_seconds": 162177.91090420075, "iteration": 49019, "loss_fcos_cls": 0.2861695308238268, "loss_fcos_ctr": 0.6239073015749454, "loss_fcos_loc": 0.2160670505836606, "loss_mask": 0.27429591957479715, "loss_maskiou": 0.006843515657237731, "loss_sem_seg": 0.3440418392419815, "lr": 0.01, "mask_rcnn/accuracy": 0.8887687887655062, "mask_rcnn/false_negative": 0.10453204910601846, "mask_rcnn/false_positive": 0.13144164475000944, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7442445838823915, "total_loss": 1.7420406499877572} {"data_time": 0.010810361243784428, "eta_seconds": 162188.58141795266, "iteration": 49039, "loss_fcos_cls": 0.2869669150095433, "loss_fcos_ctr": 0.6267407983541489, "loss_fcos_loc": 0.22350911749526858, "loss_mask": 0.2886193566955626, "loss_maskiou": 0.00690861523617059, "loss_sem_seg": 0.33851778926327825, "lr": 0.01, "mask_rcnn/accuracy": 0.8814454601284958, "mask_rcnn/false_negative": 0.10370889706506767, "mask_rcnn/false_positive": 0.13237786813597113, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7431929130107164, "total_loss": 1.7650515304121654} {"data_time": 0.009060381911695004, "eta_seconds": 162148.55491234548, "iteration": 49059, "loss_fcos_cls": 0.2731818752363324, "loss_fcos_ctr": 0.6232198029756546, "loss_fcos_loc": 0.213286365265958, "loss_mask": 0.289241436868906, "loss_maskiou": 0.007169186472310685, "loss_sem_seg": 0.326223099604249, "lr": 0.01, "mask_rcnn/accuracy": 0.8641185167248717, "mask_rcnn/false_negative": 0.11062301004397115, "mask_rcnn/false_positive": 0.1547847342687771, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.25, "time": 0.7095577726140618, "total_loss": 1.7207090176925703} {"data_time": 0.009675453417003155, "eta_seconds": 162145.74100454245, "iteration": 49079, "loss_fcos_cls": 0.2940286046359688, "loss_fcos_ctr": 0.6225696080364287, "loss_fcos_loc": 0.2011559121310711, "loss_mask": 0.2775131557136774, "loss_maskiou": 0.0066800201166188344, "loss_sem_seg": 0.3724079909734428, "lr": 0.01, "mask_rcnn/accuracy": 0.8818139097744361, "mask_rcnn/false_negative": 0.08124381660270309, "mask_rcnn/false_positive": 0.14290417461669092, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7463326305150986, "total_loss": 1.7749050248821732} {"data_time": 0.010040049441158772, "eta_seconds": 162131.06193455774, "iteration": 49099, "loss_fcos_cls": 0.2862350456416607, "loss_fcos_ctr": 0.6252070488408208, "loss_fcos_loc": 0.20908083929680288, "loss_mask": 0.276567243039608, "loss_maskiou": 0.006460578952101059, "loss_sem_seg": 0.316791910212487, "lr": 0.01, "mask_rcnn/accuracy": 0.8696971341728181, "mask_rcnn/false_negative": 0.09024818888529877, "mask_rcnn/false_positive": 0.1637311502791174, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.0, "time": 0.7380803963169456, "total_loss": 1.7321618407440837} {"data_time": 0.009406186640262604, "eta_seconds": 162104.5209245626, "iteration": 49119, "loss_fcos_cls": 0.28124476852826774, "loss_fcos_ctr": 0.6256110705435276, "loss_fcos_loc": 0.22469882550649345, "loss_mask": 0.2956433752551675, "loss_maskiou": 0.0065410849783802405, "loss_sem_seg": 0.32616643188521266, "lr": 0.01, "mask_rcnn/accuracy": 0.8767607586512867, "mask_rcnn/false_negative": 0.1001681236014921, "mask_rcnn/false_positive": 0.14352355951408233, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.25, "time": 0.7266971003264189, "total_loss": 1.7961823891455424} {"data_time": 0.01017888356000185, "eta_seconds": 162115.17996637616, "iteration": 49139, "loss_fcos_cls": 0.295336150797084, "loss_fcos_ctr": 0.6199368787929416, "loss_fcos_loc": 0.21014530747197568, "loss_mask": 0.2771467184647918, "loss_maskiou": 0.006510097402497195, "loss_sem_seg": 0.30926301842555404, "lr": 0.01, "mask_rcnn/accuracy": 0.8882751353229463, "mask_rcnn/false_negative": 0.07890321850605167, "mask_rcnn/false_positive": 0.14269321075558117, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7454481702297926, "total_loss": 1.7318147041078191} {"data_time": 0.010567540302872658, "eta_seconds": 162116.0690079853, "iteration": 49159, "loss_fcos_cls": 0.2957027140073478, "loss_fcos_ctr": 0.621638972312212, "loss_fcos_loc": 0.21321044280193746, "loss_mask": 0.2825633715838194, "loss_maskiou": 0.006179862859426066, "loss_sem_seg": 0.33959313621744514, "lr": 0.01, "mask_rcnn/accuracy": 0.8770957649662057, "mask_rcnn/false_negative": 0.09270924389201285, "mask_rcnn/false_positive": 0.1611013274648901, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7288691624999046, "total_loss": 1.7451471680469695} {"data_time": 0.009817441925406456, "eta_seconds": 162118.48222228512, "iteration": 49179, "loss_fcos_cls": 0.2775996890850365, "loss_fcos_ctr": 0.6212297510355711, "loss_fcos_loc": 0.2104942686855793, "loss_mask": 0.2778309406712651, "loss_maskiou": 0.006028845229593571, "loss_sem_seg": 0.39578741253353655, "lr": 0.01, "mask_rcnn/accuracy": 0.8905923530126336, "mask_rcnn/false_negative": 0.09590503153626077, "mask_rcnn/false_positive": 0.12724518018456804, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.75, "time": 0.7386460015550256, "total_loss": 1.7623764733652934} {"data_time": 0.010398401878774166, "eta_seconds": 162115.74833152536, "iteration": 49199, "loss_fcos_cls": 0.2959259676281363, "loss_fcos_ctr": 0.6236944599077106, "loss_fcos_loc": 0.22141082037705928, "loss_mask": 0.28113081119954586, "loss_maskiou": 0.0064562487314105965, "loss_sem_seg": 0.334029883146286, "lr": 0.01, "mask_rcnn/accuracy": 0.8744236330895995, "mask_rcnn/false_negative": 0.09286178145413504, "mask_rcnn/false_positive": 0.18440855733919115, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7670647315680981, "total_loss": 1.7711367810843512} {"data_time": 0.010219643823802471, "eta_seconds": 162267.25645455904, "iteration": 49219, "loss_fcos_cls": 0.27154951076954603, "loss_fcos_ctr": 0.621695957146585, "loss_fcos_loc": 0.2088956527877599, "loss_mask": 0.28294954635202885, "loss_maskiou": 0.006988413981162012, "loss_sem_seg": 0.3320525484159589, "lr": 0.01, "mask_rcnn/accuracy": 0.8809787426243707, "mask_rcnn/false_negative": 0.09065036673223575, "mask_rcnn/false_positive": 0.12965991145469857, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.0, "time": 0.7383353598415852, "total_loss": 1.7321925339929294} {"data_time": 0.01163916289806366, "eta_seconds": 162252.55706861056, "iteration": 49239, "loss_fcos_cls": 0.29358378471806645, "loss_fcos_ctr": 0.6236335432622582, "loss_fcos_loc": 0.2165897509548813, "loss_mask": 0.28035885700955987, "loss_maskiou": 0.005991140991682187, "loss_sem_seg": 0.3525479855015874, "lr": 0.01, "mask_rcnn/accuracy": 0.8854394389334681, "mask_rcnn/false_negative": 0.09524112302243415, "mask_rcnn/false_positive": 0.13947097667891, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7290656128898263, "total_loss": 1.7748545674985508} {"data_time": 0.01148718036711216, "eta_seconds": 162256.05654187314, "iteration": 49259, "loss_fcos_cls": 0.2789403898641467, "loss_fcos_ctr": 0.6207365607842803, "loss_fcos_loc": 0.20744737470522523, "loss_mask": 0.2691232580691576, "loss_maskiou": 0.007088161146384664, "loss_sem_seg": 0.3419576119631529, "lr": 0.01, "mask_rcnn/accuracy": 0.8778902773515421, "mask_rcnn/false_negative": 0.1141423228092979, "mask_rcnn/false_positive": 0.12782132004540292, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.7409125529229641, "total_loss": 1.7627099872916006} {"data_time": 0.010099051520228386, "eta_seconds": 162248.81454609707, "iteration": 49279, "loss_fcos_cls": 0.287909495877102, "loss_fcos_ctr": 0.623778436332941, "loss_fcos_loc": 0.21772642573341727, "loss_mask": 0.2868952639400959, "loss_maskiou": 0.00580381546751596, "loss_sem_seg": 0.3271402381360531, "lr": 0.01, "mask_rcnn/accuracy": 0.8755307371844763, "mask_rcnn/false_negative": 0.09896213676634347, "mask_rcnn/false_positive": 0.1479669362487119, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.75, "time": 0.7478336775675416, "total_loss": 1.7784249799879035} {"data_time": 0.009268120862543583, "eta_seconds": 162264.45911994483, "iteration": 49299, "loss_fcos_cls": 0.30186131969094276, "loss_fcos_ctr": 0.6235464215278625, "loss_fcos_loc": 0.22423385607544333, "loss_mask": 0.2867467040196061, "loss_maskiou": 0.007029067652183585, "loss_sem_seg": 0.3504125224426389, "lr": 0.01, "mask_rcnn/accuracy": 0.8823443534040123, "mask_rcnn/false_negative": 0.08711383409275278, "mask_rcnn/false_positive": 0.16876387006074206, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7313040485605597, "total_loss": 1.7963094969163649} {"data_time": 0.01015884056687355, "eta_seconds": 162283.41742574424, "iteration": 49319, "loss_fcos_cls": 0.29545480920933187, "loss_fcos_ctr": 0.6236608996987343, "loss_fcos_loc": 0.2132185073569417, "loss_mask": 0.283998710103333, "loss_maskiou": 0.006296484818449244, "loss_sem_seg": 0.30921631399542093, "lr": 0.01, "mask_rcnn/accuracy": 0.8731049562682216, "mask_rcnn/false_negative": 0.09857335013515109, "mask_rcnn/false_positive": 0.1540498510854043, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.25, "time": 0.7301583401858807, "total_loss": 1.7694508232034423} {"data_time": 0.010715647600591183, "eta_seconds": 162204.7094139494, "iteration": 49339, "loss_fcos_cls": 0.2835854319855571, "loss_fcos_ctr": 0.6220363145694137, "loss_fcos_loc": 0.20963902096264064, "loss_mask": 0.27439558412879705, "loss_maskiou": 0.0062239046455943026, "loss_sem_seg": 0.33216729620471597, "lr": 0.01, "mask_rcnn/accuracy": 0.8876524858063526, "mask_rcnn/false_negative": 0.08027255654908844, "mask_rcnn/false_positive": 0.1349565603488344, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 24.75, "time": 0.740079490467906, "total_loss": 1.748659402190242} {"data_time": 0.009481889195740223, "eta_seconds": 162164.3607529197, "iteration": 49359, "loss_fcos_cls": 0.3047409951686859, "loss_fcos_ctr": 0.6245977226644754, "loss_fcos_loc": 0.20954548649024218, "loss_mask": 0.2751381592825055, "loss_maskiou": 0.006454808317357674, "loss_sem_seg": 0.34919561445713043, "lr": 0.01, "mask_rcnn/accuracy": 0.8762600544044148, "mask_rcnn/false_negative": 0.10216246694371942, "mask_rcnn/false_positive": 0.1393250755471248, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7290028650313616, "total_loss": 1.776565018502879} {"data_time": 0.01016359031200409, "eta_seconds": 162175.30599251762, "iteration": 49379, "loss_fcos_cls": 0.2998627033084631, "loss_fcos_ctr": 0.6228950568474829, "loss_fcos_loc": 0.2151150747667998, "loss_mask": 0.2825297340750694, "loss_maskiou": 0.006469749336247332, "loss_sem_seg": 0.348158415639773, "lr": 0.01, "mask_rcnn/accuracy": 0.8634369592135099, "mask_rcnn/false_negative": 0.10353262607441219, "mask_rcnn/false_positive": 0.17004181652060385, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.75, "time": 0.7498805625364184, "total_loss": 1.7495061449881177} {"data_time": 0.010208912193775177, "eta_seconds": 162038.6464914987, "iteration": 49399, "loss_fcos_cls": 0.2974389798473567, "loss_fcos_ctr": 0.6235574381425977, "loss_fcos_loc": 0.21130136121064425, "loss_mask": 0.27474349923431873, "loss_maskiou": 0.0067733999458141625, "loss_sem_seg": 0.3682392882183194, "lr": 0.01, "mask_rcnn/accuracy": 0.8772081413210445, "mask_rcnn/false_negative": 0.08294108210862482, "mask_rcnn/false_positive": 0.15071940553131458, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.0, "time": 0.7184212058782578, "total_loss": 1.7911566135662724} {"data_time": 0.009929249063134193, "eta_seconds": 162120.26259507425, "iteration": 49419, "loss_fcos_cls": 0.2689388017170131, "loss_fcos_ctr": 0.6220818208530545, "loss_fcos_loc": 0.2007914701825939, "loss_mask": 0.27720659133046865, "loss_maskiou": 0.005911680986173451, "loss_sem_seg": 0.2839158596470952, "lr": 0.01, "mask_rcnn/accuracy": 0.8903380291961931, "mask_rcnn/false_negative": 0.10087306105311142, "mask_rcnn/false_positive": 0.115316542559314, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.0, "time": 0.7490790411829948, "total_loss": 1.6549256404832704} {"data_time": 0.010536441579461098, "eta_seconds": 162060.27324340492, "iteration": 49439, "loss_fcos_cls": 0.2972130603156984, "loss_fcos_ctr": 0.6261189533397555, "loss_fcos_loc": 0.21977940868237056, "loss_mask": 0.2875503534451127, "loss_maskiou": 0.006646276833635056, "loss_sem_seg": 0.3486574883572757, "lr": 0.01, "mask_rcnn/accuracy": 0.8609509113335644, "mask_rcnn/false_negative": 0.08937207281666884, "mask_rcnn/false_positive": 0.1902000596716269, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.0, "time": 0.7337703611701727, "total_loss": 1.7934083979489515} {"data_time": 0.009426567703485489, "eta_seconds": 161921.98451170325, "iteration": 49459, "loss_fcos_cls": 0.2836631762329489, "loss_fcos_ctr": 0.6217929376289248, "loss_fcos_loc": 0.20577040850184858, "loss_mask": 0.27485007140785456, "loss_maskiou": 0.005991269339574501, "loss_sem_seg": 0.2898851605132222, "lr": 0.01, "mask_rcnn/accuracy": 0.8693546863189721, "mask_rcnn/false_negative": 0.09957766400609949, "mask_rcnn/false_positive": 0.15391097307129392, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.25, "time": 0.7281609196215868, "total_loss": 1.6681572786837933} {"data_time": 0.009492358192801476, "eta_seconds": 161907.30044075847, "iteration": 49479, "loss_fcos_cls": 0.2979343035258353, "loss_fcos_ctr": 0.6242550620809197, "loss_fcos_loc": 0.22029148269211873, "loss_mask": 0.27954649087041616, "loss_maskiou": 0.006533486273838207, "loss_sem_seg": 0.31845698691904545, "lr": 0.01, "mask_rcnn/accuracy": 0.8837209840721076, "mask_rcnn/false_negative": 0.08735919425795491, "mask_rcnn/false_positive": 0.14334057264837097, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7286487659439445, "total_loss": 1.7613677832559915} {"data_time": 0.0099092498421669, "eta_seconds": 161965.19322225172, "iteration": 49499, "loss_fcos_cls": 0.2851668717339635, "loss_fcos_ctr": 0.6239125235006213, "loss_fcos_loc": 0.22247459506615996, "loss_mask": 0.28948093578219414, "loss_maskiou": 0.006337144543067552, "loss_sem_seg": 0.30934925004839897, "lr": 0.01, "mask_rcnn/accuracy": 0.869174484309853, "mask_rcnn/false_negative": 0.11011451252882196, "mask_rcnn/false_positive": 0.14196035897585485, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.0, "time": 0.7423801552504301, "total_loss": 1.7501003348443191} {"data_time": 0.00942481029778719, "eta_seconds": 162046.76566533186, "iteration": 49519, "loss_fcos_cls": 0.30192726617679, "loss_fcos_ctr": 0.626068796031177, "loss_fcos_loc": 0.22003629792016, "loss_mask": 0.27900868467986584, "loss_maskiou": 0.0067159153913962655, "loss_sem_seg": 0.29524222761392593, "lr": 0.01, "mask_rcnn/accuracy": 0.8831115128768969, "mask_rcnn/false_negative": 0.08728016494989745, "mask_rcnn/false_positive": 0.1275411643080852, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.0, "time": 0.724898305721581, "total_loss": 1.722761513054138} {"data_time": 0.010196193121373653, "eta_seconds": 162141.38784445636, "iteration": 49539, "loss_fcos_cls": 0.2746343780308962, "loss_fcos_ctr": 0.6231272234581411, "loss_fcos_loc": 0.20392282423563302, "loss_mask": 0.2787103336304426, "loss_maskiou": 0.006350500902044587, "loss_sem_seg": 0.32573573337867856, "lr": 0.01, "mask_rcnn/accuracy": 0.8697931264447928, "mask_rcnn/false_negative": 0.1117917721535367, "mask_rcnn/false_positive": 0.1502444624328988, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7473305156454444, "total_loss": 1.7396420558798127} {"data_time": 0.01051774900406599, "eta_seconds": 162130.9619552102, "iteration": 49559, "loss_fcos_cls": 0.2968784277327359, "loss_fcos_ctr": 0.6234194152057171, "loss_fcos_loc": 0.2125459797680378, "loss_mask": 0.2803899794816971, "loss_maskiou": 0.00676687883969862, "loss_sem_seg": 0.3362103304825723, "lr": 0.01, "mask_rcnn/accuracy": 0.8907702739944592, "mask_rcnn/false_negative": 0.10512772549064436, "mask_rcnn/false_positive": 0.12962041866668975, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7336310129612684, "total_loss": 1.7903609180502826} {"data_time": 0.009871862828731537, "eta_seconds": 162362.50919788983, "iteration": 49579, "loss_fcos_cls": 0.29076511040329933, "loss_fcos_ctr": 0.625112789683044, "loss_fcos_loc": 0.21883303427603096, "loss_mask": 0.2759836781769991, "loss_maskiou": 0.006198973263963126, "loss_sem_seg": 0.35749052884057164, "lr": 0.01, "mask_rcnn/accuracy": 0.8764995863210149, "mask_rcnn/false_negative": 0.10769589908222509, "mask_rcnn/false_positive": 0.1505227360538598, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7499926937744021, "total_loss": 1.7965365049167303} {"data_time": 0.010124381631612778, "eta_seconds": 162288.63391172793, "iteration": 49599, "loss_fcos_cls": 0.29566144896671176, "loss_fcos_ctr": 0.6231530141085386, "loss_fcos_loc": 0.21009368123486638, "loss_mask": 0.27619173424318433, "loss_maskiou": 0.005604731115454342, "loss_sem_seg": 0.391550587490201, "lr": 0.01, "mask_rcnn/accuracy": 0.884304051290846, "mask_rcnn/false_negative": 0.08805421542743744, "mask_rcnn/false_positive": 0.12654537696553372, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.25, "time": 0.7297137947753072, "total_loss": 1.7987696625787066} {"data_time": 0.00938347540795803, "eta_seconds": 162199.36319905613, "iteration": 49619, "loss_fcos_cls": 0.2975525080692023, "loss_fcos_ctr": 0.6221905695274472, "loss_fcos_loc": 0.2134238611906767, "loss_mask": 0.28292902186512947, "loss_maskiou": 0.006118488709034864, "loss_sem_seg": 0.29588283505290747, "lr": 0.01, "mask_rcnn/accuracy": 0.8859744493035309, "mask_rcnn/false_negative": 0.09451035241194346, "mask_rcnn/false_positive": 0.13109581972659287, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.71913050301373, "total_loss": 1.7309907497110544} {"data_time": 0.00951316673308611, "eta_seconds": 162184.64329459984, "iteration": 49639, "loss_fcos_cls": 0.289595537353307, "loss_fcos_ctr": 0.6211041128262877, "loss_fcos_loc": 0.20675690297503024, "loss_mask": 0.27868960332125425, "loss_maskiou": 0.00543232814015937, "loss_sem_seg": 0.29478644859045744, "lr": 0.01, "mask_rcnn/accuracy": 0.8538947734891058, "mask_rcnn/false_negative": 0.10055066655587641, "mask_rcnn/false_positive": 0.20551418332319907, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7252340195700526, "total_loss": 1.7254792023231857} {"data_time": 0.01047727931290865, "eta_seconds": 162047.92670349777, "iteration": 49659, "loss_fcos_cls": 0.29136942978948355, "loss_fcos_ctr": 0.6236507445573807, "loss_fcos_loc": 0.20945657091215253, "loss_mask": 0.2778621334582567, "loss_maskiou": 0.006835839958512224, "loss_sem_seg": 0.3178178700618446, "lr": 0.01, "mask_rcnn/accuracy": 0.8829004382612962, "mask_rcnn/false_negative": 0.08451090168739868, "mask_rcnn/false_positive": 0.15454274125893502, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.7277560932561755, "total_loss": 1.7397432956204284} {"data_time": 0.009788618423044682, "eta_seconds": 162033.21787248552, "iteration": 49679, "loss_fcos_cls": 0.2960795648396015, "loss_fcos_ctr": 0.6212000008672476, "loss_fcos_loc": 0.20953180082142353, "loss_mask": 0.27808048017323017, "loss_maskiou": 0.006141558449598961, "loss_sem_seg": 0.3449002765119076, "lr": 0.01, "mask_rcnn/accuracy": 0.884810410148041, "mask_rcnn/false_negative": 0.09532518339799922, "mask_rcnn/false_positive": 0.17128648285760503, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.7396793318912387, "total_loss": 1.7876574718247866} {"data_time": 0.01029394194483757, "eta_seconds": 161884.62061498594, "iteration": 49699, "loss_fcos_cls": 0.28933406504802406, "loss_fcos_ctr": 0.6227388139814138, "loss_fcos_loc": 0.20894473826047033, "loss_mask": 0.2960245693102479, "loss_maskiou": 0.007321920020331163, "loss_sem_seg": 0.3598595894873142, "lr": 0.01, "mask_rcnn/accuracy": 0.8739035596064868, "mask_rcnn/false_negative": 0.07154220596939598, "mask_rcnn/false_positive": 0.14703959209355844, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.0, "time": 0.7315749721601605, "total_loss": 1.7884342316683615} {"data_time": 0.010285485535860062, "eta_seconds": 161869.9239390185, "iteration": 49719, "loss_fcos_cls": 0.2756115023512393, "loss_fcos_ctr": 0.623520196415484, "loss_fcos_loc": 0.21022930671460927, "loss_mask": 0.2852654894813895, "loss_maskiou": 0.006628230505157262, "loss_sem_seg": 0.3119493522681296, "lr": 0.01, "mask_rcnn/accuracy": 0.8930227935329976, "mask_rcnn/false_negative": 0.09426353462646604, "mask_rcnn/false_positive": 0.12523052807970309, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.25, "time": 0.7285297764465213, "total_loss": 1.7219557658245321} {"data_time": 0.010888353921473026, "eta_seconds": 161930.74633479863, "iteration": 49739, "loss_fcos_cls": 0.3042379440739751, "loss_fcos_ctr": 0.6256267693825066, "loss_fcos_loc": 0.22070171078667045, "loss_mask": 0.2846101550385356, "loss_maskiou": 0.006742862809915096, "loss_sem_seg": 0.35522323683835566, "lr": 0.01, "mask_rcnn/accuracy": 0.8897632936071193, "mask_rcnn/false_negative": 0.10290064072175073, "mask_rcnn/false_positive": 0.11951141243882485, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.7359185917302966, "total_loss": 1.7837359587429091} {"data_time": 0.010476929135620594, "eta_seconds": 162026.1811646875, "iteration": 49759, "loss_fcos_cls": 0.2879153126850724, "loss_fcos_ctr": 0.6244876105338335, "loss_fcos_loc": 0.21508175088092685, "loss_mask": 0.2834455268457532, "loss_maskiou": 0.006443634047172964, "loss_sem_seg": 0.3295597981195897, "lr": 0.01, "mask_rcnn/accuracy": 0.8687131572553833, "mask_rcnn/false_negative": 0.10357397753245869, "mask_rcnn/false_positive": 0.16568010978050382, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.25, "time": 0.7519030626863241, "total_loss": 1.7534160765935667} {"data_time": 0.010441058315336704, "eta_seconds": 162047.27137626708, "iteration": 49779, "loss_fcos_cls": 0.2874233208131045, "loss_fcos_ctr": 0.6231469931080937, "loss_fcos_loc": 0.21520119067281485, "loss_mask": 0.2861556992866099, "loss_maskiou": 0.00692646401876118, "loss_sem_seg": 0.34963643830269575, "lr": 0.01, "mask_rcnn/accuracy": 0.8850131793293814, "mask_rcnn/false_negative": 0.10619500194770076, "mask_rcnn/false_positive": 0.1374383621491131, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.25, "time": 0.7316242009401321, "total_loss": 1.7805512852501124} {"data_time": 0.00969746895134449, "eta_seconds": 162141.36721701082, "iteration": 49799, "loss_fcos_cls": 0.3087580562569201, "loss_fcos_ctr": 0.6227682502940297, "loss_fcos_loc": 0.20938248769380152, "loss_mask": 0.28139620646834373, "loss_maskiou": 0.006771583139197901, "loss_sem_seg": 0.35141355311498046, "lr": 0.01, "mask_rcnn/accuracy": 0.8762648703337479, "mask_rcnn/false_negative": 0.11332973434471497, "mask_rcnn/false_positive": 0.14083228741302228, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7366986162960529, "total_loss": 1.782388869803981} {"data_time": 0.009364122524857521, "eta_seconds": 162045.0362850288, "iteration": 49819, "loss_fcos_cls": 0.29240114288404584, "loss_fcos_ctr": 0.6247012438252568, "loss_fcos_loc": 0.21715463243890554, "loss_mask": 0.28069006837904453, "loss_maskiou": 0.006482519820565358, "loss_sem_seg": 0.32336150319315493, "lr": 0.01, "mask_rcnn/accuracy": 0.8768651425392928, "mask_rcnn/false_negative": 0.08214148824620762, "mask_rcnn/false_positive": 0.143976962697549, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7323721870779991, "total_loss": 1.7599176787844044} {"data_time": 0.010480779223144054, "eta_seconds": 162054.89630703628, "iteration": 49839, "loss_fcos_cls": 0.2959266894031316, "loss_fcos_ctr": 0.6255986299365759, "loss_fcos_loc": 0.22062395990360528, "loss_mask": 0.27971970569342375, "loss_maskiou": 0.00662427371571539, "loss_sem_seg": 0.3053946462459862, "lr": 0.01, "mask_rcnn/accuracy": 0.8677191510469435, "mask_rcnn/false_negative": 0.09335160328154563, "mask_rcnn/false_positive": 0.15343697388813432, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.25, "time": 0.7345027616247535, "total_loss": 1.7482568070554407} {"data_time": 0.009499799460172653, "eta_seconds": 162006.71292537544, "iteration": 49859, "loss_fcos_cls": 0.29832233232446015, "loss_fcos_ctr": 0.6184168765321374, "loss_fcos_loc": 0.2001515906304121, "loss_mask": 0.2874014563858509, "loss_maskiou": 0.007779873150866479, "loss_sem_seg": 0.35342717124149203, "lr": 0.01, "mask_rcnn/accuracy": 0.8854866847532663, "mask_rcnn/false_negative": 0.10100758421303546, "mask_rcnn/false_positive": 0.1251953643010578, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.25, "time": 0.7341916291043162, "total_loss": 1.7652932252603932} {"data_time": 0.009326628409326077, "eta_seconds": 162082.46053912397, "iteration": 49879, "loss_fcos_cls": 0.2927808777894825, "loss_fcos_ctr": 0.6221561031416059, "loss_fcos_loc": 0.21710348688066006, "loss_mask": 0.28077037585899234, "loss_maskiou": 0.006793905617087148, "loss_sem_seg": 0.3378220696467906, "lr": 0.01, "mask_rcnn/accuracy": 0.884157806479235, "mask_rcnn/false_negative": 0.1026190001920752, "mask_rcnn/false_positive": 0.1573899214287388, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.5, "time": 0.7488589966669679, "total_loss": 1.7406147481306107} {"data_time": 0.009075501002371311, "eta_seconds": 162067.73386965226, "iteration": 49899, "loss_fcos_cls": 0.294752633664757, "loss_fcos_ctr": 0.6205082801170647, "loss_fcos_loc": 0.20942379371263087, "loss_mask": 0.2868619952350855, "loss_maskiou": 0.006192865017510485, "loss_sem_seg": 0.31731211114674807, "lr": 0.01, "mask_rcnn/accuracy": 0.8652446246355685, "mask_rcnn/false_negative": 0.0997776599111811, "mask_rcnn/false_positive": 0.15149197542038623, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.75, "time": 0.7457163333892822, "total_loss": 1.7238476312268176} {"data_time": 0.01029285229742527, "eta_seconds": 162133.76150358003, "iteration": 49919, "loss_fcos_cls": 0.29706293423078023, "loss_fcos_ctr": 0.6214764192700386, "loss_fcos_loc": 0.21396317129256204, "loss_mask": 0.28526169154793024, "loss_maskiou": 0.006053030607290566, "loss_sem_seg": 0.3011395367793739, "lr": 0.01, "mask_rcnn/accuracy": 0.8786970333908211, "mask_rcnn/false_negative": 0.10520466367495952, "mask_rcnn/false_positive": 0.14023693817411598, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7412906670942903, "total_loss": 1.7061354316756479} {"data_time": 0.009222382679581642, "eta_seconds": 162048.81013265252, "iteration": 49939, "loss_fcos_cls": 0.28273512050509453, "loss_fcos_ctr": 0.6244367901235819, "loss_fcos_loc": 0.21145907463505864, "loss_mask": 0.26695897383615375, "loss_maskiou": 0.006442980200517923, "loss_sem_seg": 0.32157482160255313, "lr": 0.01, "mask_rcnn/accuracy": 0.8878188775510204, "mask_rcnn/false_negative": 0.08278386278800366, "mask_rcnn/false_positive": 0.13624284682515933, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7324265846982598, "total_loss": 1.7570922617742326} {"data_time": 0.010547935031354427, "eta_seconds": 162023.55386123713, "iteration": 49959, "loss_fcos_cls": 0.2923365831375122, "loss_fcos_ctr": 0.6234835153445601, "loss_fcos_loc": 0.20891258143819869, "loss_mask": 0.27881285082548857, "loss_maskiou": 0.006011999968905002, "loss_sem_seg": 0.3337491899728775, "lr": 0.01, "mask_rcnn/accuracy": 0.8898285456343948, "mask_rcnn/false_negative": 0.10284188519773485, "mask_rcnn/false_positive": 0.1300696183710106, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.743881925009191, "total_loss": 1.7768581214622827} {"data_time": 0.010432591661810875, "eta_seconds": 162008.82719176542, "iteration": 49979, "loss_fcos_cls": 0.2891196240670979, "loss_fcos_ctr": 0.622499774210155, "loss_fcos_loc": 0.21713767643086612, "loss_mask": 0.28870657086372375, "loss_maskiou": 0.0062823830303386785, "loss_sem_seg": 0.33380366303026676, "lr": 0.01, "mask_rcnn/accuracy": 0.8766057762390671, "mask_rcnn/false_negative": 0.1056579236994944, "mask_rcnn/false_positive": 0.14256687213344665, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7405159780755639, "total_loss": 1.72631504117453} {"data_time": 0.008934159763157368, "eta_seconds": 162017.5512195574, "iteration": 49999, "loss_fcos_cls": 0.303598788799718, "loss_fcos_ctr": 0.6222975011914968, "loss_fcos_loc": 0.22026434214785695, "loss_mask": 0.272377978079021, "loss_maskiou": 0.006103526211518329, "loss_sem_seg": 0.2883726442232728, "lr": 0.01, "mask_rcnn/accuracy": 0.8824708454810495, "mask_rcnn/false_negative": 0.10120229961755489, "mask_rcnn/false_positive": 0.1443343695799308, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7398422546684742, "total_loss": 1.7027048532909248} {"data_time": 0.010601015761494637, "eta_seconds": 161979.373852822, "iteration": 50019, "loss_fcos_cls": 0.2991128056310117, "loss_fcos_ctr": 0.6208589221350849, "loss_fcos_loc": 0.21623637259472162, "loss_mask": 0.28295457642525434, "loss_maskiou": 0.0064007801993284374, "loss_sem_seg": 0.32315599359571934, "lr": 0.01, "mask_rcnn/accuracy": 0.8805880991931656, "mask_rcnn/false_negative": 0.0988018237425016, "mask_rcnn/false_positive": 0.12759571260399222, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7309674555435777, "total_loss": 1.7545741179492325} {"data_time": 0.010119936428964138, "eta_seconds": 161964.6471833503, "iteration": 50039, "loss_fcos_cls": 0.2781419032253325, "loss_fcos_ctr": 0.6245543733239174, "loss_fcos_loc": 0.21294719818979502, "loss_mask": 0.2829678049311042, "loss_maskiou": 0.0068464770301943645, "loss_sem_seg": 0.3134900419972837, "lr": 0.01, "mask_rcnn/accuracy": 0.8647375158854751, "mask_rcnn/false_negative": 0.12055531832316346, "mask_rcnn/false_positive": 0.14821714243461365, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7400794764980674, "total_loss": 1.7321803841477958} {"data_time": 0.009335004724562168, "eta_seconds": 162120.86354531627, "iteration": 50059, "loss_fcos_cls": 0.3002872299402952, "loss_fcos_ctr": 0.6221010461449623, "loss_fcos_loc": 0.21310692036058754, "loss_mask": 0.2819120939821005, "loss_maskiou": 0.006041894455847796, "loss_sem_seg": 0.2994907470420003, "lr": 0.01, "mask_rcnn/accuracy": 0.8902582366315259, "mask_rcnn/false_negative": 0.09203390179126097, "mask_rcnn/false_positive": 0.15613520823046706, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7440893081948161, "total_loss": 1.7266357739281375} {"data_time": 0.009628177620470524, "eta_seconds": 161945.71674755216, "iteration": 50079, "loss_fcos_cls": 0.282177671790123, "loss_fcos_ctr": 0.6193793015554547, "loss_fcos_loc": 0.21804051869548857, "loss_mask": 0.267029395326972, "loss_maskiou": 0.00587095512310043, "loss_sem_seg": 0.31514913123100996, "lr": 0.01, "mask_rcnn/accuracy": 0.8658953621377566, "mask_rcnn/false_negative": 0.14667084881824105, "mask_rcnn/false_positive": 0.13218420840231296, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7217158870771527, "total_loss": 1.6964209700381616} {"data_time": 0.010389219969511032, "eta_seconds": 161930.98912110925, "iteration": 50099, "loss_fcos_cls": 0.29424116283189505, "loss_fcos_ctr": 0.62365956697613, "loss_fcos_loc": 0.2138165812648367, "loss_mask": 0.2800720641389489, "loss_maskiou": 0.006534841566463001, "loss_sem_seg": 0.37814889661967754, "lr": 0.01, "mask_rcnn/accuracy": 0.8712876031560165, "mask_rcnn/false_negative": 0.10599003801717123, "mask_rcnn/false_positive": 0.13905218208583023, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.75, "time": 0.7323783356696367, "total_loss": 1.7750800102585345} {"data_time": 0.010541434399783611, "eta_seconds": 162142.1778109651, "iteration": 50119, "loss_fcos_cls": 0.29096408863551915, "loss_fcos_ctr": 0.6229902822524309, "loss_fcos_loc": 0.21424686559475958, "loss_mask": 0.27006269060075283, "loss_maskiou": 0.006541653019667137, "loss_sem_seg": 0.3359229136258364, "lr": 0.01, "mask_rcnn/accuracy": 0.9008990861129398, "mask_rcnn/false_negative": 0.07766895036538829, "mask_rcnn/false_positive": 0.11840753100285317, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7588445255532861, "total_loss": 1.7188287472963566} {"data_time": 0.010720783844590187, "eta_seconds": 161901.53386822343, "iteration": 50139, "loss_fcos_cls": 0.28654717188328505, "loss_fcos_ctr": 0.6243878100067377, "loss_fcos_loc": 0.21148652816191316, "loss_mask": 0.27699825167655945, "loss_maskiou": 0.00582554770517163, "loss_sem_seg": 0.3419837346300483, "lr": 0.01, "mask_rcnn/accuracy": 0.8803161530416764, "mask_rcnn/false_negative": 0.09210714773743882, "mask_rcnn/false_positive": 0.1494204634623084, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7247277135029435, "total_loss": 1.7565247464262939} {"data_time": 0.009451273828744888, "eta_seconds": 161956.95340673905, "iteration": 50159, "loss_fcos_cls": 0.2910489134956151, "loss_fcos_ctr": 0.6222249381244183, "loss_fcos_loc": 0.20633796218317002, "loss_mask": 0.2648848155513406, "loss_maskiou": 0.006329875875962898, "loss_sem_seg": 0.33084775134921074, "lr": 0.01, "mask_rcnn/accuracy": 0.8815089767434067, "mask_rcnn/false_negative": 0.08912336251296588, "mask_rcnn/false_positive": 0.14943242858779637, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7386306757107377, "total_loss": 1.704814352793619} {"data_time": 0.010598480701446533, "eta_seconds": 161942.87942968216, "iteration": 50179, "loss_fcos_cls": 0.3053714269772172, "loss_fcos_ctr": 0.6250438159331679, "loss_fcos_loc": 0.2255975806619972, "loss_mask": 0.27947676461189985, "loss_maskiou": 0.006840792513685301, "loss_sem_seg": 0.369147676974535, "lr": 0.01, "mask_rcnn/accuracy": 0.8820478375474576, "mask_rcnn/false_negative": 0.08499505101417276, "mask_rcnn/false_positive": 0.14680770187601566, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7417072355747223, "total_loss": 1.7786199996480718} {"data_time": 0.01041498314589262, "eta_seconds": 161882.77747559734, "iteration": 50199, "loss_fcos_cls": 0.2781821704702452, "loss_fcos_ctr": 0.6222542291507125, "loss_fcos_loc": 0.2145018751034513, "loss_mask": 0.280343278311193, "loss_maskiou": 0.006219577822776046, "loss_sem_seg": 0.32772833202034235, "lr": 0.01, "mask_rcnn/accuracy": 0.8669307234469169, "mask_rcnn/false_negative": 0.09443507021253503, "mask_rcnn/false_positive": 0.16518373734473454, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.0, "time": 0.7406170079484582, "total_loss": 1.751415831662598} {"data_time": 0.010840886272490025, "eta_seconds": 161868.0475355629, "iteration": 50219, "loss_fcos_cls": 0.29110634536482394, "loss_fcos_ctr": 0.6246696384623647, "loss_fcos_loc": 0.21180053811986, "loss_mask": 0.26840463373810053, "loss_maskiou": 0.006060635903850198, "loss_sem_seg": 0.3815750665962696, "lr": 0.01, "mask_rcnn/accuracy": 0.8706459146158463, "mask_rcnn/false_negative": 0.08918992019305969, "mask_rcnn/false_positive": 0.16147311648909168, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.25, "time": 0.7345948703587055, "total_loss": 1.7888283744032378} {"data_time": 0.009836271405220032, "eta_seconds": 161816.82829334307, "iteration": 50239, "loss_fcos_cls": 0.29055110923945904, "loss_fcos_ctr": 0.6241646967828274, "loss_fcos_loc": 0.21520555426832289, "loss_mask": 0.2861832845956087, "loss_maskiou": 0.006629097326367628, "loss_sem_seg": 0.31311453599482775, "lr": 0.01, "mask_rcnn/accuracy": 0.886413571639836, "mask_rcnn/false_negative": 0.09136789381264479, "mask_rcnn/false_positive": 0.13781222573558027, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.719945939257741, "total_loss": 1.7359974709688686} {"data_time": 0.010050483047962189, "eta_seconds": 161780.57129212003, "iteration": 50259, "loss_fcos_cls": 0.29383429046720266, "loss_fcos_ctr": 0.6221595639362931, "loss_fcos_loc": 0.20126135100144893, "loss_mask": 0.26964640244841576, "loss_maskiou": 0.005928883554588538, "loss_sem_seg": 0.33120232075452805, "lr": 0.01, "mask_rcnn/accuracy": 0.8760982097732961, "mask_rcnn/false_negative": 0.1042404441938605, "mask_rcnn/false_positive": 0.1552817618826988, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7348282625898719, "total_loss": 1.6959161562481313} {"data_time": 0.010127057321369648, "eta_seconds": 161869.20908907335, "iteration": 50279, "loss_fcos_cls": 0.27854209300130606, "loss_fcos_ctr": 0.6233360408805311, "loss_fcos_loc": 0.19974791596177965, "loss_mask": 0.27100327052176, "loss_maskiou": 0.005785950044810306, "loss_sem_seg": 0.3309742412529886, "lr": 0.01, "mask_rcnn/accuracy": 0.8791702268669142, "mask_rcnn/false_negative": 0.08657486145435725, "mask_rcnn/false_positive": 0.14941174448408423, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.5, "time": 0.7472969768568873, "total_loss": 1.7082000018272083} {"data_time": 0.010237238369882107, "eta_seconds": 161957.58294321317, "iteration": 50299, "loss_fcos_cls": 0.3049224647693336, "loss_fcos_ctr": 0.6242329506203532, "loss_fcos_loc": 0.21774484287016094, "loss_mask": 0.28146560676395893, "loss_maskiou": 0.0066365060629323125, "loss_sem_seg": 0.35102182161062956, "lr": 0.01, "mask_rcnn/accuracy": 0.8766288983125718, "mask_rcnn/false_negative": 0.10530603336022987, "mask_rcnn/false_positive": 0.13729485025958205, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.742305756546557, "total_loss": 1.8013338537202799} {"data_time": 0.010236634872853756, "eta_seconds": 162015.73669556435, "iteration": 50319, "loss_fcos_cls": 0.2829260341823101, "loss_fcos_ctr": 0.6230055000633001, "loss_fcos_loc": 0.21887429803609848, "loss_mask": 0.28754661977291107, "loss_maskiou": 0.0067085002301610075, "loss_sem_seg": 0.3307748571969569, "lr": 0.01, "mask_rcnn/accuracy": 0.8444308466629895, "mask_rcnn/false_negative": 0.1152701077602874, "mask_rcnn/false_positive": 0.165906677490763, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.0, "time": 0.7468977104872465, "total_loss": 1.7913387354128645} {"data_time": 0.009966363199055195, "eta_seconds": 162008.45175997354, "iteration": 50339, "loss_fcos_cls": 0.26181855448521674, "loss_fcos_ctr": 0.618496279232204, "loss_fcos_loc": 0.19804367155302316, "loss_mask": 0.2582408618181944, "loss_maskiou": 0.006147369596874341, "loss_sem_seg": 0.28640626510605216, "lr": 0.01, "mask_rcnn/accuracy": 0.8881526769361591, "mask_rcnn/false_negative": 0.09693389780172926, "mask_rcnn/false_positive": 0.10941727334816216, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7449656706303358, "total_loss": 1.669036839302862} {"data_time": 0.009371441788971424, "eta_seconds": 162083.42238733917, "iteration": 50359, "loss_fcos_cls": 0.2787172894459218, "loss_fcos_ctr": 0.6229467624798417, "loss_fcos_loc": 0.20053674234077334, "loss_mask": 0.2822006354108453, "loss_maskiou": 0.006662069041340146, "loss_sem_seg": 0.32441357616335154, "lr": 0.01, "mask_rcnn/accuracy": 0.8772412536443148, "mask_rcnn/false_negative": 0.10222689067524134, "mask_rcnn/false_positive": 0.15472867243680138, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7445683237165213, "total_loss": 1.7254097870609257} {"data_time": 0.010348157025873661, "eta_seconds": 162089.93723918963, "iteration": 50379, "loss_fcos_cls": 0.29526835703291, "loss_fcos_ctr": 0.6226839851588011, "loss_fcos_loc": 0.21335329278372228, "loss_mask": 0.26653640903532505, "loss_maskiou": 0.006071865573176183, "loss_sem_seg": 0.3127803038805723, "lr": 0.01, "mask_rcnn/accuracy": 0.8764735707947775, "mask_rcnn/false_negative": 0.09348577248332168, "mask_rcnn/false_positive": 0.13888708067106859, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.760638159699738, "total_loss": 1.7209425937471678} {"data_time": 0.01036078017205, "eta_seconds": 162321.98174572643, "iteration": 50399, "loss_fcos_cls": 0.2881733407266438, "loss_fcos_ctr": 0.6244774786755443, "loss_fcos_loc": 0.22059823607560247, "loss_mask": 0.2826866889372468, "loss_maskiou": 0.006970442977035418, "loss_sem_seg": 0.3359940724913031, "lr": 0.01, "mask_rcnn/accuracy": 0.8964504051848773, "mask_rcnn/false_negative": 0.08998855595465215, "mask_rcnn/false_positive": 0.13336544227083913, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.75, "time": 0.7521964078769088, "total_loss": 1.7691210593038704} {"data_time": 0.009524605236947536, "eta_seconds": 162173.6260719858, "iteration": 50419, "loss_fcos_cls": 0.30261115659959614, "loss_fcos_ctr": 0.620234539732337, "loss_fcos_loc": 0.21468541002832353, "loss_mask": 0.2648005709052086, "loss_maskiou": 0.0058462404704187065, "loss_sem_seg": 0.3660246767103672, "lr": 0.01, "mask_rcnn/accuracy": 0.8856903962079882, "mask_rcnn/false_negative": 0.10152388572215382, "mask_rcnn/false_positive": 0.1362968954705417, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7348378179594874, "total_loss": 1.7826281236193608} {"data_time": 0.010844280011951923, "eta_seconds": 162109.18106468674, "iteration": 50439, "loss_fcos_cls": 0.3019027892732993, "loss_fcos_ctr": 0.6246373280882835, "loss_fcos_loc": 0.22141090806690045, "loss_mask": 0.28348998818546534, "loss_maskiou": 0.006710446730721742, "loss_sem_seg": 0.3154840967617929, "lr": 0.01, "mask_rcnn/accuracy": 0.8690776282280275, "mask_rcnn/false_negative": 0.09627800191093988, "mask_rcnn/false_positive": 0.16975384901641122, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.0, "time": 0.7294609416276217, "total_loss": 1.761942711644224} {"data_time": 0.010392628610134125, "eta_seconds": 162219.49718891084, "iteration": 50459, "loss_fcos_cls": 0.28887313534505665, "loss_fcos_ctr": 0.6210858505219221, "loss_fcos_loc": 0.20569303585216403, "loss_mask": 0.2889402825385332, "loss_maskiou": 0.0069425682922883425, "loss_sem_seg": 0.3265442521078512, "lr": 0.01, "mask_rcnn/accuracy": 0.8678459424398854, "mask_rcnn/false_negative": 0.07848580398874228, "mask_rcnn/false_positive": 0.12209357573387086, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.0, "time": 0.7354453830048442, "total_loss": 1.7433961940041627} {"data_time": 0.00925118662416935, "eta_seconds": 162204.71912948787, "iteration": 50479, "loss_fcos_cls": 0.29517550917807966, "loss_fcos_ctr": 0.6236435854807496, "loss_fcos_loc": 0.21903835283592343, "loss_mask": 0.2804258456453681, "loss_maskiou": 0.006946781839360483, "loss_sem_seg": 0.33146972907707095, "lr": 0.01, "mask_rcnn/accuracy": 0.8881195335276968, "mask_rcnn/false_negative": 0.08981636792459222, "mask_rcnn/false_positive": 0.128557761690994, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.5, "time": 0.7281025694683194, "total_loss": 1.7475117461726768} {"data_time": 0.009610644541680813, "eta_seconds": 162159.73464051448, "iteration": 50499, "loss_fcos_cls": 0.2766515457769856, "loss_fcos_ctr": 0.6215413324534893, "loss_fcos_loc": 0.21639051532838494, "loss_mask": 0.2770444042980671, "loss_maskiou": 0.006380233244271949, "loss_sem_seg": 0.3072425271384418, "lr": 0.01, "mask_rcnn/accuracy": 0.8814553599217465, "mask_rcnn/false_negative": 0.09586385050170923, "mask_rcnn/false_positive": 0.12746363261302726, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.7393997153267264, "total_loss": 1.7102032038455945} {"data_time": 0.011045585386455059, "eta_seconds": 162233.28161317017, "iteration": 50519, "loss_fcos_cls": 0.2962814101483673, "loss_fcos_ctr": 0.6225286647677422, "loss_fcos_loc": 0.20784102752804756, "loss_mask": 0.281161502469331, "loss_maskiou": 0.006426211490179412, "loss_sem_seg": 0.31576288025826216, "lr": 0.01, "mask_rcnn/accuracy": 0.8690283365970075, "mask_rcnn/false_negative": 0.12257209945524625, "mask_rcnn/false_positive": 0.148177590211804, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.0, "time": 0.7432771250605583, "total_loss": 1.7320295011886628} {"data_time": 0.009307414293289185, "eta_seconds": 162218.49825774413, "iteration": 50539, "loss_fcos_cls": 0.31116748542990535, "loss_fcos_ctr": 0.6243294151499867, "loss_fcos_loc": 0.22675289073958993, "loss_mask": 0.2956979563459754, "loss_maskiou": 0.006715694082231494, "loss_sem_seg": 0.32559798704460263, "lr": 0.01, "mask_rcnn/accuracy": 0.8614477040816326, "mask_rcnn/false_negative": 0.10620599189387706, "mask_rcnn/false_positive": 0.1671361652153901, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.75, "time": 0.7557252384722233, "total_loss": 1.7917154067399679} {"data_time": 0.009968724101781845, "eta_seconds": 162203.71490231808, "iteration": 50559, "loss_fcos_cls": 0.2905502235516906, "loss_fcos_ctr": 0.6215878343209624, "loss_fcos_loc": 0.20304468902759254, "loss_mask": 0.2776146735996008, "loss_maskiou": 0.00629727469640784, "loss_sem_seg": 0.35691741574555635, "lr": 0.01, "mask_rcnn/accuracy": 0.86383507948634, "mask_rcnn/false_negative": 0.1048281391378249, "mask_rcnn/false_positive": 0.13426583556497135, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7341609774157405, "total_loss": 1.7541088038342423} {"data_time": 0.009989096783101559, "eta_seconds": 162006.8474112805, "iteration": 50579, "loss_fcos_cls": 0.2941709435544908, "loss_fcos_ctr": 0.624367649666965, "loss_fcos_loc": 0.22044839360751212, "loss_mask": 0.2741802758537233, "loss_maskiou": 0.005933430555160157, "loss_sem_seg": 0.31244684127159417, "lr": 0.01, "mask_rcnn/accuracy": 0.8840060484326621, "mask_rcnn/false_negative": 0.08087401245805115, "mask_rcnn/false_positive": 0.15041141592977197, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.5, "time": 0.7238556779921055, "total_loss": 1.7157611336006084} {"data_time": 0.01026198174804449, "eta_seconds": 161967.38597533014, "iteration": 50599, "loss_fcos_cls": 0.29534158227033913, "loss_fcos_ctr": 0.6230677831918001, "loss_fcos_loc": 0.21175270294770598, "loss_mask": 0.27749067172408104, "loss_maskiou": 0.006362119330333371, "loss_sem_seg": 0.32981082634069026, "lr": 0.01, "mask_rcnn/accuracy": 0.8844155745825997, "mask_rcnn/false_negative": 0.0872353341394024, "mask_rcnn/false_positive": 0.15828110851713953, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7362413816154003, "total_loss": 1.7801644642895553} {"data_time": 0.009479710832238197, "eta_seconds": 162021.4497031616, "iteration": 50619, "loss_fcos_cls": 0.2772397177759558, "loss_fcos_ctr": 0.6251470968127251, "loss_fcos_loc": 0.2101263387594372, "loss_mask": 0.27887740172445774, "loss_maskiou": 0.0067711057781707495, "loss_sem_seg": 0.3204070348292589, "lr": 0.01, "mask_rcnn/accuracy": 0.8946941318055461, "mask_rcnn/false_negative": 0.0762606613314471, "mask_rcnn/false_positive": 0.1311051985868411, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.25, "time": 0.7397181922569871, "total_loss": 1.7228287014149828} {"data_time": 0.009673028253018856, "eta_seconds": 162099.06273057964, "iteration": 50639, "loss_fcos_cls": 0.2815978294238448, "loss_fcos_ctr": 0.6211846843361855, "loss_fcos_loc": 0.20612549153156579, "loss_mask": 0.2788712354376912, "loss_maskiou": 0.006242708237550687, "loss_sem_seg": 0.31475685513578355, "lr": 0.01, "mask_rcnn/accuracy": 0.8989345738295318, "mask_rcnn/false_negative": 0.08497860599355428, "mask_rcnn/false_positive": 0.1348736995828111, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7411179887130857, "total_loss": 1.7346738373380504} {"data_time": 0.010264567099511623, "eta_seconds": 162119.62491511367, "iteration": 50659, "loss_fcos_cls": 0.2867785678245127, "loss_fcos_ctr": 0.6192753426730633, "loss_fcos_loc": 0.20812482968904078, "loss_mask": 0.26980722043663263, "loss_maskiou": 0.006066868460038677, "loss_sem_seg": 0.2965660151094198, "lr": 0.01, "mask_rcnn/accuracy": 0.8921222022267319, "mask_rcnn/false_negative": 0.08938190948417318, "mask_rcnn/false_positive": 0.13934799515425353, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.25, "time": 0.7296724105253816, "total_loss": 1.6929996650869725} {"data_time": 0.010816854424774647, "eta_seconds": 162134.877897162, "iteration": 50679, "loss_fcos_cls": 0.2835323796607554, "loss_fcos_ctr": 0.6231051748618484, "loss_fcos_loc": 0.20743947033770382, "loss_mask": 0.26945921313017607, "loss_maskiou": 0.005965281306998804, "loss_sem_seg": 0.30723610473796725, "lr": 0.01, "mask_rcnn/accuracy": 0.8835144447389345, "mask_rcnn/false_negative": 0.07775069232436478, "mask_rcnn/false_positive": 0.18059466153882697, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7513651885092258, "total_loss": 1.722664039072697} {"data_time": 0.009911645203828812, "eta_seconds": 162120.09273040667, "iteration": 50699, "loss_fcos_cls": 0.28745789360255003, "loss_fcos_ctr": 0.6236607450991869, "loss_fcos_loc": 0.21603289421182126, "loss_mask": 0.28162533696740866, "loss_maskiou": 0.006775623551220633, "loss_sem_seg": 0.311243181116879, "lr": 0.01, "mask_rcnn/accuracy": 0.8851408984646489, "mask_rcnn/false_negative": 0.08343100373342105, "mask_rcnn/false_positive": 0.14703120694352664, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.25, "time": 0.7372570289298892, "total_loss": 1.7525506234233035} {"data_time": 0.010291196405887604, "eta_seconds": 162261.36105836835, "iteration": 50719, "loss_fcos_cls": 0.306019174400717, "loss_fcos_ctr": 0.6238487446680665, "loss_fcos_loc": 0.2144123325124383, "loss_mask": 0.2838725531473756, "loss_maskiou": 0.006578984539373778, "loss_sem_seg": 0.3543840292841196, "lr": 0.01, "mask_rcnn/accuracy": 0.8857728420334869, "mask_rcnn/false_negative": 0.09513849723829698, "mask_rcnn/false_positive": 0.14996005328115602, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.25, "time": 0.7504466082900763, "total_loss": 1.770866879800451} {"data_time": 0.009815638884902, "eta_seconds": 162225.5424599368, "iteration": 50739, "loss_fcos_cls": 0.28943163761869073, "loss_fcos_ctr": 0.6218550121411681, "loss_fcos_loc": 0.21170281013473868, "loss_mask": 0.29751693550497293, "loss_maskiou": 0.006182112589158351, "loss_sem_seg": 0.3305114491377026, "lr": 0.01, "mask_rcnn/accuracy": 0.8907405117659308, "mask_rcnn/false_negative": 0.12304945719751433, "mask_rcnn/false_positive": 0.10008417305996162, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.5, "time": 0.7360657071694732, "total_loss": 1.7652827423189592} {"data_time": 0.010707758367061615, "eta_seconds": 162010.3874987578, "iteration": 50759, "loss_fcos_cls": 0.29815526120364666, "loss_fcos_ctr": 0.6213304027915001, "loss_fcos_loc": 0.20674490509554744, "loss_mask": 0.2547615971416235, "loss_maskiou": 0.005686290523954085, "loss_sem_seg": 0.3244047970511019, "lr": 0.01, "mask_rcnn/accuracy": 0.8699023225874916, "mask_rcnn/false_negative": 0.09659980061991352, "mask_rcnn/false_positive": 0.1448608318339264, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.75, "time": 0.7224700069054961, "total_loss": 1.732052022474818} {"data_time": 0.009830971248447895, "eta_seconds": 162011.0158445211, "iteration": 50779, "loss_fcos_cls": 0.27731435373425484, "loss_fcos_ctr": 0.6225956687703729, "loss_fcos_loc": 0.2110830411547795, "loss_mask": 0.2623577928170562, "loss_maskiou": 0.005557768690778175, "loss_sem_seg": 0.35959771275520325, "lr": 0.01, "mask_rcnn/accuracy": 0.8908532580204412, "mask_rcnn/false_negative": 0.08919551932274847, "mask_rcnn/false_positive": 0.14043428784721768, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7403494408354163, "total_loss": 1.732054100080859} {"data_time": 0.009896884672343731, "eta_seconds": 162026.31463720556, "iteration": 50799, "loss_fcos_cls": 0.2868354511447251, "loss_fcos_ctr": 0.6226272229105234, "loss_fcos_loc": 0.2132529997616075, "loss_mask": 0.2829046444967389, "loss_maskiou": 0.006410197209334001, "loss_sem_seg": 0.3232059790752828, "lr": 0.01, "mask_rcnn/accuracy": 0.8882981011161051, "mask_rcnn/false_negative": 0.09404362726279636, "mask_rcnn/false_positive": 0.14084337840039096, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.5, "time": 0.7493054196238518, "total_loss": 1.7276364040808403} {"data_time": 0.009815340861678123, "eta_seconds": 162031.38172987476, "iteration": 50819, "loss_fcos_cls": 0.2898414528463036, "loss_fcos_ctr": 0.6211812114343047, "loss_fcos_loc": 0.21124484995380044, "loss_mask": 0.280866589397192, "loss_maskiou": 0.00621159998991061, "loss_sem_seg": 0.3166907906997949, "lr": 0.01, "mask_rcnn/accuracy": 0.8763439633456245, "mask_rcnn/false_negative": 0.09309307103218077, "mask_rcnn/false_positive": 0.1414889558706997, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.0, "time": 0.7200199849903584, "total_loss": 1.7356330136099132} {"data_time": 0.009662332013249397, "eta_seconds": 162016.59656311944, "iteration": 50839, "loss_fcos_cls": 0.2972508007660508, "loss_fcos_ctr": 0.6281162071973085, "loss_fcos_loc": 0.2186296086292714, "loss_mask": 0.291841764934361, "loss_maskiou": 0.0061391580347844865, "loss_sem_seg": 0.34956634044647217, "lr": 0.01, "mask_rcnn/accuracy": 0.8779361263736263, "mask_rcnn/false_negative": 0.11067181421334941, "mask_rcnn/false_positive": 0.12968268779352404, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.7195830103009939, "total_loss": 1.7891754228403443} {"data_time": 0.008852913975715637, "eta_seconds": 162099.74464776646, "iteration": 50859, "loss_fcos_cls": 0.2911272475030273, "loss_fcos_ctr": 0.62126824259758, "loss_fcos_loc": 0.20981410006061196, "loss_mask": 0.28606668394058943, "loss_maskiou": 0.006487680409918539, "loss_sem_seg": 0.349690159317106, "lr": 0.01, "mask_rcnn/accuracy": 0.8951233318669933, "mask_rcnn/false_negative": 0.0972510418153416, "mask_rcnn/false_positive": 0.13938759895230757, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.0, "time": 0.7435262836515903, "total_loss": 1.7906593183724908} {"data_time": 0.009096851572394371, "eta_seconds": 161957.01820920222, "iteration": 50879, "loss_fcos_cls": 0.28759503038600087, "loss_fcos_ctr": 0.6220169272273779, "loss_fcos_loc": 0.20880257757380605, "loss_mask": 0.2885018577799201, "loss_maskiou": 0.006505789264338091, "loss_sem_seg": 0.32451709220185876, "lr": 0.01, "mask_rcnn/accuracy": 0.8812651497380561, "mask_rcnn/false_negative": 0.09647718108737696, "mask_rcnn/false_positive": 0.14776482671567898, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7359486296772957, "total_loss": 1.7175624082701688} {"data_time": 0.01084414217621088, "eta_seconds": 161909.75696088932, "iteration": 50899, "loss_fcos_cls": 0.301594874355942, "loss_fcos_ctr": 0.6237822696566582, "loss_fcos_loc": 0.2208964532474056, "loss_mask": 0.2799546457827091, "loss_maskiou": 0.00647829013178125, "loss_sem_seg": 0.3287704358808696, "lr": 0.01, "mask_rcnn/accuracy": 0.8746390483276645, "mask_rcnn/false_negative": 0.09911106655278028, "mask_rcnn/false_positive": 0.15511973053557837, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7364353407174349, "total_loss": 1.7697002260538284} {"data_time": 0.010202804580330849, "eta_seconds": 161817.79061861336, "iteration": 50919, "loss_fcos_cls": 0.2734907050617039, "loss_fcos_ctr": 0.6234872089698911, "loss_fcos_loc": 0.20918097835965455, "loss_mask": 0.2817394966259599, "loss_maskiou": 0.006787236867239699, "loss_sem_seg": 0.3332296400330961, "lr": 0.01, "mask_rcnn/accuracy": 0.8831787369782408, "mask_rcnn/false_negative": 0.09397469469005418, "mask_rcnn/false_positive": 0.14945698494346976, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.7206806419417262, "total_loss": 1.7445635700714774} {"data_time": 0.009717167355120182, "eta_seconds": 161834.6778834071, "iteration": 50939, "loss_fcos_cls": 0.2836915492080152, "loss_fcos_ctr": 0.6206199899315834, "loss_fcos_loc": 0.2041574112372473, "loss_mask": 0.2707564439624548, "loss_maskiou": 0.005999188986606896, "loss_sem_seg": 0.31728062871843576, "lr": 0.01, "mask_rcnn/accuracy": 0.8777621418619083, "mask_rcnn/false_negative": 0.10472459422136535, "mask_rcnn/false_positive": 0.14982458456668948, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.75, "time": 0.7320388350635767, "total_loss": 1.7191877380682854} {"data_time": 0.009697698056697845, "eta_seconds": 161739.74428169895, "iteration": 50959, "loss_fcos_cls": 0.2897773855365813, "loss_fcos_ctr": 0.621276244521141, "loss_fcos_loc": 0.2074407998006791, "loss_mask": 0.27297280728816986, "loss_maskiou": 0.0057514621439622715, "loss_sem_seg": 0.3100425940938294, "lr": 0.01, "mask_rcnn/accuracy": 0.8846389401564139, "mask_rcnn/false_negative": 0.07628389579218517, "mask_rcnn/false_positive": 0.14387364566770838, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 39.0, "time": 0.7256200928241014, "total_loss": 1.700693398277508} {"data_time": 0.00985297653824091, "eta_seconds": 161701.35550203267, "iteration": 50979, "loss_fcos_cls": 0.28789795405464247, "loss_fcos_ctr": 0.6233008345589042, "loss_fcos_loc": 0.20423297921661288, "loss_mask": 0.27849108120426536, "loss_maskiou": 0.006480685900896788, "loss_sem_seg": 0.3236793391406536, "lr": 0.01, "mask_rcnn/accuracy": 0.8851220068993506, "mask_rcnn/false_negative": 0.10938623493088043, "mask_rcnn/false_positive": 0.1309752220611153, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.5, "time": 0.7408734476193786, "total_loss": 1.7223620499789831} {"data_time": 0.009959517046809196, "eta_seconds": 161710.2083054604, "iteration": 50999, "loss_fcos_cls": 0.2930498344358057, "loss_fcos_ctr": 0.6249635834246874, "loss_fcos_loc": 0.2216046613175422, "loss_mask": 0.2812730772420764, "loss_maskiou": 0.005993246319121681, "loss_sem_seg": 0.3498038989491761, "lr": 0.01, "mask_rcnn/accuracy": 0.8890863464951198, "mask_rcnn/false_negative": 0.09290696835774787, "mask_rcnn/false_positive": 0.1486030795999399, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.749594802968204, "total_loss": 1.7639805264625465} {"data_time": 0.009926646016538143, "eta_seconds": 161723.48967719916, "iteration": 51019, "loss_fcos_cls": 0.30593981873244047, "loss_fcos_ctr": 0.6240180204622447, "loss_fcos_loc": 0.21367540396749973, "loss_mask": 0.2804112657904625, "loss_maskiou": 0.006462883669883013, "loss_sem_seg": 0.3098876401782036, "lr": 0.01, "mask_rcnn/accuracy": 0.8659797237060095, "mask_rcnn/false_negative": 0.11433563522824797, "mask_rcnn/false_positive": 0.16622261648176812, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 38.75, "time": 0.7360749198123813, "total_loss": 1.7647747638329747} {"data_time": 0.009150803089141846, "eta_seconds": 161708.71912727226, "iteration": 51039, "loss_fcos_cls": 0.29138922528363764, "loss_fcos_ctr": 0.6224201489239931, "loss_fcos_loc": 0.21367913635913283, "loss_mask": 0.2925581680610776, "loss_maskiou": 0.006417397846234962, "loss_sem_seg": 0.3229914237745106, "lr": 0.01, "mask_rcnn/accuracy": 0.8813875159438775, "mask_rcnn/false_negative": 0.10637991755102197, "mask_rcnn/false_positive": 0.15633105085025129, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7396573610603809, "total_loss": 1.746498770051403} {"data_time": 0.01014259085059166, "eta_seconds": 161606.9903612472, "iteration": 51059, "loss_fcos_cls": 0.2888762168586254, "loss_fcos_ctr": 0.6238452577963471, "loss_fcos_loc": 0.21747992536984384, "loss_mask": 0.2761508636176586, "loss_maskiou": 0.007049541694868822, "loss_sem_seg": 0.3219349067658186, "lr": 0.01, "mask_rcnn/accuracy": 0.8591729982036105, "mask_rcnn/false_negative": 0.09559163169750495, "mask_rcnn/false_positive": 0.1563807590634268, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.5, "time": 0.716652400791645, "total_loss": 1.7374637786124367} {"data_time": 0.010287091135978699, "eta_seconds": 161651.1363529833, "iteration": 51079, "loss_fcos_cls": 0.2867846447043121, "loss_fcos_ctr": 0.6244771219789982, "loss_fcos_loc": 0.2115143791306764, "loss_mask": 0.28677409142255783, "loss_maskiou": 0.006706330976157915, "loss_sem_seg": 0.33747468004003167, "lr": 0.01, "mask_rcnn/accuracy": 0.8710218799058085, "mask_rcnn/false_negative": 0.11306964535068836, "mask_rcnn/false_positive": 0.13622058217986416, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.0, "time": 0.7263337839394808, "total_loss": 1.7558377797395224} {"data_time": 0.0105202691629529, "eta_seconds": 161684.83886875212, "iteration": 51099, "loss_fcos_cls": 0.28524742857553065, "loss_fcos_ctr": 0.6237511020153761, "loss_fcos_loc": 0.22237155039329082, "loss_mask": 0.29290544986724854, "loss_maskiou": 0.0069447249406948686, "loss_sem_seg": 0.34204088570550084, "lr": 0.01, "mask_rcnn/accuracy": 0.8647378836968502, "mask_rcnn/false_negative": 0.11020907492351278, "mask_rcnn/false_positive": 0.1508668529981158, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7468312373384833, "total_loss": 1.7832814098219387} {"data_time": 0.010332725010812283, "eta_seconds": 161536.153679898, "iteration": 51119, "loss_fcos_cls": 0.2727742977440357, "loss_fcos_ctr": 0.6243172008544207, "loss_fcos_loc": 0.21549857291392982, "loss_mask": 0.2986159333959222, "loss_maskiou": 0.006380951948813163, "loss_sem_seg": 0.31534158205613494, "lr": 0.01, "mask_rcnn/accuracy": 0.8927296732869393, "mask_rcnn/false_negative": 0.0770203458248544, "mask_rcnn/false_positive": 0.15851366974465148, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.7343985922634602, "total_loss": 1.7437922715034802} {"data_time": 0.009373802691698074, "eta_seconds": 161491.14611832704, "iteration": 51139, "loss_fcos_cls": 0.27752442588098347, "loss_fcos_ctr": 0.6232054978609085, "loss_fcos_loc": 0.20333026791922748, "loss_mask": 0.27262523025274277, "loss_maskiou": 0.006039438496372895, "loss_sem_seg": 0.3198189218528569, "lr": 0.01, "mask_rcnn/accuracy": 0.8691614052856764, "mask_rcnn/false_negative": 0.0903305509020013, "mask_rcnn/false_positive": 0.16904851247494546, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7143766079097986, "total_loss": 1.6905954345638747} {"data_time": 0.010460875928401947, "eta_seconds": 161506.63331884705, "iteration": 51159, "loss_fcos_cls": 0.2902789735235274, "loss_fcos_ctr": 0.6263534417375922, "loss_fcos_loc": 0.2201680075377226, "loss_mask": 0.27791827637702227, "loss_maskiou": 0.006102012026531156, "loss_sem_seg": 0.33053967636078596, "lr": 0.01, "mask_rcnn/accuracy": 0.8715646258503402, "mask_rcnn/false_negative": 0.10753581718634297, "mask_rcnn/false_positive": 0.18452014344101914, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7413144484162331, "total_loss": 1.7692224381535198} {"data_time": 0.009789171628654003, "eta_seconds": 161418.50808855146, "iteration": 51179, "loss_fcos_cls": 0.28249389422126114, "loss_fcos_ctr": 0.6212921226397157, "loss_fcos_loc": 0.2112133171176538, "loss_mask": 0.2792752464301884, "loss_maskiou": 0.006582368470844813, "loss_sem_seg": 0.31783366901800036, "lr": 0.01, "mask_rcnn/accuracy": 0.8703724222247038, "mask_rcnn/false_negative": 0.10165877091751654, "mask_rcnn/false_positive": 0.13787049772628582, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7266950756311417, "total_loss": 1.6951491004147101} {"data_time": 0.01082875207066536, "eta_seconds": 161446.8738689674, "iteration": 51199, "loss_fcos_cls": 0.2803116275463253, "loss_fcos_ctr": 0.6211448889225721, "loss_fcos_loc": 0.21371979953255504, "loss_mask": 0.27333769109100103, "loss_maskiou": 0.006582292538951151, "loss_sem_seg": 0.3249639398418367, "lr": 0.01, "mask_rcnn/accuracy": 0.8794140637714416, "mask_rcnn/false_negative": 0.11071061315475544, "mask_rcnn/false_positive": 0.14868968482828543, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.75, "time": 0.7506277123466134, "total_loss": 1.7066075959519367} {"data_time": 0.009567728266119957, "eta_seconds": 161432.1164525142, "iteration": 51219, "loss_fcos_cls": 0.2938807522878051, "loss_fcos_ctr": 0.6217186842113733, "loss_fcos_loc": 0.2076207329519093, "loss_mask": 0.2765113986097276, "loss_maskiou": 0.007374401986453449, "loss_sem_seg": 0.2995152552612126, "lr": 0.01, "mask_rcnn/accuracy": 0.8936864192985328, "mask_rcnn/false_negative": 0.07102485065252412, "mask_rcnn/false_positive": 0.13205263404166423, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.740239336155355, "total_loss": 1.6836804142658366} {"data_time": 0.010281380265951157, "eta_seconds": 161561.0136280032, "iteration": 51239, "loss_fcos_cls": 0.28085058787837625, "loss_fcos_ctr": 0.6222732216119766, "loss_fcos_loc": 0.21089169126935303, "loss_mask": 0.2748322067782283, "loss_maskiou": 0.0070073766764835455, "loss_sem_seg": 0.363072048407048, "lr": 0.01, "mask_rcnn/accuracy": 0.8631436391520895, "mask_rcnn/false_negative": 0.09208518072715242, "mask_rcnn/false_positive": 0.17281229498390493, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7393320417031646, "total_loss": 1.799822634056909} {"data_time": 0.010506823658943176, "eta_seconds": 161518.22445990983, "iteration": 51259, "loss_fcos_cls": 0.2864896540995687, "loss_fcos_ctr": 0.6215538773685694, "loss_fcos_loc": 0.2106036983896047, "loss_mask": 0.2836819477379322, "loss_maskiou": 0.006893892903462984, "loss_sem_seg": 0.3270010103005916, "lr": 0.01, "mask_rcnn/accuracy": 0.8644686094330316, "mask_rcnn/false_negative": 0.11532991454542063, "mask_rcnn/false_positive": 0.13621750353933962, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 34.75, "time": 0.7290245350450277, "total_loss": 1.7239309451251756} {"data_time": 0.010980025865137577, "eta_seconds": 161286.44631060027, "iteration": 51279, "loss_fcos_cls": 0.2904089968651533, "loss_fcos_ctr": 0.622711774893105, "loss_fcos_loc": 0.21000462980009615, "loss_mask": 0.28532693069428205, "loss_maskiou": 0.0071547226689290255, "loss_sem_seg": 0.30087561067193747, "lr": 0.01, "mask_rcnn/accuracy": 0.8666720245008572, "mask_rcnn/false_negative": 0.10896655122906343, "mask_rcnn/false_positive": 0.1626974896018907, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.0, "time": 0.7201854037120938, "total_loss": 1.6968922456180735} {"data_time": 0.010551096871495247, "eta_seconds": 161179.8074024096, "iteration": 51299, "loss_fcos_cls": 0.28772362461313605, "loss_fcos_ctr": 0.6240102592855692, "loss_fcos_loc": 0.2108625868568197, "loss_mask": 0.28065022081136703, "loss_maskiou": 0.006485390447778627, "loss_sem_seg": 0.27793028950691223, "lr": 0.01, "mask_rcnn/accuracy": 0.8927844457455113, "mask_rcnn/false_negative": 0.09938893713624439, "mask_rcnn/false_positive": 0.14528125298208167, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.25, "time": 0.7240316728129983, "total_loss": 1.7030328310793266} {"data_time": 0.009637382812798023, "eta_seconds": 161137.462220571, "iteration": 51319, "loss_fcos_cls": 0.2820493490435183, "loss_fcos_ctr": 0.6240274645388126, "loss_fcos_loc": 0.216223263181746, "loss_mask": 0.2951414929702878, "loss_maskiou": 0.007117603687220253, "loss_sem_seg": 0.33339171670377254, "lr": 0.01, "mask_rcnn/accuracy": 0.8859162696909002, "mask_rcnn/false_negative": 0.09314177383042394, "mask_rcnn/false_positive": 0.1320234015837971, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 34.75, "time": 0.7470314707607031, "total_loss": 1.8021133218717296} {"data_time": 0.008841481991112232, "eta_seconds": 161103.25562656112, "iteration": 51339, "loss_fcos_cls": 0.27961673005484045, "loss_fcos_ctr": 0.6185519616119564, "loss_fcos_loc": 0.20652693381998688, "loss_mask": 0.2786283968016505, "loss_maskiou": 0.0068228044619900174, "loss_sem_seg": 0.307080355938524, "lr": 0.01, "mask_rcnn/accuracy": 0.9047077417923691, "mask_rcnn/false_negative": 0.09136094093493186, "mask_rcnn/false_positive": 0.10078636880560118, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7364714089781046, "total_loss": 1.7159013568088994} {"data_time": 0.010421588085591793, "eta_seconds": 161068.73677127622, "iteration": 51359, "loss_fcos_cls": 0.2935787560418248, "loss_fcos_ctr": 0.6220691725611687, "loss_fcos_loc": 0.21267785027157515, "loss_mask": 0.2840180965140462, "loss_maskiou": 0.006455496957642026, "loss_sem_seg": 0.32269647531211376, "lr": 0.01, "mask_rcnn/accuracy": 0.8846099764357154, "mask_rcnn/false_negative": 0.09396696251117144, "mask_rcnn/false_positive": 0.13756453963446968, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7343605132773519, "total_loss": 1.7645388109121996} {"data_time": 0.009775830432772636, "eta_seconds": 160960.48945099115, "iteration": 51379, "loss_fcos_cls": 0.2866864060051739, "loss_fcos_ctr": 0.6237782165408134, "loss_fcos_loc": 0.21547775945509784, "loss_mask": 0.2832145048305392, "loss_maskiou": 0.006398098510544514, "loss_sem_seg": 0.3666897816583514, "lr": 0.01, "mask_rcnn/accuracy": 0.8820164736375099, "mask_rcnn/false_negative": 0.09842579512475677, "mask_rcnn/false_positive": 0.14145202879279956, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.732903404161334, "total_loss": 1.7555478593640146} {"data_time": 0.010635592974722385, "eta_seconds": 160844.8586113779, "iteration": 51399, "loss_fcos_cls": 0.2869839980266988, "loss_fcos_ctr": 0.6214325958862901, "loss_fcos_loc": 0.2083775019273162, "loss_mask": 0.2927217362448573, "loss_maskiou": 0.006366729285218753, "loss_sem_seg": 0.33882228983566165, "lr": 0.01, "mask_rcnn/accuracy": 0.8838880046066045, "mask_rcnn/false_negative": 0.09623287295222678, "mask_rcnn/false_positive": 0.13841390255971237, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.718109892681241, "total_loss": 1.7357832720153965} {"data_time": 0.010303863324224949, "eta_seconds": 160830.14277214464, "iteration": 51419, "loss_fcos_cls": 0.26420254190452397, "loss_fcos_ctr": 0.6177877206355333, "loss_fcos_loc": 0.19536589924246073, "loss_mask": 0.270786149892956, "loss_maskiou": 0.0060157358821015805, "loss_sem_seg": 0.3334686199668795, "lr": 0.01, "mask_rcnn/accuracy": 0.8753625979556696, "mask_rcnn/false_negative": 0.10131792553003324, "mask_rcnn/false_positive": 0.15880860939952873, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.7346753729507327, "total_loss": 1.6984306766535155} {"data_time": 0.010454853065311909, "eta_seconds": 160815.4269329114, "iteration": 51439, "loss_fcos_cls": 0.29085357463918626, "loss_fcos_ctr": 0.624408476985991, "loss_fcos_loc": 0.21474936744198203, "loss_mask": 0.287926628254354, "loss_maskiou": 0.006370307950419374, "loss_sem_seg": 0.3359400313347578, "lr": 0.01, "mask_rcnn/accuracy": 0.8761773459383754, "mask_rcnn/false_negative": 0.100850056133812, "mask_rcnn/false_positive": 0.15945672367306757, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 41.5, "time": 0.7370436815544963, "total_loss": 1.7584569231257774} {"data_time": 0.011026443913578987, "eta_seconds": 160836.44523619954, "iteration": 51459, "loss_fcos_cls": 0.27110220585018396, "loss_fcos_ctr": 0.6220774338580668, "loss_fcos_loc": 0.2101845905999653, "loss_mask": 0.2781869014725089, "loss_maskiou": 0.006427533418900566, "loss_sem_seg": 0.2977593969553709, "lr": 0.01, "mask_rcnn/accuracy": 0.8862398050618097, "mask_rcnn/false_negative": 0.09192775497943423, "mask_rcnn/false_positive": 0.1404259265515863, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.5, "time": 0.738197511062026, "total_loss": 1.6819800733210286} {"data_time": 0.009724249131977558, "eta_seconds": 160842.67235083133, "iteration": 51479, "loss_fcos_cls": 0.28232619632035494, "loss_fcos_ctr": 0.6216102833859622, "loss_fcos_loc": 0.20591801253613085, "loss_mask": 0.2739935056306422, "loss_maskiou": 0.0063118797552306205, "loss_sem_seg": 0.35847101639956236, "lr": 0.01, "mask_rcnn/accuracy": 0.8993682332087765, "mask_rcnn/false_negative": 0.09137130664945148, "mask_rcnn/false_positive": 0.13985044822453696, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.75, "time": 0.7351022940129042, "total_loss": 1.7501811260226532} {"data_time": 0.010294577106833458, "eta_seconds": 160859.79583634436, "iteration": 51499, "loss_fcos_cls": 0.2827860056422651, "loss_fcos_ctr": 0.6232186062261462, "loss_fcos_loc": 0.21088541229255497, "loss_mask": 0.27828199323266745, "loss_maskiou": 0.006159850818221457, "loss_sem_seg": 0.32789047295227647, "lr": 0.01, "mask_rcnn/accuracy": 0.8779195345591067, "mask_rcnn/false_negative": 0.08488317119628414, "mask_rcnn/false_positive": 0.14831721888046107, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.7455822406336665, "total_loss": 1.7349719508347334} {"data_time": 0.009592399001121521, "eta_seconds": 160792.28790776152, "iteration": 51519, "loss_fcos_cls": 0.2760703000240028, "loss_fcos_ctr": 0.6238774457015097, "loss_fcos_loc": 0.20812346681486815, "loss_mask": 0.2790932431817055, "loss_maskiou": 0.007131737715099007, "loss_sem_seg": 0.2796458345837891, "lr": 0.01, "mask_rcnn/accuracy": 0.8792053950292988, "mask_rcnn/false_negative": 0.10335239121502081, "mask_rcnn/false_positive": 0.14775708612554309, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.0, "time": 0.7346792863681912, "total_loss": 1.660850336364092} {"data_time": 0.009772401303052902, "eta_seconds": 160741.84773674514, "iteration": 51539, "loss_fcos_cls": 0.28481708327308297, "loss_fcos_ctr": 0.6246859896928072, "loss_fcos_loc": 0.21187978982925415, "loss_mask": 0.28934001736342907, "loss_maskiou": 0.006717618329275865, "loss_sem_seg": 0.3104865332134068, "lr": 0.01, "mask_rcnn/accuracy": 0.8767245259540766, "mask_rcnn/false_negative": 0.0965354814162708, "mask_rcnn/false_positive": 0.15065211414904667, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.75, "time": 0.7437812266871333, "total_loss": 1.7393371676153038} {"data_time": 0.008969774469733238, "eta_seconds": 160727.1318975119, "iteration": 51559, "loss_fcos_cls": 0.2762569491751492, "loss_fcos_ctr": 0.6233609300106764, "loss_fcos_loc": 0.2104955371178221, "loss_mask": 0.28256581630557775, "loss_maskiou": 0.006367173191392794, "loss_sem_seg": 0.31836328376084566, "lr": 0.01, "mask_rcnn/accuracy": 0.874207361516035, "mask_rcnn/false_negative": 0.09339223673481159, "mask_rcnn/false_positive": 0.15394796297530286, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.0, "time": 0.7469146521762013, "total_loss": 1.6953830455458956} {"data_time": 0.01049139816313982, "eta_seconds": 160748.1305793235, "iteration": 51579, "loss_fcos_cls": 0.28516158438287675, "loss_fcos_ctr": 0.6220557307824492, "loss_fcos_loc": 0.2039199122809805, "loss_mask": 0.28832968324422836, "loss_maskiou": 0.0064498856154386885, "loss_sem_seg": 0.3232683981768787, "lr": 0.01, "mask_rcnn/accuracy": 0.890898243897987, "mask_rcnn/false_negative": 0.08916215972115644, "mask_rcnn/false_positive": 0.151964277729798, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.7259713364765048, "total_loss": 1.733142316530575} {"data_time": 0.010773690417408943, "eta_seconds": 160711.18290954176, "iteration": 51599, "loss_fcos_cls": 0.30251420149579644, "loss_fcos_ctr": 0.624264900572598, "loss_fcos_loc": 0.21494673332199454, "loss_mask": 0.29021472902968526, "loss_maskiou": 0.007176434475695714, "loss_sem_seg": 0.32966239750385284, "lr": 0.01, "mask_rcnn/accuracy": 0.8878065611165101, "mask_rcnn/false_negative": 0.10153481411205878, "mask_rcnn/false_positive": 0.11743301221660526, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7334421565756202, "total_loss": 1.756110311471275} {"data_time": 0.010211828164756298, "eta_seconds": 160698.37804406043, "iteration": 51619, "loss_fcos_cls": 0.28777830954641104, "loss_fcos_ctr": 0.6251056855544448, "loss_fcos_loc": 0.2173715429380536, "loss_mask": 0.2764545939862728, "loss_maskiou": 0.006690258684102446, "loss_sem_seg": 0.3395176101475954, "lr": 0.01, "mask_rcnn/accuracy": 0.8778075885526624, "mask_rcnn/false_negative": 0.10738510080323194, "mask_rcnn/false_positive": 0.1433852155789513, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.756451697088778, "total_loss": 1.7542562915332383} {"data_time": 0.009467941708862782, "eta_seconds": 160610.93580927886, "iteration": 51639, "loss_fcos_cls": 0.2822574970778078, "loss_fcos_ctr": 0.6198609927669168, "loss_fcos_loc": 0.2048565538134426, "loss_mask": 0.28362251073122025, "loss_maskiou": 0.00643713706813287, "loss_sem_seg": 0.3107645232230425, "lr": 0.01, "mask_rcnn/accuracy": 0.8772390159071147, "mask_rcnn/false_negative": 0.0890426006743725, "mask_rcnn/false_positive": 0.15676883255932703, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7174160499125719, "total_loss": 1.6942697264894377} {"data_time": 0.01079392060637474, "eta_seconds": 160468.8948975373, "iteration": 51659, "loss_fcos_cls": 0.2818487383192405, "loss_fcos_ctr": 0.6203575544059277, "loss_fcos_loc": 0.19844543072395027, "loss_mask": 0.2707143099978566, "loss_maskiou": 0.006374992368364474, "loss_sem_seg": 0.3194646299816668, "lr": 0.01, "mask_rcnn/accuracy": 0.8802535533405685, "mask_rcnn/false_negative": 0.098531734957891, "mask_rcnn/false_positive": 0.14948893465272994, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 41.25, "time": 0.7206977512687445, "total_loss": 1.696248185573495} {"data_time": 0.009760217741131783, "eta_seconds": 160257.33125125058, "iteration": 51679, "loss_fcos_cls": 0.29473789944313467, "loss_fcos_ctr": 0.6239582714624703, "loss_fcos_loc": 0.22157046850770712, "loss_mask": 0.28199012856930494, "loss_maskiou": 0.007509001326980069, "loss_sem_seg": 0.3347878269851208, "lr": 0.01, "mask_rcnn/accuracy": 0.8474981510461328, "mask_rcnn/false_negative": 0.11068960732435026, "mask_rcnn/false_positive": 0.1692803566226474, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7252474678680301, "total_loss": 1.794064515925129} {"data_time": 0.00967460684478283, "eta_seconds": 160208.2537905369, "iteration": 51699, "loss_fcos_cls": 0.2840108731761575, "loss_fcos_ctr": 0.6218116232194006, "loss_fcos_loc": 0.21151036256924272, "loss_mask": 0.26781547721475363, "loss_maskiou": 0.006288375770964194, "loss_sem_seg": 0.36508251866325736, "lr": 0.01, "mask_rcnn/accuracy": 0.8803859572895961, "mask_rcnn/false_negative": 0.09012353821903116, "mask_rcnn/false_positive": 0.1584715171708839, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 42.0, "time": 0.731016824953258, "total_loss": 1.7604453766543884} {"data_time": 0.009712391532957554, "eta_seconds": 160035.74493050762, "iteration": 51719, "loss_fcos_cls": 0.28117804892826825, "loss_fcos_ctr": 0.6241736789233983, "loss_fcos_loc": 0.21213268116116524, "loss_mask": 0.2802088875323534, "loss_maskiou": 0.006521406845422462, "loss_sem_seg": 0.30928910057991743, "lr": 0.01, "mask_rcnn/accuracy": 0.8696286848072562, "mask_rcnn/false_negative": 0.08774061336282417, "mask_rcnn/false_positive": 0.14992442818697044, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.75, "time": 0.7117956867441535, "total_loss": 1.7370866138517158} {"data_time": 0.010470232926309109, "eta_seconds": 160108.14706070628, "iteration": 51739, "loss_fcos_cls": 0.28819982591085136, "loss_fcos_ctr": 0.6228488944470882, "loss_fcos_loc": 0.2152655995450914, "loss_mask": 0.2851029047742486, "loss_maskiou": 0.006751374668965582, "loss_sem_seg": 0.347916591912508, "lr": 0.01, "mask_rcnn/accuracy": 0.8697956356455625, "mask_rcnn/false_negative": 0.09023016171242657, "mask_rcnn/false_positive": 0.15944515325914793, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.25, "time": 0.7407745653763413, "total_loss": 1.7660122802335536} {"data_time": 0.010119992308318615, "eta_seconds": 160120.32610567845, "iteration": 51759, "loss_fcos_cls": 0.28188719879835844, "loss_fcos_ctr": 0.6198996715247631, "loss_fcos_loc": 0.20333439810201526, "loss_mask": 0.26815916784107685, "loss_maskiou": 0.006076322111766785, "loss_sem_seg": 0.29844252159819007, "lr": 0.01, "mask_rcnn/accuracy": 0.8679922862001944, "mask_rcnn/false_negative": 0.12172604495419939, "mask_rcnn/false_positive": 0.14787530775426067, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.728236049413681, "total_loss": 1.6739108273177408} {"data_time": 0.010827571153640747, "eta_seconds": 160078.80454929825, "iteration": 51779, "loss_fcos_cls": 0.2657930701971054, "loss_fcos_ctr": 0.6220098715275526, "loss_fcos_loc": 0.2058552367379889, "loss_mask": 0.27146340534090996, "loss_maskiou": 0.0061939570878166705, "loss_sem_seg": 0.2937428681179881, "lr": 0.01, "mask_rcnn/accuracy": 0.8828148311828055, "mask_rcnn/false_negative": 0.09215608216851977, "mask_rcnn/false_positive": 0.1739797028155056, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7385631259530783, "total_loss": 1.679734272081987} {"data_time": 0.009562831372022629, "eta_seconds": 160048.03090244997, "iteration": 51799, "loss_fcos_cls": 0.2836624449118972, "loss_fcos_ctr": 0.6230891710147262, "loss_fcos_loc": 0.208961934549734, "loss_mask": 0.2907271571457386, "loss_maskiou": 0.006415030446078163, "loss_sem_seg": 0.38088175654411316, "lr": 0.01, "mask_rcnn/accuracy": 0.8611494408369409, "mask_rcnn/false_negative": 0.11291496909331916, "mask_rcnn/false_positive": 0.14419726685764023, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7448407197371125, "total_loss": 1.7859850356617244} {"data_time": 0.009871006943285465, "eta_seconds": 160200.2894003084, "iteration": 51819, "loss_fcos_cls": 0.29662248492240906, "loss_fcos_ctr": 0.6241359126288444, "loss_fcos_loc": 0.2108920399332419, "loss_mask": 0.2723410055041313, "loss_maskiou": 0.006619877494813409, "loss_sem_seg": 0.3539919792674482, "lr": 0.01, "mask_rcnn/accuracy": 0.8744754162422284, "mask_rcnn/false_negative": 0.09189354530743354, "mask_rcnn/false_positive": 0.15522150347420255, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.7536789886653423, "total_loss": 1.770948590412445} {"data_time": 0.010830043815076351, "eta_seconds": 160259.1016176464, "iteration": 51839, "loss_fcos_cls": 0.2862325229216367, "loss_fcos_ctr": 0.6204825909808278, "loss_fcos_loc": 0.2029447585809976, "loss_mask": 0.2766351061873138, "loss_maskiou": 0.005653592117596418, "loss_sem_seg": 0.3044954901561141, "lr": 0.01, "mask_rcnn/accuracy": 0.8659125376954906, "mask_rcnn/false_negative": 0.11446492771986169, "mask_rcnn/false_positive": 0.13401272438664685, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7356025697663426, "total_loss": 1.7058267943793908} {"data_time": 0.009990769438445568, "eta_seconds": 160197.07583731413, "iteration": 51859, "loss_fcos_cls": 0.28654760168865323, "loss_fcos_ctr": 0.6222376534715295, "loss_fcos_loc": 0.21630118682514876, "loss_mask": 0.2810720205307007, "loss_maskiou": 0.006348463226458989, "loss_sem_seg": 0.3123669233173132, "lr": 0.01, "mask_rcnn/accuracy": 0.8645795660036166, "mask_rcnn/false_negative": 0.09674859704321974, "mask_rcnn/false_positive": 0.14629792194895191, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7298184195533395, "total_loss": 1.7365827187350078} {"data_time": 0.01024404913187027, "eta_seconds": 160229.71797866095, "iteration": 51879, "loss_fcos_cls": 0.26899116672575474, "loss_fcos_ctr": 0.6219915202818811, "loss_fcos_loc": 0.20193986245431006, "loss_mask": 0.2891062218695879, "loss_maskiou": 0.006788640966988169, "loss_sem_seg": 0.2946835090406239, "lr": 0.01, "mask_rcnn/accuracy": 0.8811985208668882, "mask_rcnn/false_negative": 0.09827595228762485, "mask_rcnn/false_positive": 0.12882672059780964, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.0, "time": 0.7447584960609674, "total_loss": 1.6782735438464442} {"data_time": 0.01054144836962223, "eta_seconds": 160176.8759159688, "iteration": 51899, "loss_fcos_cls": 0.28700266778469086, "loss_fcos_ctr": 0.6238387813791633, "loss_fcos_loc": 0.21166279434692115, "loss_mask": 0.28387612011283636, "loss_maskiou": 0.006446629402489634, "loss_sem_seg": 0.301337904878892, "lr": 0.01, "mask_rcnn/accuracy": 0.8837733369209753, "mask_rcnn/false_negative": 0.09821894836758611, "mask_rcnn/false_positive": 0.142838408638753, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7313506556674838, "total_loss": 1.7272227177309105} {"data_time": 0.00953779835253954, "eta_seconds": 160257.5730408663, "iteration": 51919, "loss_fcos_cls": 0.2839193881954998, "loss_fcos_ctr": 0.6245387480594218, "loss_fcos_loc": 0.21948673762381077, "loss_mask": 0.26759584341198206, "loss_maskiou": 0.005877776333363727, "loss_sem_seg": 0.3178008757531643, "lr": 0.01, "mask_rcnn/accuracy": 0.9028732833882968, "mask_rcnn/false_negative": 0.07612212430262681, "mask_rcnn/false_positive": 0.13200713835125238, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.5, "time": 0.7373695820569992, "total_loss": 1.7074321713735117} {"data_time": 0.01073805894702673, "eta_seconds": 160263.1099530179, "iteration": 51939, "loss_fcos_cls": 0.2863148204050958, "loss_fcos_ctr": 0.6244015488773584, "loss_fcos_loc": 0.2106066441629082, "loss_mask": 0.285896026995033, "loss_maskiou": 0.006508368882350624, "loss_sem_seg": 0.3116299600806087, "lr": 0.01, "mask_rcnn/accuracy": 0.8807460768398269, "mask_rcnn/false_negative": 0.09701137189791983, "mask_rcnn/false_positive": 0.1513376926832155, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.0, "time": 0.7387726018205285, "total_loss": 1.7130859052267624} {"data_time": 0.00955641083419323, "eta_seconds": 160352.36300630216, "iteration": 51959, "loss_fcos_cls": 0.2880697214859538, "loss_fcos_ctr": 0.622667457908392, "loss_fcos_loc": 0.21035134803969413, "loss_mask": 0.27037202287465334, "loss_maskiou": 0.006067459604309988, "loss_sem_seg": 0.3246917254291475, "lr": 0.01, "mask_rcnn/accuracy": 0.8601075506733306, "mask_rcnn/false_negative": 0.10958403817301754, "mask_rcnn/false_positive": 0.15745958940668162, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.0, "time": 0.7458136444911361, "total_loss": 1.7326991976588033} {"data_time": 0.011246244423091412, "eta_seconds": 160319.83709522244, "iteration": 51979, "loss_fcos_cls": 0.2741549448110163, "loss_fcos_ctr": 0.6194194238632917, "loss_fcos_loc": 0.1998029223177582, "loss_mask": 0.2688572723418474, "loss_maskiou": 0.005991465121041983, "loss_sem_seg": 0.2867037020623684, "lr": 0.01, "mask_rcnn/accuracy": 0.8801615934998788, "mask_rcnn/false_negative": 0.07830445874138728, "mask_rcnn/false_positive": 0.14009405116736418, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.7262742444872856, "total_loss": 1.6652973832606222} {"data_time": 0.010116486810147762, "eta_seconds": 160305.13026999962, "iteration": 51999, "loss_fcos_cls": 0.26884993514977396, "loss_fcos_ctr": 0.6238558990880847, "loss_fcos_loc": 0.20869997248519212, "loss_mask": 0.2724649291485548, "loss_maskiou": 0.005977349872409832, "loss_sem_seg": 0.28025976940989494, "lr": 0.01, "mask_rcnn/accuracy": 0.8840906943585516, "mask_rcnn/false_negative": 0.09871181411129822, "mask_rcnn/false_positive": 0.1314493490565319, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7406171420589089, "total_loss": 1.6614364839551854} {"data_time": 0.008895494043827057, "eta_seconds": 160308.23762722034, "iteration": 52019, "loss_fcos_cls": 0.2896385508356616, "loss_fcos_ctr": 0.6241641119122505, "loss_fcos_loc": 0.20879407925531268, "loss_mask": 0.28677155170589685, "loss_maskiou": 0.006172919078380801, "loss_sem_seg": 0.30549136456102133, "lr": 0.01, "mask_rcnn/accuracy": 0.8861958936192045, "mask_rcnn/false_negative": 0.08503664533204347, "mask_rcnn/false_positive": 0.1467498545623481, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.7389699155464768, "total_loss": 1.737055553297978} {"data_time": 0.010014028288424015, "eta_seconds": 160315.83961222786, "iteration": 52039, "loss_fcos_cls": 0.27030301291961223, "loss_fcos_ctr": 0.617788159288466, "loss_fcos_loc": 0.1959629177581519, "loss_mask": 0.2747966209426522, "loss_maskiou": 0.005940707836998627, "loss_sem_seg": 0.2980816075578332, "lr": 0.01, "mask_rcnn/accuracy": 0.8839761233440745, "mask_rcnn/false_negative": 0.09560139991166247, "mask_rcnn/false_positive": 0.1607702686310976, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.0, "time": 0.7470096405595541, "total_loss": 1.689055220253067} {"data_time": 0.010134933516383171, "eta_seconds": 160352.44077409152, "iteration": 52059, "loss_fcos_cls": 0.27256176935043186, "loss_fcos_ctr": 0.622952907346189, "loss_fcos_loc": 0.211632042308338, "loss_mask": 0.2874634778127074, "loss_maskiou": 0.005956791119388072, "loss_sem_seg": 0.31851181644015014, "lr": 0.01, "mask_rcnn/accuracy": 0.8697225666623158, "mask_rcnn/false_negative": 0.10042929521231425, "mask_rcnn/false_positive": 0.16423852928732763, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.745688327588141, "total_loss": 1.7323594259614765} {"data_time": 0.010086587630212307, "eta_seconds": 160359.46465022676, "iteration": 52079, "loss_fcos_cls": 0.2910429611802101, "loss_fcos_ctr": 0.6249899417161942, "loss_fcos_loc": 0.21158132562413812, "loss_mask": 0.2717069825157523, "loss_maskiou": 0.006236164161236957, "loss_sem_seg": 0.30711415503174067, "lr": 0.01, "mask_rcnn/accuracy": 0.8700573536583291, "mask_rcnn/false_negative": 0.10110270013088617, "mask_rcnn/false_positive": 0.17417400063372024, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7449411656707525, "total_loss": 1.7169732493784977} {"data_time": 0.010309331119060516, "eta_seconds": 160336.46216645, "iteration": 52099, "loss_fcos_cls": 0.2833822788670659, "loss_fcos_ctr": 0.6191492602229118, "loss_fcos_loc": 0.20326536986976862, "loss_mask": 0.2656823890283704, "loss_maskiou": 0.005923700635321438, "loss_sem_seg": 0.2967039936920628, "lr": 0.01, "mask_rcnn/accuracy": 0.8804262849954072, "mask_rcnn/false_negative": 0.08982836936580227, "mask_rcnn/false_positive": 0.1478281821413182, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.755914444103837, "total_loss": 1.6976770145265618} {"data_time": 0.01031582336872816, "eta_seconds": 160321.74571612012, "iteration": 52119, "loss_fcos_cls": 0.27505633560940623, "loss_fcos_ctr": 0.6221028259024024, "loss_fcos_loc": 0.20558199635706842, "loss_mask": 0.27521710377186537, "loss_maskiou": 0.005701943751773797, "loss_sem_seg": 0.2843953799456358, "lr": 0.01, "mask_rcnn/accuracy": 0.8761307059055505, "mask_rcnn/false_negative": 0.08210722565677134, "mask_rcnn/false_positive": 0.14979731328646156, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7242575362324715, "total_loss": 1.6873872133874102} {"data_time": 0.009626404382288456, "eta_seconds": 160373.27960108407, "iteration": 52139, "loss_fcos_cls": 0.27651994721964, "loss_fcos_ctr": 0.6204672968015075, "loss_fcos_loc": 0.20477660023607314, "loss_mask": 0.28211998008191586, "loss_maskiou": 0.006583603397302795, "loss_sem_seg": 0.3092614528723061, "lr": 0.01, "mask_rcnn/accuracy": 0.8790502930191288, "mask_rcnn/false_negative": 0.10169917243700734, "mask_rcnn/false_positive": 0.13037793652200025, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.0, "time": 0.7477795882150531, "total_loss": 1.7283900026595802} {"data_time": 0.010831368155777454, "eta_seconds": 160330.53180101607, "iteration": 52159, "loss_fcos_cls": 0.29319630132522434, "loss_fcos_ctr": 0.6236883960664272, "loss_fcos_loc": 0.21510846761520952, "loss_mask": 0.27361789904534817, "loss_maskiou": 0.006133120165031869, "loss_sem_seg": 0.3232972822152078, "lr": 0.01, "mask_rcnn/accuracy": 0.8697726452872188, "mask_rcnn/false_negative": 0.10211705455978926, "mask_rcnn/false_positive": 0.17072519603497116, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 39.5, "time": 0.7317514847964048, "total_loss": 1.7278675935740466} {"data_time": 0.010214008390903473, "eta_seconds": 160382.7790979538, "iteration": 52179, "loss_fcos_cls": 0.26848711213096976, "loss_fcos_ctr": 0.6230361713096499, "loss_fcos_loc": 0.20477091442444362, "loss_mask": 0.2808178449049592, "loss_maskiou": 0.006201245181728154, "loss_sem_seg": 0.30427713226526976, "lr": 0.01, "mask_rcnn/accuracy": 0.8838620348178992, "mask_rcnn/false_negative": 0.09570704485769166, "mask_rcnn/false_positive": 0.1397348000674422, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.75, "time": 0.7572171567007899, "total_loss": 1.7108112738278578} {"data_time": 0.010743752121925354, "eta_seconds": 160280.21467371844, "iteration": 52199, "loss_fcos_cls": 0.2752821317408234, "loss_fcos_ctr": 0.6229579234495759, "loss_fcos_loc": 0.2057545508723706, "loss_mask": 0.2715621986426413, "loss_maskiou": 0.00643003560253419, "loss_sem_seg": 0.3271437007933855, "lr": 0.01, "mask_rcnn/accuracy": 0.8557119794785479, "mask_rcnn/false_negative": 0.09577192772232185, "mask_rcnn/false_positive": 0.18442044965723028, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7305394997820258, "total_loss": 1.7128275920149463} {"data_time": 0.010772552341222763, "eta_seconds": 160256.44417468272, "iteration": 52219, "loss_fcos_cls": 0.2702999389730394, "loss_fcos_ctr": 0.6219616550952196, "loss_fcos_loc": 0.20549989375285804, "loss_mask": 0.2673311564140022, "loss_maskiou": 0.0058676739208749495, "loss_sem_seg": 0.3561441143974662, "lr": 0.01, "mask_rcnn/accuracy": 0.8905169999726799, "mask_rcnn/false_negative": 0.08256690477073023, "mask_rcnn/false_positive": 0.1466508057415513, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.75, "time": 0.7555144494399428, "total_loss": 1.7254436286602868} {"data_time": 0.010051156394183636, "eta_seconds": 160241.72696389072, "iteration": 52239, "loss_fcos_cls": 0.27165647014044225, "loss_fcos_ctr": 0.6222362285479903, "loss_fcos_loc": 0.20073405373841524, "loss_mask": 0.27822386333718896, "loss_maskiou": 0.0057539672998245806, "loss_sem_seg": 0.30374769284389913, "lr": 0.01, "mask_rcnn/accuracy": 0.8911379705991986, "mask_rcnn/false_negative": 0.07815978446769051, "mask_rcnn/false_positive": 0.15036777160557319, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 27.5, "time": 0.7443737182766199, "total_loss": 1.6921565971133532} {"data_time": 0.011108913458883762, "eta_seconds": 160256.9320049258, "iteration": 52259, "loss_fcos_cls": 0.2823648634366691, "loss_fcos_ctr": 0.6230021845549345, "loss_fcos_loc": 0.21315737627446651, "loss_mask": 0.27978080697357655, "loss_maskiou": 0.00655063810700085, "loss_sem_seg": 0.3147555640898645, "lr": 0.01, "mask_rcnn/accuracy": 0.8868733232729711, "mask_rcnn/false_negative": 0.0868627615553845, "mask_rcnn/false_positive": 0.14293792476561923, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 25.5, "time": 0.7349504139274359, "total_loss": 1.7142746999306837} {"data_time": 0.010378490202128887, "eta_seconds": 160221.34250520729, "iteration": 52279, "loss_fcos_cls": 0.2705301040550694, "loss_fcos_ctr": 0.6225194111466408, "loss_fcos_loc": 0.21479407395236194, "loss_mask": 0.261903484351933, "loss_maskiou": 0.005889826272323262, "loss_sem_seg": 0.2958338181488216, "lr": 0.01, "mask_rcnn/accuracy": 0.8792778849344616, "mask_rcnn/false_negative": 0.09214038822442473, "mask_rcnn/false_positive": 0.15785181970039558, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.5, "time": 0.7189472643658519, "total_loss": 1.6821743144282664} {"data_time": 0.009930534288287163, "eta_seconds": 160267.84194354527, "iteration": 52299, "loss_fcos_cls": 0.2916503662709147, "loss_fcos_ctr": 0.623337322846055, "loss_fcos_loc": 0.2158179049147293, "loss_mask": 0.28526053577661514, "loss_maskiou": 0.006122392994257098, "loss_sem_seg": 0.3681101987604052, "lr": 0.01, "mask_rcnn/accuracy": 0.8574653999530847, "mask_rcnn/false_negative": 0.09480690426626663, "mask_rcnn/false_positive": 0.18098640721987, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.75, "time": 0.7355880802497268, "total_loss": 1.7524290714063682} {"data_time": 0.009206296876072884, "eta_seconds": 160289.8687864868, "iteration": 52319, "loss_fcos_cls": 0.2797317486256361, "loss_fcos_ctr": 0.6222483869642019, "loss_fcos_loc": 0.20774734928272665, "loss_mask": 0.2847829321399331, "loss_maskiou": 0.006042481989425141, "loss_sem_seg": 0.30115205608308315, "lr": 0.01, "mask_rcnn/accuracy": 0.877878154466915, "mask_rcnn/false_negative": 0.08777412608623125, "mask_rcnn/false_positive": 0.16470326956186698, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 42.0, "time": 0.7570643294602633, "total_loss": 1.6981076554511674} {"data_time": 0.00931471399962902, "eta_seconds": 160198.05216805357, "iteration": 52339, "loss_fcos_cls": 0.2788451914675534, "loss_fcos_ctr": 0.620748171582818, "loss_fcos_loc": 0.20309440174605697, "loss_mask": 0.2640469279140234, "loss_maskiou": 0.005758691782830283, "loss_sem_seg": 0.31414478877559304, "lr": 0.01, "mask_rcnn/accuracy": 0.8755280018984337, "mask_rcnn/false_negative": 0.09134250449263774, "mask_rcnn/false_positive": 0.15208764456782872, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.0, "time": 0.7312111305072904, "total_loss": 1.6701014070422389} {"data_time": 0.01084431353956461, "eta_seconds": 160145.14831216168, "iteration": 52359, "loss_fcos_cls": 0.2819142332300544, "loss_fcos_ctr": 0.6200846321880817, "loss_fcos_loc": 0.21099780115764588, "loss_mask": 0.27203845512121916, "loss_maskiou": 0.005849453940754756, "loss_sem_seg": 0.2943864339031279, "lr": 0.01, "mask_rcnn/accuracy": 0.88067863870151, "mask_rcnn/false_negative": 0.09609300439228076, "mask_rcnn/false_positive": 0.14984976202876304, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7134544039145112, "total_loss": 1.6745923264243174} {"data_time": 0.008957973681390285, "eta_seconds": 160130.4318618318, "iteration": 52379, "loss_fcos_cls": 0.28854553075507283, "loss_fcos_ctr": 0.6216919627040625, "loss_fcos_loc": 0.2077615213347599, "loss_mask": 0.2807995593175292, "loss_maskiou": 0.00657819390653458, "loss_sem_seg": 0.3445591889321804, "lr": 0.01, "mask_rcnn/accuracy": 0.8874844604961549, "mask_rcnn/false_negative": 0.09248029168687207, "mask_rcnn/false_positive": 0.14189491316961658, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7294735433533788, "total_loss": 1.7706374692788813} {"data_time": 0.01011621206998825, "eta_seconds": 160043.557863825, "iteration": 52399, "loss_fcos_cls": 0.2774290863890201, "loss_fcos_ctr": 0.622321161441505, "loss_fcos_loc": 0.21046535670757294, "loss_mask": 0.2715740539133549, "loss_maskiou": 0.005508271089638583, "loss_sem_seg": 0.33102967124432325, "lr": 0.01, "mask_rcnn/accuracy": 0.8677056139229103, "mask_rcnn/false_negative": 0.09816729476592616, "mask_rcnn/false_positive": 0.17575453699922047, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 42.0, "time": 0.7245501661673188, "total_loss": 1.7393118409054296} {"data_time": 0.010417015291750431, "eta_seconds": 159939.1648818506, "iteration": 52419, "loss_fcos_cls": 0.28187987208366394, "loss_fcos_ctr": 0.6224366957321763, "loss_fcos_loc": 0.2006443254649639, "loss_mask": 0.2706420114263892, "loss_maskiou": 0.006804440781706944, "loss_sem_seg": 0.30257797706872225, "lr": 0.01, "mask_rcnn/accuracy": 0.8864116107147466, "mask_rcnn/false_negative": 0.10687141183161794, "mask_rcnn/false_positive": 0.12848570210312124, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.5, "time": 0.7248166836798191, "total_loss": 1.668697451637854} {"data_time": 0.009601403027772903, "eta_seconds": 159924.46330727544, "iteration": 52439, "loss_fcos_cls": 0.2731284638866782, "loss_fcos_ctr": 0.6220027273520827, "loss_fcos_loc": 0.20834023132920265, "loss_mask": 0.28084621019661427, "loss_maskiou": 0.006947807487449609, "loss_sem_seg": 0.2809165995568037, "lr": 0.01, "mask_rcnn/accuracy": 0.8743081613508443, "mask_rcnn/false_negative": 0.0908093328242034, "mask_rcnn/false_positive": 0.15657878635383668, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 30.0, "time": 0.7275936314836144, "total_loss": 1.6799457356792118} {"data_time": 0.009296280331909657, "eta_seconds": 159909.76173270028, "iteration": 52459, "loss_fcos_cls": 0.2734338315203786, "loss_fcos_ctr": 0.6247860318981111, "loss_fcos_loc": 0.21243580209556967, "loss_mask": 0.2802420146763325, "loss_maskiou": 0.006293412494414952, "loss_sem_seg": 0.3082182710058987, "lr": 0.01, "mask_rcnn/accuracy": 0.8830418263141864, "mask_rcnn/false_negative": 0.09790525731379282, "mask_rcnn/false_positive": 0.1614697161762938, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7455713311210275, "total_loss": 1.704858984434395} {"data_time": 0.009885464794933796, "eta_seconds": 159933.4162649056, "iteration": 52479, "loss_fcos_cls": 0.27136489003896713, "loss_fcos_ctr": 0.621582128573209, "loss_fcos_loc": 0.20769377250690013, "loss_mask": 0.2835508454591036, "loss_maskiou": 0.006422725084121339, "loss_sem_seg": 0.2795738079585135, "lr": 0.01, "mask_rcnn/accuracy": 0.8892148045658941, "mask_rcnn/false_negative": 0.09113097438201381, "mask_rcnn/false_positive": 0.13426890640464872, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7405469613149762, "total_loss": 1.6789125152718043} {"data_time": 0.00945037230849266, "eta_seconds": 159844.2489900738, "iteration": 52499, "loss_fcos_cls": 0.2860030102310702, "loss_fcos_ctr": 0.6245137043297291, "loss_fcos_loc": 0.21442451496841386, "loss_mask": 0.26631678082048893, "loss_maskiou": 0.006524658572743647, "loss_sem_seg": 0.3372917070519179, "lr": 0.01, "mask_rcnn/accuracy": 0.8780757683847571, "mask_rcnn/false_negative": 0.09688717208410409, "mask_rcnn/false_positive": 0.11587175750669222, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.75, "time": 0.7292453609406948, "total_loss": 1.7114737181909732} {"data_time": 0.009652373380959034, "eta_seconds": 159823.14444121253, "iteration": 52519, "loss_fcos_cls": 0.2925050691701472, "loss_fcos_ctr": 0.6237418851815164, "loss_fcos_loc": 0.21294196718372405, "loss_mask": 0.28204569313675165, "loss_maskiou": 0.0059392479015514255, "loss_sem_seg": 0.30293641705065966, "lr": 0.01, "mask_rcnn/accuracy": 0.8856374947938359, "mask_rcnn/false_negative": 0.09500375889521137, "mask_rcnn/false_positive": 0.14952962641493356, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.5, "time": 0.7284215642139316, "total_loss": 1.7087046584347263} {"data_time": 0.010311013087630272, "eta_seconds": 159808.44677618053, "iteration": 52539, "loss_fcos_cls": 0.2781951813958585, "loss_fcos_ctr": 0.6222289521247149, "loss_fcos_loc": 0.21536441496573389, "loss_mask": 0.2751865917816758, "loss_maskiou": 0.005560895137023181, "loss_sem_seg": 0.33000208204612136, "lr": 0.01, "mask_rcnn/accuracy": 0.8937198573459234, "mask_rcnn/false_negative": 0.08824551832259186, "mask_rcnn/false_positive": 0.1189933658574783, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.74577347189188, "total_loss": 1.7162153561002924} {"data_time": 0.00913346279412508, "eta_seconds": 159785.92482068203, "iteration": 52559, "loss_fcos_cls": 0.2748492690734565, "loss_fcos_ctr": 0.6225460842251778, "loss_fcos_loc": 0.21602977334987372, "loss_mask": 0.30346097983419895, "loss_maskiou": 0.007405074895359576, "loss_sem_seg": 0.3175118458457291, "lr": 0.01, "mask_rcnn/accuracy": 0.869759147732247, "mask_rcnn/false_negative": 0.0951213750958051, "mask_rcnn/false_positive": 0.14412901091534353, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.25, "time": 0.7256580889225006, "total_loss": 1.731183052790584} {"data_time": 0.009778719395399094, "eta_seconds": 159803.91508092452, "iteration": 52579, "loss_fcos_cls": 0.2802385732065886, "loss_fcos_ctr": 0.6212677527219057, "loss_fcos_loc": 0.20465362817049026, "loss_mask": 0.2754469206556678, "loss_maskiou": 0.005814172596728895, "loss_sem_seg": 0.301595997530967, "lr": 0.01, "mask_rcnn/accuracy": 0.8750752931213397, "mask_rcnn/false_negative": 0.09830919481345056, "mask_rcnn/false_positive": 0.13221884997253341, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.7370720356702805, "total_loss": 1.6737966757918912} {"data_time": 0.01041167601943016, "eta_seconds": 159878.1587816449, "iteration": 52599, "loss_fcos_cls": 0.2774869443383068, "loss_fcos_ctr": 0.6213264036923647, "loss_fcos_loc": 0.20636742655187845, "loss_mask": 0.27795078605413437, "loss_maskiou": 0.0062874851282685995, "loss_sem_seg": 0.3105277009308338, "lr": 0.01, "mask_rcnn/accuracy": 0.8821101238790972, "mask_rcnn/false_negative": 0.10594759108460211, "mask_rcnn/false_positive": 0.12966650017574477, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.75, "time": 0.7415169179439545, "total_loss": 1.706861464161193} {"data_time": 0.010428532026708126, "eta_seconds": 159741.83398459665, "iteration": 52619, "loss_fcos_cls": 0.2691279109567404, "loss_fcos_ctr": 0.6211451655253768, "loss_fcos_loc": 0.20722723298240453, "loss_mask": 0.28187071019783616, "loss_maskiou": 0.006649421062320471, "loss_sem_seg": 0.3137850118800998, "lr": 0.01, "mask_rcnn/accuracy": 0.8699508638682746, "mask_rcnn/false_negative": 0.10781918904841813, "mask_rcnn/false_positive": 0.15520805297971585, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.75, "time": 0.7188546909019351, "total_loss": 1.7036482135445112} {"data_time": 0.010405835695564747, "eta_seconds": 159713.78839118872, "iteration": 52639, "loss_fcos_cls": 0.2859281513374299, "loss_fcos_ctr": 0.6263269195333123, "loss_fcos_loc": 0.21685590455308557, "loss_mask": 0.2948480499908328, "loss_maskiou": 0.0065538787603145465, "loss_sem_seg": 0.3270915625616908, "lr": 0.01, "mask_rcnn/accuracy": 0.8602941176470589, "mask_rcnn/false_negative": 0.11507508893000126, "mask_rcnn/false_positive": 0.17735891004279514, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.75, "time": 0.7272706795483828, "total_loss": 1.7552285724959802} {"data_time": 0.009396087378263474, "eta_seconds": 159799.9491794519, "iteration": 52659, "loss_fcos_cls": 0.2668899637646973, "loss_fcos_ctr": 0.6198181491345167, "loss_fcos_loc": 0.20396122056990862, "loss_mask": 0.27931291423738003, "loss_maskiou": 0.006570344587089494, "loss_sem_seg": 0.31678258860483766, "lr": 0.01, "mask_rcnn/accuracy": 0.8680269939608496, "mask_rcnn/false_negative": 0.12096919780727616, "mask_rcnn/false_positive": 0.14274296726446323, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.25, "time": 0.7265862273052335, "total_loss": 1.7197974277369212} {"data_time": 0.01002812385559082, "eta_seconds": 159819.32624314446, "iteration": 52679, "loss_fcos_cls": 0.28058052505366504, "loss_fcos_ctr": 0.6236436497420073, "loss_fcos_loc": 0.21035885013407096, "loss_mask": 0.27415117621421814, "loss_maskiou": 0.006018692220095545, "loss_sem_seg": 0.30096811428666115, "lr": 0.01, "mask_rcnn/accuracy": 0.8932639488861907, "mask_rcnn/false_negative": 0.08733232935890604, "mask_rcnn/false_positive": 0.13387311514872086, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7282019667327404, "total_loss": 1.688457173993811} {"data_time": 0.010191258043050766, "eta_seconds": 159876.44546458777, "iteration": 52699, "loss_fcos_cls": 0.27703955315519124, "loss_fcos_ctr": 0.6200871453620493, "loss_fcos_loc": 0.2020344398333691, "loss_mask": 0.27449189219623804, "loss_maskiou": 0.005914912384469062, "loss_sem_seg": 0.3208903439808637, "lr": 0.01, "mask_rcnn/accuracy": 0.8860808929115356, "mask_rcnn/false_negative": 0.09308013060606049, "mask_rcnn/false_positive": 0.14610036202286142, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.75, "time": 0.7418676093220711, "total_loss": 1.7114062460314017} {"data_time": 0.009046338498592377, "eta_seconds": 159861.73071909975, "iteration": 52719, "loss_fcos_cls": 0.28360237984452397, "loss_fcos_ctr": 0.6196932261809707, "loss_fcos_loc": 0.20903238002210855, "loss_mask": 0.2742305202409625, "loss_maskiou": 0.006455860784626566, "loss_sem_seg": 0.3051403663121164, "lr": 0.01, "mask_rcnn/accuracy": 0.8803117557091487, "mask_rcnn/false_negative": 0.09110588043008133, "mask_rcnn/false_positive": 0.13309698782688298, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7297484101727605, "total_loss": 1.696306419558823} {"data_time": 0.010228866711258888, "eta_seconds": 159787.5324433716, "iteration": 52739, "loss_fcos_cls": 0.29844290763139725, "loss_fcos_ctr": 0.620850246399641, "loss_fcos_loc": 0.212990011961665, "loss_mask": 0.2833435870707035, "loss_maskiou": 0.006662372812570538, "loss_sem_seg": 0.3006599131040275, "lr": 0.01, "mask_rcnn/accuracy": 0.8782421553786349, "mask_rcnn/false_negative": 0.10459358457584075, "mask_rcnn/false_positive": 0.15116557226734503, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.0, "time": 0.7372619761154056, "total_loss": 1.718691050362395} {"data_time": 0.009503625333309174, "eta_seconds": 159772.82317365054, "iteration": 52759, "loss_fcos_cls": 0.2880856338888407, "loss_fcos_ctr": 0.6222942918539047, "loss_fcos_loc": 0.20415944629348814, "loss_mask": 0.27449116948992014, "loss_maskiou": 0.006125024356151698, "loss_sem_seg": 0.3136220423039049, "lr": 0.01, "mask_rcnn/accuracy": 0.8727844942324756, "mask_rcnn/false_negative": 0.11499102073053005, "mask_rcnn/false_positive": 0.15036908679725774, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.25, "time": 0.7178309531882405, "total_loss": 1.7136483559988847} {"data_time": 0.010460302233695984, "eta_seconds": 159707.48236310575, "iteration": 52779, "loss_fcos_cls": 0.28509092377498746, "loss_fcos_ctr": 0.6231283685192466, "loss_fcos_loc": 0.21161658281926066, "loss_mask": 0.2728688195347786, "loss_maskiou": 0.006450622444390319, "loss_sem_seg": 0.3349891840480268, "lr": 0.01, "mask_rcnn/accuracy": 0.875875215447256, "mask_rcnn/false_negative": 0.09905349469602345, "mask_rcnn/false_positive": 0.15098255244687875, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.7138154963031411, "total_loss": 1.7450788479109178} {"data_time": 0.009554204531013966, "eta_seconds": 159609.47044845298, "iteration": 52799, "loss_fcos_cls": 0.29148091189563274, "loss_fcos_ctr": 0.6258555697277188, "loss_fcos_loc": 0.21357332565821707, "loss_mask": 0.27540145721286535, "loss_maskiou": 0.005809099326143041, "loss_sem_seg": 0.31884270813316107, "lr": 0.01, "mask_rcnn/accuracy": 0.8872082453671124, "mask_rcnn/false_negative": 0.09829909148421898, "mask_rcnn/false_positive": 0.14558073996673043, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.7274193735793233, "total_loss": 1.7557935355507652} {"data_time": 0.009245485067367554, "eta_seconds": 159508.54608167708, "iteration": 52819, "loss_fcos_cls": 0.27843378216493875, "loss_fcos_ctr": 0.6210707202553749, "loss_fcos_loc": 0.201369063812308, "loss_mask": 0.2684634393081069, "loss_maskiou": 0.0053783654439030215, "loss_sem_seg": 0.29686845815740526, "lr": 0.01, "mask_rcnn/accuracy": 0.8754405224281726, "mask_rcnn/false_negative": 0.09445431374275512, "mask_rcnn/false_positive": 0.14958790464809105, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.0, "time": 0.7644520038738847, "total_loss": 1.6887227962870384} {"data_time": 0.009881715290248394, "eta_seconds": 159339.8007359393, "iteration": 52839, "loss_fcos_cls": 0.29137924592942, "loss_fcos_ctr": 0.6233668187633157, "loss_fcos_loc": 0.2090436820872128, "loss_mask": 0.26475059892982244, "loss_maskiou": 0.0057841662637656555, "loss_sem_seg": 0.350041295401752, "lr": 0.01, "mask_rcnn/accuracy": 0.8650334994683301, "mask_rcnn/false_negative": 0.1015055475516896, "mask_rcnn/false_positive": 0.14846834847126072, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 37.5, "time": 0.7179984226822853, "total_loss": 1.7339241024383227} {"data_time": 0.009462421759963036, "eta_seconds": 159400.51623922028, "iteration": 52859, "loss_fcos_cls": 0.2838282836601138, "loss_fcos_ctr": 0.6209072028286755, "loss_fcos_loc": 0.20616245025303215, "loss_mask": 0.28357503237202764, "loss_maskiou": 0.00649901670840336, "loss_sem_seg": 0.26389289554208517, "lr": 0.01, "mask_rcnn/accuracy": 0.8724888959851366, "mask_rcnn/false_negative": 0.10698842647452986, "mask_rcnn/false_positive": 0.13801069741386265, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.7372321709990501, "total_loss": 1.6821709518990247} {"data_time": 0.00987870991230011, "eta_seconds": 159310.45111962035, "iteration": 52879, "loss_fcos_cls": 0.2730922130867839, "loss_fcos_ctr": 0.6254024375230074, "loss_fcos_loc": 0.21351899777073413, "loss_mask": 0.2668256340548396, "loss_maskiou": 0.005818807156174444, "loss_sem_seg": 0.285936436150223, "lr": 0.01, "mask_rcnn/accuracy": 0.8693846635355791, "mask_rcnn/false_negative": 0.09539729213751082, "mask_rcnn/false_positive": 0.16273729597160502, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.736747152172029, "total_loss": 1.6761020965350326} {"data_time": 0.011209944263100624, "eta_seconds": 159398.41759326775, "iteration": 52899, "loss_fcos_cls": 0.28340219805249944, "loss_fcos_ctr": 0.6222095442935824, "loss_fcos_loc": 0.21210740867536515, "loss_mask": 0.26912194583564997, "loss_maskiou": 0.005976245418423787, "loss_sem_seg": 0.3128378759138286, "lr": 0.01, "mask_rcnn/accuracy": 0.8748013235906608, "mask_rcnn/false_negative": 0.10122312929490263, "mask_rcnn/false_positive": 0.1437194793714677, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.5, "time": 0.7374428175389767, "total_loss": 1.6816478505134} {"data_time": 0.009843798354268074, "eta_seconds": 159521.28882657364, "iteration": 52919, "loss_fcos_cls": 0.2892508264631033, "loss_fcos_ctr": 0.6219294425100088, "loss_fcos_loc": 0.20303147158119828, "loss_mask": 0.27767576556652784, "loss_maskiou": 0.006548728546476923, "loss_sem_seg": 0.3080954644829035, "lr": 0.01, "mask_rcnn/accuracy": 0.8750553774312855, "mask_rcnn/false_negative": 0.0924401495985486, "mask_rcnn/false_positive": 0.1577560346301506, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7418446773663163, "total_loss": 1.7252914754426456} {"data_time": 0.009831919334828854, "eta_seconds": 159408.68920402415, "iteration": 52939, "loss_fcos_cls": 0.2861293831374496, "loss_fcos_ctr": 0.6204398679547012, "loss_fcos_loc": 0.20421390375122428, "loss_mask": 0.26802865508943796, "loss_maskiou": 0.005729471937229391, "loss_sem_seg": 0.28939505433663726, "lr": 0.01, "mask_rcnn/accuracy": 0.8801198363960969, "mask_rcnn/false_negative": 0.09717823400763895, "mask_rcnn/false_positive": 0.13370615374678196, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.0, "time": 0.7240889044478536, "total_loss": 1.7004727644234663} {"data_time": 0.009467355906963348, "eta_seconds": 159300.98655989114, "iteration": 52959, "loss_fcos_cls": 0.2758199656382203, "loss_fcos_ctr": 0.6218696506693959, "loss_fcos_loc": 0.20453198219183832, "loss_mask": 0.2720663766376674, "loss_maskiou": 0.006659556340309791, "loss_sem_seg": 0.3074995004571974, "lr": 0.01, "mask_rcnn/accuracy": 0.8901367951361729, "mask_rcnn/false_negative": 0.1012272972243217, "mask_rcnn/false_positive": 0.15360938017655273, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.25, "time": 0.7379348548129201, "total_loss": 1.6794760394841433} {"data_time": 0.010044698603451252, "eta_seconds": 159439.302373996, "iteration": 52979, "loss_fcos_cls": 0.3009699806571007, "loss_fcos_ctr": 0.6241629309952259, "loss_fcos_loc": 0.22148668207228184, "loss_mask": 0.2908401032909751, "loss_maskiou": 0.00661239554756321, "loss_sem_seg": 0.35316396690905094, "lr": 0.01, "mask_rcnn/accuracy": 0.8813131258445652, "mask_rcnn/false_negative": 0.0806149635641363, "mask_rcnn/false_positive": 0.1548296352258352, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.25, "time": 0.7408739840611815, "total_loss": 1.7766523750615306} {"data_time": 0.010452027432620525, "eta_seconds": 159324.99627434555, "iteration": 52999, "loss_fcos_cls": 0.2969533645082265, "loss_fcos_ctr": 0.6232894342392683, "loss_fcos_loc": 0.21652760659344494, "loss_mask": 0.2800803994759917, "loss_maskiou": 0.006033922283677384, "loss_sem_seg": 0.33857842814177275, "lr": 0.01, "mask_rcnn/accuracy": 0.8618027943936195, "mask_rcnn/false_negative": 0.097529928034858, "mask_rcnn/false_positive": 0.17513535076679346, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7319293171167374, "total_loss": 1.7708173016289948} {"data_time": 0.009740874171257019, "eta_seconds": 159173.12097761035, "iteration": 53019, "loss_fcos_cls": 0.2808035642374307, "loss_fcos_ctr": 0.6223282972350717, "loss_fcos_loc": 0.2059327428578399, "loss_mask": 0.2661828612908721, "loss_maskiou": 0.005928799917455763, "loss_sem_seg": 0.3288270039483905, "lr": 0.01, "mask_rcnn/accuracy": 0.8923710986307789, "mask_rcnn/false_negative": 0.10070470683105687, "mask_rcnn/false_positive": 0.13574654571579028, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7174433739855886, "total_loss": 1.7115721866866807} {"data_time": 0.009059518575668335, "eta_seconds": 159017.791082778, "iteration": 53039, "loss_fcos_cls": 0.27467970456928015, "loss_fcos_ctr": 0.6200505504384637, "loss_fcos_loc": 0.20188821014016867, "loss_mask": 0.259624894708395, "loss_maskiou": 0.005580244614975527, "loss_sem_seg": 0.31143085891380906, "lr": 0.01, "mask_rcnn/accuracy": 0.8659045990256424, "mask_rcnn/false_negative": 0.10639007671304337, "mask_rcnn/false_positive": 0.1602780252142442, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7102564517408609, "total_loss": 1.691332627160591} {"data_time": 0.009473755024373531, "eta_seconds": 159008.73606693745, "iteration": 53059, "loss_fcos_cls": 0.2718705730512738, "loss_fcos_ctr": 0.623726250603795, "loss_fcos_loc": 0.21010795491747558, "loss_mask": 0.26987160835415125, "loss_maskiou": 0.006047808165021706, "loss_sem_seg": 0.3233660007826984, "lr": 0.01, "mask_rcnn/accuracy": 0.8752764004288395, "mask_rcnn/false_negative": 0.09571768823717466, "mask_rcnn/false_positive": 0.13265195292202847, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.0, "time": 0.7448455076664686, "total_loss": 1.6882640113908565} {"data_time": 0.009925474412739277, "eta_seconds": 158973.9739513211, "iteration": 53079, "loss_fcos_cls": 0.27438240963965654, "loss_fcos_ctr": 0.6241720281541348, "loss_fcos_loc": 0.21406231401488185, "loss_mask": 0.27938275784254074, "loss_maskiou": 0.0066709346865536645, "loss_sem_seg": 0.337386111728847, "lr": 0.01, "mask_rcnn/accuracy": 0.8713798516754181, "mask_rcnn/false_negative": 0.11205763011309212, "mask_rcnn/false_positive": 0.14233344168615197, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7303535714745522, "total_loss": 1.743477064432227} {"data_time": 0.010327224619686604, "eta_seconds": 158923.82520113513, "iteration": 53099, "loss_fcos_cls": 0.2916300417855382, "loss_fcos_ctr": 0.6232923753559589, "loss_fcos_loc": 0.20836166897788644, "loss_mask": 0.2775506195612252, "loss_maskiou": 0.006664815417025238, "loss_sem_seg": 0.31847661174833775, "lr": 0.01, "mask_rcnn/accuracy": 0.876106980026053, "mask_rcnn/false_negative": 0.08044555142088655, "mask_rcnn/false_positive": 0.1434621390698724, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7327831331640482, "total_loss": 1.724088478484191} {"data_time": 0.010417777113616467, "eta_seconds": 158922.1136244014, "iteration": 53119, "loss_fcos_cls": 0.28319414937868714, "loss_fcos_ctr": 0.6187962382100523, "loss_fcos_loc": 0.20036857039667666, "loss_mask": 0.27631072979420424, "loss_maskiou": 0.0058638276750571094, "loss_sem_seg": 0.30750418920069933, "lr": 0.01, "mask_rcnn/accuracy": 0.8894769728253775, "mask_rcnn/false_negative": 0.11046791111017912, "mask_rcnn/false_positive": 0.1329251016547296, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7343197083100677, "total_loss": 1.7077218812482897} {"data_time": 0.00939127430319786, "eta_seconds": 158760.94487021584, "iteration": 53139, "loss_fcos_cls": 0.28074673004448414, "loss_fcos_ctr": 0.6202039713971317, "loss_fcos_loc": 0.20391150770592503, "loss_mask": 0.26780259516090155, "loss_maskiou": 0.005742086228565313, "loss_sem_seg": 0.301776185631752, "lr": 0.01, "mask_rcnn/accuracy": 0.88399239095224, "mask_rcnn/false_negative": 0.10497852538400125, "mask_rcnn/false_positive": 0.11904543217977254, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7277220478281379, "total_loss": 1.7084887417804566} {"data_time": 0.009477408602833748, "eta_seconds": 158687.05517063662, "iteration": 53159, "loss_fcos_cls": 0.28155930573120713, "loss_fcos_ctr": 0.6207067966461182, "loss_fcos_loc": 0.20991776487790048, "loss_mask": 0.28481586929410696, "loss_maskiou": 0.0065231294283876196, "loss_sem_seg": 0.2997439312748611, "lr": 0.01, "mask_rcnn/accuracy": 0.8791767508285365, "mask_rcnn/false_negative": 0.09827062267582856, "mask_rcnn/false_positive": 0.15300722346020246, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7253575464710593, "total_loss": 1.7269597427657573} {"data_time": 0.010411177761852741, "eta_seconds": 158698.95073432382, "iteration": 53179, "loss_fcos_cls": 0.2903627119958401, "loss_fcos_ctr": 0.623957535950467, "loss_fcos_loc": 0.20937997265718877, "loss_mask": 0.2792379269376397, "loss_maskiou": 0.0059971710870740935, "loss_sem_seg": 0.35233740182593465, "lr": 0.01, "mask_rcnn/accuracy": 0.8854915252286266, "mask_rcnn/false_negative": 0.08203308289049882, "mask_rcnn/false_positive": 0.11567198569143781, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.0, "time": 0.7514102989807725, "total_loss": 1.7790935042794445} {"data_time": 0.010277584195137024, "eta_seconds": 158689.8363308413, "iteration": 53199, "loss_fcos_cls": 0.2584449356654659, "loss_fcos_ctr": 0.6247964352369308, "loss_fcos_loc": 0.2012589544756338, "loss_mask": 0.2672468479722738, "loss_maskiou": 0.005681666545569897, "loss_sem_seg": 0.32583111710846424, "lr": 0.01, "mask_rcnn/accuracy": 0.8987928504735228, "mask_rcnn/false_negative": 0.09915033053098467, "mask_rcnn/false_positive": 0.11320808915505881, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7333553740754724, "total_loss": 1.702256336058781} {"data_time": 0.010068836621940136, "eta_seconds": 158643.14639272913, "iteration": 53219, "loss_fcos_cls": 0.2910317638888955, "loss_fcos_ctr": 0.6219174307771027, "loss_fcos_loc": 0.2176385069033131, "loss_mask": 0.27399294171482325, "loss_maskiou": 0.005953099094767822, "loss_sem_seg": 0.33177574910223484, "lr": 0.01, "mask_rcnn/accuracy": 0.8716800550007237, "mask_rcnn/false_negative": 0.08657062394481585, "mask_rcnn/false_positive": 0.1800841256472851, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.75, "time": 0.7279892126098275, "total_loss": 1.751269509055419} {"data_time": 0.010815039277076721, "eta_seconds": 158572.06039518118, "iteration": 53239, "loss_fcos_cls": 0.26433934504166245, "loss_fcos_ctr": 0.6221061237156391, "loss_fcos_loc": 0.20176508673466742, "loss_mask": 0.27510576555505395, "loss_maskiou": 0.005907988437684253, "loss_sem_seg": 0.27583158714696765, "lr": 0.01, "mask_rcnn/accuracy": 0.8835189867735951, "mask_rcnn/false_negative": 0.09756222224716342, "mask_rcnn/false_positive": 0.14350980179736506, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.5, "time": 0.7241647839546204, "total_loss": 1.6531761916558025} {"data_time": 0.009931178763508797, "eta_seconds": 158645.9186820304, "iteration": 53259, "loss_fcos_cls": 0.27033967757597566, "loss_fcos_ctr": 0.6219180757179856, "loss_fcos_loc": 0.20316106639802456, "loss_mask": 0.2700015315786004, "loss_maskiou": 0.005968920420855284, "loss_sem_seg": 0.34957579988986254, "lr": 0.01, "mask_rcnn/accuracy": 0.8810208229633316, "mask_rcnn/false_negative": 0.08724975739172165, "mask_rcnn/false_positive": 0.1383281921540886, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7545087356120348, "total_loss": 1.7271159668889595} {"data_time": 0.010072440840303898, "eta_seconds": 158809.4934024457, "iteration": 53279, "loss_fcos_cls": 0.2831640699878335, "loss_fcos_ctr": 0.6225300608202815, "loss_fcos_loc": 0.20671450125519186, "loss_mask": 0.2795217065140605, "loss_maskiou": 0.0059123045357409865, "loss_sem_seg": 0.327711995691061, "lr": 0.01, "mask_rcnn/accuracy": 0.8723812181122449, "mask_rcnn/false_negative": 0.09155017107352201, "mask_rcnn/false_positive": 0.14960813503298628, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 37.75, "time": 0.7423070995137095, "total_loss": 1.7328178604475397} {"data_time": 0.009999205358326435, "eta_seconds": 158709.40795466118, "iteration": 53299, "loss_fcos_cls": 0.2760621423367411, "loss_fcos_ctr": 0.6239743200130761, "loss_fcos_loc": 0.21219853358343244, "loss_mask": 0.26703436207026243, "loss_maskiou": 0.006004059614497237, "loss_sem_seg": 0.3298255377449095, "lr": 0.01, "mask_rcnn/accuracy": 0.8747004417832484, "mask_rcnn/false_negative": 0.09856489066042715, "mask_rcnn/false_positive": 0.16325500263396595, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.5, "time": 0.7289470434188843, "total_loss": 1.701487231097417} {"data_time": 0.01070763822644949, "eta_seconds": 158638.15227572154, "iteration": 53319, "loss_fcos_cls": 0.2749233818612993, "loss_fcos_ctr": 0.6218376643955708, "loss_fcos_loc": 0.20855825045146048, "loss_mask": 0.2702587153762579, "loss_maskiou": 0.006735421571647748, "loss_sem_seg": 0.2966608414426446, "lr": 0.01, "mask_rcnn/accuracy": 0.8696361166417786, "mask_rcnn/false_negative": 0.1034032735355082, "mask_rcnn/false_positive": 0.12422824106265569, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 42.25, "time": 0.7351876338943839, "total_loss": 1.7029054016602458} {"data_time": 0.009980139322578907, "eta_seconds": 158623.50972263422, "iteration": 53339, "loss_fcos_cls": 0.2754138015443459, "loss_fcos_ctr": 0.6211057254113257, "loss_fcos_loc": 0.20263194281142205, "loss_mask": 0.2732099681161344, "loss_maskiou": 0.006183929071994498, "loss_sem_seg": 0.3259582035243511, "lr": 0.01, "mask_rcnn/accuracy": 0.8732661723733153, "mask_rcnn/false_negative": 0.09910526622750088, "mask_rcnn/false_positive": 0.13933454404510387, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.75, "time": 0.7244255524128675, "total_loss": 1.7197749324222968} {"data_time": 0.009646712802350521, "eta_seconds": 158625.3594506383, "iteration": 53359, "loss_fcos_cls": 0.27861646527890116, "loss_fcos_ctr": 0.6215126188471913, "loss_fcos_loc": 0.2043888500193134, "loss_mask": 0.2642394108697772, "loss_maskiou": 0.0059402954793768, "loss_sem_seg": 0.30508425435982645, "lr": 0.01, "mask_rcnn/accuracy": 0.8785633653660568, "mask_rcnn/false_negative": 0.08744120475744283, "mask_rcnn/false_positive": 0.1660891518088659, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7235519094392657, "total_loss": 1.644207131161238} {"data_time": 0.009730341844260693, "eta_seconds": 158664.00141974073, "iteration": 53379, "loss_fcos_cls": 0.28155822679400444, "loss_fcos_ctr": 0.623155165463686, "loss_fcos_loc": 0.2022387320175767, "loss_mask": 0.26483425591140985, "loss_maskiou": 0.0058768707676790655, "loss_sem_seg": 0.3111187554895878, "lr": 0.01, "mask_rcnn/accuracy": 0.894605278590565, "mask_rcnn/false_negative": 0.10395228183054733, "mask_rcnn/false_positive": 0.12068755564605317, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7449540384113789, "total_loss": 1.6942444088490447} {"data_time": 0.0099837277084589, "eta_seconds": 158797.62321651354, "iteration": 53399, "loss_fcos_cls": 0.27277708426117897, "loss_fcos_ctr": 0.6226864000782371, "loss_fcos_loc": 0.21394301124382764, "loss_mask": 0.27988390624523163, "loss_maskiou": 0.0067546583886723965, "loss_sem_seg": 0.31899532955139875, "lr": 0.01, "mask_rcnn/accuracy": 0.8914092539189589, "mask_rcnn/false_negative": 0.08758438393688411, "mask_rcnn/false_positive": 0.13369596052033011, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7359326807782054, "total_loss": 1.7420851767237764} {"data_time": 0.010205848142504692, "eta_seconds": 159001.42147308774, "iteration": 53419, "loss_fcos_cls": 0.28493318159598857, "loss_fcos_ctr": 0.6242407700046897, "loss_fcos_loc": 0.22162254969589412, "loss_mask": 0.2821419886313379, "loss_maskiou": 0.006128076209279243, "loss_sem_seg": 0.32832806231454015, "lr": 0.01, "mask_rcnn/accuracy": 0.8866923938606779, "mask_rcnn/false_negative": 0.07614564052022282, "mask_rcnn/false_positive": 0.14641501860088485, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.25, "time": 0.7418219242244959, "total_loss": 1.7695610034425044} {"data_time": 0.009994197636842728, "eta_seconds": 158986.7386134211, "iteration": 53439, "loss_fcos_cls": 0.27771012019366026, "loss_fcos_ctr": 0.6249392707832158, "loss_fcos_loc": 0.2109163817949593, "loss_mask": 0.26887456700205803, "loss_maskiou": 0.005934444845479447, "loss_sem_seg": 0.2995984918670729, "lr": 0.01, "mask_rcnn/accuracy": 0.873253187914842, "mask_rcnn/false_negative": 0.09150515943328716, "mask_rcnn/false_positive": 0.14268196558523105, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.75, "time": 0.733477477915585, "total_loss": 1.7035961909714388} {"data_time": 0.009713210165500641, "eta_seconds": 158843.3278797334, "iteration": 53459, "loss_fcos_cls": 0.27302824635989964, "loss_fcos_ctr": 0.6253731409087777, "loss_fcos_loc": 0.2127264137379825, "loss_mask": 0.2830231375992298, "loss_maskiou": 0.006267090968322009, "loss_sem_seg": 0.28358001285232604, "lr": 0.01, "mask_rcnn/accuracy": 0.8800072886297376, "mask_rcnn/false_negative": 0.09433938152920535, "mask_rcnn/false_positive": 0.13446902489814738, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.5, "time": 0.7199862897396088, "total_loss": 1.683702060545329} {"data_time": 0.009841984137892723, "eta_seconds": 158783.5748271551, "iteration": 53479, "loss_fcos_cls": 0.2955033229663968, "loss_fcos_ctr": 0.621210515499115, "loss_fcos_loc": 0.20705964550143108, "loss_mask": 0.27507217787206173, "loss_maskiou": 0.006293015452683903, "loss_sem_seg": 0.29737482964992523, "lr": 0.01, "mask_rcnn/accuracy": 0.8724820483749055, "mask_rcnn/false_negative": 0.09618343879391492, "mask_rcnn/false_positive": 0.18112142572112672, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7394151007756591, "total_loss": 1.7042160153578152} {"data_time": 0.010769277811050415, "eta_seconds": 158813.98593933787, "iteration": 53499, "loss_fcos_cls": 0.280237072147429, "loss_fcos_ctr": 0.6202274030074477, "loss_fcos_loc": 0.2041844055056572, "loss_mask": 0.2710986193269491, "loss_maskiou": 0.006679099989923998, "loss_sem_seg": 0.3169503277167678, "lr": 0.01, "mask_rcnn/accuracy": 0.8917224784650702, "mask_rcnn/false_negative": 0.09515973578427445, "mask_rcnn/false_positive": 0.13420195317958397, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7355519933626056, "total_loss": 1.6926339013734832} {"data_time": 0.009551048278808594, "eta_seconds": 158837.41389912087, "iteration": 53519, "loss_fcos_cls": 0.27526858181227, "loss_fcos_ctr": 0.6200434044003487, "loss_fcos_loc": 0.20375416439492255, "loss_mask": 0.2676956672221422, "loss_maskiou": 0.005976683532935567, "loss_sem_seg": 0.30250064516440034, "lr": 0.01, "mask_rcnn/accuracy": 0.8902404711884754, "mask_rcnn/false_negative": 0.07372066532539837, "mask_rcnn/false_positive": 0.1443856729726581, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7371220625936985, "total_loss": 1.7066568670852575} {"data_time": 0.01100824773311615, "eta_seconds": 158694.98441405967, "iteration": 53539, "loss_fcos_cls": 0.2734499897342175, "loss_fcos_ctr": 0.6229390916414559, "loss_fcos_loc": 0.20493713626638055, "loss_mask": 0.2816401422023773, "loss_maskiou": 0.0061803518765373155, "loss_sem_seg": 0.28765113302506506, "lr": 0.01, "mask_rcnn/accuracy": 0.8673167364197265, "mask_rcnn/false_negative": 0.10612691316380235, "mask_rcnn/false_positive": 0.15080832840772074, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.75, "time": 0.7320816339924932, "total_loss": 1.6897590477601625} {"data_time": 0.010102564468979836, "eta_seconds": 158769.97302874457, "iteration": 53559, "loss_fcos_cls": 0.27923431945964694, "loss_fcos_ctr": 0.6203163405880332, "loss_fcos_loc": 0.19915063539519906, "loss_mask": 0.28208088781684637, "loss_maskiou": 0.006275098756304942, "loss_sem_seg": 0.30486022122204304, "lr": 0.01, "mask_rcnn/accuracy": 0.8813071087827582, "mask_rcnn/false_negative": 0.08381944730586546, "mask_rcnn/false_positive": 0.15060604534858618, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.7370013985782862, "total_loss": 1.6647721801127773} {"data_time": 0.011462796479463577, "eta_seconds": 158793.39042900596, "iteration": 53579, "loss_fcos_cls": 0.2880274251801893, "loss_fcos_ctr": 0.6240581842139363, "loss_fcos_loc": 0.22266608208883554, "loss_mask": 0.3147767223417759, "loss_maskiou": 0.00756996963173151, "loss_sem_seg": 0.3017429215833545, "lr": 0.01, "mask_rcnn/accuracy": 0.8522236218709747, "mask_rcnn/false_negative": 0.1172922659355502, "mask_rcnn/false_positive": 0.1637928247598276, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7416739650070667, "total_loss": 1.784667744737817} {"data_time": 0.010083948262035847, "eta_seconds": 158869.27573608793, "iteration": 53599, "loss_fcos_cls": 0.277388708665967, "loss_fcos_ctr": 0.6237437352538109, "loss_fcos_loc": 0.2123050108202733, "loss_mask": 0.2712963968515396, "loss_maskiou": 0.0059878649190068245, "loss_sem_seg": 0.2840943664778024, "lr": 0.01, "mask_rcnn/accuracy": 0.8874306301467956, "mask_rcnn/false_negative": 0.10149804847813237, "mask_rcnn/false_positive": 0.11191256487403015, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.5, "time": 0.7488119648769498, "total_loss": 1.7346383441472426} {"data_time": 0.009187345393002033, "eta_seconds": 159040.07235384174, "iteration": 53619, "loss_fcos_cls": 0.27889451128430665, "loss_fcos_ctr": 0.6214688960462809, "loss_fcos_loc": 0.21171581326052547, "loss_mask": 0.2823776789009571, "loss_maskiou": 0.006477908842498437, "loss_sem_seg": 0.3219168148934841, "lr": 0.01, "mask_rcnn/accuracy": 0.8911691374663073, "mask_rcnn/false_negative": 0.09404298628445193, "mask_rcnn/false_positive": 0.15686056786356123, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7417696621268988, "total_loss": 1.736756081780186} {"data_time": 0.009914319962263107, "eta_seconds": 159025.37235038914, "iteration": 53639, "loss_fcos_cls": 0.27054852386936545, "loss_fcos_ctr": 0.6190089811570942, "loss_fcos_loc": 0.20088889205362648, "loss_mask": 0.269003476947546, "loss_maskiou": 0.005944545235252008, "loss_sem_seg": 0.2990472540259361, "lr": 0.01, "mask_rcnn/accuracy": 0.8768317743764172, "mask_rcnn/false_negative": 0.1052722470234367, "mask_rcnn/false_positive": 0.13300121516268726, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.5, "time": 0.7286398587748408, "total_loss": 1.6583799251529854} {"data_time": 0.009715257212519646, "eta_seconds": 159110.9060362028, "iteration": 53659, "loss_fcos_cls": 0.2952802812214941, "loss_fcos_ctr": 0.6215044092386961, "loss_fcos_loc": 0.20534957764903083, "loss_mask": 0.26995023991912603, "loss_maskiou": 0.006605573740671389, "loss_sem_seg": 0.3037460860796273, "lr": 0.01, "mask_rcnn/accuracy": 0.8649933187560739, "mask_rcnn/false_negative": 0.10807768652533338, "mask_rcnn/false_positive": 0.14902569984288566, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.5, "time": 0.7503997916355729, "total_loss": 1.7146177295799134} {"data_time": 0.009432724677026272, "eta_seconds": 159113.04223157465, "iteration": 53679, "loss_fcos_cls": 0.28380087250843644, "loss_fcos_ctr": 0.623681778088212, "loss_fcos_loc": 0.20804818731267005, "loss_mask": 0.27467635087668896, "loss_maskiou": 0.005776489844720345, "loss_sem_seg": 0.3097857334651053, "lr": 0.01, "mask_rcnn/accuracy": 0.8668821367832847, "mask_rcnn/false_negative": 0.08724990696292714, "mask_rcnn/false_positive": 0.16865788857618724, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.7438701447099447, "total_loss": 1.7240177284329548} {"data_time": 0.00880354829132557, "eta_seconds": 159040.96220120136, "iteration": 53699, "loss_fcos_cls": 0.2790763755328953, "loss_fcos_ctr": 0.6198149090632796, "loss_fcos_loc": 0.20553287619259208, "loss_mask": 0.2683256668969989, "loss_maskiou": 0.0051675068680197, "loss_sem_seg": 0.2920709843747318, "lr": 0.01, "mask_rcnn/accuracy": 0.8702139989485256, "mask_rcnn/false_negative": 0.07886223795498504, "mask_rcnn/false_positive": 0.20413999990149367, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.0, "time": 0.7270071301609278, "total_loss": 1.651435561469043} {"data_time": 0.010365625843405724, "eta_seconds": 159055.0521322433, "iteration": 53719, "loss_fcos_cls": 0.27502509113401175, "loss_fcos_ctr": 0.6205862108618021, "loss_fcos_loc": 0.21306643419666216, "loss_mask": 0.27463638968765736, "loss_maskiou": 0.006099588717916049, "loss_sem_seg": 0.2784107206389308, "lr": 0.01, "mask_rcnn/accuracy": 0.871603848142247, "mask_rcnn/false_negative": 0.10957335192522956, "mask_rcnn/false_positive": 0.16680622715761334, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.7297093169763684, "total_loss": 1.688015634288604} {"data_time": 0.009803385473787785, "eta_seconds": 159022.30759177264, "iteration": 53739, "loss_fcos_cls": 0.2762308386154473, "loss_fcos_ctr": 0.6239097057841718, "loss_fcos_loc": 0.2092442445573397, "loss_mask": 0.2808941826224327, "loss_maskiou": 0.005854738898051437, "loss_sem_seg": 0.3182380080688745, "lr": 0.01, "mask_rcnn/accuracy": 0.88183331259333, "mask_rcnn/false_negative": 0.10819742068595024, "mask_rcnn/false_positive": 0.14087591392794527, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.0, "time": 0.7355707893148065, "total_loss": 1.6965138699451927} {"data_time": 0.009558070451021194, "eta_seconds": 159036.7676006304, "iteration": 53759, "loss_fcos_cls": 0.27660838374868035, "loss_fcos_ctr": 0.624507446307689, "loss_fcos_loc": 0.2079678603913635, "loss_mask": 0.2888297475874424, "loss_maskiou": 0.006547543438500725, "loss_sem_seg": 0.33290062099695206, "lr": 0.01, "mask_rcnn/accuracy": 0.878447474880363, "mask_rcnn/false_negative": 0.12428145279653176, "mask_rcnn/false_positive": 0.1375169469364233, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.732643167488277, "total_loss": 1.7272392895829398} {"data_time": 0.009692082181572914, "eta_seconds": 159120.27330658864, "iteration": 53779, "loss_fcos_cls": 0.2926679286174476, "loss_fcos_ctr": 0.6200274219736457, "loss_fcos_loc": 0.2033367371186614, "loss_mask": 0.26621214766055346, "loss_maskiou": 0.006285861491051037, "loss_sem_seg": 0.2980955085949972, "lr": 0.01, "mask_rcnn/accuracy": 0.8998101120147307, "mask_rcnn/false_negative": 0.0862699226311481, "mask_rcnn/false_positive": 0.11118571471293501, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.7444200618192554, "total_loss": 1.6753407647338463} {"data_time": 0.010504764504730701, "eta_seconds": 159099.09480140638, "iteration": 53799, "loss_fcos_cls": 0.288261296460405, "loss_fcos_ctr": 0.6243601618334651, "loss_fcos_loc": 0.21789459278807044, "loss_mask": 0.27745511289685965, "loss_maskiou": 0.006218290960532613, "loss_sem_seg": 0.3132025049999356, "lr": 0.01, "mask_rcnn/accuracy": 0.8731460381408661, "mask_rcnn/false_negative": 0.10164650630608514, "mask_rcnn/false_positive": 0.1468883821220544, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.0, "time": 0.7205335581675172, "total_loss": 1.717672009312082} {"data_time": 0.009212970733642578, "eta_seconds": 158938.21105448902, "iteration": 53819, "loss_fcos_cls": 0.28791688312776387, "loss_fcos_ctr": 0.6200018106028438, "loss_fcos_loc": 0.20709188340697438, "loss_mask": 0.27405302226543427, "loss_maskiou": 0.006853538259747438, "loss_sem_seg": 0.3505209619179368, "lr": 0.01, "mask_rcnn/accuracy": 0.883607416180758, "mask_rcnn/false_negative": 0.08775381553406977, "mask_rcnn/false_positive": 0.170011982118293, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 38.75, "time": 0.732624065130949, "total_loss": 1.7482346894103102} {"data_time": 0.009431367740035057, "eta_seconds": 159032.68053655047, "iteration": 53839, "loss_fcos_cls": 0.27789783221669495, "loss_fcos_ctr": 0.6241827569901943, "loss_fcos_loc": 0.2171374837635085, "loss_mask": 0.299085826613009, "loss_maskiou": 0.006687372762826271, "loss_sem_seg": 0.29835997987538576, "lr": 0.01, "mask_rcnn/accuracy": 0.8705754903160664, "mask_rcnn/false_negative": 0.11123997866152241, "mask_rcnn/false_positive": 0.14134997345077585, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7408990263938904, "total_loss": 1.7249642698734533} {"data_time": 0.010406307876110077, "eta_seconds": 158980.64478702843, "iteration": 53859, "loss_fcos_cls": 0.27479360811412334, "loss_fcos_ctr": 0.6213950673118234, "loss_fcos_loc": 0.21016760915517807, "loss_mask": 0.2758151600137353, "loss_maskiou": 0.00623331911265268, "loss_sem_seg": 0.3291500583291054, "lr": 0.01, "mask_rcnn/accuracy": 0.8788891227181684, "mask_rcnn/false_negative": 0.09205533762676363, "mask_rcnn/false_positive": 0.15847794405100113, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.75, "time": 0.7282511554658413, "total_loss": 1.728045931973611} {"data_time": 0.009977104142308235, "eta_seconds": 159040.22399329673, "iteration": 53879, "loss_fcos_cls": 0.28258757456205785, "loss_fcos_ctr": 0.6216462748125196, "loss_fcos_loc": 0.20260711654555053, "loss_mask": 0.27232106029987335, "loss_maskiou": 0.006296256164205261, "loss_sem_seg": 0.3286730358377099, "lr": 0.01, "mask_rcnn/accuracy": 0.874447353568293, "mask_rcnn/false_negative": 0.1095992221435752, "mask_rcnn/false_positive": 0.1362637790296119, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.5, "time": 0.744304315187037, "total_loss": 1.705976659868611} {"data_time": 0.0090398620814085, "eta_seconds": 159036.41698427778, "iteration": 53899, "loss_fcos_cls": 0.27489945432171226, "loss_fcos_ctr": 0.6207270650193095, "loss_fcos_loc": 0.20352946082130075, "loss_mask": 0.2737956205382943, "loss_maskiou": 0.005936964316788362, "loss_sem_seg": 0.3223177697509527, "lr": 0.01, "mask_rcnn/accuracy": 0.8816414699520361, "mask_rcnn/false_negative": 0.10852364960478936, "mask_rcnn/false_positive": 0.14167897847112382, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7494141245260835, "total_loss": 1.7202992925485887} {"data_time": 0.01062089204788208, "eta_seconds": 159021.69827247318, "iteration": 53919, "loss_fcos_cls": 0.28483717143535614, "loss_fcos_ctr": 0.6213717628270388, "loss_fcos_loc": 0.20486482721753418, "loss_mask": 0.27908652275800705, "loss_maskiou": 0.006004083596053533, "loss_sem_seg": 0.3093644008040428, "lr": 0.01, "mask_rcnn/accuracy": 0.8681747071415439, "mask_rcnn/false_negative": 0.10828385927428381, "mask_rcnn/false_positive": 0.15753693515794875, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.25, "time": 0.7661018660292029, "total_loss": 1.7300233932037372} {"data_time": 0.01031661406159401, "eta_seconds": 159147.21211538278, "iteration": 53939, "loss_fcos_cls": 0.2905092155560851, "loss_fcos_ctr": 0.6226849649101496, "loss_fcos_loc": 0.21106906235218048, "loss_mask": 0.27867058478295803, "loss_maskiou": 0.006579079752555117, "loss_sem_seg": 0.312316975556314, "lr": 0.01, "mask_rcnn/accuracy": 0.8742167919799498, "mask_rcnn/false_negative": 0.12135769359791135, "mask_rcnn/false_positive": 0.15153967498290005, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7505303779616952, "total_loss": 1.701924161228817} {"data_time": 0.010327273979783058, "eta_seconds": 159097.68241630588, "iteration": 53959, "loss_fcos_cls": 0.274833359871991, "loss_fcos_ctr": 0.6221041958779097, "loss_fcos_loc": 0.20496619900222868, "loss_mask": 0.2753635225817561, "loss_maskiou": 0.006495452827948611, "loss_sem_seg": 0.32651672745123506, "lr": 0.01, "mask_rcnn/accuracy": 0.8922046929370826, "mask_rcnn/false_negative": 0.09135595798994536, "mask_rcnn/false_positive": 0.14249014943542693, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 41.0, "time": 0.7341104289516807, "total_loss": 1.7099642179782677} {"data_time": 0.010051130317151546, "eta_seconds": 159023.10616646055, "iteration": 53979, "loss_fcos_cls": 0.2732381431851536, "loss_fcos_ctr": 0.6206849282607436, "loss_fcos_loc": 0.20459403283894062, "loss_mask": 0.2829025611281395, "loss_maskiou": 0.006833783001638949, "loss_sem_seg": 0.2753348108381033, "lr": 0.01, "mask_rcnn/accuracy": 0.8842465379008746, "mask_rcnn/false_negative": 0.09401103842302869, "mask_rcnn/false_positive": 0.11916352835260702, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.5, "time": 0.7277917182072997, "total_loss": 1.6743139391764998} {"data_time": 0.010112135671079159, "eta_seconds": 158984.99882505927, "iteration": 53999, "loss_fcos_cls": 0.2871972653083503, "loss_fcos_ctr": 0.6238607568666339, "loss_fcos_loc": 0.22063444927334785, "loss_mask": 0.27641149517148733, "loss_maskiou": 0.005801054809126072, "loss_sem_seg": 0.33019365882501006, "lr": 0.01, "mask_rcnn/accuracy": 0.8580853755436602, "mask_rcnn/false_negative": 0.1124187294310622, "mask_rcnn/false_positive": 0.1856709983894116, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 39.0, "time": 0.7245843438431621, "total_loss": 1.7187450561468722} {"data_time": 0.009563530795276165, "eta_seconds": 158970.27805998642, "iteration": 54019, "loss_fcos_cls": 0.2793404581025243, "loss_fcos_ctr": 0.6228199880570173, "loss_fcos_loc": 0.2145861010067165, "loss_mask": 0.27684003859758377, "loss_maskiou": 0.005859343582415022, "loss_sem_seg": 0.3010180729907006, "lr": 0.01, "mask_rcnn/accuracy": 0.8768458626173263, "mask_rcnn/false_negative": 0.10435655499447534, "mask_rcnn/false_positive": 0.15508142754213625, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.25, "time": 0.7247799448668957, "total_loss": 1.6937269892914628} {"data_time": 0.010110624134540558, "eta_seconds": 159064.4821149325, "iteration": 54039, "loss_fcos_cls": 0.29004731215536594, "loss_fcos_ctr": 0.6232777033001184, "loss_fcos_loc": 0.2122016156790778, "loss_mask": 0.2879213485866785, "loss_maskiou": 0.007234246309963055, "loss_sem_seg": 0.30119663942605257, "lr": 0.01, "mask_rcnn/accuracy": 0.8822338626461821, "mask_rcnn/false_negative": 0.10555230228045251, "mask_rcnn/false_positive": 0.10329346443998924, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.0, "time": 0.7428441718220711, "total_loss": 1.6993176275864244} {"data_time": 0.010400899685919285, "eta_seconds": 158964.21444531623, "iteration": 54059, "loss_fcos_cls": 0.27680756826885045, "loss_fcos_ctr": 0.6211666883900762, "loss_fcos_loc": 0.2120484469924122, "loss_mask": 0.27819819655269384, "loss_maskiou": 0.006708861910738051, "loss_sem_seg": 0.2919160909950733, "lr": 0.01, "mask_rcnn/accuracy": 0.8534570719470006, "mask_rcnn/false_negative": 0.1064730540957699, "mask_rcnn/false_positive": 0.18464325430200249, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.25, "time": 0.7295902743935585, "total_loss": 1.7117600735946326} {"data_time": 0.010253122076392174, "eta_seconds": 159009.3115890557, "iteration": 54079, "loss_fcos_cls": 0.28712818399071693, "loss_fcos_ctr": 0.6239757407456636, "loss_fcos_loc": 0.2151474633719772, "loss_mask": 0.27658643014729023, "loss_maskiou": 0.00598586486739805, "loss_sem_seg": 0.29094388359226286, "lr": 0.01, "mask_rcnn/accuracy": 0.8720186781609196, "mask_rcnn/false_negative": 0.12192141842986315, "mask_rcnn/false_positive": 0.13974466756473736, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.5, "time": 0.7416916415095329, "total_loss": 1.7158682595108985} {"data_time": 0.010250401683151722, "eta_seconds": 159038.52692155447, "iteration": 54099, "loss_fcos_cls": 0.27362992835696787, "loss_fcos_ctr": 0.6246845601126552, "loss_fcos_loc": 0.21624778141267598, "loss_mask": 0.29701712541282177, "loss_maskiou": 0.0064625621744198725, "loss_sem_seg": 0.297933351714164, "lr": 0.01, "mask_rcnn/accuracy": 0.8598276003949967, "mask_rcnn/false_negative": 0.1199651637330475, "mask_rcnn/false_positive": 0.1751141304867751, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.25, "time": 0.7534547857940197, "total_loss": 1.7265520535947871} {"data_time": 0.009948978200554848, "eta_seconds": 159056.78868661541, "iteration": 54119, "loss_fcos_cls": 0.2894916720688343, "loss_fcos_ctr": 0.6246003471314907, "loss_fcos_loc": 0.21747853723354638, "loss_mask": 0.28572745341807604, "loss_maskiou": 0.006850764264527243, "loss_sem_seg": 0.31042055785655975, "lr": 0.01, "mask_rcnn/accuracy": 0.8833390620858733, "mask_rcnn/false_negative": 0.1032671242918329, "mask_rcnn/false_positive": 0.12802980562708538, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7567776823416352, "total_loss": 1.7508485708240187} {"data_time": 0.010305478237569332, "eta_seconds": 159089.76762806252, "iteration": 54139, "loss_fcos_cls": 0.2802928909077309, "loss_fcos_ctr": 0.6228245510719717, "loss_fcos_loc": 0.2030863449908793, "loss_mask": 0.2824887176975608, "loss_maskiou": 0.006017170788254589, "loss_sem_seg": 0.30216669104993343, "lr": 0.01, "mask_rcnn/accuracy": 0.8842657851550324, "mask_rcnn/false_negative": 0.09066209979571806, "mask_rcnn/false_positive": 0.13872577558409152, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7511786846444011, "total_loss": 1.708756732274196} {"data_time": 0.010372607037425041, "eta_seconds": 159187.12245763186, "iteration": 54159, "loss_fcos_cls": 0.27169916505226865, "loss_fcos_ctr": 0.6244790712371469, "loss_fcos_loc": 0.2103154854848981, "loss_mask": 0.28226671554148197, "loss_maskiou": 0.006634172983467579, "loss_sem_seg": 0.3160514603368938, "lr": 0.01, "mask_rcnn/accuracy": 0.8762613378684807, "mask_rcnn/false_negative": 0.09812646142935569, "mask_rcnn/false_positive": 0.1420673652757394, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7396246194839478, "total_loss": 1.7114387876499677} {"data_time": 0.010801014490425587, "eta_seconds": 159154.37701558787, "iteration": 54179, "loss_fcos_cls": 0.2875713165849447, "loss_fcos_ctr": 0.6186887081712484, "loss_fcos_loc": 0.20489256852306426, "loss_mask": 0.27531460486352444, "loss_maskiou": 0.006701351361698471, "loss_sem_seg": 0.3088329304009676, "lr": 0.01, "mask_rcnn/accuracy": 0.877324338223353, "mask_rcnn/false_negative": 0.10202584312610478, "mask_rcnn/false_positive": 0.1253070353559897, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7394296228885651, "total_loss": 1.7370219477743376} {"data_time": 0.009520827792584896, "eta_seconds": 159139.62827686314, "iteration": 54199, "loss_fcos_cls": 0.27552670147269964, "loss_fcos_ctr": 0.6222450942732394, "loss_fcos_loc": 0.2088726304937154, "loss_mask": 0.2824066001921892, "loss_maskiou": 0.006670579226920381, "loss_sem_seg": 0.323618202470243, "lr": 0.01, "mask_rcnn/accuracy": 0.8693382103591062, "mask_rcnn/false_negative": 0.09882410399854234, "mask_rcnn/false_positive": 0.14904558776753724, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.7320473259314895, "total_loss": 1.7311009982513497} {"data_time": 0.010194581001996994, "eta_seconds": 159025.37434903532, "iteration": 54219, "loss_fcos_cls": 0.28716915380209684, "loss_fcos_ctr": 0.6234033834189177, "loss_fcos_loc": 0.21299012145027518, "loss_mask": 0.28785486705601215, "loss_maskiou": 0.006930951567483135, "loss_sem_seg": 0.3371134391054511, "lr": 0.01, "mask_rcnn/accuracy": 0.8587099999110368, "mask_rcnn/false_negative": 0.1151370239965242, "mask_rcnn/false_positive": 0.14991511208257238, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.7242710655555129, "total_loss": 1.736059228918748} {"data_time": 0.01003110222518444, "eta_seconds": 159036.80767058022, "iteration": 54239, "loss_fcos_cls": 0.27810942591167986, "loss_fcos_ctr": 0.6211414644494653, "loss_fcos_loc": 0.20886338944546878, "loss_mask": 0.27814305014908314, "loss_maskiou": 0.0057168594939867035, "loss_sem_seg": 0.31314806872978806, "lr": 0.01, "mask_rcnn/accuracy": 0.8644870137309133, "mask_rcnn/false_negative": 0.10437724995012174, "mask_rcnn/false_positive": 0.16855778586476827, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.75, "time": 0.7407203642651439, "total_loss": 1.7223769546253607} {"data_time": 0.009551304392516613, "eta_seconds": 158934.92860626895, "iteration": 54259, "loss_fcos_cls": 0.28987971105379984, "loss_fcos_ctr": 0.6234500957652926, "loss_fcos_loc": 0.21625735191628337, "loss_mask": 0.26826261729002, "loss_maskiou": 0.005558154451136943, "loss_sem_seg": 0.35077959415502846, "lr": 0.01, "mask_rcnn/accuracy": 0.8852601678969461, "mask_rcnn/false_negative": 0.09615210722248319, "mask_rcnn/false_positive": 0.11717855217297697, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7242536535486579, "total_loss": 1.7536319940263638} {"data_time": 0.01001804880797863, "eta_seconds": 158938.90389735717, "iteration": 54279, "loss_fcos_cls": 0.28236578358337283, "loss_fcos_ctr": 0.6222498500719666, "loss_fcos_loc": 0.19913861306849867, "loss_mask": 0.270659071393311, "loss_maskiou": 0.005444336235086666, "loss_sem_seg": 0.3434497928246856, "lr": 0.01, "mask_rcnn/accuracy": 0.8809480740348088, "mask_rcnn/false_negative": 0.09330234355287124, "mask_rcnn/false_positive": 0.1621281482837682, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.75, "time": 0.7466475879773498, "total_loss": 1.7223152929327625} {"data_time": 0.009940991178154945, "eta_seconds": 158924.1682986999, "iteration": 54299, "loss_fcos_cls": 0.27733289869502187, "loss_fcos_ctr": 0.6200123969465494, "loss_fcos_loc": 0.19981792266480625, "loss_mask": 0.2607886944897473, "loss_maskiou": 0.005789078419184079, "loss_sem_seg": 0.30692286789417267, "lr": 0.01, "mask_rcnn/accuracy": 0.8723727294399207, "mask_rcnn/false_negative": 0.11760388590760822, "mask_rcnn/false_positive": 0.13722010706624704, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.25, "time": 0.7345994291827083, "total_loss": 1.6928746924968436} {"data_time": 0.009478038176894188, "eta_seconds": 158932.6587326983, "iteration": 54319, "loss_fcos_cls": 0.2807289457414299, "loss_fcos_ctr": 0.6240510437637568, "loss_fcos_loc": 0.19860428827814758, "loss_mask": 0.2829829743131995, "loss_maskiou": 0.005662085430230945, "loss_sem_seg": 0.3362094834446907, "lr": 0.01, "mask_rcnn/accuracy": 0.8926834108426482, "mask_rcnn/false_negative": 0.08894015535089567, "mask_rcnn/false_positive": 0.1250901356661364, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.25, "time": 0.744177826680243, "total_loss": 1.7109035420289729} {"data_time": 0.0091566676273942, "eta_seconds": 158928.24045028165, "iteration": 54339, "loss_fcos_cls": 0.2936712270602584, "loss_fcos_ctr": 0.6219038218259811, "loss_fcos_loc": 0.21557655581273139, "loss_mask": 0.2913619400933385, "loss_maskiou": 0.006418911183573073, "loss_sem_seg": 0.34662030823528767, "lr": 0.01, "mask_rcnn/accuracy": 0.8444157190824186, "mask_rcnn/false_negative": 0.11177655856064472, "mask_rcnn/false_positive": 0.15444542537154904, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7293580798432231, "total_loss": 1.7709286901517771} {"data_time": 0.01059766300022602, "eta_seconds": 158925.98019481637, "iteration": 54359, "loss_fcos_cls": 0.29321096930652857, "loss_fcos_ctr": 0.6265910919755697, "loss_fcos_loc": 0.22075908142141998, "loss_mask": 0.28413201682269573, "loss_maskiou": 0.0064350493921665475, "loss_sem_seg": 0.3551714438945055, "lr": 0.01, "mask_rcnn/accuracy": 0.8677203299844809, "mask_rcnn/false_negative": 0.10881949229401372, "mask_rcnn/false_positive": 0.14181766119206118, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7368593206629157, "total_loss": 1.7660187801229768} {"data_time": 0.009211231954395771, "eta_seconds": 158911.24032807536, "iteration": 54379, "loss_fcos_cls": 0.2697559599764645, "loss_fcos_ctr": 0.6212391061708331, "loss_fcos_loc": 0.20435634907335043, "loss_mask": 0.2759689809754491, "loss_maskiou": 0.007096997549524531, "loss_sem_seg": 0.3147391085512936, "lr": 0.01, "mask_rcnn/accuracy": 0.8783884205856256, "mask_rcnn/false_negative": 0.10397130909672021, "mask_rcnn/false_positive": 0.12374384760065432, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.75, "time": 0.7299867440015078, "total_loss": 1.7059291248297086} {"data_time": 0.010371672920882702, "eta_seconds": 158873.70772311185, "iteration": 54399, "loss_fcos_cls": 0.2800544631900266, "loss_fcos_ctr": 0.6187112405896187, "loss_fcos_loc": 0.20384770981036127, "loss_mask": 0.2776534706354141, "loss_maskiou": 0.00647137390478747, "loss_sem_seg": 0.32134474953636527, "lr": 0.01, "mask_rcnn/accuracy": 0.8751275510204082, "mask_rcnn/false_negative": 0.10612720303327011, "mask_rcnn/false_positive": 0.13684520442915843, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.75, "time": 0.7103160051628947, "total_loss": 1.7080395864250022} {"data_time": 0.009562864899635315, "eta_seconds": 158793.2587753702, "iteration": 54419, "loss_fcos_cls": 0.2798122495878488, "loss_fcos_ctr": 0.6207496454007924, "loss_fcos_loc": 0.20688186213374138, "loss_mask": 0.28625786025077105, "loss_maskiou": 0.006723788770614192, "loss_sem_seg": 0.31885368190705776, "lr": 0.01, "mask_rcnn/accuracy": 0.8672287862513426, "mask_rcnn/false_negative": 0.10062687793901035, "mask_rcnn/false_positive": 0.15143941962507562, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.7312660692259669, "total_loss": 1.7280991278312285} {"data_time": 0.010418303310871124, "eta_seconds": 158789.47479037754, "iteration": 54439, "loss_fcos_cls": 0.2774618067778647, "loss_fcos_ctr": 0.6253304425626993, "loss_fcos_loc": 0.2146959980018437, "loss_mask": 0.2938252594321966, "loss_maskiou": 0.006398639976396225, "loss_sem_seg": 0.2859530587447807, "lr": 0.01, "mask_rcnn/accuracy": 0.8645270108043217, "mask_rcnn/false_negative": 0.11604177624721895, "mask_rcnn/false_positive": 0.1708623542439618, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.5, "time": 0.7375909509137273, "total_loss": 1.708473139355192} {"data_time": 0.010230873711407185, "eta_seconds": 158763.79546296783, "iteration": 54459, "loss_fcos_cls": 0.27557196747511625, "loss_fcos_ctr": 0.6187334638088942, "loss_fcos_loc": 0.1972936918027699, "loss_mask": 0.2685922347009182, "loss_maskiou": 0.006167546373035293, "loss_sem_seg": 0.3293767818249762, "lr": 0.01, "mask_rcnn/accuracy": 0.880115280289331, "mask_rcnn/false_negative": 0.09817021211194184, "mask_rcnn/false_positive": 0.13605365420547516, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.25, "time": 0.728899079374969, "total_loss": 1.686503166674811} {"data_time": 0.011069570668041706, "eta_seconds": 158760.00944649987, "iteration": 54479, "loss_fcos_cls": 0.276045786915347, "loss_fcos_ctr": 0.6203328771516681, "loss_fcos_loc": 0.1978371364530176, "loss_mask": 0.27259727101773024, "loss_maskiou": 0.00605189855559729, "loss_sem_seg": 0.33618795312941074, "lr": 0.01, "mask_rcnn/accuracy": 0.883462751654716, "mask_rcnn/false_negative": 0.10389784937081835, "mask_rcnn/false_positive": 0.15946624168758494, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.741679291240871, "total_loss": 1.7302432249416597} {"data_time": 0.010031366720795631, "eta_seconds": 158800.01896112878, "iteration": 54499, "loss_fcos_cls": 0.2730949097312987, "loss_fcos_ctr": 0.6217830358073115, "loss_fcos_loc": 0.20452212227974087, "loss_mask": 0.27998027950525284, "loss_maskiou": 0.006135736999567598, "loss_sem_seg": 0.3058189144358039, "lr": 0.01, "mask_rcnn/accuracy": 0.8771347570648813, "mask_rcnn/false_negative": 0.08568592717233425, "mask_rcnn/false_positive": 0.14619580098713342, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.75, "time": 0.7400421258062124, "total_loss": 1.6870318731744192} {"data_time": 0.010659943334758282, "eta_seconds": 158785.28120873217, "iteration": 54519, "loss_fcos_cls": 0.28340825205668807, "loss_fcos_ctr": 0.623596204444766, "loss_fcos_loc": 0.20753783313557506, "loss_mask": 0.28738893009722233, "loss_maskiou": 0.005878595213289373, "loss_sem_seg": 0.3335667010396719, "lr": 0.01, "mask_rcnn/accuracy": 0.8874279321657741, "mask_rcnn/false_negative": 0.08703132439909492, "mask_rcnn/false_positive": 0.1417456911057825, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7359718913212419, "total_loss": 1.7218957811928703} {"data_time": 0.010371138341724873, "eta_seconds": 158747.34111481253, "iteration": 54539, "loss_fcos_cls": 0.29147690907120705, "loss_fcos_ctr": 0.6248444234952331, "loss_fcos_loc": 0.21947369305416942, "loss_mask": 0.2897921120747924, "loss_maskiou": 0.006408309083781205, "loss_sem_seg": 0.33062589075416327, "lr": 0.01, "mask_rcnn/accuracy": 0.8551055353648309, "mask_rcnn/false_negative": 0.12251095322477001, "mask_rcnn/false_positive": 0.1498419111187689, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.5, "time": 0.709344339556992, "total_loss": 1.750101595545857} {"data_time": 0.009696845896542072, "eta_seconds": 158684.62305423617, "iteration": 54559, "loss_fcos_cls": 0.28421564400196075, "loss_fcos_ctr": 0.6266264319419861, "loss_fcos_loc": 0.21940304501913488, "loss_mask": 0.2891633501276374, "loss_maskiou": 0.006750146807462443, "loss_sem_seg": 0.30464653042145073, "lr": 0.01, "mask_rcnn/accuracy": 0.8873697780950991, "mask_rcnn/false_negative": 0.10011787469906477, "mask_rcnn/false_positive": 0.12529811241127875, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7311377255246043, "total_loss": 1.7527678681362886} {"data_time": 0.010329851880669594, "eta_seconds": 158669.89190992713, "iteration": 54579, "loss_fcos_cls": 0.24438172299414873, "loss_fcos_ctr": 0.6204937631264329, "loss_fcos_loc": 0.19391043379437178, "loss_mask": 0.28070775605738163, "loss_maskiou": 0.006209624742041342, "loss_sem_seg": 0.2748414003290236, "lr": 0.01, "mask_rcnn/accuracy": 0.8912115739152804, "mask_rcnn/false_negative": 0.08910596920063546, "mask_rcnn/false_positive": 0.12535413209587334, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.5, "time": 0.7462422158569098, "total_loss": 1.6302900881128153} {"data_time": 0.009530623443424702, "eta_seconds": 158489.1929059876, "iteration": 54599, "loss_fcos_cls": 0.26614452712237835, "loss_fcos_ctr": 0.6206100517883897, "loss_fcos_loc": 0.20169565291143954, "loss_mask": 0.27134187426418066, "loss_maskiou": 0.0061438699485734105, "loss_sem_seg": 0.3121815675403923, "lr": 0.01, "mask_rcnn/accuracy": 0.867219349725579, "mask_rcnn/false_negative": 0.09415057067603161, "mask_rcnn/false_positive": 0.1662209249306125, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.5, "time": 0.7074765311554074, "total_loss": 1.6957020386471413} {"data_time": 0.010140742175281048, "eta_seconds": 158346.55262105074, "iteration": 54619, "loss_fcos_cls": 0.2756320114713162, "loss_fcos_ctr": 0.6220829980447888, "loss_fcos_loc": 0.20197300938889384, "loss_mask": 0.26706847874447703, "loss_maskiou": 0.0059985241532558575, "loss_sem_seg": 0.33300971146672964, "lr": 0.01, "mask_rcnn/accuracy": 0.886221711696042, "mask_rcnn/false_negative": 0.0798905886007917, "mask_rcnn/false_positive": 0.13970654151439077, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.5, "time": 0.721889678388834, "total_loss": 1.7047324103732535} {"data_time": 0.010540185496211052, "eta_seconds": 158420.55330265313, "iteration": 54639, "loss_fcos_cls": 0.27881015627644956, "loss_fcos_ctr": 0.6205475823953748, "loss_fcos_loc": 0.20602153608342633, "loss_mask": 0.28156798146665096, "loss_maskiou": 0.006373763040755875, "loss_sem_seg": 0.30149888852611184, "lr": 0.01, "mask_rcnn/accuracy": 0.8860973432713466, "mask_rcnn/false_negative": 0.09506644416835658, "mask_rcnn/false_positive": 0.16294805426419062, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7429069923236966, "total_loss": 1.6841990946959413} {"data_time": 0.010878637433052063, "eta_seconds": 158325.97160224896, "iteration": 54659, "loss_fcos_cls": 0.2794537548907101, "loss_fcos_ctr": 0.6230626022443175, "loss_fcos_loc": 0.21940957685001194, "loss_mask": 0.28284838516265154, "loss_maskiou": 0.005948980266111903, "loss_sem_seg": 0.31121150217950344, "lr": 0.01, "mask_rcnn/accuracy": 0.881254842670659, "mask_rcnn/false_negative": 0.11269435909117356, "mask_rcnn/false_positive": 0.12433187229204896, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7544195894151926, "total_loss": 1.7178799332032213} {"data_time": 0.01017704326659441, "eta_seconds": 158302.4410552336, "iteration": 54679, "loss_fcos_cls": 0.29017526586540043, "loss_fcos_ctr": 0.6236983546987176, "loss_fcos_loc": 0.22186883224640042, "loss_mask": 0.28280657809227705, "loss_maskiou": 0.0066946071237907745, "loss_sem_seg": 0.2762467572465539, "lr": 0.01, "mask_rcnn/accuracy": 0.8702990126506491, "mask_rcnn/false_negative": 0.11355599329295374, "mask_rcnn/false_positive": 0.1580506092395998, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.75, "time": 0.7333480902016163, "total_loss": 1.7083063027384924} {"data_time": 0.010625646449625492, "eta_seconds": 158402.8721286133, "iteration": 54699, "loss_fcos_cls": 0.27663736464455724, "loss_fcos_ctr": 0.6187075423076749, "loss_fcos_loc": 0.20418141316622496, "loss_mask": 0.2708979845046997, "loss_maskiou": 0.005780997722467873, "loss_sem_seg": 0.26563903712667525, "lr": 0.01, "mask_rcnn/accuracy": 0.8722328250329983, "mask_rcnn/false_negative": 0.11414639437245988, "mask_rcnn/false_positive": 0.15409644355373217, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7444805474951863, "total_loss": 1.6640380257740617} {"data_time": 0.010331928730010986, "eta_seconds": 158423.82682878617, "iteration": 54719, "loss_fcos_cls": 0.29107076139189303, "loss_fcos_ctr": 0.622441990301013, "loss_fcos_loc": 0.216531841782853, "loss_mask": 0.27968166675418615, "loss_maskiou": 0.00649187343151425, "loss_sem_seg": 0.34099439997226, "lr": 0.01, "mask_rcnn/accuracy": 0.8759983082105135, "mask_rcnn/false_negative": 0.09568829148708319, "mask_rcnn/false_positive": 0.155101799507681, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.742985344491899, "total_loss": 1.7443583916392527} {"data_time": 0.010251451283693314, "eta_seconds": 158400.10351842362, "iteration": 54739, "loss_fcos_cls": 0.2813368565402925, "loss_fcos_ctr": 0.6277917874976993, "loss_fcos_loc": 0.22279979195445776, "loss_mask": 0.28544840030372143, "loss_maskiou": 0.006845019306638278, "loss_sem_seg": 0.33145156665705144, "lr": 0.01, "mask_rcnn/accuracy": 0.8775277234181345, "mask_rcnn/false_negative": 0.0899639112443408, "mask_rcnn/false_positive": 0.1333639617625842, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.5, "time": 0.7211125260218978, "total_loss": 1.7603873283078428} {"data_time": 0.010393681935966015, "eta_seconds": 158358.72847703844, "iteration": 54759, "loss_fcos_cls": 0.2871420537121594, "loss_fcos_ctr": 0.6250281203538179, "loss_fcos_loc": 0.2145183316897601, "loss_mask": 0.2768819956108928, "loss_maskiou": 0.006109618479968049, "loss_sem_seg": 0.29465605737641454, "lr": 0.01, "mask_rcnn/accuracy": 0.8828026883830455, "mask_rcnn/false_negative": 0.09233831895205794, "mask_rcnn/false_positive": 0.14140769254922336, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7180147506296635, "total_loss": 1.6760113692289451} {"data_time": 0.010673347860574722, "eta_seconds": 158203.5230019912, "iteration": 54779, "loss_fcos_cls": 0.26536064920946956, "loss_fcos_ctr": 0.6176730552688241, "loss_fcos_loc": 0.195759218884632, "loss_mask": 0.2662734715268016, "loss_maskiou": 0.005936631278018467, "loss_sem_seg": 0.3264277190901339, "lr": 0.01, "mask_rcnn/accuracy": 0.8458150949058869, "mask_rcnn/false_negative": 0.09881345006598138, "mask_rcnn/false_positive": 0.2104855277608345, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.5, "time": 0.721763376146555, "total_loss": 1.6725201617664425} {"data_time": 0.010241120122373104, "eta_seconds": 158214.2179235993, "iteration": 54799, "loss_fcos_cls": 0.285312739899382, "loss_fcos_ctr": 0.6221084669232368, "loss_fcos_loc": 0.211054727435112, "loss_mask": 0.2975740749388933, "loss_maskiou": 0.008121843136905227, "loss_sem_seg": 0.31006008200347424, "lr": 0.01, "mask_rcnn/accuracy": 0.8573027917038409, "mask_rcnn/false_negative": 0.08229257385406032, "mask_rcnn/false_positive": 0.202327055780924, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7360767750069499, "total_loss": 1.7534815620165318} {"data_time": 0.009280008263885975, "eta_seconds": 158341.23540816922, "iteration": 54819, "loss_fcos_cls": 0.2755226045846939, "loss_fcos_ctr": 0.6246810471639037, "loss_fcos_loc": 0.20914526656270027, "loss_mask": 0.289575376547873, "loss_maskiou": 0.006434551818529144, "loss_sem_seg": 0.3598838096950203, "lr": 0.01, "mask_rcnn/accuracy": 0.8915756536989796, "mask_rcnn/false_negative": 0.10074099287808966, "mask_rcnn/false_positive": 0.11927207719361033, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 26.0, "time": 0.7474505128338933, "total_loss": 1.7552212844275346} {"data_time": 0.009554760530591011, "eta_seconds": 158299.87027493864, "iteration": 54839, "loss_fcos_cls": 0.2827653679996729, "loss_fcos_ctr": 0.6210546176880598, "loss_fcos_loc": 0.20824473863467574, "loss_mask": 0.2804507492110133, "loss_maskiou": 0.006435187766328454, "loss_sem_seg": 0.3108818558976054, "lr": 0.01, "mask_rcnn/accuracy": 0.8802694991039894, "mask_rcnn/false_negative": 0.0956380515552642, "mask_rcnn/false_positive": 0.17133011732570547, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.0, "time": 0.7419998226687312, "total_loss": 1.7116712277784245} {"data_time": 0.009481950663030148, "eta_seconds": 158285.1557244137, "iteration": 54859, "loss_fcos_cls": 0.26355437794700265, "loss_fcos_ctr": 0.624017161782831, "loss_fcos_loc": 0.21240645193029195, "loss_mask": 0.2718795873224735, "loss_maskiou": 0.005442980211228132, "loss_sem_seg": 0.3190629202872515, "lr": 0.01, "mask_rcnn/accuracy": 0.8951530612244898, "mask_rcnn/false_negative": 0.10848550276418306, "mask_rcnn/false_positive": 0.12881823999363212, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.7296767942607403, "total_loss": 1.7025034439502633} {"data_time": 0.009627584367990494, "eta_seconds": 158209.62362499442, "iteration": 54879, "loss_fcos_cls": 0.276214508805424, "loss_fcos_ctr": 0.6204212554730475, "loss_fcos_loc": 0.201596220722422, "loss_mask": 0.28842980694025755, "loss_maskiou": 0.006555489177117124, "loss_sem_seg": 0.30632877070456743, "lr": 0.01, "mask_rcnn/accuracy": 0.9013858839949482, "mask_rcnn/false_negative": 0.09198444041633191, "mask_rcnn/false_positive": 0.11899353609882322, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.75, "time": 0.7375488523393869, "total_loss": 1.7069513786700554} {"data_time": 0.010270634666085243, "eta_seconds": 158140.69864723738, "iteration": 54899, "loss_fcos_cls": 0.282713929656893, "loss_fcos_ctr": 0.6260337303392589, "loss_fcos_loc": 0.22129324104753323, "loss_mask": 0.2821601699106395, "loss_maskiou": 0.006616549799218774, "loss_sem_seg": 0.34799888310953975, "lr": 0.01, "mask_rcnn/accuracy": 0.8869907993791922, "mask_rcnn/false_negative": 0.09488609608079104, "mask_rcnn/false_positive": 0.12516352902374603, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 26.75, "time": 0.7385010309517384, "total_loss": 1.7631857748237962} {"data_time": 0.01000631507486105, "eta_seconds": 158113.63527726103, "iteration": 54919, "loss_fcos_cls": 0.2779841364827007, "loss_fcos_ctr": 0.6235867762006819, "loss_fcos_loc": 0.20721538038924336, "loss_mask": 0.27945534186437726, "loss_maskiou": 0.006254486303078011, "loss_sem_seg": 0.3353069336153567, "lr": 0.01, "mask_rcnn/accuracy": 0.8801921453418113, "mask_rcnn/false_negative": 0.08211474736455207, "mask_rcnn/false_positive": 0.15157480493388795, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.7376906434074044, "total_loss": 1.7779508732492104} {"data_time": 0.009582453407347202, "eta_seconds": 157995.8004476186, "iteration": 54939, "loss_fcos_cls": 0.28756330884061754, "loss_fcos_ctr": 0.6227580076083541, "loss_fcos_loc": 0.2124378269072622, "loss_mask": 0.2692449325695634, "loss_maskiou": 0.006482553384557832, "loss_sem_seg": 0.3364451597444713, "lr": 0.01, "mask_rcnn/accuracy": 0.8691280566280566, "mask_rcnn/false_negative": 0.09122274207004058, "mask_rcnn/false_positive": 0.1571329273973444, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.25, "time": 0.7281334921717644, "total_loss": 1.7463461890583858} {"data_time": 0.01119420025497675, "eta_seconds": 158084.22986529488, "iteration": 54959, "loss_fcos_cls": 0.2680848971940577, "loss_fcos_ctr": 0.620836213696748, "loss_fcos_loc": 0.20954710320802405, "loss_mask": 0.27809708286076784, "loss_maskiou": 0.00622883734467905, "loss_sem_seg": 0.27865011151880026, "lr": 0.01, "mask_rcnn/accuracy": 0.883570107403205, "mask_rcnn/false_negative": 0.09814502609491685, "mask_rcnn/false_positive": 0.14667025667056938, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7500116126611829, "total_loss": 1.6823852416564478} {"data_time": 0.010374627076089382, "eta_seconds": 158056.5080517754, "iteration": 54979, "loss_fcos_cls": 0.2727811652002856, "loss_fcos_ctr": 0.6236484809778631, "loss_fcos_loc": 0.20458112191408873, "loss_mask": 0.27599634462967515, "loss_maskiou": 0.005720272230973933, "loss_sem_seg": 0.29842381412163377, "lr": 0.01, "mask_rcnn/accuracy": 0.8643248473542293, "mask_rcnn/false_negative": 0.09871266884383326, "mask_rcnn/false_positive": 0.189230069796736, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.7263900665566325, "total_loss": 1.6864383080392145} {"data_time": 0.010499386116862297, "eta_seconds": 158054.82445332874, "iteration": 54999, "loss_fcos_cls": 0.28550469037145376, "loss_fcos_ctr": 0.6239886954426765, "loss_fcos_loc": 0.21003040531650186, "loss_mask": 0.28879561740905046, "loss_maskiou": 0.006791123763832729, "loss_sem_seg": 0.3034837981685996, "lr": 0.01, "mask_rcnn/accuracy": 0.8613036123540325, "mask_rcnn/false_negative": 0.10774331719593305, "mask_rcnn/false_positive": 0.1431194373553414, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.0, "time": 0.7302733957767487, "total_loss": 1.7360524022951722} {"data_time": 0.009498844854533672, "eta_seconds": 158004.11698587984, "iteration": 55019, "loss_fcos_cls": 0.2760804129065946, "loss_fcos_ctr": 0.6194716664031148, "loss_fcos_loc": 0.20128323044627905, "loss_mask": 0.2631521997973323, "loss_maskiou": 0.005447647963592317, "loss_sem_seg": 0.36418240144848824, "lr": 0.01, "mask_rcnn/accuracy": 0.8940490779645192, "mask_rcnn/false_negative": 0.07958153989870766, "mask_rcnn/false_positive": 0.13689015040860383, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7158007891848683, "total_loss": 1.7526978237074218} {"data_time": 0.008893127553164959, "eta_seconds": 157916.1041091783, "iteration": 55039, "loss_fcos_cls": 0.2779756363015622, "loss_fcos_ctr": 0.6218546247109771, "loss_fcos_loc": 0.20372045144904405, "loss_mask": 0.2789104883559048, "loss_maskiou": 0.00644581820233725, "loss_sem_seg": 0.3032625266350806, "lr": 0.01, "mask_rcnn/accuracy": 0.890406820622986, "mask_rcnn/false_negative": 0.1069982928477532, "mask_rcnn/false_positive": 0.12491090435723999, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7292371615767479, "total_loss": 1.6787662140341126} {"data_time": 0.010561634786427021, "eta_seconds": 157907.64175750874, "iteration": 55059, "loss_fcos_cls": 0.2774243901949376, "loss_fcos_ctr": 0.6228832816705108, "loss_fcos_loc": 0.20510734687559307, "loss_mask": 0.28215044690296054, "loss_maskiou": 0.006413727693143301, "loss_sem_seg": 0.3276778133586049, "lr": 0.01, "mask_rcnn/accuracy": 0.8746089901477831, "mask_rcnn/false_negative": 0.09778476947785686, "mask_rcnn/false_positive": 0.1808307701047816, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7257628235965967, "total_loss": 1.722684726548323} {"data_time": 0.010273657739162445, "eta_seconds": 157885.15077885985, "iteration": 55079, "loss_fcos_cls": 0.26177687873132527, "loss_fcos_ctr": 0.6187586830928922, "loss_fcos_loc": 0.19598916301038116, "loss_mask": 0.2708183201029897, "loss_maskiou": 0.00604428922815714, "loss_sem_seg": 0.33784664096310735, "lr": 0.01, "mask_rcnn/accuracy": 0.8816129406307978, "mask_rcnn/false_negative": 0.08717298346076163, "mask_rcnn/false_positive": 0.1294202601777672, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.5, "time": 0.7367121558636427, "total_loss": 1.6684624432436976} {"data_time": 0.01065555028617382, "eta_seconds": 157816.2246695459, "iteration": 55099, "loss_fcos_cls": 0.274522821418941, "loss_fcos_ctr": 0.621457876637578, "loss_fcos_loc": 0.19487654033582658, "loss_mask": 0.2582272030413151, "loss_maskiou": 0.006167966545035597, "loss_sem_seg": 0.34082846296951175, "lr": 0.01, "mask_rcnn/accuracy": 0.8880008328632658, "mask_rcnn/false_negative": 0.09439614427933488, "mask_rcnn/false_positive": 0.14821615795290394, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 37.0, "time": 0.7334858160465956, "total_loss": 1.7072217248642119} {"data_time": 0.010332913137972355, "eta_seconds": 157703.29388677888, "iteration": 55119, "loss_fcos_cls": 0.26610599691048265, "loss_fcos_ctr": 0.624151767231524, "loss_fcos_loc": 0.20653706579469144, "loss_mask": 0.27344543393701315, "loss_maskiou": 0.006267921795370057, "loss_sem_seg": 0.30474640894681215, "lr": 0.01, "mask_rcnn/accuracy": 0.8828086441990741, "mask_rcnn/false_negative": 0.09235601428892137, "mask_rcnn/false_positive": 0.1715042796545742, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7319847866892815, "total_loss": 1.6916230063361581} {"data_time": 0.01065742690116167, "eta_seconds": 157688.615688717, "iteration": 55139, "loss_fcos_cls": 0.2711165689397603, "loss_fcos_ctr": 0.6199073707684875, "loss_fcos_loc": 0.19434384652413428, "loss_mask": 0.27213790733367205, "loss_maskiou": 0.0061106991561246105, "loss_sem_seg": 0.33021955005824566, "lr": 0.01, "mask_rcnn/accuracy": 0.8747773261847112, "mask_rcnn/false_negative": 0.1038499884791862, "mask_rcnn/false_positive": 0.1617509962445071, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7371951444074512, "total_loss": 1.6863382322335383} {"data_time": 0.009704388678073883, "eta_seconds": 157654.03410870954, "iteration": 55159, "loss_fcos_cls": 0.27849139948375523, "loss_fcos_ctr": 0.6252768076956272, "loss_fcos_loc": 0.2070020925020799, "loss_mask": 0.2659030305221677, "loss_maskiou": 0.005781515472335741, "loss_sem_seg": 0.29092164244502783, "lr": 0.01, "mask_rcnn/accuracy": 0.8673792085402887, "mask_rcnn/false_negative": 0.11011482149299259, "mask_rcnn/false_positive": 0.15911677203900204, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7271212665364146, "total_loss": 1.7105637728491274} {"data_time": 0.010554611682891846, "eta_seconds": 157639.3577634953, "iteration": 55179, "loss_fcos_cls": 0.2678629970178008, "loss_fcos_ctr": 0.6255052599590272, "loss_fcos_loc": 0.2129938555881381, "loss_mask": 0.27505524829030037, "loss_maskiou": 0.005496421916177496, "loss_sem_seg": 0.32277571922168136, "lr": 0.01, "mask_rcnn/accuracy": 0.8789708182478639, "mask_rcnn/false_negative": 0.09930382128356283, "mask_rcnn/false_positive": 0.13018134437987394, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.5, "time": 0.7567872302606702, "total_loss": 1.7094759258106933} {"data_time": 0.010278105735778809, "eta_seconds": 157616.9463228602, "iteration": 55199, "loss_fcos_cls": 0.2718368483474478, "loss_fcos_ctr": 0.6252092774957418, "loss_fcos_loc": 0.21451319509651512, "loss_mask": 0.27153298165649176, "loss_maskiou": 0.005850119719980285, "loss_sem_seg": 0.28892344096675515, "lr": 0.01, "mask_rcnn/accuracy": 0.8949796715561225, "mask_rcnn/false_negative": 0.08495114514374932, "mask_rcnn/false_positive": 0.13172552076258687, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 32.75, "time": 0.7272299146279693, "total_loss": 1.6864547314853553} {"data_time": 0.010254320688545704, "eta_seconds": 157610.0050730668, "iteration": 55219, "loss_fcos_cls": 0.28301552264019847, "loss_fcos_ctr": 0.6182510666549206, "loss_fcos_loc": 0.2067421149695292, "loss_mask": 0.27943984093144536, "loss_maskiou": 0.006205851539561991, "loss_sem_seg": 0.3058265005238354, "lr": 0.01, "mask_rcnn/accuracy": 0.8714537369001655, "mask_rcnn/false_negative": 0.09535984522829882, "mask_rcnn/false_positive": 0.14958443494640267, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.5, "time": 0.7253891164436936, "total_loss": 1.7041800707302173} {"data_time": 0.009503528475761414, "eta_seconds": 157595.32872785255, "iteration": 55239, "loss_fcos_cls": 0.28368724696338177, "loss_fcos_ctr": 0.6204965095967054, "loss_fcos_loc": 0.20245054838596843, "loss_mask": 0.2777463523671031, "loss_maskiou": 0.006303505884716287, "loss_sem_seg": 0.3762548305094242, "lr": 0.01, "mask_rcnn/accuracy": 0.8865246293368552, "mask_rcnn/false_negative": 0.08447122975971759, "mask_rcnn/false_positive": 0.14794426398302876, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.25, "time": 0.7253967439755797, "total_loss": 1.7624700997184846} {"data_time": 0.009007266722619534, "eta_seconds": 157643.26463527605, "iteration": 55259, "loss_fcos_cls": 0.28353467606939375, "loss_fcos_ctr": 0.6261034030467272, "loss_fcos_loc": 0.21855901257367805, "loss_mask": 0.2667613448575139, "loss_maskiou": 0.005814554780954495, "loss_sem_seg": 0.33447626745328307, "lr": 0.01, "mask_rcnn/accuracy": 0.8784883271490415, "mask_rcnn/false_negative": 0.09363803036914983, "mask_rcnn/false_positive": 0.12283664069137204, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.7434782534837723, "total_loss": 1.7238260265730787} {"data_time": 0.00961251836270094, "eta_seconds": 157628.58245864138, "iteration": 55279, "loss_fcos_cls": 0.29303937358781695, "loss_fcos_ctr": 0.6220395127311349, "loss_fcos_loc": 0.21335029939655215, "loss_mask": 0.28076908458024263, "loss_maskiou": 0.006768171893781982, "loss_sem_seg": 0.33533878810703754, "lr": 0.01, "mask_rcnn/accuracy": 0.889273413318229, "mask_rcnn/false_negative": 0.10689097567549, "mask_rcnn/false_positive": 0.13604571892172224, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.5, "time": 0.742211913689971, "total_loss": 1.7436466701165045} {"data_time": 0.009701969102025032, "eta_seconds": 157558.8598243827, "iteration": 55299, "loss_fcos_cls": 0.28601449844427407, "loss_fcos_ctr": 0.6199049921706319, "loss_fcos_loc": 0.2025685829576105, "loss_mask": 0.272223184350878, "loss_maskiou": 0.006448751606512815, "loss_sem_seg": 0.35637507890351117, "lr": 0.01, "mask_rcnn/accuracy": 0.8779397889292704, "mask_rcnn/false_negative": 0.08840065343748903, "mask_rcnn/false_positive": 0.16327598884177752, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7186062121763825, "total_loss": 1.756121021709987} {"data_time": 0.009989363141357899, "eta_seconds": 157536.62334699556, "iteration": 55319, "loss_fcos_cls": 0.26568388217128813, "loss_fcos_ctr": 0.6243325220420957, "loss_fcos_loc": 0.21134397794958204, "loss_mask": 0.27592279110103846, "loss_maskiou": 0.006031581724528223, "loss_sem_seg": 0.32226065918803215, "lr": 0.01, "mask_rcnn/accuracy": 0.8828325918782147, "mask_rcnn/false_negative": 0.10152649768346644, "mask_rcnn/false_positive": 0.13217461926670032, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.7344880206510425, "total_loss": 1.6862911019779858} {"data_time": 0.010195992887020111, "eta_seconds": 157550.49518296774, "iteration": 55339, "loss_fcos_cls": 0.282542219851166, "loss_fcos_ctr": 0.6205891007557511, "loss_fcos_loc": 0.20682724166545086, "loss_mask": 0.26644772943109274, "loss_maskiou": 0.005789684451883659, "loss_sem_seg": 0.29839630983769894, "lr": 0.01, "mask_rcnn/accuracy": 0.8893754167700515, "mask_rcnn/false_negative": 0.09155025560435189, "mask_rcnn/false_positive": 0.13011269910404064, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7375431209802628, "total_loss": 1.7007209894291009} {"data_time": 0.010020988993346691, "eta_seconds": 157514.82867599744, "iteration": 55359, "loss_fcos_cls": 0.295250344555825, "loss_fcos_ctr": 0.6203689598478377, "loss_fcos_loc": 0.20682613737881184, "loss_mask": 0.28405197709798813, "loss_maskiou": 0.0062193989142542705, "loss_sem_seg": 0.3579517644830048, "lr": 0.01, "mask_rcnn/accuracy": 0.8348732324445277, "mask_rcnn/false_negative": 0.12892920246496434, "mask_rcnn/false_positive": 0.18311572745858518, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.7300561685115099, "total_loss": 1.7506907077113283} {"data_time": 0.010435237549245358, "eta_seconds": 157500.1516265357, "iteration": 55379, "loss_fcos_cls": 0.28609166911337525, "loss_fcos_ctr": 0.6234117960557342, "loss_fcos_loc": 0.20872618875000626, "loss_mask": 0.28213788848370314, "loss_maskiou": 0.0062815427299938165, "loss_sem_seg": 0.26431939587928355, "lr": 0.01, "mask_rcnn/accuracy": 0.8889858252782725, "mask_rcnn/false_negative": 0.10293126410412254, "mask_rcnn/false_positive": 0.10670731935244976, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7324864994734526, "total_loss": 1.6880167342023924} {"data_time": 0.010708298534154892, "eta_seconds": 157540.48939883336, "iteration": 55399, "loss_fcos_cls": 0.2820605281740427, "loss_fcos_ctr": 0.6229439694434404, "loss_fcos_loc": 0.21575949306134135, "loss_mask": 0.2897138688713312, "loss_maskiou": 0.005934335553320125, "loss_sem_seg": 0.29266840033233166, "lr": 0.01, "mask_rcnn/accuracy": 0.883183071365192, "mask_rcnn/false_negative": 0.09475472102009519, "mask_rcnn/false_positive": 0.1390803482567895, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7440419103950262, "total_loss": 1.690836202535138} {"data_time": 0.010243463329970837, "eta_seconds": 157525.8072221987, "iteration": 55419, "loss_fcos_cls": 0.2762238011928275, "loss_fcos_ctr": 0.6230552038177848, "loss_fcos_loc": 0.20625275373458862, "loss_mask": 0.26234164740890265, "loss_maskiou": 0.005499839932411987, "loss_sem_seg": 0.35132458759471774, "lr": 0.01, "mask_rcnn/accuracy": 0.8818094543184779, "mask_rcnn/false_negative": 0.10723277101245637, "mask_rcnn/false_positive": 0.11879216738453888, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7368404204025865, "total_loss": 1.7301279879029607} {"data_time": 0.010354869067668915, "eta_seconds": 157500.95332798827, "iteration": 55439, "loss_fcos_cls": 0.29442755493801087, "loss_fcos_ctr": 0.6246974170207977, "loss_fcos_loc": 0.20803132350556552, "loss_mask": 0.28968555573374033, "loss_maskiou": 0.006614992569666356, "loss_sem_seg": 0.3239115746691823, "lr": 0.01, "mask_rcnn/accuracy": 0.8610077593922673, "mask_rcnn/false_negative": 0.09928388297310847, "mask_rcnn/false_positive": 0.15675088745848098, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7332890313118696, "total_loss": 1.7523248710058397} {"data_time": 0.010729278437793255, "eta_seconds": 157680.22962966748, "iteration": 55459, "loss_fcos_cls": 0.2824124121107161, "loss_fcos_ctr": 0.6241616341285408, "loss_fcos_loc": 0.21372543962206692, "loss_mask": 0.2701303632929921, "loss_maskiou": 0.006509498720333795, "loss_sem_seg": 0.35064818896353245, "lr": 0.01, "mask_rcnn/accuracy": 0.8784722222222222, "mask_rcnn/false_negative": 0.08630129356242129, "mask_rcnn/false_positive": 0.1287286797561652, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.5, "time": 0.7441088641062379, "total_loss": 1.743490109227423} {"data_time": 0.010472050867974758, "eta_seconds": 157433.7755504027, "iteration": 55479, "loss_fcos_cls": 0.2771150644402951, "loss_fcos_ctr": 0.6224112138152122, "loss_fcos_loc": 0.20423046592622995, "loss_mask": 0.2722010836005211, "loss_maskiou": 0.006376735276717227, "loss_sem_seg": 0.3447583890520036, "lr": 0.01, "mask_rcnn/accuracy": 0.8767206618464961, "mask_rcnn/false_negative": 0.09278323742496665, "mask_rcnn/false_positive": 0.1498743064024544, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.75, "time": 0.717126258648932, "total_loss": 1.7230613178689964} {"data_time": 0.00948278047144413, "eta_seconds": 157404.53624006733, "iteration": 55499, "loss_fcos_cls": 0.28062966268043965, "loss_fcos_ctr": 0.6246546087786555, "loss_fcos_loc": 0.21112064376939088, "loss_mask": 0.28229715675115585, "loss_maskiou": 0.006497726222733036, "loss_sem_seg": 0.34990943409502506, "lr": 0.01, "mask_rcnn/accuracy": 0.865254873211026, "mask_rcnn/false_negative": 0.11111933086805642, "mask_rcnn/false_positive": 0.1650874667707475, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 42.5, "time": 0.739217066206038, "total_loss": 1.7341012109536678} {"data_time": 0.009568874724209309, "eta_seconds": 157404.4201445356, "iteration": 55519, "loss_fcos_cls": 0.2693319320678711, "loss_fcos_ctr": 0.6236697118729353, "loss_fcos_loc": 0.21352679864503443, "loss_mask": 0.2902541682124138, "loss_maskiou": 0.006370906303345691, "loss_sem_seg": 0.2957515326561406, "lr": 0.01, "mask_rcnn/accuracy": 0.8803089979748143, "mask_rcnn/false_negative": 0.09894687532227378, "mask_rcnn/false_positive": 0.16294649342371909, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7536684069782495, "total_loss": 1.7119142412557267} {"data_time": 0.010976229794323444, "eta_seconds": 157375.18354963884, "iteration": 55539, "loss_fcos_cls": 0.28507558070123196, "loss_fcos_ctr": 0.617862859275192, "loss_fcos_loc": 0.19831133971456438, "loss_mask": 0.26651222817599773, "loss_maskiou": 0.006782237920560874, "loss_sem_seg": 0.3071296173147857, "lr": 0.01, "mask_rcnn/accuracy": 0.8946341904020783, "mask_rcnn/false_negative": 0.11069321250788633, "mask_rcnn/false_positive": 0.12400716052638808, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7181203346699476, "total_loss": 1.6947253157995874} {"data_time": 0.00955482292920351, "eta_seconds": 157364.4275852237, "iteration": 55559, "loss_fcos_cls": 0.2852625697851181, "loss_fcos_ctr": 0.6240933910012245, "loss_fcos_loc": 0.2112260271096602, "loss_mask": 0.2919883616268635, "loss_maskiou": 0.006661375751718879, "loss_sem_seg": 0.3187875538133085, "lr": 0.01, "mask_rcnn/accuracy": 0.8951408234298561, "mask_rcnn/false_negative": 0.07784806053704926, "mask_rcnn/false_positive": 0.11376229271741838, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7279063686728477, "total_loss": 1.7409864439541707} {"data_time": 0.009972447529435158, "eta_seconds": 157321.31908228435, "iteration": 55579, "loss_fcos_cls": 0.2775747695704922, "loss_fcos_ctr": 0.6218276126310229, "loss_fcos_loc": 0.20198662113398314, "loss_mask": 0.27867400646209717, "loss_maskiou": 0.006282207265030593, "loss_sem_seg": 0.340996939688921, "lr": 0.01, "mask_rcnn/accuracy": 0.8820750956632653, "mask_rcnn/false_negative": 0.09225704041494986, "mask_rcnn/false_positive": 0.12666465014711406, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7198584396392107, "total_loss": 1.7384671350882854} {"data_time": 0.010235586203634739, "eta_seconds": 157307.20771174505, "iteration": 55599, "loss_fcos_cls": 0.2684455062262714, "loss_fcos_ctr": 0.6191990906372666, "loss_fcos_loc": 0.20054245344363153, "loss_mask": 0.2733983788639307, "loss_maskiou": 0.006623931156354956, "loss_sem_seg": 0.31061994144693017, "lr": 0.01, "mask_rcnn/accuracy": 0.8775248015873016, "mask_rcnn/false_negative": 0.09834303553601195, "mask_rcnn/false_positive": 0.12636545037959834, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.731399510987103, "total_loss": 1.6973156448220834} {"data_time": 0.009810980409383774, "eta_seconds": 157325.27050217707, "iteration": 55619, "loss_fcos_cls": 0.27679677912965417, "loss_fcos_ctr": 0.6198921063914895, "loss_fcos_loc": 0.20902825763914734, "loss_mask": 0.2714505409821868, "loss_maskiou": 0.006270978774409741, "loss_sem_seg": 0.2953076091071125, "lr": 0.01, "mask_rcnn/accuracy": 0.8819549535916061, "mask_rcnn/false_negative": 0.09775213510755221, "mask_rcnn/false_positive": 0.14759216888300383, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.7507924782112241, "total_loss": 1.667455839287868} {"data_time": 0.00983968935906887, "eta_seconds": 157301.8018235676, "iteration": 55639, "loss_fcos_cls": 0.2687008189968765, "loss_fcos_ctr": 0.6187498737126589, "loss_fcos_loc": 0.20443090610206127, "loss_mask": 0.2710602283477783, "loss_maskiou": 0.006055947145796381, "loss_sem_seg": 0.3071295546833426, "lr": 0.01, "mask_rcnn/accuracy": 0.8864085986899397, "mask_rcnn/false_negative": 0.09488552881721163, "mask_rcnn/false_positive": 0.1267878194345508, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.75, "time": 0.7300881016999483, "total_loss": 1.7219017102615908} {"data_time": 0.010468277148902416, "eta_seconds": 157301.67622400075, "iteration": 55659, "loss_fcos_cls": 0.2986670765094459, "loss_fcos_ctr": 0.623251966200769, "loss_fcos_loc": 0.21504687395645306, "loss_mask": 0.27704987209290266, "loss_maskiou": 0.006633299635723233, "loss_sem_seg": 0.3288940950296819, "lr": 0.01, "mask_rcnn/accuracy": 0.8809410430839002, "mask_rcnn/false_negative": 0.1029296302836093, "mask_rcnn/false_positive": 0.12994653317337956, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.25, "time": 0.7578593268990517, "total_loss": 1.7497329411125975} {"data_time": 0.010110382921993732, "eta_seconds": 157281.2390057752, "iteration": 55679, "loss_fcos_cls": 0.29597287776414305, "loss_fcos_ctr": 0.6218634797260165, "loss_fcos_loc": 0.19998829951509833, "loss_mask": 0.268549389205873, "loss_maskiou": 0.006129977380624041, "loss_sem_seg": 0.3290196005254984, "lr": 0.01, "mask_rcnn/accuracy": 0.8791650881664141, "mask_rcnn/false_negative": 0.09836183887155218, "mask_rcnn/false_positive": 0.13155079147744275, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.7309148032218218, "total_loss": 1.727392953253002} {"data_time": 0.009279771707952023, "eta_seconds": 157257.77278792486, "iteration": 55699, "loss_fcos_cls": 0.28047043655533344, "loss_fcos_ctr": 0.6226578960195184, "loss_fcos_loc": 0.20157815073616803, "loss_mask": 0.261994996573776, "loss_maskiou": 0.005428056654636748, "loss_sem_seg": 0.33219399442896247, "lr": 0.01, "mask_rcnn/accuracy": 0.8814529910324785, "mask_rcnn/false_negative": 0.10193066251123895, "mask_rcnn/false_positive": 0.13608576279397416, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7325877640396357, "total_loss": 1.7199500833230559} {"data_time": 0.010078364983201027, "eta_seconds": 157235.94244617596, "iteration": 55719, "loss_fcos_cls": 0.2850323016755283, "loss_fcos_ctr": 0.6188369961455464, "loss_fcos_loc": 0.20344556565396488, "loss_mask": 0.27186316810548306, "loss_maskiou": 0.005685085638106102, "loss_sem_seg": 0.2886190856806934, "lr": 0.01, "mask_rcnn/accuracy": 0.8952932772402524, "mask_rcnn/false_negative": 0.0942858523076344, "mask_rcnn/false_positive": 0.13294218258593093, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.75, "time": 0.7358622774481773, "total_loss": 1.677761977116461} {"data_time": 0.00881215836852789, "eta_seconds": 157221.26676868275, "iteration": 55739, "loss_fcos_cls": 0.2939882376231253, "loss_fcos_ctr": 0.6260567274875939, "loss_fcos_loc": 0.2186401792569086, "loss_mask": 0.2828131439164281, "loss_maskiou": 0.006506227524369024, "loss_sem_seg": 0.3405773639678955, "lr": 0.01, "mask_rcnn/accuracy": 0.866284177384359, "mask_rcnn/false_negative": 0.10457891040908032, "mask_rcnn/false_positive": 0.16864258522599407, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7307188082486391, "total_loss": 1.780873499068548} {"data_time": 0.010638290084898472, "eta_seconds": 157222.53034390602, "iteration": 55759, "loss_fcos_cls": 0.27875900419894606, "loss_fcos_ctr": 0.6217395914718509, "loss_fcos_loc": 0.2081084536621347, "loss_mask": 0.28237881418317556, "loss_maskiou": 0.006072335563658271, "loss_sem_seg": 0.3170422944240272, "lr": 0.01, "mask_rcnn/accuracy": 0.8805193000300832, "mask_rcnn/false_negative": 0.08907015374442515, "mask_rcnn/false_positive": 0.1485059881713709, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.5, "time": 0.7332224072888494, "total_loss": 1.722464232101629} {"data_time": 0.010077926330268383, "eta_seconds": 157247.905977292, "iteration": 55779, "loss_fcos_cls": 0.27589034382253885, "loss_fcos_ctr": 0.6165550947189331, "loss_fcos_loc": 0.19673429685644805, "loss_mask": 0.26660147309303284, "loss_maskiou": 0.005664071330102161, "loss_sem_seg": 0.33064162731170654, "lr": 0.01, "mask_rcnn/accuracy": 0.8946663560037599, "mask_rcnn/false_negative": 0.0811170844650202, "mask_rcnn/false_positive": 0.1446960258588516, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.732061829417944, "total_loss": 1.7142381301819114} {"data_time": 0.010263706557452679, "eta_seconds": 157198.9323034659, "iteration": 55799, "loss_fcos_cls": 0.2754006991162896, "loss_fcos_ctr": 0.623093394562602, "loss_fcos_loc": 0.20564802817534655, "loss_mask": 0.2744226725772023, "loss_maskiou": 0.006299611704889685, "loss_sem_seg": 0.31888470868580043, "lr": 0.01, "mask_rcnn/accuracy": 0.8898429023508138, "mask_rcnn/false_negative": 0.08637836570009205, "mask_rcnn/false_positive": 0.15488314026905797, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.0, "time": 0.7293377704918385, "total_loss": 1.721575076924637} {"data_time": 0.009846566244959831, "eta_seconds": 157178.49884750415, "iteration": 55819, "loss_fcos_cls": 0.27654322842136025, "loss_fcos_ctr": 0.6215544864535332, "loss_fcos_loc": 0.21855217427946627, "loss_mask": 0.278775020968169, "loss_maskiou": 0.0068458675959846005, "loss_sem_seg": 0.3062094529159367, "lr": 0.01, "mask_rcnn/accuracy": 0.8759616448205299, "mask_rcnn/false_negative": 0.10269408294321672, "mask_rcnn/false_positive": 0.1452971114447349, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7379957502707839, "total_loss": 1.7253890989522915} {"data_time": 0.009637897834181786, "eta_seconds": 157147.88838121668, "iteration": 55839, "loss_fcos_cls": 0.27405080711469054, "loss_fcos_ctr": 0.6260432535782456, "loss_fcos_loc": 0.2204760005697608, "loss_mask": 0.2891929326578975, "loss_maskiou": 0.006385478263837285, "loss_sem_seg": 0.30032787565141916, "lr": 0.01, "mask_rcnn/accuracy": 0.8731699358699805, "mask_rcnn/false_negative": 0.09405627388175047, "mask_rcnn/false_positive": 0.13689092523965762, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7214334197342396, "total_loss": 1.715225094143534} {"data_time": 0.010282207280397415, "eta_seconds": 157144.27692245133, "iteration": 55859, "loss_fcos_cls": 0.2804720778949559, "loss_fcos_ctr": 0.6229874540586025, "loss_fcos_loc": 0.20956347370520234, "loss_mask": 0.2962722657248378, "loss_maskiou": 0.006318216052022763, "loss_sem_seg": 0.28565558861009777, "lr": 0.01, "mask_rcnn/accuracy": 0.8747144221096961, "mask_rcnn/false_negative": 0.1105135431830576, "mask_rcnn/false_positive": 0.13561019362950671, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.7382226139307022, "total_loss": 1.704199191153748} {"data_time": 0.00968803372234106, "eta_seconds": 157125.68568099663, "iteration": 55879, "loss_fcos_cls": 0.28076998121105134, "loss_fcos_ctr": 0.6220230099279433, "loss_fcos_loc": 0.20525102032115683, "loss_mask": 0.2712308093905449, "loss_maskiou": 0.0063840097791398875, "loss_sem_seg": 0.32389152282848954, "lr": 0.01, "mask_rcnn/accuracy": 0.8943929339749624, "mask_rcnn/false_negative": 0.07522187864281758, "mask_rcnn/false_positive": 0.1293207366447875, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7352862218394876, "total_loss": 1.698150069656549} {"data_time": 0.010388311930000782, "eta_seconds": 157088.17079136707, "iteration": 55899, "loss_fcos_cls": 0.28864372335374355, "loss_fcos_ctr": 0.6241452526301146, "loss_fcos_loc": 0.21301678288728, "loss_mask": 0.27539208997040987, "loss_maskiou": 0.006249726029636804, "loss_sem_seg": 0.3486218764446676, "lr": 0.01, "mask_rcnn/accuracy": 0.8896287059599959, "mask_rcnn/false_negative": 0.0806343288067364, "mask_rcnn/false_positive": 0.14149796505467616, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.0, "time": 0.740654299966991, "total_loss": 1.7771685810439521} {"data_time": 0.010488951578736305, "eta_seconds": 157073.49657958932, "iteration": 55919, "loss_fcos_cls": 0.2776101534254849, "loss_fcos_ctr": 0.6224522404372692, "loss_fcos_loc": 0.2087329754140228, "loss_mask": 0.2856638990342617, "loss_maskiou": 0.006957884106668644, "loss_sem_seg": 0.32831606548279524, "lr": 0.01, "mask_rcnn/accuracy": 0.8745434253246753, "mask_rcnn/false_negative": 0.11892949140494635, "mask_rcnn/false_positive": 0.14344819163445394, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7448740340769291, "total_loss": 1.7374388456446468} {"data_time": 0.009791633114218712, "eta_seconds": 157041.5470400937, "iteration": 55939, "loss_fcos_cls": 0.2777819479815662, "loss_fcos_ctr": 0.622058030217886, "loss_fcos_loc": 0.20559746597427875, "loss_mask": 0.26724532153457403, "loss_maskiou": 0.0066160535789094865, "loss_sem_seg": 0.3414892256259918, "lr": 0.01, "mask_rcnn/accuracy": 0.8543179620638578, "mask_rcnn/false_negative": 0.1013943816515964, "mask_rcnn/false_positive": 0.15559416335017368, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.75, "time": 0.7103999732062221, "total_loss": 1.7172601281199604} {"data_time": 0.01012808084487915, "eta_seconds": 157026.87444237247, "iteration": 55959, "loss_fcos_cls": 0.28720717085525393, "loss_fcos_ctr": 0.6193839842453599, "loss_fcos_loc": 0.20484979439061135, "loss_mask": 0.2770367534831166, "loss_maskiou": 0.0064036513067549095, "loss_sem_seg": 0.3372805519029498, "lr": 0.01, "mask_rcnn/accuracy": 0.8787244995363552, "mask_rcnn/false_negative": 0.09723854855763608, "mask_rcnn/false_positive": 0.1468370481592243, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7519303541630507, "total_loss": 1.7244367226812756} {"data_time": 0.010829743929207325, "eta_seconds": 157047.8299600985, "iteration": 55979, "loss_fcos_cls": 0.2820170879131183, "loss_fcos_ctr": 0.6252730009146035, "loss_fcos_loc": 0.21164776850491762, "loss_mask": 0.2784230289980769, "loss_maskiou": 0.006366670655552298, "loss_sem_seg": 0.3614584766328335, "lr": 0.01, "mask_rcnn/accuracy": 0.8862015296993186, "mask_rcnn/false_negative": 0.09899326890074046, "mask_rcnn/false_positive": 0.12325564219481061, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7480634897947311, "total_loss": 1.7439911495603155} {"data_time": 0.009891236200928688, "eta_seconds": 157052.1552741304, "iteration": 55999, "loss_fcos_cls": 0.27955234074033797, "loss_fcos_ctr": 0.6219471599906683, "loss_fcos_loc": 0.2064731902210042, "loss_mask": 0.2821262953802943, "loss_maskiou": 0.006235403780010529, "loss_sem_seg": 0.3173454296775162, "lr": 0.01, "mask_rcnn/accuracy": 0.8915610162984113, "mask_rcnn/false_negative": 0.08970276953403006, "mask_rcnn/false_positive": 0.14797692858646105, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.25, "time": 0.7370860334485769, "total_loss": 1.7227631741807272} {"data_time": 0.010387337766587734, "eta_seconds": 157183.40126908477, "iteration": 56019, "loss_fcos_cls": 0.2976459348574281, "loss_fcos_ctr": 0.6230705259367824, "loss_fcos_loc": 0.2146640119026415, "loss_mask": 0.2634307318367064, "loss_maskiou": 0.005913350803893991, "loss_sem_seg": 0.32191117899492383, "lr": 0.01, "mask_rcnn/accuracy": 0.8815678588945655, "mask_rcnn/false_negative": 0.09072808439023572, "mask_rcnn/false_positive": 0.15584201571217837, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.25, "time": 0.7274187542498112, "total_loss": 1.7400057915365323} {"data_time": 0.009427503682672977, "eta_seconds": 157289.27943799365, "iteration": 56039, "loss_fcos_cls": 0.28734342148527503, "loss_fcos_ctr": 0.6176889324560761, "loss_fcos_loc": 0.19344190461561084, "loss_mask": 0.27756945695728064, "loss_maskiou": 0.006669038557447493, "loss_sem_seg": 0.3161931806243956, "lr": 0.01, "mask_rcnn/accuracy": 0.856497509718173, "mask_rcnn/false_negative": 0.09873184087280376, "mask_rcnn/false_positive": 0.15014958946510332, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.25, "time": 0.7462016670033336, "total_loss": 1.7080723733452032} {"data_time": 0.0109990444034338, "eta_seconds": 157274.5768258879, "iteration": 56059, "loss_fcos_cls": 0.27773385285399854, "loss_fcos_ctr": 0.6222133552655578, "loss_fcos_loc": 0.20683200610801578, "loss_mask": 0.27445678878575563, "loss_maskiou": 0.005979273300908972, "loss_sem_seg": 0.3144860314205289, "lr": 0.01, "mask_rcnn/accuracy": 0.8916821662875676, "mask_rcnn/false_negative": 0.0853254444190959, "mask_rcnn/false_positive": 0.15843377677834597, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 39.0, "time": 0.7133450303226709, "total_loss": 1.7056598380731884} {"data_time": 0.00939788855612278, "eta_seconds": 157259.87421378214, "iteration": 56079, "loss_fcos_cls": 0.27047942695207894, "loss_fcos_ctr": 0.6223883414641023, "loss_fcos_loc": 0.20728670805692673, "loss_mask": 0.2797558857128024, "loss_maskiou": 0.0067762979088001885, "loss_sem_seg": 0.33285168977454305, "lr": 0.01, "mask_rcnn/accuracy": 0.8851342642320086, "mask_rcnn/false_negative": 0.09853692031800204, "mask_rcnn/false_positive": 0.11851560004415704, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.75, "time": 0.7305928170681, "total_loss": 1.7108125800295966} {"data_time": 0.009937306866049767, "eta_seconds": 157232.4262919817, "iteration": 56099, "loss_fcos_cls": 0.2750730821862817, "loss_fcos_ctr": 0.6212061084806919, "loss_fcos_loc": 0.20155921252444386, "loss_mask": 0.2692021322436631, "loss_maskiou": 0.0061699377110926434, "loss_sem_seg": 0.36492503620684147, "lr": 0.01, "mask_rcnn/accuracy": 0.8789903382310467, "mask_rcnn/false_negative": 0.08902171912225153, "mask_rcnn/false_positive": 0.1489737382213976, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.7297110240906477, "total_loss": 1.7451699894591002} {"data_time": 0.009369567036628723, "eta_seconds": 157239.32985555474, "iteration": 56119, "loss_fcos_cls": 0.2739442428573966, "loss_fcos_ctr": 0.6234220247715712, "loss_fcos_loc": 0.20404724637046456, "loss_mask": 0.27262242045253515, "loss_maskiou": 0.005997040942020249, "loss_sem_seg": 0.2981491149403155, "lr": 0.01, "mask_rcnn/accuracy": 0.8815801289161149, "mask_rcnn/false_negative": 0.09206638125452157, "mask_rcnn/false_positive": 0.15245576621959767, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7467444874346256, "total_loss": 1.6973545103392098} {"data_time": 0.009576976299285889, "eta_seconds": 157156.19774319045, "iteration": 56139, "loss_fcos_cls": 0.28580061439424753, "loss_fcos_ctr": 0.6210888298228383, "loss_fcos_loc": 0.21210463216993958, "loss_mask": 0.27260691672563553, "loss_maskiou": 0.0058315410715295, "loss_sem_seg": 0.3273153565824032, "lr": 0.01, "mask_rcnn/accuracy": 0.8606870935187262, "mask_rcnn/false_negative": 0.11570806749325138, "mask_rcnn/false_positive": 0.14644375114725092, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7240728437900543, "total_loss": 1.7047068266765564} {"data_time": 0.010071859695017338, "eta_seconds": 157031.61636036355, "iteration": 56159, "loss_fcos_cls": 0.28424104303121567, "loss_fcos_ctr": 0.6198816625401378, "loss_fcos_loc": 0.2076454128837213, "loss_mask": 0.27469239849597216, "loss_maskiou": 0.005718814820284024, "loss_sem_seg": 0.2844752852106467, "lr": 0.01, "mask_rcnn/accuracy": 0.8875885702443453, "mask_rcnn/false_negative": 0.07213438596252048, "mask_rcnn/false_positive": 0.15376673020996556, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7218873417004943, "total_loss": 1.65347930144344} {"data_time": 0.00980327744036913, "eta_seconds": 157003.23439381272, "iteration": 56179, "loss_fcos_cls": 0.27376563427969813, "loss_fcos_ctr": 0.6240669284015894, "loss_fcos_loc": 0.20789473224431276, "loss_mask": 0.2821952230297029, "loss_maskiou": 0.005995405605062842, "loss_sem_seg": 0.3143044216558337, "lr": 0.01, "mask_rcnn/accuracy": 0.8759530287337713, "mask_rcnn/false_negative": 0.09451329277702798, "mask_rcnn/false_positive": 0.1562360763590925, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.7369242655113339, "total_loss": 1.6977773646067362} {"data_time": 0.009090176783502102, "eta_seconds": 157019.08181757946, "iteration": 56199, "loss_fcos_cls": 0.2687223784159869, "loss_fcos_ctr": 0.621372134424746, "loss_fcos_loc": 0.20812115748412907, "loss_mask": 0.2738682092167437, "loss_maskiou": 0.00617008593690116, "loss_sem_seg": 0.2852337807416916, "lr": 0.01, "mask_rcnn/accuracy": 0.8695347930839002, "mask_rcnn/false_negative": 0.07675993826903385, "mask_rcnn/false_positive": 0.19127818293061355, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7313068145886064, "total_loss": 1.6750120373544632} {"data_time": 0.010280005633831024, "eta_seconds": 156973.86342755705, "iteration": 56219, "loss_fcos_cls": 0.2816286087036133, "loss_fcos_ctr": 0.6217643413692713, "loss_fcos_loc": 0.20581242348998785, "loss_mask": 0.2730705915018916, "loss_maskiou": 0.00658644616487436, "loss_sem_seg": 0.2835981557145715, "lr": 0.01, "mask_rcnn/accuracy": 0.8692010137388289, "mask_rcnn/false_negative": 0.11337586824358134, "mask_rcnn/false_positive": 0.1426660682044931, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7282190229743719, "total_loss": 1.7152529484883416} {"data_time": 0.010160636156797409, "eta_seconds": 156989.7051389264, "iteration": 56239, "loss_fcos_cls": 0.29326514422427863, "loss_fcos_ctr": 0.6246872441843152, "loss_fcos_loc": 0.2106772307306528, "loss_mask": 0.27071640361100435, "loss_maskiou": 0.006135290750535205, "loss_sem_seg": 0.30367755866609514, "lr": 0.01, "mask_rcnn/accuracy": 0.8840837126629628, "mask_rcnn/false_negative": 0.08363849052089703, "mask_rcnn/false_positive": 0.13265711384991555, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7401581201702356, "total_loss": 1.716879437706666} {"data_time": 0.010712683200836182, "eta_seconds": 156912.39852056466, "iteration": 56259, "loss_fcos_cls": 0.290680767968297, "loss_fcos_ctr": 0.6217120103538036, "loss_fcos_loc": 0.2059917743317783, "loss_mask": 0.26806023996323347, "loss_maskiou": 0.0065861379480338655, "loss_sem_seg": 0.3285568868741393, "lr": 0.01, "mask_rcnn/accuracy": 0.8828262101942226, "mask_rcnn/false_negative": 0.0832348231867511, "mask_rcnn/false_positive": 0.1569812316407817, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 38.0, "time": 0.7273641237989068, "total_loss": 1.7467671658087056} {"data_time": 0.009008335880935192, "eta_seconds": 156897.7160405051, "iteration": 56279, "loss_fcos_cls": 0.2811218404676765, "loss_fcos_ctr": 0.6257846625521779, "loss_fcos_loc": 0.2209778130054474, "loss_mask": 0.2825382836163044, "loss_maskiou": 0.006307384348474443, "loss_sem_seg": 0.3245722586289048, "lr": 0.01, "mask_rcnn/accuracy": 0.8564488780586861, "mask_rcnn/false_negative": 0.09958620078559216, "mask_rcnn/false_positive": 0.15673247215266556, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7370037287473679, "total_loss": 1.7673734297932242} {"data_time": 0.009891643188893795, "eta_seconds": 157098.1454806188, "iteration": 56299, "loss_fcos_cls": 0.2692502479767427, "loss_fcos_ctr": 0.6214826814830303, "loss_fcos_loc": 0.20725443167611957, "loss_mask": 0.28115177899599075, "loss_maskiou": 0.00684749057109002, "loss_sem_seg": 0.3407064275816083, "lr": 0.01, "mask_rcnn/accuracy": 0.867236097012547, "mask_rcnn/false_negative": 0.09737794243893247, "mask_rcnn/false_positive": 0.17534129649853114, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 39.25, "time": 0.7422545030713081, "total_loss": 1.735681198493694} {"data_time": 0.00989147275686264, "eta_seconds": 157097.38741366938, "iteration": 56319, "loss_fcos_cls": 0.2707978340331465, "loss_fcos_ctr": 0.6228934368118644, "loss_fcos_loc": 0.21324019797611982, "loss_mask": 0.27376209292560816, "loss_maskiou": 0.006201720905664843, "loss_sem_seg": 0.3635909939184785, "lr": 0.01, "mask_rcnn/accuracy": 0.8866176278203589, "mask_rcnn/false_negative": 0.09180107992309658, "mask_rcnn/false_positive": 0.13739743179880648, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.75, "time": 0.7475346121937037, "total_loss": 1.753047219099244} {"data_time": 0.010307781398296356, "eta_seconds": 157056.0092471335, "iteration": 56339, "loss_fcos_cls": 0.2838329798541963, "loss_fcos_ctr": 0.6263234028592706, "loss_fcos_loc": 0.22207591810729355, "loss_mask": 0.29433153569698334, "loss_maskiou": 0.006551452926942147, "loss_sem_seg": 0.3277763808146119, "lr": 0.01, "mask_rcnn/accuracy": 0.8562745013259541, "mask_rcnn/false_negative": 0.12285177464175077, "mask_rcnn/false_positive": 0.153347551509027, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.75, "time": 0.7306128470227122, "total_loss": 1.752682117104996} {"data_time": 0.009318757802248001, "eta_seconds": 156901.5751029672, "iteration": 56359, "loss_fcos_cls": 0.28760316548869014, "loss_fcos_ctr": 0.6231276160106063, "loss_fcos_loc": 0.20677653327584267, "loss_mask": 0.2914335709065199, "loss_maskiou": 0.007128297496819869, "loss_sem_seg": 0.3186817937530577, "lr": 0.01, "mask_rcnn/accuracy": 0.8640701488700628, "mask_rcnn/false_negative": 0.08954689651698806, "mask_rcnn/false_positive": 0.1693529304819294, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7258110884577036, "total_loss": 1.7213275699104997} {"data_time": 0.011058313772082329, "eta_seconds": 156886.88676364068, "iteration": 56379, "loss_fcos_cls": 0.2851032754406333, "loss_fcos_ctr": 0.6195053905248642, "loss_fcos_loc": 0.20394648076035082, "loss_mask": 0.27754361741244793, "loss_maskiou": 0.00633693701820448, "loss_sem_seg": 0.2776591391302645, "lr": 0.01, "mask_rcnn/accuracy": 0.8915432839802587, "mask_rcnn/false_negative": 0.0905499140968696, "mask_rcnn/false_positive": 0.12614027841974995, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.0, "time": 0.7343321517109871, "total_loss": 1.660551632361603} {"data_time": 0.009488864801824093, "eta_seconds": 156789.50620827358, "iteration": 56399, "loss_fcos_cls": 0.3025428196415305, "loss_fcos_ctr": 0.6248866566456854, "loss_fcos_loc": 0.22638699889648706, "loss_mask": 0.2967979544773698, "loss_maskiou": 0.0072473600739613175, "loss_sem_seg": 0.31152604101225734, "lr": 0.01, "mask_rcnn/accuracy": 0.869603742301845, "mask_rcnn/false_negative": 0.10307355186306706, "mask_rcnn/false_positive": 0.16171313338818444, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.25, "time": 0.7256405344232917, "total_loss": 1.777326144539984} {"data_time": 0.009807719849050045, "eta_seconds": 156739.84003151488, "iteration": 56419, "loss_fcos_cls": 0.27012682368513197, "loss_fcos_ctr": 0.6213677506893873, "loss_fcos_loc": 0.20411241753026843, "loss_mask": 0.2885110480710864, "loss_maskiou": 0.006287055381108075, "loss_sem_seg": 0.33038191427476704, "lr": 0.01, "mask_rcnn/accuracy": 0.8807981819488359, "mask_rcnn/false_negative": 0.09195351317634708, "mask_rcnn/false_positive": 0.1280247271364179, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.7304755318909883, "total_loss": 1.7163238401408307} {"data_time": 0.011751962825655937, "eta_seconds": 156700.33574490063, "iteration": 56439, "loss_fcos_cls": 0.2819436879362911, "loss_fcos_ctr": 0.6227889442816377, "loss_fcos_loc": 0.20469220273662359, "loss_mask": 0.27130763977766037, "loss_maskiou": 0.006289731085416861, "loss_sem_seg": 0.3139956337399781, "lr": 0.01, "mask_rcnn/accuracy": 0.869112431557989, "mask_rcnn/false_negative": 0.09875805468477883, "mask_rcnn/false_positive": 0.16822961565732558, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.0, "time": 0.7331531718373299, "total_loss": 1.7285018668771954} {"data_time": 0.009398422203958035, "eta_seconds": 156566.89525173698, "iteration": 56459, "loss_fcos_cls": 0.28834802098572254, "loss_fcos_ctr": 0.6229372462257743, "loss_fcos_loc": 0.21605107467621565, "loss_mask": 0.2778572654351592, "loss_maskiou": 0.006345262750983238, "loss_sem_seg": 0.31712044635787606, "lr": 0.01, "mask_rcnn/accuracy": 0.8841046033798134, "mask_rcnn/false_negative": 0.08328989331836048, "mask_rcnn/false_positive": 0.14449336992726905, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.5, "time": 0.7061672424897552, "total_loss": 1.7436594118189532} {"data_time": 0.008740886114537716, "eta_seconds": 156583.75457752403, "iteration": 56479, "loss_fcos_cls": 0.2856659945100546, "loss_fcos_ctr": 0.6253701355308294, "loss_fcos_loc": 0.21555876405909657, "loss_mask": 0.27722377656027675, "loss_maskiou": 0.005928470185608603, "loss_sem_seg": 0.3445802847854793, "lr": 0.01, "mask_rcnn/accuracy": 0.8853757849293564, "mask_rcnn/false_negative": 0.11006384974761632, "mask_rcnn/false_positive": 0.12538072615918683, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.5, "time": 0.7191552044823766, "total_loss": 1.7525384624459548} {"data_time": 0.01047672238200903, "eta_seconds": 156549.22678905912, "iteration": 56499, "loss_fcos_cls": 0.2757577372249216, "loss_fcos_ctr": 0.6214092830196023, "loss_fcos_loc": 0.2074333536438644, "loss_mask": 0.27600123547017574, "loss_maskiou": 0.0062556498451158404, "loss_sem_seg": 0.3241605209186673, "lr": 0.01, "mask_rcnn/accuracy": 0.8896361910148675, "mask_rcnn/false_negative": 0.07950399856847176, "mask_rcnn/false_positive": 0.1415243163009251, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.726445347070694, "total_loss": 1.7246481189104088} {"data_time": 0.009793272241950035, "eta_seconds": 156488.0109814722, "iteration": 56519, "loss_fcos_cls": 0.2751938186120242, "loss_fcos_ctr": 0.6249503698199987, "loss_fcos_loc": 0.21675496571697295, "loss_mask": 0.2875035898759961, "loss_maskiou": 0.006002246795105748, "loss_sem_seg": 0.32209281995892525, "lr": 0.01, "mask_rcnn/accuracy": 0.8638876994610077, "mask_rcnn/false_negative": 0.10024095430872407, "mask_rcnn/false_positive": 0.15531537269904286, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7298788670450449, "total_loss": 1.7396586417598883} {"data_time": 0.009635322727262974, "eta_seconds": 156518.01580500975, "iteration": 56539, "loss_fcos_cls": 0.28218323935288936, "loss_fcos_ctr": 0.6213044710457325, "loss_fcos_loc": 0.21031381702050567, "loss_mask": 0.27484788559377193, "loss_maskiou": 0.00684690030902857, "loss_sem_seg": 0.2909564501605928, "lr": 0.01, "mask_rcnn/accuracy": 0.8702227591916532, "mask_rcnn/false_negative": 0.09774638998521654, "mask_rcnn/false_positive": 0.15836052943139728, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7385839624330401, "total_loss": 1.6919708130335493} {"data_time": 0.010001610033214092, "eta_seconds": 156525.0872784471, "iteration": 56559, "loss_fcos_cls": 0.26941314595751464, "loss_fcos_ctr": 0.6221160180866718, "loss_fcos_loc": 0.20783242722973228, "loss_mask": 0.2788515370339155, "loss_maskiou": 0.005929225066211075, "loss_sem_seg": 0.2768156642559916, "lr": 0.01, "mask_rcnn/accuracy": 0.8811085607592093, "mask_rcnn/false_negative": 0.12481926495219463, "mask_rcnn/false_positive": 0.14759260035908023, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.7351678246632218, "total_loss": 1.6920636252762051} {"data_time": 0.010328756645321846, "eta_seconds": 156536.12180497963, "iteration": 56579, "loss_fcos_cls": 0.2799345140811056, "loss_fcos_ctr": 0.6229829350486398, "loss_fcos_loc": 0.204711185535416, "loss_mask": 0.27994989417493343, "loss_maskiou": 0.006470685955719091, "loss_sem_seg": 0.3527215498033911, "lr": 0.01, "mask_rcnn/accuracy": 0.887705230740945, "mask_rcnn/false_negative": 0.08050488130591799, "mask_rcnn/false_positive": 0.13344686116291543, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.25, "time": 0.7370739756152034, "total_loss": 1.7652438111108495} {"data_time": 0.010361313819885254, "eta_seconds": 156495.75362890866, "iteration": 56599, "loss_fcos_cls": 0.2836309317499399, "loss_fcos_ctr": 0.6213827803730965, "loss_fcos_loc": 0.2124892787542194, "loss_mask": 0.27915547136217356, "loss_maskiou": 0.006642869077040814, "loss_sem_seg": 0.32045347103849053, "lr": 0.01, "mask_rcnn/accuracy": 0.8816669816074578, "mask_rcnn/false_negative": 0.09405346932109673, "mask_rcnn/false_positive": 0.15413929080068858, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.7078167581930757, "total_loss": 1.7203439048789733} {"data_time": 0.009637041948735714, "eta_seconds": 156449.5842752019, "iteration": 56619, "loss_fcos_cls": 0.2858423450961709, "loss_fcos_ctr": 0.6226676646620035, "loss_fcos_loc": 0.20737914252094924, "loss_mask": 0.2612990280613303, "loss_maskiou": 0.005786702346085804, "loss_sem_seg": 0.34663614397868514, "lr": 0.01, "mask_rcnn/accuracy": 0.8830226235230935, "mask_rcnn/false_negative": 0.09666336634525022, "mask_rcnn/false_positive": 0.14047831661314397, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.0, "time": 0.7316221203655005, "total_loss": 1.7410235276147432} {"data_time": 0.009838426485657692, "eta_seconds": 156444.69186489657, "iteration": 56639, "loss_fcos_cls": 0.2852108059450984, "loss_fcos_ctr": 0.6220383932814002, "loss_fcos_loc": 0.2056177423801273, "loss_mask": 0.2771088117733598, "loss_maskiou": 0.0068581984378397465, "loss_sem_seg": 0.3273483596276492, "lr": 0.01, "mask_rcnn/accuracy": 0.8776606345663265, "mask_rcnn/false_negative": 0.10695963899648603, "mask_rcnn/false_positive": 0.14484744201049876, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7352313390001655, "total_loss": 1.7195277870778227} {"data_time": 0.00990981049835682, "eta_seconds": 156343.83029852528, "iteration": 56659, "loss_fcos_cls": 0.2741889152675867, "loss_fcos_ctr": 0.6237715696915984, "loss_fcos_loc": 0.21245648537296802, "loss_mask": 0.2715392904356122, "loss_maskiou": 0.006269979814533144, "loss_sem_seg": 0.35191144538111985, "lr": 0.01, "mask_rcnn/accuracy": 0.8717090079430165, "mask_rcnn/false_negative": 0.10827667184245907, "mask_rcnn/false_positive": 0.16328757155693402, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.7296706214547157, "total_loss": 1.7420858912882977} {"data_time": 0.010120212100446224, "eta_seconds": 156278.1321177911, "iteration": 56679, "loss_fcos_cls": 0.29348651552572846, "loss_fcos_ctr": 0.6221461417153478, "loss_fcos_loc": 0.21399350208230317, "loss_mask": 0.28410615492612123, "loss_maskiou": 0.006426163454307243, "loss_sem_seg": 0.30220435094088316, "lr": 0.01, "mask_rcnn/accuracy": 0.8614718614718615, "mask_rcnn/false_negative": 0.11011886112049515, "mask_rcnn/false_positive": 0.17452977797125346, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 38.75, "time": 0.7157082501798868, "total_loss": 1.709614761202829} {"data_time": 0.010199970565736294, "eta_seconds": 156304.3727175519, "iteration": 56699, "loss_fcos_cls": 0.27109699975699186, "loss_fcos_ctr": 0.6182099636644125, "loss_fcos_loc": 0.19626981590408832, "loss_mask": 0.2792276097461581, "loss_maskiou": 0.005847560445545241, "loss_sem_seg": 0.3147981851361692, "lr": 0.01, "mask_rcnn/accuracy": 0.8709669931190867, "mask_rcnn/false_negative": 0.10408307049423451, "mask_rcnn/false_positive": 0.15431380182658005, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 39.5, "time": 0.7525761174038053, "total_loss": 1.7004230468155583} {"data_time": 0.009579936042428017, "eta_seconds": 156295.44852839317, "iteration": 56719, "loss_fcos_cls": 0.2869982869597152, "loss_fcos_ctr": 0.6228644461371005, "loss_fcos_loc": 0.2024472268531099, "loss_mask": 0.27229198813438416, "loss_maskiou": 0.006639856394031085, "loss_sem_seg": 0.3034035600721836, "lr": 0.01, "mask_rcnn/accuracy": 0.8700177482742306, "mask_rcnn/false_negative": 0.08686816393468019, "mask_rcnn/false_positive": 0.1812962083389429, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.75, "time": 0.7367268512025476, "total_loss": 1.7193308323403471} {"data_time": 0.010452511720359325, "eta_seconds": 156280.7922347216, "iteration": 56739, "loss_fcos_cls": 0.2832166622392833, "loss_fcos_ctr": 0.6229660138487816, "loss_fcos_loc": 0.1986475232988596, "loss_mask": 0.2745397109538317, "loss_maskiou": 0.006330230509774992, "loss_sem_seg": 0.2989789927378297, "lr": 0.01, "mask_rcnn/accuracy": 0.8669308336542164, "mask_rcnn/false_negative": 0.11361203043914475, "mask_rcnn/false_positive": 0.12292025380676475, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7329262783750892, "total_loss": 1.7027907038645935} {"data_time": 0.00955822691321373, "eta_seconds": 156281.632200595, "iteration": 56759, "loss_fcos_cls": 0.2808514232747257, "loss_fcos_ctr": 0.6237214151769876, "loss_fcos_loc": 0.20800702483393252, "loss_mask": 0.2736873719841242, "loss_maskiou": 0.007397891618893482, "loss_sem_seg": 0.325418830383569, "lr": 0.01, "mask_rcnn/accuracy": 0.895765247343177, "mask_rcnn/false_negative": 0.08750071877503404, "mask_rcnn/false_positive": 0.135849275728885, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.0, "time": 0.7407539486885071, "total_loss": 1.7431313403139939} {"data_time": 0.009336753748357296, "eta_seconds": 156323.6524523273, "iteration": 56779, "loss_fcos_cls": 0.28041744232177734, "loss_fcos_ctr": 0.6237234994769096, "loss_fcos_loc": 0.21288167615421116, "loss_mask": 0.2936023538932204, "loss_maskiou": 0.00670957428519614, "loss_sem_seg": 0.3305089087225497, "lr": 0.01, "mask_rcnn/accuracy": 0.8799349049964813, "mask_rcnn/false_negative": 0.09333374403072583, "mask_rcnn/false_positive": 0.16936258423494488, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7537981979548931, "total_loss": 1.7521136649593245} {"data_time": 0.009682144038379192, "eta_seconds": 156308.98938889056, "iteration": 56799, "loss_fcos_cls": 0.29453784599900246, "loss_fcos_ctr": 0.6250725518912077, "loss_fcos_loc": 0.21690970548661426, "loss_mask": 0.28301278688013554, "loss_maskiou": 0.007602068115375005, "loss_sem_seg": 0.3297867828514427, "lr": 0.01, "mask_rcnn/accuracy": 0.8728063249109168, "mask_rcnn/false_negative": 0.09642542614868094, "mask_rcnn/false_positive": 0.13007684618432447, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.75, "time": 0.7328752875328064, "total_loss": 1.7761752951992094} {"data_time": 0.00956190750002861, "eta_seconds": 156237.6589593701, "iteration": 56819, "loss_fcos_cls": 0.28408163459971547, "loss_fcos_ctr": 0.6217587729915977, "loss_fcos_loc": 0.2082554034423083, "loss_mask": 0.2735414197668433, "loss_maskiou": 0.006620010957703926, "loss_sem_seg": 0.29950432188343257, "lr": 0.01, "mask_rcnn/accuracy": 0.8672645211930926, "mask_rcnn/false_negative": 0.1033068050934846, "mask_rcnn/false_positive": 0.16681977928374436, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.0, "time": 0.7250396637246013, "total_loss": 1.708744792136713} {"data_time": 0.009154683910310268, "eta_seconds": 156239.93292541523, "iteration": 56839, "loss_fcos_cls": 0.26030572806485, "loss_fcos_ctr": 0.6216367743909359, "loss_fcos_loc": 0.20626197953242809, "loss_mask": 0.2820343943312764, "loss_maskiou": 0.0058173863144475035, "loss_sem_seg": 0.3162296870723367, "lr": 0.01, "mask_rcnn/accuracy": 0.8729936765554611, "mask_rcnn/false_negative": 0.10212014940167925, "mask_rcnn/false_positive": 0.15173613039188932, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.7306866683065891, "total_loss": 1.6905354754599102} {"data_time": 0.008867775090038776, "eta_seconds": 156244.6454999065, "iteration": 56859, "loss_fcos_cls": 0.2789900691714138, "loss_fcos_ctr": 0.6190423015505075, "loss_fcos_loc": 0.21004082029685378, "loss_mask": 0.28394500352442265, "loss_maskiou": 0.00641661805275362, "loss_sem_seg": 0.32946548238396645, "lr": 0.01, "mask_rcnn/accuracy": 0.8765468375420771, "mask_rcnn/false_negative": 0.08706706502098174, "mask_rcnn/false_positive": 0.1432093769711447, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.5, "time": 0.7451761299744248, "total_loss": 1.6908944112510653} {"data_time": 0.010054010897874832, "eta_seconds": 156258.9539383324, "iteration": 56879, "loss_fcos_cls": 0.2761487327516079, "loss_fcos_ctr": 0.6240942953154445, "loss_fcos_loc": 0.21327995287720114, "loss_mask": 0.2734523508697748, "loss_maskiou": 0.006081337443902157, "loss_sem_seg": 0.3215295863337815, "lr": 0.01, "mask_rcnn/accuracy": 0.8819716080876796, "mask_rcnn/false_negative": 0.0800990073538054, "mask_rcnn/false_positive": 0.14545093481557178, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.0, "time": 0.744401341304183, "total_loss": 1.7366463302096236} {"data_time": 0.010327708907425404, "eta_seconds": 156215.32319298293, "iteration": 56899, "loss_fcos_cls": 0.2867576468270272, "loss_fcos_ctr": 0.6210702480748296, "loss_fcos_loc": 0.20562201971188188, "loss_mask": 0.2816099189221859, "loss_maskiou": 0.006748233121470548, "loss_sem_seg": 0.294025803450495, "lr": 0.01, "mask_rcnn/accuracy": 0.8676022825619232, "mask_rcnn/false_negative": 0.10700485515632838, "mask_rcnn/false_positive": 0.1677582404918765, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7261388646438718, "total_loss": 1.701532782142749} {"data_time": 0.010170631110668182, "eta_seconds": 156148.8855916774, "iteration": 56919, "loss_fcos_cls": 0.2620619193185121, "loss_fcos_ctr": 0.621658836491406, "loss_fcos_loc": 0.2014932248275727, "loss_mask": 0.2562741953879595, "loss_maskiou": 0.0064221407228615135, "loss_sem_seg": 0.31576864840462804, "lr": 0.01, "mask_rcnn/accuracy": 0.9052312132480111, "mask_rcnn/false_negative": 0.09090192490658158, "mask_rcnn/false_positive": 0.1177599487537697, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 35.0, "time": 0.744605646468699, "total_loss": 1.645633793406887} {"data_time": 0.009813115000724792, "eta_seconds": 156206.34794483334, "iteration": 56939, "loss_fcos_cls": 0.26871189614757895, "loss_fcos_ctr": 0.6214757915586233, "loss_fcos_loc": 0.20512116339523345, "loss_mask": 0.2882666438817978, "loss_maskiou": 0.006182030119816773, "loss_sem_seg": 0.3293346455320716, "lr": 0.01, "mask_rcnn/accuracy": 0.8763701478398377, "mask_rcnn/false_negative": 0.10065244058039513, "mask_rcnn/false_positive": 0.13648218451805466, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.7423189338296652, "total_loss": 1.7129535045896773} {"data_time": 0.009977363049983978, "eta_seconds": 156151.97691117693, "iteration": 56959, "loss_fcos_cls": 0.2767069498077035, "loss_fcos_ctr": 0.6237427620217204, "loss_fcos_loc": 0.21189539693295956, "loss_mask": 0.2872264301404357, "loss_maskiou": 0.005854626404470764, "loss_sem_seg": 0.29709159350022674, "lr": 0.01, "mask_rcnn/accuracy": 0.8761341849473872, "mask_rcnn/false_negative": 0.07976844946402718, "mask_rcnn/false_positive": 0.14717386948394573, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.5, "time": 0.73368248809129, "total_loss": 1.7149247922934592} {"data_time": 0.01004720013588667, "eta_seconds": 156145.75376728177, "iteration": 56979, "loss_fcos_cls": 0.28935327916406095, "loss_fcos_ctr": 0.6241505504585803, "loss_fcos_loc": 0.2027088028844446, "loss_mask": 0.2919138306751847, "loss_maskiou": 0.006055081088561565, "loss_sem_seg": 0.3361893012188375, "lr": 0.01, "mask_rcnn/accuracy": 0.8752246268877921, "mask_rcnn/false_negative": 0.11310396628000931, "mask_rcnn/false_positive": 0.11818324550337014, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7399053955450654, "total_loss": 1.7659859329796745} {"data_time": 0.010891544632613659, "eta_seconds": 156090.26041699108, "iteration": 56999, "loss_fcos_cls": 0.29110970185138285, "loss_fcos_ctr": 0.6248061191290617, "loss_fcos_loc": 0.22271457104943693, "loss_mask": 0.28374848887324333, "loss_maskiou": 0.006044509675120935, "loss_sem_seg": 0.32322512939572334, "lr": 0.01, "mask_rcnn/accuracy": 0.8671170234398107, "mask_rcnn/false_negative": 0.1050292843181812, "mask_rcnn/false_positive": 0.18045426676779758, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7287163306027651, "total_loss": 1.710097874289204} {"data_time": 0.01023264229297638, "eta_seconds": 156091.0814886205, "iteration": 57019, "loss_fcos_cls": 0.2836875659413636, "loss_fcos_ctr": 0.6203388534486294, "loss_fcos_loc": 0.20993734966032207, "loss_mask": 0.27093795221298933, "loss_maskiou": 0.006349550385493785, "loss_sem_seg": 0.30194544582627714, "lr": 0.01, "mask_rcnn/accuracy": 0.8630534353069291, "mask_rcnn/false_negative": 0.10302955721305196, "mask_rcnn/false_positive": 0.17413831642948707, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7387082437053323, "total_loss": 1.6883879018714651} {"data_time": 0.009686487726867199, "eta_seconds": 156060.94782964792, "iteration": 57039, "loss_fcos_cls": 0.27419080305844545, "loss_fcos_ctr": 0.6189231243915856, "loss_fcos_loc": 0.19582459842786193, "loss_mask": 0.2821032302454114, "loss_maskiou": 0.00698649125843076, "loss_sem_seg": 0.3448695847764611, "lr": 0.01, "mask_rcnn/accuracy": 0.8769777378164381, "mask_rcnn/false_negative": 0.1071368129279473, "mask_rcnn/false_positive": 0.1381286803862075, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.25, "time": 0.7450178470462561, "total_loss": 1.7322940790472785} {"data_time": 0.010106310248374939, "eta_seconds": 156107.3830140056, "iteration": 57059, "loss_fcos_cls": 0.2819201454985887, "loss_fcos_ctr": 0.622039963491261, "loss_fcos_loc": 0.21321627451106906, "loss_mask": 0.28344480926170945, "loss_maskiou": 0.006241686445719097, "loss_sem_seg": 0.3414879236370325, "lr": 0.01, "mask_rcnn/accuracy": 0.8675530592353901, "mask_rcnn/false_negative": 0.1135642605966036, "mask_rcnn/false_positive": 0.15093170261662847, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 40.5, "time": 0.7454236326739192, "total_loss": 1.7430916615994647} {"data_time": 0.010369135066866875, "eta_seconds": 156072.45312848687, "iteration": 57079, "loss_fcos_cls": 0.260392943629995, "loss_fcos_ctr": 0.6224098643288016, "loss_fcos_loc": 0.21353001514216885, "loss_mask": 0.2853619488887489, "loss_maskiou": 0.0064268693822668865, "loss_sem_seg": 0.3079650430008769, "lr": 0.01, "mask_rcnn/accuracy": 0.8771955002931405, "mask_rcnn/false_negative": 0.09198646932439644, "mask_rcnn/false_positive": 0.15089563382483112, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.0, "time": 0.710543030872941, "total_loss": 1.707493839901872} {"data_time": 0.009241092950105667, "eta_seconds": 156078.0589509057, "iteration": 57099, "loss_fcos_cls": 0.282014150172472, "loss_fcos_ctr": 0.6212868839502335, "loss_fcos_loc": 0.2118408379610628, "loss_mask": 0.2877435777336359, "loss_maskiou": 0.0065789123909780756, "loss_sem_seg": 0.3055303848814219, "lr": 0.01, "mask_rcnn/accuracy": 0.8861592276770849, "mask_rcnn/false_negative": 0.09117484205841819, "mask_rcnn/false_positive": 0.14204235210641775, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.7452041320502758, "total_loss": 1.705450757406652} {"data_time": 0.010521101765334606, "eta_seconds": 156043.1328729689, "iteration": 57119, "loss_fcos_cls": 0.2873506317846477, "loss_fcos_ctr": 0.6235036449506879, "loss_fcos_loc": 0.20797537663020194, "loss_mask": 0.28239723201841116, "loss_maskiou": 0.005884192585654091, "loss_sem_seg": 0.30156961595639586, "lr": 0.01, "mask_rcnn/accuracy": 0.8743009074857306, "mask_rcnn/false_negative": 0.11728220832177466, "mask_rcnn/false_positive": 0.14250425553773693, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.0, "time": 0.7313131680712104, "total_loss": 1.7001229590241564} {"data_time": 0.010677320882678032, "eta_seconds": 156068.32360146288, "iteration": 57139, "loss_fcos_cls": 0.2851060489192605, "loss_fcos_ctr": 0.6230973992496729, "loss_fcos_loc": 0.21171406446956098, "loss_mask": 0.2779941037297249, "loss_maskiou": 0.006259356698137708, "loss_sem_seg": 0.32037009252235293, "lr": 0.01, "mask_rcnn/accuracy": 0.8874230204504161, "mask_rcnn/false_negative": 0.08902989688926047, "mask_rcnn/false_positive": 0.13809359013200156, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.75, "time": 0.7472334001213312, "total_loss": 1.7337223405265831} {"data_time": 0.00993020087480545, "eta_seconds": 156053.659729396, "iteration": 57159, "loss_fcos_cls": 0.28785815136507154, "loss_fcos_ctr": 0.6232732534408569, "loss_fcos_loc": 0.21506075328215957, "loss_mask": 0.27883822191506624, "loss_maskiou": 0.006487269660283346, "loss_sem_seg": 0.31949802627786994, "lr": 0.01, "mask_rcnn/accuracy": 0.8888527625751803, "mask_rcnn/false_negative": 0.09409270657068333, "mask_rcnn/false_positive": 0.12404053206584195, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.7144448244944215, "total_loss": 1.742586687360017} {"data_time": 0.011037695221602917, "eta_seconds": 156019.41082470585, "iteration": 57179, "loss_fcos_cls": 0.27855296805500984, "loss_fcos_ctr": 0.6219527218490839, "loss_fcos_loc": 0.20448107225820422, "loss_mask": 0.27765856124460697, "loss_maskiou": 0.006236493045435054, "loss_sem_seg": 0.32083261478692293, "lr": 0.01, "mask_rcnn/accuracy": 0.868474749337486, "mask_rcnn/false_negative": 0.0970709651139642, "mask_rcnn/false_positive": 0.17084516584478432, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 40.75, "time": 0.7301460141316056, "total_loss": 1.7300420332030626} {"data_time": 0.009828733280301094, "eta_seconds": 156015.72812015563, "iteration": 57199, "loss_fcos_cls": 0.27443505404517055, "loss_fcos_ctr": 0.6207728637382388, "loss_fcos_loc": 0.19663310959003866, "loss_mask": 0.27528236620128155, "loss_maskiou": 0.006942085499758832, "loss_sem_seg": 0.31145851919427514, "lr": 0.01, "mask_rcnn/accuracy": 0.8703357654250512, "mask_rcnn/false_negative": 0.10007782841425919, "mask_rcnn/false_positive": 0.153812224317892, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.5, "time": 0.7419068468734622, "total_loss": 1.6962145853904076} {"data_time": 0.010826379992067814, "eta_seconds": 155990.08676160593, "iteration": 57219, "loss_fcos_cls": 0.27112423349171877, "loss_fcos_ctr": 0.6248348029330373, "loss_fcos_loc": 0.20869948319159448, "loss_mask": 0.27617182210087776, "loss_maskiou": 0.0065227084123762324, "loss_sem_seg": 0.31224569003097713, "lr": 0.01, "mask_rcnn/accuracy": 0.8630760807229869, "mask_rcnn/false_negative": 0.10866575608302324, "mask_rcnn/false_positive": 0.16757223940841803, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 29.25, "time": 0.7289547706022859, "total_loss": 1.7009229837494786} {"data_time": 0.009252781979739666, "eta_seconds": 155975.42473005597, "iteration": 57239, "loss_fcos_cls": 0.2735972689697519, "loss_fcos_ctr": 0.6219764715060592, "loss_fcos_loc": 0.20348326081875712, "loss_mask": 0.2754614716395736, "loss_maskiou": 0.006139651690318715, "loss_sem_seg": 0.2910991823300719, "lr": 0.01, "mask_rcnn/accuracy": 0.8742978724502704, "mask_rcnn/false_negative": 0.09478778698290688, "mask_rcnn/false_positive": 0.15394503903181173, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7322412943467498, "total_loss": 1.6586316590037313} {"data_time": 0.011060486547648907, "eta_seconds": 155971.7389298454, "iteration": 57259, "loss_fcos_cls": 0.27733628870919347, "loss_fcos_ctr": 0.6208503600209951, "loss_fcos_loc": 0.20943351788446307, "loss_mask": 0.2686201138421893, "loss_maskiou": 0.005626852682325989, "loss_sem_seg": 0.3178081684745848, "lr": 0.01, "mask_rcnn/accuracy": 0.8697016353183065, "mask_rcnn/false_negative": 0.08834173710961035, "mask_rcnn/false_positive": 0.15711296636983685, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.25, "time": 0.7355842776596546, "total_loss": 1.7200031823304016} {"data_time": 0.010180923156440258, "eta_seconds": 155975.41864817217, "iteration": 57279, "loss_fcos_cls": 0.27124080329667777, "loss_fcos_ctr": 0.6222455743700266, "loss_fcos_loc": 0.20801880932413042, "loss_mask": 0.28004771657288074, "loss_maskiou": 0.006207977203303017, "loss_sem_seg": 0.3072294001467526, "lr": 0.01, "mask_rcnn/accuracy": 0.88999948663676, "mask_rcnn/false_negative": 0.10492098406520431, "mask_rcnn/false_positive": 0.12383677447453607, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 43.25, "time": 0.7388500571250916, "total_loss": 1.6946457520971308} {"data_time": 0.009799319319427013, "eta_seconds": 155931.43863540608, "iteration": 57299, "loss_fcos_cls": 0.2652163441525772, "loss_fcos_ctr": 0.6230049654841423, "loss_fcos_loc": 0.20514789875596762, "loss_mask": 0.2724783653393388, "loss_maskiou": 0.006401136328349821, "loss_sem_seg": 0.2959706181427464, "lr": 0.01, "mask_rcnn/accuracy": 0.8672268907563025, "mask_rcnn/false_negative": 0.11633720514562582, "mask_rcnn/false_positive": 0.15404608401575232, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.75, "time": 0.7222605673596263, "total_loss": 1.7267751666440745} {"data_time": 0.010954353958368301, "eta_seconds": 155830.20016973373, "iteration": 57319, "loss_fcos_cls": 0.27387511264532804, "loss_fcos_ctr": 0.6232810048386455, "loss_fcos_loc": 0.21588638541288674, "loss_mask": 0.27914727106690407, "loss_maskiou": 0.005727905809180811, "loss_sem_seg": 0.2857908704318106, "lr": 0.01, "mask_rcnn/accuracy": 0.9097143206078149, "mask_rcnn/false_negative": 0.09457428319604749, "mask_rcnn/false_positive": 0.11198320783287308, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.0, "time": 0.7352035529911518, "total_loss": 1.6893277571944054} {"data_time": 0.010106595233082771, "eta_seconds": 155881.87146762013, "iteration": 57339, "loss_fcos_cls": 0.28047662985045463, "loss_fcos_ctr": 0.622493140399456, "loss_fcos_loc": 0.21043165464652702, "loss_mask": 0.28092755749821663, "loss_maskiou": 0.0059882234199903905, "loss_sem_seg": 0.3233207929879427, "lr": 0.01, "mask_rcnn/accuracy": 0.887217610924967, "mask_rcnn/false_negative": 0.09109690252275024, "mask_rcnn/false_positive": 0.15137339319898313, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.7311012865975499, "total_loss": 1.743268003789126} {"data_time": 0.009318804368376732, "eta_seconds": 155930.4787324816, "iteration": 57359, "loss_fcos_cls": 0.29704714147374034, "loss_fcos_ctr": 0.6223027566447854, "loss_fcos_loc": 0.21690835966728628, "loss_mask": 0.2758375508710742, "loss_maskiou": 0.006473940200521611, "loss_sem_seg": 0.33633514819666743, "lr": 0.01, "mask_rcnn/accuracy": 0.8658137095159206, "mask_rcnn/false_negative": 0.08729312168609005, "mask_rcnn/false_positive": 0.19145454781518195, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.25, "time": 0.7414361294358969, "total_loss": 1.728311636565195} {"data_time": 0.010007760487496853, "eta_seconds": 155923.3575640153, "iteration": 57379, "loss_fcos_cls": 0.29194564174395055, "loss_fcos_ctr": 0.6215467471629381, "loss_fcos_loc": 0.2086755889467895, "loss_mask": 0.28752249851822853, "loss_maskiou": 0.006453983281971887, "loss_sem_seg": 0.3437910983338952, "lr": 0.01, "mask_rcnn/accuracy": 0.8730031074929971, "mask_rcnn/false_negative": 0.10309484351335858, "mask_rcnn/false_positive": 0.18093957065212662, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.25, "time": 0.7410993529483676, "total_loss": 1.7706918619624048} {"data_time": 0.01084470096975565, "eta_seconds": 155971.82825921662, "iteration": 57399, "loss_fcos_cls": 0.28951605525799096, "loss_fcos_ctr": 0.6231869496405125, "loss_fcos_loc": 0.2093451269902289, "loss_mask": 0.2918918402865529, "loss_maskiou": 0.006923770211869851, "loss_sem_seg": 0.3123320408631116, "lr": 0.01, "mask_rcnn/accuracy": 0.8754254105488349, "mask_rcnn/false_negative": 0.0880756465344193, "mask_rcnn/false_positive": 0.15879959389466458, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.5, "time": 0.7416801201179624, "total_loss": 1.742497819766868} {"data_time": 0.009559379890561104, "eta_seconds": 155957.15553159453, "iteration": 57419, "loss_fcos_cls": 0.29352666321210563, "loss_fcos_ctr": 0.6197536680847406, "loss_fcos_loc": 0.20535746245877817, "loss_mask": 0.26360409054905176, "loss_maskiou": 0.005935665525612421, "loss_sem_seg": 0.30327861476689577, "lr": 0.01, "mask_rcnn/accuracy": 0.8777818571016739, "mask_rcnn/false_negative": 0.09036590107859646, "mask_rcnn/false_positive": 0.12206451420564648, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.25, "time": 0.7299263793975115, "total_loss": 1.7182901947089704} {"data_time": 0.010589640587568283, "eta_seconds": 155871.81441892684, "iteration": 57439, "loss_fcos_cls": 0.301744126714766, "loss_fcos_ctr": 0.6223395755514503, "loss_fcos_loc": 0.21270388248376548, "loss_mask": 0.2684337114915252, "loss_maskiou": 0.005821952880069148, "loss_sem_seg": 0.32071167370304465, "lr": 0.01, "mask_rcnn/accuracy": 0.8723658594064281, "mask_rcnn/false_negative": 0.10397700685096511, "mask_rcnn/false_positive": 0.1569810355924153, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.7212841492146254, "total_loss": 1.7282400007679826} {"data_time": 0.010826840996742249, "eta_seconds": 155886.65173027385, "iteration": 57459, "loss_fcos_cls": 0.28351534460671246, "loss_fcos_ctr": 0.6222933204844594, "loss_fcos_loc": 0.2045856427284889, "loss_mask": 0.27214505802839994, "loss_maskiou": 0.006215592230546463, "loss_sem_seg": 0.321098605170846, "lr": 0.01, "mask_rcnn/accuracy": 0.8731587927378743, "mask_rcnn/false_negative": 0.10388726848702518, "mask_rcnn/false_positive": 0.14711674493921964, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7342348778620362, "total_loss": 1.7386837818557979} {"data_time": 0.009608675725758076, "eta_seconds": 155842.48226214945, "iteration": 57479, "loss_fcos_cls": 0.28396450728178024, "loss_fcos_ctr": 0.6190310502424836, "loss_fcos_loc": 0.2096848280634731, "loss_mask": 0.28976926673203707, "loss_maskiou": 0.006412337927031331, "loss_sem_seg": 0.30287046916782856, "lr": 0.01, "mask_rcnn/accuracy": 0.87447154871593, "mask_rcnn/false_negative": 0.10324855671215313, "mask_rcnn/false_positive": 0.13598156023117092, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7287020441144705, "total_loss": 1.7278172545775305} {"data_time": 0.009476346895098686, "eta_seconds": 155877.67825325485, "iteration": 57499, "loss_fcos_cls": 0.26422891998663545, "loss_fcos_ctr": 0.6218879157677293, "loss_fcos_loc": 0.21016117744147778, "loss_mask": 0.2796929865144193, "loss_maskiou": 0.006035284866811708, "loss_sem_seg": 0.30658583529293537, "lr": 0.01, "mask_rcnn/accuracy": 0.8951983036804465, "mask_rcnn/false_negative": 0.0814090698085794, "mask_rcnn/false_positive": 0.1178111965538175, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7461391175165772, "total_loss": 1.6982518112345133} {"data_time": 0.009429008699953556, "eta_seconds": 155948.1400404498, "iteration": 57519, "loss_fcos_cls": 0.28334310930222273, "loss_fcos_ctr": 0.6253884332254529, "loss_fcos_loc": 0.20882982783950865, "loss_mask": 0.2711982810869813, "loss_maskiou": 0.0060601814184337854, "loss_sem_seg": 0.3040346885100007, "lr": 0.01, "mask_rcnn/accuracy": 0.8619189930842985, "mask_rcnn/false_negative": 0.10157759616114256, "mask_rcnn/false_positive": 0.19693640242930338, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 41.5, "time": 0.7522326186299324, "total_loss": 1.719419417102472} {"data_time": 0.00984387006610632, "eta_seconds": 155898.65597127005, "iteration": 57539, "loss_fcos_cls": 0.2991930698044598, "loss_fcos_ctr": 0.6250993981957436, "loss_fcos_loc": 0.21190462971571833, "loss_mask": 0.2768782516941428, "loss_maskiou": 0.006670712566119619, "loss_sem_seg": 0.3212406365200877, "lr": 0.01, "mask_rcnn/accuracy": 0.8872864724707618, "mask_rcnn/false_negative": 0.07812882229268314, "mask_rcnn/false_positive": 0.16582072412122217, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.0, "time": 0.7267521051689982, "total_loss": 1.729558321814693} {"data_time": 0.010601830668747425, "eta_seconds": 155854.4464382399, "iteration": 57559, "loss_fcos_cls": 0.29113104147836566, "loss_fcos_ctr": 0.6188788143917918, "loss_fcos_loc": 0.1933768364833668, "loss_mask": 0.25349921733140945, "loss_maskiou": 0.005650934690493159, "loss_sem_seg": 0.30588593939319253, "lr": 0.01, "mask_rcnn/accuracy": 0.8845050157744256, "mask_rcnn/false_negative": 0.09485629902962606, "mask_rcnn/false_positive": 0.13528146182989337, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.75, "time": 0.7217764602974057, "total_loss": 1.6929793773888377} {"data_time": 0.009212594479322433, "eta_seconds": 155818.9951681858, "iteration": 57579, "loss_fcos_cls": 0.286323502426967, "loss_fcos_ctr": 0.6241214526817203, "loss_fcos_loc": 0.22108194301836193, "loss_mask": 0.28030466567724943, "loss_maskiou": 0.006431745499867247, "loss_sem_seg": 0.2901720874942839, "lr": 0.01, "mask_rcnn/accuracy": 0.8805075650950035, "mask_rcnn/false_negative": 0.09273089158289802, "mask_rcnn/false_positive": 0.15514834990983048, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.7265799352899194, "total_loss": 1.7209545085352147} {"data_time": 0.009432564489543438, "eta_seconds": 155868.91239801794, "iteration": 57599, "loss_fcos_cls": 0.27082144375890493, "loss_fcos_ctr": 0.6255067745223641, "loss_fcos_loc": 0.21078124782070518, "loss_mask": 0.27920489851385355, "loss_maskiou": 0.005884824102395214, "loss_sem_seg": 0.332625410053879, "lr": 0.01, "mask_rcnn/accuracy": 0.8804915199563131, "mask_rcnn/false_negative": 0.11975641656993641, "mask_rcnn/false_positive": 0.1429948613487605, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.5, "time": 0.7433789633214474, "total_loss": 1.7094959241294418} {"data_time": 0.00934012234210968, "eta_seconds": 155839.953939002, "iteration": 57619, "loss_fcos_cls": 0.27669023402268067, "loss_fcos_ctr": 0.622464157640934, "loss_fcos_loc": 0.2143083637347445, "loss_mask": 0.27451663045212626, "loss_maskiou": 0.005309177315211855, "loss_sem_seg": 0.2808312429115176, "lr": 0.01, "mask_rcnn/accuracy": 0.8640176627576176, "mask_rcnn/false_negative": 0.10922997248423938, "mask_rcnn/false_positive": 0.14271837101619275, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.0, "time": 0.7151825549080968, "total_loss": 1.6671490420558257} {"data_time": 0.009889313951134682, "eta_seconds": 155825.278430935, "iteration": 57639, "loss_fcos_cls": 0.304252635454759, "loss_fcos_ctr": 0.621417835354805, "loss_fcos_loc": 0.20712469844147563, "loss_mask": 0.2827460216358304, "loss_maskiou": 0.006801447772886604, "loss_sem_seg": 0.32748148031532764, "lr": 0.01, "mask_rcnn/accuracy": 0.8911958440092456, "mask_rcnn/false_negative": 0.09655357760947608, "mask_rcnn/false_positive": 0.11844658377896909, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.7314047953113914, "total_loss": 1.719639793242095} {"data_time": 0.009613106958568096, "eta_seconds": 155831.97027566656, "iteration": 57659, "loss_fcos_cls": 0.27964519802480936, "loss_fcos_ctr": 0.623830184340477, "loss_fcos_loc": 0.21648692106828094, "loss_mask": 0.2819171566516161, "loss_maskiou": 0.006410696194507182, "loss_sem_seg": 0.32947505731135607, "lr": 0.01, "mask_rcnn/accuracy": 0.8608397342453464, "mask_rcnn/false_negative": 0.09571398144572865, "mask_rcnn/false_positive": 0.17868351564754942, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.7409068457782269, "total_loss": 1.6968254222156247} {"data_time": 0.010476626455783844, "eta_seconds": 155884.90636091772, "iteration": 57679, "loss_fcos_cls": 0.26597218634560704, "loss_fcos_ctr": 0.6231293324381113, "loss_fcos_loc": 0.20215125242248178, "loss_mask": 0.2812973754480481, "loss_maskiou": 0.006188816259964369, "loss_sem_seg": 0.29951266990974545, "lr": 0.01, "mask_rcnn/accuracy": 0.8781192022263451, "mask_rcnn/false_negative": 0.11041265752486987, "mask_rcnn/false_positive": 0.11577005743278954, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.724775749258697, "total_loss": 1.656700331292086} {"data_time": 0.010092498734593391, "eta_seconds": 155870.22247130144, "iteration": 57699, "loss_fcos_cls": 0.29254902619868517, "loss_fcos_ctr": 0.6225963877514005, "loss_fcos_loc": 0.2111702683614567, "loss_mask": 0.2787416409701109, "loss_maskiou": 0.006171475688461214, "loss_sem_seg": 0.3446789775043726, "lr": 0.01, "mask_rcnn/accuracy": 0.8847365559126876, "mask_rcnn/false_negative": 0.0959010017847863, "mask_rcnn/false_positive": 0.14035019609293892, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.5, "time": 0.7488016057759523, "total_loss": 1.7457389076444088} {"data_time": 0.011376256123185158, "eta_seconds": 155896.76203704812, "iteration": 57719, "loss_fcos_cls": 0.27115761302411556, "loss_fcos_ctr": 0.6223045065999031, "loss_fcos_loc": 0.19317957013845444, "loss_mask": 0.2765275212004781, "loss_maskiou": 0.0055213288142113015, "loss_sem_seg": 0.3054251929279417, "lr": 0.01, "mask_rcnn/accuracy": 0.8853538512179066, "mask_rcnn/false_negative": 0.08985609257454971, "mask_rcnn/false_positive": 0.13845529615029653, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.75, "time": 0.7611536160111427, "total_loss": 1.6596136998559814} {"data_time": 0.010213435627520084, "eta_seconds": 155978.85059727915, "iteration": 57739, "loss_fcos_cls": 0.29171625431627035, "loss_fcos_ctr": 0.6241287449374795, "loss_fcos_loc": 0.21512638498097658, "loss_mask": 0.2752969046123326, "loss_maskiou": 0.006818201421992853, "loss_sem_seg": 0.3524049853440374, "lr": 0.01, "mask_rcnn/accuracy": 0.8685698263295466, "mask_rcnn/false_negative": 0.10233568523822198, "mask_rcnn/false_positive": 0.15488593252003033, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7471409542486072, "total_loss": 1.766732421470806} {"data_time": 0.009728627279400826, "eta_seconds": 155921.19164872728, "iteration": 57759, "loss_fcos_cls": 0.27528996020555496, "loss_fcos_ctr": 0.6221625250764191, "loss_fcos_loc": 0.20799622149206698, "loss_mask": 0.2754999715834856, "loss_maskiou": 0.0063859493493509945, "loss_sem_seg": 0.30848831310868263, "lr": 0.01, "mask_rcnn/accuracy": 0.8745244169096209, "mask_rcnn/false_negative": 0.10078884292996207, "mask_rcnn/false_positive": 0.13413240480468297, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.0, "time": 0.7336016204208136, "total_loss": 1.7012016994667647} {"data_time": 0.010370185598731041, "eta_seconds": 155906.49880505912, "iteration": 57779, "loss_fcos_cls": 0.2789627159945667, "loss_fcos_ctr": 0.62330402713269, "loss_fcos_loc": 0.21675626910291612, "loss_mask": 0.2741917483508587, "loss_maskiou": 0.0060292947018751875, "loss_sem_seg": 0.3256137100979686, "lr": 0.01, "mask_rcnn/accuracy": 0.8576063211479878, "mask_rcnn/false_negative": 0.10517631742335196, "mask_rcnn/false_positive": 0.1720130566650093, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.7500391248613596, "total_loss": 1.7469900218347902} {"data_time": 0.009280103258788586, "eta_seconds": 155963.43014953472, "iteration": 57799, "loss_fcos_cls": 0.2656046627089381, "loss_fcos_ctr": 0.6232362142764032, "loss_fcos_loc": 0.20227562100626528, "loss_mask": 0.276117792353034, "loss_maskiou": 0.006128614186309278, "loss_sem_seg": 0.325423541944474, "lr": 0.01, "mask_rcnn/accuracy": 0.9013126910683302, "mask_rcnn/false_negative": 0.07509840246883101, "mask_rcnn/false_positive": 0.11910838860845424, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7426508264616132, "total_loss": 1.6617364527046448} {"data_time": 0.009339491836726665, "eta_seconds": 155984.85485554207, "iteration": 57819, "loss_fcos_cls": 0.26508619461674243, "loss_fcos_ctr": 0.6178275817073882, "loss_fcos_loc": 0.19699089974164963, "loss_mask": 0.27842150954529643, "loss_maskiou": 0.006436096446122974, "loss_sem_seg": 0.3281925176270306, "lr": 0.01, "mask_rcnn/accuracy": 0.8995771312382798, "mask_rcnn/false_negative": 0.09624544815698693, "mask_rcnn/false_positive": 0.12199109932756759, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.5, "time": 0.7256177822127938, "total_loss": 1.6926604212785605} {"data_time": 0.008939492516219616, "eta_seconds": 156023.35423778836, "iteration": 57839, "loss_fcos_cls": 0.281291080173105, "loss_fcos_ctr": 0.6250830022618175, "loss_fcos_loc": 0.21417287073563784, "loss_mask": 0.28666230011731386, "loss_maskiou": 0.006785325982491486, "loss_sem_seg": 0.3262534267269075, "lr": 0.01, "mask_rcnn/accuracy": 0.8618611936532855, "mask_rcnn/false_negative": 0.09858299774245091, "mask_rcnn/false_positive": 0.18305147888276363, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.25, "time": 0.7422664407640696, "total_loss": 1.7380974217812764} {"data_time": 0.00895167700946331, "eta_seconds": 155978.22393490002, "iteration": 57859, "loss_fcos_cls": 0.27301021525636315, "loss_fcos_ctr": 0.6252045836299658, "loss_fcos_loc": 0.2158406674861908, "loss_mask": 0.29220944829285145, "loss_maskiou": 0.006743415899109095, "loss_sem_seg": 0.2931505823507905, "lr": 0.01, "mask_rcnn/accuracy": 0.8767888734441145, "mask_rcnn/false_negative": 0.10113536361359146, "mask_rcnn/false_positive": 0.14615685575523868, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.75, "time": 0.7433083411306143, "total_loss": 1.729126542682934} {"data_time": 0.009954813867807388, "eta_seconds": 155962.61577331368, "iteration": 57879, "loss_fcos_cls": 0.2700392440892756, "loss_fcos_ctr": 0.6191069395281374, "loss_fcos_loc": 0.20266710733994842, "loss_mask": 0.29393795412033796, "loss_maskiou": 0.006268725250265561, "loss_sem_seg": 0.28718834137544036, "lr": 0.01, "mask_rcnn/accuracy": 0.8722553895468523, "mask_rcnn/false_negative": 0.10738470146447426, "mask_rcnn/false_positive": 0.14463529978692347, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7370074260979891, "total_loss": 1.723130344384117} {"data_time": 0.010588985867798328, "eta_seconds": 155954.21324612107, "iteration": 57899, "loss_fcos_cls": 0.270146117080003, "loss_fcos_ctr": 0.6208040118217468, "loss_fcos_loc": 0.19984515337273479, "loss_mask": 0.2832941459491849, "loss_maskiou": 0.005874232192581985, "loss_sem_seg": 0.27617631293833256, "lr": 0.01, "mask_rcnn/accuracy": 0.8826117575362339, "mask_rcnn/false_negative": 0.10283844844349127, "mask_rcnn/false_positive": 0.12594992063266572, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.729355632327497, "total_loss": 1.680788652956835} {"data_time": 0.009783988818526268, "eta_seconds": 155911.33985897992, "iteration": 57919, "loss_fcos_cls": 0.28032952500507236, "loss_fcos_ctr": 0.6232128646224737, "loss_fcos_loc": 0.20786303491331637, "loss_mask": 0.2855264749377966, "loss_maskiou": 0.00635230251646135, "loss_sem_seg": 0.3126696846447885, "lr": 0.01, "mask_rcnn/accuracy": 0.8709879406307978, "mask_rcnn/false_negative": 0.10067873758879853, "mask_rcnn/false_positive": 0.17346906119935596, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7234948603436351, "total_loss": 1.7420960577437654} {"data_time": 0.010458774864673615, "eta_seconds": 155845.74321461096, "iteration": 57939, "loss_fcos_cls": 0.2852309918962419, "loss_fcos_ctr": 0.6232160460203886, "loss_fcos_loc": 0.2246889211528469, "loss_mask": 0.26430279202759266, "loss_maskiou": 0.006263698582188226, "loss_sem_seg": 0.2902053865836933, "lr": 0.01, "mask_rcnn/accuracy": 0.8967707515698587, "mask_rcnn/false_negative": 0.09173684105051153, "mask_rcnn/false_positive": 0.10699552309876044, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.25, "time": 0.7236978020519018, "total_loss": 1.7099708639834716} {"data_time": 0.010768899694085121, "eta_seconds": 155859.53860564064, "iteration": 57959, "loss_fcos_cls": 0.2829687315970659, "loss_fcos_ctr": 0.6236230218783021, "loss_fcos_loc": 0.2101134662516415, "loss_mask": 0.277983991894871, "loss_maskiou": 0.00605984938738402, "loss_sem_seg": 0.29634444508701563, "lr": 0.01, "mask_rcnn/accuracy": 0.8983143257302921, "mask_rcnn/false_negative": 0.08801412350480425, "mask_rcnn/false_positive": 0.12583979900077516, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7368909725919366, "total_loss": 1.695868398703169} {"data_time": 0.010360660962760448, "eta_seconds": 155820.10783534404, "iteration": 57979, "loss_fcos_cls": 0.28119588061235845, "loss_fcos_ctr": 0.6246381690725684, "loss_fcos_loc": 0.20850911014713347, "loss_mask": 0.2654996383935213, "loss_maskiou": 0.006168316132971086, "loss_sem_seg": 0.34393048472702503, "lr": 0.01, "mask_rcnn/accuracy": 0.879256660246283, "mask_rcnn/false_negative": 0.09355156275741185, "mask_rcnn/false_positive": 0.12101773200441274, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7161921951919794, "total_loss": 1.7556131886449293} {"data_time": 0.010042201727628708, "eta_seconds": 155874.38540530298, "iteration": 57999, "loss_fcos_cls": 0.28161122708115727, "loss_fcos_ctr": 0.6210445621982217, "loss_fcos_loc": 0.2081916177412495, "loss_mask": 0.27967230323702097, "loss_maskiou": 0.006413784372853115, "loss_sem_seg": 0.29796389443799853, "lr": 0.01, "mask_rcnn/accuracy": 0.8872538559947079, "mask_rcnn/false_negative": 0.07591936788372934, "mask_rcnn/false_positive": 0.17211867378064738, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7419868763536215, "total_loss": 1.7084911472629756} {"data_time": 0.010184798389673233, "eta_seconds": 155890.39951206185, "iteration": 58019, "loss_fcos_cls": 0.2847417101729661, "loss_fcos_ctr": 0.6208718824200332, "loss_fcos_loc": 0.20880671660415828, "loss_mask": 0.27747037215158343, "loss_maskiou": 0.006459539465140551, "loss_sem_seg": 0.31475322134792805, "lr": 0.01, "mask_rcnn/accuracy": 0.867663573868366, "mask_rcnn/false_negative": 0.07291020382687263, "mask_rcnn/false_positive": 0.166069008115574, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.0, "time": 0.7638285057619214, "total_loss": 1.7383901292196242} {"data_time": 0.009647997096180916, "eta_seconds": 155851.27365670633, "iteration": 58039, "loss_fcos_cls": 0.2686202949844301, "loss_fcos_ctr": 0.6227287733927369, "loss_fcos_loc": 0.21225020964629948, "loss_mask": 0.27654880471527576, "loss_maskiou": 0.006137395248515531, "loss_sem_seg": 0.30579129909165204, "lr": 0.01, "mask_rcnn/accuracy": 0.8866912105751392, "mask_rcnn/false_negative": 0.08566866849432997, "mask_rcnn/false_positive": 0.15761457054882405, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7357028061524034, "total_loss": 1.6781234534137184} {"data_time": 0.009214493446052074, "eta_seconds": 155881.90408058278, "iteration": 58059, "loss_fcos_cls": 0.27997518889606, "loss_fcos_ctr": 0.6236617704853415, "loss_fcos_loc": 0.21040775324217975, "loss_mask": 0.27587949205189943, "loss_maskiou": 0.0060060383984819055, "loss_sem_seg": 0.2940930323675275, "lr": 0.01, "mask_rcnn/accuracy": 0.8638462453433754, "mask_rcnn/false_negative": 0.10572448105543622, "mask_rcnn/false_positive": 0.18743928220677736, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7514541447162628, "total_loss": 1.7155389824984013} {"data_time": 0.010416989214718342, "eta_seconds": 155895.22240501735, "iteration": 58079, "loss_fcos_cls": 0.2820852785371244, "loss_fcos_ctr": 0.6230817195028067, "loss_fcos_loc": 0.2082069143652916, "loss_mask": 0.2827019523829222, "loss_maskiou": 0.006607455208722968, "loss_sem_seg": 0.3104364341124892, "lr": 0.01, "mask_rcnn/accuracy": 0.8549101281137456, "mask_rcnn/false_negative": 0.08781612945462526, "mask_rcnn/false_positive": 0.17861803728382417, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.75, "time": 0.7317354930564761, "total_loss": 1.7150855519648758} {"data_time": 0.009760895743966103, "eta_seconds": 155880.50982604641, "iteration": 58099, "loss_fcos_cls": 0.2769895032979548, "loss_fcos_ctr": 0.62535260617733, "loss_fcos_loc": 0.21115882438607514, "loss_mask": 0.27754491101950407, "loss_maskiou": 0.0065561954834265634, "loss_sem_seg": 0.28285522386431694, "lr": 0.01, "mask_rcnn/accuracy": 0.8841105049454308, "mask_rcnn/false_negative": 0.12867074647910653, "mask_rcnn/false_positive": 0.116541874829375, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.5, "time": 0.7414711248129606, "total_loss": 1.665890310134273} {"data_time": 0.009355285204946995, "eta_seconds": 155865.79724707548, "iteration": 58119, "loss_fcos_cls": 0.28885742044076324, "loss_fcos_ctr": 0.624021777883172, "loss_fcos_loc": 0.21463195548858494, "loss_mask": 0.28005316387861967, "loss_maskiou": 0.0062692188075743616, "loss_sem_seg": 0.32786146365106106, "lr": 0.01, "mask_rcnn/accuracy": 0.8704183992513107, "mask_rcnn/false_negative": 0.1095834584125705, "mask_rcnn/false_positive": 0.1733942329726063, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.0, "time": 0.727617809548974, "total_loss": 1.6994729068974266} {"data_time": 0.01051576528698206, "eta_seconds": 155777.74537855294, "iteration": 58139, "loss_fcos_cls": 0.2777146562002599, "loss_fcos_ctr": 0.6215828862041235, "loss_fcos_loc": 0.19793987763114274, "loss_mask": 0.2728108153678477, "loss_maskiou": 0.005936308385571465, "loss_sem_seg": 0.31830861093476415, "lr": 0.01, "mask_rcnn/accuracy": 0.8734785387961201, "mask_rcnn/false_negative": 0.0760214187717534, "mask_rcnn/false_positive": 0.16058092624029136, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.0, "time": 0.7339766332879663, "total_loss": 1.7159898374375189} {"data_time": 0.010050670243799686, "eta_seconds": 155808.3544115331, "iteration": 58159, "loss_fcos_cls": 0.2770046729128808, "loss_fcos_ctr": 0.6225368855521083, "loss_fcos_loc": 0.1980713705997914, "loss_mask": 0.27637670561671257, "loss_maskiou": 0.005865593411726877, "loss_sem_seg": 0.28025862062349916, "lr": 0.01, "mask_rcnn/accuracy": 0.8789747950462237, "mask_rcnn/false_negative": 0.09415349081161979, "mask_rcnn/false_positive": 0.12162603542101906, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.0, "time": 0.7282250355929136, "total_loss": 1.6627869988005841} {"data_time": 0.010655572637915611, "eta_seconds": 155748.33406729158, "iteration": 58179, "loss_fcos_cls": 0.2769694314338267, "loss_fcos_ctr": 0.6189848314970732, "loss_fcos_loc": 0.20088346721604466, "loss_mask": 0.2781105684116483, "loss_maskiou": 0.006587104129721411, "loss_sem_seg": 0.3367157308384776, "lr": 0.01, "mask_rcnn/accuracy": 0.9001508283519357, "mask_rcnn/false_negative": 0.06674290592113281, "mask_rcnn/false_positive": 0.1457715005133552, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.5, "time": 0.7065996481105685, "total_loss": 1.7222782003809698} {"data_time": 0.009929860010743141, "eta_seconds": 155658.42373931687, "iteration": 58199, "loss_fcos_cls": 0.284701892407611, "loss_fcos_ctr": 0.623164301738143, "loss_fcos_loc": 0.21504201693460345, "loss_mask": 0.27935853507369757, "loss_maskiou": 0.006228043799637817, "loss_sem_seg": 0.32141579780727625, "lr": 0.01, "mask_rcnn/accuracy": 0.857103260804905, "mask_rcnn/false_negative": 0.1300239271930694, "mask_rcnn/false_positive": 0.15494065760883075, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.0, "time": 0.7184533262625337, "total_loss": 1.734066573306336} {"data_time": 0.009237506426870823, "eta_seconds": 155712.6297306167, "iteration": 58219, "loss_fcos_cls": 0.29335525538772345, "loss_fcos_ctr": 0.6218408672139049, "loss_fcos_loc": 0.2118728063069284, "loss_mask": 0.2834801822900772, "loss_maskiou": 0.006808868754887953, "loss_sem_seg": 0.30437615467235446, "lr": 0.01, "mask_rcnn/accuracy": 0.9027835624045537, "mask_rcnn/false_negative": 0.08239368893723853, "mask_rcnn/false_positive": 0.1321440868746, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.5, "time": 0.7554681822657585, "total_loss": 1.7517584687593626} {"data_time": 0.009813791140913963, "eta_seconds": 155676.09186998103, "iteration": 58239, "loss_fcos_cls": 0.2956559523008764, "loss_fcos_ctr": 0.6240757424384356, "loss_fcos_loc": 0.21924331737682223, "loss_mask": 0.27853524778038263, "loss_maskiou": 0.0057655614509712905, "loss_sem_seg": 0.34532405668869615, "lr": 0.01, "mask_rcnn/accuracy": 0.8778379102424669, "mask_rcnn/false_negative": 0.07844077393920788, "mask_rcnn/false_positive": 0.15334130767983303, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.75, "time": 0.7270898791030049, "total_loss": 1.7678829576543649} {"data_time": 0.009537155739963055, "eta_seconds": 155639.02530122455, "iteration": 58259, "loss_fcos_cls": 0.2813672029878944, "loss_fcos_ctr": 0.6235708147287369, "loss_fcos_loc": 0.20783301792107522, "loss_mask": 0.28530842484906316, "loss_maskiou": 0.006901577187818475, "loss_sem_seg": 0.297006294131279, "lr": 0.01, "mask_rcnn/accuracy": 0.874370206541506, "mask_rcnn/false_negative": 0.098279152630872, "mask_rcnn/false_positive": 0.14375087505504214, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.716725766658783, "total_loss": 1.7175802348720026} {"data_time": 0.010527417995035648, "eta_seconds": 155620.82761444617, "iteration": 58279, "loss_fcos_cls": 0.27512846793979406, "loss_fcos_ctr": 0.6213884670287371, "loss_fcos_loc": 0.21097750723129138, "loss_mask": 0.2685281140729785, "loss_maskiou": 0.006308056472335011, "loss_sem_seg": 0.29477157862856984, "lr": 0.01, "mask_rcnn/accuracy": 0.8705853623094808, "mask_rcnn/false_negative": 0.0939629343631453, "mask_rcnn/false_positive": 0.15137611709601095, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.75, "time": 0.7355913203209639, "total_loss": 1.67151288214518} {"data_time": 0.009749634191393852, "eta_seconds": 155609.6235273024, "iteration": 58299, "loss_fcos_cls": 0.27574827219359577, "loss_fcos_ctr": 0.620213920250535, "loss_fcos_loc": 0.20966610522009432, "loss_mask": 0.2813780759461224, "loss_maskiou": 0.006560318204719806, "loss_sem_seg": 0.3265947534237057, "lr": 0.01, "mask_rcnn/accuracy": 0.8503446591402519, "mask_rcnn/false_negative": 0.099008431864606, "mask_rcnn/false_positive": 0.1599954179249698, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.75, "time": 0.7106760377064347, "total_loss": 1.731295480771223} {"data_time": 0.009824780747294426, "eta_seconds": 155639.1044239411, "iteration": 58319, "loss_fcos_cls": 0.28566207527182996, "loss_fcos_ctr": 0.6238860627636313, "loss_fcos_loc": 0.215561275719665, "loss_mask": 0.27955565927550197, "loss_maskiou": 0.007093573760357685, "loss_sem_seg": 0.33325613324996084, "lr": 0.01, "mask_rcnn/accuracy": 0.8638764690853347, "mask_rcnn/false_negative": 0.09897993535361252, "mask_rcnn/false_positive": 0.1656252571730722, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 36.5, "time": 0.7496602758765221, "total_loss": 1.7331503506356967} {"data_time": 0.009994879364967346, "eta_seconds": 155630.68882224616, "iteration": 58339, "loss_fcos_cls": 0.2810755157843232, "loss_fcos_ctr": 0.6243304805830121, "loss_fcos_loc": 0.20869169803336263, "loss_mask": 0.27988788299262524, "loss_maskiou": 0.006514414191769902, "loss_sem_seg": 0.2915306454524398, "lr": 0.01, "mask_rcnn/accuracy": 0.8703364158163265, "mask_rcnn/false_negative": 0.09311379214810284, "mask_rcnn/false_positive": 0.15386059574595867, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7411637855693698, "total_loss": 1.705944321827701} {"data_time": 0.009725023992359638, "eta_seconds": 155550.8703686027, "iteration": 58359, "loss_fcos_cls": 0.2726198839955032, "loss_fcos_ctr": 0.6195307308807969, "loss_fcos_loc": 0.20028445159550756, "loss_mask": 0.27961447834968567, "loss_maskiou": 0.006673432293609949, "loss_sem_seg": 0.34032761538401246, "lr": 0.01, "mask_rcnn/accuracy": 0.8506887061889974, "mask_rcnn/false_negative": 0.1210654165348948, "mask_rcnn/false_positive": 0.16422949083106886, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7213284140452743, "total_loss": 1.699292511373642} {"data_time": 0.008909899741411209, "eta_seconds": 155536.1708661085, "iteration": 58379, "loss_fcos_cls": 0.28348545206245035, "loss_fcos_ctr": 0.6232141330838203, "loss_fcos_loc": 0.2193670212291181, "loss_mask": 0.28168622124940157, "loss_maskiou": 0.006117882945545716, "loss_sem_seg": 0.31766430649440736, "lr": 0.01, "mask_rcnn/accuracy": 0.885810809728788, "mask_rcnn/false_negative": 0.08177484892707243, "mask_rcnn/false_positive": 0.16466886150688106, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.75, "time": 0.7399254757910967, "total_loss": 1.7036223401973984} {"data_time": 0.010737227275967598, "eta_seconds": 155507.83341520187, "iteration": 58399, "loss_fcos_cls": 0.26611350919120014, "loss_fcos_ctr": 0.6197053696960211, "loss_fcos_loc": 0.20369986398145556, "loss_mask": 0.2743219411931932, "loss_maskiou": 0.005826674998388626, "loss_sem_seg": 0.32869349978864193, "lr": 0.01, "mask_rcnn/accuracy": 0.8805748202895616, "mask_rcnn/false_negative": 0.10397717785528504, "mask_rcnn/false_positive": 0.14026434898399895, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7356286477297544, "total_loss": 1.7143766927401884} {"data_time": 0.010581528767943382, "eta_seconds": 155506.77186112013, "iteration": 58419, "loss_fcos_cls": 0.27889255504123867, "loss_fcos_ctr": 0.6194804417900741, "loss_fcos_loc": 0.20168546051718295, "loss_mask": 0.2732250397093594, "loss_maskiou": 0.0061725460982415825, "loss_sem_seg": 0.3149761874228716, "lr": 0.01, "mask_rcnn/accuracy": 0.8641001537601342, "mask_rcnn/false_negative": 0.10946063529599566, "mask_rcnn/false_positive": 0.1412660465984709, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.25, "time": 0.7349257562309504, "total_loss": 1.71324282741989} {"data_time": 0.010040877386927605, "eta_seconds": 155768.93043219764, "iteration": 58439, "loss_fcos_cls": 0.28644351195544004, "loss_fcos_ctr": 0.6247338503599167, "loss_fcos_loc": 0.20649182773195207, "loss_mask": 0.2810575542971492, "loss_maskiou": 0.006706488136842381, "loss_sem_seg": 0.3181941579096019, "lr": 0.01, "mask_rcnn/accuracy": 0.8865781539888682, "mask_rcnn/false_negative": 0.08250831554672727, "mask_rcnn/false_positive": 0.15654944427343298, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 26.0, "time": 0.74926130566746, "total_loss": 1.7458867260575062} {"data_time": 0.010419787839055061, "eta_seconds": 155788.2958705509, "iteration": 58459, "loss_fcos_cls": 0.25899824732914567, "loss_fcos_ctr": 0.6199096124619246, "loss_fcos_loc": 0.20436039380729198, "loss_mask": 0.2688192054629326, "loss_maskiou": 0.006078893842641264, "loss_sem_seg": 0.33313402719795704, "lr": 0.01, "mask_rcnn/accuracy": 0.8607893762343647, "mask_rcnn/false_negative": 0.09816978557193201, "mask_rcnn/false_positive": 0.14528437892417922, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.5, "time": 0.7459793062880635, "total_loss": 1.7025145214283839} {"data_time": 0.010322267189621925, "eta_seconds": 155869.4998386316, "iteration": 58479, "loss_fcos_cls": 0.27316098799929023, "loss_fcos_ctr": 0.6253302739933133, "loss_fcos_loc": 0.21504047908820212, "loss_mask": 0.2926410911604762, "loss_maskiou": 0.006251029124541674, "loss_sem_seg": 0.3327730121091008, "lr": 0.01, "mask_rcnn/accuracy": 0.8813706934386658, "mask_rcnn/false_negative": 0.10668226139501946, "mask_rcnn/false_positive": 0.1378377067977385, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.25, "time": 0.7195484470576048, "total_loss": 1.7436229577288032} {"data_time": 0.010957160964608192, "eta_seconds": 155854.7618693672, "iteration": 58499, "loss_fcos_cls": 0.27896645688451827, "loss_fcos_ctr": 0.6230406351387501, "loss_fcos_loc": 0.21237499197013676, "loss_mask": 0.28171729389578104, "loss_maskiou": 0.006077657075366005, "loss_sem_seg": 0.3092655527871102, "lr": 0.01, "mask_rcnn/accuracy": 0.8614613875422146, "mask_rcnn/false_negative": 0.10802124778530584, "mask_rcnn/false_positive": 0.18591485937451072, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.0, "time": 0.7429050803184509, "total_loss": 1.7091117047675652} {"data_time": 0.010033030062913895, "eta_seconds": 155666.80432884116, "iteration": 58519, "loss_fcos_cls": 0.2858864695299417, "loss_fcos_ctr": 0.6219184664078057, "loss_fcos_loc": 0.2061099372804165, "loss_mask": 0.2792934412136674, "loss_maskiou": 0.0062146025338734034, "loss_sem_seg": 0.2732997559942305, "lr": 0.01, "mask_rcnn/accuracy": 0.8851471392128281, "mask_rcnn/false_negative": 0.111229541466294, "mask_rcnn/false_positive": 0.12431353361144992, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.25, "time": 0.7398523511365056, "total_loss": 1.700372512852482} {"data_time": 0.00899052619934082, "eta_seconds": 155695.30205530766, "iteration": 58539, "loss_fcos_cls": 0.27671912393998355, "loss_fcos_ctr": 0.6206387737765908, "loss_fcos_loc": 0.20572780561633408, "loss_mask": 0.28512454591691494, "loss_maskiou": 0.006303789472440258, "loss_sem_seg": 0.3207270661368966, "lr": 0.01, "mask_rcnn/accuracy": 0.8690943051879108, "mask_rcnn/false_negative": 0.12159140231347755, "mask_rcnn/false_positive": 0.1449933220223403, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.25, "time": 0.726067204028368, "total_loss": 1.6940515459427843} {"data_time": 0.01020416896790266, "eta_seconds": 155680.57637992967, "iteration": 58559, "loss_fcos_cls": 0.2808005609549582, "loss_fcos_ctr": 0.6217761868610978, "loss_fcos_loc": 0.2060786779038608, "loss_mask": 0.27649740036576986, "loss_maskiou": 0.00654027474229224, "loss_sem_seg": 0.29056934523396194, "lr": 0.01, "mask_rcnn/accuracy": 0.8722857512570246, "mask_rcnn/false_negative": 0.0875815849589326, "mask_rcnn/false_positive": 0.15160302953057442, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7315383711829782, "total_loss": 1.7078611219476443} {"data_time": 0.010151401162147522, "eta_seconds": 155877.8143987758, "iteration": 58579, "loss_fcos_cls": 0.27600541105493903, "loss_fcos_ctr": 0.6246524900197983, "loss_fcos_loc": 0.20690889470279217, "loss_mask": 0.2823989503085613, "loss_maskiou": 0.006129917746875435, "loss_sem_seg": 0.30783175537362695, "lr": 0.01, "mask_rcnn/accuracy": 0.8771674722520587, "mask_rcnn/false_negative": 0.10166656784774218, "mask_rcnn/false_positive": 0.1373279652454368, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7415347313508391, "total_loss": 1.7102379197895061} {"data_time": 0.010156530886888504, "eta_seconds": 155781.07202304527, "iteration": 58599, "loss_fcos_cls": 0.28098242869600654, "loss_fcos_ctr": 0.6248092269524932, "loss_fcos_loc": 0.2102913884446025, "loss_mask": 0.27244558464735746, "loss_maskiou": 0.005578300975685124, "loss_sem_seg": 0.3799119982868433, "lr": 0.01, "mask_rcnn/accuracy": 0.8791671040639777, "mask_rcnn/false_negative": 0.10659987196202911, "mask_rcnn/false_positive": 0.14393807143483142, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.7377763297408819, "total_loss": 1.7928611749084666} {"data_time": 0.010089742951095104, "eta_seconds": 155860.72793009505, "iteration": 58619, "loss_fcos_cls": 0.2859017769806087, "loss_fcos_ctr": 0.6244269628077745, "loss_fcos_loc": 0.2049707839032635, "loss_mask": 0.2746527213603258, "loss_maskiou": 0.0064674723471398465, "loss_sem_seg": 0.3380918607581407, "lr": 0.01, "mask_rcnn/accuracy": 0.8844856229528848, "mask_rcnn/false_negative": 0.07940697527841346, "mask_rcnn/false_positive": 0.1220599156854893, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.5, "time": 0.7294784067198634, "total_loss": 1.7106330964343215} {"data_time": 0.009422625415027142, "eta_seconds": 155845.9810296707, "iteration": 58639, "loss_fcos_cls": 0.2795709273777902, "loss_fcos_ctr": 0.617707503028214, "loss_fcos_loc": 0.20378726511262357, "loss_mask": 0.2773927506059408, "loss_maskiou": 0.006456471615820192, "loss_sem_seg": 0.3565726191736758, "lr": 0.01, "mask_rcnn/accuracy": 0.8677453375716484, "mask_rcnn/false_negative": 0.09560116334108157, "mask_rcnn/false_positive": 0.16424900175507554, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.7339245714247227, "total_loss": 1.7711737656027253} {"data_time": 0.008770761080086231, "eta_seconds": 155852.26643397007, "iteration": 58659, "loss_fcos_cls": 0.26868542935699224, "loss_fcos_ctr": 0.624928577337414, "loss_fcos_loc": 0.21120989334303886, "loss_mask": 0.2779165580868721, "loss_maskiou": 0.006347509493934922, "loss_sem_seg": 0.28676425805315375, "lr": 0.01, "mask_rcnn/accuracy": 0.8772412135675385, "mask_rcnn/false_negative": 0.10107243166219472, "mask_rcnn/false_positive": 0.1318065551146734, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.7483337735757232, "total_loss": 1.7083664056117414} {"data_time": 0.010672626085579395, "eta_seconds": 155863.14942579996, "iteration": 58679, "loss_fcos_cls": 0.2726414983626455, "loss_fcos_ctr": 0.6239470252767205, "loss_fcos_loc": 0.21453781379386783, "loss_mask": 0.28132969234138727, "loss_maskiou": 0.005964603318716399, "loss_sem_seg": 0.3093151692301035, "lr": 0.01, "mask_rcnn/accuracy": 0.8675235274185074, "mask_rcnn/false_negative": 0.08832249664594224, "mask_rcnn/false_positive": 0.15240407616911333, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.737215313129127, "total_loss": 1.7500537415908184} {"data_time": 0.009477098472416401, "eta_seconds": 155815.99024180323, "iteration": 58699, "loss_fcos_cls": 0.2770502823404968, "loss_fcos_ctr": 0.6237678714096546, "loss_fcos_loc": 0.2116097107063979, "loss_mask": 0.27250830130651593, "loss_maskiou": 0.006534860745887272, "loss_sem_seg": 0.3206426058895886, "lr": 0.01, "mask_rcnn/accuracy": 0.8682784355880717, "mask_rcnn/false_negative": 0.11723021013669738, "mask_rcnn/false_positive": 0.12477711141524724, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7346890969201922, "total_loss": 1.7084278220499982} {"data_time": 0.010149612091481686, "eta_seconds": 155786.99342797324, "iteration": 58719, "loss_fcos_cls": 0.2739070088136941, "loss_fcos_ctr": 0.6223613927140832, "loss_fcos_loc": 0.20566259103361517, "loss_mask": 0.27679293137043715, "loss_maskiou": 0.0061154500872362405, "loss_sem_seg": 0.3506276570260525, "lr": 0.01, "mask_rcnn/accuracy": 0.8831651049843015, "mask_rcnn/false_negative": 0.09074354471555, "mask_rcnn/false_positive": 0.13392841056073312, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7406890811398625, "total_loss": 1.7099090630508726} {"data_time": 0.009749406017363071, "eta_seconds": 155759.84858504962, "iteration": 58739, "loss_fcos_cls": 0.2752900430932641, "loss_fcos_ctr": 0.6229854822158813, "loss_fcos_loc": 0.20669081847881898, "loss_mask": 0.2755951192229986, "loss_maskiou": 0.005872202928003389, "loss_sem_seg": 0.34416378918103874, "lr": 0.01, "mask_rcnn/accuracy": 0.8829640712514064, "mask_rcnn/false_negative": 0.0972207017505482, "mask_rcnn/false_positive": 0.14587993824302312, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7391754006966949, "total_loss": 1.7336047318094643} {"data_time": 0.010282403789460659, "eta_seconds": 155764.19486200437, "iteration": 58759, "loss_fcos_cls": 0.27632403234019876, "loss_fcos_ctr": 0.6218941686674953, "loss_fcos_loc": 0.2096327831968665, "loss_mask": 0.28573221806436777, "loss_maskiou": 0.005880163858819287, "loss_sem_seg": 0.3371180687099695, "lr": 0.01, "mask_rcnn/accuracy": 0.8663330716902146, "mask_rcnn/false_negative": 0.1122529799547589, "mask_rcnn/false_positive": 0.16299302180358294, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.7487747464329004, "total_loss": 1.7352354728500359} {"data_time": 0.009338357485830784, "eta_seconds": 155664.77061834745, "iteration": 58779, "loss_fcos_cls": 0.2619990766979754, "loss_fcos_ctr": 0.6209625136107206, "loss_fcos_loc": 0.20869600237347186, "loss_mask": 0.28460376244038343, "loss_maskiou": 0.006369433693180326, "loss_sem_seg": 0.29290800308808684, "lr": 0.01, "mask_rcnn/accuracy": 0.8698632484836752, "mask_rcnn/false_negative": 0.10281948350843655, "mask_rcnn/false_positive": 0.16006141869117468, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.75, "time": 0.7284028762951493, "total_loss": 1.681535268027801} {"data_time": 0.0106491195037961, "eta_seconds": 155470.7707859669, "iteration": 58799, "loss_fcos_cls": 0.278407133417204, "loss_fcos_ctr": 0.6243876004591584, "loss_fcos_loc": 0.210432872409001, "loss_mask": 0.2839465504512191, "loss_maskiou": 0.006389260743162595, "loss_sem_seg": 0.3183074248954654, "lr": 0.01, "mask_rcnn/accuracy": 0.8685241284013605, "mask_rcnn/false_negative": 0.10485086632620999, "mask_rcnn/false_positive": 0.173469796422497, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7294784793630242, "total_loss": 1.6970822185467114} {"data_time": 0.009669089689850807, "eta_seconds": 155499.21033135243, "iteration": 58819, "loss_fcos_cls": 0.2825952809653245, "loss_fcos_ctr": 0.6242811605334282, "loss_fcos_loc": 0.21036947867833078, "loss_mask": 0.28878505900502205, "loss_maskiou": 0.0062680890841875225, "loss_sem_seg": 0.3313565384596586, "lr": 0.01, "mask_rcnn/accuracy": 0.8776710803368967, "mask_rcnn/false_negative": 0.09585119726385433, "mask_rcnn/false_positive": 0.13497490220432273, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7384644979611039, "total_loss": 1.7511361772740202} {"data_time": 0.009793484583497047, "eta_seconds": 155344.68412480596, "iteration": 58839, "loss_fcos_cls": 0.2915537665830925, "loss_fcos_ctr": 0.6213183980435133, "loss_fcos_loc": 0.21187282679602504, "loss_mask": 0.27592184394598007, "loss_maskiou": 0.0063350257551064715, "loss_sem_seg": 0.31695037661120296, "lr": 0.01, "mask_rcnn/accuracy": 0.9072573631725417, "mask_rcnn/false_negative": 0.08681475137383587, "mask_rcnn/false_positive": 0.14947745619420236, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.735176756978035, "total_loss": 1.7348537596735696} {"data_time": 0.008971807546913624, "eta_seconds": 155303.96504678112, "iteration": 58859, "loss_fcos_cls": 0.2929444550536573, "loss_fcos_ctr": 0.6208224091678858, "loss_fcos_loc": 0.19627634016796947, "loss_mask": 0.2821771325543523, "loss_maskiou": 0.006232148167327978, "loss_sem_seg": 0.28837489429861307, "lr": 0.01, "mask_rcnn/accuracy": 0.8825604189044038, "mask_rcnn/false_negative": 0.08929927791160441, "mask_rcnn/false_positive": 0.14604296948788503, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.75, "time": 0.7324575092643499, "total_loss": 1.7088678792351857} {"data_time": 0.008899358101189137, "eta_seconds": 155289.25412232336, "iteration": 58879, "loss_fcos_cls": 0.2782102860510349, "loss_fcos_ctr": 0.6223875284194946, "loss_fcos_loc": 0.21273068711161613, "loss_mask": 0.28741224203258753, "loss_maskiou": 0.006550412086653523, "loss_sem_seg": 0.2895070402882993, "lr": 0.01, "mask_rcnn/accuracy": 0.872235576923077, "mask_rcnn/false_negative": 0.10955566188958926, "mask_rcnn/false_positive": 0.1669170408887104, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7352254763245583, "total_loss": 1.7064957629772834} {"data_time": 0.01047003548592329, "eta_seconds": 155219.86649207398, "iteration": 58899, "loss_fcos_cls": 0.2797291832976043, "loss_fcos_ctr": 0.6199342953041196, "loss_fcos_loc": 0.20208175922743976, "loss_mask": 0.2718959590420127, "loss_maskiou": 0.006027927083778195, "loss_sem_seg": 0.29738561040721834, "lr": 0.01, "mask_rcnn/accuracy": 0.8776567847635949, "mask_rcnn/false_negative": 0.09301297862278005, "mask_rcnn/false_positive": 0.1418075935354305, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7172398660331964, "total_loss": 1.6926668094092747} {"data_time": 0.01048086117953062, "eta_seconds": 155285.8305735821, "iteration": 58919, "loss_fcos_cls": 0.2832454787567258, "loss_fcos_ctr": 0.6232320759445429, "loss_fcos_loc": 0.2075206378940493, "loss_mask": 0.2890653358772397, "loss_maskiou": 0.006441374363930663, "loss_sem_seg": 0.29721298534423113, "lr": 0.01, "mask_rcnn/accuracy": 0.886193080835938, "mask_rcnn/false_negative": 0.08977047999512994, "mask_rcnn/false_positive": 0.133007359161801, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.7392866676673293, "total_loss": 1.6826068655063864} {"data_time": 0.011002077721059322, "eta_seconds": 155253.65702545922, "iteration": 58939, "loss_fcos_cls": 0.28610871196724474, "loss_fcos_ctr": 0.6236230465583503, "loss_fcos_loc": 0.20815121103078127, "loss_mask": 0.2755852723494172, "loss_maskiou": 0.0063055716891540214, "loss_sem_seg": 0.3432129565626383, "lr": 0.01, "mask_rcnn/accuracy": 0.8725816704148766, "mask_rcnn/false_negative": 0.11839580023137528, "mask_rcnn/false_positive": 0.14414186304704799, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.5, "time": 0.7165009556338191, "total_loss": 1.6994724645628594} {"data_time": 0.00960923358798027, "eta_seconds": 155085.11542691477, "iteration": 58959, "loss_fcos_cls": 0.2866339962929487, "loss_fcos_ctr": 0.6248416034504771, "loss_fcos_loc": 0.21832622773945332, "loss_mask": 0.2761563784442842, "loss_maskiou": 0.00692450756469043, "loss_sem_seg": 0.30696664471179247, "lr": 0.01, "mask_rcnn/accuracy": 0.8585955351744392, "mask_rcnn/false_negative": 0.11234911200134404, "mask_rcnn/false_positive": 0.14532475676935303, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7231973949819803, "total_loss": 1.720127389737172} {"data_time": 0.009745565243065357, "eta_seconds": 155117.67102387082, "iteration": 58979, "loss_fcos_cls": 0.29948452138341963, "loss_fcos_ctr": 0.6240532100200653, "loss_fcos_loc": 0.21999777341261506, "loss_mask": 0.2863564556464553, "loss_maskiou": 0.0062313299713423476, "loss_sem_seg": 0.3359929658472538, "lr": 0.01, "mask_rcnn/accuracy": 0.8849694740475471, "mask_rcnn/false_negative": 0.09039557497694792, "mask_rcnn/false_positive": 0.12086395327893287, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.25, "time": 0.7279714168980718, "total_loss": 1.7628642820200184} {"data_time": 0.010473781265318394, "eta_seconds": 154958.1234453721, "iteration": 58999, "loss_fcos_cls": 0.2747968649491668, "loss_fcos_ctr": 0.6213532793335617, "loss_fcos_loc": 0.19227577961282805, "loss_mask": 0.2721086274832487, "loss_maskiou": 0.0055073534458642825, "loss_sem_seg": 0.33414379693567753, "lr": 0.01, "mask_rcnn/accuracy": 0.8835974557779707, "mask_rcnn/false_negative": 0.0952905791573993, "mask_rcnn/false_positive": 0.16550480849671073, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.7256767312064767, "total_loss": 1.6976832960936008} {"data_time": 0.01008110772818327, "eta_seconds": 154943.43554119673, "iteration": 59019, "loss_fcos_cls": 0.29055776284076273, "loss_fcos_ctr": 0.6221429435536265, "loss_fcos_loc": 0.2153745510149747, "loss_mask": 0.2751561217010021, "loss_maskiou": 0.006369453651132062, "loss_sem_seg": 0.2851690968964249, "lr": 0.01, "mask_rcnn/accuracy": 0.890316090551053, "mask_rcnn/false_negative": 0.0877699267875902, "mask_rcnn/false_positive": 0.15099966679605295, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.25, "time": 0.7548532970249653, "total_loss": 1.6879167577135377} {"data_time": 0.010563206858932972, "eta_seconds": 154964.13473546784, "iteration": 59039, "loss_fcos_cls": 0.2902039149776101, "loss_fcos_ctr": 0.6234995108097792, "loss_fcos_loc": 0.20920521789230406, "loss_mask": 0.2834916152060032, "loss_maskiou": 0.006691580379992956, "loss_sem_seg": 0.3126526679843664, "lr": 0.01, "mask_rcnn/accuracy": 0.863564391273751, "mask_rcnn/false_negative": 0.10393809154982625, "mask_rcnn/false_positive": 0.14924930288234367, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7378747053444386, "total_loss": 1.7458588232984766} {"data_time": 0.010098126716911793, "eta_seconds": 154848.92537094746, "iteration": 59059, "loss_fcos_cls": 0.2776385108008981, "loss_fcos_ctr": 0.6227996610105038, "loss_fcos_loc": 0.2019115723669529, "loss_mask": 0.26925153471529484, "loss_maskiou": 0.006362591542711016, "loss_sem_seg": 0.32193765975534916, "lr": 0.01, "mask_rcnn/accuracy": 0.8605317558057706, "mask_rcnn/false_negative": 0.11198108940098331, "mask_rcnn/false_positive": 0.15383059032936344, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.722211092710495, "total_loss": 1.6980426919908496} {"data_time": 0.010223952122032642, "eta_seconds": 154857.09910792485, "iteration": 59079, "loss_fcos_cls": 0.2910720850341022, "loss_fcos_ctr": 0.624263864941895, "loss_fcos_loc": 0.21809825021773577, "loss_mask": 0.2894591549411416, "loss_maskiou": 0.00709101132088108, "loss_sem_seg": 0.3083462475333363, "lr": 0.01, "mask_rcnn/accuracy": 0.869164383733789, "mask_rcnn/false_negative": 0.08838252791187098, "mask_rcnn/false_positive": 0.17015679105370263, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.75, "time": 0.7422436298802495, "total_loss": 1.7449108032960794} {"data_time": 0.010930036194622517, "eta_seconds": 154765.3504669657, "iteration": 59099, "loss_fcos_cls": 0.29504575580358505, "loss_fcos_ctr": 0.6244754064828157, "loss_fcos_loc": 0.21230475418269634, "loss_mask": 0.29752699565142393, "loss_maskiou": 0.005582880447036587, "loss_sem_seg": 0.33591785351745784, "lr": 0.01, "mask_rcnn/accuracy": 0.8676749271137026, "mask_rcnn/false_negative": 0.09806007083901333, "mask_rcnn/false_positive": 0.18325122037921537, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.5, "time": 0.722091855481267, "total_loss": 1.7799611616064794} {"data_time": 0.011019270867109299, "eta_seconds": 154764.92826688848, "iteration": 59119, "loss_fcos_cls": 0.280163980438374, "loss_fcos_ctr": 0.6190306413918734, "loss_fcos_loc": 0.20524025982012972, "loss_mask": 0.2704982412979007, "loss_maskiou": 0.00536430945066968, "loss_sem_seg": 0.3022049614228308, "lr": 0.01, "mask_rcnn/accuracy": 0.9059158503949588, "mask_rcnn/false_negative": 0.08478270852249478, "mask_rcnn/false_positive": 0.10497676371030265, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.0, "time": 0.7374548269435763, "total_loss": 1.6905865804328641} {"data_time": 0.010173900984227657, "eta_seconds": 154750.25032736175, "iteration": 59139, "loss_fcos_cls": 0.2857075104257092, "loss_fcos_ctr": 0.6242453614249825, "loss_fcos_loc": 0.21534066973254085, "loss_mask": 0.29728534165769815, "loss_maskiou": 0.0062642713037348585, "loss_sem_seg": 0.3229411765933037, "lr": 0.01, "mask_rcnn/accuracy": 0.876978746043872, "mask_rcnn/false_negative": 0.09725233382397033, "mask_rcnn/false_positive": 0.17756241180387966, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.7380177704617381, "total_loss": 1.7833159357214754} {"data_time": 0.010064641013741493, "eta_seconds": 154721.32070405316, "iteration": 59159, "loss_fcos_cls": 0.2769850851036608, "loss_fcos_ctr": 0.6223963950760663, "loss_fcos_loc": 0.20962989330291748, "loss_mask": 0.27872187178581953, "loss_maskiou": 0.006275505646044621, "loss_sem_seg": 0.3284119605086744, "lr": 0.01, "mask_rcnn/accuracy": 0.8762591168308119, "mask_rcnn/false_negative": 0.09870721292791632, "mask_rcnn/false_positive": 0.13732142419154295, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7258916823193431, "total_loss": 1.721745426642883} {"data_time": 0.009992596693336964, "eta_seconds": 154739.84659061208, "iteration": 59179, "loss_fcos_cls": 0.2571091130375862, "loss_fcos_ctr": 0.6190460571087897, "loss_fcos_loc": 0.20095910225063562, "loss_mask": 0.2677148375660181, "loss_maskiou": 0.006299683780525811, "loss_sem_seg": 0.2771978499367833, "lr": 0.01, "mask_rcnn/accuracy": 0.8759849773242631, "mask_rcnn/false_negative": 0.08498884905935178, "mask_rcnn/false_positive": 0.15895199172712585, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.0, "time": 0.737402924336493, "total_loss": 1.6415997223230079} {"data_time": 0.010615807957947254, "eta_seconds": 154736.85577171203, "iteration": 59199, "loss_fcos_cls": 0.286338628269732, "loss_fcos_ctr": 0.6218022555112839, "loss_fcos_loc": 0.2009213463170454, "loss_mask": 0.26805696077644825, "loss_maskiou": 0.005698251450667158, "loss_sem_seg": 0.3209591908380389, "lr": 0.01, "mask_rcnn/accuracy": 0.8909438775510204, "mask_rcnn/false_negative": 0.07799039492697456, "mask_rcnn/false_positive": 0.1224321642673654, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7138419067487121, "total_loss": 1.7116626095230458} {"data_time": 0.010396728292107582, "eta_seconds": 154649.73500483297, "iteration": 59219, "loss_fcos_cls": 0.278740968555212, "loss_fcos_ctr": 0.6218657735735178, "loss_fcos_loc": 0.20063215820118785, "loss_mask": 0.2785277087241411, "loss_maskiou": 0.005913290253374726, "loss_sem_seg": 0.3035112537909299, "lr": 0.01, "mask_rcnn/accuracy": 0.8811831875607385, "mask_rcnn/false_negative": 0.09041317401089857, "mask_rcnn/false_positive": 0.15276514395492835, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 42.75, "time": 0.7113570161163807, "total_loss": 1.6607778898905963} {"data_time": 0.010568427853286266, "eta_seconds": 154635.06103184633, "iteration": 59239, "loss_fcos_cls": 0.277863631490618, "loss_fcos_ctr": 0.6223281836137176, "loss_fcos_loc": 0.21251277951523662, "loss_mask": 0.2758754948154092, "loss_maskiou": 0.00567076700826874, "loss_sem_seg": 0.27232757140882313, "lr": 0.01, "mask_rcnn/accuracy": 0.8705451875710496, "mask_rcnn/false_negative": 0.10889142901168393, "mask_rcnn/false_positive": 0.12147430387574604, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.25, "time": 0.7259569959715009, "total_loss": 1.7112791461477173} {"data_time": 0.010061666369438171, "eta_seconds": 154592.9486170644, "iteration": 59259, "loss_fcos_cls": 0.26994316827040166, "loss_fcos_ctr": 0.6261138459667563, "loss_fcos_loc": 0.2079745230730623, "loss_mask": 0.27750841062515974, "loss_maskiou": 0.00582532148109749, "loss_sem_seg": 0.2965410426259041, "lr": 0.01, "mask_rcnn/accuracy": 0.8688037505972288, "mask_rcnn/false_negative": 0.09939518521860077, "mask_rcnn/false_positive": 0.17756107723038145, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7203946774825454, "total_loss": 1.6531642044865293} {"data_time": 0.0118634644895792, "eta_seconds": 154496.6742693931, "iteration": 59279, "loss_fcos_cls": 0.27547309175133705, "loss_fcos_ctr": 0.6181046725250781, "loss_fcos_loc": 0.20075663481839, "loss_mask": 0.26665409933775663, "loss_maskiou": 0.005568430551647907, "loss_sem_seg": 0.3027848065830767, "lr": 0.01, "mask_rcnn/accuracy": 0.8796057876275509, "mask_rcnn/false_negative": 0.10871541704724019, "mask_rcnn/false_positive": 0.14294608898504974, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.0, "time": 0.729472785256803, "total_loss": 1.6942867275865865} {"data_time": 0.009330927394330502, "eta_seconds": 154459.05146935116, "iteration": 59299, "loss_fcos_cls": 0.2774104489944875, "loss_fcos_ctr": 0.622074481099844, "loss_fcos_loc": 0.2014172316994518, "loss_mask": 0.2663692329078913, "loss_maskiou": 0.005458056286443025, "loss_sem_seg": 0.3126971642486751, "lr": 0.01, "mask_rcnn/accuracy": 0.8991250269949249, "mask_rcnn/false_negative": 0.06723231907115426, "mask_rcnn/false_positive": 0.1311502824215456, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 37.0, "time": 0.7281766207888722, "total_loss": 1.6686933435121318} {"data_time": 0.010325461626052856, "eta_seconds": 154325.50322923902, "iteration": 59319, "loss_fcos_cls": 0.2731373067945242, "loss_fcos_ctr": 0.6201451891101897, "loss_fcos_loc": 0.20244357897900045, "loss_mask": 0.28927986416965723, "loss_maskiou": 0.006360142375342548, "loss_sem_seg": 0.35045310389250517, "lr": 0.01, "mask_rcnn/accuracy": 0.8730017006802722, "mask_rcnn/false_negative": 0.09210329989158476, "mask_rcnn/false_positive": 0.13241067121469793, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.5, "time": 0.7121507339179516, "total_loss": 1.7376682705362327} {"data_time": 0.00980711542069912, "eta_seconds": 154209.46427386347, "iteration": 59339, "loss_fcos_cls": 0.26254926912952214, "loss_fcos_ctr": 0.6209113486111164, "loss_fcos_loc": 0.2025825115852058, "loss_mask": 0.27393423579633236, "loss_maskiou": 0.006942447873370838, "loss_sem_seg": 0.29175977827981114, "lr": 0.01, "mask_rcnn/accuracy": 0.9032832037979045, "mask_rcnn/false_negative": 0.08312292929307231, "mask_rcnn/false_positive": 0.12388836077507207, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7200823137536645, "total_loss": 1.6599656588077778} {"data_time": 0.010111911222338676, "eta_seconds": 154296.20291203354, "iteration": 59359, "loss_fcos_cls": 0.26707569882273674, "loss_fcos_ctr": 0.619969641789794, "loss_fcos_loc": 0.2007477965671569, "loss_mask": 0.2614949680864811, "loss_maskiou": 0.0054942000133451074, "loss_sem_seg": 0.29890367202460766, "lr": 0.01, "mask_rcnn/accuracy": 0.8647198933493537, "mask_rcnn/false_negative": 0.10379630883591076, "mask_rcnn/false_positive": 0.1532752437335181, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.7394196717068553, "total_loss": 1.6647494591452414} {"data_time": 0.01014576107263565, "eta_seconds": 154281.5527534308, "iteration": 59379, "loss_fcos_cls": 0.2789726643823087, "loss_fcos_ctr": 0.6237391913309693, "loss_fcos_loc": 0.2068579172482714, "loss_mask": 0.27751194033771753, "loss_maskiou": 0.005852882488397881, "loss_sem_seg": 0.3327129394747317, "lr": 0.01, "mask_rcnn/accuracy": 0.8800255102040816, "mask_rcnn/false_negative": 0.09344841058699441, "mask_rcnn/false_positive": 0.167790815123312, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.25, "time": 0.7453729026019573, "total_loss": 1.711912226935965} {"data_time": 0.009518287144601345, "eta_seconds": 154276.0992844496, "iteration": 59399, "loss_fcos_cls": 0.2740714183310047, "loss_fcos_ctr": 0.6202040277421474, "loss_fcos_loc": 0.2059983528451994, "loss_mask": 0.27106235176324844, "loss_maskiou": 0.005653795349644497, "loss_sem_seg": 0.30946207232773304, "lr": 0.01, "mask_rcnn/accuracy": 0.8832483420933765, "mask_rcnn/false_negative": 0.09236995375461708, "mask_rcnn/false_positive": 0.14551791806725362, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7387931933626533, "total_loss": 1.7130856881994987} {"data_time": 0.009550068527460098, "eta_seconds": 154230.82449186686, "iteration": 59419, "loss_fcos_cls": 0.26475993334315717, "loss_fcos_ctr": 0.6225324757397175, "loss_fcos_loc": 0.20823417650535703, "loss_mask": 0.27259689196944237, "loss_maskiou": 0.005762986831541639, "loss_sem_seg": 0.28158220555633307, "lr": 0.01, "mask_rcnn/accuracy": 0.8848428146987783, "mask_rcnn/false_negative": 0.08208939504519125, "mask_rcnn/false_positive": 0.15969814484676362, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.75, "time": 0.7167017310857773, "total_loss": 1.6812054462716333} {"data_time": 0.009559227153658867, "eta_seconds": 154136.26160973776, "iteration": 59439, "loss_fcos_cls": 0.2734094352927059, "loss_fcos_ctr": 0.6198804685845971, "loss_fcos_loc": 0.20153573993593454, "loss_mask": 0.27641689218580723, "loss_maskiou": 0.006058091668819543, "loss_sem_seg": 0.2790841192472726, "lr": 0.01, "mask_rcnn/accuracy": 0.8738161654358461, "mask_rcnn/false_negative": 0.10869532666320414, "mask_rcnn/false_positive": 0.1453604354258234, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.75, "time": 0.7426690040156245, "total_loss": 1.66662920928502} {"data_time": 0.008929886855185032, "eta_seconds": 154037.0463828342, "iteration": 59459, "loss_fcos_cls": 0.27241710876114666, "loss_fcos_ctr": 0.6205972097814083, "loss_fcos_loc": 0.20590675517451018, "loss_mask": 0.2787821935489774, "loss_maskiou": 0.006356593978125602, "loss_sem_seg": 0.2797344699501991, "lr": 0.01, "mask_rcnn/accuracy": 0.8868135274943311, "mask_rcnn/false_negative": 0.09025572063643472, "mask_rcnn/false_positive": 0.13124580227783084, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.5, "time": 0.7161942217499018, "total_loss": 1.677897528912581} {"data_time": 0.009478766471147537, "eta_seconds": 153995.73834199551, "iteration": 59479, "loss_fcos_cls": 0.2655592830851674, "loss_fcos_ctr": 0.6226020818576217, "loss_fcos_loc": 0.20286580105312169, "loss_mask": 0.2716371361166239, "loss_maskiou": 0.006713596332701854, "loss_sem_seg": 0.3091165062505752, "lr": 0.01, "mask_rcnn/accuracy": 0.8614382636278196, "mask_rcnn/false_negative": 0.11437762791639991, "mask_rcnn/false_positive": 0.13646228073463051, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7072310987859964, "total_loss": 1.7189355702575995} {"data_time": 0.010711684823036194, "eta_seconds": 153930.47189055942, "iteration": 59499, "loss_fcos_cls": 0.2798021347261965, "loss_fcos_ctr": 0.6193675231188536, "loss_fcos_loc": 0.20216865721158683, "loss_mask": 0.2856814069673419, "loss_maskiou": 0.0067215124145150185, "loss_sem_seg": 0.29753536847420037, "lr": 0.01, "mask_rcnn/accuracy": 0.8762257045675412, "mask_rcnn/false_negative": 0.08815670729006658, "mask_rcnn/false_positive": 0.16367382509712153, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7259196424856782, "total_loss": 1.6986280134588014} {"data_time": 0.010365166701376438, "eta_seconds": 153915.8467370551, "iteration": 59519, "loss_fcos_cls": 0.2784568192437291, "loss_fcos_ctr": 0.622048101387918, "loss_fcos_loc": 0.21090695215389132, "loss_mask": 0.2731615575030446, "loss_maskiou": 0.005698342865798622, "loss_sem_seg": 0.27628879714757204, "lr": 0.01, "mask_rcnn/accuracy": 0.8819976947888438, "mask_rcnn/false_negative": 0.11064287914555794, "mask_rcnn/false_positive": 0.12825599288494294, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.5, "time": 0.7327456250786781, "total_loss": 1.6650350669951877} {"data_time": 0.010258711874485016, "eta_seconds": 153925.47726374026, "iteration": 59539, "loss_fcos_cls": 0.2815766779240221, "loss_fcos_ctr": 0.624148540198803, "loss_fcos_loc": 0.21754768025130033, "loss_mask": 0.2831436339765787, "loss_maskiou": 0.006454862683312967, "loss_sem_seg": 0.3037392385303974, "lr": 0.01, "mask_rcnn/accuracy": 0.8868999304267161, "mask_rcnn/false_negative": 0.08972421265798763, "mask_rcnn/false_positive": 0.15194625514736215, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7408274933695793, "total_loss": 1.7432483079610392} {"data_time": 0.010196879506111145, "eta_seconds": 153923.5282983156, "iteration": 59559, "loss_fcos_cls": 0.26973631465807557, "loss_fcos_ctr": 0.6240197424776852, "loss_fcos_loc": 0.21161658002529293, "loss_mask": 0.2800839734263718, "loss_maskiou": 0.006560569891007617, "loss_sem_seg": 0.3071905542165041, "lr": 0.01, "mask_rcnn/accuracy": 0.8662712242844823, "mask_rcnn/false_negative": 0.10086273485530554, "mask_rcnn/false_positive": 0.1517438066659561, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.0, "time": 0.7328254980966449, "total_loss": 1.7157526775627048} {"data_time": 0.010538466274738312, "eta_seconds": 153871.97127654217, "iteration": 59579, "loss_fcos_cls": 0.2803276826161891, "loss_fcos_ctr": 0.6228726767003536, "loss_fcos_loc": 0.20900932606309652, "loss_mask": 0.2710719248279929, "loss_maskiou": 0.005949181868345477, "loss_sem_seg": 0.319064658600837, "lr": 0.01, "mask_rcnn/accuracy": 0.8864659586660751, "mask_rcnn/false_negative": 0.1081148807585642, "mask_rcnn/false_positive": 0.13348097024496888, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 27.5, "time": 0.7232093382626772, "total_loss": 1.709099899911962} {"data_time": 0.009961104951798916, "eta_seconds": 153857.34612303786, "iteration": 59599, "loss_fcos_cls": 0.26476409868337214, "loss_fcos_ctr": 0.6191763333044946, "loss_fcos_loc": 0.19449791905935854, "loss_mask": 0.2741278447210789, "loss_maskiou": 0.005500406805367675, "loss_sem_seg": 0.27274503163062036, "lr": 0.01, "mask_rcnn/accuracy": 0.8633659322405169, "mask_rcnn/false_negative": 0.10184609579080658, "mask_rcnn/false_positive": 0.17487704750224387, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.0, "time": 0.7367593012750149, "total_loss": 1.6433922187698045} {"data_time": 0.01012483425438404, "eta_seconds": 153829.31859363522, "iteration": 59619, "loss_fcos_cls": 0.2613296345807612, "loss_fcos_ctr": 0.621594874188304, "loss_fcos_loc": 0.1993288437370211, "loss_mask": 0.25920806359499693, "loss_maskiou": 0.005648236168781295, "loss_sem_seg": 0.3221618577372283, "lr": 0.01, "mask_rcnn/accuracy": 0.8781063614762917, "mask_rcnn/false_negative": 0.1139876250741563, "mask_rcnn/false_positive": 0.11797144363264671, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7245262926444411, "total_loss": 1.6827241149148904} {"data_time": 0.010799932293593884, "eta_seconds": 153757.3168085087, "iteration": 59639, "loss_fcos_cls": 0.277811809675768, "loss_fcos_ctr": 0.6197681808844209, "loss_fcos_loc": 0.20695742609677836, "loss_mask": 0.2555123115889728, "loss_maskiou": 0.005060805051471107, "loss_sem_seg": 0.3026907639577985, "lr": 0.01, "mask_rcnn/accuracy": 0.8797177524856097, "mask_rcnn/false_negative": 0.10006892788714072, "mask_rcnn/false_positive": 0.13152018855626124, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.25, "time": 0.7125825248658657, "total_loss": 1.6813017585536727} {"data_time": 0.009490390308201313, "eta_seconds": 153656.8090599859, "iteration": 59659, "loss_fcos_cls": 0.27689671982079744, "loss_fcos_ctr": 0.6236102860420942, "loss_fcos_loc": 0.20484349294565618, "loss_mask": 0.28068239614367485, "loss_maskiou": 0.006696904049022123, "loss_sem_seg": 0.31335804774425924, "lr": 0.01, "mask_rcnn/accuracy": 0.8796766206482594, "mask_rcnn/false_negative": 0.10472329089068382, "mask_rcnn/false_positive": 0.13449361425612832, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7324066469445825, "total_loss": 1.7130585460181464} {"data_time": 0.010562576353549957, "eta_seconds": 153583.87573293876, "iteration": 59679, "loss_fcos_cls": 0.280631243949756, "loss_fcos_ctr": 0.6202461742796004, "loss_fcos_loc": 0.20147774391807616, "loss_mask": 0.28507161140441895, "loss_maskiou": 0.0064060834047268145, "loss_sem_seg": 0.28231381345540285, "lr": 0.01, "mask_rcnn/accuracy": 0.8827191590922083, "mask_rcnn/false_negative": 0.0986934833216362, "mask_rcnn/false_positive": 0.15704579108784672, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7277797535061836, "total_loss": 1.7068041855236515} {"data_time": 0.009536346420645714, "eta_seconds": 153594.06391099188, "iteration": 59699, "loss_fcos_cls": 0.28426074679009616, "loss_fcos_ctr": 0.6206075293011963, "loss_fcos_loc": 0.20283393713179976, "loss_mask": 0.27699215104803443, "loss_maskiou": 0.006277938584389631, "loss_sem_seg": 0.2988992468453944, "lr": 0.01, "mask_rcnn/accuracy": 0.8781501745435016, "mask_rcnn/false_negative": 0.10417532225109932, "mask_rcnn/false_positive": 0.1462425677460435, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.5, "time": 0.7495509078726172, "total_loss": 1.686711608999758} {"data_time": 0.01010909490287304, "eta_seconds": 153554.66631005984, "iteration": 59719, "loss_fcos_cls": 0.2770155188627541, "loss_fcos_ctr": 0.6223992295563221, "loss_fcos_loc": 0.19767726049758494, "loss_mask": 0.26086858846247196, "loss_maskiou": 0.005141514033311978, "loss_sem_seg": 0.3170454753562808, "lr": 0.01, "mask_rcnn/accuracy": 0.8932566845419486, "mask_rcnn/false_negative": 0.08067262147838083, "mask_rcnn/false_positive": 0.11829937539158475, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.75, "time": 0.7302616825327277, "total_loss": 1.6593637652913458} {"data_time": 0.010037564672529697, "eta_seconds": 153518.22522780206, "iteration": 59739, "loss_fcos_cls": 0.2704010864254087, "loss_fcos_ctr": 0.622520606033504, "loss_fcos_loc": 0.20845366374123842, "loss_mask": 0.28325846372172236, "loss_maskiou": 0.005869513683137484, "loss_sem_seg": 0.31728281173855066, "lr": 0.01, "mask_rcnn/accuracy": 0.8744859307359307, "mask_rcnn/false_negative": 0.10980013890337958, "mask_rcnn/false_positive": 0.13354091481663455, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7312153112143278, "total_loss": 1.6972576364751149} {"data_time": 0.009134449996054173, "eta_seconds": 153466.0634258585, "iteration": 59759, "loss_fcos_cls": 0.26984226098284125, "loss_fcos_ctr": 0.620795757509768, "loss_fcos_loc": 0.20160951183061115, "loss_mask": 0.27351611386984587, "loss_maskiou": 0.005881599317945074, "loss_sem_seg": 0.30477450555190444, "lr": 0.01, "mask_rcnn/accuracy": 0.9034012498804832, "mask_rcnn/false_negative": 0.085243752936164, "mask_rcnn/false_positive": 0.12223053550315441, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7219032282009721, "total_loss": 1.7096183560061036} {"data_time": 0.010622289031744003, "eta_seconds": 153451.46436445508, "iteration": 59779, "loss_fcos_cls": 0.2724825907498598, "loss_fcos_ctr": 0.6227725194767118, "loss_fcos_loc": 0.20644783950410783, "loss_mask": 0.27155138831585646, "loss_maskiou": 0.005859939308720641, "loss_sem_seg": 0.34191846242174506, "lr": 0.01, "mask_rcnn/accuracy": 0.8802590480636698, "mask_rcnn/false_negative": 0.09373063056288089, "mask_rcnn/false_positive": 0.14938535613308399, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7301087602972984, "total_loss": 1.7337309197391733} {"data_time": 0.009963879361748695, "eta_seconds": 153450.45295576472, "iteration": 59799, "loss_fcos_cls": 0.2708097193390131, "loss_fcos_ctr": 0.6223950702697039, "loss_fcos_loc": 0.2052583892364055, "loss_mask": 0.2656765594147146, "loss_maskiou": 0.00539117562584579, "loss_sem_seg": 0.3243831009604037, "lr": 0.01, "mask_rcnn/accuracy": 0.878184649387181, "mask_rcnn/false_negative": 0.09513044390045416, "mask_rcnn/false_positive": 0.1234673409579722, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.0, "time": 0.7403533672913909, "total_loss": 1.6791554141236702} {"data_time": 0.009583181701600552, "eta_seconds": 153398.46779676434, "iteration": 59819, "loss_fcos_cls": 0.2638935574796051, "loss_fcos_ctr": 0.6225673966109753, "loss_fcos_loc": 0.2108676197240129, "loss_mask": 0.27860190998762846, "loss_maskiou": 0.006097065153880976, "loss_sem_seg": 0.29623751901090145, "lr": 0.01, "mask_rcnn/accuracy": 0.8872679280045351, "mask_rcnn/false_negative": 0.10592718773432665, "mask_rcnn/false_positive": 0.11454550186545664, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.25, "time": 0.734269511885941, "total_loss": 1.6855955826613354} {"data_time": 0.010202019475400448, "eta_seconds": 153360.54280450195, "iteration": 59839, "loss_fcos_cls": 0.26425215578638017, "loss_fcos_ctr": 0.6222856419626623, "loss_fcos_loc": 0.20895065180957317, "loss_mask": 0.28499966068193316, "loss_maskiou": 0.005839075238327496, "loss_sem_seg": 0.3283778904005885, "lr": 0.01, "mask_rcnn/accuracy": 0.8850633525093712, "mask_rcnn/false_negative": 0.0931101003060206, "mask_rcnn/false_positive": 0.1297698190989688, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7318795248866081, "total_loss": 1.72510888249235} {"data_time": 0.009648453444242477, "eta_seconds": 153284.16933675203, "iteration": 59859, "loss_fcos_cls": 0.25692217133473605, "loss_fcos_ctr": 0.6235926980152726, "loss_fcos_loc": 0.20364743773825467, "loss_mask": 0.27425783406943083, "loss_maskiou": 0.006062891086912714, "loss_sem_seg": 0.300742904888466, "lr": 0.01, "mask_rcnn/accuracy": 0.8923366412372276, "mask_rcnn/false_negative": 0.08460211371985293, "mask_rcnn/false_positive": 0.14122338536914247, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.0, "time": 0.7197907641530037, "total_loss": 1.6511557633784832} {"data_time": 0.008992866612970829, "eta_seconds": 153269.58063970227, "iteration": 59879, "loss_fcos_cls": 0.25938796275295317, "loss_fcos_ctr": 0.6215766528621316, "loss_fcos_loc": 0.20495138654951006, "loss_mask": 0.28043533582240343, "loss_maskiou": 0.006488263628853019, "loss_sem_seg": 0.30509489495307207, "lr": 0.01, "mask_rcnn/accuracy": 0.8808935936691098, "mask_rcnn/false_negative": 0.09256775435259207, "mask_rcnn/false_positive": 0.1440163406514668, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.741210987791419, "total_loss": 1.6912856624549022} {"data_time": 0.010487996973097324, "eta_seconds": 153290.99457627535, "iteration": 59899, "loss_fcos_cls": 0.29145333101041615, "loss_fcos_ctr": 0.622756926342845, "loss_fcos_loc": 0.2171058403328061, "loss_mask": 0.31340914219617844, "loss_maskiou": 0.006751480657840148, "loss_sem_seg": 0.3468799307011068, "lr": 0.01, "mask_rcnn/accuracy": 0.8692708008528086, "mask_rcnn/false_negative": 0.10288278449680954, "mask_rcnn/false_positive": 0.1638399261761106, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.5, "time": 0.7294574677944183, "total_loss": 1.801615376927657} {"data_time": 0.008891571313142776, "eta_seconds": 153224.03979207762, "iteration": 59919, "loss_fcos_cls": 0.2684902511537075, "loss_fcos_ctr": 0.6213483568280935, "loss_fcos_loc": 0.20120093959849328, "loss_mask": 0.2795824892818928, "loss_maskiou": 0.005998231936246157, "loss_sem_seg": 0.3381166607141495, "lr": 0.01, "mask_rcnn/accuracy": 0.8850602270983581, "mask_rcnn/false_negative": 0.10623025834618133, "mask_rcnn/false_positive": 0.16756626039279987, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.75, "time": 0.7276247330009937, "total_loss": 1.6896042302978458} {"data_time": 0.010476021096110344, "eta_seconds": 153261.81032782793, "iteration": 59939, "loss_fcos_cls": 0.27353282598778605, "loss_fcos_ctr": 0.6210088203661144, "loss_fcos_loc": 0.20199172082357109, "loss_mask": 0.27198002906516194, "loss_maskiou": 0.005896145390579477, "loss_sem_seg": 0.29685915634036064, "lr": 0.01, "mask_rcnn/accuracy": 0.8717163273760209, "mask_rcnn/false_negative": 0.07311875955638729, "mask_rcnn/false_positive": 0.1791391604802684, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.7317859632894397, "total_loss": 1.689465450552234} {"data_time": 0.009500348009169102, "eta_seconds": 153272.97534366697, "iteration": 59959, "loss_fcos_cls": 0.2777010714635253, "loss_fcos_ctr": 0.620305459946394, "loss_fcos_loc": 0.20855695311911404, "loss_mask": 0.288475283421576, "loss_maskiou": 0.006183301095006755, "loss_sem_seg": 0.3393764980137348, "lr": 0.01, "mask_rcnn/accuracy": 0.8721956490929705, "mask_rcnn/false_negative": 0.08710970233030794, "mask_rcnn/false_positive": 0.15807490398028456, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.7273572096601129, "total_loss": 1.7443844284462102} {"data_time": 0.010648110881447792, "eta_seconds": 153196.63715445343, "iteration": 59979, "loss_fcos_cls": 0.27610429434571415, "loss_fcos_ctr": 0.6229727340396494, "loss_fcos_loc": 0.2135626736562699, "loss_mask": 0.27125959750264883, "loss_maskiou": 0.005976721324259415, "loss_sem_seg": 0.3245470141991973, "lr": 0.01, "mask_rcnn/accuracy": 0.8624544020506754, "mask_rcnn/false_negative": 0.11323850181457143, "mask_rcnn/false_positive": 0.17023668283930593, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7220049826428294, "total_loss": 1.726376430971868} {"data_time": 0.010282069444656372, "eta_seconds": 153267.096625234, "iteration": 59999, "loss_fcos_cls": 0.27068334887735546, "loss_fcos_ctr": 0.6210226118564606, "loss_fcos_loc": 0.19652931101154536, "loss_mask": 0.27332604862749577, "loss_maskiou": 0.005515661556273699, "loss_sem_seg": 0.2887537027709186, "lr": 0.01, "mask_rcnn/accuracy": 0.873202656062425, "mask_rcnn/false_negative": 0.09876933311796254, "mask_rcnn/false_positive": 0.15607113017511842, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.5, "time": 0.7399650365114212, "total_loss": 1.6545564808038762} {"data_time": 0.009995419532060623, "eta_seconds": 153151.10409594513, "iteration": 60019, "loss_fcos_cls": 0.2753700069151819, "loss_fcos_ctr": 0.6243255836889148, "loss_fcos_loc": 0.21309630130417645, "loss_mask": 0.282631843816489, "loss_maskiou": 0.006248643025173806, "loss_sem_seg": 0.30527081061154604, "lr": 0.01, "mask_rcnn/accuracy": 0.9089400651440416, "mask_rcnn/false_negative": 0.07579010315241569, "mask_rcnn/false_positive": 0.12840162012952197, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7407504133880138, "total_loss": 1.724253668649908} {"data_time": 0.010382532142102718, "eta_seconds": 153106.64507183153, "iteration": 60039, "loss_fcos_cls": 0.25530999060720205, "loss_fcos_ctr": 0.62057492043823, "loss_fcos_loc": 0.19873777474276721, "loss_mask": 0.276134617626667, "loss_maskiou": 0.00515782147704158, "loss_sem_seg": 0.2791158379986882, "lr": 0.01, "mask_rcnn/accuracy": 0.8646121124056263, "mask_rcnn/false_negative": 0.1077339513986908, "mask_rcnn/false_positive": 0.15081856333115323, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7373606627807021, "total_loss": 1.6493733839524793} {"data_time": 0.008869312703609467, "eta_seconds": 153121.92981749214, "iteration": 60059, "loss_fcos_cls": 0.27755508047994226, "loss_fcos_ctr": 0.6230092318728566, "loss_fcos_loc": 0.21107174549251795, "loss_mask": 0.27570541203022003, "loss_maskiou": 0.00608216362161329, "loss_sem_seg": 0.32504207035526633, "lr": 0.01, "mask_rcnn/accuracy": 0.8743230126557665, "mask_rcnn/false_negative": 0.09803573570939554, "mask_rcnn/false_positive": 0.1556949552244175, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7214954420924187, "total_loss": 1.7228575650951825} {"data_time": 0.009723853319883347, "eta_seconds": 153036.72481390182, "iteration": 60079, "loss_fcos_cls": 0.29697069618850946, "loss_fcos_ctr": 0.6211211159825325, "loss_fcos_loc": 0.20697827474214137, "loss_mask": 0.2924997806549072, "loss_maskiou": 0.006741108743881341, "loss_sem_seg": 0.35473339818418026, "lr": 0.01, "mask_rcnn/accuracy": 0.8536688832836505, "mask_rcnn/false_negative": 0.12092819054294526, "mask_rcnn/false_positive": 0.16480675669897793, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.75, "time": 0.7282394152134657, "total_loss": 1.7670941570104333} {"data_time": 0.008800853975117207, "eta_seconds": 153109.10497215483, "iteration": 60099, "loss_fcos_cls": 0.31833730079233646, "loss_fcos_ctr": 0.6250456050038338, "loss_fcos_loc": 0.22464350680820644, "loss_mask": 0.29743210319429636, "loss_maskiou": 0.007097739064192865, "loss_sem_seg": 0.36139294784516096, "lr": 0.01, "mask_rcnn/accuracy": 0.8655467868965768, "mask_rcnn/false_negative": 0.09343052751713529, "mask_rcnn/false_positive": 0.16876949138530012, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.75, "time": 0.7366929017007351, "total_loss": 1.833300245096325} {"data_time": 0.009472583420574665, "eta_seconds": 153153.778324808, "iteration": 60119, "loss_fcos_cls": 0.3018233731854707, "loss_fcos_ctr": 0.6241476531140506, "loss_fcos_loc": 0.21424512285739183, "loss_mask": 0.2808891572058201, "loss_maskiou": 0.006807270925492048, "loss_sem_seg": 0.3547457084059715, "lr": 0.01, "mask_rcnn/accuracy": 0.8811288265306123, "mask_rcnn/false_negative": 0.11260906458141087, "mask_rcnn/false_positive": 0.1505433438637096, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7478098897263408, "total_loss": 1.807311725206091} {"data_time": 0.00903595332056284, "eta_seconds": 153091.5622236738, "iteration": 60139, "loss_fcos_cls": 0.2760464567691088, "loss_fcos_ctr": 0.6173705561086535, "loss_fcos_loc": 0.2007949415128678, "loss_mask": 0.25796148320659995, "loss_maskiou": 0.0058833631774177775, "loss_sem_seg": 0.2879709228873253, "lr": 0.01, "mask_rcnn/accuracy": 0.8953567104808025, "mask_rcnn/false_negative": 0.09016288689446099, "mask_rcnn/false_positive": 0.13477445136273583, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7396329408511519, "total_loss": 1.6477157666668063} {"data_time": 0.009464527480304241, "eta_seconds": 153065.33888100553, "iteration": 60159, "loss_fcos_cls": 0.2643011249601841, "loss_fcos_ctr": 0.6190101727843285, "loss_fcos_loc": 0.19121056015137583, "loss_mask": 0.2614203840494156, "loss_maskiou": 0.005394773856096435, "loss_sem_seg": 0.294662379194051, "lr": 0.01, "mask_rcnn/accuracy": 0.8880562604150886, "mask_rcnn/false_negative": 0.0699695977342628, "mask_rcnn/false_positive": 0.13492506539269133, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7127882419154048, "total_loss": 1.6581741605114075} {"data_time": 0.009682313539087772, "eta_seconds": 153050.75018395577, "iteration": 60179, "loss_fcos_cls": 0.2773378079291433, "loss_fcos_ctr": 0.6206457847729325, "loss_fcos_loc": 0.20896499895025045, "loss_mask": 0.2841248018667102, "loss_maskiou": 0.006083183077862486, "loss_sem_seg": 0.3576644128188491, "lr": 0.01, "mask_rcnn/accuracy": 0.8800142624681577, "mask_rcnn/false_negative": 0.11987818972873457, "mask_rcnn/false_positive": 0.1437832294595621, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 39.25, "time": 0.7464910596609116, "total_loss": 1.7359445598085586} {"data_time": 0.010193463414907455, "eta_seconds": 153095.40094778966, "iteration": 60199, "loss_fcos_cls": 0.2847616170765832, "loss_fcos_ctr": 0.6201257752254605, "loss_fcos_loc": 0.21251770411618054, "loss_mask": 0.2729133740067482, "loss_maskiou": 0.0063749267283128574, "loss_sem_seg": 0.3012312911450863, "lr": 0.01, "mask_rcnn/accuracy": 0.8767395788102474, "mask_rcnn/false_negative": 0.08545962113993509, "mask_rcnn/false_positive": 0.17560327225684635, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 24.5, "time": 0.7224108967930079, "total_loss": 1.670679437214858} {"data_time": 0.010307964868843555, "eta_seconds": 153153.10349896085, "iteration": 60219, "loss_fcos_cls": 0.2655423041433096, "loss_fcos_ctr": 0.623310852330178, "loss_fcos_loc": 0.21088749531190842, "loss_mask": 0.27802074141800404, "loss_maskiou": 0.00651796258171089, "loss_sem_seg": 0.2985352659597993, "lr": 0.01, "mask_rcnn/accuracy": 0.8757938722363946, "mask_rcnn/false_negative": 0.08812217477570827, "mask_rcnn/false_positive": 0.1392014024702286, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 25.75, "time": 0.734260268509388, "total_loss": 1.68341800532653} {"data_time": 0.010050193406641483, "eta_seconds": 153165.22684724536, "iteration": 60239, "loss_fcos_cls": 0.2762286216020584, "loss_fcos_ctr": 0.6208115881308913, "loss_fcos_loc": 0.1994018265977502, "loss_mask": 0.27097894810140133, "loss_maskiou": 0.006170334694616031, "loss_sem_seg": 0.30105537129566073, "lr": 0.01, "mask_rcnn/accuracy": 0.8807679439997941, "mask_rcnn/false_negative": 0.08829538635870604, "mask_rcnn/false_positive": 0.15611241294012151, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7410526489838958, "total_loss": 1.6625467066833153} {"data_time": 0.009744338691234589, "eta_seconds": 153133.71160702687, "iteration": 60259, "loss_fcos_cls": 0.2584949613083154, "loss_fcos_ctr": 0.6234653815627098, "loss_fcos_loc": 0.20722697250312194, "loss_mask": 0.27922902535647154, "loss_maskiou": 0.005409460689406842, "loss_sem_seg": 0.31459583644755185, "lr": 0.01, "mask_rcnn/accuracy": 0.8782245757164133, "mask_rcnn/false_negative": 0.11410570240585083, "mask_rcnn/false_positive": 0.13065666069439758, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7147490298375487, "total_loss": 1.7006860320834676} {"data_time": 0.009826895780861378, "eta_seconds": 153171.3388088029, "iteration": 60279, "loss_fcos_cls": 0.2591520072892308, "loss_fcos_ctr": 0.6200115317478776, "loss_fcos_loc": 0.19905775703955442, "loss_mask": 0.276766418479383, "loss_maskiou": 0.005403330389526673, "loss_sem_seg": 0.32259867852553725, "lr": 0.01, "mask_rcnn/accuracy": 0.8823456686700104, "mask_rcnn/false_negative": 0.09596574928982837, "mask_rcnn/false_positive": 0.12838915587049934, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 39.5, "time": 0.7318208385258913, "total_loss": 1.6762317965913098} {"data_time": 0.010198919102549553, "eta_seconds": 153121.41549236607, "iteration": 60299, "loss_fcos_cls": 0.2602288853377104, "loss_fcos_ctr": 0.621384996920824, "loss_fcos_loc": 0.19960259762592614, "loss_mask": 0.2664394360035658, "loss_maskiou": 0.0059897077626374085, "loss_sem_seg": 0.3070383504964411, "lr": 0.01, "mask_rcnn/accuracy": 0.8710702137998056, "mask_rcnn/false_negative": 0.1328211133481847, "mask_rcnn/false_positive": 0.13006330079772457, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7222068486735225, "total_loss": 1.674025316548068} {"data_time": 0.010136539116501808, "eta_seconds": 153194.6833126163, "iteration": 60319, "loss_fcos_cls": 0.2490992495440878, "loss_fcos_ctr": 0.6220498532056808, "loss_fcos_loc": 0.19907300872728229, "loss_mask": 0.26169364526867867, "loss_maskiou": 0.005629904226225335, "loss_sem_seg": 0.299961703363806, "lr": 0.01, "mask_rcnn/accuracy": 0.8936472123518129, "mask_rcnn/false_negative": 0.08794779697600827, "mask_rcnn/false_positive": 0.12016377609192416, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 24.5, "time": 0.731894695200026, "total_loss": 1.6517463620984927} {"data_time": 0.009881312027573586, "eta_seconds": 153239.21327909175, "iteration": 60339, "loss_fcos_cls": 0.27540103485807776, "loss_fcos_ctr": 0.6200010171160102, "loss_fcos_loc": 0.19643795862793922, "loss_mask": 0.2734221937134862, "loss_maskiou": 0.005805195563880261, "loss_sem_seg": 0.3433997919782996, "lr": 0.01, "mask_rcnn/accuracy": 0.8798801113852135, "mask_rcnn/false_negative": 0.09232735576846696, "mask_rcnn/false_positive": 0.16615371186620012, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.0, "time": 0.7278176108375192, "total_loss": 1.6891088551274152} {"data_time": 0.00981591735035181, "eta_seconds": 153224.59547098447, "iteration": 60359, "loss_fcos_cls": 0.2854106075828895, "loss_fcos_ctr": 0.6231268858537078, "loss_fcos_loc": 0.2094425008399412, "loss_mask": 0.27497874666005373, "loss_maskiou": 0.006355449906550348, "loss_sem_seg": 0.3188513813074678, "lr": 0.01, "mask_rcnn/accuracy": 0.8849548440065682, "mask_rcnn/false_negative": 0.10421003820635825, "mask_rcnn/false_positive": 0.11911729972385246, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.75, "time": 0.7443283097818494, "total_loss": 1.7319430009520147} {"data_time": 0.009504763409495354, "eta_seconds": 153124.8551732432, "iteration": 60379, "loss_fcos_cls": 0.2807394955307245, "loss_fcos_ctr": 0.6233868352137506, "loss_fcos_loc": 0.2109180768020451, "loss_mask": 0.27606364991515875, "loss_maskiou": 0.006715284245728981, "loss_sem_seg": 0.3167014098726213, "lr": 0.01, "mask_rcnn/accuracy": 0.8796850898144002, "mask_rcnn/false_negative": 0.12193167939513429, "mask_rcnn/false_positive": 0.11612615253826566, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7194687724113464, "total_loss": 1.7267339020690997} {"data_time": 0.010270503349602222, "eta_seconds": 153110.24548669718, "iteration": 60399, "loss_fcos_cls": 0.2669243928976357, "loss_fcos_ctr": 0.6211759652942419, "loss_fcos_loc": 0.20084611035417765, "loss_mask": 0.2757141189649701, "loss_maskiou": 0.006143972772406414, "loss_sem_seg": 0.3378432122990489, "lr": 0.01, "mask_rcnn/accuracy": 0.8556266055633702, "mask_rcnn/false_negative": 0.1252421339672719, "mask_rcnn/false_positive": 0.17139001786075425, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 44.5, "time": 0.7521875174716115, "total_loss": 1.7143288780061994} {"data_time": 0.010080080479383469, "eta_seconds": 153155.96748075448, "iteration": 60419, "loss_fcos_cls": 0.2854154985398054, "loss_fcos_ctr": 0.6234579868614674, "loss_fcos_loc": 0.21067268564365804, "loss_mask": 0.27450257912278175, "loss_maskiou": 0.006365878041833639, "loss_sem_seg": 0.32573304045945406, "lr": 0.01, "mask_rcnn/accuracy": 0.8710102437781009, "mask_rcnn/false_negative": 0.09805622734041658, "mask_rcnn/false_positive": 0.14397101305548432, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7361286478117108, "total_loss": 1.702859169774456} {"data_time": 0.009615267626941204, "eta_seconds": 153019.18899764773, "iteration": 60439, "loss_fcos_cls": 0.2663662357372232, "loss_fcos_ctr": 0.6225928980857134, "loss_fcos_loc": 0.21311242110095918, "loss_mask": 0.2774881226941943, "loss_maskiou": 0.005985518291709013, "loss_sem_seg": 0.30269480124115944, "lr": 0.01, "mask_rcnn/accuracy": 0.8770261544984966, "mask_rcnn/false_negative": 0.08722064558102446, "mask_rcnn/false_positive": 0.1570730324587359, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.25, "time": 0.716683472506702, "total_loss": 1.7025886881892802} {"data_time": 0.009348567575216293, "eta_seconds": 153092.398147705, "iteration": 60459, "loss_fcos_cls": 0.28883633168879896, "loss_fcos_ctr": 0.6204385911114514, "loss_fcos_loc": 0.2048590211197734, "loss_mask": 0.28691254928708076, "loss_maskiou": 0.006893405588925816, "loss_sem_seg": 0.2950679386849515, "lr": 0.01, "mask_rcnn/accuracy": 0.878936964396148, "mask_rcnn/false_negative": 0.09066097719136579, "mask_rcnn/false_positive": 0.15110864144668607, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.733280966989696, "total_loss": 1.6864866577816429} {"data_time": 0.01064317487180233, "eta_seconds": 153136.88862234075, "iteration": 60479, "loss_fcos_cls": 0.27298624999821186, "loss_fcos_ctr": 0.6207338995300233, "loss_fcos_loc": 0.2029483146034181, "loss_mask": 0.26902627386152744, "loss_maskiou": 0.005946370278252289, "loss_sem_seg": 0.26859049731865525, "lr": 0.01, "mask_rcnn/accuracy": 0.8828527929514197, "mask_rcnn/false_negative": 0.09650187589905256, "mask_rcnn/false_positive": 0.15029150758899681, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.0, "time": 0.7313303658738732, "total_loss": 1.676810758013744} {"data_time": 0.009980602189898491, "eta_seconds": 153063.1738148732, "iteration": 60499, "loss_fcos_cls": 0.26938938768580556, "loss_fcos_ctr": 0.6214459082111716, "loss_fcos_loc": 0.21058996464125812, "loss_mask": 0.2737513091415167, "loss_maskiou": 0.005805930170026841, "loss_sem_seg": 0.3146438167896122, "lr": 0.01, "mask_rcnn/accuracy": 0.8754150722789116, "mask_rcnn/false_negative": 0.11842772379988598, "mask_rcnn/false_positive": 0.14223647293728967, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7250273255631328, "total_loss": 1.7214150944491848} {"data_time": 0.009930066764354706, "eta_seconds": 153022.58736742102, "iteration": 60519, "loss_fcos_cls": 0.2780232452787459, "loss_fcos_ctr": 0.6231349213048816, "loss_fcos_loc": 0.21710463892668486, "loss_mask": 0.2805713014677167, "loss_maskiou": 0.0059601617977023125, "loss_sem_seg": 0.30372535437345505, "lr": 0.01, "mask_rcnn/accuracy": 0.8779034533137234, "mask_rcnn/false_negative": 0.08551090933960609, "mask_rcnn/false_positive": 0.1644756240005772, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7315366361290216, "total_loss": 1.7045990781771252} {"data_time": 0.010209358297288418, "eta_seconds": 152877.3165235268, "iteration": 60539, "loss_fcos_cls": 0.26364384952466935, "loss_fcos_ctr": 0.6220800457522273, "loss_fcos_loc": 0.20734548778273165, "loss_mask": 0.2631560619920492, "loss_maskiou": 0.005556843490921892, "loss_sem_seg": 0.31255566654726863, "lr": 0.01, "mask_rcnn/accuracy": 0.888153459582031, "mask_rcnn/false_negative": 0.0896309117317744, "mask_rcnn/false_positive": 0.12589709730631718, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7168437279760838, "total_loss": 1.6781354032100353} {"data_time": 0.009946069680154324, "eta_seconds": 152776.39502392896, "iteration": 60559, "loss_fcos_cls": 0.2519288480980322, "loss_fcos_ctr": 0.6172035406343639, "loss_fcos_loc": 0.18985327903646976, "loss_mask": 0.27274082135409117, "loss_maskiou": 0.006051022122846916, "loss_sem_seg": 0.28466247487813234, "lr": 0.01, "mask_rcnn/accuracy": 0.889562074829932, "mask_rcnn/false_negative": 0.10639006611585222, "mask_rcnn/false_positive": 0.1445935747543641, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.721575140953064, "total_loss": 1.6266756003060436} {"data_time": 0.010030006989836693, "eta_seconds": 152742.66419760324, "iteration": 60579, "loss_fcos_cls": 0.2713432223536074, "loss_fcos_ctr": 0.61801194306463, "loss_fcos_loc": 0.19753259792923927, "loss_mask": 0.2681559198535979, "loss_maskiou": 0.005680717138602631, "loss_sem_seg": 0.3106819214299321, "lr": 0.01, "mask_rcnn/accuracy": 0.8819656855371141, "mask_rcnn/false_negative": 0.09443886107456442, "mask_rcnn/false_positive": 0.14222948520419793, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7173003805801272, "total_loss": 1.6772752805300115} {"data_time": 0.010217062197625637, "eta_seconds": 152607.54775278084, "iteration": 60599, "loss_fcos_cls": 0.26939927297644317, "loss_fcos_ctr": 0.6241734691429883, "loss_fcos_loc": 0.2099970238050446, "loss_mask": 0.27297585271298885, "loss_maskiou": 0.006102022125560325, "loss_sem_seg": 0.28005354665219784, "lr": 0.01, "mask_rcnn/accuracy": 0.8722831453130162, "mask_rcnn/false_negative": 0.10643123098344234, "mask_rcnn/false_positive": 0.1723421130937025, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.75, "time": 0.7160932710394263, "total_loss": 1.6751999929983867} {"data_time": 0.009896960109472275, "eta_seconds": 152750.7070781011, "iteration": 60619, "loss_fcos_cls": 0.269955163821578, "loss_fcos_ctr": 0.6210187817923725, "loss_fcos_loc": 0.2042010873556137, "loss_mask": 0.28042133059352636, "loss_maskiou": 0.005779444763902575, "loss_sem_seg": 0.3052682029083371, "lr": 0.01, "mask_rcnn/accuracy": 0.8930747894395854, "mask_rcnn/false_negative": 0.09892102608775749, "mask_rcnn/false_positive": 0.10760898503950886, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7401584042236209, "total_loss": 1.7003829909081105} {"data_time": 0.00994353648275137, "eta_seconds": 152832.5380219929, "iteration": 60639, "loss_fcos_cls": 0.2968694425653666, "loss_fcos_ctr": 0.6225088275969028, "loss_fcos_loc": 0.20373675820883363, "loss_mask": 0.2813422759063542, "loss_maskiou": 0.005992154576233588, "loss_sem_seg": 0.286147088278085, "lr": 0.01, "mask_rcnn/accuracy": 0.8718488697562359, "mask_rcnn/false_negative": 0.1192789419188949, "mask_rcnn/false_positive": 0.12943739850135122, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.730446913279593, "total_loss": 1.709997402256704} {"data_time": 0.01051736157387495, "eta_seconds": 152817.93811675534, "iteration": 60659, "loss_fcos_cls": 0.2701001022942364, "loss_fcos_ctr": 0.6219254052266479, "loss_fcos_loc": 0.20899570744950324, "loss_mask": 0.27321398351341486, "loss_maskiou": 0.0057961351703852415, "loss_sem_seg": 0.3044012766331434, "lr": 0.01, "mask_rcnn/accuracy": 0.8790678924008628, "mask_rcnn/false_negative": 0.10334322394421153, "mask_rcnn/false_positive": 0.1288131676529495, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7280004834756255, "total_loss": 1.6916832138158497} {"data_time": 0.01007220707833767, "eta_seconds": 152803.744282729, "iteration": 60679, "loss_fcos_cls": 0.26419716933742166, "loss_fcos_ctr": 0.6211350513622165, "loss_fcos_loc": 0.2009165248600766, "loss_mask": 0.27455413434654474, "loss_maskiou": 0.0057444927806500345, "loss_sem_seg": 0.3170654224231839, "lr": 0.01, "mask_rcnn/accuracy": 0.8841197599169538, "mask_rcnn/false_negative": 0.10178589081654144, "mask_rcnn/false_positive": 0.15224729531182507, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7365219499915838, "total_loss": 1.6792926370108034} {"data_time": 0.009726014919579029, "eta_seconds": 152760.53883868922, "iteration": 60699, "loss_fcos_cls": 0.2795064769452438, "loss_fcos_ctr": 0.6241213120520115, "loss_fcos_loc": 0.2101625925861299, "loss_mask": 0.2855978701263666, "loss_maskiou": 0.006373467986122705, "loss_sem_seg": 0.3099989742040634, "lr": 0.01, "mask_rcnn/accuracy": 0.8783262655711634, "mask_rcnn/false_negative": 0.08752196461466367, "mask_rcnn/false_positive": 0.15391770029819024, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.25, "time": 0.7534327022731304, "total_loss": 1.7395839300879743} {"data_time": 0.010142468847334385, "eta_seconds": 152707.74723803252, "iteration": 60719, "loss_fcos_cls": 0.27058177441358566, "loss_fcos_ctr": 0.6224053082987666, "loss_fcos_loc": 0.19697234698105603, "loss_mask": 0.2693559508770704, "loss_maskiou": 0.005768292008724529, "loss_sem_seg": 0.3166504264809191, "lr": 0.01, "mask_rcnn/accuracy": 0.8830882574105545, "mask_rcnn/false_negative": 0.10029089767946961, "mask_rcnn/false_positive": 0.12647593172750063, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.25, "time": 0.7244943529367447, "total_loss": 1.6887677599006565} {"data_time": 0.010428233072161674, "eta_seconds": 152663.16291292198, "iteration": 60739, "loss_fcos_cls": 0.27813032269477844, "loss_fcos_ctr": 0.6207441175356507, "loss_fcos_loc": 0.2024080364499241, "loss_mask": 0.27717389445751905, "loss_maskiou": 0.006642102569458075, "loss_sem_seg": 0.31793125765398145, "lr": 0.01, "mask_rcnn/accuracy": 0.879118351886209, "mask_rcnn/false_negative": 0.1032709818544983, "mask_rcnn/false_positive": 0.15289424350598324, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7318369578570127, "total_loss": 1.735849911434343} {"data_time": 0.010185363702476025, "eta_seconds": 152778.71536304522, "iteration": 60759, "loss_fcos_cls": 0.2712532542645931, "loss_fcos_ctr": 0.6221219077706337, "loss_fcos_loc": 0.20330303977243602, "loss_mask": 0.2679361067712307, "loss_maskiou": 0.005726341099943966, "loss_sem_seg": 0.34638680471107364, "lr": 0.01, "mask_rcnn/accuracy": 0.899203117105807, "mask_rcnn/false_negative": 0.08466033709707436, "mask_rcnn/false_positive": 0.13004894805514103, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.0, "time": 0.7350775469094515, "total_loss": 1.7312921891279984} {"data_time": 0.010004749521613121, "eta_seconds": 152767.5426029954, "iteration": 60779, "loss_fcos_cls": 0.2806334071792662, "loss_fcos_ctr": 0.6216549426317215, "loss_fcos_loc": 0.2017126246355474, "loss_mask": 0.2681524530053139, "loss_maskiou": 0.005961749273410533, "loss_sem_seg": 0.30332318181172013, "lr": 0.01, "mask_rcnn/accuracy": 0.8773915816326531, "mask_rcnn/false_negative": 0.1008597981241848, "mask_rcnn/false_positive": 0.142865989385507, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.25, "time": 0.7403794433921576, "total_loss": 1.6969493586220779} {"data_time": 0.010906004346907139, "eta_seconds": 152733.50351417717, "iteration": 60799, "loss_fcos_cls": 0.2739754640497267, "loss_fcos_ctr": 0.6248007053509355, "loss_fcos_loc": 0.20850927475839853, "loss_mask": 0.25800365023314953, "loss_maskiou": 0.0060393642852432095, "loss_sem_seg": 0.33886834792792797, "lr": 0.01, "mask_rcnn/accuracy": 0.8837066204032633, "mask_rcnn/false_negative": 0.0883689160744473, "mask_rcnn/false_positive": 0.13537421129005767, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.5, "time": 0.7235275385901332, "total_loss": 1.7100455975232762} {"data_time": 0.00973927415907383, "eta_seconds": 152686.883093331, "iteration": 60819, "loss_fcos_cls": 0.2704331127461046, "loss_fcos_ctr": 0.6201689168810844, "loss_fcos_loc": 0.20202407229226083, "loss_mask": 0.27118518110364676, "loss_maskiou": 0.0057272777921753, "loss_sem_seg": 0.31341140111908317, "lr": 0.01, "mask_rcnn/accuracy": 0.8895588538445681, "mask_rcnn/false_negative": 0.09474253202837898, "mask_rcnn/false_positive": 0.1171246737170117, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.0, "time": 0.7312209913507104, "total_loss": 1.6903361312724883} {"data_time": 0.010525682009756565, "eta_seconds": 152794.2531758193, "iteration": 60839, "loss_fcos_cls": 0.28646275866776705, "loss_fcos_ctr": 0.6228560758754611, "loss_fcos_loc": 0.19783021043986082, "loss_mask": 0.27755505312234163, "loss_maskiou": 0.006140738492831588, "loss_sem_seg": 0.294299004599452, "lr": 0.01, "mask_rcnn/accuracy": 0.8764878651677122, "mask_rcnn/false_negative": 0.0983817736761592, "mask_rcnn/false_positive": 0.14073261063782727, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7363702738657594, "total_loss": 1.689444827963598} {"data_time": 0.010210313834249973, "eta_seconds": 152888.00464190263, "iteration": 60859, "loss_fcos_cls": 0.29275896248873323, "loss_fcos_ctr": 0.6225335821509361, "loss_fcos_loc": 0.2084657889790833, "loss_mask": 0.26554241590201855, "loss_maskiou": 0.005795691817183979, "loss_sem_seg": 0.311805980745703, "lr": 0.01, "mask_rcnn/accuracy": 0.8976552368439015, "mask_rcnn/false_negative": 0.08655814260895386, "mask_rcnn/false_positive": 0.15286358996964128, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.75, "time": 0.7511149160563946, "total_loss": 1.7044906257724506} {"data_time": 0.010237101465463638, "eta_seconds": 152857.48725179024, "iteration": 60879, "loss_fcos_cls": 0.270452406257391, "loss_fcos_ctr": 0.6203700602054596, "loss_fcos_loc": 0.1992190657183528, "loss_mask": 0.266059257555753, "loss_maskiou": 0.005800589711725479, "loss_sem_seg": 0.3111645937897265, "lr": 0.01, "mask_rcnn/accuracy": 0.8681175079255002, "mask_rcnn/false_negative": 0.10558362181992692, "mask_rcnn/false_positive": 0.1485255276288298, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.25, "time": 0.7305106744170189, "total_loss": 1.6819517077237833} {"data_time": 0.010064661502838135, "eta_seconds": 152886.8887063684, "iteration": 60899, "loss_fcos_cls": 0.27600191393867135, "loss_fcos_ctr": 0.6168907573446631, "loss_fcos_loc": 0.19838003162294626, "loss_mask": 0.2569882860407233, "loss_maskiou": 0.00565166916931048, "loss_sem_seg": 0.3466056534089148, "lr": 0.01, "mask_rcnn/accuracy": 0.897485296201814, "mask_rcnn/false_negative": 0.08587162668642123, "mask_rcnn/false_positive": 0.12747991410917736, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.25, "time": 0.7454115068539977, "total_loss": 1.7243304169533076} {"data_time": 0.010684517212212086, "eta_seconds": 152832.97564121615, "iteration": 60919, "loss_fcos_cls": 0.28517064615152776, "loss_fcos_ctr": 0.6208320539444685, "loss_fcos_loc": 0.20823571947403252, "loss_mask": 0.27449169009923935, "loss_maskiou": 0.006162408280943055, "loss_sem_seg": 0.31307567935436964, "lr": 0.01, "mask_rcnn/accuracy": 0.8905270195204056, "mask_rcnn/false_negative": 0.08966975665185012, "mask_rcnn/false_positive": 0.15528461323456688, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.7286007711663842, "total_loss": 1.7283885191282025} {"data_time": 0.008982475847005844, "eta_seconds": 152900.062183748, "iteration": 60939, "loss_fcos_cls": 0.27169227274134755, "loss_fcos_ctr": 0.622165878303349, "loss_fcos_loc": 0.2079498473322019, "loss_mask": 0.27885378152132034, "loss_maskiou": 0.0062371627282118425, "loss_sem_seg": 0.3213442279957235, "lr": 0.01, "mask_rcnn/accuracy": 0.8784140621657468, "mask_rcnn/false_negative": 0.09601716752165282, "mask_rcnn/false_positive": 0.15146628826462005, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.25, "time": 0.7574763996526599, "total_loss": 1.699286354953074} {"data_time": 0.009735802188515663, "eta_seconds": 152991.71455526538, "iteration": 60959, "loss_fcos_cls": 0.2864724351093173, "loss_fcos_ctr": 0.6236005630344152, "loss_fcos_loc": 0.21911453490611166, "loss_mask": 0.2771468316204846, "loss_maskiou": 0.00603150729148183, "loss_sem_seg": 0.3050694102421403, "lr": 0.01, "mask_rcnn/accuracy": 0.9069402484581056, "mask_rcnn/false_negative": 0.07944789879121206, "mask_rcnn/false_positive": 0.1320279661607247, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7461834084242582, "total_loss": 1.7293865154897503} {"data_time": 0.010336018167436123, "eta_seconds": 153027.5722574182, "iteration": 60979, "loss_fcos_cls": 0.27895669895224273, "loss_fcos_ctr": 0.6223120260983706, "loss_fcos_loc": 0.20682024233974516, "loss_mask": 0.27442771568894386, "loss_maskiou": 0.006037028520950116, "loss_sem_seg": 0.3096574479714036, "lr": 0.01, "mask_rcnn/accuracy": 0.8774466259718173, "mask_rcnn/false_negative": 0.11147462820031641, "mask_rcnn/false_positive": 0.13285759434173375, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7338481480255723, "total_loss": 1.7179203040141147} {"data_time": 0.00967484712600708, "eta_seconds": 152976.83375877142, "iteration": 60999, "loss_fcos_cls": 0.28182724316138774, "loss_fcos_ctr": 0.6231869282200933, "loss_fcos_loc": 0.2096271184273064, "loss_mask": 0.2921645035967231, "loss_maskiou": 0.006315139791695401, "loss_sem_seg": 0.3009790414944291, "lr": 0.01, "mask_rcnn/accuracy": 0.8720390428898832, "mask_rcnn/false_negative": 0.0949469015043356, "mask_rcnn/false_positive": 0.14904969916395666, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.0, "time": 0.7292097099125385, "total_loss": 1.697274350990483} {"data_time": 0.010149314999580383, "eta_seconds": 152947.80210329033, "iteration": 61019, "loss_fcos_cls": 0.28385239373892546, "loss_fcos_ctr": 0.6259341170080006, "loss_fcos_loc": 0.2162478412501514, "loss_mask": 0.2768944213166833, "loss_maskiou": 0.006859128276119009, "loss_sem_seg": 0.29790718387812376, "lr": 0.01, "mask_rcnn/accuracy": 0.8745232708468003, "mask_rcnn/false_negative": 0.11266996345288749, "mask_rcnn/false_positive": 0.14822222845088043, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.5, "time": 0.7343940725550056, "total_loss": 1.6937548655478167} {"data_time": 0.010209789499640465, "eta_seconds": 152875.19104998745, "iteration": 61039, "loss_fcos_cls": 0.26493682875297964, "loss_fcos_ctr": 0.6228043353185058, "loss_fcos_loc": 0.20686319191008806, "loss_mask": 0.2613949263468385, "loss_maskiou": 0.006275084626395255, "loss_sem_seg": 0.2725860741920769, "lr": 0.01, "mask_rcnn/accuracy": 0.8749453352769679, "mask_rcnn/false_negative": 0.09960295015808561, "mask_rcnn/false_positive": 0.16398830603938036, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7196475295349956, "total_loss": 1.6142328019050183} {"data_time": 0.009648807346820831, "eta_seconds": 152892.79572144616, "iteration": 61059, "loss_fcos_cls": 0.2796296167653054, "loss_fcos_ctr": 0.6237571882084012, "loss_fcos_loc": 0.2153342526871711, "loss_mask": 0.2808688394725323, "loss_maskiou": 0.006031555501976982, "loss_sem_seg": 0.295719750225544, "lr": 0.01, "mask_rcnn/accuracy": 0.8694928246696475, "mask_rcnn/false_negative": 0.10833395748410637, "mask_rcnn/false_positive": 0.15591539511891506, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 32.25, "time": 0.7352764420211315, "total_loss": 1.6944428735077963} {"data_time": 0.011112688109278679, "eta_seconds": 152934.92265786137, "iteration": 61079, "loss_fcos_cls": 0.26060520065948367, "loss_fcos_ctr": 0.6232083039358258, "loss_fcos_loc": 0.20590342383366078, "loss_mask": 0.2850764011964202, "loss_maskiou": 0.006200997559062671, "loss_sem_seg": 0.31192335532978177, "lr": 0.01, "mask_rcnn/accuracy": 0.8842095462215894, "mask_rcnn/false_negative": 0.11049060422294496, "mask_rcnn/false_positive": 0.13153133991724503, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 31.25, "time": 0.7376650739461184, "total_loss": 1.6718455802474637} {"data_time": 0.009663913398981094, "eta_seconds": 152920.28220308106, "iteration": 61099, "loss_fcos_cls": 0.29355241591110826, "loss_fcos_ctr": 0.6246705958619714, "loss_fcos_loc": 0.211720037041232, "loss_mask": 0.2804110450670123, "loss_maskiou": 0.006485103149316274, "loss_sem_seg": 0.33132647909224033, "lr": 0.01, "mask_rcnn/accuracy": 0.8886117618210196, "mask_rcnn/false_negative": 0.08812580416891451, "mask_rcnn/false_positive": 0.12400768611236943, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7316575525328517, "total_loss": 1.7353847623162437} {"data_time": 0.01047123596072197, "eta_seconds": 152825.8251571823, "iteration": 61119, "loss_fcos_cls": 0.26951795152854174, "loss_fcos_ctr": 0.62343296315521, "loss_fcos_loc": 0.2111724957358092, "loss_mask": 0.27783649507910013, "loss_maskiou": 0.006084878426918294, "loss_sem_seg": 0.2829093486070633, "lr": 0.01, "mask_rcnn/accuracy": 0.870565690009079, "mask_rcnn/false_negative": 0.12140004681347152, "mask_rcnn/false_positive": 0.14068558966960526, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7270543249323964, "total_loss": 1.699357365265314} {"data_time": 0.009891647845506668, "eta_seconds": 152711.4096159311, "iteration": 61139, "loss_fcos_cls": 0.2577757427934557, "loss_fcos_ctr": 0.6187223820015788, "loss_fcos_loc": 0.19719518499914557, "loss_mask": 0.27119477931410074, "loss_maskiou": 0.005899004565435462, "loss_sem_seg": 0.2851921268738806, "lr": 0.01, "mask_rcnn/accuracy": 0.880858843537415, "mask_rcnn/false_negative": 0.10683666443641968, "mask_rcnn/false_positive": 0.12789869295715867, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.25, "time": 0.717867523431778, "total_loss": 1.654189945271355} {"data_time": 0.009115594439208508, "eta_seconds": 152755.28990241978, "iteration": 61159, "loss_fcos_cls": 0.26798340305685997, "loss_fcos_ctr": 0.6225048238411546, "loss_fcos_loc": 0.20383803639560938, "loss_mask": 0.2671931302174926, "loss_maskiou": 0.005895446705835639, "loss_sem_seg": 0.3104803436435759, "lr": 0.01, "mask_rcnn/accuracy": 0.884128076961304, "mask_rcnn/false_negative": 0.09948873856319915, "mask_rcnn/false_positive": 0.13398454436924295, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.7189572704955935, "total_loss": 1.6646757053931651} {"data_time": 0.010076525621116161, "eta_seconds": 152682.16310085822, "iteration": 61179, "loss_fcos_cls": 0.2628670302219689, "loss_fcos_ctr": 0.618028087541461, "loss_fcos_loc": 0.20096776215359569, "loss_mask": 0.26271882047876716, "loss_maskiou": 0.005619016770651797, "loss_sem_seg": 0.2714026030153036, "lr": 0.01, "mask_rcnn/accuracy": 0.8964432363854633, "mask_rcnn/false_negative": 0.09793117474683431, "mask_rcnn/false_positive": 0.1346714185268531, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.0, "time": 0.7296413676813245, "total_loss": 1.6319552763234242} {"data_time": 0.010459492914378643, "eta_seconds": 152767.2939072717, "iteration": 61199, "loss_fcos_cls": 0.2800390918273479, "loss_fcos_ctr": 0.6218200856819749, "loss_fcos_loc": 0.20217491989023983, "loss_mask": 0.26697441656142473, "loss_maskiou": 0.006054489778762218, "loss_sem_seg": 0.3367511327378452, "lr": 0.01, "mask_rcnn/accuracy": 0.877580217139255, "mask_rcnn/false_negative": 0.1022924731818496, "mask_rcnn/false_positive": 0.1460404152373534, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.5, "time": 0.7503669820725918, "total_loss": 1.7204745510825887} {"data_time": 0.010687200352549553, "eta_seconds": 152775.71555376519, "iteration": 61219, "loss_fcos_cls": 0.26731987699167803, "loss_fcos_ctr": 0.620799049269408, "loss_fcos_loc": 0.2005630217026919, "loss_mask": 0.2834521532058716, "loss_maskiou": 0.006546134191012243, "loss_sem_seg": 0.2993277406785637, "lr": 0.01, "mask_rcnn/accuracy": 0.8863316159797252, "mask_rcnn/false_negative": 0.09018546317403102, "mask_rcnn/false_positive": 0.15050909549899838, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7604576516896486, "total_loss": 1.6922130497769103} {"data_time": 0.010432301089167595, "eta_seconds": 152638.2933282489, "iteration": 61239, "loss_fcos_cls": 0.2869859510101378, "loss_fcos_ctr": 0.6209111241623759, "loss_fcos_loc": 0.20672302623279393, "loss_mask": 0.27728036139160395, "loss_maskiou": 0.0066897209762828425, "loss_sem_seg": 0.3087610856164247, "lr": 0.01, "mask_rcnn/accuracy": 0.8748015873015873, "mask_rcnn/false_negative": 0.09667305642524562, "mask_rcnn/false_positive": 0.13671623368985056, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.75, "time": 0.7274582106620073, "total_loss": 1.6967313949135132} {"data_time": 0.009313534945249557, "eta_seconds": 152803.15856483858, "iteration": 61259, "loss_fcos_cls": 0.2745852726511657, "loss_fcos_ctr": 0.6209539175033569, "loss_fcos_loc": 0.20919135271105915, "loss_mask": 0.27683545369654894, "loss_maskiou": 0.005757889070082456, "loss_sem_seg": 0.2637470398331061, "lr": 0.01, "mask_rcnn/accuracy": 0.8815124085640803, "mask_rcnn/false_negative": 0.09601890000242583, "mask_rcnn/false_positive": 0.1371867499682723, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 38.25, "time": 0.7529177721589804, "total_loss": 1.6534246136288857} {"data_time": 0.009822933003306389, "eta_seconds": 152788.51811005827, "iteration": 61279, "loss_fcos_cls": 0.28882104298099875, "loss_fcos_ctr": 0.62679259525612, "loss_fcos_loc": 0.21683872188441455, "loss_mask": 0.2825135849416256, "loss_maskiou": 0.006311371907941066, "loss_sem_seg": 0.29968129051849246, "lr": 0.01, "mask_rcnn/accuracy": 0.8749391513851918, "mask_rcnn/false_negative": 0.08230551312114757, "mask_rcnn/false_positive": 0.13810491674624212, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7304566232487559, "total_loss": 1.708050298559101} {"data_time": 0.009742344729602337, "eta_seconds": 152872.3495136546, "iteration": 61299, "loss_fcos_cls": 0.2689365923870355, "loss_fcos_ctr": 0.6230864590033889, "loss_fcos_loc": 0.20942498184740543, "loss_mask": 0.27245603408664465, "loss_maskiou": 0.006437544347136281, "loss_sem_seg": 0.2861947128549218, "lr": 0.01, "mask_rcnn/accuracy": 0.8811115006928942, "mask_rcnn/false_negative": 0.08859195655991611, "mask_rcnn/false_positive": 0.15211971397595103, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 40.75, "time": 0.7646596422418952, "total_loss": 1.6667435372801265} {"data_time": 0.009857513941824436, "eta_seconds": 152912.04377516918, "iteration": 61319, "loss_fcos_cls": 0.28320840932428837, "loss_fcos_ctr": 0.6222466849721968, "loss_fcos_loc": 0.2053367153275758, "loss_mask": 0.2797909155488014, "loss_maskiou": 0.005333814537152648, "loss_sem_seg": 0.30191954318434, "lr": 0.01, "mask_rcnn/accuracy": 0.8824994641237052, "mask_rcnn/false_negative": 0.08986843389703858, "mask_rcnn/false_positive": 0.14337703410489977, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.25, "time": 0.7467267625033855, "total_loss": 1.6826318420862663} {"data_time": 0.00990823283791542, "eta_seconds": 153018.3950985046, "iteration": 61339, "loss_fcos_cls": 0.29412854835391045, "loss_fcos_ctr": 0.6223922986537218, "loss_fcos_loc": 0.21201705385465175, "loss_mask": 0.28025273885577917, "loss_maskiou": 0.006428792024962604, "loss_sem_seg": 0.3296644538640976, "lr": 0.01, "mask_rcnn/accuracy": 0.873486066857573, "mask_rcnn/false_negative": 0.1154446004251346, "mask_rcnn/false_positive": 0.1398347003691579, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7722574025392532, "total_loss": 1.7351651833305368} {"data_time": 0.009979014284908772, "eta_seconds": 152896.15237878263, "iteration": 61359, "loss_fcos_cls": 0.2709229055326432, "loss_fcos_ctr": 0.6215483862906694, "loss_fcos_loc": 0.2044309638440609, "loss_mask": 0.2710279179736972, "loss_maskiou": 0.006015810795361176, "loss_sem_seg": 0.2849854752421379, "lr": 0.01, "mask_rcnn/accuracy": 0.8848567328717201, "mask_rcnn/false_negative": 0.09056621150893082, "mask_rcnn/false_positive": 0.14105546552355064, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7322246572002769, "total_loss": 1.6774183763045585} {"data_time": 0.010736482217907906, "eta_seconds": 152975.68712421134, "iteration": 61379, "loss_fcos_cls": 0.2749062462244183, "loss_fcos_ctr": 0.6194672868587077, "loss_fcos_loc": 0.2080490137450397, "loss_mask": 0.2680527698248625, "loss_maskiou": 0.006128901615738869, "loss_sem_seg": 0.3118462357670069, "lr": 0.01, "mask_rcnn/accuracy": 0.8827610337448049, "mask_rcnn/false_negative": 0.09130128717148385, "mask_rcnn/false_positive": 0.12352298857062086, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 24.25, "time": 0.7337574576959014, "total_loss": 1.663923658648855} {"data_time": 0.010281316004693508, "eta_seconds": 152850.12012131047, "iteration": 61399, "loss_fcos_cls": 0.2758495449088514, "loss_fcos_ctr": 0.6216811938211322, "loss_fcos_loc": 0.2053722315467894, "loss_mask": 0.2862437157891691, "loss_maskiou": 0.005876671872101724, "loss_sem_seg": 0.29641310358420014, "lr": 0.01, "mask_rcnn/accuracy": 0.8572492523083595, "mask_rcnn/false_negative": 0.12986510342098778, "mask_rcnn/false_positive": 0.1701999180368419, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.0, "time": 0.720701620914042, "total_loss": 1.6949353785457788} {"data_time": 0.009730744175612926, "eta_seconds": 152757.97848504502, "iteration": 61419, "loss_fcos_cls": 0.2829102869145572, "loss_fcos_ctr": 0.6196667766198516, "loss_fcos_loc": 0.2067859899252653, "loss_mask": 0.2863483503460884, "loss_maskiou": 0.006363369291648269, "loss_sem_seg": 0.2875222750008106, "lr": 0.01, "mask_rcnn/accuracy": 0.8919328869834555, "mask_rcnn/false_negative": 0.08192530651292405, "mask_rcnn/false_positive": 0.13161117938691969, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.7269636243581772, "total_loss": 1.6867743563198019} {"data_time": 0.009623958729207516, "eta_seconds": 152769.80027368013, "iteration": 61439, "loss_fcos_cls": 0.2741407015710138, "loss_fcos_ctr": 0.6259779240936041, "loss_fcos_loc": 0.21785617037676275, "loss_mask": 0.2894394528120756, "loss_maskiou": 0.006156725867185742, "loss_sem_seg": 0.2874733107164502, "lr": 0.01, "mask_rcnn/accuracy": 0.8676762310428758, "mask_rcnn/false_negative": 0.10635943194796069, "mask_rcnn/false_positive": 0.15161949155456034, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.0, "time": 0.7297185780480504, "total_loss": 1.6938313189311884} {"data_time": 0.010070648975670338, "eta_seconds": 152820.09117534943, "iteration": 61459, "loss_fcos_cls": 0.2716081172693521, "loss_fcos_ctr": 0.6209362018853426, "loss_fcos_loc": 0.20199567242525518, "loss_mask": 0.2725979620590806, "loss_maskiou": 0.006112416202086024, "loss_sem_seg": 0.27209082851186395, "lr": 0.01, "mask_rcnn/accuracy": 0.8872752868773831, "mask_rcnn/false_negative": 0.09401620811508593, "mask_rcnn/false_positive": 0.13765759769018387, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.25, "time": 0.751247476786375, "total_loss": 1.6669097870471887} {"data_time": 0.010245203040540218, "eta_seconds": 152902.3600444235, "iteration": 61479, "loss_fcos_cls": 0.27336273610126227, "loss_fcos_ctr": 0.6203999323770404, "loss_fcos_loc": 0.2035303523298353, "loss_mask": 0.27409565448760986, "loss_maskiou": 0.005509621216333471, "loss_sem_seg": 0.28763619158416986, "lr": 0.01, "mask_rcnn/accuracy": 0.8795568630678078, "mask_rcnn/false_negative": 0.09251491979783642, "mask_rcnn/false_positive": 0.14619417552993735, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.5, "time": 0.746492407284677, "total_loss": 1.6780736551227164} {"data_time": 0.009904108010232449, "eta_seconds": 152829.58692338318, "iteration": 61499, "loss_fcos_cls": 0.28588299511466175, "loss_fcos_ctr": 0.6233469182625413, "loss_fcos_loc": 0.20756411971524358, "loss_mask": 0.2814621813595295, "loss_maskiou": 0.0062854431016603485, "loss_sem_seg": 0.31465024733915925, "lr": 0.01, "mask_rcnn/accuracy": 0.8777262278537789, "mask_rcnn/false_negative": 0.09134508515922693, "mask_rcnn/false_positive": 0.14792331870782846, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.5, "time": 0.7113154986873269, "total_loss": 1.709999723258079} {"data_time": 0.009939075447618961, "eta_seconds": 152886.3948151851, "iteration": 61519, "loss_fcos_cls": 0.27118342695757747, "loss_fcos_ctr": 0.6248780079185963, "loss_fcos_loc": 0.2020281134173274, "loss_mask": 0.26911601051688194, "loss_maskiou": 0.005327095823304262, "loss_sem_seg": 0.3011592784896493, "lr": 0.01, "mask_rcnn/accuracy": 0.8832967766545871, "mask_rcnn/false_negative": 0.09875679458375758, "mask_rcnn/false_positive": 0.14250591878148738, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.25, "time": 0.7369787404313684, "total_loss": 1.7091252006503055} {"data_time": 0.009945711120963097, "eta_seconds": 152871.7281170385, "iteration": 61539, "loss_fcos_cls": 0.26478077634237707, "loss_fcos_ctr": 0.6193372355774045, "loss_fcos_loc": 0.19590081577189267, "loss_mask": 0.26958573795855045, "loss_maskiou": 0.006386540626408532, "loss_sem_seg": 0.33934789150953293, "lr": 0.01, "mask_rcnn/accuracy": 0.9083658665895509, "mask_rcnn/false_negative": 0.08424601309860001, "mask_rcnn/false_positive": 0.1152212997746201, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7095758514478803, "total_loss": 1.6834153426170815} {"data_time": 0.009550723247230053, "eta_seconds": 152857.06141889188, "iteration": 61559, "loss_fcos_cls": 0.28192867094185203, "loss_fcos_ctr": 0.6225297404453158, "loss_fcos_loc": 0.20795420231297612, "loss_mask": 0.2946917302906513, "loss_maskiou": 0.006775844827643596, "loss_sem_seg": 0.3610543515533209, "lr": 0.01, "mask_rcnn/accuracy": 0.8606849072520255, "mask_rcnn/false_negative": 0.09868676380685115, "mask_rcnn/false_positive": 0.14161697669213383, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.75, "time": 0.7254081014543772, "total_loss": 1.7531356286053779} {"data_time": 0.00955979060381651, "eta_seconds": 152882.2645301018, "iteration": 61579, "loss_fcos_cls": 0.2850889377295971, "loss_fcos_ctr": 0.623987268190831, "loss_fcos_loc": 0.21656068786978722, "loss_mask": 0.27748184464871883, "loss_maskiou": 0.006573306047357619, "loss_sem_seg": 0.2854278925806284, "lr": 0.01, "mask_rcnn/accuracy": 0.8691778247262941, "mask_rcnn/false_negative": 0.09171818220883493, "mask_rcnn/false_positive": 0.15748441178871314, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7418583165854216, "total_loss": 1.6809567619638983} {"data_time": 0.010814309120178223, "eta_seconds": 152895.92724753823, "iteration": 61599, "loss_fcos_cls": 0.28007333434652537, "loss_fcos_ctr": 0.6223837723955512, "loss_fcos_loc": 0.20127122988924384, "loss_mask": 0.27184646064415574, "loss_maskiou": 0.006687196888378821, "loss_sem_seg": 0.29985276656225324, "lr": 0.01, "mask_rcnn/accuracy": 0.8678126012309686, "mask_rcnn/false_negative": 0.1066134604623221, "mask_rcnn/false_positive": 0.1530680507900673, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7209558999165893, "total_loss": 1.7018829519874998} {"data_time": 0.010646932758390903, "eta_seconds": 152699.66354771238, "iteration": 61619, "loss_fcos_cls": 0.26405343879014254, "loss_fcos_ctr": 0.6208758521825075, "loss_fcos_loc": 0.2023950894945301, "loss_mask": 0.2692599333822727, "loss_maskiou": 0.005655796165228821, "loss_sem_seg": 0.2907478315755725, "lr": 0.01, "mask_rcnn/accuracy": 0.8777446203919401, "mask_rcnn/false_negative": 0.10024846542938452, "mask_rcnn/false_positive": 0.1518419615062055, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.6992931589484215, "total_loss": 1.661959777251468} {"data_time": 0.010242718271911144, "eta_seconds": 152685.00773326214, "iteration": 61639, "loss_fcos_cls": 0.2741807857528329, "loss_fcos_ctr": 0.6230973396450281, "loss_fcos_loc": 0.20377515349537134, "loss_mask": 0.2737230686470866, "loss_maskiou": 0.006048465482308529, "loss_sem_seg": 0.3010896625928581, "lr": 0.01, "mask_rcnn/accuracy": 0.892476942700157, "mask_rcnn/false_negative": 0.08526163739623516, "mask_rcnn/false_positive": 0.14444326250596737, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.7290873639285564, "total_loss": 1.6767269122065045} {"data_time": 0.0096993837505579, "eta_seconds": 152608.65146800596, "iteration": 61659, "loss_fcos_cls": 0.27237509947735816, "loss_fcos_ctr": 0.6186414491385221, "loss_fcos_loc": 0.19685457611922175, "loss_mask": 0.2706317757256329, "loss_maskiou": 0.006134286493761465, "loss_sem_seg": 0.3156659959349781, "lr": 0.01, "mask_rcnn/accuracy": 0.8943445478840888, "mask_rcnn/false_negative": 0.08655332965579762, "mask_rcnn/false_positive": 0.11779474042250956, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.75, "time": 0.727666337043047, "total_loss": 1.686297916668991} {"data_time": 0.010879101231694221, "eta_seconds": 152594.00157658104, "iteration": 61679, "loss_fcos_cls": 0.2817078019725159, "loss_fcos_ctr": 0.6236182441934943, "loss_fcos_loc": 0.21546608267817646, "loss_mask": 0.2802077569067478, "loss_maskiou": 0.005992029284243472, "loss_sem_seg": 0.28289620485156775, "lr": 0.01, "mask_rcnn/accuracy": 0.8790502879072944, "mask_rcnn/false_negative": 0.09602014800344927, "mask_rcnn/false_positive": 0.16266676562136428, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.75, "time": 0.7335966303944588, "total_loss": 1.699363657658978} {"data_time": 0.010936626233160496, "eta_seconds": 152530.24154967256, "iteration": 61699, "loss_fcos_cls": 0.2658790936693549, "loss_fcos_ctr": 0.6240983298048377, "loss_fcos_loc": 0.21119932492729276, "loss_mask": 0.28509652707725763, "loss_maskiou": 0.0063132158102234825, "loss_sem_seg": 0.27287888596765697, "lr": 0.01, "mask_rcnn/accuracy": 0.8557921194972863, "mask_rcnn/false_negative": 0.10482190742094992, "mask_rcnn/false_positive": 0.17817796977915162, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 48.25, "time": 0.7296272218227386, "total_loss": 1.6806850407738239} {"data_time": 0.009772158227860928, "eta_seconds": 152624.551394728, "iteration": 61719, "loss_fcos_cls": 0.2713777399621904, "loss_fcos_ctr": 0.6206603264436126, "loss_fcos_loc": 0.20271689258515835, "loss_mask": 0.2706618090160191, "loss_maskiou": 0.006163064099382609, "loss_sem_seg": 0.28663246519863605, "lr": 0.01, "mask_rcnn/accuracy": 0.8968096022192661, "mask_rcnn/false_negative": 0.0765778677382363, "mask_rcnn/false_positive": 0.11594983090989763, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7437811531126499, "total_loss": 1.6623009210725286} {"data_time": 0.009297317825257778, "eta_seconds": 152711.70963697508, "iteration": 61739, "loss_fcos_cls": 0.260161186568439, "loss_fcos_ctr": 0.6204002667218447, "loss_fcos_loc": 0.20555418136063963, "loss_mask": 0.2773204343393445, "loss_maskiou": 0.0059244725634926, "loss_sem_seg": 0.2925103302113712, "lr": 0.01, "mask_rcnn/accuracy": 0.8765112707498665, "mask_rcnn/false_negative": 0.09386383848081942, "mask_rcnn/false_positive": 0.14445491693177603, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.0, "time": 0.7532711923122406, "total_loss": 1.6772925227123778} {"data_time": 0.009969295002520084, "eta_seconds": 152697.0442210175, "iteration": 61759, "loss_fcos_cls": 0.2869282430037856, "loss_fcos_ctr": 0.6230105645954609, "loss_fcos_loc": 0.20562405919190496, "loss_mask": 0.26531878765672445, "loss_maskiou": 0.0054064988617028575, "loss_sem_seg": 0.3062502476386726, "lr": 0.01, "mask_rcnn/accuracy": 0.8837419113987058, "mask_rcnn/false_negative": 0.07170894182873112, "mask_rcnn/false_positive": 0.15948042726509049, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.5, "time": 0.7396874912083149, "total_loss": 1.6814974137887475} {"data_time": 0.008801290765404701, "eta_seconds": 152695.72773927916, "iteration": 61779, "loss_fcos_cls": 0.27004605485126376, "loss_fcos_ctr": 0.6240843087434769, "loss_fcos_loc": 0.21056714217411354, "loss_mask": 0.2827434316277504, "loss_maskiou": 0.0061678799538640305, "loss_sem_seg": 0.31229594768956304, "lr": 0.01, "mask_rcnn/accuracy": 0.8799115425390935, "mask_rcnn/false_negative": 0.09760020058270044, "mask_rcnn/false_positive": 0.13604884322621746, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7368737822398543, "total_loss": 1.703750012990895} {"data_time": 0.01102954801172018, "eta_seconds": 152706.34415480494, "iteration": 61799, "loss_fcos_cls": 0.2834212447050959, "loss_fcos_ctr": 0.6224872311577201, "loss_fcos_loc": 0.20495017865323462, "loss_mask": 0.263105901889503, "loss_maskiou": 0.005977358516247477, "loss_sem_seg": 0.30859254067763686, "lr": 0.01, "mask_rcnn/accuracy": 0.8943192250553618, "mask_rcnn/false_negative": 0.08291170322961791, "mask_rcnn/false_positive": 0.12889326201984136, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7496806578710675, "total_loss": 1.6655779254579102} {"data_time": 0.010056333616375923, "eta_seconds": 152691.6750279367, "iteration": 61819, "loss_fcos_cls": 0.27968983037862927, "loss_fcos_ctr": 0.6213884968310595, "loss_fcos_loc": 0.20777415577322245, "loss_mask": 0.2725257226265967, "loss_maskiou": 0.005954212436336093, "loss_sem_seg": 0.3207273120060563, "lr": 0.01, "mask_rcnn/accuracy": 0.8751979040139455, "mask_rcnn/false_negative": 0.1024053535251609, "mask_rcnn/false_positive": 0.13719618894356939, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7353392392396927, "total_loss": 1.7051481215494277} {"data_time": 0.009921334683895111, "eta_seconds": 152651.72764483932, "iteration": 61839, "loss_fcos_cls": 0.28622666420415044, "loss_fcos_ctr": 0.6249329708516598, "loss_fcos_loc": 0.2164944475516677, "loss_mask": 0.2921806452795863, "loss_maskiou": 0.0061926918278913945, "loss_sem_seg": 0.35914238449186087, "lr": 0.01, "mask_rcnn/accuracy": 0.8594172175912618, "mask_rcnn/false_negative": 0.12047224373113785, "mask_rcnn/false_positive": 0.15771883775755974, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.5, "time": 0.7187366718426347, "total_loss": 1.7716615084718796} {"data_time": 0.010364369489252567, "eta_seconds": 152585.18028067704, "iteration": 61859, "loss_fcos_cls": 0.2766679539345205, "loss_fcos_ctr": 0.6211428008973598, "loss_fcos_loc": 0.20380356349051, "loss_mask": 0.27384202927351, "loss_maskiou": 0.005868141946848482, "loss_sem_seg": 0.3068138579837978, "lr": 0.01, "mask_rcnn/accuracy": 0.8868146095647561, "mask_rcnn/false_negative": 0.07603279930038165, "mask_rcnn/false_positive": 0.11814162758335026, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.25, "time": 0.7348644463345408, "total_loss": 1.6863733299978776} {"data_time": 0.009738996624946594, "eta_seconds": 152627.36127937865, "iteration": 61879, "loss_fcos_cls": 0.2877659620717168, "loss_fcos_ctr": 0.6195223140530288, "loss_fcos_loc": 0.20077926595695317, "loss_mask": 0.2769768154248595, "loss_maskiou": 0.005833067814819515, "loss_sem_seg": 0.33387206320185214, "lr": 0.01, "mask_rcnn/accuracy": 0.8902210884353741, "mask_rcnn/false_negative": 0.0820249583318477, "mask_rcnn/false_positive": 0.16838286485508497, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.75, "time": 0.7347635263577104, "total_loss": 1.7309546252799919} {"data_time": 0.010652667842805386, "eta_seconds": 152612.6941039106, "iteration": 61899, "loss_fcos_cls": 0.2710748761892319, "loss_fcos_ctr": 0.6224978137761354, "loss_fcos_loc": 0.20059331564698368, "loss_mask": 0.2610686947591603, "loss_maskiou": 0.005717693056794815, "loss_sem_seg": 0.27241755300201476, "lr": 0.01, "mask_rcnn/accuracy": 0.8855389030612245, "mask_rcnn/false_negative": 0.07733991396096529, "mask_rcnn/false_positive": 0.1577875184557075, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.5, "time": 0.7466396205127239, "total_loss": 1.697055373864714} {"data_time": 0.010271862149238586, "eta_seconds": 152598.02692844253, "iteration": 61919, "loss_fcos_cls": 0.2805970893241465, "loss_fcos_ctr": 0.6192829073406756, "loss_fcos_loc": 0.1988589121028781, "loss_mask": 0.2576851397752762, "loss_maskiou": 0.005776131656602956, "loss_sem_seg": 0.2804934083833359, "lr": 0.01, "mask_rcnn/accuracy": 0.8952263752583529, "mask_rcnn/false_negative": 0.08375528725798809, "mask_rcnn/false_positive": 0.12274156147253872, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7250564461573958, "total_loss": 1.658475499953056} {"data_time": 0.009533699601888657, "eta_seconds": 152526.5334286755, "iteration": 61939, "loss_fcos_cls": 0.27133378805592656, "loss_fcos_ctr": 0.6232299515977502, "loss_fcos_loc": 0.2073531246278435, "loss_mask": 0.29090227000415325, "loss_maskiou": 0.006469344807555899, "loss_sem_seg": 0.2963761412538588, "lr": 0.01, "mask_rcnn/accuracy": 0.8932306429516251, "mask_rcnn/false_negative": 0.08739549350532057, "mask_rcnn/false_positive": 0.12479726572967095, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7123866965994239, "total_loss": 1.6683959294605302} {"data_time": 0.009725326672196388, "eta_seconds": 152459.93401775323, "iteration": 61959, "loss_fcos_cls": 0.25576051883399487, "loss_fcos_ctr": 0.6213076030835509, "loss_fcos_loc": 0.20492533198557794, "loss_mask": 0.267571815289557, "loss_maskiou": 0.005566700638155453, "loss_sem_seg": 0.2947897631675005, "lr": 0.01, "mask_rcnn/accuracy": 0.8817024585139952, "mask_rcnn/false_negative": 0.08880900301690234, "mask_rcnn/false_positive": 0.14116458536359, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7359707346186042, "total_loss": 1.6408235996641451} {"data_time": 0.00910115148872137, "eta_seconds": 152404.29835017864, "iteration": 61979, "loss_fcos_cls": 0.27688944712281227, "loss_fcos_ctr": 0.6234644167125225, "loss_fcos_loc": 0.21223281580023468, "loss_mask": 0.2821688852272928, "loss_maskiou": 0.005802657004096545, "loss_sem_seg": 0.3144490667618811, "lr": 0.01, "mask_rcnn/accuracy": 0.8834052851909995, "mask_rcnn/false_negative": 0.0984993066215302, "mask_rcnn/false_positive": 0.14442148237649985, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.5, "time": 0.7192705869674683, "total_loss": 1.6888321248043212} {"data_time": 0.01009411457926035, "eta_seconds": 152389.6455700891, "iteration": 61999, "loss_fcos_cls": 0.2596358903683722, "loss_fcos_ctr": 0.6223380211740732, "loss_fcos_loc": 0.20547572849318385, "loss_mask": 0.2848495105281472, "loss_maskiou": 0.005948118523519952, "loss_sem_seg": 0.318146878387779, "lr": 0.01, "mask_rcnn/accuracy": 0.8853322072072072, "mask_rcnn/false_negative": 0.09280507616075612, "mask_rcnn/false_positive": 0.1255783000190542, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.75, "time": 0.7347444696351886, "total_loss": 1.672170806414215} {"data_time": 0.009661607444286346, "eta_seconds": 152319.1422752682, "iteration": 62019, "loss_fcos_cls": 0.275372801348567, "loss_fcos_ctr": 0.6205129083245993, "loss_fcos_loc": 0.2041246056323871, "loss_mask": 0.26744997315108776, "loss_maskiou": 0.005436153805931099, "loss_sem_seg": 0.31713176891207695, "lr": 0.01, "mask_rcnn/accuracy": 0.8750977381534806, "mask_rcnn/false_negative": 0.10868978915470869, "mask_rcnn/false_positive": 0.15853711439073953, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.25, "time": 0.7301500076428056, "total_loss": 1.7106580441613914} {"data_time": 0.008937773294746876, "eta_seconds": 152453.22486367356, "iteration": 62039, "loss_fcos_cls": 0.28363341744989157, "loss_fcos_ctr": 0.6211605565622449, "loss_fcos_loc": 0.19988763402216136, "loss_mask": 0.26284980960190296, "loss_maskiou": 0.006024604110280052, "loss_sem_seg": 0.29758863989263773, "lr": 0.01, "mask_rcnn/accuracy": 0.8915797920899962, "mask_rcnn/false_negative": 0.08982716116059858, "mask_rcnn/false_positive": 0.1362810553221379, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.0, "time": 0.7587847840040922, "total_loss": 1.6866193516252679} {"data_time": 0.009722626768052578, "eta_seconds": 152386.65041787736, "iteration": 62059, "loss_fcos_cls": 0.28801075858063996, "loss_fcos_ctr": 0.6232422832399607, "loss_fcos_loc": 0.21199581085238606, "loss_mask": 0.274183533154428, "loss_maskiou": 0.006310739860055037, "loss_sem_seg": 0.3343828096985817, "lr": 0.01, "mask_rcnn/accuracy": 0.8654325329237507, "mask_rcnn/false_negative": 0.09444225956909391, "mask_rcnn/false_positive": 0.18874448243296843, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.75, "time": 0.7200628919526935, "total_loss": 1.7600746858661296} {"data_time": 0.010301501490175724, "eta_seconds": 152352.5197510561, "iteration": 62079, "loss_fcos_cls": 0.27918551629409194, "loss_fcos_ctr": 0.6197959566488862, "loss_fcos_loc": 0.20994078234070912, "loss_mask": 0.2817704379558563, "loss_maskiou": 0.006672485833405517, "loss_sem_seg": 0.29039087891578674, "lr": 0.01, "mask_rcnn/accuracy": 0.8710060339925444, "mask_rcnn/false_negative": 0.08784441169353552, "mask_rcnn/false_positive": 0.1718571777415263, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.749812288209796, "total_loss": 1.7065246482379735} {"data_time": 0.010251644998788834, "eta_seconds": 152364.42628658935, "iteration": 62099, "loss_fcos_cls": 0.29400311794597656, "loss_fcos_ctr": 0.6227745367214084, "loss_fcos_loc": 0.2060370675753802, "loss_mask": 0.2974442923441529, "loss_maskiou": 0.006613429002754856, "loss_sem_seg": 0.330150849185884, "lr": 0.01, "mask_rcnn/accuracy": 0.8638483965014577, "mask_rcnn/false_negative": 0.12286152868650299, "mask_rcnn/false_positive": 0.157152403022574, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7437622733414173, "total_loss": 1.7546907495998312} {"data_time": 0.009709389880299568, "eta_seconds": 152349.7688846253, "iteration": 62119, "loss_fcos_cls": 0.2777918195351958, "loss_fcos_ctr": 0.6171746794134378, "loss_fcos_loc": 0.20313669147435576, "loss_mask": 0.26195391034707427, "loss_maskiou": 0.005388307909015566, "loss_sem_seg": 0.32746394304558635, "lr": 0.01, "mask_rcnn/accuracy": 0.887695053670819, "mask_rcnn/false_negative": 0.10155325882757965, "mask_rcnn/false_positive": 0.11604044438742493, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.5, "time": 0.713108423165977, "total_loss": 1.6555419719952624} {"data_time": 0.009799269959330559, "eta_seconds": 152379.91629867163, "iteration": 62139, "loss_fcos_cls": 0.2833055700175464, "loss_fcos_ctr": 0.619686346501112, "loss_fcos_loc": 0.20149793743621558, "loss_mask": 0.28413973096758127, "loss_maskiou": 0.0062391446426772745, "loss_sem_seg": 0.3090165634639561, "lr": 0.01, "mask_rcnn/accuracy": 0.899503664183335, "mask_rcnn/false_negative": 0.0759328582929016, "mask_rcnn/false_positive": 0.14553810292076502, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7332484964281321, "total_loss": 1.7086588383681374} {"data_time": 0.010148956440389156, "eta_seconds": 152391.45020340942, "iteration": 62159, "loss_fcos_cls": 0.2814706498757005, "loss_fcos_ctr": 0.6217871597036719, "loss_fcos_loc": 0.19873655843548477, "loss_mask": 0.26991867553442717, "loss_maskiou": 0.005580735538387671, "loss_sem_seg": 0.2940874774940312, "lr": 0.01, "mask_rcnn/accuracy": 0.8838538773040976, "mask_rcnn/false_negative": 0.07992393512664595, "mask_rcnn/false_positive": 0.13183998733584942, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.0, "time": 0.7376592727378011, "total_loss": 1.6677277946328104} {"data_time": 0.010307117365300655, "eta_seconds": 152389.07048590854, "iteration": 62179, "loss_fcos_cls": 0.2689230910036713, "loss_fcos_ctr": 0.6215384546667337, "loss_fcos_loc": 0.20150952506810427, "loss_mask": 0.2713215365074575, "loss_maskiou": 0.006139035162050277, "loss_sem_seg": 0.3067503818310797, "lr": 0.01, "mask_rcnn/accuracy": 0.8841044844490638, "mask_rcnn/false_negative": 0.06937732606733614, "mask_rcnn/false_positive": 0.1637462353844188, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.5, "time": 0.7496182722970843, "total_loss": 1.68096407680423} {"data_time": 0.00979523453861475, "eta_seconds": 152392.68647188973, "iteration": 62199, "loss_fcos_cls": 0.27387464430648834, "loss_fcos_ctr": 0.623458843678236, "loss_fcos_loc": 0.21224158449331298, "loss_mask": 0.26721715182065964, "loss_maskiou": 0.00542876935651293, "loss_sem_seg": 0.304269076208584, "lr": 0.01, "mask_rcnn/accuracy": 0.8899937611827855, "mask_rcnn/false_negative": 0.0857575927424558, "mask_rcnn/false_positive": 0.11816810286631868, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 41.5, "time": 0.7553374441340566, "total_loss": 1.6836669676049496} {"data_time": 0.009320449084043503, "eta_seconds": 152359.7396539934, "iteration": 62219, "loss_fcos_cls": 0.2862007268704474, "loss_fcos_ctr": 0.6198696559295058, "loss_fcos_loc": 0.20810466457623988, "loss_mask": 0.2694495399482548, "loss_maskiou": 0.006301215675193816, "loss_sem_seg": 0.2998686560895294, "lr": 0.01, "mask_rcnn/accuracy": 0.8602390424254809, "mask_rcnn/false_negative": 0.10943642068095229, "mask_rcnn/false_positive": 0.15775890206230037, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.0, "time": 0.7309050243347883, "total_loss": 1.6741317431697098} {"data_time": 0.011081092990934849, "eta_seconds": 152412.1339044897, "iteration": 62239, "loss_fcos_cls": 0.28280675678979605, "loss_fcos_ctr": 0.6231102547608316, "loss_fcos_loc": 0.2080885807517916, "loss_mask": 0.2829066812992096, "loss_maskiou": 0.0066931882029166445, "loss_sem_seg": 0.30486641405150294, "lr": 0.01, "mask_rcnn/accuracy": 0.8814471473113055, "mask_rcnn/false_negative": 0.09015597357821079, "mask_rcnn/false_positive": 0.16280686557179275, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.5, "time": 0.7382785212248564, "total_loss": 1.7319528706429992} {"data_time": 0.010330542922019958, "eta_seconds": 152380.50482112262, "iteration": 62259, "loss_fcos_cls": 0.27750322478823364, "loss_fcos_ctr": 0.623452493455261, "loss_fcos_loc": 0.2074170522391796, "loss_mask": 0.27344981394708157, "loss_maskiou": 0.006154294213047251, "loss_sem_seg": 0.3234235839918256, "lr": 0.01, "mask_rcnn/accuracy": 0.867216650173583, "mask_rcnn/false_negative": 0.10805634817685267, "mask_rcnn/false_positive": 0.13966494499438714, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.5, "time": 0.7430699318647385, "total_loss": 1.7219665477023227} {"data_time": 0.009865982457995415, "eta_seconds": 152365.8345822366, "iteration": 62279, "loss_fcos_cls": 0.2658247679937631, "loss_fcos_ctr": 0.6224144871812314, "loss_fcos_loc": 0.20514243480283767, "loss_mask": 0.2909961463883519, "loss_maskiou": 0.006847851436759811, "loss_sem_seg": 0.3241645114030689, "lr": 0.01, "mask_rcnn/accuracy": 0.8596238475828516, "mask_rcnn/false_negative": 0.10269354499935882, "mask_rcnn/false_positive": 0.16978041852958525, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.0, "time": 0.724938353523612, "total_loss": 1.7200621878218953} {"data_time": 0.009984227828681469, "eta_seconds": 152288.80056725256, "iteration": 62299, "loss_fcos_cls": 0.26883607427589595, "loss_fcos_ctr": 0.6209691995754838, "loss_fcos_loc": 0.20119297644123435, "loss_mask": 0.2754683052189648, "loss_maskiou": 0.0063780687196413055, "loss_sem_seg": 0.29801116278395057, "lr": 0.01, "mask_rcnn/accuracy": 0.8840245299508692, "mask_rcnn/false_negative": 0.08432044121628367, "mask_rcnn/false_positive": 0.13829867571098486, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.0, "time": 0.7335317404940724, "total_loss": 1.6757028438078123} {"data_time": 0.010985332541167736, "eta_seconds": 152203.1948649846, "iteration": 62319, "loss_fcos_cls": 0.26269966328982264, "loss_fcos_ctr": 0.621120692230761, "loss_fcos_loc": 0.20383331552147865, "loss_mask": 0.27166896779090166, "loss_maskiou": 0.005635607885778882, "loss_sem_seg": 0.2785804239101708, "lr": 0.01, "mask_rcnn/accuracy": 0.8712859440211357, "mask_rcnn/false_negative": 0.09176071029091706, "mask_rcnn/false_positive": 0.16293236099507605, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7336858613416553, "total_loss": 1.6636283017996902} {"data_time": 0.010455365292727947, "eta_seconds": 152095.9577613687, "iteration": 62339, "loss_fcos_cls": 0.26872109819669276, "loss_fcos_ctr": 0.6214223774150014, "loss_fcos_loc": 0.21412543021142483, "loss_mask": 0.29128193855285645, "loss_maskiou": 0.00577335662819678, "loss_sem_seg": 0.2954484240617603, "lr": 0.01, "mask_rcnn/accuracy": 0.8561316887866257, "mask_rcnn/false_negative": 0.11615695821430591, "mask_rcnn/false_positive": 0.2060996855846854, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.0, "time": 0.7178037874400616, "total_loss": 1.7485822317685233} {"data_time": 0.010376322083175182, "eta_seconds": 152141.00049891602, "iteration": 62359, "loss_fcos_cls": 0.2744160885922611, "loss_fcos_ctr": 0.6222912669181824, "loss_fcos_loc": 0.20813711953815073, "loss_mask": 0.27746983617544174, "loss_maskiou": 0.006424677645554766, "loss_sem_seg": 0.31932394369505346, "lr": 0.01, "mask_rcnn/accuracy": 0.8680108897007079, "mask_rcnn/false_negative": 0.08607139617673736, "mask_rcnn/false_positive": 0.15229787727243926, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7352511445060372, "total_loss": 1.711773621442262} {"data_time": 0.010135987773537636, "eta_seconds": 152111.2427483881, "iteration": 62379, "loss_fcos_cls": 0.27239290392026305, "loss_fcos_ctr": 0.6221322687342763, "loss_fcos_loc": 0.19583575148135424, "loss_mask": 0.272907642647624, "loss_maskiou": 0.006262806520680897, "loss_sem_seg": 0.2807157472707331, "lr": 0.01, "mask_rcnn/accuracy": 0.8869602425191825, "mask_rcnn/false_negative": 0.09804261109584438, "mask_rcnn/false_positive": 0.12468445167437928, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.0, "time": 0.7311184694990516, "total_loss": 1.6602043823804706} {"data_time": 0.00905219092965126, "eta_seconds": 152137.4861782994, "iteration": 62399, "loss_fcos_cls": 0.27799119986593723, "loss_fcos_ctr": 0.6229862831532955, "loss_fcos_loc": 0.21020741714164615, "loss_mask": 0.28138911072164774, "loss_maskiou": 0.006573205384484027, "loss_sem_seg": 0.30737624038010836, "lr": 0.01, "mask_rcnn/accuracy": 0.8745354391756703, "mask_rcnn/false_negative": 0.09763015884423183, "mask_rcnn/false_positive": 0.1524740415240892, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7332371836528182, "total_loss": 1.718353455005854} {"data_time": 0.009542353451251984, "eta_seconds": 152145.02760002855, "iteration": 62419, "loss_fcos_cls": 0.2704748776741326, "loss_fcos_ctr": 0.620369185693562, "loss_fcos_loc": 0.19903892721049488, "loss_mask": 0.2807843713089824, "loss_maskiou": 0.0058258986682631075, "loss_sem_seg": 0.29518837528303266, "lr": 0.01, "mask_rcnn/accuracy": 0.8795351473922903, "mask_rcnn/false_negative": 0.09358950746380393, "mask_rcnn/false_positive": 0.1418845631995678, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.75, "time": 0.7415626123547554, "total_loss": 1.6445822934001626} {"data_time": 0.010489282198250294, "eta_seconds": 152159.99060366582, "iteration": 62439, "loss_fcos_cls": 0.2722757952287793, "loss_fcos_ctr": 0.6211849022656679, "loss_fcos_loc": 0.19767182390205562, "loss_mask": 0.2736279871314764, "loss_maskiou": 0.0060353248118190095, "loss_sem_seg": 0.32191526400856674, "lr": 0.01, "mask_rcnn/accuracy": 0.879407136841472, "mask_rcnn/false_negative": 0.07722837491255449, "mask_rcnn/false_positive": 0.15487135687676062, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 37.25, "time": 0.7351793330162764, "total_loss": 1.7074744063029357} {"data_time": 0.010205375030636787, "eta_seconds": 152052.63162802998, "iteration": 62459, "loss_fcos_cls": 0.2766846079612151, "loss_fcos_ctr": 0.6217254754155874, "loss_fcos_loc": 0.20841409359127283, "loss_mask": 0.2750312201678753, "loss_maskiou": 0.0060663074618787505, "loss_sem_seg": 0.31730241840705276, "lr": 0.01, "mask_rcnn/accuracy": 0.8895309648249544, "mask_rcnn/false_negative": 0.08850325763759426, "mask_rcnn/false_positive": 0.14158442709639993, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7242630934342742, "total_loss": 1.6966579153195198} {"data_time": 0.009885622188448906, "eta_seconds": 152037.97884794045, "iteration": 62479, "loss_fcos_cls": 0.2752987223211676, "loss_fcos_ctr": 0.6229388653300703, "loss_fcos_loc": 0.20711972488788888, "loss_mask": 0.2809949666261673, "loss_maskiou": 0.00529310159618035, "loss_sem_seg": 0.30297506524948403, "lr": 0.01, "mask_rcnn/accuracy": 0.8851904112064211, "mask_rcnn/false_negative": 0.09548443680586895, "mask_rcnn/false_positive": 0.14105697220388358, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.7365532536059618, "total_loss": 1.6933582948404364} {"data_time": 0.009597972966730595, "eta_seconds": 152023.32606785093, "iteration": 62499, "loss_fcos_cls": 0.25471630366519094, "loss_fcos_ctr": 0.6208406630903482, "loss_fcos_loc": 0.2020024738740176, "loss_mask": 0.27755557280033827, "loss_maskiou": 0.0064511277741985396, "loss_sem_seg": 0.31346884556114674, "lr": 0.01, "mask_rcnn/accuracy": 0.8849539800558297, "mask_rcnn/false_negative": 0.1041715796986181, "mask_rcnn/false_positive": 0.14153708786967306, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.75, "time": 0.7075388869270682, "total_loss": 1.6554044804361183} {"data_time": 0.01046855840831995, "eta_seconds": 151878.32630613633, "iteration": 62519, "loss_fcos_cls": 0.2698980828281492, "loss_fcos_ctr": 0.620322966016829, "loss_fcos_loc": 0.20804516365751624, "loss_mask": 0.25966764334589243, "loss_maskiou": 0.005470095384225715, "loss_sem_seg": 0.2965926816686988, "lr": 0.01, "mask_rcnn/accuracy": 0.8811841142707082, "mask_rcnn/false_negative": 0.07912257305960008, "mask_rcnn/false_positive": 0.14007155006167693, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7135299537330866, "total_loss": 1.6771119817422004} {"data_time": 0.010025187395513058, "eta_seconds": 151879.60511232633, "iteration": 62539, "loss_fcos_cls": 0.2683607063954696, "loss_fcos_ctr": 0.6206315383315086, "loss_fcos_loc": 0.1999381398782134, "loss_mask": 0.2714295410551131, "loss_maskiou": 0.006809371981944423, "loss_sem_seg": 0.32183530181646347, "lr": 0.01, "mask_rcnn/accuracy": 0.8826037180927417, "mask_rcnn/false_negative": 0.08113537114120123, "mask_rcnn/false_positive": 0.15645611594978054, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.75, "time": 0.7238029344007373, "total_loss": 1.6923822352982825} {"data_time": 0.0095405587926507, "eta_seconds": 151876.00655232556, "iteration": 62559, "loss_fcos_cls": 0.28719924110919237, "loss_fcos_ctr": 0.6256068143993616, "loss_fcos_loc": 0.2175603995565325, "loss_mask": 0.2762583326548338, "loss_maskiou": 0.006461626515374519, "loss_sem_seg": 0.29420166788622737, "lr": 0.01, "mask_rcnn/accuracy": 0.8779049888025168, "mask_rcnn/false_negative": 0.10835621948551377, "mask_rcnn/false_positive": 0.14331494026413982, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.0, "time": 0.7355062002316117, "total_loss": 1.715808042063145} {"data_time": 0.01050968375056982, "eta_seconds": 151856.06820774917, "iteration": 62579, "loss_fcos_cls": 0.2748641408979893, "loss_fcos_ctr": 0.6213906081393361, "loss_fcos_loc": 0.20707648945972323, "loss_mask": 0.2718643890693784, "loss_maskiou": 0.00662582374206977, "loss_sem_seg": 0.31066355435177684, "lr": 0.01, "mask_rcnn/accuracy": 0.8767298679310722, "mask_rcnn/false_negative": 0.09982381877077459, "mask_rcnn/false_positive": 0.1389325777860712, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7351746521890163, "total_loss": 1.697493022729759} {"data_time": 0.009886912070214748, "eta_seconds": 151819.7654446382, "iteration": 62599, "loss_fcos_cls": 0.2729019862599671, "loss_fcos_ctr": 0.6209606667980552, "loss_fcos_loc": 0.19982733693905175, "loss_mask": 0.2665361510589719, "loss_maskiou": 0.006097450939705595, "loss_sem_seg": 0.3214546819217503, "lr": 0.01, "mask_rcnn/accuracy": 0.8769477385548814, "mask_rcnn/false_negative": 0.0884110623269486, "mask_rcnn/false_positive": 0.17148928674124514, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 36.5, "time": 0.7185888085514307, "total_loss": 1.6782706529193092} {"data_time": 0.009670167230069637, "eta_seconds": 151839.07880320866, "iteration": 62619, "loss_fcos_cls": 0.289711921941489, "loss_fcos_ctr": 0.6216954356059432, "loss_fcos_loc": 0.21266222815029323, "loss_mask": 0.2727316226810217, "loss_maskiou": 0.005158045256393962, "loss_sem_seg": 0.3192523317411542, "lr": 0.01, "mask_rcnn/accuracy": 0.8758485685941043, "mask_rcnn/false_negative": 0.09885474784342968, "mask_rcnn/false_positive": 0.14391125336550037, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.25, "time": 0.7287530936300755, "total_loss": 1.7221292728936533} {"data_time": 0.010422377847135067, "eta_seconds": 151824.43531332258, "iteration": 62639, "loss_fcos_cls": 0.28252169652841985, "loss_fcos_ctr": 0.6218256801366806, "loss_fcos_loc": 0.21552881668321788, "loss_mask": 0.27558011282235384, "loss_maskiou": 0.006310048280283809, "loss_sem_seg": 0.3038290166296065, "lr": 0.01, "mask_rcnn/accuracy": 0.8747283487863231, "mask_rcnn/false_negative": 0.1037797871184968, "mask_rcnn/false_positive": 0.14400755111375035, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.25, "time": 0.7280581258237362, "total_loss": 1.722066461457871} {"data_time": 0.01055209245532751, "eta_seconds": 151857.87599158194, "iteration": 62659, "loss_fcos_cls": 0.27009434811770916, "loss_fcos_ctr": 0.6217025136575103, "loss_fcos_loc": 0.20724759553559124, "loss_mask": 0.2741607464849949, "loss_maskiou": 0.005485681060235947, "loss_sem_seg": 0.2623261949047446, "lr": 0.01, "mask_rcnn/accuracy": 0.8655443741041566, "mask_rcnn/false_negative": 0.11861699205778474, "mask_rcnn/false_positive": 0.11478517382622451, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7255329033359885, "total_loss": 1.6352298447600333} {"data_time": 0.009907395578920841, "eta_seconds": 151906.53273888957, "iteration": 62679, "loss_fcos_cls": 0.2812938141869381, "loss_fcos_ctr": 0.6228991253301501, "loss_fcos_loc": 0.21514455927535892, "loss_mask": 0.2782102841883898, "loss_maskiou": 0.006527269317302853, "loss_sem_seg": 0.33624710282310843, "lr": 0.01, "mask_rcnn/accuracy": 0.872967745450583, "mask_rcnn/false_negative": 0.10544334236244074, "mask_rcnn/false_positive": 0.1495270113759101, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.5, "time": 0.7462933491915464, "total_loss": 1.748904656029481} {"data_time": 0.010408183559775352, "eta_seconds": 151926.3937316155, "iteration": 62699, "loss_fcos_cls": 0.26614182628691196, "loss_fcos_ctr": 0.6259243134409189, "loss_fcos_loc": 0.20727377315051854, "loss_mask": 0.28018609434366226, "loss_maskiou": 0.0062450767363770865, "loss_sem_seg": 0.32237881515175104, "lr": 0.01, "mask_rcnn/accuracy": 0.8890495991059901, "mask_rcnn/false_negative": 0.0896707408201321, "mask_rcnn/false_positive": 0.12832390390297055, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7320086732506752, "total_loss": 1.7210831816191785} {"data_time": 0.009880161844193935, "eta_seconds": 151954.7266216604, "iteration": 62719, "loss_fcos_cls": 0.2888180543668568, "loss_fcos_ctr": 0.6200322350487113, "loss_fcos_loc": 0.20811318489722908, "loss_mask": 0.2781900502741337, "loss_maskiou": 0.007029647233139258, "loss_sem_seg": 0.3190889856778085, "lr": 0.01, "mask_rcnn/accuracy": 0.8691001641041032, "mask_rcnn/false_negative": 0.09238577682333372, "mask_rcnn/false_positive": 0.15801478900577004, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.5, "time": 0.7396751018241048, "total_loss": 1.7015633975388482} {"data_time": 0.00967159029096365, "eta_seconds": 151751.2178638922, "iteration": 62739, "loss_fcos_cls": 0.3005837022792548, "loss_fcos_ctr": 0.6234348118305206, "loss_fcos_loc": 0.21569887432269752, "loss_mask": 0.26910797925665975, "loss_maskiou": 0.006453613095800392, "loss_sem_seg": 0.29404443164821714, "lr": 0.01, "mask_rcnn/accuracy": 0.881157273764769, "mask_rcnn/false_negative": 0.1009817503680283, "mask_rcnn/false_positive": 0.13158544909711645, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.0, "time": 0.7317546298727393, "total_loss": 1.7030744926887564} {"data_time": 0.009868393652141094, "eta_seconds": 151732.61867050268, "iteration": 62759, "loss_fcos_cls": 0.2643273649737239, "loss_fcos_ctr": 0.6237388411536813, "loss_fcos_loc": 0.20800726860761642, "loss_mask": 0.27365035004913807, "loss_maskiou": 0.0058229312999174, "loss_sem_seg": 0.2850964958779514, "lr": 0.01, "mask_rcnn/accuracy": 0.8822701588631188, "mask_rcnn/false_negative": 0.07750929863292425, "mask_rcnn/false_positive": 0.1586880125541731, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7330945497378707, "total_loss": 1.6827128332733992} {"data_time": 0.010143429040908813, "eta_seconds": 151688.00350626744, "iteration": 62779, "loss_fcos_cls": 0.28007747209630907, "loss_fcos_ctr": 0.6205989019945264, "loss_fcos_loc": 0.20491181872785091, "loss_mask": 0.25717095425352454, "loss_maskiou": 0.0058240965227014385, "loss_sem_seg": 0.28523416724056005, "lr": 0.01, "mask_rcnn/accuracy": 0.8892800030459944, "mask_rcnn/false_negative": 0.08669590879675193, "mask_rcnn/false_positive": 0.14235212094011185, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.0, "time": 0.7112640887498856, "total_loss": 1.6853984523841063} {"data_time": 0.010942966677248478, "eta_seconds": 151558.72444855515, "iteration": 62799, "loss_fcos_cls": 0.28888004599139094, "loss_fcos_ctr": 0.6234971918165684, "loss_fcos_loc": 0.20839796238578856, "loss_mask": 0.2926954487338662, "loss_maskiou": 0.006424022391001927, "loss_sem_seg": 0.3268114202655852, "lr": 0.01, "mask_rcnn/accuracy": 0.8759361148640641, "mask_rcnn/false_negative": 0.10895359176285171, "mask_rcnn/false_positive": 0.16307927646129589, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 39.75, "time": 0.7293773200362921, "total_loss": 1.7563694943091832} {"data_time": 0.010188701562583447, "eta_seconds": 151661.3244589977, "iteration": 62819, "loss_fcos_cls": 0.27131097204983234, "loss_fcos_ctr": 0.623245089314878, "loss_fcos_loc": 0.20460390474181622, "loss_mask": 0.2720712744630873, "loss_maskiou": 0.006669396949291695, "loss_sem_seg": 0.30517682945355773, "lr": 0.01, "mask_rcnn/accuracy": 0.8836841494971195, "mask_rcnn/false_negative": 0.1083635975783403, "mask_rcnn/false_positive": 0.14574006554632518, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.75, "time": 0.7405566927045584, "total_loss": 1.7105097146359185} {"data_time": 0.009777960367500782, "eta_seconds": 151634.00708976574, "iteration": 62839, "loss_fcos_cls": 0.2817384840454906, "loss_fcos_ctr": 0.6222833937499672, "loss_fcos_loc": 0.20684653136413544, "loss_mask": 0.2661579065024853, "loss_maskiou": 0.006111267110100016, "loss_sem_seg": 0.3103165216743946, "lr": 0.01, "mask_rcnn/accuracy": 0.8775124507141856, "mask_rcnn/false_negative": 0.10173757419237914, "mask_rcnn/false_positive": 0.14728599127888295, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.75, "time": 0.7181653585284948, "total_loss": 1.6986334583780263} {"data_time": 0.010752101428806782, "eta_seconds": 151343.04939126782, "iteration": 62859, "loss_fcos_cls": 0.26311367750167847, "loss_fcos_ctr": 0.6204727124422789, "loss_fcos_loc": 0.20608821779023856, "loss_mask": 0.27127260714769363, "loss_maskiou": 0.005852264028362697, "loss_sem_seg": 0.3329089747276157, "lr": 0.01, "mask_rcnn/accuracy": 0.8886802681445538, "mask_rcnn/false_negative": 0.07714482907945291, "mask_rcnn/false_positive": 0.14025567428870922, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.5, "time": 0.712027489207685, "total_loss": 1.7292644323752029} {"data_time": 0.010120163671672344, "eta_seconds": 151323.5945479935, "iteration": 62879, "loss_fcos_cls": 0.28902816283516586, "loss_fcos_ctr": 0.6252964437007904, "loss_fcos_loc": 0.21948796976357698, "loss_mask": 0.2804860230535269, "loss_maskiou": 0.006089710135711357, "loss_sem_seg": 0.31657202914357185, "lr": 0.01, "mask_rcnn/accuracy": 0.8629021605878393, "mask_rcnn/false_negative": 0.1069178452669785, "mask_rcnn/false_positive": 0.16963831796248321, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.7248114785179496, "total_loss": 1.7357357473738375} {"data_time": 0.010037067346274853, "eta_seconds": 151300.23679246753, "iteration": 62899, "loss_fcos_cls": 0.2858789705205709, "loss_fcos_ctr": 0.6213067402131855, "loss_fcos_loc": 0.20929415943101048, "loss_mask": 0.271520986687392, "loss_maskiou": 0.006374311888066586, "loss_sem_seg": 0.29723736364394426, "lr": 0.01, "mask_rcnn/accuracy": 0.8682052191303938, "mask_rcnn/false_negative": 0.11112354351124791, "mask_rcnn/false_positive": 0.12067353718208595, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7204031115397811, "total_loss": 1.6932766972386162} {"data_time": 0.010770018212497234, "eta_seconds": 151299.2117011752, "iteration": 62919, "loss_fcos_cls": 0.2801315071992576, "loss_fcos_ctr": 0.6243869652971625, "loss_fcos_loc": 0.21035158599261194, "loss_mask": 0.27992301993072033, "loss_maskiou": 0.00629485679382924, "loss_sem_seg": 0.3239519838243723, "lr": 0.01, "mask_rcnn/accuracy": 0.8705491769126757, "mask_rcnn/false_negative": 0.10353331329366051, "mask_rcnn/false_positive": 0.13652997193695826, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.5, "time": 0.7352906316518784, "total_loss": 1.716821397683816} {"data_time": 0.010610304772853851, "eta_seconds": 151326.7689381158, "iteration": 62939, "loss_fcos_cls": 0.2644381511490792, "loss_fcos_ctr": 0.6207873267121613, "loss_fcos_loc": 0.19719924524542876, "loss_mask": 0.2780220229178667, "loss_maskiou": 0.006405235224519856, "loss_sem_seg": 0.32748679304495454, "lr": 0.01, "mask_rcnn/accuracy": 0.8993694717957277, "mask_rcnn/false_negative": 0.07528832252764994, "mask_rcnn/false_positive": 0.13007292100637835, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.25, "time": 0.7383327586576343, "total_loss": 1.6971812426345423} {"data_time": 0.009569339454174042, "eta_seconds": 151312.15230157506, "iteration": 62959, "loss_fcos_cls": 0.27060908335261047, "loss_fcos_ctr": 0.6235347231850028, "loss_fcos_loc": 0.21064441232010722, "loss_mask": 0.2810581559315324, "loss_maskiou": 0.006071221316233277, "loss_sem_seg": 0.298018978908658, "lr": 0.01, "mask_rcnn/accuracy": 0.887211363418607, "mask_rcnn/false_negative": 0.08071532018432805, "mask_rcnn/false_positive": 0.12407319400067432, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.0, "time": 0.7403651159256697, "total_loss": 1.7063614616999985} {"data_time": 0.01001780666410923, "eta_seconds": 151379.08260497544, "iteration": 62979, "loss_fcos_cls": 0.2818026184104383, "loss_fcos_ctr": 0.6217126930132508, "loss_fcos_loc": 0.20783317799214274, "loss_mask": 0.27703865338116884, "loss_maskiou": 0.005826825581607409, "loss_sem_seg": 0.3116839611902833, "lr": 0.01, "mask_rcnn/accuracy": 0.8879707580260878, "mask_rcnn/false_negative": 0.08315310908405699, "mask_rcnn/false_positive": 0.14459345819204505, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7275568125769496, "total_loss": 1.7097046260605566} {"data_time": 0.010226552374660969, "eta_seconds": 151282.91902849358, "iteration": 62999, "loss_fcos_cls": 0.264387137722224, "loss_fcos_ctr": 0.6220162287354469, "loss_fcos_loc": 0.20614755735732615, "loss_mask": 0.2737165177240968, "loss_maskiou": 0.006079994040192105, "loss_sem_seg": 0.3150546660181135, "lr": 0.01, "mask_rcnn/accuracy": 0.8766132969360251, "mask_rcnn/false_negative": 0.08651550040408393, "mask_rcnn/false_positive": 0.14716610151223927, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 42.25, "time": 0.7128382846713066, "total_loss": 1.7227618980396073} {"data_time": 0.0110476678237319, "eta_seconds": 151390.38866691105, "iteration": 63019, "loss_fcos_cls": 0.2775634313002229, "loss_fcos_ctr": 0.6219170093536377, "loss_fcos_loc": 0.2023335685953498, "loss_mask": 0.2659674705937505, "loss_maskiou": 0.006515475492051337, "loss_sem_seg": 0.341816850239411, "lr": 0.01, "mask_rcnn/accuracy": 0.8848026187731145, "mask_rcnn/false_negative": 0.09214579323231362, "mask_rcnn/false_positive": 0.1280022472634494, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.5, "time": 0.737757945433259, "total_loss": 1.7109042107113055} {"data_time": 0.010120815597474575, "eta_seconds": 151285.90156443324, "iteration": 63039, "loss_fcos_cls": 0.266921219881624, "loss_fcos_ctr": 0.6220941124483943, "loss_fcos_loc": 0.20319640799425542, "loss_mask": 0.26282831374555826, "loss_maskiou": 0.005803918807941955, "loss_sem_seg": 0.3400942897424102, "lr": 0.01, "mask_rcnn/accuracy": 0.8664653361344538, "mask_rcnn/false_negative": 0.10152956664623881, "mask_rcnn/false_positive": 0.14841390923676046, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.0, "time": 0.7508852258324623, "total_loss": 1.7118080682266736} {"data_time": 0.009847202338278294, "eta_seconds": 151361.13180011325, "iteration": 63059, "loss_fcos_cls": 0.2598584992811084, "loss_fcos_ctr": 0.621270164847374, "loss_fcos_loc": 0.2091065376298502, "loss_mask": 0.2792825195938349, "loss_maskiou": 0.006918469400261529, "loss_sem_seg": 0.35791483777575195, "lr": 0.01, "mask_rcnn/accuracy": 0.877141244428806, "mask_rcnn/false_negative": 0.1069601495699801, "mask_rcnn/false_positive": 0.13131979703958935, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7262508627027273, "total_loss": 1.7176802291778586} {"data_time": 0.010390939190983772, "eta_seconds": 151224.4524823306, "iteration": 63079, "loss_fcos_cls": 0.2743510752916336, "loss_fcos_ctr": 0.6271243030205369, "loss_fcos_loc": 0.21331701707094908, "loss_mask": 0.27429574681445956, "loss_maskiou": 0.0061428717453964055, "loss_sem_seg": 0.32089949143119156, "lr": 0.01, "mask_rcnn/accuracy": 0.873673469387755, "mask_rcnn/false_negative": 0.08970479226140937, "mask_rcnn/false_positive": 0.16136200258551792, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.7252462152391672, "total_loss": 1.7112199243128998} {"data_time": 0.01090790145099163, "eta_seconds": 151162.86149436515, "iteration": 63099, "loss_fcos_cls": 0.2759255603887141, "loss_fcos_ctr": 0.6201117895543575, "loss_fcos_loc": 0.20936662901658565, "loss_mask": 0.277401021681726, "loss_maskiou": 0.006098601501435041, "loss_sem_seg": 0.3216207707300782, "lr": 0.01, "mask_rcnn/accuracy": 0.8817378936614922, "mask_rcnn/false_negative": 0.10848217184780504, "mask_rcnn/false_positive": 0.13467731122941834, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.7343651223927736, "total_loss": 1.7048706519344705} {"data_time": 0.01039255503565073, "eta_seconds": 151271.0338939242, "iteration": 63119, "loss_fcos_cls": 0.2648063348606229, "loss_fcos_ctr": 0.6189441978931427, "loss_fcos_loc": 0.2015337401535362, "loss_mask": 0.27527205739170313, "loss_maskiou": 0.005431675570434891, "loss_sem_seg": 0.2995418971404433, "lr": 0.01, "mask_rcnn/accuracy": 0.8902811986863711, "mask_rcnn/false_negative": 0.1040619740777647, "mask_rcnn/false_positive": 0.1470432667803635, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7553659426048398, "total_loss": 1.6885888625620282} {"data_time": 0.009141657501459122, "eta_seconds": 151315.56732657645, "iteration": 63139, "loss_fcos_cls": 0.27027444588020444, "loss_fcos_ctr": 0.6215137103572488, "loss_fcos_loc": 0.20349391270428896, "loss_mask": 0.2657685652375221, "loss_maskiou": 0.005771611686213873, "loss_sem_seg": 0.31854083063080907, "lr": 0.01, "mask_rcnn/accuracy": 0.8864809344790547, "mask_rcnn/false_negative": 0.08689904248378172, "mask_rcnn/false_positive": 0.13616728147415183, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 29.0, "time": 0.7341305762529373, "total_loss": 1.6952956143213669} {"data_time": 0.009866331703960896, "eta_seconds": 151135.38363739662, "iteration": 63159, "loss_fcos_cls": 0.2756086699664593, "loss_fcos_ctr": 0.6205529375001788, "loss_fcos_loc": 0.2011745038907975, "loss_mask": 0.2757545914500952, "loss_maskiou": 0.0061682975792791694, "loss_sem_seg": 0.3101741340942681, "lr": 0.01, "mask_rcnn/accuracy": 0.8807990744374673, "mask_rcnn/false_negative": 0.0905056625123059, "mask_rcnn/false_positive": 0.15162631531393114, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7099098218604922, "total_loss": 1.7022516080833157} {"data_time": 0.009649504907429218, "eta_seconds": 151120.7699598726, "iteration": 63179, "loss_fcos_cls": 0.27656682301312685, "loss_fcos_ctr": 0.6223742747679353, "loss_fcos_loc": 0.20764070702716708, "loss_mask": 0.28177276626229286, "loss_maskiou": 0.005935341119766235, "loss_sem_seg": 0.35271987318992615, "lr": 0.01, "mask_rcnn/accuracy": 0.8844281907662189, "mask_rcnn/false_negative": 0.10256406023003939, "mask_rcnn/false_positive": 0.12175969812770499, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7341210283339024, "total_loss": 1.7403846750676166} {"data_time": 0.009176472201943398, "eta_seconds": 151024.29385631904, "iteration": 63199, "loss_fcos_cls": 0.2701566783944145, "loss_fcos_ctr": 0.6234013196080923, "loss_fcos_loc": 0.20544740639161319, "loss_mask": 0.2725428221747279, "loss_maskiou": 0.0056765703156997915, "loss_sem_seg": 0.31933580338954926, "lr": 0.01, "mask_rcnn/accuracy": 0.8801585146580994, "mask_rcnn/false_negative": 0.09395402633521083, "mask_rcnn/false_positive": 0.1438459548010799, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.5, "time": 0.7308694282546639, "total_loss": 1.6568659687745821} {"data_time": 0.010237700305879116, "eta_seconds": 151072.80805542693, "iteration": 63219, "loss_fcos_cls": 0.27653085597557947, "loss_fcos_ctr": 0.6231499835848808, "loss_fcos_loc": 0.20384175213985145, "loss_mask": 0.28149939328432083, "loss_maskiou": 0.006350943382130936, "loss_sem_seg": 0.300031463149935, "lr": 0.01, "mask_rcnn/accuracy": 0.8681384609179641, "mask_rcnn/false_negative": 0.1013916772206965, "mask_rcnn/false_positive": 0.16990106391264964, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.7464888459071517, "total_loss": 1.6926183950272389} {"data_time": 0.010114168748259544, "eta_seconds": 150995.08233531937, "iteration": 63239, "loss_fcos_cls": 0.2677446724846959, "loss_fcos_ctr": 0.6182067580521107, "loss_fcos_loc": 0.19502274808473885, "loss_mask": 0.2724173879250884, "loss_maskiou": 0.005709310935344547, "loss_sem_seg": 0.3197207823395729, "lr": 0.01, "mask_rcnn/accuracy": 0.8921178992934151, "mask_rcnn/false_negative": 0.08694702289864922, "mask_rcnn/false_positive": 0.12231160343835576, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.7382112722843885, "total_loss": 1.6725234719124273} {"data_time": 0.010499504394829273, "eta_seconds": 150894.44239747152, "iteration": 63259, "loss_fcos_cls": 0.2705769973108545, "loss_fcos_ctr": 0.6215788759291172, "loss_fcos_loc": 0.1945422983262688, "loss_mask": 0.26607734244316816, "loss_maskiou": 0.006335140300507192, "loss_sem_seg": 0.2896917370380834, "lr": 0.01, "mask_rcnn/accuracy": 0.8862522169435901, "mask_rcnn/false_negative": 0.08941198210226511, "mask_rcnn/false_positive": 0.14452122770397907, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7278534360229969, "total_loss": 1.6727620634410414} {"data_time": 0.010498717427253723, "eta_seconds": 151028.9724589102, "iteration": 63279, "loss_fcos_cls": 0.259578671772033, "loss_fcos_ctr": 0.6199495363980532, "loss_fcos_loc": 0.19511367642553523, "loss_mask": 0.26221347879618406, "loss_maskiou": 0.00595519861781213, "loss_sem_seg": 0.31103427335619926, "lr": 0.01, "mask_rcnn/accuracy": 0.9011430584694937, "mask_rcnn/false_negative": 0.08095452554063168, "mask_rcnn/false_positive": 0.12954935024998437, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 37.25, "time": 0.7439449457451701, "total_loss": 1.6691003861778881} {"data_time": 0.010665359906852245, "eta_seconds": 151033.0878947284, "iteration": 63299, "loss_fcos_cls": 0.2611934528686106, "loss_fcos_ctr": 0.6229452565312386, "loss_fcos_loc": 0.2094104236457497, "loss_mask": 0.2903977921232581, "loss_maskiou": 0.006493406443041749, "loss_sem_seg": 0.3190409168601036, "lr": 0.01, "mask_rcnn/accuracy": 0.8553889055622249, "mask_rcnn/false_negative": 0.1213143552325675, "mask_rcnn/false_positive": 0.14965586300168793, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.5, "time": 0.7323428010568023, "total_loss": 1.7253259781136876} {"data_time": 0.009237728081643581, "eta_seconds": 150981.32679008972, "iteration": 63319, "loss_fcos_cls": 0.28059457102790475, "loss_fcos_ctr": 0.6196559234522283, "loss_fcos_loc": 0.20529169161454774, "loss_mask": 0.2802649373188615, "loss_maskiou": 0.005862610327312723, "loss_sem_seg": 0.3079999517649412, "lr": 0.01, "mask_rcnn/accuracy": 0.8583401829923241, "mask_rcnn/false_negative": 0.09972854090780772, "mask_rcnn/false_positive": 0.19350868871236798, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7296941177919507, "total_loss": 1.710190928184602} {"data_time": 0.009688319638371468, "eta_seconds": 151003.86053968035, "iteration": 63339, "loss_fcos_cls": 0.2770993646699935, "loss_fcos_ctr": 0.6218849364668131, "loss_fcos_loc": 0.2054365025833249, "loss_mask": 0.2882809154689312, "loss_maskiou": 0.006171637291117804, "loss_sem_seg": 0.3377019539475441, "lr": 0.01, "mask_rcnn/accuracy": 0.8808566817774407, "mask_rcnn/false_negative": 0.10716169859020086, "mask_rcnn/false_positive": 0.1430181397667577, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7243106625974178, "total_loss": 1.7388254870311357} {"data_time": 0.009778503328561783, "eta_seconds": 151003.8002728112, "iteration": 63359, "loss_fcos_cls": 0.2869219658896327, "loss_fcos_ctr": 0.6213724929839373, "loss_fcos_loc": 0.2041018856689334, "loss_mask": 0.27719802409410477, "loss_maskiou": 0.006031212513335049, "loss_sem_seg": 0.3336876924149692, "lr": 0.01, "mask_rcnn/accuracy": 0.8950152474783016, "mask_rcnn/false_negative": 0.09709447816824196, "mask_rcnn/false_positive": 0.15912189020258458, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.25, "time": 0.7471379339694977, "total_loss": 1.7505343782977434} {"data_time": 0.00951861497014761, "eta_seconds": 151119.76237852778, "iteration": 63379, "loss_fcos_cls": 0.26110769156366587, "loss_fcos_ctr": 0.621150148101151, "loss_fcos_loc": 0.19394827890209854, "loss_mask": 0.270539159886539, "loss_maskiou": 0.0054884800119907595, "loss_sem_seg": 0.31631123879924417, "lr": 0.01, "mask_rcnn/accuracy": 0.882297508555661, "mask_rcnn/false_negative": 0.08314525345392391, "mask_rcnn/false_positive": 0.1315720044827563, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.5, "time": 0.7476835073903203, "total_loss": 1.681696696425206} {"data_time": 0.010219259187579155, "eta_seconds": 150990.81026545074, "iteration": 63399, "loss_fcos_cls": 0.266477172030136, "loss_fcos_ctr": 0.6234123473986983, "loss_fcos_loc": 0.2040162025950849, "loss_mask": 0.2736851633526385, "loss_maskiou": 0.005895159316423815, "loss_sem_seg": 0.3047125022858381, "lr": 0.01, "mask_rcnn/accuracy": 0.8762822234156821, "mask_rcnn/false_negative": 0.11329590037665128, "mask_rcnn/false_positive": 0.1430126559172069, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7210500221699476, "total_loss": 1.671389645562158} {"data_time": 0.009507670998573303, "eta_seconds": 150945.40582958423, "iteration": 63419, "loss_fcos_cls": 0.2633045844268054, "loss_fcos_ctr": 0.621023578569293, "loss_fcos_loc": 0.2012402112595737, "loss_mask": 0.26681962609291077, "loss_maskiou": 0.0056811653266777284, "loss_sem_seg": 0.27782160928472877, "lr": 0.01, "mask_rcnn/accuracy": 0.8751095245900999, "mask_rcnn/false_negative": 0.08743064790026545, "mask_rcnn/false_positive": 0.14880710559111285, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7254772763699293, "total_loss": 1.648841845089919} {"data_time": 0.01037259865552187, "eta_seconds": 150912.0775348656, "iteration": 63439, "loss_fcos_cls": 0.2657797518186271, "loss_fcos_ctr": 0.6219719788059592, "loss_fcos_loc": 0.2024551978101954, "loss_mask": 0.2694307081401348, "loss_maskiou": 0.005612276167084929, "loss_sem_seg": 0.3154647178016603, "lr": 0.01, "mask_rcnn/accuracy": 0.8752519663498384, "mask_rcnn/false_negative": 0.08806162874768987, "mask_rcnn/false_positive": 0.16645664526991477, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7155217723920941, "total_loss": 1.6790721979778027} {"data_time": 0.009602801874279976, "eta_seconds": 150880.64007180277, "iteration": 63459, "loss_fcos_cls": 0.28203867259435356, "loss_fcos_ctr": 0.6247605523094535, "loss_fcos_loc": 0.21321439556777477, "loss_mask": 0.2904707919806242, "loss_maskiou": 0.00720873710088199, "loss_sem_seg": 0.31936157727614045, "lr": 0.01, "mask_rcnn/accuracy": 0.8690728853016616, "mask_rcnn/false_negative": 0.10182068622621034, "mask_rcnn/false_positive": 0.16666756657385728, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.5, "time": 0.7152912691235542, "total_loss": 1.7465540483754012} {"data_time": 0.010425744578242302, "eta_seconds": 150846.0719173029, "iteration": 63479, "loss_fcos_cls": 0.27445484208874404, "loss_fcos_ctr": 0.6212586611509323, "loss_fcos_loc": 0.19831991964019835, "loss_mask": 0.25526581332087517, "loss_maskiou": 0.005536352313356474, "loss_sem_seg": 0.3008158435113728, "lr": 0.01, "mask_rcnn/accuracy": 0.8641225961538461, "mask_rcnn/false_negative": 0.10966752559772916, "mask_rcnn/false_positive": 0.17030935113655704, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.5, "time": 0.7230606470257044, "total_loss": 1.696504188614199} {"data_time": 0.010565022937953472, "eta_seconds": 150851.4195993403, "iteration": 63499, "loss_fcos_cls": 0.2878299707081169, "loss_fcos_ctr": 0.6230762088671327, "loss_fcos_loc": 0.21041772712487727, "loss_mask": 0.2756641376763582, "loss_maskiou": 0.006281794914684724, "loss_sem_seg": 0.3443078896962106, "lr": 0.01, "mask_rcnn/accuracy": 0.8985929340338961, "mask_rcnn/false_negative": 0.09718069899087495, "mask_rcnn/false_positive": 0.11812861460805579, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.5, "time": 0.750628162175417, "total_loss": 1.7349258615577128} {"data_time": 0.010261794552206993, "eta_seconds": 150964.0707019614, "iteration": 63519, "loss_fcos_cls": 0.2783678569830954, "loss_fcos_ctr": 0.6207925439812243, "loss_fcos_loc": 0.20661399723030627, "loss_mask": 0.2798163699917495, "loss_maskiou": 0.006226453624549322, "loss_sem_seg": 0.2852385859005153, "lr": 0.01, "mask_rcnn/accuracy": 0.8650580250085645, "mask_rcnn/false_negative": 0.0878016600967938, "mask_rcnn/false_positive": 0.16788107904068628, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.0, "time": 0.737194393761456, "total_loss": 1.6666375258355401} {"data_time": 0.010376200079917908, "eta_seconds": 150949.4481390426, "iteration": 63539, "loss_fcos_cls": 0.26742628193460405, "loss_fcos_ctr": 0.6211934303864837, "loss_fcos_loc": 0.20818252745084465, "loss_mask": 0.26434201654046774, "loss_maskiou": 0.006106560744228773, "loss_sem_seg": 0.3456755403894931, "lr": 0.01, "mask_rcnn/accuracy": 0.8831618787087495, "mask_rcnn/false_negative": 0.09551348898135999, "mask_rcnn/false_positive": 0.1361307181740764, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.25, "time": 0.7241156492382288, "total_loss": 1.7165859440501663} {"data_time": 0.010430377908051014, "eta_seconds": 150988.1128500281, "iteration": 63559, "loss_fcos_cls": 0.27045206096954644, "loss_fcos_ctr": 0.6232302081771195, "loss_fcos_loc": 0.2124758844729513, "loss_mask": 0.26584120374172926, "loss_maskiou": 0.005708901313482784, "loss_sem_seg": 0.2665774985216558, "lr": 0.01, "mask_rcnn/accuracy": 0.8928515826557302, "mask_rcnn/false_negative": 0.07811509678932238, "mask_rcnn/false_positive": 0.11627312012898992, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7381015978753567, "total_loss": 1.6590743342312635} {"data_time": 0.010031069628894329, "eta_seconds": 150973.48512463924, "iteration": 63579, "loss_fcos_cls": 0.2863857636693865, "loss_fcos_ctr": 0.621712364256382, "loss_fcos_loc": 0.20312497694976628, "loss_mask": 0.27338449470698833, "loss_maskiou": 0.005645893106702715, "loss_sem_seg": 0.318117780610919, "lr": 0.01, "mask_rcnn/accuracy": 0.8692634450731167, "mask_rcnn/false_negative": 0.10688977456015923, "mask_rcnn/false_positive": 0.14101572376872312, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.75, "time": 0.7394312461838126, "total_loss": 1.7131014665646944} {"data_time": 0.010020140558481216, "eta_seconds": 151096.8657996282, "iteration": 63599, "loss_fcos_cls": 0.2819374359678477, "loss_fcos_ctr": 0.6204016283154488, "loss_fcos_loc": 0.20129691227339208, "loss_mask": 0.27273298939689994, "loss_maskiou": 0.005979949746688362, "loss_sem_seg": 0.32229997171089053, "lr": 0.01, "mask_rcnn/accuracy": 0.8783798497975328, "mask_rcnn/false_negative": 0.07742906145166861, "mask_rcnn/false_positive": 0.14956394087168293, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7592824958264828, "total_loss": 1.691189685399877} {"data_time": 0.010249784216284752, "eta_seconds": 151121.57087793853, "iteration": 63619, "loss_fcos_cls": 0.27786290063522756, "loss_fcos_ctr": 0.6215306606609374, "loss_fcos_loc": 0.2093610370066017, "loss_mask": 0.2688981592655182, "loss_maskiou": 0.005606891423667548, "loss_sem_seg": 0.27291828813031316, "lr": 0.01, "mask_rcnn/accuracy": 0.8722543704981993, "mask_rcnn/false_negative": 0.08714892185366852, "mask_rcnn/false_positive": 0.13159225172974096, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.5, "time": 0.7366214273497462, "total_loss": 1.6799980595824309} {"data_time": 0.010051632300019264, "eta_seconds": 151083.12455460336, "iteration": 63639, "loss_fcos_cls": 0.2873929487541318, "loss_fcos_ctr": 0.6243842523545027, "loss_fcos_loc": 0.22035788430366665, "loss_mask": 0.28609294444322586, "loss_maskiou": 0.005797377467388287, "loss_sem_seg": 0.3258275086991489, "lr": 0.01, "mask_rcnn/accuracy": 0.8629768413775767, "mask_rcnn/false_negative": 0.11139446752311907, "mask_rcnn/false_positive": 0.15451817666559262, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.5, "time": 0.7306984541937709, "total_loss": 1.746484370691178} {"data_time": 0.009902478195726871, "eta_seconds": 151040.01176786423, "iteration": 63659, "loss_fcos_cls": 0.28982420451939106, "loss_fcos_ctr": 0.6203960049897432, "loss_fcos_loc": 0.20759071549400687, "loss_mask": 0.2796820995863527, "loss_maskiou": 0.006505586745333858, "loss_sem_seg": 0.30342467688024044, "lr": 0.01, "mask_rcnn/accuracy": 0.8816046058241789, "mask_rcnn/false_negative": 0.10441018800248801, "mask_rcnn/false_positive": 0.1335166100043561, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.75, "time": 0.711887801066041, "total_loss": 1.7282993564658682} {"data_time": 0.011632132343947887, "eta_seconds": 150918.36030760314, "iteration": 63679, "loss_fcos_cls": 0.27358587156049907, "loss_fcos_ctr": 0.6211404055356979, "loss_fcos_loc": 0.20660918485373259, "loss_mask": 0.2793742301873863, "loss_maskiou": 0.006109157206083182, "loss_sem_seg": 0.33357849158346653, "lr": 0.01, "mask_rcnn/accuracy": 0.8748613235220378, "mask_rcnn/false_negative": 0.10412975226588483, "mask_rcnn/false_positive": 0.16657210256754518, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 24.0, "time": 0.7288293745368719, "total_loss": 1.7326432918634964} {"data_time": 0.009945196099579334, "eta_seconds": 150898.02506889962, "iteration": 63699, "loss_fcos_cls": 0.27099484647624195, "loss_fcos_ctr": 0.622383264824748, "loss_fcos_loc": 0.21028141968417913, "loss_mask": 0.27728764526546, "loss_maskiou": 0.0066621066216612235, "loss_sem_seg": 0.3177424119785428, "lr": 0.01, "mask_rcnn/accuracy": 0.8748780468300172, "mask_rcnn/false_negative": 0.08427945451422325, "mask_rcnn/false_positive": 0.12787227272391127, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7303025107830763, "total_loss": 1.7044494433066575} {"data_time": 0.009597676806151867, "eta_seconds": 150817.84507277329, "iteration": 63719, "loss_fcos_cls": 0.2685656757093966, "loss_fcos_ctr": 0.6249259561300278, "loss_fcos_loc": 0.2156452035997063, "loss_mask": 0.26583741372451186, "loss_maskiou": 0.005997874410240911, "loss_sem_seg": 0.30756444996222854, "lr": 0.01, "mask_rcnn/accuracy": 0.8712936327879816, "mask_rcnn/false_negative": 0.08458426972684038, "mask_rcnn/false_positive": 0.1527101157716711, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.0, "time": 0.7316226782277226, "total_loss": 1.7183188657072606} {"data_time": 0.010896466672420502, "eta_seconds": 150761.38352810033, "iteration": 63739, "loss_fcos_cls": 0.2808266864158213, "loss_fcos_ctr": 0.6259034797549248, "loss_fcos_loc": 0.21902037388645113, "loss_mask": 0.2728224340826273, "loss_maskiou": 0.005685488220478874, "loss_sem_seg": 0.3404640662483871, "lr": 0.01, "mask_rcnn/accuracy": 0.8841960827393158, "mask_rcnn/false_negative": 0.08758312375162991, "mask_rcnn/false_positive": 0.1654058367395656, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.7254915107041597, "total_loss": 1.7290151577908546} {"data_time": 0.010664804838597775, "eta_seconds": 150828.67487116624, "iteration": 63759, "loss_fcos_cls": 0.27651671739295125, "loss_fcos_ctr": 0.6234968025237322, "loss_fcos_loc": 0.2062758457614109, "loss_mask": 0.2722722142934799, "loss_maskiou": 0.005714114602596965, "loss_sem_seg": 0.35628619650378823, "lr": 0.01, "mask_rcnn/accuracy": 0.8779394060995185, "mask_rcnn/false_negative": 0.10025036464951786, "mask_rcnn/false_positive": 0.15683443529759583, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7363070175051689, "total_loss": 1.7265254590602126} {"data_time": 0.010935214348137379, "eta_seconds": 150850.95683645643, "iteration": 63779, "loss_fcos_cls": 0.27788882923778147, "loss_fcos_ctr": 0.622416015714407, "loss_fcos_loc": 0.21008589095436037, "loss_mask": 0.285633806604892, "loss_maskiou": 0.006385475440765731, "loss_sem_seg": 0.312301816418767, "lr": 0.01, "mask_rcnn/accuracy": 0.8742577616152845, "mask_rcnn/false_negative": 0.08920459985078709, "mask_rcnn/false_positive": 0.16692932986803619, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7484799902886152, "total_loss": 1.7307485106102831} {"data_time": 0.010534454137086868, "eta_seconds": 150909.08121981937, "iteration": 63799, "loss_fcos_cls": 0.28252909844741225, "loss_fcos_ctr": 0.6220605801790953, "loss_fcos_loc": 0.21333382558077574, "loss_mask": 0.2840540246106684, "loss_maskiou": 0.0069832201770623215, "loss_sem_seg": 0.3360590785741806, "lr": 0.01, "mask_rcnn/accuracy": 0.8706856626579202, "mask_rcnn/false_negative": 0.1138914301493524, "mask_rcnn/false_positive": 0.1489185426125655, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7412465531378984, "total_loss": 1.7423461157741258} {"data_time": 0.010606608353555202, "eta_seconds": 150810.25155830942, "iteration": 63819, "loss_fcos_cls": 0.28126211930066347, "loss_fcos_ctr": 0.6220870865508914, "loss_fcos_loc": 0.20667322538793087, "loss_mask": 0.2844627033919096, "loss_maskiou": 0.006143278791569173, "loss_sem_seg": 0.29990858072414994, "lr": 0.01, "mask_rcnn/accuracy": 0.8831313775510204, "mask_rcnn/false_negative": 0.08619200461406541, "mask_rcnn/false_positive": 0.11718730959510205, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.0, "time": 0.7244103951379657, "total_loss": 1.7139880646282109} {"data_time": 0.009362180717289448, "eta_seconds": 150795.62263987772, "iteration": 63839, "loss_fcos_cls": 0.2887812773697078, "loss_fcos_ctr": 0.6194000798277557, "loss_fcos_loc": 0.20146175142144784, "loss_mask": 0.271758284419775, "loss_maskiou": 0.00701900646527065, "loss_sem_seg": 0.30590181704610586, "lr": 0.01, "mask_rcnn/accuracy": 0.8823556795269193, "mask_rcnn/false_negative": 0.09390225278426474, "mask_rcnn/false_positive": 0.14233899040105547, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7087365854531527, "total_loss": 1.7040208295511547} {"data_time": 0.010823841206729412, "eta_seconds": 150882.52337662783, "iteration": 63859, "loss_fcos_cls": 0.28003900591284037, "loss_fcos_ctr": 0.6239454341121018, "loss_fcos_loc": 0.20967414532788098, "loss_mask": 0.2729820813983679, "loss_maskiou": 0.006385530999978073, "loss_sem_seg": 0.29546899627894163, "lr": 0.01, "mask_rcnn/accuracy": 0.8739213229688692, "mask_rcnn/false_negative": 0.10868813183486196, "mask_rcnn/false_positive": 0.15623608783905074, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.25, "time": 0.7280527511611581, "total_loss": 1.6843375317839673} {"data_time": 0.00960493553429842, "eta_seconds": 150884.29110038, "iteration": 63879, "loss_fcos_cls": 0.2908253886271268, "loss_fcos_ctr": 0.624061293900013, "loss_fcos_loc": 0.21320317452773452, "loss_mask": 0.2850480265915394, "loss_maskiou": 0.006391810733475722, "loss_sem_seg": 0.2974529853090644, "lr": 0.01, "mask_rcnn/accuracy": 0.8742834633853541, "mask_rcnn/false_negative": 0.10330151832477476, "mask_rcnn/false_positive": 0.13396268504890863, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7268106332048774, "total_loss": 1.7362412727525225} {"data_time": 0.010420427657663822, "eta_seconds": 150873.23303730413, "iteration": 63899, "loss_fcos_cls": 0.2765422477386892, "loss_fcos_ctr": 0.6223760694265366, "loss_fcos_loc": 0.20992508786730468, "loss_mask": 0.29387562070041895, "loss_maskiou": 0.006615218560909852, "loss_sem_seg": 0.3396061393432319, "lr": 0.01, "mask_rcnn/accuracy": 0.9084935653365824, "mask_rcnn/false_negative": 0.08353013930715722, "mask_rcnn/false_positive": 0.13802846335612612, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.0, "time": 0.7426053127273917, "total_loss": 1.743925085531373} {"data_time": 0.009475663304328918, "eta_seconds": 150855.01037864853, "iteration": 63919, "loss_fcos_cls": 0.27653772151097655, "loss_fcos_ctr": 0.6204440891742706, "loss_fcos_loc": 0.20501881767995656, "loss_mask": 0.2686530277132988, "loss_maskiou": 0.005503013773704879, "loss_sem_seg": 0.3158533088862896, "lr": 0.01, "mask_rcnn/accuracy": 0.8844907033959829, "mask_rcnn/false_negative": 0.09437933084602682, "mask_rcnn/false_positive": 0.1303976406621581, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.5, "time": 0.7283159838989377, "total_loss": 1.692084204609273} {"data_time": 0.00993344560265541, "eta_seconds": 150840.37001778278, "iteration": 63939, "loss_fcos_cls": 0.27712938049808145, "loss_fcos_ctr": 0.6193337924778461, "loss_fcos_loc": 0.19821035669883713, "loss_mask": 0.2560382247902453, "loss_maskiou": 0.005213371412537526, "loss_sem_seg": 0.32259463355876505, "lr": 0.01, "mask_rcnn/accuracy": 0.8872550397466908, "mask_rcnn/false_negative": 0.09035951462111935, "mask_rcnn/false_positive": 0.12617357353084718, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7326827542856336, "total_loss": 1.683658828100306} {"data_time": 0.009227420203387737, "eta_seconds": 150825.72965691704, "iteration": 63959, "loss_fcos_cls": 0.28406696196179837, "loss_fcos_ctr": 0.6220923028886318, "loss_fcos_loc": 0.2042743272613734, "loss_mask": 0.28397845290601254, "loss_maskiou": 0.006832642618974205, "loss_sem_seg": 0.31291782297194004, "lr": 0.01, "mask_rcnn/accuracy": 0.882975856190142, "mask_rcnn/false_negative": 0.0825136019999424, "mask_rcnn/false_positive": 0.14142191159105438, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7464621849358082, "total_loss": 1.7269414038164541} {"data_time": 0.010820935480296612, "eta_seconds": 150834.20027943235, "iteration": 63979, "loss_fcos_cls": 0.2855653786100447, "loss_fcos_ctr": 0.621203369461, "loss_fcos_loc": 0.2124833072302863, "loss_mask": 0.27759524807333946, "loss_maskiou": 0.006093591669923626, "loss_sem_seg": 0.33764873910695314, "lr": 0.01, "mask_rcnn/accuracy": 0.8809587222673161, "mask_rcnn/false_negative": 0.09691788356370136, "mask_rcnn/false_positive": 0.14605797030363593, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.75, "time": 0.7382782530039549, "total_loss": 1.7361501231935108} {"data_time": 0.01091256458312273, "eta_seconds": 150857.5385052776, "iteration": 63999, "loss_fcos_cls": 0.2642718004062772, "loss_fcos_ctr": 0.62225142121315, "loss_fcos_loc": 0.20302833151072264, "loss_mask": 0.27607686165720224, "loss_maskiou": 0.006304577051196247, "loss_sem_seg": 0.2740939622744918, "lr": 0.01, "mask_rcnn/accuracy": 0.8938732487042436, "mask_rcnn/false_negative": 0.08674947521362994, "mask_rcnn/false_positive": 0.14906975733179267, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.0, "time": 0.7275187373161316, "total_loss": 1.6666129560471745} {"data_time": 0.01021423190832138, "eta_seconds": 150828.67265401687, "iteration": 64019, "loss_fcos_cls": 0.29002190846949816, "loss_fcos_ctr": 0.62141895852983, "loss_fcos_loc": 0.20749863737728447, "loss_mask": 0.2830841988325119, "loss_maskiou": 0.006694779513054527, "loss_sem_seg": 0.28427794855087996, "lr": 0.01, "mask_rcnn/accuracy": 0.8757207961309523, "mask_rcnn/false_negative": 0.0974084627530129, "mask_rcnn/false_positive": 0.1583387149389623, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 42.25, "time": 0.7347129778936505, "total_loss": 1.676165758010029} {"data_time": 0.01029012631624937, "eta_seconds": 150776.64412203245, "iteration": 64039, "loss_fcos_cls": 0.2760141580365598, "loss_fcos_ctr": 0.6191099369898438, "loss_fcos_loc": 0.19990188744850457, "loss_mask": 0.27418817672878504, "loss_maskiou": 0.006405783475202043, "loss_sem_seg": 0.32564595015719533, "lr": 0.01, "mask_rcnn/accuracy": 0.873570398656357, "mask_rcnn/false_negative": 0.09708409035081512, "mask_rcnn/false_positive": 0.14457147175248675, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.75, "time": 0.7372668096795678, "total_loss": 1.7123746135002875} {"data_time": 0.01008501648902893, "eta_seconds": 150762.00284100138, "iteration": 64059, "loss_fcos_cls": 0.2753666094504297, "loss_fcos_ctr": 0.6212079119868577, "loss_fcos_loc": 0.21405337355099618, "loss_mask": 0.28026063507422805, "loss_maskiou": 0.005671308310411405, "loss_sem_seg": 0.32258855598047376, "lr": 0.01, "mask_rcnn/accuracy": 0.8898145195578231, "mask_rcnn/false_negative": 0.08708487870936057, "mask_rcnn/false_positive": 0.1291224591340176, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7309451941400766, "total_loss": 1.7109497074779938} {"data_time": 0.010534202679991722, "eta_seconds": 150798.9533378249, "iteration": 64079, "loss_fcos_cls": 0.2692771628499031, "loss_fcos_ctr": 0.622266354970634, "loss_fcos_loc": 0.20605171052739024, "loss_mask": 0.2757987445220351, "loss_maskiou": 0.006436309180571698, "loss_sem_seg": 0.3095623799599707, "lr": 0.01, "mask_rcnn/accuracy": 0.8757435396500296, "mask_rcnn/false_negative": 0.11860435456353223, "mask_rcnn/false_positive": 0.15377961085375785, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.5, "time": 0.7357320329174399, "total_loss": 1.6956445950854686} {"data_time": 0.010265947319567204, "eta_seconds": 150817.19661338348, "iteration": 64099, "loss_fcos_cls": 0.2656378075480461, "loss_fcos_ctr": 0.6223086696118116, "loss_fcos_loc": 0.20733345253393054, "loss_mask": 0.28042183350771666, "loss_maskiou": 0.006116354154073633, "loss_sem_seg": 0.28767284797504544, "lr": 0.01, "mask_rcnn/accuracy": 0.8825155558255049, "mask_rcnn/false_negative": 0.09834076090810806, "mask_rcnn/false_positive": 0.12950681156791216, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.747393811121583, "total_loss": 1.6881766056467313} {"data_time": 0.009641570039093494, "eta_seconds": 150708.6067699911, "iteration": 64119, "loss_fcos_cls": 0.2809687778353691, "loss_fcos_ctr": 0.6219642516225576, "loss_fcos_loc": 0.2100934477057308, "loss_mask": 0.2857297156006098, "loss_maskiou": 0.005839433229994029, "loss_sem_seg": 0.3110570767894387, "lr": 0.01, "mask_rcnn/accuracy": 0.8688285655545113, "mask_rcnn/false_negative": 0.12924658826142862, "mask_rcnn/false_positive": 0.1361110884399199, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.0, "time": 0.7172962306067348, "total_loss": 1.7330162373091298} {"data_time": 0.010113971307873726, "eta_seconds": 150693.96640912537, "iteration": 64139, "loss_fcos_cls": 0.2823695067781955, "loss_fcos_ctr": 0.6210761060938239, "loss_fcos_loc": 0.1983709717169404, "loss_mask": 0.28074480313807726, "loss_maskiou": 0.006401321807061322, "loss_sem_seg": 0.29631455801427364, "lr": 0.01, "mask_rcnn/accuracy": 0.8749489432525146, "mask_rcnn/false_negative": 0.09815930189537314, "mask_rcnn/false_positive": 0.130514903031688, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 29.5, "time": 0.7354128612205386, "total_loss": 1.710015793571074} {"data_time": 0.009723777882754803, "eta_seconds": 150679.32604825962, "iteration": 64159, "loss_fcos_cls": 0.28088627732358873, "loss_fcos_ctr": 0.6202807174995542, "loss_fcos_loc": 0.2143949109595269, "loss_mask": 0.27999101486057043, "loss_maskiou": 0.006095131044276059, "loss_sem_seg": 0.3173489805776626, "lr": 0.01, "mask_rcnn/accuracy": 0.8725011309942696, "mask_rcnn/false_negative": 0.08634809517475928, "mask_rcnn/false_positive": 0.14922501794210258, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7268315488472581, "total_loss": 1.7375636365177343} {"data_time": 0.010889917612075806, "eta_seconds": 150658.16262153815, "iteration": 64179, "loss_fcos_cls": 0.2734760963357985, "loss_fcos_ctr": 0.6232701847329736, "loss_fcos_loc": 0.22030285513028502, "loss_mask": 0.2760802432894707, "loss_maskiou": 0.005882564255443867, "loss_sem_seg": 0.31471445597708225, "lr": 0.01, "mask_rcnn/accuracy": 0.8920371720116618, "mask_rcnn/false_negative": 0.08821133274996526, "mask_rcnn/false_positive": 0.12642259716351112, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.0, "time": 0.7286615213379264, "total_loss": 1.7014411264826776} {"data_time": 0.009567133150994778, "eta_seconds": 150653.62240993604, "iteration": 64199, "loss_fcos_cls": 0.26508498773910105, "loss_fcos_ctr": 0.6212594229727983, "loss_fcos_loc": 0.21035134710837156, "loss_mask": 0.2787618078291416, "loss_maskiou": 0.006117762124631554, "loss_sem_seg": 0.28066185023635626, "lr": 0.01, "mask_rcnn/accuracy": 0.8709500749452324, "mask_rcnn/false_negative": 0.11873396527707863, "mask_rcnn/false_positive": 0.16653740026974062, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.5, "time": 0.7351125357672572, "total_loss": 1.6796389674273087} {"data_time": 0.009505669586360455, "eta_seconds": 150696.4292947827, "iteration": 64219, "loss_fcos_cls": 0.26635769940912724, "loss_fcos_ctr": 0.6190305277705193, "loss_fcos_loc": 0.2021289796102792, "loss_mask": 0.268286868929863, "loss_maskiou": 0.005860987526830286, "loss_sem_seg": 0.2918684424366802, "lr": 0.01, "mask_rcnn/accuracy": 0.8891942433755617, "mask_rcnn/false_negative": 0.10644024804389679, "mask_rcnn/false_positive": 0.1432348675453928, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.7535616625100374, "total_loss": 1.7081294817762682} {"data_time": 0.009476573206484318, "eta_seconds": 150653.96352063306, "iteration": 64239, "loss_fcos_cls": 0.2926059401361272, "loss_fcos_ctr": 0.6228946316987276, "loss_fcos_loc": 0.218553364276886, "loss_mask": 0.2812302312813699, "loss_maskiou": 0.005972487040708074, "loss_sem_seg": 0.28139008209109306, "lr": 0.01, "mask_rcnn/accuracy": 0.8910471261815149, "mask_rcnn/false_negative": 0.08674619184097682, "mask_rcnn/false_positive": 0.15110437122490772, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7283174619078636, "total_loss": 1.712831779703265} {"data_time": 0.010032422840595245, "eta_seconds": 150762.3084799936, "iteration": 64259, "loss_fcos_cls": 0.27278731670230627, "loss_fcos_ctr": 0.618825695477426, "loss_fcos_loc": 0.20176745392382145, "loss_mask": 0.27426244551315904, "loss_maskiou": 0.006076884412323125, "loss_sem_seg": 0.2764890226535499, "lr": 0.01, "mask_rcnn/accuracy": 0.8661933123827741, "mask_rcnn/false_negative": 0.09819239685799659, "mask_rcnn/false_positive": 0.14054385858638935, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7474148934707046, "total_loss": 1.65602638272685} {"data_time": 0.010591927915811539, "eta_seconds": 150736.68789977953, "iteration": 64279, "loss_fcos_cls": 0.27201280766166747, "loss_fcos_ctr": 0.6182444095611572, "loss_fcos_loc": 0.19950769667048007, "loss_mask": 0.2739963252097368, "loss_maskiou": 0.00603183766361326, "loss_sem_seg": 0.2960652713663876, "lr": 0.01, "mask_rcnn/accuracy": 0.8931246134817563, "mask_rcnn/false_negative": 0.10393921872091477, "mask_rcnn/false_positive": 0.13540277585678567, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 36.75, "time": 0.7415132289752364, "total_loss": 1.6607996647180698} {"data_time": 0.010461569763720036, "eta_seconds": 150670.70174777973, "iteration": 64299, "loss_fcos_cls": 0.28773720387835056, "loss_fcos_ctr": 0.6235510474070907, "loss_fcos_loc": 0.20666417572647333, "loss_mask": 0.26997362775728106, "loss_maskiou": 0.005479935571202077, "loss_sem_seg": 0.2890907572582364, "lr": 0.01, "mask_rcnn/accuracy": 0.9020402070945617, "mask_rcnn/false_negative": 0.09197467776675525, "mask_rcnn/false_positive": 0.10753678215995398, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 24.25, "time": 0.7202005051076412, "total_loss": 1.6777463845501188} {"data_time": 0.010737643577158451, "eta_seconds": 150703.0478782002, "iteration": 64319, "loss_fcos_cls": 0.2883262119721621, "loss_fcos_ctr": 0.6228282880038023, "loss_fcos_loc": 0.2085968410829082, "loss_mask": 0.2704287115484476, "loss_maskiou": 0.006276432832237333, "loss_sem_seg": 0.33096388867124915, "lr": 0.01, "mask_rcnn/accuracy": 0.8840093600778614, "mask_rcnn/false_negative": 0.08647173255381654, "mask_rcnn/false_positive": 0.14696950211912654, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.75, "time": 0.7318347003310919, "total_loss": 1.7351671786163934} {"data_time": 0.010180072858929634, "eta_seconds": 150722.37952500116, "iteration": 64339, "loss_fcos_cls": 0.2793307392857969, "loss_fcos_ctr": 0.6247776858508587, "loss_fcos_loc": 0.21060854627285153, "loss_mask": 0.2890355009585619, "loss_maskiou": 0.006087980575102847, "loss_sem_seg": 0.29583068611100316, "lr": 0.01, "mask_rcnn/accuracy": 0.886096559159378, "mask_rcnn/false_negative": 0.08510981796343936, "mask_rcnn/false_positive": 0.13243661733667467, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.25, "time": 0.7225827183574438, "total_loss": 1.6856465323944576} {"data_time": 0.009866167791187763, "eta_seconds": 150626.7532880986, "iteration": 64359, "loss_fcos_cls": 0.2783935097977519, "loss_fcos_ctr": 0.6212204666808248, "loss_fcos_loc": 0.20330576365813613, "loss_mask": 0.2923507750965655, "loss_maskiou": 0.006107103879912756, "loss_sem_seg": 0.34378968365490437, "lr": 0.01, "mask_rcnn/accuracy": 0.8677124351595926, "mask_rcnn/false_negative": 0.10801693500211931, "mask_rcnn/false_positive": 0.12570443750050053, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.25, "time": 0.7245044410228729, "total_loss": 1.7051398391777184} {"data_time": 0.01032188255339861, "eta_seconds": 150509.81607826427, "iteration": 64379, "loss_fcos_cls": 0.2790860258974135, "loss_fcos_ctr": 0.6230075750499964, "loss_fcos_loc": 0.19998442917130888, "loss_mask": 0.280843413900584, "loss_maskiou": 0.0060476036596810445, "loss_sem_seg": 0.33418803848326206, "lr": 0.01, "mask_rcnn/accuracy": 0.8657687884201859, "mask_rcnn/false_negative": 0.10637733224431659, "mask_rcnn/false_positive": 0.13707072126493858, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7354190740734339, "total_loss": 1.6773704670849838} {"data_time": 0.009202140383422375, "eta_seconds": 150597.45431497786, "iteration": 64399, "loss_fcos_cls": 0.27119553089141846, "loss_fcos_ctr": 0.6232205545529723, "loss_fcos_loc": 0.21145237650489435, "loss_mask": 0.2767215985804796, "loss_maskiou": 0.005894989437365439, "loss_sem_seg": 0.3105849660933018, "lr": 0.01, "mask_rcnn/accuracy": 0.8667357001435969, "mask_rcnn/false_negative": 0.09313937618515628, "mask_rcnn/false_positive": 0.14928337842621858, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7358628194779158, "total_loss": 1.6664455724821892} {"data_time": 0.00931159034371376, "eta_seconds": 150663.75007964205, "iteration": 64419, "loss_fcos_cls": 0.2833348822314292, "loss_fcos_ctr": 0.6211443161591887, "loss_fcos_loc": 0.20463249157182872, "loss_mask": 0.27807818353176117, "loss_maskiou": 0.005553124166908674, "loss_sem_seg": 0.31906215101480484, "lr": 0.01, "mask_rcnn/accuracy": 0.8967795959847353, "mask_rcnn/false_negative": 0.08854739656939203, "mask_rcnn/false_positive": 0.10624411604739585, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7339206337928772, "total_loss": 1.6989021494227927} {"data_time": 0.009067920967936516, "eta_seconds": 150833.8340690788, "iteration": 64439, "loss_fcos_cls": 0.2740087585989386, "loss_fcos_ctr": 0.6199797363951802, "loss_fcos_loc": 0.19867314666043967, "loss_mask": 0.2724889051169157, "loss_maskiou": 0.006174910020490643, "loss_sem_seg": 0.330885274335742, "lr": 0.01, "mask_rcnn/accuracy": 0.877108095985647, "mask_rcnn/false_negative": 0.08244825089982025, "mask_rcnn/false_positive": 0.14220780357254276, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7532234406098723, "total_loss": 1.6931558659271104} {"data_time": 0.010378316976130009, "eta_seconds": 150826.38598324824, "iteration": 64459, "loss_fcos_cls": 0.27473234385252, "loss_fcos_ctr": 0.6239284593611956, "loss_fcos_loc": 0.20897052600048482, "loss_mask": 0.2851014891639352, "loss_maskiou": 0.006063173874281347, "loss_sem_seg": 0.2974221077747643, "lr": 0.01, "mask_rcnn/accuracy": 0.886879201085196, "mask_rcnn/false_negative": 0.08116505674377303, "mask_rcnn/false_positive": 0.11134493452559854, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.5, "time": 0.7318988675251603, "total_loss": 1.7163716384893632} {"data_time": 0.00995258241891861, "eta_seconds": 150807.5420711059, "iteration": 64479, "loss_fcos_cls": 0.27256023429799825, "loss_fcos_ctr": 0.6184084163978696, "loss_fcos_loc": 0.19045575731433928, "loss_mask": 0.26196912536397576, "loss_maskiou": 0.005129955330630764, "loss_sem_seg": 0.2956166439689696, "lr": 0.01, "mask_rcnn/accuracy": 0.9059551302305986, "mask_rcnn/false_negative": 0.06684873052522913, "mask_rcnn/false_positive": 0.12601986094225967, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.75, "time": 0.7267105858772993, "total_loss": 1.6926171131126466} {"data_time": 0.010329355485737324, "eta_seconds": 150781.3586769048, "iteration": 64499, "loss_fcos_cls": 0.2741568118799478, "loss_fcos_ctr": 0.6232719114050269, "loss_fcos_loc": 0.20747846376616508, "loss_mask": 0.2674018042162061, "loss_maskiou": 0.005825021446071332, "loss_sem_seg": 0.288415152579546, "lr": 0.01, "mask_rcnn/accuracy": 0.8792267229056572, "mask_rcnn/false_negative": 0.09294252171834647, "mask_rcnn/false_positive": 0.1358466007798077, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.75, "time": 0.7161630233749747, "total_loss": 1.6885149610970984} {"data_time": 0.009328383952379227, "eta_seconds": 150775.13272628747, "iteration": 64519, "loss_fcos_cls": 0.27671737340278924, "loss_fcos_ctr": 0.6231076056137681, "loss_fcos_loc": 0.2054456668556668, "loss_mask": 0.28009034879505634, "loss_maskiou": 0.006096174460253678, "loss_sem_seg": 0.31876508705317974, "lr": 0.01, "mask_rcnn/accuracy": 0.8862673758739608, "mask_rcnn/false_negative": 0.09299028746886515, "mask_rcnn/false_positive": 0.12856443411441942, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.0, "time": 0.7602414190769196, "total_loss": 1.7175613813924429} {"data_time": 0.008817845024168491, "eta_seconds": 150763.51517106034, "iteration": 64539, "loss_fcos_cls": 0.2728890795260668, "loss_fcos_ctr": 0.6197868618182838, "loss_fcos_loc": 0.20120638678781688, "loss_mask": 0.27416789159178734, "loss_maskiou": 0.005910506413783878, "loss_sem_seg": 0.33909351588226855, "lr": 0.01, "mask_rcnn/accuracy": 0.8751082442157654, "mask_rcnn/false_negative": 0.09775338172235903, "mask_rcnn/false_positive": 0.14748737423413413, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.5, "time": 0.7235998101532459, "total_loss": 1.703927665039373} {"data_time": 0.010172879323363304, "eta_seconds": 150753.0057885507, "iteration": 64559, "loss_fcos_cls": 0.2633960396051407, "loss_fcos_ctr": 0.6239427225664258, "loss_fcos_loc": 0.20634383196011186, "loss_mask": 0.2779959077015519, "loss_maskiou": 0.005892031025723554, "loss_sem_seg": 0.2862633438780904, "lr": 0.01, "mask_rcnn/accuracy": 0.8814354668149311, "mask_rcnn/false_negative": 0.09317593508462721, "mask_rcnn/false_positive": 0.1448829239824953, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7511319974437356, "total_loss": 1.665972382586915} {"data_time": 0.01052027102559805, "eta_seconds": 150745.4332092693, "iteration": 64579, "loss_fcos_cls": 0.28694053436629474, "loss_fcos_ctr": 0.6230793334543705, "loss_fcos_loc": 0.21642893261741847, "loss_mask": 0.2738987123593688, "loss_maskiou": 0.006304680951870978, "loss_sem_seg": 0.3232260658405721, "lr": 0.01, "mask_rcnn/accuracy": 0.8672458687905958, "mask_rcnn/false_negative": 0.10197266670499205, "mask_rcnn/false_positive": 0.16891949023574826, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7497097086161375, "total_loss": 1.7441927536492585} {"data_time": 0.010449838824570179, "eta_seconds": 150690.59934490174, "iteration": 64599, "loss_fcos_cls": 0.2670123786665499, "loss_fcos_ctr": 0.6240071188658476, "loss_fcos_loc": 0.20899537845980376, "loss_mask": 0.2674263082444668, "loss_maskiou": 0.0061898210333311, "loss_sem_seg": 0.31857822835445404, "lr": 0.01, "mask_rcnn/accuracy": 0.8634322603415266, "mask_rcnn/false_negative": 0.10222669326337905, "mask_rcnn/false_positive": 0.15106506882116363, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7196651194244623, "total_loss": 1.6786771069528186} {"data_time": 0.009211373515427113, "eta_seconds": 150675.92652448267, "iteration": 64619, "loss_fcos_cls": 0.28210187098011374, "loss_fcos_ctr": 0.6213732091709971, "loss_fcos_loc": 0.20352261397056282, "loss_mask": 0.27030101604759693, "loss_maskiou": 0.005969854319118895, "loss_sem_seg": 0.3063715035095811, "lr": 0.01, "mask_rcnn/accuracy": 0.8626060199720914, "mask_rcnn/false_negative": 0.09798555339194431, "mask_rcnn/false_positive": 0.16624214573584511, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.5, "time": 0.737272578291595, "total_loss": 1.6804903485463} {"data_time": 0.009520634077489376, "eta_seconds": 150687.0807121005, "iteration": 64639, "loss_fcos_cls": 0.2805289563257247, "loss_fcos_ctr": 0.6200813045725226, "loss_fcos_loc": 0.20169888972304761, "loss_mask": 0.2688808413222432, "loss_maskiou": 0.005630203799228184, "loss_sem_seg": 0.32233923370949924, "lr": 0.01, "mask_rcnn/accuracy": 0.8977916340752329, "mask_rcnn/false_negative": 0.08766484583639561, "mask_rcnn/false_positive": 0.13046661535044868, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.0, "time": 0.7316580843180418, "total_loss": 1.7243939010222675} {"data_time": 0.009991140104830265, "eta_seconds": 150793.27952344436, "iteration": 64659, "loss_fcos_cls": 0.28867429541423917, "loss_fcos_ctr": 0.6225234186276793, "loss_fcos_loc": 0.20857535093091428, "loss_mask": 0.2853345964103937, "loss_maskiou": 0.005978656525257975, "loss_sem_seg": 0.3099751186091453, "lr": 0.01, "mask_rcnn/accuracy": 0.8770198023986401, "mask_rcnn/false_negative": 0.11418623993958468, "mask_rcnn/false_positive": 0.12189548798829883, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.25, "time": 0.7450585523620248, "total_loss": 1.7482087869066163} {"data_time": 0.009556426666676998, "eta_seconds": 150760.40528147854, "iteration": 64679, "loss_fcos_cls": 0.26795476162806153, "loss_fcos_ctr": 0.6215344788506627, "loss_fcos_loc": 0.19898752367589623, "loss_mask": 0.27820099610835314, "loss_maskiou": 0.006499619776150212, "loss_sem_seg": 0.28362176078371704, "lr": 0.01, "mask_rcnn/accuracy": 0.8896848173793327, "mask_rcnn/false_negative": 0.1018533208970577, "mask_rcnn/false_positive": 0.14051817252915794, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7185330763459206, "total_loss": 1.6925301466981182} {"data_time": 0.010428372770547867, "eta_seconds": 150783.0028898334, "iteration": 64699, "loss_fcos_cls": 0.2737036587204784, "loss_fcos_ctr": 0.6223328039050102, "loss_fcos_loc": 0.20482014305889606, "loss_mask": 0.2783697936683893, "loss_maskiou": 0.006477686736616306, "loss_sem_seg": 0.30018735444173217, "lr": 0.01, "mask_rcnn/accuracy": 0.9004159785895034, "mask_rcnn/false_negative": 0.08691579683502813, "mask_rcnn/false_positive": 0.1315311113274084, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7312760530039668, "total_loss": 1.6864364022658265} {"data_time": 0.01023913361132145, "eta_seconds": 150787.67347634677, "iteration": 64719, "loss_fcos_cls": 0.2802794873714447, "loss_fcos_ctr": 0.6201694887131453, "loss_fcos_loc": 0.20741483115125448, "loss_mask": 0.2638467065989971, "loss_maskiou": 0.006266244607104454, "loss_sem_seg": 0.2851497388910502, "lr": 0.01, "mask_rcnn/accuracy": 0.873088342479849, "mask_rcnn/false_negative": 0.09298705328636073, "mask_rcnn/false_positive": 0.17816618204148213, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.75, "time": 0.7344027515500784, "total_loss": 1.6824561812609318} {"data_time": 0.010286708362400532, "eta_seconds": 150804.19208881352, "iteration": 64739, "loss_fcos_cls": 0.26903878967277706, "loss_fcos_ctr": 0.6217650892212987, "loss_fcos_loc": 0.2019033927936107, "loss_mask": 0.2763068415224552, "loss_maskiou": 0.006039562125806697, "loss_sem_seg": 0.3044998128898442, "lr": 0.01, "mask_rcnn/accuracy": 0.8721935189258458, "mask_rcnn/false_negative": 0.11004761877054778, "mask_rcnn/false_positive": 0.13972255369827963, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.5, "time": 0.7184449397027493, "total_loss": 1.6788075639196904} {"data_time": 0.009816274978220463, "eta_seconds": 150758.29176572058, "iteration": 64759, "loss_fcos_cls": 0.2811199885327369, "loss_fcos_ctr": 0.6220200094394386, "loss_fcos_loc": 0.21204481163294986, "loss_mask": 0.282826523296535, "loss_maskiou": 0.006185169484524522, "loss_sem_seg": 0.3115935535170138, "lr": 0.01, "mask_rcnn/accuracy": 0.8705903790087464, "mask_rcnn/false_negative": 0.10335887924693204, "mask_rcnn/false_positive": 0.14831534091246662, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7405533036217093, "total_loss": 1.7133612467805506} {"data_time": 0.010559272021055222, "eta_seconds": 150710.0629088413, "iteration": 64779, "loss_fcos_cls": 0.26201716205105186, "loss_fcos_ctr": 0.6226640623062849, "loss_fcos_loc": 0.20343858341220766, "loss_mask": 0.2738832049071789, "loss_maskiou": 0.006458864831074607, "loss_sem_seg": 0.29777076141908765, "lr": 0.01, "mask_rcnn/accuracy": 0.870996900499114, "mask_rcnn/false_negative": 0.08400328575649912, "mask_rcnn/false_positive": 0.14117572869962952, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.5, "time": 0.7400363711640239, "total_loss": 1.6741995375487022} {"data_time": 0.010116632096469402, "eta_seconds": 150672.2932586763, "iteration": 64799, "loss_fcos_cls": 0.28640198428183794, "loss_fcos_ctr": 0.6205740617588162, "loss_fcos_loc": 0.1949368508066982, "loss_mask": 0.26969263795763254, "loss_maskiou": 0.00562227896443801, "loss_sem_seg": 0.30070945993065834, "lr": 0.01, "mask_rcnn/accuracy": 0.8911742830438247, "mask_rcnn/false_negative": 0.07504793704126848, "mask_rcnn/false_positive": 0.1409379274921436, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.0, "time": 0.7407397823408246, "total_loss": 1.6922246118629118} {"data_time": 0.010375557467341423, "eta_seconds": 150714.2191997813, "iteration": 64819, "loss_fcos_cls": 0.28062940761446953, "loss_fcos_ctr": 0.6235914370045066, "loss_fcos_loc": 0.21271828224416822, "loss_mask": 0.27882657293230295, "loss_maskiou": 0.00639445023261942, "loss_sem_seg": 0.3214802360162139, "lr": 0.01, "mask_rcnn/accuracy": 0.8735035862170955, "mask_rcnn/false_negative": 0.11233045721349441, "mask_rcnn/false_positive": 0.14729618424699734, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.7067247470840812, "total_loss": 1.7181768734226353} {"data_time": 0.011091871187090874, "eta_seconds": 150754.5774485143, "iteration": 64839, "loss_fcos_cls": 0.28261873964220285, "loss_fcos_ctr": 0.6222583972848952, "loss_fcos_loc": 0.20490558724850416, "loss_mask": 0.26933140214532614, "loss_maskiou": 0.005599026935669826, "loss_sem_seg": 0.35797223914414644, "lr": 0.01, "mask_rcnn/accuracy": 0.8818272898218287, "mask_rcnn/false_negative": 0.09679481223676294, "mask_rcnn/false_positive": 0.1493534211857368, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.5, "time": 0.7362755043432117, "total_loss": 1.7329479639629426} {"data_time": 0.00943702831864357, "eta_seconds": 150716.02871120814, "iteration": 64859, "loss_fcos_cls": 0.28540720557793975, "loss_fcos_ctr": 0.6205852404236794, "loss_fcos_loc": 0.20375581202097237, "loss_mask": 0.2713704528287053, "loss_maskiou": 0.005913695742492564, "loss_sem_seg": 0.32571507757529616, "lr": 0.01, "mask_rcnn/accuracy": 0.9049706208315029, "mask_rcnn/false_negative": 0.08213806163743326, "mask_rcnn/false_positive": 0.13960950813921102, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7242992650717497, "total_loss": 1.7063238288101275} {"data_time": 0.01072346605360508, "eta_seconds": 150701.33481494058, "iteration": 64879, "loss_fcos_cls": 0.281138364225626, "loss_fcos_ctr": 0.6231125239282846, "loss_fcos_loc": 0.21312198205851018, "loss_mask": 0.2698523085564375, "loss_maskiou": 0.005655857239617035, "loss_sem_seg": 0.3400791622698307, "lr": 0.01, "mask_rcnn/accuracy": 0.8824526761924282, "mask_rcnn/false_negative": 0.09686970107190357, "mask_rcnn/false_positive": 0.14144462213486714, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7248537940904498, "total_loss": 1.7476412537216675} {"data_time": 0.010381272062659264, "eta_seconds": 150655.45577852894, "iteration": 64899, "loss_fcos_cls": 0.2756797129404731, "loss_fcos_ctr": 0.6194910798221827, "loss_fcos_loc": 0.20188029890414327, "loss_mask": 0.2726090895012021, "loss_maskiou": 0.006005843617458595, "loss_sem_seg": 0.3479160196147859, "lr": 0.01, "mask_rcnn/accuracy": 0.8769752506265664, "mask_rcnn/false_negative": 0.1006689986884137, "mask_rcnn/false_positive": 0.15282040156511853, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.75, "time": 0.7279099831357598, "total_loss": 1.6841634777265426} {"data_time": 0.010221665725111961, "eta_seconds": 150610.74580211006, "iteration": 64919, "loss_fcos_cls": 0.27837507519870996, "loss_fcos_ctr": 0.6213711304590106, "loss_fcos_loc": 0.20222897175699472, "loss_mask": 0.2970860796049237, "loss_maskiou": 0.006710165034746751, "loss_sem_seg": 0.2928345366381109, "lr": 0.01, "mask_rcnn/accuracy": 0.8572002923976608, "mask_rcnn/false_negative": 0.11219668414077245, "mask_rcnn/false_positive": 0.1462681884937018, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.7245466718450189, "total_loss": 1.6938307586387964} {"data_time": 0.009485015645623207, "eta_seconds": 150576.9826158844, "iteration": 64939, "loss_fcos_cls": 0.26959620509296656, "loss_fcos_ctr": 0.620174266397953, "loss_fcos_loc": 0.2083091897657141, "loss_mask": 0.2804769454523921, "loss_maskiou": 0.005765469195466721, "loss_sem_seg": 0.3270302009768784, "lr": 0.01, "mask_rcnn/accuracy": 0.8847561687963474, "mask_rcnn/false_negative": 0.08681378146595735, "mask_rcnn/false_positive": 0.1502933297587301, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7300226660445333, "total_loss": 1.6993489919987042} {"data_time": 0.009437023662030697, "eta_seconds": 150562.29654855654, "iteration": 64959, "loss_fcos_cls": 0.2713429117575288, "loss_fcos_ctr": 0.6201620725914836, "loss_fcos_loc": 0.20558443758636713, "loss_mask": 0.28375436179339886, "loss_maskiou": 0.006657505422481336, "loss_sem_seg": 0.31372970901429653, "lr": 0.01, "mask_rcnn/accuracy": 0.8620525190274129, "mask_rcnn/false_negative": 0.1091444886639682, "mask_rcnn/false_positive": 0.1683028749400555, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 40.0, "time": 0.7378639793023467, "total_loss": 1.7099260269314982} {"data_time": 0.009234550409018993, "eta_seconds": 150437.33345204033, "iteration": 64979, "loss_fcos_cls": 0.27373618178535253, "loss_fcos_ctr": 0.6230643885210156, "loss_fcos_loc": 0.20721765665803105, "loss_mask": 0.2735266340896487, "loss_maskiou": 0.006201308424351737, "loss_sem_seg": 0.3152289963327348, "lr": 0.01, "mask_rcnn/accuracy": 0.8747462645772595, "mask_rcnn/false_negative": 0.10010188740396248, "mask_rcnn/false_positive": 0.14071645403580757, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7310732007026672, "total_loss": 1.7023895859892946} {"data_time": 0.010188276879489422, "eta_seconds": 150551.99409100972, "iteration": 64999, "loss_fcos_cls": 0.27210472256410867, "loss_fcos_ctr": 0.6209044419229031, "loss_fcos_loc": 0.2068538551684469, "loss_mask": 0.26810435112565756, "loss_maskiou": 0.005856990646861959, "loss_sem_seg": 0.30535917449742556, "lr": 0.01, "mask_rcnn/accuracy": 0.888624462943072, "mask_rcnn/false_negative": 0.08606184769670966, "mask_rcnn/false_positive": 0.1388700600627922, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7669695550575852, "total_loss": 1.6974186902407382} {"data_time": 0.009605047293007374, "eta_seconds": 150518.23834657297, "iteration": 65019, "loss_fcos_cls": 0.26541507756337523, "loss_fcos_ctr": 0.6213810378685594, "loss_fcos_loc": 0.20755137200467288, "loss_mask": 0.26839812844991684, "loss_maskiou": 0.006322586930764373, "loss_sem_seg": 0.3111578393727541, "lr": 0.01, "mask_rcnn/accuracy": 0.8769585780031341, "mask_rcnn/false_negative": 0.09461735143748888, "mask_rcnn/false_positive": 0.12113917127296972, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.25, "time": 0.7265399228781462, "total_loss": 1.7274318458657945} {"data_time": 0.010439694859087467, "eta_seconds": 150503.5522792451, "iteration": 65039, "loss_fcos_cls": 0.276474142097868, "loss_fcos_ctr": 0.6200928189791739, "loss_fcos_loc": 0.20035861851647496, "loss_mask": 0.25483347941190004, "loss_maskiou": 0.005982008027785923, "loss_sem_seg": 0.31016216427087784, "lr": 0.01, "mask_rcnn/accuracy": 0.8924829409222705, "mask_rcnn/false_negative": 0.09417231006337012, "mask_rcnn/false_positive": 0.15041018117833196, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7376388814300299, "total_loss": 1.7006747353298124} {"data_time": 0.010293371975421906, "eta_seconds": 150488.86621191725, "iteration": 65059, "loss_fcos_cls": 0.2796087267342955, "loss_fcos_ctr": 0.6220683734863997, "loss_fcos_loc": 0.21332985488697886, "loss_mask": 0.2752821212634444, "loss_maskiou": 0.006061221531126648, "loss_sem_seg": 0.3011524130124599, "lr": 0.01, "mask_rcnn/accuracy": 0.8697880512749318, "mask_rcnn/false_negative": 0.11054506680306056, "mask_rcnn/false_positive": 0.15503923917427426, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 42.25, "time": 0.7297988636419177, "total_loss": 1.6772738317231415} {"data_time": 0.009719799272716045, "eta_seconds": 150363.9569035638, "iteration": 65079, "loss_fcos_cls": 0.2808646494522691, "loss_fcos_ctr": 0.6182452347129583, "loss_fcos_loc": 0.19341619906481355, "loss_mask": 0.27135240007191896, "loss_maskiou": 0.005957142377155833, "loss_sem_seg": 0.27172329812310636, "lr": 0.01, "mask_rcnn/accuracy": 0.8803938583083117, "mask_rcnn/false_negative": 0.09733569986057043, "mask_rcnn/false_positive": 0.14480498742926678, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.0, "time": 0.7198898550122976, "total_loss": 1.654007942561293} {"data_time": 0.009887059219181538, "eta_seconds": 150343.78801072203, "iteration": 65099, "loss_fcos_cls": 0.27699254150502384, "loss_fcos_ctr": 0.6230154391378164, "loss_fcos_loc": 0.2058381261304021, "loss_mask": 0.25732147693634033, "loss_maskiou": 0.0055034432116372045, "loss_sem_seg": 0.32927457615733147, "lr": 0.01, "mask_rcnn/accuracy": 0.8893660799165402, "mask_rcnn/false_negative": 0.07638041416689512, "mask_rcnn/false_positive": 0.14220504518546, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7331181429326534, "total_loss": 1.719810020236764} {"data_time": 0.009886903688311577, "eta_seconds": 150344.74021922797, "iteration": 65119, "loss_fcos_cls": 0.2770445258356631, "loss_fcos_ctr": 0.6213351096957922, "loss_fcos_loc": 0.21110024896916002, "loss_mask": 0.27660177648067474, "loss_maskiou": 0.006199722174642375, "loss_sem_seg": 0.30839458014816046, "lr": 0.01, "mask_rcnn/accuracy": 0.8863618027856304, "mask_rcnn/false_negative": 0.08967070860674203, "mask_rcnn/false_positive": 0.14715505808589835, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.5, "time": 0.7326527368277311, "total_loss": 1.725043414888205} {"data_time": 0.010020840913057327, "eta_seconds": 150359.12225539237, "iteration": 65139, "loss_fcos_cls": 0.29163016472011805, "loss_fcos_ctr": 0.6239809724502265, "loss_fcos_loc": 0.20900862093549222, "loss_mask": 0.28055676631629467, "loss_maskiou": 0.006182985962368548, "loss_sem_seg": 0.30798555025830865, "lr": 0.01, "mask_rcnn/accuracy": 0.875714521919879, "mask_rcnn/false_negative": 0.0926990303087478, "mask_rcnn/false_positive": 0.16839453733784493, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.75, "time": 0.7438126672059298, "total_loss": 1.7114087234076578} {"data_time": 0.009801708161830902, "eta_seconds": 150510.03336170688, "iteration": 65159, "loss_fcos_cls": 0.26756024500355124, "loss_fcos_ctr": 0.6228269292041659, "loss_fcos_loc": 0.20910762215498835, "loss_mask": 0.28436057176440954, "loss_maskiou": 0.005547087857848965, "loss_sem_seg": 0.31048080511391163, "lr": 0.01, "mask_rcnn/accuracy": 0.8665119064867326, "mask_rcnn/false_negative": 0.08522969003297581, "mask_rcnn/false_positive": 0.17365843246740859, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.75, "time": 0.7333524096757174, "total_loss": 1.7195518659136724} {"data_time": 0.01042124256491661, "eta_seconds": 150495.33805819228, "iteration": 65179, "loss_fcos_cls": 0.26938156550750136, "loss_fcos_ctr": 0.62309689540416, "loss_fcos_loc": 0.21637273801025003, "loss_mask": 0.27725846227258444, "loss_maskiou": 0.006185423262650147, "loss_sem_seg": 0.3078120411373675, "lr": 0.01, "mask_rcnn/accuracy": 0.8859505595726492, "mask_rcnn/false_negative": 0.08691188172551315, "mask_rcnn/false_positive": 0.12015098387050599, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.75, "time": 0.7231652764603496, "total_loss": 1.6810951089064474} {"data_time": 0.010754363611340523, "eta_seconds": 150409.81912089698, "iteration": 65199, "loss_fcos_cls": 0.26917627558577806, "loss_fcos_ctr": 0.6219778694212437, "loss_fcos_loc": 0.20297585683874786, "loss_mask": 0.2781589273363352, "loss_maskiou": 0.0059183980847592466, "loss_sem_seg": 0.31655298499390483, "lr": 0.01, "mask_rcnn/accuracy": 0.8876776517058436, "mask_rcnn/false_negative": 0.10157836034048048, "mask_rcnn/false_positive": 0.14993848647301874, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.7304089069366455, "total_loss": 1.6735707453917712} {"data_time": 0.009841999039053917, "eta_seconds": 150260.46934634726, "iteration": 65219, "loss_fcos_cls": 0.2738416332285851, "loss_fcos_ctr": 0.6221084920689464, "loss_fcos_loc": 0.20270924537908286, "loss_mask": 0.2716026660054922, "loss_maskiou": 0.006075259076169459, "loss_sem_seg": 0.2836033704224974, "lr": 0.01, "mask_rcnn/accuracy": 0.8924717113289085, "mask_rcnn/false_negative": 0.08147640646877746, "mask_rcnn/false_positive": 0.16770791277484678, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.25, "time": 0.7357860980555415, "total_loss": 1.6798477615739102} {"data_time": 0.0102170305326581, "eta_seconds": 150240.36149085965, "iteration": 65239, "loss_fcos_cls": 0.27239655633457005, "loss_fcos_ctr": 0.6195358531549573, "loss_fcos_loc": 0.19967874721623957, "loss_mask": 0.27759395260363817, "loss_maskiou": 0.006287347452598624, "loss_sem_seg": 0.32954180845990777, "lr": 0.01, "mask_rcnn/accuracy": 0.8886414181057039, "mask_rcnn/false_negative": 0.08065751222890448, "mask_rcnn/false_positive": 0.14467610864196728, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7266167337074876, "total_loss": 1.6852965127909556} {"data_time": 0.009204937145113945, "eta_seconds": 150099.66414191108, "iteration": 65259, "loss_fcos_cls": 0.2567357837688178, "loss_fcos_ctr": 0.6217130273580551, "loss_fcos_loc": 0.20057782565709203, "loss_mask": 0.2597184362821281, "loss_maskiou": 0.006275386280321982, "loss_sem_seg": 0.27395399985834956, "lr": 0.01, "mask_rcnn/accuracy": 0.8743952322308233, "mask_rcnn/false_negative": 0.09550846712993201, "mask_rcnn/false_positive": 0.16115425101977154, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.0, "time": 0.733821171335876, "total_loss": 1.6263179465349822} {"data_time": 0.010327030904591084, "eta_seconds": 149905.61330745742, "iteration": 65279, "loss_fcos_cls": 0.268053769832477, "loss_fcos_ctr": 0.6227695494890213, "loss_fcos_loc": 0.19885696773417294, "loss_mask": 0.2791835870593786, "loss_maskiou": 0.006281128153204918, "loss_sem_seg": 0.3213907452300191, "lr": 0.01, "mask_rcnn/accuracy": 0.8806409473132026, "mask_rcnn/false_negative": 0.10906554841905615, "mask_rcnn/false_positive": 0.13188573214595412, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.0, "time": 0.7277038814499974, "total_loss": 1.701691280482919} {"data_time": 0.010627074167132378, "eta_seconds": 149983.6552784862, "iteration": 65299, "loss_fcos_cls": 0.2616763615515083, "loss_fcos_ctr": 0.619448421522975, "loss_fcos_loc": 0.1968953477917239, "loss_mask": 0.2765611382201314, "loss_maskiou": 0.005882000310521107, "loss_sem_seg": 0.304203275591135, "lr": 0.01, "mask_rcnn/accuracy": 0.8861761162425614, "mask_rcnn/false_negative": 0.10230685398411433, "mask_rcnn/false_positive": 0.12796205732774157, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7418190622702241, "total_loss": 1.69792955032608} {"data_time": 0.009893020614981651, "eta_seconds": 150055.67695884313, "iteration": 65319, "loss_fcos_cls": 0.2843046645866707, "loss_fcos_ctr": 0.6240338804200292, "loss_fcos_loc": 0.20823035528883338, "loss_mask": 0.2781396806240082, "loss_maskiou": 0.005759945830504876, "loss_sem_seg": 0.3384230202063918, "lr": 0.01, "mask_rcnn/accuracy": 0.8961337115326458, "mask_rcnn/false_negative": 0.08630571719746993, "mask_rcnn/false_positive": 0.1296954575449633, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.0, "time": 0.7360055074095726, "total_loss": 1.716537346248515} {"data_time": 0.010752404108643532, "eta_seconds": 150118.8010132918, "iteration": 65339, "loss_fcos_cls": 0.2825201731175184, "loss_fcos_ctr": 0.6253050342202187, "loss_fcos_loc": 0.20767100615194067, "loss_mask": 0.2612955365329981, "loss_maskiou": 0.005409274839621503, "loss_sem_seg": 0.3144426019862294, "lr": 0.01, "mask_rcnn/accuracy": 0.8959393385732671, "mask_rcnn/false_negative": 0.07624594690777958, "mask_rcnn/false_positive": 0.12872883205949565, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 37.0, "time": 0.7308335406705737, "total_loss": 1.70414542133949} {"data_time": 0.008882601745426655, "eta_seconds": 149939.69350342546, "iteration": 65359, "loss_fcos_cls": 0.27498738071881235, "loss_fcos_ctr": 0.6224710959941149, "loss_fcos_loc": 0.20340608269907534, "loss_mask": 0.26529395021498203, "loss_maskiou": 0.006234158965526149, "loss_sem_seg": 0.3152232365682721, "lr": 0.01, "mask_rcnn/accuracy": 0.8923358709381811, "mask_rcnn/false_negative": 0.08731061796080741, "mask_rcnn/false_positive": 0.12289013170645074, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.75, "time": 0.723321202211082, "total_loss": 1.6848825194465462} {"data_time": 0.009551886469125748, "eta_seconds": 150011.6897757752, "iteration": 65379, "loss_fcos_cls": 0.26972786779515445, "loss_fcos_ctr": 0.6245550774037838, "loss_fcos_loc": 0.21018357388675213, "loss_mask": 0.26825642213225365, "loss_maskiou": 0.006076556255720789, "loss_sem_seg": 0.3066468818578869, "lr": 0.01, "mask_rcnn/accuracy": 0.8768254805178693, "mask_rcnn/false_negative": 0.09671118976542883, "mask_rcnn/false_positive": 0.16176175307441149, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 36.25, "time": 0.7366753155365586, "total_loss": 1.665606980524899} {"data_time": 0.011318737640976906, "eta_seconds": 150074.79102574755, "iteration": 65399, "loss_fcos_cls": 0.273168291663751, "loss_fcos_ctr": 0.6213155928999186, "loss_fcos_loc": 0.19838470849208534, "loss_mask": 0.28071132651530206, "loss_maskiou": 0.006509171944344416, "loss_sem_seg": 0.30808016937226057, "lr": 0.01, "mask_rcnn/accuracy": 0.8834138119533528, "mask_rcnn/false_negative": 0.10970838713754688, "mask_rcnn/false_positive": 0.13605945416211576, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7461915845051408, "total_loss": 1.7110336195328273} {"data_time": 0.009469999000430107, "eta_seconds": 149982.36498706322, "iteration": 65419, "loss_fcos_cls": 0.2691597833763808, "loss_fcos_ctr": 0.62465148139745, "loss_fcos_loc": 0.21295873750932515, "loss_mask": 0.2809985000640154, "loss_maskiou": 0.006055691010260489, "loss_sem_seg": 0.28434996120631695, "lr": 0.01, "mask_rcnn/accuracy": 0.8790302305132579, "mask_rcnn/false_negative": 0.0909959244634243, "mask_rcnn/false_positive": 0.14535105079694122, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.7296705115586519, "total_loss": 1.6957076016406063} {"data_time": 0.010374386794865131, "eta_seconds": 149744.70854379795, "iteration": 65439, "loss_fcos_cls": 0.2643339594360441, "loss_fcos_ctr": 0.6202822793275118, "loss_fcos_loc": 0.20702302624704316, "loss_mask": 0.27803550381213427, "loss_maskiou": 0.006137290605693124, "loss_sem_seg": 0.3042692136950791, "lr": 0.01, "mask_rcnn/accuracy": 0.877140368342459, "mask_rcnn/false_negative": 0.10868711579804625, "mask_rcnn/false_positive": 0.13491506984105717, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.7413773322477937, "total_loss": 1.6877090355555993} {"data_time": 0.009647902101278305, "eta_seconds": 149693.80767572392, "iteration": 65459, "loss_fcos_cls": 0.2753703962662257, "loss_fcos_ctr": 0.6232554521411657, "loss_fcos_loc": 0.19943343341583386, "loss_mask": 0.26779883122071624, "loss_maskiou": 0.005715380166293471, "loss_sem_seg": 0.2836233736015856, "lr": 0.01, "mask_rcnn/accuracy": 0.9046538833907056, "mask_rcnn/false_negative": 0.09175958372947113, "mask_rcnn/false_positive": 0.10927684338081586, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7208146760240197, "total_loss": 1.677713768745889} {"data_time": 0.010124157182872295, "eta_seconds": 149679.17062909994, "iteration": 65479, "loss_fcos_cls": 0.26876985211856663, "loss_fcos_ctr": 0.6217605881392956, "loss_fcos_loc": 0.2066700354916975, "loss_mask": 0.2783281812444329, "loss_maskiou": 0.005843808932695538, "loss_sem_seg": 0.30776743218302727, "lr": 0.01, "mask_rcnn/accuracy": 0.8665836572724328, "mask_rcnn/false_negative": 0.10745131165621188, "mask_rcnn/false_positive": 0.15787739509820675, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7240790156647563, "total_loss": 1.7130344119286747} {"data_time": 0.01006429921835661, "eta_seconds": 149700.78676734678, "iteration": 65499, "loss_fcos_cls": 0.27349630603566766, "loss_fcos_ctr": 0.6228078696876764, "loss_fcos_loc": 0.2039972534403205, "loss_mask": 0.27288553677499294, "loss_maskiou": 0.006001648027449846, "loss_sem_seg": 0.3313263924792409, "lr": 0.01, "mask_rcnn/accuracy": 0.8620259865645485, "mask_rcnn/false_negative": 0.10555533718162788, "mask_rcnn/false_positive": 0.16736274796068934, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7304911781102419, "total_loss": 1.7057430934364675} {"data_time": 0.010414967313408852, "eta_seconds": 149617.41737394314, "iteration": 65519, "loss_fcos_cls": 0.26826657773926854, "loss_fcos_ctr": 0.6220861705951393, "loss_fcos_loc": 0.20504763745702803, "loss_mask": 0.277883542701602, "loss_maskiou": 0.005792257979919668, "loss_sem_seg": 0.2826256863772869, "lr": 0.01, "mask_rcnn/accuracy": 0.8877119238843862, "mask_rcnn/false_negative": 0.07876046501586383, "mask_rcnn/false_positive": 0.14413742499787302, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 38.0, "time": 0.7279825806617737, "total_loss": 1.6747963725938462} {"data_time": 0.009935704059898853, "eta_seconds": 149638.52784343157, "iteration": 65539, "loss_fcos_cls": 0.2657215038780123, "loss_fcos_ctr": 0.6215194454416633, "loss_fcos_loc": 0.20492101181298494, "loss_mask": 0.29168123845010996, "loss_maskiou": 0.005924006836721674, "loss_sem_seg": 0.2939715248066932, "lr": 0.01, "mask_rcnn/accuracy": 0.8760540674603174, "mask_rcnn/false_negative": 0.10164728479924473, "mask_rcnn/false_positive": 0.13191141050662164, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.75, "time": 0.7379377009347081, "total_loss": 1.7383487729312037} {"data_time": 0.009628774598240852, "eta_seconds": 149656.8649908956, "iteration": 65559, "loss_fcos_cls": 0.27238744543865323, "loss_fcos_ctr": 0.6223818808794022, "loss_fcos_loc": 0.20741053484380245, "loss_mask": 0.28104916121810675, "loss_maskiou": 0.006604296766454354, "loss_sem_seg": 0.3317681048065424, "lr": 0.01, "mask_rcnn/accuracy": 0.8901847432521396, "mask_rcnn/false_negative": 0.09900383540769483, "mask_rcnn/false_positive": 0.11183768755518411, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7474517300724983, "total_loss": 1.718463643672294} {"data_time": 0.01025903970003128, "eta_seconds": 149573.51576429512, "iteration": 65579, "loss_fcos_cls": 0.2683838493539952, "loss_fcos_ctr": 0.622133526019752, "loss_fcos_loc": 0.20621202851179987, "loss_mask": 0.2606819341890514, "loss_maskiou": 0.005629803752526641, "loss_sem_seg": 0.29295892361551523, "lr": 0.01, "mask_rcnn/accuracy": 0.871751519756839, "mask_rcnn/false_negative": 0.08273746546047764, "mask_rcnn/false_positive": 0.14053909029031814, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7274921741336584, "total_loss": 1.6815963285480393} {"data_time": 0.009793046861886978, "eta_seconds": 149690.90833725128, "iteration": 65599, "loss_fcos_cls": 0.28831236716359854, "loss_fcos_ctr": 0.6210171217098832, "loss_fcos_loc": 0.2069875820307061, "loss_mask": 0.27838394325226545, "loss_maskiou": 0.006223229676834308, "loss_sem_seg": 0.31246968684718013, "lr": 0.01, "mask_rcnn/accuracy": 0.875314736284124, "mask_rcnn/false_negative": 0.09749783434347153, "mask_rcnn/false_positive": 0.12802995441423845, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.0, "time": 0.731793811544776, "total_loss": 1.7101623402832047} {"data_time": 0.00977052841335535, "eta_seconds": 149612.94321444444, "iteration": 65619, "loss_fcos_cls": 0.2698127650655806, "loss_fcos_ctr": 0.619898553006351, "loss_fcos_loc": 0.20408204768318683, "loss_mask": 0.27563062589615583, "loss_maskiou": 0.006631288917560596, "loss_sem_seg": 0.28503257618285716, "lr": 0.01, "mask_rcnn/accuracy": 0.8748361013986015, "mask_rcnn/false_negative": 0.0928395520954651, "mask_rcnn/false_positive": 0.15071212284201282, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7258209800347686, "total_loss": 1.6761312744929455} {"data_time": 0.009922207333147526, "eta_seconds": 149565.34101178963, "iteration": 65639, "loss_fcos_cls": 0.2643312495201826, "loss_fcos_ctr": 0.619611453730613, "loss_fcos_loc": 0.18899631954263896, "loss_mask": 0.2562541700899601, "loss_maskiou": 0.005747423667344265, "loss_sem_seg": 0.2783740204758942, "lr": 0.01, "mask_rcnn/accuracy": 0.8844944874501525, "mask_rcnn/false_negative": 0.1146140337923963, "mask_rcnn/false_positive": 0.12511531578692714, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7232890417799354, "total_loss": 1.6307556332249078} {"data_time": 0.010233743116259575, "eta_seconds": 149583.66203014366, "iteration": 65659, "loss_fcos_cls": 0.28302875719964504, "loss_fcos_ctr": 0.6229100828059018, "loss_fcos_loc": 0.20499924500472844, "loss_mask": 0.279664721339941, "loss_maskiou": 0.005845960207807366, "loss_sem_seg": 0.3427998065017164, "lr": 0.01, "mask_rcnn/accuracy": 0.8847421385689522, "mask_rcnn/false_negative": 0.11568201459485025, "mask_rcnn/false_positive": 0.13089265925046828, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7536500692367554, "total_loss": 1.7724850391678046} {"data_time": 0.00984219927340746, "eta_seconds": 149672.71130550094, "iteration": 65679, "loss_fcos_cls": 0.28027816489338875, "loss_fcos_ctr": 0.6229645498096943, "loss_fcos_loc": 0.20999027835205197, "loss_mask": 0.2757898517884314, "loss_maskiou": 0.006484950179583393, "loss_sem_seg": 0.3145930850878358, "lr": 0.01, "mask_rcnn/accuracy": 0.8741414552572181, "mask_rcnn/false_negative": 0.11092435813660587, "mask_rcnn/false_positive": 0.15369859464988042, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7302759326994419, "total_loss": 1.7140638555865735} {"data_time": 0.010159610770642757, "eta_seconds": 149617.67439596076, "iteration": 65699, "loss_fcos_cls": 0.28642059047706425, "loss_fcos_ctr": 0.6247772891074419, "loss_fcos_loc": 0.21174461441114545, "loss_mask": 0.2933356622233987, "loss_maskiou": 0.005976659167572507, "loss_sem_seg": 0.3354648402892053, "lr": 0.01, "mask_rcnn/accuracy": 0.8547254616132167, "mask_rcnn/false_negative": 0.10860802437817815, "mask_rcnn/false_positive": 0.18072977666477905, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7288886327296495, "total_loss": 1.7524170126125682} {"data_time": 0.010550114326179028, "eta_seconds": 149539.7402536925, "iteration": 65719, "loss_fcos_cls": 0.2832982251420617, "loss_fcos_ctr": 0.6207772032357752, "loss_fcos_loc": 0.1969618028961122, "loss_mask": 0.26397479604929686, "loss_maskiou": 0.006194013956701383, "loss_sem_seg": 0.34563408698886633, "lr": 0.01, "mask_rcnn/accuracy": 0.8728815439219166, "mask_rcnn/false_negative": 0.0960486087023121, "mask_rcnn/false_positive": 0.14753122684258302, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 23.5, "time": 0.7288346299901605, "total_loss": 1.6833701293871854} {"data_time": 0.010292199440300465, "eta_seconds": 149525.0996615421, "iteration": 65739, "loss_fcos_cls": 0.28815957391634583, "loss_fcos_ctr": 0.6201220089569688, "loss_fcos_loc": 0.2046521648298949, "loss_mask": 0.2714092507958412, "loss_maskiou": 0.0064118320879060775, "loss_sem_seg": 0.34068439342081547, "lr": 0.01, "mask_rcnn/accuracy": 0.894881762228701, "mask_rcnn/false_negative": 0.07427895053076647, "mask_rcnn/false_positive": 0.15504076444333548, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.0, "time": 0.7261184556409717, "total_loss": 1.7548251797270495} {"data_time": 0.009256318211555481, "eta_seconds": 149474.2519763643, "iteration": 65759, "loss_fcos_cls": 0.2962040526326746, "loss_fcos_ctr": 0.6238142237998545, "loss_fcos_loc": 0.20788611541502178, "loss_mask": 0.28703222423791885, "loss_maskiou": 0.0063806218531681225, "loss_sem_seg": 0.3482296862639487, "lr": 0.01, "mask_rcnn/accuracy": 0.892532040969541, "mask_rcnn/false_negative": 0.11128192595397418, "mask_rcnn/false_positive": 0.10373854497303858, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7257329495623708, "total_loss": 1.7979766067473975} {"data_time": 0.010565894655883312, "eta_seconds": 149396.78399438784, "iteration": 65779, "loss_fcos_cls": 0.29019306460395455, "loss_fcos_ctr": 0.6198564311489463, "loss_fcos_loc": 0.1998540322529152, "loss_mask": 0.2858414789661765, "loss_maskiou": 0.007229476468637586, "loss_sem_seg": 0.31445736321620643, "lr": 0.01, "mask_rcnn/accuracy": 0.8622005428111094, "mask_rcnn/false_negative": 0.08886488215780582, "mask_rcnn/false_positive": 0.1737597081794797, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.7326816273853183, "total_loss": 1.7385824839002453} {"data_time": 0.010068090632557869, "eta_seconds": 149448.24208116252, "iteration": 65799, "loss_fcos_cls": 0.28214516094885767, "loss_fcos_ctr": 0.6230241348966956, "loss_fcos_loc": 0.2145981159992516, "loss_mask": 0.28040747065097094, "loss_maskiou": 0.006246967335755471, "loss_sem_seg": 0.3037172365002334, "lr": 0.01, "mask_rcnn/accuracy": 0.8705914742946359, "mask_rcnn/false_negative": 0.09390190863119673, "mask_rcnn/false_positive": 0.15834371058674387, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.25, "time": 0.7516394583508372, "total_loss": 1.7178187631361652} {"data_time": 0.009963054209947586, "eta_seconds": 149601.379737325, "iteration": 65819, "loss_fcos_cls": 0.2799769454286434, "loss_fcos_ctr": 0.6227644346654415, "loss_fcos_loc": 0.20451032929122448, "loss_mask": 0.28594254702329636, "loss_maskiou": 0.006712257367325947, "loss_sem_seg": 0.283372500911355, "lr": 0.01, "mask_rcnn/accuracy": 0.8614733581402486, "mask_rcnn/false_negative": 0.11307414626130052, "mask_rcnn/false_positive": 0.15108578088046973, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 38.25, "time": 0.7432486247271299, "total_loss": 1.742431699341978} {"data_time": 0.010953439399600029, "eta_seconds": 149524.46866944712, "iteration": 65839, "loss_fcos_cls": 0.26329127768985927, "loss_fcos_ctr": 0.6209464827552438, "loss_fcos_loc": 0.20273612812161446, "loss_mask": 0.26899048453196883, "loss_maskiou": 0.005410016306996113, "loss_sem_seg": 0.2881974554620683, "lr": 0.01, "mask_rcnn/accuracy": 0.9149951062859658, "mask_rcnn/false_negative": 0.08044192864458043, "mask_rcnn/false_positive": 0.10795318295726107, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.0, "time": 0.727460996247828, "total_loss": 1.6545387469959678} {"data_time": 0.009363693185150623, "eta_seconds": 149720.82955662813, "iteration": 65859, "loss_fcos_cls": 0.27853099815547466, "loss_fcos_ctr": 0.6227444158867002, "loss_fcos_loc": 0.20543562551029027, "loss_mask": 0.2727422006428242, "loss_maskiou": 0.006095477583585307, "loss_sem_seg": 0.3101050779223442, "lr": 0.01, "mask_rcnn/accuracy": 0.8804018402232687, "mask_rcnn/false_negative": 0.10399269740728505, "mask_rcnn/false_positive": 0.14005620228362006, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.5, "time": 0.7556875934824347, "total_loss": 1.7160194550233427} {"data_time": 0.009846653789281845, "eta_seconds": 149798.576848994, "iteration": 65879, "loss_fcos_cls": 0.26930196466855705, "loss_fcos_ctr": 0.6202308889478445, "loss_fcos_loc": 0.20757624274119735, "loss_mask": 0.27024640096351504, "loss_maskiou": 0.005601229713647626, "loss_sem_seg": 0.34227181831374764, "lr": 0.01, "mask_rcnn/accuracy": 0.8664993341086434, "mask_rcnn/false_negative": 0.10363724900828153, "mask_rcnn/false_positive": 0.14270099142507886, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.25, "time": 0.7464599888771772, "total_loss": 1.7446126365102828} {"data_time": 0.009728510864078999, "eta_seconds": 149771.18870151602, "iteration": 65899, "loss_fcos_cls": 0.26618279702961445, "loss_fcos_ctr": 0.6211022371426225, "loss_fcos_loc": 0.20673008111771196, "loss_mask": 0.2864320119842887, "loss_maskiou": 0.00673430621100124, "loss_sem_seg": 0.31682331999763846, "lr": 0.01, "mask_rcnn/accuracy": 0.8677182898475846, "mask_rcnn/false_negative": 0.11243213611921143, "mask_rcnn/false_positive": 0.1313394555274967, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 39.0, "time": 0.7145983232185245, "total_loss": 1.7555489591613878} {"data_time": 0.010107249952852726, "eta_seconds": 149756.5125177931, "iteration": 65919, "loss_fcos_cls": 0.27699925610795617, "loss_fcos_ctr": 0.6246938034892082, "loss_fcos_loc": 0.21167611051350832, "loss_mask": 0.278540899977088, "loss_maskiou": 0.006088010348321404, "loss_sem_seg": 0.30327534256502986, "lr": 0.01, "mask_rcnn/accuracy": 0.8924551759373188, "mask_rcnn/false_negative": 0.10627870872092729, "mask_rcnn/false_positive": 0.13175667953173797, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7153294831514359, "total_loss": 1.6659185214193712} {"data_time": 0.010478276759386063, "eta_seconds": 149723.2868341254, "iteration": 65939, "loss_fcos_cls": 0.2673235069960356, "loss_fcos_ctr": 0.6216191556304693, "loss_fcos_loc": 0.20452469075098634, "loss_mask": 0.2788326209411025, "loss_maskiou": 0.006268728888244368, "loss_sem_seg": 0.26146529475227, "lr": 0.01, "mask_rcnn/accuracy": 0.8838438347366919, "mask_rcnn/false_negative": 0.07563964215444177, "mask_rcnn/false_positive": 0.13923315014844292, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7228640671819448, "total_loss": 1.6447217389795696} {"data_time": 0.009984801523387432, "eta_seconds": 149708.6124684373, "iteration": 65959, "loss_fcos_cls": 0.2732726854737848, "loss_fcos_ctr": 0.6224718373268843, "loss_fcos_loc": 0.20209131797309965, "loss_mask": 0.27359791565686464, "loss_maskiou": 0.006112536459113471, "loss_sem_seg": 0.28680022014304996, "lr": 0.01, "mask_rcnn/accuracy": 0.8586261963628845, "mask_rcnn/false_negative": 0.10706072023006871, "mask_rcnn/false_positive": 0.17256365328830514, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.0, "time": 0.7496793456375599, "total_loss": 1.691631095520279} {"data_time": 0.009209501557052135, "eta_seconds": 149675.55013665464, "iteration": 65979, "loss_fcos_cls": 0.27517966041341424, "loss_fcos_ctr": 0.620025328360498, "loss_fcos_loc": 0.19486377923749387, "loss_mask": 0.2785376440733671, "loss_maskiou": 0.0060706398653564975, "loss_sem_seg": 0.32188526913523674, "lr": 0.01, "mask_rcnn/accuracy": 0.8756067784256559, "mask_rcnn/false_negative": 0.09486013367150117, "mask_rcnn/false_positive": 0.1600653249271446, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.7235288796946406, "total_loss": 1.6777252760075498} {"data_time": 0.00997796468436718, "eta_seconds": 149429.16867104825, "iteration": 65999, "loss_fcos_cls": 0.2749335780972615, "loss_fcos_ctr": 0.6229767659679055, "loss_fcos_loc": 0.20414452766999602, "loss_mask": 0.26765349321067333, "loss_maskiou": 0.006063326392904855, "loss_sem_seg": 0.3345540447626263, "lr": 0.01, "mask_rcnn/accuracy": 0.8910320345604985, "mask_rcnn/false_negative": 0.08194054547356061, "mask_rcnn/false_positive": 0.12563493354968597, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.5, "time": 0.733365255407989, "total_loss": 1.7074718047733768} {"data_time": 0.010428197681903839, "eta_seconds": 149505.20296097733, "iteration": 66019, "loss_fcos_cls": 0.26359904115088284, "loss_fcos_ctr": 0.6243756338953972, "loss_fcos_loc": 0.20426681579556316, "loss_mask": 0.26604222785681486, "loss_maskiou": 0.006115589960245416, "loss_sem_seg": 0.3489098851568997, "lr": 0.01, "mask_rcnn/accuracy": 0.87984470103831, "mask_rcnn/false_negative": 0.09867440268766263, "mask_rcnn/false_positive": 0.14797873173620604, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.25, "time": 0.7293157456442714, "total_loss": 1.7163968099994236} {"data_time": 0.011869160458445549, "eta_seconds": 149243.0021616798, "iteration": 66039, "loss_fcos_cls": 0.2707985360175371, "loss_fcos_ctr": 0.6235308973118663, "loss_fcos_loc": 0.213731967844069, "loss_mask": 0.26830971240997314, "loss_maskiou": 0.005723054404370487, "loss_sem_seg": 0.2905052499845624, "lr": 0.01, "mask_rcnn/accuracy": 0.8924166316010941, "mask_rcnn/false_negative": 0.1056863163701725, "mask_rcnn/false_positive": 0.12649076214641525, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.75, "time": 0.7180719394236803, "total_loss": 1.700880747564952} {"data_time": 0.00873301550745964, "eta_seconds": 149385.21913099568, "iteration": 66059, "loss_fcos_cls": 0.2973240655846894, "loss_fcos_ctr": 0.6233393978327513, "loss_fcos_loc": 0.20783813018351793, "loss_mask": 0.2768409443087876, "loss_maskiou": 0.005680255650077015, "loss_sem_seg": 0.33384533505886793, "lr": 0.01, "mask_rcnn/accuracy": 0.8733640293466784, "mask_rcnn/false_negative": 0.1277198287265228, "mask_rcnn/false_positive": 0.13760565229119448, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7471609758213162, "total_loss": 1.734468548806035} {"data_time": 0.009672647342085838, "eta_seconds": 149510.96333855484, "iteration": 66079, "loss_fcos_cls": 0.2802339419722557, "loss_fcos_ctr": 0.6246533859521151, "loss_fcos_loc": 0.21519220795016736, "loss_mask": 0.2840282190591097, "loss_maskiou": 0.006597311607038137, "loss_sem_seg": 0.28514102729968727, "lr": 0.01, "mask_rcnn/accuracy": 0.8678632418970905, "mask_rcnn/false_negative": 0.10915408789913411, "mask_rcnn/false_positive": 0.13040943364294622, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.25, "time": 0.7355135018005967, "total_loss": 1.707369395524438} {"data_time": 0.009556610137224197, "eta_seconds": 149431.33385301288, "iteration": 66099, "loss_fcos_cls": 0.27156043122522533, "loss_fcos_ctr": 0.6232408923096955, "loss_fcos_loc": 0.20855666312854737, "loss_mask": 0.2787623107433319, "loss_maskiou": 0.006102442239352968, "loss_sem_seg": 0.281203699298203, "lr": 0.01, "mask_rcnn/accuracy": 0.8678628063194389, "mask_rcnn/false_negative": 0.0991455074624231, "mask_rcnn/false_positive": 0.12101152536339992, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 34.5, "time": 0.720158358104527, "total_loss": 1.6886892404145328} {"data_time": 0.010172907263040543, "eta_seconds": 149328.56573793106, "iteration": 66119, "loss_fcos_cls": 0.27137519232928753, "loss_fcos_ctr": 0.6206343695521355, "loss_fcos_loc": 0.19732516747899354, "loss_mask": 0.2891778531484306, "loss_maskiou": 0.006012693062075414, "loss_sem_seg": 0.3055858095176518, "lr": 0.01, "mask_rcnn/accuracy": 0.8740751496630774, "mask_rcnn/false_negative": 0.08717338561494914, "mask_rcnn/false_positive": 0.1352653281292334, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7298682006075978, "total_loss": 1.7239949772556429} {"data_time": 0.00970447901636362, "eta_seconds": 149196.86291473173, "iteration": 66139, "loss_fcos_cls": 0.27147235022857785, "loss_fcos_ctr": 0.6197260110639036, "loss_fcos_loc": 0.2059134382288903, "loss_mask": 0.28453883063048124, "loss_maskiou": 0.006246599499718286, "loss_sem_seg": 0.3192298047943041, "lr": 0.01, "mask_rcnn/accuracy": 0.8835750560922196, "mask_rcnn/false_negative": 0.09849106492335247, "mask_rcnn/false_positive": 0.1602650164062915, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.5, "time": 0.7315717963501811, "total_loss": 1.685023061814718} {"data_time": 0.009002388454973698, "eta_seconds": 149085.6779919304, "iteration": 66159, "loss_fcos_cls": 0.29245864134281874, "loss_fcos_ctr": 0.6236071889288723, "loss_fcos_loc": 0.2190741398371756, "loss_mask": 0.283033175393939, "loss_maskiou": 0.006124401392298751, "loss_sem_seg": 0.3285214479546994, "lr": 0.01, "mask_rcnn/accuracy": 0.8579997824045443, "mask_rcnn/false_negative": 0.11424927447200406, "mask_rcnn/false_positive": 0.15516711615724466, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.25, "time": 0.7243956914171576, "total_loss": 1.7494953227505903} {"data_time": 0.010359266772866249, "eta_seconds": 149137.78778352682, "iteration": 66179, "loss_fcos_cls": 0.28276040800847113, "loss_fcos_ctr": 0.6200528498739004, "loss_fcos_loc": 0.21055043663363904, "loss_mask": 0.275107866153121, "loss_maskiou": 0.005921194097027183, "loss_sem_seg": 0.2913153573172167, "lr": 0.01, "mask_rcnn/accuracy": 0.8866599965674342, "mask_rcnn/false_negative": 0.10791348451668681, "mask_rcnn/false_positive": 0.14824803803156322, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 39.5, "time": 0.7400954775512218, "total_loss": 1.680843430232926} {"data_time": 0.010048962198197842, "eta_seconds": 149146.92090698425, "iteration": 66199, "loss_fcos_cls": 0.2721420777961612, "loss_fcos_ctr": 0.6212909463793039, "loss_fcos_loc": 0.20092486403882504, "loss_mask": 0.2825061623007059, "loss_maskiou": 0.006319674983387813, "loss_sem_seg": 0.34299751417711377, "lr": 0.01, "mask_rcnn/accuracy": 0.8765653476244609, "mask_rcnn/false_negative": 0.10401753936262581, "mask_rcnn/false_positive": 0.13951452658283114, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.734201624058187, "total_loss": 1.7306386969139567} {"data_time": 0.009799914434552193, "eta_seconds": 149154.99776226282, "iteration": 66219, "loss_fcos_cls": 0.2798513565212488, "loss_fcos_ctr": 0.6225770832970738, "loss_fcos_loc": 0.2044090968556702, "loss_mask": 0.2619813857600093, "loss_maskiou": 0.005840782483574003, "loss_sem_seg": 0.3552934555336833, "lr": 0.01, "mask_rcnn/accuracy": 0.8793912673765159, "mask_rcnn/false_negative": 0.09178546140634719, "mask_rcnn/false_positive": 0.13137917705218183, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.25, "time": 0.7364393686875701, "total_loss": 1.7474889985314803} {"data_time": 0.009640277363359928, "eta_seconds": 149240.67413504235, "iteration": 66239, "loss_fcos_cls": 0.2754635736346245, "loss_fcos_ctr": 0.6213441391009837, "loss_fcos_loc": 0.20385278575122356, "loss_mask": 0.29585005063563585, "loss_maskiou": 0.006324679488898255, "loss_sem_seg": 0.3151092315092683, "lr": 0.01, "mask_rcnn/accuracy": 0.8786509168884946, "mask_rcnn/false_negative": 0.0941458925045078, "mask_rcnn/false_positive": 0.15358478063521708, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.733393688686192, "total_loss": 1.7656636529281968} {"data_time": 0.009672057814896107, "eta_seconds": 149314.0759022599, "iteration": 66259, "loss_fcos_cls": 0.293171348515898, "loss_fcos_ctr": 0.6212873859331012, "loss_fcos_loc": 0.20178603345993906, "loss_mask": 0.26570010371506214, "loss_maskiou": 0.0071321022405754775, "loss_sem_seg": 0.30547473998740315, "lr": 0.01, "mask_rcnn/accuracy": 0.8820680085220902, "mask_rcnn/false_negative": 0.10072577507824598, "mask_rcnn/false_positive": 0.1364843779729342, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7468470241874456, "total_loss": 1.706033978945925} {"data_time": 0.00938580371439457, "eta_seconds": 149211.37693407945, "iteration": 66279, "loss_fcos_cls": 0.28517536260187626, "loss_fcos_ctr": 0.6233629332855344, "loss_fcos_loc": 0.20571774221025407, "loss_mask": 0.26946088671684265, "loss_maskiou": 0.005700578272808343, "loss_sem_seg": 0.29463576432317495, "lr": 0.01, "mask_rcnn/accuracy": 0.872033376215481, "mask_rcnn/false_negative": 0.0947850455500081, "mask_rcnn/false_positive": 0.15187866568453096, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7136728139594197, "total_loss": 1.6873344069899758} {"data_time": 0.010327852331101894, "eta_seconds": 149002.50793470256, "iteration": 66299, "loss_fcos_cls": 0.2770403327886015, "loss_fcos_ctr": 0.6224884619005024, "loss_fcos_loc": 0.20158837013877928, "loss_mask": 0.2786169173195958, "loss_maskiou": 0.006100021877500694, "loss_sem_seg": 0.315828918479383, "lr": 0.01, "mask_rcnn/accuracy": 0.8837518535739419, "mask_rcnn/false_negative": 0.09123986006522548, "mask_rcnn/false_positive": 0.1345944270663088, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.5, "time": 0.7231443487107754, "total_loss": 1.7099887848380604} {"data_time": 0.009513274766504765, "eta_seconds": 149057.2702742312, "iteration": 66319, "loss_fcos_cls": 0.27100411950959824, "loss_fcos_ctr": 0.6261766068637371, "loss_fcos_loc": 0.217733544530347, "loss_mask": 0.2795503819361329, "loss_maskiou": 0.006631319396547042, "loss_sem_seg": 0.31654014764353633, "lr": 0.01, "mask_rcnn/accuracy": 0.8796303761706958, "mask_rcnn/false_negative": 0.10457956163910201, "mask_rcnn/false_positive": 0.1350324468856099, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7524741692468524, "total_loss": 1.7122645003764774} {"data_time": 0.009486337192356586, "eta_seconds": 149085.58467773627, "iteration": 66339, "loss_fcos_cls": 0.27318924805149436, "loss_fcos_ctr": 0.6202370137907565, "loss_fcos_loc": 0.20336874993517995, "loss_mask": 0.26143613550812006, "loss_maskiou": 0.00628888959181495, "loss_sem_seg": 0.32427695160731673, "lr": 0.01, "mask_rcnn/accuracy": 0.8853149295432459, "mask_rcnn/false_negative": 0.10166091044209827, "mask_rcnn/false_positive": 0.11812921886790351, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.25, "time": 0.7457449352368712, "total_loss": 1.6737791296181967} {"data_time": 0.010181528516113758, "eta_seconds": 149251.7140272148, "iteration": 66359, "loss_fcos_cls": 0.2781176660209894, "loss_fcos_ctr": 0.6220182133838534, "loss_fcos_loc": 0.21312992670573294, "loss_mask": 0.26815594267100096, "loss_maskiou": 0.006036268707248382, "loss_sem_seg": 0.32507789973169565, "lr": 0.01, "mask_rcnn/accuracy": 0.8928194261575598, "mask_rcnn/false_negative": 0.09578043188696825, "mask_rcnn/false_positive": 0.1494763266488795, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7339609498158097, "total_loss": 1.68930693884613} {"data_time": 0.010097956284880638, "eta_seconds": 149254.56393116433, "iteration": 66379, "loss_fcos_cls": 0.2775974562391639, "loss_fcos_ctr": 0.6226547099649906, "loss_fcos_loc": 0.20373027585446835, "loss_mask": 0.27207924891263247, "loss_maskiou": 0.0063989640402724035, "loss_sem_seg": 0.3166683977469802, "lr": 0.01, "mask_rcnn/accuracy": 0.8974948816341896, "mask_rcnn/false_negative": 0.09518620440964137, "mask_rcnn/false_positive": 0.12139508912867428, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.5, "time": 0.7396111022680998, "total_loss": 1.7260991189687047} {"data_time": 0.010612031444907188, "eta_seconds": 149258.4121487299, "iteration": 66399, "loss_fcos_cls": 0.2823847040999681, "loss_fcos_ctr": 0.6235673106275499, "loss_fcos_loc": 0.20324839651584625, "loss_mask": 0.2828629156574607, "loss_maskiou": 0.006159918179037049, "loss_sem_seg": 0.3370582419447601, "lr": 0.01, "mask_rcnn/accuracy": 0.8824938066009496, "mask_rcnn/false_negative": 0.09813076849218316, "mask_rcnn/false_positive": 0.15109778313641103, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.5, "time": 0.7488607428967953, "total_loss": 1.7159842039545765} {"data_time": 0.009607823565602303, "eta_seconds": 149225.24385829736, "iteration": 66419, "loss_fcos_cls": 0.27421687659807503, "loss_fcos_ctr": 0.6225636266171932, "loss_fcos_loc": 0.19960185803938657, "loss_mask": 0.2688062731176615, "loss_maskiou": 0.00644646817818284, "loss_sem_seg": 0.3101312967482954, "lr": 0.01, "mask_rcnn/accuracy": 0.9024827293518497, "mask_rcnn/false_negative": 0.07980365953971466, "mask_rcnn/false_positive": 0.11499341330989081, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.728723281994462, "total_loss": 1.6869964793004328} {"data_time": 0.01002032682299614, "eta_seconds": 149060.30205123872, "iteration": 66439, "loss_fcos_cls": 0.2778959493152797, "loss_fcos_ctr": 0.6254920167848468, "loss_fcos_loc": 0.21157302800565958, "loss_mask": 0.28219789918512106, "loss_maskiou": 0.005704800700186752, "loss_sem_seg": 0.3142782002687454, "lr": 0.01, "mask_rcnn/accuracy": 0.864611571234362, "mask_rcnn/false_negative": 0.11369809369306816, "mask_rcnn/false_positive": 0.14402775766470297, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 48.25, "time": 0.7248144960030913, "total_loss": 1.7306907098027295} {"data_time": 0.010924035683274269, "eta_seconds": 148997.74129995983, "iteration": 66459, "loss_fcos_cls": 0.28528861864469945, "loss_fcos_ctr": 0.6247050426900387, "loss_fcos_loc": 0.2166026730556041, "loss_mask": 0.2786676390096545, "loss_maskiou": 0.00673425525019411, "loss_sem_seg": 0.3515234482474625, "lr": 0.01, "mask_rcnn/accuracy": 0.8902840220246515, "mask_rcnn/false_negative": 0.08664022975448635, "mask_rcnn/false_positive": 0.1339812287675219, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.5, "time": 0.7196413958445191, "total_loss": 1.7343644780485192} {"data_time": 0.009227767586708069, "eta_seconds": 149163.76412673667, "iteration": 66479, "loss_fcos_cls": 0.2696995495352894, "loss_fcos_ctr": 0.6200756523758173, "loss_fcos_loc": 0.20509680244140327, "loss_mask": 0.27984651643782854, "loss_maskiou": 0.005993293132632971, "loss_sem_seg": 0.33108183764852583, "lr": 0.01, "mask_rcnn/accuracy": 0.8700051189522214, "mask_rcnn/false_negative": 0.09644493166137025, "mask_rcnn/false_positive": 0.14998622116965393, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7367905918508768, "total_loss": 1.7395330079234554} {"data_time": 0.010454748757183552, "eta_seconds": 149166.6037125634, "iteration": 66499, "loss_fcos_cls": 0.2841550251469016, "loss_fcos_ctr": 0.6203853073529899, "loss_fcos_loc": 0.20069404831156135, "loss_mask": 0.27879707934334874, "loss_maskiou": 0.006188176368596032, "loss_sem_seg": 0.36259631277062, "lr": 0.01, "mask_rcnn/accuracy": 0.8750382316958404, "mask_rcnn/false_negative": 0.10322595836660675, "mask_rcnn/false_positive": 0.15844270234749006, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.75, "time": 0.7340552750974894, "total_loss": 1.7443714638793608} {"data_time": 0.009700920432806015, "eta_seconds": 149001.72096662968, "iteration": 66519, "loss_fcos_cls": 0.26851437939330935, "loss_fcos_ctr": 0.6219217302277684, "loss_fcos_loc": 0.20831701648421586, "loss_mask": 0.26716562639921904, "loss_maskiou": 0.005768634764535818, "loss_sem_seg": 0.3371348795481026, "lr": 0.01, "mask_rcnn/accuracy": 0.883153453689168, "mask_rcnn/false_negative": 0.09181251399963003, "mask_rcnn/false_positive": 0.12938511463896907, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 23.75, "time": 0.7171785226091743, "total_loss": 1.7140051394308102} {"data_time": 0.01032734103500843, "eta_seconds": 149119.7891764976, "iteration": 66539, "loss_fcos_cls": 0.2591960949357599, "loss_fcos_ctr": 0.6232754490338266, "loss_fcos_loc": 0.20332120079547167, "loss_mask": 0.2717636972665787, "loss_maskiou": 0.0059728509513661265, "loss_sem_seg": 0.2923407722264528, "lr": 0.01, "mask_rcnn/accuracy": 0.8984703417449454, "mask_rcnn/false_negative": 0.08276776464689276, "mask_rcnn/false_positive": 0.1305354540267803, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.75, "time": 0.7582056764513254, "total_loss": 1.657192946113355} {"data_time": 0.009598883800208569, "eta_seconds": 149122.62360326294, "iteration": 66559, "loss_fcos_cls": 0.27183610922656953, "loss_fcos_ctr": 0.6201935401186347, "loss_fcos_loc": 0.20486228237859905, "loss_mask": 0.2696686675772071, "loss_maskiou": 0.005511600116733462, "loss_sem_seg": 0.27238034596666694, "lr": 0.01, "mask_rcnn/accuracy": 0.890813109783387, "mask_rcnn/false_negative": 0.09295898527803881, "mask_rcnn/false_positive": 0.1367712498645305, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.25, "time": 0.7494816686958075, "total_loss": 1.6331379832445236} {"data_time": 0.009697492234408855, "eta_seconds": 149178.14420412853, "iteration": 66579, "loss_fcos_cls": 0.26591891469433904, "loss_fcos_ctr": 0.6192544177174568, "loss_fcos_loc": 0.19943785620853305, "loss_mask": 0.26968209259212017, "loss_maskiou": 0.006150275905383751, "loss_sem_seg": 0.3052764399908483, "lr": 0.01, "mask_rcnn/accuracy": 0.8875242547914914, "mask_rcnn/false_negative": 0.08542133261768371, "mask_rcnn/false_positive": 0.16532103580692237, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.743275479413569, "total_loss": 1.672916069655912} {"data_time": 0.010816764086484909, "eta_seconds": 149212.81557493843, "iteration": 66599, "loss_fcos_cls": 0.27016736229415983, "loss_fcos_ctr": 0.6204612040892243, "loss_fcos_loc": 0.20644999109208584, "loss_mask": 0.26785688661038876, "loss_maskiou": 0.005747673523728736, "loss_sem_seg": 0.3221671099308878, "lr": 0.01, "mask_rcnn/accuracy": 0.9068718112244898, "mask_rcnn/false_negative": 0.07011353645409124, "mask_rcnn/false_positive": 0.13072798742148675, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.5, "time": 0.7343054497614503, "total_loss": 1.6768017701251665} {"data_time": 0.010089912451803684, "eta_seconds": 149218.4738972243, "iteration": 66619, "loss_fcos_cls": 0.2731445657555014, "loss_fcos_ctr": 0.6188161103054881, "loss_fcos_loc": 0.19890284643042833, "loss_mask": 0.2684271205216646, "loss_maskiou": 0.005507278016011696, "loss_sem_seg": 0.2907308586873114, "lr": 0.01, "mask_rcnn/accuracy": 0.8714857116315914, "mask_rcnn/false_negative": 0.10369773727516265, "mask_rcnn/false_positive": 0.1457538074084423, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7522846050560474, "total_loss": 1.6584827334154397} {"data_time": 0.010493776760995388, "eta_seconds": 149203.80011020415, "iteration": 66639, "loss_fcos_cls": 0.28373572952114046, "loss_fcos_ctr": 0.6188502926379442, "loss_fcos_loc": 0.1990395081229508, "loss_mask": 0.2663545561954379, "loss_maskiou": 0.005626029349514283, "loss_sem_seg": 0.2601187280379236, "lr": 0.01, "mask_rcnn/accuracy": 0.8852381534805702, "mask_rcnn/false_negative": 0.10065617768883986, "mask_rcnn/false_positive": 0.14363535381829123, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.25, "time": 0.7245435267686844, "total_loss": 1.630309267580742} {"data_time": 0.010454713366925716, "eta_seconds": 148899.27186519466, "iteration": 66659, "loss_fcos_cls": 0.25471799494698644, "loss_fcos_ctr": 0.6198690515011549, "loss_fcos_loc": 0.2014706153422594, "loss_mask": 0.2769621117040515, "loss_maskiou": 0.005580391334660817, "loss_sem_seg": 0.3079789597541094, "lr": 0.01, "mask_rcnn/accuracy": 0.8653015260158117, "mask_rcnn/false_negative": 0.1025303760150838, "mask_rcnn/false_positive": 0.16072577478905373, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.25, "time": 0.7088767541572452, "total_loss": 1.6446746182846255} {"data_time": 0.009035862050950527, "eta_seconds": 149010.589237527, "iteration": 66679, "loss_fcos_cls": 0.27422490541357547, "loss_fcos_ctr": 0.6228803596459329, "loss_fcos_loc": 0.20471619139425457, "loss_mask": 0.2726675821468234, "loss_maskiou": 0.005592732049990445, "loss_sem_seg": 0.334407702088356, "lr": 0.01, "mask_rcnn/accuracy": 0.875187355161845, "mask_rcnn/false_negative": 0.08635712909625298, "mask_rcnn/false_positive": 0.13735578854590028, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.5, "time": 0.7447165045887232, "total_loss": 1.7085359411721583} {"data_time": 0.010035424493253231, "eta_seconds": 149002.52264252678, "iteration": 66699, "loss_fcos_cls": 0.2735935167875141, "loss_fcos_ctr": 0.6206284388899803, "loss_fcos_loc": 0.2192824832163751, "loss_mask": 0.2890369910746813, "loss_maskiou": 0.006685718057269696, "loss_sem_seg": 0.31783665157854557, "lr": 0.01, "mask_rcnn/accuracy": 0.8697251620242692, "mask_rcnn/false_negative": 0.0913854341944331, "mask_rcnn/false_positive": 0.17162953915741463, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7319922298192978, "total_loss": 1.7232068930461537} {"data_time": 0.010678555816411972, "eta_seconds": 149124.7848481033, "iteration": 66719, "loss_fcos_cls": 0.273580719018355, "loss_fcos_ctr": 0.620912441983819, "loss_fcos_loc": 0.19445352349430323, "loss_mask": 0.26260491367429495, "loss_maskiou": 0.006015343533363193, "loss_sem_seg": 0.3171179601922631, "lr": 0.01, "mask_rcnn/accuracy": 0.8894412050534499, "mask_rcnn/false_negative": 0.0878568294537582, "mask_rcnn/false_positive": 0.13005555848858508, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7390787433832884, "total_loss": 1.6607410167707712} {"data_time": 0.01040052343159914, "eta_seconds": 149130.4311751034, "iteration": 66739, "loss_fcos_cls": 0.26210485910996795, "loss_fcos_ctr": 0.6216782620176673, "loss_fcos_loc": 0.1963526913896203, "loss_mask": 0.2718554073944688, "loss_maskiou": 0.0060550212074304, "loss_sem_seg": 0.2613193057477474, "lr": 0.01, "mask_rcnn/accuracy": 0.8691902550384507, "mask_rcnn/false_negative": 0.09916302231854476, "mask_rcnn/false_positive": 0.14355561904926264, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.5, "time": 0.7387313097715378, "total_loss": 1.6241843016905477} {"data_time": 0.009758871048688889, "eta_seconds": 149104.26734629925, "iteration": 66759, "loss_fcos_cls": 0.2669081352651119, "loss_fcos_ctr": 0.620248269289732, "loss_fcos_loc": 0.19986644526943564, "loss_mask": 0.28666975256055593, "loss_maskiou": 0.006467172410339117, "loss_sem_seg": 0.29289010842330754, "lr": 0.01, "mask_rcnn/accuracy": 0.874917890436598, "mask_rcnn/false_negative": 0.09010687429714909, "mask_rcnn/false_positive": 0.15294094331716263, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 36.75, "time": 0.7204510727897286, "total_loss": 1.651970823724696} {"data_time": 0.009829926304519176, "eta_seconds": 148964.65356243588, "iteration": 66779, "loss_fcos_cls": 0.2723493999801576, "loss_fcos_ctr": 0.6198725309222937, "loss_fcos_loc": 0.2064319688361138, "loss_mask": 0.26430670358240604, "loss_maskiou": 0.005834261108248029, "loss_sem_seg": 0.29743438807781786, "lr": 0.01, "mask_rcnn/accuracy": 0.8798292965834983, "mask_rcnn/false_negative": 0.09828925756244986, "mask_rcnn/false_positive": 0.13697594912184052, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7173005221411586, "total_loss": 1.6774146787647624} {"data_time": 0.009637181647121906, "eta_seconds": 148796.75492045097, "iteration": 66799, "loss_fcos_cls": 0.2567401078995317, "loss_fcos_ctr": 0.6221446385607123, "loss_fcos_loc": 0.20387696311809123, "loss_mask": 0.2771339798346162, "loss_maskiou": 0.00559844211966265, "loss_sem_seg": 0.2883801441639662, "lr": 0.01, "mask_rcnn/accuracy": 0.868009428614213, "mask_rcnn/false_negative": 0.1228661526697408, "mask_rcnn/false_positive": 0.13522383220316364, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.7274277480319142, "total_loss": 1.6271376786462497} {"data_time": 0.010449182242155075, "eta_seconds": 148734.2111666305, "iteration": 66819, "loss_fcos_cls": 0.274447820847854, "loss_fcos_ctr": 0.620598316192627, "loss_fcos_loc": 0.202571542118676, "loss_mask": 0.274241684935987, "loss_maskiou": 0.005739311163779348, "loss_sem_seg": 0.31023805867880583, "lr": 0.01, "mask_rcnn/accuracy": 0.8848141345981207, "mask_rcnn/false_negative": 0.1069846052759933, "mask_rcnn/false_positive": 0.11745815567466042, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.5, "time": 0.7355819772928953, "total_loss": 1.6792484766065172} {"data_time": 0.010005281306803226, "eta_seconds": 148726.67254192196, "iteration": 66839, "loss_fcos_cls": 0.26742444722913206, "loss_fcos_ctr": 0.623962439596653, "loss_fcos_loc": 0.2067836879286915, "loss_mask": 0.2685398068279028, "loss_maskiou": 0.005887393272132613, "loss_sem_seg": 0.30388560704886913, "lr": 0.01, "mask_rcnn/accuracy": 0.8665165687487116, "mask_rcnn/false_negative": 0.09095259211147871, "mask_rcnn/false_positive": 0.14631501684866438, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.7265043007209897, "total_loss": 1.7142679659737041} {"data_time": 0.009893341921269894, "eta_seconds": 148676.08673149906, "iteration": 66859, "loss_fcos_cls": 0.27766071795485914, "loss_fcos_ctr": 0.6258321665227413, "loss_fcos_loc": 0.2204609247855842, "loss_mask": 0.2879922464489937, "loss_maskiou": 0.006271364545682445, "loss_sem_seg": 0.28893100074492395, "lr": 0.01, "mask_rcnn/accuracy": 0.8771467391304348, "mask_rcnn/false_negative": 0.10465395002476206, "mask_rcnn/false_positive": 0.14480573825688708, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.25, "time": 0.7331155119463801, "total_loss": 1.6873756662971573} {"data_time": 0.009002133272588253, "eta_seconds": 148647.4526115451, "iteration": 66879, "loss_fcos_cls": 0.27009817957878113, "loss_fcos_ctr": 0.6222222056239843, "loss_fcos_loc": 0.1972345297690481, "loss_mask": 0.2720949128270149, "loss_maskiou": 0.006252253268030472, "loss_sem_seg": 0.30270980251953006, "lr": 0.01, "mask_rcnn/accuracy": 0.8561079036877909, "mask_rcnn/false_negative": 0.10556231947618328, "mask_rcnn/false_positive": 0.15835293376711015, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.0, "time": 0.7453291779384017, "total_loss": 1.6742178157583112} {"data_time": 0.010111403651535511, "eta_seconds": 148610.95685244445, "iteration": 66899, "loss_fcos_cls": 0.2769636355806142, "loss_fcos_ctr": 0.6201528953388333, "loss_fcos_loc": 0.19315232697408646, "loss_mask": 0.2720775827765465, "loss_maskiou": 0.0055111597903305665, "loss_sem_seg": 0.2939833686687052, "lr": 0.01, "mask_rcnn/accuracy": 0.8799079155471712, "mask_rcnn/false_negative": 0.10101464558662021, "mask_rcnn/false_positive": 0.13879964604576273, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7255991417914629, "total_loss": 1.6663182953780051} {"data_time": 0.009899197146296501, "eta_seconds": 148618.17992135324, "iteration": 66919, "loss_fcos_cls": 0.2574796281987801, "loss_fcos_ctr": 0.6177082825452089, "loss_fcos_loc": 0.18670720513910055, "loss_mask": 0.25949428230524063, "loss_maskiou": 0.0056025803642114624, "loss_sem_seg": 0.2859774988028221, "lr": 0.01, "mask_rcnn/accuracy": 0.8851933855303127, "mask_rcnn/false_negative": 0.10283853154563286, "mask_rcnn/false_positive": 0.1352290953618525, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.5, "time": 0.7238097973167896, "total_loss": 1.5984409092052374} {"data_time": 0.009843933396041393, "eta_seconds": 148639.65362859517, "iteration": 66939, "loss_fcos_cls": 0.25933784199878573, "loss_fcos_ctr": 0.6210384611040354, "loss_fcos_loc": 0.19519326370209455, "loss_mask": 0.27281174808740616, "loss_maskiou": 0.005697430926375091, "loss_sem_seg": 0.29160912428051233, "lr": 0.01, "mask_rcnn/accuracy": 0.8879266078412041, "mask_rcnn/false_negative": 0.08937172577897434, "mask_rcnn/false_positive": 0.1274761828047147, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.25, "time": 0.7347872098907828, "total_loss": 1.6740232742376975} {"data_time": 0.009527982212603092, "eta_seconds": 148620.3246968789, "iteration": 66959, "loss_fcos_cls": 0.280570623697713, "loss_fcos_ctr": 0.6197512373328209, "loss_fcos_loc": 0.19996309134876356, "loss_mask": 0.2733401972800493, "loss_maskiou": 0.0056591161992400885, "loss_sem_seg": 0.30515320925042033, "lr": 0.01, "mask_rcnn/accuracy": 0.8920382073283859, "mask_rcnn/false_negative": 0.08877818243286265, "mask_rcnn/false_positive": 0.137190755395108, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.0, "time": 0.7311504809185863, "total_loss": 1.7040852400750737} {"data_time": 0.010370531119406223, "eta_seconds": 148617.40317956824, "iteration": 66979, "loss_fcos_cls": 0.26314789173193276, "loss_fcos_ctr": 0.6200470412150025, "loss_fcos_loc": 0.19706925028003752, "loss_mask": 0.2707779500633478, "loss_maskiou": 0.005478330378537066, "loss_sem_seg": 0.27632288727909327, "lr": 0.01, "mask_rcnn/accuracy": 0.8896840112052886, "mask_rcnn/false_negative": 0.09666839516848419, "mask_rcnn/false_positive": 0.12321059991707922, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7274191826581955, "total_loss": 1.657945868690149} {"data_time": 0.01005048118531704, "eta_seconds": 148574.48988442216, "iteration": 66999, "loss_fcos_cls": 0.267560881562531, "loss_fcos_ctr": 0.6235944712534547, "loss_fcos_loc": 0.19519815663807094, "loss_mask": 0.27455032244324684, "loss_maskiou": 0.00615384051707224, "loss_sem_seg": 0.2818049448542297, "lr": 0.01, "mask_rcnn/accuracy": 0.8965596655328798, "mask_rcnn/false_negative": 0.10250304564142328, "mask_rcnn/false_positive": 0.1288496679404481, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.75, "time": 0.705060813575983, "total_loss": 1.6651019185301266} {"data_time": 0.010391345247626305, "eta_seconds": 148576.40637751576, "iteration": 67019, "loss_fcos_cls": 0.2552306440193206, "loss_fcos_ctr": 0.6201426507905126, "loss_fcos_loc": 0.1966880593681708, "loss_mask": 0.26865495182573795, "loss_maskiou": 0.0058803529318538494, "loss_sem_seg": 0.2558952693361789, "lr": 0.01, "mask_rcnn/accuracy": 0.8856197782951134, "mask_rcnn/false_negative": 0.09334751149261092, "mask_rcnn/false_positive": 0.13504606734929864, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.7371076289564371, "total_loss": 1.624251500426908} {"data_time": 0.009535706602036953, "eta_seconds": 148573.48139713798, "iteration": 67039, "loss_fcos_cls": 0.26779306633397937, "loss_fcos_ctr": 0.6211707955226302, "loss_fcos_loc": 0.20287597738206387, "loss_mask": 0.2683323509991169, "loss_maskiou": 0.005744648336985847, "loss_sem_seg": 0.28163746395148337, "lr": 0.01, "mask_rcnn/accuracy": 0.8641444316961233, "mask_rcnn/false_negative": 0.09507901185127106, "mask_rcnn/false_positive": 0.14503229572331133, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.5, "time": 0.7248936435207725, "total_loss": 1.6727397264330648} {"data_time": 0.00933839287608862, "eta_seconds": 148551.81421858817, "iteration": 67059, "loss_fcos_cls": 0.2564956513233483, "loss_fcos_ctr": 0.6230119615793228, "loss_fcos_loc": 0.19918951648287475, "loss_mask": 0.2674885834567249, "loss_maskiou": 0.006032135053828824, "loss_sem_seg": 0.29236490465700626, "lr": 0.01, "mask_rcnn/accuracy": 0.8818675335988054, "mask_rcnn/false_negative": 0.11098767577014973, "mask_rcnn/false_positive": 0.12316021736406765, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.7383450325578451, "total_loss": 1.6447449064289685} {"data_time": 0.010056077502667904, "eta_seconds": 148502.89226559456, "iteration": 67079, "loss_fcos_cls": 0.2648391539696604, "loss_fcos_ctr": 0.6194922490976751, "loss_fcos_loc": 0.19865908147767186, "loss_mask": 0.2788446880877018, "loss_maskiou": 0.0061634099401999265, "loss_sem_seg": 0.2908632564358413, "lr": 0.01, "mask_rcnn/accuracy": 0.8643513101123248, "mask_rcnn/false_negative": 0.0893122019958161, "mask_rcnn/false_positive": 0.16214046955994454, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7238369220867753, "total_loss": 1.6654685025350773} {"data_time": 0.009642230346798897, "eta_seconds": 148658.11734444834, "iteration": 67099, "loss_fcos_cls": 0.266813725233078, "loss_fcos_ctr": 0.6250850660726428, "loss_fcos_loc": 0.20463137689512223, "loss_mask": 0.2696233242750168, "loss_maskiou": 0.006245749595109373, "loss_sem_seg": 0.2814806872047484, "lr": 0.01, "mask_rcnn/accuracy": 0.8655146193092622, "mask_rcnn/false_negative": 0.10998104894571485, "mask_rcnn/false_positive": 0.16404627644134084, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.5, "time": 0.7454077443107963, "total_loss": 1.6707143941166578} {"data_time": 0.01005344744771719, "eta_seconds": 148643.46407833882, "iteration": 67119, "loss_fcos_cls": 0.27102424879558384, "loss_fcos_ctr": 0.6220531454309821, "loss_fcos_loc": 0.20352015912067145, "loss_mask": 0.26200825441628695, "loss_maskiou": 0.005894168876693584, "loss_sem_seg": 0.27984575601294637, "lr": 0.01, "mask_rcnn/accuracy": 0.8743224891678111, "mask_rcnn/false_negative": 0.08791416178917795, "mask_rcnn/false_positive": 0.15742031058000683, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.5, "time": 0.7189427353441715, "total_loss": 1.6447277326478797} {"data_time": 0.01026872731745243, "eta_seconds": 148673.4628656851, "iteration": 67139, "loss_fcos_cls": 0.2737228840123862, "loss_fcos_ctr": 0.6189881472382694, "loss_fcos_loc": 0.20178788481280208, "loss_mask": 0.2676459550857544, "loss_maskiou": 0.005036108908825554, "loss_sem_seg": 0.2755169519223273, "lr": 0.01, "mask_rcnn/accuracy": 0.8768590371337568, "mask_rcnn/false_negative": 0.08462555093590798, "mask_rcnn/false_positive": 0.16004615543896766, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.7560245199128985, "total_loss": 1.6761352943067322} {"data_time": 0.010269856080412865, "eta_seconds": 148777.27412213944, "iteration": 67159, "loss_fcos_cls": 0.2739682528190315, "loss_fcos_ctr": 0.6209195405244827, "loss_fcos_loc": 0.19933640805538744, "loss_mask": 0.279291819781065, "loss_maskiou": 0.007135569481761195, "loss_sem_seg": 0.3277674443088472, "lr": 0.01, "mask_rcnn/accuracy": 0.8646300768496997, "mask_rcnn/false_negative": 0.09398546386626236, "mask_rcnn/false_positive": 0.17107326976615805, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7313505858182907, "total_loss": 1.7193686627215357} {"data_time": 0.010334421880543232, "eta_seconds": 148713.87031686679, "iteration": 67179, "loss_fcos_cls": 0.2587865674868226, "loss_fcos_ctr": 0.6195699283853173, "loss_fcos_loc": 0.1891006407677196, "loss_mask": 0.2571094003506005, "loss_maskiou": 0.00582327142910799, "loss_sem_seg": 0.2997144144028425, "lr": 0.01, "mask_rcnn/accuracy": 0.8846999974232117, "mask_rcnn/false_negative": 0.07798669338544442, "mask_rcnn/false_positive": 0.1351891999576344, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7327594170346856, "total_loss": 1.6544292453982052} {"data_time": 0.009818485006690025, "eta_seconds": 148699.2057732232, "iteration": 67199, "loss_fcos_cls": 0.26779820839874446, "loss_fcos_ctr": 0.6213403576985002, "loss_fcos_loc": 0.20511998422443867, "loss_mask": 0.2731022387742996, "loss_maskiou": 0.005474383506225422, "loss_sem_seg": 0.30622778832912445, "lr": 0.01, "mask_rcnn/accuracy": 0.8690159701521059, "mask_rcnn/false_negative": 0.10329753729828126, "mask_rcnn/false_positive": 0.1496450446749404, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7421725066378713, "total_loss": 1.6540763289376628} {"data_time": 0.009496266953647137, "eta_seconds": 148626.58612012397, "iteration": 67219, "loss_fcos_cls": 0.2617571037262678, "loss_fcos_ctr": 0.6202900595963001, "loss_fcos_loc": 0.19223893311573192, "loss_mask": 0.261485998518765, "loss_maskiou": 0.005667513803928159, "loss_sem_seg": 0.2594380774535239, "lr": 0.01, "mask_rcnn/accuracy": 0.8878646373803759, "mask_rcnn/false_negative": 0.09192970511139792, "mask_rcnn/false_positive": 0.12665738680816888, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.25, "time": 0.7219352992251515, "total_loss": 1.6185332965887937} {"data_time": 0.009941121563315392, "eta_seconds": 148633.10750433896, "iteration": 67239, "loss_fcos_cls": 0.2611916409805417, "loss_fcos_ctr": 0.6202613916248083, "loss_fcos_loc": 0.19033392996061593, "loss_mask": 0.26695654168725014, "loss_maskiou": 0.005973536412057001, "loss_sem_seg": 0.2939156824722886, "lr": 0.01, "mask_rcnn/accuracy": 0.8857633777325159, "mask_rcnn/false_negative": 0.0903053594038678, "mask_rcnn/false_positive": 0.1566303069638218, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.75, "time": 0.7375108590349555, "total_loss": 1.6536980340606533} {"data_time": 0.00911097414791584, "eta_seconds": 148655.2121422924, "iteration": 67259, "loss_fcos_cls": 0.2654835332650691, "loss_fcos_ctr": 0.6232819170691073, "loss_fcos_loc": 0.20977771881734952, "loss_mask": 0.2730802623555064, "loss_maskiou": 0.005561646234127693, "loss_sem_seg": 0.2965376174543053, "lr": 0.01, "mask_rcnn/accuracy": 0.9025930604200443, "mask_rcnn/false_negative": 0.08815933526350589, "mask_rcnn/false_positive": 0.1111649041399251, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 39.25, "time": 0.741800582036376, "total_loss": 1.6788662056569592} {"data_time": 0.00948856770992279, "eta_seconds": 148689.25802630745, "iteration": 67279, "loss_fcos_cls": 0.2655420475639403, "loss_fcos_ctr": 0.6215053368359804, "loss_fcos_loc": 0.20495927520096302, "loss_mask": 0.28318800777196884, "loss_maskiou": 0.006103936073486693, "loss_sem_seg": 0.2978499454911798, "lr": 0.01, "mask_rcnn/accuracy": 0.8768054543245869, "mask_rcnn/false_negative": 0.10260485757471671, "mask_rcnn/false_positive": 0.11703108310308888, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 33.0, "time": 0.712725373916328, "total_loss": 1.6756632398319198} {"data_time": 0.009482919238507748, "eta_seconds": 148903.08914249763, "iteration": 67299, "loss_fcos_cls": 0.26970774913206697, "loss_fcos_ctr": 0.6225311006419361, "loss_fcos_loc": 0.19941015494987369, "loss_mask": 0.274932318367064, "loss_maskiou": 0.005916232985327952, "loss_sem_seg": 0.28690643003210425, "lr": 0.01, "mask_rcnn/accuracy": 0.8932203316109052, "mask_rcnn/false_negative": 0.09264071280698119, "mask_rcnn/false_positive": 0.12882367889049415, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.25, "time": 0.7332364823669195, "total_loss": 1.6516051108992542} {"data_time": 0.010394036769866943, "eta_seconds": 148659.91932769679, "iteration": 67319, "loss_fcos_cls": 0.25848235934972763, "loss_fcos_ctr": 0.6196798318997025, "loss_fcos_loc": 0.2043003358412534, "loss_mask": 0.2651345878839493, "loss_maskiou": 0.006135754951174022, "loss_sem_seg": 0.30773868039250374, "lr": 0.01, "mask_rcnn/accuracy": 0.8858511064309444, "mask_rcnn/false_negative": 0.09693312536211646, "mask_rcnn/false_positive": 0.1474587761341638, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.25, "time": 0.7217162009328604, "total_loss": 1.6600599837183836} {"data_time": 0.010124488733708858, "eta_seconds": 148482.27815113403, "iteration": 67339, "loss_fcos_cls": 0.27399108139798045, "loss_fcos_ctr": 0.623886002227664, "loss_fcos_loc": 0.2162371203303337, "loss_mask": 0.283424305729568, "loss_maskiou": 0.005660519818775356, "loss_sem_seg": 0.3079225376714021, "lr": 0.01, "mask_rcnn/accuracy": 0.864377916051289, "mask_rcnn/false_negative": 0.08529357760297038, "mask_rcnn/false_positive": 0.1592616259812716, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7158442810177803, "total_loss": 1.7033737248711986} {"data_time": 0.009522218257188797, "eta_seconds": 148339.2994540846, "iteration": 67359, "loss_fcos_cls": 0.2636746293865144, "loss_fcos_ctr": 0.6202576849609613, "loss_fcos_loc": 0.20236897538416088, "loss_mask": 0.28067004634067416, "loss_maskiou": 0.005892320739803836, "loss_sem_seg": 0.30052373884245753, "lr": 0.01, "mask_rcnn/accuracy": 0.8705796072474297, "mask_rcnn/false_negative": 0.10538287455935468, "mask_rcnn/false_positive": 0.13352298661489304, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.25, "time": 0.7287852633744478, "total_loss": 1.6546609596844064} {"data_time": 0.009483101777732372, "eta_seconds": 148296.37151970435, "iteration": 67379, "loss_fcos_cls": 0.2668668581172824, "loss_fcos_ctr": 0.6232639690861106, "loss_fcos_loc": 0.20336312241852283, "loss_mask": 0.28518451377749443, "loss_maskiou": 0.00631737349613104, "loss_sem_seg": 0.2945481725037098, "lr": 0.01, "mask_rcnn/accuracy": 0.8665497448979591, "mask_rcnn/false_negative": 0.09897307357279592, "mask_rcnn/false_positive": 0.14972422762870308, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7330312039703131, "total_loss": 1.708225258415041} {"data_time": 0.00924343429505825, "eta_seconds": 148114.02956244815, "iteration": 67399, "loss_fcos_cls": 0.27003971266094595, "loss_fcos_ctr": 0.619739156216383, "loss_fcos_loc": 0.2005608775652945, "loss_mask": 0.2803369425237179, "loss_maskiou": 0.0064703131502028555, "loss_sem_seg": 0.2978500686585903, "lr": 0.01, "mask_rcnn/accuracy": 0.8967459448402002, "mask_rcnn/false_negative": 0.07719627167334661, "mask_rcnn/false_positive": 0.13771429126512613, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7288378709927201, "total_loss": 1.6262020037975162} {"data_time": 0.010031413286924362, "eta_seconds": 148050.47455469985, "iteration": 67419, "loss_fcos_cls": 0.2764452490955591, "loss_fcos_ctr": 0.6222320031374693, "loss_fcos_loc": 0.20083298394456506, "loss_mask": 0.2691108603030443, "loss_maskiou": 0.006095805161749013, "loss_sem_seg": 0.2948793019168079, "lr": 0.01, "mask_rcnn/accuracy": 0.8860189909297052, "mask_rcnn/false_negative": 0.09914489221840073, "mask_rcnn/false_positive": 0.13050469289966657, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.25, "time": 0.7263478711247444, "total_loss": 1.667404248873936} {"data_time": 0.010230045765638351, "eta_seconds": 148252.45809369627, "iteration": 67439, "loss_fcos_cls": 0.2688606958836317, "loss_fcos_ctr": 0.6221365407109261, "loss_fcos_loc": 0.20633274875581264, "loss_mask": 0.27828843984752893, "loss_maskiou": 0.005979289941024035, "loss_sem_seg": 0.28098713094368577, "lr": 0.01, "mask_rcnn/accuracy": 0.8752863588357718, "mask_rcnn/false_negative": 0.09864542255091872, "mask_rcnn/false_positive": 0.15628916935305756, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 38.5, "time": 0.7356117619201541, "total_loss": 1.6801575305362348} {"data_time": 0.010723858140408993, "eta_seconds": 148471.83741960395, "iteration": 67459, "loss_fcos_cls": 0.2659469940699637, "loss_fcos_ctr": 0.6220287540927529, "loss_fcos_loc": 0.21572548494441435, "loss_mask": 0.2719598449766636, "loss_maskiou": 0.006346310488879681, "loss_sem_seg": 0.3343010498210788, "lr": 0.01, "mask_rcnn/accuracy": 0.8754094013979219, "mask_rcnn/false_negative": 0.09014842387999034, "mask_rcnn/false_positive": 0.15214789597464412, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.75, "time": 0.7467577392235398, "total_loss": 1.7520387303302414} {"data_time": 0.010464156046509743, "eta_seconds": 148267.60955642536, "iteration": 67479, "loss_fcos_cls": 0.26295513776130974, "loss_fcos_ctr": 0.6199009697884321, "loss_fcos_loc": 0.20354876213241369, "loss_mask": 0.2684189658612013, "loss_maskiou": 0.005800418817671016, "loss_sem_seg": 0.2518514215480536, "lr": 0.01, "mask_rcnn/accuracy": 0.8845781032583488, "mask_rcnn/false_negative": 0.08926675801675214, "mask_rcnn/false_positive": 0.13223034550413382, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.0, "time": 0.7296701250597835, "total_loss": 1.6069657489133533} {"data_time": 0.009857648983597755, "eta_seconds": 148442.51558601577, "iteration": 67499, "loss_fcos_cls": 0.26525795506313443, "loss_fcos_ctr": 0.6205541449598968, "loss_fcos_loc": 0.2007655412890017, "loss_mask": 0.2657811511307955, "loss_maskiou": 0.00601808178180363, "loss_sem_seg": 0.30335764214396477, "lr": 0.01, "mask_rcnn/accuracy": 0.8743214422865921, "mask_rcnn/false_negative": 0.10234396528730377, "mask_rcnn/false_positive": 0.14798162979683355, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.748455474153161, "total_loss": 1.6805825206101872} {"data_time": 0.011191090568900108, "eta_seconds": 148573.062985098, "iteration": 67519, "loss_fcos_cls": 0.26282390556298196, "loss_fcos_ctr": 0.6206074003130198, "loss_fcos_loc": 0.21025610924698412, "loss_mask": 0.2723194630816579, "loss_maskiou": 0.006299303990090266, "loss_sem_seg": 0.27893069107085466, "lr": 0.01, "mask_rcnn/accuracy": 0.8845656370656371, "mask_rcnn/false_negative": 0.08668904421712148, "mask_rcnn/false_positive": 0.13653529763250435, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.5, "time": 0.7156977308914065, "total_loss": 1.6367295573218144} {"data_time": 0.009360427036881447, "eta_seconds": 148223.68296820298, "iteration": 67539, "loss_fcos_cls": 0.2770242711994797, "loss_fcos_ctr": 0.6224833130836487, "loss_fcos_loc": 0.2043970312224701, "loss_mask": 0.27064668014645576, "loss_maskiou": 0.006540623071487062, "loss_sem_seg": 0.3007100789109245, "lr": 0.01, "mask_rcnn/accuracy": 0.877833379671944, "mask_rcnn/false_negative": 0.11390725824400452, "mask_rcnn/false_positive": 0.1215655120277995, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.25, "time": 0.7304764213040471, "total_loss": 1.7187852674542228} {"data_time": 0.01028676237910986, "eta_seconds": 148103.30665885005, "iteration": 67559, "loss_fcos_cls": 0.26468827249482274, "loss_fcos_ctr": 0.621765318326652, "loss_fcos_loc": 0.19985733146313578, "loss_mask": 0.2718739164993167, "loss_maskiou": 0.005845822102855891, "loss_sem_seg": 0.3057362863328308, "lr": 0.01, "mask_rcnn/accuracy": 0.8720116618075802, "mask_rcnn/false_negative": 0.11225850411904569, "mask_rcnn/false_positive": 0.13321413478108346, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.5, "time": 0.7287740968167782, "total_loss": 1.6714208734847489} {"data_time": 0.01088434737175703, "eta_seconds": 148023.09735755343, "iteration": 67579, "loss_fcos_cls": 0.2695969578344375, "loss_fcos_ctr": 0.6209113681688905, "loss_fcos_loc": 0.19789690431207418, "loss_mask": 0.2761906748637557, "loss_maskiou": 0.0058295168782933615, "loss_sem_seg": 0.3188437311910093, "lr": 0.01, "mask_rcnn/accuracy": 0.879044188430089, "mask_rcnn/false_negative": 0.08240850391869971, "mask_rcnn/false_positive": 0.14297513591210098, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.5, "time": 0.7337039280682802, "total_loss": 1.6967283655176288} {"data_time": 0.010170437395572662, "eta_seconds": 147829.2877324596, "iteration": 67599, "loss_fcos_cls": 0.24764361532288603, "loss_fcos_ctr": 0.6217966107651591, "loss_fcos_loc": 0.19604553002864122, "loss_mask": 0.269996190443635, "loss_maskiou": 0.006594133374164812, "loss_sem_seg": 0.25824908167123795, "lr": 0.01, "mask_rcnn/accuracy": 0.8676406926406925, "mask_rcnn/false_negative": 0.09804302760916528, "mask_rcnn/false_positive": 0.12519726518849225, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.7083815652877092, "total_loss": 1.580481426230108} {"data_time": 0.011493608355522156, "eta_seconds": 147690.98131967895, "iteration": 67619, "loss_fcos_cls": 0.25937068986240774, "loss_fcos_ctr": 0.6227732775732875, "loss_fcos_loc": 0.20507251122035086, "loss_mask": 0.27093371003866196, "loss_maskiou": 0.005723219699575566, "loss_sem_seg": 0.30815307423472404, "lr": 0.01, "mask_rcnn/accuracy": 0.879373707314251, "mask_rcnn/false_negative": 0.09159032552533627, "mask_rcnn/false_positive": 0.13178707861147654, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 40.0, "time": 0.7194320587441325, "total_loss": 1.658418396858906} {"data_time": 0.010090472176671028, "eta_seconds": 147610.20386369433, "iteration": 67639, "loss_fcos_cls": 0.25577172287739813, "loss_fcos_ctr": 0.619434473104775, "loss_fcos_loc": 0.1977242233697325, "loss_mask": 0.27167795319110155, "loss_maskiou": 0.005705735471565276, "loss_sem_seg": 0.33569692773744464, "lr": 0.01, "mask_rcnn/accuracy": 0.866776927615798, "mask_rcnn/false_negative": 0.10246084506371769, "mask_rcnn/false_positive": 0.17067808308711008, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 41.0, "time": 0.7142968401312828, "total_loss": 1.675508063621237} {"data_time": 0.010699408128857613, "eta_seconds": 147842.23100072332, "iteration": 67659, "loss_fcos_cls": 0.267289100214839, "loss_fcos_ctr": 0.6199816418811679, "loss_fcos_loc": 0.19816021504811943, "loss_mask": 0.271365269087255, "loss_maskiou": 0.005125508461787831, "loss_sem_seg": 0.28804011922329664, "lr": 0.01, "mask_rcnn/accuracy": 0.898053202616067, "mask_rcnn/false_negative": 0.08555977732442338, "mask_rcnn/false_positive": 0.1250986753570289, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7373026441782713, "total_loss": 1.6441497459018137} {"data_time": 0.010745962150394917, "eta_seconds": 147753.1759428922, "iteration": 67679, "loss_fcos_cls": 0.2799219503067434, "loss_fcos_ctr": 0.6192386392503977, "loss_fcos_loc": 0.19832902192138135, "loss_mask": 0.2777862222865224, "loss_maskiou": 0.006197686176165007, "loss_sem_seg": 0.3108217534609139, "lr": 0.01, "mask_rcnn/accuracy": 0.8925047428404034, "mask_rcnn/false_negative": 0.09592912353859459, "mask_rcnn/false_positive": 0.12515494224593066, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.5, "time": 0.7265191320329905, "total_loss": 1.6644016726640984} {"data_time": 0.01113289687782526, "eta_seconds": 147763.53562524728, "iteration": 67699, "loss_fcos_cls": 0.272599688032642, "loss_fcos_ctr": 0.6196281220763922, "loss_fcos_loc": 0.1978246308863163, "loss_mask": 0.2654643775895238, "loss_maskiou": 0.005651239385770168, "loss_sem_seg": 0.28246754431165755, "lr": 0.01, "mask_rcnn/accuracy": 0.8791105955093902, "mask_rcnn/false_negative": 0.1076122008393213, "mask_rcnn/false_positive": 0.12589145814546115, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.7392602199688554, "total_loss": 1.6564158810215304} {"data_time": 0.010122667998075485, "eta_seconds": 147695.45165449753, "iteration": 67719, "loss_fcos_cls": 0.2611662840936333, "loss_fcos_ctr": 0.6194515516981483, "loss_fcos_loc": 0.19664718268904835, "loss_mask": 0.26448281295597553, "loss_maskiou": 0.0059279525448801, "loss_sem_seg": 0.3274004044942558, "lr": 0.01, "mask_rcnn/accuracy": 0.8909632379737609, "mask_rcnn/false_negative": 0.0858772854573093, "mask_rcnn/false_positive": 0.12902183749204454, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.727323591709137, "total_loss": 1.6972210860185442} {"data_time": 0.009672594256699085, "eta_seconds": 147680.84865652397, "iteration": 67739, "loss_fcos_cls": 0.2829825016669929, "loss_fcos_ctr": 0.6234782035462558, "loss_fcos_loc": 0.2169858001288958, "loss_mask": 0.2736880127340555, "loss_maskiou": 0.006437440402805805, "loss_sem_seg": 0.27249156264588237, "lr": 0.01, "mask_rcnn/accuracy": 0.8548362106981222, "mask_rcnn/false_negative": 0.11068333266866826, "mask_rcnn/false_positive": 0.14108686118000757, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.5, "time": 0.7407688936218619, "total_loss": 1.6896077801502543} {"data_time": 0.010316449217498302, "eta_seconds": 147677.81308425404, "iteration": 67759, "loss_fcos_cls": 0.2591734486632049, "loss_fcos_ctr": 0.6217957036569715, "loss_fcos_loc": 0.20198167266789824, "loss_mask": 0.27543709706515074, "loss_maskiou": 0.00622203919920139, "loss_sem_seg": 0.3122767237946391, "lr": 0.01, "mask_rcnn/accuracy": 0.8788716244073387, "mask_rcnn/false_negative": 0.0920106457099813, "mask_rcnn/false_positive": 0.13544424006786024, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.7269555162638426, "total_loss": 1.6510422219434986} {"data_time": 0.009386462159454823, "eta_seconds": 147680.14685745724, "iteration": 67779, "loss_fcos_cls": 0.26265310659073293, "loss_fcos_ctr": 0.6190972868353128, "loss_fcos_loc": 0.1952878141310066, "loss_mask": 0.2648949441500008, "loss_maskiou": 0.005094610161904711, "loss_sem_seg": 0.30841694213449955, "lr": 0.01, "mask_rcnn/accuracy": 0.8681889469113513, "mask_rcnn/false_negative": 0.09625506619710204, "mask_rcnn/false_positive": 0.14360243362761932, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.25, "time": 0.7178628612309694, "total_loss": 1.674386373066227} {"data_time": 0.009536141529679298, "eta_seconds": 147613.4297502311, "iteration": 67799, "loss_fcos_cls": 0.27390786726027727, "loss_fcos_ctr": 0.6203907756134868, "loss_fcos_loc": 0.20062618609517813, "loss_mask": 0.27898837625980377, "loss_maskiou": 0.005440271568659227, "loss_sem_seg": 0.3307619101833552, "lr": 0.01, "mask_rcnn/accuracy": 0.8809484241457777, "mask_rcnn/false_negative": 0.09335826918342532, "mask_rcnn/false_positive": 0.14036972662103545, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 24.0, "time": 0.7162116477265954, "total_loss": 1.704667603931739} {"data_time": 0.010832726024091244, "eta_seconds": 147478.90466723125, "iteration": 67819, "loss_fcos_cls": 0.2752093530725688, "loss_fcos_ctr": 0.6215963326394558, "loss_fcos_loc": 0.2089439799892716, "loss_mask": 0.28768058121204376, "loss_maskiou": 0.006247381523280637, "loss_sem_seg": 0.2911875690333545, "lr": 0.01, "mask_rcnn/accuracy": 0.8933163265306123, "mask_rcnn/false_negative": 0.11134529911611168, "mask_rcnn/false_positive": 0.10769498923166418, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.75, "time": 0.707610085606575, "total_loss": 1.6980158906808356} {"data_time": 0.009758134372532368, "eta_seconds": 147528.23462615535, "iteration": 67839, "loss_fcos_cls": 0.279585461365059, "loss_fcos_ctr": 0.6196115911006927, "loss_fcos_loc": 0.197606370318681, "loss_mask": 0.2698086826130748, "loss_maskiou": 0.0061586187075590715, "loss_sem_seg": 0.29518830217421055, "lr": 0.01, "mask_rcnn/accuracy": 0.881605526826115, "mask_rcnn/false_negative": 0.0967214689719057, "mask_rcnn/false_positive": 0.14294208961268628, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.25, "time": 0.749738066457212, "total_loss": 1.6775602694324334} {"data_time": 0.010028567165136337, "eta_seconds": 147456.12672666926, "iteration": 67859, "loss_fcos_cls": 0.24018732272088528, "loss_fcos_ctr": 0.6170082977041602, "loss_fcos_loc": 0.18665735702961683, "loss_mask": 0.2518513174727559, "loss_maskiou": 0.0055467219463025685, "loss_sem_seg": 0.30091303028166294, "lr": 0.01, "mask_rcnn/accuracy": 0.8937343307012817, "mask_rcnn/false_negative": 0.083238353746374, "mask_rcnn/false_positive": 0.14466362423040785, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.75, "time": 0.7262921370565891, "total_loss": 1.60271383626241} {"data_time": 0.010703640058636665, "eta_seconds": 147435.13826841023, "iteration": 67879, "loss_fcos_cls": 0.26501541142351925, "loss_fcos_ctr": 0.6185946548357606, "loss_fcos_loc": 0.19096824969165027, "loss_mask": 0.2745584733784199, "loss_maskiou": 0.006456926123064477, "loss_sem_seg": 0.30663736537098885, "lr": 0.01, "mask_rcnn/accuracy": 0.9012918628990058, "mask_rcnn/false_negative": 0.08236223036918383, "mask_rcnn/false_positive": 0.1243946138852925, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.75, "time": 0.7357368972152472, "total_loss": 1.6699119527620496} {"data_time": 0.0101346829906106, "eta_seconds": 147440.79699049518, "iteration": 67899, "loss_fcos_cls": 0.26418351219035685, "loss_fcos_ctr": 0.6214779820293188, "loss_fcos_loc": 0.2003513314994052, "loss_mask": 0.26836035400629044, "loss_maskiou": 0.0056394208877463825, "loss_sem_seg": 0.3018269306048751, "lr": 0.01, "mask_rcnn/accuracy": 0.8819312414431182, "mask_rcnn/false_negative": 0.0893179309527982, "mask_rcnn/false_positive": 0.15197197958280254, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7420721324160695, "total_loss": 1.6658000170209561} {"data_time": 0.010056390427052975, "eta_seconds": 147412.35842828546, "iteration": 67919, "loss_fcos_cls": 0.2650437788106501, "loss_fcos_ctr": 0.6198431523516774, "loss_fcos_loc": 0.19401527428999543, "loss_mask": 0.2777538448572159, "loss_maskiou": 0.005997722546453588, "loss_sem_seg": 0.31922600883990526, "lr": 0.01, "mask_rcnn/accuracy": 0.8780687274909964, "mask_rcnn/false_negative": 0.11805158304224547, "mask_rcnn/false_positive": 0.11656426785772533, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7113632187247276, "total_loss": 1.7064606856874889} {"data_time": 0.010028393007814884, "eta_seconds": 147384.2950231852, "iteration": 67939, "loss_fcos_cls": 0.2673656630795449, "loss_fcos_ctr": 0.6235079728066921, "loss_fcos_loc": 0.2060629881452769, "loss_mask": 0.2789132269099355, "loss_maskiou": 0.006196994614583673, "loss_sem_seg": 0.3138227292802185, "lr": 0.01, "mask_rcnn/accuracy": 0.8821358630032099, "mask_rcnn/false_negative": 0.09788993543940289, "mask_rcnn/false_positive": 0.15067439235393618, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.0, "time": 0.7351275095716119, "total_loss": 1.704379310227523} {"data_time": 0.009617549367249012, "eta_seconds": 147369.70692404453, "iteration": 67959, "loss_fcos_cls": 0.27587978914380074, "loss_fcos_ctr": 0.6216034702956676, "loss_fcos_loc": 0.19914977112784982, "loss_mask": 0.28008526284247637, "loss_maskiou": 0.006914596408023499, "loss_sem_seg": 0.2934021921828389, "lr": 0.01, "mask_rcnn/accuracy": 0.8593876826298701, "mask_rcnn/false_negative": 0.12481019124158799, "mask_rcnn/false_positive": 0.15576743467021548, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 24.75, "time": 0.7286482369527221, "total_loss": 1.6749659757315385} {"data_time": 0.010564313270151615, "eta_seconds": 147362.19427037518, "iteration": 67979, "loss_fcos_cls": 0.27111182268708944, "loss_fcos_ctr": 0.6217283876612782, "loss_fcos_loc": 0.1955192224122584, "loss_mask": 0.2787294741719961, "loss_maskiou": 0.006377183039148804, "loss_sem_seg": 0.2807280346751213, "lr": 0.01, "mask_rcnn/accuracy": 0.8757384532760473, "mask_rcnn/false_negative": 0.07918127129800849, "mask_rcnn/false_positive": 0.16636556064048663, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.0, "time": 0.7301181750372052, "total_loss": 1.6389999987586634} {"data_time": 0.009401444345712662, "eta_seconds": 147340.53072576318, "iteration": 67999, "loss_fcos_cls": 0.2681910078972578, "loss_fcos_ctr": 0.6241089971736073, "loss_fcos_loc": 0.2097498286748305, "loss_mask": 0.27505400963127613, "loss_maskiou": 0.006472277960710926, "loss_sem_seg": 0.32601304771378636, "lr": 0.01, "mask_rcnn/accuracy": 0.8938884064264003, "mask_rcnn/false_negative": 0.09506507647908671, "mask_rcnn/false_positive": 0.11488208605991217, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.5, "time": 0.7125172596424818, "total_loss": 1.6908127714996226} {"data_time": 0.009807893075048923, "eta_seconds": 147333.01667116117, "iteration": 68019, "loss_fcos_cls": 0.257113769184798, "loss_fcos_ctr": 0.6234173644334078, "loss_fcos_loc": 0.20626380015164614, "loss_mask": 0.27234906889498234, "loss_maskiou": 0.005462652916321531, "loss_sem_seg": 0.27322096773423254, "lr": 0.01, "mask_rcnn/accuracy": 0.8630256984074105, "mask_rcnn/false_negative": 0.10882223733804855, "mask_rcnn/false_positive": 0.1682063315672874, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7362706596031785, "total_loss": 1.676075784207569} {"data_time": 0.010003775358200073, "eta_seconds": 147338.66136732325, "iteration": 68039, "loss_fcos_cls": 0.2726840907125734, "loss_fcos_ctr": 0.6216356633231044, "loss_fcos_loc": 0.20371876400895417, "loss_mask": 0.2756768800318241, "loss_maskiou": 0.00535068830504315, "loss_sem_seg": 0.29532068921253085, "lr": 0.01, "mask_rcnn/accuracy": 0.8897937464459468, "mask_rcnn/false_negative": 0.07337127444305949, "mask_rcnn/false_positive": 0.1234858942490128, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7327050771564245, "total_loss": 1.6736883765115635} {"data_time": 0.009655775502324104, "eta_seconds": 147367.6882714294, "iteration": 68059, "loss_fcos_cls": 0.2866102126426995, "loss_fcos_ctr": 0.6223729178309441, "loss_fcos_loc": 0.20793854328803718, "loss_mask": 0.26985279470682144, "loss_maskiou": 0.005449623960885219, "loss_sem_seg": 0.2906719110906124, "lr": 0.01, "mask_rcnn/accuracy": 0.8763098407064689, "mask_rcnn/false_negative": 0.10660301404213988, "mask_rcnn/false_positive": 0.13441342081226162, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7480721715837717, "total_loss": 1.6764121330925263} {"data_time": 0.010103408247232437, "eta_seconds": 147410.27178123873, "iteration": 68079, "loss_fcos_cls": 0.27315497724339366, "loss_fcos_ctr": 0.6220196727663279, "loss_fcos_loc": 0.20289308903738856, "loss_mask": 0.28170039923861623, "loss_maskiou": 0.006353217409923673, "loss_sem_seg": 0.3066260712221265, "lr": 0.01, "mask_rcnn/accuracy": 0.8699101068999029, "mask_rcnn/false_negative": 0.09580999462019804, "mask_rcnn/false_positive": 0.16049016795060317, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7397667914628983, "total_loss": 1.7104928763146745} {"data_time": 0.010175472125411034, "eta_seconds": 147338.49802511558, "iteration": 68099, "loss_fcos_cls": 0.26558531331829727, "loss_fcos_ctr": 0.6205243119038641, "loss_fcos_loc": 0.20490444643655792, "loss_mask": 0.27422049548476934, "loss_maskiou": 0.006091582006774843, "loss_sem_seg": 0.28047084528952837, "lr": 0.01, "mask_rcnn/accuracy": 0.89213090539246, "mask_rcnn/false_negative": 0.0927498971731501, "mask_rcnn/false_positive": 0.13001149533522693, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 42.25, "time": 0.7323739258572459, "total_loss": 1.658656578631053} {"data_time": 0.01045843306928873, "eta_seconds": 147380.6048675701, "iteration": 68119, "loss_fcos_cls": 0.26780519215390086, "loss_fcos_ctr": 0.6223639100790024, "loss_fcos_loc": 0.206047945888713, "loss_mask": 0.2696130136027932, "loss_maskiou": 0.005962804687442258, "loss_sem_seg": 0.3096287618391216, "lr": 0.01, "mask_rcnn/accuracy": 0.8903308307972312, "mask_rcnn/false_negative": 0.09062468087731829, "mask_rcnn/false_positive": 0.13320900091532017, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.0, "time": 0.7406511772423983, "total_loss": 1.655643236998003} {"data_time": 0.010133559815585613, "eta_seconds": 147251.87466754485, "iteration": 68139, "loss_fcos_cls": 0.2536830729804933, "loss_fcos_ctr": 0.6219741087406874, "loss_fcos_loc": 0.20143217267468572, "loss_mask": 0.2590157501399517, "loss_maskiou": 0.00589746268815361, "loss_sem_seg": 0.32249702140688896, "lr": 0.01, "mask_rcnn/accuracy": 0.8826929209183674, "mask_rcnn/false_negative": 0.0844107888883115, "mask_rcnn/false_positive": 0.13129341987142662, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7189651923254132, "total_loss": 1.65884658673167} {"data_time": 0.010726582258939743, "eta_seconds": 147237.28523475025, "iteration": 68159, "loss_fcos_cls": 0.2736984104849398, "loss_fcos_ctr": 0.6234227158129215, "loss_fcos_loc": 0.20141314680222422, "loss_mask": 0.27608092967420816, "loss_maskiou": 0.005502922744199168, "loss_sem_seg": 0.30704561108723283, "lr": 0.01, "mask_rcnn/accuracy": 0.8766678835385731, "mask_rcnn/false_negative": 0.08940378131206941, "mask_rcnn/false_positive": 0.13849970894447566, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 38.25, "time": 0.7277602506801486, "total_loss": 1.6971277644188376} {"data_time": 0.009905372746288776, "eta_seconds": 147209.2378334971, "iteration": 68179, "loss_fcos_cls": 0.2746970031876117, "loss_fcos_ctr": 0.6205684021115303, "loss_fcos_loc": 0.19870915240608156, "loss_mask": 0.27763162599876523, "loss_maskiou": 0.006016833242028952, "loss_sem_seg": 0.27252618642523885, "lr": 0.01, "mask_rcnn/accuracy": 0.882120253164557, "mask_rcnn/false_negative": 0.08976705636752279, "mask_rcnn/false_positive": 0.15217706583631418, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7134221382439137, "total_loss": 1.6587232147358009} {"data_time": 0.010083920322358608, "eta_seconds": 147194.64973435644, "iteration": 68199, "loss_fcos_cls": 0.2760467054322362, "loss_fcos_ctr": 0.6249026483856142, "loss_fcos_loc": 0.19645102909998968, "loss_mask": 0.2754730028100312, "loss_maskiou": 0.006104597821831703, "loss_sem_seg": 0.33188864728435874, "lr": 0.01, "mask_rcnn/accuracy": 0.8946752619966906, "mask_rcnn/false_negative": 0.07889123168893614, "mask_rcnn/false_positive": 0.1232071793183214, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 37.25, "time": 0.7554304040968418, "total_loss": 1.6992314224225993} {"data_time": 0.010659697465598583, "eta_seconds": 147171.72554996796, "iteration": 68219, "loss_fcos_cls": 0.2712017383892089, "loss_fcos_ctr": 0.6221998622640967, "loss_fcos_loc": 0.2071999739855528, "loss_mask": 0.2807773898821324, "loss_maskiou": 0.0062200819156714715, "loss_sem_seg": 0.29377014096826315, "lr": 0.01, "mask_rcnn/accuracy": 0.8678233934023047, "mask_rcnn/false_negative": 0.10686962196429722, "mask_rcnn/false_positive": 0.14664783976352394, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.0, "time": 0.7229864681139588, "total_loss": 1.668635590307531} {"data_time": 0.00988253578543663, "eta_seconds": 147157.13827707805, "iteration": 68239, "loss_fcos_cls": 0.2690251594176516, "loss_fcos_ctr": 0.6221406143158674, "loss_fcos_loc": 0.20044989860616624, "loss_mask": 0.2692376198247075, "loss_maskiou": 0.006001397137879394, "loss_sem_seg": 0.28352086269296706, "lr": 0.01, "mask_rcnn/accuracy": 0.8762402116340775, "mask_rcnn/false_negative": 0.09606311523267269, "mask_rcnn/false_positive": 0.14761692479685065, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 44.75, "time": 0.7320376886054873, "total_loss": 1.661125688253378} {"data_time": 0.010533913969993591, "eta_seconds": 147061.69578975812, "iteration": 68259, "loss_fcos_cls": 0.2742524481145665, "loss_fcos_ctr": 0.6163302948698401, "loss_fcos_loc": 0.19442750373855233, "loss_mask": 0.2560733836144209, "loss_maskiou": 0.005142273003002629, "loss_sem_seg": 0.3155937544070184, "lr": 0.01, "mask_rcnn/accuracy": 0.8980502915451896, "mask_rcnn/false_negative": 0.09220582755576379, "mask_rcnn/false_positive": 0.11983136506336041, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.0, "time": 0.737141314893961, "total_loss": 1.677252677109209} {"data_time": 0.010169772431254387, "eta_seconds": 147127.96373129822, "iteration": 68279, "loss_fcos_cls": 0.26232376229017973, "loss_fcos_ctr": 0.6245757658034563, "loss_fcos_loc": 0.20972928986884654, "loss_mask": 0.2796681341715157, "loss_maskiou": 0.006302940459136153, "loss_sem_seg": 0.296577790286392, "lr": 0.01, "mask_rcnn/accuracy": 0.8706058268973551, "mask_rcnn/false_negative": 0.09688120330839131, "mask_rcnn/false_positive": 0.13203443750060204, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.75, "time": 0.7321119923144579, "total_loss": 1.6975027559728915} {"data_time": 0.010110619477927685, "eta_seconds": 147113.3764584083, "iteration": 68299, "loss_fcos_cls": 0.26759548438712955, "loss_fcos_ctr": 0.6209174506366253, "loss_fcos_loc": 0.20358952786773443, "loss_mask": 0.27285971585661173, "loss_maskiou": 0.006414283343474381, "loss_sem_seg": 0.3207300673238933, "lr": 0.01, "mask_rcnn/accuracy": 0.8656632282811527, "mask_rcnn/false_negative": 0.10324668660567676, "mask_rcnn/false_positive": 0.1577140325918684, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.25, "time": 0.730870065279305, "total_loss": 1.6940272125066258} {"data_time": 0.010667058639228344, "eta_seconds": 147134.3901209794, "iteration": 68319, "loss_fcos_cls": 0.26897613517940044, "loss_fcos_ctr": 0.6187097979709506, "loss_fcos_loc": 0.2019032258540392, "loss_mask": 0.2666046731173992, "loss_maskiou": 0.005876236173207872, "loss_sem_seg": 0.2929745246656239, "lr": 0.01, "mask_rcnn/accuracy": 0.8871455027935939, "mask_rcnn/false_negative": 0.10314242537308232, "mask_rcnn/false_positive": 0.12719714805104348, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.25, "time": 0.7374665476381779, "total_loss": 1.6715936865512049} {"data_time": 0.009376865811645985, "eta_seconds": 147238.00577316154, "iteration": 68339, "loss_fcos_cls": 0.2679476011544466, "loss_fcos_ctr": 0.6216889638453722, "loss_fcos_loc": 0.2078618350205943, "loss_mask": 0.2631329158321023, "loss_maskiou": 0.004998963775506127, "loss_sem_seg": 0.2914623520337045, "lr": 0.01, "mask_rcnn/accuracy": 0.8832954530126658, "mask_rcnn/false_negative": 0.09682832958175505, "mask_rcnn/false_positive": 0.1397909390570558, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7351076118648052, "total_loss": 1.638058552503935} {"data_time": 0.009560957551002502, "eta_seconds": 147246.95077546686, "iteration": 68359, "loss_fcos_cls": 0.26160269835963845, "loss_fcos_ctr": 0.6188926598988473, "loss_fcos_loc": 0.1961808241903782, "loss_mask": 0.27415014803409576, "loss_maskiou": 0.00558872043620795, "loss_sem_seg": 0.3348462914582342, "lr": 0.01, "mask_rcnn/accuracy": 0.8819341372912801, "mask_rcnn/false_negative": 0.08483368181146525, "mask_rcnn/false_positive": 0.14614558639622238, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7370929419994354, "total_loss": 1.6958948052779306} {"data_time": 0.010572575032711029, "eta_seconds": 147212.36185746454, "iteration": 68379, "loss_fcos_cls": 0.2624597358517349, "loss_fcos_ctr": 0.6224517533555627, "loss_fcos_loc": 0.20256633986718953, "loss_mask": 0.26481445878744125, "loss_maskiou": 0.005853742113686167, "loss_sem_seg": 0.3022668971680105, "lr": 0.01, "mask_rcnn/accuracy": 0.8856292517006803, "mask_rcnn/false_negative": 0.0815128859923217, "mask_rcnn/false_positive": 0.11544255576588416, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.5, "time": 0.7252847123891115, "total_loss": 1.6588028357364237} {"data_time": 0.0093369847163558, "eta_seconds": 147244.66932936572, "iteration": 68399, "loss_fcos_cls": 0.2582988766953349, "loss_fcos_ctr": 0.6178619749844074, "loss_fcos_loc": 0.19685940770432353, "loss_mask": 0.26473028073087335, "loss_maskiou": 0.0055941240570973605, "loss_sem_seg": 0.2889264978002757, "lr": 0.01, "mask_rcnn/accuracy": 0.8993758043758044, "mask_rcnn/false_negative": 0.09557503198579136, "mask_rcnn/false_positive": 0.10877841417752651, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.25, "time": 0.7446019072085619, "total_loss": 1.5919890998775372} {"data_time": 0.00962612871080637, "eta_seconds": 147350.60974739585, "iteration": 68419, "loss_fcos_cls": 0.275445441249758, "loss_fcos_ctr": 0.6230226084589958, "loss_fcos_loc": 0.21538930851966143, "loss_mask": 0.2755755679681897, "loss_maskiou": 0.005991862453811336, "loss_sem_seg": 0.2934760651551187, "lr": 0.01, "mask_rcnn/accuracy": 0.9080575457945981, "mask_rcnn/false_negative": 0.09271981489982684, "mask_rcnn/false_positive": 0.12097178433605307, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.739574633538723, "total_loss": 1.6684654606942786} {"data_time": 0.009093482047319412, "eta_seconds": 147294.3639061153, "iteration": 68439, "loss_fcos_cls": 0.2704122627619654, "loss_fcos_ctr": 0.621713318862021, "loss_fcos_loc": 0.2073828800348565, "loss_mask": 0.2663324996829033, "loss_maskiou": 0.006166960454720538, "loss_sem_seg": 0.305084437597543, "lr": 0.01, "mask_rcnn/accuracy": 0.8857190027909898, "mask_rcnn/false_negative": 0.07941791466317262, "mask_rcnn/false_positive": 0.1392854352354218, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.5, "time": 0.7257067104801536, "total_loss": 1.6849893353064544} {"data_time": 0.00913238525390625, "eta_seconds": 147153.9503380861, "iteration": 68459, "loss_fcos_cls": 0.2707708468660712, "loss_fcos_ctr": 0.6232109861448407, "loss_fcos_loc": 0.20604744809679687, "loss_mask": 0.27467862982302904, "loss_maskiou": 0.005304697420797311, "loss_sem_seg": 0.31344419065862894, "lr": 0.01, "mask_rcnn/accuracy": 0.8731698199088773, "mask_rcnn/false_negative": 0.09716269986752506, "mask_rcnn/false_positive": 0.15781098122656184, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.75, "time": 0.7235561851412058, "total_loss": 1.7011149681347888} {"data_time": 0.010980869643390179, "eta_seconds": 147139.3474582415, "iteration": 68479, "loss_fcos_cls": 0.2767820042790845, "loss_fcos_ctr": 0.6236828528344631, "loss_fcos_loc": 0.21747130143921822, "loss_mask": 0.27597925532609224, "loss_maskiou": 0.005815480399178341, "loss_sem_seg": 0.29003027779981494, "lr": 0.01, "mask_rcnn/accuracy": 0.8862614182649884, "mask_rcnn/false_negative": 0.07721485564794918, "mask_rcnn/false_positive": 0.1303330823423737, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.75, "time": 0.7259653462097049, "total_loss": 1.6747366097915801} {"data_time": 0.0109153026714921, "eta_seconds": 147121.1855604099, "iteration": 68499, "loss_fcos_cls": 0.2750495979562402, "loss_fcos_ctr": 0.6189248245209455, "loss_fcos_loc": 0.20179691939847544, "loss_mask": 0.2744894977658987, "loss_maskiou": 0.005661134302499704, "loss_sem_seg": 0.3060391149483621, "lr": 0.01, "mask_rcnn/accuracy": 0.8711373521092491, "mask_rcnn/false_negative": 0.08592615357433009, "mask_rcnn/false_positive": 0.1692395910887543, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7395455772057176, "total_loss": 1.6909047489898512} {"data_time": 0.010305313393473625, "eta_seconds": 147130.1118780002, "iteration": 68519, "loss_fcos_cls": 0.2619015097152442, "loss_fcos_ctr": 0.6222126893699169, "loss_fcos_loc": 0.20721256989054382, "loss_mask": 0.27449711691588163, "loss_maskiou": 0.005911811625992414, "loss_sem_seg": 0.3155553280375898, "lr": 0.01, "mask_rcnn/accuracy": 0.8937372194096023, "mask_rcnn/false_negative": 0.08432396773809467, "mask_rcnn/false_positive": 0.13207293036073003, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.25, "time": 0.7326500369235873, "total_loss": 1.6755872835638002} {"data_time": 0.011166725307703018, "eta_seconds": 147178.10815619119, "iteration": 68539, "loss_fcos_cls": 0.2716130195185542, "loss_fcos_ctr": 0.6225073770619929, "loss_fcos_loc": 0.20658587105572224, "loss_mask": 0.28428705129772425, "loss_maskiou": 0.006621324457228184, "loss_sem_seg": 0.2622480718418956, "lr": 0.01, "mask_rcnn/accuracy": 0.8745552214136498, "mask_rcnn/false_negative": 0.10929046548357793, "mask_rcnn/false_positive": 0.15122762913279103, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.5, "time": 0.7576080830767751, "total_loss": 1.6592067816964118} {"data_time": 0.010066801682114601, "eta_seconds": 147212.5156692993, "iteration": 68559, "loss_fcos_cls": 0.26330500841140747, "loss_fcos_ctr": 0.6208575638011098, "loss_fcos_loc": 0.19245880242669955, "loss_mask": 0.27602130826562643, "loss_maskiou": 0.005790235794847831, "loss_sem_seg": 0.3030751165933907, "lr": 0.01, "mask_rcnn/accuracy": 0.8753026038001408, "mask_rcnn/false_negative": 0.09130827739392916, "mask_rcnn/false_positive": 0.16518091541490268, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7631981857120991, "total_loss": 1.671210086755309} {"data_time": 0.010936330072581768, "eta_seconds": 147186.2657101294, "iteration": 68579, "loss_fcos_cls": 0.2658926732838154, "loss_fcos_ctr": 0.6210423423908651, "loss_fcos_loc": 0.20211817068047822, "loss_mask": 0.2867080047726631, "loss_maskiou": 0.006991017158725299, "loss_sem_seg": 0.31132682459428906, "lr": 0.01, "mask_rcnn/accuracy": 0.8685042701213975, "mask_rcnn/false_negative": 0.09610161902728806, "mask_rcnn/false_positive": 0.17609438369935482, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.5, "time": 0.7264563692733645, "total_loss": 1.6942066445444652} {"data_time": 0.009765624068677425, "eta_seconds": 147230.35898644198, "iteration": 68599, "loss_fcos_cls": 0.2580224183620885, "loss_fcos_ctr": 0.619393827393651, "loss_fcos_loc": 0.19400271959602833, "loss_mask": 0.2780408151447773, "loss_maskiou": 0.006314731057500467, "loss_sem_seg": 0.3221701383590698, "lr": 0.01, "mask_rcnn/accuracy": 0.8833189878394967, "mask_rcnn/false_negative": 0.09128191358580462, "mask_rcnn/false_positive": 0.15770170335467015, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7366380905732512, "total_loss": 1.7046787449326075} {"data_time": 0.009894468821585178, "eta_seconds": 147246.63208966982, "iteration": 68619, "loss_fcos_cls": 0.2628403101116419, "loss_fcos_ctr": 0.6187067041173577, "loss_fcos_loc": 0.19648284377763048, "loss_mask": 0.2528652520850301, "loss_maskiou": 0.0050277175978408195, "loss_sem_seg": 0.3200353276915848, "lr": 0.01, "mask_rcnn/accuracy": 0.8897401909481741, "mask_rcnn/false_negative": 0.09775067099781673, "mask_rcnn/false_positive": 0.13120010621282213, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 34.0, "time": 0.7232211222872138, "total_loss": 1.6772640642375336} {"data_time": 0.010122557170689106, "eta_seconds": 147337.67502153106, "iteration": 68639, "loss_fcos_cls": 0.2680087913759053, "loss_fcos_ctr": 0.6199858570471406, "loss_fcos_loc": 0.2010214632609859, "loss_mask": 0.269994986243546, "loss_maskiou": 0.006332693868898787, "loss_sem_seg": 0.27753766160458326, "lr": 0.01, "mask_rcnn/accuracy": 0.8611879534422464, "mask_rcnn/false_negative": 0.11332502046116895, "mask_rcnn/false_positive": 0.14156506295053112, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7323218444362283, "total_loss": 1.6649293768277857} {"data_time": 0.010684005916118622, "eta_seconds": 147311.57701928355, "iteration": 68659, "loss_fcos_cls": 0.2773879044689238, "loss_fcos_ctr": 0.6236736071296036, "loss_fcos_loc": 0.21263789205113426, "loss_mask": 0.27774956077337265, "loss_maskiou": 0.006039538558979984, "loss_sem_seg": 0.29862035159021616, "lr": 0.01, "mask_rcnn/accuracy": 0.8694322102060197, "mask_rcnn/false_negative": 0.1309649525906374, "mask_rcnn/false_positive": 0.15401515423295048, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7370575787499547, "total_loss": 1.6683770566887688} {"data_time": 0.009372236207127571, "eta_seconds": 147270.2831541812, "iteration": 68679, "loss_fcos_cls": 0.27393406140618026, "loss_fcos_ctr": 0.6221515033394098, "loss_fcos_loc": 0.19943738088477403, "loss_mask": 0.277274914085865, "loss_maskiou": 0.005386978475144133, "loss_sem_seg": 0.29929751344025135, "lr": 0.01, "mask_rcnn/accuracy": 0.882077598481253, "mask_rcnn/false_negative": 0.08174065753251274, "mask_rcnn/false_positive": 0.13481844896698925, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.7251778189092875, "total_loss": 1.6937870886395103} {"data_time": 0.01021999679505825, "eta_seconds": 147229.2921109302, "iteration": 68699, "loss_fcos_cls": 0.2613192235585302, "loss_fcos_ctr": 0.6232089661061764, "loss_fcos_loc": 0.20409054635092616, "loss_mask": 0.2710867580026388, "loss_maskiou": 0.0059094054595334455, "loss_sem_seg": 0.3138890117406845, "lr": 0.01, "mask_rcnn/accuracy": 0.899873437747192, "mask_rcnn/false_negative": 0.08353426926075769, "mask_rcnn/false_positive": 0.12077813834467505, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7319381469860673, "total_loss": 1.6702856935662567} {"data_time": 0.010519934818148613, "eta_seconds": 147241.0223650625, "iteration": 68719, "loss_fcos_cls": 0.2608195672510192, "loss_fcos_ctr": 0.6221949411556125, "loss_fcos_loc": 0.20269275410100818, "loss_mask": 0.2661380195058882, "loss_maskiou": 0.005511894876690349, "loss_sem_seg": 0.2813810952939093, "lr": 0.01, "mask_rcnn/accuracy": 0.8696163978245419, "mask_rcnn/false_negative": 0.09800095776476947, "mask_rcnn/false_positive": 0.15412229543092243, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.730979485437274, "total_loss": 1.6478152946365299} {"data_time": 0.009594589471817017, "eta_seconds": 147226.58278331626, "iteration": 68739, "loss_fcos_cls": 0.2687165685929358, "loss_fcos_ctr": 0.6195210092701018, "loss_fcos_loc": 0.20036288676783442, "loss_mask": 0.28019942063838243, "loss_maskiou": 0.006448276610171888, "loss_sem_seg": 0.29430749267339706, "lr": 0.01, "mask_rcnn/accuracy": 0.8910231465467543, "mask_rcnn/false_negative": 0.08525342402692812, "mask_rcnn/false_positive": 0.11442913668447055, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.7379403775557876, "total_loss": 1.6413504003212438} {"data_time": 0.010177726857364178, "eta_seconds": 147238.41180354543, "iteration": 68759, "loss_fcos_cls": 0.2753373049199581, "loss_fcos_ctr": 0.6237709124106914, "loss_fcos_loc": 0.22085674828849733, "loss_mask": 0.2995072025805712, "loss_maskiou": 0.007034353788185399, "loss_sem_seg": 0.3122027211356908, "lr": 0.01, "mask_rcnn/accuracy": 0.8904819501692303, "mask_rcnn/false_negative": 0.08404601560663244, "mask_rcnn/false_positive": 0.12742179417347324, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7482397574931383, "total_loss": 1.733163917582715} {"data_time": 0.010097787715494633, "eta_seconds": 147293.68763776962, "iteration": 68779, "loss_fcos_cls": 0.2728963550180197, "loss_fcos_ctr": 0.6231411611661315, "loss_fcos_loc": 0.20513824000954628, "loss_mask": 0.2831014823168516, "loss_maskiou": 0.006061723186576273, "loss_sem_seg": 0.3095416221767664, "lr": 0.01, "mask_rcnn/accuracy": 0.8765729506088149, "mask_rcnn/false_negative": 0.08814761822562005, "mask_rcnn/false_positive": 0.1399649765890755, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7356510423123837, "total_loss": 1.7230833541107131} {"data_time": 0.009986383840441704, "eta_seconds": 147340.28854387533, "iteration": 68799, "loss_fcos_cls": 0.261523078486789, "loss_fcos_ctr": 0.6203835839405656, "loss_fcos_loc": 0.1998267734888941, "loss_mask": 0.26978105679154396, "loss_maskiou": 0.005395862273871899, "loss_sem_seg": 0.2992487442679703, "lr": 0.01, "mask_rcnn/accuracy": 0.8851627401380877, "mask_rcnn/false_negative": 0.0992757744805762, "mask_rcnn/false_positive": 0.13617437302596974, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.0, "time": 0.7334676897153258, "total_loss": 1.6464369525419897} {"data_time": 0.009744180366396904, "eta_seconds": 147340.2091105394, "iteration": 68819, "loss_fcos_cls": 0.2868641533423215, "loss_fcos_ctr": 0.6238310532644391, "loss_fcos_loc": 0.21091343718580902, "loss_mask": 0.263722681440413, "loss_maskiou": 0.005863146790943574, "loss_sem_seg": 0.2939417955931276, "lr": 0.01, "mask_rcnn/accuracy": 0.9078810095466758, "mask_rcnn/false_negative": 0.07839566067863268, "mask_rcnn/false_positive": 0.10326758345872389, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 26.5, "time": 0.7138576926663518, "total_loss": 1.661571379765519} {"data_time": 0.00970582477748394, "eta_seconds": 147310.99638557713, "iteration": 68839, "loss_fcos_cls": 0.2627810025587678, "loss_fcos_ctr": 0.620573416352272, "loss_fcos_loc": 0.20280915219336748, "loss_mask": 0.2581651406362653, "loss_maskiou": 0.004908461218292359, "loss_sem_seg": 0.3039242485538125, "lr": 0.01, "mask_rcnn/accuracy": 0.8786798738482735, "mask_rcnn/false_negative": 0.10011943796828315, "mask_rcnn/false_positive": 0.14293739950014078, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7291703019291162, "total_loss": 1.6388551033523981} {"data_time": 0.010141384787857533, "eta_seconds": 147299.9481117474, "iteration": 68859, "loss_fcos_cls": 0.271378111327067, "loss_fcos_ctr": 0.6178593002259731, "loss_fcos_loc": 0.19699056213721633, "loss_mask": 0.27072008699178696, "loss_maskiou": 0.005615235641016625, "loss_sem_seg": 0.2626258279196918, "lr": 0.01, "mask_rcnn/accuracy": 0.8866246746223241, "mask_rcnn/false_negative": 0.09390358940823457, "mask_rcnn/false_positive": 0.11522651506499582, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 38.5, "time": 0.7381666246801615, "total_loss": 1.6283662121422822} {"data_time": 0.009676345624029636, "eta_seconds": 147281.70422727894, "iteration": 68879, "loss_fcos_cls": 0.26852504070848227, "loss_fcos_ctr": 0.6215412085875869, "loss_fcos_loc": 0.19760995218530297, "loss_mask": 0.2730891304090619, "loss_maskiou": 0.006081316838390194, "loss_sem_seg": 0.2905231434851885, "lr": 0.01, "mask_rcnn/accuracy": 0.8828083631107642, "mask_rcnn/false_negative": 0.0960288886505513, "mask_rcnn/false_positive": 0.16471680097044922, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7166998470202088, "total_loss": 1.6579119733069092} {"data_time": 0.01037225779145956, "eta_seconds": 147236.1172946021, "iteration": 68899, "loss_fcos_cls": 0.27040679822675884, "loss_fcos_ctr": 0.6194533938542008, "loss_fcos_loc": 0.21051666734274477, "loss_mask": 0.2709000241011381, "loss_maskiou": 0.005927508893364575, "loss_sem_seg": 0.29228632198646665, "lr": 0.01, "mask_rcnn/accuracy": 0.8650546804359567, "mask_rcnn/false_negative": 0.11272071973759526, "mask_rcnn/false_positive": 0.11642125720285204, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.5, "time": 0.7290640268474817, "total_loss": 1.6883235935674747} {"data_time": 0.009377000853419304, "eta_seconds": 147247.58814821765, "iteration": 68919, "loss_fcos_cls": 0.2710517989471555, "loss_fcos_ctr": 0.6182341780513525, "loss_fcos_loc": 0.19729526911396533, "loss_mask": 0.25884078117087483, "loss_maskiou": 0.005489959912665654, "loss_sem_seg": 0.3081789396237582, "lr": 0.01, "mask_rcnn/accuracy": 0.9028090213358071, "mask_rcnn/false_negative": 0.0850187067392896, "mask_rcnn/false_positive": 0.11277793876655617, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.5, "time": 0.7264027195051312, "total_loss": 1.6681329358689254} {"data_time": 0.010749410837888718, "eta_seconds": 147206.83129059523, "iteration": 68939, "loss_fcos_cls": 0.27157820081629325, "loss_fcos_ctr": 0.6237286617979407, "loss_fcos_loc": 0.21235679966048338, "loss_mask": 0.27215020172297955, "loss_maskiou": 0.005442033107101452, "loss_sem_seg": 0.3074903329834342, "lr": 0.01, "mask_rcnn/accuracy": 0.8650209084844591, "mask_rcnn/false_negative": 0.10925995158469097, "mask_rcnn/false_positive": 0.15746084173504854, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7279405556619167, "total_loss": 1.6884452526428504} {"data_time": 0.009738706983625889, "eta_seconds": 147224.90219133534, "iteration": 68959, "loss_fcos_cls": 0.26696441089734435, "loss_fcos_ctr": 0.6251123817637563, "loss_fcos_loc": 0.21236531931208447, "loss_mask": 0.27808848582208157, "loss_maskiou": 0.005419453926151618, "loss_sem_seg": 0.3373565007932484, "lr": 0.01, "mask_rcnn/accuracy": 0.8582833456379968, "mask_rcnn/false_negative": 0.11868028587749735, "mask_rcnn/false_positive": 0.1564512514627453, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.0, "time": 0.7357385978102684, "total_loss": 1.71717128752789} {"data_time": 0.009671728126704693, "eta_seconds": 147208.47383153345, "iteration": 68979, "loss_fcos_cls": 0.2665935087716207, "loss_fcos_ctr": 0.6189262876287103, "loss_fcos_loc": 0.19822346000000834, "loss_mask": 0.27476994320750237, "loss_maskiou": 0.005569489971094299, "loss_sem_seg": 0.32624505646526814, "lr": 0.01, "mask_rcnn/accuracy": 0.8963820157210574, "mask_rcnn/false_negative": 0.0820492272234116, "mask_rcnn/false_positive": 0.13048755951807625, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.7137582441791892, "total_loss": 1.690343538619345} {"data_time": 0.009487900882959366, "eta_seconds": 147302.29798409343, "iteration": 68999, "loss_fcos_cls": 0.2590885031968355, "loss_fcos_ctr": 0.6193594592623413, "loss_fcos_loc": 0.19793670298531651, "loss_mask": 0.26787115074694157, "loss_maskiou": 0.006183012897963636, "loss_sem_seg": 0.3326970082707703, "lr": 0.01, "mask_rcnn/accuracy": 0.8935852255922132, "mask_rcnn/false_negative": 0.09468466765158182, "mask_rcnn/false_positive": 0.12423548378145596, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7485516611486673, "total_loss": 1.7053798825945705} {"data_time": 0.01026412658393383, "eta_seconds": 147287.64111194015, "iteration": 69019, "loss_fcos_cls": 0.24861762078944594, "loss_fcos_ctr": 0.6216696954797953, "loss_fcos_loc": 0.20315994694828987, "loss_mask": 0.2824464803561568, "loss_maskiou": 0.006367570833390346, "loss_sem_seg": 0.3124073571525514, "lr": 0.01, "mask_rcnn/accuracy": 0.8759834854994629, "mask_rcnn/false_negative": 0.1188829398726357, "mask_rcnn/false_positive": 0.1311327799912853, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.0, "time": 0.736651012673974, "total_loss": 1.6929935492480581} {"data_time": 0.00931121688336134, "eta_seconds": 147272.98423978686, "iteration": 69039, "loss_fcos_cls": 0.2543067545630038, "loss_fcos_ctr": 0.6211620550602674, "loss_fcos_loc": 0.20083419152069837, "loss_mask": 0.2722366275265813, "loss_maskiou": 0.005900711388676427, "loss_sem_seg": 0.3045194149017334, "lr": 0.01, "mask_rcnn/accuracy": 0.8785620861540742, "mask_rcnn/false_negative": 0.09747842407597385, "mask_rcnn/false_positive": 0.15813864620262946, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 37.75, "time": 0.7335532177239656, "total_loss": 1.6658580479343073} {"data_time": 0.009866389445960522, "eta_seconds": 147211.08832861017, "iteration": 69059, "loss_fcos_cls": 0.2560669924132526, "loss_fcos_ctr": 0.6202206173911691, "loss_fcos_loc": 0.19802957214415073, "loss_mask": 0.281094484962523, "loss_maskiou": 0.005741736007621512, "loss_sem_seg": 0.3139939457178116, "lr": 0.01, "mask_rcnn/accuracy": 0.8792864128409985, "mask_rcnn/false_negative": 0.09052511275738609, "mask_rcnn/false_positive": 0.1396556483765729, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.25, "time": 0.7328833118081093, "total_loss": 1.678163682059676} {"data_time": 0.009917259216308594, "eta_seconds": 147169.76711906958, "iteration": 69079, "loss_fcos_cls": 0.26640949968714267, "loss_fcos_ctr": 0.621347731910646, "loss_fcos_loc": 0.21067301044240594, "loss_mask": 0.2861497709527612, "loss_maskiou": 0.006313974168733694, "loss_sem_seg": 0.28252672776579857, "lr": 0.01, "mask_rcnn/accuracy": 0.8785473517058339, "mask_rcnn/false_negative": 0.09530039401216034, "mask_rcnn/false_positive": 0.11560397190428073, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.75, "time": 0.7342867301777005, "total_loss": 1.6872019983311475} {"data_time": 0.009420792572200298, "eta_seconds": 147212.44148002937, "iteration": 69099, "loss_fcos_cls": 0.28192223608493805, "loss_fcos_ctr": 0.6216044826433063, "loss_fcos_loc": 0.20439008728135377, "loss_mask": 0.28079206589609385, "loss_maskiou": 0.005801193314255215, "loss_sem_seg": 0.3187032425776124, "lr": 0.01, "mask_rcnn/accuracy": 0.8793861582651494, "mask_rcnn/false_negative": 0.08335552159038814, "mask_rcnn/false_positive": 0.13354443691828927, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.762154090218246, "total_loss": 1.7162720970954979} {"data_time": 0.010544020682573318, "eta_seconds": 147140.4680876853, "iteration": 69119, "loss_fcos_cls": 0.26189698185771704, "loss_fcos_ctr": 0.620358913205564, "loss_fcos_loc": 0.19998324918560684, "loss_mask": 0.2631223308853805, "loss_maskiou": 0.006287501455517486, "loss_sem_seg": 0.2880498587619513, "lr": 0.01, "mask_rcnn/accuracy": 0.8930005578263771, "mask_rcnn/false_negative": 0.10204042594281065, "mask_rcnn/false_positive": 0.13130521302955886, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.25, "time": 0.7231075586751103, "total_loss": 1.6503570293571102} {"data_time": 0.010472889989614487, "eta_seconds": 147199.69987902045, "iteration": 69139, "loss_fcos_cls": 0.2694036993198097, "loss_fcos_ctr": 0.6189721934497356, "loss_fcos_loc": 0.20210647862404585, "loss_mask": 0.27990865986794233, "loss_maskiou": 0.006364779008436017, "loss_sem_seg": 0.3117528799921274, "lr": 0.01, "mask_rcnn/accuracy": 0.8477329324586977, "mask_rcnn/false_negative": 0.12154697207486478, "mask_rcnn/false_positive": 0.18024774375589764, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7485010772943497, "total_loss": 1.6860591439908603} {"data_time": 0.009485485963523388, "eta_seconds": 147137.82747675385, "iteration": 69159, "loss_fcos_cls": 0.25204609672073275, "loss_fcos_ctr": 0.6193832028657198, "loss_fcos_loc": 0.1899494203971699, "loss_mask": 0.2642880594357848, "loss_maskiou": 0.005897344555705786, "loss_sem_seg": 0.2699466054327786, "lr": 0.01, "mask_rcnn/accuracy": 0.8876113825812015, "mask_rcnn/false_negative": 0.09356340198110225, "mask_rcnn/false_positive": 0.11504832319353145, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7117065442726016, "total_loss": 1.614285773895972} {"data_time": 0.010012990795075893, "eta_seconds": 147172.47637227923, "iteration": 69179, "loss_fcos_cls": 0.2712865669745952, "loss_fcos_ctr": 0.6223162361420691, "loss_fcos_loc": 0.20661622507032007, "loss_mask": 0.2730341423302889, "loss_maskiou": 0.006070953175367322, "loss_sem_seg": 0.35806532576680183, "lr": 0.01, "mask_rcnn/accuracy": 0.8844519427810161, "mask_rcnn/false_negative": 0.11402019359756316, "mask_rcnn/false_positive": 0.11382888465908253, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.0, "time": 0.7404840905219316, "total_loss": 1.7222605605784338} {"data_time": 0.00994748342782259, "eta_seconds": 147155.7292625606, "iteration": 69199, "loss_fcos_cls": 0.2775164879858494, "loss_fcos_ctr": 0.6224530283361673, "loss_fcos_loc": 0.20652344485279173, "loss_mask": 0.2864176817238331, "loss_maskiou": 0.00654241671145428, "loss_sem_seg": 0.30242887139320374, "lr": 0.01, "mask_rcnn/accuracy": 0.861904761904762, "mask_rcnn/false_negative": 0.09827857395747794, "mask_rcnn/false_positive": 0.15880997574129485, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7339894790202379, "total_loss": 1.7288527154596522} {"data_time": 0.011169223114848137, "eta_seconds": 147124.51014580205, "iteration": 69219, "loss_fcos_cls": 0.27033770200796425, "loss_fcos_ctr": 0.6195027125068009, "loss_fcos_loc": 0.2021760675124824, "loss_mask": 0.26335384510457516, "loss_maskiou": 0.005301718665577937, "loss_sem_seg": 0.3184922281652689, "lr": 0.01, "mask_rcnn/accuracy": 0.8773191094619666, "mask_rcnn/false_negative": 0.08634761566132237, "mask_rcnn/false_positive": 0.14142626392809132, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7213590415194631, "total_loss": 1.6875687800056767} {"data_time": 0.010426349937915802, "eta_seconds": 147126.41551825404, "iteration": 69239, "loss_fcos_cls": 0.25547360733617097, "loss_fcos_ctr": 0.6241451157256961, "loss_fcos_loc": 0.20106908411253244, "loss_mask": 0.27645852603018284, "loss_maskiou": 0.005603383389825467, "loss_sem_seg": 0.26888766465708613, "lr": 0.01, "mask_rcnn/accuracy": 0.8817750850340136, "mask_rcnn/false_negative": 0.08162393667084517, "mask_rcnn/false_positive": 0.1685473744209449, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 33.5, "time": 0.7344759227707982, "total_loss": 1.6222626166272676} {"data_time": 0.009521570056676865, "eta_seconds": 147037.92147784028, "iteration": 69259, "loss_fcos_cls": 0.2595892227254808, "loss_fcos_ctr": 0.6212852392345667, "loss_fcos_loc": 0.19878438394516706, "loss_mask": 0.28235289454460144, "loss_maskiou": 0.006134369585197419, "loss_sem_seg": 0.28939975053071976, "lr": 0.01, "mask_rcnn/accuracy": 0.8849236661705355, "mask_rcnn/false_negative": 0.0839899944669179, "mask_rcnn/false_positive": 0.1364758066120254, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7211071271449327, "total_loss": 1.6582696953701088} {"data_time": 0.009829631075263023, "eta_seconds": 147023.27196214814, "iteration": 69279, "loss_fcos_cls": 0.2593836993910372, "loss_fcos_ctr": 0.6189881786704063, "loss_fcos_loc": 0.1977890287525952, "loss_mask": 0.27229529805481434, "loss_maskiou": 0.005687710712663829, "loss_sem_seg": 0.2951156087219715, "lr": 0.01, "mask_rcnn/accuracy": 0.8801908263305322, "mask_rcnn/false_negative": 0.08806660152211937, "mask_rcnn/false_positive": 0.14356795188195726, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.75, "time": 0.7285824455320835, "total_loss": 1.6749299592338502} {"data_time": 0.010058925487101078, "eta_seconds": 147035.262284155, "iteration": 69299, "loss_fcos_cls": 0.2546381801366806, "loss_fcos_ctr": 0.6216423213481903, "loss_fcos_loc": 0.20719384122639894, "loss_mask": 0.27398393116891384, "loss_maskiou": 0.0057167696140822954, "loss_sem_seg": 0.27022107783704996, "lr": 0.01, "mask_rcnn/accuracy": 0.8907832309059988, "mask_rcnn/false_negative": 0.09515456649979724, "mask_rcnn/false_positive": 0.1255239474779431, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7399261360988021, "total_loss": 1.6361454819707433} {"data_time": 0.010404669679701328, "eta_seconds": 146995.37055958342, "iteration": 69319, "loss_fcos_cls": 0.2725915974006057, "loss_fcos_ctr": 0.6227238681167364, "loss_fcos_loc": 0.20337503345217556, "loss_mask": 0.2785268994048238, "loss_maskiou": 0.005744931448134594, "loss_sem_seg": 0.294189628213644, "lr": 0.01, "mask_rcnn/accuracy": 0.8716675543843911, "mask_rcnn/false_negative": 0.10969910937000858, "mask_rcnn/false_positive": 0.14527224791327226, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 35.5, "time": 0.7215460892766714, "total_loss": 1.6508819666923955} {"data_time": 0.010311931371688843, "eta_seconds": 146995.39865604043, "iteration": 69339, "loss_fcos_cls": 0.27580677391961217, "loss_fcos_ctr": 0.6208792300894856, "loss_fcos_loc": 0.2069024462834932, "loss_mask": 0.2651966935954988, "loss_maskiou": 0.005527687593712471, "loss_sem_seg": 0.280824261251837, "lr": 0.01, "mask_rcnn/accuracy": 0.8699107770671846, "mask_rcnn/false_negative": 0.09941682943374051, "mask_rcnn/false_positive": 0.13521693703338156, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 42.5, "time": 0.7446667058393359, "total_loss": 1.668458489846671} {"data_time": 0.010608133859932423, "eta_seconds": 146944.72587445006, "iteration": 69359, "loss_fcos_cls": 0.28304573148489, "loss_fcos_ctr": 0.620501066558063, "loss_fcos_loc": 0.2035669672768563, "loss_mask": 0.2653972376137972, "loss_maskiou": 0.005746055503550451, "loss_sem_seg": 0.31212689308449626, "lr": 0.01, "mask_rcnn/accuracy": 0.8773998414122322, "mask_rcnn/false_negative": 0.0815420990097897, "mask_rcnn/false_positive": 0.17354979847825042, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.0, "time": 0.7329545635730028, "total_loss": 1.676282492975588} {"data_time": 0.01024467684328556, "eta_seconds": 146955.31035521626, "iteration": 69379, "loss_fcos_cls": 0.27352035604417324, "loss_fcos_ctr": 0.6196565479040146, "loss_fcos_loc": 0.1905006895540282, "loss_mask": 0.25499231135472655, "loss_maskiou": 0.005972603292320855, "loss_sem_seg": 0.2903591771610081, "lr": 0.01, "mask_rcnn/accuracy": 0.9037695935017364, "mask_rcnn/false_negative": 0.09558316569790593, "mask_rcnn/false_positive": 0.1384746361342613, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 34.0, "time": 0.7188981994986534, "total_loss": 1.6658913930004928} {"data_time": 0.01042321790009737, "eta_seconds": 146904.49431575183, "iteration": 69399, "loss_fcos_cls": 0.27877375576645136, "loss_fcos_ctr": 0.6233713929541409, "loss_fcos_loc": 0.20900601940229535, "loss_mask": 0.27218233048915863, "loss_maskiou": 0.006089802569476888, "loss_sem_seg": 0.27943364018574357, "lr": 0.01, "mask_rcnn/accuracy": 0.8910131468317664, "mask_rcnn/false_negative": 0.07979031834314623, "mask_rcnn/false_positive": 0.1455569541624775, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.5, "time": 0.7362880054861307, "total_loss": 1.6693621786107542} {"data_time": 0.00931496825069189, "eta_seconds": 146888.0382928867, "iteration": 69419, "loss_fcos_cls": 0.2664983384311199, "loss_fcos_ctr": 0.6211767643690109, "loss_fcos_loc": 0.20800155261531472, "loss_mask": 0.2719697095453739, "loss_maskiou": 0.00594370473845629, "loss_sem_seg": 0.2800027639605105, "lr": 0.01, "mask_rcnn/accuracy": 0.8892465793135436, "mask_rcnn/false_negative": 0.08918907053418682, "mask_rcnn/false_positive": 0.12791056336827955, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.5, "time": 0.7441019732505083, "total_loss": 1.6601923433408956} {"data_time": 0.0098339868709445, "eta_seconds": 146875.20144197438, "iteration": 69439, "loss_fcos_cls": 0.260576136643067, "loss_fcos_ctr": 0.6217304235324264, "loss_fcos_loc": 0.20649034483358264, "loss_mask": 0.2624162286520004, "loss_maskiou": 0.005957413202850148, "loss_sem_seg": 0.2835428840480745, "lr": 0.01, "mask_rcnn/accuracy": 0.872435799807868, "mask_rcnn/false_negative": 0.10010256184912761, "mask_rcnn/false_positive": 0.1665661131755405, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7248514629900455, "total_loss": 1.6387186570864287} {"data_time": 0.00945322960615158, "eta_seconds": 146858.7457799781, "iteration": 69459, "loss_fcos_cls": 0.2652857177890837, "loss_fcos_ctr": 0.6220110189169645, "loss_fcos_loc": 0.20143600250594318, "loss_mask": 0.2716801334172487, "loss_maskiou": 0.00666117669607047, "loss_sem_seg": 0.26105559803545475, "lr": 0.01, "mask_rcnn/accuracy": 0.8781534529396174, "mask_rcnn/false_negative": 0.09697226377675264, "mask_rcnn/false_positive": 0.15626510034465943, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.0, "time": 0.7229786710813642, "total_loss": 1.6464445632882416} {"data_time": 0.010902134701609612, "eta_seconds": 146975.94913096074, "iteration": 69479, "loss_fcos_cls": 0.2753529390320182, "loss_fcos_ctr": 0.620927513577044, "loss_fcos_loc": 0.20164024003315717, "loss_mask": 0.2809822978451848, "loss_maskiou": 0.005893024892429821, "loss_sem_seg": 0.28759932704269886, "lr": 0.01, "mask_rcnn/accuracy": 0.8929739274502965, "mask_rcnn/false_negative": 0.08276266315234045, "mask_rcnn/false_positive": 0.11456257770308015, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.0, "time": 0.7463602237403393, "total_loss": 1.6927084102062508} {"data_time": 0.009347348473966122, "eta_seconds": 146945.6362417899, "iteration": 69499, "loss_fcos_cls": 0.2597573301754892, "loss_fcos_ctr": 0.6191851617768407, "loss_fcos_loc": 0.19607962691225111, "loss_mask": 0.2751741837710142, "loss_maskiou": 0.006399075420631561, "loss_sem_seg": 0.294585638679564, "lr": 0.01, "mask_rcnn/accuracy": 0.8816898582922179, "mask_rcnn/false_negative": 0.10014732930445108, "mask_rcnn/false_positive": 0.12274001772465779, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.25, "time": 0.7386890910565853, "total_loss": 1.6825703464419348} {"data_time": 0.00954015925526619, "eta_seconds": 146980.54495842196, "iteration": 69519, "loss_fcos_cls": 0.2716140290722251, "loss_fcos_ctr": 0.6222762763500214, "loss_fcos_loc": 0.20561480312608182, "loss_mask": 0.27278685476630926, "loss_maskiou": 0.0055108128290157765, "loss_sem_seg": 0.30245116096921265, "lr": 0.01, "mask_rcnn/accuracy": 0.8881347488490345, "mask_rcnn/false_negative": 0.09882241314727294, "mask_rcnn/false_positive": 0.12254663367174576, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.0, "time": 0.742048061452806, "total_loss": 1.672230461059371} {"data_time": 0.010368864983320236, "eta_seconds": 146916.3205503486, "iteration": 69539, "loss_fcos_cls": 0.26288796309381723, "loss_fcos_ctr": 0.6189819891005754, "loss_fcos_loc": 0.19792909850366414, "loss_mask": 0.26588738802820444, "loss_maskiou": 0.005889959924388677, "loss_sem_seg": 0.2730540568009019, "lr": 0.01, "mask_rcnn/accuracy": 0.8926636718283805, "mask_rcnn/false_negative": 0.08978632345345622, "mask_rcnn/false_positive": 0.1142992510685052, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.75, "time": 0.734833599999547, "total_loss": 1.637526518519735} {"data_time": 0.010045025497674942, "eta_seconds": 146777.8955349438, "iteration": 69559, "loss_fcos_cls": 0.265386329498142, "loss_fcos_ctr": 0.6196976462379098, "loss_fcos_loc": 0.19281788391526788, "loss_mask": 0.28394774813205004, "loss_maskiou": 0.0065118109923787415, "loss_sem_seg": 0.3331089224666357, "lr": 0.01, "mask_rcnn/accuracy": 0.8831433872250198, "mask_rcnn/false_negative": 0.10174156300943868, "mask_rcnn/false_positive": 0.14297370116314856, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 40.0, "time": 0.7292708521708846, "total_loss": 1.7016970759505057} {"data_time": 0.010172509588301182, "eta_seconds": 146824.73397669196, "iteration": 69579, "loss_fcos_cls": 0.26579633145593107, "loss_fcos_ctr": 0.6225643157958984, "loss_fcos_loc": 0.20092317753005773, "loss_mask": 0.26822834741324186, "loss_maskiou": 0.005534145195269957, "loss_sem_seg": 0.2769525367766619, "lr": 0.01, "mask_rcnn/accuracy": 0.8834320477583606, "mask_rcnn/false_negative": 0.09477402966349671, "mask_rcnn/false_positive": 0.12995374036084184, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.0, "time": 0.7444101227447391, "total_loss": 1.6231243532747612} {"data_time": 0.010977024212479591, "eta_seconds": 146872.34701318666, "iteration": 69599, "loss_fcos_cls": 0.2745665966067463, "loss_fcos_ctr": 0.62317886762321, "loss_fcos_loc": 0.21000942937098444, "loss_mask": 0.27020041458308697, "loss_maskiou": 0.005966673750663176, "loss_sem_seg": 0.3190772752277553, "lr": 0.01, "mask_rcnn/accuracy": 0.8964056544603658, "mask_rcnn/false_negative": 0.08678149928343962, "mask_rcnn/false_positive": 0.11897677122532485, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.5, "time": 0.7469659727066755, "total_loss": 1.675980582353077} {"data_time": 0.009473244659602642, "eta_seconds": 146857.68916746601, "iteration": 69619, "loss_fcos_cls": 0.2725806293892674, "loss_fcos_ctr": 0.6223297249525785, "loss_fcos_loc": 0.21615368977654725, "loss_mask": 0.2748511377722025, "loss_maskiou": 0.0061692793387919664, "loss_sem_seg": 0.31262361258268356, "lr": 0.01, "mask_rcnn/accuracy": 0.8774950364761289, "mask_rcnn/false_negative": 0.09210068822035798, "mask_rcnn/false_positive": 0.15199818026707762, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.25, "time": 0.7146451687440276, "total_loss": 1.7130291907342325} {"data_time": 0.009675403125584126, "eta_seconds": 146843.03132174537, "iteration": 69639, "loss_fcos_cls": 0.26230824238155037, "loss_fcos_ctr": 0.6223687874153256, "loss_fcos_loc": 0.20248953136615455, "loss_mask": 0.2926947819069028, "loss_maskiou": 0.005971874481474515, "loss_sem_seg": 0.2824703655205667, "lr": 0.01, "mask_rcnn/accuracy": 0.8884865386832699, "mask_rcnn/false_negative": 0.09349972116137281, "mask_rcnn/false_positive": 0.12014300853809454, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7263102065771818, "total_loss": 1.6491601799207274} {"data_time": 0.009036081843078136, "eta_seconds": 146704.6680537723, "iteration": 69659, "loss_fcos_cls": 0.271939403610304, "loss_fcos_ctr": 0.6209257422015071, "loss_fcos_loc": 0.2022545097861439, "loss_mask": 0.27367150597274303, "loss_maskiou": 0.005473582481499761, "loss_sem_seg": 0.313631575088948, "lr": 0.01, "mask_rcnn/accuracy": 0.8916052532123961, "mask_rcnn/false_negative": 0.06566742781414772, "mask_rcnn/false_positive": 0.13563601890272206, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7297542607411742, "total_loss": 1.6929134781239554} {"data_time": 0.010380269959568977, "eta_seconds": 146968.36238110717, "iteration": 69679, "loss_fcos_cls": 0.26827634312212467, "loss_fcos_ctr": 0.6230727909132838, "loss_fcos_loc": 0.20793212717399, "loss_mask": 0.27529188990592957, "loss_maskiou": 0.006573843820660841, "loss_sem_seg": 0.2926793755032122, "lr": 0.01, "mask_rcnn/accuracy": 0.8898320921110379, "mask_rcnn/false_negative": 0.08053750239383191, "mask_rcnn/false_positive": 0.1259194499710588, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.75, "time": 0.742641213349998, "total_loss": 1.6698351628292585} {"data_time": 0.010233954526484013, "eta_seconds": 146955.5468955841, "iteration": 69699, "loss_fcos_cls": 0.26082657603546977, "loss_fcos_ctr": 0.6216849125921726, "loss_fcos_loc": 0.1977627007290721, "loss_mask": 0.2802274553105235, "loss_maskiou": 0.005382679475587793, "loss_sem_seg": 0.30496855068486184, "lr": 0.01, "mask_rcnn/accuracy": 0.8760007998633244, "mask_rcnn/false_negative": 0.09293710117492317, "mask_rcnn/false_positive": 0.13699266640799795, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7354185432195663, "total_loss": 1.6632679303438636} {"data_time": 0.010413299314677715, "eta_seconds": 147017.40531765204, "iteration": 69719, "loss_fcos_cls": 0.28339488548226655, "loss_fcos_ctr": 0.6219457373954356, "loss_fcos_loc": 0.21191546320915222, "loss_mask": 0.27868077903985977, "loss_maskiou": 0.006382848776411265, "loss_sem_seg": 0.3158391765318811, "lr": 0.01, "mask_rcnn/accuracy": 0.8734718368146632, "mask_rcnn/false_negative": 0.11012300550905414, "mask_rcnn/false_positive": 0.15180995369098002, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 39.0, "time": 0.7424532501026988, "total_loss": 1.71698231469054} {"data_time": 0.009698966518044472, "eta_seconds": 146963.5042689899, "iteration": 69739, "loss_fcos_cls": 0.25878593779634684, "loss_fcos_ctr": 0.6236599716357887, "loss_fcos_loc": 0.2083089160732925, "loss_mask": 0.2630569338798523, "loss_maskiou": 0.005840830297529465, "loss_sem_seg": 0.3184175374917686, "lr": 0.01, "mask_rcnn/accuracy": 0.8787631639194139, "mask_rcnn/false_negative": 0.10785618189011079, "mask_rcnn/false_positive": 0.17259172968074837, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7173444414511323, "total_loss": 1.6990176020626677} {"data_time": 0.009503944776952267, "eta_seconds": 146816.59837804176, "iteration": 69759, "loss_fcos_cls": 0.2663024100475013, "loss_fcos_ctr": 0.6227274406701326, "loss_fcos_loc": 0.20145817403681576, "loss_mask": 0.26556346425786614, "loss_maskiou": 0.005739387896028347, "loss_sem_seg": 0.2733529657125473, "lr": 0.01, "mask_rcnn/accuracy": 0.864436920601574, "mask_rcnn/false_negative": 0.1224903305972733, "mask_rcnn/false_positive": 0.13507653661994684, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7277212403714657, "total_loss": 1.6560590195294935} {"data_time": 0.0098451878875494, "eta_seconds": 146823.7659624517, "iteration": 69779, "loss_fcos_cls": 0.26852927589789033, "loss_fcos_ctr": 0.6224110005423427, "loss_fcos_loc": 0.2047946418169886, "loss_mask": 0.27686404902487993, "loss_maskiou": 0.005680693779140711, "loss_sem_seg": 0.28718763776123524, "lr": 0.01, "mask_rcnn/accuracy": 0.8637127123354233, "mask_rcnn/false_negative": 0.10375519574600897, "mask_rcnn/false_positive": 0.17394875797619835, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7539061130955815, "total_loss": 1.6927217262636987} {"data_time": 0.0102944765239954, "eta_seconds": 146798.45600961335, "iteration": 69799, "loss_fcos_cls": 0.2683901416603476, "loss_fcos_ctr": 0.6220021699555218, "loss_fcos_loc": 0.20921651902608573, "loss_mask": 0.28007290605455637, "loss_maskiou": 0.005624546218314208, "loss_sem_seg": 0.28801978286355734, "lr": 0.01, "mask_rcnn/accuracy": 0.8916428999065777, "mask_rcnn/false_negative": 0.10627286839056518, "mask_rcnn/false_positive": 0.11318992918000041, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.7309356397017837, "total_loss": 1.6937554067990277} {"data_time": 0.00933983363211155, "eta_seconds": 146865.64938180428, "iteration": 69819, "loss_fcos_cls": 0.27734392578713596, "loss_fcos_ctr": 0.6195209417492151, "loss_fcos_loc": 0.20019520760979503, "loss_mask": 0.27357585821300745, "loss_maskiou": 0.005666473338351352, "loss_sem_seg": 0.35426271660253406, "lr": 0.01, "mask_rcnn/accuracy": 0.8638231807874666, "mask_rcnn/false_negative": 0.11573044306525526, "mask_rcnn/false_positive": 0.14174711893623726, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 37.0, "time": 0.7319096904247999, "total_loss": 1.7188672364136437} {"data_time": 0.009875566698610783, "eta_seconds": 146769.12579527684, "iteration": 69839, "loss_fcos_cls": 0.27859903732314706, "loss_fcos_ctr": 0.6231131502427161, "loss_fcos_loc": 0.21375296637415886, "loss_mask": 0.2730000503361225, "loss_maskiou": 0.006460477437940426, "loss_sem_seg": 0.3183540408499539, "lr": 0.01, "mask_rcnn/accuracy": 0.8817767238474337, "mask_rcnn/false_negative": 0.1029801844083929, "mask_rcnn/false_positive": 0.1341963729614159, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 23.75, "time": 0.7149008885025978, "total_loss": 1.7329546844848664} {"data_time": 0.010026458650827408, "eta_seconds": 146700.68101724796, "iteration": 69859, "loss_fcos_cls": 0.2719722975161858, "loss_fcos_ctr": 0.6202014544978738, "loss_fcos_loc": 0.19226964027620852, "loss_mask": 0.2522760210558772, "loss_maskiou": 0.005709510500309989, "loss_sem_seg": 0.30383594520390034, "lr": 0.01, "mask_rcnn/accuracy": 0.8832864694076268, "mask_rcnn/false_negative": 0.09907169787705318, "mask_rcnn/false_positive": 0.1415554674540162, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.5, "time": 0.7194767836481333, "total_loss": 1.6635033273014415} {"data_time": 0.01099185086786747, "eta_seconds": 146520.88250731677, "iteration": 69879, "loss_fcos_cls": 0.26358646573498845, "loss_fcos_ctr": 0.6231738477945328, "loss_fcos_loc": 0.21352683170698583, "loss_mask": 0.2760473005473614, "loss_maskiou": 0.006176495924592018, "loss_sem_seg": 0.30832215026021004, "lr": 0.01, "mask_rcnn/accuracy": 0.8694905045351473, "mask_rcnn/false_negative": 0.1176041037694131, "mask_rcnn/false_positive": 0.13498487774063095, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.25, "time": 0.7216627448797226, "total_loss": 1.6892846267001005} {"data_time": 0.010359707288444042, "eta_seconds": 146671.36155126803, "iteration": 69899, "loss_fcos_cls": 0.27366279624402523, "loss_fcos_ctr": 0.6201049163937569, "loss_fcos_loc": 0.19962923019193113, "loss_mask": 0.2700796900317073, "loss_maskiou": 0.0055284483096329495, "loss_sem_seg": 0.32351008942350745, "lr": 0.01, "mask_rcnn/accuracy": 0.8797130498161998, "mask_rcnn/false_negative": 0.08661847012086676, "mask_rcnn/false_positive": 0.14857612274790274, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.75, "time": 0.7357483888044953, "total_loss": 1.6883276070147986} {"data_time": 0.009312576614320278, "eta_seconds": 146829.57442297507, "iteration": 69919, "loss_fcos_cls": 0.2793317335890606, "loss_fcos_ctr": 0.620442190207541, "loss_fcos_loc": 0.20445271348580718, "loss_mask": 0.2770279790274799, "loss_maskiou": 0.006577976877451874, "loss_sem_seg": 0.32132514636032283, "lr": 0.01, "mask_rcnn/accuracy": 0.8662875741429577, "mask_rcnn/false_negative": 0.09721493676020586, "mask_rcnn/false_positive": 0.16017381312432488, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.25, "time": 0.7475259369239211, "total_loss": 1.6799555929246708} {"data_time": 0.010461057536303997, "eta_seconds": 146888.59271099512, "iteration": 69939, "loss_fcos_cls": 0.2812698632478714, "loss_fcos_ctr": 0.6194940907880664, "loss_fcos_loc": 0.19679257599636912, "loss_mask": 0.2738080648705363, "loss_maskiou": 0.006389144989952911, "loss_sem_seg": 0.3152810372412205, "lr": 0.01, "mask_rcnn/accuracy": 0.8681877837983829, "mask_rcnn/false_negative": 0.10685677599989832, "mask_rcnn/false_positive": 0.16259816237179858, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.7423900803551078, "total_loss": 1.7117973091080785} {"data_time": 0.00967203639447689, "eta_seconds": 146756.51098871045, "iteration": 69959, "loss_fcos_cls": 0.28038234857376665, "loss_fcos_ctr": 0.6182037619873881, "loss_fcos_loc": 0.20229491870850325, "loss_mask": 0.2804350573569536, "loss_maskiou": 0.006786170160921756, "loss_sem_seg": 0.308127197669819, "lr": 0.01, "mask_rcnn/accuracy": 0.8882423510748201, "mask_rcnn/false_negative": 0.07878345281614886, "mask_rcnn/false_positive": 0.15063366959728908, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7302168952301145, "total_loss": 1.6980013831198448} {"data_time": 0.010702586732804775, "eta_seconds": 146837.6032615956, "iteration": 69979, "loss_fcos_cls": 0.26722653466276824, "loss_fcos_ctr": 0.622614967636764, "loss_fcos_loc": 0.2146953527117148, "loss_mask": 0.27962151635438204, "loss_maskiou": 0.006181836288305931, "loss_sem_seg": 0.3140174732543528, "lr": 0.01, "mask_rcnn/accuracy": 0.8707512951857567, "mask_rcnn/false_negative": 0.08506969832196518, "mask_rcnn/false_positive": 0.16119703127789187, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.25, "time": 0.7306846613064408, "total_loss": 1.6895397881162353} {"data_time": 0.009931261651217937, "eta_seconds": 146653.77879286464, "iteration": 69999, "loss_fcos_cls": 0.2783008459955454, "loss_fcos_ctr": 0.6226955754682422, "loss_fcos_loc": 0.20975718088448048, "loss_mask": 0.27832674514502287, "loss_maskiou": 0.00634146916854661, "loss_sem_seg": 0.31445418670773506, "lr": 0.01, "mask_rcnn/accuracy": 0.8739243831861103, "mask_rcnn/false_negative": 0.11158610513877285, "mask_rcnn/false_positive": 0.15713060174503674, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7320371922105551, "total_loss": 1.6919484322315839} {"data_time": 0.010163684375584126, "eta_seconds": 146605.03032028954, "iteration": 70019, "loss_fcos_cls": 0.27146273641847074, "loss_fcos_ctr": 0.6221881099045277, "loss_fcos_loc": 0.20418363623321056, "loss_mask": 0.2758908048272133, "loss_maskiou": 0.00580717721459223, "loss_sem_seg": 0.2971560643054545, "lr": 0.01, "mask_rcnn/accuracy": 0.8813230020747302, "mask_rcnn/false_negative": 0.08295066685051021, "mask_rcnn/false_positive": 0.16637924180319708, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7318596662953496, "total_loss": 1.6897021465883881} {"data_time": 0.009838458150625229, "eta_seconds": 146590.3684243774, "iteration": 70039, "loss_fcos_cls": 0.26034557702951133, "loss_fcos_ctr": 0.6198705937713385, "loss_fcos_loc": 0.19473246252164245, "loss_mask": 0.2693289341405034, "loss_maskiou": 0.005860298886545934, "loss_sem_seg": 0.28047841880470514, "lr": 0.01, "mask_rcnn/accuracy": 0.8845298833819242, "mask_rcnn/false_negative": 0.1062777924290461, "mask_rcnn/false_positive": 0.12653097305485186, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7360635623335838, "total_loss": 1.6556881023425376} {"data_time": 0.009758920408785343, "eta_seconds": 146338.89190483745, "iteration": 70059, "loss_fcos_cls": 0.28046636236831546, "loss_fcos_ctr": 0.6235603904351592, "loss_fcos_loc": 0.2050124742090702, "loss_mask": 0.2754359757527709, "loss_maskiou": 0.005872156136319973, "loss_sem_seg": 0.2992233829572797, "lr": 0.01, "mask_rcnn/accuracy": 0.8883069776205936, "mask_rcnn/false_negative": 0.10024239046637645, "mask_rcnn/false_positive": 0.10323163464808341, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7226334745064378, "total_loss": 1.6824570306198439} {"data_time": 0.010055141523480415, "eta_seconds": 146313.99048035685, "iteration": 70079, "loss_fcos_cls": 0.251980721950531, "loss_fcos_ctr": 0.6189225129783154, "loss_fcos_loc": 0.1993957522790879, "loss_mask": 0.2630962966941297, "loss_maskiou": 0.005841607715410646, "loss_sem_seg": 0.3033354408107698, "lr": 0.01, "mask_rcnn/accuracy": 0.8908378255148213, "mask_rcnn/false_negative": 0.09699595260082247, "mask_rcnn/false_positive": 0.13130132337970818, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.0, "time": 0.7250071177259088, "total_loss": 1.6301727580939769} {"data_time": 0.01030477974563837, "eta_seconds": 146189.191231817, "iteration": 70099, "loss_fcos_cls": 0.2675415510311723, "loss_fcos_ctr": 0.6199707742780447, "loss_fcos_loc": 0.20641408977098763, "loss_mask": 0.28312607761472464, "loss_maskiou": 0.005859020879142918, "loss_sem_seg": 0.2806823793798685, "lr": 0.01, "mask_rcnn/accuracy": 0.8854040127955944, "mask_rcnn/false_negative": 0.10114077933743242, "mask_rcnn/false_positive": 0.14697862898432745, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.5, "time": 0.729054625146091, "total_loss": 1.651558282559563} {"data_time": 0.009161623194813728, "eta_seconds": 146216.5237416085, "iteration": 70119, "loss_fcos_cls": 0.2735047251917422, "loss_fcos_ctr": 0.6229208167642355, "loss_fcos_loc": 0.20373276923783123, "loss_mask": 0.2802675971761346, "loss_maskiou": 0.006424822800909169, "loss_sem_seg": 0.30552828032523394, "lr": 0.01, "mask_rcnn/accuracy": 0.8825980641012624, "mask_rcnn/false_negative": 0.10158038875606965, "mask_rcnn/false_positive": 0.1516812765961825, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.25, "time": 0.7299192184582353, "total_loss": 1.7106957958785642} {"data_time": 0.009904826059937477, "eta_seconds": 146141.0315003032, "iteration": 70139, "loss_fcos_cls": 0.27376232435926795, "loss_fcos_ctr": 0.6227705925703049, "loss_fcos_loc": 0.20566950435750186, "loss_mask": 0.2635261146351695, "loss_maskiou": 0.005380201182560995, "loss_sem_seg": 0.2936197957023978, "lr": 0.01, "mask_rcnn/accuracy": 0.8759934262166404, "mask_rcnn/false_negative": 0.09438204672209846, "mask_rcnn/false_positive": 0.14165207623766074, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.25, "time": 0.733466207049787, "total_loss": 1.6770060829658178} {"data_time": 0.009344457648694515, "eta_seconds": 146284.8902164055, "iteration": 70159, "loss_fcos_cls": 0.27212830912321806, "loss_fcos_ctr": 0.6201599896885455, "loss_fcos_loc": 0.2033542050048709, "loss_mask": 0.2690426204353571, "loss_maskiou": 0.0055941610771697015, "loss_sem_seg": 0.30890142591670156, "lr": 0.01, "mask_rcnn/accuracy": 0.8752753741118564, "mask_rcnn/false_negative": 0.09436353927650118, "mask_rcnn/false_positive": 0.14493285245510534, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.25, "time": 0.7438904289156199, "total_loss": 1.6721378355650813} {"data_time": 0.011351012624800205, "eta_seconds": 146270.25008848216, "iteration": 70179, "loss_fcos_cls": 0.2728777442825958, "loss_fcos_ctr": 0.6158335823565722, "loss_fcos_loc": 0.20285012747626752, "loss_mask": 0.2691865526139736, "loss_maskiou": 0.005324435391230509, "loss_sem_seg": 0.3046744982711971, "lr": 0.01, "mask_rcnn/accuracy": 0.8898989133607238, "mask_rcnn/false_negative": 0.09768292977286551, "mask_rcnn/false_positive": 0.13472789881520458, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7331781797111034, "total_loss": 1.6647529931506142} {"data_time": 0.010103877633810043, "eta_seconds": 146286.59084176272, "iteration": 70199, "loss_fcos_cls": 0.27135203871876, "loss_fcos_ctr": 0.6206045057624578, "loss_fcos_loc": 0.2032193747581914, "loss_mask": 0.2688244543969631, "loss_maskiou": 0.005322139972122386, "loss_sem_seg": 0.287969300057739, "lr": 0.01, "mask_rcnn/accuracy": 0.8779945167722261, "mask_rcnn/false_negative": 0.09710204610868198, "mask_rcnn/false_positive": 0.15405562400041828, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7449614992365241, "total_loss": 1.649864994935342} {"data_time": 0.010172360576689243, "eta_seconds": 146367.230525448, "iteration": 70219, "loss_fcos_cls": 0.26756111113354564, "loss_fcos_ctr": 0.6185369249433279, "loss_fcos_loc": 0.1985559738241136, "loss_mask": 0.2651835549622774, "loss_maskiou": 0.005635708123008953, "loss_sem_seg": 0.30962238763459027, "lr": 0.01, "mask_rcnn/accuracy": 0.8767012077783968, "mask_rcnn/false_negative": 0.1174948499882473, "mask_rcnn/false_positive": 0.12108322080370745, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.0, "time": 0.7222246881574392, "total_loss": 1.6854046186781488} {"data_time": 0.00962068885564804, "eta_seconds": 146352.57775761466, "iteration": 70239, "loss_fcos_cls": 0.27603937895037234, "loss_fcos_ctr": 0.6237786058336496, "loss_fcos_loc": 0.2107957536354661, "loss_mask": 0.2643056120723486, "loss_maskiou": 0.005726574297113984, "loss_sem_seg": 0.34120171470567584, "lr": 0.01, "mask_rcnn/accuracy": 0.9146910851539132, "mask_rcnn/false_negative": 0.07500519197260015, "mask_rcnn/false_positive": 0.10240401137989245, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 33.75, "time": 0.733845816925168, "total_loss": 1.708766576663038} {"data_time": 0.009385468438267708, "eta_seconds": 146337.92498978134, "iteration": 70259, "loss_fcos_cls": 0.2803384109865874, "loss_fcos_ctr": 0.623097697738558, "loss_fcos_loc": 0.2052070484496653, "loss_mask": 0.2766788029111922, "loss_maskiou": 0.006246901168196928, "loss_sem_seg": 0.3093320718035102, "lr": 0.01, "mask_rcnn/accuracy": 0.8727898486980998, "mask_rcnn/false_negative": 0.10165668998051577, "mask_rcnn/false_positive": 0.12921284311842376, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.0, "time": 0.7178098727017641, "total_loss": 1.6968270885408856} {"data_time": 0.009785239584743977, "eta_seconds": 146232.61614696775, "iteration": 70279, "loss_fcos_cls": 0.2811883812537417, "loss_fcos_ctr": 0.6219862746074796, "loss_fcos_loc": 0.20211324392585084, "loss_mask": 0.27239509392529726, "loss_maskiou": 0.005660315975546837, "loss_sem_seg": 0.3281882177107036, "lr": 0.01, "mask_rcnn/accuracy": 0.901175395076862, "mask_rcnn/false_negative": 0.07048807653469566, "mask_rcnn/false_positive": 0.1316696224397522, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.25, "time": 0.72830012999475, "total_loss": 1.6899973324907478} {"data_time": 0.011228037998080254, "eta_seconds": 146308.6194541147, "iteration": 70299, "loss_fcos_cls": 0.26461656379979104, "loss_fcos_ctr": 0.6198093798011541, "loss_fcos_loc": 0.2117773983918596, "loss_mask": 0.2729072207584977, "loss_maskiou": 0.005677807726897299, "loss_sem_seg": 0.30746291019022465, "lr": 0.01, "mask_rcnn/accuracy": 0.8732035125462176, "mask_rcnn/false_negative": 0.11730425279076863, "mask_rcnn/false_positive": 0.13015056007868867, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.25, "time": 0.7392584951594472, "total_loss": 1.654687615155126} {"data_time": 0.010347113944590092, "eta_seconds": 146375.01686825696, "iteration": 70319, "loss_fcos_cls": 0.2664514749776572, "loss_fcos_ctr": 0.6198755819350481, "loss_fcos_loc": 0.1992818113649264, "loss_mask": 0.2720591826364398, "loss_maskiou": 0.006281848167418502, "loss_sem_seg": 0.3173173456452787, "lr": 0.01, "mask_rcnn/accuracy": 0.8914841482505657, "mask_rcnn/false_negative": 0.09660997081309564, "mask_rcnn/false_positive": 0.1410238360351493, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.7322872132062912, "total_loss": 1.67175222417427} {"data_time": 0.010010670870542526, "eta_seconds": 146279.31391844805, "iteration": 70339, "loss_fcos_cls": 0.2755943168886006, "loss_fcos_ctr": 0.6198080293834209, "loss_fcos_loc": 0.19468257878907025, "loss_mask": 0.2736279536038637, "loss_maskiou": 0.005911661341087893, "loss_sem_seg": 0.26548760710284114, "lr": 0.01, "mask_rcnn/accuracy": 0.8813631466138121, "mask_rcnn/false_negative": 0.10039267128383525, "mask_rcnn/false_positive": 0.11684509041971525, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7311935573816299, "total_loss": 1.6558134661463555} {"data_time": 0.00977329257875681, "eta_seconds": 146163.8012846019, "iteration": 70359, "loss_fcos_cls": 0.2628905032761395, "loss_fcos_ctr": 0.6244113026186824, "loss_fcos_loc": 0.20524369040504098, "loss_mask": 0.25879210885614157, "loss_maskiou": 0.00593585900060134, "loss_sem_seg": 0.27855919348075986, "lr": 0.01, "mask_rcnn/accuracy": 0.8796153329752954, "mask_rcnn/false_negative": 0.09871566489555061, "mask_rcnn/false_positive": 0.13504290869492502, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7171591687947512, "total_loss": 1.6399463504640153} {"data_time": 0.009768071584403515, "eta_seconds": 146270.89703200478, "iteration": 70379, "loss_fcos_cls": 0.2747593481326476, "loss_fcos_ctr": 0.6207142258062959, "loss_fcos_loc": 0.20308622694574296, "loss_mask": 0.26268988009542227, "loss_maskiou": 0.006045731766789686, "loss_sem_seg": 0.31035435758531094, "lr": 0.01, "mask_rcnn/accuracy": 0.894044966236071, "mask_rcnn/false_negative": 0.08865857336126892, "mask_rcnn/false_positive": 0.12267987035065936, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.0, "time": 0.7328094411641359, "total_loss": 1.717411568199168} {"data_time": 0.010576814413070679, "eta_seconds": 146134.51595718227, "iteration": 70399, "loss_fcos_cls": 0.25434704846702516, "loss_fcos_ctr": 0.6191365970298648, "loss_fcos_loc": 0.2012473470531404, "loss_mask": 0.26639687176793814, "loss_maskiou": 0.005546209053136408, "loss_sem_seg": 0.2986841592937708, "lr": 0.01, "mask_rcnn/accuracy": 0.8986129302467256, "mask_rcnn/false_negative": 0.06574183162490196, "mask_rcnn/false_positive": 0.1299354791933215, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.0, "time": 0.7270390875637531, "total_loss": 1.6418820764665725} {"data_time": 0.010486144572496414, "eta_seconds": 146065.1584078716, "iteration": 70419, "loss_fcos_cls": 0.2713731179246679, "loss_fcos_ctr": 0.6207685619592667, "loss_fcos_loc": 0.20879688300192356, "loss_mask": 0.2650528815574944, "loss_maskiou": 0.00535382135421969, "loss_sem_seg": 0.28906981786713004, "lr": 0.01, "mask_rcnn/accuracy": 0.8980764180672269, "mask_rcnn/false_negative": 0.07936844559618163, "mask_rcnn/false_positive": 0.14337100161438315, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.716531889513135, "total_loss": 1.6958155231186538} {"data_time": 0.009420770220458508, "eta_seconds": 146075.0238803532, "iteration": 70439, "loss_fcos_cls": 0.2721104514785111, "loss_fcos_ctr": 0.6227323124185205, "loss_fcos_loc": 0.20130549208261073, "loss_mask": 0.2812128160148859, "loss_maskiou": 0.005607532941212412, "loss_sem_seg": 0.29721929458901286, "lr": 0.01, "mask_rcnn/accuracy": 0.8653735200976942, "mask_rcnn/false_negative": 0.11326945216099424, "mask_rcnn/false_positive": 0.1565470449620071, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.25, "time": 0.7330823941156268, "total_loss": 1.6416809659349383} {"data_time": 0.010341621935367584, "eta_seconds": 146084.1388633279, "iteration": 70459, "loss_fcos_cls": 0.2812044466845691, "loss_fcos_ctr": 0.6208796426653862, "loss_fcos_loc": 0.197823409573175, "loss_mask": 0.27430398389697075, "loss_maskiou": 0.006182900498970412, "loss_sem_seg": 0.30357340397313237, "lr": 0.01, "mask_rcnn/accuracy": 0.8848714593596059, "mask_rcnn/false_negative": 0.09788870024706298, "mask_rcnn/false_positive": 0.14218277414298547, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.25, "time": 0.724651756696403, "total_loss": 1.6849261073621165} {"data_time": 0.009671160951256752, "eta_seconds": 146021.24686566833, "iteration": 70479, "loss_fcos_cls": 0.2688913092133589, "loss_fcos_ctr": 0.6213922901079059, "loss_fcos_loc": 0.20525775360874832, "loss_mask": 0.26576954685151577, "loss_maskiou": 0.006449634260206949, "loss_sem_seg": 0.31421072920784354, "lr": 0.01, "mask_rcnn/accuracy": 0.8772633981732963, "mask_rcnn/false_negative": 0.10338752381311024, "mask_rcnn/false_positive": 0.14356161995537667, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.5, "time": 0.7335709435865283, "total_loss": 1.6852190615900327} {"data_time": 0.01215040497481823, "eta_seconds": 146006.6096849339, "iteration": 70499, "loss_fcos_cls": 0.2645693249069154, "loss_fcos_ctr": 0.6188109749928117, "loss_fcos_loc": 0.1989639848470688, "loss_mask": 0.2710429225116968, "loss_maskiou": 0.0055719066367601044, "loss_sem_seg": 0.2975262477993965, "lr": 0.01, "mask_rcnn/accuracy": 0.9050211246726294, "mask_rcnn/false_negative": 0.06839103967817547, "mask_rcnn/false_positive": 0.12149339356468163, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.25, "time": 0.7336649158969522, "total_loss": 1.6451501085757627} {"data_time": 0.010071870870888233, "eta_seconds": 145964.69537138287, "iteration": 70519, "loss_fcos_cls": 0.2535479683429003, "loss_fcos_ctr": 0.6216299263760448, "loss_fcos_loc": 0.20363810542039573, "loss_mask": 0.2692742720246315, "loss_maskiou": 0.005831489979755133, "loss_sem_seg": 0.3086736062541604, "lr": 0.01, "mask_rcnn/accuracy": 0.8899049950019949, "mask_rcnn/false_negative": 0.09755786437780617, "mask_rcnn/false_positive": 0.11831779097617798, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.0, "time": 0.7280272785574198, "total_loss": 1.6713812152156606} {"data_time": 0.010846661403775215, "eta_seconds": 145909.28623543493, "iteration": 70539, "loss_fcos_cls": 0.28438506834208965, "loss_fcos_ctr": 0.6225887546315789, "loss_fcos_loc": 0.20459824264980853, "loss_mask": 0.26760025415569544, "loss_maskiou": 0.006050656389561482, "loss_sem_seg": 0.30938469897955656, "lr": 0.01, "mask_rcnn/accuracy": 0.8801437985908649, "mask_rcnn/false_negative": 0.09850936972095878, "mask_rcnn/false_positive": 0.15257394435438604, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7236326420679688, "total_loss": 1.6997159246711817} {"data_time": 0.010541065596044064, "eta_seconds": 145894.6558779981, "iteration": 70559, "loss_fcos_cls": 0.27533957711420953, "loss_fcos_ctr": 0.6198555147275329, "loss_fcos_loc": 0.20723957032896578, "loss_mask": 0.26589845586568117, "loss_maskiou": 0.005821045273478376, "loss_sem_seg": 0.30062535172328353, "lr": 0.01, "mask_rcnn/accuracy": 0.8903028887611383, "mask_rcnn/false_negative": 0.08857483161713198, "mask_rcnn/false_positive": 0.15110583728495075, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7288485029712319, "total_loss": 1.6651347379156505} {"data_time": 0.009874449111521244, "eta_seconds": 145792.86891873647, "iteration": 70579, "loss_fcos_cls": 0.2585202013142407, "loss_fcos_ctr": 0.6243268544785678, "loss_fcos_loc": 0.20008513773791492, "loss_mask": 0.2745304834097624, "loss_maskiou": 0.006003852169669699, "loss_sem_seg": 0.2932924316264689, "lr": 0.01, "mask_rcnn/accuracy": 0.8774687974363299, "mask_rcnn/false_negative": 0.10238328383421255, "mask_rcnn/false_positive": 0.1404574601115208, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.25, "time": 0.7238617707043886, "total_loss": 1.6830749621003633} {"data_time": 0.010195951908826828, "eta_seconds": 145769.62679944653, "iteration": 70599, "loss_fcos_cls": 0.2582890479825437, "loss_fcos_ctr": 0.6204194910824299, "loss_fcos_loc": 0.19734777649864554, "loss_mask": 0.275865170173347, "loss_maskiou": 0.005836821685079485, "loss_sem_seg": 0.28265053406357765, "lr": 0.01, "mask_rcnn/accuracy": 0.8776277177537681, "mask_rcnn/false_negative": 0.10923023844259896, "mask_rcnn/false_positive": 0.13058620991107575, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.0, "time": 0.7316303569823503, "total_loss": 1.6749774320269353} {"data_time": 0.01016558613628149, "eta_seconds": 145789.2840572605, "iteration": 70619, "loss_fcos_cls": 0.28735140850767493, "loss_fcos_ctr": 0.6248228969052434, "loss_fcos_loc": 0.21409431553911418, "loss_mask": 0.28375137876719236, "loss_maskiou": 0.005932708503678441, "loss_sem_seg": 0.31873818719759583, "lr": 0.01, "mask_rcnn/accuracy": 0.8766319541515236, "mask_rcnn/false_negative": 0.10895675867244536, "mask_rcnn/false_positive": 0.1633945810645202, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7397837601602077, "total_loss": 1.69357971770296} {"data_time": 0.010051444172859192, "eta_seconds": 145825.41463978402, "iteration": 70639, "loss_fcos_cls": 0.27157897932920605, "loss_fcos_ctr": 0.6243182527832687, "loss_fcos_loc": 0.20218965830281377, "loss_mask": 0.28349667228758335, "loss_maskiou": 0.005769683952166815, "loss_sem_seg": 0.2830366771668196, "lr": 0.01, "mask_rcnn/accuracy": 0.8600022087987926, "mask_rcnn/false_negative": 0.11218624651578074, "mask_rcnn/false_positive": 0.20788991207877577, "roi_head/num_bg_samples": 78.0, "roi_head/num_fg_samples": 25.0, "time": 0.7375986631959677, "total_loss": 1.6424521033914061} {"data_time": 0.010339630767703056, "eta_seconds": 145784.33884814847, "iteration": 70659, "loss_fcos_cls": 0.26395674445666373, "loss_fcos_ctr": 0.6223342195153236, "loss_fcos_loc": 0.198961200308986, "loss_mask": 0.2759558716788888, "loss_maskiou": 0.006267883363761939, "loss_sem_seg": 0.31335914321243763, "lr": 0.01, "mask_rcnn/accuracy": 0.9088192663429008, "mask_rcnn/false_negative": 0.07153280794081604, "mask_rcnn/false_positive": 0.09478246886564361, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 24.75, "time": 0.7290503364056349, "total_loss": 1.6696879976516357} {"data_time": 0.008888492360711098, "eta_seconds": 145669.00083960313, "iteration": 70679, "loss_fcos_cls": 0.264022292336449, "loss_fcos_ctr": 0.6180663360282779, "loss_fcos_loc": 0.20342993084341288, "loss_mask": 0.2673304295167327, "loss_maskiou": 0.0060122269205749035, "loss_sem_seg": 0.31701890798285604, "lr": 0.01, "mask_rcnn/accuracy": 0.8803658195482555, "mask_rcnn/false_negative": 0.07883505882052655, "mask_rcnn/false_positive": 0.13141371255842077, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.25, "time": 0.7141189686954021, "total_loss": 1.671805854603008} {"data_time": 0.009583460167050362, "eta_seconds": 145645.83105978742, "iteration": 70699, "loss_fcos_cls": 0.260803465382196, "loss_fcos_ctr": 0.622338515240699, "loss_fcos_loc": 0.20619069127133116, "loss_mask": 0.27109227795153856, "loss_maskiou": 0.005085578413854819, "loss_sem_seg": 0.29095266619697213, "lr": 0.01, "mask_rcnn/accuracy": 0.8812427511598144, "mask_rcnn/false_negative": 0.11082681601116082, "mask_rcnn/false_positive": 0.1201880531771747, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7247773474082351, "total_loss": 1.6407799978696858} {"data_time": 0.009556612931191921, "eta_seconds": 145613.64568310324, "iteration": 70719, "loss_fcos_cls": 0.2663656659424305, "loss_fcos_ctr": 0.6196157187223434, "loss_fcos_loc": 0.20173538196831942, "loss_mask": 0.2741601476445794, "loss_maskiou": 0.005946091776422691, "loss_sem_seg": 0.2907045762985945, "lr": 0.01, "mask_rcnn/accuracy": 0.8714132820615931, "mask_rcnn/false_negative": 0.10244614937665383, "mask_rcnn/false_positive": 0.14054448982644513, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.7251225244253874, "total_loss": 1.6514616889653553} {"data_time": 0.01001859363168478, "eta_seconds": 145639.7995471647, "iteration": 70739, "loss_fcos_cls": 0.2615120564587414, "loss_fcos_ctr": 0.6202119197696447, "loss_fcos_loc": 0.19370252639055252, "loss_mask": 0.2539668586105108, "loss_maskiou": 0.005805357599456329, "loss_sem_seg": 0.33889558631926775, "lr": 0.01, "mask_rcnn/accuracy": 0.8874382237220907, "mask_rcnn/false_negative": 0.07710969638793994, "mask_rcnn/false_positive": 0.15835845088804223, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7401463817805052, "total_loss": 1.6624878888032981} {"data_time": 0.010126679204404354, "eta_seconds": 145625.18155372422, "iteration": 70759, "loss_fcos_cls": 0.26223020534962416, "loss_fcos_ctr": 0.6177617134526372, "loss_fcos_loc": 0.19107290962710977, "loss_mask": 0.28047998156398535, "loss_maskiou": 0.00590077752713114, "loss_sem_seg": 0.3042674185708165, "lr": 0.01, "mask_rcnn/accuracy": 0.8939655446219235, "mask_rcnn/false_negative": 0.11105558305577037, "mask_rcnn/false_positive": 0.11769059785877328, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.0, "time": 0.7231566151604056, "total_loss": 1.6597727955959272} {"data_time": 0.008772475644946098, "eta_seconds": 145579.22342316527, "iteration": 70779, "loss_fcos_cls": 0.2725475439801812, "loss_fcos_ctr": 0.6230461206287146, "loss_fcos_loc": 0.20439851423725486, "loss_mask": 0.2700487468391657, "loss_maskiou": 0.006298701649939176, "loss_sem_seg": 0.29663131129927933, "lr": 0.01, "mask_rcnn/accuracy": 0.8940224660208214, "mask_rcnn/false_negative": 0.0946195526675685, "mask_rcnn/false_positive": 0.11740163182080701, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 22.75, "time": 0.7188765993341804, "total_loss": 1.6512190307403216} {"data_time": 0.010060288943350315, "eta_seconds": 145572.7527355142, "iteration": 70799, "loss_fcos_cls": 0.27283523650839925, "loss_fcos_ctr": 0.6200860114768147, "loss_fcos_loc": 0.19786450127139688, "loss_mask": 0.276502070017159, "loss_maskiou": 0.005707502692530397, "loss_sem_seg": 0.31821437971666455, "lr": 0.01, "mask_rcnn/accuracy": 0.8832246823017063, "mask_rcnn/false_negative": 0.08725868162796813, "mask_rcnn/false_positive": 0.14800868913213472, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7394404085353017, "total_loss": 1.7088618511916138} {"data_time": 0.009893056005239487, "eta_seconds": 145566.68517734203, "iteration": 70819, "loss_fcos_cls": 0.28143332176841795, "loss_fcos_ctr": 0.6233743503689766, "loss_fcos_loc": 0.21228084969334304, "loss_mask": 0.26844496838748455, "loss_maskiou": 0.005747232477006037, "loss_sem_seg": 0.3070967262610793, "lr": 0.01, "mask_rcnn/accuracy": 0.8877684663046506, "mask_rcnn/false_negative": 0.07600652895929674, "mask_rcnn/false_positive": 0.13361620394593782, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.0, "time": 0.7338825929909945, "total_loss": 1.699394441462573} {"data_time": 0.010800476185977459, "eta_seconds": 145566.7095799623, "iteration": 70839, "loss_fcos_cls": 0.2671492942608893, "loss_fcos_ctr": 0.621083821170032, "loss_fcos_loc": 0.19630711153149605, "loss_mask": 0.27093191584572196, "loss_maskiou": 0.005766182617662707, "loss_sem_seg": 0.321492419578135, "lr": 0.01, "mask_rcnn/accuracy": 0.8731250371299124, "mask_rcnn/false_negative": 0.10415939072663946, "mask_rcnn/false_positive": 0.14371327059559336, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.75, "time": 0.7265749871730804, "total_loss": 1.6454710654616065} {"data_time": 0.010341553017497063, "eta_seconds": 145579.55702563468, "iteration": 70859, "loss_fcos_cls": 0.28882206371054053, "loss_fcos_ctr": 0.6210897285491228, "loss_fcos_loc": 0.20042241213377565, "loss_mask": 0.2746532466262579, "loss_maskiou": 0.00611822608334478, "loss_sem_seg": 0.29231942957267165, "lr": 0.01, "mask_rcnn/accuracy": 0.87249932867884, "mask_rcnn/false_negative": 0.09606193179635303, "mask_rcnn/false_positive": 0.15435447949284448, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 37.5, "time": 0.7302335267886519, "total_loss": 1.6830559602094581} {"data_time": 0.009576468728482723, "eta_seconds": 145583.99807060696, "iteration": 70879, "loss_fcos_cls": 0.2673685313202441, "loss_fcos_ctr": 0.6181801210623235, "loss_fcos_loc": 0.19729124626610428, "loss_mask": 0.2725507840514183, "loss_maskiou": 0.005690882768249139, "loss_sem_seg": 0.28781108651310205, "lr": 0.01, "mask_rcnn/accuracy": 0.8699520062262194, "mask_rcnn/false_negative": 0.11349056678256136, "mask_rcnn/false_positive": 0.16730378620309805, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.25, "time": 0.7247619433328509, "total_loss": 1.6610067141009495} {"data_time": 0.010181325487792492, "eta_seconds": 145508.2190846214, "iteration": 70899, "loss_fcos_cls": 0.295260219136253, "loss_fcos_ctr": 0.6219691392034292, "loss_fcos_loc": 0.20875123946461827, "loss_mask": 0.2721546208485961, "loss_maskiou": 0.006077333790017292, "loss_sem_seg": 0.3072371892631054, "lr": 0.01, "mask_rcnn/accuracy": 0.8800773748494614, "mask_rcnn/false_negative": 0.08286031452846974, "mask_rcnn/false_positive": 0.15140189288718428, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7109875679016113, "total_loss": 1.701730084780138} {"data_time": 0.009933168068528175, "eta_seconds": 145454.53195717745, "iteration": 70919, "loss_fcos_cls": 0.2663752008229494, "loss_fcos_ctr": 0.6223644097335637, "loss_fcos_loc": 0.20414562890073285, "loss_mask": 0.2716626855544746, "loss_maskiou": 0.006245824974030256, "loss_sem_seg": 0.3006380684673786, "lr": 0.01, "mask_rcnn/accuracy": 0.8794582210242587, "mask_rcnn/false_negative": 0.09610631820266757, "mask_rcnn/false_positive": 0.15344657739499762, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.25, "time": 0.7461579944938421, "total_loss": 1.6886619724245975} {"data_time": 0.011137796565890312, "eta_seconds": 145332.8084309455, "iteration": 70939, "loss_fcos_cls": 0.2685057003982365, "loss_fcos_ctr": 0.6203799415379763, "loss_fcos_loc": 0.19657834607642144, "loss_mask": 0.2769619692116976, "loss_maskiou": 0.0067941804736619815, "loss_sem_seg": 0.27648476185277104, "lr": 0.01, "mask_rcnn/accuracy": 0.8833433785602154, "mask_rcnn/false_negative": 0.09044630241837529, "mask_rcnn/false_positive": 0.13147137604834389, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.5, "time": 0.72304517775774, "total_loss": 1.6777641688204312} {"data_time": 0.010258740745484829, "eta_seconds": 145318.2065944802, "iteration": 70959, "loss_fcos_cls": 0.27513075014576316, "loss_fcos_ctr": 0.6229828847572207, "loss_fcos_loc": 0.21173345274291933, "loss_mask": 0.2894690064713359, "loss_maskiou": 0.006304803966486361, "loss_sem_seg": 0.3333041383884847, "lr": 0.01, "mask_rcnn/accuracy": 0.8614968912666281, "mask_rcnn/false_negative": 0.09614697015064663, "mask_rcnn/false_positive": 0.16973951659882608, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.0, "time": 0.7298381431028247, "total_loss": 1.7375924901498365} {"data_time": 0.010412108153104782, "eta_seconds": 145289.0971982628, "iteration": 70979, "loss_fcos_cls": 0.26598252018447965, "loss_fcos_ctr": 0.6228597857989371, "loss_fcos_loc": 0.19833973760250956, "loss_mask": 0.28481909399852157, "loss_maskiou": 0.0064171685226028785, "loss_sem_seg": 0.31383346347138286, "lr": 0.01, "mask_rcnn/accuracy": 0.8678052816721815, "mask_rcnn/false_negative": 0.10133557669953278, "mask_rcnn/false_positive": 0.1640834685415406, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.5, "time": 0.7165435291826725, "total_loss": 1.6932749972620513} {"data_time": 0.009610931389033794, "eta_seconds": 145274.49681968987, "iteration": 70999, "loss_fcos_cls": 0.26974103250540793, "loss_fcos_ctr": 0.6222465275786817, "loss_fcos_loc": 0.2064530614297837, "loss_mask": 0.2860190952196717, "loss_maskiou": 0.006356299898470752, "loss_sem_seg": 0.30796339781954885, "lr": 0.01, "mask_rcnn/accuracy": 0.8796260642621829, "mask_rcnn/false_negative": 0.10335516707540865, "mask_rcnn/false_positive": 0.1297078058798009, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7300819819793105, "total_loss": 1.704756662453292} {"data_time": 0.008943474851548672, "eta_seconds": 145259.89644111693, "iteration": 71019, "loss_fcos_cls": 0.26840834540780634, "loss_fcos_ctr": 0.6203500162810087, "loss_fcos_loc": 0.20668328879401088, "loss_mask": 0.27247420512139797, "loss_maskiou": 0.006002097492455505, "loss_sem_seg": 0.27931438270024955, "lr": 0.01, "mask_rcnn/accuracy": 0.8800875173078081, "mask_rcnn/false_negative": 0.10282759648694292, "mask_rcnn/false_positive": 0.14992868667832934, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7352479044348001, "total_loss": 1.6700390268815681} {"data_time": 0.01040559634566307, "eta_seconds": 145272.81079488434, "iteration": 71039, "loss_fcos_cls": 0.2882136427797377, "loss_fcos_ctr": 0.6214404534548521, "loss_fcos_loc": 0.20691808953415602, "loss_mask": 0.2929537994787097, "loss_maskiou": 0.006791934341890737, "loss_sem_seg": 0.3420347976498306, "lr": 0.01, "mask_rcnn/accuracy": 0.8774162291728286, "mask_rcnn/false_negative": 0.11826715277170152, "mask_rcnn/false_positive": 0.14618029993537512, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7464740797877312, "total_loss": 1.7614067493996117} {"data_time": 0.009443936869502068, "eta_seconds": 145358.7309177583, "iteration": 71059, "loss_fcos_cls": 0.2759864169638604, "loss_fcos_ctr": 0.6238858504220843, "loss_fcos_loc": 0.2077440555440262, "loss_mask": 0.2804787391796708, "loss_maskiou": 0.0067896457185270265, "loss_sem_seg": 0.34223298355937004, "lr": 0.01, "mask_rcnn/accuracy": 0.8785100886711912, "mask_rcnn/false_negative": 0.10205951271925243, "mask_rcnn/false_positive": 0.14116301983319535, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.7360245827585459, "total_loss": 1.7468874860496726} {"data_time": 0.009843217208981514, "eta_seconds": 145344.11766750645, "iteration": 71079, "loss_fcos_cls": 0.2723663873039186, "loss_fcos_ctr": 0.6229603076353669, "loss_fcos_loc": 0.2054425752721727, "loss_mask": 0.27178085688501596, "loss_maskiou": 0.005809000715089496, "loss_sem_seg": 0.303600579733029, "lr": 0.01, "mask_rcnn/accuracy": 0.8626753300330032, "mask_rcnn/false_negative": 0.10973969620850138, "mask_rcnn/false_positive": 0.15870879239596167, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.706144442781806, "total_loss": 1.697962715603353} {"data_time": 0.009101463481783867, "eta_seconds": 145350.5992908748, "iteration": 71099, "loss_fcos_cls": 0.2588604574557394, "loss_fcos_ctr": 0.6188505545724183, "loss_fcos_loc": 0.199130053864792, "loss_mask": 0.26146699488162994, "loss_maskiou": 0.00569499668199569, "loss_sem_seg": 0.34974748990498483, "lr": 0.01, "mask_rcnn/accuracy": 0.8861294809434968, "mask_rcnn/false_negative": 0.09305446012235237, "mask_rcnn/false_positive": 0.1517188294585299, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.75, "time": 0.7265317365527153, "total_loss": 1.675430811541446} {"data_time": 0.010366094298660755, "eta_seconds": 145314.89116700273, "iteration": 71119, "loss_fcos_cls": 0.2577270488254726, "loss_fcos_ctr": 0.6193798212334514, "loss_fcos_loc": 0.20612716814503074, "loss_mask": 0.2670719171874225, "loss_maskiou": 0.005897654133150354, "loss_sem_seg": 0.32082971232011914, "lr": 0.01, "mask_rcnn/accuracy": 0.897575331072868, "mask_rcnn/false_negative": 0.08987999193317095, "mask_rcnn/false_positive": 0.09606286054265521, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7274601915851235, "total_loss": 1.6499038146066596} {"data_time": 0.01049230620265007, "eta_seconds": 145355.5367858028, "iteration": 71139, "loss_fcos_cls": 0.3053327575325966, "loss_fcos_ctr": 0.6218664813786745, "loss_fcos_loc": 0.20611371856648475, "loss_mask": 0.27698570024222136, "loss_maskiou": 0.006534476589877158, "loss_sem_seg": 0.29943959414958954, "lr": 0.01, "mask_rcnn/accuracy": 0.8817864172075259, "mask_rcnn/false_negative": 0.0995881025953479, "mask_rcnn/false_positive": 0.15151240495514923, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.744470146484673, "total_loss": 1.7055789544101572} {"data_time": 0.009583360515534878, "eta_seconds": 145263.57449003682, "iteration": 71159, "loss_fcos_cls": 0.29236983275040984, "loss_fcos_ctr": 0.6197482573334128, "loss_fcos_loc": 0.20165623957291245, "loss_mask": 0.2808441901579499, "loss_maskiou": 0.006540286194649525, "loss_sem_seg": 0.3085164627991617, "lr": 0.01, "mask_rcnn/accuracy": 0.8745030609341474, "mask_rcnn/false_negative": 0.1094734611481023, "mask_rcnn/false_positive": 0.1353742747391432, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.7202437939122319, "total_loss": 1.7280996158515336} {"data_time": 0.011177954263985157, "eta_seconds": 145248.96346167848, "iteration": 71179, "loss_fcos_cls": 0.27135565073695034, "loss_fcos_ctr": 0.6234868057072163, "loss_fcos_loc": 0.2079655525740236, "loss_mask": 0.2654710179194808, "loss_maskiou": 0.005635568522848189, "loss_sem_seg": 0.3190823784098029, "lr": 0.01, "mask_rcnn/accuracy": 0.8840758202392484, "mask_rcnn/false_negative": 0.0899095090655378, "mask_rcnn/false_positive": 0.12803210411599833, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.7312335381284356, "total_loss": 1.7153496512910351} {"data_time": 0.010607407428324223, "eta_seconds": 145256.4381659953, "iteration": 71199, "loss_fcos_cls": 0.27495602099224925, "loss_fcos_ctr": 0.6221433244645596, "loss_fcos_loc": 0.2110313843586482, "loss_mask": 0.27786527667194605, "loss_maskiou": 0.005684078045305796, "loss_sem_seg": 0.32737998850643635, "lr": 0.01, "mask_rcnn/accuracy": 0.890106099257885, "mask_rcnn/false_negative": 0.07887287393101347, "mask_rcnn/false_positive": 0.1540430167308775, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7473854320123792, "total_loss": 1.7251920880444231} {"data_time": 0.010040554217994213, "eta_seconds": 145241.82491574343, "iteration": 71219, "loss_fcos_cls": 0.26813236833550036, "loss_fcos_ctr": 0.6213465509936213, "loss_fcos_loc": 0.21018798649311066, "loss_mask": 0.2691046791151166, "loss_maskiou": 0.0066147370234830305, "loss_sem_seg": 0.2987400743877515, "lr": 0.01, "mask_rcnn/accuracy": 0.884654482002563, "mask_rcnn/false_negative": 0.08086423255110986, "mask_rcnn/false_positive": 0.15394910404763418, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.727556498721242, "total_loss": 1.6656350596313132} {"data_time": 0.010171047411859035, "eta_seconds": 145282.4427468581, "iteration": 71239, "loss_fcos_cls": 0.2681568420957774, "loss_fcos_ctr": 0.622306602075696, "loss_fcos_loc": 0.19847383839078248, "loss_mask": 0.27394645754247904, "loss_maskiou": 0.005802674881124403, "loss_sem_seg": 0.3091621184721589, "lr": 0.01, "mask_rcnn/accuracy": 0.872437977383936, "mask_rcnn/false_negative": 0.08749440133375097, "mask_rcnn/false_positive": 0.13273711875205252, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.25, "time": 0.7494353502988815, "total_loss": 1.6746228587253427} {"data_time": 0.009326862171292305, "eta_seconds": 145337.1849373961, "iteration": 71259, "loss_fcos_cls": 0.26832278247457, "loss_fcos_ctr": 0.6222014045342803, "loss_fcos_loc": 0.2179628077428788, "loss_mask": 0.2842923179268837, "loss_maskiou": 0.006096577562857419, "loss_sem_seg": 0.33593936869874597, "lr": 0.01, "mask_rcnn/accuracy": 0.8746971792257422, "mask_rcnn/false_negative": 0.11867557893351627, "mask_rcnn/false_positive": 0.13933131829500472, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.25, "time": 0.7377129159867764, "total_loss": 1.7289117782056564} {"data_time": 0.00935069378465414, "eta_seconds": 145322.55914956797, "iteration": 71279, "loss_fcos_cls": 0.2777296402491629, "loss_fcos_ctr": 0.6235850509256124, "loss_fcos_loc": 0.20650240371469408, "loss_mask": 0.2820279346778989, "loss_maskiou": 0.006225086253834888, "loss_sem_seg": 0.31963171996176243, "lr": 0.01, "mask_rcnn/accuracy": 0.8706324506966248, "mask_rcnn/false_negative": 0.10506697969097453, "mask_rcnn/false_positive": 0.1688777635626004, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.25, "time": 0.721851303242147, "total_loss": 1.7129654556774767} {"data_time": 0.009722557850182056, "eta_seconds": 145266.49072576035, "iteration": 71299, "loss_fcos_cls": 0.26646184269338846, "loss_fcos_ctr": 0.6181635442189872, "loss_fcos_loc": 0.18999373319093138, "loss_mask": 0.2676298441365361, "loss_maskiou": 0.005988579549011774, "loss_sem_seg": 0.2994765256298706, "lr": 0.01, "mask_rcnn/accuracy": 0.8816360139639385, "mask_rcnn/false_negative": 0.08497535278977955, "mask_rcnn/false_positive": 0.1345337148487739, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.0, "time": 0.7220411598682404, "total_loss": 1.655670707783429} {"data_time": 0.009433358907699585, "eta_seconds": 145201.2720978381, "iteration": 71319, "loss_fcos_cls": 0.26734316954389215, "loss_fcos_ctr": 0.6198214767500758, "loss_fcos_loc": 0.1931653720093891, "loss_mask": 0.2799273328855634, "loss_maskiou": 0.006702562895952724, "loss_sem_seg": 0.2930537201464176, "lr": 0.01, "mask_rcnn/accuracy": 0.8872548024891775, "mask_rcnn/false_negative": 0.1107108983737442, "mask_rcnn/false_positive": 0.11689175221965126, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.75, "time": 0.72337980940938, "total_loss": 1.6580028874595882} {"data_time": 0.01065751165151596, "eta_seconds": 145175.21483413596, "iteration": 71339, "loss_fcos_cls": 0.2704559341073036, "loss_fcos_ctr": 0.6205061392392963, "loss_fcos_loc": 0.2081746305048, "loss_mask": 0.2844967329874635, "loss_maskiou": 0.006501778625533916, "loss_sem_seg": 0.31975010549649596, "lr": 0.01, "mask_rcnn/accuracy": 0.8618672144182349, "mask_rcnn/false_negative": 0.11232915800084577, "mask_rcnn/false_positive": 0.1469906045504927, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.75, "time": 0.7227253215387464, "total_loss": 1.7129704023391241} {"data_time": 0.009948303923010826, "eta_seconds": 145172.0390514778, "iteration": 71359, "loss_fcos_cls": 0.26848331303335726, "loss_fcos_ctr": 0.6246709981933236, "loss_fcos_loc": 0.2159166868077591, "loss_mask": 0.27504607662558556, "loss_maskiou": 0.0061095083510736, "loss_sem_seg": 0.30063525366131216, "lr": 0.01, "mask_rcnn/accuracy": 0.8611052955665024, "mask_rcnn/false_negative": 0.10524807842292899, "mask_rcnn/false_positive": 0.16770659882058486, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.0, "time": 0.7363950964063406, "total_loss": 1.7045914786767753} {"data_time": 0.010836686939001083, "eta_seconds": 145157.42252829764, "iteration": 71379, "loss_fcos_cls": 0.26976600382477045, "loss_fcos_ctr": 0.6195519883185625, "loss_fcos_loc": 0.2034054382238537, "loss_mask": 0.26537278247997165, "loss_maskiou": 0.00575920294795651, "loss_sem_seg": 0.306238470133394, "lr": 0.01, "mask_rcnn/accuracy": 0.8650866596638656, "mask_rcnn/false_negative": 0.11611909564244766, "mask_rcnn/false_positive": 0.13908173572431162, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7422862574458122, "total_loss": 1.6801250763091957} {"data_time": 0.009620020166039467, "eta_seconds": 145142.80600511748, "iteration": 71399, "loss_fcos_cls": 0.2773482089396566, "loss_fcos_ctr": 0.6220104806125164, "loss_fcos_loc": 0.20337523164926097, "loss_mask": 0.27231425466015935, "loss_maskiou": 0.00583673920846195, "loss_sem_seg": 0.27369596902281046, "lr": 0.01, "mask_rcnn/accuracy": 0.8930591383502342, "mask_rcnn/false_negative": 0.08751172760240128, "mask_rcnn/false_positive": 0.15658792495069376, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.25, "time": 0.7190895713865757, "total_loss": 1.6603992334858049} {"data_time": 0.009792239405214787, "eta_seconds": 145116.75334855635, "iteration": 71419, "loss_fcos_cls": 0.2831884641200304, "loss_fcos_ctr": 0.621593039482832, "loss_fcos_loc": 0.20513967238366604, "loss_mask": 0.2688896683976054, "loss_maskiou": 0.005369619015255012, "loss_sem_seg": 0.28568276669830084, "lr": 0.01, "mask_rcnn/accuracy": 0.8798708545918368, "mask_rcnn/false_negative": 0.09294721218634888, "mask_rcnn/false_positive": 0.14350309094269567, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7175908302888274, "total_loss": 1.6433422926202184} {"data_time": 0.010079682804644108, "eta_seconds": 145093.99279960524, "iteration": 71439, "loss_fcos_cls": 0.27811419824138284, "loss_fcos_ctr": 0.6220397306606174, "loss_fcos_loc": 0.2000803961418569, "loss_mask": 0.2856201361864805, "loss_maskiou": 0.005852219228472677, "loss_sem_seg": 0.31033346708863974, "lr": 0.01, "mask_rcnn/accuracy": 0.8715858916905848, "mask_rcnn/false_negative": 0.08491041331061638, "mask_rcnn/false_positive": 0.17936334060102943, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.735058001242578, "total_loss": 1.7105634661238582} {"data_time": 0.009513805620372295, "eta_seconds": 145159.94074425288, "iteration": 71459, "loss_fcos_cls": 0.2812629060354084, "loss_fcos_ctr": 0.6206457009539008, "loss_fcos_loc": 0.20432132901623845, "loss_mask": 0.2808620035648346, "loss_maskiou": 0.005904103411012329, "loss_sem_seg": 0.35412231739610434, "lr": 0.01, "mask_rcnn/accuracy": 0.8744310055558612, "mask_rcnn/false_negative": 0.09782989553028043, "mask_rcnn/false_positive": 0.17154263577775333, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.5, "time": 0.7451503481715918, "total_loss": 1.7471668017242337} {"data_time": 0.011132913641631603, "eta_seconds": 145145.31807782687, "iteration": 71479, "loss_fcos_cls": 0.2701407677959651, "loss_fcos_ctr": 0.6209375746548176, "loss_fcos_loc": 0.20246835972648114, "loss_mask": 0.2801642860285938, "loss_maskiou": 0.006399690362741239, "loss_sem_seg": 0.3363349565770477, "lr": 0.01, "mask_rcnn/accuracy": 0.863401395040775, "mask_rcnn/false_negative": 0.11261094521467713, "mask_rcnn/false_positive": 0.15947309662460196, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7413153136149049, "total_loss": 1.7338328922633082} {"data_time": 0.0102381631731987, "eta_seconds": 145135.5690986747, "iteration": 71499, "loss_fcos_cls": 0.27932898118160665, "loss_fcos_ctr": 0.623543088324368, "loss_fcos_loc": 0.2080842056311667, "loss_mask": 0.26954527851194143, "loss_maskiou": 0.006044590852980036, "loss_sem_seg": 0.3110053362324834, "lr": 0.01, "mask_rcnn/accuracy": 0.8821954885942982, "mask_rcnn/false_negative": 0.0975192337434978, "mask_rcnn/false_positive": 0.1347974520823988, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.25, "time": 0.7473468501120806, "total_loss": 1.7165093897347106} {"data_time": 0.010147764347493649, "eta_seconds": 145120.94594119955, "iteration": 71519, "loss_fcos_cls": 0.27383884601294994, "loss_fcos_ctr": 0.619726374745369, "loss_fcos_loc": 0.20172456349246204, "loss_mask": 0.2669730056077242, "loss_maskiou": 0.006206091260537505, "loss_sem_seg": 0.3108954452909529, "lr": 0.01, "mask_rcnn/accuracy": 0.8892595499738357, "mask_rcnn/false_negative": 0.09131453451956405, "mask_rcnn/false_positive": 0.14991141889622667, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7320195017382503, "total_loss": 1.6792750406239065} {"data_time": 0.010668560862541199, "eta_seconds": 145415.17333196104, "iteration": 71539, "loss_fcos_cls": 0.265727415215224, "loss_fcos_ctr": 0.6223270106129348, "loss_fcos_loc": 0.20692791079636663, "loss_mask": 0.2732254210859537, "loss_maskiou": 0.005885703292733524, "loss_sem_seg": 0.3195853400975466, "lr": 0.01, "mask_rcnn/accuracy": 0.8720423863696289, "mask_rcnn/false_negative": 0.11181452133148048, "mask_rcnn/false_positive": 0.1562116326511877, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7556042596697807, "total_loss": 1.697757027730404} {"data_time": 0.010292807593941689, "eta_seconds": 145357.11507555284, "iteration": 71559, "loss_fcos_cls": 0.26844770554453135, "loss_fcos_ctr": 0.6208828603848815, "loss_fcos_loc": 0.21194140473380685, "loss_mask": 0.2832817668095231, "loss_maskiou": 0.00589364385814406, "loss_sem_seg": 0.3191279429011047, "lr": 0.01, "mask_rcnn/accuracy": 0.8754074641220124, "mask_rcnn/false_negative": 0.11018979843626697, "mask_rcnn/false_positive": 0.16490787285402367, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.5, "time": 0.729311203584075, "total_loss": 1.7319266824561055} {"data_time": 0.009601634927093983, "eta_seconds": 145413.58811164182, "iteration": 71579, "loss_fcos_cls": 0.2794041340239346, "loss_fcos_ctr": 0.622611777856946, "loss_fcos_loc": 0.20933578221593052, "loss_mask": 0.2718573142774403, "loss_maskiou": 0.006304392343736254, "loss_sem_seg": 0.3600748311728239, "lr": 0.01, "mask_rcnn/accuracy": 0.8745550274904482, "mask_rcnn/false_negative": 0.10167716656173736, "mask_rcnn/false_positive": 0.1492639232777261, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 22.5, "time": 0.7434372259303927, "total_loss": 1.748903450439684} {"data_time": 0.010475252754986286, "eta_seconds": 145398.93103521224, "iteration": 71599, "loss_fcos_cls": 0.2659940405283123, "loss_fcos_ctr": 0.6222727820277214, "loss_fcos_loc": 0.20102397399023175, "loss_mask": 0.2797044450417161, "loss_maskiou": 0.006075257144402713, "loss_sem_seg": 0.29702650709077716, "lr": 0.01, "mask_rcnn/accuracy": 0.8788574697120227, "mask_rcnn/false_negative": 0.10087843281550171, "mask_rcnn/false_positive": 0.13554033856006353, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7349130976945162, "total_loss": 1.6858264868787955} {"data_time": 0.009266478009521961, "eta_seconds": 145232.10963093303, "iteration": 71619, "loss_fcos_cls": 0.2860480414237827, "loss_fcos_ctr": 0.6249059047549963, "loss_fcos_loc": 0.20971724693663418, "loss_mask": 0.2997339768335223, "loss_maskiou": 0.00716421332617756, "loss_sem_seg": 0.31957520404830575, "lr": 0.01, "mask_rcnn/accuracy": 0.8680198734340072, "mask_rcnn/false_negative": 0.10877847121615666, "mask_rcnn/false_positive": 0.14139265732549056, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.75, "time": 0.725264286622405, "total_loss": 1.7339339133541216} {"data_time": 0.010583579540252686, "eta_seconds": 145128.72471074853, "iteration": 71639, "loss_fcos_cls": 0.2782513427082449, "loss_fcos_ctr": 0.6219934867694974, "loss_fcos_loc": 0.20611929864389822, "loss_mask": 0.26697762310504913, "loss_maskiou": 0.005935307301115245, "loss_sem_seg": 0.3397937221452594, "lr": 0.01, "mask_rcnn/accuracy": 0.8997475552721088, "mask_rcnn/false_negative": 0.08543439802771333, "mask_rcnn/false_positive": 0.13265494735171715, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.25, "time": 0.7348104882985353, "total_loss": 1.711769679444842} {"data_time": 0.009095217101275921, "eta_seconds": 145202.826159304, "iteration": 71659, "loss_fcos_cls": 0.2771182192955166, "loss_fcos_ctr": 0.6231459365226328, "loss_fcos_loc": 0.20744856598321348, "loss_mask": 0.2733408436179161, "loss_maskiou": 0.006176949173095636, "loss_sem_seg": 0.310180158354342, "lr": 0.01, "mask_rcnn/accuracy": 0.8820365646258503, "mask_rcnn/false_negative": 0.10861553317039704, "mask_rcnn/false_positive": 0.1298938329307261, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7302550515159965, "total_loss": 1.6987978749239119} {"data_time": 0.010575995780527592, "eta_seconds": 145188.1844234895, "iteration": 71679, "loss_fcos_cls": 0.2845049132592976, "loss_fcos_ctr": 0.6223744228482246, "loss_fcos_loc": 0.20342352031730115, "loss_mask": 0.26407581428065896, "loss_maskiou": 0.005875822396774311, "loss_sem_seg": 0.2933341464959085, "lr": 0.01, "mask_rcnn/accuracy": 0.8850005427702996, "mask_rcnn/false_negative": 0.09753031140501614, "mask_rcnn/false_positive": 0.1439728747467764, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7234588321298361, "total_loss": 1.675312409453909} {"data_time": 0.009696483612060547, "eta_seconds": 145254.5657227952, "iteration": 71699, "loss_fcos_cls": 0.2628176975995302, "loss_fcos_ctr": 0.622574410866946, "loss_fcos_loc": 0.21178795909509063, "loss_mask": 0.26698154816403985, "loss_maskiou": 0.005539167839742731, "loss_sem_seg": 0.32706500636413693, "lr": 0.01, "mask_rcnn/accuracy": 0.8811001350894968, "mask_rcnn/false_negative": 0.08473407252057813, "mask_rcnn/false_positive": 0.12875983676262143, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7341765817254782, "total_loss": 1.6925476850010455} {"data_time": 0.010457341559231281, "eta_seconds": 145283.28479366004, "iteration": 71719, "loss_fcos_cls": 0.2826224972959608, "loss_fcos_ctr": 0.6240433962084353, "loss_fcos_loc": 0.20561901992186904, "loss_mask": 0.2827035514637828, "loss_maskiou": 0.006139419572718907, "loss_sem_seg": 0.3064695615321398, "lr": 0.01, "mask_rcnn/accuracy": 0.8783383580705009, "mask_rcnn/false_negative": 0.10230181340810778, "mask_rcnn/false_positive": 0.14442734217462516, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7390872910618782, "total_loss": 1.7007629378713318} {"data_time": 0.010395368561148643, "eta_seconds": 144986.16602952126, "iteration": 71739, "loss_fcos_cls": 0.26716429786756635, "loss_fcos_ctr": 0.6230242964811623, "loss_fcos_loc": 0.2125969046028331, "loss_mask": 0.27838057465851307, "loss_maskiou": 0.005915199835726526, "loss_sem_seg": 0.3098043904174119, "lr": 0.01, "mask_rcnn/accuracy": 0.8686437074829931, "mask_rcnn/false_negative": 0.08755742802242678, "mask_rcnn/false_positive": 0.1626484811264305, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.75, "time": 0.7235081791877747, "total_loss": 1.702090423888876} {"data_time": 0.009401090443134308, "eta_seconds": 145281.67442377564, "iteration": 71759, "loss_fcos_cls": 0.27132003870792687, "loss_fcos_ctr": 0.6242936057969928, "loss_fcos_loc": 0.20343743194825947, "loss_mask": 0.27695343689993024, "loss_maskiou": 0.005824381092679687, "loss_sem_seg": 0.2906404729001224, "lr": 0.01, "mask_rcnn/accuracy": 0.8716894119082429, "mask_rcnn/false_negative": 0.11016571180388782, "mask_rcnn/false_positive": 0.1360687804465173, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.5, "time": 0.7525428012013435, "total_loss": 1.7124631191545632} {"data_time": 0.01007381733506918, "eta_seconds": 145267.01734734606, "iteration": 71779, "loss_fcos_cls": 0.2651604150887579, "loss_fcos_ctr": 0.6183729348704219, "loss_fcos_loc": 0.20053863362409174, "loss_mask": 0.2730172909796238, "loss_maskiou": 0.005544298852328211, "loss_sem_seg": 0.29624446388334036, "lr": 0.01, "mask_rcnn/accuracy": 0.8956308713961776, "mask_rcnn/false_negative": 0.08367796442873754, "mask_rcnn/false_positive": 0.13130251884609723, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.7244291072711349, "total_loss": 1.6618070291806362} {"data_time": 0.010506387799978256, "eta_seconds": 145224.66766552627, "iteration": 71799, "loss_fcos_cls": 0.2684601694345474, "loss_fcos_ctr": 0.6215911498293281, "loss_fcos_loc": 0.203715980052948, "loss_mask": 0.27173903118819, "loss_maskiou": 0.006062969576305477, "loss_sem_seg": 0.2986992932856083, "lr": 0.01, "mask_rcnn/accuracy": 0.8869236488330448, "mask_rcnn/false_negative": 0.10156595157611305, "mask_rcnn/false_positive": 0.15947591070072697, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.25, "time": 0.7340570278465748, "total_loss": 1.6668449584685732} {"data_time": 0.008762608282268047, "eta_seconds": 145196.04656922072, "iteration": 71819, "loss_fcos_cls": 0.27616525487974286, "loss_fcos_ctr": 0.6231462224386632, "loss_fcos_loc": 0.20592911264975555, "loss_mask": 0.2622576570138335, "loss_maskiou": 0.005899102594412398, "loss_sem_seg": 0.3148405004758388, "lr": 0.01, "mask_rcnn/accuracy": 0.8754931931248318, "mask_rcnn/false_negative": 0.09829497661952741, "mask_rcnn/false_positive": 0.14288200082120395, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.5, "time": 0.7389867268502712, "total_loss": 1.710536672391754} {"data_time": 0.010522032156586647, "eta_seconds": 145181.39369668812, "iteration": 71839, "loss_fcos_cls": 0.27976744319312274, "loss_fcos_ctr": 0.6195136895403266, "loss_fcos_loc": 0.19253143353853375, "loss_mask": 0.2670242665335536, "loss_maskiou": 0.005535278578463476, "loss_sem_seg": 0.35929424688220024, "lr": 0.01, "mask_rcnn/accuracy": 0.8874801106883432, "mask_rcnn/false_negative": 0.09356881263455194, "mask_rcnn/false_positive": 0.14403464818614392, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.75, "time": 0.732341693714261, "total_loss": 1.7167743626632728} {"data_time": 0.0093433428555727, "eta_seconds": 145166.7408241555, "iteration": 71859, "loss_fcos_cls": 0.26410455675795674, "loss_fcos_ctr": 0.6225220216438174, "loss_fcos_loc": 0.2056892936816439, "loss_mask": 0.2792801233008504, "loss_maskiou": 0.0062847029112163, "loss_sem_seg": 0.3063822574913502, "lr": 0.01, "mask_rcnn/accuracy": 0.8834375627888286, "mask_rcnn/false_negative": 0.10153425774559241, "mask_rcnn/false_positive": 0.12816844641971695, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.5, "time": 0.7209521736949682, "total_loss": 1.7020126014322159} {"data_time": 0.010607513599097729, "eta_seconds": 145166.0505373925, "iteration": 71879, "loss_fcos_cls": 0.2772500126156956, "loss_fcos_ctr": 0.6186036039143801, "loss_fcos_loc": 0.19752258795779198, "loss_mask": 0.27122436836361885, "loss_maskiou": 0.00587790142162703, "loss_sem_seg": 0.29990202910266817, "lr": 0.01, "mask_rcnn/accuracy": 0.8591359669849101, "mask_rcnn/false_negative": 0.11748619688936535, "mask_rcnn/false_positive": 0.17030829678120404, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 36.0, "time": 0.7319841012358665, "total_loss": 1.6792035250546178} {"data_time": 0.009954290464520454, "eta_seconds": 145179.0748887686, "iteration": 71899, "loss_fcos_cls": 0.2916036727838218, "loss_fcos_ctr": 0.6228914307430387, "loss_fcos_loc": 0.20816662278957665, "loss_mask": 0.284521016292274, "loss_maskiou": 0.005953302053967491, "loss_sem_seg": 0.3167936014942825, "lr": 0.01, "mask_rcnn/accuracy": 0.8785850947521866, "mask_rcnn/false_negative": 0.09141374651524535, "mask_rcnn/false_positive": 0.15023896896394123, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.0, "time": 0.7207394493743777, "total_loss": 1.7349578127323184} {"data_time": 0.009329015389084816, "eta_seconds": 145091.9132498391, "iteration": 71919, "loss_fcos_cls": 0.277156256721355, "loss_fcos_ctr": 0.6220449563115835, "loss_fcos_loc": 0.20213629922363907, "loss_mask": 0.2797364266589284, "loss_maskiou": 0.006111621260060929, "loss_sem_seg": 0.2938212570734322, "lr": 0.01, "mask_rcnn/accuracy": 0.8750782327791257, "mask_rcnn/false_negative": 0.08808645624082567, "mask_rcnn/false_positive": 0.1521633658304365, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.7181122237816453, "total_loss": 1.6642649631758104} {"data_time": 0.010179035365581512, "eta_seconds": 145149.76073590945, "iteration": 71939, "loss_fcos_cls": 0.2749918230838375, "loss_fcos_ctr": 0.6217388324439526, "loss_fcos_loc": 0.20830404723528773, "loss_mask": 0.2765005398541689, "loss_maskiou": 0.005714046448701993, "loss_sem_seg": 0.28144844621419907, "lr": 0.01, "mask_rcnn/accuracy": 0.8833483581402486, "mask_rcnn/false_negative": 0.10420113534214337, "mask_rcnn/false_positive": 0.1421698795435252, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.5, "time": 0.7408773526549339, "total_loss": 1.6954350369924214} {"data_time": 0.009411832317709923, "eta_seconds": 145106.83914340474, "iteration": 71959, "loss_fcos_cls": 0.2739168443949893, "loss_fcos_ctr": 0.6223413990810513, "loss_fcos_loc": 0.20023639383725822, "loss_mask": 0.28523789905011654, "loss_maskiou": 0.00620159215759486, "loss_sem_seg": 0.2890971526503563, "lr": 0.01, "mask_rcnn/accuracy": 0.8715142587124478, "mask_rcnn/false_negative": 0.10713191405584754, "mask_rcnn/false_positive": 0.1335361741605351, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7163158794865012, "total_loss": 1.6927784039144171} {"data_time": 0.009769207797944546, "eta_seconds": 145174.87506338395, "iteration": 71979, "loss_fcos_cls": 0.26994571276009083, "loss_fcos_ctr": 0.6210738411173224, "loss_fcos_loc": 0.21125864190980792, "loss_mask": 0.2801262019202113, "loss_maskiou": 0.0062334090762306005, "loss_sem_seg": 0.29452499095350504, "lr": 0.01, "mask_rcnn/accuracy": 0.8632778654757522, "mask_rcnn/false_negative": 0.0935970951558524, "mask_rcnn/false_positive": 0.19814256957187654, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.7334818178787827, "total_loss": 1.6516995795100229} {"data_time": 0.010787024162709713, "eta_seconds": 145160.21248971112, "iteration": 71999, "loss_fcos_cls": 0.27068039891310036, "loss_fcos_ctr": 0.621436107903719, "loss_fcos_loc": 0.19778144313022494, "loss_mask": 0.27501100581139326, "loss_maskiou": 0.0065921881614485756, "loss_sem_seg": 0.3059545252472162, "lr": 0.01, "mask_rcnn/accuracy": 0.8950262930814517, "mask_rcnn/false_negative": 0.0925189825499313, "mask_rcnn/false_positive": 0.14470898511771801, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7299157278612256, "total_loss": 1.6965849753614748} {"data_time": 0.010467644780874252, "eta_seconds": 145145.5499160383, "iteration": 72019, "loss_fcos_cls": 0.2699083792977035, "loss_fcos_ctr": 0.6224583303555846, "loss_fcos_loc": 0.2015351706650108, "loss_mask": 0.28552462439984083, "loss_maskiou": 0.005899235387914814, "loss_sem_seg": 0.29807573929429054, "lr": 0.01, "mask_rcnn/accuracy": 0.8829140248559523, "mask_rcnn/false_negative": 0.09455158705017673, "mask_rcnn/false_positive": 0.10623167488301806, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7368207825347781, "total_loss": 1.6598218074686883} {"data_time": 0.009057686664164066, "eta_seconds": 145048.22225532867, "iteration": 72039, "loss_fcos_cls": 0.2782839161809534, "loss_fcos_ctr": 0.6232150122523308, "loss_fcos_loc": 0.2080565996002406, "loss_mask": 0.282312230207026, "loss_maskiou": 0.0062466158997267485, "loss_sem_seg": 0.2920888280496001, "lr": 0.01, "mask_rcnn/accuracy": 0.8708817104554432, "mask_rcnn/false_negative": 0.08958405516685894, "mask_rcnn/false_positive": 0.16468208163073783, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.25, "time": 0.7333936616778374, "total_loss": 1.7077097217334085} {"data_time": 0.009615604765713215, "eta_seconds": 145033.56803330965, "iteration": 72059, "loss_fcos_cls": 0.2597069242037833, "loss_fcos_ctr": 0.6238012947142124, "loss_fcos_loc": 0.20661549270153046, "loss_mask": 0.2736196257174015, "loss_maskiou": 0.005984975006867899, "loss_sem_seg": 0.2841473030857742, "lr": 0.01, "mask_rcnn/accuracy": 0.895285861970297, "mask_rcnn/false_negative": 0.08632318135932167, "mask_rcnn/false_positive": 0.13764903724745728, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.5, "time": 0.7422547899186611, "total_loss": 1.6616865475298255} {"data_time": 0.009999205358326435, "eta_seconds": 145165.00430769287, "iteration": 72079, "loss_fcos_cls": 0.26071904972195625, "loss_fcos_ctr": 0.6168364486657083, "loss_fcos_loc": 0.19253937737084925, "loss_mask": 0.26798298582434654, "loss_maskiou": 0.005710215213184711, "loss_sem_seg": 0.2848700131289661, "lr": 0.01, "mask_rcnn/accuracy": 0.8930251397433974, "mask_rcnn/false_negative": 0.08749614994822741, "mask_rcnn/false_positive": 0.12700245559543125, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.0, "time": 0.7462365692481399, "total_loss": 1.6218686168504064} {"data_time": 0.009871939197182655, "eta_seconds": 145009.02067663707, "iteration": 72099, "loss_fcos_cls": 0.26899848645552993, "loss_fcos_ctr": 0.6240077232941985, "loss_fcos_loc": 0.20241698727477342, "loss_mask": 0.2752826176583767, "loss_maskiou": 0.005701439673430286, "loss_sem_seg": 0.3393979356624186, "lr": 0.01, "mask_rcnn/accuracy": 0.8681200352811933, "mask_rcnn/false_negative": 0.11917025813724066, "mask_rcnn/false_positive": 0.1347502969263505, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7206444256007671, "total_loss": 1.6862800835042435} {"data_time": 0.010638771578669548, "eta_seconds": 144994.36597345956, "iteration": 72119, "loss_fcos_cls": 0.2810329649364576, "loss_fcos_ctr": 0.6228473065420985, "loss_fcos_loc": 0.20086987200193107, "loss_mask": 0.276642756536603, "loss_maskiou": 0.005907147307880223, "loss_sem_seg": 0.30966804921627045, "lr": 0.01, "mask_rcnn/accuracy": 0.8715567642151201, "mask_rcnn/false_negative": 0.09684797299221132, "mask_rcnn/false_positive": 0.14680152556187284, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7230616230517626, "total_loss": 1.7062178118349038} {"data_time": 0.009824039414525032, "eta_seconds": 144922.35261110123, "iteration": 72139, "loss_fcos_cls": 0.2641806025058031, "loss_fcos_ctr": 0.6217112941667438, "loss_fcos_loc": 0.21001427911687642, "loss_mask": 0.27190991770476103, "loss_maskiou": 0.006560567024280317, "loss_sem_seg": 0.2856676848605275, "lr": 0.01, "mask_rcnn/accuracy": 0.8827042571615802, "mask_rcnn/false_negative": 0.10850906317626759, "mask_rcnn/false_positive": 0.13067370488912455, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.0, "time": 0.7303279396146536, "total_loss": 1.6935932956985198} {"data_time": 0.009583395905792713, "eta_seconds": 144907.7037057979, "iteration": 72159, "loss_fcos_cls": 0.2765374870505184, "loss_fcos_ctr": 0.6202646493911743, "loss_fcos_loc": 0.20769834984093904, "loss_mask": 0.2895520655438304, "loss_maskiou": 0.006122112972661853, "loss_sem_seg": 0.34600266022607684, "lr": 0.01, "mask_rcnn/accuracy": 0.8782715768330528, "mask_rcnn/false_negative": 0.08424802627370306, "mask_rcnn/false_positive": 0.16758266541489977, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7297130739316344, "total_loss": 1.7372772485541645} {"data_time": 0.010660645551979542, "eta_seconds": 144945.64270119555, "iteration": 72179, "loss_fcos_cls": 0.28457362414337695, "loss_fcos_ctr": 0.6204792829230428, "loss_fcos_loc": 0.2136258955579251, "loss_mask": 0.26372023299336433, "loss_maskiou": 0.005686577038432006, "loss_sem_seg": 0.36384230060502887, "lr": 0.01, "mask_rcnn/accuracy": 0.8927057226399332, "mask_rcnn/false_negative": 0.10876423718684372, "mask_rcnn/false_positive": 0.1082034776292862, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.5, "time": 0.7460476597771049, "total_loss": 1.7563626541086705} {"data_time": 0.0103185148909688, "eta_seconds": 144900.04986450728, "iteration": 72199, "loss_fcos_cls": 0.2677445951849222, "loss_fcos_ctr": 0.6191856814548373, "loss_fcos_loc": 0.20008365053217858, "loss_mask": 0.2792444350197911, "loss_maskiou": 0.005548623521463014, "loss_sem_seg": 0.2752718818373978, "lr": 0.01, "mask_rcnn/accuracy": 0.8711175976800978, "mask_rcnn/false_negative": 0.12077332225399581, "mask_rcnn/false_positive": 0.12386842975605358, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.73372049536556, "total_loss": 1.6558121189591475} {"data_time": 0.010646096430718899, "eta_seconds": 144921.092457572, "iteration": 72219, "loss_fcos_cls": 0.27720835455693305, "loss_fcos_ctr": 0.6195029225200415, "loss_fcos_loc": 0.20460687903687358, "loss_mask": 0.27111236192286015, "loss_maskiou": 0.0058911933592753485, "loss_sem_seg": 0.287015734706074, "lr": 0.01, "mask_rcnn/accuracy": 0.8779361263736264, "mask_rcnn/false_negative": 0.1000699333185867, "mask_rcnn/false_positive": 0.1288623102990072, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.7443007882684469, "total_loss": 1.6860639616206754} {"data_time": 0.010203472338616848, "eta_seconds": 144712.33636434563, "iteration": 72239, "loss_fcos_cls": 0.2841834619175643, "loss_fcos_ctr": 0.6221211669035256, "loss_fcos_loc": 0.20818064082413912, "loss_mask": 0.26873661670833826, "loss_maskiou": 0.006514931646961486, "loss_sem_seg": 0.3088873705128208, "lr": 0.01, "mask_rcnn/accuracy": 0.8747556143358983, "mask_rcnn/false_negative": 0.09460844453902845, "mask_rcnn/false_positive": 0.13204199413463685, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.5, "time": 0.7076313523575664, "total_loss": 1.7196284430247033} {"data_time": 0.010928195901215076, "eta_seconds": 144656.67913634516, "iteration": 72259, "loss_fcos_cls": 0.27667220076546073, "loss_fcos_ctr": 0.623106274753809, "loss_fcos_loc": 0.20882284123217687, "loss_mask": 0.2680357024073601, "loss_maskiou": 0.00629509177088039, "loss_sem_seg": 0.4097260348498821, "lr": 0.01, "mask_rcnn/accuracy": 0.8623962428480259, "mask_rcnn/false_negative": 0.08085227514779969, "mask_rcnn/false_positive": 0.1610310217923816, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7311913054436445, "total_loss": 1.7886298319353955} {"data_time": 0.009826740249991417, "eta_seconds": 144596.9420692781, "iteration": 72279, "loss_fcos_cls": 0.2691793760750443, "loss_fcos_ctr": 0.6195595269091427, "loss_fcos_loc": 0.20297634438611567, "loss_mask": 0.26073125284165144, "loss_maskiou": 0.006098350597312674, "loss_sem_seg": 0.3134878547862172, "lr": 0.01, "mask_rcnn/accuracy": 0.8912655339913744, "mask_rcnn/false_negative": 0.09434571059550895, "mask_rcnn/false_positive": 0.1253022183680698, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.75, "time": 0.7217083750292659, "total_loss": 1.6785453620177577} {"data_time": 0.010342053137719631, "eta_seconds": 144672.64941169322, "iteration": 72299, "loss_fcos_cls": 0.2684562958893366, "loss_fcos_ctr": 0.6198405222967267, "loss_fcos_loc": 0.20170559675898403, "loss_mask": 0.2658605193719268, "loss_maskiou": 0.0057595144608058035, "loss_sem_seg": 0.3362574493512511, "lr": 0.01, "mask_rcnn/accuracy": 0.8728408532087535, "mask_rcnn/false_negative": 0.09545291114523081, "mask_rcnn/false_positive": 0.18910759108984387, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.75, "time": 0.7404683111235499, "total_loss": 1.7105048990342766} {"data_time": 0.011466494761407375, "eta_seconds": 144823.62020968087, "iteration": 72319, "loss_fcos_cls": 0.2812321794917807, "loss_fcos_ctr": 0.6208772463724017, "loss_fcos_loc": 0.19671347725670785, "loss_mask": 0.27420734614133835, "loss_maskiou": 0.005480742242070846, "loss_sem_seg": 0.3307385155931115, "lr": 0.01, "mask_rcnn/accuracy": 0.8884627090272729, "mask_rcnn/false_negative": 0.08075365802880564, "mask_rcnn/false_positive": 0.15120626382494207, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.0, "time": 0.7583079347386956, "total_loss": 1.713766082903021} {"data_time": 0.010215304791927338, "eta_seconds": 144915.24236266874, "iteration": 72339, "loss_fcos_cls": 0.27783836144953966, "loss_fcos_ctr": 0.6275028372183442, "loss_fcos_loc": 0.21668023662641644, "loss_mask": 0.2911581783555448, "loss_maskiou": 0.006323742665699683, "loss_sem_seg": 0.3344884430989623, "lr": 0.01, "mask_rcnn/accuracy": 0.8866425141485166, "mask_rcnn/false_negative": 0.09261003629114872, "mask_rcnn/false_positive": 0.13606112523176833, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7528521530330181, "total_loss": 1.7377537410065997} {"data_time": 0.009872150607407093, "eta_seconds": 145146.81366133783, "iteration": 72359, "loss_fcos_cls": 0.28409205051138997, "loss_fcos_ctr": 0.622369222342968, "loss_fcos_loc": 0.20498377503827214, "loss_mask": 0.26963201351463795, "loss_maskiou": 0.005662981246132404, "loss_sem_seg": 0.33018570486456156, "lr": 0.01, "mask_rcnn/accuracy": 0.8923141891891893, "mask_rcnn/false_negative": 0.08286898956902375, "mask_rcnn/false_positive": 0.15034212138325512, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.5, "time": 0.7465116791427135, "total_loss": 1.68332232056855} {"data_time": 0.010569225065410137, "eta_seconds": 145160.1278555561, "iteration": 72379, "loss_fcos_cls": 0.2611322570592165, "loss_fcos_ctr": 0.6221333052963018, "loss_fcos_loc": 0.20365974749438465, "loss_mask": 0.27605546824634075, "loss_maskiou": 0.005496662633959204, "loss_sem_seg": 0.2992326319217682, "lr": 0.01, "mask_rcnn/accuracy": 0.8879165520852836, "mask_rcnn/false_negative": 0.09174564745366118, "mask_rcnn/false_positive": 0.13089447023973677, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 38.75, "time": 0.7542948387563229, "total_loss": 1.7001371070255118} {"data_time": 0.010498597286641598, "eta_seconds": 145158.81020799838, "iteration": 72399, "loss_fcos_cls": 0.2685099975205958, "loss_fcos_ctr": 0.6220435546711087, "loss_fcos_loc": 0.20175700448453426, "loss_mask": 0.2641896028071642, "loss_maskiou": 0.005681814014678821, "loss_sem_seg": 0.2838684073649347, "lr": 0.01, "mask_rcnn/accuracy": 0.8901468160977015, "mask_rcnn/false_negative": 0.10715082534709877, "mask_rcnn/false_positive": 0.11757439608192316, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.7382514216005802, "total_loss": 1.6628608841492678} {"data_time": 0.00977248977869749, "eta_seconds": 145252.95601515006, "iteration": 72419, "loss_fcos_cls": 0.29012099700048566, "loss_fcos_ctr": 0.623945907689631, "loss_fcos_loc": 0.2035475627053529, "loss_mask": 0.27751841489225626, "loss_maskiou": 0.006503479504317511, "loss_sem_seg": 0.32226957427337766, "lr": 0.01, "mask_rcnn/accuracy": 0.8715203634645348, "mask_rcnn/false_negative": 0.09313937940329724, "mask_rcnn/false_positive": 0.18222798688657996, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7378490064293146, "total_loss": 1.714369272303884} {"data_time": 0.009513594210147858, "eta_seconds": 145238.2528851917, "iteration": 72439, "loss_fcos_cls": 0.26877037645317614, "loss_fcos_ctr": 0.6231236010789871, "loss_fcos_loc": 0.2096955890301615, "loss_mask": 0.2768489783629775, "loss_maskiou": 0.005795176373794675, "loss_sem_seg": 0.320580305531621, "lr": 0.01, "mask_rcnn/accuracy": 0.8904838251089909, "mask_rcnn/false_negative": 0.09825090757331172, "mask_rcnn/false_positive": 0.1291389041773498, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7347302548587322, "total_loss": 1.7444195720745483} {"data_time": 0.009500752203166485, "eta_seconds": 145149.06993003655, "iteration": 72459, "loss_fcos_cls": 0.2870061523281038, "loss_fcos_ctr": 0.6217870209366083, "loss_fcos_loc": 0.20135924872010946, "loss_mask": 0.2752726702019572, "loss_maskiou": 0.006598326377570629, "loss_sem_seg": 0.2896301404107362, "lr": 0.01, "mask_rcnn/accuracy": 0.882989406278305, "mask_rcnn/false_negative": 0.09782671359809479, "mask_rcnn/false_positive": 0.13142872842693676, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.5, "time": 0.7264935085549951, "total_loss": 1.686855084830313} {"data_time": 0.010699099861085415, "eta_seconds": 145100.0417563375, "iteration": 72479, "loss_fcos_cls": 0.28318378049880266, "loss_fcos_ctr": 0.6213815240189433, "loss_fcos_loc": 0.20958501659333706, "loss_mask": 0.2665143273770809, "loss_maskiou": 0.006540650312672369, "loss_sem_seg": 0.28295371402055025, "lr": 0.01, "mask_rcnn/accuracy": 0.891166094545276, "mask_rcnn/false_negative": 0.09811004090179459, "mask_rcnn/false_positive": 0.12384837890822681, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.731750663369894, "total_loss": 1.6957095393299824} {"data_time": 0.009695706889033318, "eta_seconds": 144832.11418619007, "iteration": 72499, "loss_fcos_cls": 0.26075204042717814, "loss_fcos_ctr": 0.6202062801457942, "loss_fcos_loc": 0.19333157828077674, "loss_mask": 0.26128983683884144, "loss_maskiou": 0.005212388219661079, "loss_sem_seg": 0.28809518180787563, "lr": 0.01, "mask_rcnn/accuracy": 0.8760679212930766, "mask_rcnn/false_negative": 0.09688241455799676, "mask_rcnn/false_positive": 0.1253262881526579, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.25, "time": 0.7240973068401217, "total_loss": 1.6464937501878012} {"data_time": 0.010710647329688072, "eta_seconds": 144817.44771724194, "iteration": 72519, "loss_fcos_cls": 0.2678096605814062, "loss_fcos_ctr": 0.6230488056316972, "loss_fcos_loc": 0.2110699899494648, "loss_mask": 0.28168188873678446, "loss_maskiou": 0.006323695994069567, "loss_sem_seg": 0.2872517560608685, "lr": 0.01, "mask_rcnn/accuracy": 0.8732924621461489, "mask_rcnn/false_negative": 0.10486098137213522, "mask_rcnn/false_positive": 0.14016075510434078, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7332376707345247, "total_loss": 1.7016755994336563} {"data_time": 0.009979089722037315, "eta_seconds": 144695.3840821404, "iteration": 72539, "loss_fcos_cls": 0.27552355453372, "loss_fcos_ctr": 0.6201338521204889, "loss_fcos_loc": 0.20272859302349389, "loss_mask": 0.27382662799209356, "loss_maskiou": 0.006184727273648605, "loss_sem_seg": 0.32101982505992055, "lr": 0.01, "mask_rcnn/accuracy": 0.8618069840668363, "mask_rcnn/false_negative": 0.14589532981784858, "mask_rcnn/false_positive": 0.15843786373993662, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.75, "time": 0.7353636659681797, "total_loss": 1.7075726378752734} {"data_time": 0.010064943693578243, "eta_seconds": 144662.55513826944, "iteration": 72559, "loss_fcos_cls": 0.2708126618526876, "loss_fcos_ctr": 0.6214399673044682, "loss_fcos_loc": 0.20607243617996573, "loss_mask": 0.2653489699587226, "loss_maskiou": 0.006101447652326897, "loss_sem_seg": 0.3247277515474707, "lr": 0.01, "mask_rcnn/accuracy": 0.8644319880990656, "mask_rcnn/false_negative": 0.12359329093215979, "mask_rcnn/false_positive": 0.16019104699724765, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7197675490751863, "total_loss": 1.6913174079963937} {"data_time": 0.010259135626256466, "eta_seconds": 144600.076694428, "iteration": 72579, "loss_fcos_cls": 0.28505572071298957, "loss_fcos_ctr": 0.6150003438815475, "loss_fcos_loc": 0.19416481582447886, "loss_mask": 0.26694823149591684, "loss_maskiou": 0.0055748369777575135, "loss_sem_seg": 0.34428819257300347, "lr": 0.01, "mask_rcnn/accuracy": 0.883364630574452, "mask_rcnn/false_negative": 0.09924478425158517, "mask_rcnn/false_positive": 0.14495511440645859, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7257349444553256, "total_loss": 1.7171383278036956} {"data_time": 0.01031890045851469, "eta_seconds": 144607.02798925992, "iteration": 72599, "loss_fcos_cls": 0.28023449709871784, "loss_fcos_ctr": 0.6212279736064374, "loss_fcos_loc": 0.2065424327738583, "loss_mask": 0.27436558064073324, "loss_maskiou": 0.005973264465865213, "loss_sem_seg": 0.30749375419691205, "lr": 0.01, "mask_rcnn/accuracy": 0.8942229014247208, "mask_rcnn/false_negative": 0.08144743879765981, "mask_rcnn/false_positive": 0.11574953439767591, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 36.5, "time": 0.7388376407325268, "total_loss": 1.6964329794354853} {"data_time": 0.01018686406314373, "eta_seconds": 144618.59388752468, "iteration": 72619, "loss_fcos_cls": 0.2843058370053768, "loss_fcos_ctr": 0.6234242487698793, "loss_fcos_loc": 0.2124324516626075, "loss_mask": 0.2710598846897483, "loss_maskiou": 0.005754189056460746, "loss_sem_seg": 0.30426132306456566, "lr": 0.01, "mask_rcnn/accuracy": 0.8859342699903237, "mask_rcnn/false_negative": 0.11809292485922693, "mask_rcnn/false_positive": 0.12161649093297812, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.0, "time": 0.742793140001595, "total_loss": 1.701063433320087} {"data_time": 0.01026507094502449, "eta_seconds": 144593.68960218318, "iteration": 72639, "loss_fcos_cls": 0.26782082696445286, "loss_fcos_ctr": 0.619494928047061, "loss_fcos_loc": 0.2032923330552876, "loss_mask": 0.27461830899119377, "loss_maskiou": 0.005731061301048612, "loss_sem_seg": 0.332440578378737, "lr": 0.01, "mask_rcnn/accuracy": 0.869230905503227, "mask_rcnn/false_negative": 0.09882397278768841, "mask_rcnn/false_positive": 0.13518719801789292, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 43.5, "time": 0.72381292283535, "total_loss": 1.6865130074656918} {"data_time": 0.010098167695105076, "eta_seconds": 144563.07470797282, "iteration": 72659, "loss_fcos_cls": 0.2558770775794983, "loss_fcos_ctr": 0.6192948492243886, "loss_fcos_loc": 0.19735742663033307, "loss_mask": 0.27856011409312487, "loss_maskiou": 0.005518042220501229, "loss_sem_seg": 0.28171299351379275, "lr": 0.01, "mask_rcnn/accuracy": 0.8669705827221819, "mask_rcnn/false_negative": 0.09642211740429982, "mask_rcnn/false_positive": 0.16904546174174612, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.725204068236053, "total_loss": 1.6525673877695226} {"data_time": 0.009416177868843079, "eta_seconds": 144564.38417920657, "iteration": 72679, "loss_fcos_cls": 0.2758581666275859, "loss_fcos_ctr": 0.6217062277719378, "loss_fcos_loc": 0.21545195346698165, "loss_mask": 0.2715356280095875, "loss_maskiou": 0.005829438057844527, "loss_sem_seg": 0.29326884681358933, "lr": 0.01, "mask_rcnn/accuracy": 0.8963261158121785, "mask_rcnn/false_negative": 0.08813812723330569, "mask_rcnn/false_positive": 0.1323117311203167, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7313467357307673, "total_loss": 1.7091815224775928} {"data_time": 0.010439490899443626, "eta_seconds": 144508.42647596262, "iteration": 72699, "loss_fcos_cls": 0.27018948504701257, "loss_fcos_ctr": 0.6218934506177902, "loss_fcos_loc": 0.20445887162350118, "loss_mask": 0.27598202507942915, "loss_maskiou": 0.005575052244239487, "loss_sem_seg": 0.3188134003430605, "lr": 0.01, "mask_rcnn/accuracy": 0.866872268657983, "mask_rcnn/false_negative": 0.10022451024879542, "mask_rcnn/false_positive": 0.15926640457712815, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.7185705909505486, "total_loss": 1.7163267165014986} {"data_time": 0.010643302462995052, "eta_seconds": 144515.77143659256, "iteration": 72719, "loss_fcos_cls": 0.2833978937123902, "loss_fcos_ctr": 0.6227858797647059, "loss_fcos_loc": 0.2027584538445808, "loss_mask": 0.2631534030660987, "loss_maskiou": 0.005971961785689928, "loss_sem_seg": 0.287876182468608, "lr": 0.01, "mask_rcnn/accuracy": 0.882078708676453, "mask_rcnn/false_negative": 0.10464988333223582, "mask_rcnn/false_positive": 0.12814594067790155, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7431700257584453, "total_loss": 1.6696527235035319} {"data_time": 0.009720029309391975, "eta_seconds": 144492.32649505604, "iteration": 72739, "loss_fcos_cls": 0.2528889328241348, "loss_fcos_ctr": 0.619377170689404, "loss_fcos_loc": 0.19557339255698025, "loss_mask": 0.2649360070936382, "loss_maskiou": 0.005605041071248706, "loss_sem_seg": 0.3055004868656397, "lr": 0.01, "mask_rcnn/accuracy": 0.88534267696892, "mask_rcnn/false_negative": 0.1044598782114396, "mask_rcnn/false_positive": 0.12869505151314928, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.75, "time": 0.7262156959623098, "total_loss": 1.6716263952112058} {"data_time": 0.009810464456677437, "eta_seconds": 144446.68508238439, "iteration": 72759, "loss_fcos_cls": 0.28529567969962955, "loss_fcos_ctr": 0.6214424604550004, "loss_fcos_loc": 0.19779818458482623, "loss_mask": 0.2703180508688092, "loss_maskiou": 0.006349801184114767, "loss_sem_seg": 0.3532219370827079, "lr": 0.01, "mask_rcnn/accuracy": 0.8791195856873824, "mask_rcnn/false_negative": 0.10702063731470046, "mask_rcnn/false_positive": 0.12035636624176264, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.0, "time": 0.7451001573354006, "total_loss": 1.7159647844200663} {"data_time": 0.008894318714737892, "eta_seconds": 144462.70478534698, "iteration": 72779, "loss_fcos_cls": 0.2720364867709577, "loss_fcos_ctr": 0.6230313992127776, "loss_fcos_loc": 0.1998845343478024, "loss_mask": 0.26852503092959523, "loss_maskiou": 0.005978202272672206, "loss_sem_seg": 0.28910592570900917, "lr": 0.01, "mask_rcnn/accuracy": 0.8827963992974239, "mask_rcnn/false_negative": 0.10095269665526753, "mask_rcnn/false_positive": 0.1420262011441792, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.25, "time": 0.7329156212508678, "total_loss": 1.6534538271080237} {"data_time": 0.009854676201939583, "eta_seconds": 144308.43209486268, "iteration": 72799, "loss_fcos_cls": 0.260341556975618, "loss_fcos_ctr": 0.6219322783872485, "loss_fcos_loc": 0.19562273076735437, "loss_mask": 0.2599657839164138, "loss_maskiou": 0.005502092957613058, "loss_sem_seg": 0.30058406479656696, "lr": 0.01, "mask_rcnn/accuracy": 0.8878100470957614, "mask_rcnn/false_negative": 0.09882323497588005, "mask_rcnn/false_positive": 0.10556828901281634, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.0, "time": 0.7031945260241628, "total_loss": 1.6501316138164839} {"data_time": 0.00967127364128828, "eta_seconds": 144293.7964254599, "iteration": 72819, "loss_fcos_cls": 0.27960715303197503, "loss_fcos_ctr": 0.6191592030227184, "loss_fcos_loc": 0.2049283846281469, "loss_mask": 0.27220567036420107, "loss_maskiou": 0.005922168420511298, "loss_sem_seg": 0.31935514975339174, "lr": 0.01, "mask_rcnn/accuracy": 0.8954814880497655, "mask_rcnn/false_negative": 0.09295460838119785, "mask_rcnn/false_positive": 0.11771529027663588, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.7362470170482993, "total_loss": 1.7237484406650765} {"data_time": 0.010870033875107765, "eta_seconds": 144261.45441581402, "iteration": 72839, "loss_fcos_cls": 0.28241512714885175, "loss_fcos_ctr": 0.620342836715281, "loss_fcos_loc": 0.19773823744617403, "loss_mask": 0.260678481310606, "loss_maskiou": 0.006006570089084562, "loss_sem_seg": 0.3303833529353142, "lr": 0.01, "mask_rcnn/accuracy": 0.8733435760667904, "mask_rcnn/false_negative": 0.08376245769344193, "mask_rcnn/false_positive": 0.14968255794486554, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.5, "time": 0.7172953533008695, "total_loss": 1.698707819399715} {"data_time": 0.010035357438027859, "eta_seconds": 144264.52508665435, "iteration": 72859, "loss_fcos_cls": 0.2608205897267908, "loss_fcos_ctr": 0.6197966309264302, "loss_fcos_loc": 0.20579641568474472, "loss_mask": 0.2743702996522188, "loss_maskiou": 0.005756656450103037, "loss_sem_seg": 0.3107360249850899, "lr": 0.01, "mask_rcnn/accuracy": 0.8762205924036282, "mask_rcnn/false_negative": 0.10913009477695296, "mask_rcnn/false_positive": 0.1507629733131745, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.5, "time": 0.7417918695136905, "total_loss": 1.6798669059644453} {"data_time": 0.010727697983384132, "eta_seconds": 144232.18666926865, "iteration": 72879, "loss_fcos_cls": 0.2962759933434427, "loss_fcos_ctr": 0.6228191824629903, "loss_fcos_loc": 0.20352730678860098, "loss_mask": 0.26683859433978796, "loss_maskiou": 0.0060123632865725085, "loss_sem_seg": 0.2820512840989977, "lr": 0.01, "mask_rcnn/accuracy": 0.8690711517165006, "mask_rcnn/false_negative": 0.10890391703077937, "mask_rcnn/false_positive": 0.15509654399113, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7239269884303212, "total_loss": 1.665863418544177} {"data_time": 0.009810049086809158, "eta_seconds": 144232.4253843259, "iteration": 72899, "loss_fcos_cls": 0.2797833492513746, "loss_fcos_ctr": 0.6229312811046839, "loss_fcos_loc": 0.21746158751193434, "loss_mask": 0.28952343948185444, "loss_maskiou": 0.006753917579771951, "loss_sem_seg": 0.27275187661871314, "lr": 0.01, "mask_rcnn/accuracy": 0.8541135204081634, "mask_rcnn/false_negative": 0.12774481473814467, "mask_rcnn/false_positive": 0.1769877803651658, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.25, "time": 0.7143276296555996, "total_loss": 1.706673685403075} {"data_time": 0.010806535370647907, "eta_seconds": 144259.41841471102, "iteration": 72919, "loss_fcos_cls": 0.2795900993514806, "loss_fcos_ctr": 0.6209646677598357, "loss_fcos_loc": 0.20717381651047617, "loss_mask": 0.27515658596530557, "loss_maskiou": 0.006331971933832392, "loss_sem_seg": 0.3367990427650511, "lr": 0.01, "mask_rcnn/accuracy": 0.8695573540902408, "mask_rcnn/false_negative": 0.08247333535303786, "mask_rcnn/false_positive": 0.15868763984001577, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7362428326159716, "total_loss": 1.723998773497442} {"data_time": 0.009909838438034058, "eta_seconds": 144205.98240904324, "iteration": 72939, "loss_fcos_cls": 0.2888069150503725, "loss_fcos_ctr": 0.6227865591645241, "loss_fcos_loc": 0.21048441482707858, "loss_mask": 0.2733935145661235, "loss_maskiou": 0.005812625720864162, "loss_sem_seg": 0.29375665774568915, "lr": 0.01, "mask_rcnn/accuracy": 0.8864145643233254, "mask_rcnn/false_negative": 0.08628133360190819, "mask_rcnn/false_positive": 0.1274244798899602, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7447173232212663, "total_loss": 1.6959726582208532} {"data_time": 0.009767801500856876, "eta_seconds": 144288.5672799358, "iteration": 72959, "loss_fcos_cls": 0.2883776994422078, "loss_fcos_ctr": 0.6233480549417436, "loss_fcos_loc": 0.2039479250088334, "loss_mask": 0.2763101728633046, "loss_maskiou": 0.0058124962451984175, "loss_sem_seg": 0.3094676826149225, "lr": 0.01, "mask_rcnn/accuracy": 0.8779982544108343, "mask_rcnn/false_negative": 0.09250617898341859, "mask_rcnn/false_positive": 0.13344857513206732, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7432498885318637, "total_loss": 1.7006617544029723} {"data_time": 0.01116718165576458, "eta_seconds": 144261.91213162057, "iteration": 72979, "loss_fcos_cls": 0.2657728693448007, "loss_fcos_ctr": 0.6214338312856853, "loss_fcos_loc": 0.2060614158399403, "loss_mask": 0.28429616894572973, "loss_maskiou": 0.005952749757852871, "loss_sem_seg": 0.2904475770192221, "lr": 0.01, "mask_rcnn/accuracy": 0.8721710809565246, "mask_rcnn/false_negative": 0.10239596013902902, "mask_rcnn/false_positive": 0.1166203375817855, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.0, "time": 0.7252321904525161, "total_loss": 1.6902005122683477} {"data_time": 0.009642071090638638, "eta_seconds": 144259.50792950392, "iteration": 72999, "loss_fcos_cls": 0.26795604394283146, "loss_fcos_ctr": 0.6210497082211077, "loss_fcos_loc": 0.2084043410141021, "loss_mask": 0.2784137837588787, "loss_maskiou": 0.005829069894389249, "loss_sem_seg": 0.31053348537534475, "lr": 0.01, "mask_rcnn/accuracy": 0.8902684589817662, "mask_rcnn/false_negative": 0.09330105591524021, "mask_rcnn/false_positive": 0.13910651345310357, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.25, "time": 0.7326251259073615, "total_loss": 1.6906248411505658} {"data_time": 0.010192328132689, "eta_seconds": 144241.56003373396, "iteration": 73019, "loss_fcos_cls": 0.28025594796054065, "loss_fcos_ctr": 0.6215280573815107, "loss_fcos_loc": 0.20200004405342042, "loss_mask": 0.26725028175860643, "loss_maskiou": 0.0057882052278728224, "loss_sem_seg": 0.32158415112644434, "lr": 0.01, "mask_rcnn/accuracy": 0.8822459959258429, "mask_rcnn/false_negative": 0.09342886782304297, "mask_rcnn/false_positive": 0.15543933423155767, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.25, "time": 0.7348655518144369, "total_loss": 1.6827860526245786} {"data_time": 0.010068919509649277, "eta_seconds": 144224.01709758677, "iteration": 73039, "loss_fcos_cls": 0.2777386854868382, "loss_fcos_ctr": 0.6236544009298086, "loss_fcos_loc": 0.2142363495659083, "loss_mask": 0.2951317448168993, "loss_maskiou": 0.006966587592614815, "loss_sem_seg": 0.2907355180941522, "lr": 0.01, "mask_rcnn/accuracy": 0.8723901390913509, "mask_rcnn/false_negative": 0.10136714308166248, "mask_rcnn/false_positive": 0.15687164051748825, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.7344721453264356, "total_loss": 1.7109491441442515} {"data_time": 0.009039081633090973, "eta_seconds": 144204.0466942219, "iteration": 73059, "loss_fcos_cls": 0.2647515547578223, "loss_fcos_ctr": 0.6180220958776772, "loss_fcos_loc": 0.18912439956329763, "loss_mask": 0.266471313778311, "loss_maskiou": 0.005912874061323237, "loss_sem_seg": 0.2847837167792022, "lr": 0.01, "mask_rcnn/accuracy": 0.8813855510293906, "mask_rcnn/false_negative": 0.10656897388040869, "mask_rcnn/false_positive": 0.1355860164766708, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7257923223078251, "total_loss": 1.6316019809019053} {"data_time": 0.010411552153527737, "eta_seconds": 144096.35328193288, "iteration": 73079, "loss_fcos_cls": 0.2726880023255944, "loss_fcos_ctr": 0.6227881438098848, "loss_fcos_loc": 0.21108919358812273, "loss_mask": 0.28679616935551167, "loss_maskiou": 0.006331734446575865, "loss_sem_seg": 0.2949185371398926, "lr": 0.01, "mask_rcnn/accuracy": 0.8663292444637429, "mask_rcnn/false_negative": 0.10822501407044825, "mask_rcnn/false_positive": 0.13933262595928753, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7243873346596956, "total_loss": 1.7078062813234283} {"data_time": 0.009460769593715668, "eta_seconds": 144182.9791309936, "iteration": 73099, "loss_fcos_cls": 0.27545524667948484, "loss_fcos_ctr": 0.622429434210062, "loss_fcos_loc": 0.20386724499985576, "loss_mask": 0.2787105767056346, "loss_maskiou": 0.005753727455157787, "loss_sem_seg": 0.2837538104504347, "lr": 0.01, "mask_rcnn/accuracy": 0.8658459595959596, "mask_rcnn/false_negative": 0.12102789174316296, "mask_rcnn/false_positive": 0.15505099594947053, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.5, "time": 0.7566065592691302, "total_loss": 1.69045136783825} {"data_time": 0.008917730301618576, "eta_seconds": 144168.3339053085, "iteration": 73119, "loss_fcos_cls": 0.2678717812523246, "loss_fcos_ctr": 0.6211910340934992, "loss_fcos_loc": 0.1947454276960343, "loss_mask": 0.27638735342770815, "loss_maskiou": 0.0064434296218678355, "loss_sem_seg": 0.28638138016685843, "lr": 0.01, "mask_rcnn/accuracy": 0.8745079389514427, "mask_rcnn/false_negative": 0.09717310019996084, "mask_rcnn/false_positive": 0.15462961984530849, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7210590215399861, "total_loss": 1.6882576985663036} {"data_time": 0.010313501581549644, "eta_seconds": 144153.68867962342, "iteration": 73139, "loss_fcos_cls": 0.2734856733586639, "loss_fcos_ctr": 0.6196883730590343, "loss_fcos_loc": 0.20939386636018753, "loss_mask": 0.2845261888578534, "loss_maskiou": 0.006025535294611473, "loss_sem_seg": 0.3016144731082022, "lr": 0.01, "mask_rcnn/accuracy": 0.8705480453714729, "mask_rcnn/false_negative": 0.1106498510114997, "mask_rcnn/false_positive": 0.12678953957301428, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.729921237565577, "total_loss": 1.7052342605165904} {"data_time": 0.010285277850925922, "eta_seconds": 144163.17162374314, "iteration": 73159, "loss_fcos_cls": 0.2859573778696358, "loss_fcos_ctr": 0.6183394924737513, "loss_fcos_loc": 0.20870684017427266, "loss_mask": 0.27653052378445864, "loss_maskiou": 0.005846997897606343, "loss_sem_seg": 0.2925160648301244, "lr": 0.01, "mask_rcnn/accuracy": 0.8887871156115508, "mask_rcnn/false_negative": 0.09055037438716979, "mask_rcnn/false_positive": 0.11761969248125423, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.0, "time": 0.7392829535529017, "total_loss": 1.6842639591050101} {"data_time": 0.009935690090060234, "eta_seconds": 144127.69788068533, "iteration": 73179, "loss_fcos_cls": 0.25873122399207205, "loss_fcos_ctr": 0.6190809672698379, "loss_fcos_loc": 0.20194622536655515, "loss_mask": 0.27209565974771976, "loss_maskiou": 0.005854055467352737, "loss_sem_seg": 0.32568448036909103, "lr": 0.01, "mask_rcnn/accuracy": 0.8623098461449643, "mask_rcnn/false_negative": 0.09154124414374784, "mask_rcnn/false_positive": 0.17453518665655263, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.7459160704165697, "total_loss": 1.7144054092932492} {"data_time": 0.01049342006444931, "eta_seconds": 144109.75300256815, "iteration": 73199, "loss_fcos_cls": 0.2694809774402529, "loss_fcos_ctr": 0.6208367589861155, "loss_fcos_loc": 0.2014307074714452, "loss_mask": 0.2729237303137779, "loss_maskiou": 0.006400963378837332, "loss_sem_seg": 0.3107674056664109, "lr": 0.01, "mask_rcnn/accuracy": 0.8893745581177175, "mask_rcnn/false_negative": 0.08265651877588004, "mask_rcnn/false_positive": 0.14081505474801748, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 24.75, "time": 0.7260150257498026, "total_loss": 1.6942652139405254} {"data_time": 0.009315161034464836, "eta_seconds": 144095.10777688306, "iteration": 73219, "loss_fcos_cls": 0.2750235088169575, "loss_fcos_ctr": 0.6219636388123035, "loss_fcos_loc": 0.19503770943265408, "loss_mask": 0.2666891925036907, "loss_maskiou": 0.0062165957351680845, "loss_sem_seg": 0.34497967967763543, "lr": 0.01, "mask_rcnn/accuracy": 0.886463991173769, "mask_rcnn/false_negative": 0.09609338627056971, "mask_rcnn/false_positive": 0.13436839115946436, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.25, "time": 0.7396361697465181, "total_loss": 1.7027984100568574} {"data_time": 0.009487301111221313, "eta_seconds": 144104.58091484662, "iteration": 73239, "loss_fcos_cls": 0.2624794408911839, "loss_fcos_ctr": 0.6209242148324847, "loss_fcos_loc": 0.2002805931842886, "loss_mask": 0.2710538487881422, "loss_maskiou": 0.005368573132727761, "loss_sem_seg": 0.3217826602049172, "lr": 0.01, "mask_rcnn/accuracy": 0.8757549494156638, "mask_rcnn/false_negative": 0.10154527381021204, "mask_rcnn/false_positive": 0.13761885404429725, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.75, "time": 0.7222011499106884, "total_loss": 1.6762522103381343} {"data_time": 0.01040541473776102, "eta_seconds": 144111.10886859894, "iteration": 73259, "loss_fcos_cls": 0.2628569744993001, "loss_fcos_ctr": 0.6217283066362143, "loss_fcos_loc": 0.20785865606740117, "loss_mask": 0.27053233701735735, "loss_maskiou": 0.005268377619358944, "loss_sem_seg": 0.295139022404328, "lr": 0.01, "mask_rcnn/accuracy": 0.8848578717201167, "mask_rcnn/false_negative": 0.08900851284051844, "mask_rcnn/false_positive": 0.1547789490597818, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7347249984741211, "total_loss": 1.665261204714625} {"data_time": 0.009858781471848488, "eta_seconds": 144116.97149283532, "iteration": 73279, "loss_fcos_cls": 0.28605558432172984, "loss_fcos_ctr": 0.6211704779416323, "loss_fcos_loc": 0.20801714598201215, "loss_mask": 0.2802976658567786, "loss_maskiou": 0.006091045215725899, "loss_sem_seg": 0.3456556834280491, "lr": 0.01, "mask_rcnn/accuracy": 0.8770142518955208, "mask_rcnn/false_negative": 0.09142036621535017, "mask_rcnn/false_positive": 0.15233359557646764, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7260279720649123, "total_loss": 1.7479158873029519} {"data_time": 0.010096453130245209, "eta_seconds": 144081.80920886993, "iteration": 73299, "loss_fcos_cls": 0.26241849712096155, "loss_fcos_ctr": 0.6240922943688929, "loss_fcos_loc": 0.2022731346078217, "loss_mask": 0.27442343765869737, "loss_maskiou": 0.006127051972725894, "loss_sem_seg": 0.28835436166264117, "lr": 0.01, "mask_rcnn/accuracy": 0.8837630003924647, "mask_rcnn/false_negative": 0.09358963376047, "mask_rcnn/false_positive": 0.17177420577819416, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.0, "time": 0.7304647443816066, "total_loss": 1.6836125528934645} {"data_time": 0.009973431937396526, "eta_seconds": 143966.62627662625, "iteration": 73319, "loss_fcos_cls": 0.26971198059618473, "loss_fcos_ctr": 0.6244063144549727, "loss_fcos_loc": 0.21006181836128235, "loss_mask": 0.280976508744061, "loss_maskiou": 0.005317693103279453, "loss_sem_seg": 0.31016613729298115, "lr": 0.01, "mask_rcnn/accuracy": 0.8745281415896692, "mask_rcnn/false_negative": 0.11269097842459365, "mask_rcnn/false_positive": 0.13517290421245143, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7191582173109055, "total_loss": 1.6991866688367736} {"data_time": 0.008973570540547371, "eta_seconds": 143877.06150918268, "iteration": 73339, "loss_fcos_cls": 0.27526621948345564, "loss_fcos_ctr": 0.6208709068596363, "loss_fcos_loc": 0.20801912155002356, "loss_mask": 0.27769256848841906, "loss_maskiou": 0.006084389402531087, "loss_sem_seg": 0.293531886767596, "lr": 0.01, "mask_rcnn/accuracy": 0.8738250880709426, "mask_rcnn/false_negative": 0.11508786473422528, "mask_rcnn/false_positive": 0.14733880837935368, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.25, "time": 0.7256626524031162, "total_loss": 1.7369167084543733} {"data_time": 0.009806456044316292, "eta_seconds": 143787.8782535987, "iteration": 73359, "loss_fcos_cls": 0.2760464558377862, "loss_fcos_ctr": 0.624061640817672, "loss_fcos_loc": 0.2135314263869077, "loss_mask": 0.2663722615689039, "loss_maskiou": 0.0054952338032308035, "loss_sem_seg": 0.29773552156984806, "lr": 0.01, "mask_rcnn/accuracy": 0.883832353057277, "mask_rcnn/false_negative": 0.08559453262738387, "mask_rcnn/false_positive": 0.14019162783552283, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.0, "time": 0.7406902462244034, "total_loss": 1.6665198062328272} {"data_time": 0.00971029419451952, "eta_seconds": 143762.22632535547, "iteration": 73379, "loss_fcos_cls": 0.2727500160690397, "loss_fcos_ctr": 0.6218681102618575, "loss_fcos_loc": 0.2072204619180411, "loss_mask": 0.26021205354481936, "loss_maskiou": 0.005599025469564367, "loss_sem_seg": 0.3132816096767783, "lr": 0.01, "mask_rcnn/accuracy": 0.8842418915832706, "mask_rcnn/false_negative": 0.08623687593929856, "mask_rcnn/false_positive": 0.16503703576481654, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 38.5, "time": 0.7370402133092284, "total_loss": 1.7046501030272339} {"data_time": 0.010013407096266747, "eta_seconds": 143725.23201270774, "iteration": 73399, "loss_fcos_cls": 0.2678329171612859, "loss_fcos_ctr": 0.6175509514287114, "loss_fcos_loc": 0.19644743436947465, "loss_mask": 0.2717449842020869, "loss_maskiou": 0.006082022428017808, "loss_sem_seg": 0.3375795357860625, "lr": 0.01, "mask_rcnn/accuracy": 0.8911676985804893, "mask_rcnn/false_negative": 0.09509411018038061, "mask_rcnn/false_positive": 0.13107697908395957, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7352965166792274, "total_loss": 1.7003883338220476} {"data_time": 0.011573434807360172, "eta_seconds": 143677.97730406746, "iteration": 73419, "loss_fcos_cls": 0.2719209776259959, "loss_fcos_ctr": 0.6165740750730038, "loss_fcos_loc": 0.19334265985526145, "loss_mask": 0.2597935367375612, "loss_maskiou": 0.005612435226794332, "loss_sem_seg": 0.31494086305610836, "lr": 0.01, "mask_rcnn/accuracy": 0.8909507106413994, "mask_rcnn/false_negative": 0.07609156879872767, "mask_rcnn/false_positive": 0.11094615616718491, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.725791153497994, "total_loss": 1.654013373878115} {"data_time": 0.010491373017430305, "eta_seconds": 143650.3139082305, "iteration": 73439, "loss_fcos_cls": 0.2760469610802829, "loss_fcos_ctr": 0.6205169092863798, "loss_fcos_loc": 0.20286691712681204, "loss_mask": 0.2753852130845189, "loss_maskiou": 0.0061008270786260255, "loss_sem_seg": 0.2650467944331467, "lr": 0.01, "mask_rcnn/accuracy": 0.8651514586040956, "mask_rcnn/false_negative": 0.12020872050136686, "mask_rcnn/false_positive": 0.15987163359038478, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 40.75, "time": 0.727274595759809, "total_loss": 1.6767139924777439} {"data_time": 0.010818674229085445, "eta_seconds": 143648.741929885, "iteration": 73459, "loss_fcos_cls": 0.26988909719511867, "loss_fcos_ctr": 0.6203701570630074, "loss_fcos_loc": 0.19573758752085268, "loss_mask": 0.25995277892798185, "loss_maskiou": 0.006215920664544683, "loss_sem_seg": 0.31649603391997516, "lr": 0.01, "mask_rcnn/accuracy": 0.9019193203597229, "mask_rcnn/false_negative": 0.07692442443548786, "mask_rcnn/false_positive": 0.13045115606465763, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.5, "time": 0.7372910231351852, "total_loss": 1.7018347565463046} {"data_time": 0.01035978551954031, "eta_seconds": 143616.53083512, "iteration": 73479, "loss_fcos_cls": 0.26754605781752616, "loss_fcos_ctr": 0.6190898278728127, "loss_fcos_loc": 0.19437543454114348, "loss_mask": 0.2659050291404128, "loss_maskiou": 0.005814181175082922, "loss_sem_seg": 0.28175313072279096, "lr": 0.01, "mask_rcnn/accuracy": 0.8860328501285948, "mask_rcnn/false_negative": 0.10605119889842679, "mask_rcnn/false_positive": 0.13632824240377797, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.75, "time": 0.7171472422778606, "total_loss": 1.6243295721942559} {"data_time": 0.009067016653716564, "eta_seconds": 143642.01919931546, "iteration": 73499, "loss_fcos_cls": 0.26127490401268005, "loss_fcos_ctr": 0.6211348799988627, "loss_fcos_loc": 0.19985719281248748, "loss_mask": 0.27184464503079653, "loss_maskiou": 0.0060072513442719355, "loss_sem_seg": 0.2836619089357555, "lr": 0.01, "mask_rcnn/accuracy": 0.8639992729278443, "mask_rcnn/false_negative": 0.10211965776008797, "mask_rcnn/false_positive": 0.17831542343384432, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.0, "time": 0.7309085158631206, "total_loss": 1.6383414720039582} {"data_time": 0.011376691982150078, "eta_seconds": 143627.39922087267, "iteration": 73519, "loss_fcos_cls": 0.27352042525308207, "loss_fcos_ctr": 0.617532906588167, "loss_fcos_loc": 0.1940220105170738, "loss_mask": 0.2675573043525219, "loss_maskiou": 0.006053095683455467, "loss_sem_seg": 0.3171337731182575, "lr": 0.01, "mask_rcnn/accuracy": 0.8890354339820605, "mask_rcnn/false_negative": 0.09439025693992499, "mask_rcnn/false_positive": 0.12452379713763614, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.25, "time": 0.7506486987695098, "total_loss": 1.6723844216539874} {"data_time": 0.010256381705403328, "eta_seconds": 143588.83853766136, "iteration": 73539, "loss_fcos_cls": 0.27032184903509915, "loss_fcos_ctr": 0.6227472582831979, "loss_fcos_loc": 0.2041759149869904, "loss_mask": 0.27486710948869586, "loss_maskiou": 0.0055231769183592405, "loss_sem_seg": 0.3150290413759649, "lr": 0.01, "mask_rcnn/accuracy": 0.896343537414966, "mask_rcnn/false_negative": 0.08231464111436215, "mask_rcnn/false_positive": 0.1420579447743159, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.5, "time": 0.7323952792212367, "total_loss": 1.6787541692028753} {"data_time": 0.011109968647360802, "eta_seconds": 143622.4068999039, "iteration": 73559, "loss_fcos_cls": 0.2767796344123781, "loss_fcos_ctr": 0.6211035717278719, "loss_fcos_loc": 0.21117966016754508, "loss_mask": 0.2826054645702243, "loss_maskiou": 0.0059697368187698885, "loss_sem_seg": 0.35831024404615164, "lr": 0.01, "mask_rcnn/accuracy": 0.8719963487509168, "mask_rcnn/false_negative": 0.1025127342582001, "mask_rcnn/false_positive": 0.16028044713657502, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.7420850768685341, "total_loss": 1.764080239503528} {"data_time": 0.010484646074473858, "eta_seconds": 143586.87906249706, "iteration": 73579, "loss_fcos_cls": 0.2613527667708695, "loss_fcos_ctr": 0.6221116334199905, "loss_fcos_loc": 0.19732982810819522, "loss_mask": 0.2700356040149927, "loss_maskiou": 0.00605967988667544, "loss_sem_seg": 0.28924926719628274, "lr": 0.01, "mask_rcnn/accuracy": 0.8639425284881885, "mask_rcnn/false_negative": 0.11239126281551179, "mask_rcnn/false_positive": 0.13137081969125047, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7231317879632115, "total_loss": 1.649973267733003} {"data_time": 0.010110927745699883, "eta_seconds": 143568.91930710152, "iteration": 73599, "loss_fcos_cls": 0.2912539428798482, "loss_fcos_ctr": 0.620366389863193, "loss_fcos_loc": 0.2070949262706563, "loss_mask": 0.2718515945598483, "loss_maskiou": 0.005808572401292622, "loss_sem_seg": 0.3415072860661894, "lr": 0.01, "mask_rcnn/accuracy": 0.8839104190063122, "mask_rcnn/false_negative": 0.08434150725268552, "mask_rcnn/false_positive": 0.15540627684185876, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.75, "time": 0.7256362242624164, "total_loss": 1.746894999712822} {"data_time": 0.009819384664297104, "eta_seconds": 143501.5828596996, "iteration": 73619, "loss_fcos_cls": 0.2758543975651264, "loss_fcos_ctr": 0.622793996706605, "loss_fcos_loc": 0.21183884574566036, "loss_mask": 0.28370535746216774, "loss_maskiou": 0.005884947728191037, "loss_sem_seg": 0.31494666868820786, "lr": 0.01, "mask_rcnn/accuracy": 0.8831974416560883, "mask_rcnn/false_negative": 0.1048601581461176, "mask_rcnn/false_positive": 0.14073067703673564, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.75, "time": 0.7291800044476986, "total_loss": 1.7250556531216716} {"data_time": 0.009660055860877037, "eta_seconds": 143515.75083143078, "iteration": 73639, "loss_fcos_cls": 0.2669967347756028, "loss_fcos_ctr": 0.6246701255440712, "loss_fcos_loc": 0.20821220480138436, "loss_mask": 0.27153007173910737, "loss_maskiou": 0.005795105273136869, "loss_sem_seg": 0.31747759878635406, "lr": 0.01, "mask_rcnn/accuracy": 0.8829298464391632, "mask_rcnn/false_negative": 0.09248348049780958, "mask_rcnn/false_positive": 0.15974922548194007, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7449651146307588, "total_loss": 1.7050039645837387} {"data_time": 0.010014706291258335, "eta_seconds": 143547.04515979718, "iteration": 73659, "loss_fcos_cls": 0.27279240917414427, "loss_fcos_ctr": 0.6208860483020544, "loss_fcos_loc": 0.19767332402989268, "loss_mask": 0.260746194049716, "loss_maskiou": 0.0054612915992038324, "loss_sem_seg": 0.2962250579148531, "lr": 0.01, "mask_rcnn/accuracy": 0.8773183705979405, "mask_rcnn/false_negative": 0.09179085235138627, "mask_rcnn/false_positive": 0.14818935953964804, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.5, "time": 0.7414825540035963, "total_loss": 1.6732231904898072} {"data_time": 0.010226908139884472, "eta_seconds": 143513.7774699675, "iteration": 73679, "loss_fcos_cls": 0.2733457377180457, "loss_fcos_ctr": 0.6227189055643976, "loss_fcos_loc": 0.20740847778506577, "loss_mask": 0.27957489620894194, "loss_maskiou": 0.006869467382784933, "loss_sem_seg": 0.3022463731467724, "lr": 0.01, "mask_rcnn/accuracy": 0.8856369006355057, "mask_rcnn/false_negative": 0.10025465165595734, "mask_rcnn/false_positive": 0.13390000333557864, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.25, "time": 0.7118267025798559, "total_loss": 1.712368578708265} {"data_time": 0.010366342030465603, "eta_seconds": 143588.9811510211, "iteration": 73699, "loss_fcos_cls": 0.281188344117254, "loss_fcos_ctr": 0.6226814910769463, "loss_fcos_loc": 0.19965219870209694, "loss_mask": 0.2642959114164114, "loss_maskiou": 0.005229742237133905, "loss_sem_seg": 0.3122741342522204, "lr": 0.01, "mask_rcnn/accuracy": 0.8804501332696821, "mask_rcnn/false_negative": 0.10650962998170527, "mask_rcnn/false_positive": 0.1397391922423376, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.75, "time": 0.7415952924638987, "total_loss": 1.7088432715900126} {"data_time": 0.01037669274955988, "eta_seconds": 143488.27584310155, "iteration": 73719, "loss_fcos_cls": 0.2655583256855607, "loss_fcos_ctr": 0.6195613173767924, "loss_fcos_loc": 0.19621468358673155, "loss_mask": 0.2759412764571607, "loss_maskiou": 0.0062985703407321125, "loss_sem_seg": 0.3098012018017471, "lr": 0.01, "mask_rcnn/accuracy": 0.8734340567212802, "mask_rcnn/false_negative": 0.11243648277826773, "mask_rcnn/false_positive": 0.13561996590304273, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7107690842822194, "total_loss": 1.6957863317948068} {"data_time": 0.009817834012210369, "eta_seconds": 143559.72221068945, "iteration": 73739, "loss_fcos_cls": 0.2618789505213499, "loss_fcos_ctr": 0.6237910510972142, "loss_fcos_loc": 0.2148522426141426, "loss_mask": 0.2685573501512408, "loss_maskiou": 0.005893638059205841, "loss_sem_seg": 0.31590175861492753, "lr": 0.01, "mask_rcnn/accuracy": 0.8922066861335729, "mask_rcnn/false_negative": 0.08772357803592729, "mask_rcnn/false_positive": 0.12466537207551262, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.7511999094858766, "total_loss": 1.6745463005718193} {"data_time": 0.010810283944010735, "eta_seconds": 143578.52113020048, "iteration": 73759, "loss_fcos_cls": 0.27176364441402256, "loss_fcos_ctr": 0.6239314042031765, "loss_fcos_loc": 0.20691714622080326, "loss_mask": 0.27906349021941423, "loss_maskiou": 0.005734605743782595, "loss_sem_seg": 0.3097262461669743, "lr": 0.01, "mask_rcnn/accuracy": 0.8721222331470779, "mask_rcnn/false_negative": 0.10500032168038452, "mask_rcnn/false_positive": 0.1386316947645344, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.0, "time": 0.7533999783918262, "total_loss": 1.6914666663942626} {"data_time": 0.010970518924295902, "eta_seconds": 143503.3846575413, "iteration": 73779, "loss_fcos_cls": 0.2665986749343574, "loss_fcos_ctr": 0.6229376513510942, "loss_fcos_loc": 0.21299423510208726, "loss_mask": 0.2839710870757699, "loss_maskiou": 0.005548689943680074, "loss_sem_seg": 0.3041938664391637, "lr": 0.01, "mask_rcnn/accuracy": 0.8837890520381382, "mask_rcnn/false_negative": 0.09369817772812417, "mask_rcnn/false_positive": 0.15132586435913695, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 37.75, "time": 0.7285887319594622, "total_loss": 1.6765230753881042} {"data_time": 0.009058819152414799, "eta_seconds": 143611.4874267755, "iteration": 73799, "loss_fcos_cls": 0.24875116953626275, "loss_fcos_ctr": 0.6199149265885353, "loss_fcos_loc": 0.18901247752364725, "loss_mask": 0.26680492982268333, "loss_maskiou": 0.005686679884092882, "loss_sem_seg": 0.3359293534886092, "lr": 0.01, "mask_rcnn/accuracy": 0.8928089029580835, "mask_rcnn/false_negative": 0.10176810027381603, "mask_rcnn/false_positive": 0.12090331495235854, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7249837052077055, "total_loss": 1.671436688506219} {"data_time": 0.010394318960607052, "eta_seconds": 143534.6224990897, "iteration": 73819, "loss_fcos_cls": 0.2767886184155941, "loss_fcos_ctr": 0.6235691104084253, "loss_fcos_loc": 0.20862050913274288, "loss_mask": 0.2714376309886575, "loss_maskiou": 0.006086480090743862, "loss_sem_seg": 0.27871045051142573, "lr": 0.01, "mask_rcnn/accuracy": 0.8854114719195949, "mask_rcnn/false_negative": 0.10240237899473947, "mask_rcnn/false_positive": 0.12940183630183608, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7321216091513634, "total_loss": 1.6901132792554563} {"data_time": 0.011362612247467041, "eta_seconds": 143632.91545988526, "iteration": 73839, "loss_fcos_cls": 0.2840733714401722, "loss_fcos_ctr": 0.6234954795800149, "loss_fcos_loc": 0.21309616207145154, "loss_mask": 0.2589945401996374, "loss_maskiou": 0.005770406583906151, "loss_sem_seg": 0.311728727305308, "lr": 0.01, "mask_rcnn/accuracy": 0.8760762117346939, "mask_rcnn/false_negative": 0.10497955900766372, "mask_rcnn/false_positive": 0.13012505878918135, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7311985520645976, "total_loss": 1.690530170861166} {"data_time": 0.010196699760854244, "eta_seconds": 143618.27106926125, "iteration": 73859, "loss_fcos_cls": 0.2846363445278257, "loss_fcos_ctr": 0.6213317383080721, "loss_fcos_loc": 0.1984951717313379, "loss_mask": 0.2757518673315644, "loss_maskiou": 0.005742422963521676, "loss_sem_seg": 0.3398211286403239, "lr": 0.01, "mask_rcnn/accuracy": 0.8883664672765659, "mask_rcnn/false_negative": 0.09535279926509026, "mask_rcnn/false_positive": 0.13357400065626474, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 38.25, "time": 0.7362188156694174, "total_loss": 1.7527912906880374} {"data_time": 0.01004119124263525, "eta_seconds": 143683.96009578556, "iteration": 73879, "loss_fcos_cls": 0.2676077445503324, "loss_fcos_ctr": 0.6213827808387578, "loss_fcos_loc": 0.20299895340576768, "loss_mask": 0.25373757258057594, "loss_maskiou": 0.0059241298149572685, "loss_sem_seg": 0.3106705159880221, "lr": 0.01, "mask_rcnn/accuracy": 0.8765601122695454, "mask_rcnn/false_negative": 0.11620212175336188, "mask_rcnn/false_positive": 0.13842293789592958, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.0, "time": 0.7364468174055219, "total_loss": 1.698658618151967} {"data_time": 0.010977109894156456, "eta_seconds": 143727.90814295132, "iteration": 73899, "loss_fcos_cls": 0.28462496865540743, "loss_fcos_ctr": 0.6231689751148224, "loss_fcos_loc": 0.21303242491558194, "loss_mask": 0.2902039075270295, "loss_maskiou": 0.005841655787662603, "loss_sem_seg": 0.36005553463473916, "lr": 0.01, "mask_rcnn/accuracy": 0.8694341881489438, "mask_rcnn/false_negative": 0.12504140888286364, "mask_rcnn/false_positive": 0.13103120206050836, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.75, "time": 0.7460268791764975, "total_loss": 1.7504752255590574} {"data_time": 0.00998956710100174, "eta_seconds": 143654.6549300775, "iteration": 73919, "loss_fcos_cls": 0.2655703213531524, "loss_fcos_ctr": 0.6224920037202537, "loss_fcos_loc": 0.20568022853694856, "loss_mask": 0.28073687944561243, "loss_maskiou": 0.006125024287030101, "loss_sem_seg": 0.3186931749805808, "lr": 0.01, "mask_rcnn/accuracy": 0.8805225835532677, "mask_rcnn/false_negative": 0.10127770028073728, "mask_rcnn/false_positive": 0.12117472386017572, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.0, "time": 0.72296351660043, "total_loss": 1.6727162553434027} {"data_time": 0.010731196030974388, "eta_seconds": 143559.69350676518, "iteration": 73939, "loss_fcos_cls": 0.2725228606723249, "loss_fcos_ctr": 0.6216658689081669, "loss_fcos_loc": 0.19962511281482875, "loss_mask": 0.26975622307509184, "loss_maskiou": 0.005480244413774926, "loss_sem_seg": 0.2986237043514848, "lr": 0.01, "mask_rcnn/accuracy": 0.8856845216313984, "mask_rcnn/false_negative": 0.08912875586810584, "mask_rcnn/false_positive": 0.12476978457067503, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.25, "time": 0.7252675825729966, "total_loss": 1.6810177072984516} {"data_time": 0.009084224700927734, "eta_seconds": 143550.5808464745, "iteration": 73959, "loss_fcos_cls": 0.2653458265122026, "loss_fcos_ctr": 0.6206940598785877, "loss_fcos_loc": 0.20141193736344576, "loss_mask": 0.26909995824098587, "loss_maskiou": 0.006559478715644218, "loss_sem_seg": 0.29967049788683653, "lr": 0.01, "mask_rcnn/accuracy": 0.8762712922470576, "mask_rcnn/false_negative": 0.1011594022718905, "mask_rcnn/false_positive": 0.15857115354946782, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.5, "time": 0.744133667089045, "total_loss": 1.6651426992029883} {"data_time": 0.011093907058238983, "eta_seconds": 143643.45808525197, "iteration": 73979, "loss_fcos_cls": 0.257933986838907, "loss_fcos_ctr": 0.616786353290081, "loss_fcos_loc": 0.1831289571709931, "loss_mask": 0.2563638873398304, "loss_maskiou": 0.006074804950912949, "loss_sem_seg": 0.2568064723163843, "lr": 0.01, "mask_rcnn/accuracy": 0.8814814833546425, "mask_rcnn/false_negative": 0.08270784805877171, "mask_rcnn/false_positive": 0.17187345617143782, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.5, "time": 0.7383152144029737, "total_loss": 1.5920023375438177} {"data_time": 0.00985688902437687, "eta_seconds": 143566.5605301326, "iteration": 73999, "loss_fcos_cls": 0.26921094313729554, "loss_fcos_ctr": 0.620920130982995, "loss_fcos_loc": 0.2017752508400008, "loss_mask": 0.2718941094353795, "loss_maskiou": 0.005581512708886294, "loss_sem_seg": 0.32432285184040666, "lr": 0.01, "mask_rcnn/accuracy": 0.8744629430719657, "mask_rcnn/false_negative": 0.09544416386822022, "mask_rcnn/false_positive": 0.15382191647784482, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.75, "time": 0.7202397063374519, "total_loss": 1.6984402998059522} {"data_time": 0.009848421439528465, "eta_seconds": 143614.14623436145, "iteration": 74019, "loss_fcos_cls": 0.25635756831616163, "loss_fcos_ctr": 0.618340446613729, "loss_fcos_loc": 0.1958826850168407, "loss_mask": 0.27477485686540604, "loss_maskiou": 0.005571515241172165, "loss_sem_seg": 0.3134528947994113, "lr": 0.01, "mask_rcnn/accuracy": 0.8663543973307798, "mask_rcnn/false_negative": 0.10703425706383363, "mask_rcnn/false_positive": 0.16190504782956616, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7416415605694056, "total_loss": 1.671480178803904} {"data_time": 0.009621960110962391, "eta_seconds": 143398.0394069692, "iteration": 74039, "loss_fcos_cls": 0.27899330225773156, "loss_fcos_ctr": 0.618613260332495, "loss_fcos_loc": 0.19437212380580604, "loss_mask": 0.26543573243543506, "loss_maskiou": 0.006023503618052928, "loss_sem_seg": 0.2699120531324297, "lr": 0.01, "mask_rcnn/accuracy": 0.9062014091350826, "mask_rcnn/false_negative": 0.06653390300683173, "mask_rcnn/false_positive": 0.14824897042794427, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.25, "time": 0.7213888298720121, "total_loss": 1.6496394628375128} {"data_time": 0.01088288240134716, "eta_seconds": 143584.83438347094, "iteration": 74059, "loss_fcos_cls": 0.2653061831369996, "loss_fcos_ctr": 0.6202888637781143, "loss_fcos_loc": 0.18860240443609655, "loss_mask": 0.2732624700292945, "loss_maskiou": 0.006099523598095402, "loss_sem_seg": 0.2765262349275872, "lr": 0.01, "mask_rcnn/accuracy": 0.8760979405088262, "mask_rcnn/false_negative": 0.10186716873485127, "mask_rcnn/false_positive": 0.14470952970741427, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.5, "time": 0.7685171747580171, "total_loss": 1.619267287405819} {"data_time": 0.009667878970503807, "eta_seconds": 143626.38207497913, "iteration": 74079, "loss_fcos_cls": 0.2662511966191232, "loss_fcos_ctr": 0.6193625992164016, "loss_fcos_loc": 0.19632593938149512, "loss_mask": 0.26058913208544254, "loss_maskiou": 0.0058496739802649245, "loss_sem_seg": 0.28319989051669836, "lr": 0.01, "mask_rcnn/accuracy": 0.8971585690791231, "mask_rcnn/false_negative": 0.08656085764791321, "mask_rcnn/false_positive": 0.12975274102448597, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7477376777678728, "total_loss": 1.6434929558599833} {"data_time": 0.010275830514729023, "eta_seconds": 143310.11833197903, "iteration": 74099, "loss_fcos_cls": 0.2656207869295031, "loss_fcos_ctr": 0.6191039038822055, "loss_fcos_loc": 0.19528372108470649, "loss_mask": 0.2579166432842612, "loss_maskiou": 0.005299073098285589, "loss_sem_seg": 0.2952427954878658, "lr": 0.01, "mask_rcnn/accuracy": 0.8977883564139941, "mask_rcnn/false_negative": 0.07912947018894202, "mask_rcnn/false_positive": 0.11678780527917676, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7117987284436822, "total_loss": 1.6321315001987386} {"data_time": 0.010786507278680801, "eta_seconds": 143170.2062180573, "iteration": 74119, "loss_fcos_cls": 0.26956242648884654, "loss_fcos_ctr": 0.619944759644568, "loss_fcos_loc": 0.2047378420829773, "loss_mask": 0.2695992002263665, "loss_maskiou": 0.005311293134582229, "loss_sem_seg": 0.2953039398416877, "lr": 0.01, "mask_rcnn/accuracy": 0.8933484504913076, "mask_rcnn/false_negative": 0.0976189051323885, "mask_rcnn/false_positive": 0.13089310634007373, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 36.25, "time": 0.7014779224991798, "total_loss": 1.6548988251306582} {"data_time": 0.01016304176300764, "eta_seconds": 143226.07382724714, "iteration": 74139, "loss_fcos_cls": 0.2635183052625507, "loss_fcos_ctr": 0.6205576742067933, "loss_fcos_loc": 0.20475622068624943, "loss_mask": 0.2868081908673048, "loss_maskiou": 0.006341132655506954, "loss_sem_seg": 0.276470591314137, "lr": 0.01, "mask_rcnn/accuracy": 0.8857417967186875, "mask_rcnn/false_negative": 0.09816125579418344, "mask_rcnn/false_positive": 0.12834677775505027, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7411317592486739, "total_loss": 1.640086973851794} {"data_time": 0.010351141914725304, "eta_seconds": 143211.44854974654, "iteration": 74159, "loss_fcos_cls": 0.264455332653597, "loss_fcos_ctr": 0.6225065803155303, "loss_fcos_loc": 0.1997892486397177, "loss_mask": 0.2716329814866185, "loss_maskiou": 0.006363350301398896, "loss_sem_seg": 0.31165297236293554, "lr": 0.01, "mask_rcnn/accuracy": 0.8812282438058836, "mask_rcnn/false_negative": 0.09190664314352426, "mask_rcnn/false_positive": 0.1512387444895467, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.5, "time": 0.7377346064895391, "total_loss": 1.6741723762679612} {"data_time": 0.009863720275461674, "eta_seconds": 143183.19420923945, "iteration": 74179, "loss_fcos_cls": 0.26794026140123606, "loss_fcos_ctr": 0.619586625136435, "loss_fcos_loc": 0.2067504294682294, "loss_mask": 0.2842686348594725, "loss_maskiou": 0.00617656325630378, "loss_sem_seg": 0.29466971987858415, "lr": 0.01, "mask_rcnn/accuracy": 0.8837418551758053, "mask_rcnn/false_negative": 0.11027135082689768, "mask_rcnn/false_positive": 0.1364971783735408, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7339518526569009, "total_loss": 1.6539840891418862} {"data_time": 0.009630049578845501, "eta_seconds": 143280.95648585167, "iteration": 74199, "loss_fcos_cls": 0.2611459060572088, "loss_fcos_ctr": 0.6191965639591217, "loss_fcos_loc": 0.20873861078871414, "loss_mask": 0.26251513278111815, "loss_maskiou": 0.00614192084321985, "loss_sem_seg": 0.3218624296132475, "lr": 0.01, "mask_rcnn/accuracy": 0.8716666008217446, "mask_rcnn/false_negative": 0.10347561076155715, "mask_rcnn/false_positive": 0.14074033094482036, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7409077947959304, "total_loss": 1.705514730711002} {"data_time": 0.008701148442924023, "eta_seconds": 143175.77324578725, "iteration": 74219, "loss_fcos_cls": 0.2707307725213468, "loss_fcos_ctr": 0.620413332246244, "loss_fcos_loc": 0.19984989915974438, "loss_mask": 0.2671155510470271, "loss_maskiou": 0.006384469103068113, "loss_sem_seg": 0.33553831931203604, "lr": 0.01, "mask_rcnn/accuracy": 0.8780697414100775, "mask_rcnn/false_negative": 0.09435604907376785, "mask_rcnn/false_positive": 0.15297036621005042, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7275265781208873, "total_loss": 1.6873666728424723} {"data_time": 0.010370944626629353, "eta_seconds": 143161.147130562, "iteration": 74239, "loss_fcos_cls": 0.2500264885602519, "loss_fcos_ctr": 0.6198799042031169, "loss_fcos_loc": 0.20488994917832315, "loss_mask": 0.2729946505278349, "loss_maskiou": 0.005372380430344492, "loss_sem_seg": 0.2915153168141842, "lr": 0.01, "mask_rcnn/accuracy": 0.8805194238867708, "mask_rcnn/false_negative": 0.10289067197875909, "mask_rcnn/false_positive": 0.1277933411439487, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.730576990172267, "total_loss": 1.6385843308307813} {"data_time": 0.010054433718323708, "eta_seconds": 143193.07135961484, "iteration": 74259, "loss_fcos_cls": 0.2785156385798473, "loss_fcos_ctr": 0.6210423614829779, "loss_fcos_loc": 0.20469977153697982, "loss_mask": 0.2825401318259537, "loss_maskiou": 0.005723422800656408, "loss_sem_seg": 0.304251239169389, "lr": 0.01, "mask_rcnn/accuracy": 0.8604255772167579, "mask_rcnn/false_negative": 0.08515494931295448, "mask_rcnn/false_positive": 0.18813681082840567, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.7482271576300263, "total_loss": 1.6915079048339976} {"data_time": 0.009824329987168312, "eta_seconds": 143178.44048806932, "iteration": 74279, "loss_fcos_cls": 0.2681137665640563, "loss_fcos_ctr": 0.6209509819746017, "loss_fcos_loc": 0.20198800321668386, "loss_mask": 0.27906897477805614, "loss_maskiou": 0.005870223016245291, "loss_sem_seg": 0.3128257323987782, "lr": 0.01, "mask_rcnn/accuracy": 0.8644967696547232, "mask_rcnn/false_negative": 0.1034050468765736, "mask_rcnn/false_positive": 0.16731239563703054, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7311411099508405, "total_loss": 1.6758164569182554} {"data_time": 0.009487627074122429, "eta_seconds": 143163.8096165238, "iteration": 74299, "loss_fcos_cls": 0.24959737830795348, "loss_fcos_ctr": 0.61801887024194, "loss_fcos_loc": 0.1912342084106058, "loss_mask": 0.26859466545283794, "loss_maskiou": 0.005755909776780754, "loss_sem_seg": 0.272135850507766, "lr": 0.01, "mask_rcnn/accuracy": 0.8889845273773844, "mask_rcnn/false_negative": 0.09194520246223817, "mask_rcnn/false_positive": 0.14364580190487466, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.25, "time": 0.7293870057910681, "total_loss": 1.6412038482521893} {"data_time": 0.0105861471965909, "eta_seconds": 143393.66403795406, "iteration": 74319, "loss_fcos_cls": 0.2686288555851206, "loss_fcos_ctr": 0.6228593811392784, "loss_fcos_loc": 0.21277980552986264, "loss_mask": 0.2780594783835113, "loss_maskiou": 0.0052372977952472866, "loss_sem_seg": 0.29054991574957967, "lr": 0.01, "mask_rcnn/accuracy": 0.8746419874768089, "mask_rcnn/false_negative": 0.10523659537153662, "mask_rcnn/false_positive": 0.1598778604589562, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7240971019491553, "total_loss": 1.6689126201381441} {"data_time": 0.00920956488698721, "eta_seconds": 143379.00817826018, "iteration": 74339, "loss_fcos_cls": 0.26720137777738273, "loss_fcos_ctr": 0.6197448121383786, "loss_fcos_loc": 0.204150153324008, "loss_mask": 0.27071885857731104, "loss_maskiou": 0.005918524046137463, "loss_sem_seg": 0.321520640514791, "lr": 0.01, "mask_rcnn/accuracy": 0.8813006190238333, "mask_rcnn/false_negative": 0.0941548989758979, "mask_rcnn/false_positive": 0.13325271061651905, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.25, "time": 0.7331030806526542, "total_loss": 1.7015913354043732} {"data_time": 0.009559682570397854, "eta_seconds": 143436.17128722556, "iteration": 74359, "loss_fcos_cls": 0.25462398771196604, "loss_fcos_ctr": 0.6214653681963682, "loss_fcos_loc": 0.1990227847127244, "loss_mask": 0.2690637903288007, "loss_maskiou": 0.005374537722673267, "loss_sem_seg": 0.284894059645012, "lr": 0.01, "mask_rcnn/accuracy": 0.8851659253444968, "mask_rcnn/false_negative": 0.10089300084273842, "mask_rcnn/false_positive": 0.10963533688980938, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.7710937121883035, "total_loss": 1.6558655021362938} {"data_time": 0.01015734113752842, "eta_seconds": 143385.82945850305, "iteration": 74379, "loss_fcos_cls": 0.25692201498895884, "loss_fcos_ctr": 0.6199125787243247, "loss_fcos_loc": 0.19700222584651783, "loss_mask": 0.26838029781356454, "loss_maskiou": 0.005441673260065727, "loss_sem_seg": 0.3136859822552651, "lr": 0.01, "mask_rcnn/accuracy": 0.8819380024737167, "mask_rcnn/false_negative": 0.09295530079159782, "mask_rcnn/false_positive": 0.14950096199209817, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.7242771284654737, "total_loss": 1.6567513128647988} {"data_time": 0.00974083412438631, "eta_seconds": 143440.7052916633, "iteration": 74399, "loss_fcos_cls": 0.2572231034282595, "loss_fcos_ctr": 0.6220049862749875, "loss_fcos_loc": 0.19953203294426203, "loss_mask": 0.2665009880438447, "loss_maskiou": 0.005714222912502009, "loss_sem_seg": 0.28449834743514657, "lr": 0.01, "mask_rcnn/accuracy": 0.8727613569114123, "mask_rcnn/false_negative": 0.08095087009593309, "mask_rcnn/false_positive": 0.14236918291002348, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.749377359636128, "total_loss": 1.6406615524247172} {"data_time": 0.009624281898140907, "eta_seconds": 143471.7991926549, "iteration": 74419, "loss_fcos_cls": 0.26956212089862674, "loss_fcos_ctr": 0.6255616154521704, "loss_fcos_loc": 0.2086413555080071, "loss_mask": 0.27953608613461256, "loss_maskiou": 0.005894317444472108, "loss_sem_seg": 0.30209229653701186, "lr": 0.01, "mask_rcnn/accuracy": 0.877001663006975, "mask_rcnn/false_negative": 0.09221810800421232, "mask_rcnn/false_positive": 0.15771465582194935, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 39.0, "time": 0.7249904423952103, "total_loss": 1.6832491210916487} {"data_time": 0.010556765832006931, "eta_seconds": 143411.37196406443, "iteration": 74439, "loss_fcos_cls": 0.2676982672419399, "loss_fcos_ctr": 0.6207164390943944, "loss_fcos_loc": 0.20341504842508584, "loss_mask": 0.26331738848239183, "loss_maskiou": 0.0058491630625212565, "loss_sem_seg": 0.27920673741027713, "lr": 0.01, "mask_rcnn/accuracy": 0.8857327827210242, "mask_rcnn/false_negative": 0.09028329920547923, "mask_rcnn/false_positive": 0.1430217750822506, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7237533153966069, "total_loss": 1.6385543814103585} {"data_time": 0.010608523152768612, "eta_seconds": 143442.45650615823, "iteration": 74459, "loss_fcos_cls": 0.26670458959415555, "loss_fcos_ctr": 0.622347267344594, "loss_fcos_loc": 0.20137241890188307, "loss_mask": 0.263887008652091, "loss_maskiou": 0.005753290235588793, "loss_sem_seg": 0.29500514455139637, "lr": 0.01, "mask_rcnn/accuracy": 0.8534508887201177, "mask_rcnn/false_negative": 0.11285049431780309, "mask_rcnn/false_positive": 0.1562442706841083, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7684543700888753, "total_loss": 1.6605421736749122} {"data_time": 0.00912038516253233, "eta_seconds": 143524.60972029157, "iteration": 74479, "loss_fcos_cls": 0.2574128416599706, "loss_fcos_ctr": 0.6186912730336189, "loss_fcos_loc": 0.19928261067252606, "loss_mask": 0.26570961251854897, "loss_maskiou": 0.006054731449694373, "loss_sem_seg": 0.3157239924184978, "lr": 0.01, "mask_rcnn/accuracy": 0.8686248951635449, "mask_rcnn/false_negative": 0.11337685731391481, "mask_rcnn/false_positive": 0.11862827358903452, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.75, "time": 0.7336090747267008, "total_loss": 1.6523152068257332} {"data_time": 0.010649011470377445, "eta_seconds": 143447.16630202532, "iteration": 74499, "loss_fcos_cls": 0.2678005953785032, "loss_fcos_ctr": 0.6194511083886027, "loss_fcos_loc": 0.19405503815505654, "loss_mask": 0.2706418512389064, "loss_maskiou": 0.005845769548614044, "loss_sem_seg": 0.276995247695595, "lr": 0.01, "mask_rcnn/accuracy": 0.867164555656923, "mask_rcnn/false_negative": 0.09370839546741946, "mask_rcnn/false_positive": 0.13834437445658332, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.0, "time": 0.7130908882245421, "total_loss": 1.636090212567069} {"data_time": 0.009518580511212349, "eta_seconds": 143371.74016016722, "iteration": 74519, "loss_fcos_cls": 0.2635811506770551, "loss_fcos_ctr": 0.6196360401809216, "loss_fcos_loc": 0.19121613656170666, "loss_mask": 0.2609151629731059, "loss_maskiou": 0.006123465551354457, "loss_sem_seg": 0.2868250459432602, "lr": 0.01, "mask_rcnn/accuracy": 0.8835085863613739, "mask_rcnn/false_negative": 0.09365406190926742, "mask_rcnn/false_positive": 0.13868388941724544, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7235935712233186, "total_loss": 1.6393947843025671} {"data_time": 0.010280695743858814, "eta_seconds": 143294.15765775554, "iteration": 74539, "loss_fcos_cls": 0.2595795840024948, "loss_fcos_ctr": 0.6183270681649446, "loss_fcos_loc": 0.1923709197435528, "loss_mask": 0.2627236279658973, "loss_maskiou": 0.0061534244514405145, "loss_sem_seg": 0.2769122333265841, "lr": 0.01, "mask_rcnn/accuracy": 0.8750734804791482, "mask_rcnn/false_negative": 0.10218987633607268, "mask_rcnn/false_positive": 0.13682714146171876, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.7264466611668468, "total_loss": 1.6460411074731383} {"data_time": 0.009878793731331825, "eta_seconds": 143017.5199133372, "iteration": 74559, "loss_fcos_cls": 0.26208821730688214, "loss_fcos_ctr": 0.6215179339051247, "loss_fcos_loc": 0.2022719035448972, "loss_mask": 0.26267034467309713, "loss_maskiou": 0.005375881970394403, "loss_sem_seg": 0.27278492343612015, "lr": 0.01, "mask_rcnn/accuracy": 0.8610444890206794, "mask_rcnn/false_negative": 0.1151073153350103, "mask_rcnn/false_positive": 0.1660917887506903, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.75, "time": 0.7104816911742091, "total_loss": 1.6242364257959707} {"data_time": 0.010348247364163399, "eta_seconds": 143264.8333101552, "iteration": 74579, "loss_fcos_cls": 0.2553890433628112, "loss_fcos_ctr": 0.6204307116568089, "loss_fcos_loc": 0.19334301387425512, "loss_mask": 0.2643089210614562, "loss_maskiou": 0.005575160714215599, "loss_sem_seg": 0.2947977972216904, "lr": 0.01, "mask_rcnn/accuracy": 0.8660470358015001, "mask_rcnn/false_negative": 0.1045089017301893, "mask_rcnn/false_positive": 0.15099996745212135, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.7453155238181353, "total_loss": 1.6563106754329056} {"data_time": 0.010049041360616684, "eta_seconds": 143260.2128679324, "iteration": 74599, "loss_fcos_cls": 0.2684560972265899, "loss_fcos_ctr": 0.6200407627038658, "loss_fcos_loc": 0.19756145460996777, "loss_mask": 0.2676219395361841, "loss_maskiou": 0.006017549880198203, "loss_sem_seg": 0.2827434118371457, "lr": 0.01, "mask_rcnn/accuracy": 0.8824740123322057, "mask_rcnn/false_negative": 0.08657867649352327, "mask_rcnn/false_positive": 0.14556824754403913, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7242071330547333, "total_loss": 1.6317458424091456} {"data_time": 0.009514850564301014, "eta_seconds": 143418.4413779257, "iteration": 74619, "loss_fcos_cls": 0.2724168903660029, "loss_fcos_ctr": 0.6176323052495718, "loss_fcos_loc": 0.1958435969427228, "loss_mask": 0.26949236635118723, "loss_maskiou": 0.005766134971054271, "loss_sem_seg": 0.28051500814035535, "lr": 0.01, "mask_rcnn/accuracy": 0.8813072427612811, "mask_rcnn/false_negative": 0.07795300223498336, "mask_rcnn/false_positive": 0.12512024534916222, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.0, "time": 0.7449960233643651, "total_loss": 1.6524878155178158} {"data_time": 0.01013703178614378, "eta_seconds": 143365.24855070002, "iteration": 74639, "loss_fcos_cls": 0.2518021462019533, "loss_fcos_ctr": 0.6212588322814554, "loss_fcos_loc": 0.20435897319111973, "loss_mask": 0.2769753811880946, "loss_maskiou": 0.006002267851727083, "loss_sem_seg": 0.30483186384662986, "lr": 0.01, "mask_rcnn/accuracy": 0.8866546419734384, "mask_rcnn/false_negative": 0.0883308517300049, "mask_rcnn/false_positive": 0.1616515586938122, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7393149333074689, "total_loss": 1.6840763477157452} {"data_time": 0.008829242549836636, "eta_seconds": 143316.99324357323, "iteration": 74659, "loss_fcos_cls": 0.2512442956212908, "loss_fcos_ctr": 0.619804716669023, "loss_fcos_loc": 0.19182543829083443, "loss_mask": 0.26594818150624633, "loss_maskiou": 0.005576798306719866, "loss_sem_seg": 0.27251459239050746, "lr": 0.01, "mask_rcnn/accuracy": 0.8761376520305092, "mask_rcnn/false_negative": 0.10628225061003899, "mask_rcnn/false_positive": 0.14844500192766302, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.75, "time": 0.7448588153347373, "total_loss": 1.6025825640681433} {"data_time": 0.009967698715627193, "eta_seconds": 143254.39126986265, "iteration": 74679, "loss_fcos_cls": 0.25860794680193067, "loss_fcos_ctr": 0.620316281914711, "loss_fcos_loc": 0.1979069447843358, "loss_mask": 0.2674626032821834, "loss_maskiou": 0.005780708655947819, "loss_sem_seg": 0.2745067970827222, "lr": 0.01, "mask_rcnn/accuracy": 0.8818602440976391, "mask_rcnn/false_negative": 0.09628494010915165, "mask_rcnn/false_positive": 0.1484353681765402, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.75, "time": 0.7177114924415946, "total_loss": 1.6341414437774802} {"data_time": 0.009559162892401218, "eta_seconds": 143111.194796619, "iteration": 74699, "loss_fcos_cls": 0.26196297362912446, "loss_fcos_ctr": 0.6232135146856308, "loss_fcos_loc": 0.21314178418833762, "loss_mask": 0.26897482108324766, "loss_maskiou": 0.005801293953481945, "loss_sem_seg": 0.31109702168032527, "lr": 0.01, "mask_rcnn/accuracy": 0.8794367891944423, "mask_rcnn/false_negative": 0.10711763812736183, "mask_rcnn/false_positive": 0.12686633039901113, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7247653184458613, "total_loss": 1.7055346375382214} {"data_time": 0.010495021007955074, "eta_seconds": 143096.53934735898, "iteration": 74719, "loss_fcos_cls": 0.26537161553278565, "loss_fcos_ctr": 0.6185413431376219, "loss_fcos_loc": 0.1896930793300271, "loss_mask": 0.26665398105978966, "loss_maskiou": 0.005983773953630589, "loss_sem_seg": 0.28769343020394444, "lr": 0.01, "mask_rcnn/accuracy": 0.8838792361794783, "mask_rcnn/false_negative": 0.08568696977733478, "mask_rcnn/false_positive": 0.132496990339792, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 24.75, "time": 0.7268023500218987, "total_loss": 1.6586910893165623} {"data_time": 0.009584248997271061, "eta_seconds": 142851.7092969725, "iteration": 74739, "loss_fcos_cls": 0.25650757644325495, "loss_fcos_ctr": 0.6193278329446912, "loss_fcos_loc": 0.18622082890942693, "loss_mask": 0.26062675565481186, "loss_maskiou": 0.00541546857857611, "loss_sem_seg": 0.2955990806221962, "lr": 0.01, "mask_rcnn/accuracy": 0.8892354949226067, "mask_rcnn/false_negative": 0.0980627514953073, "mask_rcnn/false_positive": 0.1275640986049884, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 23.0, "time": 0.7252898663282394, "total_loss": 1.6302399711639737} {"data_time": 0.009343809448182583, "eta_seconds": 142871.16626194026, "iteration": 74759, "loss_fcos_cls": 0.2599482904188335, "loss_fcos_ctr": 0.6245269635692239, "loss_fcos_loc": 0.21071569761261344, "loss_mask": 0.27506533823907375, "loss_maskiou": 0.005770251489593647, "loss_sem_seg": 0.3016957729123533, "lr": 0.01, "mask_rcnn/accuracy": 0.8940633098477486, "mask_rcnn/false_negative": 0.08690962289939677, "mask_rcnn/false_positive": 0.13204036394714083, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7431073971092701, "total_loss": 1.6626428257877706} {"data_time": 0.009983721189200878, "eta_seconds": 142877.142391474, "iteration": 74779, "loss_fcos_cls": 0.26778909005224705, "loss_fcos_ctr": 0.6219551358371973, "loss_fcos_loc": 0.20959085214417428, "loss_mask": 0.2749647330492735, "loss_maskiou": 0.005782974505564198, "loss_sem_seg": 0.2636299845762551, "lr": 0.01, "mask_rcnn/accuracy": 0.8907552682727227, "mask_rcnn/false_negative": 0.08728876227772553, "mask_rcnn/false_positive": 0.12790496163514753, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7289362102746964, "total_loss": 1.6469713947444689} {"data_time": 0.009499292820692062, "eta_seconds": 142861.95171224512, "iteration": 74799, "loss_fcos_cls": 0.26569412648677826, "loss_fcos_ctr": 0.6224183449521661, "loss_fcos_loc": 0.20150374894728884, "loss_mask": 0.2691020779311657, "loss_maskiou": 0.005943275566096418, "loss_sem_seg": 0.27940098103135824, "lr": 0.01, "mask_rcnn/accuracy": 0.8770437999761309, "mask_rcnn/false_negative": 0.11190800690084657, "mask_rcnn/false_positive": 0.1270795818755246, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.25, "time": 0.7262404877692461, "total_loss": 1.6515437927737366} {"data_time": 0.010250205174088478, "eta_seconds": 142716.0653176261, "iteration": 74819, "loss_fcos_cls": 0.26362053328193724, "loss_fcos_ctr": 0.6207823986187577, "loss_fcos_loc": 0.1890778192318976, "loss_mask": 0.2532809842377901, "loss_maskiou": 0.004705662562628277, "loss_sem_seg": 0.3041461007669568, "lr": 0.01, "mask_rcnn/accuracy": 0.8913974030923345, "mask_rcnn/false_negative": 0.08885208112631807, "mask_rcnn/false_positive": 0.12426438059271776, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.5, "time": 0.7062934376299381, "total_loss": 1.6189610450455802} {"data_time": 0.009828041307628155, "eta_seconds": 142812.6248013815, "iteration": 74839, "loss_fcos_cls": 0.27464944683015347, "loss_fcos_ctr": 0.6231517568230629, "loss_fcos_loc": 0.20471085130702704, "loss_mask": 0.27354357950389385, "loss_maskiou": 0.005654913416947238, "loss_sem_seg": 0.30448301462456584, "lr": 0.01, "mask_rcnn/accuracy": 0.8883418367346938, "mask_rcnn/false_negative": 0.11456190830097954, "mask_rcnn/false_positive": 0.14195542350442858, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7416608994826674, "total_loss": 1.6903325176317594} {"data_time": 0.009922142140567303, "eta_seconds": 142797.9894362418, "iteration": 74859, "loss_fcos_cls": 0.2707744101062417, "loss_fcos_ctr": 0.6226961240172386, "loss_fcos_loc": 0.20261989207938313, "loss_mask": 0.2693945374339819, "loss_maskiou": 0.006144346953078639, "loss_sem_seg": 0.2896340098232031, "lr": 0.01, "mask_rcnn/accuracy": 0.8872263715767825, "mask_rcnn/false_negative": 0.09761744571001396, "mask_rcnn/false_positive": 0.15225132663973173, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.75, "time": 0.742497256025672, "total_loss": 1.653253018797841} {"data_time": 0.009240283630788326, "eta_seconds": 142706.13717539422, "iteration": 74879, "loss_fcos_cls": 0.25743924896232784, "loss_fcos_ctr": 0.6198117518797517, "loss_fcos_loc": 0.20397131377831101, "loss_mask": 0.27271126583218575, "loss_maskiou": 0.005496391961059999, "loss_sem_seg": 0.2775622953195125, "lr": 0.01, "mask_rcnn/accuracy": 0.8786386092365859, "mask_rcnn/false_negative": 0.09443742909594717, "mask_rcnn/false_positive": 0.14103420122819882, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.25, "time": 0.7188414456322789, "total_loss": 1.6665093093397445} {"data_time": 0.010283609852194786, "eta_seconds": 142657.56943316292, "iteration": 74899, "loss_fcos_cls": 0.25290442211553454, "loss_fcos_ctr": 0.619703471660614, "loss_fcos_loc": 0.20162141392938793, "loss_mask": 0.2643150007352233, "loss_maskiou": 0.006007499454426579, "loss_sem_seg": 0.2702890648506582, "lr": 0.01, "mask_rcnn/accuracy": 0.8718362101850086, "mask_rcnn/false_negative": 0.10733835620980477, "mask_rcnn/false_positive": 0.14581128925317538, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.75, "time": 0.7487298995256424, "total_loss": 1.6235210740705952} {"data_time": 0.009687305428087711, "eta_seconds": 142642.94546204712, "iteration": 74919, "loss_fcos_cls": 0.26187397504691035, "loss_fcos_ctr": 0.6210085991770029, "loss_fcos_loc": 0.20903154788538814, "loss_mask": 0.28384602535516024, "loss_maskiou": 0.0065675115620251745, "loss_sem_seg": 0.2985660298727453, "lr": 0.01, "mask_rcnn/accuracy": 0.8652056640325303, "mask_rcnn/false_negative": 0.08481158414445147, "mask_rcnn/false_positive": 0.1691850454806672, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7243568496778607, "total_loss": 1.6665304683847353} {"data_time": 0.010268338955938816, "eta_seconds": 142577.89808827266, "iteration": 74939, "loss_fcos_cls": 0.2573662066133693, "loss_fcos_ctr": 0.6191371688619256, "loss_fcos_loc": 0.1897564842365682, "loss_mask": 0.27027598582208157, "loss_maskiou": 0.005863933889486361, "loss_sem_seg": 0.2802359713241458, "lr": 0.01, "mask_rcnn/accuracy": 0.8864473610940738, "mask_rcnn/false_negative": 0.10002168832977015, "mask_rcnn/false_positive": 0.11955825444507509, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.25, "time": 0.7145322076976299, "total_loss": 1.6437163439113647} {"data_time": 0.01051202230155468, "eta_seconds": 142467.51165591832, "iteration": 74959, "loss_fcos_cls": 0.26425733929499984, "loss_fcos_ctr": 0.6170306131243706, "loss_fcos_loc": 0.2005716150160879, "loss_mask": 0.2664362359791994, "loss_maskiou": 0.005479590763570741, "loss_sem_seg": 0.27306132623925805, "lr": 0.01, "mask_rcnn/accuracy": 0.8777332361516035, "mask_rcnn/false_negative": 0.08624044540116951, "mask_rcnn/false_positive": 0.13599833232369535, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7167685516178608, "total_loss": 1.625917024401133} {"data_time": 0.009635446593165398, "eta_seconds": 142388.1537570376, "iteration": 74979, "loss_fcos_cls": 0.2654261984862387, "loss_fcos_ctr": 0.6229488265234977, "loss_fcos_loc": 0.20644471782725304, "loss_mask": 0.27452824311330914, "loss_maskiou": 0.005808406131109223, "loss_sem_seg": 0.28074040776118636, "lr": 0.01, "mask_rcnn/accuracy": 0.8891335338483219, "mask_rcnn/false_negative": 0.07465153516565326, "mask_rcnn/false_positive": 0.10834655416915492, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7223788546398282, "total_loss": 1.6749250010761898} {"data_time": 0.009724872186779976, "eta_seconds": 142367.65929940157, "iteration": 74999, "loss_fcos_cls": 0.2542734269518405, "loss_fcos_ctr": 0.6197406305000186, "loss_fcos_loc": 0.2022866769693792, "loss_mask": 0.2595760291442275, "loss_maskiou": 0.00590912569896318, "loss_sem_seg": 0.2963796518743038, "lr": 0.01, "mask_rcnn/accuracy": 0.9135586734693877, "mask_rcnn/false_negative": 0.07088797403857722, "mask_rcnn/false_positive": 0.10919498320426871, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.25, "time": 0.727903213351965, "total_loss": 1.6560412602339056} {"data_time": 0.009740792214870453, "eta_seconds": 142295.67178906128, "iteration": 75019, "loss_fcos_cls": 0.2598767979070544, "loss_fcos_ctr": 0.6202239505946636, "loss_fcos_loc": 0.1982802317943424, "loss_mask": 0.25607656221836805, "loss_maskiou": 0.006365034656482749, "loss_sem_seg": 0.31504600355401635, "lr": 0.01, "mask_rcnn/accuracy": 0.8636593315137606, "mask_rcnn/false_negative": 0.09086864880718204, "mask_rcnn/false_positive": 0.1456537757085119, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7176146786659956, "total_loss": 1.6705665592235164} {"data_time": 0.010557455010712147, "eta_seconds": 142124.28125328384, "iteration": 75039, "loss_fcos_cls": 0.25292875501327217, "loss_fcos_ctr": 0.6218297551386058, "loss_fcos_loc": 0.20064683933742344, "loss_mask": 0.2744621569290757, "loss_maskiou": 0.005184326721064281, "loss_sem_seg": 0.2727701235562563, "lr": 0.01, "mask_rcnn/accuracy": 0.8617371479054288, "mask_rcnn/false_negative": 0.09088928279106179, "mask_rcnn/false_positive": 0.17665843667161985, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 36.75, "time": 0.7148389806970954, "total_loss": 1.637847805293859} {"data_time": 0.009289044886827469, "eta_seconds": 142109.70148797147, "iteration": 75059, "loss_fcos_cls": 0.2607001152355224, "loss_fcos_ctr": 0.619293144904077, "loss_fcos_loc": 0.20318370324093848, "loss_mask": 0.27267448231577873, "loss_maskiou": 0.005320083335391246, "loss_sem_seg": 0.2885660990141332, "lr": 0.01, "mask_rcnn/accuracy": 0.8838309662807431, "mask_rcnn/false_negative": 0.08994307968411139, "mask_rcnn/false_positive": 0.14735882529369254, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7464526975527406, "total_loss": 1.6679711170509108} {"data_time": 0.010569977574050426, "eta_seconds": 142067.23314851802, "iteration": 75079, "loss_fcos_cls": 0.25914672389626503, "loss_fcos_ctr": 0.6223198231309652, "loss_fcos_loc": 0.1956889214925468, "loss_mask": 0.2659361073747277, "loss_maskiou": 0.005248062647297047, "loss_sem_seg": 0.28755493834614754, "lr": 0.01, "mask_rcnn/accuracy": 0.8787863303945452, "mask_rcnn/false_negative": 0.08736699666151834, "mask_rcnn/false_positive": 0.14094055835811098, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7221623035147786, "total_loss": 1.6500090226909379} {"data_time": 0.009393936023116112, "eta_seconds": 142080.54195734672, "iteration": 75099, "loss_fcos_cls": 0.285719484440051, "loss_fcos_ctr": 0.625629382673651, "loss_fcos_loc": 0.21906969835981727, "loss_mask": 0.2742383209988475, "loss_maskiou": 0.005809926513393293, "loss_sem_seg": 0.2936436119489372, "lr": 0.01, "mask_rcnn/accuracy": 0.8837449752628324, "mask_rcnn/false_negative": 0.12134267813242804, "mask_rcnn/false_positive": 0.1456185607197763, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7311863461509347, "total_loss": 1.721373291569762} {"data_time": 0.010399723425507545, "eta_seconds": 142253.64958742354, "iteration": 75119, "loss_fcos_cls": 0.26843813294544816, "loss_fcos_ctr": 0.618408483453095, "loss_fcos_loc": 0.19986574177164584, "loss_mask": 0.27715618163347244, "loss_maskiou": 0.006036710816260893, "loss_sem_seg": 0.2981322263367474, "lr": 0.01, "mask_rcnn/accuracy": 0.8626671501934107, "mask_rcnn/false_negative": 0.11080783542234873, "mask_rcnn/false_positive": 0.16014526112088928, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.728834854438901, "total_loss": 1.6381939557832084} {"data_time": 0.010144784115254879, "eta_seconds": 142182.74414963275, "iteration": 75139, "loss_fcos_cls": 0.26278122345684096, "loss_fcos_ctr": 0.6221656044945121, "loss_fcos_loc": 0.1988815905060619, "loss_mask": 0.27070196624845266, "loss_maskiou": 0.005641542331431992, "loss_sem_seg": 0.2914132954319939, "lr": 0.01, "mask_rcnn/accuracy": 0.8836871355685132, "mask_rcnn/false_negative": 0.10718882681386785, "mask_rcnn/false_positive": 0.10475784280338812, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7200309755280614, "total_loss": 1.6545530262592365} {"data_time": 0.009934999980032444, "eta_seconds": 142193.50083881244, "iteration": 75159, "loss_fcos_cls": 0.2550262480508536, "loss_fcos_ctr": 0.620988018810749, "loss_fcos_loc": 0.19656013941857964, "loss_mask": 0.24874344002455473, "loss_maskiou": 0.005488241971761454, "loss_sem_seg": 0.28984606079757214, "lr": 0.01, "mask_rcnn/accuracy": 0.8730373101621601, "mask_rcnn/false_negative": 0.09151926909393665, "mask_rcnn/false_positive": 0.14812484271232523, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.0, "time": 0.7407252667471766, "total_loss": 1.6082418238656828} {"data_time": 0.010241983458399773, "eta_seconds": 142005.60433413647, "iteration": 75179, "loss_fcos_cls": 0.25083903037011623, "loss_fcos_ctr": 0.6186068351380527, "loss_fcos_loc": 0.19269189494661987, "loss_mask": 0.27152637019753456, "loss_maskiou": 0.006026248476700857, "loss_sem_seg": 0.2931331195868552, "lr": 0.01, "mask_rcnn/accuracy": 0.8813914376234364, "mask_rcnn/false_negative": 0.09505060314342953, "mask_rcnn/false_positive": 0.16661405081158034, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7175001930445433, "total_loss": 1.6285163271677447} {"data_time": 0.010367986746132374, "eta_seconds": 141979.77172579896, "iteration": 75199, "loss_fcos_cls": 0.2743838536553085, "loss_fcos_ctr": 0.6209711832925677, "loss_fcos_loc": 0.20525587757583708, "loss_mask": 0.28003929555416107, "loss_maskiou": 0.005900880380067974, "loss_sem_seg": 0.2886774577200413, "lr": 0.01, "mask_rcnn/accuracy": 0.8705554386703135, "mask_rcnn/false_negative": 0.1100863577748514, "mask_rcnn/false_positive": 0.1394184666503774, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7353491559624672, "total_loss": 1.661143820223515} {"data_time": 0.010509482584893703, "eta_seconds": 141976.4482155796, "iteration": 75219, "loss_fcos_cls": 0.2626738112885505, "loss_fcos_ctr": 0.6233935882337391, "loss_fcos_loc": 0.2054685577750206, "loss_mask": 0.2815726245753467, "loss_maskiou": 0.006225633442227263, "loss_sem_seg": 0.32236804720014334, "lr": 0.01, "mask_rcnn/accuracy": 0.9031179138321996, "mask_rcnn/false_negative": 0.08058348974582039, "mask_rcnn/false_positive": 0.11940338799030839, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.7346758348867297, "total_loss": 1.6824555454659276} {"data_time": 0.009617956355214119, "eta_seconds": 142083.55013750028, "iteration": 75239, "loss_fcos_cls": 0.2618862905073911, "loss_fcos_ctr": 0.6191700659692287, "loss_fcos_loc": 0.20313909149263054, "loss_mask": 0.2672732095234096, "loss_maskiou": 0.0056831392721505836, "loss_sem_seg": 0.3318847441114485, "lr": 0.01, "mask_rcnn/accuracy": 0.8840867448169745, "mask_rcnn/false_negative": 0.09315114054939694, "mask_rcnn/false_positive": 0.13563438882290416, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.0, "time": 0.7559960838407278, "total_loss": 1.6800937601801706} {"data_time": 0.010183161124587059, "eta_seconds": 141963.90383484773, "iteration": 75259, "loss_fcos_cls": 0.2780383788049221, "loss_fcos_ctr": 0.6210483638569713, "loss_fcos_loc": 0.21762321051210165, "loss_mask": 0.2794205117970705, "loss_maskiou": 0.005751508317189291, "loss_sem_seg": 0.32292778976261616, "lr": 0.01, "mask_rcnn/accuracy": 0.8703186812242936, "mask_rcnn/false_negative": 0.11053951999092351, "mask_rcnn/false_positive": 0.13778574840591246, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.731338270008564, "total_loss": 1.7386314553077682} {"data_time": 0.010190844535827637, "eta_seconds": 142087.9983944781, "iteration": 75279, "loss_fcos_cls": 0.25872657261788845, "loss_fcos_ctr": 0.6208827244117856, "loss_fcos_loc": 0.1891101360670291, "loss_mask": 0.2590741035528481, "loss_maskiou": 0.005519841790373903, "loss_sem_seg": 0.29326172079890966, "lr": 0.01, "mask_rcnn/accuracy": 0.9020047643386513, "mask_rcnn/false_negative": 0.08906238270796568, "mask_rcnn/false_positive": 0.10709835246516976, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 30.0, "time": 0.7659861324355006, "total_loss": 1.620147938869195} {"data_time": 0.011234961450099945, "eta_seconds": 142173.68736138474, "iteration": 75299, "loss_fcos_cls": 0.2601268431171775, "loss_fcos_ctr": 0.6180972149595618, "loss_fcos_loc": 0.19415451458189636, "loss_mask": 0.2694975817576051, "loss_maskiou": 0.005849243974807905, "loss_sem_seg": 0.2896557857748121, "lr": 0.01, "mask_rcnn/accuracy": 0.8727454764897161, "mask_rcnn/false_negative": 0.09365112562475894, "mask_rcnn/false_positive": 0.16986175233105932, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.75, "time": 0.745876076631248, "total_loss": 1.6508507302496582} {"data_time": 0.009913193993270397, "eta_seconds": 142159.08305145707, "iteration": 75319, "loss_fcos_cls": 0.2723671765998006, "loss_fcos_ctr": 0.6199369193054736, "loss_fcos_loc": 0.19913887768052518, "loss_mask": 0.261408434715122, "loss_maskiou": 0.005406084441347048, "loss_sem_seg": 0.2959196916781366, "lr": 0.01, "mask_rcnn/accuracy": 0.8753493042866579, "mask_rcnn/false_negative": 0.10959902547645858, "mask_rcnn/false_positive": 0.16131248289504224, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.0, "time": 0.7151508526876569, "total_loss": 1.6507874579547206} {"data_time": 0.009543133899569511, "eta_seconds": 142144.4787415294, "iteration": 75339, "loss_fcos_cls": 0.28749924222938716, "loss_fcos_ctr": 0.6218437161296606, "loss_fcos_loc": 0.20009662199299783, "loss_mask": 0.2600557738915086, "loss_maskiou": 0.005350030762201641, "loss_sem_seg": 0.3051319539081305, "lr": 0.01, "mask_rcnn/accuracy": 0.8752885510608879, "mask_rcnn/false_negative": 0.09195683421414633, "mask_rcnn/false_positive": 0.15063230245037107, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.5, "time": 0.7293947814032435, "total_loss": 1.6808987305485061} {"data_time": 0.01133202575147152, "eta_seconds": 141996.00680995267, "iteration": 75359, "loss_fcos_cls": 0.26659719983581454, "loss_fcos_ctr": 0.6216493435204029, "loss_fcos_loc": 0.20158838073257357, "loss_mask": 0.26656317710876465, "loss_maskiou": 0.005978548841085285, "loss_sem_seg": 0.2673896374180913, "lr": 0.01, "mask_rcnn/accuracy": 0.8885812847866419, "mask_rcnn/false_negative": 0.10001877950974356, "mask_rcnn/false_positive": 0.1303640184621082, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.25, "time": 0.7223906200379133, "total_loss": 1.6396424361828394} {"data_time": 0.009472280740737915, "eta_seconds": 142041.39242443163, "iteration": 75379, "loss_fcos_cls": 0.26492287730798125, "loss_fcos_ctr": 0.6216488434001803, "loss_fcos_loc": 0.20932509051635861, "loss_mask": 0.2708335565403104, "loss_maskiou": 0.006218326394446194, "loss_sem_seg": 0.2592010064981878, "lr": 0.01, "mask_rcnn/accuracy": 0.8819074038408311, "mask_rcnn/false_negative": 0.08609890598445555, "mask_rcnn/false_positive": 0.1447675307713413, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 38.0, "time": 0.7420743526890874, "total_loss": 1.652914913778659} {"data_time": 0.010353244841098785, "eta_seconds": 141871.7982505504, "iteration": 75399, "loss_fcos_cls": 0.26024184632115066, "loss_fcos_ctr": 0.6206514621153474, "loss_fcos_loc": 0.1959216549876146, "loss_mask": 0.2763138432055712, "loss_maskiou": 0.005700456335034687, "loss_sem_seg": 0.321211654227227, "lr": 0.01, "mask_rcnn/accuracy": 0.8668353330343126, "mask_rcnn/false_negative": 0.08729533270214526, "mask_rcnn/false_positive": 0.15566552089859753, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.0, "time": 0.7318387916311622, "total_loss": 1.7048801268465468} {"data_time": 0.009774038568139076, "eta_seconds": 142012.198988487, "iteration": 75419, "loss_fcos_cls": 0.26969962066505104, "loss_fcos_ctr": 0.6204999936744571, "loss_fcos_loc": 0.19960147142410278, "loss_mask": 0.27474246826022863, "loss_maskiou": 0.005636288406094536, "loss_sem_seg": 0.2862840108573437, "lr": 0.01, "mask_rcnn/accuracy": 0.8747651599284931, "mask_rcnn/false_negative": 0.1070163358560916, "mask_rcnn/false_positive": 0.15097983559308042, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.25, "time": 0.7374913701787591, "total_loss": 1.6816560927472892} {"data_time": 0.009396917186677456, "eta_seconds": 142070.1998516731, "iteration": 75439, "loss_fcos_cls": 0.2818083339370787, "loss_fcos_ctr": 0.6238140482455492, "loss_fcos_loc": 0.21496441215276718, "loss_mask": 0.27457351982593536, "loss_maskiou": 0.005905987462028861, "loss_sem_seg": 0.2981912512332201, "lr": 0.01, "mask_rcnn/accuracy": 0.8705115822868983, "mask_rcnn/false_negative": 0.10842751239385146, "mask_rcnn/false_positive": 0.14815639214525939, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.734482754021883, "total_loss": 1.6824563591071637} {"data_time": 0.009531754069030285, "eta_seconds": 141924.536636414, "iteration": 75459, "loss_fcos_cls": 0.2804657685337588, "loss_fcos_ctr": 0.622860012575984, "loss_fcos_loc": 0.2132499604485929, "loss_mask": 0.28736306726932526, "loss_maskiou": 0.005322293465724215, "loss_sem_seg": 0.31272594118490815, "lr": 0.01, "mask_rcnn/accuracy": 0.8760209932596892, "mask_rcnn/false_negative": 0.11117179802799171, "mask_rcnn/false_positive": 0.1337464051200069, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.7261173203587532, "total_loss": 1.7139502552890917} {"data_time": 0.00978151522576809, "eta_seconds": 141901.65940757561, "iteration": 75479, "loss_fcos_cls": 0.2652804853860289, "loss_fcos_ctr": 0.6187205985188484, "loss_fcos_loc": 0.2007777415565215, "loss_mask": 0.26294488459825516, "loss_maskiou": 0.005563060563872568, "loss_sem_seg": 0.28137295274063945, "lr": 0.01, "mask_rcnn/accuracy": 0.8863757394182732, "mask_rcnn/false_negative": 0.10989792701011436, "mask_rcnn/false_positive": 0.10575435964745306, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.0, "time": 0.7328178714960814, "total_loss": 1.6186020440909488} {"data_time": 0.010355868376791477, "eta_seconds": 141798.89430953749, "iteration": 75499, "loss_fcos_cls": 0.26065821445081383, "loss_fcos_ctr": 0.620382777415216, "loss_fcos_loc": 0.19803530001081526, "loss_mask": 0.2671539499424398, "loss_maskiou": 0.0054632815008517355, "loss_sem_seg": 0.2841601148247719, "lr": 0.01, "mask_rcnn/accuracy": 0.8794285016059209, "mask_rcnn/false_negative": 0.09037885370922993, "mask_rcnn/false_positive": 0.1517622631904608, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.5, "time": 0.7115883799269795, "total_loss": 1.655488053962472} {"data_time": 0.011084584519267082, "eta_seconds": 141784.3135213349, "iteration": 75519, "loss_fcos_cls": 0.26379653438925743, "loss_fcos_ctr": 0.6248308718204498, "loss_fcos_loc": 0.20639873447362334, "loss_mask": 0.27598787099123, "loss_maskiou": 0.005028068364481442, "loss_sem_seg": 0.2886948361992836, "lr": 0.01, "mask_rcnn/accuracy": 0.8794608121026188, "mask_rcnn/false_negative": 0.0848813322278525, "mask_rcnn/false_positive": 0.15180316581083397, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.75, "time": 0.7261991035193205, "total_loss": 1.6193614685544162} {"data_time": 0.01028098352253437, "eta_seconds": 141789.26355766878, "iteration": 75539, "loss_fcos_cls": 0.26797296199947596, "loss_fcos_ctr": 0.6206727689132094, "loss_fcos_loc": 0.19946195685770363, "loss_mask": 0.26503413263708353, "loss_maskiou": 0.005166713293874636, "loss_sem_seg": 0.3109822114929557, "lr": 0.01, "mask_rcnn/accuracy": 0.8971314662228528, "mask_rcnn/false_negative": 0.07478258504868325, "mask_rcnn/false_positive": 0.14388032478689383, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.25, "time": 0.728840104304254, "total_loss": 1.650495834146568} {"data_time": 0.009117372334003448, "eta_seconds": 141808.20345929544, "iteration": 75559, "loss_fcos_cls": 0.2711512576788664, "loss_fcos_ctr": 0.6194456731900573, "loss_fcos_loc": 0.1989277919055894, "loss_mask": 0.2740189591422677, "loss_maskiou": 0.0057698860473465174, "loss_sem_seg": 0.33723354525864124, "lr": 0.01, "mask_rcnn/accuracy": 0.891974950046025, "mask_rcnn/false_negative": 0.08634497611133748, "mask_rcnn/false_positive": 0.15481289837838524, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.25, "time": 0.716168855316937, "total_loss": 1.6907402272772742} {"data_time": 0.009897504933178425, "eta_seconds": 141760.09796383604, "iteration": 75579, "loss_fcos_cls": 0.25785323698073626, "loss_fcos_ctr": 0.6210450185462832, "loss_fcos_loc": 0.19119245966430753, "loss_mask": 0.2606681012548506, "loss_maskiou": 0.005410692283476237, "loss_sem_seg": 0.33582585491240025, "lr": 0.01, "mask_rcnn/accuracy": 0.8822633219954649, "mask_rcnn/false_negative": 0.0780119923577933, "mask_rcnn/false_positive": 0.15096621166194318, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.75, "time": 0.7322686407715082, "total_loss": 1.6623735965840751} {"data_time": 0.01010590884834528, "eta_seconds": 141779.03096924257, "iteration": 75599, "loss_fcos_cls": 0.2786250791978091, "loss_fcos_ctr": 0.6200525593012571, "loss_fcos_loc": 0.1993281640461646, "loss_mask": 0.26732790283858776, "loss_maskiou": 0.005983018127153628, "loss_sem_seg": 0.2769207111559808, "lr": 0.01, "mask_rcnn/accuracy": 0.8787977187211882, "mask_rcnn/false_negative": 0.10098539355495983, "mask_rcnn/false_positive": 0.15787452020520956, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7352821379899979, "total_loss": 1.6467859475233126} {"data_time": 0.010120688937604427, "eta_seconds": 141740.02467274014, "iteration": 75619, "loss_fcos_cls": 0.26705458550713956, "loss_fcos_ctr": 0.6216477593407035, "loss_fcos_loc": 0.19520610041217878, "loss_mask": 0.2727229646407068, "loss_maskiou": 0.0063343231959152035, "loss_sem_seg": 0.2789753205142915, "lr": 0.01, "mask_rcnn/accuracy": 0.8921801057379473, "mask_rcnn/false_negative": 0.10572992351797554, "mask_rcnn/false_positive": 0.11555118029003672, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.0, "time": 0.7557167550548911, "total_loss": 1.674598411351326} {"data_time": 0.009770737029612064, "eta_seconds": 141749.8584791897, "iteration": 75639, "loss_fcos_cls": 0.2507765784393996, "loss_fcos_ctr": 0.6186777958646417, "loss_fcos_loc": 0.19905370101332664, "loss_mask": 0.2547127762809396, "loss_maskiou": 0.005663754447596148, "loss_sem_seg": 0.28061262471601367, "lr": 0.01, "mask_rcnn/accuracy": 0.8937117910907915, "mask_rcnn/false_negative": 0.08679251964641126, "mask_rcnn/false_positive": 0.12908257896356348, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7366809081286192, "total_loss": 1.590066190023208} {"data_time": 0.00929940864443779, "eta_seconds": 141770.3507124046, "iteration": 75659, "loss_fcos_cls": 0.2660980790387839, "loss_fcos_ctr": 0.623381182551384, "loss_fcos_loc": 0.20546254253713414, "loss_mask": 0.27860588673502207, "loss_maskiou": 0.005721374567656312, "loss_sem_seg": 0.30802741181105375, "lr": 0.01, "mask_rcnn/accuracy": 0.8876683984049576, "mask_rcnn/false_negative": 0.09108931342981144, "mask_rcnn/false_positive": 0.1379652741160069, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.7460279250517488, "total_loss": 1.710281777104683} {"data_time": 0.00965882744640112, "eta_seconds": 141773.94600294624, "iteration": 75679, "loss_fcos_cls": 0.2666036195587367, "loss_fcos_ctr": 0.6209658883744851, "loss_fcos_loc": 0.19588434626348317, "loss_mask": 0.25817318446934223, "loss_maskiou": 0.00584981995052658, "loss_sem_seg": 0.2996643085498363, "lr": 0.01, "mask_rcnn/accuracy": 0.8908697668790837, "mask_rcnn/false_negative": 0.08652275297202859, "mask_rcnn/false_positive": 0.11431032340632603, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.725495838560164, "total_loss": 1.648258318004082} {"data_time": 0.009185931645333767, "eta_seconds": 141925.34351418447, "iteration": 75699, "loss_fcos_cls": 0.2639990084571764, "loss_fcos_ctr": 0.621596465818584, "loss_fcos_loc": 0.20543197460938245, "loss_mask": 0.26755920331925154, "loss_maskiou": 0.005432645491964649, "loss_sem_seg": 0.27788064861670136, "lr": 0.01, "mask_rcnn/accuracy": 0.8773866059313821, "mask_rcnn/false_negative": 0.11025996696463122, "mask_rcnn/false_positive": 0.13054336264449007, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7410442745313048, "total_loss": 1.6565796309732832} {"data_time": 0.009516898542642593, "eta_seconds": 141958.77435817383, "iteration": 75719, "loss_fcos_cls": 0.2705242589581758, "loss_fcos_ctr": 0.6204196177423, "loss_fcos_loc": 0.19585115159861743, "loss_mask": 0.26073898328468204, "loss_maskiou": 0.005239394115051255, "loss_sem_seg": 0.29912885604426265, "lr": 0.01, "mask_rcnn/accuracy": 0.9107292039622867, "mask_rcnn/false_negative": 0.07705631213910569, "mask_rcnn/false_positive": 0.10348513371464518, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7395143546164036, "total_loss": 1.6837285330548184} {"data_time": 0.01043944712728262, "eta_seconds": 141955.92580547556, "iteration": 75739, "loss_fcos_cls": 0.27304104459472, "loss_fcos_ctr": 0.6203924119472504, "loss_fcos_loc": 0.2124131654854864, "loss_mask": 0.27527593169361353, "loss_maskiou": 0.006328848481643945, "loss_sem_seg": 0.31991417228709906, "lr": 0.01, "mask_rcnn/accuracy": 0.8620900974025973, "mask_rcnn/false_negative": 0.10515535460795894, "mask_rcnn/false_positive": 0.1516303080857778, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.7386563727632165, "total_loss": 1.7246369296335615} {"data_time": 0.00985359214246273, "eta_seconds": 141929.54684249125, "iteration": 75759, "loss_fcos_cls": 0.2663647059816867, "loss_fcos_ctr": 0.6200467050075531, "loss_fcos_loc": 0.19863223761785775, "loss_mask": 0.2741328841075301, "loss_maskiou": 0.005600515840342268, "loss_sem_seg": 0.3195606470108032, "lr": 0.01, "mask_rcnn/accuracy": 0.8801794825072886, "mask_rcnn/false_negative": 0.08881842949769111, "mask_rcnn/false_positive": 0.13001105904357524, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7378678414970636, "total_loss": 1.6743189265253022} {"data_time": 0.009987067431211472, "eta_seconds": 141926.6958672367, "iteration": 75779, "loss_fcos_cls": 0.28449999389704317, "loss_fcos_ctr": 0.6240405226126313, "loss_fcos_loc": 0.21247142762877047, "loss_mask": 0.26899025263264775, "loss_maskiou": 0.006337069658911787, "loss_sem_seg": 0.30553959868848324, "lr": 0.01, "mask_rcnn/accuracy": 0.8889888279767113, "mask_rcnn/false_negative": 0.10062166123176165, "mask_rcnn/false_positive": 0.13034306141825652, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 36.0, "time": 0.7339398367330432, "total_loss": 1.6787303032106138} {"data_time": 0.010596886277198792, "eta_seconds": 141962.3615702456, "iteration": 75799, "loss_fcos_cls": 0.2678281555417925, "loss_fcos_ctr": 0.6222743587568402, "loss_fcos_loc": 0.20746906381100416, "loss_mask": 0.2737951339222491, "loss_maskiou": 0.005825033484143205, "loss_sem_seg": 0.2933280090219341, "lr": 0.01, "mask_rcnn/accuracy": 0.8829644357743097, "mask_rcnn/false_negative": 0.10139162740095645, "mask_rcnn/false_positive": 0.13761407201857112, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 37.25, "time": 0.7374386489391327, "total_loss": 1.6529243008117191} {"data_time": 0.011195651255548, "eta_seconds": 142072.30665722676, "iteration": 75819, "loss_fcos_cls": 0.2775438646785915, "loss_fcos_ctr": 0.6223156461492181, "loss_fcos_loc": 0.19651868264190853, "loss_mask": 0.26603851234540343, "loss_maskiou": 0.005779195897048339, "loss_sem_seg": 0.29067989834584296, "lr": 0.01, "mask_rcnn/accuracy": 0.886802410119155, "mask_rcnn/false_negative": 0.09170153311343679, "mask_rcnn/false_positive": 0.13680528571470627, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.25, "time": 0.7353319665417075, "total_loss": 1.6619571131341218} {"data_time": 0.010486933402717113, "eta_seconds": 142028.39081387874, "iteration": 75839, "loss_fcos_cls": 0.27745393943041563, "loss_fcos_ctr": 0.6203271672129631, "loss_fcos_loc": 0.2003583840560168, "loss_mask": 0.2758194664493203, "loss_maskiou": 0.006552859405928757, "loss_sem_seg": 0.30170602165162563, "lr": 0.01, "mask_rcnn/accuracy": 0.874267227546669, "mask_rcnn/false_negative": 0.08639986376180572, "mask_rcnn/false_positive": 0.15600188647406749, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.75, "time": 0.7426909524947405, "total_loss": 1.7061366081616143} {"data_time": 0.010183599777519703, "eta_seconds": 141945.4201694252, "iteration": 75859, "loss_fcos_cls": 0.25486203958280385, "loss_fcos_ctr": 0.6213630670681596, "loss_fcos_loc": 0.2025001710280776, "loss_mask": 0.2779107512906194, "loss_maskiou": 0.0057108788532787, "loss_sem_seg": 0.28391611482948065, "lr": 0.01, "mask_rcnn/accuracy": 0.8565355078329409, "mask_rcnn/false_negative": 0.09714566455663894, "mask_rcnn/false_positive": 0.18492434948056777, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.75, "time": 0.7266872357577085, "total_loss": 1.658867272621137} {"data_time": 0.00977998785674572, "eta_seconds": 141977.50487988722, "iteration": 75879, "loss_fcos_cls": 0.26102365530095994, "loss_fcos_ctr": 0.6209518508985639, "loss_fcos_loc": 0.20588803326245397, "loss_mask": 0.2551149018108845, "loss_maskiou": 0.005697987937310245, "loss_sem_seg": 0.27187686413526535, "lr": 0.01, "mask_rcnn/accuracy": 0.8500350212673764, "mask_rcnn/false_negative": 0.09787872080445328, "mask_rcnn/false_positive": 0.19270564243641297, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7343764211982489, "total_loss": 1.625175132532604} {"data_time": 0.011074487119913101, "eta_seconds": 141916.17432848085, "iteration": 75899, "loss_fcos_cls": 0.26135817589238286, "loss_fcos_ctr": 0.6163107408210635, "loss_fcos_loc": 0.19874519319273531, "loss_mask": 0.26892796717584133, "loss_maskiou": 0.005611081403912976, "loss_sem_seg": 0.2759187943302095, "lr": 0.01, "mask_rcnn/accuracy": 0.9000330829483218, "mask_rcnn/false_negative": 0.08685434925065838, "mask_rcnn/false_positive": 0.13274937833642853, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 37.5, "time": 0.7248009750619531, "total_loss": 1.6202052650332917} {"data_time": 0.010290089063346386, "eta_seconds": 141924.33700722177, "iteration": 75919, "loss_fcos_cls": 0.2715301455464214, "loss_fcos_ctr": 0.6185576263815165, "loss_fcos_loc": 0.20283948071300983, "loss_mask": 0.26906244456768036, "loss_maskiou": 0.005819965117552783, "loss_sem_seg": 0.28668232169002295, "lr": 0.01, "mask_rcnn/accuracy": 0.8787887062041312, "mask_rcnn/false_negative": 0.11405090618956643, "mask_rcnn/false_positive": 0.15576224335170902, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.25, "time": 0.7399598462507129, "total_loss": 1.6311991639377084} {"data_time": 0.009363526478409767, "eta_seconds": 141984.50879441388, "iteration": 75939, "loss_fcos_cls": 0.24891890049912035, "loss_fcos_ctr": 0.6168989036232233, "loss_fcos_loc": 0.19335486856289208, "loss_mask": 0.26521700620651245, "loss_maskiou": 0.005473517041536979, "loss_sem_seg": 0.3068186021409929, "lr": 0.01, "mask_rcnn/accuracy": 0.860628080681425, "mask_rcnn/false_negative": 0.1107879633458596, "mask_rcnn/false_positive": 0.15125077086187194, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 39.0, "time": 0.7352693779394031, "total_loss": 1.6498490555095486} {"data_time": 0.009589409455657005, "eta_seconds": 142037.4002501648, "iteration": 75959, "loss_fcos_cls": 0.26388740830589086, "loss_fcos_ctr": 0.6196414195001125, "loss_fcos_loc": 0.1906028367811814, "loss_mask": 0.261657458730042, "loss_maskiou": 0.005439173924969509, "loss_sem_seg": 0.32781383069232106, "lr": 0.01, "mask_rcnn/accuracy": 0.9096352283642172, "mask_rcnn/false_negative": 0.0677078232788027, "mask_rcnn/false_positive": 0.11377677209631101, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.7325539672747254, "total_loss": 1.6630677781431586} {"data_time": 0.009905658662319183, "eta_seconds": 142181.3130423287, "iteration": 75979, "loss_fcos_cls": 0.26383583433926105, "loss_fcos_ctr": 0.6219473285600543, "loss_fcos_loc": 0.20308401877991855, "loss_mask": 0.26020968286320567, "loss_maskiou": 0.005516830788110383, "loss_sem_seg": 0.2787946821190417, "lr": 0.01, "mask_rcnn/accuracy": 0.8813869737623004, "mask_rcnn/false_negative": 0.08211977589155395, "mask_rcnn/false_positive": 0.14664888664655223, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7649812968447804, "total_loss": 1.6346861747733783} {"data_time": 0.00991313811391592, "eta_seconds": 142160.32527949847, "iteration": 75999, "loss_fcos_cls": 0.27176918904297054, "loss_fcos_ctr": 0.619247991591692, "loss_fcos_loc": 0.200477029196918, "loss_mask": 0.270788605324924, "loss_maskiou": 0.004990931920474395, "loss_sem_seg": 0.3511748602613807, "lr": 0.01, "mask_rcnn/accuracy": 0.8894652525238819, "mask_rcnn/false_negative": 0.09775804970944585, "mask_rcnn/false_positive": 0.11883165246743799, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.0, "time": 0.7084112502634525, "total_loss": 1.6905815655045444} {"data_time": 0.009673611260950565, "eta_seconds": 142123.90242374875, "iteration": 76019, "loss_fcos_cls": 0.2728436861652881, "loss_fcos_ctr": 0.6215015421621501, "loss_fcos_loc": 0.20318102394230664, "loss_mask": 0.26738401036709547, "loss_maskiou": 0.005749935891799396, "loss_sem_seg": 0.31404343247413635, "lr": 0.01, "mask_rcnn/accuracy": 0.8969600340136055, "mask_rcnn/false_negative": 0.07800022018893485, "mask_rcnn/false_positive": 0.11828841948007507, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.75, "time": 0.7289265254512429, "total_loss": 1.6892422669625375} {"data_time": 0.010648275725543499, "eta_seconds": 142137.3441998707, "iteration": 76039, "loss_fcos_cls": 0.2673944905400276, "loss_fcos_ctr": 0.6209799693897367, "loss_fcos_loc": 0.1994680647039786, "loss_mask": 0.25496418308466673, "loss_maskiou": 0.005149596323462902, "loss_sem_seg": 0.32394441356882453, "lr": 0.01, "mask_rcnn/accuracy": 0.8774807914237124, "mask_rcnn/false_negative": 0.10194194556108836, "mask_rcnn/false_positive": 0.1352816303587632, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 33.5, "time": 0.7217126172035933, "total_loss": 1.6642795431544073} {"data_time": 0.010750128887593746, "eta_seconds": 142053.02956129052, "iteration": 76059, "loss_fcos_cls": 0.249356459826231, "loss_fcos_ctr": 0.6176482373848557, "loss_fcos_loc": 0.19190175086259842, "loss_mask": 0.2735043093562126, "loss_maskiou": 0.006193791807163507, "loss_sem_seg": 0.29712022212333977, "lr": 0.01, "mask_rcnn/accuracy": 0.8849460119990593, "mask_rcnn/false_negative": 0.08770495537494455, "mask_rcnn/false_positive": 0.13878246472971908, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7239148672670126, "total_loss": 1.6328238301939564} {"data_time": 0.010746529325842857, "eta_seconds": 141999.69421664253, "iteration": 76079, "loss_fcos_cls": 0.2612057679798454, "loss_fcos_ctr": 0.6217834167182446, "loss_fcos_loc": 0.19816829857882112, "loss_mask": 0.2672598799690604, "loss_maskiou": 0.005831483977090102, "loss_sem_seg": 0.2954166601411998, "lr": 0.01, "mask_rcnn/accuracy": 0.8875068401203074, "mask_rcnn/false_negative": 0.08182297335797095, "mask_rcnn/false_positive": 0.13459514524311764, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7239749496802688, "total_loss": 1.6637618752065464} {"data_time": 0.010280657559633255, "eta_seconds": 141867.44497733004, "iteration": 76099, "loss_fcos_cls": 0.2633087432477623, "loss_fcos_ctr": 0.6224629511125386, "loss_fcos_loc": 0.2033255323767662, "loss_mask": 0.2728089103475213, "loss_maskiou": 0.005561686106375419, "loss_sem_seg": 0.2677496774122119, "lr": 0.01, "mask_rcnn/accuracy": 0.876715257531584, "mask_rcnn/false_negative": 0.09554958067593144, "mask_rcnn/false_positive": 0.13621994122382727, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 40.75, "time": 0.7110517155379057, "total_loss": 1.623018151287397} {"data_time": 0.009687932208180428, "eta_seconds": 141801.97208760213, "iteration": 76119, "loss_fcos_cls": 0.2626664557028562, "loss_fcos_ctr": 0.6215412826277316, "loss_fcos_loc": 0.19875132641755044, "loss_mask": 0.27379098115488887, "loss_maskiou": 0.005654002117807977, "loss_sem_seg": 0.27248975029215217, "lr": 0.01, "mask_rcnn/accuracy": 0.8828952802151646, "mask_rcnn/false_negative": 0.08898576532500901, "mask_rcnn/false_positive": 0.14702190490683786, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.0, "time": 0.7197796395048499, "total_loss": 1.628010131254996} {"data_time": 0.010049798525869846, "eta_seconds": 141900.1175199803, "iteration": 76139, "loss_fcos_cls": 0.26735972659662366, "loss_fcos_ctr": 0.6214208789169788, "loss_fcos_loc": 0.19818030577152967, "loss_mask": 0.2730211573652923, "loss_maskiou": 0.005422030029876623, "loss_sem_seg": 0.2875368441455066, "lr": 0.01, "mask_rcnn/accuracy": 0.8938270512286547, "mask_rcnn/false_negative": 0.08221566464608247, "mask_rcnn/false_positive": 0.1453386596158724, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.75, "time": 0.7352560441941023, "total_loss": 1.676730145518377} {"data_time": 0.009623066522181034, "eta_seconds": 141823.5460459236, "iteration": 76159, "loss_fcos_cls": 0.2699849755736068, "loss_fcos_ctr": 0.622678941115737, "loss_fcos_loc": 0.21028108929749578, "loss_mask": 0.2633367977105081, "loss_maskiou": 0.0054596175032202154, "loss_sem_seg": 0.3124723522923887, "lr": 0.01, "mask_rcnn/accuracy": 0.8798608548948275, "mask_rcnn/false_negative": 0.08203810989596375, "mask_rcnn/false_positive": 0.1500654123571611, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7342881336808205, "total_loss": 1.6810677730463794} {"data_time": 0.010231876745820045, "eta_seconds": 141829.7940898463, "iteration": 76179, "loss_fcos_cls": 0.2688836958259344, "loss_fcos_ctr": 0.621545722708106, "loss_fcos_loc": 0.20851474814116955, "loss_mask": 0.2732678670436144, "loss_maskiou": 0.005655095992551651, "loss_sem_seg": 0.31842309585772455, "lr": 0.01, "mask_rcnn/accuracy": 0.8699328287779087, "mask_rcnn/false_negative": 0.1044363350606303, "mask_rcnn/false_positive": 0.1503543796453667, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.25, "time": 0.7278922367841005, "total_loss": 1.7062106071025482} {"data_time": 0.00998458731919527, "eta_seconds": 141892.87758623343, "iteration": 76199, "loss_fcos_cls": 0.270348946476588, "loss_fcos_ctr": 0.6220330754294991, "loss_fcos_loc": 0.20858185575343668, "loss_mask": 0.25778012396767735, "loss_maskiou": 0.005554688254051143, "loss_sem_seg": 0.3087628120556474, "lr": 0.01, "mask_rcnn/accuracy": 0.8757309556036024, "mask_rcnn/false_negative": 0.10963532390089614, "mask_rcnn/false_positive": 0.1390221570214686, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.25, "time": 0.7491053510457277, "total_loss": 1.70127777017251} {"data_time": 0.009106867015361786, "eta_seconds": 141893.2234069379, "iteration": 76219, "loss_fcos_cls": 0.2656089346855879, "loss_fcos_ctr": 0.6212448142468929, "loss_fcos_loc": 0.20463482313789427, "loss_mask": 0.2861097389832139, "loss_maskiou": 0.006905793969053775, "loss_sem_seg": 0.2887404393404722, "lr": 0.01, "mask_rcnn/accuracy": 0.8787438335492108, "mask_rcnn/false_negative": 0.09387702150814908, "mask_rcnn/false_positive": 0.13593086613115513, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7402793243527412, "total_loss": 1.7169062488974305} {"data_time": 0.00946740061044693, "eta_seconds": 141765.0141373817, "iteration": 76239, "loss_fcos_cls": 0.25518797733820975, "loss_fcos_ctr": 0.6210071416571736, "loss_fcos_loc": 0.1966132796369493, "loss_mask": 0.2810031287372112, "loss_maskiou": 0.005981017246085685, "loss_sem_seg": 0.3435207447037101, "lr": 0.01, "mask_rcnn/accuracy": 0.8875081795013087, "mask_rcnn/false_negative": 0.0872296811859406, "mask_rcnn/false_positive": 0.1435785471998941, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.7258194452151656, "total_loss": 1.6938384302411578} {"data_time": 0.010491336695849895, "eta_seconds": 141751.9541957751, "iteration": 76259, "loss_fcos_cls": 0.28970645973458886, "loss_fcos_ctr": 0.6198829747736454, "loss_fcos_loc": 0.20731986337341368, "loss_mask": 0.2714603217318654, "loss_maskiou": 0.005515749478945509, "loss_sem_seg": 0.2945428933016956, "lr": 0.01, "mask_rcnn/accuracy": 0.8789589407191447, "mask_rcnn/false_negative": 0.11209367118423455, "mask_rcnn/false_positive": 0.1421992237698445, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.25, "time": 0.727407000027597, "total_loss": 1.7094608133629663} {"data_time": 0.010236980393528938, "eta_seconds": 141737.3210562542, "iteration": 76279, "loss_fcos_cls": 0.25381589494645596, "loss_fcos_ctr": 0.6215726877562702, "loss_fcos_loc": 0.19499429897405207, "loss_mask": 0.2682728380896151, "loss_maskiou": 0.0060333513538353145, "loss_sem_seg": 0.306679611094296, "lr": 0.01, "mask_rcnn/accuracy": 0.8768847447371384, "mask_rcnn/false_negative": 0.10793637560392672, "mask_rcnn/false_positive": 0.13297886438801426, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.7399797523394227, "total_loss": 1.6523119937992305} {"data_time": 0.010084140114486217, "eta_seconds": 141540.758763914, "iteration": 76299, "loss_fcos_cls": 0.2558094074483961, "loss_fcos_ctr": 0.6216259365901351, "loss_fcos_loc": 0.20037285285070539, "loss_mask": 0.2642346052452922, "loss_maskiou": 0.00531675192178227, "loss_sem_seg": 0.284337914083153, "lr": 0.01, "mask_rcnn/accuracy": 0.8753599095888356, "mask_rcnn/false_negative": 0.10235765792805368, "mask_rcnn/false_positive": 0.14729379742282742, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.7073652325198054, "total_loss": 1.6251496522600064} {"data_time": 0.010699738748371601, "eta_seconds": 141528.86525311787, "iteration": 76319, "loss_fcos_cls": 0.26401985017582774, "loss_fcos_ctr": 0.6178660267032683, "loss_fcos_loc": 0.1942065644543618, "loss_mask": 0.27470847312361, "loss_maskiou": 0.0062019628821872175, "loss_sem_seg": 0.32321428461000323, "lr": 0.01, "mask_rcnn/accuracy": 0.8888668889511208, "mask_rcnn/false_negative": 0.08035115689904697, "mask_rcnn/false_positive": 0.13625012093162392, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.0, "time": 0.7383590983226895, "total_loss": 1.6903949841180292} {"data_time": 0.011176960542798042, "eta_seconds": 141542.38384537026, "iteration": 76339, "loss_fcos_cls": 0.2707716503646225, "loss_fcos_ctr": 0.6224043183028698, "loss_fcos_loc": 0.19600581092527136, "loss_mask": 0.27602095901966095, "loss_maskiou": 0.005893310095416382, "loss_sem_seg": 0.31213336531072855, "lr": 0.01, "mask_rcnn/accuracy": 0.8687880347922301, "mask_rcnn/false_negative": 0.11101220655243375, "mask_rcnn/false_positive": 0.1518407225307642, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7302359035238624, "total_loss": 1.6822345444670646} {"data_time": 0.010259889997541904, "eta_seconds": 141499.63598122168, "iteration": 76359, "loss_fcos_cls": 0.2549540714826435, "loss_fcos_ctr": 0.6187236551195383, "loss_fcos_loc": 0.19876608857885003, "loss_mask": 0.2716785417869687, "loss_maskiou": 0.006087818939704448, "loss_sem_seg": 0.2683695601299405, "lr": 0.01, "mask_rcnn/accuracy": 0.8817535220321551, "mask_rcnn/false_negative": 0.10099350947774186, "mask_rcnn/false_positive": 0.14581292819456027, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 32.5, "time": 0.7260440066456795, "total_loss": 1.6272285780869424} {"data_time": 0.010924664326012135, "eta_seconds": 141482.3013439672, "iteration": 76379, "loss_fcos_cls": 0.26301678316667676, "loss_fcos_ctr": 0.6227930239401758, "loss_fcos_loc": 0.20633776584872976, "loss_mask": 0.26742061879485846, "loss_maskiou": 0.005700008958228864, "loss_sem_seg": 0.2828601594083011, "lr": 0.01, "mask_rcnn/accuracy": 0.8869045178346884, "mask_rcnn/false_negative": 0.10328267443654182, "mask_rcnn/false_positive": 0.1098043796217241, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.0, "time": 0.7274042889475822, "total_loss": 1.6881624066882068} {"data_time": 0.010064737871289253, "eta_seconds": 141459.8366903793, "iteration": 76399, "loss_fcos_cls": 0.25531167909502983, "loss_fcos_ctr": 0.61977977771312, "loss_fcos_loc": 0.19568597024772316, "loss_mask": 0.26444683875888586, "loss_maskiou": 0.005874180606042501, "loss_sem_seg": 0.28343960689380765, "lr": 0.01, "mask_rcnn/accuracy": 0.8737192062497514, "mask_rcnn/false_negative": 0.1068659380567375, "mask_rcnn/false_positive": 0.16918936712066662, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.5, "time": 0.7257843958213925, "total_loss": 1.628285010388936} {"data_time": 0.009945631958544254, "eta_seconds": 141417.75507784635, "iteration": 76419, "loss_fcos_cls": 0.2659980831667781, "loss_fcos_ctr": 0.6208390081301332, "loss_fcos_loc": 0.20641601644456387, "loss_mask": 0.2656993055716157, "loss_maskiou": 0.005434991137008183, "loss_sem_seg": 0.2857337608002126, "lr": 0.01, "mask_rcnn/accuracy": 0.886180626404627, "mask_rcnn/false_negative": 0.08571983844292616, "mask_rcnn/false_positive": 0.14045723941355087, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.7165451254695654, "total_loss": 1.6585497818887234} {"data_time": 0.010225226171314716, "eta_seconds": 141401.5268293945, "iteration": 76439, "loss_fcos_cls": 0.2689113859087229, "loss_fcos_ctr": 0.6202848749235272, "loss_fcos_loc": 0.20861563680227846, "loss_mask": 0.2807346060872078, "loss_maskiou": 0.0065028897079173476, "loss_sem_seg": 0.2984149158000946, "lr": 0.01, "mask_rcnn/accuracy": 0.863865350266901, "mask_rcnn/false_negative": 0.10090993060883532, "mask_rcnn/false_positive": 0.1615859937231856, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7358642518520355, "total_loss": 1.6722256406355882} {"data_time": 0.009501885622739792, "eta_seconds": 141386.91629040893, "iteration": 76459, "loss_fcos_cls": 0.25801436323672533, "loss_fcos_ctr": 0.6207486884668469, "loss_fcos_loc": 0.19920748274307698, "loss_mask": 0.2740045804530382, "loss_maskiou": 0.0060877479263581336, "loss_sem_seg": 0.3018283233977854, "lr": 0.01, "mask_rcnn/accuracy": 0.8937157355178096, "mask_rcnn/false_negative": 0.09895812072589648, "mask_rcnn/false_positive": 0.11578890560716601, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.25, "time": 0.7143732467666268, "total_loss": 1.6815459879726404} {"data_time": 0.0099331084638834, "eta_seconds": 141369.37123881374, "iteration": 76479, "loss_fcos_cls": 0.2797808399191126, "loss_fcos_ctr": 0.6202438771724701, "loss_fcos_loc": 0.19498754921369255, "loss_mask": 0.26213834155350924, "loss_maskiou": 0.005621809817967005, "loss_sem_seg": 0.29161207331344485, "lr": 0.01, "mask_rcnn/accuracy": 0.8675580835828716, "mask_rcnn/false_negative": 0.08644215957964996, "mask_rcnn/false_positive": 0.17251625939130455, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.0, "time": 0.7293929206207395, "total_loss": 1.6512196411204059} {"data_time": 0.00935363583266735, "eta_seconds": 141386.76897033118, "iteration": 76499, "loss_fcos_cls": 0.2655174909159541, "loss_fcos_ctr": 0.6203286983072758, "loss_fcos_loc": 0.19791576801799238, "loss_mask": 0.26943856850266457, "loss_maskiou": 0.006371378054609522, "loss_sem_seg": 0.3311854312196374, "lr": 0.01, "mask_rcnn/accuracy": 0.8888888888888888, "mask_rcnn/false_negative": 0.08661853910569967, "mask_rcnn/false_positive": 0.1344473033204428, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.0, "time": 0.7293300284072757, "total_loss": 1.6963621289323783} {"data_time": 0.010880889371037483, "eta_seconds": 141376.30149219092, "iteration": 76519, "loss_fcos_cls": 0.2713421748485416, "loss_fcos_ctr": 0.6230228515341878, "loss_fcos_loc": 0.2070901645347476, "loss_mask": 0.27506255358457565, "loss_maskiou": 0.005969359575829003, "loss_sem_seg": 0.2959864428266883, "lr": 0.01, "mask_rcnn/accuracy": 0.8886889049097899, "mask_rcnn/false_negative": 0.08481455367581887, "mask_rcnn/false_positive": 0.1339532414850428, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.25, "time": 0.726601604372263, "total_loss": 1.686879025415692} {"data_time": 0.009028551168739796, "eta_seconds": 141365.38650407363, "iteration": 76539, "loss_fcos_cls": 0.2933612046763301, "loss_fcos_ctr": 0.6249993168748915, "loss_fcos_loc": 0.21800146205350757, "loss_mask": 0.2772418661043048, "loss_maskiou": 0.006668882808298804, "loss_sem_seg": 0.39743055030703545, "lr": 0.01, "mask_rcnn/accuracy": 0.8811407344145936, "mask_rcnn/false_negative": 0.10094793117942641, "mask_rcnn/false_positive": 0.13121323421903464, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7279023490846157, "total_loss": 1.8276852780691115} {"data_time": 0.011129220016300678, "eta_seconds": 141421.06936895382, "iteration": 76559, "loss_fcos_cls": 0.28382902033627033, "loss_fcos_ctr": 0.618555698543787, "loss_fcos_loc": 0.19211605936288834, "loss_mask": 0.274489926174283, "loss_maskiou": 0.006377865909598768, "loss_sem_seg": 0.31844725040718913, "lr": 0.01, "mask_rcnn/accuracy": 0.8728361981115911, "mask_rcnn/false_negative": 0.11330765658457068, "mask_rcnn/false_positive": 0.15074796988700004, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.733772424980998, "total_loss": 1.7194617703280528} {"data_time": 0.010198884643614292, "eta_seconds": 141385.10903642792, "iteration": 76579, "loss_fcos_cls": 0.27873127011116594, "loss_fcos_ctr": 0.6244107848033309, "loss_fcos_loc": 0.20226215152069926, "loss_mask": 0.2811168534681201, "loss_maskiou": 0.005832871618622448, "loss_sem_seg": 0.30743069341406226, "lr": 0.01, "mask_rcnn/accuracy": 0.8726054351054351, "mask_rcnn/false_negative": 0.088243676310721, "mask_rcnn/false_positive": 0.17255003741754676, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.0, "time": 0.7228144537657499, "total_loss": 1.6785930950572947} {"data_time": 0.009719349443912506, "eta_seconds": 141338.9104858311, "iteration": 76599, "loss_fcos_cls": 0.2671233806759119, "loss_fcos_ctr": 0.62280782032758, "loss_fcos_loc": 0.2053197380155325, "loss_mask": 0.26387958182021976, "loss_maskiou": 0.005525743428734131, "loss_sem_seg": 0.30012033984530717, "lr": 0.01, "mask_rcnn/accuracy": 0.8857778794059968, "mask_rcnn/false_negative": 0.10342890725817866, "mask_rcnn/false_positive": 0.15644320432213765, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.5, "time": 0.7195342890918255, "total_loss": 1.658756980963517} {"data_time": 0.009871464222669601, "eta_seconds": 141284.69392691646, "iteration": 76619, "loss_fcos_cls": 0.28419632324948907, "loss_fcos_ctr": 0.621814988553524, "loss_fcos_loc": 0.20464889460708946, "loss_mask": 0.27567327953875065, "loss_maskiou": 0.005852087677340023, "loss_sem_seg": 0.3213511239737272, "lr": 0.01, "mask_rcnn/accuracy": 0.8831030614201952, "mask_rcnn/false_negative": 0.11572430564758149, "mask_rcnn/false_positive": 0.14425445715741025, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.7229917049407959, "total_loss": 1.7299934373586439} {"data_time": 0.010189513675868511, "eta_seconds": 141284.4741622638, "iteration": 76639, "loss_fcos_cls": 0.2714908984489739, "loss_fcos_ctr": 0.6198789477348328, "loss_fcos_loc": 0.19852713425643742, "loss_mask": 0.27224244456738234, "loss_maskiou": 0.00660096995125059, "loss_sem_seg": 0.30736417416483164, "lr": 0.01, "mask_rcnn/accuracy": 0.8888270811571382, "mask_rcnn/false_negative": 0.08420650754516211, "mask_rcnn/false_positive": 0.1332565913337218, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 38.25, "time": 0.74840172752738, "total_loss": 1.694914685547701} {"data_time": 0.00941318180412054, "eta_seconds": 141240.81090055313, "iteration": 76659, "loss_fcos_cls": 0.2629823761526495, "loss_fcos_ctr": 0.6200167769566178, "loss_fcos_loc": 0.20307127328123897, "loss_mask": 0.2772171478718519, "loss_maskiou": 0.006480328971520066, "loss_sem_seg": 0.3184827961958945, "lr": 0.01, "mask_rcnn/accuracy": 0.8759874639510976, "mask_rcnn/false_negative": 0.09846969218854157, "mask_rcnn/false_positive": 0.15945075956267046, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7360925553366542, "total_loss": 1.720257282271632} {"data_time": 0.010236740112304688, "eta_seconds": 141142.03887497075, "iteration": 76679, "loss_fcos_cls": 0.2566362025681883, "loss_fcos_ctr": 0.6191167151555419, "loss_fcos_loc": 0.19404736359138042, "loss_mask": 0.26752890041098, "loss_maskiou": 0.0055850488861324266, "loss_sem_seg": 0.31680403044447303, "lr": 0.01, "mask_rcnn/accuracy": 0.8707071087876859, "mask_rcnn/false_negative": 0.1128639233237009, "mask_rcnn/false_positive": 0.14525002645693308, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.25, "time": 0.7116538276895881, "total_loss": 1.6545470382843632} {"data_time": 0.009421872906386852, "eta_seconds": 141039.23908832576, "iteration": 76699, "loss_fcos_cls": 0.2806856615934521, "loss_fcos_ctr": 0.6238468689844012, "loss_fcos_loc": 0.21664729225449264, "loss_mask": 0.28356547094881535, "loss_maskiou": 0.006335737009067088, "loss_sem_seg": 0.2705096728168428, "lr": 0.01, "mask_rcnn/accuracy": 0.876459682101504, "mask_rcnn/false_negative": 0.09009277605047325, "mask_rcnn/false_positive": 0.1426326521785125, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7255737651139498, "total_loss": 1.693850990588544} {"data_time": 0.01066581904888153, "eta_seconds": 141062.39708104078, "iteration": 76719, "loss_fcos_cls": 0.27275679097510874, "loss_fcos_ctr": 0.6211534421890974, "loss_fcos_loc": 0.19966751290485263, "loss_mask": 0.2683653123676777, "loss_maskiou": 0.005975112217129208, "loss_sem_seg": 0.29722671722993255, "lr": 0.01, "mask_rcnn/accuracy": 0.8862525423777642, "mask_rcnn/false_negative": 0.09183341932137261, "mask_rcnn/false_positive": 0.14596925070462374, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 41.75, "time": 0.74839620385319, "total_loss": 1.647660988048301} {"data_time": 0.011076116003096104, "eta_seconds": 141047.80046812166, "iteration": 76739, "loss_fcos_cls": 0.2733384444145486, "loss_fcos_ctr": 0.62328822305426, "loss_fcos_loc": 0.20528766023926437, "loss_mask": 0.27033408265560865, "loss_maskiou": 0.005986514865071513, "loss_sem_seg": 0.3017865384463221, "lr": 0.01, "mask_rcnn/accuracy": 0.8798374874721726, "mask_rcnn/false_negative": 0.0845946847746481, "mask_rcnn/false_positive": 0.12711940981102585, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7318396242335439, "total_loss": 1.6659451192535926} {"data_time": 0.01077231764793396, "eta_seconds": 140995.46096847486, "iteration": 76759, "loss_fcos_cls": 0.26129967044107616, "loss_fcos_ctr": 0.6216416829265654, "loss_fcos_loc": 0.19622641755267978, "loss_mask": 0.27147212717682123, "loss_maskiou": 0.006101691582443891, "loss_sem_seg": 0.30657261563465, "lr": 0.01, "mask_rcnn/accuracy": 0.8828147456165565, "mask_rcnn/false_negative": 0.10247048912005395, "mask_rcnn/false_positive": 0.13828432120313577, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.5, "time": 0.7181043410673738, "total_loss": 1.6855334685824346} {"data_time": 0.01089214812964201, "eta_seconds": 140950.15007278696, "iteration": 76779, "loss_fcos_cls": 0.2681575263850391, "loss_fcos_ctr": 0.6217678082175553, "loss_fcos_loc": 0.2046677442267537, "loss_mask": 0.2559338277205825, "loss_maskiou": 0.005443316083983518, "loss_sem_seg": 0.299277288839221, "lr": 0.01, "mask_rcnn/accuracy": 0.8750632300750518, "mask_rcnn/false_negative": 0.09501798769012576, "mask_rcnn/false_positive": 0.1533920037204769, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.0, "time": 0.7325175357982516, "total_loss": 1.6331235715988441} {"data_time": 0.010502385906875134, "eta_seconds": 140835.47923662886, "iteration": 76799, "loss_fcos_cls": 0.2733868493232876, "loss_fcos_ctr": 0.6214314270764589, "loss_fcos_loc": 0.20863502123393118, "loss_mask": 0.2645529033616185, "loss_maskiou": 0.005970824291580357, "loss_sem_seg": 0.26952770282514393, "lr": 0.01, "mask_rcnn/accuracy": 0.8832989926739927, "mask_rcnn/false_negative": 0.10494954527140463, "mask_rcnn/false_positive": 0.10694405639391749, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 38.25, "time": 0.7166921384632587, "total_loss": 1.671131101611536} {"data_time": 0.011074292473495007, "eta_seconds": 140804.7573018698, "iteration": 76819, "loss_fcos_cls": 0.26270722108893096, "loss_fcos_ctr": 0.6190672097727656, "loss_fcos_loc": 0.20063885604031384, "loss_mask": 0.2640038561075926, "loss_maskiou": 0.005448949257697677, "loss_sem_seg": 0.3009387553902343, "lr": 0.01, "mask_rcnn/accuracy": 0.8991834424771605, "mask_rcnn/false_negative": 0.08919619621817554, "mask_rcnn/false_positive": 0.11453786560168996, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7405565222725272, "total_loss": 1.6156909478122543} {"data_time": 0.010255597531795502, "eta_seconds": 140832.14306022227, "iteration": 76839, "loss_fcos_cls": 0.2710167118348181, "loss_fcos_ctr": 0.6222424264997244, "loss_fcos_loc": 0.20742707513272762, "loss_mask": 0.26846194360405207, "loss_maskiou": 0.005075627981568687, "loss_sem_seg": 0.3091155474539846, "lr": 0.01, "mask_rcnn/accuracy": 0.8768452380952381, "mask_rcnn/false_negative": 0.1018338106040925, "mask_rcnn/false_positive": 0.13140904999617464, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7504320172592998, "total_loss": 1.6806381061833235} {"data_time": 0.010595029219985008, "eta_seconds": 140791.74173654243, "iteration": 76859, "loss_fcos_cls": 0.2784171423409134, "loss_fcos_ctr": 0.6197911156341434, "loss_fcos_loc": 0.20393561804667115, "loss_mask": 0.266680427826941, "loss_maskiou": 0.005792780542833498, "loss_sem_seg": 0.29900209116749465, "lr": 0.01, "mask_rcnn/accuracy": 0.885713703289535, "mask_rcnn/false_negative": 0.08424674047474541, "mask_rcnn/false_positive": 0.11272149373061931, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.75, "time": 0.7167652957141399, "total_loss": 1.6801297976908245} {"data_time": 0.011136515997350216, "eta_seconds": 140691.1877733441, "iteration": 76879, "loss_fcos_cls": 0.26535074587445706, "loss_fcos_ctr": 0.6211385643109679, "loss_fcos_loc": 0.193453440326266, "loss_mask": 0.2631844561547041, "loss_maskiou": 0.005502038664417341, "loss_sem_seg": 0.3230141522362828, "lr": 0.01, "mask_rcnn/accuracy": 0.8644812746901696, "mask_rcnn/false_negative": 0.09005262291924651, "mask_rcnn/false_positive": 0.1277924717015515, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.7189986323937774, "total_loss": 1.686739591503283} {"data_time": 0.010934334248304367, "eta_seconds": 140712.8848069366, "iteration": 76899, "loss_fcos_cls": 0.28321933769620955, "loss_fcos_ctr": 0.6178366835229099, "loss_fcos_loc": 0.201639435836114, "loss_mask": 0.2724792044609785, "loss_maskiou": 0.005492322925420012, "loss_sem_seg": 0.3256156165152788, "lr": 0.01, "mask_rcnn/accuracy": 0.8648909153213524, "mask_rcnn/false_negative": 0.08788791494856446, "mask_rcnn/false_positive": 0.18216963859707924, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.5, "time": 0.7282552290707827, "total_loss": 1.704344479003339} {"data_time": 0.009775499813258648, "eta_seconds": 140662.04724739958, "iteration": 76919, "loss_fcos_cls": 0.2661183758173138, "loss_fcos_ctr": 0.6205050121061504, "loss_fcos_loc": 0.20181057235458866, "loss_mask": 0.27386612724512815, "loss_maskiou": 0.005732489189540502, "loss_sem_seg": 0.31616074219346046, "lr": 0.01, "mask_rcnn/accuracy": 0.8895504772353857, "mask_rcnn/false_negative": 0.08123376467455855, "mask_rcnn/false_positive": 0.14005250523949436, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.25, "time": 0.7247164649888873, "total_loss": 1.6819605769705959} {"data_time": 0.01025064755231142, "eta_seconds": 140628.9762506839, "iteration": 76939, "loss_fcos_cls": 0.2668616871815175, "loss_fcos_ctr": 0.6198237156495452, "loss_fcos_loc": 0.19730732520110905, "loss_mask": 0.2768759857863188, "loss_maskiou": 0.0061184977676020935, "loss_sem_seg": 0.27169475983828306, "lr": 0.01, "mask_rcnn/accuracy": 0.8912569308545336, "mask_rcnn/false_negative": 0.09547406917713183, "mask_rcnn/false_positive": 0.13476784872229636, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7269981289282441, "total_loss": 1.6656488027510932} {"data_time": 0.010109852068126202, "eta_seconds": 140602.77789325733, "iteration": 76959, "loss_fcos_cls": 0.2706555435433984, "loss_fcos_ctr": 0.6242224280722439, "loss_fcos_loc": 0.20912816107738763, "loss_mask": 0.2779225306585431, "loss_maskiou": 0.006446467261412181, "loss_sem_seg": 0.33499545976519585, "lr": 0.01, "mask_rcnn/accuracy": 0.8710035972914512, "mask_rcnn/false_negative": 0.09666081212347337, "mask_rcnn/false_positive": 0.16897359168875326, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.75, "time": 0.7288700323551893, "total_loss": 1.6960920339843142} {"data_time": 0.010000064969062805, "eta_seconds": 140462.37070762273, "iteration": 76979, "loss_fcos_cls": 0.2769083962775767, "loss_fcos_ctr": 0.6229206239804626, "loss_fcos_loc": 0.20566102745942771, "loss_mask": 0.2673635669052601, "loss_maskiou": 0.00583820253086742, "loss_sem_seg": 0.3393156295642257, "lr": 0.01, "mask_rcnn/accuracy": 0.8888764565819351, "mask_rcnn/false_negative": 0.08981342853813833, "mask_rcnn/false_positive": 0.14544762490259508, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.717587374150753, "total_loss": 1.717858601390617} {"data_time": 0.010492932982742786, "eta_seconds": 140447.81660514604, "iteration": 76999, "loss_fcos_cls": 0.27706674113869667, "loss_fcos_ctr": 0.6202844097279012, "loss_fcos_loc": 0.1986536118783988, "loss_mask": 0.27155513456091285, "loss_maskiou": 0.005115386855322868, "loss_sem_seg": 0.35401809215545654, "lr": 0.01, "mask_rcnn/accuracy": 0.8925245098039216, "mask_rcnn/false_negative": 0.08873887227114045, "mask_rcnn/false_positive": 0.13274586996511206, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.0, "time": 0.7182422447949648, "total_loss": 1.7046396489240578} {"data_time": 0.009747073985636234, "eta_seconds": 140468.7409030907, "iteration": 77019, "loss_fcos_cls": 0.2625866199377924, "loss_fcos_ctr": 0.6214491836726665, "loss_fcos_loc": 0.20389440358849242, "loss_mask": 0.27681894786655903, "loss_maskiou": 0.0059454663714859635, "loss_sem_seg": 0.2829864074010402, "lr": 0.01, "mask_rcnn/accuracy": 0.8727739310009719, "mask_rcnn/false_negative": 0.11034761895724493, "mask_rcnn/false_positive": 0.16169525275945312, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.75, "time": 0.7347178421914577, "total_loss": 1.6582950440351851} {"data_time": 0.010681938380002975, "eta_seconds": 140515.7666802341, "iteration": 77039, "loss_fcos_cls": 0.2732357452623546, "loss_fcos_ctr": 0.6228386415168643, "loss_fcos_loc": 0.21096458053216338, "loss_mask": 0.26781852170825005, "loss_maskiou": 0.005645367797114886, "loss_sem_seg": 0.2683061216957867, "lr": 0.01, "mask_rcnn/accuracy": 0.8765873456007662, "mask_rcnn/false_negative": 0.10977616379878005, "mask_rcnn/false_positive": 0.13404159649927772, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7317481599748135, "total_loss": 1.6757956061919685} {"data_time": 0.009706933051347733, "eta_seconds": 140560.05540659372, "iteration": 77059, "loss_fcos_cls": 0.2759144512237981, "loss_fcos_ctr": 0.6208137376233935, "loss_fcos_loc": 0.20133016572799534, "loss_mask": 0.28174453787505627, "loss_maskiou": 0.005925554112764075, "loss_sem_seg": 0.2794790235348046, "lr": 0.01, "mask_rcnn/accuracy": 0.8639836543591796, "mask_rcnn/false_negative": 0.0781398138846712, "mask_rcnn/false_positive": 0.13482611727971824, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7323049688711762, "total_loss": 1.7041138319982565} {"data_time": 0.009961327537894249, "eta_seconds": 140580.25969939493, "iteration": 77079, "loss_fcos_cls": 0.2640633946284652, "loss_fcos_ctr": 0.6219749581068754, "loss_fcos_loc": 0.19905363931320608, "loss_mask": 0.2831848505884409, "loss_maskiou": 0.005742724344599992, "loss_sem_seg": 0.2637795372866094, "lr": 0.01, "mask_rcnn/accuracy": 0.872875990222929, "mask_rcnn/false_negative": 0.10125838606694884, "mask_rcnn/false_positive": 0.1490182257197975, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7264684783294797, "total_loss": 1.6371740342729026} {"data_time": 0.010464996099472046, "eta_seconds": 140699.322912883, "iteration": 77099, "loss_fcos_cls": 0.259461326058954, "loss_fcos_ctr": 0.6181130511686206, "loss_fcos_loc": 0.19014580873772502, "loss_mask": 0.25436109071597457, "loss_maskiou": 0.0056236154632642865, "loss_sem_seg": 0.28808693680912256, "lr": 0.01, "mask_rcnn/accuracy": 0.8715389178927384, "mask_rcnn/false_negative": 0.10089834065397305, "mask_rcnn/false_positive": 0.17493893662234059, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.25, "time": 0.7534736227244139, "total_loss": 1.6627309661416803} {"data_time": 0.009400474838912487, "eta_seconds": 140803.8895805925, "iteration": 77119, "loss_fcos_cls": 0.2854654169641435, "loss_fcos_ctr": 0.6183539503253996, "loss_fcos_loc": 0.19900865596719086, "loss_mask": 0.27734888065606356, "loss_maskiou": 0.006105064443545416, "loss_sem_seg": 0.3267544489353895, "lr": 0.01, "mask_rcnn/accuracy": 0.8753918673800689, "mask_rcnn/false_negative": 0.08989695751205365, "mask_rcnn/false_positive": 0.14468572045254324, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.0, "time": 0.7396340938284993, "total_loss": 1.7252714416827075} {"data_time": 0.01041341945528984, "eta_seconds": 140715.8622023072, "iteration": 77139, "loss_fcos_cls": 0.2703461139462888, "loss_fcos_ctr": 0.6227774107828736, "loss_fcos_loc": 0.21075245190877467, "loss_mask": 0.28128977585583925, "loss_maskiou": 0.006315674298093654, "loss_sem_seg": 0.27593913371674716, "lr": 0.01, "mask_rcnn/accuracy": 0.8750772664835165, "mask_rcnn/false_negative": 0.09191585407515285, "mask_rcnn/false_positive": 0.1766784210880564, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7493025809526443, "total_loss": 1.7136286797103821} {"data_time": 0.010020016692578793, "eta_seconds": 140617.87378911674, "iteration": 77159, "loss_fcos_cls": 0.2717977939173579, "loss_fcos_ctr": 0.6194240851327777, "loss_fcos_loc": 0.1921989673282951, "loss_mask": 0.27161279041320086, "loss_maskiou": 0.005605223792372271, "loss_sem_seg": 0.274103170260787, "lr": 0.01, "mask_rcnn/accuracy": 0.8815898719736341, "mask_rcnn/false_negative": 0.08263228539202386, "mask_rcnn/false_positive": 0.1636844531767893, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7255803141742945, "total_loss": 1.6601555388479028} {"data_time": 0.01012866385281086, "eta_seconds": 140558.47506941482, "iteration": 77179, "loss_fcos_cls": 0.26158234430477023, "loss_fcos_ctr": 0.6217790162190795, "loss_fcos_loc": 0.21014792751520872, "loss_mask": 0.2707929415628314, "loss_maskiou": 0.005913668741413858, "loss_sem_seg": 0.28996073361486197, "lr": 0.01, "mask_rcnn/accuracy": 0.8665119472446512, "mask_rcnn/false_negative": 0.10385951827800421, "mask_rcnn/false_positive": 0.16281788870653807, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.75, "time": 0.721340456046164, "total_loss": 1.6941536928097776} {"data_time": 0.009928012266755104, "eta_seconds": 140439.58774743788, "iteration": 77199, "loss_fcos_cls": 0.262521585682407, "loss_fcos_ctr": 0.6230189185589552, "loss_fcos_loc": 0.20958537654951215, "loss_mask": 0.2823334001004696, "loss_maskiou": 0.006176284477987792, "loss_sem_seg": 0.3204795978963375, "lr": 0.01, "mask_rcnn/accuracy": 0.8793064906374921, "mask_rcnn/false_negative": 0.09228508840572833, "mask_rcnn/false_positive": 0.14654059914303075, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.5, "time": 0.7341881403699517, "total_loss": 1.6873530855373247} {"data_time": 0.010057391598820686, "eta_seconds": 140400.74092911277, "iteration": 77219, "loss_fcos_cls": 0.2548284342046827, "loss_fcos_ctr": 0.6194890616461635, "loss_fcos_loc": 0.19802083494141698, "loss_mask": 0.27168356627225876, "loss_maskiou": 0.0064424886149936356, "loss_sem_seg": 0.32642671233043075, "lr": 0.01, "mask_rcnn/accuracy": 0.8983500883906195, "mask_rcnn/false_negative": 0.08950460489662941, "mask_rcnn/false_positive": 0.12940067079085027, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.5, "time": 0.7182211838662624, "total_loss": 1.6901285121712135} {"data_time": 0.009947710670530796, "eta_seconds": 140428.92303984333, "iteration": 77239, "loss_fcos_cls": 0.2642797655425966, "loss_fcos_ctr": 0.6195423407480121, "loss_fcos_loc": 0.20071818074211478, "loss_mask": 0.2656346755102277, "loss_maskiou": 0.005825210733746644, "loss_sem_seg": 0.2922399858944118, "lr": 0.01, "mask_rcnn/accuracy": 0.8945816124068675, "mask_rcnn/false_negative": 0.08836492136178503, "mask_rcnn/false_positive": 0.12487489110480501, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.5, "time": 0.7383122071623802, "total_loss": 1.6475886546395486} {"data_time": 0.009690307080745697, "eta_seconds": 140395.88270822726, "iteration": 77259, "loss_fcos_cls": 0.27452626870945096, "loss_fcos_ctr": 0.6186935305595398, "loss_fcos_loc": 0.21314141829498112, "loss_mask": 0.27428331039845943, "loss_maskiou": 0.005763950030086562, "loss_sem_seg": 0.29471225570887327, "lr": 0.01, "mask_rcnn/accuracy": 0.8878854239236874, "mask_rcnn/false_negative": 0.09759968865812196, "mask_rcnn/false_positive": 0.1476117344065319, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7174932099878788, "total_loss": 1.6541881659068167} {"data_time": 0.009856748394668102, "eta_seconds": 140357.04344618786, "iteration": 77279, "loss_fcos_cls": 0.26272536674514413, "loss_fcos_ctr": 0.6205197172239423, "loss_fcos_loc": 0.20255764745525084, "loss_mask": 0.27922902815043926, "loss_maskiou": 0.0060417888962547295, "loss_sem_seg": 0.31549407076090574, "lr": 0.01, "mask_rcnn/accuracy": 0.8853281984831245, "mask_rcnn/false_negative": 0.08958432071093868, "mask_rcnn/false_positive": 0.13154749197935545, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.75, "time": 0.7323822155594826, "total_loss": 1.7026050040985865} {"data_time": 0.010494694113731384, "eta_seconds": 140366.74601542018, "iteration": 77299, "loss_fcos_cls": 0.27101174858398736, "loss_fcos_ctr": 0.6194541594013572, "loss_fcos_loc": 0.1864192652865313, "loss_mask": 0.27906240057200193, "loss_maskiou": 0.006144560451502912, "loss_sem_seg": 0.28760548029094934, "lr": 0.01, "mask_rcnn/accuracy": 0.8886498051601592, "mask_rcnn/false_negative": 0.11038287332756073, "mask_rcnn/false_positive": 0.1361286584021738, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.5, "time": 0.7250534994527698, "total_loss": 1.6414599964446097} {"data_time": 0.009687422774732113, "eta_seconds": 140327.9117909046, "iteration": 77319, "loss_fcos_cls": 0.27167815854772925, "loss_fcos_ctr": 0.6192675018683076, "loss_fcos_loc": 0.19463088223710656, "loss_mask": 0.26671619340777397, "loss_maskiou": 0.005621127202175558, "loss_sem_seg": 0.27400421095080674, "lr": 0.01, "mask_rcnn/accuracy": 0.8775408065812278, "mask_rcnn/false_negative": 0.09089660139610406, "mask_rcnn/false_positive": 0.16512404208293696, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.0, "time": 0.7265225844457746, "total_loss": 1.642250672033697} {"data_time": 0.01048206351697445, "eta_seconds": 140280.7590470491, "iteration": 77339, "loss_fcos_cls": 0.27126206923276186, "loss_fcos_ctr": 0.6231033485382795, "loss_fcos_loc": 0.20782804867485538, "loss_mask": 0.2805226631462574, "loss_maskiou": 0.00596161192515865, "loss_sem_seg": 0.29758163588121533, "lr": 0.01, "mask_rcnn/accuracy": 0.886196129723352, "mask_rcnn/false_negative": 0.09179641013330259, "mask_rcnn/false_positive": 0.13498003870933428, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.5, "time": 0.7222688077017665, "total_loss": 1.6735673383554968} {"data_time": 0.009734080173075199, "eta_seconds": 140286.55920252204, "iteration": 77359, "loss_fcos_cls": 0.2546288347803056, "loss_fcos_ctr": 0.6205943315289915, "loss_fcos_loc": 0.19970206287689507, "loss_mask": 0.2680129101499915, "loss_maskiou": 0.005373730818973854, "loss_sem_seg": 0.3046685182489455, "lr": 0.01, "mask_rcnn/accuracy": 0.904701166180758, "mask_rcnn/false_negative": 0.07972392082874843, "mask_rcnn/false_positive": 0.1172228334788655, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.75, "time": 0.7368808351457119, "total_loss": 1.6653502197077614} {"data_time": 0.010340860113501549, "eta_seconds": 140271.9946436584, "iteration": 77379, "loss_fcos_cls": 0.2621016080956906, "loss_fcos_ctr": 0.6228705905377865, "loss_fcos_loc": 0.2079002691898495, "loss_mask": 0.2800744092091918, "loss_maskiou": 0.005332413289579563, "loss_sem_seg": 0.27954809833317995, "lr": 0.01, "mask_rcnn/accuracy": 0.8770602691311022, "mask_rcnn/false_negative": 0.0947100277707017, "mask_rcnn/false_positive": 0.14875959513945894, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7285347674041986, "total_loss": 1.6402467848383822} {"data_time": 0.011121503077447414, "eta_seconds": 140299.73231296334, "iteration": 77399, "loss_fcos_cls": 0.2522939876653254, "loss_fcos_ctr": 0.6217390689998865, "loss_fcos_loc": 0.20129037578590214, "loss_mask": 0.263038647826761, "loss_maskiou": 0.00555594646721147, "loss_sem_seg": 0.3133445200510323, "lr": 0.01, "mask_rcnn/accuracy": 0.8785796095123443, "mask_rcnn/false_negative": 0.08956553782259773, "mask_rcnn/false_positive": 0.15532280522425962, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.0, "time": 0.7306133219972253, "total_loss": 1.6631901682267198} {"data_time": 0.010098167695105076, "eta_seconds": 140422.68795788847, "iteration": 77419, "loss_fcos_cls": 0.27746307221241295, "loss_fcos_ctr": 0.6218573981896043, "loss_fcos_loc": 0.20140375196933746, "loss_mask": 0.26997209433466196, "loss_maskiou": 0.005330253829015419, "loss_sem_seg": 0.30968871247023344, "lr": 0.01, "mask_rcnn/accuracy": 0.8813245752846592, "mask_rcnn/false_negative": 0.0937587289500284, "mask_rcnn/false_positive": 0.12593707351867237, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 40.75, "time": 0.7380974981933832, "total_loss": 1.698709136522666} {"data_time": 0.01112640742212534, "eta_seconds": 140351.39873170014, "iteration": 77439, "loss_fcos_cls": 0.2646796538028866, "loss_fcos_ctr": 0.6205846322700381, "loss_fcos_loc": 0.19626836047973484, "loss_mask": 0.28606173023581505, "loss_maskiou": 0.0057279718821519054, "loss_sem_seg": 0.2828973373398185, "lr": 0.01, "mask_rcnn/accuracy": 0.8852533248422736, "mask_rcnn/false_negative": 0.09069555760112441, "mask_rcnn/false_positive": 0.1372299867146582, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.7233290700241923, "total_loss": 1.6561904272602987} {"data_time": 0.01083618775010109, "eta_seconds": 140336.82138750982, "iteration": 77459, "loss_fcos_cls": 0.2620882550254464, "loss_fcos_ctr": 0.6183018651790917, "loss_fcos_loc": 0.19380853127222508, "loss_mask": 0.27536896290257573, "loss_maskiou": 0.005702134767489042, "loss_sem_seg": 0.3082833783701062, "lr": 0.01, "mask_rcnn/accuracy": 0.8774040531499845, "mask_rcnn/false_negative": 0.09323999424687754, "mask_rcnn/false_positive": 0.15061253413166464, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.0, "time": 0.7268538288772106, "total_loss": 1.6772880676726345} {"data_time": 0.009618216194212437, "eta_seconds": 140286.68776610866, "iteration": 77479, "loss_fcos_cls": 0.26705318316817284, "loss_fcos_ctr": 0.621806912124157, "loss_fcos_loc": 0.20104141102638096, "loss_mask": 0.2750126402825117, "loss_maskiou": 0.005880659751710482, "loss_sem_seg": 0.27923607983393595, "lr": 0.01, "mask_rcnn/accuracy": 0.875132311225989, "mask_rcnn/false_negative": 0.10009438175485275, "mask_rcnn/false_positive": 0.13595971390791267, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 40.25, "time": 0.7178303673863411, "total_loss": 1.6450161959437537} {"data_time": 0.01044712495058775, "eta_seconds": 140307.66669912916, "iteration": 77499, "loss_fcos_cls": 0.27343254862353206, "loss_fcos_ctr": 0.6201963825151324, "loss_fcos_loc": 0.2045147311873734, "loss_mask": 0.27769538201391697, "loss_maskiou": 0.006353154181852005, "loss_sem_seg": 0.350808615796268, "lr": 0.01, "mask_rcnn/accuracy": 0.8819336734693878, "mask_rcnn/false_negative": 0.12380888882476793, "mask_rcnn/false_positive": 0.14561072194615465, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7332566846162081, "total_loss": 1.7530940022115828} {"data_time": 0.010035119950771332, "eta_seconds": 140313.07418865245, "iteration": 77519, "loss_fcos_cls": 0.2673781611956656, "loss_fcos_ctr": 0.6216964358463883, "loss_fcos_loc": 0.19738510670140386, "loss_mask": 0.2691963529214263, "loss_maskiou": 0.005661363757099025, "loss_sem_seg": 0.3071098420768976, "lr": 0.01, "mask_rcnn/accuracy": 0.8773675280697439, "mask_rcnn/false_negative": 0.07855490398888806, "mask_rcnn/false_positive": 0.12116544537738691, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.5, "time": 0.737637865357101, "total_loss": 1.6578019460430369} {"data_time": 0.009771768935024738, "eta_seconds": 140345.4403738128, "iteration": 77539, "loss_fcos_cls": 0.26371750026009977, "loss_fcos_ctr": 0.6247339956462383, "loss_fcos_loc": 0.20497154677286744, "loss_mask": 0.28007736057043076, "loss_maskiou": 0.0061445993414963596, "loss_sem_seg": 0.3069202429614961, "lr": 0.01, "mask_rcnn/accuracy": 0.881484468787515, "mask_rcnn/false_negative": 0.08495435163224799, "mask_rcnn/false_positive": 0.1261189809600472, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7269708197563887, "total_loss": 1.6892268068622798} {"data_time": 0.009064951911568642, "eta_seconds": 140228.3931643702, "iteration": 77559, "loss_fcos_cls": 0.2553417923627421, "loss_fcos_ctr": 0.6222569635137916, "loss_fcos_loc": 0.20518593094311655, "loss_mask": 0.282512073405087, "loss_maskiou": 0.005707095740945078, "loss_sem_seg": 0.31883058277890086, "lr": 0.01, "mask_rcnn/accuracy": 0.8937074149442107, "mask_rcnn/false_negative": 0.1103659937233123, "mask_rcnn/false_positive": 0.09887504244279453, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7176314136013389, "total_loss": 1.7480013255444646} {"data_time": 0.009125246666371822, "eta_seconds": 140213.8195139356, "iteration": 77579, "loss_fcos_cls": 0.2640533789526671, "loss_fcos_ctr": 0.6181637225672603, "loss_fcos_loc": 0.20800430385861546, "loss_mask": 0.26876484230160713, "loss_maskiou": 0.005716727624530904, "loss_sem_seg": 0.32664037309587, "lr": 0.01, "mask_rcnn/accuracy": 0.8888131768352713, "mask_rcnn/false_negative": 0.08720253761988883, "mask_rcnn/false_positive": 0.14616786634683543, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.25, "time": 0.7266909200698137, "total_loss": 1.713676561608736} {"data_time": 0.011149329133331776, "eta_seconds": 140141.40363493655, "iteration": 77599, "loss_fcos_cls": 0.28248145361430943, "loss_fcos_ctr": 0.6233738698065281, "loss_fcos_loc": 0.20253122737631202, "loss_mask": 0.27178919967263937, "loss_maskiou": 0.006234414322534576, "loss_sem_seg": 0.3255881192162633, "lr": 0.01, "mask_rcnn/accuracy": 0.892284175574992, "mask_rcnn/false_negative": 0.09854656217788095, "mask_rcnn/false_positive": 0.12895922434195597, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.724389772862196, "total_loss": 1.6796174929913832} {"data_time": 0.010121283121407032, "eta_seconds": 140184.67221306637, "iteration": 77619, "loss_fcos_cls": 0.27992728538811207, "loss_fcos_ctr": 0.6202334179542959, "loss_fcos_loc": 0.19749707751907408, "loss_mask": 0.2555757462978363, "loss_maskiou": 0.006052410346455872, "loss_sem_seg": 0.31327966367825866, "lr": 0.01, "mask_rcnn/accuracy": 0.8901817439808031, "mask_rcnn/false_negative": 0.09410200516859041, "mask_rcnn/false_positive": 0.09945951912659948, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.0, "time": 0.727877133525908, "total_loss": 1.685987174470938} {"data_time": 0.009928635321557522, "eta_seconds": 140009.7330298219, "iteration": 77639, "loss_fcos_cls": 0.26723979972302914, "loss_fcos_ctr": 0.6250993432477117, "loss_fcos_loc": 0.21122651011683047, "loss_mask": 0.2757609239779413, "loss_maskiou": 0.00574368322850205, "loss_sem_seg": 0.31639513303525746, "lr": 0.01, "mask_rcnn/accuracy": 0.8746926060830555, "mask_rcnn/false_negative": 0.09476265076319096, "mask_rcnn/false_positive": 0.1357505348738255, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7246378231793642, "total_loss": 1.7101356344064698} {"data_time": 0.00959315150976181, "eta_seconds": 139995.17605278082, "iteration": 77659, "loss_fcos_cls": 0.2858175690053031, "loss_fcos_ctr": 0.6225084187462926, "loss_fcos_loc": 0.20908265112666413, "loss_mask": 0.2702348232269287, "loss_maskiou": 0.005653750384226441, "loss_sem_seg": 0.30632402189075947, "lr": 0.01, "mask_rcnn/accuracy": 0.8719598383081657, "mask_rcnn/false_negative": 0.10706184174439234, "mask_rcnn/false_positive": 0.13989563280478265, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7286237543448806, "total_loss": 1.712674133497785} {"data_time": 0.009426344186067581, "eta_seconds": 140243.3502794439, "iteration": 77679, "loss_fcos_cls": 0.283814950613305, "loss_fcos_ctr": 0.6228377590887249, "loss_fcos_loc": 0.2020696512190625, "loss_mask": 0.28143737837672234, "loss_maskiou": 0.006057153092115186, "loss_sem_seg": 0.30137630086392164, "lr": 0.01, "mask_rcnn/accuracy": 0.8807272854651886, "mask_rcnn/false_negative": 0.09167000220440724, "mask_rcnn/false_positive": 0.1491328218650112, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.25, "time": 0.7391023114323616, "total_loss": 1.6996819249870896} {"data_time": 0.009826022200286388, "eta_seconds": 140275.56492286734, "iteration": 77699, "loss_fcos_cls": 0.27581988740712404, "loss_fcos_ctr": 0.6218436118215322, "loss_fcos_loc": 0.21037077624350786, "loss_mask": 0.2762871724553406, "loss_maskiou": 0.006169412998133339, "loss_sem_seg": 0.33429060224443674, "lr": 0.01, "mask_rcnn/accuracy": 0.8913137277765958, "mask_rcnn/false_negative": 0.09973535571101458, "mask_rcnn/false_positive": 0.12144461260510898, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.7309496207162738, "total_loss": 1.7230068357021082} {"data_time": 0.010791110806167126, "eta_seconds": 140148.84127930272, "iteration": 77719, "loss_fcos_cls": 0.2899435788858682, "loss_fcos_ctr": 0.6230214005336165, "loss_fcos_loc": 0.20614881301298738, "loss_mask": 0.2724474919959903, "loss_maskiou": 0.006408382148947567, "loss_sem_seg": 0.356464815326035, "lr": 0.01, "mask_rcnn/accuracy": 0.8679996832435857, "mask_rcnn/false_negative": 0.10699538937274211, "mask_rcnn/false_positive": 0.15624517095543441, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 29.25, "time": 0.738725645467639, "total_loss": 1.7691805035574362} {"data_time": 0.010826833546161652, "eta_seconds": 140097.2303104587, "iteration": 77739, "loss_fcos_cls": 0.26052431645803154, "loss_fcos_ctr": 0.6224321005865932, "loss_fcos_loc": 0.19197336671641096, "loss_mask": 0.2719471976161003, "loss_maskiou": 0.005632465094095096, "loss_sem_seg": 0.30393940955400467, "lr": 0.01, "mask_rcnn/accuracy": 0.8725209449977174, "mask_rcnn/false_negative": 0.10118542923944923, "mask_rcnn/false_positive": 0.1405177524492026, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.0, "time": 0.7259623119607568, "total_loss": 1.664117569112932} {"data_time": 0.009519456885755062, "eta_seconds": 140082.65666002408, "iteration": 77759, "loss_fcos_cls": 0.25795513042248785, "loss_fcos_ctr": 0.622362426482141, "loss_fcos_loc": 0.20100498432293534, "loss_mask": 0.2714675646275282, "loss_maskiou": 0.005491062445798889, "loss_sem_seg": 0.28477417794056237, "lr": 0.01, "mask_rcnn/accuracy": 0.8943402146035643, "mask_rcnn/false_negative": 0.08528528085308398, "mask_rcnn/false_positive": 0.12546581170413695, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7181333974003792, "total_loss": 1.6378731122604222} {"data_time": 0.010781011544167995, "eta_seconds": 139952.8594495207, "iteration": 77779, "loss_fcos_cls": 0.2686070768395439, "loss_fcos_ctr": 0.6166696203872561, "loss_fcos_loc": 0.20047565922141075, "loss_mask": 0.2772219693288207, "loss_maskiou": 0.006027725283274776, "loss_sem_seg": 0.31797646870836616, "lr": 0.01, "mask_rcnn/accuracy": 0.8843366485107557, "mask_rcnn/false_negative": 0.10239159793083948, "mask_rcnn/false_positive": 0.13772740894172908, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.0, "time": 0.7223422368988395, "total_loss": 1.701730579312425} {"data_time": 0.010136940516531467, "eta_seconds": 140053.50935915485, "iteration": 77799, "loss_fcos_cls": 0.24937327578663826, "loss_fcos_ctr": 0.6218508649617434, "loss_fcos_loc": 0.19798833294771612, "loss_mask": 0.26839656941592693, "loss_maskiou": 0.0055333035124931484, "loss_sem_seg": 0.2790614697150886, "lr": 0.01, "mask_rcnn/accuracy": 0.8812691405952169, "mask_rcnn/false_negative": 0.08739476182733052, "mask_rcnn/false_positive": 0.16022006058357258, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.25, "time": 0.7242920147255063, "total_loss": 1.6164717016545183} {"data_time": 0.010264502838253975, "eta_seconds": 139981.15961957444, "iteration": 77819, "loss_fcos_cls": 0.2717657459434122, "loss_fcos_ctr": 0.6196077568456531, "loss_fcos_loc": 0.1986565311672166, "loss_mask": 0.2626348305493593, "loss_maskiou": 0.006189163468661718, "loss_sem_seg": 0.3014640863984823, "lr": 0.01, "mask_rcnn/accuracy": 0.8764890551943705, "mask_rcnn/false_negative": 0.09556259044051305, "mask_rcnn/false_positive": 0.13462961629625778, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7351539954543114, "total_loss": 1.6811609663200215} {"data_time": 0.010193414054811, "eta_seconds": 139888.87906568032, "iteration": 77839, "loss_fcos_cls": 0.2633583875140175, "loss_fcos_ctr": 0.6204465813934803, "loss_fcos_loc": 0.19621073361486197, "loss_mask": 0.25437075085937977, "loss_maskiou": 0.005381105496780947, "loss_sem_seg": 0.3352912957780063, "lr": 0.01, "mask_rcnn/accuracy": 0.8794417767106842, "mask_rcnn/false_negative": 0.1109422231773748, "mask_rcnn/false_positive": 0.133615747026337, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.75, "time": 0.7327134376391768, "total_loss": 1.6604218273496372} {"data_time": 0.009558012709021568, "eta_seconds": 139840.89433283452, "iteration": 77859, "loss_fcos_cls": 0.2808186128968373, "loss_fcos_ctr": 0.6239882027730346, "loss_fcos_loc": 0.20347840478643775, "loss_mask": 0.28453911002725363, "loss_maskiou": 0.006419643941626418, "loss_sem_seg": 0.3029971607029438, "lr": 0.01, "mask_rcnn/accuracy": 0.8765500149930326, "mask_rcnn/false_negative": 0.09238015068806629, "mask_rcnn/false_positive": 0.14522054636043474, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.25, "time": 0.7190648801624775, "total_loss": 1.6737766007572645} {"data_time": 0.010288264602422714, "eta_seconds": 139884.07251650374, "iteration": 77879, "loss_fcos_cls": 0.2738595304545015, "loss_fcos_ctr": 0.6248808172531426, "loss_fcos_loc": 0.21003764076158404, "loss_mask": 0.27926897211000323, "loss_maskiou": 0.006286515897954814, "loss_sem_seg": 0.3260801201686263, "lr": 0.01, "mask_rcnn/accuracy": 0.8672603193819901, "mask_rcnn/false_negative": 0.09650713522583114, "mask_rcnn/false_positive": 0.16261215656357192, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7404649760574102, "total_loss": 1.724704055912298} {"data_time": 0.009714868851006031, "eta_seconds": 139882.62135090493, "iteration": 77899, "loss_fcos_cls": 0.2717971168458462, "loss_fcos_ctr": 0.6246555969119072, "loss_fcos_loc": 0.20672875014133751, "loss_mask": 0.2664411710575223, "loss_maskiou": 0.006381315033650026, "loss_sem_seg": 0.29560746997594833, "lr": 0.01, "mask_rcnn/accuracy": 0.8784716694188561, "mask_rcnn/false_negative": 0.07684747391402769, "mask_rcnn/false_positive": 0.16508197289809226, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.5, "time": 0.7377370344474912, "total_loss": 1.6705707824148703} {"data_time": 0.010022208094596863, "eta_seconds": 139908.32143077347, "iteration": 77919, "loss_fcos_cls": 0.255335596652003, "loss_fcos_ctr": 0.6194117553532124, "loss_fcos_loc": 0.19708791351877153, "loss_mask": 0.2602026513777673, "loss_maskiou": 0.005730629214667715, "loss_sem_seg": 0.35888427356258035, "lr": 0.01, "mask_rcnn/accuracy": 0.8767516459520253, "mask_rcnn/false_negative": 0.09915087180068333, "mask_rcnn/false_positive": 0.17654092936097537, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7288900772109628, "total_loss": 1.70007600865938} {"data_time": 0.009745855815708637, "eta_seconds": 139893.75379301328, "iteration": 77939, "loss_fcos_cls": 0.2727811639197171, "loss_fcos_ctr": 0.6186262704432011, "loss_fcos_loc": 0.19723781789070927, "loss_mask": 0.26748420111835003, "loss_maskiou": 0.005873843623248831, "loss_sem_seg": 0.27267175912857056, "lr": 0.01, "mask_rcnn/accuracy": 0.8964548319327732, "mask_rcnn/false_negative": 0.09367321555766014, "mask_rcnn/false_positive": 0.13006674480093738, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7254236163571477, "total_loss": 1.6375695368806191} {"data_time": 0.009848984889686108, "eta_seconds": 139921.78264892008, "iteration": 77959, "loss_fcos_cls": 0.27013832284137607, "loss_fcos_ctr": 0.6210945057682693, "loss_fcos_loc": 0.2060123523697257, "loss_mask": 0.2799805384129286, "loss_maskiou": 0.005746004171669483, "loss_sem_seg": 0.289552875328809, "lr": 0.01, "mask_rcnn/accuracy": 0.8808036359134149, "mask_rcnn/false_negative": 0.09299841158173311, "mask_rcnn/false_positive": 0.16527160563897692, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.5, "time": 0.7474307334050536, "total_loss": 1.6694775606665644} {"data_time": 0.010440087877213955, "eta_seconds": 139959.33374224696, "iteration": 77979, "loss_fcos_cls": 0.28036424005404115, "loss_fcos_ctr": 0.6228023176081479, "loss_fcos_loc": 0.20931176887825131, "loss_mask": 0.28711010981351137, "loss_maskiou": 0.006483159479103051, "loss_sem_seg": 0.28340886253863573, "lr": 0.01, "mask_rcnn/accuracy": 0.8858875936738332, "mask_rcnn/false_negative": 0.10019379003548748, "mask_rcnn/false_positive": 0.1415183209455393, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.5, "time": 0.7313352506607771, "total_loss": 1.6799186893185833} {"data_time": 0.0096319280564785, "eta_seconds": 139921.437350397, "iteration": 77999, "loss_fcos_cls": 0.2684423057362437, "loss_fcos_ctr": 0.6234588725492358, "loss_fcos_loc": 0.21158746420405805, "loss_mask": 0.28019262198358774, "loss_maskiou": 0.006187558967212681, "loss_sem_seg": 0.30356156872585416, "lr": 0.01, "mask_rcnn/accuracy": 0.8753355193087335, "mask_rcnn/false_negative": 0.09891648227739058, "mask_rcnn/false_positive": 0.13069704865061665, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.75, "time": 0.7176997372880578, "total_loss": 1.6677054111642065} {"data_time": 0.010817231610417366, "eta_seconds": 139835.4832419725, "iteration": 78019, "loss_fcos_cls": 0.2787159001454711, "loss_fcos_ctr": 0.6222979445010424, "loss_fcos_loc": 0.21379733009962365, "loss_mask": 0.2826318582519889, "loss_maskiou": 0.006500375326140784, "loss_sem_seg": 0.2948141423985362, "lr": 0.01, "mask_rcnn/accuracy": 0.8825021638119535, "mask_rcnn/false_negative": 0.08620834243453547, "mask_rcnn/false_positive": 0.16317118435810432, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.75, "time": 0.7249861164018512, "total_loss": 1.6997637627646327} {"data_time": 0.009762289933860302, "eta_seconds": 139892.28720277268, "iteration": 78039, "loss_fcos_cls": 0.2595207476988435, "loss_fcos_ctr": 0.6216437658295035, "loss_fcos_loc": 0.20592663623392582, "loss_mask": 0.2859281850978732, "loss_maskiou": 0.005767159367678687, "loss_sem_seg": 0.3019338804297149, "lr": 0.01, "mask_rcnn/accuracy": 0.8793387654858691, "mask_rcnn/false_negative": 0.09143784295641705, "mask_rcnn/false_positive": 0.14647544660731707, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7508847424760461, "total_loss": 1.6976437440898735} {"data_time": 0.01030104048550129, "eta_seconds": 139801.2903384529, "iteration": 78059, "loss_fcos_cls": 0.2734507794957608, "loss_fcos_ctr": 0.6202549338340759, "loss_fcos_loc": 0.19864291790872812, "loss_mask": 0.26553064584732056, "loss_maskiou": 0.00619961938355118, "loss_sem_seg": 0.28295029792934656, "lr": 0.01, "mask_rcnn/accuracy": 0.8800517177980232, "mask_rcnn/false_negative": 0.08606215315696947, "mask_rcnn/false_positive": 0.1529626791811527, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.25, "time": 0.7207340095192194, "total_loss": 1.6894183663389413} {"data_time": 0.01012809481471777, "eta_seconds": 139746.4932411993, "iteration": 78079, "loss_fcos_cls": 0.26408823067322373, "loss_fcos_ctr": 0.6226469427347183, "loss_fcos_loc": 0.1985521389869973, "loss_mask": 0.2660923218354583, "loss_maskiou": 0.005750195108703338, "loss_sem_seg": 0.3045206544920802, "lr": 0.01, "mask_rcnn/accuracy": 0.8677062851718761, "mask_rcnn/false_negative": 0.09231860866374475, "mask_rcnn/false_positive": 0.1787365273726294, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7236476372927427, "total_loss": 1.6959700984007213} {"data_time": 0.010191039182245731, "eta_seconds": 139674.92255787738, "iteration": 78099, "loss_fcos_cls": 0.26450571505120024, "loss_fcos_ctr": 0.6212318548932672, "loss_fcos_loc": 0.19671788881532848, "loss_mask": 0.28182453848421574, "loss_maskiou": 0.006051329051842913, "loss_sem_seg": 0.3008914259262383, "lr": 0.01, "mask_rcnn/accuracy": 0.8795824560333488, "mask_rcnn/false_negative": 0.07986426420386272, "mask_rcnn/false_positive": 0.1413605756515156, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 38.0, "time": 0.7083254996687174, "total_loss": 1.684855501371203} {"data_time": 0.010582312941551208, "eta_seconds": 139547.19915782008, "iteration": 78119, "loss_fcos_cls": 0.25307168532162905, "loss_fcos_ctr": 0.6186080565676093, "loss_fcos_loc": 0.19968332280404866, "loss_mask": 0.266765502281487, "loss_maskiou": 0.005593176145339385, "loss_sem_seg": 0.3198447274044156, "lr": 0.01, "mask_rcnn/accuracy": 0.8872404983514632, "mask_rcnn/false_negative": 0.08468474128815923, "mask_rcnn/false_positive": 0.13662244421237713, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7172349719330668, "total_loss": 1.6930419017589884} {"data_time": 0.010166932828724384, "eta_seconds": 139566.57240039855, "iteration": 78139, "loss_fcos_cls": 0.2766560507006943, "loss_fcos_ctr": 0.623334632255137, "loss_fcos_loc": 0.1977768381475471, "loss_mask": 0.28332272730767727, "loss_maskiou": 0.007086756275384687, "loss_sem_seg": 0.30524784745648503, "lr": 0.01, "mask_rcnn/accuracy": 0.8931713418958317, "mask_rcnn/false_negative": 0.10523573965354788, "mask_rcnn/false_positive": 0.11643009929581336, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.5, "time": 0.7387522216886282, "total_loss": 1.7252308749448275} {"data_time": 0.009916931390762329, "eta_seconds": 139619.87936647888, "iteration": 78159, "loss_fcos_cls": 0.2586784416344017, "loss_fcos_ctr": 0.6235961299389601, "loss_fcos_loc": 0.200858220923692, "loss_mask": 0.2800158094614744, "loss_maskiou": 0.005721134410123341, "loss_sem_seg": 0.2696739975363016, "lr": 0.01, "mask_rcnn/accuracy": 0.8902543517406962, "mask_rcnn/false_negative": 0.08940457163219265, "mask_rcnn/false_positive": 0.12182452451875397, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7315360130742192, "total_loss": 1.6702256879070774} {"data_time": 0.010695082135498524, "eta_seconds": 139639.19044455234, "iteration": 78179, "loss_fcos_cls": 0.2640209491364658, "loss_fcos_ctr": 0.6231034081429243, "loss_fcos_loc": 0.2024616275448352, "loss_mask": 0.2821268131956458, "loss_maskiou": 0.006064249308110448, "loss_sem_seg": 0.2815778168151155, "lr": 0.01, "mask_rcnn/accuracy": 0.8885386540980028, "mask_rcnn/false_negative": 0.09649460678571882, "mask_rcnn/false_positive": 0.13867744423920275, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.25, "time": 0.731068404391408, "total_loss": 1.6618826913327212} {"data_time": 0.009815528057515621, "eta_seconds": 139624.63112201262, "iteration": 78199, "loss_fcos_cls": 0.27057134453207254, "loss_fcos_ctr": 0.6237049717456102, "loss_fcos_loc": 0.2078885566443205, "loss_mask": 0.26591501384973526, "loss_maskiou": 0.005146090275957249, "loss_sem_seg": 0.30633354978635907, "lr": 0.01, "mask_rcnn/accuracy": 0.892964194606414, "mask_rcnn/false_negative": 0.0876106889574935, "mask_rcnn/false_positive": 0.12400494686862076, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 27.5, "time": 0.728038583882153, "total_loss": 1.6972700165060814} {"data_time": 0.01092111598700285, "eta_seconds": 139582.7317920383, "iteration": 78219, "loss_fcos_cls": 0.2584737229626626, "loss_fcos_ctr": 0.6239600814878941, "loss_fcos_loc": 0.21069147868547589, "loss_mask": 0.27617815788835287, "loss_maskiou": 0.0058854647213593125, "loss_sem_seg": 0.2896769125945866, "lr": 0.01, "mask_rcnn/accuracy": 0.8699290646994728, "mask_rcnn/false_negative": 0.10137548923645093, "mask_rcnn/false_positive": 0.15066022277731392, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.0, "time": 0.7252867985516787, "total_loss": 1.6636838054982945} {"data_time": 0.009022832848131657, "eta_seconds": 139505.8699784195, "iteration": 78239, "loss_fcos_cls": 0.263281877967529, "loss_fcos_ctr": 0.6224296679720283, "loss_fcos_loc": 0.20490075671114028, "loss_mask": 0.2685789745301008, "loss_maskiou": 0.006187576145748608, "loss_sem_seg": 0.28885105811059475, "lr": 0.01, "mask_rcnn/accuracy": 0.8825286144444741, "mask_rcnn/false_negative": 0.1025395047259749, "mask_rcnn/false_positive": 0.12630480099945643, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7214441709220409, "total_loss": 1.6450675457890611} {"data_time": 0.010703416541218758, "eta_seconds": 139522.60612470657, "iteration": 78259, "loss_fcos_cls": 0.2596528173889965, "loss_fcos_ctr": 0.6216674540191889, "loss_fcos_loc": 0.19449308165349066, "loss_mask": 0.25875614304095507, "loss_maskiou": 0.005495497287483886, "loss_sem_seg": 0.29685109155252576, "lr": 0.01, "mask_rcnn/accuracy": 0.906764726477705, "mask_rcnn/false_negative": 0.07373555010658958, "mask_rcnn/false_positive": 0.11475774097329187, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.0, "time": 0.7334500290453434, "total_loss": 1.6295203977606434} {"data_time": 0.010012907907366753, "eta_seconds": 139420.73047220986, "iteration": 78279, "loss_fcos_cls": 0.26648719632066786, "loss_fcos_ctr": 0.6161066712811589, "loss_fcos_loc": 0.19510255195200443, "loss_mask": 0.268040650524199, "loss_maskiou": 0.00564099656912731, "loss_sem_seg": 0.2955230511724949, "lr": 0.01, "mask_rcnn/accuracy": 0.8691623030791263, "mask_rcnn/false_negative": 0.10057805443584751, "mask_rcnn/false_positive": 0.15827173252643478, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.5, "time": 0.7131651239469647, "total_loss": 1.6712341558741173} {"data_time": 0.010112935677170753, "eta_seconds": 139432.0968405446, "iteration": 78299, "loss_fcos_cls": 0.27524545742198825, "loss_fcos_ctr": 0.6185807874426246, "loss_fcos_loc": 0.19968989485641941, "loss_mask": 0.263902273029089, "loss_maskiou": 0.0051148845013813116, "loss_sem_seg": 0.3280293783172965, "lr": 0.01, "mask_rcnn/accuracy": 0.8840509688723974, "mask_rcnn/false_negative": 0.10803287799336345, "mask_rcnn/false_positive": 0.11427930176221951, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.75, "time": 0.7299885926768184, "total_loss": 1.6874146968111745} {"data_time": 0.009835556149482727, "eta_seconds": 139495.86356373597, "iteration": 78319, "loss_fcos_cls": 0.2759860469959676, "loss_fcos_ctr": 0.6226642308756709, "loss_fcos_loc": 0.1991787499282509, "loss_mask": 0.27425205055624247, "loss_maskiou": 0.00603678343759384, "loss_sem_seg": 0.3195434040389955, "lr": 0.01, "mask_rcnn/accuracy": 0.8879707924409632, "mask_rcnn/false_negative": 0.09420097817617773, "mask_rcnn/false_positive": 0.12259897803696164, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.25, "time": 0.7431278070434928, "total_loss": 1.723487285154988} {"data_time": 0.010119169019162655, "eta_seconds": 139522.7158642346, "iteration": 78339, "loss_fcos_cls": 0.2609609746141359, "loss_fcos_ctr": 0.6204240815714002, "loss_fcos_loc": 0.1957227261736989, "loss_mask": 0.27045754715800285, "loss_maskiou": 0.00576609252311755, "loss_sem_seg": 0.27739410335198045, "lr": 0.01, "mask_rcnn/accuracy": 0.897889157213754, "mask_rcnn/false_negative": 0.07257294350801752, "mask_rcnn/false_positive": 0.12047080241192351, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.0, "time": 0.7365753976628184, "total_loss": 1.6485782863455825} {"data_time": 0.008942083455622196, "eta_seconds": 139508.1565416949, "iteration": 78359, "loss_fcos_cls": 0.2560786202084273, "loss_fcos_ctr": 0.6229505478404462, "loss_fcos_loc": 0.20669901196379215, "loss_mask": 0.282479589805007, "loss_maskiou": 0.005891350927413441, "loss_sem_seg": 0.2906323173083365, "lr": 0.01, "mask_rcnn/accuracy": 0.8845806903842619, "mask_rcnn/false_negative": 0.07818869630396154, "mask_rcnn/false_positive": 0.12346883776918362, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7345134671777487, "total_loss": 1.7032009474787628} {"data_time": 0.010737016797065735, "eta_seconds": 139528.04946499784, "iteration": 78379, "loss_fcos_cls": 0.2709016785956919, "loss_fcos_ctr": 0.6230620108544827, "loss_fcos_loc": 0.20918033667840064, "loss_mask": 0.2759840558283031, "loss_maskiou": 0.00647324414421746, "loss_sem_seg": 0.28622922860085964, "lr": 0.01, "mask_rcnn/accuracy": 0.8682519625110383, "mask_rcnn/false_negative": 0.11651079262879098, "mask_rcnn/false_positive": 0.13151408879724993, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.25, "time": 0.7381332842633128, "total_loss": 1.6812783124914858} {"data_time": 0.010369879193603992, "eta_seconds": 139420.73346910626, "iteration": 78399, "loss_fcos_cls": 0.2710951417684555, "loss_fcos_ctr": 0.6204263912513852, "loss_fcos_loc": 0.19999068696051836, "loss_mask": 0.254530344158411, "loss_maskiou": 0.00568899983773008, "loss_sem_seg": 0.32379606598988175, "lr": 0.01, "mask_rcnn/accuracy": 0.8850185586948061, "mask_rcnn/false_negative": 0.09215172435195848, "mask_rcnn/false_positive": 0.14222839958790573, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7150352178141475, "total_loss": 1.6903654363850364} {"data_time": 0.01014754083007574, "eta_seconds": 139329.02143440116, "iteration": 78419, "loss_fcos_cls": 0.2674872830975801, "loss_fcos_ctr": 0.6212016642093658, "loss_fcos_loc": 0.20202121429610997, "loss_mask": 0.2699785642325878, "loss_maskiou": 0.00563069673080463, "loss_sem_seg": 0.2850857882294804, "lr": 0.01, "mask_rcnn/accuracy": 0.8814952904238618, "mask_rcnn/false_negative": 0.08224114866068533, "mask_rcnn/false_positive": 0.1540503443242071, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.25, "time": 0.726147947832942, "total_loss": 1.6541839131969027} {"data_time": 0.009217445738613605, "eta_seconds": 139360.37024700548, "iteration": 78439, "loss_fcos_cls": 0.26355505222454667, "loss_fcos_ctr": 0.6238158270716667, "loss_fcos_loc": 0.20218003849731758, "loss_mask": 0.2759221810847521, "loss_maskiou": 0.0055148197134258226, "loss_sem_seg": 0.3063122099265456, "lr": 0.01, "mask_rcnn/accuracy": 0.8817099762775866, "mask_rcnn/false_negative": 0.09131181939079597, "mask_rcnn/false_positive": 0.12356060659616994, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 36.75, "time": 0.7392905298620462, "total_loss": 1.6557565072289435} {"data_time": 0.01000224705785513, "eta_seconds": 139299.93107127864, "iteration": 78459, "loss_fcos_cls": 0.26180314901284873, "loss_fcos_ctr": 0.6215778794139624, "loss_fcos_loc": 0.19748145225457847, "loss_mask": 0.28406184632331133, "loss_maskiou": 0.006357032936648466, "loss_sem_seg": 0.3347243182361126, "lr": 0.01, "mask_rcnn/accuracy": 0.87333719851577, "mask_rcnn/false_negative": 0.10095962875153439, "mask_rcnn/false_positive": 0.15281965339080222, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.75, "time": 0.7227408215403557, "total_loss": 1.7071772414346924} {"data_time": 0.009821017272770405, "eta_seconds": 139344.45168341976, "iteration": 78479, "loss_fcos_cls": 0.2589964661747217, "loss_fcos_ctr": 0.6200783578678966, "loss_fcos_loc": 0.20628108573146164, "loss_mask": 0.2588498662225902, "loss_maskiou": 0.005516165518201888, "loss_sem_seg": 0.32882321858778596, "lr": 0.01, "mask_rcnn/accuracy": 0.8789124520776053, "mask_rcnn/false_negative": 0.07790214384211461, "mask_rcnn/false_positive": 0.16019366795579637, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.5, "time": 0.7386434962972999, "total_loss": 1.6739315269514918} {"data_time": 0.009816944599151611, "eta_seconds": 139406.24128391687, "iteration": 78499, "loss_fcos_cls": 0.26403047051280737, "loss_fcos_ctr": 0.6189613277092576, "loss_fcos_loc": 0.19907466555014253, "loss_mask": 0.2918011797592044, "loss_maskiou": 0.006481804593931884, "loss_sem_seg": 0.3210447560995817, "lr": 0.01, "mask_rcnn/accuracy": 0.865875256352541, "mask_rcnn/false_negative": 0.10732290160133343, "mask_rcnn/false_positive": 0.13909612278364053, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 39.5, "time": 0.7472322033718228, "total_loss": 1.713394149155647} {"data_time": 0.010260481387376785, "eta_seconds": 139391.68196137715, "iteration": 78519, "loss_fcos_cls": 0.2547231635544449, "loss_fcos_ctr": 0.6193901337683201, "loss_fcos_loc": 0.18959518149495125, "loss_mask": 0.264317006804049, "loss_maskiou": 0.005870315799256787, "loss_sem_seg": 0.29892774019390345, "lr": 0.01, "mask_rcnn/accuracy": 0.8811524157855913, "mask_rcnn/false_negative": 0.08885338069893496, "mask_rcnn/false_positive": 0.14611613447459232, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.7412239508703351, "total_loss": 1.6308506290333753} {"data_time": 0.009523424319922924, "eta_seconds": 139377.12263883743, "iteration": 78539, "loss_fcos_cls": 0.28040115907788277, "loss_fcos_ctr": 0.6205825190991163, "loss_fcos_loc": 0.20515263406559825, "loss_mask": 0.2961838925257325, "loss_maskiou": 0.006611840028199367, "loss_sem_seg": 0.3493770696222782, "lr": 0.01, "mask_rcnn/accuracy": 0.8806906853650551, "mask_rcnn/false_negative": 0.1112063557441839, "mask_rcnn/false_positive": 0.16803741288265528, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.723775033839047, "total_loss": 1.76951089281647} {"data_time": 0.009532366879284382, "eta_seconds": 139396.98319927696, "iteration": 78559, "loss_fcos_cls": 0.28082353295758367, "loss_fcos_ctr": 0.6225053048692644, "loss_fcos_loc": 0.19672235124744475, "loss_mask": 0.259810664691031, "loss_maskiou": 0.005248977591691073, "loss_sem_seg": 0.34463160252198577, "lr": 0.01, "mask_rcnn/accuracy": 0.8860005645234683, "mask_rcnn/false_negative": 0.09891072475108476, "mask_rcnn/false_positive": 0.11451838664506844, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.5, "time": 0.7254759836941957, "total_loss": 1.6997914370149374} {"data_time": 0.010320049710571766, "eta_seconds": 139400.07874630485, "iteration": 78579, "loss_fcos_cls": 0.273342112544924, "loss_fcos_ctr": 0.6230891989544034, "loss_fcos_loc": 0.21110101835802197, "loss_mask": 0.2682382594794035, "loss_maskiou": 0.0065154934709426016, "loss_sem_seg": 0.3157622953876853, "lr": 0.01, "mask_rcnn/accuracy": 0.8866923138456413, "mask_rcnn/false_negative": 0.09084476167547392, "mask_rcnn/false_positive": 0.12908796027138164, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.5, "time": 0.7316214321181178, "total_loss": 1.6507724946532107} {"data_time": 0.01059982180595398, "eta_seconds": 139611.85338266566, "iteration": 78599, "loss_fcos_cls": 0.2636022297665477, "loss_fcos_ctr": 0.6253492329269648, "loss_fcos_loc": 0.20112241653259844, "loss_mask": 0.27125823963433504, "loss_maskiou": 0.0051261123808217235, "loss_sem_seg": 0.3024095934815705, "lr": 0.01, "mask_rcnn/accuracy": 0.8620487644137056, "mask_rcnn/false_negative": 0.10282012841998026, "mask_rcnn/false_positive": 0.14929155965992136, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7466937387362123, "total_loss": 1.6863038567826152} {"data_time": 0.010319245047867298, "eta_seconds": 139565.0091596814, "iteration": 78619, "loss_fcos_cls": 0.24976290273480117, "loss_fcos_ctr": 0.6199885690584779, "loss_fcos_loc": 0.2036773540894501, "loss_mask": 0.26409072428941727, "loss_maskiou": 0.006090710259741172, "loss_sem_seg": 0.3140349886380136, "lr": 0.01, "mask_rcnn/accuracy": 0.8731302179962894, "mask_rcnn/false_negative": 0.10700644294206474, "mask_rcnn/false_positive": 0.14725351742203258, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7274729153141379, "total_loss": 1.6700300548400264} {"data_time": 0.010663031600415707, "eta_seconds": 139646.64837762248, "iteration": 78639, "loss_fcos_cls": 0.2628070592181757, "loss_fcos_ctr": 0.6199156539514661, "loss_fcos_loc": 0.20407981798052788, "loss_mask": 0.2765284404158592, "loss_maskiou": 0.006267608136113267, "loss_sem_seg": 0.31749383453279734, "lr": 0.01, "mask_rcnn/accuracy": 0.8741524207085432, "mask_rcnn/false_negative": 0.1032000941293628, "mask_rcnn/false_positive": 0.1551082429594741, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7435507904738188, "total_loss": 1.693212872451113} {"data_time": 0.010081255808472633, "eta_seconds": 139597.29408243485, "iteration": 78659, "loss_fcos_cls": 0.2744558195117861, "loss_fcos_ctr": 0.6197447599843144, "loss_fcos_loc": 0.20402458938769996, "loss_mask": 0.28178147319704294, "loss_maskiou": 0.005961555463727564, "loss_sem_seg": 0.31281921302434057, "lr": 0.01, "mask_rcnn/accuracy": 0.8756615420033429, "mask_rcnn/false_negative": 0.11508567029392222, "mask_rcnn/false_positive": 0.132316152187362, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7254363661631942, "total_loss": 1.6765318437392125} {"data_time": 0.009537933394312859, "eta_seconds": 139572.31195742544, "iteration": 78679, "loss_fcos_cls": 0.2828032544348389, "loss_fcos_ctr": 0.62007130170241, "loss_fcos_loc": 0.20223488681949675, "loss_mask": 0.2851904947310686, "loss_maskiou": 0.00666016164177563, "loss_sem_seg": 0.30517702735960484, "lr": 0.01, "mask_rcnn/accuracy": 0.8577383185337515, "mask_rcnn/false_negative": 0.12214448580689082, "mask_rcnn/false_positive": 0.16549345544671412, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 38.0, "time": 0.7353535629808903, "total_loss": 1.6719574331655167} {"data_time": 0.010336250998079777, "eta_seconds": 139538.91131163016, "iteration": 78699, "loss_fcos_cls": 0.2772977369604632, "loss_fcos_ctr": 0.6216667343396693, "loss_fcos_loc": 0.20617606374435127, "loss_mask": 0.2675259308889508, "loss_maskiou": 0.005790463095763698, "loss_sem_seg": 0.28257700614631176, "lr": 0.01, "mask_rcnn/accuracy": 0.9071893960286818, "mask_rcnn/false_negative": 0.09001316822261157, "mask_rcnn/false_positive": 0.09652183272133139, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7238524612039328, "total_loss": 1.643539541932114} {"data_time": 0.009178468957543373, "eta_seconds": 139492.08394288365, "iteration": 78719, "loss_fcos_cls": 0.25814217212609947, "loss_fcos_ctr": 0.6213628617115319, "loss_fcos_loc": 0.19516191311413422, "loss_mask": 0.2665634364821017, "loss_maskiou": 0.005335102199751418, "loss_sem_seg": 0.3331727348268032, "lr": 0.01, "mask_rcnn/accuracy": 0.879660336356765, "mask_rcnn/false_negative": 0.08055328279502, "mask_rcnn/false_positive": 0.11131749623444587, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7342064352706075, "total_loss": 1.69877709748107} {"data_time": 0.00970050971955061, "eta_seconds": 139518.57076416817, "iteration": 78739, "loss_fcos_cls": 0.2746131541207433, "loss_fcos_ctr": 0.6222741762176156, "loss_fcos_loc": 0.21443837764672935, "loss_mask": 0.2795048374682665, "loss_maskiou": 0.0056654117070138454, "loss_sem_seg": 0.3504368830472231, "lr": 0.01, "mask_rcnn/accuracy": 0.8701888803466593, "mask_rcnn/false_negative": 0.09265511134000057, "mask_rcnn/false_positive": 0.1658071522971066, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.25, "time": 0.7358226450160146, "total_loss": 1.696110361328465} {"data_time": 0.010208512656390667, "eta_seconds": 139527.74072972126, "iteration": 78759, "loss_fcos_cls": 0.28472333610989153, "loss_fcos_ctr": 0.6199640100821853, "loss_fcos_loc": 0.20852230279706419, "loss_mask": 0.2813224969431758, "loss_maskiou": 0.006445830513257533, "loss_sem_seg": 0.3305727830156684, "lr": 0.01, "mask_rcnn/accuracy": 0.8795204146709704, "mask_rcnn/false_negative": 0.10397096248874282, "mask_rcnn/false_positive": 0.15464580779023013, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.25, "time": 0.7365096043795347, "total_loss": 1.745517704024678} {"data_time": 0.009865866042673588, "eta_seconds": 139525.64733115118, "iteration": 78779, "loss_fcos_cls": 0.27499121986329556, "loss_fcos_ctr": 0.6204998428002, "loss_fcos_loc": 0.20446781092323363, "loss_mask": 0.2760359374806285, "loss_maskiou": 0.006589785843971185, "loss_sem_seg": 0.3049875133438036, "lr": 0.01, "mask_rcnn/accuracy": 0.8921942132116004, "mask_rcnn/false_negative": 0.08448025650569535, "mask_rcnn/false_positive": 0.13234232496318388, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.7264348892495036, "total_loss": 1.6802407237773878} {"data_time": 0.01026423741132021, "eta_seconds": 139529.88757609855, "iteration": 78799, "loss_fcos_cls": 0.25811668625101447, "loss_fcos_ctr": 0.619005850981921, "loss_fcos_loc": 0.19400382949970663, "loss_mask": 0.2778092361986637, "loss_maskiou": 0.005916660637012683, "loss_sem_seg": 0.30123418709263206, "lr": 0.01, "mask_rcnn/accuracy": 0.863497990105133, "mask_rcnn/false_negative": 0.09505175930182105, "mask_rcnn/false_positive": 0.1426746119962375, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.75, "time": 0.7289250930771232, "total_loss": 1.6694388556716149} {"data_time": 0.010852462612092495, "eta_seconds": 139600.72356923204, "iteration": 78819, "loss_fcos_cls": 0.2729794601909816, "loss_fcos_ctr": 0.622026456752792, "loss_fcos_loc": 0.20147751667536795, "loss_mask": 0.2594122849404812, "loss_maskiou": 0.006037972110789269, "loss_sem_seg": 0.3020308301784098, "lr": 0.01, "mask_rcnn/accuracy": 0.8861165105577115, "mask_rcnn/false_negative": 0.09440969696898088, "mask_rcnn/false_positive": 0.12421321104764146, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7471601339057088, "total_loss": 1.6972411421775178} {"data_time": 0.0099122803658247, "eta_seconds": 139545.34936469328, "iteration": 78839, "loss_fcos_cls": 0.27004872635006905, "loss_fcos_ctr": 0.618646239861846, "loss_fcos_loc": 0.19533216825220734, "loss_mask": 0.2702737282961607, "loss_maskiou": 0.005930687453655992, "loss_sem_seg": 0.29201290011405945, "lr": 0.01, "mask_rcnn/accuracy": 0.8854606165485508, "mask_rcnn/false_negative": 0.09914383741133406, "mask_rcnn/false_positive": 0.12050089382606, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 33.75, "time": 0.724445715546608, "total_loss": 1.6413969194327365} {"data_time": 0.011071407236158848, "eta_seconds": 139583.2980583571, "iteration": 78859, "loss_fcos_cls": 0.27171838330104947, "loss_fcos_ctr": 0.6205495046451688, "loss_fcos_loc": 0.201826207106933, "loss_mask": 0.26627150643616915, "loss_maskiou": 0.005788057744211983, "loss_sem_seg": 0.29586314992047846, "lr": 0.01, "mask_rcnn/accuracy": 0.8755293367346939, "mask_rcnn/false_negative": 0.09397541926206995, "mask_rcnn/false_positive": 0.15901110395496898, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.0, "time": 0.7197310505434871, "total_loss": 1.6833927979896544} {"data_time": 0.010099253617227077, "eta_seconds": 139556.91145707574, "iteration": 78879, "loss_fcos_cls": 0.26835869217757136, "loss_fcos_ctr": 0.6200495064258575, "loss_fcos_loc": 0.2007879699813202, "loss_mask": 0.2603113204240799, "loss_maskiou": 0.0055976394687604625, "loss_sem_seg": 0.2926066964864731, "lr": 0.01, "mask_rcnn/accuracy": 0.8769883878876226, "mask_rcnn/false_negative": 0.11611989213078522, "mask_rcnn/false_positive": 0.12624539385137207, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7327928077429533, "total_loss": 1.69271693704286} {"data_time": 0.009554948657751083, "eta_seconds": 139441.07695641182, "iteration": 78899, "loss_fcos_cls": 0.2513968606945127, "loss_fcos_ctr": 0.6234682174399495, "loss_fcos_loc": 0.1995465891668573, "loss_mask": 0.28209817688912153, "loss_maskiou": 0.0056174470446421765, "loss_sem_seg": 0.3050974286161363, "lr": 0.01, "mask_rcnn/accuracy": 0.8955929673005566, "mask_rcnn/false_negative": 0.09769846494811096, "mask_rcnn/false_positive": 0.12350621597259723, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 40.75, "time": 0.7093554958701134, "total_loss": 1.6741694214142626} {"data_time": 0.009270241484045982, "eta_seconds": 139486.95027727913, "iteration": 78919, "loss_fcos_cls": 0.255112630315125, "loss_fcos_ctr": 0.620440652128309, "loss_fcos_loc": 0.20347584784030914, "loss_mask": 0.2749571856111288, "loss_maskiou": 0.005252371614915319, "loss_sem_seg": 0.29760537296533585, "lr": 0.01, "mask_rcnn/accuracy": 0.885669445305884, "mask_rcnn/false_negative": 0.09539086098288113, "mask_rcnn/false_positive": 0.1255361045913246, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.0, "time": 0.7351053040474653, "total_loss": 1.6566528790135635} {"data_time": 0.010640906170010567, "eta_seconds": 139429.02225606423, "iteration": 78939, "loss_fcos_cls": 0.28068924485705793, "loss_fcos_ctr": 0.6181512903422117, "loss_fcos_loc": 0.1948228043038398, "loss_mask": 0.269702548161149, "loss_maskiou": 0.0056811489193933085, "loss_sem_seg": 0.35926797334104776, "lr": 0.01, "mask_rcnn/accuracy": 0.9020999415391155, "mask_rcnn/false_negative": 0.08920153495557995, "mask_rcnn/false_positive": 0.10718824942758994, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.0, "time": 0.712308426387608, "total_loss": 1.7329351639018569} {"data_time": 0.009626406244933605, "eta_seconds": 139457.75073357206, "iteration": 78959, "loss_fcos_cls": 0.26727236714214087, "loss_fcos_ctr": 0.6208642888814211, "loss_fcos_loc": 0.19594964757561684, "loss_mask": 0.2519273301586509, "loss_maskiou": 0.004803114294190891, "loss_sem_seg": 0.31561227329075336, "lr": 0.01, "mask_rcnn/accuracy": 0.8979646101611267, "mask_rcnn/false_negative": 0.08652019667603857, "mask_rcnn/false_positive": 0.139007588544666, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7403910253196955, "total_loss": 1.6455842001087149} {"data_time": 0.010250798426568508, "eta_seconds": 139399.83178343903, "iteration": 78979, "loss_fcos_cls": 0.2736905321944505, "loss_fcos_ctr": 0.622031721752137, "loss_fcos_loc": 0.19911483651958406, "loss_mask": 0.27397102769464254, "loss_maskiou": 0.005395715736085549, "loss_sem_seg": 0.3027424435131252, "lr": 0.01, "mask_rcnn/accuracy": 0.8973568066467094, "mask_rcnn/false_negative": 0.08541885436057983, "mask_rcnn/false_positive": 0.12261335245397598, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7162292683497071, "total_loss": 1.6927789682085859} {"data_time": 0.011062475852668285, "eta_seconds": 139557.10798221175, "iteration": 78999, "loss_fcos_cls": 0.2730967281386256, "loss_fcos_ctr": 0.6203885059803724, "loss_fcos_loc": 0.19673487974796444, "loss_mask": 0.2739228801801801, "loss_maskiou": 0.006358794533298351, "loss_sem_seg": 0.2837182777002454, "lr": 0.01, "mask_rcnn/accuracy": 0.8813908517952636, "mask_rcnn/false_negative": 0.0976562740337948, "mask_rcnn/false_positive": 0.13749660603581265, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7467908533290029, "total_loss": 1.65325532710267} {"data_time": 0.010546444915235043, "eta_seconds": 139581.51368720364, "iteration": 79019, "loss_fcos_cls": 0.27527339721564204, "loss_fcos_ctr": 0.619833046104759, "loss_fcos_loc": 0.20155462040565908, "loss_mask": 0.2699068319052458, "loss_maskiou": 0.005406656433478929, "loss_sem_seg": 0.3075057123787701, "lr": 0.01, "mask_rcnn/accuracy": 0.8772028633736475, "mask_rcnn/false_negative": 0.12057461202397528, "mask_rcnn/false_positive": 0.15017682840160107, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.25, "time": 0.7325334008783102, "total_loss": 1.7106818889733404} {"data_time": 0.009608637541532516, "eta_seconds": 139477.81351676304, "iteration": 79039, "loss_fcos_cls": 0.2665550350211561, "loss_fcos_ctr": 0.6232548048719764, "loss_fcos_loc": 0.1980752181261778, "loss_mask": 0.2847140817902982, "loss_maskiou": 0.006492288266599644, "loss_sem_seg": 0.2948517764452845, "lr": 0.01, "mask_rcnn/accuracy": 0.8642330841345367, "mask_rcnn/false_negative": 0.09752912020525151, "mask_rcnn/false_positive": 0.1670422199145038, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 41.5, "time": 0.7219290304929018, "total_loss": 1.676277570455568} {"data_time": 0.00927443616092205, "eta_seconds": 139463.2055273289, "iteration": 79059, "loss_fcos_cls": 0.27258421620354056, "loss_fcos_ctr": 0.6211364585906267, "loss_fcos_loc": 0.20342576666735113, "loss_mask": 0.2775208493694663, "loss_maskiou": 0.005866610546945594, "loss_sem_seg": 0.3023265451192856, "lr": 0.01, "mask_rcnn/accuracy": 0.8730635769197962, "mask_rcnn/false_negative": 0.08553025475592138, "mask_rcnn/false_positive": 0.16508628347512022, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7281841989606619, "total_loss": 1.6665871204531868} {"data_time": 0.008974410593509674, "eta_seconds": 139422.64008558914, "iteration": 79079, "loss_fcos_cls": 0.2733503575436771, "loss_fcos_ctr": 0.6199153615161777, "loss_fcos_loc": 0.18796377489343286, "loss_mask": 0.27568677067756653, "loss_maskiou": 0.006441357225412503, "loss_sem_seg": 0.31289634574204683, "lr": 0.01, "mask_rcnn/accuracy": 0.8955277423469388, "mask_rcnn/false_negative": 0.08541918426292777, "mask_rcnn/false_positive": 0.1132861452234607, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.75, "time": 0.7122417753562331, "total_loss": 1.645042419571837} {"data_time": 0.00993877649307251, "eta_seconds": 139396.26704583596, "iteration": 79099, "loss_fcos_cls": 0.28397994907572865, "loss_fcos_ctr": 0.6209550038911402, "loss_fcos_loc": 0.1997619429603219, "loss_mask": 0.26984554808586836, "loss_maskiou": 0.005716622959880624, "loss_sem_seg": 0.3073609219864011, "lr": 0.01, "mask_rcnn/accuracy": 0.887108489229025, "mask_rcnn/false_negative": 0.09858981496828818, "mask_rcnn/false_positive": 0.1297539481819081, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.7206217218190432, "total_loss": 1.6705804709199583} {"data_time": 0.010855582542717457, "eta_seconds": 139476.93944073748, "iteration": 79119, "loss_fcos_cls": 0.2516619637608528, "loss_fcos_ctr": 0.6204357342794538, "loss_fcos_loc": 0.18897332262713462, "loss_mask": 0.26488433266058564, "loss_maskiou": 0.00595868393429555, "loss_sem_seg": 0.292913428042084, "lr": 0.01, "mask_rcnn/accuracy": 0.868898931674909, "mask_rcnn/false_negative": 0.10916196694353246, "mask_rcnn/false_positive": 0.16524394804053594, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7266613682731986, "total_loss": 1.6386376790142094} {"data_time": 0.009653959423303604, "eta_seconds": 139437.4138487205, "iteration": 79139, "loss_fcos_cls": 0.26632157037965953, "loss_fcos_ctr": 0.6210586987435818, "loss_fcos_loc": 0.19691708555910736, "loss_mask": 0.27040915843099356, "loss_maskiou": 0.005873020214494318, "loss_sem_seg": 0.30098346527665854, "lr": 0.01, "mask_rcnn/accuracy": 0.864067795137961, "mask_rcnn/false_negative": 0.093364938191764, "mask_rcnn/false_positive": 0.17179636488602085, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.5, "time": 0.7330119628459215, "total_loss": 1.6882703945957473} {"data_time": 0.01042198482900858, "eta_seconds": 139390.16558015812, "iteration": 79159, "loss_fcos_cls": 0.26954510621726513, "loss_fcos_ctr": 0.6203331295400858, "loss_fcos_loc": 0.1942127243091818, "loss_mask": 0.26491475757211447, "loss_maskiou": 0.005534375421120785, "loss_sem_seg": 0.2995641571469605, "lr": 0.01, "mask_rcnn/accuracy": 0.886456262192377, "mask_rcnn/false_negative": 0.08806190211574096, "mask_rcnn/false_positive": 0.1377534869020589, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7161053204908967, "total_loss": 1.6445257576051517} {"data_time": 0.011064063757658005, "eta_seconds": 139297.15324318316, "iteration": 79179, "loss_fcos_cls": 0.25839229905977845, "loss_fcos_ctr": 0.6177538393530995, "loss_fcos_loc": 0.19325859507080168, "loss_mask": 0.2606255728751421, "loss_maskiou": 0.006017850530042779, "loss_sem_seg": 0.2952599786221981, "lr": 0.01, "mask_rcnn/accuracy": 0.882578656462585, "mask_rcnn/false_negative": 0.10237645593705026, "mask_rcnn/false_positive": 0.1390230645001364, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.0, "time": 0.7275675423443317, "total_loss": 1.647911084948646} {"data_time": 0.009419383481144905, "eta_seconds": 139324.0656879684, "iteration": 79199, "loss_fcos_cls": 0.274217592086643, "loss_fcos_ctr": 0.6200071200728416, "loss_fcos_loc": 0.19394585175905377, "loss_mask": 0.2675961125642061, "loss_maskiou": 0.005850430348800728, "loss_sem_seg": 0.3150278516113758, "lr": 0.01, "mask_rcnn/accuracy": 0.8877732659519504, "mask_rcnn/false_negative": 0.0880948986631401, "mask_rcnn/false_positive": 0.13105058554060883, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.25, "time": 0.7294427184388041, "total_loss": 1.6598238090227824} {"data_time": 0.009755908511579037, "eta_seconds": 139423.29583519138, "iteration": 79219, "loss_fcos_cls": 0.2678513394203037, "loss_fcos_ctr": 0.6189630692824721, "loss_fcos_loc": 0.2023833185667172, "loss_mask": 0.26892898697406054, "loss_maskiou": 0.005959521236945875, "loss_sem_seg": 0.2899924935773015, "lr": 0.01, "mask_rcnn/accuracy": 0.902563094670729, "mask_rcnn/false_negative": 0.10487642285015118, "mask_rcnn/false_positive": 0.09624957701839816, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7410632371902466, "total_loss": 1.665800114729791} {"data_time": 0.00943968165665865, "eta_seconds": 139452.24663592502, "iteration": 79239, "loss_fcos_cls": 0.26593257766216993, "loss_fcos_ctr": 0.6194197749719024, "loss_fcos_loc": 0.19373173243366182, "loss_mask": 0.2732981676235795, "loss_maskiou": 0.006007430434692651, "loss_sem_seg": 0.30621845985297114, "lr": 0.01, "mask_rcnn/accuracy": 0.8796485260770975, "mask_rcnn/false_negative": 0.12178710703276338, "mask_rcnn/false_positive": 0.11910090409345575, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.75, "time": 0.7326613776385784, "total_loss": 1.6500684209604515} {"data_time": 0.010245846584439278, "eta_seconds": 139437.6260115169, "iteration": 79259, "loss_fcos_cls": 0.27600424480624497, "loss_fcos_ctr": 0.6231123469769955, "loss_fcos_loc": 0.20880616729846224, "loss_mask": 0.2681298106908798, "loss_maskiou": 0.006144465412944555, "loss_sem_seg": 0.30467570619657636, "lr": 0.01, "mask_rcnn/accuracy": 0.880431658505429, "mask_rcnn/false_negative": 0.09702168475122123, "mask_rcnn/false_positive": 0.1430741471557918, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.731648838147521, "total_loss": 1.6798738834040705} {"data_time": 0.009421369060873985, "eta_seconds": 139508.1406925805, "iteration": 79279, "loss_fcos_cls": 0.26993574714288116, "loss_fcos_ctr": 0.6207107454538345, "loss_fcos_loc": 0.19734574866015464, "loss_mask": 0.2698454251512885, "loss_maskiou": 0.005288519532768987, "loss_sem_seg": 0.30240220576524734, "lr": 0.01, "mask_rcnn/accuracy": 0.892729698484745, "mask_rcnn/false_negative": 0.0823888529075466, "mask_rcnn/false_positive": 0.10865227358819551, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7274396484717727, "total_loss": 1.6855955111968797} {"data_time": 0.008990618400275707, "eta_seconds": 139493.51114043966, "iteration": 79299, "loss_fcos_cls": 0.2717993468977511, "loss_fcos_ctr": 0.6211781706660986, "loss_fcos_loc": 0.1979112192057073, "loss_mask": 0.2779670897871256, "loss_maskiou": 0.005510438375495141, "loss_sem_seg": 0.2838086225092411, "lr": 0.01, "mask_rcnn/accuracy": 0.8766703109815355, "mask_rcnn/false_negative": 0.10060436657681804, "mask_rcnn/false_positive": 0.13116354973639627, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7143635749816895, "total_loss": 1.6876283594756387} {"data_time": 0.010354208759963512, "eta_seconds": 139393.76413829252, "iteration": 79319, "loss_fcos_cls": 0.27436432312242687, "loss_fcos_ctr": 0.6190258897840977, "loss_fcos_loc": 0.19950449198950082, "loss_mask": 0.2754610273987055, "loss_maskiou": 0.005633599415887147, "loss_sem_seg": 0.31785590993240476, "lr": 0.01, "mask_rcnn/accuracy": 0.8710231767125455, "mask_rcnn/false_negative": 0.10537333270142457, "mask_rcnn/false_positive": 0.13304960087440304, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 39.25, "time": 0.729018909856677, "total_loss": 1.6979863376909634} {"data_time": 0.010268340818583965, "eta_seconds": 139316.22747951467, "iteration": 79339, "loss_fcos_cls": 0.27562584285624325, "loss_fcos_ctr": 0.6239875005558133, "loss_fcos_loc": 0.21090308926068246, "loss_mask": 0.27981238439679146, "loss_maskiou": 0.005840215919306502, "loss_sem_seg": 0.28354624286293983, "lr": 0.01, "mask_rcnn/accuracy": 0.8826554059123649, "mask_rcnn/false_negative": 0.09016737572772056, "mask_rcnn/false_positive": 0.1359487732520382, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.25, "time": 0.7150730639696121, "total_loss": 1.671878129702236} {"data_time": 0.008721522055566311, "eta_seconds": 139188.94310016464, "iteration": 79359, "loss_fcos_cls": 0.2579506211914122, "loss_fcos_ctr": 0.6205776669085026, "loss_fcos_loc": 0.20552745764143765, "loss_mask": 0.26151754800230265, "loss_maskiou": 0.006026713897881564, "loss_sem_seg": 0.275377104524523, "lr": 0.01, "mask_rcnn/accuracy": 0.8986273724760317, "mask_rcnn/false_negative": 0.08162873898289263, "mask_rcnn/false_positive": 0.12882521591011772, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.7155283624306321, "total_loss": 1.6314539158338448} {"data_time": 0.00973382405936718, "eta_seconds": 139025.3615719853, "iteration": 79379, "loss_fcos_cls": 0.28698013350367546, "loss_fcos_ctr": 0.6201872173696756, "loss_fcos_loc": 0.2037128508090973, "loss_mask": 0.2678635511547327, "loss_maskiou": 0.005730319768190384, "loss_sem_seg": 0.30405439902096987, "lr": 0.01, "mask_rcnn/accuracy": 0.876282719609583, "mask_rcnn/false_negative": 0.09550398727721128, "mask_rcnn/false_positive": 0.1562946100814146, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.75, "time": 0.720778327435255, "total_loss": 1.6734821313893917} {"data_time": 0.00980494823306799, "eta_seconds": 139195.69567725528, "iteration": 79399, "loss_fcos_cls": 0.27414773567579687, "loss_fcos_ctr": 0.6246196115389466, "loss_fcos_loc": 0.20860438013914973, "loss_mask": 0.28622558433562517, "loss_maskiou": 0.0069062151305843145, "loss_sem_seg": 0.28981174482032657, "lr": 0.01, "mask_rcnn/accuracy": 0.8733360972173929, "mask_rcnn/false_negative": 0.08657531963500646, "mask_rcnn/false_positive": 0.16128787944813489, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.75, "time": 0.7368521625176072, "total_loss": 1.6975350202264963} {"data_time": 0.00987245887517929, "eta_seconds": 139181.0896997759, "iteration": 79419, "loss_fcos_cls": 0.2618562113493681, "loss_fcos_ctr": 0.6196002876386046, "loss_fcos_loc": 0.18622463895007968, "loss_mask": 0.26453960686922073, "loss_maskiou": 0.006373189404257573, "loss_sem_seg": 0.3138565218541771, "lr": 0.01, "mask_rcnn/accuracy": 0.8867189902220036, "mask_rcnn/false_negative": 0.07969172794388898, "mask_rcnn/false_positive": 0.15939062404149673, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 33.5, "time": 0.7241381080821157, "total_loss": 1.6624224326806143} {"data_time": 0.010833900421857834, "eta_seconds": 139064.2865217859, "iteration": 79439, "loss_fcos_cls": 0.26969486894086003, "loss_fcos_ctr": 0.6222056802362204, "loss_fcos_loc": 0.19873075041687116, "loss_mask": 0.26321588177233934, "loss_maskiou": 0.0058505492816038895, "loss_sem_seg": 0.3242073052097112, "lr": 0.01, "mask_rcnn/accuracy": 0.8892352407896298, "mask_rcnn/false_negative": 0.0970210335108331, "mask_rcnn/false_positive": 0.1238145384451319, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.5, "time": 0.7224610773846507, "total_loss": 1.6668596827948932} {"data_time": 0.009896915405988693, "eta_seconds": 139161.33273184858, "iteration": 79459, "loss_fcos_cls": 0.2701812954619527, "loss_fcos_ctr": 0.6218524416908622, "loss_fcos_loc": 0.20321042812429368, "loss_mask": 0.26353569608181715, "loss_maskiou": 0.005857328680576757, "loss_sem_seg": 0.29593769926577806, "lr": 0.01, "mask_rcnn/accuracy": 0.8855051613668723, "mask_rcnn/false_negative": 0.09340421514837226, "mask_rcnn/false_positive": 0.132998346162281, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.75, "time": 0.7325209947302938, "total_loss": 1.67741787821069} {"data_time": 0.01061098650097847, "eta_seconds": 139196.55880527198, "iteration": 79479, "loss_fcos_cls": 0.2764935437589884, "loss_fcos_ctr": 0.6211412632837892, "loss_fcos_loc": 0.20777298626489937, "loss_mask": 0.27431244775652885, "loss_maskiou": 0.005534575589990709, "loss_sem_seg": 0.284237002953887, "lr": 0.01, "mask_rcnn/accuracy": 0.8812215916533495, "mask_rcnn/false_negative": 0.10162910779540767, "mask_rcnn/false_positive": 0.13227881162925828, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 37.25, "time": 0.7431873958557844, "total_loss": 1.6673073763522552} {"data_time": 0.01081794872879982, "eta_seconds": 139004.57023811527, "iteration": 79499, "loss_fcos_cls": 0.2855402759741992, "loss_fcos_ctr": 0.6185870263725519, "loss_fcos_loc": 0.19574385439045727, "loss_mask": 0.2666345154866576, "loss_maskiou": 0.005726594550651498, "loss_sem_seg": 0.30814376287162304, "lr": 0.01, "mask_rcnn/accuracy": 0.9116793404520278, "mask_rcnn/false_negative": 0.0802022418520191, "mask_rcnn/false_positive": 0.1163127510828417, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 23.5, "time": 0.722295505926013, "total_loss": 1.6900352280208608} {"data_time": 0.009424354881048203, "eta_seconds": 138872.9162124358, "iteration": 79519, "loss_fcos_cls": 0.2858032346703112, "loss_fcos_ctr": 0.6200595945119858, "loss_fcos_loc": 0.2052624635398388, "loss_mask": 0.27219961304217577, "loss_maskiou": 0.006350306422973517, "loss_sem_seg": 0.2908586608245969, "lr": 0.01, "mask_rcnn/accuracy": 0.879733381786156, "mask_rcnn/false_negative": 0.09630269973618036, "mask_rcnn/false_positive": 0.1266527799679136, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7238905448466539, "total_loss": 1.660498855257174} {"data_time": 0.009596303105354309, "eta_seconds": 138975.3830799926, "iteration": 79539, "loss_fcos_cls": 0.26240724488161504, "loss_fcos_ctr": 0.6199554074555635, "loss_fcos_loc": 0.19957873970270157, "loss_mask": 0.25867293612100184, "loss_maskiou": 0.005407915246905759, "loss_sem_seg": 0.31069311359897256, "lr": 0.01, "mask_rcnn/accuracy": 0.8771262943920644, "mask_rcnn/false_negative": 0.09016630114734465, "mask_rcnn/false_positive": 0.14373486193002455, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.25, "time": 0.7526219766587019, "total_loss": 1.6845573145001254} {"data_time": 0.010150129906833172, "eta_seconds": 138997.08769890107, "iteration": 79559, "loss_fcos_cls": 0.28875578893348575, "loss_fcos_ctr": 0.623003713786602, "loss_fcos_loc": 0.20466309133917093, "loss_mask": 0.2741676811128855, "loss_maskiou": 0.006040536114596762, "loss_sem_seg": 0.3202016241848469, "lr": 0.01, "mask_rcnn/accuracy": 0.8828722342313429, "mask_rcnn/false_negative": 0.09048788582440419, "mask_rcnn/false_positive": 0.13864779443156797, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7443523099645972, "total_loss": 1.7223956170200836} {"data_time": 0.010720918886363506, "eta_seconds": 138982.4903078247, "iteration": 79579, "loss_fcos_cls": 0.2679069438017905, "loss_fcos_ctr": 0.6175832692533731, "loss_fcos_loc": 0.19642537191975862, "loss_mask": 0.26998053304851055, "loss_maskiou": 0.006203075172379613, "loss_sem_seg": 0.305885492824018, "lr": 0.01, "mask_rcnn/accuracy": 0.8837521185324388, "mask_rcnn/false_negative": 0.1144788023958883, "mask_rcnn/false_positive": 0.1327454859782211, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7353682164102793, "total_loss": 1.6614547936769668} {"data_time": 0.010446845553815365, "eta_seconds": 138931.60234280862, "iteration": 79599, "loss_fcos_cls": 0.2768084895797074, "loss_fcos_ctr": 0.6223171940073371, "loss_fcos_loc": 0.21049697161652148, "loss_mask": 0.28322173142805696, "loss_maskiou": 0.006344286281091627, "loss_sem_seg": 0.3473399570211768, "lr": 0.01, "mask_rcnn/accuracy": 0.8821504866498988, "mask_rcnn/false_negative": 0.092226333530468, "mask_rcnn/false_positive": 0.1465814279792285, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.25, "time": 0.7263589911162853, "total_loss": 1.758310087992868} {"data_time": 0.00923188216984272, "eta_seconds": 138932.92925784457, "iteration": 79619, "loss_fcos_cls": 0.2613847099710256, "loss_fcos_ctr": 0.6210493370890617, "loss_fcos_loc": 0.20306570106185973, "loss_mask": 0.2809856589883566, "loss_maskiou": 0.006304114496742841, "loss_sem_seg": 0.286136856302619, "lr": 0.01, "mask_rcnn/accuracy": 0.8757397579890069, "mask_rcnn/false_negative": 0.10827470928552924, "mask_rcnn/false_positive": 0.135483778046662, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.0, "time": 0.7391200019046664, "total_loss": 1.6599160897894762} {"data_time": 0.010227950289845467, "eta_seconds": 138888.67735385988, "iteration": 79639, "loss_fcos_cls": 0.27133589843288064, "loss_fcos_ctr": 0.6200352068990469, "loss_fcos_loc": 0.2091752029955387, "loss_mask": 0.280113497748971, "loss_maskiou": 0.0061949839582666755, "loss_sem_seg": 0.3375917421653867, "lr": 0.01, "mask_rcnn/accuracy": 0.8724889205988393, "mask_rcnn/false_negative": 0.0988842997357494, "mask_rcnn/false_positive": 0.15187242609591523, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.75, "time": 0.7349271532148123, "total_loss": 1.703162815523683} {"data_time": 0.010260597802698612, "eta_seconds": 138874.08521814365, "iteration": 79659, "loss_fcos_cls": 0.2835531826131046, "loss_fcos_ctr": 0.621861644089222, "loss_fcos_loc": 0.20599193079397082, "loss_mask": 0.28306246316060424, "loss_maskiou": 0.00662193751486484, "loss_sem_seg": 0.27660172525793314, "lr": 0.01, "mask_rcnn/accuracy": 0.8634563013517095, "mask_rcnn/false_negative": 0.10215890611183309, "mask_rcnn/false_positive": 0.16535600749006385, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 29.25, "time": 0.7275690464302897, "total_loss": 1.6901251552480971} {"data_time": 0.009625489823520184, "eta_seconds": 138873.2280265633, "iteration": 79679, "loss_fcos_cls": 0.2690928012598306, "loss_fcos_ctr": 0.6253801956772804, "loss_fcos_loc": 0.2101710448623635, "loss_mask": 0.27019848953932524, "loss_maskiou": 0.006036931517883204, "loss_sem_seg": 0.27916595386341214, "lr": 0.01, "mask_rcnn/accuracy": 0.888936199479792, "mask_rcnn/false_negative": 0.08004591029232785, "mask_rcnn/false_positive": 0.15080773652968243, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.0, "time": 0.7370717553421855, "total_loss": 1.6602321960381232} {"data_time": 0.009658708237111568, "eta_seconds": 138894.90596136637, "iteration": 79699, "loss_fcos_cls": 0.276224120054394, "loss_fcos_ctr": 0.6201387960463762, "loss_fcos_loc": 0.1991800235118717, "loss_mask": 0.2786030061542988, "loss_maskiou": 0.006734531270922162, "loss_sem_seg": 0.3145044189877808, "lr": 0.01, "mask_rcnn/accuracy": 0.8661976509353742, "mask_rcnn/false_negative": 0.1010287244806827, "mask_rcnn/false_positive": 0.16153496487108485, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.5, "time": 0.7336488403379917, "total_loss": 1.703871849582356} {"data_time": 0.009746364317834377, "eta_seconds": 138971.4421229493, "iteration": 79719, "loss_fcos_cls": 0.26949943182989955, "loss_fcos_ctr": 0.620869621168822, "loss_fcos_loc": 0.19836006045807153, "loss_mask": 0.27105725556612015, "loss_maskiou": 0.006336437261779793, "loss_sem_seg": 0.29677530378103256, "lr": 0.01, "mask_rcnn/accuracy": 0.875586323238973, "mask_rcnn/false_negative": 0.10688067481914867, "mask_rcnn/false_positive": 0.14837588307385974, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.5, "time": 0.7460752008482814, "total_loss": 1.6845659352111397} {"data_time": 0.009806439280509949, "eta_seconds": 138888.35077156592, "iteration": 79739, "loss_fcos_cls": 0.26704498706385493, "loss_fcos_ctr": 0.6203522640280426, "loss_fcos_loc": 0.203560535737779, "loss_mask": 0.2742115715518594, "loss_maskiou": 0.006541066475620028, "loss_sem_seg": 0.3304931940510869, "lr": 0.01, "mask_rcnn/accuracy": 0.873789873092094, "mask_rcnn/false_negative": 0.10963686207142487, "mask_rcnn/false_positive": 0.14652901089444575, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.75, "time": 0.7263373648747802, "total_loss": 1.6843436859926442} {"data_time": 0.010335215367376804, "eta_seconds": 138851.1137881372, "iteration": 79759, "loss_fcos_cls": 0.263362082419917, "loss_fcos_ctr": 0.6204197909682989, "loss_fcos_loc": 0.2077289684675634, "loss_mask": 0.27099947817623615, "loss_maskiou": 0.006489216902991757, "loss_sem_seg": 0.2896040352061391, "lr": 0.01, "mask_rcnn/accuracy": 0.9045206085307687, "mask_rcnn/false_negative": 0.09326141376087711, "mask_rcnn/false_positive": 0.12518337696729434, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.0, "time": 0.7352697104215622, "total_loss": 1.6957136717464891} {"data_time": 0.00992491189390421, "eta_seconds": 138895.03652853426, "iteration": 79779, "loss_fcos_cls": 0.2612746995873749, "loss_fcos_ctr": 0.6216846560128033, "loss_fcos_loc": 0.19887395156547427, "loss_mask": 0.2707355786114931, "loss_maskiou": 0.006301054178038612, "loss_sem_seg": 0.29615644784644246, "lr": 0.01, "mask_rcnn/accuracy": 0.8774044572725997, "mask_rcnn/false_negative": 0.10623088355779306, "mask_rcnn/false_positive": 0.14971401658490918, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.7465033093467355, "total_loss": 1.685111332728411} {"data_time": 0.010267400182783604, "eta_seconds": 138913.01424328797, "iteration": 79799, "loss_fcos_cls": 0.25983427138999104, "loss_fcos_ctr": 0.6227959776297212, "loss_fcos_loc": 0.19580309349112213, "loss_mask": 0.2618559799157083, "loss_maskiou": 0.005957783927442506, "loss_sem_seg": 0.29505310114473104, "lr": 0.01, "mask_rcnn/accuracy": 0.8974194538926681, "mask_rcnn/false_negative": 0.0777773009718858, "mask_rcnn/false_positive": 0.14949971447910082, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.75, "time": 0.7388687673956156, "total_loss": 1.6419702498533297} {"data_time": 0.010158996097743511, "eta_seconds": 138865.8294406673, "iteration": 79819, "loss_fcos_cls": 0.2779145776294172, "loss_fcos_ctr": 0.6224400494247675, "loss_fcos_loc": 0.20586663496214896, "loss_mask": 0.2721767593175173, "loss_maskiou": 0.006279230161453597, "loss_sem_seg": 0.3212808626703918, "lr": 0.01, "mask_rcnn/accuracy": 0.8786899594830075, "mask_rcnn/false_negative": 0.09410221601776153, "mask_rcnn/false_positive": 0.1489961536435706, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 39.5, "time": 0.7445839047431946, "total_loss": 1.702099339938286} {"data_time": 0.010331079363822937, "eta_seconds": 138815.35191695485, "iteration": 79839, "loss_fcos_cls": 0.2710277665173635, "loss_fcos_ctr": 0.6212337296456099, "loss_fcos_loc": 0.20212773734238, "loss_mask": 0.2754766494035721, "loss_maskiou": 0.005761496293416712, "loss_sem_seg": 0.2564986532088369, "lr": 0.01, "mask_rcnn/accuracy": 0.8720663618437408, "mask_rcnn/false_negative": 0.10111133843472195, "mask_rcnn/false_positive": 0.13414441569750057, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.75, "time": 0.729217859916389, "total_loss": 1.6619361582561396} {"data_time": 0.010624760761857033, "eta_seconds": 138869.19333354197, "iteration": 79859, "loss_fcos_cls": 0.2835074788890779, "loss_fcos_ctr": 0.6207179990597069, "loss_fcos_loc": 0.20316578820347786, "loss_mask": 0.27201214944943786, "loss_maskiou": 0.005501478008227423, "loss_sem_seg": 0.32332330266945064, "lr": 0.01, "mask_rcnn/accuracy": 0.8804956104063246, "mask_rcnn/false_negative": 0.10278026246757219, "mask_rcnn/false_positive": 0.12702362150977514, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.75, "time": 0.7463436182588339, "total_loss": 1.7097396492536063} {"data_time": 0.010338345542550087, "eta_seconds": 138869.65450825728, "iteration": 79879, "loss_fcos_cls": 0.2619964834302664, "loss_fcos_ctr": 0.6228949180804193, "loss_fcos_loc": 0.19899474130943418, "loss_mask": 0.2747488161548972, "loss_maskiou": 0.005721789937524591, "loss_sem_seg": 0.29325606813654304, "lr": 0.01, "mask_rcnn/accuracy": 0.8805087495524525, "mask_rcnn/false_negative": 0.09282469128446516, "mask_rcnn/false_positive": 0.14462736617089217, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7408704124391079, "total_loss": 1.6560050691768993} {"data_time": 0.009155585430562496, "eta_seconds": 138889.7025810331, "iteration": 79899, "loss_fcos_cls": 0.26972518383990973, "loss_fcos_ctr": 0.623357031494379, "loss_fcos_loc": 0.20264483470236883, "loss_mask": 0.26967670395970345, "loss_maskiou": 0.0055839985579950735, "loss_sem_seg": 0.30190841061994433, "lr": 0.01, "mask_rcnn/accuracy": 0.8755408413365346, "mask_rcnn/false_negative": 0.10859119261058683, "mask_rcnn/false_positive": 0.12514661526804863, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.7218875791877508, "total_loss": 1.6636172945145518} {"data_time": 0.010858708992600441, "eta_seconds": 138863.5121238716, "iteration": 79919, "loss_fcos_cls": 0.26733265863731503, "loss_fcos_ctr": 0.6190029005520046, "loss_fcos_loc": 0.1923944945447147, "loss_mask": 0.2598495529964566, "loss_maskiou": 0.005019962733058492, "loss_sem_seg": 0.3172234706580639, "lr": 0.01, "mask_rcnn/accuracy": 0.8906644430420252, "mask_rcnn/false_negative": 0.09071692993833279, "mask_rcnn/false_positive": 0.1302692032672867, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.5, "time": 0.7402213560417295, "total_loss": 1.64146339630679} {"data_time": 0.009256009012460709, "eta_seconds": 138945.5334028341, "iteration": 79939, "loss_fcos_cls": 0.27365638548508286, "loss_fcos_ctr": 0.6204081196337938, "loss_fcos_loc": 0.2030431202147156, "loss_mask": 0.27879482693970203, "loss_maskiou": 0.0058654942840803415, "loss_sem_seg": 0.2794830580241978, "lr": 0.01, "mask_rcnn/accuracy": 0.862102721147262, "mask_rcnn/false_negative": 0.11099529845905814, "mask_rcnn/false_positive": 0.16830266313495465, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.0, "time": 0.7506867852061987, "total_loss": 1.653179726730741} {"data_time": 0.010143093764781952, "eta_seconds": 138981.75672535412, "iteration": 79959, "loss_fcos_cls": 0.2605270597850904, "loss_fcos_ctr": 0.6181097547523677, "loss_fcos_loc": 0.1990092012565583, "loss_mask": 0.2817512657493353, "loss_maskiou": 0.006358360278682085, "loss_sem_seg": 0.2988173603080213, "lr": 0.01, "mask_rcnn/accuracy": 0.9134538896203643, "mask_rcnn/false_negative": 0.0646088425553688, "mask_rcnn/false_positive": 0.12064403537279918, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7526726657524705, "total_loss": 1.676795139839669} {"data_time": 0.009768113493919373, "eta_seconds": 139004.05979145505, "iteration": 79979, "loss_fcos_cls": 0.2699224278330803, "loss_fcos_ctr": 0.6229805531911552, "loss_fcos_loc": 0.20266506634652615, "loss_mask": 0.25593648478388786, "loss_maskiou": 0.005445810216770042, "loss_sem_seg": 0.2711627730168402, "lr": 0.01, "mask_rcnn/accuracy": 0.8851700360595366, "mask_rcnn/false_negative": 0.10099715024230832, "mask_rcnn/false_positive": 0.13697666065874373, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 35.5, "time": 0.732866152189672, "total_loss": 1.6114447695435956} {"data_time": 0.009574769996106625, "eta_seconds": 138914.572242653, "iteration": 79999, "loss_fcos_cls": 0.2656829988118261, "loss_fcos_ctr": 0.6185845378786325, "loss_fcos_loc": 0.19292552181286737, "loss_mask": 0.2736047953367233, "loss_maskiou": 0.006285526029387256, "loss_sem_seg": 0.2917212687898427, "lr": 0.01, "mask_rcnn/accuracy": 0.8821894148095073, "mask_rcnn/false_negative": 0.10575171022278787, "mask_rcnn/false_positive": 0.12735491019401873, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.7302392832934856, "total_loss": 1.6617750923105632} {"data_time": 0.009885176084935665, "eta_seconds": 138887.0487969853, "iteration": 80019, "loss_fcos_cls": 0.2716961349360645, "loss_fcos_ctr": 0.621632213704288, "loss_fcos_loc": 0.19180575339123607, "loss_mask": 0.27482851780951023, "loss_maskiou": 0.006558735214639455, "loss_sem_seg": 0.30897463858127594, "lr": 0.01, "mask_rcnn/accuracy": 0.874294887368867, "mask_rcnn/false_negative": 0.10412411364740165, "mask_rcnn/false_positive": 0.15336531704451467, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 26.5, "time": 0.7304009338840842, "total_loss": 1.6830769388107} {"data_time": 0.009885519742965698, "eta_seconds": 138872.4276455231, "iteration": 80039, "loss_fcos_cls": 0.27961812110152096, "loss_fcos_ctr": 0.6190293068066239, "loss_fcos_loc": 0.19826464471407235, "loss_mask": 0.2641087146475911, "loss_maskiou": 0.00623084470134927, "loss_sem_seg": 0.32772620394825935, "lr": 0.01, "mask_rcnn/accuracy": 0.8822883592934292, "mask_rcnn/false_negative": 0.07880838826461631, "mask_rcnn/false_positive": 0.14859775191133823, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7252597883343697, "total_loss": 1.6816448946628952} {"data_time": 0.009511850774288177, "eta_seconds": 138846.33034392912, "iteration": 80059, "loss_fcos_cls": 0.26805276959203184, "loss_fcos_ctr": 0.6252270303666592, "loss_fcos_loc": 0.21570825320668519, "loss_mask": 0.2799466075375676, "loss_maskiou": 0.005706497424398549, "loss_sem_seg": 0.3069754447788, "lr": 0.01, "mask_rcnn/accuracy": 0.8780007195185766, "mask_rcnn/false_negative": 0.11790974417481837, "mask_rcnn/false_positive": 0.14963604380327833, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.5, "time": 0.7219650242477655, "total_loss": 1.7020507826109679} {"data_time": 0.009537545964121819, "eta_seconds": 138831.71040085796, "iteration": 80079, "loss_fcos_cls": 0.26613352890126407, "loss_fcos_ctr": 0.6208018502220511, "loss_fcos_loc": 0.19500349112786353, "loss_mask": 0.2738085761666298, "loss_maskiou": 0.006363535605487414, "loss_sem_seg": 0.3188159544952214, "lr": 0.01, "mask_rcnn/accuracy": 0.8850103021978022, "mask_rcnn/false_negative": 0.09097479194438095, "mask_rcnn/false_positive": 0.14108996057641043, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7180723240599036, "total_loss": 1.6911044271982973} {"data_time": 0.010217372328042984, "eta_seconds": 138800.04407142568, "iteration": 80099, "loss_fcos_cls": 0.2598725660936907, "loss_fcos_ctr": 0.6200935114175081, "loss_fcos_loc": 0.19319615478161722, "loss_mask": 0.26766311936080456, "loss_maskiou": 0.0058827286993619055, "loss_sem_seg": 0.3079573786817491, "lr": 0.01, "mask_rcnn/accuracy": 0.8826276478333269, "mask_rcnn/false_negative": 0.14511370516145533, "mask_rcnn/false_positive": 0.11524679511392473, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.25, "time": 0.7230229815468192, "total_loss": 1.6517567630726262} {"data_time": 0.009518654085695744, "eta_seconds": 138802.47051471565, "iteration": 80119, "loss_fcos_cls": 0.25689551467075944, "loss_fcos_ctr": 0.6180424354970455, "loss_fcos_loc": 0.19001074868720025, "loss_mask": 0.26602008286863565, "loss_maskiou": 0.005635323119349778, "loss_sem_seg": 0.2891979101113975, "lr": 0.01, "mask_rcnn/accuracy": 0.8838394061553955, "mask_rcnn/false_negative": 0.09133735916328044, "mask_rcnn/false_positive": 0.1581959233671154, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7380437077954412, "total_loss": 1.6339587081747595} {"data_time": 0.010420681908726692, "eta_seconds": 138770.80777586717, "iteration": 80139, "loss_fcos_cls": 0.26619397732429206, "loss_fcos_ctr": 0.6225254647433758, "loss_fcos_loc": 0.203047891613096, "loss_mask": 0.2712826346978545, "loss_maskiou": 0.005808467994938837, "loss_sem_seg": 0.2839577361010015, "lr": 0.01, "mask_rcnn/accuracy": 0.8893373611798718, "mask_rcnn/false_negative": 0.09289511216887365, "mask_rcnn/false_positive": 0.1279030169404831, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7188470317050815, "total_loss": 1.6401593039699947} {"data_time": 0.009197192266583443, "eta_seconds": 138760.79429086018, "iteration": 80159, "loss_fcos_cls": 0.25761033478192985, "loss_fcos_ctr": 0.62283635744825, "loss_fcos_loc": 0.2040937456768006, "loss_mask": 0.2669665366411209, "loss_maskiou": 0.0054775171156506985, "loss_sem_seg": 0.29580745566636324, "lr": 0.01, "mask_rcnn/accuracy": 0.8869394361561072, "mask_rcnn/false_negative": 0.1009770945900409, "mask_rcnn/false_positive": 0.14296259933987993, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7252166988328099, "total_loss": 1.6408886837452883} {"data_time": 0.009510082192718983, "eta_seconds": 138758.61068550218, "iteration": 80179, "loss_fcos_cls": 0.2649891646578908, "loss_fcos_ctr": 0.6206372147426009, "loss_fcos_loc": 0.203774553257972, "loss_mask": 0.2757475068792701, "loss_maskiou": 0.006141488709545229, "loss_sem_seg": 0.28369674645364285, "lr": 0.01, "mask_rcnn/accuracy": 0.8810144091883328, "mask_rcnn/false_negative": 0.09151424998941982, "mask_rcnn/false_positive": 0.15405827626910384, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.25, "time": 0.7303521893918514, "total_loss": 1.7044543610245455} {"data_time": 0.009215866215527058, "eta_seconds": 138731.55702508707, "iteration": 80199, "loss_fcos_cls": 0.26066684490069747, "loss_fcos_ctr": 0.6215617842972279, "loss_fcos_loc": 0.19718824711162597, "loss_mask": 0.2761519346386194, "loss_maskiou": 0.005998190987156704, "loss_sem_seg": 0.31535153603181243, "lr": 0.01, "mask_rcnn/accuracy": 0.8941730101131362, "mask_rcnn/false_negative": 0.08943969709242178, "mask_rcnn/false_positive": 0.1209942999068168, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.5, "time": 0.7225224766880274, "total_loss": 1.686696683307673} {"data_time": 0.009293523617088795, "eta_seconds": 138695.9199532671, "iteration": 80219, "loss_fcos_cls": 0.27445679751690477, "loss_fcos_ctr": 0.6211178824305534, "loss_fcos_loc": 0.2075942330993712, "loss_mask": 0.2716003907844424, "loss_maskiou": 0.0064277039127773605, "loss_sem_seg": 0.29408820485696197, "lr": 0.01, "mask_rcnn/accuracy": 0.8825333502195205, "mask_rcnn/false_negative": 0.08052561795894414, "mask_rcnn/false_positive": 0.17343978241442026, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.5, "time": 0.7278909664601088, "total_loss": 1.6726566594297765} {"data_time": 0.010207935236394405, "eta_seconds": 138657.0446932437, "iteration": 80239, "loss_fcos_cls": 0.26468729600310326, "loss_fcos_ctr": 0.6212703501805663, "loss_fcos_loc": 0.19803274585865438, "loss_mask": 0.2750127827748656, "loss_maskiou": 0.005476826001540758, "loss_sem_seg": 0.2871935237199068, "lr": 0.01, "mask_rcnn/accuracy": 0.8708622840583602, "mask_rcnn/false_negative": 0.12107213706269421, "mask_rcnn/false_positive": 0.1293432948749778, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.0, "time": 0.7284198179841042, "total_loss": 1.6413370211157599} {"data_time": 0.010065739043056965, "eta_seconds": 138683.09888919163, "iteration": 80259, "loss_fcos_cls": 0.2743758575525135, "loss_fcos_ctr": 0.6181806540116668, "loss_fcos_loc": 0.20078418217599392, "loss_mask": 0.2705288678407669, "loss_maskiou": 0.0053217312233755365, "loss_sem_seg": 0.25339940609410405, "lr": 0.01, "mask_rcnn/accuracy": 0.8763995354746594, "mask_rcnn/false_negative": 0.10454659087204446, "mask_rcnn/false_positive": 0.14718961675319953, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.0, "time": 0.7394062858074903, "total_loss": 1.6164465466717957} {"data_time": 0.009993840008974075, "eta_seconds": 138652.0706996685, "iteration": 80279, "loss_fcos_cls": 0.27234865305945277, "loss_fcos_ctr": 0.6192242223769426, "loss_fcos_loc": 0.19453459326177835, "loss_mask": 0.2620293633081019, "loss_maskiou": 0.0057897177612176165, "loss_sem_seg": 0.27059756813105196, "lr": 0.01, "mask_rcnn/accuracy": 0.8968049569790406, "mask_rcnn/false_negative": 0.07986247230128185, "mask_rcnn/false_positive": 0.12289263765478176, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.5, "time": 0.729050250723958, "total_loss": 1.6287377188564278} {"data_time": 0.011209058575332165, "eta_seconds": 138653.86259363312, "iteration": 80299, "loss_fcos_cls": 0.2551389108411968, "loss_fcos_ctr": 0.6226384080946445, "loss_fcos_loc": 0.20352675067260861, "loss_mask": 0.2666753111407161, "loss_maskiou": 0.0059179811214562505, "loss_sem_seg": 0.3079004934988916, "lr": 0.01, "mask_rcnn/accuracy": 0.8819974547978013, "mask_rcnn/false_negative": 0.0960357073168002, "mask_rcnn/false_positive": 0.14902783095281602, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7338119316846132, "total_loss": 1.6659924791310914} {"data_time": 0.009598677046597004, "eta_seconds": 138656.27108400408, "iteration": 80319, "loss_fcos_cls": 0.26421896868851036, "loss_fcos_ctr": 0.6208200352266431, "loss_fcos_loc": 0.20037262793630362, "loss_mask": 0.276092984713614, "loss_maskiou": 0.005690271194907837, "loss_sem_seg": 0.3131801262497902, "lr": 0.01, "mask_rcnn/accuracy": 0.8936175431711146, "mask_rcnn/false_negative": 0.06197314548470595, "mask_rcnn/false_positive": 0.14241058006826457, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.0, "time": 0.7348348386585712, "total_loss": 1.687231637775767} {"data_time": 0.010788040235638618, "eta_seconds": 138788.91186305787, "iteration": 80339, "loss_fcos_cls": 0.2808606136823073, "loss_fcos_ctr": 0.620504654943943, "loss_fcos_loc": 0.19969393080100417, "loss_mask": 0.25096888933330774, "loss_maskiou": 0.005048281738709193, "loss_sem_seg": 0.2879583421163261, "lr": 0.01, "mask_rcnn/accuracy": 0.8930124692583165, "mask_rcnn/false_negative": 0.08817546394805292, "mask_rcnn/false_positive": 0.12597452830929046, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7427354389801621, "total_loss": 1.6496978154900717} {"data_time": 0.012016535736620426, "eta_seconds": 138871.52556629572, "iteration": 80359, "loss_fcos_cls": 0.27213196572847664, "loss_fcos_ctr": 0.6208135252818465, "loss_fcos_loc": 0.1999788254033774, "loss_mask": 0.2636460065841675, "loss_maskiou": 0.00577556199641549, "loss_sem_seg": 0.30916015012189746, "lr": 0.01, "mask_rcnn/accuracy": 0.8919727238377853, "mask_rcnn/false_negative": 0.08433947259546913, "mask_rcnn/false_positive": 0.14746735137029632, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.5, "time": 0.7308581583201885, "total_loss": 1.67756280991307} {"data_time": 0.009957882575690746, "eta_seconds": 138961.21783304773, "iteration": 80379, "loss_fcos_cls": 0.25449106749147177, "loss_fcos_ctr": 0.6193717033602297, "loss_fcos_loc": 0.19708948931656778, "loss_mask": 0.27432665415108204, "loss_maskiou": 0.005832419934449717, "loss_sem_seg": 0.2900276267901063, "lr": 0.01, "mask_rcnn/accuracy": 0.8891006402561025, "mask_rcnn/false_negative": 0.09046893199247788, "mask_rcnn/false_positive": 0.1433650168409255, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.25, "time": 0.733271568082273, "total_loss": 1.6511215030041058} {"data_time": 0.010266076773405075, "eta_seconds": 138898.42953754682, "iteration": 80399, "loss_fcos_cls": 0.26547299954108894, "loss_fcos_ctr": 0.618891024030745, "loss_fcos_loc": 0.20007440191693604, "loss_mask": 0.2707307683303952, "loss_maskiou": 0.005879352494957857, "loss_sem_seg": 0.2948711630888283, "lr": 0.01, "mask_rcnn/accuracy": 0.8761716730283768, "mask_rcnn/false_negative": 0.11333084608857114, "mask_rcnn/false_positive": 0.12994173050450641, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.0, "time": 0.7309381021186709, "total_loss": 1.6587283490225673} {"data_time": 0.010267341509461403, "eta_seconds": 138895.58575609513, "iteration": 80419, "loss_fcos_cls": 0.27791917719878256, "loss_fcos_ctr": 0.6251145540736616, "loss_fcos_loc": 0.21150944312103093, "loss_mask": 0.2913894266821444, "loss_maskiou": 0.0071173636097228155, "loss_sem_seg": 0.2914394058752805, "lr": 0.01, "mask_rcnn/accuracy": 0.8473582141189809, "mask_rcnn/false_negative": 0.11094331184858411, "mask_rcnn/false_positive": 0.19840469537980537, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 35.5, "time": 0.743408746086061, "total_loss": 1.701135871509905} {"data_time": 0.009822120890021324, "eta_seconds": 138883.06213296857, "iteration": 80439, "loss_fcos_cls": 0.2664499129168689, "loss_fcos_ctr": 0.6197435138747096, "loss_fcos_loc": 0.2008205521851778, "loss_mask": 0.26648187171667814, "loss_maskiou": 0.005253396062471438, "loss_sem_seg": 0.31264968565665185, "lr": 0.01, "mask_rcnn/accuracy": 0.8989794458973521, "mask_rcnn/false_negative": 0.07712260517490906, "mask_rcnn/false_positive": 0.11750987411241177, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.75, "time": 0.7283409629017115, "total_loss": 1.6797010670270538} {"data_time": 0.010047332383692265, "eta_seconds": 138868.40900683682, "iteration": 80459, "loss_fcos_cls": 0.2718073697760701, "loss_fcos_ctr": 0.6254213862121105, "loss_fcos_loc": 0.21495999535545707, "loss_mask": 0.2850721972063184, "loss_maskiou": 0.006263348048378248, "loss_sem_seg": 0.3022537911310792, "lr": 0.01, "mask_rcnn/accuracy": 0.8776698851583644, "mask_rcnn/false_negative": 0.10682554634500932, "mask_rcnn/false_positive": 0.1577100576114161, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.7243188703432679, "total_loss": 1.6950900447372987} {"data_time": 0.010772058740258217, "eta_seconds": 138828.46762974467, "iteration": 80479, "loss_fcos_cls": 0.2728733259718865, "loss_fcos_ctr": 0.6216545347124338, "loss_fcos_loc": 0.20607738324906677, "loss_mask": 0.28395132068544626, "loss_maskiou": 0.00660999069805257, "loss_sem_seg": 0.3203927995637059, "lr": 0.01, "mask_rcnn/accuracy": 0.8703536047286047, "mask_rcnn/false_negative": 0.08933283866368426, "mask_rcnn/false_positive": 0.1329132683232333, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7184342099353671, "total_loss": 1.6988783124979818} {"data_time": 0.010168420150876045, "eta_seconds": 138833.02949909773, "iteration": 80499, "loss_fcos_cls": 0.27007449441589415, "loss_fcos_ctr": 0.6186551284044981, "loss_fcos_loc": 0.19524595816619694, "loss_mask": 0.2849328266456723, "loss_maskiou": 0.006232125189853832, "loss_sem_seg": 0.30146920518018305, "lr": 0.01, "mask_rcnn/accuracy": 0.8928182272086467, "mask_rcnn/false_negative": 0.08034782445196756, "mask_rcnn/false_positive": 0.1402569505652833, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7289226548746228, "total_loss": 1.7245074203819968} {"data_time": 0.009599809534847736, "eta_seconds": 138824.4496284416, "iteration": 80519, "loss_fcos_cls": 0.2820055587217212, "loss_fcos_ctr": 0.6236346112564206, "loss_fcos_loc": 0.20838812412694097, "loss_mask": 0.27740510553121567, "loss_maskiou": 0.006570189478225075, "loss_sem_seg": 0.2983474927023053, "lr": 0.01, "mask_rcnn/accuracy": 0.8759798473844984, "mask_rcnn/false_negative": 0.08542837196668346, "mask_rcnn/false_positive": 0.15171747135907787, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7355219004675746, "total_loss": 1.7083602201309986} {"data_time": 0.009831545874476433, "eta_seconds": 138768.09464970604, "iteration": 80539, "loss_fcos_cls": 0.2611155896447599, "loss_fcos_ctr": 0.6246046656742692, "loss_fcos_loc": 0.207690313749481, "loss_mask": 0.27785890456289053, "loss_maskiou": 0.0058337951195426285, "loss_sem_seg": 0.3136561312712729, "lr": 0.01, "mask_rcnn/accuracy": 0.9127777728865489, "mask_rcnn/false_negative": 0.09326255291107147, "mask_rcnn/false_positive": 0.10956435156420224, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.5, "time": 0.7139099026098847, "total_loss": 1.703830227454091} {"data_time": 0.010864779353141785, "eta_seconds": 138627.92167208623, "iteration": 80559, "loss_fcos_cls": 0.2829250390641391, "loss_fcos_ctr": 0.6217855094000697, "loss_fcos_loc": 0.20584204711485654, "loss_mask": 0.27048438135534525, "loss_maskiou": 0.005719687655073358, "loss_sem_seg": 0.27616199385374784, "lr": 0.01, "mask_rcnn/accuracy": 0.8962341208884987, "mask_rcnn/false_negative": 0.0812757933074566, "mask_rcnn/false_positive": 0.12298928796522798, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.7256705248728395, "total_loss": 1.6798009386220656} {"data_time": 0.010370074771344662, "eta_seconds": 138683.35001131054, "iteration": 80579, "loss_fcos_cls": 0.27878867369145155, "loss_fcos_ctr": 0.6234875041991472, "loss_fcos_loc": 0.2133811446838081, "loss_mask": 0.27406932413578033, "loss_maskiou": 0.006008239011862315, "loss_sem_seg": 0.3196883730124682, "lr": 0.01, "mask_rcnn/accuracy": 0.8765898115606321, "mask_rcnn/false_negative": 0.11075131103174371, "mask_rcnn/false_positive": 0.13915902186132673, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.0, "time": 0.7421066518872976, "total_loss": 1.7344774660887197} {"data_time": 0.010300805792212486, "eta_seconds": 138740.56488484796, "iteration": 80599, "loss_fcos_cls": 0.2692836101632565, "loss_fcos_ctr": 0.624486094340682, "loss_fcos_loc": 0.21514207939617336, "loss_mask": 0.2736959052272141, "loss_maskiou": 0.005598633848421741, "loss_sem_seg": 0.30153534188866615, "lr": 0.01, "mask_rcnn/accuracy": 0.9056830719078238, "mask_rcnn/false_negative": 0.09011451371133347, "mask_rcnn/false_positive": 0.10821711755557273, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.0, "time": 0.751934677362442, "total_loss": 1.7035704643640202} {"data_time": 0.010702895931899548, "eta_seconds": 138604.2780753225, "iteration": 80619, "loss_fcos_cls": 0.26934557128697634, "loss_fcos_ctr": 0.6177586410194635, "loss_fcos_loc": 0.20255909522529691, "loss_mask": 0.26791450288146734, "loss_maskiou": 0.006548534602188738, "loss_sem_seg": 0.276114942971617, "lr": 0.01, "mask_rcnn/accuracy": 0.8804499072356216, "mask_rcnn/false_negative": 0.10902000819079595, "mask_rcnn/false_positive": 0.1339125722398678, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7153436690568924, "total_loss": 1.6623104480859183} {"data_time": 0.010584259405732155, "eta_seconds": 138516.89618706238, "iteration": 80639, "loss_fcos_cls": 0.2694014832377434, "loss_fcos_ctr": 0.6205205908045173, "loss_fcos_loc": 0.20408415794372559, "loss_mask": 0.25964806135743856, "loss_maskiou": 0.005675919950590469, "loss_sem_seg": 0.328578666318208, "lr": 0.01, "mask_rcnn/accuracy": 0.8883705357142857, "mask_rcnn/false_negative": 0.09244716943016805, "mask_rcnn/false_positive": 0.1346668649848437, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.720154887996614, "total_loss": 1.6846054553134309} {"data_time": 0.009939548559486866, "eta_seconds": 138680.19278362952, "iteration": 80659, "loss_fcos_cls": 0.29411227256059647, "loss_fcos_ctr": 0.6218049423769116, "loss_fcos_loc": 0.21275553572922945, "loss_mask": 0.26972268987447023, "loss_maskiou": 0.006223755386599805, "loss_sem_seg": 0.3716864222660661, "lr": 0.01, "mask_rcnn/accuracy": 0.8746218163815391, "mask_rcnn/false_negative": 0.12443696461423384, "mask_rcnn/false_positive": 0.14422120739841393, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.0, "time": 0.7411384982988238, "total_loss": 1.7648286798867048} {"data_time": 0.010087027214467525, "eta_seconds": 138622.20751462597, "iteration": 80679, "loss_fcos_cls": 0.2780767532531172, "loss_fcos_ctr": 0.6247850600630045, "loss_fcos_loc": 0.19889265194069594, "loss_mask": 0.2723005274310708, "loss_maskiou": 0.0057335758247063495, "loss_sem_seg": 0.34438337618485093, "lr": 0.01, "mask_rcnn/accuracy": 0.8901735252181682, "mask_rcnn/false_negative": 0.09417019876457036, "mask_rcnn/false_positive": 0.1493972250485498, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.0, "time": 0.7184990141540766, "total_loss": 1.7211909425459453} {"data_time": 0.010028205811977386, "eta_seconds": 138643.06072889548, "iteration": 80699, "loss_fcos_cls": 0.2758696593809873, "loss_fcos_ctr": 0.6229924242943525, "loss_fcos_loc": 0.20533297373913229, "loss_mask": 0.27261302061378956, "loss_maskiou": 0.006144196566310711, "loss_sem_seg": 0.33396354829892516, "lr": 0.01, "mask_rcnn/accuracy": 0.8836174158314145, "mask_rcnn/false_negative": 0.10817066340118309, "mask_rcnn/false_positive": 0.13967564854904368, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7511912425979972, "total_loss": 1.6908203899365617} {"data_time": 0.010568903759121895, "eta_seconds": 138547.6280572787, "iteration": 80719, "loss_fcos_cls": 0.2776407035999, "loss_fcos_ctr": 0.6222424488514662, "loss_fcos_loc": 0.21188937802799046, "loss_mask": 0.2816388448700309, "loss_maskiou": 0.006231154584384058, "loss_sem_seg": 0.3222657102160156, "lr": 0.01, "mask_rcnn/accuracy": 0.8840832477471507, "mask_rcnn/false_negative": 0.0832354728051401, "mask_rcnn/false_positive": 0.1616171457400077, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.7353606037795544, "total_loss": 1.706062325334642} {"data_time": 0.009886994026601315, "eta_seconds": 138638.01168246847, "iteration": 80739, "loss_fcos_cls": 0.2650044085457921, "loss_fcos_ctr": 0.6229723882861435, "loss_fcos_loc": 0.19773255195468664, "loss_mask": 0.2835856070742011, "loss_maskiou": 0.005545677762711421, "loss_sem_seg": 0.3275130055844784, "lr": 0.01, "mask_rcnn/accuracy": 0.8844258593848499, "mask_rcnn/false_negative": 0.101216057730989, "mask_rcnn/false_positive": 0.12757404798671895, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7411704016849399, "total_loss": 1.723527172813192} {"data_time": 0.009778938256204128, "eta_seconds": 138614.7908115564, "iteration": 80759, "loss_fcos_cls": 0.2445829160278663, "loss_fcos_ctr": 0.6219489462673664, "loss_fcos_loc": 0.20778703480027616, "loss_mask": 0.2687274571508169, "loss_maskiou": 0.00524376833345741, "loss_sem_seg": 0.2619230607524514, "lr": 0.01, "mask_rcnn/accuracy": 0.873056333547405, "mask_rcnn/false_negative": 0.10872854511287175, "mask_rcnn/false_positive": 0.14148303790456157, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.75, "time": 0.7248429376631975, "total_loss": 1.5694661288653151} {"data_time": 0.010363711044192314, "eta_seconds": 138608.7107675029, "iteration": 80779, "loss_fcos_cls": 0.2587791195837781, "loss_fcos_ctr": 0.623946025967598, "loss_fcos_loc": 0.20612755045294762, "loss_mask": 0.2784355888143182, "loss_maskiou": 0.005654034306644462, "loss_sem_seg": 0.31106137624010444, "lr": 0.01, "mask_rcnn/accuracy": 0.8814824183025363, "mask_rcnn/false_negative": 0.08105267818866674, "mask_rcnn/false_positive": 0.16675578478340652, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7484168047085404, "total_loss": 1.6979604686057428} {"data_time": 0.011057915166020393, "eta_seconds": 138594.0603100201, "iteration": 80799, "loss_fcos_cls": 0.27297579031437635, "loss_fcos_ctr": 0.6230263356119394, "loss_fcos_loc": 0.20911450125277042, "loss_mask": 0.2726159980520606, "loss_maskiou": 0.005483661861944711, "loss_sem_seg": 0.3057602387852967, "lr": 0.01, "mask_rcnn/accuracy": 0.8771981292517006, "mask_rcnn/false_negative": 0.1222392620919192, "mask_rcnn/false_positive": 0.14356384966818286, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7363466257229447, "total_loss": 1.6848706082528224} {"data_time": 0.010513344779610634, "eta_seconds": 138521.96904222295, "iteration": 80819, "loss_fcos_cls": 0.2654570359736681, "loss_fcos_ctr": 0.6187550900503993, "loss_fcos_loc": 0.20219374424777925, "loss_mask": 0.2750482950359583, "loss_maskiou": 0.0063122222090896685, "loss_sem_seg": 0.28691390715539455, "lr": 0.01, "mask_rcnn/accuracy": 0.8650834986772487, "mask_rcnn/false_negative": 0.10256548900709406, "mask_rcnn/false_positive": 0.16259207798509107, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 40.5, "time": 0.717833892442286, "total_loss": 1.6590217286793632} {"data_time": 0.00962818693369627, "eta_seconds": 138422.2777526388, "iteration": 80839, "loss_fcos_cls": 0.26940289326012135, "loss_fcos_ctr": 0.6207057177089155, "loss_fcos_loc": 0.202785799279809, "loss_mask": 0.27504636254161596, "loss_maskiou": 0.006326902068394702, "loss_sem_seg": 0.2960767988115549, "lr": 0.01, "mask_rcnn/accuracy": 0.8762764212827989, "mask_rcnn/false_negative": 0.08067722307737465, "mask_rcnn/false_positive": 0.13496537799615763, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.75, "time": 0.7279739854857326, "total_loss": 1.6369111008534674} {"data_time": 0.009142845869064331, "eta_seconds": 138366.48954468872, "iteration": 80859, "loss_fcos_cls": 0.2666864306665957, "loss_fcos_ctr": 0.6232984522357583, "loss_fcos_loc": 0.20700624282471836, "loss_mask": 0.2781972326338291, "loss_maskiou": 0.005905448859266471, "loss_sem_seg": 0.28465933236293495, "lr": 0.01, "mask_rcnn/accuracy": 0.8733314126809025, "mask_rcnn/false_negative": 0.10051220568175295, "mask_rcnn/false_positive": 0.1485453143218013, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.721172490157187, "total_loss": 1.6748245365961338} {"data_time": 0.009866349399089813, "eta_seconds": 138368.26226605475, "iteration": 80879, "loss_fcos_cls": 0.2548122997395694, "loss_fcos_ctr": 0.6212697392329574, "loss_fcos_loc": 0.19835837627761066, "loss_mask": 0.2633345564827323, "loss_maskiou": 0.005587306441157125, "loss_sem_seg": 0.251064567361027, "lr": 0.01, "mask_rcnn/accuracy": 0.8900094921689605, "mask_rcnn/false_negative": 0.08636858190670091, "mask_rcnn/false_positive": 0.11649007567587749, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.75, "time": 0.7406719913706183, "total_loss": 1.6200219008460408} {"data_time": 0.010361561551690102, "eta_seconds": 138353.6294899732, "iteration": 80899, "loss_fcos_cls": 0.2561693841125816, "loss_fcos_ctr": 0.6213685143738985, "loss_fcos_loc": 0.20221632672473788, "loss_mask": 0.2714706799015403, "loss_maskiou": 0.005535994547244627, "loss_sem_seg": 0.31177030177786946, "lr": 0.01, "mask_rcnn/accuracy": 0.8590254259031198, "mask_rcnn/false_negative": 0.10511439204077173, "mask_rcnn/false_positive": 0.14817067191563246, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.5, "time": 0.718017459847033, "total_loss": 1.7206187517440412} {"data_time": 0.010599586181342602, "eta_seconds": 138324.45000087563, "iteration": 80919, "loss_fcos_cls": 0.26307720551267266, "loss_fcos_ctr": 0.6253012008965015, "loss_fcos_loc": 0.20948106818832457, "loss_mask": 0.2764201322570443, "loss_maskiou": 0.005880092430743389, "loss_sem_seg": 0.30409646639600396, "lr": 0.01, "mask_rcnn/accuracy": 0.8883286050119962, "mask_rcnn/false_negative": 0.09986928773640005, "mask_rcnn/false_positive": 0.14361426458382986, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.25, "time": 0.7319970186799765, "total_loss": 1.6803616931138095} {"data_time": 0.011485086753964424, "eta_seconds": 138275.92327953596, "iteration": 80939, "loss_fcos_cls": 0.2679724146146327, "loss_fcos_ctr": 0.6187441190704703, "loss_fcos_loc": 0.19621956173796207, "loss_mask": 0.263654419220984, "loss_maskiou": 0.005624948309559841, "loss_sem_seg": 0.3002629932016134, "lr": 0.01, "mask_rcnn/accuracy": 0.8749011545301075, "mask_rcnn/false_negative": 0.08232916870324702, "mask_rcnn/false_positive": 0.1704112566177372, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.25, "time": 0.7202562857419252, "total_loss": 1.6608711243825383} {"data_time": 0.009632806293666363, "eta_seconds": 138192.41974255256, "iteration": 80959, "loss_fcos_cls": 0.26969832298345864, "loss_fcos_ctr": 0.6203886512666941, "loss_fcos_loc": 0.20887077879160643, "loss_mask": 0.2679714607074857, "loss_maskiou": 0.005210010407608934, "loss_sem_seg": 0.32335306401364505, "lr": 0.01, "mask_rcnn/accuracy": 0.8901704709101382, "mask_rcnn/false_negative": 0.09401798505533358, "mask_rcnn/false_positive": 0.12011232402030095, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.7286474015563726, "total_loss": 1.6854418124785298} {"data_time": 0.010282574221491814, "eta_seconds": 138156.84556913842, "iteration": 80979, "loss_fcos_cls": 0.265354061499238, "loss_fcos_ctr": 0.6234829854220152, "loss_fcos_loc": 0.21230289025697857, "loss_mask": 0.286728922277689, "loss_maskiou": 0.005958136287517846, "loss_sem_seg": 0.2833716506138444, "lr": 0.01, "mask_rcnn/accuracy": 0.8869017677493533, "mask_rcnn/false_negative": 0.09512800556240628, "mask_rcnn/false_positive": 0.11417172983907926, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7240953780710697, "total_loss": 1.7030209499353077} {"data_time": 0.010291431099176407, "eta_seconds": 138142.22742135916, "iteration": 80999, "loss_fcos_cls": 0.26821425347588956, "loss_fcos_ctr": 0.621424057520926, "loss_fcos_loc": 0.20106345950625837, "loss_mask": 0.27893955633044243, "loss_maskiou": 0.005766831360233482, "loss_sem_seg": 0.30296189337968826, "lr": 0.01, "mask_rcnn/accuracy": 0.879015632415757, "mask_rcnn/false_negative": 0.09168727716540159, "mask_rcnn/false_positive": 0.15873325379721304, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7342012980952859, "total_loss": 1.702060649608029} {"data_time": 0.009371577762067318, "eta_seconds": 138097.150496481, "iteration": 81019, "loss_fcos_cls": 0.2711914093233645, "loss_fcos_ctr": 0.6206947374157608, "loss_fcos_loc": 0.19634798599872738, "loss_mask": 0.2749618082307279, "loss_maskiou": 0.006129565474111587, "loss_sem_seg": 0.29296132642775774, "lr": 0.01, "mask_rcnn/accuracy": 0.8940309558309523, "mask_rcnn/false_negative": 0.09258672349994691, "mask_rcnn/false_positive": 0.13448189278481526, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.5, "time": 0.7190785361453891, "total_loss": 1.6935689812526107} {"data_time": 0.009553458541631699, "eta_seconds": 138101.69843128324, "iteration": 81039, "loss_fcos_cls": 0.2612300908076577, "loss_fcos_ctr": 0.6194634465500712, "loss_fcos_loc": 0.19926960521843284, "loss_mask": 0.2795082004740834, "loss_maskiou": 0.006481158019596478, "loss_sem_seg": 0.290539582259953, "lr": 0.01, "mask_rcnn/accuracy": 0.8763281755009696, "mask_rcnn/false_negative": 0.09284413348988647, "mask_rcnn/false_positive": 0.16264908289057023, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 34.5, "time": 0.7276241332292557, "total_loss": 1.6654338126027142} {"data_time": 0.009694469161331654, "eta_seconds": 138142.21413450316, "iteration": 81059, "loss_fcos_cls": 0.27000807656440884, "loss_fcos_ctr": 0.6239055404439569, "loss_fcos_loc": 0.20627511478960514, "loss_mask": 0.26794042252004147, "loss_maskiou": 0.005511407143785618, "loss_sem_seg": 0.31218206603080034, "lr": 0.01, "mask_rcnn/accuracy": 0.8823942076830733, "mask_rcnn/false_negative": 0.09576222113915096, "mask_rcnn/false_positive": 0.12535537643760913, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.25, "time": 0.7353352773934603, "total_loss": 1.697187225217931} {"data_time": 0.009733892977237701, "eta_seconds": 138207.40010162536, "iteration": 81079, "loss_fcos_cls": 0.2769526762422174, "loss_fcos_ctr": 0.6226839064620435, "loss_fcos_loc": 0.2023191514890641, "loss_mask": 0.2701683845371008, "loss_maskiou": 0.005794911165139638, "loss_sem_seg": 0.31378303561359644, "lr": 0.01, "mask_rcnn/accuracy": 0.8753687021683674, "mask_rcnn/false_negative": 0.08735773826357862, "mask_rcnn/false_positive": 0.15924578018225005, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7476404355838895, "total_loss": 1.7037378670502221} {"data_time": 0.00939922034740448, "eta_seconds": 138316.9476535432, "iteration": 81099, "loss_fcos_cls": 0.26291647739708424, "loss_fcos_ctr": 0.6195981716737151, "loss_fcos_loc": 0.1963470799382776, "loss_mask": 0.27134682051837444, "loss_maskiou": 0.006193310779053718, "loss_sem_seg": 0.2807831931859255, "lr": 0.01, "mask_rcnn/accuracy": 0.866138816770271, "mask_rcnn/false_negative": 0.1140028912975948, "mask_rcnn/false_positive": 0.16160639382284633, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.25, "time": 0.747055591084063, "total_loss": 1.6435543444094947} {"data_time": 0.01016016211360693, "eta_seconds": 138219.94700738508, "iteration": 81119, "loss_fcos_cls": 0.2677376074716449, "loss_fcos_ctr": 0.6214432455599308, "loss_fcos_loc": 0.1984866880811751, "loss_mask": 0.2791610639542341, "loss_maskiou": 0.005710169672966003, "loss_sem_seg": 0.277569547528401, "lr": 0.01, "mask_rcnn/accuracy": 0.8761485524442335, "mask_rcnn/false_negative": 0.0994900316734563, "mask_rcnn/false_positive": 0.15821100095991078, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.75, "time": 0.7185769341886044, "total_loss": 1.6502127502753865} {"data_time": 0.010043465532362461, "eta_seconds": 138232.18108121026, "iteration": 81139, "loss_fcos_cls": 0.2785100694745779, "loss_fcos_ctr": 0.6251196954399347, "loss_fcos_loc": 0.21577225113287568, "loss_mask": 0.28053880389779806, "loss_maskiou": 0.006748584688466508, "loss_sem_seg": 0.32531625032424927, "lr": 0.01, "mask_rcnn/accuracy": 0.8979800307219662, "mask_rcnn/false_negative": 0.10727823592052625, "mask_rcnn/false_positive": 0.1227455686384766, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.25, "time": 0.73050132766366, "total_loss": 1.7406777501382749} {"data_time": 0.010215946473181248, "eta_seconds": 138217.54257129226, "iteration": 81159, "loss_fcos_cls": 0.2722738449811004, "loss_fcos_ctr": 0.6200609961524606, "loss_fcos_loc": 0.1949566714465618, "loss_mask": 0.2707795789465308, "loss_maskiou": 0.005937642927165143, "loss_sem_seg": 0.3175974451005459, "lr": 0.01, "mask_rcnn/accuracy": 0.8870619676442005, "mask_rcnn/false_negative": 0.09402490733898065, "mask_rcnn/false_positive": 0.12985068514107564, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.5, "time": 0.7348138531669974, "total_loss": 1.6917764219651872} {"data_time": 0.010094513185322285, "eta_seconds": 138134.24391459394, "iteration": 81179, "loss_fcos_cls": 0.26764449174515903, "loss_fcos_ctr": 0.6179118696600199, "loss_fcos_loc": 0.18927905696909875, "loss_mask": 0.25816126074641943, "loss_maskiou": 0.005597142385340703, "loss_sem_seg": 0.2838531476445496, "lr": 0.01, "mask_rcnn/accuracy": 0.89205941573954, "mask_rcnn/false_negative": 0.08844751775043735, "mask_rcnn/false_positive": 0.13487574209115957, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.7185772731900215, "total_loss": 1.6405271987605374} {"data_time": 0.009772337973117828, "eta_seconds": 138132.35101720504, "iteration": 81199, "loss_fcos_cls": 0.26035640481859446, "loss_fcos_ctr": 0.6221566395834088, "loss_fcos_loc": 0.20030265545938164, "loss_mask": 0.27203364577144384, "loss_maskiou": 0.006114866409916431, "loss_sem_seg": 0.2974511315114796, "lr": 0.01, "mask_rcnn/accuracy": 0.8896038650502937, "mask_rcnn/false_negative": 0.09223383675989491, "mask_rcnn/false_positive": 0.13541312333023575, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 40.25, "time": 0.728571206331253, "total_loss": 1.6740245944674825} {"data_time": 0.01023121364414692, "eta_seconds": 138117.71843040548, "iteration": 81219, "loss_fcos_cls": 0.27447744831442833, "loss_fcos_ctr": 0.6237682290375233, "loss_fcos_loc": 0.20550799136981368, "loss_mask": 0.27216318249702454, "loss_maskiou": 0.006153109643491916, "loss_sem_seg": 0.30831671692430973, "lr": 0.01, "mask_rcnn/accuracy": 0.8714745722703797, "mask_rcnn/false_negative": 0.10564740465868411, "mask_rcnn/false_positive": 0.15702993419799108, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.5, "time": 0.7279460784047842, "total_loss": 1.6973090487226727} {"data_time": 0.009526222944259644, "eta_seconds": 138072.37597500253, "iteration": 81239, "loss_fcos_cls": 0.2526602385332808, "loss_fcos_ctr": 0.6187250437214971, "loss_fcos_loc": 0.18710531998658553, "loss_mask": 0.2715551336295903, "loss_maskiou": 0.006112035014666617, "loss_sem_seg": 0.28923166112508625, "lr": 0.01, "mask_rcnn/accuracy": 0.8674665178571428, "mask_rcnn/false_negative": 0.10606028873990425, "mask_rcnn/false_positive": 0.12331074495907807, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7141541466116905, "total_loss": 1.6136941496297368} {"data_time": 0.010512673296034336, "eta_seconds": 138012.70087540988, "iteration": 81259, "loss_fcos_cls": 0.2722107386216521, "loss_fcos_ctr": 0.622037657070905, "loss_fcos_loc": 0.20623380277538672, "loss_mask": 0.2636462892405689, "loss_maskiou": 0.006006815889122663, "loss_sem_seg": 0.30793088860809803, "lr": 0.01, "mask_rcnn/accuracy": 0.8916404420374707, "mask_rcnn/false_negative": 0.08266134328255559, "mask_rcnn/false_positive": 0.13247812232299802, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 25.25, "time": 0.7314270678907633, "total_loss": 1.676281972144352} {"data_time": 0.009556809440255165, "eta_seconds": 138043.11730907578, "iteration": 81279, "loss_fcos_cls": 0.2615929723251611, "loss_fcos_ctr": 0.6223243856802583, "loss_fcos_loc": 0.20486269379034638, "loss_mask": 0.27045108657330275, "loss_maskiou": 0.005509547481779009, "loss_sem_seg": 0.3177952170372009, "lr": 0.01, "mask_rcnn/accuracy": 0.8922959060256903, "mask_rcnn/false_negative": 0.10047533120002478, "mask_rcnn/false_positive": 0.11651422422242495, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.25, "time": 0.7391383657231927, "total_loss": 1.7140964715654263} {"data_time": 0.010164398699998856, "eta_seconds": 138028.4879761124, "iteration": 81299, "loss_fcos_cls": 0.2671974739059806, "loss_fcos_ctr": 0.6220996733754873, "loss_fcos_loc": 0.19750393950380385, "loss_mask": 0.26467945985496044, "loss_maskiou": 0.006144029761344427, "loss_sem_seg": 0.303242951631546, "lr": 0.01, "mask_rcnn/accuracy": 0.8875355844266519, "mask_rcnn/false_negative": 0.08105518370744585, "mask_rcnn/false_positive": 0.14262115413917997, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7256711786612868, "total_loss": 1.658996580299572} {"data_time": 0.011460685171186924, "eta_seconds": 137956.63694912288, "iteration": 81319, "loss_fcos_cls": 0.2629679497331381, "loss_fcos_ctr": 0.6224266234785318, "loss_fcos_loc": 0.2024484450230375, "loss_mask": 0.2688430929556489, "loss_maskiou": 0.0055262258247239515, "loss_sem_seg": 0.2872515346389264, "lr": 0.01, "mask_rcnn/accuracy": 0.8739306102557982, "mask_rcnn/false_negative": 0.09573083633893087, "mask_rcnn/false_positive": 0.12057199954636219, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.25, "time": 0.7290563946589828, "total_loss": 1.6758353151381016} {"data_time": 0.01022820733487606, "eta_seconds": 137849.359384669, "iteration": 81339, "loss_fcos_cls": 0.260854336200282, "loss_fcos_ctr": 0.6200349600985646, "loss_fcos_loc": 0.19996420363895595, "loss_mask": 0.2652666913345456, "loss_maskiou": 0.0055374057264998555, "loss_sem_seg": 0.2766113090328872, "lr": 0.01, "mask_rcnn/accuracy": 0.8783019077196096, "mask_rcnn/false_negative": 0.08878945834786253, "mask_rcnn/false_positive": 0.15492330238360402, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7137707890942693, "total_loss": 1.6261188235075679} {"data_time": 0.009254617616534233, "eta_seconds": 137845.61104104854, "iteration": 81359, "loss_fcos_cls": 0.2685652431100607, "loss_fcos_ctr": 0.6228690054267645, "loss_fcos_loc": 0.2012390554882586, "loss_mask": 0.2637368878349662, "loss_maskiou": 0.0053388698361231945, "loss_sem_seg": 0.30347761511802673, "lr": 0.01, "mask_rcnn/accuracy": 0.8760035448778667, "mask_rcnn/false_negative": 0.0881743001908413, "mask_rcnn/false_positive": 0.16698418804875564, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 39.0, "time": 0.7314710523933172, "total_loss": 1.6483930069989583} {"data_time": 0.01084972731769085, "eta_seconds": 137765.19510078244, "iteration": 81379, "loss_fcos_cls": 0.250744404271245, "loss_fcos_ctr": 0.617882794700563, "loss_fcos_loc": 0.18873884913045913, "loss_mask": 0.2616567090153694, "loss_maskiou": 0.005744182075432036, "loss_sem_seg": 0.26977506512776017, "lr": 0.01, "mask_rcnn/accuracy": 0.9035985196699483, "mask_rcnn/false_negative": 0.09037055040015965, "mask_rcnn/false_positive": 0.1175509724866284, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.0, "time": 0.7218434540554881, "total_loss": 1.6118125722423429} {"data_time": 0.010105356574058533, "eta_seconds": 137750.58748072945, "iteration": 81399, "loss_fcos_cls": 0.2500302535481751, "loss_fcos_ctr": 0.6214663935825229, "loss_fcos_loc": 0.19864374864846468, "loss_mask": 0.26974202040582895, "loss_maskiou": 0.006185214515426196, "loss_sem_seg": 0.245831195730716, "lr": 0.01, "mask_rcnn/accuracy": 0.8899934973989596, "mask_rcnn/false_negative": 0.08952635454520652, "mask_rcnn/false_positive": 0.12772802986017096, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.25, "time": 0.7183424737304449, "total_loss": 1.593842380636488} {"data_time": 0.009437230415642262, "eta_seconds": 137709.9580311468, "iteration": 81419, "loss_fcos_cls": 0.26489100721664727, "loss_fcos_ctr": 0.6193105485290289, "loss_fcos_loc": 0.1977007833775133, "loss_mask": 0.2688572844490409, "loss_maskiou": 0.005642225034534931, "loss_sem_seg": 0.3108645104803145, "lr": 0.01, "mask_rcnn/accuracy": 0.8763964637579169, "mask_rcnn/false_negative": 0.10593080101014125, "mask_rcnn/false_positive": 0.12980446103032872, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.0, "time": 0.7226568814367056, "total_loss": 1.6755832850103616} {"data_time": 0.010893424041569233, "eta_seconds": 137695.35317084473, "iteration": 81439, "loss_fcos_cls": 0.26453097676858306, "loss_fcos_ctr": 0.6187673565000296, "loss_fcos_loc": 0.1932537762913853, "loss_mask": 0.26160845439881086, "loss_maskiou": 0.005584284852375276, "loss_sem_seg": 0.281578004360199, "lr": 0.01, "mask_rcnn/accuracy": 0.886830730055149, "mask_rcnn/false_negative": 0.08698793001895508, "mask_rcnn/false_positive": 0.15364156840971183, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.75, "time": 0.7329421304166317, "total_loss": 1.63702269498026} {"data_time": 0.010051185265183449, "eta_seconds": 137647.36291050632, "iteration": 81459, "loss_fcos_cls": 0.25417365977773443, "loss_fcos_ctr": 0.6182430670596659, "loss_fcos_loc": 0.20127625740133226, "loss_mask": 0.26325107272714376, "loss_maskiou": 0.005782913824077696, "loss_sem_seg": 0.2723570321686566, "lr": 0.01, "mask_rcnn/accuracy": 0.8766075543120474, "mask_rcnn/false_negative": 0.10572176122588109, "mask_rcnn/false_positive": 0.1586681012224589, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.0, "time": 0.7210764866322279, "total_loss": 1.6380506115492608} {"data_time": 0.009222946129739285, "eta_seconds": 137632.76159165148, "iteration": 81479, "loss_fcos_cls": 0.26191570982337, "loss_fcos_ctr": 0.6208294886164367, "loss_fcos_loc": 0.1955468647647649, "loss_mask": 0.2740005347877741, "loss_maskiou": 0.005379980604629964, "loss_sem_seg": 0.2784523875452578, "lr": 0.01, "mask_rcnn/accuracy": 0.8885356158155904, "mask_rcnn/false_negative": 0.0940862645753974, "mask_rcnn/false_positive": 0.16520704595417618, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 26.75, "time": 0.7130340449512005, "total_loss": 1.6360706401756033} {"data_time": 0.011398275382816792, "eta_seconds": 137618.16027279664, "iteration": 81499, "loss_fcos_cls": 0.256751558277756, "loss_fcos_ctr": 0.6220179414376616, "loss_fcos_loc": 0.19669597665779293, "loss_mask": 0.27048684237524867, "loss_maskiou": 0.005835617572301999, "loss_sem_seg": 0.26518366765230894, "lr": 0.01, "mask_rcnn/accuracy": 0.884157708580618, "mask_rcnn/false_negative": 0.10057628237187717, "mask_rcnn/false_positive": 0.15168196837147244, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7326265992596745, "total_loss": 1.6066487994175986} {"data_time": 0.01004792470484972, "eta_seconds": 137656.6968699675, "iteration": 81519, "loss_fcos_cls": 0.2678579285275191, "loss_fcos_ctr": 0.622100688982755, "loss_fcos_loc": 0.2047128357226029, "loss_mask": 0.2758248448371887, "loss_maskiou": 0.006142260259366594, "loss_sem_seg": 0.29013668606057763, "lr": 0.01, "mask_rcnn/accuracy": 0.8754122091954317, "mask_rcnn/false_negative": 0.10136214222287004, "mask_rcnn/false_positive": 0.12163858333178326, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7362939715385437, "total_loss": 1.6630658044523443} {"data_time": 0.01124547328799963, "eta_seconds": 137648.3341403585, "iteration": 81539, "loss_fcos_cls": 0.2576966539490968, "loss_fcos_ctr": 0.6206091740168631, "loss_fcos_loc": 0.20158410328440368, "loss_mask": 0.27381275221705437, "loss_maskiou": 0.005965103406197159, "loss_sem_seg": 0.2973249265924096, "lr": 0.01, "mask_rcnn/accuracy": 0.8653380885523743, "mask_rcnn/false_negative": 0.11078738673515813, "mask_rcnn/false_positive": 0.13222672959453732, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.75, "time": 0.706411013379693, "total_loss": 1.6808186181042402} {"data_time": 0.0094593595713377, "eta_seconds": 137705.8820280563, "iteration": 81559, "loss_fcos_cls": 0.2581072272732854, "loss_fcos_ctr": 0.6181175587698817, "loss_fcos_loc": 0.18750311818439513, "loss_mask": 0.259489081799984, "loss_maskiou": 0.005621240037726238, "loss_sem_seg": 0.30625363253057003, "lr": 0.01, "mask_rcnn/accuracy": 0.8789022874316067, "mask_rcnn/false_negative": 0.09972201527728586, "mask_rcnn/false_positive": 0.12950770057778496, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.25, "time": 0.7484818184748292, "total_loss": 1.6654567849473096} {"data_time": 0.009610919281840324, "eta_seconds": 137691.26674984954, "iteration": 81579, "loss_fcos_cls": 0.26441108901053667, "loss_fcos_ctr": 0.6220801174640656, "loss_fcos_loc": 0.20021597133018076, "loss_mask": 0.27944620326161385, "loss_maskiou": 0.005525337772269268, "loss_sem_seg": 0.26903696404770017, "lr": 0.01, "mask_rcnn/accuracy": 0.884854326345923, "mask_rcnn/false_negative": 0.08306745525754326, "mask_rcnn/false_positive": 0.15129318818695528, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7397970706224442, "total_loss": 1.6537154108373215} {"data_time": 0.010195791721343994, "eta_seconds": 137659.38459687494, "iteration": 81599, "loss_fcos_cls": 0.26533797988668084, "loss_fcos_ctr": 0.6221333248540759, "loss_fcos_loc": 0.20302110310876742, "loss_mask": 0.2785737910307944, "loss_maskiou": 0.006064286644686945, "loss_sem_seg": 0.30523998476564884, "lr": 0.01, "mask_rcnn/accuracy": 0.8754142602788917, "mask_rcnn/false_negative": 0.09679471613241444, "mask_rcnn/false_positive": 0.14899627562793102, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7305086050182581, "total_loss": 1.6947113828355214} {"data_time": 0.009546646848320961, "eta_seconds": 137735.90859969612, "iteration": 81619, "loss_fcos_cls": 0.2665282462257892, "loss_fcos_ctr": 0.6205171123147011, "loss_fcos_loc": 0.20078185480087996, "loss_mask": 0.2719279704615474, "loss_maskiou": 0.005485148394654971, "loss_sem_seg": 0.3174844845198095, "lr": 0.01, "mask_rcnn/accuracy": 0.8905937374949979, "mask_rcnn/false_negative": 0.10405742373171348, "mask_rcnn/false_positive": 0.12414596998286644, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7555528040975332, "total_loss": 1.7057645121749374} {"data_time": 0.00974071491509676, "eta_seconds": 137721.28547861706, "iteration": 81639, "loss_fcos_cls": 0.2646585728507489, "loss_fcos_ctr": 0.6217771540395916, "loss_fcos_loc": 0.20557917666155845, "loss_mask": 0.26818072982132435, "loss_maskiou": 0.0058844204286288004, "loss_sem_seg": 0.27990785893052816, "lr": 0.01, "mask_rcnn/accuracy": 0.8677284019951264, "mask_rcnn/false_negative": 0.10164854037947128, "mask_rcnn/false_positive": 0.1497403791802821, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.5, "time": 0.7220119312405586, "total_loss": 1.6599545848584967} {"data_time": 0.010259800590574741, "eta_seconds": 137632.80563702248, "iteration": 81659, "loss_fcos_cls": 0.2649967762408778, "loss_fcos_ctr": 0.6192301902920008, "loss_fcos_loc": 0.19668927951715887, "loss_mask": 0.25969179160892963, "loss_maskiou": 0.004917415230011102, "loss_sem_seg": 0.29284529155120254, "lr": 0.01, "mask_rcnn/accuracy": 0.8878632710965849, "mask_rcnn/false_negative": 0.0972198737454752, "mask_rcnn/false_positive": 0.1123912740104697, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.25, "time": 0.7295171795412898, "total_loss": 1.6526492540433537} {"data_time": 0.01138607319444418, "eta_seconds": 137670.70035350323, "iteration": 81679, "loss_fcos_cls": 0.268025238183327, "loss_fcos_ctr": 0.6202348424121737, "loss_fcos_loc": 0.2103583151474595, "loss_mask": 0.2695155218243599, "loss_maskiou": 0.005518196121556684, "loss_sem_seg": 0.2873108023777604, "lr": 0.01, "mask_rcnn/accuracy": 0.8606345190800277, "mask_rcnn/false_negative": 0.10582823950244002, "mask_rcnn/false_positive": 0.1621172165571766, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.735776886343956, "total_loss": 1.6797852516319836} {"data_time": 0.01039388682693243, "eta_seconds": 137597.16288951226, "iteration": 81699, "loss_fcos_cls": 0.26109450589865446, "loss_fcos_ctr": 0.6208039382472634, "loss_fcos_loc": 0.20187943149358034, "loss_mask": 0.26523885875940323, "loss_maskiou": 0.005533465897315182, "loss_sem_seg": 0.2740473640151322, "lr": 0.01, "mask_rcnn/accuracy": 0.8831137454981992, "mask_rcnn/false_negative": 0.10040583343532494, "mask_rcnn/false_positive": 0.14518278242725557, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 25.75, "time": 0.7174936253577471, "total_loss": 1.6352343325561378} {"data_time": 0.009345758706331253, "eta_seconds": 137582.54829236306, "iteration": 81719, "loss_fcos_cls": 0.28005618252791464, "loss_fcos_ctr": 0.6232373453676701, "loss_fcos_loc": 0.2117921062745154, "loss_mask": 0.2881692573428154, "loss_maskiou": 0.006121625287050847, "loss_sem_seg": 0.30046935845166445, "lr": 0.01, "mask_rcnn/accuracy": 0.8998840445269016, "mask_rcnn/false_negative": 0.09895537971578627, "mask_rcnn/false_positive": 0.1161060734779219, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7444804711267352, "total_loss": 1.7303393543770653} {"data_time": 0.01028023287653923, "eta_seconds": 137544.98522781208, "iteration": 81739, "loss_fcos_cls": 0.2560484507121146, "loss_fcos_ctr": 0.6203121277503669, "loss_fcos_loc": 0.19411284197121859, "loss_mask": 0.2744932738132775, "loss_maskiou": 0.005704228417016566, "loss_sem_seg": 0.28408831683918834, "lr": 0.01, "mask_rcnn/accuracy": 0.8897374509779432, "mask_rcnn/false_negative": 0.0790151842807201, "mask_rcnn/false_positive": 0.14521511825536626, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.5, "time": 0.7454564115032554, "total_loss": 1.6510696712903155} {"data_time": 0.009566559456288815, "eta_seconds": 137542.47703515552, "iteration": 81759, "loss_fcos_cls": 0.2642917800694704, "loss_fcos_ctr": 0.6158170253038406, "loss_fcos_loc": 0.19268114841543138, "loss_mask": 0.26593910809606314, "loss_maskiou": 0.005280711120576598, "loss_sem_seg": 0.3167121447622776, "lr": 0.01, "mask_rcnn/accuracy": 0.8884536277591205, "mask_rcnn/false_negative": 0.08803958421663377, "mask_rcnn/false_positive": 0.15200726536198217, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7329654386267066, "total_loss": 1.6241402197192656} {"data_time": 0.01041190791875124, "eta_seconds": 137473.04269972257, "iteration": 81779, "loss_fcos_cls": 0.26307551842182875, "loss_fcos_ctr": 0.6219978756271303, "loss_fcos_loc": 0.20346996327862144, "loss_mask": 0.2793601034209132, "loss_maskiou": 0.006541923037730157, "loss_sem_seg": 0.25701164547353983, "lr": 0.01, "mask_rcnn/accuracy": 0.8858652292963518, "mask_rcnn/false_negative": 0.09461171402843739, "mask_rcnn/false_positive": 0.10763107364676217, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7240927005186677, "total_loss": 1.6341954425297445} {"data_time": 0.010765653103590012, "eta_seconds": 137413.96619688906, "iteration": 81799, "loss_fcos_cls": 0.2546651600860059, "loss_fcos_ctr": 0.6204150449484587, "loss_fcos_loc": 0.19786934298463166, "loss_mask": 0.28112128749489784, "loss_maskiou": 0.006021013257850427, "loss_sem_seg": 0.2782774686347693, "lr": 0.01, "mask_rcnn/accuracy": 0.8677888655462185, "mask_rcnn/false_negative": 0.10017234847049669, "mask_rcnn/false_positive": 0.14907931243770361, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.25, "time": 0.7290166234597564, "total_loss": 1.6375160903698998} {"data_time": 0.00934592355042696, "eta_seconds": 137443.8274596166, "iteration": 81819, "loss_fcos_cls": 0.2704415307380259, "loss_fcos_ctr": 0.6215861458331347, "loss_fcos_loc": 0.19452102854847908, "loss_mask": 0.26892176177352667, "loss_maskiou": 0.0058125384312006645, "loss_sem_seg": 0.29031835263594985, "lr": 0.01, "mask_rcnn/accuracy": 0.8971557778955738, "mask_rcnn/false_negative": 0.08028302213531922, "mask_rcnn/false_positive": 0.15392129894251189, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7319535277783871, "total_loss": 1.6562369238235988} {"data_time": 0.010008539073169231, "eta_seconds": 137484.0232542958, "iteration": 81839, "loss_fcos_cls": 0.26043962547555566, "loss_fcos_ctr": 0.6233168877661228, "loss_fcos_loc": 0.1985878604464233, "loss_mask": 0.27798084542155266, "loss_maskiou": 0.00624335982138291, "loss_sem_seg": 0.2509460444562137, "lr": 0.01, "mask_rcnn/accuracy": 0.8867121977215544, "mask_rcnn/false_negative": 0.11686796552000163, "mask_rcnn/false_positive": 0.12355970214453951, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.7333037862554193, "total_loss": 1.6363025697573903} {"data_time": 0.01037735678255558, "eta_seconds": 137469.40980908088, "iteration": 81859, "loss_fcos_cls": 0.25230931327678263, "loss_fcos_ctr": 0.621711166575551, "loss_fcos_loc": 0.2003804084379226, "loss_mask": 0.26401387155056, "loss_maskiou": 0.005506445457285736, "loss_sem_seg": 0.2817406775429845, "lr": 0.01, "mask_rcnn/accuracy": 0.8921572842620193, "mask_rcnn/false_negative": 0.11081169537441295, "mask_rcnn/false_positive": 0.12569987042521766, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 38.5, "time": 0.7182575147598982, "total_loss": 1.645550378409098} {"data_time": 0.011016558855772018, "eta_seconds": 137400.0045994576, "iteration": 81879, "loss_fcos_cls": 0.26732538430951536, "loss_fcos_ctr": 0.6181930769234896, "loss_fcos_loc": 0.1883572640363127, "loss_mask": 0.2605419382452965, "loss_maskiou": 0.0053226198579068296, "loss_sem_seg": 0.2808587960898876, "lr": 0.01, "mask_rcnn/accuracy": 0.8769358481097357, "mask_rcnn/false_negative": 0.10881292928869427, "mask_rcnn/false_positive": 0.18079976880565402, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.0, "time": 0.7253094911575317, "total_loss": 1.6138875061660656} {"data_time": 0.00921253114938736, "eta_seconds": 137404.97557398956, "iteration": 81899, "loss_fcos_cls": 0.25951206870377064, "loss_fcos_ctr": 0.6222343752160668, "loss_fcos_loc": 0.20052503247279674, "loss_mask": 0.28941700933501124, "loss_maskiou": 0.006075037468690425, "loss_sem_seg": 0.30874574184417725, "lr": 0.01, "mask_rcnn/accuracy": 0.8819396829878197, "mask_rcnn/false_negative": 0.09903309914900635, "mask_rcnn/false_positive": 0.12781657914502556, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7299185497686267, "total_loss": 1.690730892281863} {"data_time": 0.010244722478091717, "eta_seconds": 137364.5577220004, "iteration": 81919, "loss_fcos_cls": 0.2610236988402903, "loss_fcos_ctr": 0.6202430911362171, "loss_fcos_loc": 0.19697507447563112, "loss_mask": 0.27571249566972256, "loss_maskiou": 0.0060419953224482015, "loss_sem_seg": 0.288734836736694, "lr": 0.01, "mask_rcnn/accuracy": 0.8819603272343419, "mask_rcnn/false_negative": 0.10637578719542207, "mask_rcnn/false_positive": 0.13701779290123722, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7367073427885771, "total_loss": 1.6303846003866056} {"data_time": 0.009362081997096539, "eta_seconds": 137375.7561704619, "iteration": 81939, "loss_fcos_cls": 0.259961613221094, "loss_fcos_ctr": 0.6181324757635593, "loss_fcos_loc": 0.1847252823645249, "loss_mask": 0.2502677501179278, "loss_maskiou": 0.005164806796528865, "loss_sem_seg": 0.3080072905868292, "lr": 0.01, "mask_rcnn/accuracy": 0.8925788699230088, "mask_rcnn/false_negative": 0.0955894778790272, "mask_rcnn/false_positive": 0.13848254632560175, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.75, "time": 0.7569159930571914, "total_loss": 1.638990246799949} {"data_time": 0.00901995599269867, "eta_seconds": 137407.17312657274, "iteration": 81959, "loss_fcos_cls": 0.2687233545584604, "loss_fcos_ctr": 0.6179945729672909, "loss_fcos_loc": 0.1966966407489963, "loss_mask": 0.26011575758457184, "loss_maskiou": 0.005663924925102037, "loss_sem_seg": 0.2951745744794607, "lr": 0.01, "mask_rcnn/accuracy": 0.87390742481203, "mask_rcnn/false_negative": 0.09218331471579173, "mask_rcnn/false_positive": 0.1461461600703851, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.0, "time": 0.7388049568980932, "total_loss": 1.6638248875533463} {"data_time": 0.010660558007657528, "eta_seconds": 137421.97863351647, "iteration": 81979, "loss_fcos_cls": 0.2567318535875529, "loss_fcos_ctr": 0.6179088903591037, "loss_fcos_loc": 0.19167018588632345, "loss_mask": 0.2687227362766862, "loss_maskiou": 0.005699233748600818, "loss_sem_seg": 0.3113825262989849, "lr": 0.01, "mask_rcnn/accuracy": 0.8678974795046224, "mask_rcnn/false_negative": 0.12325208421491718, "mask_rcnn/false_positive": 0.1284426145397119, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7289255671203136, "total_loss": 1.6548079474887345} {"data_time": 0.010612185113132, "eta_seconds": 137315.30090927426, "iteration": 81999, "loss_fcos_cls": 0.2668447296600789, "loss_fcos_ctr": 0.619752018712461, "loss_fcos_loc": 0.18727212329395115, "loss_mask": 0.27405815199017525, "loss_maskiou": 0.005851700596394949, "loss_sem_seg": 0.3060053223744035, "lr": 0.01, "mask_rcnn/accuracy": 0.8757500910063021, "mask_rcnn/false_negative": 0.07529822446782686, "mask_rcnn/false_positive": 0.1494006885680883, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7229726556688547, "total_loss": 1.6352240578853525} {"data_time": 0.010006331838667393, "eta_seconds": 137422.1458209753, "iteration": 82019, "loss_fcos_cls": 0.2571049276739359, "loss_fcos_ctr": 0.6217072093859315, "loss_fcos_loc": 0.20500625489512458, "loss_mask": 0.25758232781663537, "loss_maskiou": 0.0056473316908522975, "loss_sem_seg": 0.32519254833459854, "lr": 0.01, "mask_rcnn/accuracy": 0.8931983762303073, "mask_rcnn/false_negative": 0.09253610938549348, "mask_rcnn/false_positive": 0.11911176178843091, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.5, "time": 0.7475296016782522, "total_loss": 1.666261555510573} {"data_time": 0.010088128969073296, "eta_seconds": 137393.0556663042, "iteration": 82039, "loss_fcos_cls": 0.2634429589379579, "loss_fcos_ctr": 0.6203473219648004, "loss_fcos_loc": 0.20036962383892387, "loss_mask": 0.26316601736471057, "loss_maskiou": 0.00570774293737486, "loss_sem_seg": 0.28440447500906885, "lr": 0.01, "mask_rcnn/accuracy": 0.8939037498802338, "mask_rcnn/false_negative": 0.11121887474558156, "mask_rcnn/false_positive": 0.12456338890451482, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.5, "time": 0.7258791029453278, "total_loss": 1.6680372447735863} {"data_time": 0.010111005045473576, "eta_seconds": 137329.96934560128, "iteration": 82059, "loss_fcos_cls": 0.2695931405760348, "loss_fcos_ctr": 0.6202576532959938, "loss_fcos_loc": 0.20025802968302742, "loss_mask": 0.2685818849131465, "loss_maskiou": 0.00594656831890461, "loss_sem_seg": 0.28744127647951245, "lr": 0.01, "mask_rcnn/accuracy": 0.8800919936616807, "mask_rcnn/false_negative": 0.10049194385028143, "mask_rcnn/false_positive": 0.1335187281687354, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7266539325937629, "total_loss": 1.6436089382186765} {"data_time": 0.00894786324352026, "eta_seconds": 137256.86917714123, "iteration": 82079, "loss_fcos_cls": 0.26044832810293883, "loss_fcos_ctr": 0.6216153539717197, "loss_fcos_loc": 0.20040431176312268, "loss_mask": 0.26152646727859974, "loss_maskiou": 0.005571849542320706, "loss_sem_seg": 0.3166717169806361, "lr": 0.01, "mask_rcnn/accuracy": 0.8761112399505258, "mask_rcnn/false_negative": 0.10715024539846334, "mask_rcnn/false_positive": 0.1550639501674378, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.0, "time": 0.7360634515061975, "total_loss": 1.646030556235928} {"data_time": 0.009291848167777061, "eta_seconds": 137106.63987569325, "iteration": 82099, "loss_fcos_cls": 0.2475429279729724, "loss_fcos_ctr": 0.6182553488761187, "loss_fcos_loc": 0.19573244452476501, "loss_mask": 0.27103231754153967, "loss_maskiou": 0.005505234177689999, "loss_sem_seg": 0.3144393968395889, "lr": 0.01, "mask_rcnn/accuracy": 0.8906733866812737, "mask_rcnn/false_negative": 0.07606610816411713, "mask_rcnn/false_positive": 0.13913387607203992, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.0, "time": 0.7203576173633337, "total_loss": 1.645855594870227} {"data_time": 0.009562627412378788, "eta_seconds": 137188.5322957635, "iteration": 82119, "loss_fcos_cls": 0.2595067876391113, "loss_fcos_ctr": 0.6202889597043395, "loss_fcos_loc": 0.19800688698887825, "loss_mask": 0.27828406542539597, "loss_maskiou": 0.005773412529379129, "loss_sem_seg": 0.2836868539452553, "lr": 0.01, "mask_rcnn/accuracy": 0.8856398942555745, "mask_rcnn/false_negative": 0.09196725248862755, "mask_rcnn/false_positive": 0.1358570432151644, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.75, "time": 0.7443207865580916, "total_loss": 1.6502552507008659} {"data_time": 0.009911474771797657, "eta_seconds": 137173.92852717638, "iteration": 82139, "loss_fcos_cls": 0.25840230635367334, "loss_fcos_ctr": 0.6219129422679543, "loss_fcos_loc": 0.192887551500462, "loss_mask": 0.2668862324208021, "loss_maskiou": 0.005477747312397696, "loss_sem_seg": 0.27882594568654895, "lr": 0.01, "mask_rcnn/accuracy": 0.8792144292782047, "mask_rcnn/false_negative": 0.08855737659336113, "mask_rcnn/false_positive": 0.1339246370741351, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.5, "time": 0.729914354160428, "total_loss": 1.6117962350108428} {"data_time": 0.008516127243638039, "eta_seconds": 137192.21375951264, "iteration": 82159, "loss_fcos_cls": 0.26642823248403147, "loss_fcos_ctr": 0.622271946631372, "loss_fcos_loc": 0.198030068539083, "loss_mask": 0.2680564778856933, "loss_maskiou": 0.005724591530452017, "loss_sem_seg": 0.2579554575495422, "lr": 0.01, "mask_rcnn/accuracy": 0.8765257729107904, "mask_rcnn/false_negative": 0.1226095187964383, "mask_rcnn/false_positive": 0.13328369622570202, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.25, "time": 0.7314732717350125, "total_loss": 1.642939879122423} {"data_time": 0.010356915183365345, "eta_seconds": 137242.28440021165, "iteration": 82179, "loss_fcos_cls": 0.25901203881949186, "loss_fcos_ctr": 0.6195270093157887, "loss_fcos_loc": 0.20071498153265566, "loss_mask": 0.27189490012824535, "loss_maskiou": 0.005788543585367734, "loss_sem_seg": 0.26286873663775623, "lr": 0.01, "mask_rcnn/accuracy": 0.8948509091136454, "mask_rcnn/false_negative": 0.09124716243707282, "mask_rcnn/false_positive": 0.1334763868426881, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7226253626868129, "total_loss": 1.610889380244771} {"data_time": 0.00941377691924572, "eta_seconds": 137227.6702426467, "iteration": 82199, "loss_fcos_cls": 0.2724970900453627, "loss_fcos_ctr": 0.6178495492786169, "loss_fcos_loc": 0.19863748364150524, "loss_mask": 0.27724448312073946, "loss_maskiou": 0.00602459411311429, "loss_sem_seg": 0.3227821185719222, "lr": 0.01, "mask_rcnn/accuracy": 0.8895993704499343, "mask_rcnn/false_negative": 0.09814239430222121, "mask_rcnn/false_positive": 0.13757400649100188, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.25, "time": 0.7327023427933455, "total_loss": 1.6778690607025055} {"data_time": 0.010180137120187283, "eta_seconds": 137203.80835785624, "iteration": 82219, "loss_fcos_cls": 0.2583504058420658, "loss_fcos_ctr": 0.6208123220130801, "loss_fcos_loc": 0.19991629000287503, "loss_mask": 0.26808009343221784, "loss_maskiou": 0.005546671702177264, "loss_sem_seg": 0.28627602639608085, "lr": 0.01, "mask_rcnn/accuracy": 0.8852192662779397, "mask_rcnn/false_negative": 0.10012649476822905, "mask_rcnn/false_positive": 0.12838763271351325, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.25, "time": 0.7164148110896349, "total_loss": 1.6382132920698496} {"data_time": 0.009706730023026466, "eta_seconds": 137194.92886841297, "iteration": 82239, "loss_fcos_cls": 0.2537025115452707, "loss_fcos_ctr": 0.6217590561136603, "loss_fcos_loc": 0.19341446622274816, "loss_mask": 0.2732229810208082, "loss_maskiou": 0.005634127388475463, "loss_sem_seg": 0.28123045549727976, "lr": 0.01, "mask_rcnn/accuracy": 0.8830263678747361, "mask_rcnn/false_negative": 0.12111082588917937, "mask_rcnn/false_positive": 0.12044370297426332, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.25, "time": 0.7116281492635608, "total_loss": 1.6387841374453274} {"data_time": 0.009991195052862167, "eta_seconds": 137174.58201262262, "iteration": 82259, "loss_fcos_cls": 0.2662446200847626, "loss_fcos_ctr": 0.6196973761543632, "loss_fcos_loc": 0.19862123124767095, "loss_mask": 0.28370729740709066, "loss_maskiou": 0.00585161687922664, "loss_sem_seg": 0.25513925310224295, "lr": 0.01, "mask_rcnn/accuracy": 0.8801172806785051, "mask_rcnn/false_negative": 0.10053302510998, "mask_rcnn/false_positive": 0.13209774793122808, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 24.5, "time": 0.7277886793017387, "total_loss": 1.6594169993986725} {"data_time": 0.009273693896830082, "eta_seconds": 137151.410620342, "iteration": 82279, "loss_fcos_cls": 0.26922119210939854, "loss_fcos_ctr": 0.6181266903877258, "loss_fcos_loc": 0.18536491715349257, "loss_mask": 0.28176942002028227, "loss_maskiou": 0.006321774395473767, "loss_sem_seg": 0.26654922729358077, "lr": 0.01, "mask_rcnn/accuracy": 0.8719710112329524, "mask_rcnn/false_negative": 0.09109517070717568, "mask_rcnn/false_positive": 0.14450201804221718, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.0, "time": 0.7344471728429198, "total_loss": 1.6501624458906008} {"data_time": 0.009052271954715252, "eta_seconds": 137136.79835952725, "iteration": 82299, "loss_fcos_cls": 0.25967181334272027, "loss_fcos_ctr": 0.6190306209027767, "loss_fcos_loc": 0.2032800973393023, "loss_mask": 0.29194599762558937, "loss_maskiou": 0.006254889303818345, "loss_sem_seg": 0.28167448309250176, "lr": 0.01, "mask_rcnn/accuracy": 0.861159312953793, "mask_rcnn/false_negative": 0.11262735778298519, "mask_rcnn/false_positive": 0.18950424908109875, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7255552234128118, "total_loss": 1.6774885932682082} {"data_time": 0.010139122605323792, "eta_seconds": 137136.47373497486, "iteration": 82319, "loss_fcos_cls": 0.26546090422198176, "loss_fcos_ctr": 0.621183411218226, "loss_fcos_loc": 0.20303556113503873, "loss_mask": 0.26961899269372225, "loss_maskiou": 0.005269670866255183, "loss_sem_seg": 0.2874536430463195, "lr": 0.01, "mask_rcnn/accuracy": 0.8893383489759541, "mask_rcnn/false_negative": 0.0858669830289488, "mask_rcnn/false_positive": 0.15266735721357788, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7348705595359206, "total_loss": 1.6384836687757343} {"data_time": 0.010248761624097824, "eta_seconds": 137186.7031538617, "iteration": 82339, "loss_fcos_cls": 0.25038394378498197, "loss_fcos_ctr": 0.6200564857572317, "loss_fcos_loc": 0.1968949172878638, "loss_mask": 0.263900357298553, "loss_maskiou": 0.005552406335482374, "loss_sem_seg": 0.270463053137064, "lr": 0.01, "mask_rcnn/accuracy": 0.8655931122448979, "mask_rcnn/false_negative": 0.11919704176772594, "mask_rcnn/false_positive": 0.16402431800005923, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.0, "time": 0.7312049865722656, "total_loss": 1.6180745032179402} {"data_time": 0.010109790600836277, "eta_seconds": 137129.2526276484, "iteration": 82359, "loss_fcos_cls": 0.2460576295852661, "loss_fcos_ctr": 0.6202701358124614, "loss_fcos_loc": 0.20039228862151504, "loss_mask": 0.2662117052823305, "loss_maskiou": 0.005489890856551938, "loss_sem_seg": 0.32869519200176, "lr": 0.01, "mask_rcnn/accuracy": 0.8703538342381905, "mask_rcnn/false_negative": 0.0969009785360121, "mask_rcnn/false_positive": 0.13923202155898312, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.725094772875309, "total_loss": 1.6929909766549827} {"data_time": 0.01039149984717369, "eta_seconds": 137157.46176579408, "iteration": 82379, "loss_fcos_cls": 0.26135761849582195, "loss_fcos_ctr": 0.6186394989490509, "loss_fcos_loc": 0.18714333313982934, "loss_mask": 0.26298204995691776, "loss_maskiou": 0.005594601767370477, "loss_sem_seg": 0.31063178717158735, "lr": 0.01, "mask_rcnn/accuracy": 0.8937735244869336, "mask_rcnn/false_negative": 0.10307315515351081, "mask_rcnn/false_positive": 0.11719829349791087, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7244200520217419, "total_loss": 1.654226308419311} {"data_time": 0.009713005274534225, "eta_seconds": 137128.39948486257, "iteration": 82399, "loss_fcos_cls": 0.270112497266382, "loss_fcos_ctr": 0.6209899317473173, "loss_fcos_loc": 0.20562403253279626, "loss_mask": 0.28951594326645136, "loss_maskiou": 0.006459853408159688, "loss_sem_seg": 0.29489546944387257, "lr": 0.01, "mask_rcnn/accuracy": 0.8800131536989796, "mask_rcnn/false_negative": 0.0722099321486204, "mask_rcnn/false_positive": 0.1624587968290513, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7288657138124108, "total_loss": 1.687266291148262} {"data_time": 0.009389021433889866, "eta_seconds": 137113.78033043537, "iteration": 82419, "loss_fcos_cls": 0.27257762814406306, "loss_fcos_ctr": 0.617550443392247, "loss_fcos_loc": 0.19732201215811074, "loss_mask": 0.26087469700723886, "loss_maskiou": 0.005974911182420328, "loss_sem_seg": 0.3089499082416296, "lr": 0.01, "mask_rcnn/accuracy": 0.8954318186705663, "mask_rcnn/false_negative": 0.10501215153039356, "mask_rcnn/false_positive": 0.08213988201548468, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.7188167544081807, "total_loss": 1.6619941566459602} {"data_time": 0.009220780804753304, "eta_seconds": 137137.15176023915, "iteration": 82439, "loss_fcos_cls": 0.2627345505170524, "loss_fcos_ctr": 0.6220212606713176, "loss_fcos_loc": 0.20460625702980906, "loss_mask": 0.29112112428992987, "loss_maskiou": 0.0064068667270476, "loss_sem_seg": 0.35151236900128424, "lr": 0.01, "mask_rcnn/accuracy": 0.8651396518501793, "mask_rcnn/false_negative": 0.10903475912557847, "mask_rcnn/false_positive": 0.15837616820717731, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7404608530923724, "total_loss": 1.7258087669579254} {"data_time": 0.00954713486135006, "eta_seconds": 137203.2255071625, "iteration": 82459, "loss_fcos_cls": 0.2647742163389921, "loss_fcos_ctr": 0.6205851240083575, "loss_fcos_loc": 0.2004455365240574, "loss_mask": 0.270495617762208, "loss_maskiou": 0.005914968045544811, "loss_sem_seg": 0.32716974476352334, "lr": 0.01, "mask_rcnn/accuracy": 0.8987661701532134, "mask_rcnn/false_negative": 0.07970142159295548, "mask_rcnn/false_positive": 0.11255646546906267, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7335773296654224, "total_loss": 1.7056362291114056} {"data_time": 0.00982639566063881, "eta_seconds": 137233.49708737805, "iteration": 82479, "loss_fcos_cls": 0.26935847755521536, "loss_fcos_ctr": 0.6210391446948051, "loss_fcos_loc": 0.20431084581650794, "loss_mask": 0.2727979659102857, "loss_maskiou": 0.005897377050132491, "loss_sem_seg": 0.3198804687708616, "lr": 0.01, "mask_rcnn/accuracy": 0.8859031377101105, "mask_rcnn/false_negative": 0.09200464391659428, "mask_rcnn/false_positive": 0.13642636691845472, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7376889018341899, "total_loss": 1.6962261228181887} {"data_time": 0.009966891258955002, "eta_seconds": 137218.86048698798, "iteration": 82499, "loss_fcos_cls": 0.2673051862511784, "loss_fcos_ctr": 0.6230031745508313, "loss_fcos_loc": 0.20737282128538936, "loss_mask": 0.28305475413799286, "loss_maskiou": 0.006324350513750687, "loss_sem_seg": 0.3051805223803967, "lr": 0.01, "mask_rcnn/accuracy": 0.8917053490700078, "mask_rcnn/false_negative": 0.08934829679389691, "mask_rcnn/false_positive": 0.12444115120516021, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.0, "time": 0.7301546651870012, "total_loss": 1.682700993878825} {"data_time": 0.009872885420918465, "eta_seconds": 137159.3300734684, "iteration": 82519, "loss_fcos_cls": 0.28054027585312724, "loss_fcos_ctr": 0.6229632059112191, "loss_fcos_loc": 0.2094147214666009, "loss_mask": 0.27652907092124224, "loss_maskiou": 0.005780265724752098, "loss_sem_seg": 0.30567255709320307, "lr": 0.01, "mask_rcnn/accuracy": 0.8816830633508435, "mask_rcnn/false_negative": 0.09395979777505188, "mask_rcnn/false_positive": 0.1461656444678998, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.75, "time": 0.7354471227154136, "total_loss": 1.6712415887523093} {"data_time": 0.010299238376319408, "eta_seconds": 137171.1483159894, "iteration": 82539, "loss_fcos_cls": 0.24949241592548788, "loss_fcos_ctr": 0.619118370115757, "loss_fcos_loc": 0.18919140030629933, "loss_mask": 0.25401383358985186, "loss_maskiou": 0.004983398146578111, "loss_sem_seg": 0.3112904451554641, "lr": 0.01, "mask_rcnn/accuracy": 0.8873495250634815, "mask_rcnn/false_negative": 0.08630118204519205, "mask_rcnn/false_positive": 0.13083107256024784, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.5, "time": 0.7352606346830726, "total_loss": 1.6264724502107129} {"data_time": 0.010341892950236797, "eta_seconds": 137156.513682832, "iteration": 82559, "loss_fcos_cls": 0.2634572198148817, "loss_fcos_ctr": 0.6233243877068162, "loss_fcos_loc": 0.20278078992851079, "loss_mask": 0.270318103954196, "loss_maskiou": 0.005558439195738174, "loss_sem_seg": 0.26724217971786857, "lr": 0.01, "mask_rcnn/accuracy": 0.8876970169778389, "mask_rcnn/false_negative": 0.08885553093198115, "mask_rcnn/false_positive": 0.13720114092969993, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.25, "time": 0.7537365658208728, "total_loss": 1.630049834624515} {"data_time": 0.010768691077828407, "eta_seconds": 137141.8790496746, "iteration": 82579, "loss_fcos_cls": 0.2621603258885443, "loss_fcos_ctr": 0.6201039766892791, "loss_fcos_loc": 0.18976769974688068, "loss_mask": 0.2653242666274309, "loss_maskiou": 0.005652290732541587, "loss_sem_seg": 0.2963790250942111, "lr": 0.01, "mask_rcnn/accuracy": 0.891888843952215, "mask_rcnn/false_negative": 0.0964873828280503, "mask_rcnn/false_positive": 0.1409703694951926, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7418495574966073, "total_loss": 1.638549778921515} {"data_time": 0.010056499391794205, "eta_seconds": 137100.8028285429, "iteration": 82599, "loss_fcos_cls": 0.26101734582334757, "loss_fcos_ctr": 0.6169186769984663, "loss_fcos_loc": 0.1930506236385554, "loss_mask": 0.26260477490723133, "loss_maskiou": 0.005206541522056796, "loss_sem_seg": 0.31189731834456325, "lr": 0.01, "mask_rcnn/accuracy": 0.8908462193218896, "mask_rcnn/false_negative": 0.09760103978752756, "mask_rcnn/false_positive": 0.1221966853279518, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 35.5, "time": 0.7311204737052321, "total_loss": 1.6277775914568338} {"data_time": 0.010207262821495533, "eta_seconds": 137045.96882659476, "iteration": 82619, "loss_fcos_cls": 0.27349362755194306, "loss_fcos_ctr": 0.6200437024235725, "loss_fcos_loc": 0.19890833063982427, "loss_mask": 0.2686950219795108, "loss_maskiou": 0.005396787091740407, "loss_sem_seg": 0.2943076812662184, "lr": 0.01, "mask_rcnn/accuracy": 0.8887883311955863, "mask_rcnn/false_negative": 0.0941622471433248, "mask_rcnn/false_positive": 0.13651878751636864, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 37.0, "time": 0.7463092058897018, "total_loss": 1.6781098141364055} {"data_time": 0.009400232695043087, "eta_seconds": 137122.3398561366, "iteration": 82639, "loss_fcos_cls": 0.2737829415127635, "loss_fcos_ctr": 0.6189107787795365, "loss_fcos_loc": 0.1984521533595398, "loss_mask": 0.2757318955846131, "loss_maskiou": 0.006170346736325882, "loss_sem_seg": 0.30367297877091914, "lr": 0.01, "mask_rcnn/accuracy": 0.882405045351474, "mask_rcnn/false_negative": 0.09977457416660991, "mask_rcnn/false_positive": 0.14539793890246222, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 42.25, "time": 0.7448824467137456, "total_loss": 1.6988028909181594} {"data_time": 0.010830266401171684, "eta_seconds": 137107.70262214914, "iteration": 82659, "loss_fcos_cls": 0.25887948647141457, "loss_fcos_ctr": 0.618028586730361, "loss_fcos_loc": 0.19534134585410357, "loss_mask": 0.26675603445619345, "loss_maskiou": 0.005783863249234855, "loss_sem_seg": 0.27113295206800103, "lr": 0.01, "mask_rcnn/accuracy": 0.868447319403952, "mask_rcnn/false_negative": 0.10858775035381153, "mask_rcnn/false_positive": 0.17332554245632156, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.25, "time": 0.7219479866325855, "total_loss": 1.6155813612203929} {"data_time": 0.008643698878586292, "eta_seconds": 137111.96161969658, "iteration": 82679, "loss_fcos_cls": 0.26112593384459615, "loss_fcos_ctr": 0.6204580683261156, "loss_fcos_loc": 0.19624688988551497, "loss_mask": 0.2690730979666114, "loss_maskiou": 0.005454990110592917, "loss_sem_seg": 0.30895754927769303, "lr": 0.01, "mask_rcnn/accuracy": 0.8886207544242186, "mask_rcnn/false_negative": 0.09372705558777047, "mask_rcnn/false_positive": 0.13249577123716294, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.25, "time": 0.7498719515278935, "total_loss": 1.6799482332207845} {"data_time": 0.01087161898612976, "eta_seconds": 137103.17178588733, "iteration": 82699, "loss_fcos_cls": 0.2667769877589308, "loss_fcos_ctr": 0.6200116034597158, "loss_fcos_loc": 0.20244438317604363, "loss_mask": 0.2804774520918727, "loss_maskiou": 0.006207098384038545, "loss_sem_seg": 0.3152559467125684, "lr": 0.01, "mask_rcnn/accuracy": 0.8740390386924, "mask_rcnn/false_negative": 0.10764179987460035, "mask_rcnn/false_positive": 0.15275133394638057, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.0, "time": 0.7240056591108441, "total_loss": 1.699850800141121} {"data_time": 0.009710206650197506, "eta_seconds": 137063.7909201868, "iteration": 82719, "loss_fcos_cls": 0.2794226218247786, "loss_fcos_ctr": 0.6220176676288247, "loss_fcos_loc": 0.21008141594938934, "loss_mask": 0.26223654858767986, "loss_maskiou": 0.005841083839186467, "loss_sem_seg": 0.312817590078339, "lr": 0.01, "mask_rcnn/accuracy": 0.9045881396036676, "mask_rcnn/false_negative": 0.08606255581952583, "mask_rcnn/false_positive": 0.11043355243956535, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 24.5, "time": 0.7308211028575897, "total_loss": 1.7184750986780273} {"data_time": 0.009981648065149784, "eta_seconds": 137073.89203366265, "iteration": 82739, "loss_fcos_cls": 0.26383288402576, "loss_fcos_ctr": 0.6191789386793971, "loss_fcos_loc": 0.19813999102916569, "loss_mask": 0.2699658563360572, "loss_maskiou": 0.006537665700307116, "loss_sem_seg": 0.30195768689736724, "lr": 0.01, "mask_rcnn/accuracy": 0.8921361171196589, "mask_rcnn/false_negative": 0.0906637022792394, "mask_rcnn/false_positive": 0.12710284968778957, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 39.0, "time": 0.7497106213122606, "total_loss": 1.6975410178783932} {"data_time": 0.009300990030169487, "eta_seconds": 137067.04894087743, "iteration": 82759, "loss_fcos_cls": 0.2577477884478867, "loss_fcos_ctr": 0.6203175764530897, "loss_fcos_loc": 0.1977505839895457, "loss_mask": 0.27512320782989264, "loss_maskiou": 0.005609865467704367, "loss_sem_seg": 0.31289924774318933, "lr": 0.01, "mask_rcnn/accuracy": 0.871752354788069, "mask_rcnn/false_negative": 0.09577212315829475, "mask_rcnn/false_positive": 0.1499414939354884, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.0, "time": 0.7416216339915991, "total_loss": 1.673901873989962} {"data_time": 0.009952138178050518, "eta_seconds": 137052.40823195782, "iteration": 82779, "loss_fcos_cls": 0.2590641495771706, "loss_fcos_ctr": 0.620651907287538, "loss_fcos_loc": 0.20257885893806815, "loss_mask": 0.27664376934990287, "loss_maskiou": 0.0057347986730746925, "loss_sem_seg": 0.316479061730206, "lr": 0.01, "mask_rcnn/accuracy": 0.8780812387664096, "mask_rcnn/false_negative": 0.11581972479802254, "mask_rcnn/false_positive": 0.14094522555489036, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.25, "time": 0.7265483783558011, "total_loss": 1.707598109394894} {"data_time": 0.010070526041090488, "eta_seconds": 137029.97240532562, "iteration": 82799, "loss_fcos_cls": 0.2768287053331733, "loss_fcos_ctr": 0.6216741781681776, "loss_fcos_loc": 0.20046000299043953, "loss_mask": 0.279350308701396, "loss_maskiou": 0.005742661582189612, "loss_sem_seg": 0.33706355141475797, "lr": 0.01, "mask_rcnn/accuracy": 0.8598146311816263, "mask_rcnn/false_negative": 0.09809359704418408, "mask_rcnn/false_positive": 0.1786930099136592, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7179272482171655, "total_loss": 1.7133936299287598} {"data_time": 0.00956067256629467, "eta_seconds": 137023.1268141186, "iteration": 82819, "loss_fcos_cls": 0.2652771344874054, "loss_fcos_ctr": 0.6208356008864939, "loss_fcos_loc": 0.20343257643980905, "loss_mask": 0.2723604505881667, "loss_maskiou": 0.006494934015790932, "loss_sem_seg": 0.31060356786474586, "lr": 0.01, "mask_rcnn/accuracy": 0.8822584502551021, "mask_rcnn/false_negative": 0.11348010952158627, "mask_rcnn/false_positive": 0.12662401904270854, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.25, "time": 0.7344768298789859, "total_loss": 1.6997932550802943} {"data_time": 0.0092103760689497, "eta_seconds": 136936.30128364172, "iteration": 82839, "loss_fcos_cls": 0.27010046725627035, "loss_fcos_ctr": 0.6201057219877839, "loss_fcos_loc": 0.19515026407316327, "loss_mask": 0.2653348008170724, "loss_maskiou": 0.005572645692154765, "loss_sem_seg": 0.3343635583296418, "lr": 0.01, "mask_rcnn/accuracy": 0.8918130884600217, "mask_rcnn/false_negative": 0.08592860904412894, "mask_rcnn/false_positive": 0.14010652011999458, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7168313944712281, "total_loss": 1.699981631620176} {"data_time": 0.01044053491204977, "eta_seconds": 136952.4415617399, "iteration": 82859, "loss_fcos_cls": 0.28402073751203716, "loss_fcos_ctr": 0.6230388283729553, "loss_fcos_loc": 0.2123258374631405, "loss_mask": 0.2703500483185053, "loss_maskiou": 0.005214612261625007, "loss_sem_seg": 0.3118703970685601, "lr": 0.01, "mask_rcnn/accuracy": 0.8820447322673524, "mask_rcnn/false_negative": 0.08785986314639475, "mask_rcnn/false_positive": 0.1235530974605852, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.0, "time": 0.7264288542792201, "total_loss": 1.6572397208219627} {"data_time": 0.010526488535106182, "eta_seconds": 136964.06829124223, "iteration": 82879, "loss_fcos_cls": 0.2682746516074985, "loss_fcos_ctr": 0.6228059129789472, "loss_fcos_loc": 0.20275990315712988, "loss_mask": 0.2773905619978905, "loss_maskiou": 0.005566014428040944, "loss_sem_seg": 0.2723588061053306, "lr": 0.01, "mask_rcnn/accuracy": 0.8972984464055893, "mask_rcnn/false_negative": 0.08387527168276754, "mask_rcnn/false_positive": 0.14397497003801502, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.75, "time": 0.7305932193994522, "total_loss": 1.6625283942557871} {"data_time": 0.009805643931031227, "eta_seconds": 136956.7730247639, "iteration": 82899, "loss_fcos_cls": 0.24520020699128509, "loss_fcos_ctr": 0.6188902219291776, "loss_fcos_loc": 0.19327214799704961, "loss_mask": 0.26796041056513786, "loss_maskiou": 0.004783853612025268, "loss_sem_seg": 0.29112793877720833, "lr": 0.01, "mask_rcnn/accuracy": 0.8762539289909512, "mask_rcnn/false_negative": 0.10291246647330264, "mask_rcnn/false_positive": 0.15258929518566633, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.0, "time": 0.7414472876116633, "total_loss": 1.6316161026334157} {"data_time": 0.010587368160486221, "eta_seconds": 136859.57417562697, "iteration": 82919, "loss_fcos_cls": 0.2718261294066906, "loss_fcos_ctr": 0.6221875846385956, "loss_fcos_loc": 0.20504768565297127, "loss_mask": 0.2786347549408674, "loss_maskiou": 0.005946315577602945, "loss_sem_seg": 0.32743999431841075, "lr": 0.01, "mask_rcnn/accuracy": 0.8884609173126615, "mask_rcnn/false_negative": 0.0812526992087306, "mask_rcnn/false_positive": 0.11072808206184834, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.75, "time": 0.7201016200706363, "total_loss": 1.7045487117575249} {"data_time": 0.009766894392669201, "eta_seconds": 136783.522887961, "iteration": 82939, "loss_fcos_cls": 0.2629855422419496, "loss_fcos_ctr": 0.6193890431895852, "loss_fcos_loc": 0.19858615612611175, "loss_mask": 0.2817122880369425, "loss_maskiou": 0.005429756653029472, "loss_sem_seg": 0.2896667872555554, "lr": 0.01, "mask_rcnn/accuracy": 0.8986079345531316, "mask_rcnn/false_negative": 0.07969577633991107, "mask_rcnn/false_positive": 0.10298937945850818, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.0, "time": 0.7168044382706285, "total_loss": 1.6640796610954567} {"data_time": 0.009064922109246254, "eta_seconds": 136717.43408453185, "iteration": 82959, "loss_fcos_cls": 0.2584379257168621, "loss_fcos_ctr": 0.6226457515731454, "loss_fcos_loc": 0.19534509477671236, "loss_mask": 0.26842968352138996, "loss_maskiou": 0.005482358137669507, "loss_sem_seg": 0.31606169883161783, "lr": 0.01, "mask_rcnn/accuracy": 0.8923846243042672, "mask_rcnn/false_negative": 0.08350333888524293, "mask_rcnn/false_positive": 0.1495684735066364, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.25, "time": 0.727006621658802, "total_loss": 1.6572347346336755} {"data_time": 0.00963428895920515, "eta_seconds": 136712.14036023617, "iteration": 82979, "loss_fcos_cls": 0.26879447139799595, "loss_fcos_ctr": 0.6230279505252838, "loss_fcos_loc": 0.2030481380643323, "loss_mask": 0.2636614730581641, "loss_maskiou": 0.005327858401869889, "loss_sem_seg": 0.3129189847968519, "lr": 0.01, "mask_rcnn/accuracy": 0.876966202023453, "mask_rcnn/false_negative": 0.08728300736872453, "mask_rcnn/false_positive": 0.14462818497380353, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.25, "time": 0.7369163185358047, "total_loss": 1.664025036036037} {"data_time": 0.010815734043717384, "eta_seconds": 136832.90909272898, "iteration": 82999, "loss_fcos_cls": 0.27556024212390184, "loss_fcos_ctr": 0.6186710917390883, "loss_fcos_loc": 0.19807411241345108, "loss_mask": 0.2635195963084698, "loss_maskiou": 0.00634852699295152, "loss_sem_seg": 0.29469537222757936, "lr": 0.01, "mask_rcnn/accuracy": 0.8928946578631453, "mask_rcnn/false_negative": 0.09071960864314157, "mask_rcnn/false_positive": 0.12149459648661173, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.5, "time": 0.7544140247628093, "total_loss": 1.654975045734318} {"data_time": 0.009952235035598278, "eta_seconds": 136725.0249550352, "iteration": 83019, "loss_fcos_cls": 0.2612265287898481, "loss_fcos_ctr": 0.619632335845381, "loss_fcos_loc": 0.1971561787649989, "loss_mask": 0.2795679345726967, "loss_maskiou": 0.006150927933049388, "loss_sem_seg": 0.30597616033628583, "lr": 0.01, "mask_rcnn/accuracy": 0.8555951536942321, "mask_rcnn/false_negative": 0.11457943571689291, "mask_rcnn/false_positive": 0.16349784264671388, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7044563014060259, "total_loss": 1.674214494683838} {"data_time": 0.00920487754046917, "eta_seconds": 136710.40047180373, "iteration": 83039, "loss_fcos_cls": 0.262447907589376, "loss_fcos_ctr": 0.6219156384468079, "loss_fcos_loc": 0.2001459924504161, "loss_mask": 0.27406336925923824, "loss_maskiou": 0.00592875097936485, "loss_sem_seg": 0.2965466654859483, "lr": 0.01, "mask_rcnn/accuracy": 0.8855195038541732, "mask_rcnn/false_negative": 0.09629253365583565, "mask_rcnn/false_positive": 0.14008708725351882, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7271748539060354, "total_loss": 1.6188263278017985} {"data_time": 0.010288264602422714, "eta_seconds": 136695.77598857228, "iteration": 83059, "loss_fcos_cls": 0.258068501483649, "loss_fcos_ctr": 0.6208415115252137, "loss_fcos_loc": 0.2064904032740742, "loss_mask": 0.26457966584712267, "loss_maskiou": 0.005726469542423729, "loss_sem_seg": 0.3530024797655642, "lr": 0.01, "mask_rcnn/accuracy": 0.870638740338328, "mask_rcnn/false_negative": 0.1034289147193995, "mask_rcnn/false_positive": 0.16337910165317188, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.25, "time": 0.7312569953501225, "total_loss": 1.684711590896768} {"data_time": 0.010047093965113163, "eta_seconds": 136639.0404728651, "iteration": 83079, "loss_fcos_cls": 0.28657587489578873, "loss_fcos_ctr": 0.6197229009121656, "loss_fcos_loc": 0.21196137298829854, "loss_mask": 0.26540205255150795, "loss_maskiou": 0.005777812781161629, "loss_sem_seg": 0.314441857393831, "lr": 0.01, "mask_rcnn/accuracy": 0.8789806386080268, "mask_rcnn/false_negative": 0.09802201381802172, "mask_rcnn/false_positive": 0.16577115391109523, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.0, "time": 0.7162055727094412, "total_loss": 1.7099215467387694} {"data_time": 0.00913207232952118, "eta_seconds": 136624.4204953909, "iteration": 83099, "loss_fcos_cls": 0.25675062963273376, "loss_fcos_ctr": 0.6190983559936285, "loss_fcos_loc": 0.19335701409727335, "loss_mask": 0.2609079349786043, "loss_maskiou": 0.005589669235632755, "loss_sem_seg": 0.32497886242344975, "lr": 0.01, "mask_rcnn/accuracy": 0.8843761188686001, "mask_rcnn/false_negative": 0.088496329473435, "mask_rcnn/false_positive": 0.12114605496291203, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 23.25, "time": 0.7190727302804589, "total_loss": 1.6887169515539426} {"data_time": 0.010263259522616863, "eta_seconds": 136552.25778818782, "iteration": 83119, "loss_fcos_cls": 0.2683260915800929, "loss_fcos_ctr": 0.6183155924081802, "loss_fcos_loc": 0.20172605570405722, "loss_mask": 0.28313727024942636, "loss_maskiou": 0.006426405998354312, "loss_sem_seg": 0.29802940075751394, "lr": 0.01, "mask_rcnn/accuracy": 0.8736522621096632, "mask_rcnn/false_negative": 0.11190994334629062, "mask_rcnn/false_positive": 0.1450231947998047, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7251801267266273, "total_loss": 1.670579862780869} {"data_time": 0.009151807054877281, "eta_seconds": 136505.21648622304, "iteration": 83139, "loss_fcos_cls": 0.2835662749130279, "loss_fcos_ctr": 0.621636500582099, "loss_fcos_loc": 0.19650814996566623, "loss_mask": 0.28050847444683313, "loss_maskiou": 0.00685224958579056, "loss_sem_seg": 0.3163467093836516, "lr": 0.01, "mask_rcnn/accuracy": 0.8663643014023792, "mask_rcnn/false_negative": 0.10547392151214499, "mask_rcnn/false_positive": 0.15822935205555966, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.726483166217804, "total_loss": 1.7146456143382238} {"data_time": 0.0103367380797863, "eta_seconds": 136516.98924486618, "iteration": 83159, "loss_fcos_cls": 0.2822378179989755, "loss_fcos_ctr": 0.6188035681843758, "loss_fcos_loc": 0.2004845377523452, "loss_mask": 0.26954501681029797, "loss_maskiou": 0.006303766305791214, "loss_sem_seg": 0.30678305914625525, "lr": 0.01, "mask_rcnn/accuracy": 0.8821798432308969, "mask_rcnn/false_negative": 0.09171443342794794, "mask_rcnn/false_positive": 0.13756167375352119, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.25, "time": 0.7363733593374491, "total_loss": 1.6760538957896642} {"data_time": 0.010293286293745041, "eta_seconds": 136608.02908918355, "iteration": 83179, "loss_fcos_cls": 0.27212767978198826, "loss_fcos_ctr": 0.6179901277646422, "loss_fcos_loc": 0.19984020211268216, "loss_mask": 0.26988969929516315, "loss_maskiou": 0.005985427651467035, "loss_sem_seg": 0.2724531311541796, "lr": 0.01, "mask_rcnn/accuracy": 0.8862670068027211, "mask_rcnn/false_negative": 0.09439805186461059, "mask_rcnn/false_positive": 0.13939316375438754, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.7411219198256731, "total_loss": 1.6461198098550085} {"data_time": 0.010712891817092896, "eta_seconds": 136654.73947424535, "iteration": 83199, "loss_fcos_cls": 0.2642050713766366, "loss_fcos_ctr": 0.6189177334308624, "loss_fcos_loc": 0.2020851853885688, "loss_mask": 0.25721015594899654, "loss_maskiou": 0.005701940281142015, "loss_sem_seg": 0.30098617170006037, "lr": 0.01, "mask_rcnn/accuracy": 0.874705147469947, "mask_rcnn/false_negative": 0.11141781446599111, "mask_rcnn/false_positive": 0.13203731686240347, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.5, "time": 0.7477465560659766, "total_loss": 1.6537464752182132} {"data_time": 0.01062327902764082, "eta_seconds": 136730.3126357263, "iteration": 83219, "loss_fcos_cls": 0.25568058993667364, "loss_fcos_ctr": 0.6210269788280129, "loss_fcos_loc": 0.19588466885033995, "loss_mask": 0.2628693440929055, "loss_maskiou": 0.0055049729271559045, "loss_sem_seg": 0.28696026699617505, "lr": 0.01, "mask_rcnn/accuracy": 0.8833602190876351, "mask_rcnn/false_negative": 0.09974487573401929, "mask_rcnn/false_positive": 0.15014948149090385, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7300497908145189, "total_loss": 1.6450932359875878} {"data_time": 0.008918851613998413, "eta_seconds": 136722.60566109698, "iteration": 83239, "loss_fcos_cls": 0.24937600758858025, "loss_fcos_ctr": 0.6176442226860672, "loss_fcos_loc": 0.1870168095920235, "loss_mask": 0.26852255314588547, "loss_maskiou": 0.005237459532509092, "loss_sem_seg": 0.2813044097274542, "lr": 0.01, "mask_rcnn/accuracy": 0.8969052464735894, "mask_rcnn/false_negative": 0.09564846296869003, "mask_rcnn/false_positive": 0.11601382496811576, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.7288793744519353, "total_loss": 1.6073999577201903} {"data_time": 0.009285779669880867, "eta_seconds": 136707.9642096525, "iteration": 83259, "loss_fcos_cls": 0.26295763812959194, "loss_fcos_ctr": 0.6205796715803444, "loss_fcos_loc": 0.18387071997858584, "loss_mask": 0.2687121550552547, "loss_maskiou": 0.006269298624829389, "loss_sem_seg": 0.27059507090598345, "lr": 0.01, "mask_rcnn/accuracy": 0.8857094326564372, "mask_rcnn/false_negative": 0.0943014602451816, "mask_rcnn/false_positive": 0.17279880778568046, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7329153595492244, "total_loss": 1.6457697067089612} {"data_time": 0.009904609993100166, "eta_seconds": 136620.92071528547, "iteration": 83279, "loss_fcos_cls": 0.28142478014342487, "loss_fcos_ctr": 0.6194117832928896, "loss_fcos_loc": 0.19916457612998784, "loss_mask": 0.27281900960952044, "loss_maskiou": 0.006153653819637839, "loss_sem_seg": 0.2922825962305069, "lr": 0.01, "mask_rcnn/accuracy": 0.894672973356009, "mask_rcnn/false_negative": 0.10015655808459406, "mask_rcnn/false_positive": 0.12876361334443182, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.25, "time": 0.7243318976834416, "total_loss": 1.6456526922556804} {"data_time": 0.010135531425476074, "eta_seconds": 136678.68130676355, "iteration": 83299, "loss_fcos_cls": 0.2637574258260429, "loss_fcos_ctr": 0.6206301031634212, "loss_fcos_loc": 0.2052944260649383, "loss_mask": 0.27210134267807007, "loss_maskiou": 0.005431723235233221, "loss_sem_seg": 0.26037553139030933, "lr": 0.01, "mask_rcnn/accuracy": 0.8886174794593162, "mask_rcnn/false_negative": 0.09114998641181174, "mask_rcnn/false_positive": 0.1523097276414806, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.7373454952612519, "total_loss": 1.6422375332113006} {"data_time": 0.009690271690487862, "eta_seconds": 136629.6782934107, "iteration": 83319, "loss_fcos_cls": 0.2563667145441286, "loss_fcos_ctr": 0.6216713872272521, "loss_fcos_loc": 0.20623659109696746, "loss_mask": 0.28196424851194024, "loss_maskiou": 0.006260414571443107, "loss_sem_seg": 0.2980997134000063, "lr": 0.01, "mask_rcnn/accuracy": 0.8771721205328493, "mask_rcnn/false_negative": 0.10007480005410024, "mask_rcnn/false_positive": 0.15280428449027428, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.25, "time": 0.7268413286656141, "total_loss": 1.6791808312700596} {"data_time": 0.009516322985291481, "eta_seconds": 136577.0196262654, "iteration": 83339, "loss_fcos_cls": 0.26998785859905183, "loss_fcos_ctr": 0.6216591903939843, "loss_fcos_loc": 0.19512532919179648, "loss_mask": 0.27256290009245276, "loss_maskiou": 0.005622369044431252, "loss_sem_seg": 0.3069315478205681, "lr": 0.01, "mask_rcnn/accuracy": 0.8708129425239484, "mask_rcnn/false_negative": 0.10799212678689143, "mask_rcnn/false_positive": 0.1305754299343654, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7135009169578552, "total_loss": 1.6772781691834098} {"data_time": 0.01043769158422947, "eta_seconds": 136756.39827148896, "iteration": 83359, "loss_fcos_cls": 0.26202804694185033, "loss_fcos_ctr": 0.6181508065201342, "loss_fcos_loc": 0.190109625691548, "loss_mask": 0.2545689856633544, "loss_maskiou": 0.005207650283409748, "loss_sem_seg": 0.31252536410465837, "lr": 0.01, "mask_rcnn/accuracy": 0.8628662260358688, "mask_rcnn/false_negative": 0.10226059573376178, "mask_rcnn/false_positive": 0.1305237999328114, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7432954544201493, "total_loss": 1.641862386110006} {"data_time": 0.011030245572328568, "eta_seconds": 136762.74560771417, "iteration": 83379, "loss_fcos_cls": 0.25345523352734745, "loss_fcos_ctr": 0.6205532613676041, "loss_fcos_loc": 0.20088586187921464, "loss_mask": 0.2730143228545785, "loss_maskiou": 0.005861100806214381, "loss_sem_seg": 0.29352019308134913, "lr": 0.01, "mask_rcnn/accuracy": 0.881359835600907, "mask_rcnn/false_negative": 0.10864015210380085, "mask_rcnn/false_positive": 0.11663935507660161, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7434741025790572, "total_loss": 1.655243426328525} {"data_time": 0.009948281571269035, "eta_seconds": 136734.04142311122, "iteration": 83399, "loss_fcos_cls": 0.26201674109324813, "loss_fcos_ctr": 0.6188326235860586, "loss_fcos_loc": 0.19438574532978237, "loss_mask": 0.27027761191129684, "loss_maskiou": 0.005652142092003487, "loss_sem_seg": 0.3327146099181846, "lr": 0.01, "mask_rcnn/accuracy": 0.880867561671133, "mask_rcnn/false_negative": 0.07841990813616988, "mask_rcnn/false_positive": 0.13877669578159346, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7025006050243974, "total_loss": 1.696944548326428} {"data_time": 0.009693661704659462, "eta_seconds": 136728.48342058808, "iteration": 83419, "loss_fcos_cls": 0.2725372628774494, "loss_fcos_ctr": 0.6241836566478014, "loss_fcos_loc": 0.2023618353996426, "loss_mask": 0.2700512264855206, "loss_maskiou": 0.005479494415340014, "loss_sem_seg": 0.3018192006275058, "lr": 0.01, "mask_rcnn/accuracy": 0.874023494474977, "mask_rcnn/false_negative": 0.11394732078432912, "mask_rcnn/false_positive": 0.14083849245186714, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7336110547184944, "total_loss": 1.6944268580991775} {"data_time": 0.01014016941189766, "eta_seconds": 136704.73096037563, "iteration": 83439, "loss_fcos_cls": 0.2625790466554463, "loss_fcos_ctr": 0.6208232184872031, "loss_fcos_loc": 0.20240129972808063, "loss_mask": 0.2688229950144887, "loss_maskiou": 0.006079521626816131, "loss_sem_seg": 0.26838876749388874, "lr": 0.01, "mask_rcnn/accuracy": 0.8909993616214814, "mask_rcnn/false_negative": 0.080496238647222, "mask_rcnn/false_positive": 0.1352437815104996, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.75, "time": 0.7404773524031043, "total_loss": 1.6237421756377444} {"data_time": 0.010102805681526661, "eta_seconds": 136612.94784340076, "iteration": 83459, "loss_fcos_cls": 0.25967051181942225, "loss_fcos_ctr": 0.6201226566918194, "loss_fcos_loc": 0.19619426608551294, "loss_mask": 0.27186322771012783, "loss_maskiou": 0.005970254234853201, "loss_sem_seg": 0.27307454589754343, "lr": 0.01, "mask_rcnn/accuracy": 0.8644883298146845, "mask_rcnn/false_negative": 0.11431630126201628, "mask_rcnn/false_positive": 0.165468932227189, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.25, "time": 0.7280419105663896, "total_loss": 1.6420412507650326} {"data_time": 0.009948867373168468, "eta_seconds": 136598.30088130198, "iteration": 83479, "loss_fcos_cls": 0.25582523364573717, "loss_fcos_ctr": 0.6205159300006926, "loss_fcos_loc": 0.20753315300680697, "loss_mask": 0.27517892979085445, "loss_maskiou": 0.006116149612353183, "loss_sem_seg": 0.2936212932690978, "lr": 0.01, "mask_rcnn/accuracy": 0.8724400537861507, "mask_rcnn/false_negative": 0.10225808866916367, "mask_rcnn/false_positive": 0.13850823718066282, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.25, "time": 0.735490539111197, "total_loss": 1.6304745014640503} {"data_time": 0.00965969543904066, "eta_seconds": 136641.36831981037, "iteration": 83499, "loss_fcos_cls": 0.26275261596310884, "loss_fcos_ctr": 0.6186604220420122, "loss_fcos_loc": 0.20136131811887026, "loss_mask": 0.2573078409768641, "loss_maskiou": 0.0050160137107013725, "loss_sem_seg": 0.3197074607014656, "lr": 0.01, "mask_rcnn/accuracy": 0.8751941298497421, "mask_rcnn/false_negative": 0.0753472361778092, "mask_rcnn/false_positive": 0.15839628626214347, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.7365277092903852, "total_loss": 1.6812865487445379} {"data_time": 0.010149413719773293, "eta_seconds": 136639.1623816071, "iteration": 83519, "loss_fcos_cls": 0.26475760230096057, "loss_fcos_ctr": 0.6204204559326172, "loss_fcos_loc": 0.20190612645819783, "loss_mask": 0.2722537834197283, "loss_maskiou": 0.005719358479836956, "loss_sem_seg": 0.3117359196767211, "lr": 0.01, "mask_rcnn/accuracy": 0.9044598856592597, "mask_rcnn/false_negative": 0.09214551716242675, "mask_rcnn/false_positive": 0.11741008218769543, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.75, "time": 0.7524447329342365, "total_loss": 1.671241410964285} {"data_time": 0.010261853225529194, "eta_seconds": 136624.50789537188, "iteration": 83539, "loss_fcos_cls": 0.28187556960619986, "loss_fcos_ctr": 0.6228238083422184, "loss_fcos_loc": 0.20934172463603318, "loss_mask": 0.27304831612855196, "loss_maskiou": 0.005847816708410392, "loss_sem_seg": 0.29898545937612653, "lr": 0.01, "mask_rcnn/accuracy": 0.8754824045002616, "mask_rcnn/false_negative": 0.08121485070869085, "mask_rcnn/false_positive": 0.13997595792425654, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.730871319770813, "total_loss": 1.6866833362801117} {"data_time": 0.009652387350797653, "eta_seconds": 136398.70578444377, "iteration": 83559, "loss_fcos_cls": 0.25588999735191464, "loss_fcos_ctr": 0.6236458076164126, "loss_fcos_loc": 0.2035553464666009, "loss_mask": 0.26181915029883385, "loss_maskiou": 0.005653526430251077, "loss_sem_seg": 0.3267190093174577, "lr": 0.01, "mask_rcnn/accuracy": 0.8782143910492124, "mask_rcnn/false_negative": 0.10131491668049995, "mask_rcnn/false_positive": 0.13386509561978344, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 35.75, "time": 0.723755375482142, "total_loss": 1.6787533597525908} {"data_time": 0.00986003503203392, "eta_seconds": 136315.53942455444, "iteration": 83579, "loss_fcos_cls": 0.265599756850861, "loss_fcos_ctr": 0.6210882905870676, "loss_fcos_loc": 0.20323738222941756, "loss_mask": 0.268774407915771, "loss_maskiou": 0.005790415052615572, "loss_sem_seg": 0.29546604631468654, "lr": 0.01, "mask_rcnn/accuracy": 0.8690166245069457, "mask_rcnn/false_negative": 0.12430437518470809, "mask_rcnn/false_positive": 0.16811416535406173, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7194262184202671, "total_loss": 1.6481787445372902} {"data_time": 0.01112043485045433, "eta_seconds": 136369.44211265817, "iteration": 83599, "loss_fcos_cls": 0.26953698927536607, "loss_fcos_ctr": 0.6214443994686007, "loss_fcos_loc": 0.20103040244430304, "loss_mask": 0.2555289091542363, "loss_maskiou": 0.005089446960482746, "loss_sem_seg": 0.28497766121290624, "lr": 0.01, "mask_rcnn/accuracy": 0.9039039616547881, "mask_rcnn/false_negative": 0.08176730363271555, "mask_rcnn/false_positive": 0.1284274374064796, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7437608912587166, "total_loss": 1.617722973402124} {"data_time": 0.010979743674397469, "eta_seconds": 136305.15487583634, "iteration": 83619, "loss_fcos_cls": 0.2539103094022721, "loss_fcos_ctr": 0.6196860847994685, "loss_fcos_loc": 0.1908444243017584, "loss_mask": 0.2677904339507222, "loss_maskiou": 0.006522860574477818, "loss_sem_seg": 0.282398097217083, "lr": 0.01, "mask_rcnn/accuracy": 0.885703794504815, "mask_rcnn/false_negative": 0.08684701524231266, "mask_rcnn/false_positive": 0.1680278896151603, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 37.75, "time": 0.7281254064291716, "total_loss": 1.6056798270292347} {"data_time": 0.008789777755737305, "eta_seconds": 136188.6117729526, "iteration": 83639, "loss_fcos_cls": 0.2770100808702409, "loss_fcos_ctr": 0.6201198464259505, "loss_fcos_loc": 0.20137850986793637, "loss_mask": 0.2584041766822338, "loss_maskiou": 0.005473775709106121, "loss_sem_seg": 0.3085612286813557, "lr": 0.01, "mask_rcnn/accuracy": 0.876168283247365, "mask_rcnn/false_negative": 0.10094400719294733, "mask_rcnn/false_positive": 0.1583381514198213, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7118614986538887, "total_loss": 1.6884516055888525} {"data_time": 0.010696508921682835, "eta_seconds": 136195.30995774362, "iteration": 83659, "loss_fcos_cls": 0.2590562584809959, "loss_fcos_ctr": 0.6255812542513013, "loss_fcos_loc": 0.20837470144033432, "loss_mask": 0.2781980284489691, "loss_maskiou": 0.0068279696788522415, "loss_sem_seg": 0.30192294088192284, "lr": 0.01, "mask_rcnn/accuracy": 0.8708112138936572, "mask_rcnn/false_negative": 0.10526069317379969, "mask_rcnn/false_positive": 0.1510110458110669, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.25, "time": 0.7289487523958087, "total_loss": 1.671475871335133} {"data_time": 0.010103126987814903, "eta_seconds": 136134.4235801082, "iteration": 83679, "loss_fcos_cls": 0.25404648133553565, "loss_fcos_ctr": 0.6205642786808312, "loss_fcos_loc": 0.19498068559914827, "loss_mask": 0.26461278600618243, "loss_maskiou": 0.005382246017688885, "loss_sem_seg": 0.2547822929918766, "lr": 0.01, "mask_rcnn/accuracy": 0.8856360401303378, "mask_rcnn/false_negative": 0.07870398463593398, "mask_rcnn/false_positive": 0.16666489168516743, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7335900589823723, "total_loss": 1.5741043528669252} {"data_time": 0.010459915734827518, "eta_seconds": 136178.96524216048, "iteration": 83699, "loss_fcos_cls": 0.26207828521728516, "loss_fcos_ctr": 0.6224520937539637, "loss_fcos_loc": 0.20381342712789774, "loss_mask": 0.2742604184895754, "loss_maskiou": 0.005721118111978285, "loss_sem_seg": 0.28252896829508245, "lr": 0.01, "mask_rcnn/accuracy": 0.8767257979091481, "mask_rcnn/false_negative": 0.10652290393364916, "mask_rcnn/false_positive": 0.14019021160090367, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7462618378922343, "total_loss": 1.6713229109736858} {"data_time": 0.010060848668217659, "eta_seconds": 136173.52159168478, "iteration": 83719, "loss_fcos_cls": 0.2634122210438363, "loss_fcos_ctr": 0.6174013763666153, "loss_fcos_loc": 0.19457042589783669, "loss_mask": 0.27256860211491585, "loss_maskiou": 0.006169850275909994, "loss_sem_seg": 0.32671594712883234, "lr": 0.01, "mask_rcnn/accuracy": 0.8842895508538595, "mask_rcnn/false_negative": 0.09413735704360378, "mask_rcnn/false_positive": 0.13936736077080647, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.0, "time": 0.7433902490884066, "total_loss": 1.669657065955107} {"data_time": 0.009772077202796936, "eta_seconds": 136136.83852742705, "iteration": 83739, "loss_fcos_cls": 0.26137607311829925, "loss_fcos_ctr": 0.6202512844465673, "loss_fcos_loc": 0.20016077836044133, "loss_mask": 0.2768096560612321, "loss_maskiou": 0.005827563654747792, "loss_sem_seg": 0.275382820982486, "lr": 0.01, "mask_rcnn/accuracy": 0.8882737957195865, "mask_rcnn/false_negative": 0.08888609180575299, "mask_rcnn/false_positive": 0.13734655193462325, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.7377302013337612, "total_loss": 1.6395343048789073} {"data_time": 0.010330679826438427, "eta_seconds": 136122.2206698479, "iteration": 83759, "loss_fcos_cls": 0.2639084889087826, "loss_fcos_ctr": 0.6188188237138093, "loss_fcos_loc": 0.19755400565918535, "loss_mask": 0.28578002098947763, "loss_maskiou": 0.0057443466648692265, "loss_sem_seg": 0.2733996850438416, "lr": 0.01, "mask_rcnn/accuracy": 0.8784240540800308, "mask_rcnn/false_negative": 0.10326375473516716, "mask_rcnn/false_positive": 0.14327482227309518, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.25, "time": 0.7382721547037363, "total_loss": 1.6673135398741579} {"data_time": 0.01040567271411419, "eta_seconds": 136086.3027831521, "iteration": 83779, "loss_fcos_cls": 0.278518934501335, "loss_fcos_ctr": 0.6214813366532326, "loss_fcos_loc": 0.19893163096276112, "loss_mask": 0.25693773897364736, "loss_maskiou": 0.006268203665968031, "loss_sem_seg": 0.3195464387536049, "lr": 0.01, "mask_rcnn/accuracy": 0.891296060090703, "mask_rcnn/false_negative": 0.08132903853132156, "mask_rcnn/false_positive": 0.14330118608139047, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7182868625968695, "total_loss": 1.6592607053025858} {"data_time": 0.010735508985817432, "eta_seconds": 136111.36155093368, "iteration": 83799, "loss_fcos_cls": 0.2764399597654119, "loss_fcos_ctr": 0.6247581713832915, "loss_fcos_loc": 0.20820816908963025, "loss_mask": 0.2898952281102538, "loss_maskiou": 0.006261727350647561, "loss_sem_seg": 0.31653842935338616, "lr": 0.01, "mask_rcnn/accuracy": 0.8841381308794645, "mask_rcnn/false_negative": 0.09986931671672081, "mask_rcnn/false_positive": 0.11991804700108474, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7372058061882854, "total_loss": 1.710059001663467} {"data_time": 0.009999300353229046, "eta_seconds": 136057.07164320908, "iteration": 83819, "loss_fcos_cls": 0.2666723094880581, "loss_fcos_ctr": 0.618360654450953, "loss_fcos_loc": 0.2013798865955323, "loss_mask": 0.27899994421750307, "loss_maskiou": 0.005723396490793675, "loss_sem_seg": 0.31490105716511607, "lr": 0.01, "mask_rcnn/accuracy": 0.8640603778086104, "mask_rcnn/false_negative": 0.10090344738672616, "mask_rcnn/false_positive": 0.13914805876710906, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7285428419709206, "total_loss": 1.6900603571120882} {"data_time": 0.010204511694610119, "eta_seconds": 136082.12188808527, "iteration": 83839, "loss_fcos_cls": 0.25315247382968664, "loss_fcos_ctr": 0.6190368682146072, "loss_fcos_loc": 0.1877006747527048, "loss_mask": 0.26734882686287165, "loss_maskiou": 0.005912556072871666, "loss_sem_seg": 0.28623340651392937, "lr": 0.01, "mask_rcnn/accuracy": 0.8744566066222408, "mask_rcnn/false_negative": 0.10141865043468956, "mask_rcnn/false_positive": 0.14156304935846456, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7325613843277097, "total_loss": 1.634123322484811} {"data_time": 0.010021536611020565, "eta_seconds": 136166.91294236854, "iteration": 83859, "loss_fcos_cls": 0.26057133404538035, "loss_fcos_ctr": 0.6198191954754293, "loss_fcos_loc": 0.19960525794886053, "loss_mask": 0.2844392620027065, "loss_maskiou": 0.005412784354120959, "loss_sem_seg": 0.29354147147387266, "lr": 0.01, "mask_rcnn/accuracy": 0.8909591662007268, "mask_rcnn/false_negative": 0.08791229463801095, "mask_rcnn/false_positive": 0.1309896344794697, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.25, "time": 0.7552977651357651, "total_loss": 1.694417060673004} {"data_time": 0.009335418231785297, "eta_seconds": 136072.4785106955, "iteration": 83879, "loss_fcos_cls": 0.276449101511389, "loss_fcos_ctr": 0.6200052150525153, "loss_fcos_loc": 0.19633527647238225, "loss_mask": 0.26440087519586086, "loss_maskiou": 0.005870952216355363, "loss_sem_seg": 0.30988533061463386, "lr": 0.01, "mask_rcnn/accuracy": 0.8982546143457383, "mask_rcnn/false_negative": 0.08517082116231335, "mask_rcnn/false_positive": 0.1243511661347164, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.75, "time": 0.7261198787018657, "total_loss": 1.6742581099024392} {"data_time": 0.010106428526341915, "eta_seconds": 135998.60936332308, "iteration": 83899, "loss_fcos_cls": 0.2708288461435586, "loss_fcos_ctr": 0.619352019391954, "loss_fcos_loc": 0.20672721485607326, "loss_mask": 0.2707136496901512, "loss_maskiou": 0.005521077822777443, "loss_sem_seg": 0.321552115958184, "lr": 0.01, "mask_rcnn/accuracy": 0.885396973663808, "mask_rcnn/false_negative": 0.09899167522775186, "mask_rcnn/false_positive": 0.11809828597022998, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7088537979871035, "total_loss": 1.6784692358633038} {"data_time": 0.010153013281524181, "eta_seconds": 136023.64256238844, "iteration": 83919, "loss_fcos_cls": 0.26381835649954155, "loss_fcos_ctr": 0.6256173020228744, "loss_fcos_loc": 0.21224798820912838, "loss_mask": 0.27403802890330553, "loss_maskiou": 0.005995718645863235, "loss_sem_seg": 0.2905460800975561, "lr": 0.01, "mask_rcnn/accuracy": 0.8663988216025047, "mask_rcnn/false_negative": 0.11393772864975721, "mask_rcnn/false_positive": 0.15886981969166977, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 40.25, "time": 0.733308288268745, "total_loss": 1.6554231698464719} {"data_time": 0.009744398295879364, "eta_seconds": 135990.65995163564, "iteration": 83939, "loss_fcos_cls": 0.2590303514152765, "loss_fcos_ctr": 0.6183613035827875, "loss_fcos_loc": 0.19161769025959074, "loss_mask": 0.2608560221269727, "loss_maskiou": 0.005306447546900017, "loss_sem_seg": 0.2955907224677503, "lr": 0.01, "mask_rcnn/accuracy": 0.8940480176924719, "mask_rcnn/false_negative": 0.0927210013802105, "mask_rcnn/false_positive": 0.14027294930134385, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.25, "time": 0.7151354253292084, "total_loss": 1.642260850774619} {"data_time": 0.009803892113268375, "eta_seconds": 135988.91510306858, "iteration": 83959, "loss_fcos_cls": 0.2658428028225899, "loss_fcos_ctr": 0.6215860461816192, "loss_fcos_loc": 0.2022503255866468, "loss_mask": 0.26322804763913155, "loss_maskiou": 0.005528536450583488, "loss_sem_seg": 0.29504253761842847, "lr": 0.01, "mask_rcnn/accuracy": 0.8739221385467855, "mask_rcnn/false_negative": 0.09654370323264892, "mask_rcnn/false_positive": 0.1538294661272795, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.25, "time": 0.7304805079475045, "total_loss": 1.6507120274181943} {"data_time": 0.010682246647775173, "eta_seconds": 135932.82936436962, "iteration": 83979, "loss_fcos_cls": 0.27165130828507245, "loss_fcos_ctr": 0.6181785063818097, "loss_fcos_loc": 0.20020134560763836, "loss_mask": 0.26361172553151846, "loss_maskiou": 0.005207384463574272, "loss_sem_seg": 0.2837343632709235, "lr": 0.01, "mask_rcnn/accuracy": 0.8797218856943022, "mask_rcnn/false_negative": 0.10381425380599776, "mask_rcnn/false_positive": 0.14332145252863276, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7202470805495977, "total_loss": 1.6288547725198441} {"data_time": 0.010521510615944862, "eta_seconds": 135847.68818138726, "iteration": 83999, "loss_fcos_cls": 0.27190330205485225, "loss_fcos_ctr": 0.6199596114456654, "loss_fcos_loc": 0.19858919316902757, "loss_mask": 0.26875365152955055, "loss_maskiou": 0.0057015523489099, "loss_sem_seg": 0.28581957053393126, "lr": 0.01, "mask_rcnn/accuracy": 0.8922748052212338, "mask_rcnn/false_negative": 0.08128273150100429, "mask_rcnn/false_positive": 0.12406497707473318, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.25, "time": 0.7309433771297336, "total_loss": 1.6584894109109882} {"data_time": 0.010219279676675797, "eta_seconds": 135859.54807647597, "iteration": 84019, "loss_fcos_cls": 0.25831232336349785, "loss_fcos_ctr": 0.6216038195416331, "loss_fcos_loc": 0.1953127032611519, "loss_mask": 0.26131944730877876, "loss_maskiou": 0.005064398475951748, "loss_sem_seg": 0.26558135892264545, "lr": 0.01, "mask_rcnn/accuracy": 0.8652319870920718, "mask_rcnn/false_negative": 0.11629269954588034, "mask_rcnn/false_positive": 0.15551469099819648, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7212028661742806, "total_loss": 1.6193661070428789} {"data_time": 0.010147088207304478, "eta_seconds": 135818.47378185578, "iteration": 84039, "loss_fcos_cls": 0.24711285531520844, "loss_fcos_ctr": 0.6211094399914145, "loss_fcos_loc": 0.20037567405961454, "loss_mask": 0.2680346164852381, "loss_maskiou": 0.005594258654127771, "loss_sem_seg": 0.2876592925749719, "lr": 0.01, "mask_rcnn/accuracy": 0.8566558246511389, "mask_rcnn/false_negative": 0.12727378736593198, "mask_rcnn/false_positive": 0.1613572019947483, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7194543154910207, "total_loss": 1.6276015466064564} {"data_time": 0.009882538579404354, "eta_seconds": 135830.32798451465, "iteration": 84059, "loss_fcos_cls": 0.27035373635590076, "loss_fcos_ctr": 0.6218305248767138, "loss_fcos_loc": 0.20057874266058207, "loss_mask": 0.2658080803230405, "loss_maskiou": 0.005144395836396143, "loss_sem_seg": 0.29379213647916913, "lr": 0.01, "mask_rcnn/accuracy": 0.8915449043467152, "mask_rcnn/false_negative": 0.07804854803318417, "mask_rcnn/false_positive": 0.11003614648544, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.0, "time": 0.7372392043471336, "total_loss": 1.6558052442014741} {"data_time": 0.009385833516716957, "eta_seconds": 135856.2567304382, "iteration": 84079, "loss_fcos_cls": 0.27158902573864907, "loss_fcos_ctr": 0.6223819274455309, "loss_fcos_loc": 0.20200509892310947, "loss_mask": 0.2744650635868311, "loss_maskiou": 0.005770441166532692, "loss_sem_seg": 0.2964401924982667, "lr": 0.01, "mask_rcnn/accuracy": 0.8807084215618268, "mask_rcnn/false_negative": 0.08808017555737743, "mask_rcnn/false_positive": 0.14278484702872668, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7514141816645861, "total_loss": 1.6799253402277827} {"data_time": 0.010027335956692696, "eta_seconds": 135824.05452673137, "iteration": 84099, "loss_fcos_cls": 0.26799882389605045, "loss_fcos_ctr": 0.6194286025129259, "loss_fcos_loc": 0.20118955883663148, "loss_mask": 0.2704714881256223, "loss_maskiou": 0.005459301806695294, "loss_sem_seg": 0.3402447490952909, "lr": 0.01, "mask_rcnn/accuracy": 0.8776936456400742, "mask_rcnn/false_negative": 0.08989670984932427, "mask_rcnn/false_positive": 0.16014672894745602, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.75, "time": 0.7247111843898892, "total_loss": 1.6736755905294558} {"data_time": 0.010704479180276394, "eta_seconds": 135877.44424814638, "iteration": 84119, "loss_fcos_cls": 0.26907597202807665, "loss_fcos_ctr": 0.6223589414730668, "loss_fcos_loc": 0.20597291132435203, "loss_mask": 0.2706371508538723, "loss_maskiou": 0.005701526184566319, "loss_sem_seg": 0.33361814823001623, "lr": 0.01, "mask_rcnn/accuracy": 0.8903571428571428, "mask_rcnn/false_negative": 0.10197578056112183, "mask_rcnn/false_positive": 0.1307319220313875, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.25, "time": 0.7444007378071547, "total_loss": 1.7126617807225557} {"data_time": 0.011067796498537064, "eta_seconds": 135882.3933273321, "iteration": 84139, "loss_fcos_cls": 0.2594226901419461, "loss_fcos_ctr": 0.6207530414685607, "loss_fcos_loc": 0.20336806634441018, "loss_mask": 0.277054987847805, "loss_maskiou": 0.005868393236596603, "loss_sem_seg": 0.2748733554035425, "lr": 0.01, "mask_rcnn/accuracy": 0.8787687255753365, "mask_rcnn/false_negative": 0.09932451178480356, "mask_rcnn/false_positive": 0.1356735278073358, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 24.75, "time": 0.7325437506660819, "total_loss": 1.647780891849834} {"data_time": 0.00975742656737566, "eta_seconds": 135848.20458529796, "iteration": 84159, "loss_fcos_cls": 0.26663172361440957, "loss_fcos_ctr": 0.6208984423428774, "loss_fcos_loc": 0.2020063567906618, "loss_mask": 0.26544697117060423, "loss_maskiou": 0.005965083510091063, "loss_sem_seg": 0.29385048244148493, "lr": 0.01, "mask_rcnn/accuracy": 0.8648411784068466, "mask_rcnn/false_negative": 0.09554265313556284, "mask_rcnn/false_positive": 0.17583530505606904, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.5, "time": 0.7319073863327503, "total_loss": 1.6779660020438314} {"data_time": 0.009465754963457584, "eta_seconds": 135807.93580924533, "iteration": 84179, "loss_fcos_cls": 0.2631214789580554, "loss_fcos_ctr": 0.6197124030441046, "loss_fcos_loc": 0.20073959068395197, "loss_mask": 0.2754557551816106, "loss_maskiou": 0.005866021019755863, "loss_sem_seg": 0.3038136805407703, "lr": 0.01, "mask_rcnn/accuracy": 0.8816812439261419, "mask_rcnn/false_negative": 0.1008955177214615, "mask_rcnn/false_positive": 0.15082104706394983, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.5, "time": 0.7406096644699574, "total_loss": 1.653157797001768} {"data_time": 0.010310330428183079, "eta_seconds": 135797.90570039488, "iteration": 84199, "loss_fcos_cls": 0.2549199478235096, "loss_fcos_ctr": 0.6223617615178227, "loss_fcos_loc": 0.1975553793599829, "loss_mask": 0.2800683630630374, "loss_maskiou": 0.006516567518701777, "loss_sem_seg": 0.3018346833996475, "lr": 0.01, "mask_rcnn/accuracy": 0.8746058774300234, "mask_rcnn/false_negative": 0.09482638820721612, "mask_rcnn/false_positive": 0.13735898805653124, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.7388356951996684, "total_loss": 1.680750403975253} {"data_time": 0.011201892979443073, "eta_seconds": 135783.28813582845, "iteration": 84219, "loss_fcos_cls": 0.25990074849687517, "loss_fcos_ctr": 0.6223950479179621, "loss_fcos_loc": 0.20583209820324555, "loss_mask": 0.2850222624838352, "loss_maskiou": 0.006058597573428415, "loss_sem_seg": 0.3060097028501332, "lr": 0.01, "mask_rcnn/accuracy": 0.8696439695064072, "mask_rcnn/false_negative": 0.09636585424480273, "mask_rcnn/false_positive": 0.1523579851601999, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 39.25, "time": 0.7280336217954755, "total_loss": 1.6675937880427227} {"data_time": 0.010857776738703251, "eta_seconds": 135768.67057126202, "iteration": 84239, "loss_fcos_cls": 0.2521306519629434, "loss_fcos_ctr": 0.6213461658917367, "loss_fcos_loc": 0.1964139609481208, "loss_mask": 0.2697267117910087, "loss_maskiou": 0.005217366568103898, "loss_sem_seg": 0.2864861150737852, "lr": 0.01, "mask_rcnn/accuracy": 0.8939052019409162, "mask_rcnn/false_negative": 0.08982555330692793, "mask_rcnn/false_positive": 0.14696942323559326, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.5, "time": 0.7246970115229487, "total_loss": 1.63762050607329} {"data_time": 0.009549046866595745, "eta_seconds": 135680.72146905866, "iteration": 84259, "loss_fcos_cls": 0.2687763115391135, "loss_fcos_ctr": 0.621552879922092, "loss_fcos_loc": 0.19733216625172645, "loss_mask": 0.2628035228699446, "loss_maskiou": 0.005800663879199419, "loss_sem_seg": 0.28391890856437385, "lr": 0.01, "mask_rcnn/accuracy": 0.8940521421334491, "mask_rcnn/false_negative": 0.08602046744316166, "mask_rcnn/false_positive": 0.11469272210244251, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.25, "time": 0.7247619749978185, "total_loss": 1.628675918393128} {"data_time": 0.00930956844240427, "eta_seconds": 135780.0397670595, "iteration": 84279, "loss_fcos_cls": 0.2562845803331584, "loss_fcos_ctr": 0.6253523309715092, "loss_fcos_loc": 0.20434929570183158, "loss_mask": 0.2704948615282774, "loss_maskiou": 0.005830115660501178, "loss_sem_seg": 0.28968690102919936, "lr": 0.01, "mask_rcnn/accuracy": 0.887085345182506, "mask_rcnn/false_negative": 0.07754418104254612, "mask_rcnn/false_positive": 0.13155655056192425, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.25, "time": 0.7456208830699325, "total_loss": 1.6542208713217406} {"data_time": 0.010321643203496933, "eta_seconds": 135724.81787756272, "iteration": 84299, "loss_fcos_cls": 0.2676907090935856, "loss_fcos_ctr": 0.6225890968926251, "loss_fcos_loc": 0.20457869488745928, "loss_mask": 0.26829882338643074, "loss_maskiou": 0.006048158174962737, "loss_sem_seg": 0.29823397006839514, "lr": 0.01, "mask_rcnn/accuracy": 0.8884361763573354, "mask_rcnn/false_negative": 0.10915442632267866, "mask_rcnn/false_positive": 0.12431894439283779, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.5, "time": 0.7341965949162841, "total_loss": 1.6651646940226783} {"data_time": 0.010947617702186108, "eta_seconds": 135568.61511626653, "iteration": 84319, "loss_fcos_cls": 0.25372786400839686, "loss_fcos_ctr": 0.6202991395257413, "loss_fcos_loc": 0.19276735512539744, "loss_mask": 0.2659856188111007, "loss_maskiou": 0.005440645109047182, "loss_sem_seg": 0.33270124485716224, "lr": 0.01, "mask_rcnn/accuracy": 0.8924315216150129, "mask_rcnn/false_negative": 0.07541859252593451, "mask_rcnn/false_positive": 0.1315953718217796, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7191428979858756, "total_loss": 1.6677028055419214} {"data_time": 0.009625001810491085, "eta_seconds": 135666.2694414826, "iteration": 84339, "loss_fcos_cls": 0.26929968572221696, "loss_fcos_ctr": 0.6204960979521275, "loss_fcos_loc": 0.2035995980259031, "loss_mask": 0.2706095799803734, "loss_maskiou": 0.005793473043013364, "loss_sem_seg": 0.28165688179433346, "lr": 0.01, "mask_rcnn/accuracy": 0.8807089368005266, "mask_rcnn/false_negative": 0.08510494916835668, "mask_rcnn/false_positive": 0.14684443586487095, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7402673829346895, "total_loss": 1.677332417551952} {"data_time": 0.010246033780276775, "eta_seconds": 135512.65118211415, "iteration": 84359, "loss_fcos_cls": 0.26604639389552176, "loss_fcos_ctr": 0.6216993206180632, "loss_fcos_loc": 0.20552500116173178, "loss_mask": 0.28535223193466663, "loss_maskiou": 0.0060142244037706405, "loss_sem_seg": 0.2990172430872917, "lr": 0.01, "mask_rcnn/accuracy": 0.8444906290076644, "mask_rcnn/false_negative": 0.0842711411603459, "mask_rcnn/false_positive": 0.18802594055448074, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.75, "time": 0.7193563738837838, "total_loss": 1.695240711036604} {"data_time": 0.009779856540262699, "eta_seconds": 135494.6487452779, "iteration": 84379, "loss_fcos_cls": 0.25674433168023825, "loss_fcos_ctr": 0.6214267201721668, "loss_fcos_loc": 0.2055610156385228, "loss_mask": 0.2793377744965255, "loss_maskiou": 0.005938970025454182, "loss_sem_seg": 0.27760503673925996, "lr": 0.01, "mask_rcnn/accuracy": 0.8883216301984711, "mask_rcnn/false_negative": 0.08498296296803862, "mask_rcnn/false_positive": 0.13165434467205, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.5, "time": 0.7417041007429361, "total_loss": 1.6469636414949491} {"data_time": 0.009811488911509514, "eta_seconds": 135487.06601365004, "iteration": 84399, "loss_fcos_cls": 0.25826456351205707, "loss_fcos_ctr": 0.6241557458415627, "loss_fcos_loc": 0.20630469440948218, "loss_mask": 0.2749915337190032, "loss_maskiou": 0.005967503657302586, "loss_sem_seg": 0.3027450405061245, "lr": 0.01, "mask_rcnn/accuracy": 0.8681276795116081, "mask_rcnn/false_negative": 0.11622988533089529, "mask_rcnn/false_positive": 0.14885435307411599, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.5, "time": 0.7296226946637034, "total_loss": 1.669294535098743} {"data_time": 0.009924836456775665, "eta_seconds": 135468.85288825165, "iteration": 84419, "loss_fcos_cls": 0.247890590922907, "loss_fcos_ctr": 0.6234079021960497, "loss_fcos_loc": 0.20785150968004018, "loss_mask": 0.2729738377965987, "loss_maskiou": 0.005720580695196986, "loss_sem_seg": 0.28601581882685423, "lr": 0.01, "mask_rcnn/accuracy": 0.8815043773191094, "mask_rcnn/false_negative": 0.09964125196364809, "mask_rcnn/false_positive": 0.1273649405855625, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 37.5, "time": 0.7217391971498728, "total_loss": 1.6550422095406248} {"data_time": 0.010037902742624283, "eta_seconds": 135450.8515514005, "iteration": 84439, "loss_fcos_cls": 0.2763212985591963, "loss_fcos_ctr": 0.6224823212251067, "loss_fcos_loc": 0.20842993119731545, "loss_mask": 0.2873623757623136, "loss_maskiou": 0.00619514448044356, "loss_sem_seg": 0.27508352464064956, "lr": 0.01, "mask_rcnn/accuracy": 0.890320507902409, "mask_rcnn/false_negative": 0.10046421981635262, "mask_rcnn/false_positive": 0.12625510219465838, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.0, "time": 0.7282890751957893, "total_loss": 1.680513473242172} {"data_time": 0.010957418009638786, "eta_seconds": 135438.57196133304, "iteration": 84459, "loss_fcos_cls": 0.2569073988124728, "loss_fcos_ctr": 0.6202882463112473, "loss_fcos_loc": 0.20210265641799197, "loss_mask": 0.2907201210036874, "loss_maskiou": 0.0062788921168248635, "loss_sem_seg": 0.3099619704298675, "lr": 0.01, "mask_rcnn/accuracy": 0.8848297866155008, "mask_rcnn/false_negative": 0.09156314581485758, "mask_rcnn/false_positive": 0.15472987646708647, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.25, "time": 0.7402114486321807, "total_loss": 1.674353212423739} {"data_time": 0.009050716646015644, "eta_seconds": 135421.6534221489, "iteration": 84479, "loss_fcos_cls": 0.2744012491311878, "loss_fcos_ctr": 0.6218475063797086, "loss_fcos_loc": 0.19888363871723413, "loss_mask": 0.2791733257472515, "loss_maskiou": 0.006121295475168154, "loss_sem_seg": 0.3237214982509613, "lr": 0.01, "mask_rcnn/accuracy": 0.8828542333182379, "mask_rcnn/false_negative": 0.07934271450961197, "mask_rcnn/false_positive": 0.15301040158813808, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.75, "time": 0.723720146343112, "total_loss": 1.6993526302394457} {"data_time": 0.00936522800475359, "eta_seconds": 135403.57408176083, "iteration": 84499, "loss_fcos_cls": 0.27423922624439, "loss_fcos_ctr": 0.6214726446196437, "loss_fcos_loc": 0.20215446106158197, "loss_mask": 0.26730257319286466, "loss_maskiou": 0.005523329731659032, "loss_sem_seg": 0.2911158089991659, "lr": 0.01, "mask_rcnn/accuracy": 0.8814507052821128, "mask_rcnn/false_negative": 0.08794085948513197, "mask_rcnn/false_positive": 0.15477046323282972, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7285413118079305, "total_loss": 1.6728410568393883} {"data_time": 0.009449133649468422, "eta_seconds": 135261.46558357403, "iteration": 84519, "loss_fcos_cls": 0.24622500489931554, "loss_fcos_ctr": 0.6209534376394004, "loss_fcos_loc": 0.19001318502705544, "loss_mask": 0.2553079864010215, "loss_maskiou": 0.00556557034724392, "loss_sem_seg": 0.3017902192659676, "lr": 0.01, "mask_rcnn/accuracy": 0.883275109132722, "mask_rcnn/false_negative": 0.08402895057089074, "mask_rcnn/false_positive": 0.13636811278022692, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.25, "time": 0.7252244465053082, "total_loss": 1.6227716982830316} {"data_time": 0.01022172812372446, "eta_seconds": 135285.42625285964, "iteration": 84539, "loss_fcos_cls": 0.2581066300626844, "loss_fcos_ctr": 0.622485198546201, "loss_fcos_loc": 0.20415570866316557, "loss_mask": 0.2775624366477132, "loss_maskiou": 0.006260082082008012, "loss_sem_seg": 0.2785060848109424, "lr": 0.01, "mask_rcnn/accuracy": 0.8867815841191209, "mask_rcnn/false_negative": 0.1155395828141968, "mask_rcnn/false_positive": 0.11411549915517422, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 25.75, "time": 0.748515835031867, "total_loss": 1.6649317778719706} {"data_time": 0.010574476793408394, "eta_seconds": 135365.57538808975, "iteration": 84559, "loss_fcos_cls": 0.26310948001628276, "loss_fcos_ctr": 0.6220738515257835, "loss_fcos_loc": 0.20285074866842479, "loss_mask": 0.275879193097353, "loss_maskiou": 0.005951745552010834, "loss_sem_seg": 0.3033479629084468, "lr": 0.01, "mask_rcnn/accuracy": 0.8760811007303355, "mask_rcnn/false_negative": 0.1085723878931992, "mask_rcnn/false_positive": 0.14955095258931062, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.5, "time": 0.7601112434640527, "total_loss": 1.70580145267013} {"data_time": 0.009995856322348118, "eta_seconds": 135378.78503171168, "iteration": 84579, "loss_fcos_cls": 0.26167258457280695, "loss_fcos_ctr": 0.622021984308958, "loss_fcos_loc": 0.20195834012702107, "loss_mask": 0.2786927968263626, "loss_maskiou": 0.006390410111634992, "loss_sem_seg": 0.29224182944744825, "lr": 0.01, "mask_rcnn/accuracy": 0.880484693877551, "mask_rcnn/false_negative": 0.09977981952987793, "mask_rcnn/false_positive": 0.17018569266045624, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.5, "time": 0.725728708319366, "total_loss": 1.6299530555406818} {"data_time": 0.010327965952455997, "eta_seconds": 135336.37675879244, "iteration": 84599, "loss_fcos_cls": 0.2621493872720748, "loss_fcos_ctr": 0.6214469992555678, "loss_fcos_loc": 0.19543754460755736, "loss_mask": 0.25653089117258787, "loss_maskiou": 0.005303988727973774, "loss_sem_seg": 0.2698588604107499, "lr": 0.01, "mask_rcnn/accuracy": 0.8686191737166702, "mask_rcnn/false_negative": 0.09472736655313035, "mask_rcnn/false_positive": 0.14815910466304044, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 35.5, "time": 0.7374300686642528, "total_loss": 1.6512178644625237} {"data_time": 0.01003426592797041, "eta_seconds": 135385.66069796123, "iteration": 84619, "loss_fcos_cls": 0.2703740340657532, "loss_fcos_ctr": 0.6184002486988902, "loss_fcos_loc": 0.20040060952305794, "loss_mask": 0.2717104898765683, "loss_maskiou": 0.005875922448467463, "loss_sem_seg": 0.2771709500811994, "lr": 0.01, "mask_rcnn/accuracy": 0.8775508985247229, "mask_rcnn/false_negative": 0.08879823567931003, "mask_rcnn/false_positive": 0.14121715890554223, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 41.25, "time": 0.7384544229134917, "total_loss": 1.639025515600224} {"data_time": 0.01011004950851202, "eta_seconds": 135433.15171903465, "iteration": 84639, "loss_fcos_cls": 0.24945851881057024, "loss_fcos_ctr": 0.6203814130276442, "loss_fcos_loc": 0.19372935395222157, "loss_mask": 0.26534593384712934, "loss_maskiou": 0.00593996578027145, "loss_sem_seg": 0.25795525615103543, "lr": 0.01, "mask_rcnn/accuracy": 0.8763285075935137, "mask_rcnn/false_negative": 0.09016434368288442, "mask_rcnn/false_positive": 0.1248547834562824, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.25, "time": 0.7230800529941916, "total_loss": 1.6307943455758505} {"data_time": 0.009590758942067623, "eta_seconds": 135386.4589967355, "iteration": 84659, "loss_fcos_cls": 0.2616969144437462, "loss_fcos_ctr": 0.6182648949325085, "loss_fcos_loc": 0.18872826092410833, "loss_mask": 0.2533304514363408, "loss_maskiou": 0.005704462921130471, "loss_sem_seg": 0.29903211165219545, "lr": 0.01, "mask_rcnn/accuracy": 0.8972270340496942, "mask_rcnn/false_negative": 0.08109714742296774, "mask_rcnn/false_positive": 0.126445751757557, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.25, "time": 0.7248340472579002, "total_loss": 1.6208180052781245} {"data_time": 0.009604538790881634, "eta_seconds": 135416.6655589249, "iteration": 84679, "loss_fcos_cls": 0.2674882533028722, "loss_fcos_ctr": 0.6225357968360186, "loss_fcos_loc": 0.20951740618329495, "loss_mask": 0.2882839487865567, "loss_maskiou": 0.006502885458758101, "loss_sem_seg": 0.26419090665876865, "lr": 0.01, "mask_rcnn/accuracy": 0.8645597127739985, "mask_rcnn/false_negative": 0.08750919069045421, "mask_rcnn/false_positive": 0.19129849732582027, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7514727339148521, "total_loss": 1.6652159534132807} {"data_time": 0.01024696882814169, "eta_seconds": 135389.3129983591, "iteration": 84699, "loss_fcos_cls": 0.25493027176707983, "loss_fcos_ctr": 0.6221643630415201, "loss_fcos_loc": 0.19959976873360574, "loss_mask": 0.2654395364224911, "loss_maskiou": 0.0055363730862154625, "loss_sem_seg": 0.3173102861037478, "lr": 0.01, "mask_rcnn/accuracy": 0.8844031939016741, "mask_rcnn/false_negative": 0.0898818671668109, "mask_rcnn/false_positive": 0.1348165588606154, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.75, "time": 0.7352011688053608, "total_loss": 1.6641147767804796} {"data_time": 0.010034729726612568, "eta_seconds": 135374.70009146724, "iteration": 84719, "loss_fcos_cls": 0.2569951228215359, "loss_fcos_ctr": 0.6206903457641602, "loss_fcos_loc": 0.19872769922949374, "loss_mask": 0.26629612827673554, "loss_maskiou": 0.0055912998795975, "loss_sem_seg": 0.3366166208870709, "lr": 0.01, "mask_rcnn/accuracy": 0.8642673260506293, "mask_rcnn/false_negative": 0.1307721500408245, "mask_rcnn/false_positive": 0.14952938251147307, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.75, "time": 0.7379204677417874, "total_loss": 1.6783246569684707} {"data_time": 0.009579413570463657, "eta_seconds": 135360.0871845754, "iteration": 84739, "loss_fcos_cls": 0.27892250823788345, "loss_fcos_ctr": 0.6202521757222712, "loss_fcos_loc": 0.20676691504195333, "loss_mask": 0.2840835740789771, "loss_maskiou": 0.00609198917663889, "loss_sem_seg": 0.31119437236338854, "lr": 0.01, "mask_rcnn/accuracy": 0.8931094286005, "mask_rcnn/false_negative": 0.09424605830100583, "mask_rcnn/false_positive": 0.14092661535968057, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7391618117690086, "total_loss": 1.735902013941086} {"data_time": 0.01000228151679039, "eta_seconds": 135345.47427768353, "iteration": 84759, "loss_fcos_cls": 0.26751964539289474, "loss_fcos_ctr": 0.621782043017447, "loss_fcos_loc": 0.20378673123195767, "loss_mask": 0.2806437751278281, "loss_maskiou": 0.005807261397421826, "loss_sem_seg": 0.3021923420019448, "lr": 0.01, "mask_rcnn/accuracy": 0.8731283432176289, "mask_rcnn/false_negative": 0.09534685334374673, "mask_rcnn/false_positive": 0.12885380483753356, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.7385953003540635, "total_loss": 1.6900377852980455} {"data_time": 0.010265788063406944, "eta_seconds": 135396.95372932404, "iteration": 84779, "loss_fcos_cls": 0.278651122469455, "loss_fcos_ctr": 0.6251238696277142, "loss_fcos_loc": 0.21529852744424716, "loss_mask": 0.2630849573761225, "loss_maskiou": 0.006234425789443776, "loss_sem_seg": 0.30669970624148846, "lr": 0.01, "mask_rcnn/accuracy": 0.8794383567821068, "mask_rcnn/false_negative": 0.09231034265768653, "mask_rcnn/false_positive": 0.15283577979410873, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7379287499934435, "total_loss": 1.6718943394953385} {"data_time": 0.010309968143701553, "eta_seconds": 135428.7357939724, "iteration": 84799, "loss_fcos_cls": 0.2669503059005365, "loss_fcos_ctr": 0.6208468116819859, "loss_fcos_loc": 0.19437843188643456, "loss_mask": 0.2691017184406519, "loss_maskiou": 0.005877008268726058, "loss_sem_seg": 0.2952283197082579, "lr": 0.01, "mask_rcnn/accuracy": 0.8715990575187793, "mask_rcnn/false_negative": 0.09926365538610438, "mask_rcnn/false_positive": 0.15088399693515392, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 38.0, "time": 0.7363304803147912, "total_loss": 1.6694890434737317} {"data_time": 0.009953613393008709, "eta_seconds": 135433.36436377186, "iteration": 84819, "loss_fcos_cls": 0.25498235796112567, "loss_fcos_ctr": 0.6203949223272502, "loss_fcos_loc": 0.19164389849174768, "loss_mask": 0.26249200757592916, "loss_maskiou": 0.005740536238590721, "loss_sem_seg": 0.2864338378421962, "lr": 0.01, "mask_rcnn/accuracy": 0.8724162205865953, "mask_rcnn/false_negative": 0.11221283704451122, "mask_rcnn/false_positive": 0.14526671855858544, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.7281340202316642, "total_loss": 1.6317293382817297} {"data_time": 0.0102834552526474, "eta_seconds": 135313.00143200438, "iteration": 84839, "loss_fcos_cls": 0.27347231248859316, "loss_fcos_ctr": 0.620517011731863, "loss_fcos_loc": 0.20521051180548966, "loss_mask": 0.2820074181072414, "loss_maskiou": 0.005787389352917671, "loss_sem_seg": 0.3186111538670957, "lr": 0.01, "mask_rcnn/accuracy": 0.879424486689653, "mask_rcnn/false_negative": 0.10191016364699143, "mask_rcnn/false_positive": 0.12159796344761711, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 25.0, "time": 0.7071616780012846, "total_loss": 1.6877760140050668} {"data_time": 0.00948393251746893, "eta_seconds": 135240.36454489082, "iteration": 84859, "loss_fcos_cls": 0.25575972511433065, "loss_fcos_ctr": 0.6230147550813854, "loss_fcos_loc": 0.2025414751842618, "loss_mask": 0.2808473538607359, "loss_maskiou": 0.006172499735839665, "loss_sem_seg": 0.26865061232820153, "lr": 0.01, "mask_rcnn/accuracy": 0.8657731777151421, "mask_rcnn/false_negative": 0.1033297203701875, "mask_rcnn/false_positive": 0.14953442102323292, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.25, "time": 0.734042632393539, "total_loss": 1.6430680231569568} {"data_time": 0.010134893469512463, "eta_seconds": 135370.235576028, "iteration": 84879, "loss_fcos_cls": 0.2492878525517881, "loss_fcos_ctr": 0.6214072555303574, "loss_fcos_loc": 0.19757878710515797, "loss_mask": 0.2651229854673147, "loss_maskiou": 0.005569978573475964, "loss_sem_seg": 0.2668484142050147, "lr": 0.01, "mask_rcnn/accuracy": 0.8854398577612863, "mask_rcnn/false_negative": 0.09687137121935846, "mask_rcnn/false_positive": 0.11898555118317812, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.7435676800087094, "total_loss": 1.6031596920947777} {"data_time": 0.010170886293053627, "eta_seconds": 135374.8558280738, "iteration": 84899, "loss_fcos_cls": 0.26022101659327745, "loss_fcos_ctr": 0.6218196526169777, "loss_fcos_loc": 0.20381562947295606, "loss_mask": 0.26872129179537296, "loss_maskiou": 0.005697154025256168, "loss_sem_seg": 0.255351634521503, "lr": 0.01, "mask_rcnn/accuracy": 0.916056590201566, "mask_rcnn/false_negative": 0.09785944511518413, "mask_rcnn/false_positive": 0.10588135336674791, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.75, "time": 0.7248098682612181, "total_loss": 1.631473948022176} {"data_time": 0.010250132530927658, "eta_seconds": 135360.2286941493, "iteration": 84919, "loss_fcos_cls": 0.25261613074690104, "loss_fcos_ctr": 0.6215112991631031, "loss_fcos_loc": 0.1944375663297251, "loss_mask": 0.2768772840499878, "loss_maskiou": 0.005963058385532349, "loss_sem_seg": 0.27334578335285187, "lr": 0.01, "mask_rcnn/accuracy": 0.891433387353229, "mask_rcnn/false_negative": 0.10407312510500874, "mask_rcnn/false_positive": 0.12465780000681728, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.0, "time": 0.7314089629799128, "total_loss": 1.6634230492491042} {"data_time": 0.010297234170138836, "eta_seconds": 135488.39218191616, "iteration": 84939, "loss_fcos_cls": 0.2555209763813764, "loss_fcos_ctr": 0.6197363687679172, "loss_fcos_loc": 0.1909453587140888, "loss_mask": 0.2675294615328312, "loss_maskiou": 0.005619932941044681, "loss_sem_seg": 0.31374859623610973, "lr": 0.01, "mask_rcnn/accuracy": 0.8860823693701618, "mask_rcnn/false_negative": 0.10482270254195974, "mask_rcnn/false_positive": 0.13647264813339138, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7418554797768593, "total_loss": 1.6596487664064625} {"data_time": 0.00910940207540989, "eta_seconds": 135576.59614409134, "iteration": 84959, "loss_fcos_cls": 0.2594624496996403, "loss_fcos_ctr": 0.6205857144668698, "loss_fcos_loc": 0.1993699020240456, "loss_mask": 0.2705392623320222, "loss_maskiou": 0.0059143188627786, "loss_sem_seg": 0.28536135656759143, "lr": 0.01, "mask_rcnn/accuracy": 0.8822480867346938, "mask_rcnn/false_negative": 0.09347586861043158, "mask_rcnn/false_positive": 0.14040799391662548, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.25, "time": 0.7419701665639877, "total_loss": 1.6851234912173823} {"data_time": 0.010335652157664299, "eta_seconds": 135474.37030082196, "iteration": 84979, "loss_fcos_cls": 0.25720627745613456, "loss_fcos_ctr": 0.6211571553722024, "loss_fcos_loc": 0.19138615997508168, "loss_mask": 0.2631843099370599, "loss_maskiou": 0.005935893350397237, "loss_sem_seg": 0.29842175217345357, "lr": 0.01, "mask_rcnn/accuracy": 0.9080525144840546, "mask_rcnn/false_negative": 0.0774198629198342, "mask_rcnn/false_positive": 0.1061549784566931, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 25.75, "time": 0.7115788627415895, "total_loss": 1.630599479904049} {"data_time": 0.010635378770530224, "eta_seconds": 135431.89724331535, "iteration": 84999, "loss_fcos_cls": 0.2760719242505729, "loss_fcos_ctr": 0.6234007519669831, "loss_fcos_loc": 0.20539845619350672, "loss_mask": 0.2631361521780491, "loss_maskiou": 0.005577711170190014, "loss_sem_seg": 0.28656733501702547, "lr": 0.01, "mask_rcnn/accuracy": 0.8837186068572267, "mask_rcnn/false_negative": 0.1161064998687287, "mask_rcnn/false_positive": 0.13983511844605612, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.25, "time": 0.7211589645594358, "total_loss": 1.6474861572060036} {"data_time": 0.010227667167782784, "eta_seconds": 135464.17722258437, "iteration": 85019, "loss_fcos_cls": 0.25295479875057936, "loss_fcos_ctr": 0.6217905357480049, "loss_fcos_loc": 0.19686127093154937, "loss_mask": 0.25842825043946505, "loss_maskiou": 0.005108524099341594, "loss_sem_seg": 0.3162890411913395, "lr": 0.01, "mask_rcnn/accuracy": 0.8895241132167153, "mask_rcnn/false_negative": 0.10292003378767127, "mask_rcnn/false_positive": 0.11455753851854139, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.5, "time": 0.7312211822718382, "total_loss": 1.6570958876072837} {"data_time": 0.009842845611274242, "eta_seconds": 135513.91973738465, "iteration": 85039, "loss_fcos_cls": 0.2568559448700398, "loss_fcos_ctr": 0.6208045883104205, "loss_fcos_loc": 0.19522885093465447, "loss_mask": 0.26729575265198946, "loss_maskiou": 0.005327521765138954, "loss_sem_seg": 0.28639703290537, "lr": 0.01, "mask_rcnn/accuracy": 0.8848223160758106, "mask_rcnn/false_negative": 0.08930812694361039, "mask_rcnn/false_positive": 0.15610622629174975, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.5, "time": 0.7239246554672718, "total_loss": 1.6154244908684632} {"data_time": 0.009998055174946785, "eta_seconds": 135415.79343860596, "iteration": 85059, "loss_fcos_cls": 0.2534842509776354, "loss_fcos_ctr": 0.622246403247118, "loss_fcos_loc": 0.19629390444606543, "loss_mask": 0.27823640312999487, "loss_maskiou": 0.005583947880950291, "loss_sem_seg": 0.2995501426048577, "lr": 0.01, "mask_rcnn/accuracy": 0.8849067243520662, "mask_rcnn/false_negative": 0.09588647870925623, "mask_rcnn/false_positive": 0.14470821929244426, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7263591513037682, "total_loss": 1.6738212681229925} {"data_time": 0.009419543668627739, "eta_seconds": 135243.21162275318, "iteration": 85079, "loss_fcos_cls": 0.26444551663007587, "loss_fcos_ctr": 0.6228073006495833, "loss_fcos_loc": 0.19370693829841912, "loss_mask": 0.26717118825763464, "loss_maskiou": 0.005605814440059476, "loss_sem_seg": 0.29113520216196775, "lr": 0.01, "mask_rcnn/accuracy": 0.8887616078775329, "mask_rcnn/false_negative": 0.08934105919949886, "mask_rcnn/false_positive": 0.14722247620706708, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7068644864484668, "total_loss": 1.6605261758886627} {"data_time": 0.010261551477015018, "eta_seconds": 135310.0438365871, "iteration": 85099, "loss_fcos_cls": 0.25944879138842225, "loss_fcos_ctr": 0.6192421545274556, "loss_fcos_loc": 0.20757741655688733, "loss_mask": 0.28583707101643085, "loss_maskiou": 0.006394122647179756, "loss_sem_seg": 0.29008017131127417, "lr": 0.01, "mask_rcnn/accuracy": 0.8811251839917253, "mask_rcnn/false_negative": 0.1023583440007826, "mask_rcnn/false_positive": 0.14331951670115575, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.25, "time": 0.7391458274796605, "total_loss": 1.6503024595876923} {"data_time": 0.00908796489238739, "eta_seconds": 135202.03964980133, "iteration": 85119, "loss_fcos_cls": 0.25509301119018346, "loss_fcos_ctr": 0.6199989402666688, "loss_fcos_loc": 0.19626333005726337, "loss_mask": 0.2817723769694567, "loss_maskiou": 0.005979579254926648, "loss_sem_seg": 0.2594993917737156, "lr": 0.01, "mask_rcnn/accuracy": 0.8751297887576083, "mask_rcnn/false_negative": 0.09217584228912232, "mask_rcnn/false_positive": 0.17326186845621855, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7123163482174277, "total_loss": 1.6157757388355094} {"data_time": 0.00872042402625084, "eta_seconds": 135075.79650890362, "iteration": 85139, "loss_fcos_cls": 0.2576758919749409, "loss_fcos_ctr": 0.6197474738582969, "loss_fcos_loc": 0.18802081001922488, "loss_mask": 0.25224041659384966, "loss_maskiou": 0.005134213693963829, "loss_sem_seg": 0.3156897737644613, "lr": 0.01, "mask_rcnn/accuracy": 0.8932081965771046, "mask_rcnn/false_negative": 0.08349450893419022, "mask_rcnn/false_positive": 0.1193652774217929, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 43.0, "time": 0.7071795156225562, "total_loss": 1.631866820527648} {"data_time": 0.010990236885845661, "eta_seconds": 135031.8129814174, "iteration": 85159, "loss_fcos_cls": 0.26849103067070246, "loss_fcos_ctr": 0.6191750317811966, "loss_fcos_loc": 0.20045867224689573, "loss_mask": 0.2678564554080367, "loss_maskiou": 0.005319132797012571, "loss_sem_seg": 0.2890880540944636, "lr": 0.01, "mask_rcnn/accuracy": 0.8756944977239016, "mask_rcnn/false_negative": 0.0944154076622004, "mask_rcnn/false_positive": 0.14632404029191987, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7274550795555115, "total_loss": 1.6398928992421133} {"data_time": 0.0091934185475111, "eta_seconds": 134989.9521229975, "iteration": 85179, "loss_fcos_cls": 0.24755208287388086, "loss_fcos_ctr": 0.6178370546549559, "loss_fcos_loc": 0.19789566844701767, "loss_mask": 0.26860326528549194, "loss_maskiou": 0.005401285030529834, "loss_sem_seg": 0.29729902977123857, "lr": 0.01, "mask_rcnn/accuracy": 0.8804936448263516, "mask_rcnn/false_negative": 0.10436518952989063, "mask_rcnn/false_positive": 0.1233369301864237, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.73287935834378, "total_loss": 1.6316002103994833} {"data_time": 0.01005831640213728, "eta_seconds": 134900.16247275565, "iteration": 85199, "loss_fcos_cls": 0.2624342169146985, "loss_fcos_ctr": 0.6182646448723972, "loss_fcos_loc": 0.18409786350093782, "loss_mask": 0.25834519509226084, "loss_maskiou": 0.0048132803494809195, "loss_sem_seg": 0.2656620761845261, "lr": 0.01, "mask_rcnn/accuracy": 0.8986383066740209, "mask_rcnn/false_negative": 0.10058319699994464, "mask_rcnn/false_positive": 0.10928452512562174, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.75, "time": 0.7377543123438954, "total_loss": 1.6316855221739388} {"data_time": 0.009450088255107403, "eta_seconds": 134922.27490756847, "iteration": 85219, "loss_fcos_cls": 0.26238323259167373, "loss_fcos_ctr": 0.6212806566618383, "loss_fcos_loc": 0.19740441488102078, "loss_mask": 0.2695681555196643, "loss_maskiou": 0.00595778833667282, "loss_sem_seg": 0.2873324188403785, "lr": 0.01, "mask_rcnn/accuracy": 0.8806152477042182, "mask_rcnn/false_negative": 0.08997317553266383, "mask_rcnn/false_positive": 0.12036859123626842, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.751127946190536, "total_loss": 1.653626976411033} {"data_time": 0.010076628066599369, "eta_seconds": 134946.12919634208, "iteration": 85239, "loss_fcos_cls": 0.263539643608965, "loss_fcos_ctr": 0.6185795748606324, "loss_fcos_loc": 0.20052583189681172, "loss_mask": 0.2759293424896896, "loss_maskiou": 0.0060118787150713615, "loss_sem_seg": 0.2944848816841841, "lr": 0.01, "mask_rcnn/accuracy": 0.8777361886108419, "mask_rcnn/false_negative": 0.07866243864857489, "mask_rcnn/false_positive": 0.13816190055630906, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.25, "time": 0.7295624874532223, "total_loss": 1.6570369657565607} {"data_time": 0.010760469362139702, "eta_seconds": 134988.11389558297, "iteration": 85259, "loss_fcos_cls": 0.2543601975776255, "loss_fcos_ctr": 0.6166941747069359, "loss_fcos_loc": 0.19170624762773514, "loss_mask": 0.27018636651337147, "loss_maskiou": 0.0054416457132902, "loss_sem_seg": 0.30242712050676346, "lr": 0.01, "mask_rcnn/accuracy": 0.8901343387291865, "mask_rcnn/false_negative": 0.111622457391158, "mask_rcnn/false_positive": 0.11895541661226683, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.5, "time": 0.7324616853147745, "total_loss": 1.6556261091318447} {"data_time": 0.00937413889914751, "eta_seconds": 134841.76445002947, "iteration": 85279, "loss_fcos_cls": 0.26185108930803835, "loss_fcos_ctr": 0.6177257811650634, "loss_fcos_loc": 0.19212229375261813, "loss_mask": 0.25649797916412354, "loss_maskiou": 0.005903783574467525, "loss_sem_seg": 0.30611897306516767, "lr": 0.01, "mask_rcnn/accuracy": 0.8814223860275818, "mask_rcnn/false_negative": 0.0845886534147231, "mask_rcnn/false_positive": 0.15058074857294804, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7220841087400913, "total_loss": 1.6468482942364062} {"data_time": 0.010275354608893394, "eta_seconds": 134863.8609905932, "iteration": 85299, "loss_fcos_cls": 0.2654196585062891, "loss_fcos_ctr": 0.6199789950624108, "loss_fcos_loc": 0.19207228580489755, "loss_mask": 0.26654787454754114, "loss_maskiou": 0.005766130685515236, "loss_sem_seg": 0.27721516333986074, "lr": 0.01, "mask_rcnn/accuracy": 0.8691072232223223, "mask_rcnn/false_negative": 0.1050649566333954, "mask_rcnn/false_positive": 0.18556356830060183, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7406160514801741, "total_loss": 1.6426897893834393} {"data_time": 0.009405591525137424, "eta_seconds": 134944.27258892264, "iteration": 85319, "loss_fcos_cls": 0.27943933149799705, "loss_fcos_ctr": 0.620099107734859, "loss_fcos_loc": 0.20105263678124174, "loss_mask": 0.2852428313344717, "loss_maskiou": 0.006116883683716878, "loss_sem_seg": 0.31049496214836836, "lr": 0.01, "mask_rcnn/accuracy": 0.8685398571075817, "mask_rcnn/false_negative": 0.11116580834862, "mask_rcnn/false_positive": 0.1629956871408222, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.75, "time": 0.7294182041659951, "total_loss": 1.6941830517025664} {"data_time": 0.009647390805184841, "eta_seconds": 134870.9393565068, "iteration": 85339, "loss_fcos_cls": 0.268129451549612, "loss_fcos_ctr": 0.6192582352086902, "loss_fcos_loc": 0.19065571925602853, "loss_mask": 0.26632552314549685, "loss_maskiou": 0.005775510966486763, "loss_sem_seg": 0.3019934892654419, "lr": 0.01, "mask_rcnn/accuracy": 0.8843824291406472, "mask_rcnn/false_negative": 0.08939585085317858, "mask_rcnn/false_positive": 0.14883909647939447, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.7298114504665136, "total_loss": 1.6496498041888117} {"data_time": 0.010171744972467422, "eta_seconds": 134866.91060299706, "iteration": 85359, "loss_fcos_cls": 0.27181255258619785, "loss_fcos_ctr": 0.6231727078557014, "loss_fcos_loc": 0.201490574516356, "loss_mask": 0.2727435058914125, "loss_maskiou": 0.005908371720579453, "loss_sem_seg": 0.2851941268891096, "lr": 0.01, "mask_rcnn/accuracy": 0.8841746810041271, "mask_rcnn/false_negative": 0.11471079807904205, "mask_rcnn/false_positive": 0.12929836319702215, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7311197249218822, "total_loss": 1.6596859239507467} {"data_time": 0.009388542734086514, "eta_seconds": 134852.30204795208, "iteration": 85379, "loss_fcos_cls": 0.27424832759425044, "loss_fcos_ctr": 0.621281704865396, "loss_fcos_loc": 0.19372092746198177, "loss_mask": 0.2681300239637494, "loss_maskiou": 0.005288575652230065, "loss_sem_seg": 0.2929981448687613, "lr": 0.01, "mask_rcnn/accuracy": 0.8720327663408021, "mask_rcnn/false_negative": 0.09010655191538175, "mask_rcnn/false_positive": 0.15285468701972238, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.733423531986773, "total_loss": 1.6552231033456337} {"data_time": 0.009856738150119781, "eta_seconds": 134885.81751337554, "iteration": 85399, "loss_fcos_cls": 0.25537218136014417, "loss_fcos_ctr": 0.6229554763995111, "loss_fcos_loc": 0.20252943760715425, "loss_mask": 0.27206882322207093, "loss_maskiou": 0.00514838911476545, "loss_sem_seg": 0.2894274811260402, "lr": 0.01, "mask_rcnn/accuracy": 0.8865835275351825, "mask_rcnn/false_negative": 0.09286797209848682, "mask_rcnn/false_positive": 0.16535579516663623, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7362202852964401, "total_loss": 1.6656044041155837} {"data_time": 0.010798514820635319, "eta_seconds": 134929.11233776063, "iteration": 85419, "loss_fcos_cls": 0.27258524438366294, "loss_fcos_ctr": 0.6225300030782819, "loss_fcos_loc": 0.20227185846306384, "loss_mask": 0.2645760364830494, "loss_maskiou": 0.005779647231975105, "loss_sem_seg": 0.28245108504779637, "lr": 0.01, "mask_rcnn/accuracy": 0.8882669316485283, "mask_rcnn/false_negative": 0.10552825473607666, "mask_rcnn/false_positive": 0.13974008258312665, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.5, "time": 0.7368656303733587, "total_loss": 1.6728205492981942} {"data_time": 0.009306763298809528, "eta_seconds": 134873.37582968175, "iteration": 85439, "loss_fcos_cls": 0.26779305620584637, "loss_fcos_ctr": 0.6218599900603294, "loss_fcos_loc": 0.20248880685539916, "loss_mask": 0.26056759525090456, "loss_maskiou": 0.0053542515088338405, "loss_sem_seg": 0.2616950855590403, "lr": 0.01, "mask_rcnn/accuracy": 0.8999863007612334, "mask_rcnn/false_negative": 0.07928559639850308, "mask_rcnn/false_positive": 0.11982211294122479, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.5, "time": 0.7194796353578568, "total_loss": 1.6354841362917796} {"data_time": 0.010270768776535988, "eta_seconds": 134812.65411571972, "iteration": 85459, "loss_fcos_cls": 0.26366798114031553, "loss_fcos_ctr": 0.6191068179905415, "loss_fcos_loc": 0.19799109362065792, "loss_mask": 0.28754436783492565, "loss_maskiou": 0.006252250052057207, "loss_sem_seg": 0.3444463233463466, "lr": 0.01, "mask_rcnn/accuracy": 0.882995415939561, "mask_rcnn/false_negative": 0.0994951841838459, "mask_rcnn/false_positive": 0.12197134571252641, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7274037217721343, "total_loss": 1.726001214599819} {"data_time": 0.01023629866540432, "eta_seconds": 134885.25220730156, "iteration": 85479, "loss_fcos_cls": 0.270133413374424, "loss_fcos_ctr": 0.621711646206677, "loss_fcos_loc": 0.20715979568194598, "loss_mask": 0.2766657564789057, "loss_maskiou": 0.00585239686188288, "loss_sem_seg": 0.2981228264980018, "lr": 0.01, "mask_rcnn/accuracy": 0.8684794570001914, "mask_rcnn/false_negative": 0.11224801077424992, "mask_rcnn/false_positive": 0.13210579426788444, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.25, "time": 0.7351811975240707, "total_loss": 1.6736932061758125} {"data_time": 0.009830144234001637, "eta_seconds": 134940.05610154476, "iteration": 85499, "loss_fcos_cls": 0.275601074565202, "loss_fcos_ctr": 0.6229300303384662, "loss_fcos_loc": 0.20488996687345207, "loss_mask": 0.2742242133244872, "loss_maskiou": 0.0057722039928194135, "loss_sem_seg": 0.29255145601928234, "lr": 0.01, "mask_rcnn/accuracy": 0.8771915584415584, "mask_rcnn/false_negative": 0.09170341332270106, "mask_rcnn/false_positive": 0.13779368869995154, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7646909765899181, "total_loss": 1.6892354141382384} {"data_time": 0.011471951380372047, "eta_seconds": 134936.7122409027, "iteration": 85519, "loss_fcos_cls": 0.2819179983343929, "loss_fcos_ctr": 0.6249994114041328, "loss_fcos_loc": 0.21153553063049912, "loss_mask": 0.2642313330434263, "loss_maskiou": 0.0055119439675763715, "loss_sem_seg": 0.3191316332668066, "lr": 0.01, "mask_rcnn/accuracy": 0.8777210884353741, "mask_rcnn/false_negative": 0.11703294682239614, "mask_rcnn/false_positive": 0.14099975327950054, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7300878074020147, "total_loss": 1.7422434186300961} {"data_time": 0.010275830514729023, "eta_seconds": 135000.7983452892, "iteration": 85539, "loss_fcos_cls": 0.26115277339704335, "loss_fcos_ctr": 0.6191835887730122, "loss_fcos_loc": 0.19830585960880853, "loss_mask": 0.2707232628017664, "loss_maskiou": 0.0061696538323303685, "loss_sem_seg": 0.28912785998545587, "lr": 0.01, "mask_rcnn/accuracy": 0.8693469163981382, "mask_rcnn/false_negative": 0.10016452406132836, "mask_rcnn/false_positive": 0.15055464087444162, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.746540917083621, "total_loss": 1.6792817216191906} {"data_time": 0.009947783313691616, "eta_seconds": 134937.86965956353, "iteration": 85559, "loss_fcos_cls": 0.2815584456548095, "loss_fcos_ctr": 0.6205669529736042, "loss_fcos_loc": 0.21021119924262166, "loss_mask": 0.2616215255111456, "loss_maskiou": 0.005394513573264703, "loss_sem_seg": 0.29207091755233705, "lr": 0.01, "mask_rcnn/accuracy": 0.8813438281116677, "mask_rcnn/false_negative": 0.09794939689065847, "mask_rcnn/false_positive": 0.13441771130768704, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.5, "time": 0.7332829628139734, "total_loss": 1.6808418475811777} {"data_time": 0.010318747721612453, "eta_seconds": 135007.30223895796, "iteration": 85579, "loss_fcos_cls": 0.27542366250418127, "loss_fcos_ctr": 0.6200667330995202, "loss_fcos_loc": 0.1969534262898378, "loss_mask": 0.261851416900754, "loss_maskiou": 0.005638052571157459, "loss_sem_seg": 0.30158139090053737, "lr": 0.01, "mask_rcnn/accuracy": 0.8915729201516672, "mask_rcnn/false_negative": 0.08330931100741704, "mask_rcnn/false_positive": 0.12674173232094543, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.25, "time": 0.748024994507432, "total_loss": 1.6697780621034326} {"data_time": 0.010341577231884003, "eta_seconds": 134864.22817071062, "iteration": 85599, "loss_fcos_cls": 0.26924917846918106, "loss_fcos_ctr": 0.6248424388468266, "loss_fcos_loc": 0.20379966823384166, "loss_mask": 0.27793217124417424, "loss_maskiou": 0.005828984620166011, "loss_sem_seg": 0.28833694383502007, "lr": 0.01, "mask_rcnn/accuracy": 0.8663303667331594, "mask_rcnn/false_negative": 0.11594047874797203, "mask_rcnn/false_positive": 0.16029751646690782, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.7139482842758298, "total_loss": 1.6723627692699665} {"data_time": 0.010975073091685772, "eta_seconds": 134849.60089339968, "iteration": 85619, "loss_fcos_cls": 0.27068288112059236, "loss_fcos_ctr": 0.6213898081332445, "loss_fcos_loc": 0.20257744286209345, "loss_mask": 0.2718143714591861, "loss_maskiou": 0.005396997803472914, "loss_sem_seg": 0.2842953815124929, "lr": 0.01, "mask_rcnn/accuracy": 0.8872125342674384, "mask_rcnn/false_negative": 0.08781287084696532, "mask_rcnn/false_positive": 0.13691458789089617, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.5, "time": 0.7403299044817686, "total_loss": 1.6781392777647852} {"data_time": 0.009594784118235111, "eta_seconds": 134848.93948669545, "iteration": 85639, "loss_fcos_cls": 0.26857768557965755, "loss_fcos_ctr": 0.6202947283163667, "loss_fcos_loc": 0.20072539115790278, "loss_mask": 0.2666111858561635, "loss_maskiou": 0.005550176756514702, "loss_sem_seg": 0.3360383389517665, "lr": 0.01, "mask_rcnn/accuracy": 0.8773286545771302, "mask_rcnn/false_negative": 0.09833321796156166, "mask_rcnn/false_positive": 0.15903104405841872, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.0, "time": 0.7316094823181629, "total_loss": 1.7058158552536042} {"data_time": 0.009340866468846798, "eta_seconds": 134912.97438357677, "iteration": 85659, "loss_fcos_cls": 0.26282292720861733, "loss_fcos_ctr": 0.6229316834360361, "loss_fcos_loc": 0.20464079809607938, "loss_mask": 0.27333591505885124, "loss_maskiou": 0.005744948030041996, "loss_sem_seg": 0.3324087471701205, "lr": 0.01, "mask_rcnn/accuracy": 0.8982817907864901, "mask_rcnn/false_negative": 0.07778494828136832, "mask_rcnn/false_positive": 0.12105405254025983, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.75, "time": 0.7445748625323176, "total_loss": 1.6802984704481787} {"data_time": 0.009270861744880676, "eta_seconds": 134819.6819019597, "iteration": 85679, "loss_fcos_cls": 0.2595198185299523, "loss_fcos_ctr": 0.6184819499030709, "loss_fcos_loc": 0.19639727042522281, "loss_mask": 0.2596675828099251, "loss_maskiou": 0.005018973475671373, "loss_sem_seg": 0.29857127321884036, "lr": 0.01, "mask_rcnn/accuracy": 0.8955093022057308, "mask_rcnn/false_negative": 0.09203841729319864, "mask_rcnn/false_positive": 0.11994088693599456, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.75, "time": 0.7339221676811576, "total_loss": 1.633387601294089} {"data_time": 0.009045474231243134, "eta_seconds": 134778.89701549336, "iteration": 85699, "loss_fcos_cls": 0.2713747648522258, "loss_fcos_ctr": 0.621255065780133, "loss_fcos_loc": 0.20149648725055158, "loss_mask": 0.27934705559164286, "loss_maskiou": 0.006328841598588042, "loss_sem_seg": 0.3099094689823687, "lr": 0.01, "mask_rcnn/accuracy": 0.896704629277779, "mask_rcnn/false_negative": 0.08749372223536059, "mask_rcnn/false_positive": 0.13450032687102426, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7298661842942238, "total_loss": 1.68493823641802} {"data_time": 0.009362726472318172, "eta_seconds": 134790.42431722395, "iteration": 85719, "loss_fcos_cls": 0.2725187689065933, "loss_fcos_ctr": 0.6213620863854885, "loss_fcos_loc": 0.20372077205684036, "loss_mask": 0.2757217437028885, "loss_maskiou": 0.006419330013159197, "loss_sem_seg": 0.283120209351182, "lr": 0.01, "mask_rcnn/accuracy": 0.8763744722026742, "mask_rcnn/false_negative": 0.09819245368719712, "mask_rcnn/false_positive": 0.177236353234903, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7438227031379938, "total_loss": 1.691665029793512} {"data_time": 0.009902039542794228, "eta_seconds": 134749.6451075785, "iteration": 85739, "loss_fcos_cls": 0.2616117913275957, "loss_fcos_ctr": 0.6222235523164272, "loss_fcos_loc": 0.1971343196928501, "loss_mask": 0.28227675147354603, "loss_maskiou": 0.006883178823045455, "loss_sem_seg": 0.2805580268613994, "lr": 0.01, "mask_rcnn/accuracy": 0.8759507614898664, "mask_rcnn/false_negative": 0.10426100521007192, "mask_rcnn/false_positive": 0.1540261745107217, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.5, "time": 0.7287739347666502, "total_loss": 1.6557852599835314} {"data_time": 0.00960442516952753, "eta_seconds": 134746.28818254825, "iteration": 85759, "loss_fcos_cls": 0.2736722328700125, "loss_fcos_ctr": 0.6213943026959896, "loss_fcos_loc": 0.20596774015575647, "loss_mask": 0.2792127747088671, "loss_maskiou": 0.005611125357972924, "loss_sem_seg": 0.306524399202317, "lr": 0.01, "mask_rcnn/accuracy": 0.8635739685484582, "mask_rcnn/false_negative": 0.10831828553167591, "mask_rcnn/false_positive": 0.17550748414485404, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 37.5, "time": 0.7378932470455766, "total_loss": 1.7074616857426008} {"data_time": 0.009202330373227596, "eta_seconds": 134596.8826086782, "iteration": 85779, "loss_fcos_cls": 0.2773729554610327, "loss_fcos_ctr": 0.6220828802324831, "loss_fcos_loc": 0.19775345065863803, "loss_mask": 0.27159242797642946, "loss_maskiou": 0.006050335757663561, "loss_sem_seg": 0.30674572149291635, "lr": 0.01, "mask_rcnn/accuracy": 0.8763666180758017, "mask_rcnn/false_negative": 0.0878877318883099, "mask_rcnn/false_positive": 0.16047350331991386, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.5, "time": 0.7180767115205526, "total_loss": 1.6803014083125163} {"data_time": 0.00979833584278822, "eta_seconds": 134538.4431870291, "iteration": 85799, "loss_fcos_cls": 0.2588292333530262, "loss_fcos_ctr": 0.620932299643755, "loss_fcos_loc": 0.1946550402790308, "loss_mask": 0.2762885419651866, "loss_maskiou": 0.005276771502394695, "loss_sem_seg": 0.3096548072062433, "lr": 0.01, "mask_rcnn/accuracy": 0.8852167355037253, "mask_rcnn/false_negative": 0.10608957634737598, "mask_rcnn/false_positive": 0.12822708155555276, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.0, "time": 0.7115863636136055, "total_loss": 1.6720576975494623} {"data_time": 0.01010770071297884, "eta_seconds": 134479.3417350864, "iteration": 85819, "loss_fcos_cls": 0.2541887769475579, "loss_fcos_ctr": 0.6187215885147452, "loss_fcos_loc": 0.20100212120451033, "loss_mask": 0.25171017879620194, "loss_maskiou": 0.0054196117125684395, "loss_sem_seg": 0.322039274033159, "lr": 0.01, "mask_rcnn/accuracy": 0.873630833452262, "mask_rcnn/false_negative": 0.0902549335692023, "mask_rcnn/false_positive": 0.14467767478485996, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 35.25, "time": 0.7181065566837788, "total_loss": 1.6621661527751712} {"data_time": 0.010230060666799545, "eta_seconds": 134538.99837771244, "iteration": 85839, "loss_fcos_cls": 0.27312939148396254, "loss_fcos_ctr": 0.6219975687563419, "loss_fcos_loc": 0.2021491441410035, "loss_mask": 0.2677989276126027, "loss_maskiou": 0.006203712211572565, "loss_sem_seg": 0.2895509535446763, "lr": 0.01, "mask_rcnn/accuracy": 0.8497884272756722, "mask_rcnn/false_negative": 0.12709826429447463, "mask_rcnn/false_positive": 0.19167647171978053, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.0, "time": 0.7462637005373836, "total_loss": 1.6626611316169146} {"data_time": 0.009894242510199547, "eta_seconds": 134494.6198278116, "iteration": 85859, "loss_fcos_cls": 0.26389648075564764, "loss_fcos_ctr": 0.6199801983311772, "loss_fcos_loc": 0.20024776412174106, "loss_mask": 0.2614955948665738, "loss_maskiou": 0.005295714392559603, "loss_sem_seg": 0.2793245216598734, "lr": 0.01, "mask_rcnn/accuracy": 0.8926313419317194, "mask_rcnn/false_negative": 0.09142731979292115, "mask_rcnn/false_positive": 0.13313463847455764, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.0, "time": 0.7138466592878103, "total_loss": 1.615850946320279} {"data_time": 0.010652415454387665, "eta_seconds": 134489.70026640221, "iteration": 85879, "loss_fcos_cls": 0.27361219469457865, "loss_fcos_ctr": 0.6220716498792171, "loss_fcos_loc": 0.19607104628812522, "loss_mask": 0.27586491871625185, "loss_maskiou": 0.0056528408313170075, "loss_sem_seg": 0.303309787530452, "lr": 0.01, "mask_rcnn/accuracy": 0.8721115726696084, "mask_rcnn/false_negative": 0.11953319937148299, "mask_rcnn/false_positive": 0.13907418847715733, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.75, "time": 0.7472623139619827, "total_loss": 1.665150059357984} {"data_time": 0.01034098956733942, "eta_seconds": 134475.0914276205, "iteration": 85899, "loss_fcos_cls": 0.2650921633467078, "loss_fcos_ctr": 0.6195090115070343, "loss_fcos_loc": 0.19838028581580147, "loss_mask": 0.2584258336573839, "loss_maskiou": 0.005575239600148052, "loss_sem_seg": 0.3139230537926778, "lr": 0.01, "mask_rcnn/accuracy": 0.8876696360692318, "mask_rcnn/false_negative": 0.08571521381167918, "mask_rcnn/false_positive": 0.13630869321258088, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.75, "time": 0.722619860433042, "total_loss": 1.6682383654260775} {"data_time": 0.009735277853906155, "eta_seconds": 134457.87106173765, "iteration": 85919, "loss_fcos_cls": 0.2748899250291288, "loss_fcos_ctr": 0.6226414954289794, "loss_fcos_loc": 0.20481563382782042, "loss_mask": 0.2670875284820795, "loss_maskiou": 0.005387774799601175, "loss_sem_seg": 0.330717958509922, "lr": 0.01, "mask_rcnn/accuracy": 0.8913469333911764, "mask_rcnn/false_negative": 0.08815836899724716, "mask_rcnn/false_positive": 0.10691113882025702, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.75, "time": 0.7248663986101747, "total_loss": 1.7084736390897888} {"data_time": 0.009199250489473343, "eta_seconds": 134447.51989789587, "iteration": 85939, "loss_fcos_cls": 0.291682415176183, "loss_fcos_ctr": 0.6245791148394346, "loss_fcos_loc": 0.21415681764483452, "loss_mask": 0.28005460277199745, "loss_maskiou": 0.005716798055800609, "loss_sem_seg": 0.34915570402517915, "lr": 0.01, "mask_rcnn/accuracy": 0.8786554118558279, "mask_rcnn/false_negative": 0.11076777799948834, "mask_rcnn/false_positive": 0.13279507020442693, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.7514165164902806, "total_loss": 1.7415853100974346} {"data_time": 0.010080122388899326, "eta_seconds": 134412.208316884, "iteration": 85959, "loss_fcos_cls": 0.27515202295035124, "loss_fcos_ctr": 0.6236922349780798, "loss_fcos_loc": 0.21083206101320684, "loss_mask": 0.2909359885379672, "loss_maskiou": 0.006452809411712224, "loss_sem_seg": 0.34823573753237724, "lr": 0.01, "mask_rcnn/accuracy": 0.8748313980764719, "mask_rcnn/false_negative": 0.09840062200306668, "mask_rcnn/false_positive": 0.1571111272137757, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.0, "time": 0.7290518404915929, "total_loss": 1.7188395062257769} {"data_time": 0.010121510364115238, "eta_seconds": 134467.9972512927, "iteration": 85979, "loss_fcos_cls": 0.2774825310334563, "loss_fcos_ctr": 0.6202390445396304, "loss_fcos_loc": 0.20198754634475335, "loss_mask": 0.2793308440595865, "loss_maskiou": 0.00608798251778353, "loss_sem_seg": 0.2954609636217356, "lr": 0.01, "mask_rcnn/accuracy": 0.8733515138114099, "mask_rcnn/false_negative": 0.09649286179052916, "mask_rcnn/false_positive": 0.16197918194326935, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.5, "time": 0.7323912363499403, "total_loss": 1.6870198223768966} {"data_time": 0.010346601717174053, "eta_seconds": 134422.11022147723, "iteration": 85999, "loss_fcos_cls": 0.2618280609603971, "loss_fcos_ctr": 0.6152200945653021, "loss_fcos_loc": 0.18591921078041196, "loss_mask": 0.2561531998217106, "loss_maskiou": 0.005108640012622345, "loss_sem_seg": 0.2962198012974113, "lr": 0.01, "mask_rcnn/accuracy": 0.8954102271976752, "mask_rcnn/false_negative": 0.09527723841865962, "mask_rcnn/false_positive": 0.12742635453873974, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 39.5, "time": 0.7076108697801828, "total_loss": 1.6034815380699001} {"data_time": 0.009461397305130959, "eta_seconds": 134387.4383949302, "iteration": 86019, "loss_fcos_cls": 0.2599384277127683, "loss_fcos_ctr": 0.6201868606731296, "loss_fcos_loc": 0.19874308008002117, "loss_mask": 0.2655801856890321, "loss_maskiou": 0.005151638630195521, "loss_sem_seg": 0.29785423749126494, "lr": 0.01, "mask_rcnn/accuracy": 0.8875275659714434, "mask_rcnn/false_negative": 0.0872112894845362, "mask_rcnn/false_positive": 0.13946119092646708, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7113647628575563, "total_loss": 1.6589590246439911} {"data_time": 0.009911376051604748, "eta_seconds": 134372.8295561485, "iteration": 86039, "loss_fcos_cls": 0.27141616051085293, "loss_fcos_ctr": 0.6221619956195354, "loss_fcos_loc": 0.20554793858900666, "loss_mask": 0.27499125991016626, "loss_maskiou": 0.006402109625923913, "loss_sem_seg": 0.2907720054499805, "lr": 0.01, "mask_rcnn/accuracy": 0.8843755143186307, "mask_rcnn/false_negative": 0.1166149921213898, "mask_rcnn/false_positive": 0.14735858002538216, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.5, "time": 0.7241149786859751, "total_loss": 1.6879167819097347} {"data_time": 0.01126096211373806, "eta_seconds": 134378.27716288902, "iteration": 86059, "loss_fcos_cls": 0.2605545948026702, "loss_fcos_ctr": 0.6230139438994229, "loss_fcos_loc": 0.19905111705884337, "loss_mask": 0.2729129148647189, "loss_maskiou": 0.006377988785970956, "loss_sem_seg": 0.3005233407020569, "lr": 0.01, "mask_rcnn/accuracy": 0.8889442372496308, "mask_rcnn/false_negative": 0.07822260153796717, "mask_rcnn/false_positive": 0.09142296645408544, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.0, "time": 0.732684126123786, "total_loss": 1.648496130030253} {"data_time": 0.010403864085674286, "eta_seconds": 134506.8136970345, "iteration": 86079, "loss_fcos_cls": 0.24637106130830944, "loss_fcos_ctr": 0.6189292538911104, "loss_fcos_loc": 0.19940768578089774, "loss_mask": 0.25821525789797306, "loss_maskiou": 0.005587393334280932, "loss_sem_seg": 0.29064227640628815, "lr": 0.01, "mask_rcnn/accuracy": 0.8723955660167916, "mask_rcnn/false_negative": 0.1149761681487198, "mask_rcnn/false_positive": 0.12993342412805964, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.25, "time": 0.7320242095738649, "total_loss": 1.6239750475651817} {"data_time": 0.009677003137767315, "eta_seconds": 134461.09660148062, "iteration": 86099, "loss_fcos_cls": 0.26338032772764564, "loss_fcos_ctr": 0.6188492886722088, "loss_fcos_loc": 0.19910473539493978, "loss_mask": 0.257975647225976, "loss_maskiou": 0.005360625786124729, "loss_sem_seg": 0.2981869475916028, "lr": 0.01, "mask_rcnn/accuracy": 0.8831222231715653, "mask_rcnn/false_negative": 0.09929894826028382, "mask_rcnn/false_positive": 0.13017404133909494, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.5, "time": 0.7266256837174296, "total_loss": 1.6471246847358998} {"data_time": 0.009595760144293308, "eta_seconds": 134505.28031575214, "iteration": 86119, "loss_fcos_cls": 0.26657692063599825, "loss_fcos_ctr": 0.6220807698555291, "loss_fcos_loc": 0.201215413864702, "loss_mask": 0.2691541281528771, "loss_maskiou": 0.0053524852119153365, "loss_sem_seg": 0.3222953397780657, "lr": 0.01, "mask_rcnn/accuracy": 0.8863966488234638, "mask_rcnn/false_negative": 0.09016045593227145, "mask_rcnn/false_positive": 0.12112021212122714, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7368911541998386, "total_loss": 1.6956246009940514} {"data_time": 0.009675621055066586, "eta_seconds": 134651.88695246447, "iteration": 86139, "loss_fcos_cls": 0.2664396036416292, "loss_fcos_ctr": 0.6203004466369748, "loss_fcos_loc": 0.2038122943486087, "loss_mask": 0.26396028883755207, "loss_maskiou": 0.005433540944068227, "loss_sem_seg": 0.30513830902054906, "lr": 0.01, "mask_rcnn/accuracy": 0.8754178476946334, "mask_rcnn/false_negative": 0.0949258252490962, "mask_rcnn/false_positive": 0.20561913250791936, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.25, "time": 0.7334495671093464, "total_loss": 1.66884974585264} {"data_time": 0.010170490480959415, "eta_seconds": 134696.67770865746, "iteration": 86159, "loss_fcos_cls": 0.26608062465675175, "loss_fcos_ctr": 0.6197816357016563, "loss_fcos_loc": 0.1917611975222826, "loss_mask": 0.2620091699063778, "loss_maskiou": 0.005456858751131222, "loss_sem_seg": 0.29051926569081843, "lr": 0.01, "mask_rcnn/accuracy": 0.8970651582018709, "mask_rcnn/false_negative": 0.08029001973659125, "mask_rcnn/false_positive": 0.12197965331956143, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.7387625491246581, "total_loss": 1.659009034105111} {"data_time": 0.010111942887306213, "eta_seconds": 134714.55865598843, "iteration": 86179, "loss_fcos_cls": 0.2783874168526381, "loss_fcos_ctr": 0.6191527163609862, "loss_fcos_loc": 0.19340719049796462, "loss_mask": 0.26914475206285715, "loss_maskiou": 0.005521378596313298, "loss_sem_seg": 0.279007924022153, "lr": 0.01, "mask_rcnn/accuracy": 0.8720333998260958, "mask_rcnn/false_negative": 0.09804823627973872, "mask_rcnn/false_positive": 0.15557715697461721, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7415892072021961, "total_loss": 1.6645968152879504} {"data_time": 0.008872505277395248, "eta_seconds": 134635.7164285658, "iteration": 86199, "loss_fcos_cls": 0.25834282161667943, "loss_fcos_ctr": 0.618304293602705, "loss_fcos_loc": 0.19643553951755166, "loss_mask": 0.2709838729351759, "loss_maskiou": 0.006047755872714333, "loss_sem_seg": 0.28988716984167695, "lr": 0.01, "mask_rcnn/accuracy": 0.8915306480235854, "mask_rcnn/false_negative": 0.08283043156731884, "mask_rcnn/false_positive": 0.11207570464233502, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.5, "time": 0.7271333308890462, "total_loss": 1.6439312689035432} {"data_time": 0.009977967478334904, "eta_seconds": 134709.57792455796, "iteration": 86219, "loss_fcos_cls": 0.261870106915012, "loss_fcos_ctr": 0.6212938004173338, "loss_fcos_loc": 0.18795023451093584, "loss_mask": 0.26682756189256907, "loss_maskiou": 0.006060160383640323, "loss_sem_seg": 0.2873337175697088, "lr": 0.01, "mask_rcnn/accuracy": 0.8744172199251892, "mask_rcnn/false_negative": 0.09694824721747795, "mask_rcnn/false_positive": 0.13798253712978395, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.0, "time": 0.7568672643974423, "total_loss": 1.6319958432868589} {"data_time": 0.010183462873101234, "eta_seconds": 134694.91813078988, "iteration": 86239, "loss_fcos_cls": 0.257772755343467, "loss_fcos_ctr": 0.6192925674840808, "loss_fcos_loc": 0.19915964175015688, "loss_mask": 0.26415186235681176, "loss_maskiou": 0.005585525359492749, "loss_sem_seg": 0.2828978600446135, "lr": 0.01, "mask_rcnn/accuracy": 0.9109018843238113, "mask_rcnn/false_negative": 0.08402618358538487, "mask_rcnn/false_positive": 0.10904666553603315, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.0, "time": 0.7275204667821527, "total_loss": 1.6472089285889524} {"data_time": 0.009281965903937817, "eta_seconds": 134655.93007333204, "iteration": 86259, "loss_fcos_cls": 0.2806423231959343, "loss_fcos_ctr": 0.6194507796317339, "loss_fcos_loc": 0.2005472740274854, "loss_mask": 0.2648241291753948, "loss_maskiou": 0.005490594587172382, "loss_sem_seg": 0.2755356840789318, "lr": 0.01, "mask_rcnn/accuracy": 0.8828883826257776, "mask_rcnn/false_negative": 0.09870546978000888, "mask_rcnn/false_positive": 0.1313252630248945, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7323274789378047, "total_loss": 1.6642595381927094} {"data_time": 0.009698783978819847, "eta_seconds": 134679.2508926941, "iteration": 86279, "loss_fcos_cls": 0.27211733581498265, "loss_fcos_ctr": 0.6246280893683434, "loss_fcos_loc": 0.20723975508008152, "loss_mask": 0.2735662553459406, "loss_maskiou": 0.00557143148034811, "loss_sem_seg": 0.28945709578692913, "lr": 0.01, "mask_rcnn/accuracy": 0.8774869688134994, "mask_rcnn/false_negative": 0.08922820260302894, "mask_rcnn/false_positive": 0.15581061071279909, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.25, "time": 0.7303669126704335, "total_loss": 1.6872131394629832} {"data_time": 0.009966017678380013, "eta_seconds": 134680.52976284735, "iteration": 86299, "loss_fcos_cls": 0.2650033822283149, "loss_fcos_ctr": 0.6204380271956325, "loss_fcos_loc": 0.196097532636486, "loss_mask": 0.2853636760264635, "loss_maskiou": 0.006181767559610307, "loss_sem_seg": 0.33702373690903187, "lr": 0.01, "mask_rcnn/accuracy": 0.8728825012147716, "mask_rcnn/false_negative": 0.09999947401987955, "mask_rcnn/false_positive": 0.13460875183388088, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7388720512390137, "total_loss": 1.6998741475690622} {"data_time": 0.009251030161976814, "eta_seconds": 134801.10506244656, "iteration": 86319, "loss_fcos_cls": 0.263387295184657, "loss_fcos_ctr": 0.621269010938704, "loss_fcos_loc": 0.19748782028909773, "loss_mask": 0.2784355767071247, "loss_maskiou": 0.006002161069773138, "loss_sem_seg": 0.32210762868635356, "lr": 0.01, "mask_rcnn/accuracy": 0.8955066552195378, "mask_rcnn/false_negative": 0.07541095012797602, "mask_rcnn/false_positive": 0.1188281527959756, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7545690983533859, "total_loss": 1.7015422661788762} {"data_time": 0.009076211601495743, "eta_seconds": 134786.42732168268, "iteration": 86339, "loss_fcos_cls": 0.25663204537704587, "loss_fcos_ctr": 0.6213891841471195, "loss_fcos_loc": 0.19828059332212433, "loss_mask": 0.2615428287535906, "loss_maskiou": 0.005649648228427395, "loss_sem_seg": 0.2943020248785615, "lr": 0.01, "mask_rcnn/accuracy": 0.8695383361678004, "mask_rcnn/false_negative": 0.09842113439352074, "mask_rcnn/false_positive": 0.14473102043628822, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.5, "time": 0.7250852566212416, "total_loss": 1.6587181417053216} {"data_time": 0.00977836363017559, "eta_seconds": 134771.7495809188, "iteration": 86359, "loss_fcos_cls": 0.2730481633916497, "loss_fcos_ctr": 0.6222738986834884, "loss_fcos_loc": 0.20535289985127747, "loss_mask": 0.2668874114751816, "loss_maskiou": 0.005681125134287868, "loss_sem_seg": 0.29265971714630723, "lr": 0.01, "mask_rcnn/accuracy": 0.8940942918520791, "mask_rcnn/false_negative": 0.07424191252042027, "mask_rcnn/false_positive": 0.13739179103629243, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.25, "time": 0.7336697671562433, "total_loss": 1.6756582416055608} {"data_time": 0.008974485099315643, "eta_seconds": 134709.46101058088, "iteration": 86379, "loss_fcos_cls": 0.26824780995957553, "loss_fcos_ctr": 0.6185659784823656, "loss_fcos_loc": 0.18856353731825948, "loss_mask": 0.2607501489110291, "loss_maskiou": 0.005385233846027404, "loss_sem_seg": 0.25838218815624714, "lr": 0.01, "mask_rcnn/accuracy": 0.8935464891636516, "mask_rcnn/false_negative": 0.07735604868490478, "mask_rcnn/false_positive": 0.12921149132567392, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 42.0, "time": 0.7303367210552096, "total_loss": 1.6328197301845648} {"data_time": 0.009934290312230587, "eta_seconds": 134684.02914132457, "iteration": 86399, "loss_fcos_cls": 0.2481715977191925, "loss_fcos_ctr": 0.6201022402383387, "loss_fcos_loc": 0.18909793824423105, "loss_mask": 0.2678343215957284, "loss_maskiou": 0.005677060689777136, "loss_sem_seg": 0.30789156490936875, "lr": 0.01, "mask_rcnn/accuracy": 0.8933328609221466, "mask_rcnn/false_negative": 0.10211405481230112, "mask_rcnn/false_positive": 0.10519803937644073, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 27.0, "time": 0.7364733209833503, "total_loss": 1.6562009733534069} {"data_time": 0.009639961645007133, "eta_seconds": 134627.77863201126, "iteration": 86419, "loss_fcos_cls": 0.25962593127042055, "loss_fcos_ctr": 0.6213888418860734, "loss_fcos_loc": 0.197695528739132, "loss_mask": 0.2859826204366982, "loss_maskiou": 0.005836553536937572, "loss_sem_seg": 0.3185611756052822, "lr": 0.01, "mask_rcnn/accuracy": 0.8700209667418566, "mask_rcnn/false_negative": 0.06846936529065054, "mask_rcnn/false_positive": 0.15814213403478217, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7326412843540311, "total_loss": 1.6842811114674987} {"data_time": 0.010129116475582123, "eta_seconds": 134577.88865492307, "iteration": 86439, "loss_fcos_cls": 0.27154511387925595, "loss_fcos_ctr": 0.6205257726833224, "loss_fcos_loc": 0.20602809474803507, "loss_mask": 0.26136382948607206, "loss_maskiou": 0.005507957641384564, "loss_sem_seg": 0.2908282510470599, "lr": 0.01, "mask_rcnn/accuracy": 0.8812176107723386, "mask_rcnn/false_negative": 0.08834449916948128, "mask_rcnn/false_positive": 0.1400802175441545, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7092793444171548, "total_loss": 1.6424730238650227} {"data_time": 0.010087934322655201, "eta_seconds": 134541.0790163884, "iteration": 86459, "loss_fcos_cls": 0.2561346525326371, "loss_fcos_ctr": 0.6201420314610004, "loss_fcos_loc": 0.1989957382902503, "loss_mask": 0.2826574984937906, "loss_maskiou": 0.0056049558479571715, "loss_sem_seg": 0.28889199113473296, "lr": 0.01, "mask_rcnn/accuracy": 0.8754974142560836, "mask_rcnn/false_negative": 0.10353962802201075, "mask_rcnn/false_positive": 0.13714443935071535, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.0, "time": 0.7241239510476589, "total_loss": 1.6481633568546386} {"data_time": 0.009802076034247875, "eta_seconds": 134430.61416796874, "iteration": 86479, "loss_fcos_cls": 0.26694018580019474, "loss_fcos_ctr": 0.6216552443802357, "loss_fcos_loc": 0.19787631498184055, "loss_mask": 0.2699245661497116, "loss_maskiou": 0.005529178112738009, "loss_sem_seg": 0.29477352905087173, "lr": 0.01, "mask_rcnn/accuracy": 0.8664432529578435, "mask_rcnn/false_negative": 0.11516494038991312, "mask_rcnn/false_positive": 0.13845730856696087, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.25, "time": 0.7204279098659754, "total_loss": 1.6789632098807488} {"data_time": 0.009942948818206787, "eta_seconds": 134358.77449104097, "iteration": 86499, "loss_fcos_cls": 0.2731304680928588, "loss_fcos_ctr": 0.624035743996501, "loss_fcos_loc": 0.20015216246247292, "loss_mask": 0.26925636176019907, "loss_maskiou": 0.006108206929638982, "loss_sem_seg": 0.31253048265352845, "lr": 0.01, "mask_rcnn/accuracy": 0.8908415333386531, "mask_rcnn/false_negative": 0.08829975119998898, "mask_rcnn/false_positive": 0.13742193154221605, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7282785624265671, "total_loss": 1.6640013720279967} {"data_time": 0.009017454460263252, "eta_seconds": 134435.31110401172, "iteration": 86519, "loss_fcos_cls": 0.27118081226944923, "loss_fcos_ctr": 0.6186721646226943, "loss_fcos_loc": 0.19496917293872684, "loss_mask": 0.26822068309411407, "loss_maskiou": 0.005327215752913617, "loss_sem_seg": 0.2997774099931121, "lr": 0.01, "mask_rcnn/accuracy": 0.8927844163981382, "mask_rcnn/false_negative": 0.08378986968104254, "mask_rcnn/false_positive": 0.13957015598800676, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.0, "time": 0.7493616547435522, "total_loss": 1.6514321019858471} {"data_time": 0.010014127008616924, "eta_seconds": 134347.49610634428, "iteration": 86539, "loss_fcos_cls": 0.25767583260312676, "loss_fcos_ctr": 0.6198020875453949, "loss_fcos_loc": 0.20091652881819755, "loss_mask": 0.2832091967575252, "loss_maskiou": 0.005811719223856926, "loss_sem_seg": 0.29531350126489997, "lr": 0.01, "mask_rcnn/accuracy": 0.8845894279567749, "mask_rcnn/false_negative": 0.11105729265954863, "mask_rcnn/false_positive": 0.11922106137058186, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7269075587391853, "total_loss": 1.6476257289905334} {"data_time": 0.010339981876313686, "eta_seconds": 134279.43178877514, "iteration": 86559, "loss_fcos_cls": 0.25926440372131765, "loss_fcos_ctr": 0.6224746275693178, "loss_fcos_loc": 0.21043327543884516, "loss_mask": 0.26897989492863417, "loss_maskiou": 0.0053939002282277215, "loss_sem_seg": 0.2747514296788722, "lr": 0.01, "mask_rcnn/accuracy": 0.8803169365572316, "mask_rcnn/false_negative": 0.08779374379775182, "mask_rcnn/false_positive": 0.14187591315647366, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7069041691720486, "total_loss": 1.6468616817455768} {"data_time": 0.009749711491167545, "eta_seconds": 134218.6712592421, "iteration": 86579, "loss_fcos_cls": 0.2557518230751157, "loss_fcos_ctr": 0.6219363091513515, "loss_fcos_loc": 0.19606845453381538, "loss_mask": 0.2701764265075326, "loss_maskiou": 0.005193436147237662, "loss_sem_seg": 0.34029300697147846, "lr": 0.01, "mask_rcnn/accuracy": 0.8955922425788497, "mask_rcnn/false_negative": 0.10630567107324472, "mask_rcnn/false_positive": 0.12758168914618898, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7335770828649402, "total_loss": 1.6873388375461218} {"data_time": 0.01034242007881403, "eta_seconds": 134204.03622058686, "iteration": 86599, "loss_fcos_cls": 0.24626125174108893, "loss_fcos_ctr": 0.6198954600840807, "loss_fcos_loc": 0.1909116697497666, "loss_mask": 0.2580905044451356, "loss_maskiou": 0.005958027315500658, "loss_sem_seg": 0.30937579507008195, "lr": 0.01, "mask_rcnn/accuracy": 0.8899790685504971, "mask_rcnn/false_negative": 0.09595895175031141, "mask_rcnn/false_positive": 0.11009246271092657, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.5, "time": 0.7090793401002884, "total_loss": 1.6326571067838813} {"data_time": 0.010048598982393742, "eta_seconds": 134090.62010862585, "iteration": 86619, "loss_fcos_cls": 0.25397275178693235, "loss_fcos_ctr": 0.620159512385726, "loss_fcos_loc": 0.19516857468988746, "loss_mask": 0.2657025419175625, "loss_maskiou": 0.006101274106185883, "loss_sem_seg": 0.28914365684613585, "lr": 0.01, "mask_rcnn/accuracy": 0.8709708883553422, "mask_rcnn/false_negative": 0.08381715116610633, "mask_rcnn/false_positive": 0.17969273357694682, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7073598736897111, "total_loss": 1.6511949925115914} {"data_time": 0.009420229122042656, "eta_seconds": 134040.21750654373, "iteration": 86639, "loss_fcos_cls": 0.2592722554109059, "loss_fcos_ctr": 0.6183927329257131, "loss_fcos_loc": 0.19734742741275113, "loss_mask": 0.27105372678488493, "loss_maskiou": 0.006158488955406938, "loss_sem_seg": 0.31622400670312345, "lr": 0.01, "mask_rcnn/accuracy": 0.8602377214622112, "mask_rcnn/false_negative": 0.10498150567202177, "mask_rcnn/false_positive": 0.1570434767954156, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.25, "time": 0.7030362877994776, "total_loss": 1.6771524476389459} {"data_time": 0.009930058382451534, "eta_seconds": 133942.2373538036, "iteration": 86659, "loss_fcos_cls": 0.2662265549879521, "loss_fcos_ctr": 0.6238282714039087, "loss_fcos_loc": 0.20445662806741893, "loss_mask": 0.28002669755369425, "loss_maskiou": 0.006134315728559159, "loss_sem_seg": 0.2834920766763389, "lr": 0.01, "mask_rcnn/accuracy": 0.8904356935081725, "mask_rcnn/false_negative": 0.09555690867283245, "mask_rcnn/false_positive": 0.1656802117024632, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 39.0, "time": 0.7266952581703663, "total_loss": 1.6788492975829286} {"data_time": 0.009909240528941154, "eta_seconds": 133908.53016509302, "iteration": 86679, "loss_fcos_cls": 0.27381535479798913, "loss_fcos_ctr": 0.6196820456534624, "loss_fcos_loc": 0.20257657580077648, "loss_mask": 0.2681195097975433, "loss_maskiou": 0.005510723021870945, "loss_sem_seg": 0.31423893105238676, "lr": 0.01, "mask_rcnn/accuracy": 0.8935110572945395, "mask_rcnn/false_negative": 0.10672730080912349, "mask_rcnn/false_positive": 0.11461652116144698, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.5, "time": 0.7370044374838471, "total_loss": 1.6759780043648789} {"data_time": 0.01001189835369587, "eta_seconds": 133893.9209790025, "iteration": 86699, "loss_fcos_cls": 0.28886482561938465, "loss_fcos_ctr": 0.6216718843206763, "loss_fcos_loc": 0.20361410349141806, "loss_mask": 0.2720768670551479, "loss_maskiou": 0.006296121478953864, "loss_sem_seg": 0.36983881797641516, "lr": 0.01, "mask_rcnn/accuracy": 0.8818391880977621, "mask_rcnn/false_negative": 0.10574729375678044, "mask_rcnn/false_positive": 0.16406499666998703, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.0, "time": 0.7267244160175323, "total_loss": 1.763025881118665} {"data_time": 0.010679671540856361, "eta_seconds": 133810.21070253197, "iteration": 86719, "loss_fcos_cls": 0.2589625280816108, "loss_fcos_ctr": 0.6214884147047997, "loss_fcos_loc": 0.20153851248323917, "loss_mask": 0.27535873046144843, "loss_maskiou": 0.0054410466545959935, "loss_sem_seg": 0.2756425426341593, "lr": 0.01, "mask_rcnn/accuracy": 0.8781446710177577, "mask_rcnn/false_negative": 0.09256205878118118, "mask_rcnn/false_positive": 0.12774146971857875, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 22.0, "time": 0.7182362601161003, "total_loss": 1.6405184770046617} {"data_time": 0.010126146487891674, "eta_seconds": 133769.33550169878, "iteration": 86739, "loss_fcos_cls": 0.2787709606345743, "loss_fcos_ctr": 0.620736506767571, "loss_fcos_loc": 0.20865829836111516, "loss_mask": 0.27703536581248045, "loss_maskiou": 0.005923584714764729, "loss_sem_seg": 0.3742410084232688, "lr": 0.01, "mask_rcnn/accuracy": 0.8825849026558921, "mask_rcnn/false_negative": 0.08900073790141438, "mask_rcnn/false_positive": 0.17543669794818834, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7039018096402287, "total_loss": 1.7433160594955552} {"data_time": 0.010653596371412277, "eta_seconds": 133745.66069982853, "iteration": 86759, "loss_fcos_cls": 0.27026902488432825, "loss_fcos_ctr": 0.6187066752463579, "loss_fcos_loc": 0.19076790346298367, "loss_mask": 0.26339399395510554, "loss_maskiou": 0.005527349581825547, "loss_sem_seg": 0.28129890002310276, "lr": 0.01, "mask_rcnn/accuracy": 0.884129686447654, "mask_rcnn/false_negative": 0.08912082278652392, "mask_rcnn/false_positive": 0.15564238302969297, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 38.25, "time": 0.7337419828400016, "total_loss": 1.6473177362568094} {"data_time": 0.010080031119287014, "eta_seconds": 133753.5463263467, "iteration": 86779, "loss_fcos_cls": 0.260117428842932, "loss_fcos_ctr": 0.620164084713906, "loss_fcos_loc": 0.19673067214898765, "loss_mask": 0.2720245663076639, "loss_maskiou": 0.005660941169480793, "loss_sem_seg": 0.26506439317017794, "lr": 0.01, "mask_rcnn/accuracy": 0.8898826333812213, "mask_rcnn/false_negative": 0.09829643442064295, "mask_rcnn/false_positive": 0.12555788019128372, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 34.0, "time": 0.7318588616326451, "total_loss": 1.6011561987688765} {"data_time": 0.00982918031513691, "eta_seconds": 133755.6899728775, "iteration": 86799, "loss_fcos_cls": 0.25003933464176953, "loss_fcos_ctr": 0.6210689237341285, "loss_fcos_loc": 0.19584349071374163, "loss_mask": 0.27021922171115875, "loss_maskiou": 0.0057007938012247905, "loss_sem_seg": 0.2941577606834471, "lr": 0.01, "mask_rcnn/accuracy": 0.8879738270489619, "mask_rcnn/false_negative": 0.09184806245188203, "mask_rcnn/false_positive": 0.12205779668279515, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.25, "time": 0.7334133302792907, "total_loss": 1.6197685361257754} {"data_time": 0.009189119562506676, "eta_seconds": 133737.20247434545, "iteration": 86819, "loss_fcos_cls": 0.2558238732162863, "loss_fcos_ctr": 0.6225929781794548, "loss_fcos_loc": 0.1945647995453328, "loss_mask": 0.2585511337965727, "loss_maskiou": 0.005439060838398291, "loss_sem_seg": 0.3292235741391778, "lr": 0.01, "mask_rcnn/accuracy": 0.8901448540481767, "mask_rcnn/false_negative": 0.10667318760931005, "mask_rcnn/false_positive": 0.1132264070034942, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.75, "time": 0.6929053366184235, "total_loss": 1.6722135941599845} {"data_time": 0.010391812771558762, "eta_seconds": 133624.72788583674, "iteration": 86839, "loss_fcos_cls": 0.26614936836995184, "loss_fcos_ctr": 0.6203821431845427, "loss_fcos_loc": 0.19736927398480475, "loss_mask": 0.2758915275335312, "loss_maskiou": 0.005506574070750503, "loss_sem_seg": 0.2754518969450146, "lr": 0.01, "mask_rcnn/accuracy": 0.8778557256235828, "mask_rcnn/false_negative": 0.10953100209150125, "mask_rcnn/false_positive": 0.13640561127524742, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.5, "time": 0.7228183103725314, "total_loss": 1.6394945468291553} {"data_time": 0.011000442318618298, "eta_seconds": 133559.67831934523, "iteration": 86859, "loss_fcos_cls": 0.2620133670279756, "loss_fcos_ctr": 0.6215824000537395, "loss_fcos_loc": 0.19205624563619494, "loss_mask": 0.26956916972994804, "loss_maskiou": 0.006039149706339231, "loss_sem_seg": 0.27693361695855856, "lr": 0.01, "mask_rcnn/accuracy": 0.8915320901237387, "mask_rcnn/false_negative": 0.09612747045123879, "mask_rcnn/false_positive": 0.12361454926311327, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.25, "time": 0.7054343093186617, "total_loss": 1.628439688414801} {"data_time": 0.010305936448276043, "eta_seconds": 133436.61977723986, "iteration": 86879, "loss_fcos_cls": 0.2628005996812135, "loss_fcos_ctr": 0.6226052353158593, "loss_fcos_loc": 0.20129618840292096, "loss_mask": 0.2691482128575444, "loss_maskiou": 0.005725968330807518, "loss_sem_seg": 0.2949507921002805, "lr": 0.01, "mask_rcnn/accuracy": 0.8824761795743938, "mask_rcnn/false_negative": 0.0912057867487806, "mask_rcnn/false_positive": 0.14754140570424024, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.75, "time": 0.7260614773258567, "total_loss": 1.6400232821324607} {"data_time": 0.009950005449354649, "eta_seconds": 133422.0461762026, "iteration": 86899, "loss_fcos_cls": 0.2786409405525774, "loss_fcos_ctr": 0.6211793879047036, "loss_fcos_loc": 0.19629319803789258, "loss_mask": 0.2791709741577506, "loss_maskiou": 0.005556160744163208, "loss_sem_seg": 0.3227799222804606, "lr": 0.01, "mask_rcnn/accuracy": 0.8696800409589049, "mask_rcnn/false_negative": 0.09270814969011008, "mask_rcnn/false_positive": 0.15523867525591778, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.7291419124230742, "total_loss": 1.6952505536319222} {"data_time": 0.009679724462330341, "eta_seconds": 133361.98169414978, "iteration": 86919, "loss_fcos_cls": 0.25315917399711907, "loss_fcos_ctr": 0.6194530250504613, "loss_fcos_loc": 0.18862452916800976, "loss_mask": 0.2585933329537511, "loss_maskiou": 0.004976484866347164, "loss_sem_seg": 0.34127540839836, "lr": 0.01, "mask_rcnn/accuracy": 0.8934524883185597, "mask_rcnn/false_negative": 0.08299739632662506, "mask_rcnn/false_positive": 0.13160781304568103, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.718435519374907, "total_loss": 1.643146377580706} {"data_time": 0.010011670179665089, "eta_seconds": 133269.7567590503, "iteration": 86939, "loss_fcos_cls": 0.2654610665049404, "loss_fcos_ctr": 0.620876157656312, "loss_fcos_loc": 0.1998413767432794, "loss_mask": 0.2759011220186949, "loss_maskiou": 0.005485083660460077, "loss_sem_seg": 0.30008808989077806, "lr": 0.01, "mask_rcnn/accuracy": 0.8795434334792935, "mask_rcnn/false_negative": 0.08430214832342914, "mask_rcnn/false_positive": 0.14555166633911407, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.0, "time": 0.7333911238238215, "total_loss": 1.670712150153122} {"data_time": 0.009564229287207127, "eta_seconds": 133217.48280406464, "iteration": 86959, "loss_fcos_cls": 0.27277240972034633, "loss_fcos_ctr": 0.6206734869629145, "loss_fcos_loc": 0.20046014606487006, "loss_mask": 0.2770231021568179, "loss_maskiou": 0.00608239701250568, "loss_sem_seg": 0.30340192723087966, "lr": 0.01, "mask_rcnn/accuracy": 0.8850357851473922, "mask_rcnn/false_negative": 0.08868245636878844, "mask_rcnn/false_positive": 0.14769881341902957, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.0, "time": 0.7257377589121461, "total_loss": 1.7114011563098757} {"data_time": 0.01059003360569477, "eta_seconds": 133240.63646433782, "iteration": 86979, "loss_fcos_cls": 0.2596830753609538, "loss_fcos_ctr": 0.6204486647620797, "loss_fcos_loc": 0.20324682269711047, "loss_mask": 0.267761642113328, "loss_maskiou": 0.005523045849258779, "loss_sem_seg": 0.27660745568573475, "lr": 0.01, "mask_rcnn/accuracy": 0.893998724489796, "mask_rcnn/false_negative": 0.07368864800125356, "mask_rcnn/false_positive": 0.13803298125706365, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.75, "time": 0.7367232590913773, "total_loss": 1.637902423113701} {"data_time": 0.010092312470078468, "eta_seconds": 133329.2027460821, "iteration": 86999, "loss_fcos_cls": 0.25468862196430564, "loss_fcos_ctr": 0.6211124896071851, "loss_fcos_loc": 0.19843437592498958, "loss_mask": 0.27778207045048475, "loss_maskiou": 0.005893859444768168, "loss_sem_seg": 0.29133618297055364, "lr": 0.01, "mask_rcnn/accuracy": 0.8813336240108288, "mask_rcnn/false_negative": 0.09361178831405317, "mask_rcnn/false_positive": 0.14053052337646982, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.7480701245367527, "total_loss": 1.6457752674396033} {"data_time": 0.01013281662017107, "eta_seconds": 133235.60781472363, "iteration": 87019, "loss_fcos_cls": 0.24448840063996613, "loss_fcos_ctr": 0.6236836626194417, "loss_fcos_loc": 0.19964019383769482, "loss_mask": 0.269874254707247, "loss_maskiou": 0.005658058613335015, "loss_sem_seg": 0.2657850873656571, "lr": 0.01, "mask_rcnn/accuracy": 0.8694709909339675, "mask_rcnn/false_negative": 0.11038728814079389, "mask_rcnn/false_positive": 0.17361640442906295, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7033681534230709, "total_loss": 1.6012633100326639} {"data_time": 0.010243727825582027, "eta_seconds": 133300.0599101968, "iteration": 87039, "loss_fcos_cls": 0.25217374227941036, "loss_fcos_ctr": 0.6204745243303478, "loss_fcos_loc": 0.19863334530964494, "loss_mask": 0.2678699246607721, "loss_maskiou": 0.00560782992397435, "loss_sem_seg": 0.29549869534093887, "lr": 0.01, "mask_rcnn/accuracy": 0.8782509703773751, "mask_rcnn/false_negative": 0.10977862591349463, "mask_rcnn/false_positive": 0.14091550429142952, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.0, "time": 0.7356420867145061, "total_loss": 1.620788405474741} {"data_time": 0.009936033748090267, "eta_seconds": 133285.48849225417, "iteration": 87059, "loss_fcos_cls": 0.2655651830136776, "loss_fcos_ctr": 0.6242458494380116, "loss_fcos_loc": 0.20816702442243695, "loss_mask": 0.27438848558813334, "loss_maskiou": 0.005701606736693066, "loss_sem_seg": 0.2762576984241605, "lr": 0.01, "mask_rcnn/accuracy": 0.870999715675744, "mask_rcnn/false_negative": 0.10463019980730023, "mask_rcnn/false_positive": 0.13338508918787845, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.75, "time": 0.73623036313802, "total_loss": 1.6475815269513987} {"data_time": 0.010313434526324272, "eta_seconds": 133189.00293615647, "iteration": 87079, "loss_fcos_cls": 0.26208581076934934, "loss_fcos_ctr": 0.6218636268749833, "loss_fcos_loc": 0.19901266507804394, "loss_mask": 0.26360847568139434, "loss_maskiou": 0.005634446089970879, "loss_sem_seg": 0.3332220115698874, "lr": 0.01, "mask_rcnn/accuracy": 0.8726045880063737, "mask_rcnn/false_negative": 0.11706086055234638, "mask_rcnn/false_positive": 0.1271958189602232, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.0, "time": 0.7249554693698883, "total_loss": 1.6950338924652897} {"data_time": 0.009297259151935577, "eta_seconds": 133276.31016582996, "iteration": 87099, "loss_fcos_cls": 0.2645822335034609, "loss_fcos_ctr": 0.6172465945128351, "loss_fcos_loc": 0.1909279084065929, "loss_mask": 0.2503876155242324, "loss_maskiou": 0.004916919002425857, "loss_sem_seg": 0.29442392475903034, "lr": 0.01, "mask_rcnn/accuracy": 0.898638926724536, "mask_rcnn/false_negative": 0.07744549466746159, "mask_rcnn/false_positive": 0.11932407368852979, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.75, "time": 0.7615660848096013, "total_loss": 1.6417366524692625} {"data_time": 0.010577535256743431, "eta_seconds": 133102.85583628155, "iteration": 87119, "loss_fcos_cls": 0.27147241949569434, "loss_fcos_ctr": 0.6230548897292465, "loss_fcos_loc": 0.2034925560001284, "loss_mask": 0.27578553138300776, "loss_maskiou": 0.006030115837347694, "loss_sem_seg": 0.3036391828209162, "lr": 0.01, "mask_rcnn/accuracy": 0.8743943905055284, "mask_rcnn/false_negative": 0.11068537716536445, "mask_rcnn/false_positive": 0.14008339895132566, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7121874624863267, "total_loss": 1.6688232648739358} {"data_time": 0.009585944004356861, "eta_seconds": 133046.40773107577, "iteration": 87139, "loss_fcos_cls": 0.2723483919398859, "loss_fcos_ctr": 0.6188735433388501, "loss_fcos_loc": 0.1984893442131579, "loss_mask": 0.2527990145608783, "loss_maskiou": 0.0050572464388096705, "loss_sem_seg": 0.2966004479676485, "lr": 0.01, "mask_rcnn/accuracy": 0.8842391924718606, "mask_rcnn/false_negative": 0.09348584584754827, "mask_rcnn/false_positive": 0.15775325291318454, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7212134571745992, "total_loss": 1.6387165518954134} {"data_time": 0.009894906543195248, "eta_seconds": 133031.85608717892, "iteration": 87159, "loss_fcos_cls": 0.2676762263290584, "loss_fcos_ctr": 0.6220252113416791, "loss_fcos_loc": 0.2021045139990747, "loss_mask": 0.2765339589677751, "loss_maskiou": 0.005420332039648201, "loss_sem_seg": 0.3031030036509037, "lr": 0.01, "mask_rcnn/accuracy": 0.8815360265461583, "mask_rcnn/false_negative": 0.09066058394182865, "mask_rcnn/false_positive": 0.11440957325679794, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 36.5, "time": 0.7324220659211278, "total_loss": 1.705001694510429} {"data_time": 0.009946104139089584, "eta_seconds": 133004.64130030945, "iteration": 87179, "loss_fcos_cls": 0.25841058313380927, "loss_fcos_ctr": 0.6203355826437473, "loss_fcos_loc": 0.19991395366378129, "loss_mask": 0.2749813636764884, "loss_maskiou": 0.00638494937447831, "loss_sem_seg": 0.29244260862469673, "lr": 0.01, "mask_rcnn/accuracy": 0.8806305664281153, "mask_rcnn/false_negative": 0.07766271093101951, "mask_rcnn/false_positive": 0.14764287686001784, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 37.0, "time": 0.7331975279375911, "total_loss": 1.6617612760237535} {"data_time": 0.009456610307097435, "eta_seconds": 133044.63093338348, "iteration": 87199, "loss_fcos_cls": 0.26465437444858253, "loss_fcos_ctr": 0.6213109060190618, "loss_fcos_loc": 0.20734312548302114, "loss_mask": 0.261575928889215, "loss_maskiou": 0.005914909299463034, "loss_sem_seg": 0.2894288753159344, "lr": 0.01, "mask_rcnn/accuracy": 0.8884671450997981, "mask_rcnn/false_negative": 0.08229266123634091, "mask_rcnn/false_positive": 0.09802290482116473, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 39.0, "time": 0.7515077032148838, "total_loss": 1.6698374438128667} {"data_time": 0.009959557093679905, "eta_seconds": 132948.53937665094, "iteration": 87219, "loss_fcos_cls": 0.2690912240650505, "loss_fcos_ctr": 0.6243370906449854, "loss_fcos_loc": 0.20983003242872655, "loss_mask": 0.27334233839064837, "loss_maskiou": 0.005685420190275181, "loss_sem_seg": 0.2855444964952767, "lr": 0.01, "mask_rcnn/accuracy": 0.8807744281114085, "mask_rcnn/false_negative": 0.08725447737628311, "mask_rcnn/false_positive": 0.1353414098335655, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.7276365095749497, "total_loss": 1.6745738934114343} {"data_time": 0.009476972743868828, "eta_seconds": 132973.64951159153, "iteration": 87239, "loss_fcos_cls": 0.25825559510849416, "loss_fcos_ctr": 0.6181549495086074, "loss_fcos_loc": 0.19473431503865868, "loss_mask": 0.2667833617888391, "loss_maskiou": 0.005662426061462611, "loss_sem_seg": 0.32238421542569995, "lr": 0.01, "mask_rcnn/accuracy": 0.8740137874721754, "mask_rcnn/false_negative": 0.08791737932772403, "mask_rcnn/false_positive": 0.13818968054886452, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.75, "time": 0.7318799123167992, "total_loss": 1.6602219831838738} {"data_time": 0.009716915898025036, "eta_seconds": 132881.58973527513, "iteration": 87259, "loss_fcos_cls": 0.25937792425975204, "loss_fcos_ctr": 0.6211470235139132, "loss_fcos_loc": 0.19398525916039944, "loss_mask": 0.2787844920530915, "loss_maskiou": 0.0061221227661008015, "loss_sem_seg": 0.2964803201612085, "lr": 0.01, "mask_rcnn/accuracy": 0.8804595882196162, "mask_rcnn/false_negative": 0.11116444559228175, "mask_rcnn/false_positive": 0.10203666062674309, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.5, "time": 0.724333886988461, "total_loss": 1.6692884025032981} {"data_time": 0.009993920102715492, "eta_seconds": 132876.5100199962, "iteration": 87279, "loss_fcos_cls": 0.2703381653409451, "loss_fcos_ctr": 0.6230860315263271, "loss_fcos_loc": 0.20524046022910625, "loss_mask": 0.2749556750059128, "loss_maskiou": 0.006071903364500031, "loss_sem_seg": 0.29434538912028074, "lr": 0.01, "mask_rcnn/accuracy": 0.8839289120187461, "mask_rcnn/false_negative": 0.07181792549086807, "mask_rcnn/false_positive": 0.1451347624069086, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.5, "time": 0.7443218566477299, "total_loss": 1.6917095310200239} {"data_time": 0.01031556911766529, "eta_seconds": 132826.8044395186, "iteration": 87299, "loss_fcos_cls": 0.26089686958584934, "loss_fcos_ctr": 0.6239658212289214, "loss_fcos_loc": 0.20628736959770322, "loss_mask": 0.2719555413350463, "loss_maskiou": 0.005967685348878149, "loss_sem_seg": 0.32530029444023967, "lr": 0.01, "mask_rcnn/accuracy": 0.8918781328320802, "mask_rcnn/false_negative": 0.09910849550410153, "mask_rcnn/false_positive": 0.13351749236923613, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.7273380970582366, "total_loss": 1.6747586052479164} {"data_time": 0.010301100090146065, "eta_seconds": 132743.63982367143, "iteration": 87319, "loss_fcos_cls": 0.2555102715268731, "loss_fcos_ctr": 0.6199342021718621, "loss_fcos_loc": 0.1992597010685131, "loss_mask": 0.26115325558930635, "loss_maskiou": 0.005323767232766841, "loss_sem_seg": 0.31277752853929996, "lr": 0.01, "mask_rcnn/accuracy": 0.8734628394605857, "mask_rcnn/false_negative": 0.10201956021696607, "mask_rcnn/false_positive": 0.14571554115235985, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.5, "time": 0.7215458918362856, "total_loss": 1.6498004917666549} {"data_time": 0.009961217641830444, "eta_seconds": 132743.980428203, "iteration": 87339, "loss_fcos_cls": 0.27241892903111875, "loss_fcos_ctr": 0.619709171820432, "loss_fcos_loc": 0.2025409028865397, "loss_mask": 0.2695610439404845, "loss_maskiou": 0.006080303086491767, "loss_sem_seg": 0.3046339703723788, "lr": 0.01, "mask_rcnn/accuracy": 0.8727880632450999, "mask_rcnn/false_negative": 0.08194864038804381, "mask_rcnn/false_positive": 0.14554560872921063, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7299738544970751, "total_loss": 1.6949873311823467} {"data_time": 0.009975720196962357, "eta_seconds": 132785.88335660566, "iteration": 87359, "loss_fcos_cls": 0.2632730200421065, "loss_fcos_ctr": 0.6202866714447737, "loss_fcos_loc": 0.2062922534532845, "loss_mask": 0.2791290897876024, "loss_maskiou": 0.005982937727821991, "loss_sem_seg": 0.2805787939578295, "lr": 0.01, "mask_rcnn/accuracy": 0.8847061361329781, "mask_rcnn/false_negative": 0.0997942687879664, "mask_rcnn/false_positive": 0.12992643738899304, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.0, "time": 0.7418465940281749, "total_loss": 1.6579907623527106} {"data_time": 0.011169095523655415, "eta_seconds": 132755.198978832, "iteration": 87379, "loss_fcos_cls": 0.2649087500758469, "loss_fcos_ctr": 0.62208073399961, "loss_fcos_loc": 0.20961998112034053, "loss_mask": 0.2639262080192566, "loss_maskiou": 0.005907774953811895, "loss_sem_seg": 0.2892567333765328, "lr": 0.01, "mask_rcnn/accuracy": 0.8662916912350815, "mask_rcnn/false_negative": 0.10400764364977091, "mask_rcnn/false_positive": 0.15670269524957214, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7352669341489673, "total_loss": 1.6688844543932646} {"data_time": 0.009186705574393272, "eta_seconds": 132740.66010334902, "iteration": 87399, "loss_fcos_cls": 0.26128967152908444, "loss_fcos_ctr": 0.6190295210108161, "loss_fcos_loc": 0.1977515616454184, "loss_mask": 0.2741774534806609, "loss_maskiou": 0.006463342942879535, "loss_sem_seg": 0.29737419355660677, "lr": 0.01, "mask_rcnn/accuracy": 0.8845630868457688, "mask_rcnn/false_negative": 0.09857171895975844, "mask_rcnn/false_positive": 0.1463606273880927, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.25, "time": 0.733236494474113, "total_loss": 1.6456991947925417} {"data_time": 0.0105055533349514, "eta_seconds": 132774.7006417485, "iteration": 87419, "loss_fcos_cls": 0.2775832489132881, "loss_fcos_ctr": 0.6217359527945518, "loss_fcos_loc": 0.20283777848817408, "loss_mask": 0.2755405227653682, "loss_maskiou": 0.005954655451205326, "loss_sem_seg": 0.2976982519030571, "lr": 0.01, "mask_rcnn/accuracy": 0.8854134598528286, "mask_rcnn/false_negative": 0.08882120876358496, "mask_rcnn/false_positive": 0.159396015813836, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.75, "time": 0.7383720176294446, "total_loss": 1.6649104010684823} {"data_time": 0.00959257036447525, "eta_seconds": 132844.54166973103, "iteration": 87439, "loss_fcos_cls": 0.2682226486504078, "loss_fcos_ctr": 0.6180534800514579, "loss_fcos_loc": 0.2002624173182994, "loss_mask": 0.2700031269341707, "loss_maskiou": 0.005499895443790592, "loss_sem_seg": 0.2993561252951622, "lr": 0.01, "mask_rcnn/accuracy": 0.8739556378771605, "mask_rcnn/false_negative": 0.0914062688662664, "mask_rcnn/false_positive": 0.15166596818225658, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7292258692905307, "total_loss": 1.6416717941538082} {"data_time": 0.009906144812703133, "eta_seconds": 132829.9882282326, "iteration": 87459, "loss_fcos_cls": 0.2590698206331581, "loss_fcos_ctr": 0.6222198130562901, "loss_fcos_loc": 0.20971532771363854, "loss_mask": 0.26473176572471857, "loss_maskiou": 0.005664227377565112, "loss_sem_seg": 0.27767389453947544, "lr": 0.01, "mask_rcnn/accuracy": 0.8787513666180757, "mask_rcnn/false_negative": 0.09006374638129691, "mask_rcnn/false_positive": 0.13516510529579917, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.75, "time": 0.7254226626828313, "total_loss": 1.66556752663746} {"data_time": 0.010163282044231892, "eta_seconds": 132815.43478673417, "iteration": 87479, "loss_fcos_cls": 0.26563937251921743, "loss_fcos_ctr": 0.6202761391177773, "loss_fcos_loc": 0.20172030036337674, "loss_mask": 0.27437495719641447, "loss_maskiou": 0.006357182719511911, "loss_sem_seg": 0.2715484616346657, "lr": 0.01, "mask_rcnn/accuracy": 0.8894660686855387, "mask_rcnn/false_negative": 0.08748847053460465, "mask_rcnn/false_positive": 0.15198692809874353, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 44.0, "time": 0.7169331461191177, "total_loss": 1.6396403400140116} {"data_time": 0.010314087383449078, "eta_seconds": 132800.88134523574, "iteration": 87499, "loss_fcos_cls": 0.24929202976636589, "loss_fcos_ctr": 0.6192967700771987, "loss_fcos_loc": 0.19407064229017124, "loss_mask": 0.2571656843647361, "loss_maskiou": 0.006095792647101916, "loss_sem_seg": 0.30505140824243426, "lr": 0.01, "mask_rcnn/accuracy": 0.8803448164980278, "mask_rcnn/false_negative": 0.0890786284725913, "mask_rcnn/false_positive": 0.1429089812262777, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7283472269773483, "total_loss": 1.62885627286596} {"data_time": 0.0104139419272542, "eta_seconds": 132692.52864153497, "iteration": 87519, "loss_fcos_cls": 0.26358408969826996, "loss_fcos_ctr": 0.6211251341737807, "loss_fcos_loc": 0.19573132536606863, "loss_mask": 0.2668933216482401, "loss_maskiou": 0.0057556784158805385, "loss_sem_seg": 0.3095691401977092, "lr": 0.01, "mask_rcnn/accuracy": 0.8842976729368355, "mask_rcnn/false_negative": 0.09100769172679385, "mask_rcnn/false_positive": 0.1147101902356013, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7235794765874743, "total_loss": 1.6757383842559648} {"data_time": 0.009571587666869164, "eta_seconds": 132638.88797496818, "iteration": 87539, "loss_fcos_cls": 0.2720559115987271, "loss_fcos_ctr": 0.623218881431967, "loss_fcos_loc": 0.20631393929943442, "loss_mask": 0.29277961514890194, "loss_maskiou": 0.005799440339615103, "loss_sem_seg": 0.30759335681796074, "lr": 0.01, "mask_rcnn/accuracy": 0.8615615889212828, "mask_rcnn/false_negative": 0.09493132221997852, "mask_rcnn/false_positive": 0.18074185314971586, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.0, "time": 0.715257091447711, "total_loss": 1.6798510688531678} {"data_time": 0.009651295840740204, "eta_seconds": 132743.6675264435, "iteration": 87559, "loss_fcos_cls": 0.2585019674152136, "loss_fcos_ctr": 0.6203790241852403, "loss_fcos_loc": 0.19979534018784761, "loss_mask": 0.28310181479901075, "loss_maskiou": 0.005845530264195986, "loss_sem_seg": 0.2619736804626882, "lr": 0.01, "mask_rcnn/accuracy": 0.8739863945578232, "mask_rcnn/false_negative": 0.10012159035194157, "mask_rcnn/false_positive": 0.15212982503820477, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7414967259392142, "total_loss": 1.6372370196913835} {"data_time": 0.010535528883337975, "eta_seconds": 132729.11557073984, "iteration": 87579, "loss_fcos_cls": 0.2620801611337811, "loss_fcos_ctr": 0.6195830721408129, "loss_fcos_loc": 0.18996833474375308, "loss_mask": 0.2684029396623373, "loss_maskiou": 0.006055296733393334, "loss_sem_seg": 0.2972883600741625, "lr": 0.01, "mask_rcnn/accuracy": 0.8701969068877551, "mask_rcnn/false_negative": 0.09194768722664193, "mask_rcnn/false_positive": 0.17356888219486824, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 23.5, "time": 0.7425612229853868, "total_loss": 1.678619246755261} {"data_time": 0.009453840553760529, "eta_seconds": 132740.55589175038, "iteration": 87599, "loss_fcos_cls": 0.25972078717313707, "loss_fcos_ctr": 0.6194623243063688, "loss_fcos_loc": 0.19463764573447406, "loss_mask": 0.2728585684671998, "loss_maskiou": 0.005512320349225774, "loss_sem_seg": 0.2856465505901724, "lr": 0.01, "mask_rcnn/accuracy": 0.8846605228047635, "mask_rcnn/false_negative": 0.0918545302105637, "mask_rcnn/false_positive": 0.14187321062701547, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7037729173898697, "total_loss": 1.6272674073916278} {"data_time": 0.010101684369146824, "eta_seconds": 132761.2624172289, "iteration": 87619, "loss_fcos_cls": 0.2730347835458815, "loss_fcos_ctr": 0.6208678837865591, "loss_fcos_loc": 0.20541466563008726, "loss_mask": 0.2709352453239262, "loss_maskiou": 0.005545429725316353, "loss_sem_seg": 0.2972993436269462, "lr": 0.01, "mask_rcnn/accuracy": 0.8841137767658335, "mask_rcnn/false_negative": 0.10949432662121525, "mask_rcnn/false_positive": 0.14892769793370494, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 27.0, "time": 0.7196123041212559, "total_loss": 1.7113403967232443} {"data_time": 0.010180019773542881, "eta_seconds": 132813.64751274046, "iteration": 87639, "loss_fcos_cls": 0.2584480410441756, "loss_fcos_ctr": 0.6230135634541512, "loss_fcos_loc": 0.20022040489129722, "loss_mask": 0.262784868478775, "loss_maskiou": 0.00522298390569631, "loss_sem_seg": 0.30258982442319393, "lr": 0.01, "mask_rcnn/accuracy": 0.8931441326530613, "mask_rcnn/false_negative": 0.08410267982153319, "mask_rcnn/false_positive": 0.11309800328648134, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.5, "time": 0.7360925357788801, "total_loss": 1.672718541143695} {"data_time": 0.00964497309178114, "eta_seconds": 132799.08149835002, "iteration": 87659, "loss_fcos_cls": 0.27247191622154787, "loss_fcos_ctr": 0.6258174157701433, "loss_fcos_loc": 0.21452955028507859, "loss_mask": 0.2832073485478759, "loss_maskiou": 0.005816792472614907, "loss_sem_seg": 0.30472980439662933, "lr": 0.01, "mask_rcnn/accuracy": 0.875203727324263, "mask_rcnn/false_negative": 0.09991578673938618, "mask_rcnn/false_positive": 0.15225702600898272, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.75, "time": 0.7265583844855428, "total_loss": 1.6735615198704181} {"data_time": 0.00998182687908411, "eta_seconds": 132772.86417067517, "iteration": 87679, "loss_fcos_cls": 0.2616468481719494, "loss_fcos_ctr": 0.6192132364958525, "loss_fcos_loc": 0.19232689426280558, "loss_mask": 0.2653952930122614, "loss_maskiou": 0.005314262663887348, "loss_sem_seg": 0.28063382813706994, "lr": 0.01, "mask_rcnn/accuracy": 0.8876331782713085, "mask_rcnn/false_negative": 0.11274778871230065, "mask_rcnn/false_positive": 0.13490655130561402, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.25, "time": 0.726869554258883, "total_loss": 1.616381093961536} {"data_time": 0.010124833323061466, "eta_seconds": 132769.94946956914, "iteration": 87699, "loss_fcos_cls": 0.2622690526768565, "loss_fcos_ctr": 0.6222138367593288, "loss_fcos_loc": 0.19148195791058242, "loss_mask": 0.2658486282452941, "loss_maskiou": 0.006083815133024473, "loss_sem_seg": 0.3043435914441943, "lr": 0.01, "mask_rcnn/accuracy": 0.8791427623538594, "mask_rcnn/false_negative": 0.08366397219624744, "mask_rcnn/false_positive": 0.13752251167818194, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7329774089157581, "total_loss": 1.675253918976523} {"data_time": 0.008879279717803001, "eta_seconds": 132782.44765766617, "iteration": 87719, "loss_fcos_cls": 0.25674292631447315, "loss_fcos_ctr": 0.6205521943047643, "loss_fcos_loc": 0.20108430495020002, "loss_mask": 0.2678935322910547, "loss_maskiou": 0.004994939576135948, "loss_sem_seg": 0.28058228525333107, "lr": 0.01, "mask_rcnn/accuracy": 0.8942465705794513, "mask_rcnn/false_negative": 0.08434853363277678, "mask_rcnn/false_positive": 0.11968877158833544, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7252909010276198, "total_loss": 1.6394271734934591} {"data_time": 0.010234957560896873, "eta_seconds": 132805.7542832205, "iteration": 87739, "loss_fcos_cls": 0.2596573419868946, "loss_fcos_ctr": 0.62023442145437, "loss_fcos_loc": 0.19506683910731226, "loss_mask": 0.2667451533488929, "loss_maskiou": 0.0053558429281110875, "loss_sem_seg": 0.27457661437802017, "lr": 0.01, "mask_rcnn/accuracy": 0.8829671408493953, "mask_rcnn/false_negative": 0.08987129424204238, "mask_rcnn/false_positive": 0.14612962690060782, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7260761596262455, "total_loss": 1.6426672588131623} {"data_time": 0.009429254569113255, "eta_seconds": 132753.3096898785, "iteration": 87759, "loss_fcos_cls": 0.2447375562041998, "loss_fcos_ctr": 0.6184861222282052, "loss_fcos_loc": 0.18905991362407804, "loss_mask": 0.2682819999754429, "loss_maskiou": 0.0058280458142689895, "loss_sem_seg": 0.24501102592330426, "lr": 0.01, "mask_rcnn/accuracy": 0.899670493197279, "mask_rcnn/false_negative": 0.09767298620064513, "mask_rcnn/false_positive": 0.11129535073730462, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.7283288910984993, "total_loss": 1.5693440828035818} {"data_time": 0.009059532545506954, "eta_seconds": 132738.74070598464, "iteration": 87779, "loss_fcos_cls": 0.26291086128912866, "loss_fcos_ctr": 0.6176514327526093, "loss_fcos_loc": 0.18992698611691594, "loss_mask": 0.27601971942931414, "loss_maskiou": 0.005974339406748186, "loss_sem_seg": 0.3399262074381113, "lr": 0.01, "mask_rcnn/accuracy": 0.8996405380333952, "mask_rcnn/false_negative": 0.07343827505108025, "mask_rcnn/false_positive": 0.12733547181980143, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7432901598513126, "total_loss": 1.6842285452294163} {"data_time": 0.009257422760128975, "eta_seconds": 132685.47575299162, "iteration": 87799, "loss_fcos_cls": 0.2686871555633843, "loss_fcos_ctr": 0.6210364550352097, "loss_fcos_loc": 0.2030899494420737, "loss_mask": 0.27388623356819153, "loss_maskiou": 0.0055574846774106845, "loss_sem_seg": 0.3303846465423703, "lr": 0.01, "mask_rcnn/accuracy": 0.8761948650427913, "mask_rcnn/false_negative": 0.09121654243829148, "mask_rcnn/false_positive": 0.13170080102095555, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.5, "time": 0.7155402358621359, "total_loss": 1.6724941463544383} {"data_time": 0.010142133571207523, "eta_seconds": 132684.294529357, "iteration": 87819, "loss_fcos_cls": 0.27275617932900786, "loss_fcos_ctr": 0.619827089831233, "loss_fcos_loc": 0.19586945336777717, "loss_mask": 0.2618919597007334, "loss_maskiou": 0.005715357183362357, "loss_sem_seg": 0.3168491395190358, "lr": 0.01, "mask_rcnn/accuracy": 0.8876569080012957, "mask_rcnn/false_negative": 0.08642977664005616, "mask_rcnn/false_positive": 0.13050204359902284, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7217755848541856, "total_loss": 1.6781604777097527} {"data_time": 0.011385294608771801, "eta_seconds": 132779.62292635348, "iteration": 87839, "loss_fcos_cls": 0.2585368116851896, "loss_fcos_ctr": 0.6207213490270078, "loss_fcos_loc": 0.18763676437083632, "loss_mask": 0.25858205650001764, "loss_maskiou": 0.005005169361538719, "loss_sem_seg": 0.2690537736052647, "lr": 0.01, "mask_rcnn/accuracy": 0.8751344968680541, "mask_rcnn/false_negative": 0.11513560938458764, "mask_rcnn/false_positive": 0.14357155035647368, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.75, "time": 0.7366295391693711, "total_loss": 1.61308935417037} {"data_time": 0.009786639362573624, "eta_seconds": 132854.7823712686, "iteration": 87859, "loss_fcos_cls": 0.2630457868799567, "loss_fcos_ctr": 0.6181045277044177, "loss_fcos_loc": 0.18726660846732557, "loss_mask": 0.25966682098805904, "loss_maskiou": 0.005400414768701012, "loss_sem_seg": 0.29516096296720207, "lr": 0.01, "mask_rcnn/accuracy": 0.8866530133840629, "mask_rcnn/false_negative": 0.0979935628277111, "mask_rcnn/false_positive": 0.13727169794565153, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.25, "time": 0.7365421401336789, "total_loss": 1.6391751934788772} {"data_time": 0.01044051256030798, "eta_seconds": 132992.85936540551, "iteration": 87879, "loss_fcos_cls": 0.26434329175390303, "loss_fcos_ctr": 0.6168600404635072, "loss_fcos_loc": 0.1843201913870871, "loss_mask": 0.25402290979400277, "loss_maskiou": 0.004953483075951226, "loss_sem_seg": 0.27201955462805927, "lr": 0.01, "mask_rcnn/accuracy": 0.8890811542402806, "mask_rcnn/false_negative": 0.10178301433936733, "mask_rcnn/false_positive": 0.11569252026092608, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.5, "time": 0.7446514489129186, "total_loss": 1.5856420564377913} {"data_time": 0.010561371222138405, "eta_seconds": 132978.25447531976, "iteration": 87899, "loss_fcos_cls": 0.26375608588568866, "loss_fcos_ctr": 0.6249652728438377, "loss_fcos_loc": 0.21121671656146646, "loss_mask": 0.26916416455060244, "loss_maskiou": 0.0058472917444305494, "loss_sem_seg": 0.2883131825365126, "lr": 0.01, "mask_rcnn/accuracy": 0.8785435670480313, "mask_rcnn/false_negative": 0.09721454414217981, "mask_rcnn/false_positive": 0.16372735401970598, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.75, "time": 0.7272242046892643, "total_loss": 1.6497591848310549} {"data_time": 0.009731901809573174, "eta_seconds": 132968.2294977773, "iteration": 87919, "loss_fcos_cls": 0.26687705097720027, "loss_fcos_ctr": 0.6194587084464729, "loss_fcos_loc": 0.20158159849233925, "loss_mask": 0.2715881699696183, "loss_maskiou": 0.006932881522516254, "loss_sem_seg": 0.31362041598185897, "lr": 0.01, "mask_rcnn/accuracy": 0.8805593828440468, "mask_rcnn/false_negative": 0.10427881429347294, "mask_rcnn/false_positive": 0.14543898242190234, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.75, "time": 0.7171902321279049, "total_loss": 1.6896128583794052} {"data_time": 0.010687322355806828, "eta_seconds": 132782.40203920472, "iteration": 87939, "loss_fcos_cls": 0.2672785185277462, "loss_fcos_ctr": 0.6201891638338566, "loss_fcos_loc": 0.2004708901513368, "loss_mask": 0.2619848605245352, "loss_maskiou": 0.006536505596159259, "loss_sem_seg": 0.31352941249497235, "lr": 0.01, "mask_rcnn/accuracy": 0.9020342459492195, "mask_rcnn/false_negative": 0.08563554272862448, "mask_rcnn/false_positive": 0.10858366422543028, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7133125308901072, "total_loss": 1.6972859601373784} {"data_time": 0.01003007497638464, "eta_seconds": 132887.1276034806, "iteration": 87959, "loss_fcos_cls": 0.27236646553501487, "loss_fcos_ctr": 0.6201159181073308, "loss_fcos_loc": 0.20189189654774964, "loss_mask": 0.281162247993052, "loss_maskiou": 0.006656443685642444, "loss_sem_seg": 0.28980982420034707, "lr": 0.01, "mask_rcnn/accuracy": 0.8904254308226687, "mask_rcnn/false_negative": 0.06986259595404247, "mask_rcnn/false_positive": 0.14078731234421626, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 24.75, "time": 0.7416645009070635, "total_loss": 1.677225835097488} {"data_time": 0.01047694031149149, "eta_seconds": 132797.50146236364, "iteration": 87979, "loss_fcos_cls": 0.2745682238601148, "loss_fcos_ctr": 0.6221350822597742, "loss_fcos_loc": 0.19907483621500432, "loss_mask": 0.2671350659802556, "loss_maskiou": 0.005271684156468837, "loss_sem_seg": 0.3029490797780454, "lr": 0.01, "mask_rcnn/accuracy": 0.8807280976906892, "mask_rcnn/false_negative": 0.10056506556302905, "mask_rcnn/false_positive": 0.14494551722559226, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7414243454113603, "total_loss": 1.668524243068532} {"data_time": 0.010541560128331184, "eta_seconds": 132706.77411486022, "iteration": 87999, "loss_fcos_cls": 0.26745873352047056, "loss_fcos_ctr": 0.6203081617131829, "loss_fcos_loc": 0.19755766063462943, "loss_mask": 0.2713169828057289, "loss_maskiou": 0.006201921103638597, "loss_sem_seg": 0.28462441451847553, "lr": 0.01, "mask_rcnn/accuracy": 0.894640497073514, "mask_rcnn/false_negative": 0.08747303007793722, "mask_rcnn/false_positive": 0.129218532684361, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.726005706936121, "total_loss": 1.6656999574915972} {"data_time": 0.009245779365301132, "eta_seconds": 132843.3285271395, "iteration": 88019, "loss_fcos_cls": 0.25551185838412493, "loss_fcos_ctr": 0.6198099236935377, "loss_fcos_loc": 0.19910211116075516, "loss_mask": 0.26400028355419636, "loss_maskiou": 0.0053802198672201484, "loss_sem_seg": 0.29261269187554717, "lr": 0.01, "mask_rcnn/accuracy": 0.8785198474150274, "mask_rcnn/false_negative": 0.09449044930583, "mask_rcnn/false_positive": 0.13526637674978492, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 38.25, "time": 0.7322400873526931, "total_loss": 1.667390773720399} {"data_time": 0.010043623857200146, "eta_seconds": 132694.85112197418, "iteration": 88039, "loss_fcos_cls": 0.25652405386790633, "loss_fcos_ctr": 0.6236064448021352, "loss_fcos_loc": 0.20731818582862616, "loss_mask": 0.28518629632890224, "loss_maskiou": 0.00594289864966413, "loss_sem_seg": 0.3214428040664643, "lr": 0.01, "mask_rcnn/accuracy": 0.8751140577198622, "mask_rcnn/false_negative": 0.1151091255300058, "mask_rcnn/false_positive": 0.14036858087380916, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.25, "time": 0.7093524066731334, "total_loss": 1.689137378554733} {"data_time": 0.01005044300109148, "eta_seconds": 132680.2661448503, "iteration": 88059, "loss_fcos_cls": 0.26248135534115136, "loss_fcos_ctr": 0.6212704386562109, "loss_fcos_loc": 0.1983132899622433, "loss_mask": 0.27312088664621115, "loss_maskiou": 0.005528265075554373, "loss_sem_seg": 0.30340180173516273, "lr": 0.01, "mask_rcnn/accuracy": 0.8863606843836436, "mask_rcnn/false_negative": 0.10569708555298962, "mask_rcnn/false_positive": 0.1360917401918018, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.25, "time": 0.7325166007503867, "total_loss": 1.678996567210561} {"data_time": 0.009693820029497147, "eta_seconds": 132724.5442203628, "iteration": 88079, "loss_fcos_cls": 0.26365843089297414, "loss_fcos_ctr": 0.6203073086217046, "loss_fcos_loc": 0.1991611630655825, "loss_mask": 0.27390972431749105, "loss_maskiou": 0.006027476338203996, "loss_sem_seg": 0.2914099832996726, "lr": 0.01, "mask_rcnn/accuracy": 0.8591156078033249, "mask_rcnn/false_negative": 0.11469675548984515, "mask_rcnn/false_positive": 0.15839167446666064, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.75, "time": 0.7387360716238618, "total_loss": 1.6597088317503221} {"data_time": 0.010316917672753334, "eta_seconds": 132651.09619060252, "iteration": 88099, "loss_fcos_cls": 0.2588304115924984, "loss_fcos_ctr": 0.622053699567914, "loss_fcos_loc": 0.19813676155172288, "loss_mask": 0.2654202729463577, "loss_maskiou": 0.005435647442936897, "loss_sem_seg": 0.3150344733148813, "lr": 0.01, "mask_rcnn/accuracy": 0.8646144337364575, "mask_rcnn/false_negative": 0.11541309854010895, "mask_rcnn/false_positive": 0.16995368295233826, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.5, "time": 0.7319919280707836, "total_loss": 1.661482395236817} {"data_time": 0.011050457134842873, "eta_seconds": 132770.330066571, "iteration": 88119, "loss_fcos_cls": 0.26896736468188465, "loss_fcos_ctr": 0.6201631859876215, "loss_fcos_loc": 0.2019627190893516, "loss_mask": 0.25675357691943645, "loss_maskiou": 0.005219392463914119, "loss_sem_seg": 0.2862324093002826, "lr": 0.01, "mask_rcnn/accuracy": 0.8929568942961801, "mask_rcnn/false_negative": 0.07911258157411644, "mask_rcnn/false_positive": 0.1284784777283324, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 36.25, "time": 0.7274062167853117, "total_loss": 1.6419504365185276} {"data_time": 0.00906312931329012, "eta_seconds": 132829.41838751547, "iteration": 88139, "loss_fcos_cls": 0.25870414613746107, "loss_fcos_ctr": 0.6210802802816033, "loss_fcos_loc": 0.19984464929439127, "loss_mask": 0.27362775057554245, "loss_maskiou": 0.006331934724585153, "loss_sem_seg": 0.2656135195866227, "lr": 0.01, "mask_rcnn/accuracy": 0.8967685886166453, "mask_rcnn/false_negative": 0.07882390354449179, "mask_rcnn/false_positive": 0.11119203594192548, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.7335695931687951, "total_loss": 1.6481157746911776} {"data_time": 0.010073897428810596, "eta_seconds": 132791.29733401164, "iteration": 88159, "loss_fcos_cls": 0.26374722132459283, "loss_fcos_ctr": 0.6208054721355438, "loss_fcos_loc": 0.19779965723864734, "loss_mask": 0.27505854330956936, "loss_maskiou": 0.0058196486934321, "loss_sem_seg": 0.3057879963889718, "lr": 0.01, "mask_rcnn/accuracy": 0.8711734693877551, "mask_rcnn/false_negative": 0.11322223387898152, "mask_rcnn/false_positive": 0.15541269065913607, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7326316442340612, "total_loss": 1.7055807392316638} {"data_time": 0.010245618410408497, "eta_seconds": 132776.69212425873, "iteration": 88179, "loss_fcos_cls": 0.26241159823257476, "loss_fcos_ctr": 0.6198968393728137, "loss_fcos_loc": 0.2044681196566671, "loss_mask": 0.26860723551362753, "loss_maskiou": 0.005520578022697009, "loss_sem_seg": 0.28449044190347195, "lr": 0.01, "mask_rcnn/accuracy": 0.8927820700895142, "mask_rcnn/false_negative": 0.09783747336949826, "mask_rcnn/false_positive": 0.13187321579362568, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.5, "time": 0.7367901215329766, "total_loss": 1.6292202572803944} {"data_time": 0.010355867445468903, "eta_seconds": 132711.93129811622, "iteration": 88199, "loss_fcos_cls": 0.2583838850259781, "loss_fcos_ctr": 0.6197748780250549, "loss_fcos_loc": 0.19323281897231936, "loss_mask": 0.2645649528130889, "loss_maskiou": 0.005271348141832277, "loss_sem_seg": 0.2977768136188388, "lr": 0.01, "mask_rcnn/accuracy": 0.891692986718497, "mask_rcnn/false_negative": 0.08205563119522058, "mask_rcnn/false_positive": 0.12182685084467479, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.5, "time": 0.7398876547813416, "total_loss": 1.622801837977022} {"data_time": 0.010241148993372917, "eta_seconds": 132747.4817047529, "iteration": 88219, "loss_fcos_cls": 0.2718088466208428, "loss_fcos_ctr": 0.6166435275226831, "loss_fcos_loc": 0.1937272356590256, "loss_mask": 0.2574803843162954, "loss_maskiou": 0.006004846210998949, "loss_sem_seg": 0.3062031262088567, "lr": 0.01, "mask_rcnn/accuracy": 0.8899782601308966, "mask_rcnn/false_negative": 0.08652550626651295, "mask_rcnn/false_positive": 0.124842552635586, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.5, "time": 0.7293444126844406, "total_loss": 1.6220976878757938} {"data_time": 0.009532058611512184, "eta_seconds": 132682.73191388883, "iteration": 88239, "loss_fcos_cls": 0.2742112309206277, "loss_fcos_ctr": 0.6221839198842645, "loss_fcos_loc": 0.1998400878510438, "loss_mask": 0.26837997045367956, "loss_maskiou": 0.006145754352473887, "loss_sem_seg": 0.29350192844867706, "lr": 0.01, "mask_rcnn/accuracy": 0.8674706234179412, "mask_rcnn/false_negative": 0.10616641631005166, "mask_rcnn/false_positive": 0.17396154492511753, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7257247809320688, "total_loss": 1.680894279947097} {"data_time": 0.009423712268471718, "eta_seconds": 132668.13222177513, "iteration": 88259, "loss_fcos_cls": 0.26931383879855275, "loss_fcos_ctr": 0.6198440222069621, "loss_fcos_loc": 0.18867080193012953, "loss_mask": 0.2727387547492981, "loss_maskiou": 0.005250110782071715, "loss_sem_seg": 0.30441029090434313, "lr": 0.01, "mask_rcnn/accuracy": 0.903547967812918, "mask_rcnn/false_negative": 0.08942719005002811, "mask_rcnn/false_positive": 0.13023039856986332, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.75, "time": 0.731335174292326, "total_loss": 1.6577329579740763} {"data_time": 0.009763221256434917, "eta_seconds": 132511.2172054667, "iteration": 88279, "loss_fcos_cls": 0.2663479188340716, "loss_fcos_ctr": 0.6218304494395852, "loss_fcos_loc": 0.20381884009111673, "loss_mask": 0.277342532761395, "loss_maskiou": 0.006098163124988787, "loss_sem_seg": 0.3217054312117398, "lr": 0.01, "mask_rcnn/accuracy": 0.8794124048428895, "mask_rcnn/false_negative": 0.07389345409015696, "mask_rcnn/false_positive": 0.1704015453072378, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7149801608175039, "total_loss": 1.7067284293152625} {"data_time": 0.009918522089719772, "eta_seconds": 132533.84362467472, "iteration": 88299, "loss_fcos_cls": 0.26604424556717277, "loss_fcos_ctr": 0.6201928220689297, "loss_fcos_loc": 0.2004290010081604, "loss_mask": 0.27728661615401506, "loss_maskiou": 0.006200144242029637, "loss_sem_seg": 0.2963568023405969, "lr": 0.01, "mask_rcnn/accuracy": 0.8813932442423313, "mask_rcnn/false_negative": 0.10963581747328366, "mask_rcnn/false_positive": 0.11770151577378585, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7306827567517757, "total_loss": 1.6696645523516054} {"data_time": 0.00946526788175106, "eta_seconds": 132482.04914735444, "iteration": 88319, "loss_fcos_cls": 0.2704971213825047, "loss_fcos_ctr": 0.6219058781862259, "loss_fcos_loc": 0.2043823006679304, "loss_mask": 0.2763984799385071, "loss_maskiou": 0.006574633644049754, "loss_sem_seg": 0.30074645299464464, "lr": 0.01, "mask_rcnn/accuracy": 0.8899158000922556, "mask_rcnn/false_negative": 0.07658054165938423, "mask_rcnn/false_positive": 0.1466658376850209, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.5, "time": 0.7130458448082209, "total_loss": 1.6701215030479943} {"data_time": 0.0097884526476264, "eta_seconds": 132467.4651182983, "iteration": 88339, "loss_fcos_cls": 0.2589704771526158, "loss_fcos_ctr": 0.6191681670024991, "loss_fcos_loc": 0.18762824591249228, "loss_mask": 0.2642246838659048, "loss_maskiou": 0.0061653075281356, "loss_sem_seg": 0.3150821696035564, "lr": 0.01, "mask_rcnn/accuracy": 0.8730988470969783, "mask_rcnn/false_negative": 0.12788975620242218, "mask_rcnn/false_positive": 0.11273001517052411, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.5, "time": 0.7273169504478574, "total_loss": 1.6688221129734302} {"data_time": 0.011056393384933472, "eta_seconds": 132445.62689723074, "iteration": 88359, "loss_fcos_cls": 0.2603144347667694, "loss_fcos_ctr": 0.6181257171556354, "loss_fcos_loc": 0.19018681719899178, "loss_mask": 0.28134179301559925, "loss_maskiou": 0.0061210081112221815, "loss_sem_seg": 0.3036301275715232, "lr": 0.01, "mask_rcnn/accuracy": 0.8785923880421733, "mask_rcnn/false_negative": 0.11661768296361011, "mask_rcnn/false_positive": 0.13450521120863312, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.736963989213109, "total_loss": 1.6771912916301517} {"data_time": 0.009591520763933659, "eta_seconds": 132460.04303159192, "iteration": 88379, "loss_fcos_cls": 0.275779084302485, "loss_fcos_ctr": 0.6209220895543694, "loss_fcos_loc": 0.20253428956493735, "loss_mask": 0.2842414462938905, "loss_maskiou": 0.0063094095821725205, "loss_sem_seg": 0.28447769582271576, "lr": 0.01, "mask_rcnn/accuracy": 0.8716240405544735, "mask_rcnn/false_negative": 0.09023624531799741, "mask_rcnn/false_positive": 0.1781708209644225, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.735202538780868, "total_loss": 1.6781996253994294} {"data_time": 0.009362546727061272, "eta_seconds": 132460.90300044883, "iteration": 88399, "loss_fcos_cls": 0.26446918898727745, "loss_fcos_ctr": 0.6206191694363952, "loss_fcos_loc": 0.1984371262951754, "loss_mask": 0.268966312520206, "loss_maskiou": 0.006600913766305894, "loss_sem_seg": 0.30726194381713867, "lr": 0.01, "mask_rcnn/accuracy": 0.860240473103592, "mask_rcnn/false_negative": 0.09945928508006105, "mask_rcnn/false_positive": 0.17285665990516977, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.7556914007291198, "total_loss": 1.6815093477634946} {"data_time": 0.01083302590996027, "eta_seconds": 132401.87720628083, "iteration": 88419, "loss_fcos_cls": 0.2746114726178348, "loss_fcos_ctr": 0.6223421553149819, "loss_fcos_loc": 0.20297338324598968, "loss_mask": 0.2752754492685199, "loss_maskiou": 0.006420241799787618, "loss_sem_seg": 0.30252548214048147, "lr": 0.01, "mask_rcnn/accuracy": 0.8833598693714775, "mask_rcnn/false_negative": 0.09923325955139321, "mask_rcnn/false_positive": 0.12637642561986306, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.75, "time": 0.7383150812238455, "total_loss": 1.702678335030214} {"data_time": 0.009428487159311771, "eta_seconds": 132431.72675075848, "iteration": 88439, "loss_fcos_cls": 0.26690456504002213, "loss_fcos_ctr": 0.6197324274107814, "loss_fcos_loc": 0.196684452239424, "loss_mask": 0.27073846478015184, "loss_maskiou": 0.005266463675070554, "loss_sem_seg": 0.28688526852056384, "lr": 0.01, "mask_rcnn/accuracy": 0.909776491897572, "mask_rcnn/false_negative": 0.09270737493323608, "mask_rcnn/false_positive": 0.10411009882094624, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 24.25, "time": 0.7527597416192293, "total_loss": 1.663263704860583} {"data_time": 0.00965280644595623, "eta_seconds": 132522.13530063815, "iteration": 88459, "loss_fcos_cls": 0.259571565547958, "loss_fcos_ctr": 0.6208426617085934, "loss_fcos_loc": 0.20352721796371043, "loss_mask": 0.2718432657420635, "loss_maskiou": 0.0057781333234743215, "loss_sem_seg": 0.3015038773883134, "lr": 0.01, "mask_rcnn/accuracy": 0.8770678658627734, "mask_rcnn/false_negative": 0.10808510966073179, "mask_rcnn/false_positive": 0.15181135188099554, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.25, "time": 0.7322556739673018, "total_loss": 1.6989349674695404} {"data_time": 0.009974762797355652, "eta_seconds": 132507.53560852446, "iteration": 88479, "loss_fcos_cls": 0.25508296163752675, "loss_fcos_ctr": 0.6193913659080863, "loss_fcos_loc": 0.19386028801091015, "loss_mask": 0.26321272272616625, "loss_maskiou": 0.0061003213850199245, "loss_sem_seg": 0.29582634568214417, "lr": 0.01, "mask_rcnn/accuracy": 0.8913292795566503, "mask_rcnn/false_negative": 0.08432314676959403, "mask_rcnn/false_positive": 0.1376056701782249, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7250310098752379, "total_loss": 1.6297742998795002} {"data_time": 0.010031761601567268, "eta_seconds": 132442.52786626387, "iteration": 88499, "loss_fcos_cls": 0.25327949319034815, "loss_fcos_ctr": 0.6195914847776294, "loss_fcos_loc": 0.19227110291831195, "loss_mask": 0.26990695483982563, "loss_maskiou": 0.006182866447488777, "loss_sem_seg": 0.2644085669890046, "lr": 0.01, "mask_rcnn/accuracy": 0.8672979311471871, "mask_rcnn/false_negative": 0.09878360324818017, "mask_rcnn/false_positive": 0.1583370289100524, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.75, "time": 0.7244051871821284, "total_loss": 1.6145794299372938} {"data_time": 0.011014099232852459, "eta_seconds": 132581.93219897617, "iteration": 88519, "loss_fcos_cls": 0.268220741301775, "loss_fcos_ctr": 0.6217765230685472, "loss_fcos_loc": 0.20041988627053797, "loss_mask": 0.26700236555188894, "loss_maskiou": 0.0061382048079394735, "loss_sem_seg": 0.28065756522119045, "lr": 0.01, "mask_rcnn/accuracy": 0.87781456332533, "mask_rcnn/false_negative": 0.10093465979295305, "mask_rcnn/false_positive": 0.11894515027111872, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.732716990634799, "total_loss": 1.6498304683191236} {"data_time": 0.010590322315692902, "eta_seconds": 132595.19016299397, "iteration": 88539, "loss_fcos_cls": 0.2675651527242735, "loss_fcos_ctr": 0.6211302392184734, "loss_fcos_loc": 0.20103493938222528, "loss_mask": 0.2695774780586362, "loss_maskiou": 0.005480941152200103, "loss_sem_seg": 0.2982187052257359, "lr": 0.01, "mask_rcnn/accuracy": 0.8863258418121347, "mask_rcnn/false_negative": 0.11364055656014477, "mask_rcnn/false_positive": 0.12773636250816817, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.7274774266406894, "total_loss": 1.6614145797066158} {"data_time": 0.010088201612234116, "eta_seconds": 132552.7099812897, "iteration": 88559, "loss_fcos_cls": 0.24946587113663554, "loss_fcos_ctr": 0.6214199811220169, "loss_fcos_loc": 0.19854924455285072, "loss_mask": 0.2778808446601033, "loss_maskiou": 0.0055272600293392316, "loss_sem_seg": 0.2890960113145411, "lr": 0.01, "mask_rcnn/accuracy": 0.8801507582199546, "mask_rcnn/false_negative": 0.10400502736645992, "mask_rcnn/false_positive": 0.14005554400093678, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.5, "time": 0.7348061185330153, "total_loss": 1.6321868772356538} {"data_time": 0.010684666223824024, "eta_seconds": 132384.15131611098, "iteration": 88579, "loss_fcos_cls": 0.2569591300562024, "loss_fcos_ctr": 0.620271559804678, "loss_fcos_loc": 0.1960069201886654, "loss_mask": 0.26214953791350126, "loss_maskiou": 0.0053656236559618264, "loss_sem_seg": 0.3021281361579895, "lr": 0.01, "mask_rcnn/accuracy": 0.8972338591399862, "mask_rcnn/false_negative": 0.0932195539357509, "mask_rcnn/false_positive": 0.15189871042180847, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.0, "time": 0.7214006427675486, "total_loss": 1.6365548380781547} {"data_time": 0.009896155446767807, "eta_seconds": 132419.93745584227, "iteration": 88599, "loss_fcos_cls": 0.25549324427265674, "loss_fcos_ctr": 0.6200702507048845, "loss_fcos_loc": 0.19208702188916504, "loss_mask": 0.2777929366566241, "loss_maskiou": 0.0053718172493972816, "loss_sem_seg": 0.31680868566036224, "lr": 0.01, "mask_rcnn/accuracy": 0.8671390989431487, "mask_rcnn/false_negative": 0.11900197078955274, "mask_rcnn/false_positive": 0.12317378960823011, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.7258565900847316, "total_loss": 1.6663125055929413} {"data_time": 0.009628293104469776, "eta_seconds": 132603.51070553903, "iteration": 88619, "loss_fcos_cls": 0.269610314280726, "loss_fcos_ctr": 0.6215674355626106, "loss_fcos_loc": 0.19983327155932784, "loss_mask": 0.27933272160589695, "loss_maskiou": 0.005952629362582229, "loss_sem_seg": 0.30096213100478053, "lr": 0.01, "mask_rcnn/accuracy": 0.8897553226102648, "mask_rcnn/false_negative": 0.09532458320346102, "mask_rcnn/false_positive": 0.15303884615110985, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.75, "time": 0.7485580258071423, "total_loss": 1.6963183335174108} {"data_time": 0.010332802310585976, "eta_seconds": 132645.55124567356, "iteration": 88639, "loss_fcos_cls": 0.26651041163131595, "loss_fcos_ctr": 0.6206945460289717, "loss_fcos_loc": 0.19436183967627585, "loss_mask": 0.27939051017165184, "loss_maskiou": 0.0064272132876794785, "loss_sem_seg": 0.3212850885465741, "lr": 0.01, "mask_rcnn/accuracy": 0.8797550836279393, "mask_rcnn/false_negative": 0.10592421637124345, "mask_rcnn/false_positive": 0.13222695076356006, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.0, "time": 0.7575902668759227, "total_loss": 1.6908907974284375} {"data_time": 0.009266158565878868, "eta_seconds": 132662.54601804167, "iteration": 88659, "loss_fcos_cls": 0.2600689842365682, "loss_fcos_ctr": 0.6200715694576502, "loss_fcos_loc": 0.2042539957910776, "loss_mask": 0.2746277553960681, "loss_maskiou": 0.006307844494585879, "loss_sem_seg": 0.3247413029894233, "lr": 0.01, "mask_rcnn/accuracy": 0.8892089783599557, "mask_rcnn/false_negative": 0.10295843022701906, "mask_rcnn/false_positive": 0.13232352607481873, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.735944390296936, "total_loss": 1.6886544835288078} {"data_time": 0.00914771482348442, "eta_seconds": 132647.9147381857, "iteration": 88679, "loss_fcos_cls": 0.25957195390947163, "loss_fcos_ctr": 0.623413213994354, "loss_fcos_loc": 0.19944403113913722, "loss_mask": 0.267950139939785, "loss_maskiou": 0.006101884122472256, "loss_sem_seg": 0.3109746132977307, "lr": 0.01, "mask_rcnn/accuracy": 0.8918105553311984, "mask_rcnn/false_negative": 0.07918341120223044, "mask_rcnn/false_positive": 0.13187076593687835, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7259559473022819, "total_loss": 1.6562527022324502} {"data_time": 0.010306083597242832, "eta_seconds": 132633.28345832974, "iteration": 88699, "loss_fcos_cls": 0.2507154911290854, "loss_fcos_ctr": 0.6212327005341649, "loss_fcos_loc": 0.19452041084878147, "loss_mask": 0.2757746623829007, "loss_maskiou": 0.005921477117226459, "loss_sem_seg": 0.3019919730722904, "lr": 0.01, "mask_rcnn/accuracy": 0.8698280298961689, "mask_rcnn/false_negative": 0.10271986000064884, "mask_rcnn/false_positive": 0.1567931359642537, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.25, "time": 0.7308442601934075, "total_loss": 1.6407806112547405} {"data_time": 0.01043376699090004, "eta_seconds": 132643.48655614257, "iteration": 88719, "loss_fcos_cls": 0.2637595789274201, "loss_fcos_ctr": 0.6195681085810065, "loss_fcos_loc": 0.19470466807251796, "loss_mask": 0.2606961661949754, "loss_maskiou": 0.005679788628185634, "loss_sem_seg": 0.278846895089373, "lr": 0.01, "mask_rcnn/accuracy": 0.8789480207362501, "mask_rcnn/false_negative": 0.0948290315734954, "mask_rcnn/false_positive": 0.1554250941711915, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.75, "time": 0.7263074247166514, "total_loss": 1.6094338298935327} {"data_time": 0.010146054439246655, "eta_seconds": 132714.9401391223, "iteration": 88739, "loss_fcos_cls": 0.24777477292809635, "loss_fcos_ctr": 0.6183885522186756, "loss_fcos_loc": 0.19432659540325403, "loss_mask": 0.2625518413260579, "loss_maskiou": 0.006002362148137763, "loss_sem_seg": 0.2939863344654441, "lr": 0.01, "mask_rcnn/accuracy": 0.8785641559255282, "mask_rcnn/false_negative": 0.10061266345939127, "mask_rcnn/false_positive": 0.14004935735427448, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 38.25, "time": 0.7393672438338399, "total_loss": 1.6473395743887522} {"data_time": 0.009200263768434525, "eta_seconds": 132700.29662064463, "iteration": 88759, "loss_fcos_cls": 0.24964912747964263, "loss_fcos_ctr": 0.6208902699872851, "loss_fcos_loc": 0.1952566453255713, "loss_mask": 0.2649974706582725, "loss_maskiou": 0.0051918588287662715, "loss_sem_seg": 0.27908900892362, "lr": 0.01, "mask_rcnn/accuracy": 0.8708209215363164, "mask_rcnn/false_negative": 0.08616832651246144, "mask_rcnn/false_positive": 0.15928259882241935, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.75, "time": 0.7207908993586898, "total_loss": 1.63927070954378} {"data_time": 0.01055819634348154, "eta_seconds": 132547.9581860304, "iteration": 88779, "loss_fcos_cls": 0.2516724413726479, "loss_fcos_ctr": 0.6174226403236389, "loss_fcos_loc": 0.19278616004157811, "loss_mask": 0.27512118499726057, "loss_maskiou": 0.006159907894470962, "loss_sem_seg": 0.2922290959395468, "lr": 0.01, "mask_rcnn/accuracy": 0.8896182466004662, "mask_rcnn/false_negative": 0.10456013033293785, "mask_rcnn/false_positive": 0.12254067385673367, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.75, "time": 0.718149540014565, "total_loss": 1.6522108960380137} {"data_time": 0.008833064697682858, "eta_seconds": 132584.95047721267, "iteration": 88799, "loss_fcos_cls": 0.2561776707880199, "loss_fcos_ctr": 0.6228018188849092, "loss_fcos_loc": 0.19810512760886922, "loss_mask": 0.27515742741525173, "loss_maskiou": 0.005804703992907889, "loss_sem_seg": 0.2702667936682701, "lr": 0.01, "mask_rcnn/accuracy": 0.8823072741754929, "mask_rcnn/false_negative": 0.1006038523901701, "mask_rcnn/false_positive": 0.1350397799927941, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.0, "time": 0.7341595832258463, "total_loss": 1.632339222211158} {"data_time": 0.009082299657166004, "eta_seconds": 132570.3164574802, "iteration": 88819, "loss_fcos_cls": 0.24948689888697118, "loss_fcos_ctr": 0.619657407514751, "loss_fcos_loc": 0.1878449006471783, "loss_mask": 0.25461295805871487, "loss_maskiou": 0.005455449267174117, "loss_sem_seg": 0.27927870163694024, "lr": 0.01, "mask_rcnn/accuracy": 0.9010928063827572, "mask_rcnn/false_negative": 0.08580291166377892, "mask_rcnn/false_positive": 0.11077254277992862, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.718398516997695, "total_loss": 1.6384915309317876} {"data_time": 0.010119996964931488, "eta_seconds": 132504.07321965694, "iteration": 88839, "loss_fcos_cls": 0.252731962595135, "loss_fcos_ctr": 0.6209191167727113, "loss_fcos_loc": 0.20024367966107093, "loss_mask": 0.2655248660594225, "loss_maskiou": 0.005795663833850995, "loss_sem_seg": 0.28584246383979917, "lr": 0.01, "mask_rcnn/accuracy": 0.871752354788069, "mask_rcnn/false_negative": 0.0896110662708899, "mask_rcnn/false_positive": 0.15158139989755826, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7166136875748634, "total_loss": 1.6319079983513802} {"data_time": 0.010617900639772415, "eta_seconds": 132342.58688719943, "iteration": 88859, "loss_fcos_cls": 0.2647415944375098, "loss_fcos_ctr": 0.621905748732388, "loss_fcos_loc": 0.19833935878705233, "loss_mask": 0.2707247748039663, "loss_maskiou": 0.006024075533787254, "loss_sem_seg": 0.27183261374011636, "lr": 0.01, "mask_rcnn/accuracy": 0.883980096351606, "mask_rcnn/false_negative": 0.10295473846544184, "mask_rcnn/false_positive": 0.14562927884459087, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 40.0, "time": 0.7095388323068619, "total_loss": 1.6209280999501061} {"data_time": 0.008956186473369598, "eta_seconds": 132058.88064968027, "iteration": 88879, "loss_fcos_cls": 0.24357451288960874, "loss_fcos_ctr": 0.6185967004857957, "loss_fcos_loc": 0.19037167582428083, "loss_mask": 0.2639181143604219, "loss_maskiou": 0.005865201324922964, "loss_sem_seg": 0.267269482370466, "lr": 0.01, "mask_rcnn/accuracy": 0.8936780815492693, "mask_rcnn/false_negative": 0.08471834234237902, "mask_rcnn/false_positive": 0.12384957639510677, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7254933193325996, "total_loss": 1.610913391385111} {"data_time": 0.010410097427666187, "eta_seconds": 132106.00124970172, "iteration": 88899, "loss_fcos_cls": 0.26446144049987197, "loss_fcos_ctr": 0.6195516465231776, "loss_fcos_loc": 0.19564083963632584, "loss_mask": 0.2616540268063545, "loss_maskiou": 0.0054965096060186625, "loss_sem_seg": 0.27616275753825903, "lr": 0.01, "mask_rcnn/accuracy": 0.8898388852895656, "mask_rcnn/false_negative": 0.0742603008265256, "mask_rcnn/false_positive": 0.1238090240819665, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7426244961097836, "total_loss": 1.632920299343823} {"data_time": 0.009775461629033089, "eta_seconds": 132298.75056514516, "iteration": 88919, "loss_fcos_cls": 0.25371643027756363, "loss_fcos_ctr": 0.6212098747491837, "loss_fcos_loc": 0.19418900064192712, "loss_mask": 0.26559710782021284, "loss_maskiou": 0.005714034283300862, "loss_sem_seg": 0.3141691409982741, "lr": 0.01, "mask_rcnn/accuracy": 0.8778052081047473, "mask_rcnn/false_negative": 0.10052586965056409, "mask_rcnn/false_positive": 0.13835038254497614, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 34.0, "time": 0.7338290046900511, "total_loss": 1.6575614995817887} {"data_time": 0.01024580653756857, "eta_seconds": 132411.65308184642, "iteration": 88939, "loss_fcos_cls": 0.2565676859812811, "loss_fcos_ctr": 0.6216666912660003, "loss_fcos_loc": 0.2131338834296912, "loss_mask": 0.27178259706124663, "loss_maskiou": 0.005594887948973337, "loss_sem_seg": 0.29255408328026533, "lr": 0.01, "mask_rcnn/accuracy": 0.8902771410232899, "mask_rcnn/false_negative": 0.09773052274391977, "mask_rcnn/false_positive": 0.12298292021088911, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.25, "time": 0.7341947481036186, "total_loss": 1.6877198248403147} {"data_time": 0.009355750866234303, "eta_seconds": 132328.60357672255, "iteration": 88959, "loss_fcos_cls": 0.25825098785571754, "loss_fcos_ctr": 0.6202507205307484, "loss_fcos_loc": 0.20194570592138916, "loss_mask": 0.26694958470761776, "loss_maskiou": 0.005996610838337801, "loss_sem_seg": 0.3018417484126985, "lr": 0.01, "mask_rcnn/accuracy": 0.8980424097791609, "mask_rcnn/false_negative": 0.06970355964157993, "mask_rcnn/false_positive": 0.12584913093430908, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.7317433673888445, "total_loss": 1.652471073452034} {"data_time": 0.009448747150599957, "eta_seconds": 132453.2442996204, "iteration": 88979, "loss_fcos_cls": 0.25937302643433213, "loss_fcos_ctr": 0.6203938035760075, "loss_fcos_loc": 0.20335808827076107, "loss_mask": 0.2641486618667841, "loss_maskiou": 0.005129212273459416, "loss_sem_seg": 0.29718070616945624, "lr": 0.01, "mask_rcnn/accuracy": 0.8630657008400229, "mask_rcnn/false_negative": 0.10344545328054738, "mask_rcnn/false_positive": 0.17679349455746257, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.75, "time": 0.7507644249126315, "total_loss": 1.6402325567105436} {"data_time": 0.009439247660338879, "eta_seconds": 132490.13582022302, "iteration": 88999, "loss_fcos_cls": 0.24935896857641637, "loss_fcos_ctr": 0.6204097084701061, "loss_fcos_loc": 0.2039390231948346, "loss_mask": 0.2671475429087877, "loss_maskiou": 0.005342395561456215, "loss_sem_seg": 0.28875775169581175, "lr": 0.01, "mask_rcnn/accuracy": 0.8887726374333518, "mask_rcnn/false_negative": 0.10106974525619924, "mask_rcnn/false_positive": 0.11641469269012342, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.7142893802374601, "total_loss": 1.6300714497847366} {"data_time": 0.009960451163351536, "eta_seconds": 132522.1057061702, "iteration": 89019, "loss_fcos_cls": 0.24545338394818828, "loss_fcos_ctr": 0.6210167929530144, "loss_fcos_loc": 0.20151762571185827, "loss_mask": 0.2741058301180601, "loss_maskiou": 0.005819221638375893, "loss_sem_seg": 0.2819619479123503, "lr": 0.01, "mask_rcnn/accuracy": 0.8723057460689194, "mask_rcnn/false_negative": 0.10577164715658462, "mask_rcnn/false_positive": 0.14035611057522226, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7332972344011068, "total_loss": 1.6650106850865996} {"data_time": 0.010906900279223919, "eta_seconds": 132562.3847567644, "iteration": 89039, "loss_fcos_cls": 0.25680545333307236, "loss_fcos_ctr": 0.6169378203339875, "loss_fcos_loc": 0.18993019335903227, "loss_mask": 0.2531393375247717, "loss_maskiou": 0.005528447189135477, "loss_sem_seg": 0.3046167171560228, "lr": 0.01, "mask_rcnn/accuracy": 0.8964318994756155, "mask_rcnn/false_negative": 0.0889558984857792, "mask_rcnn/false_positive": 0.13190977138467727, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.0, "time": 0.7384509705007076, "total_loss": 1.5973399822687497} {"data_time": 0.010249773040413857, "eta_seconds": 132527.3658195231, "iteration": 89059, "loss_fcos_cls": 0.25459748273715377, "loss_fcos_ctr": 0.6219468805938959, "loss_fcos_loc": 0.19146993150934577, "loss_mask": 0.2670389749109745, "loss_maskiou": 0.005566841835388914, "loss_sem_seg": 0.26290079951286316, "lr": 0.01, "mask_rcnn/accuracy": 0.8918964232488822, "mask_rcnn/false_negative": 0.09860982282106419, "mask_rcnn/false_positive": 0.11317034844362048, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.5, "time": 0.7253633458167315, "total_loss": 1.6252685904255486} {"data_time": 0.009778058156371117, "eta_seconds": 132478.17111445963, "iteration": 89079, "loss_fcos_cls": 0.2538885159883648, "loss_fcos_ctr": 0.6191472224891186, "loss_fcos_loc": 0.19706807273905724, "loss_mask": 0.2725098808296025, "loss_maskiou": 0.005596717266598716, "loss_sem_seg": 0.280189776327461, "lr": 0.01, "mask_rcnn/accuracy": 0.890916477702192, "mask_rcnn/false_negative": 0.08135218612064837, "mask_rcnn/false_positive": 0.15142496961798982, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.5, "time": 0.7199261263012886, "total_loss": 1.6481537297659088} {"data_time": 0.010193318128585815, "eta_seconds": 132294.64354090113, "iteration": 89099, "loss_fcos_cls": 0.257401593553368, "loss_fcos_ctr": 0.6192041477188468, "loss_fcos_loc": 0.19591700553428382, "loss_mask": 0.2656570225954056, "loss_maskiou": 0.00553425293037435, "loss_sem_seg": 0.2829609476029873, "lr": 0.01, "mask_rcnn/accuracy": 0.8847281174060773, "mask_rcnn/false_negative": 0.07633261294615817, "mask_rcnn/false_positive": 0.14339236190621582, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.7151229344308376, "total_loss": 1.6373396926101123} {"data_time": 0.00952198263257742, "eta_seconds": 132326.02658135444, "iteration": 89119, "loss_fcos_cls": 0.2669506191741675, "loss_fcos_ctr": 0.618963616900146, "loss_fcos_loc": 0.19551111478358507, "loss_mask": 0.2913695443421602, "loss_maskiou": 0.006449574822909199, "loss_sem_seg": 0.2918401600327343, "lr": 0.01, "mask_rcnn/accuracy": 0.8708938160608692, "mask_rcnn/false_negative": 0.10732682023148658, "mask_rcnn/false_positive": 0.14234874458336844, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.75, "time": 0.7297670925036073, "total_loss": 1.6774317091185367} {"data_time": 0.009878606535494328, "eta_seconds": 132189.41042886302, "iteration": 89139, "loss_fcos_cls": 0.2618003295501694, "loss_fcos_ctr": 0.6184008661657572, "loss_fcos_loc": 0.19009048127918504, "loss_mask": 0.2666773684322834, "loss_maskiou": 0.005474361576489173, "loss_sem_seg": 0.30434281192719936, "lr": 0.01, "mask_rcnn/accuracy": 0.8917427222183092, "mask_rcnn/false_negative": 0.07933018671787531, "mask_rcnn/false_positive": 0.12537262762590878, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.75, "time": 0.720414524897933, "total_loss": 1.6615386359771946} {"data_time": 0.010367237962782383, "eta_seconds": 132096.95319507364, "iteration": 89159, "loss_fcos_cls": 0.25115587189793587, "loss_fcos_ctr": 0.6185460649430752, "loss_fcos_loc": 0.19308018404990435, "loss_mask": 0.26752507500350475, "loss_maskiou": 0.006030594904586906, "loss_sem_seg": 0.25812650192528963, "lr": 0.01, "mask_rcnn/accuracy": 0.8820574162679425, "mask_rcnn/false_negative": 0.11841433013330377, "mask_rcnn/false_positive": 0.14743303747431513, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.7276559490710497, "total_loss": 1.608895951168961} {"data_time": 0.010338347405195236, "eta_seconds": 132234.85655242857, "iteration": 89179, "loss_fcos_cls": 0.2532930066809058, "loss_fcos_ctr": 0.6186459651216865, "loss_fcos_loc": 0.1962294060504064, "loss_mask": 0.2743751546368003, "loss_maskiou": 0.006169051819597371, "loss_sem_seg": 0.2968543265014887, "lr": 0.01, "mask_rcnn/accuracy": 0.8846919449598021, "mask_rcnn/false_negative": 0.09011347797103206, "mask_rcnn/false_positive": 0.14077744707336426, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.737046368420124, "total_loss": 1.6320078623066365} {"data_time": 0.009739137254655361, "eta_seconds": 132220.2305016322, "iteration": 89199, "loss_fcos_cls": 0.2410122116561979, "loss_fcos_ctr": 0.6167808822356164, "loss_fcos_loc": 0.18674790870863944, "loss_mask": 0.2546478621661663, "loss_maskiou": 0.00531514629983576, "loss_sem_seg": 0.2735852845944464, "lr": 0.01, "mask_rcnn/accuracy": 0.8604442060915275, "mask_rcnn/false_negative": 0.11295208619308432, "mask_rcnn/false_positive": 0.14900341690749477, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 41.75, "time": 0.7422452885657549, "total_loss": 1.5924451710889116} {"data_time": 0.009671596810221672, "eta_seconds": 132130.93926684186, "iteration": 89219, "loss_fcos_cls": 0.26424139831215143, "loss_fcos_ctr": 0.621325172483921, "loss_fcos_loc": 0.20320885931141675, "loss_mask": 0.27572172321379185, "loss_maskiou": 0.005371101331547834, "loss_sem_seg": 0.31840209336951375, "lr": 0.01, "mask_rcnn/accuracy": 0.8727056000971818, "mask_rcnn/false_negative": 0.10214485915433408, "mask_rcnn/false_positive": 0.1512513676054509, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.5, "time": 0.7270185854285955, "total_loss": 1.6653061856195563} {"data_time": 0.009808465838432312, "eta_seconds": 132154.34462125786, "iteration": 89239, "loss_fcos_cls": 0.24943950562737882, "loss_fcos_ctr": 0.6183064850047231, "loss_fcos_loc": 0.19044368213508278, "loss_mask": 0.27046311646699905, "loss_maskiou": 0.005674229651049245, "loss_sem_seg": 0.25486578652635217, "lr": 0.01, "mask_rcnn/accuracy": 0.88453131252501, "mask_rcnn/false_negative": 0.07254525118974608, "mask_rcnn/false_positive": 0.1458106409719313, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.25, "time": 0.739177611656487, "total_loss": 1.614528365797014} {"data_time": 0.009564632549881935, "eta_seconds": 132183.15045085642, "iteration": 89259, "loss_fcos_cls": 0.24768298119306564, "loss_fcos_ctr": 0.6196933016180992, "loss_fcos_loc": 0.18704591080313548, "loss_mask": 0.2662461306899786, "loss_maskiou": 0.005412455153418705, "loss_sem_seg": 0.26464764191769063, "lr": 0.01, "mask_rcnn/accuracy": 0.8782924107142858, "mask_rcnn/false_negative": 0.1008632655604904, "mask_rcnn/false_positive": 0.12417243504912406, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.0, "time": 0.7490940587595105, "total_loss": 1.6128328293270897} {"data_time": 0.010790604166686535, "eta_seconds": 132208.9763425067, "iteration": 89279, "loss_fcos_cls": 0.26128194760531187, "loss_fcos_ctr": 0.6201641028746963, "loss_fcos_loc": 0.20195170235820115, "loss_mask": 0.27851458126679063, "loss_maskiou": 0.005742382767493837, "loss_sem_seg": 0.3030591541901231, "lr": 0.01, "mask_rcnn/accuracy": 0.8621662909349787, "mask_rcnn/false_negative": 0.11811149760629393, "mask_rcnn/false_positive": 0.17112093071524503, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.0, "time": 0.7270111432299018, "total_loss": 1.6827961016242625} {"data_time": 0.009880262427031994, "eta_seconds": 132110.47862871923, "iteration": 89299, "loss_fcos_cls": 0.25838038278743625, "loss_fcos_ctr": 0.624083555303514, "loss_fcos_loc": 0.20380107895471156, "loss_mask": 0.27708831056952477, "loss_maskiou": 0.006397024088073522, "loss_sem_seg": 0.27772215101867914, "lr": 0.01, "mask_rcnn/accuracy": 0.864520262957763, "mask_rcnn/false_negative": 0.10990606792008159, "mask_rcnn/false_positive": 0.15466770620646247, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.0, "time": 0.7269435124471784, "total_loss": 1.6528309500426985} {"data_time": 0.010393369011580944, "eta_seconds": 132180.31754378602, "iteration": 89319, "loss_fcos_cls": 0.26568534784018993, "loss_fcos_ctr": 0.6203702571801841, "loss_fcos_loc": 0.19702128367498517, "loss_mask": 0.25544165447354317, "loss_maskiou": 0.0053066904583829455, "loss_sem_seg": 0.30893461871892214, "lr": 0.01, "mask_rcnn/accuracy": 0.9004418455693965, "mask_rcnn/false_negative": 0.09726800115031531, "mask_rcnn/false_positive": 0.1218678022232185, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7339051477611065, "total_loss": 1.65557967893983} {"data_time": 0.00974458921700716, "eta_seconds": 132241.26069699787, "iteration": 89339, "loss_fcos_cls": 0.25899842008948326, "loss_fcos_ctr": 0.6184533499181271, "loss_fcos_loc": 0.2029310876969248, "loss_mask": 0.2763430904597044, "loss_maskiou": 0.0058827453322010115, "loss_sem_seg": 0.2598306513391435, "lr": 0.01, "mask_rcnn/accuracy": 0.867206239818366, "mask_rcnn/false_negative": 0.12152946851509554, "mask_rcnn/false_positive": 0.14585442581557484, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7467260900884867, "total_loss": 1.6197041648556478} {"data_time": 0.009844865649938583, "eta_seconds": 132156.48093519453, "iteration": 89359, "loss_fcos_cls": 0.24638323578983545, "loss_fcos_ctr": 0.6196848507970572, "loss_fcos_loc": 0.19622580939903855, "loss_mask": 0.25573988631367683, "loss_maskiou": 0.005315294369211188, "loss_sem_seg": 0.2910640905611217, "lr": 0.01, "mask_rcnn/accuracy": 0.8922242519889312, "mask_rcnn/false_negative": 0.08862448785995337, "mask_rcnn/false_positive": 0.12789440801226373, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.5, "time": 0.736934651620686, "total_loss": 1.6172903402184602} {"data_time": 0.009500881657004356, "eta_seconds": 132141.84898774792, "iteration": 89379, "loss_fcos_cls": 0.2690551510313526, "loss_fcos_ctr": 0.6202860428020358, "loss_fcos_loc": 0.19735831255093217, "loss_mask": 0.2695145937614143, "loss_maskiou": 0.005751743730797898, "loss_sem_seg": 0.2829067846760154, "lr": 0.01, "mask_rcnn/accuracy": 0.886238834033164, "mask_rcnn/false_negative": 0.09360524532745812, "mask_rcnn/false_positive": 0.1322747037026485, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.7373152393847704, "total_loss": 1.637530392035842} {"data_time": 0.009648574516177177, "eta_seconds": 132148.13378085848, "iteration": 89399, "loss_fcos_cls": 0.26684216083958745, "loss_fcos_ctr": 0.618863970041275, "loss_fcos_loc": 0.18773473426699638, "loss_mask": 0.2645905534736812, "loss_maskiou": 0.005786539186374284, "loss_sem_seg": 0.28411870496347547, "lr": 0.01, "mask_rcnn/accuracy": 0.885467076440966, "mask_rcnn/false_negative": 0.08648338489776779, "mask_rcnn/false_positive": 0.14391541314769812, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7556760730221868, "total_loss": 1.632689456713706} {"data_time": 0.010628892108798027, "eta_seconds": 132332.37625314295, "iteration": 89419, "loss_fcos_cls": 0.26851474691648036, "loss_fcos_ctr": 0.6212783800438046, "loss_fcos_loc": 0.19698030315339565, "loss_mask": 0.2682950561866164, "loss_maskiou": 0.0056127925927285105, "loss_sem_seg": 0.30808513006195426, "lr": 0.01, "mask_rcnn/accuracy": 0.9002395733099714, "mask_rcnn/false_negative": 0.10146203235511432, "mask_rcnn/false_positive": 0.13199178357200528, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7610599528998137, "total_loss": 1.6616345206020924} {"data_time": 0.010002346709370613, "eta_seconds": 132231.3532165317, "iteration": 89439, "loss_fcos_cls": 0.2472233702428639, "loss_fcos_ctr": 0.6210542465560138, "loss_fcos_loc": 0.18804787402041256, "loss_mask": 0.28138886019587517, "loss_maskiou": 0.005964514442894142, "loss_sem_seg": 0.3043518424965441, "lr": 0.01, "mask_rcnn/accuracy": 0.8819169935241364, "mask_rcnn/false_negative": 0.0857213720428868, "mask_rcnn/false_positive": 0.124103072375364, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7314001237973571, "total_loss": 1.6594270354471519} {"data_time": 0.010384442284703255, "eta_seconds": 132176.34436394926, "iteration": 89459, "loss_fcos_cls": 0.25272884173318744, "loss_fcos_ctr": 0.6220153695903718, "loss_fcos_loc": 0.19778370467247441, "loss_mask": 0.2557091196067631, "loss_maskiou": 0.005201249987294432, "loss_sem_seg": 0.2777707609347999, "lr": 0.01, "mask_rcnn/accuracy": 0.8780366093805942, "mask_rcnn/false_negative": 0.08992993277042399, "mask_rcnn/false_positive": 0.14997249620079803, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.25, "time": 0.7285217931494117, "total_loss": 1.613165001217567} {"data_time": 0.010792707093060017, "eta_seconds": 132288.40738280118, "iteration": 89479, "loss_fcos_cls": 0.24420827988069504, "loss_fcos_ctr": 0.6220822520554066, "loss_fcos_loc": 0.2069489563582465, "loss_mask": 0.26462553814053535, "loss_maskiou": 0.005993204009428155, "loss_sem_seg": 0.26860841806046665, "lr": 0.01, "mask_rcnn/accuracy": 0.8953798185941043, "mask_rcnn/false_negative": 0.07322418380648182, "mask_rcnn/false_positive": 0.1242795379667555, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7433039201423526, "total_loss": 1.6629559256361972} {"data_time": 0.009246679954230785, "eta_seconds": 132247.79085875954, "iteration": 89499, "loss_fcos_cls": 0.27095716423355043, "loss_fcos_ctr": 0.6209943620488048, "loss_fcos_loc": 0.19714163889875636, "loss_mask": 0.2686080257408321, "loss_maskiou": 0.006506607664050534, "loss_sem_seg": 0.2972636616323143, "lr": 0.01, "mask_rcnn/accuracy": 0.8918262197352058, "mask_rcnn/false_negative": 0.08619171179022772, "mask_rcnn/false_positive": 0.14295445931175593, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7085194494575262, "total_loss": 1.6317640223860508} {"data_time": 0.009947794489562511, "eta_seconds": 132172.7663220344, "iteration": 89519, "loss_fcos_cls": 0.2797016710974276, "loss_fcos_ctr": 0.6212946069426835, "loss_fcos_loc": 0.20793915493413806, "loss_mask": 0.2668759124353528, "loss_maskiou": 0.005916513327974826, "loss_sem_seg": 0.3083588583394885, "lr": 0.01, "mask_rcnn/accuracy": 0.8690773205755046, "mask_rcnn/false_negative": 0.108924998886195, "mask_rcnn/false_positive": 0.1523459393427175, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 34.5, "time": 0.7087847152724862, "total_loss": 1.6988258018391207} {"data_time": 0.00932879839092493, "eta_seconds": 132187.26769620366, "iteration": 89539, "loss_fcos_cls": 0.2431510689202696, "loss_fcos_ctr": 0.6215398805215955, "loss_fcos_loc": 0.2001130355638452, "loss_mask": 0.25543555337935686, "loss_maskiou": 0.0048738779878476635, "loss_sem_seg": 0.3130078715621494, "lr": 0.01, "mask_rcnn/accuracy": 0.8833908771703218, "mask_rcnn/false_negative": 0.10195605319490054, "mask_rcnn/false_positive": 0.13269378451269784, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7342923572286963, "total_loss": 1.6553662137921492} {"data_time": 0.010636252351105213, "eta_seconds": 132151.98000800796, "iteration": 89559, "loss_fcos_cls": 0.25344257755205035, "loss_fcos_ctr": 0.620789036154747, "loss_fcos_loc": 0.20196900493465364, "loss_mask": 0.2709114197641611, "loss_maskiou": 0.005740440476074582, "loss_sem_seg": 0.3148109782487154, "lr": 0.01, "mask_rcnn/accuracy": 0.8811671746620726, "mask_rcnn/false_negative": 0.08901500607431391, "mask_rcnn/false_positive": 0.1487343174881522, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.75, "time": 0.733917404897511, "total_loss": 1.6638241496839328} {"data_time": 0.01092868484556675, "eta_seconds": 132157.9677881468, "iteration": 89579, "loss_fcos_cls": 0.25110662053339183, "loss_fcos_ctr": 0.6213619261980057, "loss_fcos_loc": 0.1934295385144651, "loss_mask": 0.2666353452950716, "loss_maskiou": 0.006016194172843825, "loss_sem_seg": 0.2716537695378065, "lr": 0.01, "mask_rcnn/accuracy": 0.8862103121443626, "mask_rcnn/false_negative": 0.08795038957183346, "mask_rcnn/false_positive": 0.11569993808279015, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.75, "time": 0.7284050397574902, "total_loss": 1.6024958398556919} {"data_time": 0.010025106370449066, "eta_seconds": 132105.2378542414, "iteration": 89599, "loss_fcos_cls": 0.2547020267229527, "loss_fcos_ctr": 0.6174005530774593, "loss_fcos_loc": 0.19507783581502736, "loss_mask": 0.25611315947026014, "loss_maskiou": 0.005433142476249486, "loss_sem_seg": 0.27131142118014395, "lr": 0.01, "mask_rcnn/accuracy": 0.8829068579029632, "mask_rcnn/false_negative": 0.07643809332173149, "mask_rcnn/false_positive": 0.1620009103557486, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.6940630190074444, "total_loss": 1.6198818724806188} {"data_time": 0.010762141086161137, "eta_seconds": 131725.8770219162, "iteration": 89619, "loss_fcos_cls": 0.26019374455790967, "loss_fcos_ctr": 0.6194007052108645, "loss_fcos_loc": 0.1941648367792368, "loss_mask": 0.26700185891240835, "loss_maskiou": 0.005289204484142829, "loss_sem_seg": 0.29138859547674656, "lr": 0.01, "mask_rcnn/accuracy": 0.878676717339508, "mask_rcnn/false_negative": 0.10554965848101586, "mask_rcnn/false_positive": 0.14209552601609662, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.25, "time": 0.7179130427539349, "total_loss": 1.6583474140279577} {"data_time": 0.0096268430352211, "eta_seconds": 131536.02030767966, "iteration": 89639, "loss_fcos_cls": 0.25380534771829844, "loss_fcos_ctr": 0.6161538911983371, "loss_fcos_loc": 0.19062667712569237, "loss_mask": 0.2759986575692892, "loss_maskiou": 0.005984676206935546, "loss_sem_seg": 0.25989361945539713, "lr": 0.01, "mask_rcnn/accuracy": 0.8767302375495652, "mask_rcnn/false_negative": 0.13178572479004508, "mask_rcnn/false_positive": 0.14591481807090267, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.5, "time": 0.7304954985156655, "total_loss": 1.6190143672170052} {"data_time": 0.009869258850812912, "eta_seconds": 131521.43444706593, "iteration": 89659, "loss_fcos_cls": 0.2630858551710844, "loss_fcos_ctr": 0.6234021782875061, "loss_fcos_loc": 0.20562203251756728, "loss_mask": 0.27583519741892815, "loss_maskiou": 0.0055573118006577715, "loss_sem_seg": 0.2838560016825795, "lr": 0.01, "mask_rcnn/accuracy": 0.8522108432347795, "mask_rcnn/false_negative": 0.10398944966105816, "mask_rcnn/false_positive": 0.15975939200626588, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7331636436283588, "total_loss": 1.6578117952449247} {"data_time": 0.00910905096679926, "eta_seconds": 131571.02790105343, "iteration": 89679, "loss_fcos_cls": 0.25894558196887374, "loss_fcos_ctr": 0.6215560920536518, "loss_fcos_loc": 0.206064710393548, "loss_mask": 0.28205004520714283, "loss_maskiou": 0.005697685664927121, "loss_sem_seg": 0.27326854201965034, "lr": 0.01, "mask_rcnn/accuracy": 0.8677716223789287, "mask_rcnn/false_negative": 0.09470032639022935, "mask_rcnn/false_positive": 0.1819144724161748, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.7263811128214002, "total_loss": 1.675921546499012} {"data_time": 0.009859488345682621, "eta_seconds": 131645.8590219142, "iteration": 89699, "loss_fcos_cls": 0.26735676964744925, "loss_fcos_ctr": 0.6238453295081854, "loss_fcos_loc": 0.20072270004311576, "loss_mask": 0.2773877093568444, "loss_maskiou": 0.005760585747339064, "loss_sem_seg": 0.29083512420766056, "lr": 0.01, "mask_rcnn/accuracy": 0.8735494699887987, "mask_rcnn/false_negative": 0.10793382696537843, "mask_rcnn/false_positive": 0.12390765646510643, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.742236920632422, "total_loss": 1.6384711521995996} {"data_time": 0.009370401501655579, "eta_seconds": 131641.69780992623, "iteration": 89719, "loss_fcos_cls": 0.26046055485494435, "loss_fcos_ctr": 0.6230844301171601, "loss_fcos_loc": 0.20656608790159225, "loss_mask": 0.2686798805370927, "loss_maskiou": 0.005389921250753105, "loss_sem_seg": 0.2604066180065274, "lr": 0.01, "mask_rcnn/accuracy": 0.8734835600907029, "mask_rcnn/false_negative": 0.08886691861208637, "mask_rcnn/false_positive": 0.14659326473494555, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7270725192502141, "total_loss": 1.6167782541306224} {"data_time": 0.009832785464823246, "eta_seconds": 131527.24896419048, "iteration": 89739, "loss_fcos_cls": 0.2552381376735866, "loss_fcos_ctr": 0.6192494705319405, "loss_fcos_loc": 0.19487055693753064, "loss_mask": 0.2662749756127596, "loss_maskiou": 0.005480243344209157, "loss_sem_seg": 0.2739081643521786, "lr": 0.01, "mask_rcnn/accuracy": 0.8810730589228173, "mask_rcnn/false_negative": 0.09089056816006504, "mask_rcnn/false_positive": 0.13309660371052673, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 37.0, "time": 0.7347441194579005, "total_loss": 1.6348889943401446} {"data_time": 0.0096482764929533, "eta_seconds": 131512.65598523617, "iteration": 89759, "loss_fcos_cls": 0.25322324223816395, "loss_fcos_ctr": 0.6208037082105875, "loss_fcos_loc": 0.19152499176561832, "loss_mask": 0.26571277622133493, "loss_maskiou": 0.006120924692368135, "loss_sem_seg": 0.28845914732664824, "lr": 0.01, "mask_rcnn/accuracy": 0.8975647203325774, "mask_rcnn/false_negative": 0.08418134328534532, "mask_rcnn/false_positive": 0.14223193907447162, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.0, "time": 0.7243030853569508, "total_loss": 1.6189399740396766} {"data_time": 0.009995135478675365, "eta_seconds": 131655.47623372357, "iteration": 89779, "loss_fcos_cls": 0.23710335162468255, "loss_fcos_ctr": 0.6192945633083582, "loss_fcos_loc": 0.19356057973345742, "loss_mask": 0.28119179513305426, "loss_maskiou": 0.005669177247909829, "loss_sem_seg": 0.21749525610357523, "lr": 0.01, "mask_rcnn/accuracy": 0.8665427840160109, "mask_rcnn/false_negative": 0.10563662028954321, "mask_rcnn/false_positive": 0.14150416403123472, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7396879708394408, "total_loss": 1.5593623290333198} {"data_time": 0.010067597031593323, "eta_seconds": 131640.8657858586, "iteration": 89799, "loss_fcos_cls": 0.2613223942462355, "loss_fcos_ctr": 0.6210137382149696, "loss_fcos_loc": 0.20597173168789595, "loss_mask": 0.260955723002553, "loss_maskiou": 0.006110102636739612, "loss_sem_seg": 0.2856251373887062, "lr": 0.01, "mask_rcnn/accuracy": 0.8967745341012932, "mask_rcnn/false_negative": 0.0741036246680537, "mask_rcnn/false_positive": 0.0958822923739964, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7359232418239117, "total_loss": 1.6330885390088952} {"data_time": 0.009401177987456322, "eta_seconds": 131728.81640267838, "iteration": 89819, "loss_fcos_cls": 0.24641753709875047, "loss_fcos_ctr": 0.6188895870000124, "loss_fcos_loc": 0.18340581725351512, "loss_mask": 0.25779023487120867, "loss_maskiou": 0.00566354428883642, "loss_sem_seg": 0.2824623784981668, "lr": 0.01, "mask_rcnn/accuracy": 0.8865219823048267, "mask_rcnn/false_negative": 0.08615903536809143, "mask_rcnn/false_positive": 0.1290821006029947, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.7516336087137461, "total_loss": 1.60381559227244} {"data_time": 0.01035298127681017, "eta_seconds": 131802.1010561539, "iteration": 89839, "loss_fcos_cls": 0.25783590017817914, "loss_fcos_ctr": 0.6190537810325623, "loss_fcos_loc": 0.19499977864325047, "loss_mask": 0.2602558359503746, "loss_maskiou": 0.006136087293270975, "loss_sem_seg": 0.30676332162693143, "lr": 0.01, "mask_rcnn/accuracy": 0.8768340669601173, "mask_rcnn/false_negative": 0.11835060351682844, "mask_rcnn/false_positive": 0.12519024388629607, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7383375074714422, "total_loss": 1.6515594192023855} {"data_time": 0.009438341483473778, "eta_seconds": 131932.26500974037, "iteration": 89859, "loss_fcos_cls": 0.2702115810243413, "loss_fcos_ctr": 0.6217293879017234, "loss_fcos_loc": 0.2011053718160838, "loss_mask": 0.2694997964426875, "loss_maskiou": 0.006018225176376291, "loss_sem_seg": 0.2795376218855381, "lr": 0.01, "mask_rcnn/accuracy": 0.8975600369458128, "mask_rcnn/false_negative": 0.08897031963771794, "mask_rcnn/false_positive": 0.1244715758081017, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 38.0, "time": 0.7375258980318904, "total_loss": 1.6290976085874718} {"data_time": 0.010176464915275574, "eta_seconds": 131964.20625669602, "iteration": 89879, "loss_fcos_cls": 0.24551780591718853, "loss_fcos_ctr": 0.6204594038426876, "loss_fcos_loc": 0.194021480740048, "loss_mask": 0.2704175552353263, "loss_maskiou": 0.005306441496941261, "loss_sem_seg": 0.29246697830967605, "lr": 0.01, "mask_rcnn/accuracy": 0.8905799258450608, "mask_rcnn/false_negative": 0.10465491518923972, "mask_rcnn/false_positive": 0.1293795383347725, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.25, "time": 0.7337391329929233, "total_loss": 1.6404856080989703} {"data_time": 0.009865145199000835, "eta_seconds": 131885.55186937284, "iteration": 89899, "loss_fcos_cls": 0.2552502015605569, "loss_fcos_ctr": 0.6189739955589175, "loss_fcos_loc": 0.1914439550600946, "loss_mask": 0.26598667725920677, "loss_maskiou": 0.005686927812348586, "loss_sem_seg": 0.26632188190706074, "lr": 0.01, "mask_rcnn/accuracy": 0.8726616455797855, "mask_rcnn/false_negative": 0.10524430924242607, "mask_rcnn/false_positive": 0.1362967099679459, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.25, "time": 0.7187079563736916, "total_loss": 1.6293922609038418} {"data_time": 0.010304323397576809, "eta_seconds": 131761.66209104843, "iteration": 89919, "loss_fcos_cls": 0.2648511326406151, "loss_fcos_ctr": 0.6231579128652811, "loss_fcos_loc": 0.20370999752776697, "loss_mask": 0.2716028792783618, "loss_maskiou": 0.006111389244324528, "loss_sem_seg": 0.27456252556294203, "lr": 0.01, "mask_rcnn/accuracy": 0.8645985158354097, "mask_rcnn/false_negative": 0.08854543768158957, "mask_rcnn/false_positive": 0.18235863087158438, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7142034126445651, "total_loss": 1.652108647453133} {"data_time": 0.010420428588986397, "eta_seconds": 131847.43697122764, "iteration": 89939, "loss_fcos_cls": 0.25202172133140266, "loss_fcos_ctr": 0.6190347634255886, "loss_fcos_loc": 0.1970559034962207, "loss_mask": 0.2773263296112418, "loss_maskiou": 0.006039907377271447, "loss_sem_seg": 0.3360836189240217, "lr": 0.01, "mask_rcnn/accuracy": 0.8862440148509905, "mask_rcnn/false_negative": 0.09928941568368274, "mask_rcnn/false_positive": 0.13779854080551102, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 38.0, "time": 0.7489335807040334, "total_loss": 1.650806101883063} {"data_time": 0.010484760627150536, "eta_seconds": 131905.59489821736, "iteration": 89959, "loss_fcos_cls": 0.26587115367874503, "loss_fcos_ctr": 0.6179642016068101, "loss_fcos_loc": 0.1903395177796483, "loss_mask": 0.2873280728235841, "loss_maskiou": 0.006205496800248511, "loss_sem_seg": 0.31286705209640786, "lr": 0.01, "mask_rcnn/accuracy": 0.8853103741496599, "mask_rcnn/false_negative": 0.09000723302457556, "mask_rcnn/false_positive": 0.12384972948867971, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 39.0, "time": 0.7595853144302964, "total_loss": 1.6841597634265781} {"data_time": 0.009375021792948246, "eta_seconds": 131622.23484188598, "iteration": 89979, "loss_fcos_cls": 0.26075827656313777, "loss_fcos_ctr": 0.6167848017066717, "loss_fcos_loc": 0.1867614658549428, "loss_mask": 0.2538693631067872, "loss_maskiou": 0.005211112656979822, "loss_sem_seg": 0.3114150818437338, "lr": 0.01, "mask_rcnn/accuracy": 0.8850187686737225, "mask_rcnn/false_negative": 0.07919026777988963, "mask_rcnn/false_positive": 0.1659879639988538, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.6944113066419959, "total_loss": 1.6434453461770318} {"data_time": 0.010885876603424549, "eta_seconds": 131703.1276928205, "iteration": 89999, "loss_fcos_cls": 0.2622730555012822, "loss_fcos_ctr": 0.6201092470437288, "loss_fcos_loc": 0.19341723108664155, "loss_mask": 0.2602289393544197, "loss_maskiou": 0.005340393268852495, "loss_sem_seg": 0.3015589313581586, "lr": 0.01, "mask_rcnn/accuracy": 0.8922290436321049, "mask_rcnn/false_negative": 0.09303827242919974, "mask_rcnn/false_positive": 0.1250185371848821, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.25, "time": 0.7383216815069318, "total_loss": 1.6679614866297925} {"data_time": 0.010440203361213207, "eta_seconds": 131633.95377782546, "iteration": 90019, "loss_fcos_cls": 0.2638275852659717, "loss_fcos_ctr": 0.621511566452682, "loss_fcos_loc": 0.20166014367714524, "loss_mask": 0.27891575498506427, "loss_maskiou": 0.005852313872310333, "loss_sem_seg": 0.2659954715054482, "lr": 0.01, "mask_rcnn/accuracy": 0.8696414707187223, "mask_rcnn/false_negative": 0.13093807588584652, "mask_rcnn/false_positive": 0.12278075406631217, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 45.0, "time": 0.7246112572029233, "total_loss": 1.633453229253064} {"data_time": 0.009837633930146694, "eta_seconds": 131560.2305351738, "iteration": 90039, "loss_fcos_cls": 0.25115575874224305, "loss_fcos_ctr": 0.6216291971504688, "loss_fcos_loc": 0.1974676181562245, "loss_mask": 0.2616898026317358, "loss_maskiou": 0.005773337936261669, "loss_sem_seg": 0.29518010234460235, "lr": 0.01, "mask_rcnn/accuracy": 0.8757182484644344, "mask_rcnn/false_negative": 0.09939453991204043, "mask_rcnn/false_positive": 0.15027878661430788, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.710734055377543, "total_loss": 1.6555395391769707} {"data_time": 0.010304364375770092, "eta_seconds": 131545.60956390388, "iteration": 90059, "loss_fcos_cls": 0.2625624076463282, "loss_fcos_ctr": 0.6224333653226495, "loss_fcos_loc": 0.20785426639486104, "loss_mask": 0.2805294096469879, "loss_maskiou": 0.006392591312760487, "loss_sem_seg": 0.2839193004183471, "lr": 0.01, "mask_rcnn/accuracy": 0.8545934351184082, "mask_rcnn/false_negative": 0.11272287236622645, "mask_rcnn/false_positive": 0.15527681878088592, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.726070455275476, "total_loss": 1.6567894814070314} {"data_time": 0.010534183122217655, "eta_seconds": 131539.24399231095, "iteration": 90079, "loss_fcos_cls": 0.2492898334749043, "loss_fcos_ctr": 0.6182513060048223, "loss_fcos_loc": 0.1948267191182822, "loss_mask": 0.252710266970098, "loss_maskiou": 0.0054545022212550975, "loss_sem_seg": 0.26305866707116365, "lr": 0.01, "mask_rcnn/accuracy": 0.8998177842565598, "mask_rcnn/false_negative": 0.09147982810597037, "mask_rcnn/false_positive": 0.1257195536950008, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.7327364236116409, "total_loss": 1.609155498954351} {"data_time": 0.009925877675414085, "eta_seconds": 131698.97669462766, "iteration": 90099, "loss_fcos_cls": 0.25588639872148633, "loss_fcos_ctr": 0.6212601279839873, "loss_fcos_loc": 0.206993825500831, "loss_mask": 0.2745728390291333, "loss_maskiou": 0.005395415388193214, "loss_sem_seg": 0.28086201334372163, "lr": 0.01, "mask_rcnn/accuracy": 0.8674000700556419, "mask_rcnn/false_negative": 0.10016159981170039, "mask_rcnn/false_positive": 0.15732219630084843, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 42.0, "time": 0.7515430860221386, "total_loss": 1.6443855148718285} {"data_time": 0.01046594325453043, "eta_seconds": 131640.84953999892, "iteration": 90119, "loss_fcos_cls": 0.2538162674754858, "loss_fcos_ctr": 0.6177972443401814, "loss_fcos_loc": 0.19269655575044453, "loss_mask": 0.2702465048059821, "loss_maskiou": 0.005227892019320279, "loss_sem_seg": 0.29037709766998887, "lr": 0.01, "mask_rcnn/accuracy": 0.8867612419378128, "mask_rcnn/false_negative": 0.08986352276743471, "mask_rcnn/false_positive": 0.12833621356462116, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.75, "time": 0.7244658032432199, "total_loss": 1.6478129835013533} {"data_time": 0.010105372406542301, "eta_seconds": 131582.62719490286, "iteration": 90139, "loss_fcos_cls": 0.2459608120843768, "loss_fcos_ctr": 0.6172713441774249, "loss_fcos_loc": 0.18662627576850355, "loss_mask": 0.26301147835329175, "loss_maskiou": 0.006065053210477345, "loss_sem_seg": 0.2903814478777349, "lr": 0.01, "mask_rcnn/accuracy": 0.9015626446156694, "mask_rcnn/false_negative": 0.08083583038217332, "mask_rcnn/false_positive": 0.11961517076416715, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.707349905744195, "total_loss": 1.589131814573193} {"data_time": 0.01125345379114151, "eta_seconds": 131586.05889636464, "iteration": 90159, "loss_fcos_cls": 0.23612627433612943, "loss_fcos_ctr": 0.6196512975730002, "loss_fcos_loc": 0.1944654742255807, "loss_mask": 0.25608166586607695, "loss_maskiou": 0.005633296983432956, "loss_sem_seg": 0.28748620953410864, "lr": 0.01, "mask_rcnn/accuracy": 0.8811229161994468, "mask_rcnn/false_negative": 0.08500797726013906, "mask_rcnn/false_positive": 0.1303011896621484, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.7261573364958167, "total_loss": 1.62179750840005} {"data_time": 0.010595905594527721, "eta_seconds": 131482.02004315332, "iteration": 90179, "loss_fcos_cls": 0.24707779521122575, "loss_fcos_ctr": 0.6201320802792907, "loss_fcos_loc": 0.19056427292525768, "loss_mask": 0.27188726607710123, "loss_maskiou": 0.005192372162127867, "loss_sem_seg": 0.28745440766215324, "lr": 0.01, "mask_rcnn/accuracy": 0.8905502495713733, "mask_rcnn/false_negative": 0.08818682261378882, "mask_rcnn/false_positive": 0.13779047681425202, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.25, "time": 0.7268801974132657, "total_loss": 1.633029100339627} {"data_time": 0.009964721277356148, "eta_seconds": 131467.39638740197, "iteration": 90199, "loss_fcos_cls": 0.25672088423743844, "loss_fcos_ctr": 0.6196450511924922, "loss_fcos_loc": 0.20131211716216058, "loss_mask": 0.2719845538958907, "loss_maskiou": 0.00543642647244269, "loss_sem_seg": 0.24858514964580536, "lr": 0.01, "mask_rcnn/accuracy": 0.8807536843134467, "mask_rcnn/false_negative": 0.09519186606757371, "mask_rcnn/false_positive": 0.13522295631852124, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.5, "time": 0.7346079712733626, "total_loss": 1.620221624034457} {"data_time": 0.0096821878105402, "eta_seconds": 131487.6783890035, "iteration": 90219, "loss_fcos_cls": 0.26251691300421953, "loss_fcos_ctr": 0.6211035503074527, "loss_fcos_loc": 0.20050063636153936, "loss_mask": 0.27147933933883905, "loss_maskiou": 0.005830828988109715, "loss_sem_seg": 0.25854971539229155, "lr": 0.01, "mask_rcnn/accuracy": 0.8983217503793497, "mask_rcnn/false_negative": 0.08559502913953915, "mask_rcnn/false_positive": 0.14464074174935151, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.0, "time": 0.7292522536590695, "total_loss": 1.6672900169869536} {"data_time": 0.010223341174423695, "eta_seconds": 131414.02082247473, "iteration": 90239, "loss_fcos_cls": 0.2605385002680123, "loss_fcos_ctr": 0.6212911875918508, "loss_fcos_loc": 0.19662877218797803, "loss_mask": 0.2608906738460064, "loss_maskiou": 0.005008267762605101, "loss_sem_seg": 0.2583064939826727, "lr": 0.01, "mask_rcnn/accuracy": 0.87437180166772, "mask_rcnn/false_negative": 0.1018667773427823, "mask_rcnn/false_positive": 0.14685220757707734, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.75, "time": 0.7121123904362321, "total_loss": 1.6062844697516994} {"data_time": 0.009576588869094849, "eta_seconds": 131399.39985120483, "iteration": 90259, "loss_fcos_cls": 0.26774197712074965, "loss_fcos_ctr": 0.6222853283397853, "loss_fcos_loc": 0.19946179306134582, "loss_mask": 0.2703098068013787, "loss_maskiou": 0.005462016379169654, "loss_sem_seg": 0.29620151151902974, "lr": 0.01, "mask_rcnn/accuracy": 0.8957753555967841, "mask_rcnn/false_negative": 0.0826529474640354, "mask_rcnn/false_positive": 0.1272781330072953, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.25, "time": 0.7441595615819097, "total_loss": 1.683921288131387} {"data_time": 0.009833373129367828, "eta_seconds": 131395.1546560675, "iteration": 90279, "loss_fcos_cls": 0.2638470788951963, "loss_fcos_ctr": 0.6195801105350256, "loss_fcos_loc": 0.20366468699648976, "loss_mask": 0.2659330479800701, "loss_maskiou": 0.005821172337164171, "loss_sem_seg": 0.2942729378119111, "lr": 0.01, "mask_rcnn/accuracy": 0.902373167076195, "mask_rcnn/false_negative": 0.06835272504104406, "mask_rcnn/false_positive": 0.11798966878418504, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 24.75, "time": 0.7336275652050972, "total_loss": 1.6528052979883796} {"data_time": 0.010546494275331497, "eta_seconds": 131380.53253014386, "iteration": 90299, "loss_fcos_cls": 0.25643366505391896, "loss_fcos_ctr": 0.6217010421678424, "loss_fcos_loc": 0.21044482704019174, "loss_mask": 0.2650378169491887, "loss_maskiou": 0.004514437430771068, "loss_sem_seg": 0.2988740084692836, "lr": 0.01, "mask_rcnn/accuracy": 0.8932951968666254, "mask_rcnn/false_negative": 0.09426967866593133, "mask_rcnn/false_positive": 0.12437595767337686, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.0, "time": 0.7196671543642879, "total_loss": 1.6464070570946205} {"data_time": 0.010114278644323349, "eta_seconds": 131283.4330595825, "iteration": 90319, "loss_fcos_cls": 0.27931424183771014, "loss_fcos_ctr": 0.6183991376310587, "loss_fcos_loc": 0.2072600123938173, "loss_mask": 0.2801753990352154, "loss_maskiou": 0.005450903321616352, "loss_sem_seg": 0.29754243046045303, "lr": 0.01, "mask_rcnn/accuracy": 0.8801816669650316, "mask_rcnn/false_negative": 0.09866076163189894, "mask_rcnn/false_positive": 0.12466300497996591, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.25, "time": 0.7255286099389195, "total_loss": 1.661716813017847} {"data_time": 0.010324113070964813, "eta_seconds": 131200.34428096656, "iteration": 90339, "loss_fcos_cls": 0.25731683103367686, "loss_fcos_ctr": 0.6189219309017062, "loss_fcos_loc": 0.19161279418040067, "loss_mask": 0.26729399897158146, "loss_maskiou": 0.00507003118400462, "loss_sem_seg": 0.27443344984203577, "lr": 0.01, "mask_rcnn/accuracy": 0.8790145005370569, "mask_rcnn/false_negative": 0.10905748016816788, "mask_rcnn/false_positive": 0.12960699502294973, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.75, "time": 0.7326130466535687, "total_loss": 1.6292279178233002} {"data_time": 0.0089139798656106, "eta_seconds": 131159.40066842828, "iteration": 90359, "loss_fcos_cls": 0.25227826507762074, "loss_fcos_ctr": 0.6184760089963675, "loss_fcos_loc": 0.19573086022865027, "loss_mask": 0.27117064502090216, "loss_maskiou": 0.005288612053846009, "loss_sem_seg": 0.2882939949631691, "lr": 0.01, "mask_rcnn/accuracy": 0.8848823548406705, "mask_rcnn/false_negative": 0.09296028478792918, "mask_rcnn/false_positive": 0.1328622484941901, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.7266370430588722, "total_loss": 1.6299299149977742} {"data_time": 0.01051563024520874, "eta_seconds": 131048.701356831, "iteration": 90379, "loss_fcos_cls": 0.25121760182082653, "loss_fcos_ctr": 0.6222342206165195, "loss_fcos_loc": 0.19978435267694294, "loss_mask": 0.26553561817854643, "loss_maskiou": 0.00595757229893934, "loss_sem_seg": 0.29720200039446354, "lr": 0.01, "mask_rcnn/accuracy": 0.8960927960927961, "mask_rcnn/false_negative": 0.09994559872127382, "mask_rcnn/false_positive": 0.12309124951452532, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 39.0, "time": 0.7260548369958997, "total_loss": 1.6593552466656547} {"data_time": 0.010615303181111813, "eta_seconds": 130879.64811769221, "iteration": 90399, "loss_fcos_cls": 0.2640971951186657, "loss_fcos_ctr": 0.6188927767798305, "loss_fcos_loc": 0.19612556765787303, "loss_mask": 0.27133150678128004, "loss_maskiou": 0.00642460718518123, "loss_sem_seg": 0.2837514993734658, "lr": 0.01, "mask_rcnn/accuracy": 0.8793671915881738, "mask_rcnn/false_negative": 0.09032170547597215, "mask_rcnn/false_positive": 0.13039319937985644, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.75, "time": 0.7276032110676169, "total_loss": 1.6327465815411415} {"data_time": 0.009039261378347874, "eta_seconds": 130666.76385080907, "iteration": 90419, "loss_fcos_cls": 0.2584960460662842, "loss_fcos_ctr": 0.6219938606955111, "loss_fcos_loc": 0.2011422181967646, "loss_mask": 0.28143403492867947, "loss_maskiou": 0.005966401287878398, "loss_sem_seg": 0.30593019165098667, "lr": 0.01, "mask_rcnn/accuracy": 0.8686233759492169, "mask_rcnn/false_negative": 0.09941220602864938, "mask_rcnn/false_positive": 0.1730705311337951, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.5, "time": 0.713315268047154, "total_loss": 1.6846553431023494} {"data_time": 0.010539920069277287, "eta_seconds": 130597.75041067787, "iteration": 90439, "loss_fcos_cls": 0.26435222709551454, "loss_fcos_ctr": 0.6183975050225854, "loss_fcos_loc": 0.19371076149400324, "loss_mask": 0.26859825337305665, "loss_maskiou": 0.005609896445093909, "loss_sem_seg": 0.31497165467590094, "lr": 0.01, "mask_rcnn/accuracy": 0.8736642294713162, "mask_rcnn/false_negative": 0.10602472501683412, "mask_rcnn/false_positive": 0.1469768228953009, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7110606608912349, "total_loss": 1.6839101940058754} {"data_time": 0.010255063883960247, "eta_seconds": 130611.4641666105, "iteration": 90459, "loss_fcos_cls": 0.25724747008644044, "loss_fcos_ctr": 0.6187817072495818, "loss_fcos_loc": 0.1877923624124378, "loss_mask": 0.2760543776676059, "loss_maskiou": 0.006020167857059278, "loss_sem_seg": 0.2943189446814358, "lr": 0.01, "mask_rcnn/accuracy": 0.8676700680272109, "mask_rcnn/false_negative": 0.09467283652744238, "mask_rcnn/false_positive": 0.13884762562525627, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7297708718106151, "total_loss": 1.6566819146100897} {"data_time": 0.009616975672543049, "eta_seconds": 130623.10663857032, "iteration": 90479, "loss_fcos_cls": 0.273675964679569, "loss_fcos_ctr": 0.6210378604009748, "loss_fcos_loc": 0.20035301358439028, "loss_mask": 0.27895933482795954, "loss_maskiou": 0.0063017483917064965, "loss_sem_seg": 0.25946039659902453, "lr": 0.01, "mask_rcnn/accuracy": 0.8852538454352971, "mask_rcnn/false_negative": 0.08644794117301834, "mask_rcnn/false_positive": 0.1629770527986803, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7323333248496056, "total_loss": 1.634989409983973} {"data_time": 0.010677512735128403, "eta_seconds": 130700.1286102701, "iteration": 90499, "loss_fcos_cls": 0.2597084357403219, "loss_fcos_ctr": 0.6215871144086123, "loss_fcos_loc": 0.19982072070706636, "loss_mask": 0.27057713456451893, "loss_maskiou": 0.005755326455982868, "loss_sem_seg": 0.2853556270711124, "lr": 0.01, "mask_rcnn/accuracy": 0.9000684283453642, "mask_rcnn/false_negative": 0.10340637433599645, "mask_rcnn/false_positive": 0.12108932239416079, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 26.25, "time": 0.7326190937310457, "total_loss": 1.6314074895199155} {"data_time": 0.010306726209819317, "eta_seconds": 130678.7913898537, "iteration": 90519, "loss_fcos_cls": 0.25349074602127075, "loss_fcos_ctr": 0.6210561231710017, "loss_fcos_loc": 0.20194742153398693, "loss_mask": 0.2701499592512846, "loss_maskiou": 0.005688433448085561, "loss_sem_seg": 0.2854621410369873, "lr": 0.01, "mask_rcnn/accuracy": 0.8836431245885451, "mask_rcnn/false_negative": 0.08437083538106868, "mask_rcnn/false_positive": 0.14920502359125004, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.75, "time": 0.7217412674799562, "total_loss": 1.6697895577481177} {"data_time": 0.01014336571097374, "eta_seconds": 130633.51410426386, "iteration": 90539, "loss_fcos_cls": 0.2592537391465157, "loss_fcos_ctr": 0.6243794695474207, "loss_fcos_loc": 0.20753773546312004, "loss_mask": 0.2789148036390543, "loss_maskiou": 0.006474878022345365, "loss_sem_seg": 0.26222539646551013, "lr": 0.01, "mask_rcnn/accuracy": 0.8718344448449892, "mask_rcnn/false_negative": 0.12537199649044178, "mask_rcnn/false_positive": 0.14166211811341375, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.722278393805027, "total_loss": 1.6534588631420775} {"data_time": 0.010414992459118366, "eta_seconds": 130564.89702225197, "iteration": 90559, "loss_fcos_cls": 0.2644087622174993, "loss_fcos_ctr": 0.624788454733789, "loss_fcos_loc": 0.21379269333556294, "loss_mask": 0.26855716947466135, "loss_maskiou": 0.00502383728598943, "loss_sem_seg": 0.295146650634706, "lr": 0.01, "mask_rcnn/accuracy": 0.8732446550048591, "mask_rcnn/false_negative": 0.09917895708677783, "mask_rcnn/false_positive": 0.15761842292594627, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.0, "time": 0.7125383755192161, "total_loss": 1.6638828617869876} {"data_time": 0.009583543986082077, "eta_seconds": 130457.28945333324, "iteration": 90579, "loss_fcos_cls": 0.2564755177590996, "loss_fcos_ctr": 0.6165561536327004, "loss_fcos_loc": 0.19037810584995896, "loss_mask": 0.26560549531131983, "loss_maskiou": 0.005460976579342969, "loss_sem_seg": 0.2622061523143202, "lr": 0.01, "mask_rcnn/accuracy": 0.8924940572820037, "mask_rcnn/false_negative": 0.10390167453226908, "mask_rcnn/false_positive": 0.12223486462863856, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.5, "time": 0.7157712345942855, "total_loss": 1.5914666056632996} {"data_time": 0.010681682266294956, "eta_seconds": 130589.83881633915, "iteration": 90599, "loss_fcos_cls": 0.2597962589934468, "loss_fcos_ctr": 0.621131531894207, "loss_fcos_loc": 0.19843325240071863, "loss_mask": 0.26848800014704466, "loss_maskiou": 0.006127485874458216, "loss_sem_seg": 0.26964245829731226, "lr": 0.01, "mask_rcnn/accuracy": 0.877722042342578, "mask_rcnn/false_negative": 0.08571231661931139, "mask_rcnn/false_positive": 0.1515558301683624, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.5, "time": 0.7442008638754487, "total_loss": 1.648522458908701} {"data_time": 0.010537671856582165, "eta_seconds": 130637.08197656553, "iteration": 90619, "loss_fcos_cls": 0.27001455519348383, "loss_fcos_ctr": 0.6194142382591963, "loss_fcos_loc": 0.19990623951889575, "loss_mask": 0.2630999777466059, "loss_maskiou": 0.006793412381739472, "loss_sem_seg": 0.26628574123606086, "lr": 0.01, "mask_rcnn/accuracy": 0.8805457970859577, "mask_rcnn/false_negative": 0.08506246899712241, "mask_rcnn/false_positive": 0.13009963117755768, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 25.0, "time": 0.7357762353494763, "total_loss": 1.6669375367055181} {"data_time": 0.009695407934486866, "eta_seconds": 130719.92223960534, "iteration": 90639, "loss_fcos_cls": 0.252927178516984, "loss_fcos_ctr": 0.6208769213408232, "loss_fcos_loc": 0.19771632459014654, "loss_mask": 0.27554289577528834, "loss_maskiou": 0.006080139210098423, "loss_sem_seg": 0.26898922165855765, "lr": 0.01, "mask_rcnn/accuracy": 0.8741853384710527, "mask_rcnn/false_negative": 0.09119458456162903, "mask_rcnn/false_positive": 0.1338405507111967, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.25, "time": 0.7336448393762112, "total_loss": 1.645137180268648} {"data_time": 0.009681327268481255, "eta_seconds": 130603.83936509117, "iteration": 90659, "loss_fcos_cls": 0.24971781624481082, "loss_fcos_ctr": 0.621094623580575, "loss_fcos_loc": 0.19603210466448218, "loss_mask": 0.2558213919401169, "loss_maskiou": 0.00535083694558125, "loss_sem_seg": 0.28823462617583573, "lr": 0.01, "mask_rcnn/accuracy": 0.8787699860761707, "mask_rcnn/false_negative": 0.11300297526807514, "mask_rcnn/false_positive": 0.12637167127528415, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.5, "time": 0.7196552464738488, "total_loss": 1.6250583052824368} {"data_time": 0.009634940885007381, "eta_seconds": 130589.27450380847, "iteration": 90679, "loss_fcos_cls": 0.27922991500236094, "loss_fcos_ctr": 0.6206960417330265, "loss_fcos_loc": 0.20448631513863802, "loss_mask": 0.28194890171289444, "loss_maskiou": 0.006063716849894263, "loss_sem_seg": 0.2680000269319862, "lr": 0.01, "mask_rcnn/accuracy": 0.8857143203184692, "mask_rcnn/false_negative": 0.09694310333686515, "mask_rcnn/false_positive": 0.143177978848592, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7271837433800101, "total_loss": 1.6462018621168681} {"data_time": 0.009747513569891453, "eta_seconds": 130478.24087881856, "iteration": 90699, "loss_fcos_cls": 0.24838662357069552, "loss_fcos_ctr": 0.6206367174163461, "loss_fcos_loc": 0.18521174718625844, "loss_mask": 0.26808102475479245, "loss_maskiou": 0.005838544813741464, "loss_sem_seg": 0.2729106629267335, "lr": 0.01, "mask_rcnn/accuracy": 0.8910909985070803, "mask_rcnn/false_negative": 0.09290752151617335, "mask_rcnn/false_positive": 0.13882401964580776, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7225923938676715, "total_loss": 1.6482540957513265} {"data_time": 0.010007658042013645, "eta_seconds": 130486.39131385367, "iteration": 90719, "loss_fcos_cls": 0.25266556872520596, "loss_fcos_ctr": 0.6224265266209841, "loss_fcos_loc": 0.2062758281826973, "loss_mask": 0.2730046268552542, "loss_maskiou": 0.0061276740962057374, "loss_sem_seg": 0.2934564035385847, "lr": 0.01, "mask_rcnn/accuracy": 0.8856991878384006, "mask_rcnn/false_negative": 0.09043408899818689, "mask_rcnn/false_positive": 0.12271368476475933, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7350811380892992, "total_loss": 1.6316341689343972} {"data_time": 0.010244715958833694, "eta_seconds": 130304.59270203952, "iteration": 90739, "loss_fcos_cls": 0.25303182122297585, "loss_fcos_ctr": 0.6218657707795501, "loss_fcos_loc": 0.20156084396876395, "loss_mask": 0.26242692582309246, "loss_maskiou": 0.005330157931894064, "loss_sem_seg": 0.2577544394880533, "lr": 0.01, "mask_rcnn/accuracy": 0.8936311559198147, "mask_rcnn/false_negative": 0.08734994158623065, "mask_rcnn/false_positive": 0.13283814887528478, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 26.0, "time": 0.7159456396475434, "total_loss": 1.6211407577429782} {"data_time": 0.011300918646156788, "eta_seconds": 130274.28173325676, "iteration": 90759, "loss_fcos_cls": 0.26382522960193455, "loss_fcos_ctr": 0.6181857194751501, "loss_fcos_loc": 0.1890468382043764, "loss_mask": 0.26464227493852377, "loss_maskiou": 0.005648890695738373, "loss_sem_seg": 0.3064776612445712, "lr": 0.01, "mask_rcnn/accuracy": 0.8682601867277523, "mask_rcnn/false_negative": 0.11105070786001106, "mask_rcnn/false_positive": 0.15423890719382302, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7185088926926255, "total_loss": 1.6650667130779766} {"data_time": 0.009848793037235737, "eta_seconds": 130345.38785410486, "iteration": 90779, "loss_fcos_cls": 0.2591941924765706, "loss_fcos_ctr": 0.6227504694834352, "loss_fcos_loc": 0.20655656978487968, "loss_mask": 0.2757693585008383, "loss_maskiou": 0.005332943488610908, "loss_sem_seg": 0.30343071836978197, "lr": 0.01, "mask_rcnn/accuracy": 0.8802871955233706, "mask_rcnn/false_negative": 0.11137068931151511, "mask_rcnn/false_positive": 0.1342974079049184, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.75, "time": 0.747862821444869, "total_loss": 1.6807601619439083} {"data_time": 0.010553031228482723, "eta_seconds": 130330.84208236448, "iteration": 90799, "loss_fcos_cls": 0.26743495371192694, "loss_fcos_ctr": 0.6211793762631714, "loss_fcos_loc": 0.1991515503032133, "loss_mask": 0.26315949857234955, "loss_maskiou": 0.005696636799257249, "loss_sem_seg": 0.2760956999845803, "lr": 0.01, "mask_rcnn/accuracy": 0.8674091778401847, "mask_rcnn/false_negative": 0.10004340389726588, "mask_rcnn/false_positive": 0.16128264032159845, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7443966818973422, "total_loss": 1.6233881344960537} {"data_time": 0.010850449092686176, "eta_seconds": 130206.16311149765, "iteration": 90819, "loss_fcos_cls": 0.25422098208218813, "loss_fcos_ctr": 0.6197797250933945, "loss_fcos_loc": 0.1940162149257958, "loss_mask": 0.27077870536595583, "loss_maskiou": 0.00522330189414788, "loss_sem_seg": 0.2677491654176265, "lr": 0.01, "mask_rcnn/accuracy": 0.8796524757443962, "mask_rcnn/false_negative": 0.0821393381241457, "mask_rcnn/false_positive": 0.14085635984669798, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.5, "time": 0.7039382755756378, "total_loss": 1.620108964649262} {"data_time": 0.010885447263717651, "eta_seconds": 130191.62963271234, "iteration": 90839, "loss_fcos_cls": 0.2584065329283476, "loss_fcos_ctr": 0.6219551721587777, "loss_fcos_loc": 0.19888031028676778, "loss_mask": 0.27628760784864426, "loss_maskiou": 0.005547701337491162, "loss_sem_seg": 0.2939767849165946, "lr": 0.01, "mask_rcnn/accuracy": 0.8736989387100994, "mask_rcnn/false_negative": 0.08436778033226958, "mask_rcnn/false_positive": 0.16236339771666985, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.0, "time": 0.7337261587381363, "total_loss": 1.6439934952795738} {"data_time": 0.00943609420210123, "eta_seconds": 130079.60617033951, "iteration": 90859, "loss_fcos_cls": 0.2684410158544779, "loss_fcos_ctr": 0.6201948560774326, "loss_fcos_loc": 0.1995775499381125, "loss_mask": 0.2625726852566004, "loss_maskiou": 0.005408015014836565, "loss_sem_seg": 0.31202257797122, "lr": 0.01, "mask_rcnn/accuracy": 0.8944913903061225, "mask_rcnn/false_negative": 0.09434637324198875, "mask_rcnn/false_positive": 0.10700537826600262, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.25, "time": 0.7152257338166237, "total_loss": 1.7002397361939074} {"data_time": 0.009555526077747345, "eta_seconds": 130130.33232699707, "iteration": 90879, "loss_fcos_cls": 0.2666225383291021, "loss_fcos_ctr": 0.6197576802223921, "loss_fcos_loc": 0.2009531061630696, "loss_mask": 0.25676431600004435, "loss_maskiou": 0.0056691578720347025, "loss_sem_seg": 0.3085981961339712, "lr": 0.01, "mask_rcnn/accuracy": 0.8747632939026602, "mask_rcnn/false_negative": 0.11706310331181327, "mask_rcnn/false_positive": 0.14026394913592793, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.7430896433070302, "total_loss": 1.630790177579911} {"data_time": 0.009779375977814198, "eta_seconds": 130148.02919635642, "iteration": 90899, "loss_fcos_cls": 0.2683933135122061, "loss_fcos_ctr": 0.6219676490873098, "loss_fcos_loc": 0.20107821671990678, "loss_mask": 0.2758598532527685, "loss_maskiou": 0.005872451110917609, "loss_sem_seg": 0.30723623232916, "lr": 0.01, "mask_rcnn/accuracy": 0.8650662050534499, "mask_rcnn/false_negative": 0.09596765996428437, "mask_rcnn/false_positive": 0.15260986945312133, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.75, "time": 0.7265192763879895, "total_loss": 1.6706137902656337} {"data_time": 0.009558391757309437, "eta_seconds": 130208.70730820857, "iteration": 90919, "loss_fcos_cls": 0.2766474257223308, "loss_fcos_ctr": 0.6212458899244666, "loss_fcos_loc": 0.1987572003272362, "loss_mask": 0.2730351174250245, "loss_maskiou": 0.005815324388095178, "loss_sem_seg": 0.29196103662252426, "lr": 0.01, "mask_rcnn/accuracy": 0.8692594147807637, "mask_rcnn/false_negative": 0.11232549401409689, "mask_rcnn/false_positive": 0.12106678436810128, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.7416566638275981, "total_loss": 1.6301363249986025} {"data_time": 0.008745413273572922, "eta_seconds": 130118.96223878581, "iteration": 90939, "loss_fcos_cls": 0.26248467108234763, "loss_fcos_ctr": 0.6192637197673321, "loss_fcos_loc": 0.199012145109009, "loss_mask": 0.27494609355926514, "loss_maskiou": 0.0056605694553582, "loss_sem_seg": 0.303568625357002, "lr": 0.01, "mask_rcnn/accuracy": 0.8975624767007464, "mask_rcnn/false_negative": 0.1071785164294624, "mask_rcnn/false_positive": 0.12285294256975793, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.75, "time": 0.7161081898957491, "total_loss": 1.6930312009935733} {"data_time": 0.010209743864834309, "eta_seconds": 129932.70499820076, "iteration": 90959, "loss_fcos_cls": 0.26044840295799077, "loss_fcos_ctr": 0.6195619669742882, "loss_fcos_loc": 0.18944210594054312, "loss_mask": 0.26071225153282285, "loss_maskiou": 0.005467392911668867, "loss_sem_seg": 0.304069718811661, "lr": 0.01, "mask_rcnn/accuracy": 0.8987628442985586, "mask_rcnn/false_negative": 0.08441413999664145, "mask_rcnn/false_positive": 0.11006833840321376, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.6988578531891108, "total_loss": 1.6329510315554217} {"data_time": 0.00954889040440321, "eta_seconds": 130050.54587402288, "iteration": 90979, "loss_fcos_cls": 0.25694066705182195, "loss_fcos_ctr": 0.6223332728259265, "loss_fcos_loc": 0.19654611631995067, "loss_mask": 0.2766361543908715, "loss_maskiou": 0.00630776614707429, "loss_sem_seg": 0.30578872351907194, "lr": 0.01, "mask_rcnn/accuracy": 0.8659779043196226, "mask_rcnn/false_negative": 0.09698328093493228, "mask_rcnn/false_positive": 0.17419953896532125, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.75, "time": 0.7411017492413521, "total_loss": 1.6718484443990747} {"data_time": 0.009856542572379112, "eta_seconds": 130043.2338998476, "iteration": 90999, "loss_fcos_cls": 0.25983707077102736, "loss_fcos_ctr": 0.6197400102391839, "loss_fcos_loc": 0.20075202849693596, "loss_mask": 0.28161549754440784, "loss_maskiou": 0.006113363429903984, "loss_sem_seg": 0.3385999174788594, "lr": 0.01, "mask_rcnn/accuracy": 0.8698214489741511, "mask_rcnn/false_negative": 0.10271191216080541, "mask_rcnn/false_positive": 0.17147218487476207, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7425235556438565, "total_loss": 1.7023168276791694} {"data_time": 0.009251613169908524, "eta_seconds": 130041.25652934052, "iteration": 91019, "loss_fcos_cls": 0.26300964783877134, "loss_fcos_ctr": 0.6216499274596572, "loss_fcos_loc": 0.1994169233366847, "loss_mask": 0.26639558654278517, "loss_maskiou": 0.0057866405113600194, "loss_sem_seg": 0.29696896742098033, "lr": 0.01, "mask_rcnn/accuracy": 0.8805272108843537, "mask_rcnn/false_negative": 0.11804368284511474, "mask_rcnn/false_positive": 0.11671341855628893, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.25, "time": 0.729498453438282, "total_loss": 1.6639650448705652} {"data_time": 0.008568136021494865, "eta_seconds": 130046.29484485928, "iteration": 91039, "loss_fcos_cls": 0.2720820786198601, "loss_fcos_ctr": 0.6241577519103885, "loss_fcos_loc": 0.20299427513964474, "loss_mask": 0.26010751351714134, "loss_maskiou": 0.005848049906489905, "loss_sem_seg": 0.29649238660931587, "lr": 0.01, "mask_rcnn/accuracy": 0.8701769770408163, "mask_rcnn/false_negative": 0.10675435586895657, "mask_rcnn/false_positive": 0.1528015091682427, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7167626656591892, "total_loss": 1.6439813768156455} {"data_time": 0.010219467803835869, "eta_seconds": 130050.210219495, "iteration": 91059, "loss_fcos_cls": 0.26058975839987397, "loss_fcos_ctr": 0.6228554239496589, "loss_fcos_loc": 0.205368701252155, "loss_mask": 0.2752732252702117, "loss_maskiou": 0.005844877930940129, "loss_sem_seg": 0.2976988251321018, "lr": 0.01, "mask_rcnn/accuracy": 0.8807042834414872, "mask_rcnn/false_negative": 0.10386555365034157, "mask_rcnn/false_positive": 0.12824687328918252, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 23.0, "time": 0.7320684846490622, "total_loss": 1.6859582400793443} {"data_time": 0.009186964482069016, "eta_seconds": 130095.18521457817, "iteration": 91079, "loss_fcos_cls": 0.27769793500192463, "loss_fcos_ctr": 0.6258259834721684, "loss_fcos_loc": 0.21936578233726323, "loss_mask": 0.2767354906536639, "loss_maskiou": 0.006162276084069163, "loss_sem_seg": 0.31700758123770356, "lr": 0.01, "mask_rcnn/accuracy": 0.8725001270744911, "mask_rcnn/false_negative": 0.11429033448006293, "mask_rcnn/false_positive": 0.12617901639258106, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.25, "time": 0.7309991139918566, "total_loss": 1.752329719151021} {"data_time": 0.00921040028333664, "eta_seconds": 130100.1054326538, "iteration": 91099, "loss_fcos_cls": 0.2543307519517839, "loss_fcos_ctr": 0.6213211677968502, "loss_fcos_loc": 0.19484875013586134, "loss_mask": 0.2631923337467015, "loss_maskiou": 0.005549558212806005, "loss_sem_seg": 0.27678975043818355, "lr": 0.01, "mask_rcnn/accuracy": 0.904274904406207, "mask_rcnn/false_negative": 0.07605819154953172, "mask_rcnn/false_positive": 0.1431301131311296, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.752913293428719, "total_loss": 1.6259390502054885} {"data_time": 0.010220877826213837, "eta_seconds": 130101.76201672945, "iteration": 91119, "loss_fcos_cls": 0.2540760855190456, "loss_fcos_ctr": 0.6201206846162677, "loss_fcos_loc": 0.1960061943391338, "loss_mask": 0.26609860826283693, "loss_maskiou": 0.0056899394548963755, "loss_sem_seg": 0.2672026827931404, "lr": 0.01, "mask_rcnn/accuracy": 0.87910474050262, "mask_rcnn/false_negative": 0.11456729661372224, "mask_rcnn/false_positive": 0.12725062428946055, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7281110547482967, "total_loss": 1.631337227034237} {"data_time": 0.009486708790063858, "eta_seconds": 130158.05066244118, "iteration": 91139, "loss_fcos_cls": 0.24568982422351837, "loss_fcos_ctr": 0.6209392147138715, "loss_fcos_loc": 0.194150181254372, "loss_mask": 0.2662409977056086, "loss_maskiou": 0.005698622262571007, "loss_sem_seg": 0.25432879803702235, "lr": 0.01, "mask_rcnn/accuracy": 0.8766805708769995, "mask_rcnn/false_negative": 0.1167410308774444, "mask_rcnn/false_positive": 0.11513466672246496, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.0, "time": 0.7449917430058122, "total_loss": 1.5839124408739735} {"data_time": 0.009188175201416016, "eta_seconds": 130172.7720777886, "iteration": 91159, "loss_fcos_cls": 0.2657706099562347, "loss_fcos_ctr": 0.6209293967112899, "loss_fcos_loc": 0.18735439144074917, "loss_mask": 0.2818862609565258, "loss_maskiou": 0.00589364754705457, "loss_sem_seg": 0.3019160788971931, "lr": 0.01, "mask_rcnn/accuracy": 0.8932663927817778, "mask_rcnn/false_negative": 0.08082952452821508, "mask_rcnn/false_positive": 0.17072958509286917, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 23.0, "time": 0.7391553604975343, "total_loss": 1.679622616735287} {"data_time": 0.009845491498708725, "eta_seconds": 130220.86306700204, "iteration": 91179, "loss_fcos_cls": 0.26608107378706336, "loss_fcos_ctr": 0.6181783610954881, "loss_fcos_loc": 0.194285367266275, "loss_mask": 0.25877626426517963, "loss_maskiou": 0.005864000413566828, "loss_sem_seg": 0.28846475249156356, "lr": 0.01, "mask_rcnn/accuracy": 0.8819987744521771, "mask_rcnn/false_negative": 0.09690993556266664, "mask_rcnn/false_positive": 0.13204871989044442, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.25, "time": 0.7406636280938983, "total_loss": 1.6420191588404123} {"data_time": 0.010262629948556423, "eta_seconds": 130165.36106265802, "iteration": 91199, "loss_fcos_cls": 0.24774884711951017, "loss_fcos_ctr": 0.6182025261223316, "loss_fcos_loc": 0.19067838531918824, "loss_mask": 0.26182906702160835, "loss_maskiou": 0.005705979550839402, "loss_sem_seg": 0.2574601916130632, "lr": 0.01, "mask_rcnn/accuracy": 0.8776712865831691, "mask_rcnn/false_negative": 0.10554590996483226, "mask_rcnn/false_positive": 0.13804423426654022, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.7226914092898369, "total_loss": 1.6016100904089399} {"data_time": 0.01077481172978878, "eta_seconds": 130113.93338197097, "iteration": 91219, "loss_fcos_cls": 0.2570487370248884, "loss_fcos_ctr": 0.6169196907430887, "loss_fcos_loc": 0.1855596387758851, "loss_mask": 0.2571964180096984, "loss_maskiou": 0.004881122287770268, "loss_sem_seg": 0.2966731183696538, "lr": 0.01, "mask_rcnn/accuracy": 0.904109977324263, "mask_rcnn/false_negative": 0.09338950638274794, "mask_rcnn/false_positive": 0.11956305778527829, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.75, "time": 0.7262538690119982, "total_loss": 1.6129200381838018} {"data_time": 0.010007314383983612, "eta_seconds": 130166.58286218066, "iteration": 91239, "loss_fcos_cls": 0.2666492504067719, "loss_fcos_ctr": 0.6237526684999466, "loss_fcos_loc": 0.20092150452546775, "loss_mask": 0.2588204089552164, "loss_maskiou": 0.005183018525713123, "loss_sem_seg": 0.29346528672613204, "lr": 0.01, "mask_rcnn/accuracy": 0.8906907081014224, "mask_rcnn/false_negative": 0.08792579056695239, "mask_rcnn/false_positive": 0.13854758992394994, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.75, "time": 0.7403065403923392, "total_loss": 1.616611830337206} {"data_time": 0.010141059756278992, "eta_seconds": 130136.05129292142, "iteration": 91259, "loss_fcos_cls": 0.2566774105653167, "loss_fcos_ctr": 0.6181317991577089, "loss_fcos_loc": 0.19380009139422327, "loss_mask": 0.2498038038611412, "loss_maskiou": 0.006220435152499704, "loss_sem_seg": 0.2718129325658083, "lr": 0.01, "mask_rcnn/accuracy": 0.8917580041787319, "mask_rcnn/false_negative": 0.0791916150251851, "mask_rcnn/false_positive": 0.12385261577565475, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7269627060741186, "total_loss": 1.6236187247704947} {"data_time": 0.010663827881217003, "eta_seconds": 130137.45646819938, "iteration": 91279, "loss_fcos_cls": 0.26407639659009874, "loss_fcos_ctr": 0.623352961614728, "loss_fcos_loc": 0.21030099387280643, "loss_mask": 0.26429746951907873, "loss_maskiou": 0.006078242175135529, "loss_sem_seg": 0.27256517577916384, "lr": 0.01, "mask_rcnn/accuracy": 0.8966270824282834, "mask_rcnn/false_negative": 0.08801371110773719, "mask_rcnn/false_positive": 0.12280352644389478, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 35.5, "time": 0.7385912695899606, "total_loss": 1.665905095243943} {"data_time": 0.010426062159240246, "eta_seconds": 130133.47677809838, "iteration": 91299, "loss_fcos_cls": 0.2645429312251508, "loss_fcos_ctr": 0.6184975169599056, "loss_fcos_loc": 0.20065179257653654, "loss_mask": 0.264415355399251, "loss_maskiou": 0.00570537023304496, "loss_sem_seg": 0.28870813827961683, "lr": 0.01, "mask_rcnn/accuracy": 0.8820361337102409, "mask_rcnn/false_negative": 0.08804978176226427, "mask_rcnn/false_positive": 0.15641113679232665, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.25, "time": 0.7247588653117418, "total_loss": 1.6240372777974699} {"data_time": 0.009619300253689289, "eta_seconds": 130358.11428549234, "iteration": 91319, "loss_fcos_cls": 0.25234859017655253, "loss_fcos_ctr": 0.6185655891895294, "loss_fcos_loc": 0.1946241590194404, "loss_mask": 0.262572031468153, "loss_maskiou": 0.005145306455233367, "loss_sem_seg": 0.27761849155649543, "lr": 0.01, "mask_rcnn/accuracy": 0.887735406662665, "mask_rcnn/false_negative": 0.08290304051917645, "mask_rcnn/false_positive": 0.11147951535056355, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.5, "time": 0.7396099669858813, "total_loss": 1.6382689620168094} {"data_time": 0.009230331517755985, "eta_seconds": 130343.52312982548, "iteration": 91339, "loss_fcos_cls": 0.2602214301005006, "loss_fcos_ctr": 0.6182885514572263, "loss_fcos_loc": 0.1914563705213368, "loss_mask": 0.27418395318090916, "loss_maskiou": 0.006475374175352044, "loss_sem_seg": 0.2816136134788394, "lr": 0.01, "mask_rcnn/accuracy": 0.9022034169950598, "mask_rcnn/false_negative": 0.08705360639237478, "mask_rcnn/false_positive": 0.10303980290271267, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 35.0, "time": 0.7347687911242247, "total_loss": 1.6472506035788683} {"data_time": 0.010359599255025387, "eta_seconds": 130356.85857907031, "iteration": 91359, "loss_fcos_cls": 0.25996096536982805, "loss_fcos_ctr": 0.6198642952367663, "loss_fcos_loc": 0.18575445492751896, "loss_mask": 0.2642895421013236, "loss_maskiou": 0.005562641301366966, "loss_sem_seg": 0.3170496076345444, "lr": 0.01, "mask_rcnn/accuracy": 0.8953572885491705, "mask_rcnn/false_negative": 0.09689337483861088, "mask_rcnn/false_positive": 0.10632085782742937, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.25, "time": 0.7429099418222904, "total_loss": 1.6223536241959664} {"data_time": 0.010294046252965927, "eta_seconds": 130339.31434544548, "iteration": 91379, "loss_fcos_cls": 0.2755443670321256, "loss_fcos_ctr": 0.6220102556981146, "loss_fcos_loc": 0.2111597042530775, "loss_mask": 0.27025878382846713, "loss_maskiou": 0.0056126081180991605, "loss_sem_seg": 0.3107725089066662, "lr": 0.01, "mask_rcnn/accuracy": 0.8655888929348804, "mask_rcnn/false_negative": 0.0940418007842374, "mask_rcnn/false_positive": 0.16655461864584942, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.5, "time": 0.718775331042707, "total_loss": 1.658330571701299} {"data_time": 0.01023891568183899, "eta_seconds": 130327.67001461331, "iteration": 91399, "loss_fcos_cls": 0.2730168295092881, "loss_fcos_ctr": 0.6210021683946252, "loss_fcos_loc": 0.20332864520605654, "loss_mask": 0.2675430616363883, "loss_maskiou": 0.006121168858953752, "loss_sem_seg": 0.31200735084712505, "lr": 0.01, "mask_rcnn/accuracy": 0.8646775540333185, "mask_rcnn/false_negative": 0.11612063915892243, "mask_rcnn/false_positive": 0.12896609736830067, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.5, "time": 0.7385112075135112, "total_loss": 1.6881265529591474} {"data_time": 0.010302419774234295, "eta_seconds": 130313.07573238481, "iteration": 91419, "loss_fcos_cls": 0.25382229546085, "loss_fcos_ctr": 0.6176746990531683, "loss_fcos_loc": 0.19463975948747247, "loss_mask": 0.2694430770352483, "loss_maskiou": 0.005942666291957721, "loss_sem_seg": 0.29037946928292513, "lr": 0.01, "mask_rcnn/accuracy": 0.8996018862090291, "mask_rcnn/false_negative": 0.0867806951623964, "mask_rcnn/false_positive": 0.09055634920641303, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7263934053480625, "total_loss": 1.6624227658103337} {"data_time": 0.010254527442157269, "eta_seconds": 130304.26346150227, "iteration": 91439, "loss_fcos_cls": 0.2652888377197087, "loss_fcos_ctr": 0.6192957172170281, "loss_fcos_loc": 0.19796080607920885, "loss_mask": 0.26133096776902676, "loss_maskiou": 0.0053449523184099235, "loss_sem_seg": 0.2898028288036585, "lr": 0.01, "mask_rcnn/accuracy": 0.8854323858431433, "mask_rcnn/false_negative": 0.09341036730806743, "mask_rcnn/false_positive": 0.14545454155603665, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7211561724543571, "total_loss": 1.6694576747831888} {"data_time": 0.010334067977964878, "eta_seconds": 130281.99624013994, "iteration": 91459, "loss_fcos_cls": 0.25620552198961377, "loss_fcos_ctr": 0.619226957205683, "loss_fcos_loc": 0.1979618954937905, "loss_mask": 0.2694801790639758, "loss_maskiou": 0.005933995795203373, "loss_sem_seg": 0.3249579142429866, "lr": 0.01, "mask_rcnn/accuracy": 0.8706087903911565, "mask_rcnn/false_negative": 0.10656962131774701, "mask_rcnn/false_positive": 0.15701935469928396, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.75, "time": 0.7259751334786415, "total_loss": 1.6458571098592074} {"data_time": 0.009073104709386826, "eta_seconds": 130239.00701426156, "iteration": 91479, "loss_fcos_cls": 0.26895268028602004, "loss_fcos_ctr": 0.6220582164824009, "loss_fcos_loc": 0.19909055880270898, "loss_mask": 0.25439438223838806, "loss_maskiou": 0.0056656484375707805, "loss_sem_seg": 0.2871167277917266, "lr": 0.01, "mask_rcnn/accuracy": 0.8696230617753175, "mask_rcnn/false_negative": 0.10263642198113092, "mask_rcnn/false_positive": 0.14827338248819574, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.25, "time": 0.7295889966189861, "total_loss": 1.646234744337562} {"data_time": 0.009842725470662117, "eta_seconds": 130179.28840121627, "iteration": 91499, "loss_fcos_cls": 0.2629951828857884, "loss_fcos_ctr": 0.6197234708815813, "loss_fcos_loc": 0.19604193209670484, "loss_mask": 0.2543807690963149, "loss_maskiou": 0.005186010381294182, "loss_sem_seg": 0.3193710851483047, "lr": 0.01, "mask_rcnn/accuracy": 0.8936821102077903, "mask_rcnn/false_negative": 0.08372845579893534, "mask_rcnn/false_positive": 0.14346981715224433, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.75, "time": 0.7303458619862795, "total_loss": 1.6429642720650008} {"data_time": 0.010066783055663109, "eta_seconds": 130238.21402891446, "iteration": 91519, "loss_fcos_cls": 0.26045755110681057, "loss_fcos_ctr": 0.6215378800407052, "loss_fcos_loc": 0.1959515931084752, "loss_mask": 0.26764529198408127, "loss_maskiou": 0.005072040235972963, "loss_sem_seg": 0.2745058056898415, "lr": 0.01, "mask_rcnn/accuracy": 0.8824894187901149, "mask_rcnn/false_negative": 0.07295996196180497, "mask_rcnn/false_positive": 0.14973899013573877, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 40.0, "time": 0.7470734603703022, "total_loss": 1.6276785427471623} {"data_time": 0.009952225722372532, "eta_seconds": 130223.61995850597, "iteration": 91539, "loss_fcos_cls": 0.2608172236941755, "loss_fcos_ctr": 0.6231530467048287, "loss_fcos_loc": 0.2032823353074491, "loss_mask": 0.2717516776174307, "loss_maskiou": 0.005742124827520456, "loss_sem_seg": 0.3044678857550025, "lr": 0.01, "mask_rcnn/accuracy": 0.8820344555959938, "mask_rcnn/false_negative": 0.08554129677900606, "mask_rcnn/false_positive": 0.11893380693381739, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.25, "time": 0.7177998833358288, "total_loss": 1.6655733891748241} {"data_time": 0.010546142235398293, "eta_seconds": 130216.69388239272, "iteration": 91559, "loss_fcos_cls": 0.24817650788463652, "loss_fcos_ctr": 0.6209266129881144, "loss_fcos_loc": 0.19722670572809875, "loss_mask": 0.2774918507784605, "loss_maskiou": 0.00553964822756825, "loss_sem_seg": 0.2544079239014536, "lr": 0.01, "mask_rcnn/accuracy": 0.8602369519236266, "mask_rcnn/false_negative": 0.10978778413775489, "mask_rcnn/false_positive": 0.16268581279764363, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.25, "time": 0.7210652390494943, "total_loss": 1.5886529159688507} {"data_time": 0.01016953308135271, "eta_seconds": 130264.48737316299, "iteration": 91579, "loss_fcos_cls": 0.26685226091649383, "loss_fcos_ctr": 0.6195853115059435, "loss_fcos_loc": 0.2003109147772193, "loss_mask": 0.2727652806788683, "loss_maskiou": 0.005418113592895679, "loss_sem_seg": 0.25882231118157506, "lr": 0.01, "mask_rcnn/accuracy": 0.879116790947148, "mask_rcnn/false_negative": 0.08138144208444109, "mask_rcnn/false_positive": 0.15134056520232525, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.25, "time": 0.7414018083363771, "total_loss": 1.6474334273007116} {"data_time": 0.010306351818144321, "eta_seconds": 130203.03229688667, "iteration": 91599, "loss_fcos_cls": 0.258395254611969, "loss_fcos_ctr": 0.6200779592618346, "loss_fcos_loc": 0.19794009102042764, "loss_mask": 0.25753676891326904, "loss_maskiou": 0.005778557926532812, "loss_sem_seg": 0.2961723911575973, "lr": 0.01, "mask_rcnn/accuracy": 0.8908278476202125, "mask_rcnn/false_negative": 0.08599553602534662, "mask_rcnn/false_positive": 0.15145847837715876, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.7260150853544474, "total_loss": 1.5957657968974672} {"data_time": 0.010071181692183018, "eta_seconds": 130200.78325720038, "iteration": 91619, "loss_fcos_cls": 0.2743077640188858, "loss_fcos_ctr": 0.6191045036539435, "loss_fcos_loc": 0.2060057206545025, "loss_mask": 0.2724545169621706, "loss_maskiou": 0.005573508831730578, "loss_sem_seg": 0.2716793739236891, "lr": 0.01, "mask_rcnn/accuracy": 0.8915057094266279, "mask_rcnn/false_negative": 0.07602778611406352, "mask_rcnn/false_positive": 0.1277818408700781, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.75, "time": 0.7363687818869948, "total_loss": 1.6415542174981965} {"data_time": 0.011004684492945671, "eta_seconds": 130145.32805442158, "iteration": 91639, "loss_fcos_cls": 0.25590721087064594, "loss_fcos_ctr": 0.6201562122441828, "loss_fcos_loc": 0.19113019737415016, "loss_mask": 0.26966812973842025, "loss_maskiou": 0.006131333881057799, "loss_sem_seg": 0.26953407330438495, "lr": 0.01, "mask_rcnn/accuracy": 0.8845858496459809, "mask_rcnn/false_negative": 0.0945320912904546, "mask_rcnn/false_positive": 0.12560759511425487, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.0, "time": 0.7085258681327105, "total_loss": 1.6370953444429688} {"data_time": 0.01015308778733015, "eta_seconds": 130151.33891556971, "iteration": 91659, "loss_fcos_cls": 0.25711346935713664, "loss_fcos_ctr": 0.6196174612268806, "loss_fcos_loc": 0.2056500940816477, "loss_mask": 0.2695801677182317, "loss_maskiou": 0.005677440611179918, "loss_sem_seg": 0.3187781691085547, "lr": 0.01, "mask_rcnn/accuracy": 0.8791908013205282, "mask_rcnn/false_negative": 0.09399059837635981, "mask_rcnn/false_positive": 0.13477705184556493, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7339512705802917, "total_loss": 1.6595118132827338} {"data_time": 0.010318608954548836, "eta_seconds": 130144.64561416768, "iteration": 91679, "loss_fcos_cls": 0.2599942242959514, "loss_fcos_ctr": 0.620863938704133, "loss_fcos_loc": 0.20605185127351433, "loss_mask": 0.2816071640700102, "loss_maskiou": 0.0055886271729832515, "loss_sem_seg": 0.28846817603334785, "lr": 0.01, "mask_rcnn/accuracy": 0.8742100357349418, "mask_rcnn/false_negative": 0.0862691164683555, "mask_rcnn/false_positive": 0.155947514208768, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.25, "time": 0.7419297210872173, "total_loss": 1.6682304970017867} {"data_time": 0.010500221513211727, "eta_seconds": 130142.39103683736, "iteration": 91699, "loss_fcos_cls": 0.26703685661777854, "loss_fcos_ctr": 0.6172496872022748, "loss_fcos_loc": 0.19207084935624152, "loss_mask": 0.25633861729875207, "loss_maskiou": 0.005393647217715625, "loss_sem_seg": 0.2799682361073792, "lr": 0.01, "mask_rcnn/accuracy": 0.8752868690089672, "mask_rcnn/false_negative": 0.09393269076792297, "mask_rcnn/false_positive": 0.16366982439789274, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.25, "time": 0.7238162104040384, "total_loss": 1.6203978808844113} {"data_time": 0.009176296181976795, "eta_seconds": 130115.45227280818, "iteration": 91719, "loss_fcos_cls": 0.2484658817993477, "loss_fcos_ctr": 0.6193424928933382, "loss_fcos_loc": 0.19154074043035507, "loss_mask": 0.26452138740569353, "loss_maskiou": 0.005019555908802431, "loss_sem_seg": 0.27826961292885244, "lr": 0.01, "mask_rcnn/accuracy": 0.8838950053705693, "mask_rcnn/false_negative": 0.09450728572837344, "mask_rcnn/false_positive": 0.1439411452073612, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 26.75, "time": 0.7293676063418388, "total_loss": 1.6218867130737635} {"data_time": 0.009859617799520493, "eta_seconds": 130113.19492665585, "iteration": 91739, "loss_fcos_cls": 0.2620153952157125, "loss_fcos_ctr": 0.6216437658295035, "loss_fcos_loc": 0.19850055524148047, "loss_mask": 0.26535158418118954, "loss_maskiou": 0.005968421177385608, "loss_sem_seg": 0.3176853123586625, "lr": 0.01, "mask_rcnn/accuracy": 0.888974980639398, "mask_rcnn/false_negative": 0.08461633351583774, "mask_rcnn/false_positive": 0.10946436013473719, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.25, "time": 0.7114605316892266, "total_loss": 1.6891432573356724} {"data_time": 0.009813881479203701, "eta_seconds": 130157.02749675792, "iteration": 91759, "loss_fcos_cls": 0.2665199665352702, "loss_fcos_ctr": 0.620109936222434, "loss_fcos_loc": 0.19287143496330827, "loss_mask": 0.26438883412629366, "loss_maskiou": 0.005484866567712743, "loss_sem_seg": 0.2875965880230069, "lr": 0.01, "mask_rcnn/accuracy": 0.8990655868954842, "mask_rcnn/false_negative": 0.08026690102346509, "mask_rcnn/false_positive": 0.12884662105785902, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.0, "time": 0.738628838211298, "total_loss": 1.6515870439034188} {"data_time": 0.009831561706960201, "eta_seconds": 130118.46814070363, "iteration": 91779, "loss_fcos_cls": 0.26576724846381694, "loss_fcos_ctr": 0.622805283870548, "loss_fcos_loc": 0.1969482332933694, "loss_mask": 0.2686790027655661, "loss_maskiou": 0.005192695331061259, "loss_sem_seg": 0.3192651872523129, "lr": 0.01, "mask_rcnn/accuracy": 0.8776688966781132, "mask_rcnn/false_negative": 0.1065782529415501, "mask_rcnn/false_positive": 0.12907263753342427, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.737351150251925, "total_loss": 1.676097739560646} {"data_time": 0.011209603399038315, "eta_seconds": 130069.40076138359, "iteration": 91799, "loss_fcos_cls": 0.26306278607808053, "loss_fcos_ctr": 0.6212596953846514, "loss_fcos_loc": 0.19809630222152919, "loss_mask": 0.26935562305152416, "loss_maskiou": 0.005723614216549322, "loss_sem_seg": 0.2901201043277979, "lr": 0.01, "mask_rcnn/accuracy": 0.8802062491663332, "mask_rcnn/false_negative": 0.09520143225961386, "mask_rcnn/false_positive": 0.14529797265220856, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 35.0, "time": 0.7171431183815002, "total_loss": 1.6647272082045674} {"data_time": 0.010478602722287178, "eta_seconds": 130089.26429421175, "iteration": 91819, "loss_fcos_cls": 0.26661337073892355, "loss_fcos_ctr": 0.6211099997162819, "loss_fcos_loc": 0.20660792547278106, "loss_mask": 0.2752602593973279, "loss_maskiou": 0.005871413028216921, "loss_sem_seg": 0.3055689614266157, "lr": 0.01, "mask_rcnn/accuracy": 0.8767193252863363, "mask_rcnn/false_negative": 0.10250164275660795, "mask_rcnn/false_positive": 0.1243355674680133, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.5, "time": 0.7205229056999087, "total_loss": 1.709040708039538} {"data_time": 0.010032919235527515, "eta_seconds": 130071.22638858575, "iteration": 91839, "loss_fcos_cls": 0.24492731760255992, "loss_fcos_ctr": 0.6163294604048133, "loss_fcos_loc": 0.1838337242079433, "loss_mask": 0.26333282701671124, "loss_maskiou": 0.004743848447105847, "loss_sem_seg": 0.2688365064095706, "lr": 0.01, "mask_rcnn/accuracy": 0.872452963782568, "mask_rcnn/false_negative": 0.09798853507933089, "mask_rcnn/false_positive": 0.14929407498315628, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 41.0, "time": 0.7301918426528573, "total_loss": 1.5733940465725027} {"data_time": 0.010333305224776268, "eta_seconds": 130112.03786637448, "iteration": 91859, "loss_fcos_cls": 0.25604439759626985, "loss_fcos_ctr": 0.6219344846904278, "loss_fcos_loc": 0.20882682502269745, "loss_mask": 0.27773816231638193, "loss_maskiou": 0.006281021480390336, "loss_sem_seg": 0.2757218750193715, "lr": 0.01, "mask_rcnn/accuracy": 0.8808251933251934, "mask_rcnn/false_negative": 0.09991825513812504, "mask_rcnn/false_positive": 0.1574459763456033, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7376250559464097, "total_loss": 1.6642422361765057} {"data_time": 0.010186963714659214, "eta_seconds": 130065.93641611654, "iteration": 91879, "loss_fcos_cls": 0.2593135725473985, "loss_fcos_ctr": 0.6216048421338201, "loss_fcos_loc": 0.20362632878823206, "loss_mask": 0.2753441445529461, "loss_maskiou": 0.006175461589009501, "loss_sem_seg": 0.2973732938989997, "lr": 0.01, "mask_rcnn/accuracy": 0.8804743395880156, "mask_rcnn/false_negative": 0.08798629217465659, "mask_rcnn/false_positive": 0.13936119190359209, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.75, "time": 0.7183376178145409, "total_loss": 1.6467400426772656} {"data_time": 0.010173032060265541, "eta_seconds": 130158.20571570843, "iteration": 91899, "loss_fcos_cls": 0.2560307823587209, "loss_fcos_ctr": 0.6183943692594767, "loss_fcos_loc": 0.1944235311821103, "loss_mask": 0.2740100435912609, "loss_maskiou": 0.005243552055617329, "loss_sem_seg": 0.290584085509181, "lr": 0.01, "mask_rcnn/accuracy": 0.8846302482670108, "mask_rcnn/false_negative": 0.07834864206663239, "mask_rcnn/false_positive": 0.13956757016545446, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.75, "time": 0.7466578204184771, "total_loss": 1.6555588888732018} {"data_time": 0.01007638406008482, "eta_seconds": 130107.76637032256, "iteration": 91919, "loss_fcos_cls": 0.25322506041266024, "loss_fcos_ctr": 0.6237296406179667, "loss_fcos_loc": 0.20170418883208185, "loss_mask": 0.27312998194247484, "loss_maskiou": 0.006111973772931378, "loss_sem_seg": 0.2695732417050749, "lr": 0.01, "mask_rcnn/accuracy": 0.8803796563348059, "mask_rcnn/false_negative": 0.10604693312030355, "mask_rcnn/false_positive": 0.1371886344214314, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7304126368835568, "total_loss": 1.644640672559035} {"data_time": 0.009882277809083462, "eta_seconds": 130128.973267667, "iteration": 91939, "loss_fcos_cls": 0.267026778543368, "loss_fcos_ctr": 0.6197764277458191, "loss_fcos_loc": 0.1949414723785594, "loss_mask": 0.2584430566057563, "loss_maskiou": 0.005547456166823395, "loss_sem_seg": 0.31488571502268314, "lr": 0.01, "mask_rcnn/accuracy": 0.8922796365089815, "mask_rcnn/false_negative": 0.06996703781650719, "mask_rcnn/false_positive": 0.14479866283681353, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 39.0, "time": 0.7359363092109561, "total_loss": 1.68496624675754} {"data_time": 0.008751851506531239, "eta_seconds": 130201.9638314629, "iteration": 91959, "loss_fcos_cls": 0.2676274888217449, "loss_fcos_ctr": 0.6221921443939209, "loss_fcos_loc": 0.2036254983395338, "loss_mask": 0.26232728362083435, "loss_maskiou": 0.004989787354134023, "loss_sem_seg": 0.27815418457612395, "lr": 0.01, "mask_rcnn/accuracy": 0.8885343001915956, "mask_rcnn/false_negative": 0.10068662247986732, "mask_rcnn/false_positive": 0.13111772558819493, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.0, "time": 0.7301182989031076, "total_loss": 1.6118849198974203} {"data_time": 0.009405171498656273, "eta_seconds": 130255.34686542768, "iteration": 91979, "loss_fcos_cls": 0.250846344511956, "loss_fcos_ctr": 0.619958364404738, "loss_fcos_loc": 0.19234281161334366, "loss_mask": 0.2761683389544487, "loss_maskiou": 0.005678276240359992, "loss_sem_seg": 0.2875074385665357, "lr": 0.01, "mask_rcnn/accuracy": 0.8870558397777716, "mask_rcnn/false_negative": 0.09922096331065022, "mask_rcnn/false_positive": 0.13025012449715329, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 26.75, "time": 0.7378794774413109, "total_loss": 1.6360462156590074} {"data_time": 0.009517977945506573, "eta_seconds": 130155.04607589357, "iteration": 91999, "loss_fcos_cls": 0.2678321241401136, "loss_fcos_ctr": 0.6194024560973048, "loss_fcos_loc": 0.19678867049515247, "loss_mask": 0.2667896170169115, "loss_maskiou": 0.005890902699320577, "loss_sem_seg": 0.2999582807533443, "lr": 0.01, "mask_rcnn/accuracy": 0.8714633580705009, "mask_rcnn/false_negative": 0.10311532513868696, "mask_rcnn/false_positive": 0.1453275416430766, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.75, "time": 0.7300741821527481, "total_loss": 1.655636521129054} {"data_time": 0.010470353998243809, "eta_seconds": 130080.61478572246, "iteration": 92019, "loss_fcos_cls": 0.254272278631106, "loss_fcos_ctr": 0.6222440162673593, "loss_fcos_loc": 0.20492498530074954, "loss_mask": 0.27954276744276285, "loss_maskiou": 0.005882163961359765, "loss_sem_seg": 0.32447244971990585, "lr": 0.01, "mask_rcnn/accuracy": 0.8913205764360634, "mask_rcnn/false_negative": 0.10153377452901027, "mask_rcnn/false_positive": 0.14311389784356254, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7225801832973957, "total_loss": 1.680024942412274} {"data_time": 0.010545684024691582, "eta_seconds": 130020.09316563234, "iteration": 92039, "loss_fcos_cls": 0.2614460727199912, "loss_fcos_ctr": 0.6209010798484087, "loss_fcos_loc": 0.19883394450880587, "loss_mask": 0.2731860694475472, "loss_maskiou": 0.005183465560548939, "loss_sem_seg": 0.28318620892241597, "lr": 0.01, "mask_rcnn/accuracy": 0.8724633466023772, "mask_rcnn/false_negative": 0.09957424243762496, "mask_rcnn/false_positive": 0.1672192451030531, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.7136618113145232, "total_loss": 1.667459143063752} {"data_time": 0.010363605804741383, "eta_seconds": 129971.88992269244, "iteration": 92059, "loss_fcos_cls": 0.2685669899219647, "loss_fcos_ctr": 0.6194462040439248, "loss_fcos_loc": 0.18827861174941063, "loss_mask": 0.25974974781274796, "loss_maskiou": 0.005237173798377626, "loss_sem_seg": 0.30369896395131946, "lr": 0.01, "mask_rcnn/accuracy": 0.895354241913557, "mask_rcnn/false_negative": 0.09436655835905557, "mask_rcnn/false_positive": 0.12884269642526222, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.5, "time": 0.7245569368824363, "total_loss": 1.6420560798287624} {"data_time": 0.010383004322648048, "eta_seconds": 129920.49021995254, "iteration": 92079, "loss_fcos_cls": 0.2573119323933497, "loss_fcos_ctr": 0.6207709014415741, "loss_fcos_loc": 0.1901946213329211, "loss_mask": 0.25482341554015875, "loss_maskiou": 0.00514247391038225, "loss_sem_seg": 0.2933172711636871, "lr": 0.01, "mask_rcnn/accuracy": 0.8866569062073293, "mask_rcnn/false_negative": 0.0882395873103961, "mask_rcnn/false_positive": 0.1518217276199627, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7076124493032694, "total_loss": 1.607543974496366} {"data_time": 0.009846900589764118, "eta_seconds": 129927.01203174423, "iteration": 92099, "loss_fcos_cls": 0.2732279673218727, "loss_fcos_ctr": 0.6229557935148478, "loss_fcos_loc": 0.20186118641868234, "loss_mask": 0.2716956911608577, "loss_maskiou": 0.005854364353581332, "loss_sem_seg": 0.31649775663390756, "lr": 0.01, "mask_rcnn/accuracy": 0.870838377723971, "mask_rcnn/false_negative": 0.10621273374125195, "mask_rcnn/false_positive": 0.13573601052891077, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7542521078139544, "total_loss": 1.669953465279832} {"data_time": 0.01035491842776537, "eta_seconds": 129891.28164081462, "iteration": 92119, "loss_fcos_cls": 0.24245816003531218, "loss_fcos_ctr": 0.6202874723821878, "loss_fcos_loc": 0.1947309960378334, "loss_mask": 0.2797505743801594, "loss_maskiou": 0.0054347054901882075, "loss_sem_seg": 0.29714118083938956, "lr": 0.01, "mask_rcnn/accuracy": 0.8692661593499879, "mask_rcnn/false_negative": 0.10002528358703305, "mask_rcnn/false_positive": 0.16684414029132805, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7267531771212816, "total_loss": 1.6607618151392671} {"data_time": 0.009817352518439293, "eta_seconds": 129757.50766892172, "iteration": 92139, "loss_fcos_cls": 0.2596988846780732, "loss_fcos_ctr": 0.6191833349876106, "loss_fcos_loc": 0.19571507722139359, "loss_mask": 0.26348399743437767, "loss_maskiou": 0.005502269734279253, "loss_sem_seg": 0.27092388295568526, "lr": 0.01, "mask_rcnn/accuracy": 0.8786329324393234, "mask_rcnn/false_negative": 0.08137240466600584, "mask_rcnn/false_positive": 0.13411734029473638, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7126085478812456, "total_loss": 1.6247309785685502} {"data_time": 0.010434932075440884, "eta_seconds": 129767.03626076411, "iteration": 92159, "loss_fcos_cls": 0.2696980975451879, "loss_fcos_ctr": 0.6215472742915154, "loss_fcos_loc": 0.204893579473719, "loss_mask": 0.2734180698171258, "loss_maskiou": 0.005463694178615697, "loss_sem_seg": 0.2842929773032665, "lr": 0.01, "mask_rcnn/accuracy": 0.8679938642123516, "mask_rcnn/false_negative": 0.10807820468852117, "mask_rcnn/false_positive": 0.1412682274687637, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.75, "time": 0.7376665733754635, "total_loss": 1.669464504935604} {"data_time": 0.009168427437543869, "eta_seconds": 129752.4426590344, "iteration": 92179, "loss_fcos_cls": 0.2624628525227308, "loss_fcos_ctr": 0.6204156801104546, "loss_fcos_loc": 0.20049761212430894, "loss_mask": 0.2592657236382365, "loss_maskiou": 0.005565956991631538, "loss_sem_seg": 0.2991014886647463, "lr": 0.01, "mask_rcnn/accuracy": 0.9023671968787514, "mask_rcnn/false_negative": 0.088492979734339, "mask_rcnn/false_positive": 0.12701745864466354, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7606428097933531, "total_loss": 1.6528897705793497} {"data_time": 0.012138419784605503, "eta_seconds": 129737.84905730467, "iteration": 92199, "loss_fcos_cls": 0.2537296704831533, "loss_fcos_ctr": 0.6200932934880257, "loss_fcos_loc": 0.20335729443468153, "loss_mask": 0.27744704205542803, "loss_maskiou": 0.006512676700367592, "loss_sem_seg": 0.28804083820432425, "lr": 0.01, "mask_rcnn/accuracy": 0.8848614926739926, "mask_rcnn/false_negative": 0.07205320481436694, "mask_rcnn/false_positive": 0.1644027748659614, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 37.0, "time": 0.7244029650464654, "total_loss": 1.6696693615158438} {"data_time": 0.010423247702419758, "eta_seconds": 129818.26019296981, "iteration": 92219, "loss_fcos_cls": 0.25556935044005513, "loss_fcos_ctr": 0.6191422771662474, "loss_fcos_loc": 0.18315879767760634, "loss_mask": 0.27749415021389723, "loss_maskiou": 0.006314814832876436, "loss_sem_seg": 0.27132697857450694, "lr": 0.01, "mask_rcnn/accuracy": 0.8766317270467906, "mask_rcnn/false_negative": 0.10232870697034165, "mask_rcnn/false_positive": 0.13728488796618765, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.75, "time": 0.7416705619543791, "total_loss": 1.6085149745485978} {"data_time": 0.010889153927564621, "eta_seconds": 129803.65590340085, "iteration": 92239, "loss_fcos_cls": 0.27829510311130434, "loss_fcos_ctr": 0.620653910562396, "loss_fcos_loc": 0.2014497264754027, "loss_mask": 0.2755871065892279, "loss_maskiou": 0.006268503166211303, "loss_sem_seg": 0.28696424374356866, "lr": 0.01, "mask_rcnn/accuracy": 0.881867454467252, "mask_rcnn/false_negative": 0.10863539733756677, "mask_rcnn/false_positive": 0.13724779907352522, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7402723859995604, "total_loss": 1.6830404884676682} {"data_time": 0.01005262229591608, "eta_seconds": 129880.48343916424, "iteration": 92259, "loss_fcos_cls": 0.24999638530425727, "loss_fcos_ctr": 0.6202600300312042, "loss_fcos_loc": 0.1946895468281582, "loss_mask": 0.27385562285780907, "loss_maskiou": 0.005865288469067309, "loss_sem_seg": 0.26914505241438746, "lr": 0.01, "mask_rcnn/accuracy": 0.8726115775257471, "mask_rcnn/false_negative": 0.1172088775559122, "mask_rcnn/false_positive": 0.1401652804961749, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.7442541997879744, "total_loss": 1.6228650773700792} {"data_time": 0.010038520209491253, "eta_seconds": 129811.19724487793, "iteration": 92279, "loss_fcos_cls": 0.26189589500427246, "loss_fcos_ctr": 0.6192441890016198, "loss_fcos_loc": 0.19772794609889388, "loss_mask": 0.26488313684239984, "loss_maskiou": 0.005589552951278165, "loss_sem_seg": 0.3170937857357785, "lr": 0.01, "mask_rcnn/accuracy": 0.8957757958395713, "mask_rcnn/false_negative": 0.07639219596824523, "mask_rcnn/false_positive": 0.13132342458702284, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 33.25, "time": 0.7309139175340533, "total_loss": 1.659692464847467} {"data_time": 0.009975575841963291, "eta_seconds": 129819.12900810689, "iteration": 92299, "loss_fcos_cls": 0.26416261633858085, "loss_fcos_ctr": 0.6186015717685223, "loss_fcos_loc": 0.19952506199479103, "loss_mask": 0.2517651505768299, "loss_maskiou": 0.0053731549851363525, "loss_sem_seg": 0.2768884659744799, "lr": 0.01, "mask_rcnn/accuracy": 0.9115304603984451, "mask_rcnn/false_negative": 0.06582460686194538, "mask_rcnn/false_positive": 0.13255710559069492, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7328310627490282, "total_loss": 1.6002695150236832} {"data_time": 0.010738343931734562, "eta_seconds": 129720.78948788065, "iteration": 92319, "loss_fcos_cls": 0.2656730526359752, "loss_fcos_ctr": 0.6226779073476791, "loss_fcos_loc": 0.198063712567091, "loss_mask": 0.277000374160707, "loss_maskiou": 0.005590026485151611, "loss_sem_seg": 0.29798672907054424, "lr": 0.01, "mask_rcnn/accuracy": 0.8793022634400982, "mask_rcnn/false_negative": 0.10306360060037434, "mask_rcnn/false_positive": 0.1265267721215611, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 26.0, "time": 0.727717493660748, "total_loss": 1.6829913635010598} {"data_time": 0.010206933133304119, "eta_seconds": 129751.73205643427, "iteration": 92339, "loss_fcos_cls": 0.26213322626426816, "loss_fcos_ctr": 0.6194574730470777, "loss_fcos_loc": 0.19415393332019448, "loss_mask": 0.2699176073074341, "loss_maskiou": 0.0058146604569628835, "loss_sem_seg": 0.3012926233932376, "lr": 0.01, "mask_rcnn/accuracy": 0.8916318990650447, "mask_rcnn/false_negative": 0.08543499074447605, "mask_rcnn/false_positive": 0.15243506030877524, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.25, "time": 0.7459501828998327, "total_loss": 1.6484999744134257} {"data_time": 0.009133413434028625, "eta_seconds": 129716.03016598709, "iteration": 92359, "loss_fcos_cls": 0.25993821932934225, "loss_fcos_ctr": 0.6180388331413269, "loss_fcos_loc": 0.19816023926250637, "loss_mask": 0.27368395403027534, "loss_maskiou": 0.005848404180142097, "loss_sem_seg": 0.2874199226498604, "lr": 0.01, "mask_rcnn/accuracy": 0.8703231292517006, "mask_rcnn/false_negative": 0.10091531204711669, "mask_rcnn/false_positive": 0.16418735936752568, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.5, "time": 0.7330339392647147, "total_loss": 1.6465403808251722} {"data_time": 0.009919210337102413, "eta_seconds": 129722.51872721594, "iteration": 92379, "loss_fcos_cls": 0.26064096158370376, "loss_fcos_ctr": 0.6230597263202071, "loss_fcos_loc": 0.2046063099987805, "loss_mask": 0.25666776672005653, "loss_maskiou": 0.0059616441576508805, "loss_sem_seg": 0.2806317762006074, "lr": 0.01, "mask_rcnn/accuracy": 0.9052540253114233, "mask_rcnn/false_negative": 0.09696971520015402, "mask_rcnn/false_positive": 0.09964293683805683, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.75, "time": 0.7174880988895893, "total_loss": 1.6600160162342945} {"data_time": 0.009448128752410412, "eta_seconds": 129662.38333776314, "iteration": 92399, "loss_fcos_cls": 0.25033262046054006, "loss_fcos_ctr": 0.6188354543410242, "loss_fcos_loc": 0.1984999206615612, "loss_mask": 0.2686146320775151, "loss_maskiou": 0.00538789585698396, "loss_sem_seg": 0.29146149195730686, "lr": 0.01, "mask_rcnn/accuracy": 0.8798924083522297, "mask_rcnn/false_negative": 0.0904209967095847, "mask_rcnn/false_positive": 0.11796109947757295, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.25, "time": 0.7202654145658016, "total_loss": 1.6262440191931091} {"data_time": 0.010099622420966625, "eta_seconds": 129656.12201018818, "iteration": 92419, "loss_fcos_cls": 0.259992724750191, "loss_fcos_ctr": 0.6219694367609918, "loss_fcos_loc": 0.2068591577699408, "loss_mask": 0.2758077559992671, "loss_maskiou": 0.005472451888635987, "loss_sem_seg": 0.2884864055085927, "lr": 0.01, "mask_rcnn/accuracy": 0.8865692312935047, "mask_rcnn/false_negative": 0.09236617693186466, "mask_rcnn/false_positive": 0.13767932426520302, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 26.75, "time": 0.7265692371875048, "total_loss": 1.6777954403878539} {"data_time": 0.009896057657897472, "eta_seconds": 129641.51953334548, "iteration": 92439, "loss_fcos_cls": 0.2598778463434428, "loss_fcos_ctr": 0.6196341598406434, "loss_fcos_loc": 0.19516662938985974, "loss_mask": 0.26672682631760836, "loss_maskiou": 0.005325734113284852, "loss_sem_seg": 0.27735364250838757, "lr": 0.01, "mask_rcnn/accuracy": 0.8819886363636364, "mask_rcnn/false_negative": 0.11852414853287963, "mask_rcnn/false_positive": 0.13156367686801435, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 36.25, "time": 0.7191186109557748, "total_loss": 1.63128222177329} {"data_time": 0.009228251874446869, "eta_seconds": 129632.11675321031, "iteration": 92459, "loss_fcos_cls": 0.2574086074018851, "loss_fcos_ctr": 0.621359477750957, "loss_fcos_loc": 0.19219193561002612, "loss_mask": 0.27308882400393486, "loss_maskiou": 0.005878894175111782, "loss_sem_seg": 0.2815079912543297, "lr": 0.01, "mask_rcnn/accuracy": 0.9068521341463414, "mask_rcnn/false_negative": 0.08663766015367227, "mask_rcnn/false_positive": 0.10414730403241929, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.734560014680028, "total_loss": 1.6568629179382697} {"data_time": 0.00969481747597456, "eta_seconds": 129719.72308360972, "iteration": 92479, "loss_fcos_cls": 0.25075362250208855, "loss_fcos_ctr": 0.6194116640836, "loss_fcos_loc": 0.19790541485417634, "loss_mask": 0.27823264244943857, "loss_maskiou": 0.006259522095206194, "loss_sem_seg": 0.31924445927143097, "lr": 0.01, "mask_rcnn/accuracy": 0.8936679392036535, "mask_rcnn/false_negative": 0.09239267964905784, "mask_rcnn/false_positive": 0.13467202954254598, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.75, "time": 0.7617970919236541, "total_loss": 1.6710097425675485} {"data_time": 0.010731619782745838, "eta_seconds": 129691.95159345958, "iteration": 92499, "loss_fcos_cls": 0.2660080308560282, "loss_fcos_ctr": 0.6231401385739446, "loss_fcos_loc": 0.2067566046025604, "loss_mask": 0.2622789712622762, "loss_maskiou": 0.005847942006766971, "loss_sem_seg": 0.2937792696757242, "lr": 0.01, "mask_rcnn/accuracy": 0.8741972245519212, "mask_rcnn/false_negative": 0.10844219624632326, "mask_rcnn/false_positive": 0.14647529393107056, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.5, "time": 0.7291518021374941, "total_loss": 1.6704019195894944} {"data_time": 0.009716811589896679, "eta_seconds": 129620.27207495179, "iteration": 92519, "loss_fcos_cls": 0.26322554610669613, "loss_fcos_ctr": 0.6201738649979234, "loss_fcos_loc": 0.204229217779357, "loss_mask": 0.2757787834852934, "loss_maskiou": 0.0055893774988362566, "loss_sem_seg": 0.2898261521477252, "lr": 0.01, "mask_rcnn/accuracy": 0.8731067414900323, "mask_rcnn/false_negative": 0.11439824101339974, "mask_rcnn/false_positive": 0.16452395014131851, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.5, "time": 0.7104195989668369, "total_loss": 1.673042946815258} {"data_time": 0.011063632555305958, "eta_seconds": 129605.66541034263, "iteration": 92539, "loss_fcos_cls": 0.26169543561991304, "loss_fcos_ctr": 0.6231302102096379, "loss_fcos_loc": 0.19648816040717065, "loss_mask": 0.26567939575761557, "loss_maskiou": 0.005223296728217974, "loss_sem_seg": 0.2748142590280622, "lr": 0.01, "mask_rcnn/accuracy": 0.871588332302618, "mask_rcnn/false_negative": 0.1156447978778023, "mask_rcnn/false_positive": 0.12736811300191708, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.5, "time": 0.7281050849705935, "total_loss": 1.6148223488708027} {"data_time": 0.010328765958547592, "eta_seconds": 129661.26477249898, "iteration": 92559, "loss_fcos_cls": 0.25373069383203983, "loss_fcos_ctr": 0.6220101900398731, "loss_fcos_loc": 0.2025340038817376, "loss_mask": 0.2693028524518013, "loss_maskiou": 0.005863302867510356, "loss_sem_seg": 0.28707513213157654, "lr": 0.01, "mask_rcnn/accuracy": 0.8689393167981478, "mask_rcnn/false_negative": 0.10124243097131241, "mask_rcnn/false_positive": 0.13315831752669616, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7397810323163867, "total_loss": 1.6340588940292946} {"data_time": 0.010257094167172909, "eta_seconds": 129544.49837767798, "iteration": 92579, "loss_fcos_cls": 0.2503349867183715, "loss_fcos_ctr": 0.6215804629027843, "loss_fcos_loc": 0.20273080305196345, "loss_mask": 0.2698746705427766, "loss_maskiou": 0.006439489763579331, "loss_sem_seg": 0.26495844731107354, "lr": 0.01, "mask_rcnn/accuracy": 0.8889239260519022, "mask_rcnn/false_negative": 0.0916275761929628, "mask_rcnn/false_positive": 0.11901174024687787, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 33.5, "time": 0.7197989374399185, "total_loss": 1.6137907996453578} {"data_time": 0.010215425863862038, "eta_seconds": 129618.8861168744, "iteration": 92599, "loss_fcos_cls": 0.25832817889750004, "loss_fcos_ctr": 0.6195194972679019, "loss_fcos_loc": 0.19210855872370303, "loss_mask": 0.27095876447856426, "loss_maskiou": 0.004994268914742861, "loss_sem_seg": 0.2918295990675688, "lr": 0.01, "mask_rcnn/accuracy": 0.8778726641464005, "mask_rcnn/false_negative": 0.1113661615862993, "mask_rcnn/false_positive": 0.12973764908039354, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.0, "time": 0.7436088640242815, "total_loss": 1.6490433299986762} {"data_time": 0.009827686473727226, "eta_seconds": 129604.27302155737, "iteration": 92619, "loss_fcos_cls": 0.2449782295152545, "loss_fcos_ctr": 0.6185861909762025, "loss_fcos_loc": 0.19124419591389596, "loss_mask": 0.2655506036244333, "loss_maskiou": 0.005903498815314379, "loss_sem_seg": 0.274644183460623, "lr": 0.01, "mask_rcnn/accuracy": 0.8891285087747923, "mask_rcnn/false_negative": 0.09296451019070141, "mask_rcnn/false_positive": 0.1495707258952929, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.5, "time": 0.736899827606976, "total_loss": 1.6117632277673692} {"data_time": 0.010457482188940048, "eta_seconds": 129589.65992624033, "iteration": 92639, "loss_fcos_cls": 0.2641671022865921, "loss_fcos_ctr": 0.6221550023183227, "loss_fcos_loc": 0.20197211136110127, "loss_mask": 0.27706636395305395, "loss_maskiou": 0.0065995673794532195, "loss_sem_seg": 0.2709746304899454, "lr": 0.01, "mask_rcnn/accuracy": 0.878626309500653, "mask_rcnn/false_negative": 0.11811451306071634, "mask_rcnn/false_positive": 0.122234566430995, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.0, "time": 0.7184680998325348, "total_loss": 1.6430972490197746} {"data_time": 0.009794717654585838, "eta_seconds": 129552.55230604112, "iteration": 92659, "loss_fcos_cls": 0.2692365141119808, "loss_fcos_ctr": 0.6197205204516649, "loss_fcos_loc": 0.2023194698849693, "loss_mask": 0.2614204715937376, "loss_maskiou": 0.0058448889321880415, "loss_sem_seg": 0.2965278716292232, "lr": 0.01, "mask_rcnn/accuracy": 0.8792255156687797, "mask_rcnn/false_negative": 0.10239750305088949, "mask_rcnn/false_positive": 0.13116750639245256, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7297322237864137, "total_loss": 1.675395902884702} {"data_time": 0.01004312839359045, "eta_seconds": 129503.41875807848, "iteration": 92679, "loss_fcos_cls": 0.2731354433344677, "loss_fcos_ctr": 0.6202370785176754, "loss_fcos_loc": 0.19493360863998532, "loss_mask": 0.26898420602083206, "loss_maskiou": 0.00584462718325085, "loss_sem_seg": 0.30145007045939565, "lr": 0.01, "mask_rcnn/accuracy": 0.8816712320721067, "mask_rcnn/false_negative": 0.10079414892043012, "mask_rcnn/false_positive": 0.15999316201796449, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 25.5, "time": 0.7292704107239842, "total_loss": 1.6572364120947896} {"data_time": 0.009213694371283054, "eta_seconds": 129558.66451334581, "iteration": 92699, "loss_fcos_cls": 0.257846794789657, "loss_fcos_ctr": 0.6240096017718315, "loss_fcos_loc": 0.20803478243760765, "loss_mask": 0.26882490515708923, "loss_maskiou": 0.006348662078380585, "loss_sem_seg": 0.29411276266910136, "lr": 0.01, "mask_rcnn/accuracy": 0.8717108677886739, "mask_rcnn/false_negative": 0.11684465981040673, "mask_rcnn/false_positive": 0.15870456903120056, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.0, "time": 0.7325790030881763, "total_loss": 1.6658340078056426} {"data_time": 0.011248603463172913, "eta_seconds": 129544.0499692075, "iteration": 92719, "loss_fcos_cls": 0.26161270262673497, "loss_fcos_ctr": 0.620450739748776, "loss_fcos_loc": 0.20308419014327228, "loss_mask": 0.25992201920598745, "loss_maskiou": 0.005418340311734937, "loss_sem_seg": 0.2909338113386184, "lr": 0.01, "mask_rcnn/accuracy": 0.888297957896904, "mask_rcnn/false_negative": 0.090809620068898, "mask_rcnn/false_positive": 0.12936271987250525, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7308918181806803, "total_loss": 1.6497678116575116} {"data_time": 0.01018931157886982, "eta_seconds": 129599.47382241022, "iteration": 92739, "loss_fcos_cls": 0.266415361315012, "loss_fcos_ctr": 0.6203106930479407, "loss_fcos_loc": 0.20207646040944383, "loss_mask": 0.27724746335297823, "loss_maskiou": 0.0058871366491075605, "loss_sem_seg": 0.26564401434734464, "lr": 0.01, "mask_rcnn/accuracy": 0.881577684129679, "mask_rcnn/false_negative": 0.09161032680891143, "mask_rcnn/false_positive": 0.14420497463336823, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.25, "time": 0.7334807347506285, "total_loss": 1.6386075707850978} {"data_time": 0.010061691515147686, "eta_seconds": 129514.82088093087, "iteration": 92759, "loss_fcos_cls": 0.25668073853012174, "loss_fcos_ctr": 0.6189288515597582, "loss_fcos_loc": 0.1993746345397085, "loss_mask": 0.27192812971770763, "loss_maskiou": 0.00567248168590595, "loss_sem_seg": 0.3015139198396355, "lr": 0.01, "mask_rcnn/accuracy": 0.8633186890646947, "mask_rcnn/false_negative": 0.08561201230873147, "mask_rcnn/false_positive": 0.16879116140261916, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7246208796277642, "total_loss": 1.684816166991368} {"data_time": 0.009602152742445469, "eta_seconds": 129409.34008503892, "iteration": 92779, "loss_fcos_cls": 0.2558454265818, "loss_fcos_ctr": 0.6204895712435246, "loss_fcos_loc": 0.1945855647791177, "loss_mask": 0.2755441600456834, "loss_maskiou": 0.006694856361718848, "loss_sem_seg": 0.25184274511411786, "lr": 0.01, "mask_rcnn/accuracy": 0.881171838442049, "mask_rcnn/false_negative": 0.10625296648567409, "mask_rcnn/false_positive": 0.12624857788841687, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.5, "time": 0.7183344922959805, "total_loss": 1.6149911678221542} {"data_time": 0.010246462188661098, "eta_seconds": 129436.09544266295, "iteration": 92799, "loss_fcos_cls": 0.2681876125279814, "loss_fcos_ctr": 0.6228813948109746, "loss_fcos_loc": 0.2052688137628138, "loss_mask": 0.27544163819402456, "loss_maskiou": 0.005795807170215994, "loss_sem_seg": 0.3230148870497942, "lr": 0.01, "mask_rcnn/accuracy": 0.8762007010684708, "mask_rcnn/false_negative": 0.09669070881918394, "mask_rcnn/false_positive": 0.13689005601658216, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.0, "time": 0.7335092583671212, "total_loss": 1.7260378333739936} {"data_time": 0.009224111214280128, "eta_seconds": 129380.131505901, "iteration": 92819, "loss_fcos_cls": 0.2581339809112251, "loss_fcos_ctr": 0.619744093157351, "loss_fcos_loc": 0.19751331163570285, "loss_mask": 0.26749095832929015, "loss_maskiou": 0.005766468922956847, "loss_sem_seg": 0.30463486397638917, "lr": 0.01, "mask_rcnn/accuracy": 0.9082007532547819, "mask_rcnn/false_negative": 0.07147398412851803, "mask_rcnn/false_positive": 0.12419853110940496, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.0, "time": 0.7148746633902192, "total_loss": 1.6401819641614566} {"data_time": 0.012283427640795708, "eta_seconds": 129456.36270437762, "iteration": 92839, "loss_fcos_cls": 0.25956859649159014, "loss_fcos_ctr": 0.620382814668119, "loss_fcos_loc": 0.19846608757507056, "loss_mask": 0.27097211219370365, "loss_maskiou": 0.0056652933126315475, "loss_sem_seg": 0.28518968634307384, "lr": 0.01, "mask_rcnn/accuracy": 0.8773733600583091, "mask_rcnn/false_negative": 0.10305426572976246, "mask_rcnn/false_positive": 0.14519239895125335, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.75, "time": 0.7387379528954625, "total_loss": 1.6409292869675483} {"data_time": 0.00941666029393673, "eta_seconds": 129338.87724704202, "iteration": 92859, "loss_fcos_cls": 0.24918633024208248, "loss_fcos_ctr": 0.6213472671806812, "loss_fcos_loc": 0.19962180533912033, "loss_mask": 0.27370601147413254, "loss_maskiou": 0.005870734152267687, "loss_sem_seg": 0.27313365833833814, "lr": 0.01, "mask_rcnn/accuracy": 0.873542056705571, "mask_rcnn/false_negative": 0.10220088844893288, "mask_rcnn/false_positive": 0.14381923049638817, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.7251207316294312, "total_loss": 1.6535937011794886} {"data_time": 0.009356725960969925, "eta_seconds": 129427.133616101, "iteration": 92879, "loss_fcos_cls": 0.2528833297546953, "loss_fcos_ctr": 0.6184823783114552, "loss_fcos_loc": 0.19183717260602862, "loss_mask": 0.27301651146262884, "loss_maskiou": 0.006499395851278678, "loss_sem_seg": 0.3174605192616582, "lr": 0.01, "mask_rcnn/accuracy": 0.907773671404575, "mask_rcnn/false_negative": 0.07989600998920357, "mask_rcnn/false_positive": 0.12646338949680275, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.25, "time": 0.7451770529150963, "total_loss": 1.6514831323438557} {"data_time": 0.010145149193704128, "eta_seconds": 129356.19450488593, "iteration": 92899, "loss_fcos_cls": 0.24866366619244218, "loss_fcos_ctr": 0.6171942902728915, "loss_fcos_loc": 0.19152971194125712, "loss_mask": 0.26229192363098264, "loss_maskiou": 0.005458510080643464, "loss_sem_seg": 0.2991195982322097, "lr": 0.01, "mask_rcnn/accuracy": 0.8947207368524333, "mask_rcnn/false_negative": 0.08144082487124318, "mask_rcnn/false_positive": 0.12696502072442006, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.0, "time": 0.7337393267080188, "total_loss": 1.6320152984262677} {"data_time": 0.009479820728302002, "eta_seconds": 129295.06845836621, "iteration": 92919, "loss_fcos_cls": 0.2786688725464046, "loss_fcos_ctr": 0.620921989902854, "loss_fcos_loc": 0.19769248249940574, "loss_mask": 0.27260806132107973, "loss_maskiou": 0.006007797725033015, "loss_sem_seg": 0.3229629606939852, "lr": 0.01, "mask_rcnn/accuracy": 0.8770810091904722, "mask_rcnn/false_negative": 0.10098253659801491, "mask_rcnn/false_positive": 0.16045466862006086, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.7252185763791203, "total_loss": 1.6695510382996872} {"data_time": 0.010103635489940643, "eta_seconds": 129326.9781380659, "iteration": 92939, "loss_fcos_cls": 0.2569053047336638, "loss_fcos_ctr": 0.6196538554504514, "loss_fcos_loc": 0.19534949422813952, "loss_mask": 0.2681153165176511, "loss_maskiou": 0.005608397317701019, "loss_sem_seg": 0.2925970330834389, "lr": 0.01, "mask_rcnn/accuracy": 0.8910017517558972, "mask_rcnn/false_negative": 0.10218570023948825, "mask_rcnn/false_positive": 0.10608563696815539, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.75, "time": 0.7440778389573097, "total_loss": 1.6148206674406538} {"data_time": 0.009824952110648155, "eta_seconds": 129368.67543954775, "iteration": 92959, "loss_fcos_cls": 0.26027781778248027, "loss_fcos_ctr": 0.6174126313999295, "loss_fcos_loc": 0.20053525816183537, "loss_mask": 0.2707484308630228, "loss_maskiou": 0.005531506402803643, "loss_sem_seg": 0.27060960372909904, "lr": 0.01, "mask_rcnn/accuracy": 0.8851334485407066, "mask_rcnn/false_negative": 0.09394701371682329, "mask_rcnn/false_positive": 0.1282694810441193, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7519379202276468, "total_loss": 1.6341451651678653} {"data_time": 0.009679095819592476, "eta_seconds": 129292.57730393484, "iteration": 92979, "loss_fcos_cls": 0.2665491127409041, "loss_fcos_ctr": 0.6231285594403744, "loss_fcos_loc": 0.19891547632869333, "loss_mask": 0.27667857985943556, "loss_maskiou": 0.005520339691429399, "loss_sem_seg": 0.3338238699361682, "lr": 0.01, "mask_rcnn/accuracy": 0.896193092621664, "mask_rcnn/false_negative": 0.08764378735029482, "mask_rcnn/false_positive": 0.12519510525745728, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.75, "time": 0.7288177665323019, "total_loss": 1.673818031224073} {"data_time": 0.009110917337238789, "eta_seconds": 129277.96970627084, "iteration": 92999, "loss_fcos_cls": 0.25759141833987087, "loss_fcos_ctr": 0.618790210224688, "loss_fcos_loc": 0.20172961830394343, "loss_mask": 0.2727795448154211, "loss_maskiou": 0.00552387200150406, "loss_sem_seg": 0.27564856922253966, "lr": 0.01, "mask_rcnn/accuracy": 0.8785927505330491, "mask_rcnn/false_negative": 0.11909947996302958, "mask_rcnn/false_positive": 0.15748572308818481, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7285295398905873, "total_loss": 1.6146444261539727} {"data_time": 0.01006727758795023, "eta_seconds": 129347.22627570014, "iteration": 93019, "loss_fcos_cls": 0.264621757902205, "loss_fcos_ctr": 0.6168993134051561, "loss_fcos_loc": 0.19050516025163233, "loss_mask": 0.27126006223261356, "loss_maskiou": 0.005806956643937156, "loss_sem_seg": 0.3026693630963564, "lr": 0.01, "mask_rcnn/accuracy": 0.8902656500124686, "mask_rcnn/false_negative": 0.08037853912516134, "mask_rcnn/false_positive": 0.14689435709330256, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.75, "time": 0.7325681932270527, "total_loss": 1.654987583955517} {"data_time": 0.009958728216588497, "eta_seconds": 129380.67703624349, "iteration": 93039, "loss_fcos_cls": 0.2650714423507452, "loss_fcos_ctr": 0.6234594499692321, "loss_fcos_loc": 0.1997929061180912, "loss_mask": 0.26035891845822334, "loss_maskiou": 0.004992327078070957, "loss_sem_seg": 0.2909010697621852, "lr": 0.01, "mask_rcnn/accuracy": 0.8775745166487647, "mask_rcnn/false_negative": 0.09960665803025637, "mask_rcnn/false_positive": 0.1593492608800478, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7154459496960044, "total_loss": 1.6286840843713435} {"data_time": 0.010513518005609512, "eta_seconds": 129404.25001659896, "iteration": 93059, "loss_fcos_cls": 0.2676172088831663, "loss_fcos_ctr": 0.6206785961985588, "loss_fcos_loc": 0.1949937251629308, "loss_mask": 0.26458285842090845, "loss_maskiou": 0.005845196676091291, "loss_sem_seg": 0.30349077959544957, "lr": 0.01, "mask_rcnn/accuracy": 0.8681683157133822, "mask_rcnn/false_negative": 0.09086867041201685, "mask_rcnn/false_positive": 0.14846417485737926, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7415504418313503, "total_loss": 1.6808525842789095} {"data_time": 0.010621859692037106, "eta_seconds": 129449.9020154681, "iteration": 93079, "loss_fcos_cls": 0.2773040949832648, "loss_fcos_ctr": 0.620382484048605, "loss_fcos_loc": 0.19851831230334938, "loss_mask": 0.25793056283146143, "loss_maskiou": 0.0051890590621042065, "loss_sem_seg": 0.311337637482211, "lr": 0.01, "mask_rcnn/accuracy": 0.8892570015018995, "mask_rcnn/false_negative": 0.09512111580715871, "mask_rcnn/false_positive": 0.11368552865327827, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.7285046773031354, "total_loss": 1.6723649250270682} {"data_time": 0.010627038776874542, "eta_seconds": 129336.80951389577, "iteration": 93099, "loss_fcos_cls": 0.25149166607297957, "loss_fcos_ctr": 0.61789789237082, "loss_fcos_loc": 0.18858119822107255, "loss_mask": 0.25047411397099495, "loss_maskiou": 0.0053643556602764875, "loss_sem_seg": 0.32608240097761154, "lr": 0.01, "mask_rcnn/accuracy": 0.8926100272232305, "mask_rcnn/false_negative": 0.08672845901490298, "mask_rcnn/false_positive": 0.11484927992300481, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.7403056742623448, "total_loss": 1.6346660446979513} {"data_time": 0.009619861841201782, "eta_seconds": 129502.36616020463, "iteration": 93119, "loss_fcos_cls": 0.2578847664408386, "loss_fcos_ctr": 0.6224114522337914, "loss_fcos_loc": 0.20024161413311958, "loss_mask": 0.27199895307421684, "loss_maskiou": 0.005555002964683808, "loss_sem_seg": 0.28394215437583625, "lr": 0.01, "mask_rcnn/accuracy": 0.8945694920303888, "mask_rcnn/false_negative": 0.09962061418451051, "mask_rcnn/false_positive": 0.11680778222605653, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.751598141156137, "total_loss": 1.618373672492453} {"data_time": 0.010281278751790524, "eta_seconds": 129557.88232853357, "iteration": 93139, "loss_fcos_cls": 0.2605697149410844, "loss_fcos_ctr": 0.6197816096246243, "loss_fcos_loc": 0.19575637415982783, "loss_mask": 0.2785839466378093, "loss_maskiou": 0.005952242048806511, "loss_sem_seg": 0.28436843445524573, "lr": 0.01, "mask_rcnn/accuracy": 0.8960630886970173, "mask_rcnn/false_negative": 0.09317641739004776, "mask_rcnn/false_positive": 0.12132592650934625, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.75, "time": 0.7295777630060911, "total_loss": 1.6206318734184606} {"data_time": 0.010221735574305058, "eta_seconds": 129487.8121286463, "iteration": 93159, "loss_fcos_cls": 0.2572276887949556, "loss_fcos_ctr": 0.6176181044429541, "loss_fcos_loc": 0.18809264176525176, "loss_mask": 0.27320342045277357, "loss_maskiou": 0.006124173974967562, "loss_sem_seg": 0.2942362679168582, "lr": 0.01, "mask_rcnn/accuracy": 0.9083010841013117, "mask_rcnn/false_negative": 0.09749583160430947, "mask_rcnn/false_positive": 0.0898878642283592, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.75, "time": 0.7129708500579, "total_loss": 1.667738769618154} {"data_time": 0.009724353440105915, "eta_seconds": 129428.84581567626, "iteration": 93179, "loss_fcos_cls": 0.2535570473410189, "loss_fcos_ctr": 0.6197633687406778, "loss_fcos_loc": 0.185323353856802, "loss_mask": 0.2695739706978202, "loss_maskiou": 0.0055637938203290105, "loss_sem_seg": 0.29644076456315815, "lr": 0.01, "mask_rcnn/accuracy": 0.878643021724819, "mask_rcnn/false_negative": 0.10090838743665956, "mask_rcnn/false_positive": 0.15015839661664815, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.75, "time": 0.7312729079276323, "total_loss": 1.6636259881488513} {"data_time": 0.009309477172791958, "eta_seconds": 129443.79463871382, "iteration": 93199, "loss_fcos_cls": 0.26464389998000115, "loss_fcos_ctr": 0.6215396160259843, "loss_fcos_loc": 0.19983642897568643, "loss_mask": 0.27666543144732714, "loss_maskiou": 0.0058453163801459596, "loss_sem_seg": 0.28985109087079763, "lr": 0.01, "mask_rcnn/accuracy": 0.910902987446369, "mask_rcnn/false_negative": 0.08599874534805049, "mask_rcnn/false_positive": 0.11758557286176133, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.75, "time": 0.7346069235354662, "total_loss": 1.6679107254458359} {"data_time": 0.009827332571148872, "eta_seconds": 129399.56674909126, "iteration": 93219, "loss_fcos_cls": 0.2604638447519392, "loss_fcos_ctr": 0.6225169142708182, "loss_fcos_loc": 0.20654599857516587, "loss_mask": 0.2740936945192516, "loss_maskiou": 0.006419237804948352, "loss_sem_seg": 0.27233333769254386, "lr": 0.01, "mask_rcnn/accuracy": 0.8636733794046719, "mask_rcnn/false_negative": 0.1067656309025232, "mask_rcnn/false_positive": 0.16176015513548403, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7327633239328861, "total_loss": 1.688988975758548} {"data_time": 0.01091997791081667, "eta_seconds": 129351.07955182903, "iteration": 93239, "loss_fcos_cls": 0.25997798587195575, "loss_fcos_ctr": 0.6208485066890717, "loss_fcos_loc": 0.1863172424491495, "loss_mask": 0.2649326901882887, "loss_maskiou": 0.0054383613387472, "loss_sem_seg": 0.2842990793287754, "lr": 0.01, "mask_rcnn/accuracy": 0.8933655280293936, "mask_rcnn/false_negative": 0.09837331682402105, "mask_rcnn/false_positive": 0.09993172136932628, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7307254103943706, "total_loss": 1.6363119285088032} {"data_time": 0.009724302217364311, "eta_seconds": 129277.03356508072, "iteration": 93259, "loss_fcos_cls": 0.25474509526975453, "loss_fcos_ctr": 0.6177774406969547, "loss_fcos_loc": 0.18712409411091357, "loss_mask": 0.27043555211275816, "loss_maskiou": 0.005218137324845884, "loss_sem_seg": 0.32057942682877183, "lr": 0.01, "mask_rcnn/accuracy": 0.8973299454917102, "mask_rcnn/false_negative": 0.07728646713527466, "mask_rcnn/false_positive": 0.1327457735564995, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.0, "time": 0.7318720892071724, "total_loss": 1.657987358616083} {"data_time": 0.010276512242853642, "eta_seconds": 129219.00223466568, "iteration": 93279, "loss_fcos_cls": 0.2740292944945395, "loss_fcos_ctr": 0.6159075694158673, "loss_fcos_loc": 0.18802128511015326, "loss_mask": 0.2594532216899097, "loss_maskiou": 0.005805974891700316, "loss_sem_seg": 0.29346110159531236, "lr": 0.01, "mask_rcnn/accuracy": 0.9036224811894455, "mask_rcnn/false_negative": 0.09323869294045586, "mask_rcnn/false_positive": 0.10730734112539853, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.5, "time": 0.7246853299438953, "total_loss": 1.6265844101144467} {"data_time": 0.010386415757238865, "eta_seconds": 129124.10848219227, "iteration": 93299, "loss_fcos_cls": 0.25801120861433446, "loss_fcos_ctr": 0.6206763964146376, "loss_fcos_loc": 0.1966742455260828, "loss_mask": 0.26830279268324375, "loss_maskiou": 0.005375316621211823, "loss_sem_seg": 0.28151108231395483, "lr": 0.01, "mask_rcnn/accuracy": 0.8896815089672232, "mask_rcnn/false_negative": 0.09647370307538852, "mask_rcnn/false_positive": 0.12671331300003041, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7141015259549022, "total_loss": 1.6247291381769173} {"data_time": 0.009614340029656887, "eta_seconds": 129223.59565680381, "iteration": 93319, "loss_fcos_cls": 0.26344326487742364, "loss_fcos_ctr": 0.6201690379530191, "loss_fcos_loc": 0.20059534860774875, "loss_mask": 0.2648997064679861, "loss_maskiou": 0.005315458613040391, "loss_sem_seg": 0.2919314452446997, "lr": 0.01, "mask_rcnn/accuracy": 0.8911067144249004, "mask_rcnn/false_negative": 0.09610352443914655, "mask_rcnn/false_positive": 0.12147819059408312, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7342603178694844, "total_loss": 1.6361021344418987} {"data_time": 0.009276329539716244, "eta_seconds": 129051.04568787664, "iteration": 93339, "loss_fcos_cls": 0.2477214831742458, "loss_fcos_ctr": 0.61805809289217, "loss_fcos_loc": 0.19275782245676965, "loss_mask": 0.2531207180581987, "loss_maskiou": 0.005410177433077479, "loss_sem_seg": 0.28067698748782277, "lr": 0.01, "mask_rcnn/accuracy": 0.8746106548276951, "mask_rcnn/false_negative": 0.1086130356952384, "mask_rcnn/false_positive": 0.13832074330469735, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.75, "time": 0.7142917336896062, "total_loss": 1.5858174080058234} {"data_time": 0.010002011433243752, "eta_seconds": 129036.4356669113, "iteration": 93359, "loss_fcos_cls": 0.26795105438213795, "loss_fcos_ctr": 0.6218114672228694, "loss_fcos_loc": 0.2003528777277097, "loss_mask": 0.2659807298332453, "loss_maskiou": 0.005783009371953085, "loss_sem_seg": 0.3125068452209234, "lr": 0.01, "mask_rcnn/accuracy": 0.881637924827189, "mask_rcnn/false_negative": 0.10371595007466664, "mask_rcnn/false_positive": 0.12115573120006377, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7304283427074552, "total_loss": 1.7081521139261895} {"data_time": 0.010392297059297562, "eta_seconds": 129021.82564594597, "iteration": 93379, "loss_fcos_cls": 0.2561479958239943, "loss_fcos_ctr": 0.6215909253805876, "loss_fcos_loc": 0.1945560851600021, "loss_mask": 0.2825672999024391, "loss_maskiou": 0.00677911881939508, "loss_sem_seg": 0.26129264617338777, "lr": 0.01, "mask_rcnn/accuracy": 0.893207607335387, "mask_rcnn/false_negative": 0.08390554462758221, "mask_rcnn/false_positive": 0.1327630275999762, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.75, "time": 0.7256557606160641, "total_loss": 1.6190987573936582} {"data_time": 0.009433326311409473, "eta_seconds": 129038.44780104328, "iteration": 93399, "loss_fcos_cls": 0.2523001915542409, "loss_fcos_ctr": 0.623257165774703, "loss_fcos_loc": 0.20196102128829807, "loss_mask": 0.27329504769295454, "loss_maskiou": 0.006363653461448848, "loss_sem_seg": 0.2759465726558119, "lr": 0.01, "mask_rcnn/accuracy": 0.889076036397465, "mask_rcnn/false_negative": 0.08925608149221936, "mask_rcnn/false_positive": 0.13131439262490624, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7279405826702714, "total_loss": 1.6410761472470767} {"data_time": 0.01116943173110485, "eta_seconds": 129008.74231125321, "iteration": 93419, "loss_fcos_cls": 0.2653125151991844, "loss_fcos_ctr": 0.6201754920184612, "loss_fcos_loc": 0.19580938620492816, "loss_mask": 0.2744866544380784, "loss_maskiou": 0.005616088383249007, "loss_sem_seg": 0.31511741410940886, "lr": 0.01, "mask_rcnn/accuracy": 0.8923274429651982, "mask_rcnn/false_negative": 0.09102330647403002, "mask_rcnn/false_positive": 0.12402876095292163, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.75, "time": 0.7269291263073683, "total_loss": 1.6763755491774646} {"data_time": 0.010037700645625591, "eta_seconds": 129009.2206850471, "iteration": 93439, "loss_fcos_cls": 0.2576260012574494, "loss_fcos_ctr": 0.6200584638863802, "loss_fcos_loc": 0.19705287250690162, "loss_mask": 0.277894445694983, "loss_maskiou": 0.005896337213926017, "loss_sem_seg": 0.2952086895238608, "lr": 0.01, "mask_rcnn/accuracy": 0.8687386217605484, "mask_rcnn/false_negative": 0.1058790998286681, "mask_rcnn/false_positive": 0.14843600496696527, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.75, "time": 0.728609629906714, "total_loss": 1.65764622122515} {"data_time": 0.009900163859128952, "eta_seconds": 128974.13117461279, "iteration": 93459, "loss_fcos_cls": 0.2634104867465794, "loss_fcos_ctr": 0.6208004308864474, "loss_fcos_loc": 0.19788234739098698, "loss_mask": 0.26432033628225327, "loss_maskiou": 0.005786181987787131, "loss_sem_seg": 0.2836901997216046, "lr": 0.01, "mask_rcnn/accuracy": 0.8700947794848277, "mask_rcnn/false_negative": 0.08965339101109604, "mask_rcnn/false_positive": 0.1618665166645745, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7247884795069695, "total_loss": 1.6288055840777815} {"data_time": 0.010047869756817818, "eta_seconds": 128875.12688459642, "iteration": 93479, "loss_fcos_cls": 0.23900604830123484, "loss_fcos_ctr": 0.6180133335292339, "loss_fcos_loc": 0.19542972603812814, "loss_mask": 0.2688930295407772, "loss_maskiou": 0.005547371358261444, "loss_sem_seg": 0.29515904653817415, "lr": 0.01, "mask_rcnn/accuracy": 0.885183045343573, "mask_rcnn/false_negative": 0.08626895080808178, "mask_rcnn/false_positive": 0.1205463257623837, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.75, "time": 0.729007757268846, "total_loss": 1.625004762376193} {"data_time": 0.009911125525832176, "eta_seconds": 128924.90060596261, "iteration": 93499, "loss_fcos_cls": 0.28300583898089826, "loss_fcos_ctr": 0.6244113645516336, "loss_fcos_loc": 0.21751502016559243, "loss_mask": 0.26412653271108866, "loss_maskiou": 0.005989292199956253, "loss_sem_seg": 0.2776320385746658, "lr": 0.01, "mask_rcnn/accuracy": 0.8901232367947178, "mask_rcnn/false_negative": 0.061068158659021314, "mask_rcnn/false_positive": 0.17152122857987573, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7357261646538973, "total_loss": 1.7034872388612712} {"data_time": 0.009896673262119293, "eta_seconds": 128950.76645305473, "iteration": 93519, "loss_fcos_cls": 0.2604682194069028, "loss_fcos_ctr": 0.6192792197689414, "loss_fcos_loc": 0.19620507664512843, "loss_mask": 0.2763398988172412, "loss_maskiou": 0.005682851930032484, "loss_sem_seg": 0.2816119338385761, "lr": 0.01, "mask_rcnn/accuracy": 0.8915837945347631, "mask_rcnn/false_negative": 0.08362818298507815, "mask_rcnn/false_positive": 0.11884979219371983, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.5, "time": 0.740249159745872, "total_loss": 1.6672314221505076} {"data_time": 0.00994863174855709, "eta_seconds": 128948.72868221533, "iteration": 93539, "loss_fcos_cls": 0.2434264331823215, "loss_fcos_ctr": 0.6212936919182539, "loss_fcos_loc": 0.20235481357667595, "loss_mask": 0.27121225092560053, "loss_maskiou": 0.0055994732974795625, "loss_sem_seg": 0.2736097532324493, "lr": 0.01, "mask_rcnn/accuracy": 0.8890498020591079, "mask_rcnn/false_negative": 0.12240985905822704, "mask_rcnn/false_positive": 0.11499335188211116, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7344888458028436, "total_loss": 1.6305091474423534} {"data_time": 0.010781601071357727, "eta_seconds": 128941.80568128172, "iteration": 93559, "loss_fcos_cls": 0.26956406293902546, "loss_fcos_ctr": 0.6206649821251631, "loss_fcos_loc": 0.19904239097377285, "loss_mask": 0.26943594170734286, "loss_maskiou": 0.005250850117590744, "loss_sem_seg": 0.3246772149577737, "lr": 0.01, "mask_rcnn/accuracy": 0.8903024988404453, "mask_rcnn/false_negative": 0.0889117486772996, "mask_rcnn/false_positive": 0.14378677013264446, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.5, "time": 0.7416337644681334, "total_loss": 1.6793790530937258} {"data_time": 0.009519054554402828, "eta_seconds": 128927.18982604612, "iteration": 93579, "loss_fcos_cls": 0.27023800695315003, "loss_fcos_ctr": 0.6208771532401443, "loss_fcos_loc": 0.1965966299176216, "loss_mask": 0.25424782652407885, "loss_maskiou": 0.004981925092579331, "loss_sem_seg": 0.2964392784051597, "lr": 0.01, "mask_rcnn/accuracy": 0.8716384594882729, "mask_rcnn/false_negative": 0.10505047767234696, "mask_rcnn/false_positive": 0.1411609226105509, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.5, "time": 0.7201486714184284, "total_loss": 1.6524506357345672} {"data_time": 0.010599465109407902, "eta_seconds": 128871.85250640288, "iteration": 93599, "loss_fcos_cls": 0.2470724005252123, "loss_fcos_ctr": 0.6199191194027662, "loss_fcos_loc": 0.1944502298720181, "loss_mask": 0.26080142986029387, "loss_maskiou": 0.004810003767488524, "loss_sem_seg": 0.30310434848070145, "lr": 0.01, "mask_rcnn/accuracy": 0.8798926015405271, "mask_rcnn/false_negative": 0.08978870788663616, "mask_rcnn/false_positive": 0.13697772250025247, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.25, "time": 0.7194596473127604, "total_loss": 1.666749517477001} {"data_time": 0.010258900932967663, "eta_seconds": 128877.69866306428, "iteration": 93619, "loss_fcos_cls": 0.25714939925819635, "loss_fcos_ctr": 0.6169915301725268, "loss_fcos_loc": 0.19429112214129418, "loss_mask": 0.27159208431839943, "loss_maskiou": 0.006491689870017581, "loss_sem_seg": 0.2858471083454788, "lr": 0.01, "mask_rcnn/accuracy": 0.8881536989795918, "mask_rcnn/false_negative": 0.10028718449940405, "mask_rcnn/false_positive": 0.13738697328148555, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.0, "time": 0.7492460766807199, "total_loss": 1.6191637015508604} {"data_time": 0.01006267685443163, "eta_seconds": 128916.2237565089, "iteration": 93639, "loss_fcos_cls": 0.2601163278450258, "loss_fcos_ctr": 0.6201531551778316, "loss_fcos_loc": 0.19358490651939064, "loss_mask": 0.27738219033926725, "loss_maskiou": 0.006048792522051372, "loss_sem_seg": 0.2701979810371995, "lr": 0.01, "mask_rcnn/accuracy": 0.8792200390794616, "mask_rcnn/false_negative": 0.08407013207448044, "mask_rcnn/false_positive": 0.15902883069958412, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.5, "time": 0.7417291793972254, "total_loss": 1.6397213752643438} {"data_time": 0.010737545788288116, "eta_seconds": 128861.03878222685, "iteration": 93659, "loss_fcos_cls": 0.25753577006980777, "loss_fcos_ctr": 0.6162188621237874, "loss_fcos_loc": 0.19511079794028774, "loss_mask": 0.2611180143430829, "loss_maskiou": 0.006162156394566409, "loss_sem_seg": 0.33828390040434897, "lr": 0.01, "mask_rcnn/accuracy": 0.891417062514661, "mask_rcnn/false_negative": 0.09328627888076496, "mask_rcnn/false_positive": 0.10990485872750524, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7219410538673401, "total_loss": 1.6686059617250066} {"data_time": 0.010487071238458157, "eta_seconds": 128822.66301874723, "iteration": 93679, "loss_fcos_cls": 0.2601731491740793, "loss_fcos_ctr": 0.6194043904542923, "loss_fcos_loc": 0.19028997130226344, "loss_mask": 0.25676519703119993, "loss_maskiou": 0.005555935422307812, "loss_sem_seg": 0.32172832917422056, "lr": 0.01, "mask_rcnn/accuracy": 0.8833235217163788, "mask_rcnn/false_negative": 0.10018680012357103, "mask_rcnn/false_positive": 0.1133544996069405, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7226306730881333, "total_loss": 1.6659176290631876} {"data_time": 0.008944216184318066, "eta_seconds": 128738.18837214075, "iteration": 93699, "loss_fcos_cls": 0.2691089326981455, "loss_fcos_ctr": 0.6210845774039626, "loss_fcos_loc": 0.19650666927918792, "loss_mask": 0.2644701353274286, "loss_maskiou": 0.005639868075377308, "loss_sem_seg": 0.2672046786174178, "lr": 0.01, "mask_rcnn/accuracy": 0.8728769137678711, "mask_rcnn/false_negative": 0.09153877248807751, "mask_rcnn/false_positive": 0.15038534597024777, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 27.0, "time": 0.7121297512203455, "total_loss": 1.6315618010157777} {"data_time": 0.010230251587927341, "eta_seconds": 128712.59236407187, "iteration": 93719, "loss_fcos_cls": 0.2718308959156275, "loss_fcos_ctr": 0.6194630707614124, "loss_fcos_loc": 0.19773823668947443, "loss_mask": 0.25840356759727, "loss_maskiou": 0.0057255493447883055, "loss_sem_seg": 0.28759908489882946, "lr": 0.01, "mask_rcnn/accuracy": 0.8809655441123818, "mask_rcnn/false_negative": 0.0938505880319159, "mask_rcnn/false_positive": 0.12186028609860008, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.25, "time": 0.7276399303227663, "total_loss": 1.6485368717112578} {"data_time": 0.010369610972702503, "eta_seconds": 128656.3949470073, "iteration": 93739, "loss_fcos_cls": 0.2623686317820102, "loss_fcos_ctr": 0.619707147590816, "loss_fcos_loc": 0.1990594353992492, "loss_mask": 0.2694091983139515, "loss_maskiou": 0.005310142852977151, "loss_sem_seg": 0.2730154050514102, "lr": 0.01, "mask_rcnn/accuracy": 0.8756860698824984, "mask_rcnn/false_negative": 0.11584639228611113, "mask_rcnn/false_positive": 0.1429450504585522, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.75, "time": 0.7143780058249831, "total_loss": 1.6271591004333459} {"data_time": 0.00997206848114729, "eta_seconds": 128694.37528371625, "iteration": 93759, "loss_fcos_cls": 0.2692730121780187, "loss_fcos_ctr": 0.6195287834852934, "loss_fcos_loc": 0.19825980853056535, "loss_mask": 0.26058279536664486, "loss_maskiou": 0.005550295041757636, "loss_sem_seg": 0.2835935913026333, "lr": 0.01, "mask_rcnn/accuracy": 0.8824947532204371, "mask_rcnn/false_negative": 0.10540773385925359, "mask_rcnn/false_positive": 0.13061704875070823, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7357799597084522, "total_loss": 1.644891114145139} {"data_time": 0.010782098397612572, "eta_seconds": 128689.1647410728, "iteration": 93779, "loss_fcos_cls": 0.2780386246740818, "loss_fcos_ctr": 0.6193955903872848, "loss_fcos_loc": 0.19614814780652523, "loss_mask": 0.2786394152790308, "loss_maskiou": 0.00591607361457136, "loss_sem_seg": 0.3209478994831443, "lr": 0.01, "mask_rcnn/accuracy": 0.8885841088195842, "mask_rcnn/false_negative": 0.08422889446285767, "mask_rcnn/false_positive": 0.1390037669508254, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.7282888181507587, "total_loss": 1.6607964654194802} {"data_time": 0.00944493617862463, "eta_seconds": 128674.5593121238, "iteration": 93799, "loss_fcos_cls": 0.2600385444238782, "loss_fcos_ctr": 0.6230636211112142, "loss_fcos_loc": 0.20319829799700528, "loss_mask": 0.27925412543118, "loss_maskiou": 0.006009041433571838, "loss_sem_seg": 0.2713052276521921, "lr": 0.01, "mask_rcnn/accuracy": 0.8679085497835497, "mask_rcnn/false_negative": 0.11025652909964657, "mask_rcnn/false_positive": 0.14678567787729507, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 38.0, "time": 0.7302681421861053, "total_loss": 1.6675832527253078} {"data_time": 0.010274567641317844, "eta_seconds": 128668.65692166332, "iteration": 93819, "loss_fcos_cls": 0.2672665909631178, "loss_fcos_ctr": 0.6220450978726149, "loss_fcos_loc": 0.21424339892109856, "loss_mask": 0.27650123089551926, "loss_maskiou": 0.005904782745346893, "loss_sem_seg": 0.293165972456336, "lr": 0.01, "mask_rcnn/accuracy": 0.893997904804555, "mask_rcnn/false_negative": 0.08152135643588504, "mask_rcnn/false_positive": 0.12257603471910544, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.25, "time": 0.7357788626104593, "total_loss": 1.6647158083651448} {"data_time": 0.010032236576080322, "eta_seconds": 128624.97366958018, "iteration": 93839, "loss_fcos_cls": 0.25707210786640644, "loss_fcos_ctr": 0.6210380946286023, "loss_fcos_loc": 0.20120177543140016, "loss_mask": 0.2642515003681183, "loss_maskiou": 0.005765911369962851, "loss_sem_seg": 0.3045835644006729, "lr": 0.01, "mask_rcnn/accuracy": 0.889312401373805, "mask_rcnn/false_negative": 0.09135661242089133, "mask_rcnn/false_positive": 0.1415169761127809, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7118501299992204, "total_loss": 1.6650355695874168} {"data_time": 0.009772802703082561, "eta_seconds": 128632.77356301807, "iteration": 93859, "loss_fcos_cls": 0.25151584949344397, "loss_fcos_ctr": 0.6214411882683635, "loss_fcos_loc": 0.19454140355810523, "loss_mask": 0.2606967450119555, "loss_maskiou": 0.005579055054113269, "loss_sem_seg": 0.30750825721770525, "lr": 0.01, "mask_rcnn/accuracy": 0.8844565490130478, "mask_rcnn/false_negative": 0.08695400028120287, "mask_rcnn/false_positive": 0.134681054315519, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7425054684281349, "total_loss": 1.6458776410363498} {"data_time": 0.00980179663747549, "eta_seconds": 128616.13759632781, "iteration": 93879, "loss_fcos_cls": 0.26929096737876534, "loss_fcos_ctr": 0.6220081159844995, "loss_fcos_loc": 0.20236314577050507, "loss_mask": 0.2735843784175813, "loss_maskiou": 0.005158714076969773, "loss_sem_seg": 0.2831688248552382, "lr": 0.01, "mask_rcnn/accuracy": 0.8841879135533994, "mask_rcnn/false_negative": 0.08153287610032195, "mask_rcnn/false_positive": 0.14293660508678868, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.25, "time": 0.7400333005934954, "total_loss": 1.6637177898955997} {"data_time": 0.009839437901973724, "eta_seconds": 128592.14474405907, "iteration": 93899, "loss_fcos_cls": 0.24683034792542458, "loss_fcos_ctr": 0.6216159565374255, "loss_fcos_loc": 0.19200714328326285, "loss_mask": 0.26674237102270126, "loss_maskiou": 0.00564986166136805, "loss_sem_seg": 0.3044386017136276, "lr": 0.01, "mask_rcnn/accuracy": 0.8799190942610811, "mask_rcnn/false_negative": 0.09126307430533463, "mask_rcnn/false_positive": 0.12542538662532773, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.25, "time": 0.7240848140791059, "total_loss": 1.6753787725319853} {"data_time": 0.010006737895309925, "eta_seconds": 128586.92673842981, "iteration": 93919, "loss_fcos_cls": 0.2767137202899903, "loss_fcos_ctr": 0.6204607337713242, "loss_fcos_loc": 0.21145130624063313, "loss_mask": 0.27225929591804743, "loss_maskiou": 0.005565246145124547, "loss_sem_seg": 0.3045604284852743, "lr": 0.01, "mask_rcnn/accuracy": 0.8669523449623753, "mask_rcnn/false_negative": 0.10960087380069158, "mask_rcnn/false_positive": 0.17759983107070948, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7341896817088127, "total_loss": 1.68840628687758} {"data_time": 0.009186173789203167, "eta_seconds": 128562.93601844274, "iteration": 93939, "loss_fcos_cls": 0.2608021139167249, "loss_fcos_ctr": 0.6211374746635556, "loss_fcos_loc": 0.18963673792313784, "loss_mask": 0.26400941610336304, "loss_maskiou": 0.005450923628814053, "loss_sem_seg": 0.322528132237494, "lr": 0.01, "mask_rcnn/accuracy": 0.8818118318756074, "mask_rcnn/false_negative": 0.09600200849862715, "mask_rcnn/false_positive": 0.1377511049673506, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.5, "time": 0.7268206179141998, "total_loss": 1.687950066596386} {"data_time": 0.009474814869463444, "eta_seconds": 128495.81258966029, "iteration": 93959, "loss_fcos_cls": 0.2542871399782598, "loss_fcos_ctr": 0.6181922326795757, "loss_fcos_loc": 0.19461385265458375, "loss_mask": 0.2689446918666363, "loss_maskiou": 0.005504794418811798, "loss_sem_seg": 0.3210296304896474, "lr": 0.01, "mask_rcnn/accuracy": 0.9006861700472872, "mask_rcnn/false_negative": 0.10237715017429211, "mask_rcnn/false_positive": 0.11335388458285162, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.5, "time": 0.7278963439166546, "total_loss": 1.6428394879185362} {"data_time": 0.008860270492732525, "eta_seconds": 128469.31483743433, "iteration": 93979, "loss_fcos_cls": 0.2649820148944855, "loss_fcos_ctr": 0.6190802063792944, "loss_fcos_loc": 0.19855328486301005, "loss_mask": 0.2747045522555709, "loss_maskiou": 0.005781367486633826, "loss_sem_seg": 0.32774639077251777, "lr": 0.01, "mask_rcnn/accuracy": 0.8716411319712216, "mask_rcnn/false_negative": 0.11164252022658994, "mask_rcnn/false_positive": 0.1416887730582268, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.7238617623224854, "total_loss": 1.7190617696760455} {"data_time": 0.01050372701138258, "eta_seconds": 128485.20180844981, "iteration": 93999, "loss_fcos_cls": 0.27001405879855156, "loss_fcos_ctr": 0.6208453364670277, "loss_fcos_loc": 0.20679262513294816, "loss_mask": 0.2700306149199605, "loss_maskiou": 0.005996552834403701, "loss_sem_seg": 0.2986401761882007, "lr": 0.01, "mask_rcnn/accuracy": 0.8746790711898795, "mask_rcnn/false_negative": 0.08458813038424179, "mask_rcnn/false_positive": 0.13807743496626967, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.746512676589191, "total_loss": 1.6953206724865595} {"data_time": 0.010301657021045685, "eta_seconds": 128452.85998588894, "iteration": 94019, "loss_fcos_cls": 0.26611127238720655, "loss_fcos_ctr": 0.6196311051025987, "loss_fcos_loc": 0.19657289306633174, "loss_mask": 0.26623652409762144, "loss_maskiou": 0.00588282871467527, "loss_sem_seg": 0.3026274093426764, "lr": 0.01, "mask_rcnn/accuracy": 0.8764668367346939, "mask_rcnn/false_negative": 0.09231108547802966, "mask_rcnn/false_positive": 0.1472688724620339, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.75, "time": 0.728759890422225, "total_loss": 1.663411357007135} {"data_time": 0.009638787247240543, "eta_seconds": 128438.2614940079, "iteration": 94039, "loss_fcos_cls": 0.24997187266126275, "loss_fcos_ctr": 0.6207242216914892, "loss_fcos_loc": 0.19053044816246256, "loss_mask": 0.26923243049532175, "loss_maskiou": 0.005523053841898218, "loss_sem_seg": 0.26888817362487316, "lr": 0.01, "mask_rcnn/accuracy": 0.8887030126194253, "mask_rcnn/false_negative": 0.10310137770633107, "mask_rcnn/false_positive": 0.13847636635548657, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.75, "time": 0.7291199369356036, "total_loss": 1.6166181680382579} {"data_time": 0.01046459935605526, "eta_seconds": 128376.1694669528, "iteration": 94059, "loss_fcos_cls": 0.2498204114381224, "loss_fcos_ctr": 0.620108793489635, "loss_fcos_loc": 0.1932412903988734, "loss_mask": 0.2720018960535526, "loss_maskiou": 0.0057911613475880586, "loss_sem_seg": 0.2660187603905797, "lr": 0.01, "mask_rcnn/accuracy": 0.8815876350540216, "mask_rcnn/false_negative": 0.09235455314351668, "mask_rcnn/false_positive": 0.15746688824659966, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.25, "time": 0.724556215107441, "total_loss": 1.6150586628427845} {"data_time": 0.010079595260322094, "eta_seconds": 128396.32961701322, "iteration": 94079, "loss_fcos_cls": 0.25714457244612277, "loss_fcos_ctr": 0.6198780136182904, "loss_fcos_loc": 0.1936254875618033, "loss_mask": 0.2765299202874303, "loss_maskiou": 0.00562686326156836, "loss_sem_seg": 0.2771974024362862, "lr": 0.01, "mask_rcnn/accuracy": 0.8817904565672423, "mask_rcnn/false_negative": 0.09026414385280139, "mask_rcnn/false_positive": 0.14316012269740858, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7368231536820531, "total_loss": 1.6495382754073944} {"data_time": 0.009886079467833042, "eta_seconds": 128346.98328079563, "iteration": 94099, "loss_fcos_cls": 0.2671565457712859, "loss_fcos_ctr": 0.6198607673868537, "loss_fcos_loc": 0.20509037445299327, "loss_mask": 0.27442259062081575, "loss_maskiou": 0.006102964842284564, "loss_sem_seg": 0.3070839997380972, "lr": 0.01, "mask_rcnn/accuracy": 0.8833911889223774, "mask_rcnn/false_negative": 0.08906306834576408, "mask_rcnn/false_positive": 0.13086361978809685, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7257171580567956, "total_loss": 1.699166916878312} {"data_time": 0.009595826268196106, "eta_seconds": 128257.09452830628, "iteration": 94119, "loss_fcos_cls": 0.2577884425409138, "loss_fcos_ctr": 0.6205259123817086, "loss_fcos_loc": 0.1988573125563562, "loss_mask": 0.27108880737796426, "loss_maskiou": 0.0057015655693248846, "loss_sem_seg": 0.24420061247656122, "lr": 0.01, "mask_rcnn/accuracy": 0.8894301630908774, "mask_rcnn/false_negative": 0.11120812157008919, "mask_rcnn/false_positive": 0.14428392493475378, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.25, "time": 0.7281177444383502, "total_loss": 1.5916663622447231} {"data_time": 0.009551758877933025, "eta_seconds": 128258.94368803315, "iteration": 94139, "loss_fcos_cls": 0.254939399426803, "loss_fcos_ctr": 0.6218900042586029, "loss_fcos_loc": 0.19749934831634164, "loss_mask": 0.26542532350867987, "loss_maskiou": 0.005727755502448417, "loss_sem_seg": 0.317172490991652, "lr": 0.01, "mask_rcnn/accuracy": 0.873475923754595, "mask_rcnn/false_negative": 0.10314099557996484, "mask_rcnn/false_positive": 0.1451815751602354, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7350736521184444, "total_loss": 1.6593106941472797} {"data_time": 0.00995638594031334, "eta_seconds": 128297.4671606049, "iteration": 94159, "loss_fcos_cls": 0.25524931214749813, "loss_fcos_ctr": 0.623306680470705, "loss_fcos_loc": 0.19824240886373445, "loss_mask": 0.263881660066545, "loss_maskiou": 0.005691874483090942, "loss_sem_seg": 0.2737008975818753, "lr": 0.01, "mask_rcnn/accuracy": 0.8602838010204081, "mask_rcnn/false_negative": 0.0986074183241645, "mask_rcnn/false_positive": 0.1658767102605402, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.75, "time": 0.7390296049416065, "total_loss": 1.6337316631761496} {"data_time": 0.009744424372911453, "eta_seconds": 128249.02316823229, "iteration": 94179, "loss_fcos_cls": 0.2598403552547097, "loss_fcos_ctr": 0.6216481477022171, "loss_fcos_loc": 0.19231760792899877, "loss_mask": 0.27672539465129375, "loss_maskiou": 0.006352715761750005, "loss_sem_seg": 0.3257998595945537, "lr": 0.01, "mask_rcnn/accuracy": 0.8676079302688817, "mask_rcnn/false_negative": 0.1007245406389545, "mask_rcnn/false_positive": 0.12955766981943062, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.7145190872251987, "total_loss": 1.6516308415230014} {"data_time": 0.010205370374023914, "eta_seconds": 128215.184488317, "iteration": 94199, "loss_fcos_cls": 0.27509480831213295, "loss_fcos_ctr": 0.6231488082557917, "loss_fcos_loc": 0.20530975994188339, "loss_mask": 0.28223855793476105, "loss_maskiou": 0.006215563262230717, "loss_sem_seg": 0.31087835249491036, "lr": 0.01, "mask_rcnn/accuracy": 0.894985119047619, "mask_rcnn/false_negative": 0.09276757399198288, "mask_rcnn/false_positive": 0.12687237001739987, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.25, "time": 0.7221023254096508, "total_loss": 1.6650382260704646} {"data_time": 0.010586402378976345, "eta_seconds": 128200.59808841161, "iteration": 94219, "loss_fcos_cls": 0.2631101938895881, "loss_fcos_ctr": 0.6243939977139235, "loss_fcos_loc": 0.2043944897595793, "loss_mask": 0.26581850927323103, "loss_maskiou": 0.005159896943951026, "loss_sem_seg": 0.3092585497070104, "lr": 0.01, "mask_rcnn/accuracy": 0.8881954403382974, "mask_rcnn/false_negative": 0.0780439907148075, "mask_rcnn/false_positive": 0.1425977041408141, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.25, "time": 0.7318485043942928, "total_loss": 1.647753861885576} {"data_time": 0.009586569853127003, "eta_seconds": 128186.01168850623, "iteration": 94239, "loss_fcos_cls": 0.2621228820644319, "loss_fcos_ctr": 0.6236877962946892, "loss_fcos_loc": 0.20200813678093255, "loss_mask": 0.27007088623940945, "loss_maskiou": 0.005465777328936383, "loss_sem_seg": 0.29343751119449735, "lr": 0.01, "mask_rcnn/accuracy": 0.8863735432390079, "mask_rcnn/false_negative": 0.0862383420740783, "mask_rcnn/false_positive": 0.14258071321504262, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.0, "time": 0.7332485700026155, "total_loss": 1.6513953031644633} {"data_time": 0.010174634866416454, "eta_seconds": 128101.1565048378, "iteration": 94259, "loss_fcos_cls": 0.2598764824215323, "loss_fcos_ctr": 0.6202178141102195, "loss_fcos_loc": 0.20837156288325787, "loss_mask": 0.277003169991076, "loss_maskiou": 0.0060393429739633575, "loss_sem_seg": 0.2877174159511924, "lr": 0.01, "mask_rcnn/accuracy": 0.895588512044162, "mask_rcnn/false_negative": 0.07509274492397028, "mask_rcnn/false_positive": 0.13311332494020284, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.5, "time": 0.7278406545519829, "total_loss": 1.6700593965797452} {"data_time": 0.009903564117848873, "eta_seconds": 128074.48971415684, "iteration": 94279, "loss_fcos_cls": 0.2673900257796049, "loss_fcos_ctr": 0.6244530649855733, "loss_fcos_loc": 0.20164071675390005, "loss_mask": 0.27445745281875134, "loss_maskiou": 0.005880486918613315, "loss_sem_seg": 0.2844314696267247, "lr": 0.01, "mask_rcnn/accuracy": 0.8878080112508875, "mask_rcnn/false_negative": 0.10339166999830642, "mask_rcnn/false_positive": 0.14669486541878896, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.0, "time": 0.7250903621315956, "total_loss": 1.639274642606324} {"data_time": 0.010098105296492577, "eta_seconds": 128071.99969874136, "iteration": 94299, "loss_fcos_cls": 0.2635597967309877, "loss_fcos_ctr": 0.6202886508544907, "loss_fcos_loc": 0.2000078943092376, "loss_mask": 0.2786543117836118, "loss_maskiou": 0.006248387435334735, "loss_sem_seg": 0.31798369949683547, "lr": 0.01, "mask_rcnn/accuracy": 0.883160412979128, "mask_rcnn/false_negative": 0.09219421991910322, "mask_rcnn/false_positive": 0.1469291324321293, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.25, "time": 0.7261181715875864, "total_loss": 1.6931326937265112} {"data_time": 0.009826306253671646, "eta_seconds": 128045.33565978333, "iteration": 94319, "loss_fcos_cls": 0.25810013664886355, "loss_fcos_ctr": 0.6220313711091876, "loss_fcos_loc": 0.20271009049611166, "loss_mask": 0.27809536922723055, "loss_maskiou": 0.005822488081321353, "loss_sem_seg": 0.28238110337406397, "lr": 0.01, "mask_rcnn/accuracy": 0.8798503694934416, "mask_rcnn/false_negative": 0.09249543556634643, "mask_rcnn/false_positive": 0.16168579574619307, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.7379065472632647, "total_loss": 1.6793833649717271} {"data_time": 0.00986868143081665, "eta_seconds": 128042.84289264493, "iteration": 94339, "loss_fcos_cls": 0.2594593613175675, "loss_fcos_ctr": 0.6174783152528107, "loss_fcos_loc": 0.18890786112751812, "loss_mask": 0.269352144561708, "loss_maskiou": 0.005739772692322731, "loss_sem_seg": 0.34319722279906273, "lr": 0.01, "mask_rcnn/accuracy": 0.8746686174469789, "mask_rcnn/false_negative": 0.09310278564187917, "mask_rcnn/false_positive": 0.15071392522489663, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7260777810588479, "total_loss": 1.6693930926412577} {"data_time": 0.01005498506128788, "eta_seconds": 128010.30341458786, "iteration": 94359, "loss_fcos_cls": 0.2684989458648488, "loss_fcos_ctr": 0.6181008443236351, "loss_fcos_loc": 0.18774353456683457, "loss_mask": 0.25952829979360104, "loss_maskiou": 0.005630699190078303, "loss_sem_seg": 0.2943766238167882, "lr": 0.01, "mask_rcnn/accuracy": 0.8759470810213486, "mask_rcnn/false_negative": 0.0906168611818126, "mask_rcnn/false_positive": 0.14719667768609423, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.75, "time": 0.7244521519169211, "total_loss": 1.6182278767882963} {"data_time": 0.011065907776355743, "eta_seconds": 127979.7034300724, "iteration": 94379, "loss_fcos_cls": 0.2537986359093338, "loss_fcos_ctr": 0.6192093268036842, "loss_fcos_loc": 0.2010782645083964, "loss_mask": 0.2721795472316444, "loss_maskiou": 0.0058222773659508675, "loss_sem_seg": 0.2608224062714726, "lr": 0.01, "mask_rcnn/accuracy": 0.8881568420378905, "mask_rcnn/false_negative": 0.0971177395655124, "mask_rcnn/false_positive": 0.13331716931533416, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.25, "time": 0.7221913859248161, "total_loss": 1.639698869708809} {"data_time": 0.009318552911281586, "eta_seconds": 127958.59820726514, "iteration": 94399, "loss_fcos_cls": 0.2613452794030309, "loss_fcos_ctr": 0.6252936311066151, "loss_fcos_loc": 0.20300316670909524, "loss_mask": 0.2682355223223567, "loss_maskiou": 0.005704314240574604, "loss_sem_seg": 0.2833265191875398, "lr": 0.01, "mask_rcnn/accuracy": 0.8794346226862838, "mask_rcnn/false_negative": 0.08490464517201263, "mask_rcnn/false_positive": 0.17247566898126968, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.0, "time": 0.7196142617613077, "total_loss": 1.6868593904328009} {"data_time": 0.010143767111003399, "eta_seconds": 127944.02441802621, "iteration": 94419, "loss_fcos_cls": 0.2733115176670253, "loss_fcos_ctr": 0.6189757846295834, "loss_fcos_loc": 0.19021596561651677, "loss_mask": 0.27163035701960325, "loss_maskiou": 0.005816384596982971, "loss_sem_seg": 0.3319463632069528, "lr": 0.01, "mask_rcnn/accuracy": 0.8935307331887978, "mask_rcnn/false_negative": 0.11399902226840175, "mask_rcnn/false_positive": 0.12858158442774786, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7271416299045086, "total_loss": 1.6981104979349766} {"data_time": 0.011263241060078144, "eta_seconds": 127935.97983092535, "iteration": 94439, "loss_fcos_cls": 0.2610570131801069, "loss_fcos_ctr": 0.6214970983564854, "loss_fcos_loc": 0.19861194666009396, "loss_mask": 0.27116644382476807, "loss_maskiou": 0.0059591586905298755, "loss_sem_seg": 0.2913933240342885, "lr": 0.01, "mask_rcnn/accuracy": 0.8669870044360295, "mask_rcnn/false_negative": 0.09610154357905956, "mask_rcnn/false_positive": 0.16328288054997914, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 28.75, "time": 0.7359591452404857, "total_loss": 1.6925126335117966} {"data_time": 0.01028561219573021, "eta_seconds": 127914.87683954835, "iteration": 94459, "loss_fcos_cls": 0.26663788710720837, "loss_fcos_ctr": 0.6231903582811356, "loss_fcos_loc": 0.19857177149970084, "loss_mask": 0.2781398016959429, "loss_maskiou": 0.006023631620337255, "loss_sem_seg": 0.29074488254263997, "lr": 0.01, "mask_rcnn/accuracy": 0.8904977371219572, "mask_rcnn/false_negative": 0.07987808833375372, "mask_rcnn/false_positive": 0.1307394173598796, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.75, "time": 0.7192571200430393, "total_loss": 1.6458988579979632} {"data_time": 0.009780291467905045, "eta_seconds": 127893.33838938363, "iteration": 94479, "loss_fcos_cls": 0.2634167126379907, "loss_fcos_ctr": 0.6180482506752014, "loss_fcos_loc": 0.1975767909316346, "loss_mask": 0.28118935134261847, "loss_maskiou": 0.005937265159445815, "loss_sem_seg": 0.3136492418125272, "lr": 0.01, "mask_rcnn/accuracy": 0.8835749872253449, "mask_rcnn/false_negative": 0.1029538753560777, "mask_rcnn/false_positive": 0.12539400655059646, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.0, "time": 0.7248687287792563, "total_loss": 1.6795728843499091} {"data_time": 0.010551034472882748, "eta_seconds": 127873.53718118649, "iteration": 94499, "loss_fcos_cls": 0.2660105680115521, "loss_fcos_ctr": 0.6218920676037669, "loss_fcos_loc": 0.20728823554236442, "loss_mask": 0.2861127946525812, "loss_maskiou": 0.006269177480135113, "loss_sem_seg": 0.3089387137442827, "lr": 0.01, "mask_rcnn/accuracy": 0.8766369998073744, "mask_rcnn/false_negative": 0.08456724710336183, "mask_rcnn/false_positive": 0.16215702052565892, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7336593875661492, "total_loss": 1.6564195119863143} {"data_time": 0.009764214046299458, "eta_seconds": 127858.96478135046, "iteration": 94519, "loss_fcos_cls": 0.24916340736672282, "loss_fcos_ctr": 0.6179939415305853, "loss_fcos_loc": 0.19175711553543806, "loss_mask": 0.2728012315928936, "loss_maskiou": 0.005800588027341291, "loss_sem_seg": 0.2825871775858104, "lr": 0.01, "mask_rcnn/accuracy": 0.882317561395529, "mask_rcnn/false_negative": 0.1009173822105943, "mask_rcnn/false_positive": 0.13159006276231813, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.738018118776381, "total_loss": 1.63827256935474} {"data_time": 0.01002799067646265, "eta_seconds": 127747.23600593023, "iteration": 94539, "loss_fcos_cls": 0.2676842404762283, "loss_fcos_ctr": 0.6221997160464525, "loss_fcos_loc": 0.1996505082352087, "loss_mask": 0.2804689621552825, "loss_maskiou": 0.00597586938420136, "loss_sem_seg": 0.32246282417327166, "lr": 0.01, "mask_rcnn/accuracy": 0.8759100274725274, "mask_rcnn/false_negative": 0.11294851580355365, "mask_rcnn/false_positive": 0.1263048094940662, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.5, "time": 0.7185100186616182, "total_loss": 1.7187496095211827} {"data_time": 0.009904006496071815, "eta_seconds": 127652.08084213734, "iteration": 94559, "loss_fcos_cls": 0.25918459915556014, "loss_fcos_ctr": 0.6189968762919307, "loss_fcos_loc": 0.19972125231288373, "loss_mask": 0.2658941447734833, "loss_maskiou": 0.0055599784682272, "loss_sem_seg": 0.2802011030726135, "lr": 0.01, "mask_rcnn/accuracy": 0.9034364286449981, "mask_rcnn/false_negative": 0.08519860263753282, "mask_rcnn/false_positive": 0.11458002326013211, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7246185336261988, "total_loss": 1.6282850123097887} {"data_time": 0.009865931235253811, "eta_seconds": 127764.76842626836, "iteration": 94579, "loss_fcos_cls": 0.25662375753745437, "loss_fcos_ctr": 0.6200385354459286, "loss_fcos_loc": 0.2009750431170687, "loss_mask": 0.2633291417732835, "loss_maskiou": 0.005699411194655113, "loss_sem_seg": 0.279992864234373, "lr": 0.01, "mask_rcnn/accuracy": 0.8692044799647434, "mask_rcnn/false_negative": 0.11546758129021376, "mask_rcnn/false_positive": 0.15743612964060688, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7317273635417223, "total_loss": 1.6136690211715177} {"data_time": 0.010961664840579033, "eta_seconds": 127750.20178163331, "iteration": 94599, "loss_fcos_cls": 0.2537809503264725, "loss_fcos_ctr": 0.6189710786566138, "loss_fcos_loc": 0.1984860736411065, "loss_mask": 0.26908445358276367, "loss_maskiou": 0.0052663489113911055, "loss_sem_seg": 0.3213606355711818, "lr": 0.01, "mask_rcnn/accuracy": 0.8992323831706596, "mask_rcnn/false_negative": 0.10751999452458316, "mask_rcnn/false_positive": 0.10848775149001255, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.75, "time": 0.7150805052369833, "total_loss": 1.6654396364319837} {"data_time": 0.010030961595475674, "eta_seconds": 127770.91479442362, "iteration": 94619, "loss_fcos_cls": 0.2554999850690365, "loss_fcos_ctr": 0.6227379431948066, "loss_fcos_loc": 0.2041194741614163, "loss_mask": 0.28658113395795226, "loss_maskiou": 0.006003140355460346, "loss_sem_seg": 0.28790736524388194, "lr": 0.01, "mask_rcnn/accuracy": 0.8919831773363074, "mask_rcnn/false_negative": 0.11129200704647205, "mask_rcnn/false_positive": 0.14313894279478598, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.739800626412034, "total_loss": 1.6777702373365173} {"data_time": 0.010631289333105087, "eta_seconds": 127674.42937881313, "iteration": 94639, "loss_fcos_cls": 0.26257991418242455, "loss_fcos_ctr": 0.6183466613292694, "loss_fcos_loc": 0.19763333455193788, "loss_mask": 0.26196685433387756, "loss_maskiou": 0.005647197031066753, "loss_sem_seg": 0.29405159573070705, "lr": 0.01, "mask_rcnn/accuracy": 0.878740230134607, "mask_rcnn/false_negative": 0.09912436896930363, "mask_rcnn/false_positive": 0.15256841638266308, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.5, "time": 0.7232932364568114, "total_loss": 1.638992218315252} {"data_time": 0.009611771441996098, "eta_seconds": 127756.95798249822, "iteration": 94659, "loss_fcos_cls": 0.2553581362590194, "loss_fcos_ctr": 0.6226355098187923, "loss_fcos_loc": 0.19885830697603524, "loss_mask": 0.25239874701946974, "loss_maskiou": 0.005407270165960654, "loss_sem_seg": 0.30836308328434825, "lr": 0.01, "mask_rcnn/accuracy": 0.8789319115296204, "mask_rcnn/false_negative": 0.10617343387848145, "mask_rcnn/false_positive": 0.14525416698393037, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.25, "time": 0.7345868526026607, "total_loss": 1.6499440118350321} {"data_time": 0.01027220580726862, "eta_seconds": 127747.60843298025, "iteration": 94679, "loss_fcos_cls": 0.2760909281205386, "loss_fcos_ctr": 0.6204964052885771, "loss_fcos_loc": 0.1982949156081304, "loss_mask": 0.26355627458542585, "loss_maskiou": 0.005815216565679293, "loss_sem_seg": 0.3177486499771476, "lr": 0.01, "mask_rcnn/accuracy": 0.8988752693965518, "mask_rcnn/false_negative": 0.07939444091720824, "mask_rcnn/false_positive": 0.1428093516254283, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.25, "time": 0.7286523841321468, "total_loss": 1.6827996322826948} {"data_time": 0.011168173514306545, "eta_seconds": 127771.532728008, "iteration": 94699, "loss_fcos_cls": 0.2570044253952801, "loss_fcos_ctr": 0.6227981681004167, "loss_fcos_loc": 0.20130582968704402, "loss_mask": 0.26730765867978334, "loss_maskiou": 0.005750053285737522, "loss_sem_seg": 0.28023603232577443, "lr": 0.01, "mask_rcnn/accuracy": 0.8972492189810707, "mask_rcnn/false_negative": 0.08272545627707403, "mask_rcnn/false_positive": 0.1022232816789124, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.25, "time": 0.7322558211162686, "total_loss": 1.6380017503834097} {"data_time": 0.009335452690720558, "eta_seconds": 127752.26160987653, "iteration": 94719, "loss_fcos_cls": 0.2550011635757983, "loss_fcos_ctr": 0.6197153190150857, "loss_fcos_loc": 0.1924087757943198, "loss_mask": 0.2750598508864641, "loss_maskiou": 0.005831105849210871, "loss_sem_seg": 0.30988514702767134, "lr": 0.01, "mask_rcnn/accuracy": 0.8775675928973741, "mask_rcnn/false_negative": 0.08839427428722527, "mask_rcnn/false_positive": 0.11700863082352339, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.719014466740191, "total_loss": 1.6477497549894906} {"data_time": 0.010621105320751667, "eta_seconds": 127780.3235740792, "iteration": 94739, "loss_fcos_cls": 0.2584125373978168, "loss_fcos_ctr": 0.6253174850717187, "loss_fcos_loc": 0.2075281534343958, "loss_mask": 0.27039212128147483, "loss_maskiou": 0.0058427213516552, "loss_sem_seg": 0.2634727950207889, "lr": 0.01, "mask_rcnn/accuracy": 0.896710691665829, "mask_rcnn/false_negative": 0.07337078793106286, "mask_rcnn/false_positive": 0.14768676489970378, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 39.5, "time": 0.7354578096419573, "total_loss": 1.6487002166904858} {"data_time": 0.010423130355775356, "eta_seconds": 127723.1079054568, "iteration": 94759, "loss_fcos_cls": 0.26097967324312776, "loss_fcos_ctr": 0.615587318316102, "loss_fcos_loc": 0.1856988244690001, "loss_mask": 0.2589886598289013, "loss_maskiou": 0.00536084602936171, "loss_sem_seg": 0.2840976845473051, "lr": 0.01, "mask_rcnn/accuracy": 0.8879555393586006, "mask_rcnn/false_negative": 0.08889207434708601, "mask_rcnn/false_positive": 0.11516083515220013, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7177566960453987, "total_loss": 1.6229870577008114} {"data_time": 0.011563299223780632, "eta_seconds": 127713.22317690309, "iteration": 94779, "loss_fcos_cls": 0.26784053235314786, "loss_fcos_ctr": 0.6225633746944368, "loss_fcos_loc": 0.20591664093080908, "loss_mask": 0.26552902814000845, "loss_maskiou": 0.006170723543618806, "loss_sem_seg": 0.2565450689289719, "lr": 0.01, "mask_rcnn/accuracy": 0.8781916694641555, "mask_rcnn/false_negative": 0.09712857653196494, "mask_rcnn/false_positive": 0.13769717493167397, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7306494088843465, "total_loss": 1.6235576306498842} {"data_time": 0.010200723074376583, "eta_seconds": 127676.93832191639, "iteration": 94799, "loss_fcos_cls": 0.25719763338565826, "loss_fcos_ctr": 0.6235490925610065, "loss_fcos_loc": 0.20534546300768852, "loss_mask": 0.2738728951662779, "loss_maskiou": 0.005459214371512644, "loss_sem_seg": 0.2766475835815072, "lr": 0.01, "mask_rcnn/accuracy": 0.895765864485329, "mask_rcnn/false_negative": 0.09213182166966138, "mask_rcnn/false_positive": 0.14569109470203384, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7195324180647731, "total_loss": 1.6655803994108282} {"data_time": 0.009730042889714241, "eta_seconds": 127659.28150827065, "iteration": 94819, "loss_fcos_cls": 0.2642384450882673, "loss_fcos_ctr": 0.6198277045041323, "loss_fcos_loc": 0.19050271378364414, "loss_mask": 0.2705487748607993, "loss_maskiou": 0.005497557751368731, "loss_sem_seg": 0.3002710323780775, "lr": 0.01, "mask_rcnn/accuracy": 0.8982660733466319, "mask_rcnn/false_negative": 0.07635038514998817, "mask_rcnn/false_positive": 0.11296770892176032, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7251966372132301, "total_loss": 1.6576304784612148} {"data_time": 0.009525716304779053, "eta_seconds": 127654.82778513897, "iteration": 94839, "loss_fcos_cls": 0.26555689750239253, "loss_fcos_ctr": 0.6223495788872242, "loss_fcos_loc": 0.20361850131303072, "loss_mask": 0.27901455853134394, "loss_maskiou": 0.006556163933055359, "loss_sem_seg": 0.2993295290507376, "lr": 0.01, "mask_rcnn/accuracy": 0.8968346774193549, "mask_rcnn/false_negative": 0.08912332856057562, "mask_rcnn/false_positive": 0.11227183062510143, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 24.75, "time": 0.7272742781788111, "total_loss": 1.6646884512447286} {"data_time": 0.0099286874756217, "eta_seconds": 127650.22364440747, "iteration": 94859, "loss_fcos_cls": 0.2613962593022734, "loss_fcos_ctr": 0.6235477337613702, "loss_fcos_loc": 0.20405623508850113, "loss_mask": 0.26693310495465994, "loss_maskiou": 0.005824028528877534, "loss_sem_seg": 0.2942513693124056, "lr": 0.01, "mask_rcnn/accuracy": 0.9010849826297505, "mask_rcnn/false_negative": 0.08724089428011914, "mask_rcnn/false_positive": 0.11854797477152179, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7335072150453925, "total_loss": 1.6393661347829038} {"data_time": 0.009681159630417824, "eta_seconds": 127635.6467921976, "iteration": 94879, "loss_fcos_cls": 0.2696617648471147, "loss_fcos_ctr": 0.6210809638723731, "loss_fcos_loc": 0.20079946739133447, "loss_mask": 0.2654162794351578, "loss_maskiou": 0.005908489707508124, "loss_sem_seg": 0.3274713531136513, "lr": 0.01, "mask_rcnn/accuracy": 0.8922893205347058, "mask_rcnn/false_negative": 0.10300770741464121, "mask_rcnn/false_positive": 0.13555527176272097, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.25, "time": 0.7362494766712189, "total_loss": 1.7061109112401027} {"data_time": 0.009858643636107445, "eta_seconds": 127695.19868722279, "iteration": 94899, "loss_fcos_cls": 0.2716071994509548, "loss_fcos_ctr": 0.6176648177206516, "loss_fcos_loc": 0.19174569239839911, "loss_mask": 0.2714533619582653, "loss_maskiou": 0.005447166688099969, "loss_sem_seg": 0.28129772702232003, "lr": 0.01, "mask_rcnn/accuracy": 0.8803354774924324, "mask_rcnn/false_negative": 0.0842621276629896, "mask_rcnn/false_positive": 0.12460541623214183, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.0, "time": 0.7561175432056189, "total_loss": 1.66053617210855} {"data_time": 0.009817923419177532, "eta_seconds": 127707.65863566194, "iteration": 94919, "loss_fcos_cls": 0.2544235266977921, "loss_fcos_ctr": 0.6188947921618819, "loss_fcos_loc": 0.19132413459010422, "loss_mask": 0.2625188631936908, "loss_maskiou": 0.005556780015467666, "loss_sem_seg": 0.32015285082161427, "lr": 0.01, "mask_rcnn/accuracy": 0.8855601615646258, "mask_rcnn/false_negative": 0.09891997050860268, "mask_rcnn/false_positive": 0.12984800172263092, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.5, "time": 0.736184224486351, "total_loss": 1.6439968710747053} {"data_time": 0.010229569859802723, "eta_seconds": 127689.10758208483, "iteration": 94939, "loss_fcos_cls": 0.25522604724392295, "loss_fcos_ctr": 0.618193625472486, "loss_fcos_loc": 0.19509535981342196, "loss_mask": 0.27124480716884136, "loss_maskiou": 0.005297345080180094, "loss_sem_seg": 0.2891837996430695, "lr": 0.01, "mask_rcnn/accuracy": 0.8924168861092825, "mask_rcnn/false_negative": 0.09494722413511049, "mask_rcnn/false_positive": 0.1270200852701111, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7250913931056857, "total_loss": 1.6289385683921864} {"data_time": 0.010089736431837082, "eta_seconds": 127691.40666711051, "iteration": 94959, "loss_fcos_cls": 0.25012741098180413, "loss_fcos_ctr": 0.6203232193365693, "loss_fcos_loc": 0.19373406772501767, "loss_mask": 0.2625082693994045, "loss_maskiou": 0.005812316907395143, "loss_sem_seg": 0.30019620154052973, "lr": 0.01, "mask_rcnn/accuracy": 0.89064871954544, "mask_rcnn/false_negative": 0.09393306707065142, "mask_rcnn/false_positive": 0.13045384503667218, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.75, "time": 0.733463492244482, "total_loss": 1.6802708779432578} {"data_time": 0.00977209210395813, "eta_seconds": 127663.89340974856, "iteration": 94979, "loss_fcos_cls": 0.26401942933443934, "loss_fcos_ctr": 0.6207570750266314, "loss_fcos_loc": 0.19281923095695674, "loss_mask": 0.27318495605140924, "loss_maskiou": 0.005783620737929596, "loss_sem_seg": 0.27112073148600757, "lr": 0.01, "mask_rcnn/accuracy": 0.8771636112071948, "mask_rcnn/false_negative": 0.0933729265503361, "mask_rcnn/false_positive": 0.13962735714596694, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.5, "time": 0.7197154527530074, "total_loss": 1.6517041778570274} {"data_time": 0.009227546863257885, "eta_seconds": 127679.62005010527, "iteration": 94999, "loss_fcos_cls": 0.26700582657940686, "loss_fcos_ctr": 0.6165918977931142, "loss_fcos_loc": 0.19421035947743803, "loss_mask": 0.2606193283572793, "loss_maskiou": 0.005940921044384595, "loss_sem_seg": 0.3265299992635846, "lr": 0.01, "mask_rcnn/accuracy": 0.889934478255588, "mask_rcnn/false_negative": 0.08854409884441236, "mask_rcnn/false_positive": 0.13540610070974873, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.25, "time": 0.753026694059372, "total_loss": 1.6807745081896428} {"data_time": 0.010151677764952183, "eta_seconds": 127634.71659247298, "iteration": 95019, "loss_fcos_cls": 0.26416922523640096, "loss_fcos_ctr": 0.6204445995390415, "loss_fcos_loc": 0.20211584155913442, "loss_mask": 0.2645023800432682, "loss_maskiou": 0.005810882699734066, "loss_sem_seg": 0.26937621436081827, "lr": 0.01, "mask_rcnn/accuracy": 0.8855602226522793, "mask_rcnn/false_negative": 0.09673192595120954, "mask_rcnn/false_positive": 0.13208529189388674, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7178762257099152, "total_loss": 1.6481846620081342} {"data_time": 0.010016589425504208, "eta_seconds": 127667.5633032769, "iteration": 95039, "loss_fcos_cls": 0.27107954351231456, "loss_fcos_ctr": 0.619305144995451, "loss_fcos_loc": 0.1993094072677195, "loss_mask": 0.27479172497987747, "loss_maskiou": 0.00665078338352032, "loss_sem_seg": 0.26532941265031695, "lr": 0.01, "mask_rcnn/accuracy": 0.8860121355190651, "mask_rcnn/false_negative": 0.08042792901246293, "mask_rcnn/false_positive": 0.16449906618846705, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7468140879645944, "total_loss": 1.64986708543438} {"data_time": 0.009850095957517624, "eta_seconds": 127669.55327218678, "iteration": 95059, "loss_fcos_cls": 0.2602318001445383, "loss_fcos_ctr": 0.6189507991075516, "loss_fcos_loc": 0.19406325940508395, "loss_mask": 0.25781609187833965, "loss_maskiou": 0.00574544224946294, "loss_sem_seg": 0.2570203023497015, "lr": 0.01, "mask_rcnn/accuracy": 0.8823659254891888, "mask_rcnn/false_negative": 0.08145931094142014, "mask_rcnn/false_positive": 0.1458422067058463, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.5, "time": 0.7232047542929649, "total_loss": 1.5741674466262339} {"data_time": 0.010532684624195099, "eta_seconds": 127654.95754525345, "iteration": 95079, "loss_fcos_cls": 0.2499436209909618, "loss_fcos_ctr": 0.6181590938940644, "loss_fcos_loc": 0.19088690949138254, "loss_mask": 0.26323679741472006, "loss_maskiou": 0.005780327519460116, "loss_sem_seg": 0.31133397994562984, "lr": 0.01, "mask_rcnn/accuracy": 0.8857770099798161, "mask_rcnn/false_negative": 0.09193983805531955, "mask_rcnn/false_positive": 0.1456619992652452, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.25, "time": 0.7447476265951991, "total_loss": 1.6488460564251} {"data_time": 0.0116318603977561, "eta_seconds": 127712.22252835147, "iteration": 95099, "loss_fcos_cls": 0.26524125481955707, "loss_fcos_ctr": 0.6201366214081645, "loss_fcos_loc": 0.20001023029908538, "loss_mask": 0.2652001390233636, "loss_maskiou": 0.005797058256575838, "loss_sem_seg": 0.31125434511341155, "lr": 0.01, "mask_rcnn/accuracy": 0.8880168433739862, "mask_rcnn/false_negative": 0.07838770465464188, "mask_rcnn/false_positive": 0.14670535646633467, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7453124402090907, "total_loss": 1.6447365671338048} {"data_time": 0.010198292322456837, "eta_seconds": 127695.66755692195, "iteration": 95119, "loss_fcos_cls": 0.2658503024140373, "loss_fcos_ctr": 0.6205552741885185, "loss_fcos_loc": 0.19771274115191773, "loss_mask": 0.2770929839462042, "loss_maskiou": 0.005748074210714549, "loss_sem_seg": 0.2805391610600054, "lr": 0.01, "mask_rcnn/accuracy": 0.8740667599085967, "mask_rcnn/false_negative": 0.10517906292514947, "mask_rcnn/false_positive": 0.14621301852293425, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7069405214861035, "total_loss": 1.6452046328922734} {"data_time": 0.01057736948132515, "eta_seconds": 127681.06383581366, "iteration": 95139, "loss_fcos_cls": 0.2615790884010494, "loss_fcos_ctr": 0.6186553798615932, "loss_fcos_loc": 0.19023193698376417, "loss_mask": 0.27294642198830843, "loss_maskiou": 0.005461282227770425, "loss_sem_seg": 0.3074105663690716, "lr": 0.01, "mask_rcnn/accuracy": 0.8684775187447242, "mask_rcnn/false_negative": 0.10166943460141672, "mask_rcnn/false_positive": 0.17264412403941373, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.5, "time": 0.7425800310447812, "total_loss": 1.66239210036656} {"data_time": 0.010111982934176922, "eta_seconds": 127532.59773200843, "iteration": 95159, "loss_fcos_cls": 0.2527949479408562, "loss_fcos_ctr": 0.619789375923574, "loss_fcos_loc": 0.20100805652327836, "loss_mask": 0.27273639757186174, "loss_maskiou": 0.005972453313006554, "loss_sem_seg": 0.28596797678619623, "lr": 0.01, "mask_rcnn/accuracy": 0.8908907189530095, "mask_rcnn/false_negative": 0.09859073594231776, "mask_rcnn/false_positive": 0.116666814035916, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.0, "time": 0.7145958291366696, "total_loss": 1.6470041684078751} {"data_time": 0.009980221278965473, "eta_seconds": 127540.62380284257, "iteration": 95179, "loss_fcos_cls": 0.2620228957384825, "loss_fcos_ctr": 0.6179810911417007, "loss_fcos_loc": 0.201049868715927, "loss_mask": 0.2699496876448393, "loss_maskiou": 0.005386100790929049, "loss_sem_seg": 0.2918247850611806, "lr": 0.01, "mask_rcnn/accuracy": 0.8968275700203411, "mask_rcnn/false_negative": 0.08093946657035793, "mask_rcnn/false_positive": 0.14434918019582232, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7323044203221798, "total_loss": 1.6440279429261864} {"data_time": 0.0103142773732543, "eta_seconds": 127560.01047309022, "iteration": 95199, "loss_fcos_cls": 0.26238176389597356, "loss_fcos_ctr": 0.6200280389748514, "loss_fcos_loc": 0.19804209982976317, "loss_mask": 0.27961370162665844, "loss_maskiou": 0.00571004742232617, "loss_sem_seg": 0.30831750854849815, "lr": 0.01, "mask_rcnn/accuracy": 0.8784204895880254, "mask_rcnn/false_negative": 0.10549203132789758, "mask_rcnn/false_positive": 0.14934442699904593, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 36.0, "time": 0.7317900024354458, "total_loss": 1.6849902523536002} {"data_time": 0.010258122347295284, "eta_seconds": 127591.44011138007, "iteration": 95219, "loss_fcos_cls": 0.2716093967901543, "loss_fcos_ctr": 0.6171941021457314, "loss_fcos_loc": 0.20167802274227142, "loss_mask": 0.26732199266552925, "loss_maskiou": 0.005230339753325097, "loss_sem_seg": 0.302196892676875, "lr": 0.01, "mask_rcnn/accuracy": 0.8940482150804248, "mask_rcnn/false_negative": 0.07854973434016471, "mask_rcnn/false_positive": 0.11751584757861837, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 25.0, "time": 0.7378080887719989, "total_loss": 1.6449571254779585} {"data_time": 0.009977906011044979, "eta_seconds": 127505.7903460851, "iteration": 95239, "loss_fcos_cls": 0.272607090882957, "loss_fcos_ctr": 0.6188409384340048, "loss_fcos_loc": 0.20480884634889662, "loss_mask": 0.2698560105636716, "loss_maskiou": 0.0055777379966457374, "loss_sem_seg": 0.3027522237971425, "lr": 0.01, "mask_rcnn/accuracy": 0.881983418367347, "mask_rcnn/false_negative": 0.09581901566858142, "mask_rcnn/false_positive": 0.15333068185890586, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 26.5, "time": 0.7198494877666235, "total_loss": 1.678300674451748} {"data_time": 0.010359621606767178, "eta_seconds": 127562.23981155083, "iteration": 95259, "loss_fcos_cls": 0.27568325586616993, "loss_fcos_ctr": 0.6213153377175331, "loss_fcos_loc": 0.19827015802729875, "loss_mask": 0.27652996871620417, "loss_maskiou": 0.00563656009035185, "loss_sem_seg": 0.32989929080940783, "lr": 0.01, "mask_rcnn/accuracy": 0.8939786468492692, "mask_rcnn/false_negative": 0.09305292551936323, "mask_rcnn/false_positive": 0.1248688424318648, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7417326178401709, "total_loss": 1.7134781729837414} {"data_time": 0.010311638936400414, "eta_seconds": 127610.665158947, "iteration": 95279, "loss_fcos_cls": 0.2662805891595781, "loss_fcos_ctr": 0.6181126115843654, "loss_fcos_loc": 0.19581329822540283, "loss_mask": 0.2656311737373471, "loss_maskiou": 0.0066418369533494115, "loss_sem_seg": 0.30548922857269645, "lr": 0.01, "mask_rcnn/accuracy": 0.8885820320030846, "mask_rcnn/false_negative": 0.1107926883809997, "mask_rcnn/false_positive": 0.13180019747413088, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.7333146389573812, "total_loss": 1.675722668194794} {"data_time": 0.009837391786277294, "eta_seconds": 127659.72298458032, "iteration": 95299, "loss_fcos_cls": 0.2799997250549495, "loss_fcos_ctr": 0.6192306010052562, "loss_fcos_loc": 0.20014360826462507, "loss_mask": 0.2786839324980974, "loss_maskiou": 0.006305162292846944, "loss_sem_seg": 0.29254054836928844, "lr": 0.01, "mask_rcnn/accuracy": 0.8904350785601878, "mask_rcnn/false_negative": 0.08404122339579367, "mask_rcnn/false_positive": 0.1325788191857221, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 22.75, "time": 0.7421382898464799, "total_loss": 1.6757078295122483} {"data_time": 0.0104658929631114, "eta_seconds": 127645.1083317753, "iteration": 95319, "loss_fcos_cls": 0.25039418740198016, "loss_fcos_ctr": 0.623844982124865, "loss_fcos_loc": 0.19995013647712767, "loss_mask": 0.2649813871830702, "loss_maskiou": 0.006187539911479689, "loss_sem_seg": 0.3134644948877394, "lr": 0.01, "mask_rcnn/accuracy": 0.8779297534616683, "mask_rcnn/false_negative": 0.09498489876601526, "mask_rcnn/false_positive": 0.15064946988266056, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.7315188059583306, "total_loss": 1.6839292131335242} {"data_time": 0.009866596199572086, "eta_seconds": 127630.49367897026, "iteration": 95339, "loss_fcos_cls": 0.25317972525954247, "loss_fcos_ctr": 0.6192855769768357, "loss_fcos_loc": 0.19429226499050856, "loss_mask": 0.27045288076624274, "loss_maskiou": 0.005292199763061944, "loss_sem_seg": 0.3204407589510083, "lr": 0.01, "mask_rcnn/accuracy": 0.8922072810784545, "mask_rcnn/false_negative": 0.06645825707250291, "mask_rcnn/false_positive": 0.15939866288886964, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.75, "time": 0.7309164889156818, "total_loss": 1.6277868703764398} {"data_time": 0.012979895807802677, "eta_seconds": 127745.96255487576, "iteration": 95359, "loss_fcos_cls": 0.2814376298338175, "loss_fcos_ctr": 0.6220296900719404, "loss_fcos_loc": 0.20292845857329667, "loss_mask": 0.2732565104961395, "loss_maskiou": 0.00616598800115753, "loss_sem_seg": 0.29747312259860337, "lr": 0.01, "mask_rcnn/accuracy": 0.8729031215201695, "mask_rcnn/false_negative": 0.11080578618453069, "mask_rcnn/false_positive": 0.16551809316016025, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7378585077822208, "total_loss": 1.6755591814871877} {"data_time": 0.01099125761538744, "eta_seconds": 127674.76854292117, "iteration": 95379, "loss_fcos_cls": 0.2706378507427871, "loss_fcos_ctr": 0.6212488617748022, "loss_fcos_loc": 0.19526369136292487, "loss_mask": 0.2668456262908876, "loss_maskiou": 0.006101804436184466, "loss_sem_seg": 0.2861486226320267, "lr": 0.01, "mask_rcnn/accuracy": 0.8996589579264483, "mask_rcnn/false_negative": 0.0913812040198471, "mask_rcnn/false_positive": 0.12327993485115052, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.75, "time": 0.7157919118180871, "total_loss": 1.656045261217514} {"data_time": 0.00887380726635456, "eta_seconds": 127716.70345476642, "iteration": 95399, "loss_fcos_cls": 0.26653692428953946, "loss_fcos_ctr": 0.6215487327426672, "loss_fcos_loc": 0.19477718247799203, "loss_mask": 0.2637446140870452, "loss_maskiou": 0.005683965726348106, "loss_sem_seg": 0.26624396769329906, "lr": 0.01, "mask_rcnn/accuracy": 0.8880877350940376, "mask_rcnn/false_negative": 0.08374084455219746, "mask_rcnn/false_positive": 0.13436199066462123, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7342352829873562, "total_loss": 1.6289002215125947} {"data_time": 0.0101267509162426, "eta_seconds": 127721.84142083488, "iteration": 95419, "loss_fcos_cls": 0.2994401656324044, "loss_fcos_ctr": 0.6239581760019064, "loss_fcos_loc": 0.20595440838951617, "loss_mask": 0.2678640391677618, "loss_maskiou": 0.005496631376445293, "loss_sem_seg": 0.3223730116151273, "lr": 0.01, "mask_rcnn/accuracy": 0.891567397048105, "mask_rcnn/false_negative": 0.0857662122160942, "mask_rcnn/false_positive": 0.12941483197893455, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.5, "time": 0.7337038926780224, "total_loss": 1.6843629527575104} {"data_time": 0.009196707978844643, "eta_seconds": 127707.2096062135, "iteration": 95439, "loss_fcos_cls": 0.27814318239688873, "loss_fcos_ctr": 0.6207922324538231, "loss_fcos_loc": 0.2048183619044721, "loss_mask": 0.27784153167158365, "loss_maskiou": 0.0063815089233685285, "loss_sem_seg": 0.3634835733100772, "lr": 0.01, "mask_rcnn/accuracy": 0.8976125251236858, "mask_rcnn/false_negative": 0.09602660658342979, "mask_rcnn/false_positive": 0.1500280681618247, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.25, "time": 0.72978600487113, "total_loss": 1.7415690259222174} {"data_time": 0.00957170594483614, "eta_seconds": 127708.77531972714, "iteration": 95459, "loss_fcos_cls": 0.28020657878369093, "loss_fcos_ctr": 0.6206118604168296, "loss_fcos_loc": 0.20213283458724618, "loss_mask": 0.27423378825187683, "loss_maskiou": 0.006095206364989281, "loss_sem_seg": 0.35285948775708675, "lr": 0.01, "mask_rcnn/accuracy": 0.8790043991386878, "mask_rcnn/false_negative": 0.10518330581666675, "mask_rcnn/false_positive": 0.13025743101524062, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 40.25, "time": 0.73030149564147, "total_loss": 1.7276003940933151} {"data_time": 0.009690381586551666, "eta_seconds": 127705.96008178126, "iteration": 95479, "loss_fcos_cls": 0.26471508271060884, "loss_fcos_ctr": 0.6224363259971142, "loss_fcos_loc": 0.20621712098363787, "loss_mask": 0.26345545891672373, "loss_maskiou": 0.005843918625032529, "loss_sem_seg": 0.2680865270085633, "lr": 0.01, "mask_rcnn/accuracy": 0.8979742045398392, "mask_rcnn/false_negative": 0.09273873717490885, "mask_rcnn/false_positive": 0.12324575395868274, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.5, "time": 0.7153768688440323, "total_loss": 1.6226858097070362} {"data_time": 0.009798686020076275, "eta_seconds": 127653.19392112456, "iteration": 95499, "loss_fcos_cls": 0.2626188799040392, "loss_fcos_ctr": 0.6184845892712474, "loss_fcos_loc": 0.19511549873277545, "loss_mask": 0.2652516243979335, "loss_maskiou": 0.005629307561321184, "loss_sem_seg": 0.2923170425929129, "lr": 0.01, "mask_rcnn/accuracy": 0.8685470970566445, "mask_rcnn/false_negative": 0.09334850443118932, "mask_rcnn/false_positive": 0.14199282536080815, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.7236754689365625, "total_loss": 1.632227381625853} {"data_time": 0.011024157516658306, "eta_seconds": 127516.82586920634, "iteration": 95519, "loss_fcos_cls": 0.24604015657678246, "loss_fcos_ctr": 0.6197827681899071, "loss_fcos_loc": 0.20113842538557947, "loss_mask": 0.25217620795592666, "loss_maskiou": 0.005323616394889541, "loss_sem_seg": 0.2785162818618119, "lr": 0.01, "mask_rcnn/accuracy": 0.9062882406347452, "mask_rcnn/false_negative": 0.07164648465479508, "mask_rcnn/false_positive": 0.10060219996282499, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 24.75, "time": 0.7110587554052472, "total_loss": 1.610758209877531} {"data_time": 0.010956862010061741, "eta_seconds": 127533.91216245666, "iteration": 95539, "loss_fcos_cls": 0.25576711911708117, "loss_fcos_ctr": 0.6237359740771353, "loss_fcos_loc": 0.21075394260697067, "loss_mask": 0.27394081745296717, "loss_maskiou": 0.005786205911135767, "loss_sem_seg": 0.2929758378304541, "lr": 0.01, "mask_rcnn/accuracy": 0.898669065840622, "mask_rcnn/false_negative": 0.08768572559971796, "mask_rcnn/false_positive": 0.14480575216568864, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.6937266495078802, "total_loss": 1.658430041752581} {"data_time": 0.01015603169798851, "eta_seconds": 127594.71947186999, "iteration": 95559, "loss_fcos_cls": 0.25877990014851093, "loss_fcos_ctr": 0.6211477061733603, "loss_fcos_loc": 0.19739624147769064, "loss_mask": 0.2584289638325572, "loss_maskiou": 0.0054711102493456565, "loss_sem_seg": 0.2870507915504277, "lr": 0.01, "mask_rcnn/accuracy": 0.8733589589682027, "mask_rcnn/false_negative": 0.10042766226864863, "mask_rcnn/false_positive": 0.12308869843413428, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.744112522341311, "total_loss": 1.6291377652960364} {"data_time": 0.010775735601782799, "eta_seconds": 127472.9757677503, "iteration": 95579, "loss_fcos_cls": 0.27232546592131257, "loss_fcos_ctr": 0.6220835205167532, "loss_fcos_loc": 0.20256716420408338, "loss_mask": 0.27696967497467995, "loss_maskiou": 0.00640832343196962, "loss_sem_seg": 0.31997297797352076, "lr": 0.01, "mask_rcnn/accuracy": 0.8692339615271947, "mask_rcnn/false_negative": 0.09469258045950568, "mask_rcnn/false_positive": 0.1726023537763491, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7169393207877874, "total_loss": 1.7093780138238799} {"data_time": 0.009259539656341076, "eta_seconds": 127570.21661923267, "iteration": 95599, "loss_fcos_cls": 0.2698142253793776, "loss_fcos_ctr": 0.6196084376424551, "loss_fcos_loc": 0.1899962609168142, "loss_mask": 0.26092813257128, "loss_maskiou": 0.00572086927422788, "loss_sem_seg": 0.2841750211082399, "lr": 0.01, "mask_rcnn/accuracy": 0.906557881773399, "mask_rcnn/false_negative": 0.08886550534843624, "mask_rcnn/false_positive": 0.11934260773115835, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.7468268806114793, "total_loss": 1.6449798170979193} {"data_time": 0.011554635129868984, "eta_seconds": 127443.7423667796, "iteration": 95619, "loss_fcos_cls": 0.2687804528977722, "loss_fcos_ctr": 0.6240490926429629, "loss_fcos_loc": 0.19456388091202825, "loss_mask": 0.26747438311576843, "loss_maskiou": 0.005341035852325149, "loss_sem_seg": 0.27948737796396017, "lr": 0.01, "mask_rcnn/accuracy": 0.8809078575756919, "mask_rcnn/false_negative": 0.09410093980062986, "mask_rcnn/false_positive": 0.1292901208383375, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.0, "time": 0.7339419610798359, "total_loss": 1.6441590763824934} {"data_time": 0.010202826000750065, "eta_seconds": 127447.14275498316, "iteration": 95639, "loss_fcos_cls": 0.2611013494897634, "loss_fcos_ctr": 0.6185361677780747, "loss_fcos_loc": 0.18520192755386233, "loss_mask": 0.25977591425180435, "loss_maskiou": 0.005696795851690695, "loss_sem_seg": 0.27487159287557006, "lr": 0.01, "mask_rcnn/accuracy": 0.8928114370748299, "mask_rcnn/false_negative": 0.07621125040009744, "mask_rcnn/false_positive": 0.15773000873229487, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7372274789959192, "total_loss": 1.5944991870055674} {"data_time": 0.010245302692055702, "eta_seconds": 127414.5089658089, "iteration": 95659, "loss_fcos_cls": 0.2543355575762689, "loss_fcos_ctr": 0.6202791128307581, "loss_fcos_loc": 0.19516715547069907, "loss_mask": 0.26827279198914766, "loss_maskiou": 0.005328843522875104, "loss_sem_seg": 0.2769847782328725, "lr": 0.01, "mask_rcnn/accuracy": 0.8761329858030169, "mask_rcnn/false_negative": 0.10817662657052038, "mask_rcnn/false_positive": 0.1425008955609321, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7239788165315986, "total_loss": 1.6175365215240163} {"data_time": 0.010051761753857136, "eta_seconds": 127417.90522072837, "iteration": 95679, "loss_fcos_cls": 0.26805676554795355, "loss_fcos_ctr": 0.6213698657229543, "loss_fcos_loc": 0.19858385506086051, "loss_mask": 0.26187178306281567, "loss_maskiou": 0.005351274583517807, "loss_sem_seg": 0.3126970645971596, "lr": 0.01, "mask_rcnn/accuracy": 0.8669025770030234, "mask_rcnn/false_negative": 0.08979450507095785, "mask_rcnn/false_positive": 0.18282798332007588, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 39.0, "time": 0.7274797409772873, "total_loss": 1.681083286042849} {"data_time": 0.010522162541747093, "eta_seconds": 127403.28645360097, "iteration": 95699, "loss_fcos_cls": 0.25890532473567873, "loss_fcos_ctr": 0.6202812371775508, "loss_fcos_loc": 0.19497790792956948, "loss_mask": 0.2687227902933955, "loss_maskiou": 0.005600429270998575, "loss_sem_seg": 0.3046912862919271, "lr": 0.01, "mask_rcnn/accuracy": 0.8753109644260119, "mask_rcnn/false_negative": 0.10099106726968515, "mask_rcnn/false_positive": 0.12697568772997314, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.0, "time": 0.7344502946361899, "total_loss": 1.6389720683146152} {"data_time": 0.009671629406511784, "eta_seconds": 127370.65886435285, "iteration": 95719, "loss_fcos_cls": 0.2548524457961321, "loss_fcos_ctr": 0.6187497433274984, "loss_fcos_loc": 0.19556407118216157, "loss_mask": 0.2667874125763774, "loss_maskiou": 0.005290533248626161, "loss_sem_seg": 0.2836576718837023, "lr": 0.01, "mask_rcnn/accuracy": 0.8861560207267563, "mask_rcnn/false_negative": 0.08144559352238401, "mask_rcnn/false_positive": 0.13959818690395756, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.725664371624589, "total_loss": 1.6273011688972474} {"data_time": 0.010879664681851864, "eta_seconds": 127266.49461691082, "iteration": 95739, "loss_fcos_cls": 0.2675195070914924, "loss_fcos_ctr": 0.6189583018422127, "loss_fcos_loc": 0.19512684748042375, "loss_mask": 0.28060516994446516, "loss_maskiou": 0.006458554897108115, "loss_sem_seg": 0.26769325882196426, "lr": 0.01, "mask_rcnn/accuracy": 0.8807857692818875, "mask_rcnn/false_negative": 0.11742743312086396, "mask_rcnn/false_positive": 0.11115351967306263, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.75, "time": 0.7225170759484172, "total_loss": 1.66771979672194} {"data_time": 0.01077181100845337, "eta_seconds": 127359.43015221879, "iteration": 95759, "loss_fcos_cls": 0.2727544824592769, "loss_fcos_ctr": 0.6224665166810155, "loss_fcos_loc": 0.1927623878000304, "loss_mask": 0.28008928522467613, "loss_maskiou": 0.006072914213291369, "loss_sem_seg": 0.27985353069379926, "lr": 0.01, "mask_rcnn/accuracy": 0.8804022345435719, "mask_rcnn/false_negative": 0.0786471917756596, "mask_rcnn/false_positive": 0.14057779190977016, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7310610925778747, "total_loss": 1.6820411958324257} {"data_time": 0.010444719344377518, "eta_seconds": 127372.27482723445, "iteration": 95779, "loss_fcos_cls": 0.2510069231502712, "loss_fcos_ctr": 0.6201317440718412, "loss_fcos_loc": 0.18777243827935308, "loss_mask": 0.2675613909959793, "loss_maskiou": 0.005468088551424444, "loss_sem_seg": 0.2691541474778205, "lr": 0.01, "mask_rcnn/accuracy": 0.8935682760320037, "mask_rcnn/false_negative": 0.08616695859680013, "mask_rcnn/false_positive": 0.11654349758791818, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7363820653408766, "total_loss": 1.6219193651850219} {"data_time": 0.010928327217698097, "eta_seconds": 127423.92133810557, "iteration": 95799, "loss_fcos_cls": 0.2545045157894492, "loss_fcos_ctr": 0.6224644770845771, "loss_fcos_loc": 0.20476862112991512, "loss_mask": 0.2789827724918723, "loss_maskiou": 0.006300294990069233, "loss_sem_seg": 0.3071457967162132, "lr": 0.01, "mask_rcnn/accuracy": 0.8778119202226345, "mask_rcnn/false_negative": 0.09756139477567072, "mask_rcnn/false_positive": 0.14877924669151787, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.73032212164253, "total_loss": 1.703296048050106} {"data_time": 0.010819589719176292, "eta_seconds": 127419.10344568454, "iteration": 95819, "loss_fcos_cls": 0.2746371023822576, "loss_fcos_ctr": 0.6200008792802691, "loss_fcos_loc": 0.2119297501631081, "loss_mask": 0.2906705141067505, "loss_maskiou": 0.006541607050166931, "loss_sem_seg": 0.3068123725242913, "lr": 0.01, "mask_rcnn/accuracy": 0.8668515914888683, "mask_rcnn/false_negative": 0.08179771218815296, "mask_rcnn/false_positive": 0.1531229578429758, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7337708789855242, "total_loss": 1.693595341319451} {"data_time": 0.00998075120151043, "eta_seconds": 127414.57331378572, "iteration": 95839, "loss_fcos_cls": 0.26043522520922124, "loss_fcos_ctr": 0.617699989117682, "loss_fcos_loc": 0.1888425601646304, "loss_mask": 0.2646957724355161, "loss_maskiou": 0.005595596756393206, "loss_sem_seg": 0.26778209675103426, "lr": 0.01, "mask_rcnn/accuracy": 0.8915266241267397, "mask_rcnn/false_negative": 0.08842276343891746, "mask_rcnn/false_positive": 0.13253019822213846, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.5, "time": 0.7317613270133734, "total_loss": 1.618883910776276} {"data_time": 0.01079298835247755, "eta_seconds": 127382.13835546095, "iteration": 95859, "loss_fcos_cls": 0.25815461529418826, "loss_fcos_ctr": 0.6188430339097977, "loss_fcos_loc": 0.19150241161696613, "loss_mask": 0.27061000373214483, "loss_maskiou": 0.00549207203584956, "loss_sem_seg": 0.29281358886510134, "lr": 0.01, "mask_rcnn/accuracy": 0.8962996777658432, "mask_rcnn/false_negative": 0.09876009453646428, "mask_rcnn/false_positive": 0.09836225407068946, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.736306450329721, "total_loss": 1.6326563699476537} {"data_time": 0.00978467334061861, "eta_seconds": 127329.5652428735, "iteration": 95879, "loss_fcos_cls": 0.2575908792205155, "loss_fcos_ctr": 0.6182746300473809, "loss_fcos_loc": 0.19776330911554396, "loss_mask": 0.27379807084798813, "loss_maskiou": 0.005417705935542472, "loss_sem_seg": 0.2933235086966306, "lr": 0.01, "mask_rcnn/accuracy": 0.8782246664899727, "mask_rcnn/false_negative": 0.1009776507983253, "mask_rcnn/false_positive": 0.13243431176863463, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.25, "time": 0.7239843076094985, "total_loss": 1.624124644389667} {"data_time": 0.009914579801261425, "eta_seconds": 127133.09058033116, "iteration": 95899, "loss_fcos_cls": 0.2627391298301518, "loss_fcos_ctr": 0.6177257103845477, "loss_fcos_loc": 0.18901207973249257, "loss_mask": 0.27565343864262104, "loss_maskiou": 0.00573927257937612, "loss_sem_seg": 0.29759174305945635, "lr": 0.01, "mask_rcnn/accuracy": 0.8698930431547619, "mask_rcnn/false_negative": 0.08342445402883752, "mask_rcnn/false_positive": 0.17986118910647567, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.5, "time": 0.7235601553693414, "total_loss": 1.6629545717587462} {"data_time": 0.01006665825843811, "eta_seconds": 127058.3476880053, "iteration": 95919, "loss_fcos_cls": 0.2615925839636475, "loss_fcos_ctr": 0.6220509111881256, "loss_fcos_loc": 0.19819769589230418, "loss_mask": 0.2546772356145084, "loss_maskiou": 0.004840500980208162, "loss_sem_seg": 0.25070071732625365, "lr": 0.01, "mask_rcnn/accuracy": 0.8986177599393962, "mask_rcnn/false_negative": 0.082190703477607, "mask_rcnn/false_positive": 0.10423901787227266, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.25, "time": 0.7254851721227169, "total_loss": 1.60543450723344} {"data_time": 0.01013979408890009, "eta_seconds": 127043.7500756653, "iteration": 95939, "loss_fcos_cls": 0.2725514769554138, "loss_fcos_ctr": 0.6178476782515645, "loss_fcos_loc": 0.19100992195308208, "loss_mask": 0.2643709094263613, "loss_maskiou": 0.005171849319594912, "loss_sem_seg": 0.2863566316664219, "lr": 0.01, "mask_rcnn/accuracy": 0.8804142183310637, "mask_rcnn/false_negative": 0.09598129910973288, "mask_rcnn/false_positive": 0.1416599232242733, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.721115599386394, "total_loss": 1.6266836387876538} {"data_time": 0.00989640410989523, "eta_seconds": 127042.53625735268, "iteration": 95959, "loss_fcos_cls": 0.27076542447321117, "loss_fcos_ctr": 0.6232633693143725, "loss_fcos_loc": 0.20319632277823985, "loss_mask": 0.2609953158535063, "loss_maskiou": 0.005637105892674299, "loss_sem_seg": 0.2977237687446177, "lr": 0.01, "mask_rcnn/accuracy": 0.8897610286632338, "mask_rcnn/false_negative": 0.0969360831246543, "mask_rcnn/false_positive": 0.13382696666586996, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.5, "time": 0.7653705319389701, "total_loss": 1.689069225845742} {"data_time": 0.009869596920907497, "eta_seconds": 126961.28789357655, "iteration": 95979, "loss_fcos_cls": 0.2559574991464615, "loss_fcos_ctr": 0.6202828884124756, "loss_fcos_loc": 0.18525972438510507, "loss_mask": 0.25219724467024207, "loss_maskiou": 0.005017329778638668, "loss_sem_seg": 0.27458382630720735, "lr": 0.01, "mask_rcnn/accuracy": 0.8875880709426628, "mask_rcnn/false_negative": 0.0893463863506298, "mask_rcnn/false_positive": 0.1488622796994194, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.0, "time": 0.7139772707596421, "total_loss": 1.633218369417591} {"data_time": 0.009997646324336529, "eta_seconds": 126835.5165744191, "iteration": 95999, "loss_fcos_cls": 0.266197772230953, "loss_fcos_ctr": 0.6203012252226472, "loss_fcos_loc": 0.20045425079297274, "loss_mask": 0.279524908401072, "loss_maskiou": 0.005500925617525354, "loss_sem_seg": 0.3256117785349488, "lr": 0.01, "mask_rcnn/accuracy": 0.8844370518477662, "mask_rcnn/false_negative": 0.07796473366869794, "mask_rcnn/false_positive": 0.13836297095612798, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7322382777929306, "total_loss": 1.7220464451384032} {"data_time": 0.010795632377266884, "eta_seconds": 126927.21412574314, "iteration": 96019, "loss_fcos_cls": 0.2663812127429992, "loss_fcos_ctr": 0.6214627977460623, "loss_fcos_loc": 0.20490387093741447, "loss_mask": 0.2658251477405429, "loss_maskiou": 0.005929422186454758, "loss_sem_seg": 0.29148136684671044, "lr": 0.01, "mask_rcnn/accuracy": 0.8756609075938555, "mask_rcnn/false_negative": 0.09530402813618688, "mask_rcnn/false_positive": 0.1557174584315211, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.75, "time": 0.7362294411286712, "total_loss": 1.653507662253105} {"data_time": 0.01017004530876875, "eta_seconds": 126718.15737764351, "iteration": 96039, "loss_fcos_cls": 0.2563597704283893, "loss_fcos_ctr": 0.6210313085466623, "loss_fcos_loc": 0.20001528761349618, "loss_mask": 0.27409395575523376, "loss_maskiou": 0.0056374533887719736, "loss_sem_seg": 0.2858050656504929, "lr": 0.01, "mask_rcnn/accuracy": 0.8849087124673478, "mask_rcnn/false_negative": 0.0886611814958714, "mask_rcnn/false_positive": 0.14634612454948182, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.720208135433495, "total_loss": 1.6017268252489885} {"data_time": 0.010143792256712914, "eta_seconds": 126703.58880682848, "iteration": 96059, "loss_fcos_cls": 0.26306948345154524, "loss_fcos_ctr": 0.6206998154520988, "loss_fcos_loc": 0.19301370298489928, "loss_mask": 0.2618357576429844, "loss_maskiou": 0.005616322509013116, "loss_sem_seg": 0.30789436027407646, "lr": 0.01, "mask_rcnn/accuracy": 0.9116326530612244, "mask_rcnn/false_negative": 0.07032842534648745, "mask_rcnn/false_positive": 0.12368654129980777, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.5, "time": 0.7274240963160992, "total_loss": 1.6955434752962901} {"data_time": 0.010061233304440975, "eta_seconds": 126689.02023601346, "iteration": 96079, "loss_fcos_cls": 0.27917780820280313, "loss_fcos_ctr": 0.62099264934659, "loss_fcos_loc": 0.2026679638074711, "loss_mask": 0.25739030353724957, "loss_maskiou": 0.00558393208484631, "loss_sem_seg": 0.3145197303965688, "lr": 0.01, "mask_rcnn/accuracy": 0.8896349171138435, "mask_rcnn/false_negative": 0.0911047572262203, "mask_rcnn/false_positive": 0.12637825022266552, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7379299849271774, "total_loss": 1.70182610599295} {"data_time": 0.009276391938328743, "eta_seconds": 126762.62301830482, "iteration": 96099, "loss_fcos_cls": 0.2580537328030914, "loss_fcos_ctr": 0.6228938102722168, "loss_fcos_loc": 0.20015830220654607, "loss_mask": 0.2611342826858163, "loss_maskiou": 0.0058124717179453, "loss_sem_seg": 0.2949701111065224, "lr": 0.01, "mask_rcnn/accuracy": 0.8893870617636669, "mask_rcnn/false_negative": 0.08038306502917614, "mask_rcnn/false_positive": 0.1454391623795213, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7393467025831342, "total_loss": 1.6413458647803054} {"data_time": 0.008825776167213917, "eta_seconds": 126904.99377200939, "iteration": 96119, "loss_fcos_cls": 0.2533427239395678, "loss_fcos_ctr": 0.6182924881577492, "loss_fcos_loc": 0.18561708263587207, "loss_mask": 0.2723278598859906, "loss_maskiou": 0.006128601471573347, "loss_sem_seg": 0.26926577324047685, "lr": 0.01, "mask_rcnn/accuracy": 0.9027839396628217, "mask_rcnn/false_negative": 0.0821073614101968, "mask_rcnn/false_positive": 0.11742299665965905, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 24.75, "time": 0.7354030786082149, "total_loss": 1.6299700102972565} {"data_time": 0.009561116807162762, "eta_seconds": 126862.55393874925, "iteration": 96139, "loss_fcos_cls": 0.2584929745644331, "loss_fcos_ctr": 0.6216420400887728, "loss_fcos_loc": 0.20570552023127675, "loss_mask": 0.2807536171749234, "loss_maskiou": 0.005534830306714866, "loss_sem_seg": 0.2504651964409277, "lr": 0.01, "mask_rcnn/accuracy": 0.8844397607527859, "mask_rcnn/false_negative": 0.10151491989933088, "mask_rcnn/false_positive": 0.14171241776036697, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7318399362266064, "total_loss": 1.633370536401344} {"data_time": 0.009176242165267467, "eta_seconds": 126939.65085029975, "iteration": 96159, "loss_fcos_cls": 0.2629732208442874, "loss_fcos_ctr": 0.6190431332215667, "loss_fcos_loc": 0.2001894551794976, "loss_mask": 0.2691326653584838, "loss_maskiou": 0.005477251008414896, "loss_sem_seg": 0.31524499459192157, "lr": 0.01, "mask_rcnn/accuracy": 0.8684791079753489, "mask_rcnn/false_negative": 0.11294404050569445, "mask_rcnn/false_positive": 0.1496975155370681, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.0, "time": 0.7346109747886658, "total_loss": 1.6760489823645912} {"data_time": 0.009745853021740913, "eta_seconds": 126925.04674069956, "iteration": 96179, "loss_fcos_cls": 0.24950968311168253, "loss_fcos_ctr": 0.6174733461812139, "loss_fcos_loc": 0.18914123496506363, "loss_mask": 0.2669354975223541, "loss_maskiou": 0.005838940807734616, "loss_sem_seg": 0.2874699418898672, "lr": 0.01, "mask_rcnn/accuracy": 0.8757075652841781, "mask_rcnn/false_negative": 0.0659006801007872, "mask_rcnn/false_positive": 0.17324324861986473, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.75, "time": 0.732289862819016, "total_loss": 1.6382424623589031} {"data_time": 0.010366714559495449, "eta_seconds": 126977.02199154627, "iteration": 96199, "loss_fcos_cls": 0.2648344294866547, "loss_fcos_ctr": 0.6233154265210032, "loss_fcos_loc": 0.1915235675405711, "loss_mask": 0.2696904386393726, "loss_maskiou": 0.0056762866443023086, "loss_sem_seg": 0.29049770231358707, "lr": 0.01, "mask_rcnn/accuracy": 0.8759165852369205, "mask_rcnn/false_negative": 0.10491294216707367, "mask_rcnn/false_positive": 0.15357833207744243, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.5, "time": 0.7482593916356564, "total_loss": 1.6506162533187307} {"data_time": 0.010765422135591507, "eta_seconds": 126903.66248896904, "iteration": 96219, "loss_fcos_cls": 0.2655064326245338, "loss_fcos_ctr": 0.6222611386328936, "loss_fcos_loc": 0.20301104802638292, "loss_mask": 0.2717615971341729, "loss_maskiou": 0.006140652098110877, "loss_sem_seg": 0.31621988490223885, "lr": 0.01, "mask_rcnn/accuracy": 0.8759964923469388, "mask_rcnn/false_negative": 0.098116747686154, "mask_rcnn/false_positive": 0.1441740985289175, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.0, "time": 0.7216362077742815, "total_loss": 1.675751831397065} {"data_time": 0.009940700605511665, "eta_seconds": 126922.51823610999, "iteration": 96239, "loss_fcos_cls": 0.2618860804941505, "loss_fcos_ctr": 0.6199815850704908, "loss_fcos_loc": 0.20304330170620233, "loss_mask": 0.2771788570098579, "loss_maskiou": 0.0056582198885735124, "loss_sem_seg": 0.2786579318344593, "lr": 0.01, "mask_rcnn/accuracy": 0.8672811581885926, "mask_rcnn/false_negative": 0.11468113627310184, "mask_rcnn/false_positive": 0.15602878298736386, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.0, "time": 0.7326431097462773, "total_loss": 1.6724894650978968} {"data_time": 0.00944915134459734, "eta_seconds": 126842.01415018458, "iteration": 96259, "loss_fcos_cls": 0.27212664927355945, "loss_fcos_ctr": 0.621703015640378, "loss_fcos_loc": 0.19805319816805422, "loss_mask": 0.2771592289209366, "loss_maskiou": 0.005524921587493736, "loss_sem_seg": 0.29154270188882947, "lr": 0.01, "mask_rcnn/accuracy": 0.8772256104313927, "mask_rcnn/false_negative": 0.10182991679921008, "mask_rcnn/false_positive": 0.15067151288107122, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7220203513279557, "total_loss": 1.6466667548811529} {"data_time": 0.010831894353032112, "eta_seconds": 126808.94985183701, "iteration": 96279, "loss_fcos_cls": 0.27400938887149096, "loss_fcos_ctr": 0.6200902427081019, "loss_fcos_loc": 0.20026362547650933, "loss_mask": 0.26779230451211333, "loss_maskiou": 0.005744568923546467, "loss_sem_seg": 0.3125013173557818, "lr": 0.01, "mask_rcnn/accuracy": 0.8947544057402643, "mask_rcnn/false_negative": 0.09691672929112187, "mask_rcnn/false_positive": 0.13424296422451404, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.25, "time": 0.7378299152478576, "total_loss": 1.704657812450023} {"data_time": 0.009857323952019215, "eta_seconds": 126773.62289837189, "iteration": 96299, "loss_fcos_cls": 0.2653334620408714, "loss_fcos_ctr": 0.6199551923200488, "loss_fcos_loc": 0.19978788821026683, "loss_mask": 0.264773384667933, "loss_maskiou": 0.005515853612450883, "loss_sem_seg": 0.29919091146439314, "lr": 0.01, "mask_rcnn/accuracy": 0.889492596965094, "mask_rcnn/false_negative": 0.10355450252788959, "mask_rcnn/false_positive": 0.1381819574543427, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.25, "time": 0.7286578826606274, "total_loss": 1.6749930324440356} {"data_time": 0.010549012571573257, "eta_seconds": 126727.13927337248, "iteration": 96319, "loss_fcos_cls": 0.2655915830982849, "loss_fcos_ctr": 0.6161774727515876, "loss_fcos_loc": 0.18692657363135368, "loss_mask": 0.26379352901130915, "loss_maskiou": 0.005138779932167381, "loss_sem_seg": 0.2746682562865317, "lr": 0.01, "mask_rcnn/accuracy": 0.8761008279280704, "mask_rcnn/false_negative": 0.10948786337183986, "mask_rcnn/false_positive": 0.14951024918240483, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.75, "time": 0.7166963713243604, "total_loss": 1.6172024083643919} {"data_time": 0.010025096125900745, "eta_seconds": 126725.75551596098, "iteration": 96339, "loss_fcos_cls": 0.252342589199543, "loss_fcos_ctr": 0.6189450370147824, "loss_fcos_loc": 0.19480332103557885, "loss_mask": 0.2689222414046526, "loss_maskiou": 0.005347325804905267, "loss_sem_seg": 0.29276507440954447, "lr": 0.01, "mask_rcnn/accuracy": 0.8957443476033562, "mask_rcnn/false_negative": 0.08023128574286999, "mask_rcnn/false_positive": 0.1443500990614517, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7423176998272538, "total_loss": 1.6513327526627108} {"data_time": 0.01162861566990614, "eta_seconds": 126697.953089674, "iteration": 96359, "loss_fcos_cls": 0.2645511191803962, "loss_fcos_ctr": 0.6184633867815137, "loss_fcos_loc": 0.19333014613948762, "loss_mask": 0.26650502532720566, "loss_maskiou": 0.005970032594632357, "loss_sem_seg": 0.2656702660024166, "lr": 0.01, "mask_rcnn/accuracy": 0.8835098062264338, "mask_rcnn/false_negative": 0.08858787757593126, "mask_rcnn/false_positive": 0.16176774017251075, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.7297802288085222, "total_loss": 1.6278102218129789} {"data_time": 0.009079154580831528, "eta_seconds": 126820.2562063504, "iteration": 96379, "loss_fcos_cls": 0.2565587761346251, "loss_fcos_ctr": 0.6175773935392499, "loss_fcos_loc": 0.1931446910602972, "loss_mask": 0.26536423433572054, "loss_maskiou": 0.005719047174352454, "loss_sem_seg": 0.3082041689194739, "lr": 0.01, "mask_rcnn/accuracy": 0.8806681005735628, "mask_rcnn/false_negative": 0.10576898498581074, "mask_rcnn/false_positive": 0.12119376110328611, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.7453343961387873, "total_loss": 1.6621225441194838} {"data_time": 0.010175300762057304, "eta_seconds": 126805.64734495617, "iteration": 96399, "loss_fcos_cls": 0.24710840499028563, "loss_fcos_ctr": 0.6188861420378089, "loss_fcos_loc": 0.19176028098445386, "loss_mask": 0.27440573181957006, "loss_maskiou": 0.0053625959444616456, "loss_sem_seg": 0.27976828161627054, "lr": 0.01, "mask_rcnn/accuracy": 0.8913538539298984, "mask_rcnn/false_negative": 0.09073632793604554, "mask_rcnn/false_positive": 0.11298999118059888, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7366137588396668, "total_loss": 1.6263169094454497} {"data_time": 0.010414293967187405, "eta_seconds": 126770.19437888265, "iteration": 96419, "loss_fcos_cls": 0.25287293968722224, "loss_fcos_ctr": 0.6199217243120074, "loss_fcos_loc": 0.19889948517084122, "loss_mask": 0.2661540424451232, "loss_maskiou": 0.005204142462389427, "loss_sem_seg": 0.24420778220519423, "lr": 0.01, "mask_rcnn/accuracy": 0.876095137796832, "mask_rcnn/false_negative": 0.11290552782458364, "mask_rcnn/false_positive": 0.14500062666799302, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 38.25, "time": 0.7221688618883491, "total_loss": 1.5828383173266047} {"data_time": 0.009945619851350784, "eta_seconds": 126776.42962216772, "iteration": 96439, "loss_fcos_cls": 0.2560007388237864, "loss_fcos_ctr": 0.6210492560639977, "loss_fcos_loc": 0.1998291197232902, "loss_mask": 0.290754777379334, "loss_maskiou": 0.006325775480945595, "loss_sem_seg": 0.36407540272921324, "lr": 0.01, "mask_rcnn/accuracy": 0.8856840896172793, "mask_rcnn/false_negative": 0.09850342977434101, "mask_rcnn/false_positive": 0.12980705967539422, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.25, "time": 0.7331852940842509, "total_loss": 1.7541547752553015} {"data_time": 0.010327544063329697, "eta_seconds": 126805.17797635496, "iteration": 96459, "loss_fcos_cls": 0.27957673964556307, "loss_fcos_ctr": 0.6208736160770059, "loss_fcos_loc": 0.20799878402613103, "loss_mask": 0.2982803164049983, "loss_maskiou": 0.00642463661642978, "loss_sem_seg": 0.35126049164682627, "lr": 0.01, "mask_rcnn/accuracy": 0.8723219418552128, "mask_rcnn/false_negative": 0.0949729733668, "mask_rcnn/false_positive": 0.15197306861028428, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7347901873290539, "total_loss": 1.7501656668719079} {"data_time": 0.009780026972293854, "eta_seconds": 126833.73970380519, "iteration": 96479, "loss_fcos_cls": 0.2718153498135507, "loss_fcos_ctr": 0.6210047784261405, "loss_fcos_loc": 0.2065301809925586, "loss_mask": 0.27561186999082565, "loss_maskiou": 0.006328175357339205, "loss_sem_seg": 0.3244941304437816, "lr": 0.01, "mask_rcnn/accuracy": 0.8696580417881439, "mask_rcnn/false_negative": 0.11579489930856343, "mask_rcnn/false_positive": 0.13389249543314158, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.25, "time": 0.7287815855816007, "total_loss": 1.692703809007071} {"data_time": 0.010592620819807053, "eta_seconds": 126892.21838683076, "iteration": 96499, "loss_fcos_cls": 0.2679679077118635, "loss_fcos_ctr": 0.6194598954170942, "loss_fcos_loc": 0.19521337293554097, "loss_mask": 0.28259857650846243, "loss_maskiou": 0.005812074876303086, "loss_sem_seg": 0.3199502481147647, "lr": 0.01, "mask_rcnn/accuracy": 0.8738953737145178, "mask_rcnn/false_negative": 0.09373747273879901, "mask_rcnn/false_positive": 0.15078887859880952, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.7389778653159738, "total_loss": 1.698850156069966} {"data_time": 0.009817666374146938, "eta_seconds": 126890.48883988615, "iteration": 96519, "loss_fcos_cls": 0.2562739143613726, "loss_fcos_ctr": 0.6187316267751157, "loss_fcos_loc": 0.19452709215693176, "loss_mask": 0.27362803695723414, "loss_maskiou": 0.005755252161179669, "loss_sem_seg": 0.3026016978546977, "lr": 0.01, "mask_rcnn/accuracy": 0.8892598054846939, "mask_rcnn/false_negative": 0.07579673971154972, "mask_rcnn/false_positive": 0.12953970803111736, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.713723142631352, "total_loss": 1.6531133245298406} {"data_time": 0.008633113466203213, "eta_seconds": 126875.86009220313, "iteration": 96539, "loss_fcos_cls": 0.25324735685717314, "loss_fcos_ctr": 0.6185822430998087, "loss_fcos_loc": 0.1942314525367692, "loss_mask": 0.261807547416538, "loss_maskiou": 0.004677905610151356, "loss_sem_seg": 0.28290164936333895, "lr": 0.01, "mask_rcnn/accuracy": 0.8690101612727471, "mask_rcnn/false_negative": 0.1014320879982119, "mask_rcnn/false_positive": 0.17323120282023552, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 25.25, "time": 0.714768648147583, "total_loss": 1.6448477115482092} {"data_time": 0.01037629321217537, "eta_seconds": 126852.6890174551, "iteration": 96559, "loss_fcos_cls": 0.2568701943382621, "loss_fcos_ctr": 0.6203715151641518, "loss_fcos_loc": 0.19375422247685492, "loss_mask": 0.2703470569103956, "loss_maskiou": 0.00559209681887296, "loss_sem_seg": 0.30327198281884193, "lr": 0.01, "mask_rcnn/accuracy": 0.8940532256858787, "mask_rcnn/false_negative": 0.08419012959697361, "mask_rcnn/false_positive": 0.12625914601882648, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.7301106574013829, "total_loss": 1.6683279148273868} {"data_time": 0.009950142353773117, "eta_seconds": 126938.17701156903, "iteration": 96579, "loss_fcos_cls": 0.2569506198633462, "loss_fcos_ctr": 0.6210972587577999, "loss_fcos_loc": 0.19977247447241098, "loss_mask": 0.2813780577853322, "loss_maskiou": 0.00600043979648035, "loss_sem_seg": 0.2907450720667839, "lr": 0.01, "mask_rcnn/accuracy": 0.8753800675675676, "mask_rcnn/false_negative": 0.09084824005375076, "mask_rcnn/false_positive": 0.1628419587625651, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 37.0, "time": 0.7401574524119496, "total_loss": 1.7229597297555301} {"data_time": 0.010542687028646469, "eta_seconds": 126863.88245997671, "iteration": 96599, "loss_fcos_cls": 0.2659356091171503, "loss_fcos_ctr": 0.6225472399964929, "loss_fcos_loc": 0.20521848089993, "loss_mask": 0.2725789789110422, "loss_maskiou": 0.005594603211648064, "loss_sem_seg": 0.2725796727463603, "lr": 0.01, "mask_rcnn/accuracy": 0.8869848991863165, "mask_rcnn/false_negative": 0.10317686102012913, "mask_rcnn/false_positive": 0.1155658095159279, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.0, "time": 0.7318987566977739, "total_loss": 1.6701110053691082} {"data_time": 0.009384539909660816, "eta_seconds": 126817.34510147106, "iteration": 96619, "loss_fcos_cls": 0.25905602239072323, "loss_fcos_ctr": 0.6228230190463364, "loss_fcos_loc": 0.20864022430032492, "loss_mask": 0.273578155785799, "loss_maskiou": 0.005858700969838537, "loss_sem_seg": 0.3125775959342718, "lr": 0.01, "mask_rcnn/accuracy": 0.8804981832090266, "mask_rcnn/false_negative": 0.08054539812857027, "mask_rcnn/false_positive": 0.16277620889609737, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.5, "time": 0.7267624838277698, "total_loss": 1.67284812192338} {"data_time": 0.010363358072936535, "eta_seconds": 126794.17796688806, "iteration": 96639, "loss_fcos_cls": 0.2560049705207348, "loss_fcos_ctr": 0.6219902327284217, "loss_fcos_loc": 0.20028135692700744, "loss_mask": 0.2716158302500844, "loss_maskiou": 0.006131568006821908, "loss_sem_seg": 0.29444236494600773, "lr": 0.01, "mask_rcnn/accuracy": 0.8534840827382317, "mask_rcnn/false_negative": 0.10376333736653842, "mask_rcnn/false_positive": 0.17162972285005176, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.25, "time": 0.7354578245431185, "total_loss": 1.6542279304921976} {"data_time": 0.010065716691315174, "eta_seconds": 126788.08760610502, "iteration": 96659, "loss_fcos_cls": 0.24668836209457368, "loss_fcos_ctr": 0.617572208866477, "loss_fcos_loc": 0.18507340573705733, "loss_mask": 0.26170181669294834, "loss_maskiou": 0.006172516325023025, "loss_sem_seg": 0.30065378872677684, "lr": 0.01, "mask_rcnn/accuracy": 0.8840863665053651, "mask_rcnn/false_negative": 0.08962021947459833, "mask_rcnn/false_positive": 0.15906275786325147, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.7313085878267884, "total_loss": 1.6511278731813945} {"data_time": 0.010165607556700706, "eta_seconds": 126840.72825712338, "iteration": 96679, "loss_fcos_cls": 0.2654831907711923, "loss_fcos_ctr": 0.621628693304956, "loss_fcos_loc": 0.2027135423850268, "loss_mask": 0.2754086861386895, "loss_maskiou": 0.00582826420031779, "loss_sem_seg": 0.30009540263563395, "lr": 0.01, "mask_rcnn/accuracy": 0.8803981680391455, "mask_rcnn/false_negative": 0.08537196556529644, "mask_rcnn/false_positive": 0.1388749921766579, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.25, "time": 0.7477672388777137, "total_loss": 1.645403316055308} {"data_time": 0.0106512401252985, "eta_seconds": 126800.09841658361, "iteration": 96699, "loss_fcos_cls": 0.25165734253823757, "loss_fcos_ctr": 0.6236688811331987, "loss_fcos_loc": 0.19425336027052253, "loss_mask": 0.2700471426360309, "loss_maskiou": 0.005740032684116159, "loss_sem_seg": 0.32236522808671, "lr": 0.01, "mask_rcnn/accuracy": 0.8877348558471008, "mask_rcnn/false_negative": 0.09116699867632513, "mask_rcnn/false_positive": 0.16820697384797928, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7272106949239969, "total_loss": 1.6630853879032657} {"data_time": 0.009955002926290035, "eta_seconds": 126759.61578356754, "iteration": 96719, "loss_fcos_cls": 0.26006770716048777, "loss_fcos_ctr": 0.6184409721754491, "loss_fcos_loc": 0.19431261240970343, "loss_mask": 0.2520031025633216, "loss_maskiou": 0.0050395519501762465, "loss_sem_seg": 0.30681317718699574, "lr": 0.01, "mask_rcnn/accuracy": 0.8792161105189222, "mask_rcnn/false_negative": 0.0971223447202764, "mask_rcnn/false_positive": 0.1407784049741179, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.75, "time": 0.7206620741635561, "total_loss": 1.6496419088798575} {"data_time": 0.010068444535136223, "eta_seconds": 126729.57261537295, "iteration": 96739, "loss_fcos_cls": 0.24360493756830692, "loss_fcos_ctr": 0.6189296199008822, "loss_fcos_loc": 0.18840461719082668, "loss_mask": 0.2587982602417469, "loss_maskiou": 0.005616007287244429, "loss_sem_seg": 0.25934865744784474, "lr": 0.01, "mask_rcnn/accuracy": 0.8784174218511354, "mask_rcnn/false_negative": 0.10189723736285211, "mask_rcnn/false_positive": 0.13753157764550644, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.0, "time": 0.721115411259234, "total_loss": 1.607597149848516} {"data_time": 0.009343167766928673, "eta_seconds": 126730.35472995322, "iteration": 96759, "loss_fcos_cls": 0.2606771362479776, "loss_fcos_ctr": 0.6164012961089611, "loss_fcos_loc": 0.18484724406152964, "loss_mask": 0.26540273148566484, "loss_maskiou": 0.0059281350404489785, "loss_sem_seg": 0.30622337805107236, "lr": 0.01, "mask_rcnn/accuracy": 0.8805028221275706, "mask_rcnn/false_negative": 0.09302926725330103, "mask_rcnn/false_positive": 0.161171703857721, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7428406979888678, "total_loss": 1.6288716410053894} {"data_time": 0.009312526322901249, "eta_seconds": 126691.78362839576, "iteration": 96779, "loss_fcos_cls": 0.262645754031837, "loss_fcos_ctr": 0.6169459791854024, "loss_fcos_loc": 0.1940412342082709, "loss_mask": 0.2740575931966305, "loss_maskiou": 0.006005834889947437, "loss_sem_seg": 0.28537437762133777, "lr": 0.01, "mask_rcnn/accuracy": 0.8723515884186186, "mask_rcnn/false_negative": 0.11912239126402138, "mask_rcnn/false_positive": 0.1194133801842055, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.5, "time": 0.7266224669292569, "total_loss": 1.6713599456343218} {"data_time": 0.01005528960376978, "eta_seconds": 126701.0936763389, "iteration": 96799, "loss_fcos_cls": 0.25330239767208695, "loss_fcos_ctr": 0.6202771058306098, "loss_fcos_loc": 0.19216791982762516, "loss_mask": 0.28009409876540303, "loss_maskiou": 0.005904444260522723, "loss_sem_seg": 0.2941710331942886, "lr": 0.01, "mask_rcnn/accuracy": 0.8744069570763088, "mask_rcnn/false_negative": 0.10528203807801605, "mask_rcnn/false_positive": 0.15558963980669913, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.5, "time": 0.7379288161173463, "total_loss": 1.6347439583187224} {"data_time": 0.01148903463035822, "eta_seconds": 126738.2726865001, "iteration": 96819, "loss_fcos_cls": 0.26980711286887527, "loss_fcos_ctr": 0.620085597038269, "loss_fcos_loc": 0.19675937946885824, "loss_mask": 0.27134795021265745, "loss_maskiou": 0.005998912718496285, "loss_sem_seg": 0.2721852292306721, "lr": 0.01, "mask_rcnn/accuracy": 0.8832153603199522, "mask_rcnn/false_negative": 0.10071145391594956, "mask_rcnn/false_positive": 0.1439472600006833, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7417633989825845, "total_loss": 1.6451410249264882} {"data_time": 0.01008803490549326, "eta_seconds": 126697.66384449042, "iteration": 96839, "loss_fcos_cls": 0.2600262286141515, "loss_fcos_ctr": 0.6191129775252193, "loss_fcos_loc": 0.18400081404251978, "loss_mask": 0.2580579034984112, "loss_maskiou": 0.005164031565072946, "loss_sem_seg": 0.26593829970806837, "lr": 0.01, "mask_rcnn/accuracy": 0.8793083129991126, "mask_rcnn/false_negative": 0.11703430027087974, "mask_rcnn/false_positive": 0.13721214055498296, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.0, "time": 0.7225285340100527, "total_loss": 1.6195904122796492} {"data_time": 0.010152365081012249, "eta_seconds": 126614.76993259229, "iteration": 96859, "loss_fcos_cls": 0.25242954422719777, "loss_fcos_ctr": 0.6222577383741736, "loss_fcos_loc": 0.20339303743094206, "loss_mask": 0.266791058704257, "loss_maskiou": 0.004940709084621631, "loss_sem_seg": 0.26914812438189983, "lr": 0.01, "mask_rcnn/accuracy": 0.8839497162501364, "mask_rcnn/false_negative": 0.09443083756360883, "mask_rcnn/false_positive": 0.14311941531525224, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.5, "time": 0.7196044297888875, "total_loss": 1.6216342014995462} {"data_time": 0.011020246893167496, "eta_seconds": 126668.39682389237, "iteration": 96879, "loss_fcos_cls": 0.280011443188414, "loss_fcos_ctr": 0.622364069102332, "loss_fcos_loc": 0.2048871429869905, "loss_mask": 0.276602853089571, "loss_maskiou": 0.00566773590981029, "loss_sem_seg": 0.30686300434172153, "lr": 0.01, "mask_rcnn/accuracy": 0.8825668781025924, "mask_rcnn/false_negative": 0.09776121141741208, "mask_rcnn/false_positive": 0.14768717299817752, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.5, "time": 0.7374860346317291, "total_loss": 1.713051696686307} {"data_time": 0.009973100386559963, "eta_seconds": 126724.86028458457, "iteration": 96899, "loss_fcos_cls": 0.24557968298904598, "loss_fcos_ctr": 0.6177593618631363, "loss_fcos_loc": 0.1830504615791142, "loss_mask": 0.2571248281747103, "loss_maskiou": 0.005314752816047985, "loss_sem_seg": 0.2699637417681515, "lr": 0.01, "mask_rcnn/accuracy": 0.882874369640809, "mask_rcnn/false_negative": 0.08996062853824305, "mask_rcnn/false_positive": 0.14863295739611765, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.25, "time": 0.7332833549007773, "total_loss": 1.594552124828624} {"data_time": 0.010241823270916939, "eta_seconds": 126690.99630755, "iteration": 96919, "loss_fcos_cls": 0.24853795487433672, "loss_fcos_ctr": 0.6222236538305879, "loss_fcos_loc": 0.1981564899906516, "loss_mask": 0.2688344204798341, "loss_maskiou": 0.005516339530004188, "loss_sem_seg": 0.2823666795156896, "lr": 0.01, "mask_rcnn/accuracy": 0.8815957303974221, "mask_rcnn/false_negative": 0.09403454248195475, "mask_rcnn/false_positive": 0.14394102394129238, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.7252623792737722, "total_loss": 1.5907004011487516} {"data_time": 0.010066071525216103, "eta_seconds": 126695.57683497202, "iteration": 96939, "loss_fcos_cls": 0.2676453394815326, "loss_fcos_ctr": 0.6205495689064264, "loss_fcos_loc": 0.19882350461557508, "loss_mask": 0.2565865330398083, "loss_maskiou": 0.005699918910977431, "loss_sem_seg": 0.30755789834074676, "lr": 0.01, "mask_rcnn/accuracy": 0.8901189341716068, "mask_rcnn/false_negative": 0.09772385907260679, "mask_rcnn/false_positive": 0.12634561539747624, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7313849152997136, "total_loss": 1.6367848302033963} {"data_time": 0.009664778597652912, "eta_seconds": 126579.07116131485, "iteration": 96959, "loss_fcos_cls": 0.25582365901209414, "loss_fcos_ctr": 0.6208174740895629, "loss_fcos_loc": 0.19721762198605575, "loss_mask": 0.2650462631136179, "loss_maskiou": 0.006204228731803596, "loss_sem_seg": 0.2971185031346977, "lr": 0.01, "mask_rcnn/accuracy": 0.880702593537415, "mask_rcnn/false_negative": 0.09210286451906485, "mask_rcnn/false_positive": 0.14822778304220352, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.7225011717528105, "total_loss": 1.6546344483067514} {"data_time": 0.010211615823209286, "eta_seconds": 126685.92825605161, "iteration": 96979, "loss_fcos_cls": 0.2520524086430669, "loss_fcos_ctr": 0.620988174341619, "loss_fcos_loc": 0.19195298466365784, "loss_mask": 0.26654907315969467, "loss_maskiou": 0.005322866010828875, "loss_sem_seg": 0.2833761291112751, "lr": 0.01, "mask_rcnn/accuracy": 0.8686412516813954, "mask_rcnn/false_negative": 0.08973827205216446, "mask_rcnn/false_positive": 0.14771392124220267, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.5, "time": 0.7267187219113111, "total_loss": 1.6334446854016278} {"data_time": 0.009114774875342846, "eta_seconds": 126671.2842615936, "iteration": 96999, "loss_fcos_cls": 0.2462280890904367, "loss_fcos_ctr": 0.6193116847425699, "loss_fcos_loc": 0.19179618160706013, "loss_mask": 0.2592158345505595, "loss_maskiou": 0.005585795137449168, "loss_sem_seg": 0.26516019087284803, "lr": 0.01, "mask_rcnn/accuracy": 0.8881960952366965, "mask_rcnn/false_negative": 0.082055274603294, "mask_rcnn/false_positive": 0.11723320188267758, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 40.25, "time": 0.7268239874392748, "total_loss": 1.6028196576808114} {"data_time": 0.0102077042683959, "eta_seconds": 126656.64026713558, "iteration": 97019, "loss_fcos_cls": 0.2660270391497761, "loss_fcos_ctr": 0.6214426783844829, "loss_fcos_loc": 0.19048117683269083, "loss_mask": 0.26237740321084857, "loss_maskiou": 0.005558471122640185, "loss_sem_seg": 0.2931393210310489, "lr": 0.01, "mask_rcnn/accuracy": 0.9144881021514297, "mask_rcnn/false_negative": 0.06645518530875191, "mask_rcnn/false_positive": 0.11250698009843635, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.25, "time": 0.7375500481575727, "total_loss": 1.637848321661295} {"data_time": 0.009084012359380722, "eta_seconds": 126675.16653882992, "iteration": 97039, "loss_fcos_cls": 0.25408190811867826, "loss_fcos_ctr": 0.6197278779000044, "loss_fcos_loc": 0.19247182714752853, "loss_mask": 0.27629039995372295, "loss_maskiou": 0.005983328053844161, "loss_sem_seg": 0.2757828268222511, "lr": 0.01, "mask_rcnn/accuracy": 0.8727602648202137, "mask_rcnn/false_negative": 0.10579156959733407, "mask_rcnn/false_positive": 0.16201600066032035, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7327023977413774, "total_loss": 1.65567414562247} {"data_time": 0.010663384571671486, "eta_seconds": 126613.91230464075, "iteration": 97059, "loss_fcos_cls": 0.2569867365527898, "loss_fcos_ctr": 0.6200817571952939, "loss_fcos_loc": 0.19355018029455096, "loss_mask": 0.261171811260283, "loss_maskiou": 0.005842918297275901, "loss_sem_seg": 0.28648947551846504, "lr": 0.01, "mask_rcnn/accuracy": 0.8666196741854637, "mask_rcnn/false_negative": 0.10532124952179873, "mask_rcnn/false_positive": 0.15957135937018097, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.0, "time": 0.7249867664650083, "total_loss": 1.6647622726522968} {"data_time": 0.009180591441690922, "eta_seconds": 126522.0617209021, "iteration": 97079, "loss_fcos_cls": 0.26273309998214245, "loss_fcos_ctr": 0.6231414619833231, "loss_fcos_loc": 0.20141662540845573, "loss_mask": 0.27828615345060825, "loss_maskiou": 0.005803567357361317, "loss_sem_seg": 0.2542628552764654, "lr": 0.01, "mask_rcnn/accuracy": 0.8824171930677033, "mask_rcnn/false_negative": 0.09813373084974275, "mask_rcnn/false_positive": 0.14231958540072462, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 39.25, "time": 0.722703536041081, "total_loss": 1.6257492952972825} {"data_time": 0.009730538353323936, "eta_seconds": 126457.73942612763, "iteration": 97099, "loss_fcos_cls": 0.252445419318974, "loss_fcos_ctr": 0.6200874438509345, "loss_fcos_loc": 0.2030789628624916, "loss_mask": 0.26193473767489195, "loss_maskiou": 0.0062399788803304546, "loss_sem_seg": 0.28492965642362833, "lr": 0.01, "mask_rcnn/accuracy": 0.8874581984236003, "mask_rcnn/false_negative": 0.106229779598002, "mask_rcnn/false_positive": 0.13306175235589693, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.25, "time": 0.7392911370843649, "total_loss": 1.6264355942694237} {"data_time": 0.009697262197732925, "eta_seconds": 126380.85873382352, "iteration": 97119, "loss_fcos_cls": 0.2587245593313128, "loss_fcos_ctr": 0.6243281359784305, "loss_fcos_loc": 0.2049661279161228, "loss_mask": 0.27493051812052727, "loss_maskiou": 0.005755651873187162, "loss_sem_seg": 0.29816427803598344, "lr": 0.01, "mask_rcnn/accuracy": 0.8823625099390405, "mask_rcnn/false_negative": 0.09625684008052546, "mask_rcnn/false_positive": 0.14584572091186576, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.25, "time": 0.7315249145030975, "total_loss": 1.6593457331691752} {"data_time": 0.009962577372789383, "eta_seconds": 126405.94378173072, "iteration": 97139, "loss_fcos_cls": 0.2585477598477155, "loss_fcos_ctr": 0.6197157297283411, "loss_fcos_loc": 0.19885007210541517, "loss_mask": 0.27189777325838804, "loss_maskiou": 0.005708687356673181, "loss_sem_seg": 0.30243193032220006, "lr": 0.01, "mask_rcnn/accuracy": 0.8919250534415155, "mask_rcnn/false_negative": 0.0955389078765019, "mask_rcnn/false_positive": 0.12128585734167288, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.0, "time": 0.7385680414736271, "total_loss": 1.6875933588089538} {"data_time": 0.009506616741418839, "eta_seconds": 126337.62297831755, "iteration": 97159, "loss_fcos_cls": 0.2602018287871033, "loss_fcos_ctr": 0.6193411247804761, "loss_fcos_loc": 0.19042474159505218, "loss_mask": 0.27181173441931605, "loss_maskiou": 0.0056206669396488, "loss_sem_seg": 0.2664652238599956, "lr": 0.01, "mask_rcnn/accuracy": 0.8957006509500351, "mask_rcnn/false_negative": 0.08050490011698805, "mask_rcnn/false_positive": 0.12728181606393826, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.75, "time": 0.7162228934466839, "total_loss": 1.580908401101624} {"data_time": 0.010464400984346867, "eta_seconds": 126336.99705137126, "iteration": 97179, "loss_fcos_cls": 0.24523610342293978, "loss_fcos_ctr": 0.6184522798284888, "loss_fcos_loc": 0.1990560577251017, "loss_mask": 0.2585440296679735, "loss_maskiou": 0.005436552164610475, "loss_sem_seg": 0.2549373721703887, "lr": 0.01, "mask_rcnn/accuracy": 0.8925393006228466, "mask_rcnn/false_negative": 0.09530926928855035, "mask_rcnn/false_positive": 0.13387664973814567, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 38.5, "time": 0.7374743046239018, "total_loss": 1.5985913448384963} {"data_time": 0.009951535612344742, "eta_seconds": 126295.12192423362, "iteration": 97199, "loss_fcos_cls": 0.2514981485437602, "loss_fcos_ctr": 0.6214852915145457, "loss_fcos_loc": 0.19470752269262448, "loss_mask": 0.2596115516498685, "loss_maskiou": 0.005364087744965218, "loss_sem_seg": 0.2825599522329867, "lr": 0.01, "mask_rcnn/accuracy": 0.8757496419620481, "mask_rcnn/false_negative": 0.09956944871386877, "mask_rcnn/false_positive": 0.14960711076846078, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7289800019934773, "total_loss": 1.6264017118446645} {"data_time": 0.010421600192785263, "eta_seconds": 126347.44316272158, "iteration": 97219, "loss_fcos_cls": 0.2568390244850889, "loss_fcos_ctr": 0.6231569056399167, "loss_fcos_loc": 0.20566071406938136, "loss_mask": 0.2685940582305193, "loss_maskiou": 0.005783314089057967, "loss_sem_seg": 0.3053340781480074, "lr": 0.01, "mask_rcnn/accuracy": 0.8853262049500652, "mask_rcnn/false_negative": 0.0735518927322761, "mask_rcnn/false_positive": 0.13189976911594087, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 25.25, "time": 0.7343872142955661, "total_loss": 1.683406198360899} {"data_time": 0.010221105068922043, "eta_seconds": 126303.70769859385, "iteration": 97239, "loss_fcos_cls": 0.2554146610200405, "loss_fcos_ctr": 0.6198200015351176, "loss_fcos_loc": 0.18795800826046616, "loss_mask": 0.27285834308713675, "loss_maskiou": 0.005767701026343275, "loss_sem_seg": 0.2876150989905, "lr": 0.01, "mask_rcnn/accuracy": 0.8741221828867602, "mask_rcnn/false_negative": 0.09254668390905235, "mask_rcnn/false_positive": 0.15629050208389425, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.75, "time": 0.7209553476423025, "total_loss": 1.6280873347132} {"data_time": 0.010006953030824661, "eta_seconds": 126318.19285321701, "iteration": 97259, "loss_fcos_cls": 0.2600881000980735, "loss_fcos_ctr": 0.6182427713647485, "loss_fcos_loc": 0.19415831431979313, "loss_mask": 0.27366025652736425, "loss_maskiou": 0.004959183337632567, "loss_sem_seg": 0.2745535441208631, "lr": 0.01, "mask_rcnn/accuracy": 0.8737503717083164, "mask_rcnn/false_negative": 0.09539055443773808, "mask_rcnn/false_positive": 0.15968498318907515, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.0, "time": 0.7306306082755327, "total_loss": 1.6317163052444812} {"data_time": 0.010021848604083061, "eta_seconds": 126236.6522987457, "iteration": 97279, "loss_fcos_cls": 0.2577092607971281, "loss_fcos_ctr": 0.6195741570554674, "loss_fcos_loc": 0.19322295486927032, "loss_mask": 0.28085000440478325, "loss_maskiou": 0.006023990863468498, "loss_sem_seg": 0.263353050686419, "lr": 0.01, "mask_rcnn/accuracy": 0.8861486763380051, "mask_rcnn/false_negative": 0.10004514877315049, "mask_rcnn/false_positive": 0.13420869579967099, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7135957852005959, "total_loss": 1.6423033631872386} {"data_time": 0.009417163208127022, "eta_seconds": 126129.71414564084, "iteration": 97299, "loss_fcos_cls": 0.25493272789753973, "loss_fcos_ctr": 0.6217892905697227, "loss_fcos_loc": 0.18863341119140387, "loss_mask": 0.26829720195382833, "loss_maskiou": 0.005585184175288305, "loss_sem_seg": 0.2946968371979892, "lr": 0.01, "mask_rcnn/accuracy": 0.8714671723952738, "mask_rcnn/false_negative": 0.11055689625627196, "mask_rcnn/false_positive": 0.15199645334427664, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.75, "time": 0.7132359007373452, "total_loss": 1.6534330512586166} {"data_time": 0.010879221372306347, "eta_seconds": 126220.67144669872, "iteration": 97319, "loss_fcos_cls": 0.2659111850662157, "loss_fcos_ctr": 0.6205608202144504, "loss_fcos_loc": 0.19817128172144294, "loss_mask": 0.26767205353826284, "loss_maskiou": 0.005566674852161668, "loss_sem_seg": 0.2909644222818315, "lr": 0.01, "mask_rcnn/accuracy": 0.9006072537710736, "mask_rcnn/false_negative": 0.07581758945337022, "mask_rcnn/false_positive": 0.11052216758704098, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.5, "time": 0.7371301287785172, "total_loss": 1.6445117400726303} {"data_time": 0.010108073242008686, "eta_seconds": 126259.69223420788, "iteration": 97339, "loss_fcos_cls": 0.2631083212327212, "loss_fcos_ctr": 0.6208976423367858, "loss_fcos_loc": 0.20792942389380187, "loss_mask": 0.2743692509829998, "loss_maskiou": 0.006003063594107516, "loss_sem_seg": 0.27561226254329085, "lr": 0.01, "mask_rcnn/accuracy": 0.8807841614906833, "mask_rcnn/false_negative": 0.09973062074438366, "mask_rcnn/false_positive": 0.13377927096315734, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.75, "time": 0.7476696139201522, "total_loss": 1.648899933701614} {"data_time": 0.011114000342786312, "eta_seconds": 126158.78113396559, "iteration": 97359, "loss_fcos_cls": 0.2648660955019295, "loss_fcos_ctr": 0.6189420809969306, "loss_fcos_loc": 0.19794014317449182, "loss_mask": 0.2716406350955367, "loss_maskiou": 0.00568692700471729, "loss_sem_seg": 0.24647987354546785, "lr": 0.01, "mask_rcnn/accuracy": 0.8824480685131195, "mask_rcnn/false_negative": 0.10629137493776203, "mask_rcnn/false_positive": 0.11790539530999183, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7178358072414994, "total_loss": 1.651824012893485} {"data_time": 0.009681588038802147, "eta_seconds": 126071.28728574049, "iteration": 97379, "loss_fcos_cls": 0.2490253928117454, "loss_fcos_ctr": 0.6174263544380665, "loss_fcos_loc": 0.19662366976263002, "loss_mask": 0.2654415392316878, "loss_maskiou": 0.00506795523369874, "loss_sem_seg": 0.29534659208729863, "lr": 0.01, "mask_rcnn/accuracy": 0.8852820872604046, "mask_rcnn/false_negative": 0.08780317964172724, "mask_rcnn/false_positive": 0.11492894173712803, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.25, "time": 0.7333978051319718, "total_loss": 1.6359239048324525} {"data_time": 0.009633717127144337, "eta_seconds": 125885.35844725836, "iteration": 97399, "loss_fcos_cls": 0.26804971229285, "loss_fcos_ctr": 0.6233650995418429, "loss_fcos_loc": 0.20176061242818832, "loss_mask": 0.26566742453724146, "loss_maskiou": 0.005745184753322974, "loss_sem_seg": 0.30354030593298376, "lr": 0.01, "mask_rcnn/accuracy": 0.871404712036483, "mask_rcnn/false_negative": 0.11400174189339093, "mask_rcnn/false_positive": 0.1888898316755197, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7212227880954742, "total_loss": 1.661764906886674} {"data_time": 0.010162138380110264, "eta_seconds": 125870.7715840945, "iteration": 97419, "loss_fcos_cls": 0.2504706393228844, "loss_fcos_ctr": 0.6194940833374858, "loss_fcos_loc": 0.19402075812104158, "loss_mask": 0.2673573438078165, "loss_maskiou": 0.005689316967618652, "loss_sem_seg": 0.3022476392798126, "lr": 0.01, "mask_rcnn/accuracy": 0.8815074189899528, "mask_rcnn/false_negative": 0.0948156638951873, "mask_rcnn/false_positive": 0.1383912764209841, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7232910385355353, "total_loss": 1.6313906279101502} {"data_time": 0.009893005713820457, "eta_seconds": 125924.61373400409, "iteration": 97439, "loss_fcos_cls": 0.23719366372097284, "loss_fcos_ctr": 0.6186276897788048, "loss_fcos_loc": 0.18564627633895725, "loss_mask": 0.2603581175208092, "loss_maskiou": 0.005188039103813935, "loss_sem_seg": 0.30399402929469943, "lr": 0.01, "mask_rcnn/accuracy": 0.9036183223289316, "mask_rcnn/false_negative": 0.08372370420495598, "mask_rcnn/false_positive": 0.10164730198552564, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.75, "time": 0.7327624624595046, "total_loss": 1.5970700636898982} {"data_time": 0.010536364279687405, "eta_seconds": 125990.00095954351, "iteration": 97459, "loss_fcos_cls": 0.2509773934725672, "loss_fcos_ctr": 0.6155009167268872, "loss_fcos_loc": 0.1889189681969583, "loss_mask": 0.265230530872941, "loss_maskiou": 0.005194867637328571, "loss_sem_seg": 0.309977893717587, "lr": 0.01, "mask_rcnn/accuracy": 0.871468905323072, "mask_rcnn/false_negative": 0.09752853500181238, "mask_rcnn/false_positive": 0.13542591893264977, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 30.0, "time": 0.7395721450448036, "total_loss": 1.6479110893160396} {"data_time": 0.009739989414811134, "eta_seconds": 125850.06302848924, "iteration": 97479, "loss_fcos_cls": 0.252651912975125, "loss_fcos_ctr": 0.6216322407126427, "loss_fcos_loc": 0.19202508451417089, "loss_mask": 0.2555895787663758, "loss_maskiou": 0.005452615921967663, "loss_sem_seg": 0.304297374561429, "lr": 0.01, "mask_rcnn/accuracy": 0.9071141280804775, "mask_rcnn/false_negative": 0.07740568784390883, "mask_rcnn/false_positive": 0.1189553017312933, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.7085916632786393, "total_loss": 1.6635494390502572} {"data_time": 0.009888896718621254, "eta_seconds": 125570.08790114708, "iteration": 97499, "loss_fcos_cls": 0.26214555627666414, "loss_fcos_ctr": 0.620450864546001, "loss_fcos_loc": 0.19617081759497523, "loss_mask": 0.25570888724178076, "loss_maskiou": 0.004993376041966258, "loss_sem_seg": 0.2973653865046799, "lr": 0.01, "mask_rcnn/accuracy": 0.8905703647299437, "mask_rcnn/false_negative": 0.08604116128900732, "mask_rcnn/false_positive": 0.12779632249105607, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.5, "time": 0.7124082511290908, "total_loss": 1.651556879562122} {"data_time": 0.01083736028522253, "eta_seconds": 125471.92352390848, "iteration": 97519, "loss_fcos_cls": 0.27068372536450624, "loss_fcos_ctr": 0.6205379003658891, "loss_fcos_loc": 0.1985357168596238, "loss_mask": 0.2617167034186423, "loss_maskiou": 0.005493723270774353, "loss_sem_seg": 0.2628462081775069, "lr": 0.01, "mask_rcnn/accuracy": 0.8612402539518222, "mask_rcnn/false_negative": 0.10116690528193545, "mask_rcnn/false_positive": 0.15817093929302767, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7129923161119223, "total_loss": 1.620777657677536} {"data_time": 0.009384827688336372, "eta_seconds": 125540.97036840208, "iteration": 97539, "loss_fcos_cls": 0.2544831591658294, "loss_fcos_ctr": 0.6203431207686663, "loss_fcos_loc": 0.19455439364537597, "loss_mask": 0.26015422167256474, "loss_maskiou": 0.005652062209264841, "loss_sem_seg": 0.2720819623209536, "lr": 0.01, "mask_rcnn/accuracy": 0.8810138937059618, "mask_rcnn/false_negative": 0.10277204354613168, "mask_rcnn/false_positive": 0.13862182165844633, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7320077260956168, "total_loss": 1.591654804404243} {"data_time": 0.009412449784576893, "eta_seconds": 125526.41160202958, "iteration": 97559, "loss_fcos_cls": 0.252303265966475, "loss_fcos_ctr": 0.6214496679604053, "loss_fcos_loc": 0.19610980595462024, "loss_mask": 0.26620214618742466, "loss_maskiou": 0.005685231066308916, "loss_sem_seg": 0.29207734717056155, "lr": 0.01, "mask_rcnn/accuracy": 0.8915921380207095, "mask_rcnn/false_negative": 0.08896324273671159, "mask_rcnn/false_positive": 0.12208582877521235, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7256219480186701, "total_loss": 1.6467525341140572} {"data_time": 0.009287355467677116, "eta_seconds": 125489.95122757461, "iteration": 97579, "loss_fcos_cls": 0.2532524289563298, "loss_fcos_ctr": 0.6199826542288065, "loss_fcos_loc": 0.19566490361467004, "loss_mask": 0.2617795253172517, "loss_maskiou": 0.005285720850224607, "loss_sem_seg": 0.2988398112356663, "lr": 0.01, "mask_rcnn/accuracy": 0.8748036783019218, "mask_rcnn/false_negative": 0.10966489400233495, "mask_rcnn/false_positive": 0.12690056602841188, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7219796078279614, "total_loss": 1.6397932499676244} {"data_time": 0.010106189176440239, "eta_seconds": 125567.53482566122, "iteration": 97599, "loss_fcos_cls": 0.25945450575090945, "loss_fcos_ctr": 0.6189824836328626, "loss_fcos_loc": 0.20445053325966, "loss_mask": 0.27051109727472067, "loss_maskiou": 0.005350279840058647, "loss_sem_seg": 0.30627658450976014, "lr": 0.01, "mask_rcnn/accuracy": 0.8811570082578486, "mask_rcnn/false_negative": 0.09453479415423151, "mask_rcnn/false_positive": 0.14810664760920833, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7362701576203108, "total_loss": 1.670649069819774} {"data_time": 0.008944460190832615, "eta_seconds": 125507.98459577654, "iteration": 97619, "loss_fcos_cls": 0.24983209115453064, "loss_fcos_ctr": 0.6222762195393443, "loss_fcos_loc": 0.19979449920356274, "loss_mask": 0.27955998107790947, "loss_maskiou": 0.005891505650652107, "loss_sem_seg": 0.28932129638269544, "lr": 0.01, "mask_rcnn/accuracy": 0.8758170575123737, "mask_rcnn/false_negative": 0.11675202907412915, "mask_rcnn/false_positive": 0.1490825654848246, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.7227623118087649, "total_loss": 1.6523485797806643} {"data_time": 0.010174183174967766, "eta_seconds": 125446.28254989814, "iteration": 97639, "loss_fcos_cls": 0.25624062796123326, "loss_fcos_ctr": 0.621494865976274, "loss_fcos_loc": 0.20110306225251406, "loss_mask": 0.2583717764355242, "loss_maskiou": 0.005211751027673017, "loss_sem_seg": 0.27612704038619995, "lr": 0.01, "mask_rcnn/accuracy": 0.883714162042414, "mask_rcnn/false_negative": 0.08312201069833025, "mask_rcnn/false_positive": 0.14528207355453754, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7232156004756689, "total_loss": 1.6154939230473246} {"data_time": 0.010178658179938793, "eta_seconds": 125370.08002060466, "iteration": 97659, "loss_fcos_cls": 0.24764563445933163, "loss_fcos_ctr": 0.6214422211050987, "loss_fcos_loc": 0.19298501731827855, "loss_mask": 0.26765154069289565, "loss_maskiou": 0.005652606603689492, "loss_sem_seg": 0.2709619738161564, "lr": 0.01, "mask_rcnn/accuracy": 0.8913568999028183, "mask_rcnn/false_negative": 0.08769341457233473, "mask_rcnn/false_positive": 0.11952796235742244, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.75, "time": 0.7186479428783059, "total_loss": 1.6410148822687916} {"data_time": 0.009133642539381981, "eta_seconds": 125304.84098648466, "iteration": 97679, "loss_fcos_cls": 0.24393309699371457, "loss_fcos_ctr": 0.6181929903104901, "loss_fcos_loc": 0.19134137593209743, "loss_mask": 0.27109106350690126, "loss_maskiou": 0.005325913793058135, "loss_sem_seg": 0.3051622430793941, "lr": 0.01, "mask_rcnn/accuracy": 0.8878097280220179, "mask_rcnn/false_negative": 0.08886938945043832, "mask_rcnn/false_positive": 0.1366008725371432, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.75, "time": 0.7382443323731422, "total_loss": 1.62792557280045} {"data_time": 0.009936700575053692, "eta_seconds": 125241.50499238819, "iteration": 97699, "loss_fcos_cls": 0.25867476337589324, "loss_fcos_ctr": 0.6228663539513946, "loss_fcos_loc": 0.20604375086259097, "loss_mask": 0.26732415799051523, "loss_maskiou": 0.005523551670194138, "loss_sem_seg": 0.2919123796746135, "lr": 0.01, "mask_rcnn/accuracy": 0.8869535722214293, "mask_rcnn/false_negative": 0.10854618388996387, "mask_rcnn/false_positive": 0.1504068974791235, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.75, "time": 0.7096064705401659, "total_loss": 1.6569750764756463} {"data_time": 0.009787480346858501, "eta_seconds": 125326.43280490302, "iteration": 97719, "loss_fcos_cls": 0.2495535807684064, "loss_fcos_ctr": 0.6194086335599422, "loss_fcos_loc": 0.19776572287082672, "loss_mask": 0.26693282648921013, "loss_maskiou": 0.005857725307578221, "loss_sem_seg": 0.27332477271556854, "lr": 0.01, "mask_rcnn/accuracy": 0.8871095941019114, "mask_rcnn/false_negative": 0.0729172579650675, "mask_rcnn/false_positive": 0.1453184724093784, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.0, "time": 0.7291550580412149, "total_loss": 1.6024977853012388} {"data_time": 0.011235535144805908, "eta_seconds": 125344.63851917349, "iteration": 97739, "loss_fcos_cls": 0.26528698205947876, "loss_fcos_ctr": 0.619766753166914, "loss_fcos_loc": 0.2012653386918828, "loss_mask": 0.2706080237403512, "loss_maskiou": 0.005192449745663907, "loss_sem_seg": 0.304657150991261, "lr": 0.01, "mask_rcnn/accuracy": 0.8754504850720777, "mask_rcnn/false_negative": 0.10985986658270708, "mask_rcnn/false_positive": 0.137156853346849, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 34.75, "time": 0.7246285537257791, "total_loss": 1.6565472806396428} {"data_time": 0.00943457055836916, "eta_seconds": 125330.0856443476, "iteration": 97759, "loss_fcos_cls": 0.2669439776800573, "loss_fcos_ctr": 0.6223313021473587, "loss_fcos_loc": 0.19787365826778114, "loss_mask": 0.27195404656231403, "loss_maskiou": 0.00606921462531318, "loss_sem_seg": 0.2699347957968712, "lr": 0.01, "mask_rcnn/accuracy": 0.8712467480973127, "mask_rcnn/false_negative": 0.11903269468836225, "mask_rcnn/false_positive": 0.17699424384134688, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.7353470716625452, "total_loss": 1.65092960333277} {"data_time": 0.00971967913210392, "eta_seconds": 125407.5071024783, "iteration": 97779, "loss_fcos_cls": 0.24997016764245927, "loss_fcos_ctr": 0.6218876726925373, "loss_fcos_loc": 0.19816480670124292, "loss_mask": 0.27094484958797693, "loss_maskiou": 0.005483775443281047, "loss_sem_seg": 0.29762566392309964, "lr": 0.01, "mask_rcnn/accuracy": 0.8872891487852674, "mask_rcnn/false_negative": 0.09282079305493832, "mask_rcnn/false_positive": 0.14700264714794864, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7535294815897942, "total_loss": 1.6465886533260345} {"data_time": 0.010246160440146923, "eta_seconds": 125392.94354668632, "iteration": 97799, "loss_fcos_cls": 0.25203797104768455, "loss_fcos_ctr": 0.6190293151885271, "loss_fcos_loc": 0.18887004791758955, "loss_mask": 0.25919349770992994, "loss_maskiou": 0.005779583880212158, "loss_sem_seg": 0.2682889439165592, "lr": 0.01, "mask_rcnn/accuracy": 0.8696663533834587, "mask_rcnn/false_negative": 0.09438646068011056, "mask_rcnn/false_positive": 0.1785312944859687, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.0, "time": 0.7339084558188915, "total_loss": 1.604535927890538} {"data_time": 0.009733485989272594, "eta_seconds": 125378.37999089435, "iteration": 97819, "loss_fcos_cls": 0.24925050872843713, "loss_fcos_ctr": 0.6182296094484627, "loss_fcos_loc": 0.19375031860545278, "loss_mask": 0.26877778116613626, "loss_maskiou": 0.005750706259277649, "loss_sem_seg": 0.29475809051655233, "lr": 0.01, "mask_rcnn/accuracy": 0.8810736040009737, "mask_rcnn/false_negative": 0.0810730236685265, "mask_rcnn/false_positive": 0.16292743497139323, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.0, "time": 0.7346277702599764, "total_loss": 1.6435428037730162} {"data_time": 0.010495794005692005, "eta_seconds": 125426.62236848753, "iteration": 97839, "loss_fcos_cls": 0.2536092451773584, "loss_fcos_ctr": 0.6230557467788458, "loss_fcos_loc": 0.20247043494600803, "loss_mask": 0.2746060211211443, "loss_maskiou": 0.006115127565863077, "loss_sem_seg": 0.3008245471864939, "lr": 0.01, "mask_rcnn/accuracy": 0.8700733418367347, "mask_rcnn/false_negative": 0.12125999085139219, "mask_rcnn/false_positive": 0.1748072446710916, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.5, "time": 0.7446762900799513, "total_loss": 1.6726547838479746} {"data_time": 0.010423277504742146, "eta_seconds": 125412.05151650961, "iteration": 97859, "loss_fcos_cls": 0.2605292862281203, "loss_fcos_ctr": 0.6200534971430898, "loss_fcos_loc": 0.2044543344527483, "loss_mask": 0.27445574291050434, "loss_maskiou": 0.005901743061258458, "loss_sem_seg": 0.2779618473723531, "lr": 0.01, "mask_rcnn/accuracy": 0.8739880014969736, "mask_rcnn/false_negative": 0.10296095663611585, "mask_rcnn/false_positive": 0.1418857939872843, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7238217871636152, "total_loss": 1.633565841402742} {"data_time": 0.011464645154774189, "eta_seconds": 125351.0841839984, "iteration": 97879, "loss_fcos_cls": 0.2593463994562626, "loss_fcos_ctr": 0.6198631832376122, "loss_fcos_loc": 0.1976082227192819, "loss_mask": 0.2683981815353036, "loss_maskiou": 0.005684956515324302, "loss_sem_seg": 0.2924920986406505, "lr": 0.01, "mask_rcnn/accuracy": 0.8742531179138322, "mask_rcnn/false_negative": 0.11682127891868416, "mask_rcnn/false_positive": 0.1355642848398232, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.5, "time": 0.7345187477767467, "total_loss": 1.6168867805536138} {"data_time": 0.010721207596361637, "eta_seconds": 125336.51872316748, "iteration": 97899, "loss_fcos_cls": 0.2644133016001433, "loss_fcos_ctr": 0.6200211672112346, "loss_fcos_loc": 0.19743178272619843, "loss_mask": 0.25184318237006664, "loss_maskiou": 0.0047545970301143825, "loss_sem_seg": 0.3290280394721776, "lr": 0.01, "mask_rcnn/accuracy": 0.8797779641748003, "mask_rcnn/false_negative": 0.09883650894416082, "mask_rcnn/false_positive": 0.14570838129018254, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7308898959308863, "total_loss": 1.6606310548013425} {"data_time": 0.01075709331780672, "eta_seconds": 125383.19196773507, "iteration": 97919, "loss_fcos_cls": 0.26397582527715713, "loss_fcos_ctr": 0.6189627898856997, "loss_fcos_loc": 0.19685103790834546, "loss_mask": 0.28018215019255877, "loss_maskiou": 0.006366875590174459, "loss_sem_seg": 0.30538437026552856, "lr": 0.01, "mask_rcnn/accuracy": 0.8834122020150573, "mask_rcnn/false_negative": 0.09022997939906784, "mask_rcnn/false_positive": 0.13461923357533054, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.75, "time": 0.7532867705449462, "total_loss": 1.6458008336776402} {"data_time": 0.010091299191117287, "eta_seconds": 125385.55496788025, "iteration": 97939, "loss_fcos_cls": 0.2649566153995693, "loss_fcos_ctr": 0.6194430245086551, "loss_fcos_loc": 0.19049993238877505, "loss_mask": 0.26197987236082554, "loss_maskiou": 0.00553225823387038, "loss_sem_seg": 0.3156618122011423, "lr": 0.01, "mask_rcnn/accuracy": 0.8822244344892429, "mask_rcnn/false_negative": 0.09549237800360935, "mask_rcnn/false_positive": 0.1382378722463804, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7407197775319219, "total_loss": 1.660262949517346} {"data_time": 0.010371338576078415, "eta_seconds": 125370.98042106628, "iteration": 97959, "loss_fcos_cls": 0.2597172795794904, "loss_fcos_ctr": 0.6221985789015889, "loss_fcos_loc": 0.20683832908980548, "loss_mask": 0.2675549630075693, "loss_maskiou": 0.005706339055905119, "loss_sem_seg": 0.28684553294442594, "lr": 0.01, "mask_rcnn/accuracy": 0.8621295866831581, "mask_rcnn/false_negative": 0.10687544916718258, "mask_rcnn/false_positive": 0.14981522233539576, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7236998258158565, "total_loss": 1.66535251266032} {"data_time": 0.010377738624811172, "eta_seconds": 125369.50776624028, "iteration": 97979, "loss_fcos_cls": 0.2524733419995755, "loss_fcos_ctr": 0.6216776333749294, "loss_fcos_loc": 0.19353187619708478, "loss_mask": 0.2651349981315434, "loss_maskiou": 0.006054234007024206, "loss_sem_seg": 0.26609987835399806, "lr": 0.01, "mask_rcnn/accuracy": 0.8795511539127674, "mask_rcnn/false_negative": 0.10907449657908416, "mask_rcnn/false_positive": 0.15841773733083314, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.0, "time": 0.7371474569663405, "total_loss": 1.631558211396623} {"data_time": 0.009386676363646984, "eta_seconds": 125310.05555266421, "iteration": 97999, "loss_fcos_cls": 0.2602738618152216, "loss_fcos_ctr": 0.6157092610374093, "loss_fcos_loc": 0.1956009849673137, "loss_mask": 0.2737467950209975, "loss_maskiou": 0.005437859130324796, "loss_sem_seg": 0.3156920815818012, "lr": 0.01, "mask_rcnn/accuracy": 0.8807564330079858, "mask_rcnn/false_negative": 0.08928905143680346, "mask_rcnn/false_positive": 0.1116416048908763, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7179599618539214, "total_loss": 1.6588323680043686} {"data_time": 0.0111900819465518, "eta_seconds": 125249.12595818192, "iteration": 98019, "loss_fcos_cls": 0.25551911059301347, "loss_fcos_ctr": 0.6197875775396824, "loss_fcos_loc": 0.19770960754249245, "loss_mask": 0.2687572338618338, "loss_maskiou": 0.005594683301751502, "loss_sem_seg": 0.26895606564357877, "lr": 0.01, "mask_rcnn/accuracy": 0.8698857468519323, "mask_rcnn/false_negative": 0.0949407061037722, "mask_rcnn/false_positive": 0.13747558530732995, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.5, "time": 0.7234715279191732, "total_loss": 1.608678946562577} {"data_time": 0.010033768601715565, "eta_seconds": 125263.4423179226, "iteration": 98039, "loss_fcos_cls": 0.26261807372793555, "loss_fcos_ctr": 0.6221112413331866, "loss_fcos_loc": 0.20012087514624, "loss_mask": 0.27011307422071695, "loss_maskiou": 0.0060237498400965706, "loss_sem_seg": 0.327997884247452, "lr": 0.01, "mask_rcnn/accuracy": 0.8872230710466005, "mask_rcnn/false_negative": 0.09104211603462198, "mask_rcnn/false_positive": 0.14687559012204904, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.25, "time": 0.7435537297278643, "total_loss": 1.6714393695365288} {"data_time": 0.009913177229464054, "eta_seconds": 125298.10768699646, "iteration": 98059, "loss_fcos_cls": 0.24918721022550017, "loss_fcos_ctr": 0.6180067649111152, "loss_fcos_loc": 0.18602332868613303, "loss_mask": 0.2711365018039942, "loss_maskiou": 0.0057646854111226276, "loss_sem_seg": 0.28961026296019554, "lr": 0.01, "mask_rcnn/accuracy": 0.8889746688148944, "mask_rcnn/false_negative": 0.08959878752765606, "mask_rcnn/false_positive": 0.1389305590096476, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.25, "time": 0.7231130348518491, "total_loss": 1.6362130050401902} {"data_time": 0.00959866400808096, "eta_seconds": 125262.05946336407, "iteration": 98079, "loss_fcos_cls": 0.26942776096984744, "loss_fcos_ctr": 0.6193015007302165, "loss_fcos_loc": 0.19078550324775279, "loss_mask": 0.26637876499444246, "loss_maskiou": 0.005592241250269581, "loss_sem_seg": 0.27135800605174154, "lr": 0.01, "mask_rcnn/accuracy": 0.8939767129422302, "mask_rcnn/false_negative": 0.08580058175520369, "mask_rcnn/false_positive": 0.12203101258956314, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.25, "time": 0.7174130063503981, "total_loss": 1.6211880681439652} {"data_time": 0.01141788437962532, "eta_seconds": 125247.48741463665, "iteration": 98099, "loss_fcos_cls": 0.2527220787014812, "loss_fcos_ctr": 0.6186208883300424, "loss_fcos_loc": 0.19622231740504503, "loss_mask": 0.28125770948827267, "loss_maskiou": 0.006000830806442536, "loss_sem_seg": 0.24837412626948208, "lr": 0.01, "mask_rcnn/accuracy": 0.885695704324949, "mask_rcnn/false_negative": 0.0926519777819095, "mask_rcnn/false_positive": 0.12696763419673565, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7434126315638423, "total_loss": 1.5851958335697418} {"data_time": 0.01041171420365572, "eta_seconds": 125173.83779560309, "iteration": 98119, "loss_fcos_cls": 0.2665144575294107, "loss_fcos_ctr": 0.6208262941800058, "loss_fcos_loc": 0.20484231831505895, "loss_mask": 0.2635170975700021, "loss_maskiou": 0.0056528060376876965, "loss_sem_seg": 0.26247337460517883, "lr": 0.01, "mask_rcnn/accuracy": 0.8860882421150278, "mask_rcnn/false_negative": 0.08036257896883936, "mask_rcnn/false_positive": 0.15535094249163034, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.0, "time": 0.7246786532923579, "total_loss": 1.6313294519059127} {"data_time": 0.010359092615544796, "eta_seconds": 125064.05057839025, "iteration": 98139, "loss_fcos_cls": 0.25159325217828155, "loss_fcos_ctr": 0.6227492587640882, "loss_fcos_loc": 0.2007172906305641, "loss_mask": 0.270360317081213, "loss_maskiou": 0.006191363965626806, "loss_sem_seg": 0.2908866903744638, "lr": 0.01, "mask_rcnn/accuracy": 0.8711688976665934, "mask_rcnn/false_negative": 0.09183702818342424, "mask_rcnn/false_positive": 0.13920310002926767, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7127866251394153, "total_loss": 1.6427575807174435} {"data_time": 0.00997109990566969, "eta_seconds": 125144.70744663011, "iteration": 98159, "loss_fcos_cls": 0.25717836839612573, "loss_fcos_ctr": 0.6218646885827184, "loss_fcos_loc": 0.19554535578936338, "loss_mask": 0.26606514444574714, "loss_maskiou": 0.006185970982187428, "loss_sem_seg": 0.294232435291633, "lr": 0.01, "mask_rcnn/accuracy": 0.8783275219315032, "mask_rcnn/false_negative": 0.09945538626799756, "mask_rcnn/false_positive": 0.13140395257418047, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7421837113797665, "total_loss": 1.6174066612438764} {"data_time": 0.010021212510764599, "eta_seconds": 125116.23598663881, "iteration": 98179, "loss_fcos_cls": 0.24789560679346323, "loss_fcos_ctr": 0.6195540884509683, "loss_fcos_loc": 0.19251284166239202, "loss_mask": 0.2695795614272356, "loss_maskiou": 0.006157831092423294, "loss_sem_seg": 0.28095257794484496, "lr": 0.01, "mask_rcnn/accuracy": 0.8814741805813234, "mask_rcnn/false_negative": 0.09275894799891544, "mask_rcnn/false_positive": 0.14779089941109452, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.727592010051012, "total_loss": 1.590818115422735} {"data_time": 0.009783424437046051, "eta_seconds": 125115.57709765714, "iteration": 98199, "loss_fcos_cls": 0.26693319785408676, "loss_fcos_ctr": 0.6198481051251292, "loss_fcos_loc": 0.20627596718259156, "loss_mask": 0.26859753392636776, "loss_maskiou": 0.005449658798170276, "loss_sem_seg": 0.27853440726175904, "lr": 0.01, "mask_rcnn/accuracy": 0.8878161872689523, "mask_rcnn/false_negative": 0.10860181287646152, "mask_rcnn/false_positive": 0.10269690295435595, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7295867325738072, "total_loss": 1.6547003213781863} {"data_time": 0.010488160885870457, "eta_seconds": 125101.01192317065, "iteration": 98219, "loss_fcos_cls": 0.2514237656723708, "loss_fcos_ctr": 0.6191848563030362, "loss_fcos_loc": 0.18778411822859198, "loss_mask": 0.25042699184268713, "loss_maskiou": 0.005220198247116059, "loss_sem_seg": 0.29616651125252247, "lr": 0.01, "mask_rcnn/accuracy": 0.8868018419689399, "mask_rcnn/false_negative": 0.0985206417825113, "mask_rcnn/false_positive": 0.11546613148557155, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7427129689604044, "total_loss": 1.6120350138808135} {"data_time": 0.010019750334322453, "eta_seconds": 125166.93676567078, "iteration": 98239, "loss_fcos_cls": 0.2526236257981509, "loss_fcos_ctr": 0.6199522214010358, "loss_fcos_loc": 0.18719047401100397, "loss_mask": 0.2745245657861233, "loss_maskiou": 0.005587081490375567, "loss_sem_seg": 0.31462963204830885, "lr": 0.01, "mask_rcnn/accuracy": 0.8866990641920034, "mask_rcnn/false_negative": 0.09224634043008113, "mask_rcnn/false_positive": 0.1572158081692755, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.75, "time": 0.7360631385818124, "total_loss": 1.6931233996510855} {"data_time": 0.010093415156006813, "eta_seconds": 125152.36221885681, "iteration": 98259, "loss_fcos_cls": 0.2616147412918508, "loss_fcos_ctr": 0.6206522509455681, "loss_fcos_loc": 0.20272391545586288, "loss_mask": 0.27001976128667593, "loss_maskiou": 0.006912506869412027, "loss_sem_seg": 0.3166162162087858, "lr": 0.01, "mask_rcnn/accuracy": 0.8790712303776577, "mask_rcnn/false_negative": 0.1154941002398101, "mask_rcnn/false_positive": 0.13970448571498845, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7281112307682633, "total_loss": 1.6788082252023742} {"data_time": 0.008890594355762005, "eta_seconds": 125155.78496951424, "iteration": 98279, "loss_fcos_cls": 0.2598412102088332, "loss_fcos_ctr": 0.6210205876268446, "loss_fcos_loc": 0.21522493055090308, "loss_mask": 0.26438182312995195, "loss_maskiou": 0.006005771239870228, "loss_sem_seg": 0.2830799613147974, "lr": 0.01, "mask_rcnn/accuracy": 0.9001122180193917, "mask_rcnn/false_negative": 0.09509067144733838, "mask_rcnn/false_positive": 0.0909562686133226, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.75, "time": 0.7438941625878215, "total_loss": 1.6532687851067749} {"data_time": 0.009564128704369068, "eta_seconds": 125152.9781099977, "iteration": 98299, "loss_fcos_cls": 0.2574476619483903, "loss_fcos_ctr": 0.6212312835268676, "loss_fcos_loc": 0.19898804230615497, "loss_mask": 0.28312085662037134, "loss_maskiou": 0.005813212068460416, "loss_sem_seg": 0.2902586702257395, "lr": 0.01, "mask_rcnn/accuracy": 0.8815158268489839, "mask_rcnn/false_negative": 0.0926093178846735, "mask_rcnn/false_positive": 0.15395797418328577, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.25, "time": 0.7222671834751964, "total_loss": 1.6576504633412696} {"data_time": 0.0095674442127347, "eta_seconds": 125138.40009611193, "iteration": 98319, "loss_fcos_cls": 0.25830850866623223, "loss_fcos_ctr": 0.6210711868479848, "loss_fcos_loc": 0.208194091450423, "loss_mask": 0.270522668492049, "loss_maskiou": 0.006507203681394458, "loss_sem_seg": 0.2731887632980943, "lr": 0.01, "mask_rcnn/accuracy": 0.8680536755518534, "mask_rcnn/false_negative": 0.12130012398539569, "mask_rcnn/false_positive": 0.1362033465813336, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.741050710901618, "total_loss": 1.644485427554173} {"data_time": 0.009501555003225803, "eta_seconds": 125072.62282990757, "iteration": 98339, "loss_fcos_cls": 0.2554624394979328, "loss_fcos_ctr": 0.6182407857850194, "loss_fcos_loc": 0.18607936287298799, "loss_mask": 0.26223751716315746, "loss_maskiou": 0.005848327586136293, "loss_sem_seg": 0.2814757372252643, "lr": 0.01, "mask_rcnn/accuracy": 0.8950803055477183, "mask_rcnn/false_negative": 0.07134674236761936, "mask_rcnn/false_positive": 0.1322191779403452, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.5, "time": 0.7245846232399344, "total_loss": 1.624772269227833} {"data_time": 0.010146215558052063, "eta_seconds": 125091.67445008643, "iteration": 98359, "loss_fcos_cls": 0.26705126359593123, "loss_fcos_ctr": 0.6216546152718365, "loss_fcos_loc": 0.20034129917621613, "loss_mask": 0.2829694631509483, "loss_maskiou": 0.005714074824936688, "loss_sem_seg": 0.29082248359918594, "lr": 0.01, "mask_rcnn/accuracy": 0.8699625067944854, "mask_rcnn/false_negative": 0.10092361919552961, "mask_rcnn/false_positive": 0.14010467178035732, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7243980308994651, "total_loss": 1.6677231402572943} {"data_time": 0.009611673653125763, "eta_seconds": 125077.98636416439, "iteration": 98379, "loss_fcos_cls": 0.2491140146739781, "loss_fcos_ctr": 0.6190465474501252, "loss_fcos_loc": 0.1901732012629509, "loss_mask": 0.26926313526928425, "loss_maskiou": 0.006222008334589191, "loss_sem_seg": 0.3058255026116967, "lr": 0.01, "mask_rcnn/accuracy": 0.9065141207998351, "mask_rcnn/false_negative": 0.06977214416018958, "mask_rcnn/false_positive": 0.12286180403838651, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7490782057866454, "total_loss": 1.6595280991314212} {"data_time": 0.010401989333331585, "eta_seconds": 125068.3251119759, "iteration": 98399, "loss_fcos_cls": 0.2875095629133284, "loss_fcos_ctr": 0.6208647862076759, "loss_fcos_loc": 0.21123049478046596, "loss_mask": 0.273969704285264, "loss_maskiou": 0.005546200045500882, "loss_sem_seg": 0.28588779200799763, "lr": 0.01, "mask_rcnn/accuracy": 0.884571894233884, "mask_rcnn/false_negative": 0.10729307307420996, "mask_rcnn/false_positive": 0.12210225544258417, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.7230309611186385, "total_loss": 1.6775129439338343} {"data_time": 0.011320600286126137, "eta_seconds": 125065.5100266831, "iteration": 98419, "loss_fcos_cls": 0.2587508801952936, "loss_fcos_ctr": 0.620243935380131, "loss_fcos_loc": 0.19508131023030728, "loss_mask": 0.28104013949632645, "loss_maskiou": 0.00666719872970134, "loss_sem_seg": 0.2956922841258347, "lr": 0.01, "mask_rcnn/accuracy": 0.8903457637335757, "mask_rcnn/false_negative": 0.07871622932052488, "mask_rcnn/false_positive": 0.14391589066801208, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7302074991166592, "total_loss": 1.6513237883991678} {"data_time": 0.010341034270823002, "eta_seconds": 125033.370583551, "iteration": 98439, "loss_fcos_cls": 0.259525288362056, "loss_fcos_ctr": 0.6249586194753647, "loss_fcos_loc": 0.2023721099831164, "loss_mask": 0.27831179089844227, "loss_maskiou": 0.005483299639308825, "loss_sem_seg": 0.29005889780819416, "lr": 0.01, "mask_rcnn/accuracy": 0.899351474460752, "mask_rcnn/false_negative": 0.1040716315004232, "mask_rcnn/false_positive": 0.1106002526338514, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.5, "time": 0.7244243789464235, "total_loss": 1.6361301938086399} {"data_time": 0.010642748326063156, "eta_seconds": 125018.79461691715, "iteration": 98459, "loss_fcos_cls": 0.26194631308317184, "loss_fcos_ctr": 0.6199606377631426, "loss_fcos_loc": 0.19411053869407624, "loss_mask": 0.27522429544478655, "loss_maskiou": 0.0055300869134953246, "loss_sem_seg": 0.28902522241696715, "lr": 0.01, "mask_rcnn/accuracy": 0.8857260083314448, "mask_rcnn/false_negative": 0.10068504092262014, "mask_rcnn/false_positive": 0.14090835061102203, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7386009525507689, "total_loss": 1.589086951156787} {"data_time": 0.009711764752864838, "eta_seconds": 125021.7759850258, "iteration": 98479, "loss_fcos_cls": 0.2513882073108107, "loss_fcos_ctr": 0.6204529730603099, "loss_fcos_loc": 0.19499717419967055, "loss_mask": 0.26557059958577156, "loss_maskiou": 0.005449920097817085, "loss_sem_seg": 0.27272212924435735, "lr": 0.01, "mask_rcnn/accuracy": 0.8849405195751769, "mask_rcnn/false_negative": 0.09392260133496788, "mask_rcnn/false_positive": 0.15833310164072972, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.7350273057818413, "total_loss": 1.624375308476374} {"data_time": 0.009977313689887524, "eta_seconds": 125036.4868115019, "iteration": 98499, "loss_fcos_cls": 0.2624275507114362, "loss_fcos_ctr": 0.6205754987895489, "loss_fcos_loc": 0.20174706424586475, "loss_mask": 0.2708585415966809, "loss_maskiou": 0.006023581656336319, "loss_sem_seg": 0.30043666483834386, "lr": 0.01, "mask_rcnn/accuracy": 0.8736316401560624, "mask_rcnn/false_negative": 0.11304175322957062, "mask_rcnn/false_positive": 0.13100264321295432, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.754405664280057, "total_loss": 1.6662003504970926} {"data_time": 0.009978040121495724, "eta_seconds": 125043.62450440414, "iteration": 98519, "loss_fcos_cls": 0.257987238233909, "loss_fcos_ctr": 0.6223416337743402, "loss_fcos_loc": 0.2001009969972074, "loss_mask": 0.2651642393320799, "loss_maskiou": 0.005344776298443321, "loss_sem_seg": 0.28822851460427046, "lr": 0.01, "mask_rcnn/accuracy": 0.8924014648963033, "mask_rcnn/false_negative": 0.09200868487658563, "mask_rcnn/false_positive": 0.12043830170564865, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.25, "time": 0.7211776385083795, "total_loss": 1.6365893558904645} {"data_time": 0.009426580742001534, "eta_seconds": 125001.91269001644, "iteration": 98539, "loss_fcos_cls": 0.2744627590291202, "loss_fcos_ctr": 0.6219222126528621, "loss_fcos_loc": 0.19918741984292865, "loss_mask": 0.27449801843613386, "loss_maskiou": 0.006369145892676897, "loss_sem_seg": 0.3169793989509344, "lr": 0.01, "mask_rcnn/accuracy": 0.8781284473248759, "mask_rcnn/false_negative": 0.11131127060662331, "mask_rcnn/false_positive": 0.12663137284351306, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.0, "time": 0.7179337935522199, "total_loss": 1.6929832771420479} {"data_time": 0.010116617195308208, "eta_seconds": 125014.45657921024, "iteration": 98559, "loss_fcos_cls": 0.26069179573096335, "loss_fcos_ctr": 0.6205045469105244, "loss_fcos_loc": 0.18342169519746676, "loss_mask": 0.257133855484426, "loss_maskiou": 0.0057892080512829125, "loss_sem_seg": 0.26998203294351697, "lr": 0.01, "mask_rcnn/accuracy": 0.8786520794942796, "mask_rcnn/false_negative": 0.09310410267205976, "mask_rcnn/false_positive": 0.13887622826184276, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.75, "time": 0.7393077397719026, "total_loss": 1.594044871180813} {"data_time": 0.00977341365069151, "eta_seconds": 124978.16109360568, "iteration": 98579, "loss_fcos_cls": 0.2553313724929467, "loss_fcos_ctr": 0.6182641787454486, "loss_fcos_loc": 0.19470167579129338, "loss_mask": 0.2605417943559587, "loss_maskiou": 0.004967433824276668, "loss_sem_seg": 0.2701499070972204, "lr": 0.01, "mask_rcnn/accuracy": 0.887165003363983, "mask_rcnn/false_negative": 0.07666498928546356, "mask_rcnn/false_positive": 0.14775899066646114, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.75, "time": 0.7209173496812582, "total_loss": 1.621205007948447} {"data_time": 0.010364328511059284, "eta_seconds": 124941.96725016739, "iteration": 98599, "loss_fcos_cls": 0.2645429181866348, "loss_fcos_ctr": 0.6173856137320399, "loss_fcos_loc": 0.18794566008727998, "loss_mask": 0.2537099001929164, "loss_maskiou": 0.005799888051114976, "loss_sem_seg": 0.30416419403627515, "lr": 0.01, "mask_rcnn/accuracy": 0.8843160835762875, "mask_rcnn/false_negative": 0.09903207882109832, "mask_rcnn/false_positive": 0.13094388264582513, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.25, "time": 0.7141437651589513, "total_loss": 1.6247501721372828} {"data_time": 0.00964736845344305, "eta_seconds": 124984.36515796557, "iteration": 98619, "loss_fcos_cls": 0.25616553938016295, "loss_fcos_ctr": 0.6185847613960505, "loss_fcos_loc": 0.19517175533110276, "loss_mask": 0.2571623851545155, "loss_maskiou": 0.00554298325732816, "loss_sem_seg": 0.3111247727647424, "lr": 0.01, "mask_rcnn/accuracy": 0.9111522108843537, "mask_rcnn/false_negative": 0.09448099795908727, "mask_rcnn/false_positive": 0.11122011710663296, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.75, "time": 0.7450801990926266, "total_loss": 1.6284290027724637} {"data_time": 0.010129479691386223, "eta_seconds": 124969.77960120514, "iteration": 98639, "loss_fcos_cls": 0.24829537281766534, "loss_fcos_ctr": 0.6212951838970184, "loss_fcos_loc": 0.2012505973689258, "loss_mask": 0.2570828627794981, "loss_maskiou": 0.004805843411304522, "loss_sem_seg": 0.3009464982897043, "lr": 0.01, "mask_rcnn/accuracy": 0.9052867240646258, "mask_rcnn/false_negative": 0.10117711916209837, "mask_rcnn/false_positive": 0.10519508651945497, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.7159147141501307, "total_loss": 1.6378760453444556} {"data_time": 0.009430909529328346, "eta_seconds": 124982.28344233427, "iteration": 98659, "loss_fcos_cls": 0.2620175734627992, "loss_fcos_ctr": 0.6208403189666569, "loss_fcos_loc": 0.20195550378412008, "loss_mask": 0.2741964692249894, "loss_maskiou": 0.005304943584633293, "loss_sem_seg": 0.2805433962494135, "lr": 0.01, "mask_rcnn/accuracy": 0.8685904381057442, "mask_rcnn/false_negative": 0.09240419435449776, "mask_rcnn/false_positive": 0.16658035768801643, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7298791548237205, "total_loss": 1.657214116115938} {"data_time": 0.010647919028997421, "eta_seconds": 124926.79643961601, "iteration": 98679, "loss_fcos_cls": 0.2555394443916157, "loss_fcos_ctr": 0.6225674813613296, "loss_fcos_loc": 0.19686439726501703, "loss_mask": 0.26371697150170803, "loss_maskiou": 0.005236622499069199, "loss_sem_seg": 0.30698548862710595, "lr": 0.01, "mask_rcnn/accuracy": 0.8868441591028576, "mask_rcnn/false_negative": 0.09503189506120908, "mask_rcnn/false_positive": 0.1379729154082126, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.25, "time": 0.7236585235223174, "total_loss": 1.6473363332261215} {"data_time": 0.010171500034630299, "eta_seconds": 124926.02293092385, "iteration": 98699, "loss_fcos_cls": 0.24770228751003742, "loss_fcos_ctr": 0.618639606051147, "loss_fcos_loc": 0.20248334074858576, "loss_mask": 0.26621176302433014, "loss_maskiou": 0.005198471655603498, "loss_sem_seg": 0.2885515415109694, "lr": 0.01, "mask_rcnn/accuracy": 0.873970759714251, "mask_rcnn/false_negative": 0.10651750020950065, "mask_rcnn/false_positive": 0.1412810151708493, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7241455987095833, "total_loss": 1.6593206476900377} {"data_time": 0.010544407181441784, "eta_seconds": 124938.51728591789, "iteration": 98719, "loss_fcos_cls": 0.25613337359391153, "loss_fcos_ctr": 0.6190254110842943, "loss_fcos_loc": 0.19999188976362348, "loss_mask": 0.27038879599422216, "loss_maskiou": 0.006923802284291014, "loss_sem_seg": 0.29287034599110484, "lr": 0.01, "mask_rcnn/accuracy": 0.8849411979645969, "mask_rcnn/false_negative": 0.10725773631545521, "mask_rcnn/false_positive": 0.14605908871667161, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.0, "time": 0.7323293322697282, "total_loss": 1.6410908578691306} {"data_time": 0.010257173329591751, "eta_seconds": 124885.87412302382, "iteration": 98739, "loss_fcos_cls": 0.25114787882193923, "loss_fcos_ctr": 0.6193867139518261, "loss_fcos_loc": 0.18630838044919074, "loss_mask": 0.25146788358688354, "loss_maskiou": 0.005078558140667155, "loss_sem_seg": 0.2723329681903124, "lr": 0.01, "mask_rcnn/accuracy": 0.8937997330079572, "mask_rcnn/false_negative": 0.0939886462352067, "mask_rcnn/false_positive": 0.11288257051922804, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.0, "time": 0.7063293140381575, "total_loss": 1.5899381788258324} {"data_time": 0.009878541342914104, "eta_seconds": 124871.28984824754, "iteration": 98759, "loss_fcos_cls": 0.25011176289990544, "loss_fcos_ctr": 0.6161800865083933, "loss_fcos_loc": 0.18931672652252018, "loss_mask": 0.2609562249854207, "loss_maskiou": 0.00540459540206939, "loss_sem_seg": 0.2645447440445423, "lr": 0.01, "mask_rcnn/accuracy": 0.8943456757381285, "mask_rcnn/false_negative": 0.09817320049216195, "mask_rcnn/false_positive": 0.11930769749014686, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7266702214255929, "total_loss": 1.6116075327736326} {"data_time": 0.011339670978486538, "eta_seconds": 124826.94311066251, "iteration": 98779, "loss_fcos_cls": 0.26171550271101296, "loss_fcos_ctr": 0.6206854833289981, "loss_fcos_loc": 0.19592833728529513, "loss_mask": 0.2645851755514741, "loss_maskiou": 0.005586880040937103, "loss_sem_seg": 0.28575831558555365, "lr": 0.01, "mask_rcnn/accuracy": 0.8691121087763168, "mask_rcnn/false_negative": 0.10337794078216873, "mask_rcnn/false_positive": 0.13430097344411862, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7258032374083996, "total_loss": 1.6023431134599377} {"data_time": 0.01019015908241272, "eta_seconds": 124805.02616412565, "iteration": 98799, "loss_fcos_cls": 0.25391815160401165, "loss_fcos_ctr": 0.6203927025198936, "loss_fcos_loc": 0.1915520429611206, "loss_mask": 0.26427103392779827, "loss_maskiou": 0.005655145781929605, "loss_sem_seg": 0.2964289345545694, "lr": 0.01, "mask_rcnn/accuracy": 0.9072532378335949, "mask_rcnn/false_negative": 0.08240525356514772, "mask_rcnn/false_positive": 0.12947771207070521, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.25, "time": 0.7273252233862877, "total_loss": 1.6720866370815202} {"data_time": 0.009371527470648289, "eta_seconds": 124752.15272165649, "iteration": 98819, "loss_fcos_cls": 0.26443295675562695, "loss_fcos_ctr": 0.6218438830692321, "loss_fcos_loc": 0.1990266257780604, "loss_mask": 0.2716543124988675, "loss_maskiou": 0.005764986897702329, "loss_sem_seg": 0.2932306674774736, "lr": 0.01, "mask_rcnn/accuracy": 0.8740277360944377, "mask_rcnn/false_negative": 0.1022875067118193, "mask_rcnn/false_positive": 0.16225179121126776, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.5, "time": 0.7100123828276992, "total_loss": 1.7091368095243524} {"data_time": 0.01029245276004076, "eta_seconds": 124650.6382815959, "iteration": 98839, "loss_fcos_cls": 0.26407373370602727, "loss_fcos_ctr": 0.6204337012022734, "loss_fcos_loc": 0.1942204819060862, "loss_mask": 0.2683165045455098, "loss_maskiou": 0.005779951137810713, "loss_sem_seg": 0.28868895466439426, "lr": 0.01, "mask_rcnn/accuracy": 0.8690483920841063, "mask_rcnn/false_negative": 0.09016549980445365, "mask_rcnn/false_positive": 0.1572396193293792, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.0, "time": 0.7239669384434819, "total_loss": 1.6092280970333377} {"data_time": 0.011077329516410828, "eta_seconds": 124636.07297311071, "iteration": 98859, "loss_fcos_cls": 0.266867145197466, "loss_fcos_ctr": 0.6198035944253206, "loss_fcos_loc": 0.20260154246352613, "loss_mask": 0.27097976859658957, "loss_maskiou": 0.005500831219251268, "loss_sem_seg": 0.2889032242819667, "lr": 0.01, "mask_rcnn/accuracy": 0.8840836334533814, "mask_rcnn/false_negative": 0.09935470229916736, "mask_rcnn/false_positive": 0.13429731221621244, "roi_head/num_bg_samples": 78.75, "roi_head/num_fg_samples": 26.75, "time": 0.7216762723401189, "total_loss": 1.6666142024405417} {"data_time": 0.010509422980248928, "eta_seconds": 124582.75139139872, "iteration": 98879, "loss_fcos_cls": 0.25884757307358086, "loss_fcos_ctr": 0.6232657302170992, "loss_fcos_loc": 0.20447977783624083, "loss_mask": 0.26664236281067133, "loss_maskiou": 0.005356611727620475, "loss_sem_seg": 0.2938130209222436, "lr": 0.01, "mask_rcnn/accuracy": 0.880400838273225, "mask_rcnn/false_negative": 0.09249820136089587, "mask_rcnn/false_positive": 0.14046397988887577, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 33.75, "time": 0.7245264993980527, "total_loss": 1.6680939667930943} {"data_time": 0.010389843955636024, "eta_seconds": 124521.1322606029, "iteration": 98899, "loss_fcos_cls": 0.25311350903939456, "loss_fcos_ctr": 0.6178739522583783, "loss_fcos_loc": 0.1944109289906919, "loss_mask": 0.2784767411649227, "loss_maskiou": 0.006051380776625592, "loss_sem_seg": 0.2716295006684959, "lr": 0.01, "mask_rcnn/accuracy": 0.8939130176843235, "mask_rcnn/false_negative": 0.08059846668396894, "mask_rcnn/false_positive": 0.13364911080780145, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.5, "time": 0.7315626181662083, "total_loss": 1.6131261026894208} {"data_time": 0.009885484352707863, "eta_seconds": 124427.80583068728, "iteration": 98919, "loss_fcos_cls": 0.2603118245024234, "loss_fcos_ctr": 0.621641006320715, "loss_fcos_loc": 0.1996955731883645, "loss_mask": 0.2690989635884762, "loss_maskiou": 0.006042950706614647, "loss_sem_seg": 0.29074052814394236, "lr": 0.01, "mask_rcnn/accuracy": 0.8765409288715487, "mask_rcnn/false_negative": 0.10265417943207492, "mask_rcnn/false_positive": 0.14308540574057982, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.716199298389256, "total_loss": 1.6699911566174706} {"data_time": 0.009108683094382286, "eta_seconds": 124447.09911071509, "iteration": 98939, "loss_fcos_cls": 0.2722422215156257, "loss_fcos_ctr": 0.6228738697245717, "loss_fcos_loc": 0.19629377080127597, "loss_mask": 0.27826136816293, "loss_maskiou": 0.006168193358462304, "loss_sem_seg": 0.26838793349452317, "lr": 0.01, "mask_rcnn/accuracy": 0.8604761398607061, "mask_rcnn/false_negative": 0.09866797955885671, "mask_rcnn/false_positive": 0.17649439446476506, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.0, "time": 0.7322627296671271, "total_loss": 1.6404096001788275} {"data_time": 0.010669012553989887, "eta_seconds": 124432.54908480495, "iteration": 98959, "loss_fcos_cls": 0.2586869376245886, "loss_fcos_ctr": 0.6207710057497025, "loss_fcos_loc": 0.19138331548310816, "loss_mask": 0.2596091814339161, "loss_maskiou": 0.006062769727577688, "loss_sem_seg": 0.2807592721655965, "lr": 0.01, "mask_rcnn/accuracy": 0.8971974206349207, "mask_rcnn/false_negative": 0.09165889730107935, "mask_rcnn/false_positive": 0.10030826074744245, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7135680615901947, "total_loss": 1.6371982287528226} {"data_time": 0.009919318370521069, "eta_seconds": 124352.83808844164, "iteration": 98979, "loss_fcos_cls": 0.2574065651278943, "loss_fcos_ctr": 0.624131073243916, "loss_fcos_loc": 0.2012588637880981, "loss_mask": 0.2636899328790605, "loss_maskiou": 0.006024661706760526, "loss_sem_seg": 0.28203559783287346, "lr": 0.01, "mask_rcnn/accuracy": 0.8971157350302759, "mask_rcnn/false_negative": 0.090318729111118, "mask_rcnn/false_positive": 0.09695448666941678, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.75, "time": 0.712898189201951, "total_loss": 1.6628103027833276} {"data_time": 0.009985505603253841, "eta_seconds": 124403.44903298467, "iteration": 98999, "loss_fcos_cls": 0.24707895726896822, "loss_fcos_ctr": 0.6176775768399239, "loss_fcos_loc": 0.19434631569311023, "loss_mask": 0.27143505262210965, "loss_maskiou": 0.005556796255405061, "loss_sem_seg": 0.27781490236520767, "lr": 0.01, "mask_rcnn/accuracy": 0.8995148574230207, "mask_rcnn/false_negative": 0.11086354979697541, "mask_rcnn/false_positive": 0.10211874719712626, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.5, "time": 0.7212619809433818, "total_loss": 1.631272818769503} {"data_time": 0.010011277161538601, "eta_seconds": 124405.10836815555, "iteration": 99019, "loss_fcos_cls": 0.2483292092802003, "loss_fcos_ctr": 0.6207104343920946, "loss_fcos_loc": 0.20784396585077047, "loss_mask": 0.27983932103961706, "loss_maskiou": 0.006232522238860838, "loss_sem_seg": 0.3244141526520252, "lr": 0.01, "mask_rcnn/accuracy": 0.8745495221898283, "mask_rcnn/false_negative": 0.107237928646504, "mask_rcnn/false_positive": 0.12221914902878686, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.5, "time": 0.7357892161235213, "total_loss": 1.6806821464560926} {"data_time": 0.009693419560790062, "eta_seconds": 124267.78202859778, "iteration": 99039, "loss_fcos_cls": 0.2607687606359832, "loss_fcos_ctr": 0.6184925921261311, "loss_fcos_loc": 0.1886147180921398, "loss_mask": 0.27050347765907645, "loss_maskiou": 0.0057640488594188355, "loss_sem_seg": 0.33018499659374356, "lr": 0.01, "mask_rcnn/accuracy": 0.884144109032502, "mask_rcnn/false_negative": 0.10476744906466467, "mask_rcnn/false_positive": 0.12536577260089649, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.25, "time": 0.718551741912961, "total_loss": 1.679947232696577} {"data_time": 0.009499609470367432, "eta_seconds": 124277.67867155466, "iteration": 99059, "loss_fcos_cls": 0.25326466001570225, "loss_fcos_ctr": 0.6195221841335297, "loss_fcos_loc": 0.19712772843195125, "loss_mask": 0.26933385618031025, "loss_maskiou": 0.005701050922652939, "loss_sem_seg": 0.290214201901108, "lr": 0.01, "mask_rcnn/accuracy": 0.8915225009126856, "mask_rcnn/false_negative": 0.08363280968310224, "mask_rcnn/false_positive": 0.14995348107296186, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.726621400564909, "total_loss": 1.6370161898412334} {"data_time": 0.010231847874820232, "eta_seconds": 124270.83473169338, "iteration": 99079, "loss_fcos_cls": 0.25228719145525247, "loss_fcos_ctr": 0.6194177935831249, "loss_fcos_loc": 0.20024840044789016, "loss_mask": 0.2634448604658246, "loss_maskiou": 0.005492495096405037, "loss_sem_seg": 0.2821958758868277, "lr": 0.01, "mask_rcnn/accuracy": 0.8993708924247665, "mask_rcnn/false_negative": 0.07758546449321671, "mask_rcnn/false_positive": 0.11783675699694694, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.7198859192430973, "total_loss": 1.631184855439642} {"data_time": 0.009994382970035076, "eta_seconds": 124199.88793433178, "iteration": 99099, "loss_fcos_cls": 0.24561085156165063, "loss_fcos_ctr": 0.6216394873335958, "loss_fcos_loc": 0.19552225666120648, "loss_mask": 0.26696050725877285, "loss_maskiou": 0.0054512055503437296, "loss_sem_seg": 0.30068890075199306, "lr": 0.01, "mask_rcnn/accuracy": 0.8779291180758018, "mask_rcnn/false_negative": 0.1059167903469719, "mask_rcnn/false_positive": 0.15550144702332033, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.25, "time": 0.7157282000407577, "total_loss": 1.656506697559962} {"data_time": 0.010353327728807926, "eta_seconds": 124241.75209474843, "iteration": 99119, "loss_fcos_cls": 0.2575273811817169, "loss_fcos_ctr": 0.6224806252866983, "loss_fcos_loc": 0.20268599595874548, "loss_mask": 0.2785439435392618, "loss_maskiou": 0.006025229551596567, "loss_sem_seg": 0.2780503979884088, "lr": 0.01, "mask_rcnn/accuracy": 0.8861696113131365, "mask_rcnn/false_negative": 0.10241711884285164, "mask_rcnn/false_positive": 0.14021506601059014, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.0, "time": 0.7365379072725773, "total_loss": 1.6446121845947346} {"data_time": 0.009298441931605339, "eta_seconds": 124233.32697036397, "iteration": 99139, "loss_fcos_cls": 0.2575218826532364, "loss_fcos_ctr": 0.6211918015033007, "loss_fcos_loc": 0.20957302977330983, "loss_mask": 0.2682537529617548, "loss_maskiou": 0.005446567432954907, "loss_sem_seg": 0.30863923695869744, "lr": 0.01, "mask_rcnn/accuracy": 0.8760124362244898, "mask_rcnn/false_negative": 0.10677944863542843, "mask_rcnn/false_positive": 0.14449345662762292, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.25, "time": 0.7285169493407011, "total_loss": 1.6588509876382886} {"data_time": 0.010374896228313446, "eta_seconds": 124281.4507670179, "iteration": 99159, "loss_fcos_cls": 0.252452238695696, "loss_fcos_ctr": 0.6195164266973734, "loss_fcos_loc": 0.1934235510416329, "loss_mask": 0.25823203567415476, "loss_maskiou": 0.005036426689912332, "loss_sem_seg": 0.2942410986870527, "lr": 0.01, "mask_rcnn/accuracy": 0.8819871569317382, "mask_rcnn/false_negative": 0.1136995112174139, "mask_rcnn/false_positive": 0.13481500781582928, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.75, "time": 0.7362780943512917, "total_loss": 1.661556986200594} {"data_time": 0.009564937092363834, "eta_seconds": 124266.90139646083, "iteration": 99179, "loss_fcos_cls": 0.2510397369042039, "loss_fcos_ctr": 0.6184357814490795, "loss_fcos_loc": 0.19077550049405545, "loss_mask": 0.26552408933639526, "loss_maskiou": 0.006059438783267979, "loss_sem_seg": 0.30491809779778123, "lr": 0.01, "mask_rcnn/accuracy": 0.8970165896547297, "mask_rcnn/false_negative": 0.0874296701530977, "mask_rcnn/false_positive": 0.11276710473515249, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7284932173788548, "total_loss": 1.640331529386458} {"data_time": 0.010083114728331566, "eta_seconds": 124259.12557986192, "iteration": 99199, "loss_fcos_cls": 0.267962837126106, "loss_fcos_ctr": 0.6190491132438183, "loss_fcos_loc": 0.19530856306664646, "loss_mask": 0.26695515774190426, "loss_maskiou": 0.006010667562804883, "loss_sem_seg": 0.31477156560868025, "lr": 0.01, "mask_rcnn/accuracy": 0.8926008143642072, "mask_rcnn/false_negative": 0.09671194545688135, "mask_rcnn/false_positive": 0.14238920132551552, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.25, "time": 0.7341004805639386, "total_loss": 1.6925327353237662} {"data_time": 0.010053290985524654, "eta_seconds": 124175.15883276891, "iteration": 99219, "loss_fcos_cls": 0.26665166777092963, "loss_fcos_ctr": 0.6232852656394243, "loss_fcos_loc": 0.1983271430945024, "loss_mask": 0.2619056673720479, "loss_maskiou": 0.0052900120645063, "loss_sem_seg": 0.28349585563410074, "lr": 0.01, "mask_rcnn/accuracy": 0.8659596437359138, "mask_rcnn/false_negative": 0.11829093882422065, "mask_rcnn/false_positive": 0.13655509588378578, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7246458735316992, "total_loss": 1.6722518817914533} {"data_time": 0.010174878872931004, "eta_seconds": 124149.89936677366, "iteration": 99239, "loss_fcos_cls": 0.26118727726861835, "loss_fcos_ctr": 0.6205804273486137, "loss_fcos_loc": 0.19996814976911992, "loss_mask": 0.2796242730692029, "loss_maskiou": 0.006059921593987383, "loss_sem_seg": 0.29075807495974004, "lr": 0.01, "mask_rcnn/accuracy": 0.8609848507705862, "mask_rcnn/false_negative": 0.12972120122731248, "mask_rcnn/false_positive": 0.15279993130494007, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7393316207453609, "total_loss": 1.6868989497306757} {"data_time": 0.009937022812664509, "eta_seconds": 124146.07476397138, "iteration": 99259, "loss_fcos_cls": 0.26365103432908654, "loss_fcos_ctr": 0.6220711139030755, "loss_fcos_loc": 0.19280704588163644, "loss_mask": 0.26470360718667507, "loss_maskiou": 0.005744053531088866, "loss_sem_seg": 0.2815433880314231, "lr": 0.01, "mask_rcnn/accuracy": 0.8748861457334611, "mask_rcnn/false_negative": 0.09712704615547302, "mask_rcnn/false_positive": 0.15353584531308717, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.75, "time": 0.7553615933284163, "total_loss": 1.6310904959973413} {"data_time": 0.009352798573672771, "eta_seconds": 124125.42154696863, "iteration": 99279, "loss_fcos_cls": 0.2640750575810671, "loss_fcos_ctr": 0.6215787576511502, "loss_fcos_loc": 0.20957341219764203, "loss_mask": 0.2682678885757923, "loss_maskiou": 0.005280587909510359, "loss_sem_seg": 0.26873563043773174, "lr": 0.01, "mask_rcnn/accuracy": 0.8783071836255066, "mask_rcnn/false_negative": 0.09022721417724265, "mask_rcnn/false_positive": 0.15080756692570907, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.5, "time": 0.7275423584505916, "total_loss": 1.628677751039504} {"data_time": 0.010669942945241928, "eta_seconds": 124149.54948604852, "iteration": 99299, "loss_fcos_cls": 0.24980409094132483, "loss_fcos_ctr": 0.6187693094834685, "loss_fcos_loc": 0.19364146434236318, "loss_mask": 0.25291432812809944, "loss_maskiou": 0.005167267045180779, "loss_sem_seg": 0.2619690198916942, "lr": 0.01, "mask_rcnn/accuracy": 0.8788028622380126, "mask_rcnn/false_negative": 0.09465933116981028, "mask_rcnn/false_positive": 0.16958366683675744, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.75, "time": 0.7276698173955083, "total_loss": 1.5793074795910798} {"data_time": 0.010814071632921696, "eta_seconds": 124091.73625019938, "iteration": 99319, "loss_fcos_cls": 0.2634122050367296, "loss_fcos_ctr": 0.6197571204975247, "loss_fcos_loc": 0.19482240732759237, "loss_mask": 0.26203559525310993, "loss_maskiou": 0.00617825191875454, "loss_sem_seg": 0.2758082852233201, "lr": 0.01, "mask_rcnn/accuracy": 0.8808860796793965, "mask_rcnn/false_negative": 0.11112276912613431, "mask_rcnn/false_positive": 0.11813265837247852, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.75, "time": 0.727693572640419, "total_loss": 1.6198913498883485} {"data_time": 0.009907952509820461, "eta_seconds": 124150.50643200427, "iteration": 99339, "loss_fcos_cls": 0.2707522897981107, "loss_fcos_ctr": 0.6185290412977338, "loss_fcos_loc": 0.19482038356363773, "loss_mask": 0.2750558126717806, "loss_maskiou": 0.005647528902045451, "loss_sem_seg": 0.3370905742049217, "lr": 0.01, "mask_rcnn/accuracy": 0.8813067395632952, "mask_rcnn/false_negative": 0.09967605132378275, "mask_rcnn/false_positive": 0.13810220568321052, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.25, "time": 0.7365955589339137, "total_loss": 1.6974656609309022} {"data_time": 0.010213300585746765, "eta_seconds": 124067.25627307873, "iteration": 99359, "loss_fcos_cls": 0.2688343668123707, "loss_fcos_ctr": 0.6215869532898068, "loss_fcos_loc": 0.20002050534822047, "loss_mask": 0.26657918002456427, "loss_maskiou": 0.006129904810222797, "loss_sem_seg": 0.35382621828466654, "lr": 0.01, "mask_rcnn/accuracy": 0.8705042181492404, "mask_rcnn/false_negative": 0.10754025544265194, "mask_rcnn/false_positive": 0.17570557187928115, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7097056973725557, "total_loss": 1.733609352246276} {"data_time": 0.010457336902618408, "eta_seconds": 124045.03198541794, "iteration": 99379, "loss_fcos_cls": 0.26469460828229785, "loss_fcos_ctr": 0.6226917756721377, "loss_fcos_loc": 0.1999841391807422, "loss_mask": 0.2642367254011333, "loss_maskiou": 0.005941217357758433, "loss_sem_seg": 0.3191521163098514, "lr": 0.01, "mask_rcnn/accuracy": 0.8631476837439307, "mask_rcnn/false_negative": 0.11242006832331236, "mask_rcnn/false_positive": 0.1529892414104342, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.5, "time": 0.7287546303123236, "total_loss": 1.6469060067465762} {"data_time": 0.010827331803739071, "eta_seconds": 124033.36674257834, "iteration": 99399, "loss_fcos_cls": 0.25641136651393026, "loss_fcos_ctr": 0.6215685373172164, "loss_fcos_loc": 0.19718664651736617, "loss_mask": 0.2749870950356126, "loss_maskiou": 0.0059625736030284315, "loss_sem_seg": 0.29135784052778035, "lr": 0.01, "mask_rcnn/accuracy": 0.8789290064279525, "mask_rcnn/false_negative": 0.0849451148784342, "mask_rcnn/false_positive": 0.15279282987917248, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 44.75, "time": 0.7336364360526204, "total_loss": 1.6650036824285053} {"data_time": 0.010322573594748974, "eta_seconds": 123981.3366451636, "iteration": 99419, "loss_fcos_cls": 0.26550540735479444, "loss_fcos_ctr": 0.6209240695461631, "loss_fcos_loc": 0.19722453085705638, "loss_mask": 0.2665818091481924, "loss_maskiou": 0.005470074451295659, "loss_sem_seg": 0.28588164935354143, "lr": 0.01, "mask_rcnn/accuracy": 0.8978219452337897, "mask_rcnn/false_negative": 0.0929566580300023, "mask_rcnn/false_positive": 0.12897347329904837, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.25, "time": 0.7172707607969642, "total_loss": 1.6598515160294482} {"data_time": 0.010646212846040726, "eta_seconds": 124015.1964543825, "iteration": 99439, "loss_fcos_cls": 0.2532354474533349, "loss_fcos_ctr": 0.6178237027488649, "loss_fcos_loc": 0.17999541806057096, "loss_mask": 0.258206931874156, "loss_maskiou": 0.0055813993531046435, "loss_sem_seg": 0.2707565543241799, "lr": 0.01, "mask_rcnn/accuracy": 0.8892602040816326, "mask_rcnn/false_negative": 0.10168182968914595, "mask_rcnn/false_positive": 0.13068041542320138, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7452252898365259, "total_loss": 1.5685122326685814} {"data_time": 0.009589653462171555, "eta_seconds": 123938.26301899273, "iteration": 99459, "loss_fcos_cls": 0.2678566286340356, "loss_fcos_ctr": 0.6183214411139488, "loss_fcos_loc": 0.19414912280626595, "loss_mask": 0.25948977563530207, "loss_maskiou": 0.00523328697818215, "loss_sem_seg": 0.2953214917797595, "lr": 0.01, "mask_rcnn/accuracy": 0.9002488711001642, "mask_rcnn/false_negative": 0.0762899096380577, "mask_rcnn/false_positive": 0.10993680511963932, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 28.25, "time": 0.721596747636795, "total_loss": 1.6675027851961204} {"data_time": 0.009297407232224941, "eta_seconds": 123937.72756678611, "iteration": 99479, "loss_fcos_cls": 0.26673447876237333, "loss_fcos_ctr": 0.6211282666772604, "loss_fcos_loc": 0.20359712629579008, "loss_mask": 0.252394181676209, "loss_maskiou": 0.00553122375276871, "loss_sem_seg": 0.27783418516628444, "lr": 0.01, "mask_rcnn/accuracy": 0.903671007876835, "mask_rcnn/false_negative": 0.08737865553962301, "mask_rcnn/false_positive": 0.12050164104322894, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.75, "time": 0.7366523118689656, "total_loss": 1.644547514639271} {"data_time": 0.010406767018139362, "eta_seconds": 123923.19120732695, "iteration": 99499, "loss_fcos_cls": 0.25000174227170646, "loss_fcos_ctr": 0.6194444019347429, "loss_fcos_loc": 0.19557844591327012, "loss_mask": 0.27049044938758016, "loss_maskiou": 0.005582911006058566, "loss_sem_seg": 0.3013436895562336, "lr": 0.01, "mask_rcnn/accuracy": 0.8802339901477833, "mask_rcnn/false_negative": 0.11172602900222608, "mask_rcnn/false_positive": 0.1297964450708571, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7531105764210224, "total_loss": 1.6312295296011143} {"data_time": 0.010627344250679016, "eta_seconds": 123950.92572529893, "iteration": 99519, "loss_fcos_cls": 0.2584375608712435, "loss_fcos_ctr": 0.6199296470731497, "loss_fcos_loc": 0.19055113126523793, "loss_mask": 0.2659009015187621, "loss_maskiou": 0.0056837436350178905, "loss_sem_seg": 0.29912177030928433, "lr": 0.01, "mask_rcnn/accuracy": 0.8977443127788749, "mask_rcnn/false_negative": 0.082620641356351, "mask_rcnn/false_positive": 0.10827400095943224, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.727491170167923, "total_loss": 1.636437577981269} {"data_time": 0.009801628068089485, "eta_seconds": 123974.99929667264, "iteration": 99539, "loss_fcos_cls": 0.26390653662383556, "loss_fcos_ctr": 0.6200603824108839, "loss_fcos_loc": 0.19949159608222544, "loss_mask": 0.2632613042369485, "loss_maskiou": 0.00595489758416079, "loss_sem_seg": 0.2825283147394657, "lr": 0.01, "mask_rcnn/accuracy": 0.8900103730812714, "mask_rcnn/false_negative": 0.1140655300794925, "mask_rcnn/false_positive": 0.12110304982149384, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.5, "time": 0.7290723901242018, "total_loss": 1.6151264303480275} {"data_time": 0.010737912729382515, "eta_seconds": 123921.84308835398, "iteration": 99559, "loss_fcos_cls": 0.25629098690114915, "loss_fcos_ctr": 0.6209581596776843, "loss_fcos_loc": 0.20362953864969313, "loss_mask": 0.2611534995958209, "loss_maskiou": 0.005553269758820534, "loss_sem_seg": 0.2780717755667865, "lr": 0.01, "mask_rcnn/accuracy": 0.882102593957619, "mask_rcnn/false_negative": 0.07576086832786592, "mask_rcnn/false_positive": 0.1371557996128508, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.0, "time": 0.7374320458620787, "total_loss": 1.6098816007870482} {"data_time": 0.009215978905558586, "eta_seconds": 123986.64467786718, "iteration": 99579, "loss_fcos_cls": 0.2537474222481251, "loss_fcos_ctr": 0.6207723030820489, "loss_fcos_loc": 0.2016571625135839, "loss_mask": 0.26117103174328804, "loss_maskiou": 0.0054418810323113576, "loss_sem_seg": 0.27213603630661964, "lr": 0.01, "mask_rcnn/accuracy": 0.8689394428657539, "mask_rcnn/false_negative": 0.10649518404394176, "mask_rcnn/false_positive": 0.1461025995858122, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.5, "time": 0.74149717297405, "total_loss": 1.6294490523796412} {"data_time": 0.01083090528845787, "eta_seconds": 124039.7185667539, "iteration": 99599, "loss_fcos_cls": 0.2581030500587076, "loss_fcos_ctr": 0.6222780607640743, "loss_fcos_loc": 0.20225191162899137, "loss_mask": 0.2665342465043068, "loss_maskiou": 0.005512725198059343, "loss_sem_seg": 0.27317427401430905, "lr": 0.01, "mask_rcnn/accuracy": 0.887788439239332, "mask_rcnn/false_negative": 0.08077505653902581, "mask_rcnn/false_positive": 0.1363309988117828, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.0, "time": 0.7354315593838692, "total_loss": 1.6226045690309547} {"data_time": 0.009571193717420101, "eta_seconds": 123953.57214198075, "iteration": 99619, "loss_fcos_cls": 0.25404745526611805, "loss_fcos_ctr": 0.6202508304268122, "loss_fcos_loc": 0.19796075858175755, "loss_mask": 0.2701751198619604, "loss_maskiou": 0.005743986948800739, "loss_sem_seg": 0.2604036363773048, "lr": 0.01, "mask_rcnn/accuracy": 0.883975942881397, "mask_rcnn/false_negative": 0.10790091715664077, "mask_rcnn/false_positive": 0.12043372245655301, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.25, "time": 0.7370247356593609, "total_loss": 1.6350148229284969} {"data_time": 0.011000435799360275, "eta_seconds": 123939.02197827213, "iteration": 99639, "loss_fcos_cls": 0.2503900877200067, "loss_fcos_ctr": 0.6166488481685519, "loss_fcos_loc": 0.1824118330841884, "loss_mask": 0.256557528860867, "loss_maskiou": 0.005563953425735235, "loss_sem_seg": 0.27833917329553515, "lr": 0.01, "mask_rcnn/accuracy": 0.9127024231741929, "mask_rcnn/false_negative": 0.0737788285559767, "mask_rcnn/false_positive": 0.1197953421923699, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 34.75, "time": 0.7168808123096824, "total_loss": 1.6173646719034878} {"data_time": 0.011083061806857586, "eta_seconds": 123918.89013970457, "iteration": 99659, "loss_fcos_cls": 0.24849631276447326, "loss_fcos_ctr": 0.6212327335961163, "loss_fcos_loc": 0.20431843609549105, "loss_mask": 0.27049677167087793, "loss_maskiou": 0.006155555776786059, "loss_sem_seg": 0.26593812834471464, "lr": 0.01, "mask_rcnn/accuracy": 0.8808705195040979, "mask_rcnn/false_negative": 0.09809337987004646, "mask_rcnn/false_positive": 0.15679306692143102, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 34.75, "time": 0.7240908993408084, "total_loss": 1.6194306783436332} {"data_time": 0.010654875077307224, "eta_seconds": 123898.18967655767, "iteration": 99679, "loss_fcos_cls": 0.23998828348703682, "loss_fcos_ctr": 0.6189820962026715, "loss_fcos_loc": 0.19045967620331794, "loss_mask": 0.2654345193877816, "loss_maskiou": 0.005718618580431212, "loss_sem_seg": 0.267533476697281, "lr": 0.01, "mask_rcnn/accuracy": 0.8837502161881702, "mask_rcnn/false_negative": 0.10815462691841378, "mask_rcnn/false_positive": 0.12450485600608562, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.75, "time": 0.7225031070411205, "total_loss": 1.6058251157664927} {"data_time": 0.009723212569952011, "eta_seconds": 123859.64662518539, "iteration": 99699, "loss_fcos_cls": 0.26004771632142365, "loss_fcos_ctr": 0.6218862982932478, "loss_fcos_loc": 0.19596232753247023, "loss_mask": 0.2732430072501302, "loss_maskiou": 0.005478269114973955, "loss_sem_seg": 0.28979685017839074, "lr": 0.01, "mask_rcnn/accuracy": 0.8921505402333199, "mask_rcnn/false_negative": 0.08640706774910772, "mask_rcnn/false_positive": 0.12535833988260064, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.7179417898878455, "total_loss": 1.6344837049837224} {"data_time": 0.00988465640693903, "eta_seconds": 123875.2416146379, "iteration": 99719, "loss_fcos_cls": 0.25580417225137353, "loss_fcos_ctr": 0.6187317483127117, "loss_fcos_loc": 0.19425268191844225, "loss_mask": 0.26265784818679094, "loss_maskiou": 0.005203113745665178, "loss_sem_seg": 0.2918610777705908, "lr": 0.01, "mask_rcnn/accuracy": 0.8873941713782287, "mask_rcnn/false_negative": 0.08891357867704658, "mask_rcnn/false_positive": 0.1386973591643805, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.7535611437633634, "total_loss": 1.6249091451172717} {"data_time": 0.010696547105908394, "eta_seconds": 123860.69210628234, "iteration": 99739, "loss_fcos_cls": 0.24935027887113392, "loss_fcos_ctr": 0.6170220845378935, "loss_fcos_loc": 0.1900981572107412, "loss_mask": 0.26642642775550485, "loss_maskiou": 0.006085996035835706, "loss_sem_seg": 0.30723602464422584, "lr": 0.01, "mask_rcnn/accuracy": 0.8963621678066831, "mask_rcnn/false_negative": 0.07966721990156848, "mask_rcnn/false_positive": 0.13892905993341673, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.75, "time": 0.712457787245512, "total_loss": 1.6490462484580348} {"data_time": 0.009714155457913876, "eta_seconds": 123855.68900901172, "iteration": 99759, "loss_fcos_cls": 0.25715523620601743, "loss_fcos_ctr": 0.6218735864385962, "loss_fcos_loc": 0.20007938356138766, "loss_mask": 0.2727552871219814, "loss_maskiou": 0.00548313180115656, "loss_sem_seg": 0.2818541831802577, "lr": 0.01, "mask_rcnn/accuracy": 0.8946271250435658, "mask_rcnn/false_negative": 0.09767978614149607, "mask_rcnn/false_positive": 0.12589452127928127, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.5, "time": 0.7440739963203669, "total_loss": 1.6360583736677654} {"data_time": 0.009858788922429085, "eta_seconds": 123837.17083231173, "iteration": 99779, "loss_fcos_cls": 0.2762821582145989, "loss_fcos_ctr": 0.6222508870996535, "loss_fcos_loc": 0.19801070546964183, "loss_mask": 0.2729661902412772, "loss_maskiou": 0.005462351484311512, "loss_sem_seg": 0.32210224913433194, "lr": 0.01, "mask_rcnn/accuracy": 0.8896830524973147, "mask_rcnn/false_negative": 0.09405092781118796, "mask_rcnn/false_positive": 0.1126225298663357, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 24.0, "time": 0.7260902170091867, "total_loss": 1.6919383946660673} {"data_time": 0.010364855639636517, "eta_seconds": 123887.90416663326, "iteration": 99799, "loss_fcos_cls": 0.2528245074208826, "loss_fcos_ctr": 0.619361724704504, "loss_fcos_loc": 0.19269043358508497, "loss_mask": 0.27704180125147104, "loss_maskiou": 0.00539964615018107, "loss_sem_seg": 0.2896491945721209, "lr": 0.01, "mask_rcnn/accuracy": 0.8915501771115073, "mask_rcnn/false_negative": 0.09365317157758188, "mask_rcnn/false_positive": 0.12659030937224408, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.5, "time": 0.7377828937023878, "total_loss": 1.6471209714509314} {"data_time": 0.01029573380947113, "eta_seconds": 123907.34221643955, "iteration": 99819, "loss_fcos_cls": 0.2660960878711194, "loss_fcos_ctr": 0.6183088379912078, "loss_fcos_loc": 0.191806799499318, "loss_mask": 0.254391448572278, "loss_maskiou": 0.004932023737637792, "loss_sem_seg": 0.29631819343194366, "lr": 0.01, "mask_rcnn/accuracy": 0.8676706478045764, "mask_rcnn/false_negative": 0.10193832067607422, "mask_rcnn/false_positive": 0.1366042328090701, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 33.5, "time": 0.7254066839814186, "total_loss": 1.6400681365339551} {"data_time": 0.010074380785226822, "eta_seconds": 123892.78038612753, "iteration": 99839, "loss_fcos_cls": 0.26081731589511037, "loss_fcos_ctr": 0.6219770610332489, "loss_fcos_loc": 0.19258404918946326, "loss_mask": 0.2691777697764337, "loss_maskiou": 0.005264883970085066, "loss_sem_seg": 0.2934593860991299, "lr": 0.01, "mask_rcnn/accuracy": 0.88117265820802, "mask_rcnn/false_negative": 0.09610828245570298, "mask_rcnn/false_positive": 0.1349935591474064, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7150241928175092, "total_loss": 1.6570464436954353} {"data_time": 0.011224096640944481, "eta_seconds": 123998.2940941453, "iteration": 99859, "loss_fcos_cls": 0.26052828691899776, "loss_fcos_ctr": 0.6183881796896458, "loss_fcos_loc": 0.18709345487877727, "loss_mask": 0.2624764023348689, "loss_maskiou": 0.005389951766119339, "loss_sem_seg": 0.3240873997565359, "lr": 0.01, "mask_rcnn/accuracy": 0.8951531407120389, "mask_rcnn/false_negative": 0.08985849541405097, "mask_rcnn/false_positive": 0.10991302435613723, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.0, "time": 0.7423949474468827, "total_loss": 1.6727995076362276} {"data_time": 0.009881619364023209, "eta_seconds": 123983.71814900637, "iteration": 99879, "loss_fcos_cls": 0.25417602236848325, "loss_fcos_ctr": 0.6196060990914702, "loss_fcos_loc": 0.19026881689205766, "loss_mask": 0.25719461124390364, "loss_maskiou": 0.005672947285347618, "loss_sem_seg": 0.2942801327444613, "lr": 0.01, "mask_rcnn/accuracy": 0.8833797663802363, "mask_rcnn/false_negative": 0.0864605391336604, "mask_rcnn/false_positive": 0.1176751396224267, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.0, "time": 0.7337452340871096, "total_loss": 1.6316367917897878} {"data_time": 0.010781977325677872, "eta_seconds": 123969.14220386744, "iteration": 99899, "loss_fcos_cls": 0.26203982275910676, "loss_fcos_ctr": 0.6233127964660525, "loss_fcos_loc": 0.20535615109838545, "loss_mask": 0.26403179531916976, "loss_maskiou": 0.005286721068841871, "loss_sem_seg": 0.3064578836783767, "lr": 0.01, "mask_rcnn/accuracy": 0.8888477471580738, "mask_rcnn/false_negative": 0.07224238958068191, "mask_rcnn/false_positive": 0.13312229902076272, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.732369177043438, "total_loss": 1.690619756707747} {"data_time": 0.010184716433286667, "eta_seconds": 123991.6192510128, "iteration": 99919, "loss_fcos_cls": 0.25633864663541317, "loss_fcos_ctr": 0.6186762666329741, "loss_fcos_loc": 0.19745581259485334, "loss_mask": 0.25750121753662825, "loss_maskiou": 0.0050835383153753355, "loss_sem_seg": 0.2853993894532323, "lr": 0.01, "mask_rcnn/accuracy": 0.8844833450621628, "mask_rcnn/false_negative": 0.08884489488050325, "mask_rcnn/false_positive": 0.13770194818060089, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7327107358723879, "total_loss": 1.6506122082428192} {"data_time": 0.010817212052643299, "eta_seconds": 123923.02241245564, "iteration": 99939, "loss_fcos_cls": 0.26218251837417483, "loss_fcos_ctr": 0.6208975543268025, "loss_fcos_loc": 0.1885100055951625, "loss_mask": 0.2751524057239294, "loss_maskiou": 0.0055403552105417475, "loss_sem_seg": 0.257967634126544, "lr": 0.01, "mask_rcnn/accuracy": 0.8855208326582459, "mask_rcnn/false_negative": 0.10501125775748743, "mask_rcnn/false_positive": 0.1209821455344426, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.0, "time": 0.7221058486029506, "total_loss": 1.6691858545818832} {"data_time": 0.010035103186964989, "eta_seconds": 123925.41436845064, "iteration": 99959, "loss_fcos_cls": 0.25467633933294564, "loss_fcos_ctr": 0.6204680146183819, "loss_fcos_loc": 0.18726452701957896, "loss_mask": 0.26229300489649177, "loss_maskiou": 0.005151573954208288, "loss_sem_seg": 0.2957264734432101, "lr": 0.01, "mask_rcnn/accuracy": 0.8747654234107436, "mask_rcnn/false_negative": 0.11776873848905953, "mask_rcnn/false_positive": 0.12837602281314614, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 33.0, "time": 0.734890722669661, "total_loss": 1.671886914249626} {"data_time": 0.011349850334227085, "eta_seconds": 124008.11144391913, "iteration": 99979, "loss_fcos_cls": 0.26235885033383965, "loss_fcos_ctr": 0.6217563832178712, "loss_fcos_loc": 0.20692858914844692, "loss_mask": 0.27072902489453554, "loss_maskiou": 0.005742262350395322, "loss_sem_seg": 0.29860355518758297, "lr": 0.01, "mask_rcnn/accuracy": 0.8625075030012005, "mask_rcnn/false_negative": 0.10079878016391153, "mask_rcnn/false_positive": 0.18621566741486195, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7523601036518812, "total_loss": 1.6625077388598584} {"data_time": 0.010204647667706013, "eta_seconds": 124030.29695774429, "iteration": 99999, "loss_fcos_cls": 0.2755465693771839, "loss_fcos_ctr": 0.619614576920867, "loss_fcos_loc": 0.20985600887797773, "loss_mask": 0.27771970070898533, "loss_maskiou": 0.006020664208335802, "loss_sem_seg": 0.29802750842645764, "lr": 0.01, "mask_rcnn/accuracy": 0.8691702927485655, "mask_rcnn/false_negative": 0.10212214383013364, "mask_rcnn/false_positive": 0.16409859865960202, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7312305523082614, "total_loss": 1.6928038207406644} {"data_time": 0.009979135356843472, "eta_seconds": 124015.70524393581, "iteration": 100019, "loss_fcos_cls": 0.251175407320261, "loss_fcos_ctr": 0.6198448985815048, "loss_fcos_loc": 0.19685085583478212, "loss_mask": 0.26141421869397163, "loss_maskiou": 0.005832503113197163, "loss_sem_seg": 0.30956714786589146, "lr": 0.01, "mask_rcnn/accuracy": 0.8801055449652389, "mask_rcnn/false_negative": 0.10396266999021346, "mask_rcnn/false_positive": 0.1311690764102909, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.0, "time": 0.7318198010325432, "total_loss": 1.6606947052277974} {"data_time": 0.010121248662471771, "eta_seconds": 124053.0870895246, "iteration": 100039, "loss_fcos_cls": 0.2638040501624346, "loss_fcos_ctr": 0.6206307229585946, "loss_fcos_loc": 0.1961524577345699, "loss_mask": 0.2742461282759905, "loss_maskiou": 0.00567307545861695, "loss_sem_seg": 0.2877516681328416, "lr": 0.01, "mask_rcnn/accuracy": 0.8869465959074393, "mask_rcnn/false_negative": 0.08226321650791396, "mask_rcnn/false_positive": 0.15966031687281146, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7305953232571483, "total_loss": 1.6407427236117655} {"data_time": 0.010657865554094315, "eta_seconds": 124017.97748207767, "iteration": 100059, "loss_fcos_cls": 0.26042487064842135, "loss_fcos_ctr": 0.6194604337215424, "loss_fcos_loc": 0.19013579795137048, "loss_mask": 0.25603656843304634, "loss_maskiou": 0.0058498671860434115, "loss_sem_seg": 0.27925139223225415, "lr": 0.01, "mask_rcnn/accuracy": 0.9008778651385927, "mask_rcnn/false_negative": 0.08454571381970699, "mask_rcnn/false_positive": 0.10875985265475854, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.0, "time": 0.7169985268265009, "total_loss": 1.6351183899187163} {"data_time": 0.011405683122575283, "eta_seconds": 123989.75963933021, "iteration": 100079, "loss_fcos_cls": 0.2662043794989586, "loss_fcos_ctr": 0.6226704930886626, "loss_fcos_loc": 0.19897043914534152, "loss_mask": 0.2720584962517023, "loss_maskiou": 0.005099337795400061, "loss_sem_seg": 0.29816470853984356, "lr": 0.01, "mask_rcnn/accuracy": 0.8821995464852608, "mask_rcnn/false_negative": 0.0781802736682731, "mask_rcnn/false_positive": 0.14438811951129601, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.5, "time": 0.7115392331033945, "total_loss": 1.676844132154656} {"data_time": 0.00957659911364317, "eta_seconds": 123988.786650558, "iteration": 100099, "loss_fcos_cls": 0.2646566266193986, "loss_fcos_ctr": 0.6217142129316926, "loss_fcos_loc": 0.19599408842623234, "loss_mask": 0.2744859466329217, "loss_maskiou": 0.005448697731480934, "loss_sem_seg": 0.29989456851035357, "lr": 0.01, "mask_rcnn/accuracy": 0.8795063355012335, "mask_rcnn/false_negative": 0.09352137566407814, "mask_rcnn/false_positive": 0.14251743930071395, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7254085773602128, "total_loss": 1.675885658376501} {"data_time": 0.008988351561129093, "eta_seconds": 123974.19123479817, "iteration": 100119, "loss_fcos_cls": 0.2548225063364953, "loss_fcos_ctr": 0.6200261483900249, "loss_fcos_loc": 0.1965107147116214, "loss_mask": 0.2729688957333565, "loss_maskiou": 0.005443551883217879, "loss_sem_seg": 0.29795013880357146, "lr": 0.01, "mask_rcnn/accuracy": 0.8909804163966852, "mask_rcnn/false_negative": 0.09747023976226207, "mask_rcnn/false_positive": 0.1406223111303856, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.75, "time": 0.7439852450042963, "total_loss": 1.6670965669036377} {"data_time": 0.009022984653711319, "eta_seconds": 123967.50764477067, "iteration": 100139, "loss_fcos_cls": 0.2704588860506192, "loss_fcos_ctr": 0.617809409275651, "loss_fcos_loc": 0.19678469188511372, "loss_mask": 0.2609402695670724, "loss_maskiou": 0.005390097503550351, "loss_sem_seg": 0.27786500100046396, "lr": 0.01, "mask_rcnn/accuracy": 0.8891085581914353, "mask_rcnn/false_negative": 0.103411081446851, "mask_rcnn/false_positive": 0.13263554976276865, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.0, "time": 0.7397332601249218, "total_loss": 1.6511169895675266} {"data_time": 0.010006066411733627, "eta_seconds": 123926.62580025569, "iteration": 100159, "loss_fcos_cls": 0.27205322263762355, "loss_fcos_ctr": 0.6189756961539388, "loss_fcos_loc": 0.20248414244269952, "loss_mask": 0.2634203312918544, "loss_maskiou": 0.005394100728153717, "loss_sem_seg": 0.2841352380346507, "lr": 0.01, "mask_rcnn/accuracy": 0.8739114481409002, "mask_rcnn/false_negative": 0.09974580989595391, "mask_rcnn/false_positive": 0.12332843294136916, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.5, "time": 0.7293837983161211, "total_loss": 1.6443338247263455} {"data_time": 0.010526483878493309, "eta_seconds": 123923.52763935272, "iteration": 100179, "loss_fcos_cls": 0.26159671507775784, "loss_fcos_ctr": 0.6215771725401282, "loss_fcos_loc": 0.19940075080376118, "loss_mask": 0.2821500739082694, "loss_maskiou": 0.006292961712460965, "loss_sem_seg": 0.2734289150685072, "lr": 0.01, "mask_rcnn/accuracy": 0.8716074971655329, "mask_rcnn/false_negative": 0.09881567884363712, "mask_rcnn/false_positive": 0.1327971348984633, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.7355343149974942, "total_loss": 1.6115704714538879} {"data_time": 0.009965414181351662, "eta_seconds": 123895.5983942477, "iteration": 100199, "loss_fcos_cls": 0.25703069334849715, "loss_fcos_ctr": 0.6182378847151995, "loss_fcos_loc": 0.20149728399701416, "loss_mask": 0.2793191783130169, "loss_maskiou": 0.005819043566589244, "loss_sem_seg": 0.29886083328165114, "lr": 0.01, "mask_rcnn/accuracy": 0.8799654260929177, "mask_rcnn/false_negative": 0.0975384098042931, "mask_rcnn/false_positive": 0.1349545792734254, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.0, "time": 0.7260266114026308, "total_loss": 1.6698848573723808} {"data_time": 0.009989283978939056, "eta_seconds": 123810.69311573822, "iteration": 100219, "loss_fcos_cls": 0.25353909493424, "loss_fcos_ctr": 0.6186561109498143, "loss_fcos_loc": 0.19571227114647627, "loss_mask": 0.26685757050290704, "loss_maskiou": 0.00566956101465621, "loss_sem_seg": 0.2783695491962135, "lr": 0.01, "mask_rcnn/accuracy": 0.8877598852040816, "mask_rcnn/false_negative": 0.09944585280193109, "mask_rcnn/false_positive": 0.13121500280485324, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7134389523416758, "total_loss": 1.611561911078752} {"data_time": 0.00924265943467617, "eta_seconds": 123840.6716962913, "iteration": 100239, "loss_fcos_cls": 0.26046003540977836, "loss_fcos_ctr": 0.6202191691845655, "loss_fcos_loc": 0.19962982565630227, "loss_mask": 0.26326927077025175, "loss_maskiou": 0.004994774397346191, "loss_sem_seg": 0.3001834759488702, "lr": 0.01, "mask_rcnn/accuracy": 0.8800811515673266, "mask_rcnn/false_negative": 0.10444204666276838, "mask_rcnn/false_positive": 0.14011399750676815, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.25, "time": 0.7467038566246629, "total_loss": 1.6839920663187513} {"data_time": 0.010043117217719555, "eta_seconds": 123826.0816936763, "iteration": 100259, "loss_fcos_cls": 0.24680453236214817, "loss_fcos_ctr": 0.6177675109356642, "loss_fcos_loc": 0.19998705433681607, "loss_mask": 0.2707622949965298, "loss_maskiou": 0.005628511775285006, "loss_sem_seg": 0.2961798768956214, "lr": 0.01, "mask_rcnn/accuracy": 0.8786281179138322, "mask_rcnn/false_negative": 0.07844783736745109, "mask_rcnn/false_positive": 0.16598744251479616, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.0, "time": 0.7389121074229479, "total_loss": 1.650289953511674} {"data_time": 0.010561835020780563, "eta_seconds": 123766.93885827158, "iteration": 100279, "loss_fcos_cls": 0.25200249580666423, "loss_fcos_ctr": 0.6201334558427334, "loss_fcos_loc": 0.19102742039831355, "loss_mask": 0.25835659448057413, "loss_maskiou": 0.005234386684605852, "loss_sem_seg": 0.2851354193408042, "lr": 0.01, "mask_rcnn/accuracy": 0.8790608372250763, "mask_rcnn/false_negative": 0.09521584089036622, "mask_rcnn/false_positive": 0.14578407555120107, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.25, "time": 0.7167944069951773, "total_loss": 1.62470396579738} {"data_time": 0.009035455994307995, "eta_seconds": 123796.90168844629, "iteration": 100299, "loss_fcos_cls": 0.27304220956284553, "loss_fcos_ctr": 0.6215031980536878, "loss_fcos_loc": 0.20601898874156177, "loss_mask": 0.2788345804437995, "loss_maskiou": 0.005819169004098512, "loss_sem_seg": 0.274458056781441, "lr": 0.01, "mask_rcnn/accuracy": 0.8899238624571555, "mask_rcnn/false_negative": 0.07941602288711536, "mask_rcnn/false_positive": 0.12646804425311972, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.25, "time": 0.7299277549609542, "total_loss": 1.646003845060477} {"data_time": 0.010376114398241043, "eta_seconds": 123795.40491668042, "iteration": 100319, "loss_fcos_cls": 0.25789881171658635, "loss_fcos_ctr": 0.6189968837425113, "loss_fcos_loc": 0.1882901069475338, "loss_mask": 0.25894966535270214, "loss_maskiou": 0.0056400245521217585, "loss_sem_seg": 0.28355693351477385, "lr": 0.01, "mask_rcnn/accuracy": 0.8789268086634915, "mask_rcnn/false_negative": 0.10625301013156552, "mask_rcnn/false_positive": 0.14707151577559774, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.732210393063724, "total_loss": 1.6131144689497887} {"data_time": 0.009825370274484158, "eta_seconds": 123690.4640723737, "iteration": 100339, "loss_fcos_cls": 0.2623327022884041, "loss_fcos_ctr": 0.6222099745646119, "loss_fcos_loc": 0.20581024012062699, "loss_mask": 0.26201290637254715, "loss_maskiou": 0.005585155027802102, "loss_sem_seg": 0.27623279951512814, "lr": 0.01, "mask_rcnn/accuracy": 0.8784308862433863, "mask_rcnn/false_negative": 0.10086149843993025, "mask_rcnn/false_positive": 0.14742910744667426, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 38.5, "time": 0.7058043936267495, "total_loss": 1.6468218681839062} {"data_time": 0.010345426388084888, "eta_seconds": 123753.13168060128, "iteration": 100359, "loss_fcos_cls": 0.24420026852749288, "loss_fcos_ctr": 0.6179527183994651, "loss_fcos_loc": 0.20079302380327135, "loss_mask": 0.25202624732628465, "loss_maskiou": 0.005080816903500818, "loss_sem_seg": 0.2948580633383244, "lr": 0.01, "mask_rcnn/accuracy": 0.9146013991677258, "mask_rcnn/false_negative": 0.08232133999523661, "mask_rcnn/false_positive": 0.09579025528029962, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 37.25, "time": 0.7186759291216731, "total_loss": 1.5847660122672096} {"data_time": 0.009991360828280449, "eta_seconds": 123694.01509582717, "iteration": 100379, "loss_fcos_cls": 0.2654293996747583, "loss_fcos_ctr": 0.6202839245088398, "loss_fcos_loc": 0.20325559959746897, "loss_mask": 0.27434498630464077, "loss_maskiou": 0.005599180192803033, "loss_sem_seg": 0.276292709633708, "lr": 0.01, "mask_rcnn/accuracy": 0.8667599404102726, "mask_rcnn/false_negative": 0.10923018150603979, "mask_rcnn/false_positive": 0.13577623372947875, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.0, "time": 0.7167432503774762, "total_loss": 1.6311798416063539} {"data_time": 0.010522852651774883, "eta_seconds": 123601.28108242061, "iteration": 100399, "loss_fcos_cls": 0.25263152830302715, "loss_fcos_ctr": 0.6174182705581188, "loss_fcos_loc": 0.19599582499358803, "loss_mask": 0.2603948935866356, "loss_maskiou": 0.00589481410861481, "loss_sem_seg": 0.30495191365480423, "lr": 0.01, "mask_rcnn/accuracy": 0.8945384972170687, "mask_rcnn/false_negative": 0.10113330328103926, "mask_rcnn/false_positive": 0.11411512959475811, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7188650304451585, "total_loss": 1.6424134792596305} {"data_time": 0.009461747482419014, "eta_seconds": 123664.8455908494, "iteration": 100419, "loss_fcos_cls": 0.23992381058633327, "loss_fcos_ctr": 0.619198514148593, "loss_fcos_loc": 0.18757154908962548, "loss_mask": 0.26222291868180037, "loss_maskiou": 0.005181504602660425, "loss_sem_seg": 0.30418333085253835, "lr": 0.01, "mask_rcnn/accuracy": 0.880693434697568, "mask_rcnn/false_negative": 0.11320351690951266, "mask_rcnn/false_positive": 0.1414356795574111, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.5, "time": 0.7455871859565377, "total_loss": 1.6389846477541141} {"data_time": 0.009520180523395538, "eta_seconds": 123572.13000876363, "iteration": 100439, "loss_fcos_cls": 0.2574374466203153, "loss_fcos_ctr": 0.6195910274982452, "loss_fcos_loc": 0.19037011067848653, "loss_mask": 0.2617389424704015, "loss_maskiou": 0.005765418172813952, "loss_sem_seg": 0.29582835198380053, "lr": 0.01, "mask_rcnn/accuracy": 0.8919521379980564, "mask_rcnn/false_negative": 0.09461339803945892, "mask_rcnn/false_positive": 0.10077081970958146, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.25, "time": 0.719715385697782, "total_loss": 1.6174803189314844} {"data_time": 0.010321990586817265, "eta_seconds": 123602.97870043386, "iteration": 100459, "loss_fcos_cls": 0.25120311230421066, "loss_fcos_ctr": 0.6208375804126263, "loss_fcos_loc": 0.19521339377388358, "loss_mask": 0.2706569191068411, "loss_maskiou": 0.0055290362070081756, "loss_sem_seg": 0.30294303968548775, "lr": 0.01, "mask_rcnn/accuracy": 0.8795966303187941, "mask_rcnn/false_negative": 0.09471600959290971, "mask_rcnn/false_positive": 0.15885278395080105, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.0, "time": 0.7380204275250435, "total_loss": 1.6630212225281866} {"data_time": 0.010244924575090408, "eta_seconds": 123526.06491267867, "iteration": 100479, "loss_fcos_cls": 0.25760799704585224, "loss_fcos_ctr": 0.6208109161816537, "loss_fcos_loc": 0.1923385231057182, "loss_mask": 0.25607032608240843, "loss_maskiou": 0.005907773265789729, "loss_sem_seg": 0.2830942377913743, "lr": 0.01, "mask_rcnn/accuracy": 0.8844780694535879, "mask_rcnn/false_negative": 0.10130058474399187, "mask_rcnn/false_positive": 0.14041023637503514, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 41.0, "time": 0.717056873254478, "total_loss": 1.6357803616847377} {"data_time": 0.010630865581333637, "eta_seconds": 123343.9017137587, "iteration": 100499, "loss_fcos_cls": 0.2545761599903926, "loss_fcos_ctr": 0.6200131545774639, "loss_fcos_loc": 0.19126817118376493, "loss_mask": 0.2781382314860821, "loss_maskiou": 0.005778607301181182, "loss_sem_seg": 0.3073006276972592, "lr": 0.01, "mask_rcnn/accuracy": 0.866275991528687, "mask_rcnn/false_negative": 0.1058399189142106, "mask_rcnn/false_positive": 0.17344999256263116, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7217930136248469, "total_loss": 1.6503370939171873} {"data_time": 0.009551219642162323, "eta_seconds": 123301.60778010357, "iteration": 100519, "loss_fcos_cls": 0.2566165004391223, "loss_fcos_ctr": 0.6223458247259259, "loss_fcos_loc": 0.20384790725074708, "loss_mask": 0.27325281128287315, "loss_maskiou": 0.0054017277652747, "loss_sem_seg": 0.30967152235098183, "lr": 0.01, "mask_rcnn/accuracy": 0.878344304489934, "mask_rcnn/false_negative": 0.09784941455573383, "mask_rcnn/false_positive": 0.1426423948261351, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.25, "time": 0.7216829527169466, "total_loss": 1.6541961524562794} {"data_time": 0.01102267112582922, "eta_seconds": 123309.06189615559, "iteration": 100539, "loss_fcos_cls": 0.2495541516400408, "loss_fcos_ctr": 0.6199650201015174, "loss_fcos_loc": 0.19340243912301958, "loss_mask": 0.25773504842072725, "loss_maskiou": 0.0050486608961364254, "loss_sem_seg": 0.306897952221334, "lr": 0.01, "mask_rcnn/accuracy": 0.8896222208395553, "mask_rcnn/false_negative": 0.09866773353809113, "mask_rcnn/false_positive": 0.12224235591512955, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7300438778474927, "total_loss": 1.6297791182005312} {"data_time": 0.010654224082827568, "eta_seconds": 123272.5067934962, "iteration": 100559, "loss_fcos_cls": 0.24762739264406264, "loss_fcos_ctr": 0.6184663153253496, "loss_fcos_loc": 0.19006936345249414, "loss_mask": 0.2533649420365691, "loss_maskiou": 0.004959497622621711, "loss_sem_seg": 0.27104148315265775, "lr": 0.01, "mask_rcnn/accuracy": 0.9135519163022352, "mask_rcnn/false_negative": 0.0685776192105306, "mask_rcnn/false_positive": 0.12784337621823189, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 22.5, "time": 0.724703305400908, "total_loss": 1.5750554169062525} {"data_time": 0.010864099487662315, "eta_seconds": 123226.1251062192, "iteration": 100579, "loss_fcos_cls": 0.2598480659071356, "loss_fcos_ctr": 0.6174703743308783, "loss_fcos_loc": 0.1936481170123443, "loss_mask": 0.26775659527629614, "loss_maskiou": 0.005452283177874051, "loss_sem_seg": 0.2911704354919493, "lr": 0.01, "mask_rcnn/accuracy": 0.89208082426519, "mask_rcnn/false_negative": 0.09007001369170817, "mask_rcnn/false_positive": 0.16187254851862115, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7308113630861044, "total_loss": 1.6545285375686944} {"data_time": 0.0097190598025918, "eta_seconds": 123211.57837055996, "iteration": 100599, "loss_fcos_cls": 0.27083479845896363, "loss_fcos_ctr": 0.619932743255049, "loss_fcos_loc": 0.20214114792179316, "loss_mask": 0.2795477546751499, "loss_maskiou": 0.005797423968033399, "loss_sem_seg": 0.32715514907613397, "lr": 0.01, "mask_rcnn/accuracy": 0.872216054950392, "mask_rcnn/false_negative": 0.10064085853352839, "mask_rcnn/false_positive": 0.16246608529191478, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.7325800154358149, "total_loss": 1.7254473269786104} {"data_time": 0.01060729380697012, "eta_seconds": 123250.84953489434, "iteration": 100619, "loss_fcos_cls": 0.2613794645294547, "loss_fcos_ctr": 0.6188338790088892, "loss_fcos_loc": 0.2032410225365311, "loss_mask": 0.2813871153630316, "loss_maskiou": 0.006067584692573291, "loss_sem_seg": 0.2912849709391594, "lr": 0.01, "mask_rcnn/accuracy": 0.877588620675543, "mask_rcnn/false_negative": 0.0973445574364714, "mask_rcnn/false_positive": 0.16057070127415346, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.75, "time": 0.7440930446609855, "total_loss": 1.6818874359451002} {"data_time": 0.009553603827953339, "eta_seconds": 123236.29644457903, "iteration": 100639, "loss_fcos_cls": 0.24806107906624675, "loss_fcos_ctr": 0.6155892871320248, "loss_fcos_loc": 0.1868563168682158, "loss_mask": 0.2693309960886836, "loss_maskiou": 0.005637005146127194, "loss_sem_seg": 0.26040562614798546, "lr": 0.01, "mask_rcnn/accuracy": 0.8970053064430801, "mask_rcnn/false_negative": 0.07931614604840784, "mask_rcnn/false_positive": 0.12489330716140062, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.7185166142880917, "total_loss": 1.5941034104871505} {"data_time": 0.010399426333606243, "eta_seconds": 123308.87605377473, "iteration": 100659, "loss_fcos_cls": 0.26064174179919064, "loss_fcos_ctr": 0.6207796069793403, "loss_fcos_loc": 0.1996146149467677, "loss_mask": 0.2819502614438534, "loss_maskiou": 0.006179171199619304, "loss_sem_seg": 0.2873052665963769, "lr": 0.01, "mask_rcnn/accuracy": 0.8790669663298012, "mask_rcnn/false_negative": 0.10032830637128892, "mask_rcnn/false_positive": 0.14368918424421945, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.7558334525674582, "total_loss": 1.6165690945126698} {"data_time": 0.009477748535573483, "eta_seconds": 123239.69178579189, "iteration": 100679, "loss_fcos_cls": 0.25317757786251605, "loss_fcos_ctr": 0.6160593358799815, "loss_fcos_loc": 0.1872751077171415, "loss_mask": 0.2681221356615424, "loss_maskiou": 0.005923940072534606, "loss_sem_seg": 0.3552296063862741, "lr": 0.01, "mask_rcnn/accuracy": 0.8848044737464369, "mask_rcnn/false_negative": 0.08201084673549565, "mask_rcnn/false_positive": 0.16974697573547423, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7169451117515564, "total_loss": 1.6882447272946592} {"data_time": 0.010694348253309727, "eta_seconds": 123365.75595814921, "iteration": 100699, "loss_fcos_cls": 0.2653366453014314, "loss_fcos_ctr": 0.619952114764601, "loss_fcos_loc": 0.1971887684194371, "loss_mask": 0.266600351780653, "loss_maskiou": 0.005245122854830697, "loss_sem_seg": 0.2938005563337356, "lr": 0.01, "mask_rcnn/accuracy": 0.8858861895120607, "mask_rcnn/false_negative": 0.09365526409551028, "mask_rcnn/false_positive": 0.14109109076652124, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.7381104389205575, "total_loss": 1.6419911108387168} {"data_time": 0.01021148543804884, "eta_seconds": 123351.18241682835, "iteration": 100719, "loss_fcos_cls": 0.2608018983155489, "loss_fcos_ctr": 0.6176405372098088, "loss_fcos_loc": 0.19267408689484, "loss_mask": 0.2633774606510997, "loss_maskiou": 0.005538815603358671, "loss_sem_seg": 0.280344573315233, "lr": 0.01, "mask_rcnn/accuracy": 0.8872105300453514, "mask_rcnn/false_negative": 0.08859274009933388, "mask_rcnn/false_positive": 0.12248630569101743, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7480512093752623, "total_loss": 1.6222220845884294} {"data_time": 0.009925687685608864, "eta_seconds": 123368.73505497444, "iteration": 100739, "loss_fcos_cls": 0.2635916331782937, "loss_fcos_ctr": 0.6219983072951436, "loss_fcos_loc": 0.20226604945492, "loss_mask": 0.2578012375161052, "loss_maskiou": 0.005350135077605955, "loss_sem_seg": 0.2888722359202802, "lr": 0.01, "mask_rcnn/accuracy": 0.889840070643642, "mask_rcnn/false_negative": 0.08741660104147356, "mask_rcnn/false_positive": 0.14034125315056545, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.75, "time": 0.7236052397638559, "total_loss": 1.6539143038644397} {"data_time": 0.010094470344483852, "eta_seconds": 123402.00974333659, "iteration": 100759, "loss_fcos_cls": 0.27617647452279925, "loss_fcos_ctr": 0.6193986590951681, "loss_fcos_loc": 0.19309570104815066, "loss_mask": 0.26790544483810663, "loss_maskiou": 0.006568689103005454, "loss_sem_seg": 0.329909173771739, "lr": 0.01, "mask_rcnn/accuracy": 0.8728823650606573, "mask_rcnn/false_negative": 0.10367767127149094, "mask_rcnn/false_positive": 0.15508317720478856, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.5, "time": 0.7456284128129482, "total_loss": 1.6834613287210232} {"data_time": 0.010208729654550552, "eta_seconds": 123457.9218802806, "iteration": 100779, "loss_fcos_cls": 0.267655476462096, "loss_fcos_ctr": 0.6227547079324722, "loss_fcos_loc": 0.20520888012833893, "loss_mask": 0.2732163304463029, "loss_maskiou": 0.006113439038017532, "loss_sem_seg": 0.3044630086515099, "lr": 0.01, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7335660792887211, "total_loss": 1.6859621374314884} {"data_time": 0.010868974961340427, "eta_seconds": 123372.84375879541, "iteration": 100799, "loss_fcos_cls": 0.259197655133903, "loss_fcos_ctr": 0.6202730098739266, "loss_fcos_loc": 0.19453015457838774, "loss_mask": 0.27795939333736897, "loss_maskiou": 0.005641360628942493, "loss_sem_seg": 0.33252303395420313, "lr": 0.01, "mask_rcnn/accuracy": 0.8806421821929341, "mask_rcnn/false_negative": 0.11047296068438467, "mask_rcnn/false_positive": 0.11443038001062053, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.723145809955895, "total_loss": 1.709948041345342} {"data_time": 0.010400557890534401, "eta_seconds": 123443.62806146685, "iteration": 100819, "loss_fcos_cls": 0.2513326008338481, "loss_fcos_ctr": 0.6220568297430873, "loss_fcos_loc": 0.19484414183534682, "loss_mask": 0.2574190432205796, "loss_maskiou": 0.0054027592595957685, "loss_sem_seg": 0.3224973431788385, "lr": 0.01, "mask_rcnn/accuracy": 0.887532930944261, "mask_rcnn/false_negative": 0.08116289759225803, "mask_rcnn/false_positive": 0.14533102562306585, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.25, "time": 0.7416464360430837, "total_loss": 1.6513407694219495} {"data_time": 0.010173073969781399, "eta_seconds": 123414.1479082983, "iteration": 100839, "loss_fcos_cls": 0.25297755538485944, "loss_fcos_ctr": 0.6181273590773344, "loss_fcos_loc": 0.19094105251133442, "loss_mask": 0.2715991884469986, "loss_maskiou": 0.005527799206902273, "loss_sem_seg": 0.2524882103316486, "lr": 0.01, "mask_rcnn/accuracy": 0.8843235055216117, "mask_rcnn/false_negative": 0.09616377649501874, "mask_rcnn/false_positive": 0.120722369072107, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 36.75, "time": 0.7176763545721769, "total_loss": 1.5931490740185836} {"data_time": 0.009888771921396255, "eta_seconds": 123366.38169724587, "iteration": 100859, "loss_fcos_cls": 0.2764796076808125, "loss_fcos_ctr": 0.6222970690578222, "loss_fcos_loc": 0.20023197724367492, "loss_mask": 0.2523387251421809, "loss_maskiou": 0.0052176359604345635, "loss_sem_seg": 0.30638911249116063, "lr": 0.01, "mask_rcnn/accuracy": 0.8866034908130802, "mask_rcnn/false_negative": 0.06901828244113684, "mask_rcnn/false_positive": 0.13514241148971884, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.7310987506061792, "total_loss": 1.673021411857917} {"data_time": 0.010363159701228142, "eta_seconds": 123286.39976720698, "iteration": 100879, "loss_fcos_cls": 0.2520599451381713, "loss_fcos_ctr": 0.6167075433768332, "loss_fcos_loc": 0.18778646551072598, "loss_mask": 0.26316202990710735, "loss_maskiou": 0.005136804415087681, "loss_sem_seg": 0.27222905959933996, "lr": 0.01, "mask_rcnn/accuracy": 0.9056980036332715, "mask_rcnn/false_negative": 0.0830926609264398, "mask_rcnn/false_positive": 0.12831488543329653, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.75, "time": 0.7229869309812784, "total_loss": 1.6104548347720993} {"data_time": 0.009855540469288826, "eta_seconds": 123214.14657323062, "iteration": 100899, "loss_fcos_cls": 0.262066138908267, "loss_fcos_ctr": 0.6164658796042204, "loss_fcos_loc": 0.19925139658153057, "loss_mask": 0.265680393204093, "loss_maskiou": 0.005427883381344145, "loss_sem_seg": 0.2812725459225476, "lr": 0.01, "mask_rcnn/accuracy": 0.8848339212964288, "mask_rcnn/false_negative": 0.09584564837472576, "mask_rcnn/false_positive": 0.14395296351836334, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.0, "time": 0.7104370798915625, "total_loss": 1.6159598129597725} {"data_time": 0.010622605681419373, "eta_seconds": 123115.95094183553, "iteration": 100919, "loss_fcos_cls": 0.26512753585120663, "loss_fcos_ctr": 0.6226833186810836, "loss_fcos_loc": 0.20396311837248504, "loss_mask": 0.2594659589231014, "loss_maskiou": 0.005033010100305546, "loss_sem_seg": 0.2783715082332492, "lr": 0.01, "mask_rcnn/accuracy": 0.8828556422569027, "mask_rcnn/false_negative": 0.08798086678926752, "mask_rcnn/false_positive": 0.12514096291826612, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.0, "time": 0.716719850897789, "total_loss": 1.6407807856448926} {"data_time": 0.010210058651864529, "eta_seconds": 123101.68194644898, "iteration": 100939, "loss_fcos_cls": 0.2806198764592409, "loss_fcos_ctr": 0.6205474687740207, "loss_fcos_loc": 0.19679498788900673, "loss_mask": 0.2595793856307864, "loss_maskiou": 0.0053324504842748865, "loss_sem_seg": 0.27647817926481366, "lr": 0.01, "mask_rcnn/accuracy": 0.8937463357435997, "mask_rcnn/false_negative": 0.08664899929600506, "mask_rcnn/false_positive": 0.1322328820669862, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7223442438989878, "total_loss": 1.6531552348606056} {"data_time": 0.01111240778118372, "eta_seconds": 123140.11424488574, "iteration": 100959, "loss_fcos_cls": 0.26762658217921853, "loss_fcos_ctr": 0.6222225120291114, "loss_fcos_loc": 0.20708819711580873, "loss_mask": 0.27370139490813017, "loss_maskiou": 0.005445161514217034, "loss_sem_seg": 0.2795756608247757, "lr": 0.01, "mask_rcnn/accuracy": 0.8835236475542598, "mask_rcnn/false_negative": 0.10306265368440196, "mask_rcnn/false_positive": 0.1278579981864206, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.25, "time": 0.7332382453605533, "total_loss": 1.6079373612592462} {"data_time": 0.009568177163600922, "eta_seconds": 123001.54488306027, "iteration": 100979, "loss_fcos_cls": 0.2664992252830416, "loss_fcos_ctr": 0.6195964952930808, "loss_fcos_loc": 0.19477480999194086, "loss_mask": 0.2725905040279031, "loss_maskiou": 0.006372592455591075, "loss_sem_seg": 0.3059113356284797, "lr": 0.01, "mask_rcnn/accuracy": 0.8753481945446231, "mask_rcnn/false_negative": 0.09561390459142308, "mask_rcnn/false_positive": 0.15728301833213226, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.75, "time": 0.7340516038239002, "total_loss": 1.6456048225154518} {"data_time": 0.009898274205625057, "eta_seconds": 123003.18146247882, "iteration": 100999, "loss_fcos_cls": 0.2575789086986333, "loss_fcos_ctr": 0.6196312415413558, "loss_fcos_loc": 0.20049436390399933, "loss_mask": 0.2670646575279534, "loss_maskiou": 0.006303955786279403, "loss_sem_seg": 0.284080249723047, "lr": 0.01, "mask_rcnn/accuracy": 0.8758494599459945, "mask_rcnn/false_negative": 0.08231119854967181, "mask_rcnn/false_positive": 0.1383024266887384, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 25.75, "time": 0.7439887877553701, "total_loss": 1.6386652498695184} {"data_time": 0.009897994808852673, "eta_seconds": 122990.96576703619, "iteration": 101019, "loss_fcos_cls": 0.2428065015701577, "loss_fcos_ctr": 0.6168865598738194, "loss_fcos_loc": 0.1914500257698819, "loss_mask": 0.2567389626055956, "loss_maskiou": 0.005628048809739994, "loss_sem_seg": 0.2770676636137068, "lr": 0.01, "mask_rcnn/accuracy": 0.87340388783677, "mask_rcnn/false_negative": 0.09039379118629175, "mask_rcnn/false_positive": 0.15014917366773384, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7304235566407442, "total_loss": 1.6208630772198376} {"data_time": 0.00977613776922226, "eta_seconds": 122974.06845570076, "iteration": 101039, "loss_fcos_cls": 0.25588445854373276, "loss_fcos_ctr": 0.6185486558824778, "loss_fcos_loc": 0.2028629807755351, "loss_mask": 0.2595341317355633, "loss_maskiou": 0.005939180380664766, "loss_sem_seg": 0.30345260817557573, "lr": 0.01, "mask_rcnn/accuracy": 0.885798353432282, "mask_rcnn/false_negative": 0.09322453283521083, "mask_rcnn/false_positive": 0.14161375792021635, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7378269815817475, "total_loss": 1.6670768258409225} {"data_time": 0.010181784629821777, "eta_seconds": 123048.43451825157, "iteration": 101059, "loss_fcos_cls": 0.2671847827732563, "loss_fcos_ctr": 0.6203497583046556, "loss_fcos_loc": 0.19357167952694, "loss_mask": 0.27509947773069143, "loss_maskiou": 0.005992066508042626, "loss_sem_seg": 0.3172657620161772, "lr": 0.01, "mask_rcnn/accuracy": 0.8764825091272582, "mask_rcnn/false_negative": 0.10553943636046813, "mask_rcnn/false_positive": 0.15025430699282655, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7286168271675706, "total_loss": 1.6716168453567661} {"data_time": 0.009645887650549412, "eta_seconds": 123168.68186700717, "iteration": 101079, "loss_fcos_cls": 0.2748322751140222, "loss_fcos_ctr": 0.6193651361390948, "loss_fcos_loc": 0.19654622027883306, "loss_mask": 0.26445544278249145, "loss_maskiou": 0.005232171719399048, "loss_sem_seg": 0.29989572102203965, "lr": 0.01, "mask_rcnn/accuracy": 0.8905134957208689, "mask_rcnn/false_negative": 0.08449748481265358, "mask_rcnn/false_positive": 0.15058002440706453, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7378821233287454, "total_loss": 1.692776379044517} {"data_time": 0.009913323447108269, "eta_seconds": 123223.33237404842, "iteration": 101099, "loss_fcos_cls": 0.2656660540960729, "loss_fcos_ctr": 0.6196891362778842, "loss_fcos_loc": 0.1951212183921598, "loss_mask": 0.26629225211218, "loss_maskiou": 0.00593980960547924, "loss_sem_seg": 0.31516448175534606, "lr": 0.01, "mask_rcnn/accuracy": 0.8874809298719488, "mask_rcnn/false_negative": 0.10261986764436487, "mask_rcnn/false_positive": 0.10530557045576516, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.0, "time": 0.7559107001870871, "total_loss": 1.6620312106970232} {"data_time": 0.010126518085598946, "eta_seconds": 123107.49627289921, "iteration": 101119, "loss_fcos_cls": 0.2624712644610554, "loss_fcos_ctr": 0.6194715546444058, "loss_fcos_loc": 0.19947848771698773, "loss_mask": 0.2751496275886893, "loss_maskiou": 0.005907620128709823, "loss_sem_seg": 0.3278073603287339, "lr": 0.01, "mask_rcnn/accuracy": 0.8971288515406162, "mask_rcnn/false_negative": 0.09838626201739248, "mask_rcnn/false_positive": 0.12619788977584095, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.0, "time": 0.7296086940914392, "total_loss": 1.6768436665261106} {"data_time": 0.009420746006071568, "eta_seconds": 123064.91494837962, "iteration": 101139, "loss_fcos_cls": 0.25898562802467495, "loss_fcos_ctr": 0.6229165862314403, "loss_fcos_loc": 0.20008670003153384, "loss_mask": 0.2692475221119821, "loss_maskiou": 0.005601455974101555, "loss_sem_seg": 0.3002426284365356, "lr": 0.01, "mask_rcnn/accuracy": 0.8913263979078714, "mask_rcnn/false_negative": 0.09107475167826803, "mask_rcnn/false_positive": 0.13015332059809753, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.0, "time": 0.7292014118283987, "total_loss": 1.6785515897499863} {"data_time": 0.010696353390812874, "eta_seconds": 122976.40477714501, "iteration": 101159, "loss_fcos_cls": 0.25709533249028027, "loss_fcos_ctr": 0.6188612850382924, "loss_fcos_loc": 0.19164153499878012, "loss_mask": 0.2640936868265271, "loss_maskiou": 0.005130998670210829, "loss_sem_seg": 0.31365383230149746, "lr": 0.01, "mask_rcnn/accuracy": 0.8791801291509636, "mask_rcnn/false_negative": 0.08241252138497482, "mask_rcnn/false_positive": 0.16439029924635296, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.0, "time": 0.7120960550382733, "total_loss": 1.6517035327124177} {"data_time": 0.009775527752935886, "eta_seconds": 122874.39989249129, "iteration": 101179, "loss_fcos_cls": 0.25318628433160484, "loss_fcos_ctr": 0.619160208851099, "loss_fcos_loc": 0.18639675283338875, "loss_mask": 0.28445009980350733, "loss_maskiou": 0.006164790356706362, "loss_sem_seg": 0.2857554988004267, "lr": 0.01, "mask_rcnn/accuracy": 0.8654635840822815, "mask_rcnn/false_negative": 0.10013247077312078, "mask_rcnn/false_positive": 0.16620386974584472, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.7223102040588856, "total_loss": 1.6416510586204822} {"data_time": 0.009237183257937431, "eta_seconds": 122894.35047841631, "iteration": 101199, "loss_fcos_cls": 0.26602979004383087, "loss_fcos_ctr": 0.6224780362099409, "loss_fcos_loc": 0.20011386345140636, "loss_mask": 0.25778260733932257, "loss_maskiou": 0.005353589498554356, "loss_sem_seg": 0.2877745861187577, "lr": 0.01, "mask_rcnn/accuracy": 0.8870112250357607, "mask_rcnn/false_negative": 0.08116137825669463, "mask_rcnn/false_positive": 0.1579207031185626, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.75, "time": 0.7329602213576436, "total_loss": 1.6481556441576686} {"data_time": 0.009979059919714928, "eta_seconds": 122959.992449563, "iteration": 101219, "loss_fcos_cls": 0.24742583837360144, "loss_fcos_ctr": 0.6205749260261655, "loss_fcos_loc": 0.19221896468661726, "loss_mask": 0.26192323584109545, "loss_maskiou": 0.0052937793952878565, "loss_sem_seg": 0.318872959818691, "lr": 0.01, "mask_rcnn/accuracy": 0.8899729339376717, "mask_rcnn/false_negative": 0.0880997932292584, "mask_rcnn/false_positive": 0.11398117372150367, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.75, "time": 0.7078092889860272, "total_loss": 1.6468786801560782} {"data_time": 0.009839353151619434, "eta_seconds": 122830.72959084902, "iteration": 101239, "loss_fcos_cls": 0.26878928346559405, "loss_fcos_ctr": 0.6205637194216251, "loss_fcos_loc": 0.19731704681180418, "loss_mask": 0.25357044488191605, "loss_maskiou": 0.00563874289218802, "loss_sem_seg": 0.2940954742953181, "lr": 0.01, "mask_rcnn/accuracy": 0.9143049739115043, "mask_rcnn/false_negative": 0.06933747597698713, "mask_rcnn/false_positive": 0.11139868450708387, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7210181262344122, "total_loss": 1.6347042459456134} {"data_time": 0.009608939290046692, "eta_seconds": 122816.46622698382, "iteration": 101259, "loss_fcos_cls": 0.26131222979165614, "loss_fcos_ctr": 0.6208848105743527, "loss_fcos_loc": 0.20377400430152193, "loss_mask": 0.26305073872208595, "loss_maskiou": 0.005746952803747263, "loss_sem_seg": 0.28364838659763336, "lr": 0.01, "mask_rcnn/accuracy": 0.8935569019274376, "mask_rcnn/false_negative": 0.09790395533660957, "mask_rcnn/false_positive": 0.10919418232217695, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.25, "time": 0.7451530387625098, "total_loss": 1.6378182705666404} {"data_time": 0.009890612214803696, "eta_seconds": 122897.06769364327, "iteration": 101279, "loss_fcos_cls": 0.24862825823947787, "loss_fcos_ctr": 0.6192646813578904, "loss_fcos_loc": 0.19372058869339526, "loss_mask": 0.28098001703619957, "loss_maskiou": 0.006209085113368928, "loss_sem_seg": 0.28688313299790025, "lr": 0.01, "mask_rcnn/accuracy": 0.8642373184106807, "mask_rcnn/false_negative": 0.11402019566165546, "mask_rcnn/false_positive": 0.15417320040704496, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.7319533815607429, "total_loss": 1.6320050616777735} {"data_time": 0.009578009136021137, "eta_seconds": 122863.69294025376, "iteration": 101299, "loss_fcos_cls": 0.25909792678430676, "loss_fcos_ctr": 0.6175912343896925, "loss_fcos_loc": 0.19074602553155273, "loss_mask": 0.2680605808272958, "loss_maskiou": 0.005779345141490921, "loss_sem_seg": 0.3056112607009709, "lr": 0.01, "mask_rcnn/accuracy": 0.8950676636731447, "mask_rcnn/false_negative": 0.09103143425139007, "mask_rcnn/false_positive": 0.12429767603394637, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.5, "time": 0.7306777322664857, "total_loss": 1.6778956342786842} {"data_time": 0.010391568765044212, "eta_seconds": 122806.9853439834, "iteration": 101319, "loss_fcos_cls": 0.2530737027991563, "loss_fcos_ctr": 0.6199211906641722, "loss_fcos_loc": 0.19445785717107356, "loss_mask": 0.2560005094856024, "loss_maskiou": 0.005573527712840587, "loss_sem_seg": 0.2850216249935329, "lr": 0.01, "mask_rcnn/accuracy": 0.8876062925170067, "mask_rcnn/false_negative": 0.10178269639511286, "mask_rcnn/false_positive": 0.13757652319031993, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.75, "time": 0.727341566234827, "total_loss": 1.618008120523882} {"data_time": 0.01081796269863844, "eta_seconds": 122834.56123553589, "iteration": 101339, "loss_fcos_cls": 0.2564192994032055, "loss_fcos_ctr": 0.6223079776391387, "loss_fcos_loc": 0.20992023963481188, "loss_mask": 0.26075806841254234, "loss_maskiou": 0.005681090537109412, "loss_sem_seg": 0.31921896897256374, "lr": 0.01, "mask_rcnn/accuracy": 0.896094635770975, "mask_rcnn/false_negative": 0.09513593969292819, "mask_rcnn/false_positive": 0.10994316923780598, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.75, "time": 0.7181031554937363, "total_loss": 1.6778150741156423} {"data_time": 0.00953956414014101, "eta_seconds": 122777.86363250576, "iteration": 101359, "loss_fcos_cls": 0.2557360059581697, "loss_fcos_ctr": 0.6182908490300179, "loss_fcos_loc": 0.19614052982069552, "loss_mask": 0.25574773317202926, "loss_maskiou": 0.0056889119441621006, "loss_sem_seg": 0.30997735168784857, "lr": 0.01, "mask_rcnn/accuracy": 0.8843676300487954, "mask_rcnn/false_negative": 0.07121665914615898, "mask_rcnn/false_positive": 0.125598995347891, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.25, "time": 0.7247529458254576, "total_loss": 1.6474969798582606} {"data_time": 0.010161289945244789, "eta_seconds": 122837.57196117193, "iteration": 101379, "loss_fcos_cls": 0.25342005770653486, "loss_fcos_ctr": 0.6218015500344336, "loss_fcos_loc": 0.20317768095992506, "loss_mask": 0.27470585238188505, "loss_maskiou": 0.0053864246438024566, "loss_sem_seg": 0.291069513768889, "lr": 0.01, "mask_rcnn/accuracy": 0.8856207482993197, "mask_rcnn/false_negative": 0.09370791299680167, "mask_rcnn/false_positive": 0.13487488279642212, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.733955841511488, "total_loss": 1.6594558051947388} {"data_time": 0.010143909603357315, "eta_seconds": 122935.35399067774, "iteration": 101399, "loss_fcos_cls": 0.2711442318977788, "loss_fcos_ctr": 0.6214531678706408, "loss_fcos_loc": 0.1992744468152523, "loss_mask": 0.2726216884329915, "loss_maskiou": 0.005594896254478954, "loss_sem_seg": 0.31353606143966317, "lr": 0.01, "mask_rcnn/accuracy": 0.8954346792480433, "mask_rcnn/false_negative": 0.0803168521400558, "mask_rcnn/false_positive": 0.12030333707385117, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.0, "time": 0.7354411715641618, "total_loss": 1.6975456021464197} {"data_time": 0.01056394912302494, "eta_seconds": 122920.77099840716, "iteration": 101419, "loss_fcos_cls": 0.24787235911935568, "loss_fcos_ctr": 0.6218233648687601, "loss_fcos_loc": 0.19067124649882317, "loss_mask": 0.24308810150250793, "loss_maskiou": 0.0048261426454700995, "loss_sem_seg": 0.30273963464424014, "lr": 0.01, "mask_rcnn/accuracy": 0.8905944010383722, "mask_rcnn/false_negative": 0.099623079029212, "mask_rcnn/false_positive": 0.09889845098190564, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 22.5, "time": 0.7399775721132755, "total_loss": 1.6086699263905757} {"data_time": 0.009912394918501377, "eta_seconds": 122975.8907670211, "iteration": 101439, "loss_fcos_cls": 0.26384758902713656, "loss_fcos_ctr": 0.6188844917342067, "loss_fcos_loc": 0.19394270284101367, "loss_mask": 0.2784273959696293, "loss_maskiou": 0.005607536273600999, "loss_sem_seg": 0.3060233388096094, "lr": 0.01, "mask_rcnn/accuracy": 0.8763347917877795, "mask_rcnn/false_negative": 0.08221509933532842, "mask_rcnn/false_positive": 0.14482736004924712, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 22.25, "time": 0.7290390376001596, "total_loss": 1.6835437743648072} {"data_time": 0.010713816620409489, "eta_seconds": 122859.64986784011, "iteration": 101459, "loss_fcos_cls": 0.26238852832466364, "loss_fcos_ctr": 0.6220241435803473, "loss_fcos_loc": 0.20558401552261785, "loss_mask": 0.257053688634187, "loss_maskiou": 0.00524997450702358, "loss_sem_seg": 0.27205229783430696, "lr": 0.01, "mask_rcnn/accuracy": 0.9136464873124702, "mask_rcnn/false_negative": 0.06762115500840521, "mask_rcnn/false_positive": 0.12689239139028846, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.0, "time": 0.7249337611719966, "total_loss": 1.6398152296460466} {"data_time": 0.010097377933561802, "eta_seconds": 123027.93056763615, "iteration": 101479, "loss_fcos_cls": 0.26526726013980806, "loss_fcos_ctr": 0.6214680010452867, "loss_fcos_loc": 0.19806620222516358, "loss_mask": 0.26794248912483454, "loss_maskiou": 0.005611755885183811, "loss_sem_seg": 0.2474848236888647, "lr": 0.01, "mask_rcnn/accuracy": 0.877837220192131, "mask_rcnn/false_negative": 0.1011427848571477, "mask_rcnn/false_positive": 0.14093129054323558, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.25, "time": 0.7365993363782763, "total_loss": 1.6373767641707673} {"data_time": 0.010118460282683372, "eta_seconds": 123013.32966560405, "iteration": 101499, "loss_fcos_cls": 0.24757985537871718, "loss_fcos_ctr": 0.6217601643875241, "loss_fcos_loc": 0.19537167996168137, "loss_mask": 0.26392714865505695, "loss_maskiou": 0.005776783327746671, "loss_sem_seg": 0.2969295659568161, "lr": 0.01, "mask_rcnn/accuracy": 0.8942716509680795, "mask_rcnn/false_negative": 0.09259535251913445, "mask_rcnn/false_positive": 0.14356175527380532, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.5, "time": 0.7228169068694115, "total_loss": 1.623546498711221} {"data_time": 0.009467783384025097, "eta_seconds": 123001.75728654489, "iteration": 101519, "loss_fcos_cls": 0.2654476501047611, "loss_fcos_ctr": 0.6181316124275327, "loss_fcos_loc": 0.18952123983763158, "loss_mask": 0.2602943149395287, "loss_maskiou": 0.0057368508350919, "loss_sem_seg": 0.29585371166467667, "lr": 0.01, "mask_rcnn/accuracy": 0.8852114973896535, "mask_rcnn/false_negative": 0.08091291708609613, "mask_rcnn/false_positive": 0.1274771589441291, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7266942793503404, "total_loss": 1.6391373882361222} {"data_time": 0.01030654739588499, "eta_seconds": 122984.12786153983, "iteration": 101539, "loss_fcos_cls": 0.26451094285584986, "loss_fcos_ctr": 0.6202231897041202, "loss_fcos_loc": 0.19676202232949436, "loss_mask": 0.27971755526959896, "loss_maskiou": 0.0054790575231891125, "loss_sem_seg": 0.2980631315149367, "lr": 0.01, "mask_rcnn/accuracy": 0.8789824263038548, "mask_rcnn/false_negative": 0.08881547919624572, "mask_rcnn/false_positive": 0.1339236339374636, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.0, "time": 0.7174080833792686, "total_loss": 1.6533747253779438} {"data_time": 0.0098305968567729, "eta_seconds": 122980.0451309681, "iteration": 101559, "loss_fcos_cls": 0.26459842664189637, "loss_fcos_ctr": 0.6199430916458368, "loss_fcos_loc": 0.19111266860272735, "loss_mask": 0.26792057417333126, "loss_maskiou": 0.005744283145759255, "loss_sem_seg": 0.29571936884894967, "lr": 0.01, "mask_rcnn/accuracy": 0.8822762059369202, "mask_rcnn/false_negative": 0.08191347303325905, "mask_rcnn/false_positive": 0.1203585872996326, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.25, "time": 0.7379270056262612, "total_loss": 1.6797825235989876} {"data_time": 0.01057860255241394, "eta_seconds": 122957.95350192115, "iteration": 101579, "loss_fcos_cls": 0.2653938182629645, "loss_fcos_ctr": 0.6221621902659535, "loss_fcos_loc": 0.19310646736994386, "loss_mask": 0.27179565466940403, "loss_maskiou": 0.005774696041044081, "loss_sem_seg": 0.31718543032184243, "lr": 0.01, "mask_rcnn/accuracy": 0.8965116995073892, "mask_rcnn/false_negative": 0.08187910693579999, "mask_rcnn/false_positive": 0.13386405892973796, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7254314543679357, "total_loss": 1.6677953851176426} {"data_time": 0.009970973245799541, "eta_seconds": 122950.84082913399, "iteration": 101599, "loss_fcos_cls": 0.24645976396277547, "loss_fcos_ctr": 0.6214806553907692, "loss_fcos_loc": 0.19079327071085572, "loss_mask": 0.27613948192447424, "loss_maskiou": 0.006015468359692022, "loss_sem_seg": 0.31269156420603395, "lr": 0.01, "mask_rcnn/accuracy": 0.879414949942241, "mask_rcnn/false_negative": 0.09025588708199157, "mask_rcnn/false_positive": 0.14660691364388398, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.75, "time": 0.7396925864741206, "total_loss": 1.6550102526816772} {"data_time": 0.010360641404986382, "eta_seconds": 122777.1852841666, "iteration": 101619, "loss_fcos_cls": 0.26107042969670147, "loss_fcos_ctr": 0.619008369743824, "loss_fcos_loc": 0.19493802217766643, "loss_mask": 0.27014911361038685, "loss_maskiou": 0.005797563455416821, "loss_sem_seg": 0.2879066285677254, "lr": 0.01, "mask_rcnn/accuracy": 0.9036364866871011, "mask_rcnn/false_negative": 0.07831228297783036, "mask_rcnn/false_positive": 0.1109043543851894, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.25, "time": 0.7182074934244156, "total_loss": 1.632203893026599} {"data_time": 0.011102958582341671, "eta_seconds": 122911.1233513793, "iteration": 101639, "loss_fcos_cls": 0.25665715482318774, "loss_fcos_ctr": 0.6238939883187413, "loss_fcos_loc": 0.19810796194360591, "loss_mask": 0.2656777026131749, "loss_maskiou": 0.005782464053481817, "loss_sem_seg": 0.2641884272452444, "lr": 0.01, "mask_rcnn/accuracy": 0.8778034359348135, "mask_rcnn/false_negative": 0.09769879749180484, "mask_rcnn/false_positive": 0.14584970959981863, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7302722111344337, "total_loss": 1.6449377234384883} {"data_time": 0.010235483758151531, "eta_seconds": 122773.50190766901, "iteration": 101659, "loss_fcos_cls": 0.272166455630213, "loss_fcos_ctr": 0.6207368271425366, "loss_fcos_loc": 0.19667126517742872, "loss_mask": 0.2779470505192876, "loss_maskiou": 0.005691098340321332, "loss_sem_seg": 0.28364214743487537, "lr": 0.01, "mask_rcnn/accuracy": 0.8766032454648526, "mask_rcnn/false_negative": 0.08987344835486225, "mask_rcnn/false_positive": 0.12986751392095103, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.5, "time": 0.7325501926243305, "total_loss": 1.6818504429247696} {"data_time": 0.008823111653327942, "eta_seconds": 122900.14283600729, "iteration": 101679, "loss_fcos_cls": 0.24979813676327467, "loss_fcos_ctr": 0.6186575433239341, "loss_fcos_loc": 0.18624291813466698, "loss_mask": 0.2723905611783266, "loss_maskiou": 0.006102313680457883, "loss_sem_seg": 0.26908992463722825, "lr": 0.01, "mask_rcnn/accuracy": 0.885243984573938, "mask_rcnn/false_negative": 0.09034421841685175, "mask_rcnn/false_positive": 0.14692461779629423, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.25, "time": 0.7442771224305034, "total_loss": 1.6185382261901395} {"data_time": 0.009214847348630428, "eta_seconds": 122695.34525952768, "iteration": 101699, "loss_fcos_cls": 0.255839541554451, "loss_fcos_ctr": 0.6158046056516469, "loss_fcos_loc": 0.1779214406851679, "loss_mask": 0.2583640543743968, "loss_maskiou": 0.005867147374374326, "loss_sem_seg": 0.26326683280058205, "lr": 0.01, "mask_rcnn/accuracy": 0.9051343222474175, "mask_rcnn/false_negative": 0.07652165305537359, "mask_rcnn/false_positive": 0.11316189824462972, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.0, "time": 0.7106280857697129, "total_loss": 1.602859648031881} {"data_time": 0.010561048984527588, "eta_seconds": 122652.24778452702, "iteration": 101719, "loss_fcos_cls": 0.2744872383773327, "loss_fcos_ctr": 0.6223007645457983, "loss_fcos_loc": 0.21141902077943087, "loss_mask": 0.2606650982052088, "loss_maskiou": 0.005647097714245319, "loss_sem_seg": 0.26960364903789014, "lr": 0.01, "mask_rcnn/accuracy": 0.8907152253066439, "mask_rcnn/false_negative": 0.08136181473998035, "mask_rcnn/false_positive": 0.13798019476404844, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.0, "time": 0.7350684916600585, "total_loss": 1.6604349060326058} {"data_time": 0.00987895205616951, "eta_seconds": 122666.18432875257, "iteration": 101739, "loss_fcos_cls": 0.2597194160334766, "loss_fcos_ctr": 0.6192922871559858, "loss_fcos_loc": 0.2049381707329303, "loss_mask": 0.2723650150001049, "loss_maskiou": 0.00618289687554352, "loss_sem_seg": 0.29221076611429453, "lr": 0.01, "mask_rcnn/accuracy": 0.8771451327907475, "mask_rcnn/false_negative": 0.09058248276486167, "mask_rcnn/false_positive": 0.1494537384306266, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7337296027690172, "total_loss": 1.6878231406371924} {"data_time": 0.010514662601053715, "eta_seconds": 122610.02032557689, "iteration": 101759, "loss_fcos_cls": 0.2767063584178686, "loss_fcos_ctr": 0.6197493923828006, "loss_fcos_loc": 0.1956307222135365, "loss_mask": 0.2866633664816618, "loss_maskiou": 0.006111221096944064, "loss_sem_seg": 0.33045041374862194, "lr": 0.01, "mask_rcnn/accuracy": 0.8664270047569846, "mask_rcnn/false_negative": 0.10598875148260173, "mask_rcnn/false_positive": 0.14484714396875978, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7366741113364697, "total_loss": 1.7156437266366993} {"data_time": 0.010499423369765282, "eta_seconds": 122583.21310492977, "iteration": 101779, "loss_fcos_cls": 0.26937586592976004, "loss_fcos_ctr": 0.6213458445854485, "loss_fcos_loc": 0.2034471535589546, "loss_mask": 0.26469004433602095, "loss_maskiou": 0.005553885974222794, "loss_sem_seg": 0.2915115663781762, "lr": 0.01, "mask_rcnn/accuracy": 0.8879022762951334, "mask_rcnn/false_negative": 0.08635342829563156, "mask_rcnn/false_positive": 0.12092559410985565, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7310349540784955, "total_loss": 1.6690152052105987} {"data_time": 0.010311241261661053, "eta_seconds": 122593.93947982974, "iteration": 101799, "loss_fcos_cls": 0.2581595062511042, "loss_fcos_ctr": 0.6204964518547058, "loss_fcos_loc": 0.1993975918740034, "loss_mask": 0.26526308059692383, "loss_maskiou": 0.006024751888617175, "loss_sem_seg": 0.27356770541518927, "lr": 0.01, "mask_rcnn/accuracy": 0.8931315258661604, "mask_rcnn/false_negative": 0.09032418691992011, "mask_rcnn/false_positive": 0.13912350305155746, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 25.75, "time": 0.7344925925135612, "total_loss": 1.6205309720389778} {"data_time": 0.009747485630214214, "eta_seconds": 122607.86246720236, "iteration": 101819, "loss_fcos_cls": 0.2588164145126939, "loss_fcos_ctr": 0.6224270863458514, "loss_fcos_loc": 0.20490303030237556, "loss_mask": 0.2872763853520155, "loss_maskiou": 0.0055897672136779875, "loss_sem_seg": 0.31171479541808367, "lr": 0.01, "mask_rcnn/accuracy": 0.8915019132653061, "mask_rcnn/false_negative": 0.10135119324303879, "mask_rcnn/false_positive": 0.12523309860171825, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.0, "time": 0.7539777671918273, "total_loss": 1.6940314309249516} {"data_time": 0.009744085371494293, "eta_seconds": 122715.03368543833, "iteration": 101839, "loss_fcos_cls": 0.260052279336378, "loss_fcos_ctr": 0.6213077651336789, "loss_fcos_loc": 0.19901483913417906, "loss_mask": 0.2662528958171606, "loss_maskiou": 0.005278640179312788, "loss_sem_seg": 0.24393427022732794, "lr": 0.01, "mask_rcnn/accuracy": 0.892453362455566, "mask_rcnn/false_negative": 0.07989405517192802, "mask_rcnn/false_positive": 0.13798732074092293, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.5, "time": 0.7140882918611169, "total_loss": 1.5904581684299046} {"data_time": 0.009105686098337173, "eta_seconds": 122627.63904371113, "iteration": 101859, "loss_fcos_cls": 0.25950919929891825, "loss_fcos_ctr": 0.6203137109987438, "loss_fcos_loc": 0.20098302862606943, "loss_mask": 0.2717901486903429, "loss_maskiou": 0.005367133060644846, "loss_sem_seg": 0.24369891150854528, "lr": 0.01, "mask_rcnn/accuracy": 0.8653738584623729, "mask_rcnn/false_negative": 0.11265948784352756, "mask_rcnn/false_positive": 0.1498864851646019, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7218401385471225, "total_loss": 1.6262362722191028} {"data_time": 0.010009911842644215, "eta_seconds": 122738.93457880244, "iteration": 101879, "loss_fcos_cls": 0.26040807040408254, "loss_fcos_ctr": 0.618153341114521, "loss_fcos_loc": 0.1973088919185102, "loss_mask": 0.2684007678180933, "loss_maskiou": 0.0055211112048709765, "loss_sem_seg": 0.2997332331724465, "lr": 0.01, "mask_rcnn/accuracy": 0.8846336996336996, "mask_rcnn/false_negative": 0.08654213181872664, "mask_rcnn/false_positive": 0.1443322272694441, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.736684943549335, "total_loss": 1.6378081915900111} {"data_time": 0.009092776104807854, "eta_seconds": 122739.50909794774, "iteration": 101899, "loss_fcos_cls": 0.27631634869612753, "loss_fcos_ctr": 0.6181540875695646, "loss_fcos_loc": 0.19669692660681903, "loss_mask": 0.27010610653087497, "loss_maskiou": 0.006142504884337541, "loss_sem_seg": 0.2794575598090887, "lr": 0.01, "mask_rcnn/accuracy": 0.8864059100028487, "mask_rcnn/false_negative": 0.09745024477524337, "mask_rcnn/false_positive": 0.1311229973822367, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.75, "time": 0.729607212357223, "total_loss": 1.6443990154803032} {"data_time": 0.010274311527609825, "eta_seconds": 122761.28600213584, "iteration": 101919, "loss_fcos_cls": 0.2530124469194561, "loss_fcos_ctr": 0.6191793009638786, "loss_fcos_loc": 0.1894355604890734, "loss_mask": 0.2709298226982355, "loss_maskiou": 0.005642958829412237, "loss_sem_seg": 0.2709194836206734, "lr": 0.01, "mask_rcnn/accuracy": 0.8850252601040416, "mask_rcnn/false_negative": 0.0929453485753294, "mask_rcnn/false_positive": 0.14384993302227025, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.5, "time": 0.7305871322751045, "total_loss": 1.6204508201408316} {"data_time": 0.010539202950894833, "eta_seconds": 122807.17445307132, "iteration": 101939, "loss_fcos_cls": 0.2518956020940095, "loss_fcos_ctr": 0.6215624315664172, "loss_fcos_loc": 0.20043445425108075, "loss_mask": 0.2761872299015522, "loss_maskiou": 0.005311958899255842, "loss_sem_seg": 0.2490068767219782, "lr": 0.01, "mask_rcnn/accuracy": 0.8760786370935759, "mask_rcnn/false_negative": 0.0918341659159352, "mask_rcnn/false_positive": 0.1650728075791745, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.5, "time": 0.736414504237473, "total_loss": 1.6141570699037402} {"data_time": 0.00933873001486063, "eta_seconds": 122776.35925183911, "iteration": 101959, "loss_fcos_cls": 0.2535067475400865, "loss_fcos_ctr": 0.6210956461727619, "loss_fcos_loc": 0.19524064240977168, "loss_mask": 0.2676423033699393, "loss_maskiou": 0.005616226710117189, "loss_sem_seg": 0.26199454348534346, "lr": 0.01, "mask_rcnn/accuracy": 0.8929808286951144, "mask_rcnn/false_negative": 0.10514145351281412, "mask_rcnn/false_positive": 0.11505267051475027, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.0, "time": 0.7375368904322386, "total_loss": 1.622639135865029} {"data_time": 0.009417648427188396, "eta_seconds": 122689.89110392984, "iteration": 101979, "loss_fcos_cls": 0.26466318673919886, "loss_fcos_ctr": 0.620356900151819, "loss_fcos_loc": 0.2028233710443601, "loss_mask": 0.2812668029218912, "loss_maskiou": 0.005588852342043538, "loss_sem_seg": 0.2983257444575429, "lr": 0.01, "mask_rcnn/accuracy": 0.8621089829374373, "mask_rcnn/false_negative": 0.09165913335767736, "mask_rcnn/false_positive": 0.1754673308724596, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7102710297331214, "total_loss": 1.6441176997695948} {"data_time": 0.010644111782312393, "eta_seconds": 122538.55355316121, "iteration": 101999, "loss_fcos_cls": 0.2535605691373348, "loss_fcos_ctr": 0.6216425006277859, "loss_fcos_loc": 0.19593834946863353, "loss_mask": 0.2654837369918823, "loss_maskiou": 0.005442544410470873, "loss_sem_seg": 0.27686195028945804, "lr": 0.01, "mask_rcnn/accuracy": 0.8887308673469387, "mask_rcnn/false_negative": 0.09647881593210555, "mask_rcnn/false_positive": 0.1300993488992634, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7252212669700384, "total_loss": 1.6401202918059425} {"data_time": 0.01028197817504406, "eta_seconds": 122433.59164191224, "iteration": 102019, "loss_fcos_cls": 0.2663678494282067, "loss_fcos_ctr": 0.6187563026323915, "loss_fcos_loc": 0.19130558508913964, "loss_mask": 0.24966838210821152, "loss_maskiou": 0.0051497981330612674, "loss_sem_seg": 0.27609615214169025, "lr": 0.01, "mask_rcnn/accuracy": 0.898876612333245, "mask_rcnn/false_negative": 0.0879793940011806, "mask_rcnn/false_positive": 0.12403909532363419, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.5, "time": 0.7158548207953572, "total_loss": 1.608332798776246} {"data_time": 0.009251386858522892, "eta_seconds": 122361.7109200051, "iteration": 102039, "loss_fcos_cls": 0.2660127244889736, "loss_fcos_ctr": 0.6197025002911687, "loss_fcos_loc": 0.20136266015470028, "loss_mask": 0.2679884862154722, "loss_maskiou": 0.005891985478228889, "loss_sem_seg": 0.2828458985313773, "lr": 0.01, "mask_rcnn/accuracy": 0.9080664310215611, "mask_rcnn/false_negative": 0.07743447482185079, "mask_rcnn/false_positive": 0.10761762310208559, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.75, "time": 0.7244313526898623, "total_loss": 1.6701052557764342} {"data_time": 0.011282207444310188, "eta_seconds": 122363.229342076, "iteration": 102059, "loss_fcos_cls": 0.26764174341224134, "loss_fcos_ctr": 0.6212272942066193, "loss_fcos_loc": 0.20125882560387254, "loss_mask": 0.2715450245887041, "loss_maskiou": 0.0052171261559124105, "loss_sem_seg": 0.27110202028416097, "lr": 0.01, "mask_rcnn/accuracy": 0.8611729266174555, "mask_rcnn/false_negative": 0.1026120136938235, "mask_rcnn/false_positive": 0.13903367405641343, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.75, "time": 0.7320682154968381, "total_loss": 1.6261574579693843} {"data_time": 0.011057152412831783, "eta_seconds": 122239.34559544269, "iteration": 102079, "loss_fcos_cls": 0.25928581482730806, "loss_fcos_ctr": 0.6179720405489206, "loss_fcos_loc": 0.19197373325005174, "loss_mask": 0.26598550379276276, "loss_maskiou": 0.0053995794369257055, "loss_sem_seg": 0.31042750366032124, "lr": 0.01, "mask_rcnn/accuracy": 0.8857739054268323, "mask_rcnn/false_negative": 0.0937164003348653, "mask_rcnn/false_positive": 0.16020223270987974, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7123529091477394, "total_loss": 1.641596588990069} {"data_time": 0.010311927646398544, "eta_seconds": 122189.55800709128, "iteration": 102099, "loss_fcos_cls": 0.2654737257398665, "loss_fcos_ctr": 0.6193337272852659, "loss_fcos_loc": 0.19394161773379892, "loss_mask": 0.24950552359223366, "loss_maskiou": 0.005801767707453109, "loss_sem_seg": 0.2758072833530605, "lr": 0.01, "mask_rcnn/accuracy": 0.8908372659846668, "mask_rcnn/false_negative": 0.09096048826376815, "mask_rcnn/false_positive": 0.11983190976452641, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.0, "time": 0.7372695971280336, "total_loss": 1.6188725617794262} {"data_time": 0.009004277177155018, "eta_seconds": 122227.06665154453, "iteration": 102119, "loss_fcos_cls": 0.2537031592801213, "loss_fcos_ctr": 0.6207096353173256, "loss_fcos_loc": 0.19212187337689102, "loss_mask": 0.26661454141139984, "loss_maskiou": 0.005853979891980998, "loss_sem_seg": 0.32652922300621867, "lr": 0.01, "mask_rcnn/accuracy": 0.8900995494351587, "mask_rcnn/false_negative": 0.09989711020442962, "mask_rcnn/false_positive": 0.11700051026521473, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.730208158493042, "total_loss": 1.6895602995646186} {"data_time": 0.009818501770496368, "eta_seconds": 122222.11339357961, "iteration": 102139, "loss_fcos_cls": 0.28412310034036636, "loss_fcos_ctr": 0.6160768670961261, "loss_fcos_loc": 0.19601881201379, "loss_mask": 0.2664985377341509, "loss_maskiou": 0.005413009268522728, "loss_sem_seg": 0.3153441874310374, "lr": 0.01, "mask_rcnn/accuracy": 0.8857977372887564, "mask_rcnn/false_negative": 0.08987337282985747, "mask_rcnn/false_positive": 0.14711287352666497, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7319555096328259, "total_loss": 1.6752853886137018} {"data_time": 0.010593833401799202, "eta_seconds": 122274.2894036388, "iteration": 102159, "loss_fcos_cls": 0.24277255055494606, "loss_fcos_ctr": 0.6210124315693974, "loss_fcos_loc": 0.1908246233360842, "loss_mask": 0.2619803259149194, "loss_maskiou": 0.005772726493887603, "loss_sem_seg": 0.2750508198514581, "lr": 0.01, "mask_rcnn/accuracy": 0.8962406730532806, "mask_rcnn/false_negative": 0.08703803053023365, "mask_rcnn/false_positive": 0.13765959311166692, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 43.25, "time": 0.734280719421804, "total_loss": 1.637809078049031} {"data_time": 0.009137122891843319, "eta_seconds": 122333.74038039241, "iteration": 102179, "loss_fcos_cls": 0.25505437050014734, "loss_fcos_ctr": 0.6194014614447951, "loss_fcos_loc": 0.19374826678540558, "loss_mask": 0.2566532399505377, "loss_maskiou": 0.005306802027917001, "loss_sem_seg": 0.30172344110906124, "lr": 0.01, "mask_rcnn/accuracy": 0.8701849489795919, "mask_rcnn/false_negative": 0.09921686543563513, "mask_rcnn/false_positive": 0.15137253873233897, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.25, "time": 0.7286174297332764, "total_loss": 1.628284343289124} {"data_time": 0.011126813478767872, "eta_seconds": 122273.42532055918, "iteration": 102199, "loss_fcos_cls": 0.24583674618043005, "loss_fcos_ctr": 0.6188606338109821, "loss_fcos_loc": 0.19180257676634938, "loss_mask": 0.273133235052228, "loss_maskiou": 0.005959344271104783, "loss_sem_seg": 0.2914543109945953, "lr": 0.01, "mask_rcnn/accuracy": 0.8679249718955379, "mask_rcnn/false_negative": 0.09734033758852656, "mask_rcnn/false_positive": 0.15997583283231054, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7223378010094166, "total_loss": 1.6533831484557595} {"data_time": 0.010597477667033672, "eta_seconds": 122354.65299515147, "iteration": 102219, "loss_fcos_cls": 0.25233256682986394, "loss_fcos_ctr": 0.6236506500281394, "loss_fcos_loc": 0.19778856029734015, "loss_mask": 0.2662584353238344, "loss_maskiou": 0.005656410667143064, "loss_sem_seg": 0.3117762915790081, "lr": 0.01, "mask_rcnn/accuracy": 0.8785653330892812, "mask_rcnn/false_negative": 0.09756794668506966, "mask_rcnn/false_positive": 0.15424782525020986, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.75, "time": 0.7576181963086128, "total_loss": 1.6405192651000107} {"data_time": 0.01067822240293026, "eta_seconds": 122416.58114373498, "iteration": 102239, "loss_fcos_cls": 0.24289411725476384, "loss_fcos_ctr": 0.6178410430438817, "loss_fcos_loc": 0.1876208046451211, "loss_mask": 0.26668036030605435, "loss_maskiou": 0.005551609028771054, "loss_sem_seg": 0.2955876309424639, "lr": 0.01, "mask_rcnn/accuracy": 0.8664326690821256, "mask_rcnn/false_negative": 0.09430279242292867, "mask_rcnn/false_positive": 0.15457571995775105, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 42.5, "time": 0.7315441593527794, "total_loss": 1.6281362428271677} {"data_time": 0.009256146848201752, "eta_seconds": 122325.48290962446, "iteration": 102259, "loss_fcos_cls": 0.2511400413932279, "loss_fcos_ctr": 0.6214019097387791, "loss_fcos_loc": 0.20014091732446104, "loss_mask": 0.2803919776342809, "loss_maskiou": 0.005474933877849253, "loss_sem_seg": 0.3098103948868811, "lr": 0.01, "mask_rcnn/accuracy": 0.8647317832208071, "mask_rcnn/false_negative": 0.11212417348797671, "mask_rcnn/false_positive": 0.1448226421907286, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 39.5, "time": 0.7305194335058331, "total_loss": 1.6784396695002215} {"data_time": 0.01008251029998064, "eta_seconds": 122310.89786686096, "iteration": 102279, "loss_fcos_cls": 0.2508304435759783, "loss_fcos_ctr": 0.6175496140494943, "loss_fcos_loc": 0.19160672061843798, "loss_mask": 0.2685854807496071, "loss_maskiou": 0.0059225484474154655, "loss_sem_seg": 0.2772975228726864, "lr": 0.01, "mask_rcnn/accuracy": 0.8683859907599404, "mask_rcnn/false_negative": 0.10205493662366769, "mask_rcnn/false_positive": 0.137678656129249, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.5, "time": 0.7296093218028545, "total_loss": 1.6273606762151758} {"data_time": 0.011017448268830776, "eta_seconds": 122296.31282409746, "iteration": 102299, "loss_fcos_cls": 0.2528377508278936, "loss_fcos_ctr": 0.6199013041332364, "loss_fcos_loc": 0.19513027637731284, "loss_mask": 0.26255323458462954, "loss_maskiou": 0.005039515366661362, "loss_sem_seg": 0.3129040542989969, "lr": 0.01, "mask_rcnn/accuracy": 0.8969409364020333, "mask_rcnn/false_negative": 0.06994142690741292, "mask_rcnn/false_positive": 0.13106460405691733, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.25, "time": 0.7279852367937565, "total_loss": 1.669438293298299} {"data_time": 0.010138660669326782, "eta_seconds": 122281.72778133396, "iteration": 102319, "loss_fcos_cls": 0.25742419087328017, "loss_fcos_ctr": 0.6196333579719067, "loss_fcos_loc": 0.19535730383358896, "loss_mask": 0.27020689100027084, "loss_maskiou": 0.005545467269257642, "loss_sem_seg": 0.29135891469195485, "lr": 0.01, "mask_rcnn/accuracy": 0.8646075466866283, "mask_rcnn/false_negative": 0.11871018976612215, "mask_rcnn/false_positive": 0.1460305715874648, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.75, "time": 0.720463871024549, "total_loss": 1.644989351509139} {"data_time": 0.01151291560381651, "eta_seconds": 122297.0703963982, "iteration": 102339, "loss_fcos_cls": 0.2585512977093458, "loss_fcos_ctr": 0.6202398370951414, "loss_fcos_loc": 0.19486073742154986, "loss_mask": 0.2749595222994685, "loss_maskiou": 0.005576257965003606, "loss_sem_seg": 0.2945190663449466, "lr": 0.01, "mask_rcnn/accuracy": 0.8736705443455577, "mask_rcnn/false_negative": 0.10557508366598542, "mask_rcnn/false_positive": 0.16393054414421926, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.25, "time": 0.7299529947340488, "total_loss": 1.6586483422652236} {"data_time": 0.009704981930553913, "eta_seconds": 122393.70304688625, "iteration": 102359, "loss_fcos_cls": 0.25081458152271807, "loss_fcos_ctr": 0.6210367428138852, "loss_fcos_loc": 0.20263287657871842, "loss_mask": 0.2670240397565067, "loss_maskiou": 0.005779103623353876, "loss_sem_seg": 0.2914874404668808, "lr": 0.01, "mask_rcnn/accuracy": 0.8930126773348019, "mask_rcnn/false_negative": 0.09805907199252945, "mask_rcnn/false_positive": 0.12772891146909404, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.75, "time": 0.7371166432276368, "total_loss": 1.6451876908686245} {"data_time": 0.00995704811066389, "eta_seconds": 122458.63178844843, "iteration": 102379, "loss_fcos_cls": 0.2647279226221144, "loss_fcos_ctr": 0.6210163529030979, "loss_fcos_loc": 0.20435041759628803, "loss_mask": 0.26895029935985804, "loss_maskiou": 0.005760299085523002, "loss_sem_seg": 0.3328613117337227, "lr": 0.01, "mask_rcnn/accuracy": 0.8771581246134817, "mask_rcnn/false_negative": 0.08443065102645449, "mask_rcnn/false_positive": 0.14208594209477193, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.25, "time": 0.7571351947262883, "total_loss": 1.6799592287279665} {"data_time": 0.010717271827161312, "eta_seconds": 122374.43242053967, "iteration": 102399, "loss_fcos_cls": 0.25711855199187994, "loss_fcos_ctr": 0.6247621872462332, "loss_fcos_loc": 0.20202294003684074, "loss_mask": 0.2763993232510984, "loss_maskiou": 0.006031419601640664, "loss_sem_seg": 0.27339913602918386, "lr": 0.01, "mask_rcnn/accuracy": 0.8828413961533441, "mask_rcnn/false_negative": 0.07140498462687218, "mask_rcnn/false_positive": 0.14878329270028173, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.25, "time": 0.7088343845680356, "total_loss": 1.6462438565140474} {"data_time": 0.009625639766454697, "eta_seconds": 122208.80256751645, "iteration": 102419, "loss_fcos_cls": 0.2602605321444571, "loss_fcos_ctr": 0.6190027045086026, "loss_fcos_loc": 0.19550905842334032, "loss_mask": 0.2887083385139704, "loss_maskiou": 0.00612304886453785, "loss_sem_seg": 0.3164145206101239, "lr": 0.01, "mask_rcnn/accuracy": 0.8869184357575133, "mask_rcnn/false_negative": 0.09841839158127245, "mask_rcnn/false_positive": 0.12769059791078213, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 39.25, "time": 0.7160672200843692, "total_loss": 1.6783881937444676} {"data_time": 0.009466349147260189, "eta_seconds": 122172.49162243679, "iteration": 102439, "loss_fcos_cls": 0.2496445266297087, "loss_fcos_ctr": 0.6210716497153044, "loss_fcos_loc": 0.19499452726449817, "loss_mask": 0.25836904905736446, "loss_maskiou": 0.0054265017388388515, "loss_sem_seg": 0.27746120700612664, "lr": 0.01, "mask_rcnn/accuracy": 0.8942059342649347, "mask_rcnn/false_negative": 0.0949734262635305, "mask_rcnn/false_positive": 0.1449278370655423, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7184126134961843, "total_loss": 1.5897010462795151} {"data_time": 0.010097317397594452, "eta_seconds": 122179.63248198945, "iteration": 102459, "loss_fcos_cls": 0.2772651109844446, "loss_fcos_ctr": 0.6224105581641197, "loss_fcos_loc": 0.2018045480363071, "loss_mask": 0.27188101690262556, "loss_maskiou": 0.006037723338522483, "loss_sem_seg": 0.33524575224146247, "lr": 0.01, "mask_rcnn/accuracy": 0.8800463402415231, "mask_rcnn/false_negative": 0.11620925727283729, "mask_rcnn/false_positive": 0.14019932788034234, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.25, "time": 0.7354675251990557, "total_loss": 1.7097560203146713} {"data_time": 0.010557199828326702, "eta_seconds": 122151.02455712855, "iteration": 102479, "loss_fcos_cls": 0.2635618175845593, "loss_fcos_ctr": 0.6196522554382682, "loss_fcos_loc": 0.2079807254485786, "loss_mask": 0.2738012964837253, "loss_maskiou": 0.005468393486808054, "loss_sem_seg": 0.29376254649832845, "lr": 0.01, "mask_rcnn/accuracy": 0.8539674582509318, "mask_rcnn/false_negative": 0.10758040143423162, "mask_rcnn/false_positive": 0.17041909824634016, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.75, "time": 0.7388981096446514, "total_loss": 1.6855150505361962} {"data_time": 0.009825450368225574, "eta_seconds": 122244.85989300814, "iteration": 102499, "loss_fcos_cls": 0.2770708790048957, "loss_fcos_ctr": 0.6199527597054839, "loss_fcos_loc": 0.20155735476873815, "loss_mask": 0.2744299415498972, "loss_maskiou": 0.005590369721176103, "loss_sem_seg": 0.3038256836589426, "lr": 0.01, "mask_rcnn/accuracy": 0.8827003023431594, "mask_rcnn/false_negative": 0.09926941894529903, "mask_rcnn/false_positive": 0.12151029005055966, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.75, "time": 0.7348144724965096, "total_loss": 1.6556966544885654} {"data_time": 0.01079450361430645, "eta_seconds": 122230.26357896905, "iteration": 102519, "loss_fcos_cls": 0.260140891186893, "loss_fcos_ctr": 0.6176643129438162, "loss_fcos_loc": 0.19579671730753034, "loss_mask": 0.2758318902924657, "loss_maskiou": 0.00582795032642025, "loss_sem_seg": 0.26179718412458897, "lr": 0.01, "mask_rcnn/accuracy": 0.8762812316912412, "mask_rcnn/false_negative": 0.10206879356365442, "mask_rcnn/false_positive": 0.14466837353957468, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7113473070785403, "total_loss": 1.6134216483515047} {"data_time": 0.009568539448082447, "eta_seconds": 122261.0020905966, "iteration": 102539, "loss_fcos_cls": 0.25513181125279516, "loss_fcos_ctr": 0.6215253360569477, "loss_fcos_loc": 0.19123039091937244, "loss_mask": 0.2691977536305785, "loss_maskiou": 0.005529535541427322, "loss_sem_seg": 0.2769885116722435, "lr": 0.01, "mask_rcnn/accuracy": 0.8896338878439619, "mask_rcnn/false_negative": 0.0925372297022467, "mask_rcnn/false_positive": 0.11674182777369929, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.25, "time": 0.7344966800883412, "total_loss": 1.6310388350684661} {"data_time": 0.01030183769762516, "eta_seconds": 122181.93052502535, "iteration": 102559, "loss_fcos_cls": 0.26905275508761406, "loss_fcos_ctr": 0.6208441844210029, "loss_fcos_loc": 0.1891568450955674, "loss_mask": 0.27378253173083067, "loss_maskiou": 0.005698747438145801, "loss_sem_seg": 0.29163909307681024, "lr": 0.01, "mask_rcnn/accuracy": 0.8701732613066413, "mask_rcnn/false_negative": 0.10228894109664605, "mask_rcnn/false_positive": 0.13709066400740114, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.75, "time": 0.7143356986343861, "total_loss": 1.6638893510425987} {"data_time": 0.010147630237042904, "eta_seconds": 122208.0786980493, "iteration": 102579, "loss_fcos_cls": 0.2604873147793114, "loss_fcos_ctr": 0.6205751765519381, "loss_fcos_loc": 0.19484444876434281, "loss_mask": 0.2692830660380423, "loss_maskiou": 0.005722205416532233, "loss_sem_seg": 0.2928941259160638, "lr": 0.01, "mask_rcnn/accuracy": 0.8850246778605622, "mask_rcnn/false_negative": 0.09369062925374849, "mask_rcnn/false_positive": 0.15102732009586972, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.0, "time": 0.7402888340875506, "total_loss": 1.6515726721081592} {"data_time": 0.010141932405531406, "eta_seconds": 122152.74246940576, "iteration": 102599, "loss_fcos_cls": 0.25049866642802954, "loss_fcos_ctr": 0.6221725754439831, "loss_fcos_loc": 0.20005167822819203, "loss_mask": 0.27469175588339567, "loss_maskiou": 0.005275267292745411, "loss_sem_seg": 0.25465112971141934, "lr": 0.01, "mask_rcnn/accuracy": 0.8733971961218505, "mask_rcnn/false_negative": 0.09129528560006842, "mask_rcnn/false_positive": 0.11541595436611926, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.75, "time": 0.7248839205130935, "total_loss": 1.6184756651273347} {"data_time": 0.010053050704300404, "eta_seconds": 122178.88090835791, "iteration": 102619, "loss_fcos_cls": 0.25493030063807964, "loss_fcos_ctr": 0.6242999043315649, "loss_fcos_loc": 0.20656808465719223, "loss_mask": 0.27971189096570015, "loss_maskiou": 0.005498668055224698, "loss_sem_seg": 0.30933561315760016, "lr": 0.01, "mask_rcnn/accuracy": 0.891111170453403, "mask_rcnn/false_negative": 0.09070345297453682, "mask_rcnn/false_positive": 0.13415320058385943, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.75, "time": 0.7303755888715386, "total_loss": 1.6935027082545275} {"data_time": 0.010555925779044628, "eta_seconds": 122106.58017732203, "iteration": 102639, "loss_fcos_cls": 0.25799372512847185, "loss_fcos_ctr": 0.6202834909781814, "loss_fcos_loc": 0.19375903659965843, "loss_mask": 0.262460645288229, "loss_maskiou": 0.005610008411167655, "loss_sem_seg": 0.30140513204969466, "lr": 0.01, "mask_rcnn/accuracy": 0.9007152399311997, "mask_rcnn/false_negative": 0.11234711096120364, "mask_rcnn/false_positive": 0.09601776651067565, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.5, "time": 0.7099973997101188, "total_loss": 1.6481284864712507} {"data_time": 0.010831969790160656, "eta_seconds": 122012.08467716351, "iteration": 102659, "loss_fcos_cls": 0.26675840094685555, "loss_fcos_ctr": 0.62178969476372, "loss_fcos_loc": 0.2012260037008673, "loss_mask": 0.2663670750334859, "loss_maskiou": 0.0055049785660230555, "loss_sem_seg": 0.2798014651052654, "lr": 0.01, "mask_rcnn/accuracy": 0.8775604288079826, "mask_rcnn/false_negative": 0.10458612175952947, "mask_rcnn/false_positive": 0.1255889318897334, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.7090377444401383, "total_loss": 1.6720173638459528} {"data_time": 0.009895721450448036, "eta_seconds": 121936.80573179852, "iteration": 102679, "loss_fcos_cls": 0.2690432795789093, "loss_fcos_ctr": 0.6233667191118002, "loss_fcos_loc": 0.21146510622929782, "loss_mask": 0.27588152326643467, "loss_maskiou": 0.0057797632907750085, "loss_sem_seg": 0.3026338592171669, "lr": 0.01, "mask_rcnn/accuracy": 0.8722331240188383, "mask_rcnn/false_negative": 0.11184017273028493, "mask_rcnn/false_positive": 0.1290050670007301, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7099876385182142, "total_loss": 1.6945815687213326} {"data_time": 0.01067814789712429, "eta_seconds": 121982.91977802292, "iteration": 102699, "loss_fcos_cls": 0.24785431567579508, "loss_fcos_ctr": 0.6198202539235353, "loss_fcos_loc": 0.19028793624602258, "loss_mask": 0.26368181547150016, "loss_maskiou": 0.005061892392404843, "loss_sem_seg": 0.3062742883339524, "lr": 0.01, "mask_rcnn/accuracy": 0.874106601813578, "mask_rcnn/false_negative": 0.09364006451618229, "mask_rcnn/false_positive": 0.15125893757724923, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 39.25, "time": 0.7298718728125095, "total_loss": 1.6478317429937306} {"data_time": 0.010385272093117237, "eta_seconds": 121968.33732845262, "iteration": 102719, "loss_fcos_cls": 0.26406396203674376, "loss_fcos_ctr": 0.6191181987524033, "loss_fcos_loc": 0.19727697619237006, "loss_mask": 0.26442275661975145, "loss_maskiou": 0.004715313400083687, "loss_sem_seg": 0.297822093591094, "lr": 0.01, "mask_rcnn/accuracy": 0.8893046950923227, "mask_rcnn/false_negative": 0.09321013043946656, "mask_rcnn/false_positive": 0.12032214589210022, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7363865086808801, "total_loss": 1.6367043925347389} {"data_time": 0.010519851930439472, "eta_seconds": 121940.68700262345, "iteration": 102739, "loss_fcos_cls": 0.25347442273050547, "loss_fcos_ctr": 0.6215317519381642, "loss_fcos_loc": 0.1943913595750928, "loss_mask": 0.27073201164603233, "loss_maskiou": 0.005751623466494493, "loss_sem_seg": 0.29416721127927303, "lr": 0.01, "mask_rcnn/accuracy": 0.8773372444215781, "mask_rcnn/false_negative": 0.09539897848978127, "mask_rcnn/false_positive": 0.13228453940141827, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7081253603100777, "total_loss": 1.6485843147529522} {"data_time": 0.009112636558711529, "eta_seconds": 121921.31757410802, "iteration": 102759, "loss_fcos_cls": 0.26903866045176983, "loss_fcos_ctr": 0.61968385707587, "loss_fcos_loc": 0.20276695780921727, "loss_mask": 0.27644358156248927, "loss_maskiou": 0.006491823474789271, "loss_sem_seg": 0.3270316570997238, "lr": 0.01, "mask_rcnn/accuracy": 0.8952909943046986, "mask_rcnn/false_negative": 0.08053467215391008, "mask_rcnn/false_positive": 0.14328957136332243, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7319184364750981, "total_loss": 1.7057202651631087} {"data_time": 0.010411061346530914, "eta_seconds": 121905.16992569156, "iteration": 102779, "loss_fcos_cls": 0.2671636932063848, "loss_fcos_ctr": 0.6208800617605448, "loss_fcos_loc": 0.19135751412250102, "loss_mask": 0.27241363283246756, "loss_maskiou": 0.0065070157434092835, "loss_sem_seg": 0.3131576324813068, "lr": 0.01, "mask_rcnn/accuracy": 0.8624169722834188, "mask_rcnn/false_negative": 0.11991281039591913, "mask_rcnn/false_positive": 0.16363859481038695, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.719119219109416, "total_loss": 1.6753234909119783} {"data_time": 0.011110810562968254, "eta_seconds": 121837.62027438637, "iteration": 102799, "loss_fcos_cls": 0.2538712010718882, "loss_fcos_ctr": 0.6201720586977899, "loss_fcos_loc": 0.19273083796724677, "loss_mask": 0.2719877068884671, "loss_maskiou": 0.0061124167405068874, "loss_sem_seg": 0.31689981557428837, "lr": 0.01, "mask_rcnn/accuracy": 0.8907916980351462, "mask_rcnn/false_negative": 0.08806351186759642, "mask_rcnn/false_positive": 0.12520957889047918, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.5, "time": 0.7207196839153767, "total_loss": 1.6726725323678693} {"data_time": 0.009705046191811562, "eta_seconds": 121799.4338850528, "iteration": 102819, "loss_fcos_cls": 0.25314838346093893, "loss_fcos_ctr": 0.6221819492056966, "loss_fcos_loc": 0.1939408159814775, "loss_mask": 0.2678350326605141, "loss_maskiou": 0.005967721532215364, "loss_sem_seg": 0.2821425385773182, "lr": 0.01, "mask_rcnn/accuracy": 0.9051193554344814, "mask_rcnn/false_negative": 0.08444689637817948, "mask_rcnn/false_positive": 0.10510219649689881, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7395064542070031, "total_loss": 1.6197022001506411} {"data_time": 0.010159777477383614, "eta_seconds": 121820.20417600404, "iteration": 102839, "loss_fcos_cls": 0.2715694068465382, "loss_fcos_ctr": 0.6225645979866385, "loss_fcos_loc": 0.2060846259118989, "loss_mask": 0.2784943701699376, "loss_maskiou": 0.005925679739448242, "loss_sem_seg": 0.28482885332778096, "lr": 0.01, "mask_rcnn/accuracy": 0.8994151549508692, "mask_rcnn/false_negative": 0.07381957694526838, "mask_rcnn/false_positive": 0.11072176092247735, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7305954303592443, "total_loss": 1.6556455536046997} {"data_time": 0.009918378666043282, "eta_seconds": 121793.89890180808, "iteration": 102859, "loss_fcos_cls": 0.255598577670753, "loss_fcos_ctr": 0.6182170007377863, "loss_fcos_loc": 0.19551126204896718, "loss_mask": 0.2625326747074723, "loss_maskiou": 0.0053937663324177265, "loss_sem_seg": 0.2710603796876967, "lr": 0.01, "mask_rcnn/accuracy": 0.87406201515694, "mask_rcnn/false_negative": 0.1090409614877879, "mask_rcnn/false_positive": 0.11930049653222002, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7235208954662085, "total_loss": 1.6110962416641996} {"data_time": 0.009794720448553562, "eta_seconds": 121779.32511094864, "iteration": 102879, "loss_fcos_cls": 0.2585006069857627, "loss_fcos_ctr": 0.6185526764020324, "loss_fcos_loc": 0.18504420691169798, "loss_mask": 0.259348529856652, "loss_maskiou": 0.0049621448561083525, "loss_sem_seg": 0.2544565782882273, "lr": 0.01, "mask_rcnn/accuracy": 0.8913390120569421, "mask_rcnn/false_negative": 0.08031437404019115, "mask_rcnn/false_positive": 0.12581222788807364, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.0, "time": 0.7419479703530669, "total_loss": 1.6179502467712155} {"data_time": 0.009181858971714973, "eta_seconds": 121695.51907840464, "iteration": 102899, "loss_fcos_cls": 0.2556052780710161, "loss_fcos_ctr": 0.6200620764866471, "loss_fcos_loc": 0.20094468630850315, "loss_mask": 0.26692940201610327, "loss_maskiou": 0.005135870902449824, "loss_sem_seg": 0.28842655662447214, "lr": 0.01, "mask_rcnn/accuracy": 0.8727760334903192, "mask_rcnn/false_negative": 0.101759275485572, "mask_rcnn/false_positive": 0.14921211657777583, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.709863469004631, "total_loss": 1.661273816062021} {"data_time": 0.009444423019886017, "eta_seconds": 121698.75789187104, "iteration": 102919, "loss_fcos_cls": 0.2577838562428951, "loss_fcos_ctr": 0.6211929321289062, "loss_fcos_loc": 0.1982184995431453, "loss_mask": 0.2628579344600439, "loss_maskiou": 0.005553889917791821, "loss_sem_seg": 0.2799707744270563, "lr": 0.01, "mask_rcnn/accuracy": 0.8722078000482976, "mask_rcnn/false_negative": 0.10673668301730282, "mask_rcnn/false_positive": 0.13342517665556744, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7389926733449101, "total_loss": 1.644115505645459} {"data_time": 0.009682035073637962, "eta_seconds": 121666.38806923572, "iteration": 102939, "loss_fcos_cls": 0.2698294010479003, "loss_fcos_ctr": 0.6212163297459483, "loss_fcos_loc": 0.20980385330040008, "loss_mask": 0.2778519857674837, "loss_maskiou": 0.005661754228640348, "loss_sem_seg": 0.30896698916330934, "lr": 0.01, "mask_rcnn/accuracy": 0.8963655229533674, "mask_rcnn/false_negative": 0.08881098235116415, "mask_rcnn/false_positive": 0.12059185804546521, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.7247869903221726, "total_loss": 1.6856753258034587} {"data_time": 0.00956905260682106, "eta_seconds": 121632.38172222581, "iteration": 102959, "loss_fcos_cls": 0.24802402255591005, "loss_fcos_ctr": 0.6205056849867105, "loss_fcos_loc": 0.1882730753859505, "loss_mask": 0.2522546439431608, "loss_maskiou": 0.004886936465481995, "loss_sem_seg": 0.2914586868137121, "lr": 0.01, "mask_rcnn/accuracy": 0.8809538994169097, "mask_rcnn/false_negative": 0.09203328692096968, "mask_rcnn/false_positive": 0.13876902363549037, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.7064487747848034, "total_loss": 1.6117769906923058} {"data_time": 0.010905136354267597, "eta_seconds": 121637.2570600668, "iteration": 102979, "loss_fcos_cls": 0.2594010247848928, "loss_fcos_ctr": 0.620575686916709, "loss_fcos_loc": 0.198097383370623, "loss_mask": 0.25262289214879274, "loss_maskiou": 0.005161033033800777, "loss_sem_seg": 0.27379602985456586, "lr": 0.01, "mask_rcnn/accuracy": 0.8578422998663751, "mask_rcnn/false_negative": 0.10943798039462971, "mask_rcnn/false_positive": 0.16693380096846305, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.25, "time": 0.7299469048157334, "total_loss": 1.6194836453578318} {"data_time": 0.010408018715679646, "eta_seconds": 121633.70600658562, "iteration": 102999, "loss_fcos_cls": 0.256981220562011, "loss_fcos_ctr": 0.6190228504128754, "loss_fcos_loc": 0.1890931042144075, "loss_mask": 0.2706603636033833, "loss_maskiou": 0.005142642912687734, "loss_sem_seg": 0.2942166053690016, "lr": 0.01, "mask_rcnn/accuracy": 0.8868024244581554, "mask_rcnn/false_negative": 0.08856987002977082, "mask_rcnn/false_positive": 0.14987261372856236, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.25, "time": 0.723504145629704, "total_loss": 1.6278858798395959} {"data_time": 0.011673524044454098, "eta_seconds": 121677.30857493263, "iteration": 103019, "loss_fcos_cls": 0.26400287926662713, "loss_fcos_ctr": 0.6221285220235586, "loss_fcos_loc": 0.19812972587533295, "loss_mask": 0.26277089631184936, "loss_maskiou": 0.00527535991568584, "loss_sem_seg": 0.28254345897585154, "lr": 0.01, "mask_rcnn/accuracy": 0.8763526988176223, "mask_rcnn/false_negative": 0.1024211119268836, "mask_rcnn/false_positive": 0.12200007133063978, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7236788729205728, "total_loss": 1.635638491687132} {"data_time": 0.010663806460797787, "eta_seconds": 121641.04173962865, "iteration": 103039, "loss_fcos_cls": 0.2490546095650643, "loss_fcos_ctr": 0.6190589526668191, "loss_fcos_loc": 0.18384627741761506, "loss_mask": 0.2667772825807333, "loss_maskiou": 0.005800910483230837, "loss_sem_seg": 0.2918840521015227, "lr": 0.01, "mask_rcnn/accuracy": 0.8852580270830137, "mask_rcnn/false_negative": 0.10008545304789294, "mask_rcnn/false_positive": 0.12797594719462613, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.25, "time": 0.7085522720590234, "total_loss": 1.6107635709195165} {"data_time": 0.009859247133135796, "eta_seconds": 121648.16099321377, "iteration": 103059, "loss_fcos_cls": 0.26939868554472923, "loss_fcos_ctr": 0.6230093510821462, "loss_fcos_loc": 0.1952335686655715, "loss_mask": 0.2669907631352544, "loss_maskiou": 0.0058749264280777425, "loss_sem_seg": 0.29331001080572605, "lr": 0.01, "mask_rcnn/accuracy": 0.8893316565354893, "mask_rcnn/false_negative": 0.0908848945854314, "mask_rcnn/false_positive": 0.11693146603033391, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.0, "time": 0.7430167617276311, "total_loss": 1.6668551610200666} {"data_time": 0.009658328257501125, "eta_seconds": 121686.46802235581, "iteration": 103079, "loss_fcos_cls": 0.2801493355073035, "loss_fcos_ctr": 0.6248090164735913, "loss_fcos_loc": 0.2125431873719208, "loss_mask": 0.26834382116794586, "loss_maskiou": 0.005453398572171864, "loss_sem_seg": 0.29521755827590823, "lr": 0.01, "mask_rcnn/accuracy": 0.885298681972789, "mask_rcnn/false_negative": 0.08432536364395486, "mask_rcnn/false_positive": 0.1594363555033334, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7405670275911689, "total_loss": 1.681604646568303} {"data_time": 0.010980750434100628, "eta_seconds": 121630.72664783802, "iteration": 103099, "loss_fcos_cls": 0.26293390104547143, "loss_fcos_ctr": 0.6188941793516278, "loss_fcos_loc": 0.19784130132757127, "loss_mask": 0.265441857278347, "loss_maskiou": 0.005903229641262442, "loss_sem_seg": 0.3297678427770734, "lr": 0.01, "mask_rcnn/accuracy": 0.8778921389984565, "mask_rcnn/false_negative": 0.10120964539569743, "mask_rcnn/false_positive": 0.13502543058979152, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7251226855441928, "total_loss": 1.662219774632831} {"data_time": 0.009749632328748703, "eta_seconds": 121628.00829299167, "iteration": 103119, "loss_fcos_cls": 0.28513555508106947, "loss_fcos_ctr": 0.6239578416571021, "loss_fcos_loc": 0.21155415091197938, "loss_mask": 0.2747536515817046, "loss_maskiou": 0.0060748768446501344, "loss_sem_seg": 0.2918101781979203, "lr": 0.01, "mask_rcnn/accuracy": 0.8758523484110237, "mask_rcnn/false_negative": 0.09633294085400078, "mask_rcnn/false_positive": 0.13051996292333815, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.75, "time": 0.7499682689085603, "total_loss": 1.7143242247548187} {"data_time": 0.01016137283295393, "eta_seconds": 121589.86582977604, "iteration": 103139, "loss_fcos_cls": 0.2692288110847585, "loss_fcos_ctr": 0.6198812015354633, "loss_fcos_loc": 0.19235503091476858, "loss_mask": 0.276645265519619, "loss_maskiou": 0.0058787702037079725, "loss_sem_seg": 0.30204990541096777, "lr": 0.01, "mask_rcnn/accuracy": 0.8853095799340907, "mask_rcnn/false_negative": 0.09098109380715406, "mask_rcnn/false_positive": 0.12554490447970845, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7220043856650591, "total_loss": 1.6836965245456668} {"data_time": 0.0100711639970541, "eta_seconds": 121598.85506205633, "iteration": 103159, "loss_fcos_cls": 0.26095143938437104, "loss_fcos_ctr": 0.6193854929879308, "loss_fcos_loc": 0.1945738885551691, "loss_mask": 0.25397744309157133, "loss_maskiou": 0.00526144990362809, "loss_sem_seg": 0.2692420966923237, "lr": 0.01, "mask_rcnn/accuracy": 0.8797953964194374, "mask_rcnn/false_negative": 0.10669839455028242, "mask_rcnn/false_positive": 0.14731706658889837, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.0, "time": 0.7465144991874695, "total_loss": 1.6258345471287612} {"data_time": 0.009881080128252506, "eta_seconds": 121584.27844658867, "iteration": 103179, "loss_fcos_cls": 0.24643244571052492, "loss_fcos_ctr": 0.617977486923337, "loss_fcos_loc": 0.1904740614700131, "loss_mask": 0.2729894919320941, "loss_maskiou": 0.005345710655092262, "loss_sem_seg": 0.2559732652734965, "lr": 0.01, "mask_rcnn/accuracy": 0.8904396060749882, "mask_rcnn/false_negative": 0.0871857279557435, "mask_rcnn/false_positive": 0.1253421226850642, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.25, "time": 0.7265128931030631, "total_loss": 1.6070060027086583} {"data_time": 0.010188770480453968, "eta_seconds": 121582.18400034588, "iteration": 103199, "loss_fcos_cls": 0.24660486413631588, "loss_fcos_ctr": 0.6201599817723036, "loss_fcos_loc": 0.18981064594117925, "loss_mask": 0.2602415499277413, "loss_maskiou": 0.005608309293165803, "loss_sem_seg": 0.31041827390436083, "lr": 0.01, "mask_rcnn/accuracy": 0.8768206549683548, "mask_rcnn/false_negative": 0.08485930997557456, "mask_rcnn/false_positive": 0.14198525621565344, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.5, "time": 0.7306840531527996, "total_loss": 1.6471394249238074} {"data_time": 0.008972660638391972, "eta_seconds": 121482.12980013061, "iteration": 103219, "loss_fcos_cls": 0.26193069852888584, "loss_fcos_ctr": 0.6224837051704526, "loss_fcos_loc": 0.19572413543937728, "loss_mask": 0.27244789246469736, "loss_maskiou": 0.005739381689636502, "loss_sem_seg": 0.3056233315728605, "lr": 0.01, "mask_rcnn/accuracy": 0.878481240981241, "mask_rcnn/false_negative": 0.09348630601328527, "mask_rcnn/false_positive": 0.1342450623716174, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7211027136072516, "total_loss": 1.6665468066166795} {"data_time": 0.00995140802115202, "eta_seconds": 121430.30767413229, "iteration": 103239, "loss_fcos_cls": 0.2587982313707471, "loss_fcos_ctr": 0.6194332856684923, "loss_fcos_loc": 0.1954757453640923, "loss_mask": 0.27160512562841177, "loss_maskiou": 0.00588697828061413, "loss_sem_seg": 0.3005052675725892, "lr": 0.01, "mask_rcnn/accuracy": 0.8878266079158936, "mask_rcnn/false_negative": 0.08251395796177849, "mask_rcnn/false_positive": 0.13972332333762447, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.75, "time": 0.7157111940905452, "total_loss": 1.6616240004077554} {"data_time": 0.010331694036722183, "eta_seconds": 121320.6288990574, "iteration": 103259, "loss_fcos_cls": 0.25255165225826204, "loss_fcos_ctr": 0.6209638183936477, "loss_fcos_loc": 0.1987335165613331, "loss_mask": 0.27291480358690023, "loss_maskiou": 0.0059555978659773245, "loss_sem_seg": 0.30249934387393296, "lr": 0.01, "mask_rcnn/accuracy": 0.8815288334297551, "mask_rcnn/false_negative": 0.10258967352528942, "mask_rcnn/false_positive": 0.13573647697206673, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7199738277122378, "total_loss": 1.6571405916693038} {"data_time": 0.009922308847308159, "eta_seconds": 121306.07691377494, "iteration": 103279, "loss_fcos_cls": 0.2534567518159747, "loss_fcos_ctr": 0.6238391660153866, "loss_fcos_loc": 0.20325688761658967, "loss_mask": 0.2680481020361185, "loss_maskiou": 0.004927045534714125, "loss_sem_seg": 0.2922345125116408, "lr": 0.01, "mask_rcnn/accuracy": 0.8780865616333453, "mask_rcnn/false_negative": 0.10226605354009397, "mask_rcnn/false_positive": 0.1481686093192312, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7318709464743733, "total_loss": 1.6238986810931237} {"data_time": 0.010041754692792892, "eta_seconds": 121291.5249284925, "iteration": 103299, "loss_fcos_cls": 0.2592393736122176, "loss_fcos_ctr": 0.6213738191872835, "loss_fcos_loc": 0.1899668169207871, "loss_mask": 0.2716149389743805, "loss_maskiou": 0.005766907714132685, "loss_sem_seg": 0.255805003689602, "lr": 0.01, "mask_rcnn/accuracy": 0.8848503899186256, "mask_rcnn/false_negative": 0.08681756232227156, "mask_rcnn/false_positive": 0.13603391076074023, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7273811502382159, "total_loss": 1.6504112128495763} {"data_time": 0.009847598150372505, "eta_seconds": 121353.2496990338, "iteration": 103319, "loss_fcos_cls": 0.27190984319895506, "loss_fcos_ctr": 0.6210370762273669, "loss_fcos_loc": 0.19635333004407585, "loss_mask": 0.2699559358879924, "loss_maskiou": 0.006026084411132615, "loss_sem_seg": 0.3386283991858363, "lr": 0.01, "mask_rcnn/accuracy": 0.8807327097505668, "mask_rcnn/false_negative": 0.088651842105995, "mask_rcnn/false_positive": 0.14966072206476577, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7404079437255859, "total_loss": 1.6916865172315738} {"data_time": 0.0096541503444314, "eta_seconds": 121357.49070393294, "iteration": 103339, "loss_fcos_cls": 0.2643771846778691, "loss_fcos_ctr": 0.6194334188476205, "loss_fcos_loc": 0.1868374824989587, "loss_mask": 0.27246690448373556, "loss_maskiou": 0.005813800897158217, "loss_sem_seg": 0.3035347913391888, "lr": 0.01, "mask_rcnn/accuracy": 0.8761416485634734, "mask_rcnn/false_negative": 0.10023878679599546, "mask_rcnn/false_positive": 0.14298816444739496, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7334786485880613, "total_loss": 1.6711511569446884} {"data_time": 0.009472480043768883, "eta_seconds": 121342.92730989307, "iteration": 103359, "loss_fcos_cls": 0.27973165456205606, "loss_fcos_ctr": 0.6212781285867095, "loss_fcos_loc": 0.19577939994633198, "loss_mask": 0.2873337287455797, "loss_maskiou": 0.006680551421595737, "loss_sem_seg": 0.31011584610678256, "lr": 0.01, "mask_rcnn/accuracy": 0.8822688610484626, "mask_rcnn/false_negative": 0.08614969469147926, "mask_rcnn/false_positive": 0.14141647673089391, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.745358120650053, "total_loss": 1.7233332999021513} {"data_time": 0.009737497195601463, "eta_seconds": 121233.31698736269, "iteration": 103379, "loss_fcos_cls": 0.24478292078129016, "loss_fcos_ctr": 0.6177194090560079, "loss_fcos_loc": 0.1913945993874222, "loss_mask": 0.26978014409542084, "loss_maskiou": 0.005600680538918823, "loss_sem_seg": 0.27219413756392896, "lr": 0.01, "mask_rcnn/accuracy": 0.8698133590170762, "mask_rcnn/false_negative": 0.09134557765556219, "mask_rcnn/false_positive": 0.16853412871148693, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.0, "time": 0.7291552033275366, "total_loss": 1.612470107836998} {"data_time": 0.009826992638409138, "eta_seconds": 121317.20688847639, "iteration": 103399, "loss_fcos_cls": 0.26791858952492476, "loss_fcos_ctr": 0.621821672655642, "loss_fcos_loc": 0.19975320808589458, "loss_mask": 0.2789872605353594, "loss_maskiou": 0.005895567708648741, "loss_sem_seg": 0.25509285810403526, "lr": 0.01, "mask_rcnn/accuracy": 0.8786928212365142, "mask_rcnn/false_negative": 0.09835983448886675, "mask_rcnn/false_positive": 0.1403715154686085, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.743745150975883, "total_loss": 1.6320682441000827} {"data_time": 0.009889653883874416, "eta_seconds": 121302.6430855114, "iteration": 103419, "loss_fcos_cls": 0.25690371403470635, "loss_fcos_ctr": 0.6187174483202398, "loss_fcos_loc": 0.18921503331512213, "loss_mask": 0.26714423671364784, "loss_maskiou": 0.005669339734595269, "loss_sem_seg": 0.30086479848250747, "lr": 0.01, "mask_rcnn/accuracy": 0.8668053530936184, "mask_rcnn/false_negative": 0.09504484497298957, "mask_rcnn/false_positive": 0.1582412081523527, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.75, "time": 0.7116929814219475, "total_loss": 1.6456991581071634} {"data_time": 0.009622459299862385, "eta_seconds": 121302.05670722201, "iteration": 103439, "loss_fcos_cls": 0.2501624452415854, "loss_fcos_ctr": 0.6188862985000014, "loss_fcos_loc": 0.19588957796804607, "loss_mask": 0.2680417625233531, "loss_maskiou": 0.005692211329005659, "loss_sem_seg": 0.3300425764173269, "lr": 0.01, "mask_rcnn/accuracy": 0.8683116004544575, "mask_rcnn/false_negative": 0.10358340291351945, "mask_rcnn/false_positive": 0.15190825197436125, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.75, "time": 0.7203476326540112, "total_loss": 1.6756543600640725} {"data_time": 0.010850551538169384, "eta_seconds": 121251.32173509151, "iteration": 103459, "loss_fcos_cls": 0.2572647501947358, "loss_fcos_ctr": 0.6196996858343482, "loss_fcos_loc": 0.19574632623698562, "loss_mask": 0.2601420236751437, "loss_maskiou": 0.005471518568811007, "loss_sem_seg": 0.27944862516596913, "lr": 0.01, "mask_rcnn/accuracy": 0.8719649318060557, "mask_rcnn/false_negative": 0.09914654620141503, "mask_rcnn/false_positive": 0.1369905395967551, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7239513723179698, "total_loss": 1.6294597156811506} {"data_time": 0.010438851080834866, "eta_seconds": 121236.76059738547, "iteration": 103479, "loss_fcos_cls": 0.27773506846278906, "loss_fcos_ctr": 0.6209482895210385, "loss_fcos_loc": 0.20036742533557117, "loss_mask": 0.2753367945551872, "loss_maskiou": 0.005481163287186064, "loss_sem_seg": 0.2964970776811242, "lr": 0.01, "mask_rcnn/accuracy": 0.8938424830848781, "mask_rcnn/false_negative": 0.0849902603211524, "mask_rcnn/false_positive": 0.13201650824180852, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.75, "time": 0.7345095677301288, "total_loss": 1.6563133081290289} {"data_time": 0.010659396648406982, "eta_seconds": 121222.19945967942, "iteration": 103499, "loss_fcos_cls": 0.26672029378823936, "loss_fcos_ctr": 0.6225768430158496, "loss_fcos_loc": 0.19529783946927637, "loss_mask": 0.26712517999112606, "loss_maskiou": 0.005686928991053719, "loss_sem_seg": 0.33285505045205355, "lr": 0.01, "mask_rcnn/accuracy": 0.8859671656118894, "mask_rcnn/false_negative": 0.11082075146531038, "mask_rcnn/false_positive": 0.12566902249416423, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7452942281961441, "total_loss": 1.7304750844632508} {"data_time": 0.009083609096705914, "eta_seconds": 121207.63832197338, "iteration": 103519, "loss_fcos_cls": 0.2570682892110199, "loss_fcos_ctr": 0.6201195791363716, "loss_fcos_loc": 0.19424839178100228, "loss_mask": 0.26454659504815936, "loss_maskiou": 0.005776890611741692, "loss_sem_seg": 0.29851679876446724, "lr": 0.01, "mask_rcnn/accuracy": 0.8839559722922467, "mask_rcnn/false_negative": 0.10124379191386074, "mask_rcnn/false_positive": 0.12831809379757525, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.5, "time": 0.726706862449646, "total_loss": 1.6236003276571864} {"data_time": 0.010525274090468884, "eta_seconds": 121113.41000959463, "iteration": 103539, "loss_fcos_cls": 0.2494609651621431, "loss_fcos_ctr": 0.6198780899867415, "loss_fcos_loc": 0.1955681387335062, "loss_mask": 0.2726542381569743, "loss_maskiou": 0.005448303105367813, "loss_sem_seg": 0.30130893271416426, "lr": 0.01, "mask_rcnn/accuracy": 0.897158025372311, "mask_rcnn/false_negative": 0.08987576778629237, "mask_rcnn/false_positive": 0.10296900742002796, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.0, "time": 0.715770329348743, "total_loss": 1.6489888898504432} {"data_time": 0.010210894048213959, "eta_seconds": 121098.85844376124, "iteration": 103559, "loss_fcos_cls": 0.25384068209677935, "loss_fcos_ctr": 0.62111053802073, "loss_fcos_loc": 0.19401422084774822, "loss_mask": 0.27199905971065164, "loss_maskiou": 0.005619227347779088, "loss_sem_seg": 0.259664673358202, "lr": 0.01, "mask_rcnn/accuracy": 0.8818381519274376, "mask_rcnn/false_negative": 0.10719089251880815, "mask_rcnn/false_positive": 0.14455372322324267, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.0, "time": 0.7174102813005447, "total_loss": 1.62837352283168} {"data_time": 0.0105339540168643, "eta_seconds": 120978.7448657304, "iteration": 103579, "loss_fcos_cls": 0.24416407197713852, "loss_fcos_ctr": 0.6220868304371834, "loss_fcos_loc": 0.1879416240262799, "loss_mask": 0.2623361796140671, "loss_maskiou": 0.006247757681194344, "loss_sem_seg": 0.27681327518075705, "lr": 0.01, "mask_rcnn/accuracy": 0.8854813098708871, "mask_rcnn/false_negative": 0.0866112187657509, "mask_rcnn/false_positive": 0.1289449850752514, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 33.0, "time": 0.7196477390825748, "total_loss": 1.64295374773792} {"data_time": 0.009695249609649181, "eta_seconds": 120961.51518970449, "iteration": 103599, "loss_fcos_cls": 0.26996236969716847, "loss_fcos_ctr": 0.6202342705801129, "loss_fcos_loc": 0.19343267590738833, "loss_mask": 0.26312293391674757, "loss_maskiou": 0.005149086100573186, "loss_sem_seg": 0.2730728071182966, "lr": 0.01, "mask_rcnn/accuracy": 0.8657638839507928, "mask_rcnn/false_negative": 0.09955774845937593, "mask_rcnn/false_positive": 0.14664945957169512, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7182431621477008, "total_loss": 1.6159598950798681} {"data_time": 0.009902359917759895, "eta_seconds": 120881.40102394298, "iteration": 103619, "loss_fcos_cls": 0.23887927131727338, "loss_fcos_ctr": 0.6206201044842601, "loss_fcos_loc": 0.19080912019126117, "loss_mask": 0.265634938608855, "loss_maskiou": 0.005162812580238096, "loss_sem_seg": 0.25308616925030947, "lr": 0.01, "mask_rcnn/accuracy": 0.8636873294218887, "mask_rcnn/false_negative": 0.11016469383631594, "mask_rcnn/false_positive": 0.15735568237032072, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7168573336675763, "total_loss": 1.6003486654080916} {"data_time": 0.009745253250002861, "eta_seconds": 120911.3287002882, "iteration": 103639, "loss_fcos_cls": 0.2356222002999857, "loss_fcos_ctr": 0.617723261937499, "loss_fcos_loc": 0.18739755474962294, "loss_mask": 0.2741439491510391, "loss_maskiou": 0.005687790224328637, "loss_sem_seg": 0.2750138705596328, "lr": 0.01, "mask_rcnn/accuracy": 0.8868948438129418, "mask_rcnn/false_negative": 0.10132269894534171, "mask_rcnn/false_positive": 0.1393892392128102, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.75, "time": 0.7204448701813817, "total_loss": 1.5947901080362499} {"data_time": 0.010006300173699856, "eta_seconds": 120947.2254881803, "iteration": 103659, "loss_fcos_cls": 0.2555472985841334, "loss_fcos_ctr": 0.621078098192811, "loss_fcos_loc": 0.2050815587863326, "loss_mask": 0.2730350662022829, "loss_maskiou": 0.005878267606021836, "loss_sem_seg": 0.289304131641984, "lr": 0.01, "mask_rcnn/accuracy": 0.8721652996641696, "mask_rcnn/false_negative": 0.11498599875117371, "mask_rcnn/false_positive": 0.16462946790970867, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7162289479747415, "total_loss": 1.661813658371102} {"data_time": 0.009932225570082664, "eta_seconds": 121011.5490487609, "iteration": 103679, "loss_fcos_cls": 0.24845978082157671, "loss_fcos_ctr": 0.6207323726266623, "loss_fcos_loc": 0.19000229821540415, "loss_mask": 0.26027223747223616, "loss_maskiou": 0.005261678069473419, "loss_sem_seg": 0.27289811708033085, "lr": 0.01, "mask_rcnn/accuracy": 0.8896099713470293, "mask_rcnn/false_negative": 0.11317203490091379, "mask_rcnn/false_positive": 0.11472556079057142, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.75, "time": 0.7454552948474884, "total_loss": 1.606361976104381} {"data_time": 0.010738389566540718, "eta_seconds": 120996.99748292752, "iteration": 103699, "loss_fcos_cls": 0.23889027163386345, "loss_fcos_ctr": 0.6200517625547945, "loss_fcos_loc": 0.1923396186903119, "loss_mask": 0.2719775317236781, "loss_maskiou": 0.005670606275089085, "loss_sem_seg": 0.26691044960170984, "lr": 0.01, "mask_rcnn/accuracy": 0.8794009535293761, "mask_rcnn/false_negative": 0.11516991043157494, "mask_rcnn/false_positive": 0.1416059450491337, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.0, "time": 0.7476473189890385, "total_loss": 1.6081749964941991} {"data_time": 0.010217196308076382, "eta_seconds": 120947.26980382204, "iteration": 103719, "loss_fcos_cls": 0.2505660180468112, "loss_fcos_ctr": 0.6200706558302045, "loss_fcos_loc": 0.1952739858534187, "loss_mask": 0.25905026495456696, "loss_maskiou": 0.0060621666416409425, "loss_sem_seg": 0.2895109229721129, "lr": 0.01, "mask_rcnn/accuracy": 0.8818978451888002, "mask_rcnn/false_negative": 0.09309920224678242, "mask_rcnn/false_positive": 0.1536764132467338, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.25, "time": 0.7153871655464172, "total_loss": 1.6236777560552582} {"data_time": 0.010579077526926994, "eta_seconds": 120954.96762460005, "iteration": 103739, "loss_fcos_cls": 0.24041101429611444, "loss_fcos_ctr": 0.6172276334837079, "loss_fcos_loc": 0.1891003141645342, "loss_mask": 0.2597000375390053, "loss_maskiou": 0.005646476740366779, "loss_sem_seg": 0.2679303218610585, "lr": 0.01, "mask_rcnn/accuracy": 0.8970020888790299, "mask_rcnn/false_negative": 0.08239502293196854, "mask_rcnn/false_positive": 0.13035509202975865, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.7307733790948987, "total_loss": 1.593671374495898} {"data_time": 0.010384158231317997, "eta_seconds": 120949.07041725423, "iteration": 103759, "loss_fcos_cls": 0.24923286866396666, "loss_fcos_ctr": 0.6211145538836718, "loss_fcos_loc": 0.18661661515943706, "loss_mask": 0.26930276304483414, "loss_maskiou": 0.00551760480448138, "loss_sem_seg": 0.2705038692802191, "lr": 0.01, "mask_rcnn/accuracy": 0.8872283288315326, "mask_rcnn/false_negative": 0.1071301867812188, "mask_rcnn/false_positive": 0.10641907059746677, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.75, "time": 0.746162342838943, "total_loss": 1.6258961437706603} {"data_time": 0.009589043445885181, "eta_seconds": 120934.51936541777, "iteration": 103779, "loss_fcos_cls": 0.23996066953986883, "loss_fcos_ctr": 0.6204526135697961, "loss_fcos_loc": 0.18916709476616234, "loss_mask": 0.27082630060613155, "loss_maskiou": 0.004995155584765598, "loss_sem_seg": 0.2980739769991487, "lr": 0.01, "mask_rcnn/accuracy": 0.8924277031108426, "mask_rcnn/false_negative": 0.09364179996100414, "mask_rcnn/false_positive": 0.12245232204297724, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 36.0, "time": 0.7204375583678484, "total_loss": 1.612437897376367} {"data_time": 0.009521790780127048, "eta_seconds": 120924.23965376057, "iteration": 103799, "loss_fcos_cls": 0.2637016982771456, "loss_fcos_ctr": 0.6189835090190172, "loss_fcos_loc": 0.19705793261528015, "loss_mask": 0.27104903291910887, "loss_maskiou": 0.005362262068956625, "loss_sem_seg": 0.2763822490815073, "lr": 0.01, "mask_rcnn/accuracy": 0.866156462585034, "mask_rcnn/false_negative": 0.10628846142145505, "mask_rcnn/false_positive": 0.14153059007882016, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7194013511762023, "total_loss": 1.6521122518461198} {"data_time": 0.009435239247977734, "eta_seconds": 120904.19258163683, "iteration": 103819, "loss_fcos_cls": 0.23880060494411737, "loss_fcos_ctr": 0.6197335012257099, "loss_fcos_loc": 0.19349299184978008, "loss_mask": 0.2613560492172837, "loss_maskiou": 0.0054823112732265145, "loss_sem_seg": 0.27060210099443793, "lr": 0.01, "mask_rcnn/accuracy": 0.8767457079108922, "mask_rcnn/false_negative": 0.09429130687761972, "mask_rcnn/false_positive": 0.16842690776041125, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.0, "time": 0.7309083426371217, "total_loss": 1.6132092000698321} {"data_time": 0.010036306455731392, "eta_seconds": 120844.91164651327, "iteration": 103839, "loss_fcos_cls": 0.24373994069173932, "loss_fcos_ctr": 0.620259496383369, "loss_fcos_loc": 0.19126722801593132, "loss_mask": 0.2708401009440422, "loss_maskiou": 0.005404454950621584, "loss_sem_seg": 0.24768766202032566, "lr": 0.01, "mask_rcnn/accuracy": 0.8891581632653061, "mask_rcnn/false_negative": 0.09733083825952375, "mask_rcnn/false_positive": 0.10876709810005139, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.0, "time": 0.7215012544766068, "total_loss": 1.5959750029251154} {"data_time": 0.009691067039966583, "eta_seconds": 120813.69418488629, "iteration": 103859, "loss_fcos_cls": 0.25109801115468144, "loss_fcos_ctr": 0.6190061215311289, "loss_fcos_loc": 0.19513812521472573, "loss_mask": 0.27171702217310667, "loss_maskiou": 0.005909406165301334, "loss_sem_seg": 0.29013359965756536, "lr": 0.01, "mask_rcnn/accuracy": 0.8898232096892811, "mask_rcnn/false_negative": 0.10017445222168542, "mask_rcnn/false_positive": 0.10694224172768181, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.25, "time": 0.7144414642825723, "total_loss": 1.6360493345855502} {"data_time": 0.009657136164605618, "eta_seconds": 120760.66167034209, "iteration": 103879, "loss_fcos_cls": 0.25818369747139513, "loss_fcos_ctr": 0.6193398805335164, "loss_fcos_loc": 0.19668491079937667, "loss_mask": 0.259957158472389, "loss_maskiou": 0.005036588234361261, "loss_sem_seg": 0.2767782402224839, "lr": 0.01, "mask_rcnn/accuracy": 0.8821029727680546, "mask_rcnn/false_negative": 0.093415165166752, "mask_rcnn/false_positive": 0.13643606971881664, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.726969663053751, "total_loss": 1.620966519563808} {"data_time": 0.009558627381920815, "eta_seconds": 120801.27508499287, "iteration": 103899, "loss_fcos_cls": 0.2510600866517052, "loss_fcos_ctr": 0.6177553916350007, "loss_fcos_loc": 0.1929200739832595, "loss_mask": 0.2652379316277802, "loss_maskiou": 0.005326993254129775, "loss_sem_seg": 0.2677182797342539, "lr": 0.01, "mask_rcnn/accuracy": 0.8745763298535154, "mask_rcnn/false_negative": 0.1240733921985567, "mask_rcnn/false_positive": 0.11957173459393713, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 40.0, "time": 0.738477585837245, "total_loss": 1.6206979481794406} {"data_time": 0.010068288072943687, "eta_seconds": 120739.76544426288, "iteration": 103919, "loss_fcos_cls": 0.24621996679343283, "loss_fcos_ctr": 0.6178402798250318, "loss_fcos_loc": 0.1851955359452404, "loss_mask": 0.26052509248256683, "loss_maskiou": 0.005913232078455621, "loss_sem_seg": 0.28053960483521223, "lr": 0.01, "mask_rcnn/accuracy": 0.8846717487813871, "mask_rcnn/false_negative": 0.08512156324998632, "mask_rcnn/false_positive": 0.1515026925240191, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.25, "time": 0.7127583958208561, "total_loss": 1.627700323224417} {"data_time": 0.009404064156115055, "eta_seconds": 120737.77439621743, "iteration": 103939, "loss_fcos_cls": 0.2635484447237104, "loss_fcos_ctr": 0.6199535960331559, "loss_fcos_loc": 0.19360139482887462, "loss_mask": 0.2578452620655298, "loss_maskiou": 0.0062868674140190706, "loss_sem_seg": 0.2895181910134852, "lr": 0.01, "mask_rcnn/accuracy": 0.8828065820922963, "mask_rcnn/false_negative": 0.1111154126282386, "mask_rcnn/false_positive": 0.13662496724235812, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 33.75, "time": 0.7287020292133093, "total_loss": 1.6488501070343773} {"data_time": 0.01098671741783619, "eta_seconds": 120757.63852347247, "iteration": 103959, "loss_fcos_cls": 0.2604537885636091, "loss_fcos_ctr": 0.6229709926992655, "loss_fcos_loc": 0.19344705494586378, "loss_mask": 0.27124221716076136, "loss_maskiou": 0.005967528180917725, "loss_sem_seg": 0.28549347072839737, "lr": 0.01, "mask_rcnn/accuracy": 0.8826087060764156, "mask_rcnn/false_negative": 0.09540332244105516, "mask_rcnn/false_positive": 0.1387257218661055, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7257298808544874, "total_loss": 1.6167365895744297} {"data_time": 0.010239941999316216, "eta_seconds": 120736.09076755028, "iteration": 103979, "loss_fcos_cls": 0.2419974049553275, "loss_fcos_ctr": 0.6200591949746013, "loss_fcos_loc": 0.1899660644121468, "loss_mask": 0.2664276007562876, "loss_maskiou": 0.006413005030481145, "loss_sem_seg": 0.2845814162865281, "lr": 0.01, "mask_rcnn/accuracy": 0.9025889772613032, "mask_rcnn/false_negative": 0.08909266756880271, "mask_rcnn/false_positive": 0.1375477299073891, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.5, "time": 0.7305160751566291, "total_loss": 1.6197624792403076} {"data_time": 0.009905421175062656, "eta_seconds": 120765.81748366263, "iteration": 103999, "loss_fcos_cls": 0.2526505097630434, "loss_fcos_ctr": 0.621309170499444, "loss_fcos_loc": 0.1948597728041932, "loss_mask": 0.2741899639368057, "loss_maskiou": 0.0055552878220623825, "loss_sem_seg": 0.2644681613892317, "lr": 0.01, "mask_rcnn/accuracy": 0.8731930272108843, "mask_rcnn/false_negative": 0.0994271971527661, "mask_rcnn/false_positive": 0.14304889397394588, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.25, "time": 0.737352185882628, "total_loss": 1.614779477204138} {"data_time": 0.010340836830437183, "eta_seconds": 120788.63006109372, "iteration": 104019, "loss_fcos_cls": 0.2543110320402775, "loss_fcos_ctr": 0.6190620735287666, "loss_fcos_loc": 0.19445823202840984, "loss_mask": 0.2608543746173382, "loss_maskiou": 0.0049292163384961896, "loss_sem_seg": 0.28867341578006744, "lr": 0.01, "mask_rcnn/accuracy": 0.8904617230756975, "mask_rcnn/false_negative": 0.0919918778116692, "mask_rcnn/false_positive": 0.13653965662612155, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.75, "time": 0.732254390604794, "total_loss": 1.6074974060466047} {"data_time": 0.010047278366982937, "eta_seconds": 120774.07554822043, "iteration": 104039, "loss_fcos_cls": 0.2523358997423202, "loss_fcos_ctr": 0.6161208301782608, "loss_fcos_loc": 0.18868869449943304, "loss_mask": 0.26537345070391893, "loss_maskiou": 0.0057400216173846275, "loss_sem_seg": 0.27157789282500744, "lr": 0.01, "mask_rcnn/accuracy": 0.8855019899116109, "mask_rcnn/false_negative": 0.08966253408904147, "mask_rcnn/false_positive": 0.1678155162262646, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.75, "time": 0.7151229558512568, "total_loss": 1.6239415984091465} {"data_time": 0.01024148240685463, "eta_seconds": 120707.11326171551, "iteration": 104059, "loss_fcos_cls": 0.2519408699590713, "loss_fcos_ctr": 0.6194035112857819, "loss_fcos_loc": 0.2017161186086014, "loss_mask": 0.2557753371074796, "loss_maskiou": 0.004605876700225053, "loss_sem_seg": 0.2903099046088755, "lr": 0.01, "mask_rcnn/accuracy": 0.8784271744412051, "mask_rcnn/false_negative": 0.08605256451974544, "mask_rcnn/false_positive": 0.1317126518294331, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.25, "time": 0.7243847092613578, "total_loss": 1.63611187627248} {"data_time": 0.009581324644386768, "eta_seconds": 120649.3367334092, "iteration": 104079, "loss_fcos_cls": 0.2530330722220242, "loss_fcos_ctr": 0.6202203640714288, "loss_fcos_loc": 0.19484570616623387, "loss_mask": 0.2754127401858568, "loss_maskiou": 0.005780617041750702, "loss_sem_seg": 0.27477271668612957, "lr": 0.01, "mask_rcnn/accuracy": 0.8851038937534473, "mask_rcnn/false_negative": 0.10377934278045636, "mask_rcnn/false_positive": 0.0958694207082481, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.5, "time": 0.7141744587570429, "total_loss": 1.6452860143690486} {"data_time": 0.01048788521438837, "eta_seconds": 120634.79374768306, "iteration": 104099, "loss_fcos_cls": 0.2424034890718758, "loss_fcos_ctr": 0.6201662155799568, "loss_fcos_loc": 0.19308400448062457, "loss_mask": 0.2617789823561907, "loss_maskiou": 0.004935370467137545, "loss_sem_seg": 0.2567438278347254, "lr": 0.01, "mask_rcnn/accuracy": 0.8738913361251581, "mask_rcnn/false_negative": 0.08670685654937065, "mask_rcnn/false_positive": 0.14890232525791336, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7171634202823043, "total_loss": 1.6059510418990612} {"data_time": 0.010206677950918674, "eta_seconds": 120620.25076195691, "iteration": 104119, "loss_fcos_cls": 0.2494627775158733, "loss_fcos_ctr": 0.61918914783746, "loss_fcos_loc": 0.197280008578673, "loss_mask": 0.27170352824032307, "loss_maskiou": 0.005676413362380117, "loss_sem_seg": 0.23767130030319095, "lr": 0.01, "mask_rcnn/accuracy": 0.9043830421150798, "mask_rcnn/false_negative": 0.07910065282086108, "mask_rcnn/false_positive": 0.14490048264424926, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.25, "time": 0.7321818983182311, "total_loss": 1.5900774368856219} {"data_time": 0.010259642265737057, "eta_seconds": 120592.36063332763, "iteration": 104139, "loss_fcos_cls": 0.25226462504360825, "loss_fcos_ctr": 0.6197910862974823, "loss_fcos_loc": 0.19353272183798254, "loss_mask": 0.2633821275085211, "loss_maskiou": 0.004878906031080987, "loss_sem_seg": 0.30437279772013426, "lr": 0.01, "mask_rcnn/accuracy": 0.8849224799578431, "mask_rcnn/false_negative": 0.09696819103466334, "mask_rcnn/false_positive": 0.1476448254079128, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.0, "time": 0.713348082266748, "total_loss": 1.6204020007353392} {"data_time": 0.009344150312244892, "eta_seconds": 120551.93195554148, "iteration": 104159, "loss_fcos_cls": 0.2449961886741221, "loss_fcos_ctr": 0.6194891892373562, "loss_fcos_loc": 0.19046924891881645, "loss_mask": 0.2698270883411169, "loss_maskiou": 0.005415162653662264, "loss_sem_seg": 0.26738476275932044, "lr": 0.01, "mask_rcnn/accuracy": 0.8930248373621293, "mask_rcnn/false_negative": 0.076409174205128, "mask_rcnn/false_positive": 0.13686779371787539, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 25.0, "time": 0.7403659019619226, "total_loss": 1.6108741041680332} {"data_time": 0.009954364970326424, "eta_seconds": 120401.27258019615, "iteration": 104179, "loss_fcos_cls": 0.24208875570911914, "loss_fcos_ctr": 0.6205705432221293, "loss_fcos_loc": 0.1948978815926239, "loss_mask": 0.2620295202359557, "loss_maskiou": 0.005035972375480924, "loss_sem_seg": 0.2540126715321094, "lr": 0.01, "mask_rcnn/accuracy": 0.8946534863945579, "mask_rcnn/false_negative": 0.08306358053191254, "mask_rcnn/false_positive": 0.14285862444120762, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.75, "time": 0.7031848225742579, "total_loss": 1.5764270667859819} {"data_time": 0.010674008168280125, "eta_seconds": 120386.75074368808, "iteration": 104199, "loss_fcos_cls": 0.2549113351851702, "loss_fcos_ctr": 0.622158583253622, "loss_fcos_loc": 0.20065063168294728, "loss_mask": 0.2553970944136381, "loss_maskiou": 0.005588815205555875, "loss_sem_seg": 0.2788968882523477, "lr": 0.01, "mask_rcnn/accuracy": 0.87412941367023, "mask_rcnn/false_negative": 0.10113409300919192, "mask_rcnn/false_positive": 0.14829122036216735, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 24.5, "time": 0.7290724432095885, "total_loss": 1.6198015312838834} {"data_time": 0.008804414421319962, "eta_seconds": 120388.09073788673, "iteration": 104219, "loss_fcos_cls": 0.26122044736985117, "loss_fcos_ctr": 0.6202259142883122, "loss_fcos_loc": 0.19274348177714273, "loss_mask": 0.2570257466286421, "loss_maskiou": 0.005476903621456586, "loss_sem_seg": 0.2833002938423306, "lr": 0.01, "mask_rcnn/accuracy": 0.8943400167084378, "mask_rcnn/false_negative": 0.08463443606467151, "mask_rcnn/false_positive": 0.10911571771879613, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7249769885092974, "total_loss": 1.6293918645460508} {"data_time": 0.009370723739266396, "eta_seconds": 120493.77893815469, "iteration": 104239, "loss_fcos_cls": 0.23902106541208923, "loss_fcos_ctr": 0.6194977946579456, "loss_fcos_loc": 0.18665172904729843, "loss_mask": 0.2592267505824566, "loss_maskiou": 0.005427693802630529, "loss_sem_seg": 0.245037252898328, "lr": 0.01, "mask_rcnn/accuracy": 0.8860131363276054, "mask_rcnn/false_negative": 0.08312603705327587, "mask_rcnn/false_positive": 0.15932897089825482, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.75, "time": 0.727712188847363, "total_loss": 1.5513850300922059} {"data_time": 0.010384177789092064, "eta_seconds": 120439.03064629901, "iteration": 104259, "loss_fcos_cls": 0.2537466725334525, "loss_fcos_ctr": 0.6205769353546202, "loss_fcos_loc": 0.18808663613162935, "loss_mask": 0.262922209687531, "loss_maskiou": 0.004851883786614053, "loss_sem_seg": 0.2736379951238632, "lr": 0.01, "mask_rcnn/accuracy": 0.8879797542359118, "mask_rcnn/false_negative": 0.09986702556384783, "mask_rcnn/false_positive": 0.13138072947371388, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 39.75, "time": 0.7148633878678083, "total_loss": 1.592965978025859} {"data_time": 0.009965087287127972, "eta_seconds": 120474.98716460913, "iteration": 104279, "loss_fcos_cls": 0.24528641905635595, "loss_fcos_ctr": 0.6177309020422399, "loss_fcos_loc": 0.18930654000723734, "loss_mask": 0.2620371710509062, "loss_maskiou": 0.005032963708799798, "loss_sem_seg": 0.2806258052587509, "lr": 0.01, "mask_rcnn/accuracy": 0.8997263332903255, "mask_rcnn/false_negative": 0.08175692242345604, "mask_rcnn/false_positive": 0.11927089552490468, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7342612985521555, "total_loss": 1.6206951070344076} {"data_time": 0.009731830097734928, "eta_seconds": 120460.44766905159, "iteration": 104299, "loss_fcos_cls": 0.25971107743680477, "loss_fcos_ctr": 0.6193291950039566, "loss_fcos_loc": 0.19611528771929443, "loss_mask": 0.25813873391598463, "loss_maskiou": 0.005383142375649186, "loss_sem_seg": 0.27038704603910446, "lr": 0.01, "mask_rcnn/accuracy": 0.8943839104790853, "mask_rcnn/false_negative": 0.08040846518645471, "mask_rcnn/false_positive": 0.14239908410142818, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.5, "time": 0.7164105186238885, "total_loss": 1.6245012823637808} {"data_time": 0.009785087779164314, "eta_seconds": 120445.90817349404, "iteration": 104319, "loss_fcos_cls": 0.24470619717612863, "loss_fcos_ctr": 0.6194290998391807, "loss_fcos_loc": 0.19862716575153172, "loss_mask": 0.2725896374322474, "loss_maskiou": 0.00590018009825144, "loss_sem_seg": 0.2909240941517055, "lr": 0.01, "mask_rcnn/accuracy": 0.8862538785828524, "mask_rcnn/false_negative": 0.08272751287038979, "mask_rcnn/false_positive": 0.13146949579062606, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.75, "time": 0.7291932320222259, "total_loss": 1.636480343870062} {"data_time": 0.01010715402662754, "eta_seconds": 120446.94687043782, "iteration": 104339, "loss_fcos_cls": 0.2531477720476687, "loss_fcos_ctr": 0.6191285811364651, "loss_fcos_loc": 0.19739409815520048, "loss_mask": 0.2609506635926664, "loss_maskiou": 0.0054077814929769374, "loss_sem_seg": 0.3061268446035683, "lr": 0.01, "mask_rcnn/accuracy": 0.8850423321502514, "mask_rcnn/false_negative": 0.08465001063448818, "mask_rcnn/false_positive": 0.13942003663782898, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7333683865144849, "total_loss": 1.646189776736719} {"data_time": 0.00945152249187231, "eta_seconds": 120416.82918237895, "iteration": 104359, "loss_fcos_cls": 0.25264341617003083, "loss_fcos_ctr": 0.6198071865364909, "loss_fcos_loc": 0.1984864982077852, "loss_mask": 0.26223688945174217, "loss_maskiou": 0.004851791731198318, "loss_sem_seg": 0.26832031458616257, "lr": 0.01, "mask_rcnn/accuracy": 0.8910936002772738, "mask_rcnn/false_negative": 0.09206468407222548, "mask_rcnn/false_positive": 0.14237998409690594, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.7315535945817828, "total_loss": 1.6044846486183815} {"data_time": 0.009724137373268604, "eta_seconds": 120375.83377682324, "iteration": 104379, "loss_fcos_cls": 0.2563333937432617, "loss_fcos_ctr": 0.6188919274136424, "loss_fcos_loc": 0.19873508589807898, "loss_mask": 0.2514938395470381, "loss_maskiou": 0.004863896960159764, "loss_sem_seg": 0.2656513238325715, "lr": 0.01, "mask_rcnn/accuracy": 0.9109562025786357, "mask_rcnn/false_negative": 0.09750308442084665, "mask_rcnn/false_positive": 0.10888508868654126, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 25.0, "time": 0.7167354971170425, "total_loss": 1.606078810582403} {"data_time": 0.010505860671401024, "eta_seconds": 120291.84354075603, "iteration": 104399, "loss_fcos_cls": 0.25999693665653467, "loss_fcos_ctr": 0.6205512322485447, "loss_fcos_loc": 0.19211943773552775, "loss_mask": 0.2559004407376051, "loss_maskiou": 0.005056187834270531, "loss_sem_seg": 0.329877101816237, "lr": 0.01, "mask_rcnn/accuracy": 0.8812231880566392, "mask_rcnn/false_negative": 0.08232148524555047, "mask_rcnn/false_positive": 0.14732190177702603, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.5, "time": 0.7230625208467245, "total_loss": 1.6538626473829936} {"data_time": 0.00934226531535387, "eta_seconds": 120227.01054209936, "iteration": 104419, "loss_fcos_cls": 0.2324315484147519, "loss_fcos_ctr": 0.6182460216805339, "loss_fcos_loc": 0.17826508567668498, "loss_mask": 0.2561305155977607, "loss_maskiou": 0.004944859119859757, "loss_sem_seg": 0.2957727706525475, "lr": 0.01, "mask_rcnn/accuracy": 0.8901375703082591, "mask_rcnn/false_negative": 0.09317938470560332, "mask_rcnn/false_positive": 0.11503966108937391, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 34.25, "time": 0.7124763699248433, "total_loss": 1.5895834771654336} {"data_time": 0.009587370790541172, "eta_seconds": 120234.89970660489, "iteration": 104439, "loss_fcos_cls": 0.24951448803767562, "loss_fcos_ctr": 0.6176734957844019, "loss_fcos_loc": 0.186336592072621, "loss_mask": 0.2590584298595786, "loss_maskiou": 0.005556211981456727, "loss_sem_seg": 0.31860810052603483, "lr": 0.01, "mask_rcnn/accuracy": 0.8877838208264672, "mask_rcnn/false_negative": 0.08333878862064187, "mask_rcnn/false_positive": 0.12412997202849088, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.25, "time": 0.7380089648067951, "total_loss": 1.6264193635288393} {"data_time": 0.010992364957928658, "eta_seconds": 120213.80573672801, "iteration": 104459, "loss_fcos_cls": 0.24826434697024524, "loss_fcos_ctr": 0.6175696086138487, "loss_fcos_loc": 0.18747636408079416, "loss_mask": 0.25951247848570347, "loss_maskiou": 0.005162901012226939, "loss_sem_seg": 0.2521256464533508, "lr": 0.01, "mask_rcnn/accuracy": 0.8792372628208192, "mask_rcnn/false_negative": 0.09952670035386602, "mask_rcnn/false_positive": 0.13991847260081797, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.0, "time": 0.7142482670024037, "total_loss": 1.5937483871675795} {"data_time": 0.010459667071700096, "eta_seconds": 120156.34254484065, "iteration": 104479, "loss_fcos_cls": 0.2702105208300054, "loss_fcos_ctr": 0.6199119286611676, "loss_fcos_loc": 0.19298291485756636, "loss_mask": 0.2636247053742409, "loss_maskiou": 0.005932667656452395, "loss_sem_seg": 0.24005718855187297, "lr": 0.01, "mask_rcnn/accuracy": 0.8654678389212829, "mask_rcnn/false_negative": 0.10172096174926432, "mask_rcnn/false_positive": 0.1515970560528156, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.75, "time": 0.7214507441967726, "total_loss": 1.5868652189383283} {"data_time": 0.010794378817081451, "eta_seconds": 120123.74936377723, "iteration": 104499, "loss_fcos_cls": 0.25729617080651224, "loss_fcos_ctr": 0.6183846862986684, "loss_fcos_loc": 0.19556285243015736, "loss_mask": 0.2693512444384396, "loss_maskiou": 0.005736409948440269, "loss_sem_seg": 0.26529978262260556, "lr": 0.01, "mask_rcnn/accuracy": 0.8783102729728255, "mask_rcnn/false_negative": 0.07042785658141151, "mask_rcnn/false_positive": 0.15729237759424003, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.25, "time": 0.7400616509839892, "total_loss": 1.6220336921978742} {"data_time": 0.010324465110898018, "eta_seconds": 120058.3846608419, "iteration": 104519, "loss_fcos_cls": 0.24931486032437533, "loss_fcos_ctr": 0.6186832142993808, "loss_fcos_loc": 0.19367393699940294, "loss_mask": 0.2626746743917465, "loss_maskiou": 0.005510693561518565, "loss_sem_seg": 0.26842917618341744, "lr": 0.01, "mask_rcnn/accuracy": 0.896370701058201, "mask_rcnn/false_negative": 0.09902512116295928, "mask_rcnn/false_positive": 0.10106775490107936, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.0, "time": 0.7189793661236763, "total_loss": 1.5993704391876236} {"data_time": 0.010388580150902271, "eta_seconds": 120112.78685974516, "iteration": 104539, "loss_fcos_cls": 0.273283222457394, "loss_fcos_ctr": 0.6186475483700633, "loss_fcos_loc": 0.18959655868820846, "loss_mask": 0.2663948414847255, "loss_maskiou": 0.005704335166228702, "loss_sem_seg": 0.2920810701325536, "lr": 0.01, "mask_rcnn/accuracy": 0.8965146318607085, "mask_rcnn/false_negative": 0.08537264783275722, "mask_rcnn/false_positive": 0.1251687168109236, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 24.75, "time": 0.7431104332208633, "total_loss": 1.6554431286131148} {"data_time": 0.010348190553486347, "eta_seconds": 120141.18698624521, "iteration": 104559, "loss_fcos_cls": 0.25270772888325155, "loss_fcos_ctr": 0.6191301140934229, "loss_fcos_loc": 0.19299048255197704, "loss_mask": 0.2764624794945121, "loss_maskiou": 0.005241884711722378, "loss_sem_seg": 0.30687111569568515, "lr": 0.01, "mask_rcnn/accuracy": 0.8824056218231974, "mask_rcnn/false_negative": 0.11683122531004819, "mask_rcnn/false_positive": 0.12724604315011945, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7274348046630621, "total_loss": 1.61575226867717} {"data_time": 0.010518466122448444, "eta_seconds": 120120.39436800871, "iteration": 104579, "loss_fcos_cls": 0.23770426865667105, "loss_fcos_ctr": 0.6192992255091667, "loss_fcos_loc": 0.17951837019063532, "loss_mask": 0.2634821543470025, "loss_maskiou": 0.005180198313610163, "loss_sem_seg": 0.2544175046496093, "lr": 0.01, "mask_rcnn/accuracy": 0.8814925326233517, "mask_rcnn/false_negative": 0.10053574452852701, "mask_rcnn/false_positive": 0.14493212140761214, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7092645298689604, "total_loss": 1.5557696406685864} {"data_time": 0.010039391927421093, "eta_seconds": 120105.87137584109, "iteration": 104599, "loss_fcos_cls": 0.2618402005173266, "loss_fcos_ctr": 0.6164365592412651, "loss_fcos_loc": 0.18670892278896645, "loss_mask": 0.25299754552543163, "loss_maskiou": 0.005320074669725727, "loss_sem_seg": 0.26086972863413393, "lr": 0.01, "mask_rcnn/accuracy": 0.882945148190209, "mask_rcnn/false_negative": 0.09543853210924527, "mask_rcnn/false_positive": 0.11667952383170513, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.25, "time": 0.7251181313768029, "total_loss": 1.5777355914469808} {"data_time": 0.010595900006592274, "eta_seconds": 120091.34838367347, "iteration": 104619, "loss_fcos_cls": 0.26026037498377264, "loss_fcos_ctr": 0.6206525475718081, "loss_fcos_loc": 0.1970230982406065, "loss_mask": 0.2593727186322212, "loss_maskiou": 0.005383044954214711, "loss_sem_seg": 0.29056266229599714, "lr": 0.01, "mask_rcnn/accuracy": 0.8802040816326531, "mask_rcnn/false_negative": 0.10180493796044118, "mask_rcnn/false_positive": 0.14525800810944828, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.5, "time": 0.7210072856396437, "total_loss": 1.6616761023906292} {"data_time": 0.009179859422147274, "eta_seconds": 120089.65426872205, "iteration": 104639, "loss_fcos_cls": 0.25480216555297375, "loss_fcos_ctr": 0.6197768980637193, "loss_fcos_loc": 0.1983457792084664, "loss_mask": 0.2714308574795723, "loss_maskiou": 0.005505074426764622, "loss_sem_seg": 0.260368175804615, "lr": 0.01, "mask_rcnn/accuracy": 0.8838235294117647, "mask_rcnn/false_negative": 0.10028509139927944, "mask_rcnn/false_positive": 0.11891512411436611, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7293633045628667, "total_loss": 1.5980176415541791} {"data_time": 0.01025259681046009, "eta_seconds": 120148.36260243226, "iteration": 104659, "loss_fcos_cls": 0.2423636878374964, "loss_fcos_ctr": 0.620378453284502, "loss_fcos_loc": 0.18842342891730368, "loss_mask": 0.27393127977848053, "loss_maskiou": 0.00508573714614613, "loss_sem_seg": 0.25628493109252304, "lr": 0.01, "mask_rcnn/accuracy": 0.8925892463466869, "mask_rcnn/false_negative": 0.0972959867443158, "mask_rcnn/false_positive": 0.14089986328961585, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.75, "time": 0.7334550162777305, "total_loss": 1.5748268105598981} {"data_time": 0.00905037485063076, "eta_seconds": 120054.04448566586, "iteration": 104679, "loss_fcos_cls": 0.2384898962918669, "loss_fcos_ctr": 0.6182725261896849, "loss_fcos_loc": 0.18987170537002385, "loss_mask": 0.2655588947236538, "loss_maskiou": 0.005047113707405515, "loss_sem_seg": 0.27584735746495426, "lr": 0.01, "mask_rcnn/accuracy": 0.8892311229053338, "mask_rcnn/false_negative": 0.08849939803661731, "mask_rcnn/false_positive": 0.14956580151395255, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7232327256351709, "total_loss": 1.5736134200560628} {"data_time": 0.010523120872676373, "eta_seconds": 120033.25641500298, "iteration": 104699, "loss_fcos_cls": 0.25003248371649534, "loss_fcos_ctr": 0.6182501795701683, "loss_fcos_loc": 0.18879703257698566, "loss_mask": 0.2678122026845813, "loss_maskiou": 0.00528455067978939, "loss_sem_seg": 0.26769961742684245, "lr": 0.01, "mask_rcnn/accuracy": 0.8743012422360248, "mask_rcnn/false_negative": 0.09180124666783585, "mask_rcnn/false_positive": 0.13843845322311651, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7312016701325774, "total_loss": 1.601077065235586} {"data_time": 0.010836263187229633, "eta_seconds": 120024.99698547274, "iteration": 104719, "loss_fcos_cls": 0.2571878593880683, "loss_fcos_ctr": 0.621498676482588, "loss_fcos_loc": 0.1923150799702853, "loss_mask": 0.2695608427748084, "loss_maskiou": 0.005876648945559282, "loss_sem_seg": 0.2912114071659744, "lr": 0.01, "mask_rcnn/accuracy": 0.8720731689481689, "mask_rcnn/false_negative": 0.11215839424779958, "mask_rcnn/false_positive": 0.14999147905678245, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.0, "time": 0.7211527805775404, "total_loss": 1.6252360269136261} {"data_time": 0.01076456531882286, "eta_seconds": 120004.21043066774, "iteration": 104739, "loss_fcos_cls": 0.23800499783828855, "loss_fcos_ctr": 0.618456769734621, "loss_fcos_loc": 0.18199623539112508, "loss_mask": 0.2618801314383745, "loss_maskiou": 0.0057766702375374734, "loss_sem_seg": 0.2574266779702157, "lr": 0.01, "mask_rcnn/accuracy": 0.884866807299843, "mask_rcnn/false_negative": 0.07258009351312217, "mask_rcnn/false_positive": 0.17328650630424058, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7262703189626336, "total_loss": 1.5792976187512977} {"data_time": 0.01075132004916668, "eta_seconds": 119903.13404379226, "iteration": 104759, "loss_fcos_cls": 0.2483285011840053, "loss_fcos_ctr": 0.6161645539104939, "loss_fcos_loc": 0.18013139627873898, "loss_mask": 0.2486741365864873, "loss_maskiou": 0.005567033003899269, "loss_sem_seg": 0.267859922721982, "lr": 0.01, "mask_rcnn/accuracy": 0.8850470957613814, "mask_rcnn/false_negative": 0.09743589268065447, "mask_rcnn/false_positive": 0.1133843489863928, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 25.5, "time": 0.6985650155693293, "total_loss": 1.5461349161923863} {"data_time": 0.009536024183034897, "eta_seconds": 119881.39375590347, "iteration": 104779, "loss_fcos_cls": 0.25629947893321514, "loss_fcos_ctr": 0.6201943783089519, "loss_fcos_loc": 0.19200619269395247, "loss_mask": 0.26627872232347727, "loss_maskiou": 0.005160701213753782, "loss_sem_seg": 0.298996374476701, "lr": 0.01, "mask_rcnn/accuracy": 0.8925792178343199, "mask_rcnn/false_negative": 0.09512810731763964, "mask_rcnn/false_positive": 0.12782664726533044, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7123404797166586, "total_loss": 1.6365015398914693} {"data_time": 0.01037357747554779, "eta_seconds": 119928.5630605258, "iteration": 104799, "loss_fcos_cls": 0.24373275716789067, "loss_fcos_ctr": 0.6201602080836892, "loss_fcos_loc": 0.20045985584147274, "loss_mask": 0.27108890376985073, "loss_maskiou": 0.005394618550781161, "loss_sem_seg": 0.2638878975994885, "lr": 0.01, "mask_rcnn/accuracy": 0.8798549592250693, "mask_rcnn/false_negative": 0.11438841698193151, "mask_rcnn/false_positive": 0.13084633117828087, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 36.0, "time": 0.7393241180106997, "total_loss": 1.596854291485215} {"data_time": 0.010865692980587482, "eta_seconds": 119914.04395191744, "iteration": 104819, "loss_fcos_cls": 0.2485061320476234, "loss_fcos_ctr": 0.6224996354430914, "loss_fcos_loc": 0.20798167187604122, "loss_mask": 0.2775228163227439, "loss_maskiou": 0.006194285655510612, "loss_sem_seg": 0.2715628088917583, "lr": 0.01, "mask_rcnn/accuracy": 0.8619127338435374, "mask_rcnn/false_negative": 0.10492957187666631, "mask_rcnn/false_positive": 0.14816706085714737, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7350350748747587, "total_loss": 1.622447171845124} {"data_time": 0.010039581917226315, "eta_seconds": 119937.85448489338, "iteration": 104839, "loss_fcos_cls": 0.25750241498462856, "loss_fcos_ctr": 0.6219835886731744, "loss_fcos_loc": 0.1996992090716958, "loss_mask": 0.2683606534264982, "loss_maskiou": 0.006405979685951024, "loss_sem_seg": 0.3106631566770375, "lr": 0.01, "mask_rcnn/accuracy": 0.8724692950269809, "mask_rcnn/false_negative": 0.10195544338128096, "mask_rcnn/false_positive": 0.13738856060319618, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.0, "time": 0.7406233875080943, "total_loss": 1.6560740990171325} {"data_time": 0.009837891906499863, "eta_seconds": 119929.88428705093, "iteration": 104859, "loss_fcos_cls": 0.26367517525795847, "loss_fcos_ctr": 0.6222426611930132, "loss_fcos_loc": 0.2049158930312842, "loss_mask": 0.2680271500721574, "loss_maskiou": 0.005351579093257897, "loss_sem_seg": 0.28760084975510836, "lr": 0.01, "mask_rcnn/accuracy": 0.8736375231910947, "mask_rcnn/false_negative": 0.09205312427838089, "mask_rcnn/false_positive": 0.15671216559335266, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7205639267340302, "total_loss": 1.6957069389609387} {"data_time": 0.010074087418615818, "eta_seconds": 119943.17363598756, "iteration": 104879, "loss_fcos_cls": 0.25120251323096454, "loss_fcos_ctr": 0.6182624353095889, "loss_fcos_loc": 0.1845152584137395, "loss_mask": 0.26428687013685703, "loss_maskiou": 0.006007852309267037, "loss_sem_seg": 0.29796365718357265, "lr": 0.01, "mask_rcnn/accuracy": 0.8887442732194919, "mask_rcnn/false_negative": 0.08466515062643032, "mask_rcnn/false_positive": 0.1416671672084736, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7379879681393504, "total_loss": 1.6428790871577803} {"data_time": 0.01059509627521038, "eta_seconds": 119900.83519947436, "iteration": 104899, "loss_fcos_cls": 0.25068183697294444, "loss_fcos_ctr": 0.6179061681032181, "loss_fcos_loc": 0.19146201899275184, "loss_mask": 0.2666983976960182, "loss_maskiou": 0.006261405389523134, "loss_sem_seg": 0.29457405861467123, "lr": 0.01, "mask_rcnn/accuracy": 0.8829846779535784, "mask_rcnn/false_negative": 0.08034531632189057, "mask_rcnn/false_positive": 0.14840943460081138, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7327853264287114, "total_loss": 1.615081837560865} {"data_time": 0.010211750864982605, "eta_seconds": 119886.31065568607, "iteration": 104919, "loss_fcos_cls": 0.2453192239627242, "loss_fcos_ctr": 0.6199777154251933, "loss_fcos_loc": 0.19347142591141164, "loss_mask": 0.26316279359161854, "loss_maskiou": 0.004945288186718244, "loss_sem_seg": 0.2368796580703929, "lr": 0.01, "mask_rcnn/accuracy": 0.8698326933513132, "mask_rcnn/false_negative": 0.10687514538646152, "mask_rcnn/false_positive": 0.15550112013125944, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.5, "time": 0.7209641104564071, "total_loss": 1.5758393552532652} {"data_time": 0.010517487302422523, "eta_seconds": 119976.04904114269, "iteration": 104939, "loss_fcos_cls": 0.24673095508478582, "loss_fcos_ctr": 0.6189979054033756, "loss_fcos_loc": 0.18706508935429156, "loss_mask": 0.2744265105575323, "loss_maskiou": 0.005365139470086433, "loss_sem_seg": 0.2643330725841224, "lr": 0.01, "mask_rcnn/accuracy": 0.8868852955426356, "mask_rcnn/false_negative": 0.09152172724206667, "mask_rcnn/false_positive": 0.16762187997515496, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 24.5, "time": 0.7421380095183849, "total_loss": 1.6053072052891366} {"data_time": 0.011020608246326447, "eta_seconds": 119961.51186409406, "iteration": 104959, "loss_fcos_cls": 0.2540321385022253, "loss_fcos_ctr": 0.6212885091081262, "loss_fcos_loc": 0.19360401562880725, "loss_mask": 0.2865656288340688, "loss_maskiou": 0.0060318588657537475, "loss_sem_seg": 0.29616608982905746, "lr": 0.01, "mask_rcnn/accuracy": 0.8995575824669491, "mask_rcnn/false_negative": 0.07987325701664166, "mask_rcnn/false_positive": 0.12946772034863252, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.0, "time": 0.726254359818995, "total_loss": 1.645492447874858} {"data_time": 0.010579746216535568, "eta_seconds": 119909.08573062904, "iteration": 104979, "loss_fcos_cls": 0.26919390144757926, "loss_fcos_ctr": 0.620730715803802, "loss_fcos_loc": 0.19385113648604602, "loss_mask": 0.27155648823827505, "loss_maskiou": 0.005985931493341923, "loss_sem_seg": 0.29916391521692276, "lr": 0.01, "mask_rcnn/accuracy": 0.8876742272996154, "mask_rcnn/false_negative": 0.08963060068043349, "mask_rcnn/false_positive": 0.13832686654908877, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7260893452912569, "total_loss": 1.649886281345971} {"data_time": 0.009529889561235905, "eta_seconds": 119883.05654134974, "iteration": 104999, "loss_fcos_cls": 0.24672406364697963, "loss_fcos_ctr": 0.6178310923278332, "loss_fcos_loc": 0.190493757952936, "loss_mask": 0.257377021946013, "loss_maskiou": 0.005116082989843562, "loss_sem_seg": 0.28474765829741955, "lr": 0.01, "mask_rcnn/accuracy": 0.89265182568754, "mask_rcnn/false_negative": 0.10488038087813477, "mask_rcnn/false_positive": 0.12122694537683151, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.731142969802022, "total_loss": 1.6421947010967415} {"data_time": 0.009798134677112103, "eta_seconds": 119813.64122698363, "iteration": 105019, "loss_fcos_cls": 0.24852006533183157, "loss_fcos_ctr": 0.6232871348038316, "loss_fcos_loc": 0.1999381110072136, "loss_mask": 0.2648053104057908, "loss_maskiou": 0.005180788248253521, "loss_sem_seg": 0.26720610773190856, "lr": 0.01, "mask_rcnn/accuracy": 0.890656887755102, "mask_rcnn/false_negative": 0.10289377282301401, "mask_rcnn/false_positive": 0.11791853216007853, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.0, "time": 0.725046013481915, "total_loss": 1.6006418141478207} {"data_time": 0.009380812756717205, "eta_seconds": 119793.2166092461, "iteration": 105039, "loss_fcos_cls": 0.24587333848467097, "loss_fcos_ctr": 0.6208268436603248, "loss_fcos_loc": 0.1988264594692737, "loss_mask": 0.26946817990392447, "loss_maskiou": 0.005274089562590234, "loss_sem_seg": 0.26777255022898316, "lr": 0.01, "mask_rcnn/accuracy": 0.8759362984324164, "mask_rcnn/false_negative": 0.08664630277710733, "mask_rcnn/false_positive": 0.15935807626733095, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7031491193920374, "total_loss": 1.6280631162953796} {"data_time": 0.009841450490057468, "eta_seconds": 119779.67329999618, "iteration": 105059, "loss_fcos_cls": 0.252792629878968, "loss_fcos_ctr": 0.619743118993938, "loss_fcos_loc": 0.18930234317667782, "loss_mask": 0.2795205470174551, "loss_maskiou": 0.005365914541471284, "loss_sem_seg": 0.26022309134714305, "lr": 0.01, "mask_rcnn/accuracy": 0.8846073672524566, "mask_rcnn/false_negative": 0.08379700570020121, "mask_rcnn/false_positive": 0.13504933045510525, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.5, "time": 0.7299043452367187, "total_loss": 1.6031790986453416} {"data_time": 0.010024242103099823, "eta_seconds": 119824.93177529797, "iteration": 105079, "loss_fcos_cls": 0.25084097729995847, "loss_fcos_ctr": 0.6206471705809236, "loss_fcos_loc": 0.19471523171523586, "loss_mask": 0.25918188225477934, "loss_maskiou": 0.0056504615931771696, "loss_sem_seg": 0.27652669162489474, "lr": 0.01, "mask_rcnn/accuracy": 0.8919503348214286, "mask_rcnn/false_negative": 0.08791418407176813, "mask_rcnn/false_positive": 0.1337962132898215, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.0, "time": 0.7329713264480233, "total_loss": 1.6018285807367647} {"data_time": 0.010454735718667507, "eta_seconds": 119845.78941411898, "iteration": 105099, "loss_fcos_cls": 0.24964333954267204, "loss_fcos_ctr": 0.6197404083795846, "loss_fcos_loc": 0.19683351297862828, "loss_mask": 0.27762462943792343, "loss_maskiou": 0.00544257131696213, "loss_sem_seg": 0.275012216065079, "lr": 0.01, "mask_rcnn/accuracy": 0.8699374402561548, "mask_rcnn/false_negative": 0.11031516521730819, "mask_rcnn/false_positive": 0.15994339631081708, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.0, "time": 0.7391528310254216, "total_loss": 1.6190403477467044} {"data_time": 0.009233586490154266, "eta_seconds": 119768.83868360333, "iteration": 105119, "loss_fcos_cls": 0.2449841690249741, "loss_fcos_ctr": 0.6197330178692937, "loss_fcos_loc": 0.1916958629153669, "loss_mask": 0.25691451877355576, "loss_maskiou": 0.005114345389301889, "loss_sem_seg": 0.2521432781359181, "lr": 0.01, "mask_rcnn/accuracy": 0.9115505183766871, "mask_rcnn/false_negative": 0.07973019925272938, "mask_rcnn/false_positive": 0.10697929799766957, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.7024165391921997, "total_loss": 1.5717277611402096} {"data_time": 0.01024315133690834, "eta_seconds": 119830.67727065645, "iteration": 105139, "loss_fcos_cls": 0.2625379185192287, "loss_fcos_ctr": 0.6210648752748966, "loss_fcos_loc": 0.19761438510613516, "loss_mask": 0.2631435692310333, "loss_maskiou": 0.005494657263625413, "loss_sem_seg": 0.2711489275097847, "lr": 0.01, "mask_rcnn/accuracy": 0.8751709249308643, "mask_rcnn/false_negative": 0.10803777093485097, "mask_rcnn/false_positive": 0.13762879386535962, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.25, "time": 0.7434581974521279, "total_loss": 1.643008956045378} {"data_time": 0.010415553115308285, "eta_seconds": 119820.41624371335, "iteration": 105159, "loss_fcos_cls": 0.25107221538200974, "loss_fcos_ctr": 0.6200652308762074, "loss_fcos_loc": 0.19839024730026722, "loss_mask": 0.25960387429222465, "loss_maskiou": 0.005196481259190477, "loss_sem_seg": 0.2776577966287732, "lr": 0.01, "mask_rcnn/accuracy": 0.8975789835164836, "mask_rcnn/false_negative": 0.08969756781734109, "mask_rcnn/false_positive": 0.14169360647136434, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.0, "time": 0.7326016649603844, "total_loss": 1.5855053557897918} {"data_time": 0.01014760322868824, "eta_seconds": 119861.44947441854, "iteration": 105179, "loss_fcos_cls": 0.25345260510221124, "loss_fcos_ctr": 0.6217827601358294, "loss_fcos_loc": 0.20119982678443193, "loss_mask": 0.26557095628231764, "loss_maskiou": 0.005113406397867948, "loss_sem_seg": 0.29328215308487415, "lr": 0.01, "mask_rcnn/accuracy": 0.8813743379685057, "mask_rcnn/false_negative": 0.10823866546141184, "mask_rcnn/false_positive": 0.1448373641063396, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.25, "time": 0.7309032063931227, "total_loss": 1.6459964869354735} {"data_time": 0.009557070210576057, "eta_seconds": 119846.90503536351, "iteration": 105199, "loss_fcos_cls": 0.24126101471483707, "loss_fcos_ctr": 0.6167571935802698, "loss_fcos_loc": 0.184847392141819, "loss_mask": 0.25681314058601856, "loss_maskiou": 0.005947674289927818, "loss_sem_seg": 0.2830725535750389, "lr": 0.01, "mask_rcnn/accuracy": 0.8769222649013839, "mask_rcnn/false_negative": 0.07860314478968806, "mask_rcnn/false_positive": 0.1402311395905365, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7438040031120181, "total_loss": 1.6053001539767138} {"data_time": 0.0104818195104599, "eta_seconds": 119823.48054006882, "iteration": 105219, "loss_fcos_cls": 0.26064690575003624, "loss_fcos_ctr": 0.6222010534256697, "loss_fcos_loc": 0.19847627182025462, "loss_mask": 0.2590235727839172, "loss_maskiou": 0.0052916139757144265, "loss_sem_seg": 0.30310683930292726, "lr": 0.01, "mask_rcnn/accuracy": 0.8864772253985083, "mask_rcnn/false_negative": 0.1099419018181049, "mask_rcnn/false_positive": 0.12284899737790922, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 41.0, "time": 0.7200196627527475, "total_loss": 1.6593253155369894} {"data_time": 0.01068724412471056, "eta_seconds": 119835.61723235529, "iteration": 105239, "loss_fcos_cls": 0.2586576296016574, "loss_fcos_ctr": 0.6192992739379406, "loss_fcos_loc": 0.19103639968670905, "loss_mask": 0.26151552237570286, "loss_maskiou": 0.005645458979415707, "loss_sem_seg": 0.2978950859978795, "lr": 0.01, "mask_rcnn/accuracy": 0.9147254655067155, "mask_rcnn/false_negative": 0.08114252857481921, "mask_rcnn/false_positive": 0.12007697405333233, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.75, "time": 0.7428943645209074, "total_loss": 1.6405346692190506} {"data_time": 0.009687431156635284, "eta_seconds": 119838.9299969729, "iteration": 105259, "loss_fcos_cls": 0.25356041570194066, "loss_fcos_ctr": 0.6207509506493807, "loss_fcos_loc": 0.18603169557172805, "loss_mask": 0.2671286705881357, "loss_maskiou": 0.005744734953623265, "loss_sem_seg": 0.302106864284724, "lr": 0.01, "mask_rcnn/accuracy": 0.8789596718580373, "mask_rcnn/false_negative": 0.09854080244635899, "mask_rcnn/false_positive": 0.15161165482068922, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 44.5, "time": 0.7203940851613879, "total_loss": 1.6678048981448228} {"data_time": 0.010418623685836792, "eta_seconds": 119785.62689566612, "iteration": 105279, "loss_fcos_cls": 0.24343160819262266, "loss_fcos_ctr": 0.6198861990123987, "loss_fcos_loc": 0.18876344827003777, "loss_mask": 0.2568910950794816, "loss_maskiou": 0.005411767720943317, "loss_sem_seg": 0.3010374349541962, "lr": 0.01, "mask_rcnn/accuracy": 0.8859812386286416, "mask_rcnn/false_negative": 0.09697841788833894, "mask_rcnn/false_positive": 0.12001070194933493, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7146912291646004, "total_loss": 1.6179279280768242} {"data_time": 0.009617380797863007, "eta_seconds": 119809.83246084116, "iteration": 105299, "loss_fcos_cls": 0.26129019004292786, "loss_fcos_ctr": 0.6202041003853083, "loss_fcos_loc": 0.19786377693526447, "loss_mask": 0.2538723396137357, "loss_maskiou": 0.005618660165055189, "loss_sem_seg": 0.274003520142287, "lr": 0.01, "mask_rcnn/accuracy": 0.9001133786848072, "mask_rcnn/false_negative": 0.07216533115239668, "mask_rcnn/false_positive": 0.1442568892703121, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.25, "time": 0.7355196103453636, "total_loss": 1.6177025809738552} {"data_time": 0.01037586946040392, "eta_seconds": 119734.23554028943, "iteration": 105319, "loss_fcos_cls": 0.2521370723261498, "loss_fcos_ctr": 0.6214296030811965, "loss_fcos_loc": 0.1937475398881361, "loss_mask": 0.25256365770474076, "loss_maskiou": 0.005658754515025066, "loss_sem_seg": 0.2836970677599311, "lr": 0.01, "mask_rcnn/accuracy": 0.8810597258705462, "mask_rcnn/false_negative": 0.09342642974911931, "mask_rcnn/false_positive": 0.12965771637774604, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.75, "time": 0.7227919530123472, "total_loss": 1.6092446702241432} {"data_time": 0.010603625327348709, "eta_seconds": 119620.45793917403, "iteration": 105339, "loss_fcos_cls": 0.25092884339392185, "loss_fcos_ctr": 0.6235613767057657, "loss_fcos_loc": 0.19993494916707277, "loss_mask": 0.26299702748656273, "loss_maskiou": 0.004953776398906484, "loss_sem_seg": 0.27075473917648196, "lr": 0.01, "mask_rcnn/accuracy": 0.89299852671905, "mask_rcnn/false_negative": 0.09020991126147193, "mask_rcnn/false_positive": 0.12061654962842688, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7193330880254507, "total_loss": 1.621584346081363} {"data_time": 0.009823663160204887, "eta_seconds": 119656.82812675461, "iteration": 105359, "loss_fcos_cls": 0.2593367868103087, "loss_fcos_ctr": 0.620084903202951, "loss_fcos_loc": 0.19595838338136673, "loss_mask": 0.27755642123520374, "loss_maskiou": 0.0058067547070095316, "loss_sem_seg": 0.28000065544620156, "lr": 0.01, "mask_rcnn/accuracy": 0.8678131171823569, "mask_rcnn/false_negative": 0.1146609335917621, "mask_rcnn/false_positive": 0.15451437132996163, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.75, "time": 0.7437640465795994, "total_loss": 1.6667522660427494} {"data_time": 0.01102894451469183, "eta_seconds": 119591.39933806285, "iteration": 105379, "loss_fcos_cls": 0.263046070933342, "loss_fcos_ctr": 0.6196446167305112, "loss_fcos_loc": 0.19263530406169593, "loss_mask": 0.2626243131235242, "loss_maskiou": 0.006053290904674213, "loss_sem_seg": 0.2745450399816036, "lr": 0.01, "mask_rcnn/accuracy": 0.8704295242193263, "mask_rcnn/false_negative": 0.1036190274976917, "mask_rcnn/false_positive": 0.1534136793268679, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.0, "time": 0.7164294747635722, "total_loss": 1.6258795170870144} {"data_time": 0.01015796884894371, "eta_seconds": 119576.87003750727, "iteration": 105399, "loss_fcos_cls": 0.2583502968773246, "loss_fcos_ctr": 0.6192154968157411, "loss_fcos_loc": 0.19595757802017033, "loss_mask": 0.28034190833568573, "loss_maskiou": 0.006244071977562271, "loss_sem_seg": 0.2581095383502543, "lr": 0.01, "mask_rcnn/accuracy": 0.8838567876026531, "mask_rcnn/false_negative": 0.12647538845723372, "mask_rcnn/false_positive": 0.12021929371174778, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.5, "time": 0.7240089001134038, "total_loss": 1.6314169507677434} {"data_time": 0.010039187036454678, "eta_seconds": 119722.53985244595, "iteration": 105419, "loss_fcos_cls": 0.2636831265408546, "loss_fcos_ctr": 0.6215011784806848, "loss_fcos_loc": 0.19868972664698958, "loss_mask": 0.2685930309817195, "loss_maskiou": 0.0057911064504878595, "loss_sem_seg": 0.2968658597674221, "lr": 0.01, "mask_rcnn/accuracy": 0.884834650323544, "mask_rcnn/false_negative": 0.0973906937983152, "mask_rcnn/false_positive": 0.1444052324442967, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.25, "time": 0.7332129897549748, "total_loss": 1.6767100872893934} {"data_time": 0.010255368426442146, "eta_seconds": 119671.05434912257, "iteration": 105439, "loss_fcos_cls": 0.24351965449750423, "loss_fcos_ctr": 0.619953646324575, "loss_fcos_loc": 0.19276163668837398, "loss_mask": 0.27194883208721876, "loss_maskiou": 0.006445382896345109, "loss_sem_seg": 0.26436152029782534, "lr": 0.01, "mask_rcnn/accuracy": 0.8815193490462571, "mask_rcnn/false_negative": 0.09306484965913062, "mask_rcnn/false_positive": 0.13330771814341524, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.75, "time": 0.722585866227746, "total_loss": 1.6088158171914984} {"data_time": 0.009652513079345226, "eta_seconds": 119632.44606259838, "iteration": 105459, "loss_fcos_cls": 0.24638840067200363, "loss_fcos_ctr": 0.6198677737265825, "loss_fcos_loc": 0.19190023990813643, "loss_mask": 0.2515710312873125, "loss_maskiou": 0.005293803806125652, "loss_sem_seg": 0.2806330728344619, "lr": 0.01, "mask_rcnn/accuracy": 0.8950711676716141, "mask_rcnn/false_negative": 0.08933920064723883, "mask_rcnn/false_positive": 0.1390166706562406, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.5, "time": 0.7112930621951818, "total_loss": 1.5850026511943724} {"data_time": 0.010668945498764515, "eta_seconds": 119641.96579123847, "iteration": 105479, "loss_fcos_cls": 0.2512126916553825, "loss_fcos_ctr": 0.6209993325173855, "loss_fcos_loc": 0.19553828705102205, "loss_mask": 0.27368574123829603, "loss_maskiou": 0.005739071246352978, "loss_sem_seg": 0.2526806346140802, "lr": 0.01, "mask_rcnn/accuracy": 0.8841060113561554, "mask_rcnn/false_negative": 0.10539535215241931, "mask_rcnn/false_positive": 0.1284226564295288, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7278305198997259, "total_loss": 1.6453358362996369} {"data_time": 0.010003311559557915, "eta_seconds": 119556.34520211816, "iteration": 105499, "loss_fcos_cls": 0.24297611135989428, "loss_fcos_ctr": 0.6215284746140242, "loss_fcos_loc": 0.1928211513441056, "loss_mask": 0.2707356777973473, "loss_maskiou": 0.005878459560335614, "loss_sem_seg": 0.28276198729872704, "lr": 0.01, "mask_rcnn/accuracy": 0.8713884519973403, "mask_rcnn/false_negative": 0.09784047081291, "mask_rcnn/false_positive": 0.14204451824533398, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.75, "time": 0.7243140619248152, "total_loss": 1.6114227236394072} {"data_time": 0.011039054952561855, "eta_seconds": 119436.17389211431, "iteration": 105519, "loss_fcos_cls": 0.25345819909125566, "loss_fcos_ctr": 0.6178496144711971, "loss_fcos_loc": 0.18318819801788777, "loss_mask": 0.26229661609977484, "loss_maskiou": 0.005383830181017402, "loss_sem_seg": 0.278337094001472, "lr": 0.01, "mask_rcnn/accuracy": 0.8944296468587435, "mask_rcnn/false_negative": 0.08647868022169215, "mask_rcnn/false_positive": 0.11699405574173266, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.5, "time": 0.6970236487686634, "total_loss": 1.5950225813267025} {"data_time": 0.009994289837777615, "eta_seconds": 119411.14236348309, "iteration": 105539, "loss_fcos_cls": 0.26855296071153134, "loss_fcos_ctr": 0.6211445080116391, "loss_fcos_loc": 0.19728782249148935, "loss_mask": 0.2702884916216135, "loss_maskiou": 0.005450899843708612, "loss_sem_seg": 0.2949495455250144, "lr": 0.01, "mask_rcnn/accuracy": 0.8913837631734616, "mask_rcnn/false_negative": 0.0748627379383979, "mask_rcnn/false_positive": 0.15045771555188003, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7251505572348833, "total_loss": 1.6389002957148477} {"data_time": 0.009960327297449112, "eta_seconds": 119364.95574139804, "iteration": 105559, "loss_fcos_cls": 0.2591193444095552, "loss_fcos_ctr": 0.6153733381070197, "loss_fcos_loc": 0.18591001792810857, "loss_mask": 0.2497678054496646, "loss_maskiou": 0.005674519852618687, "loss_sem_seg": 0.26703705731779337, "lr": 0.01, "mask_rcnn/accuracy": 0.8901700948306825, "mask_rcnn/false_negative": 0.07860242594926051, "mask_rcnn/false_positive": 0.11579867807891034, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7342895995825529, "total_loss": 1.5995548303617397} {"data_time": 0.009862971492111683, "eta_seconds": 119446.10633250698, "iteration": 105579, "loss_fcos_cls": 0.25796511000953615, "loss_fcos_ctr": 0.6174541339278221, "loss_fcos_loc": 0.18472405476495624, "loss_mask": 0.2559779928997159, "loss_maskiou": 0.005253813389572315, "loss_sem_seg": 0.2760460120625794, "lr": 0.01, "mask_rcnn/accuracy": 0.8874722880223518, "mask_rcnn/false_negative": 0.09145009036640042, "mask_rcnn/false_positive": 0.1477333455168765, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.0, "time": 0.7346135666593909, "total_loss": 1.6223573632523767} {"data_time": 0.01058837492018938, "eta_seconds": 119387.52687441371, "iteration": 105599, "loss_fcos_cls": 0.264645921473857, "loss_fcos_ctr": 0.6177652622573078, "loss_fcos_loc": 0.19895692612044513, "loss_mask": 0.26180252246558666, "loss_maskiou": 0.005653400221490301, "loss_sem_seg": 0.2892371090129018, "lr": 0.01, "mask_rcnn/accuracy": 0.8897668485999051, "mask_rcnn/false_negative": 0.093719206210647, "mask_rcnn/false_positive": 0.11599486975762283, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7144007589668036, "total_loss": 1.6292980740690837} {"data_time": 0.009932998567819595, "eta_seconds": 119478.96216296684, "iteration": 105619, "loss_fcos_cls": 0.2514824536629021, "loss_fcos_ctr": 0.6225546281784773, "loss_fcos_loc": 0.19599503127392381, "loss_mask": 0.26928468979895115, "loss_maskiou": 0.006614555524720345, "loss_sem_seg": 0.2824347564019263, "lr": 0.01, "mask_rcnn/accuracy": 0.8724088692080606, "mask_rcnn/false_negative": 0.08312401550072962, "mask_rcnn/false_positive": 0.1269681924165734, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.7447083173319697, "total_loss": 1.6136420555922086} {"data_time": 0.010074930265545845, "eta_seconds": 119402.51843084022, "iteration": 105639, "loss_fcos_cls": 0.25667989964131266, "loss_fcos_ctr": 0.6183818122372031, "loss_fcos_loc": 0.1910942544345744, "loss_mask": 0.2749449126422405, "loss_maskiou": 0.005734740087063983, "loss_sem_seg": 0.2851853431202471, "lr": 0.01, "mask_rcnn/accuracy": 0.8729737148023766, "mask_rcnn/false_negative": 0.10417151404848618, "mask_rcnn/false_positive": 0.15206313033035673, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.75, "time": 0.7226554686203599, "total_loss": 1.6693326563217852} {"data_time": 0.010249704122543335, "eta_seconds": 119343.955049349, "iteration": 105659, "loss_fcos_cls": 0.2673302806215361, "loss_fcos_ctr": 0.6188247217796743, "loss_fcos_loc": 0.19281812268309295, "loss_mask": 0.27731079049408436, "loss_maskiou": 0.005715516010241117, "loss_sem_seg": 0.2911078091710806, "lr": 0.01, "mask_rcnn/accuracy": 0.8921374574162475, "mask_rcnn/false_negative": 0.08373970465578279, "mask_rcnn/false_positive": 0.12829502388303288, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.0, "time": 0.7303125858306885, "total_loss": 1.637861538954894} {"data_time": 0.009824763052165508, "eta_seconds": 119309.49175980873, "iteration": 105679, "loss_fcos_cls": 0.26532485568895936, "loss_fcos_ctr": 0.6196994436904788, "loss_fcos_loc": 0.19919980212580413, "loss_mask": 0.2669891151599586, "loss_maskiou": 0.005381711220252328, "loss_sem_seg": 0.2884145574644208, "lr": 0.01, "mask_rcnn/accuracy": 0.8798563869992442, "mask_rcnn/false_negative": 0.07629772944239899, "mask_rcnn/false_positive": 0.16473221160578919, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.0, "time": 0.7196385804563761, "total_loss": 1.6183853075199295} {"data_time": 0.01031302660703659, "eta_seconds": 119314.90716597252, "iteration": 105699, "loss_fcos_cls": 0.2581339944736101, "loss_fcos_ctr": 0.6229066038504243, "loss_fcos_loc": 0.198019957751967, "loss_mask": 0.27806081157177687, "loss_maskiou": 0.005608652514638379, "loss_sem_seg": 0.27824083622545004, "lr": 0.01, "mask_rcnn/accuracy": 0.8774177090190916, "mask_rcnn/false_negative": 0.09884675491093371, "mask_rcnn/false_positive": 0.14070996257824037, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.25, "time": 0.7342082662507892, "total_loss": 1.652457902469905} {"data_time": 0.009787709452211857, "eta_seconds": 119292.27246229537, "iteration": 105719, "loss_fcos_cls": 0.2434650929644704, "loss_fcos_ctr": 0.6183999506756663, "loss_fcos_loc": 0.19238995318301022, "loss_mask": 0.265565630979836, "loss_maskiou": 0.005427933250757633, "loss_sem_seg": 0.248987733037211, "lr": 0.01, "mask_rcnn/accuracy": 0.8703090095036159, "mask_rcnn/false_negative": 0.11238701775813438, "mask_rcnn/false_positive": 0.12239202914697137, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.0, "time": 0.7169603416696191, "total_loss": 1.5562466120463796} {"data_time": 0.010920933447778225, "eta_seconds": 119272.73803695198, "iteration": 105739, "loss_fcos_cls": 0.2639249563217163, "loss_fcos_ctr": 0.6188607448711991, "loss_fcos_loc": 0.19648549612611532, "loss_mask": 0.2596577093936503, "loss_maskiou": 0.005239631427684799, "loss_sem_seg": 0.3066979527939111, "lr": 0.01, "mask_rcnn/accuracy": 0.8781659985422741, "mask_rcnn/false_negative": 0.09744688760222588, "mask_rcnn/false_positive": 0.1441533032965745, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7206124300137162, "total_loss": 1.6385997947327269} {"data_time": 0.011843845248222351, "eta_seconds": 119263.22655376978, "iteration": 105759, "loss_fcos_cls": 0.2538389061810449, "loss_fcos_ctr": 0.6207208298146725, "loss_fcos_loc": 0.19066247285809368, "loss_mask": 0.2620636969804764, "loss_maskiou": 0.005156277016794775, "loss_sem_seg": 0.28487514168955386, "lr": 0.01, "mask_rcnn/accuracy": 0.8869508958097128, "mask_rcnn/false_negative": 0.09621044679276766, "mask_rcnn/false_positive": 0.1270322206057729, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.5, "time": 0.720474517904222, "total_loss": 1.6522616982292675} {"data_time": 0.010168035514652729, "eta_seconds": 119376.05854739156, "iteration": 105779, "loss_fcos_cls": 0.2679124856367707, "loss_fcos_ctr": 0.6188769927248359, "loss_fcos_loc": 0.19826180452946573, "loss_mask": 0.2786309951916337, "loss_maskiou": 0.0056673513317946345, "loss_sem_seg": 0.2613770351745188, "lr": 0.01, "mask_rcnn/accuracy": 0.8679328114224414, "mask_rcnn/false_negative": 0.10814891093680436, "mask_rcnn/false_positive": 0.14410094894423697, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.7335043745115399, "total_loss": 1.6312213330238592} {"data_time": 0.010456587187945843, "eta_seconds": 119234.1806452442, "iteration": 105799, "loss_fcos_cls": 0.25848131044767797, "loss_fcos_ctr": 0.6190615082159638, "loss_fcos_loc": 0.1944393083686009, "loss_mask": 0.2680538585409522, "loss_maskiou": 0.005985840452922275, "loss_sem_seg": 0.27522517880424857, "lr": 0.01, "mask_rcnn/accuracy": 0.8821516201900608, "mask_rcnn/false_negative": 0.10169531898505654, "mask_rcnn/false_positive": 0.1475855778586335, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7238294947892427, "total_loss": 1.636722437087883} {"data_time": 0.009938443079590797, "eta_seconds": 119205.06576891895, "iteration": 105819, "loss_fcos_cls": 0.2478847224265337, "loss_fcos_ctr": 0.62086003087461, "loss_fcos_loc": 0.19235807179939002, "loss_mask": 0.27033596811816096, "loss_maskiou": 0.00614221952855587, "loss_sem_seg": 0.252790157799609, "lr": 0.01, "mask_rcnn/accuracy": 0.8710128495842782, "mask_rcnn/false_negative": 0.10112794827308208, "mask_rcnn/false_positive": 0.14492988581280838, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 37.5, "time": 0.7266073292121291, "total_loss": 1.6054709696691134} {"data_time": 0.009204445406794548, "eta_seconds": 119177.02664312068, "iteration": 105839, "loss_fcos_cls": 0.2450739338528365, "loss_fcos_ctr": 0.6207719924859703, "loss_fcos_loc": 0.19557406101375818, "loss_mask": 0.2742713186889887, "loss_maskiou": 0.005913834960665554, "loss_sem_seg": 0.26854376681149006, "lr": 0.01, "mask_rcnn/accuracy": 0.8820809843701225, "mask_rcnn/false_negative": 0.08829146831245334, "mask_rcnn/false_positive": 0.1458334748232583, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 26.5, "time": 0.7297336226329207, "total_loss": 1.6452849877132394} {"data_time": 0.010965028777718544, "eta_seconds": 119198.7156324666, "iteration": 105859, "loss_fcos_cls": 0.25228183495346457, "loss_fcos_ctr": 0.6198581028729677, "loss_fcos_loc": 0.19857401307672262, "loss_mask": 0.2657810323871672, "loss_maskiou": 0.00532662431942299, "loss_sem_seg": 0.28425906342454255, "lr": 0.01, "mask_rcnn/accuracy": 0.8820963766862677, "mask_rcnn/false_negative": 0.09249147365927365, "mask_rcnn/false_positive": 0.14047410130324117, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7437654007226229, "total_loss": 1.6304663325790898} {"data_time": 0.010729710571467876, "eta_seconds": 119176.08882819302, "iteration": 105879, "loss_fcos_cls": 0.24447451252490282, "loss_fcos_ctr": 0.6201244005933404, "loss_fcos_loc": 0.20202388218604028, "loss_mask": 0.26407681591808796, "loss_maskiou": 0.005323438817868009, "loss_sem_seg": 0.260578955989331, "lr": 0.01, "mask_rcnn/accuracy": 0.8793501196775007, "mask_rcnn/false_negative": 0.1067198882926288, "mask_rcnn/false_positive": 0.14610487309147352, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7236445127055049, "total_loss": 1.599653808207222} {"data_time": 0.009848170913755894, "eta_seconds": 119169.66774909012, "iteration": 105899, "loss_fcos_cls": 0.25554096116684377, "loss_fcos_ctr": 0.6190620241686702, "loss_fcos_loc": 0.1886976568493992, "loss_mask": 0.24444094859063625, "loss_maskiou": 0.004814920830540359, "loss_sem_seg": 0.2684957287274301, "lr": 0.01, "mask_rcnn/accuracy": 0.8676755613111119, "mask_rcnn/false_negative": 0.10782751546142447, "mask_rcnn/false_positive": 0.14995737812456067, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7432414637878537, "total_loss": 1.592429277363408} {"data_time": 0.010279612615704536, "eta_seconds": 119166.27007383108, "iteration": 105919, "loss_fcos_cls": 0.2531066497322172, "loss_fcos_ctr": 0.6191219482570887, "loss_fcos_loc": 0.18848845432512462, "loss_mask": 0.24796730559319258, "loss_maskiou": 0.005117391301610041, "loss_sem_seg": 0.29726805491372943, "lr": 0.01, "mask_rcnn/accuracy": 0.882921918767507, "mask_rcnn/false_negative": 0.09089194526202768, "mask_rcnn/false_positive": 0.13109117564893122, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.5, "time": 0.7248392179608345, "total_loss": 1.6512032286191243} {"data_time": 0.009040739387273788, "eta_seconds": 119081.58083342481, "iteration": 105939, "loss_fcos_cls": 0.2469823006540537, "loss_fcos_ctr": 0.6173544162884355, "loss_fcos_loc": 0.19234015455003828, "loss_mask": 0.2568447459489107, "loss_maskiou": 0.005136502331879456, "loss_sem_seg": 0.2960429494269192, "lr": 0.01, "mask_rcnn/accuracy": 0.8935209218822664, "mask_rcnn/false_negative": 0.0883135888017504, "mask_rcnn/false_positive": 0.13571805047718427, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 37.0, "time": 0.7239844389259815, "total_loss": 1.6004562648013234} {"data_time": 0.009830549359321594, "eta_seconds": 119067.06408894155, "iteration": 105959, "loss_fcos_cls": 0.25068779080174863, "loss_fcos_ctr": 0.6177044669166207, "loss_fcos_loc": 0.19153744401410222, "loss_mask": 0.26995377987623215, "loss_maskiou": 0.005845023653819226, "loss_sem_seg": 0.2581561887636781, "lr": 0.01, "mask_rcnn/accuracy": 0.892372540414015, "mask_rcnn/false_negative": 0.09694315061344286, "mask_rcnn/false_positive": 0.11916383889394537, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.0, "time": 0.7303569009527564, "total_loss": 1.5921985919048893} {"data_time": 0.008976789191365242, "eta_seconds": 119020.71839742456, "iteration": 105979, "loss_fcos_cls": 0.2574512748979032, "loss_fcos_ctr": 0.6239065229892731, "loss_fcos_loc": 0.20138443843461573, "loss_mask": 0.2620469070971012, "loss_maskiou": 0.005410248748376034, "loss_sem_seg": 0.2863141084089875, "lr": 0.01, "mask_rcnn/accuracy": 0.8833505236053145, "mask_rcnn/false_negative": 0.07958226181418833, "mask_rcnn/false_positive": 0.1572848101603941, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.5, "time": 0.7193712079897523, "total_loss": 1.6442761300786515} {"data_time": 0.01009844895452261, "eta_seconds": 119031.33625346795, "iteration": 105999, "loss_fcos_cls": 0.2611513978918083, "loss_fcos_ctr": 0.6215293817222118, "loss_fcos_loc": 0.197918537131045, "loss_mask": 0.2658097902312875, "loss_maskiou": 0.005486905767611461, "loss_sem_seg": 0.27895195921882987, "lr": 0.01, "mask_rcnn/accuracy": 0.8719682103610675, "mask_rcnn/false_negative": 0.09254861381526863, "mask_rcnn/false_positive": 0.16599791638331268, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.5, "time": 0.7326504457741976, "total_loss": 1.6440582079667365} {"data_time": 0.011163664050400257, "eta_seconds": 119032.11133597512, "iteration": 106019, "loss_fcos_cls": 0.2443215730600059, "loss_fcos_ctr": 0.6184391472488642, "loss_fcos_loc": 0.19250229594763368, "loss_mask": 0.26150950929149985, "loss_maskiou": 0.005603593388514128, "loss_sem_seg": 0.28272709902375937, "lr": 0.01, "mask_rcnn/accuracy": 0.8761565204141977, "mask_rcnn/false_negative": 0.10785407413507589, "mask_rcnn/false_positive": 0.13184093064249672, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7336345231160522, "total_loss": 1.6187328668238479} {"data_time": 0.009692474268376827, "eta_seconds": 119054.90287576895, "iteration": 106039, "loss_fcos_cls": 0.25034320959821343, "loss_fcos_ctr": 0.6210364094004035, "loss_fcos_loc": 0.19755180540960282, "loss_mask": 0.2701079314574599, "loss_maskiou": 0.0054529518383787945, "loss_sem_seg": 0.29041737830266356, "lr": 0.01, "mask_rcnn/accuracy": 0.8804184112219826, "mask_rcnn/false_negative": 0.10135046498229217, "mask_rcnn/false_positive": 0.13716564281083166, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 36.5, "time": 0.7115266006439924, "total_loss": 1.6592747888935264} {"data_time": 0.009274150244891644, "eta_seconds": 119194.99024824891, "iteration": 106059, "loss_fcos_cls": 0.26732520922087133, "loss_fcos_ctr": 0.6180141335353255, "loss_fcos_loc": 0.19463314057793468, "loss_mask": 0.2685564113780856, "loss_maskiou": 0.005211351082834881, "loss_sem_seg": 0.28641602396965027, "lr": 0.01, "mask_rcnn/accuracy": 0.8787378979805088, "mask_rcnn/false_negative": 0.10147788403915525, "mask_rcnn/false_positive": 0.15072711639972225, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.0, "time": 0.7412529615685344, "total_loss": 1.6363940610608552} {"data_time": 0.010338420048356056, "eta_seconds": 119101.0540363295, "iteration": 106079, "loss_fcos_cls": 0.257657682755962, "loss_fcos_ctr": 0.6195328757166862, "loss_fcos_loc": 0.19611047417856753, "loss_mask": 0.2705841241404414, "loss_maskiou": 0.0053697566472692415, "loss_sem_seg": 0.27935222210362554, "lr": 0.01, "mask_rcnn/accuracy": 0.8807259746003665, "mask_rcnn/false_negative": 0.07897719529517354, "mask_rcnn/false_positive": 0.16020119767010998, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7286544078961015, "total_loss": 1.6219446350369253} {"data_time": 0.009610088542103767, "eta_seconds": 119011.33584353235, "iteration": 106099, "loss_fcos_cls": 0.2612872957251966, "loss_fcos_ctr": 0.6225271504372358, "loss_fcos_loc": 0.19963607948739082, "loss_mask": 0.27163814287632704, "loss_maskiou": 0.00624133962628548, "loss_sem_seg": 0.29184502409771085, "lr": 0.01, "mask_rcnn/accuracy": 0.8787288100724161, "mask_rcnn/false_negative": 0.09936131888101146, "mask_rcnn/false_positive": 0.13497553677121824, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.7213551392778754, "total_loss": 1.6605574559835077} {"data_time": 0.009135037660598755, "eta_seconds": 119061.75436804164, "iteration": 106119, "loss_fcos_cls": 0.26147608473547734, "loss_fcos_ctr": 0.6225709784775972, "loss_fcos_loc": 0.2054241712903604, "loss_mask": 0.2685587238520384, "loss_maskiou": 0.00589615230273921, "loss_sem_seg": 0.27584594022482634, "lr": 0.01, "mask_rcnn/accuracy": 0.8826045769184867, "mask_rcnn/false_negative": 0.1006748251074507, "mask_rcnn/false_positive": 0.14069697513208337, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.7284438032656908, "total_loss": 1.6414395395768224} {"data_time": 0.009304530918598175, "eta_seconds": 118998.40177109465, "iteration": 106139, "loss_fcos_cls": 0.24808972235769033, "loss_fcos_ctr": 0.6213592449203134, "loss_fcos_loc": 0.2027654042467475, "loss_mask": 0.26498061791062355, "loss_maskiou": 0.005420599292847328, "loss_sem_seg": 0.28199329203926027, "lr": 0.01, "mask_rcnn/accuracy": 0.8936004224102378, "mask_rcnn/false_negative": 0.08836989384133825, "mask_rcnn/false_positive": 0.11864936025277201, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.5, "time": 0.7323140716180205, "total_loss": 1.6239942410466028} {"data_time": 0.010985548608005047, "eta_seconds": 118890.10262681264, "iteration": 106159, "loss_fcos_cls": 0.26941718673333526, "loss_fcos_ctr": 0.6193570652976632, "loss_fcos_loc": 0.19735063397092745, "loss_mask": 0.2706862078048289, "loss_maskiou": 0.005654099011735525, "loss_sem_seg": 0.27633121563121676, "lr": 0.01, "mask_rcnn/accuracy": 0.8810024733521196, "mask_rcnn/false_negative": 0.1057644733804182, "mask_rcnn/false_positive": 0.140042847422728, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.0, "time": 0.7126958929002285, "total_loss": 1.6394791653583525} {"data_time": 0.009961430914700031, "eta_seconds": 118875.58976341132, "iteration": 106179, "loss_fcos_cls": 0.2606600921135396, "loss_fcos_ctr": 0.6184562351554632, "loss_fcos_loc": 0.18831549654714763, "loss_mask": 0.2773742484860122, "loss_maskiou": 0.005501991849087062, "loss_sem_seg": 0.26203186996281147, "lr": 0.01, "mask_rcnn/accuracy": 0.8911780423543447, "mask_rcnn/false_negative": 0.07934858152589873, "mask_rcnn/false_positive": 0.13883420904435234, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.75, "time": 0.728616263717413, "total_loss": 1.6197137796407333} {"data_time": 0.011251221410930157, "eta_seconds": 118861.07690001, "iteration": 106199, "loss_fcos_cls": 0.2514264739584178, "loss_fcos_ctr": 0.61960010509938, "loss_fcos_loc": 0.18260887754149735, "loss_mask": 0.26082493644207716, "loss_maskiou": 0.0057718307070899755, "loss_sem_seg": 0.29250139789655805, "lr": 0.01, "mask_rcnn/accuracy": 0.8818341915795244, "mask_rcnn/false_negative": 0.10074559741902075, "mask_rcnn/false_positive": 0.1487591046581972, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 40.25, "time": 0.729260541498661, "total_loss": 1.6429138814128237} {"data_time": 0.009959469549357891, "eta_seconds": 118846.56403660867, "iteration": 106219, "loss_fcos_cls": 0.2610257971100509, "loss_fcos_ctr": 0.6231797523796558, "loss_fcos_loc": 0.20805066102184355, "loss_mask": 0.26340840198099613, "loss_maskiou": 0.005074449290987104, "loss_sem_seg": 0.28304581507109106, "lr": 0.01, "mask_rcnn/accuracy": 0.8779202679206011, "mask_rcnn/false_negative": 0.0952206582170613, "mask_rcnn/false_positive": 0.15854802525331968, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7232084674760699, "total_loss": 1.656294212472858} {"data_time": 0.009585477411746979, "eta_seconds": 118709.89879706595, "iteration": 106239, "loss_fcos_cls": 0.2540423364844173, "loss_fcos_ctr": 0.6181953931227326, "loss_fcos_loc": 0.1896281570661813, "loss_mask": 0.26476370450109243, "loss_maskiou": 0.006031502896803431, "loss_sem_seg": 0.3278654613532126, "lr": 0.01, "mask_rcnn/accuracy": 0.8875996797952478, "mask_rcnn/false_negative": 0.08387325336145532, "mask_rcnn/false_positive": 0.13552720218897316, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.75, "time": 0.7195943109691143, "total_loss": 1.6497624967159936} {"data_time": 0.01064958143979311, "eta_seconds": 118817.53830980603, "iteration": 106259, "loss_fcos_cls": 0.2655267836526036, "loss_fcos_ctr": 0.6212188992649317, "loss_fcos_loc": 0.20457502303179353, "loss_mask": 0.28243397921323776, "loss_maskiou": 0.006051863281754777, "loss_sem_seg": 0.262202434707433, "lr": 0.01, "mask_rcnn/accuracy": 0.8893272189828312, "mask_rcnn/false_negative": 0.08544839367783665, "mask_rcnn/false_positive": 0.1357173590122283, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.75, "time": 0.749058460816741, "total_loss": 1.6708382879733108} {"data_time": 0.010472727939486504, "eta_seconds": 118834.79617720935, "iteration": 106279, "loss_fcos_cls": 0.24874050309881568, "loss_fcos_ctr": 0.6191849233582616, "loss_fcos_loc": 0.19920023810118437, "loss_mask": 0.2673697816208005, "loss_maskiou": 0.0056802539475029334, "loss_sem_seg": 0.28554434794932604, "lr": 0.01, "mask_rcnn/accuracy": 0.8855364626718034, "mask_rcnn/false_negative": 0.0904384351203498, "mask_rcnn/false_positive": 0.12186243856471637, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.723336772993207, "total_loss": 1.6262651222205022} {"data_time": 0.010163444094359875, "eta_seconds": 118820.27943272609, "iteration": 106299, "loss_fcos_cls": 0.24043029930908233, "loss_fcos_ctr": 0.6178815895691514, "loss_fcos_loc": 0.1951768242288381, "loss_mask": 0.2550716884434223, "loss_maskiou": 0.005480384577822406, "loss_sem_seg": 0.2680657642195001, "lr": 0.01, "mask_rcnn/accuracy": 0.8802273316876827, "mask_rcnn/false_negative": 0.08366583229164876, "mask_rcnn/false_positive": 0.13547179794015715, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.5, "time": 0.7408302398398519, "total_loss": 1.5859135989303468} {"data_time": 0.010300291702151299, "eta_seconds": 118890.96434703562, "iteration": 106319, "loss_fcos_cls": 0.25830486905761063, "loss_fcos_ctr": 0.6204233174212277, "loss_fcos_loc": 0.20151285687461495, "loss_mask": 0.27670165803283453, "loss_maskiou": 0.005734649457735941, "loss_sem_seg": 0.30355879105627537, "lr": 0.01, "mask_rcnn/accuracy": 0.8862166577157179, "mask_rcnn/false_negative": 0.10027019513088237, "mask_rcnn/false_positive": 0.14681144158305967, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7285510012879968, "total_loss": 1.6527031754376367} {"data_time": 0.009779375977814198, "eta_seconds": 118943.95977631677, "iteration": 106339, "loss_fcos_cls": 0.25600055209361017, "loss_fcos_ctr": 0.6169238802976906, "loss_fcos_loc": 0.1930089604575187, "loss_mask": 0.26209337962791324, "loss_maskiou": 0.005677021290466655, "loss_sem_seg": 0.301763494964689, "lr": 0.01, "mask_rcnn/accuracy": 0.8857946708785811, "mask_rcnn/false_negative": 0.0773840763471928, "mask_rcnn/false_positive": 0.1391129730331449, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 24.75, "time": 0.7260083900764585, "total_loss": 1.6399041989570833} {"data_time": 0.01010145153850317, "eta_seconds": 118929.42436961923, "iteration": 106359, "loss_fcos_cls": 0.2654666395392269, "loss_fcos_ctr": 0.6214169189333916, "loss_fcos_loc": 0.2086482630111277, "loss_mask": 0.2766566537320614, "loss_maskiou": 0.005715175298973918, "loss_sem_seg": 0.2837285459972918, "lr": 0.01, "mask_rcnn/accuracy": 0.8895793782629331, "mask_rcnn/false_negative": 0.09426455917127056, "mask_rcnn/false_positive": 0.14662766802014626, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.25, "time": 0.7428409541025758, "total_loss": 1.6838098212247132} {"data_time": 0.010861548595130444, "eta_seconds": 118931.84609437734, "iteration": 106379, "loss_fcos_cls": 0.2709414407145232, "loss_fcos_ctr": 0.6195814628154039, "loss_fcos_loc": 0.2013794289669022, "loss_mask": 0.2577948970720172, "loss_maskiou": 0.005233419075011625, "loss_sem_seg": 0.27610752964392304, "lr": 0.01, "mask_rcnn/accuracy": 0.8823427931493855, "mask_rcnn/false_negative": 0.0831135621822558, "mask_rcnn/false_positive": 0.14454534559762017, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 39.0, "time": 0.7471003849059343, "total_loss": 1.6453615036225528} {"data_time": 0.009759997949004173, "eta_seconds": 118997.40065619536, "iteration": 106399, "loss_fcos_cls": 0.25769541249610484, "loss_fcos_ctr": 0.6216682614758611, "loss_fcos_loc": 0.19417206360958517, "loss_mask": 0.2869346346706152, "loss_maskiou": 0.00592153771140147, "loss_sem_seg": 0.26014407677575946, "lr": 0.01, "mask_rcnn/accuracy": 0.8753499101613997, "mask_rcnn/false_negative": 0.08775323371698027, "mask_rcnn/false_positive": 0.165649431938244, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.75, "time": 0.7476126691326499, "total_loss": 1.6280392210464925} {"data_time": 0.010788499377667904, "eta_seconds": 118982.85338562168, "iteration": 106419, "loss_fcos_cls": 0.24405951285734773, "loss_fcos_ctr": 0.6200288110412657, "loss_fcos_loc": 0.1898480725940317, "loss_mask": 0.2622692515142262, "loss_maskiou": 0.006085497130698059, "loss_sem_seg": 0.2659904472529888, "lr": 0.01, "mask_rcnn/accuracy": 0.8921798107540888, "mask_rcnn/false_negative": 0.09623954704947885, "mask_rcnn/false_positive": 0.12780294444833928, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.0, "time": 0.7300894213840365, "total_loss": 1.5956583419902017} {"data_time": 0.011013049632310867, "eta_seconds": 118968.306115048, "iteration": 106439, "loss_fcos_cls": 0.24915859918110073, "loss_fcos_ctr": 0.6210279483348131, "loss_fcos_loc": 0.20055955019779503, "loss_mask": 0.27134863659739494, "loss_maskiou": 0.005521841812878847, "loss_sem_seg": 0.2801313502714038, "lr": 0.01, "mask_rcnn/accuracy": 0.863256891298186, "mask_rcnn/false_negative": 0.10194325905771122, "mask_rcnn/false_positive": 0.17575123827632216, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.75, "time": 0.7206207979470491, "total_loss": 1.658296482564765} {"data_time": 0.010745554231107235, "eta_seconds": 119014.0854092883, "iteration": 106459, "loss_fcos_cls": 0.25602737022563815, "loss_fcos_ctr": 0.6194120282307267, "loss_fcos_loc": 0.19139475701376796, "loss_mask": 0.2623226516880095, "loss_maskiou": 0.006170354645291809, "loss_sem_seg": 0.2945571781601757, "lr": 0.01, "mask_rcnn/accuracy": 0.8913514475557665, "mask_rcnn/false_negative": 0.10097639253606581, "mask_rcnn/false_positive": 0.12106146563050885, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.25, "time": 0.7368533313274384, "total_loss": 1.6164989874960156} {"data_time": 0.009222178719937801, "eta_seconds": 118999.53076116834, "iteration": 106479, "loss_fcos_cls": 0.27460041735321283, "loss_fcos_ctr": 0.6188638815656304, "loss_fcos_loc": 0.19226706097833812, "loss_mask": 0.26218562573194504, "loss_maskiou": 0.005193671982851811, "loss_sem_seg": 0.2861501157749444, "lr": 0.01, "mask_rcnn/accuracy": 0.9037291152724827, "mask_rcnn/false_negative": 0.09210633271815491, "mask_rcnn/false_positive": 0.11533423628406414, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7272944506257772, "total_loss": 1.6380902227101615} {"data_time": 0.010128785856068134, "eta_seconds": 119008.89441678021, "iteration": 106499, "loss_fcos_cls": 0.26307968492619693, "loss_fcos_ctr": 0.620586946606636, "loss_fcos_loc": 0.20146124553866684, "loss_mask": 0.27512024296447635, "loss_maskiou": 0.00549890619731741, "loss_sem_seg": 0.26598766166716814, "lr": 0.01, "mask_rcnn/accuracy": 0.8819678385052652, "mask_rcnn/false_negative": 0.09520667847107919, "mask_rcnn/false_positive": 0.16164664023455344, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.5, "time": 0.7349619613960385, "total_loss": 1.6578616729893838} {"data_time": 0.0109640471637249, "eta_seconds": 119024.63864808809, "iteration": 106519, "loss_fcos_cls": 0.2567656319588423, "loss_fcos_ctr": 0.6218058951199055, "loss_fcos_loc": 0.19273289875127375, "loss_mask": 0.2621410060673952, "loss_maskiou": 0.00520936724205967, "loss_sem_seg": 0.2865463406778872, "lr": 0.01, "mask_rcnn/accuracy": 0.893471528682395, "mask_rcnn/false_negative": 0.08534379977720025, "mask_rcnn/false_positive": 0.1328879243557923, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7135369395837188, "total_loss": 1.586073122212838} {"data_time": 0.010111290030181408, "eta_seconds": 119010.07736712601, "iteration": 106539, "loss_fcos_cls": 0.26292973291128874, "loss_fcos_ctr": 0.6210475014522672, "loss_fcos_loc": 0.20302059687674046, "loss_mask": 0.2689663115888834, "loss_maskiou": 0.006066471563826781, "loss_sem_seg": 0.28573745652101934, "lr": 0.01, "mask_rcnn/accuracy": 0.881043060584986, "mask_rcnn/false_negative": 0.09974673082829805, "mask_rcnn/false_positive": 0.1356625963290406, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.0, "time": 0.7369013950228691, "total_loss": 1.652852564380737} {"data_time": 0.008997217752039433, "eta_seconds": 119005.3623492876, "iteration": 106559, "loss_fcos_cls": 0.26174644753336906, "loss_fcos_ctr": 0.6211931454017758, "loss_fcos_loc": 0.19617854245007038, "loss_mask": 0.2571630049496889, "loss_maskiou": 0.005121680726006161, "loss_sem_seg": 0.26197677198797464, "lr": 0.01, "mask_rcnn/accuracy": 0.89740528922608, "mask_rcnn/false_negative": 0.11410761913270387, "mask_rcnn/false_positive": 0.14866163008437452, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7404972640797496, "total_loss": 1.6241038368607406} {"data_time": 0.010305501520633698, "eta_seconds": 118958.12074149959, "iteration": 106579, "loss_fcos_cls": 0.2522247629240155, "loss_fcos_ctr": 0.6205826764926314, "loss_fcos_loc": 0.19002832600381225, "loss_mask": 0.27077312534675, "loss_maskiou": 0.005624404082482215, "loss_sem_seg": 0.290894724894315, "lr": 0.01, "mask_rcnn/accuracy": 0.8725003367683707, "mask_rcnn/false_negative": 0.09795320459215706, "mask_rcnn/false_positive": 0.14019531051240136, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.5, "time": 0.7265831651166081, "total_loss": 1.633255880937213} {"data_time": 0.010382940992712975, "eta_seconds": 119044.88382078242, "iteration": 106599, "loss_fcos_cls": 0.2699697068310343, "loss_fcos_ctr": 0.6181034678593278, "loss_fcos_loc": 0.1966837295331061, "loss_mask": 0.2756655914708972, "loss_maskiou": 0.006344250927213579, "loss_sem_seg": 0.301760156173259, "lr": 0.01, "mask_rcnn/accuracy": 0.8642235985985987, "mask_rcnn/false_negative": 0.09110586431691012, "mask_rcnn/false_positive": 0.18433253083902834, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.7302162535488605, "total_loss": 1.6570542136578297} {"data_time": 0.010574553161859512, "eta_seconds": 118951.83224327769, "iteration": 106619, "loss_fcos_cls": 0.2575241201557219, "loss_fcos_ctr": 0.6190775521099567, "loss_fcos_loc": 0.19874816929223016, "loss_mask": 0.25564403971657157, "loss_maskiou": 0.005109662713948637, "loss_sem_seg": 0.2863732944242656, "lr": 0.01, "mask_rcnn/accuracy": 0.8789865534125738, "mask_rcnn/false_negative": 0.09281487250800234, "mask_rcnn/false_positive": 0.14322216412906863, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.5, "time": 0.7224269434809685, "total_loss": 1.6411477475558058} {"data_time": 0.011082091368734837, "eta_seconds": 119015.74204470497, "iteration": 106639, "loss_fcos_cls": 0.2516544437967241, "loss_fcos_ctr": 0.6170935491099954, "loss_fcos_loc": 0.1895430451259017, "loss_mask": 0.2634166609495878, "loss_maskiou": 0.005409165940363891, "loss_sem_seg": 0.27955295238643885, "lr": 0.01, "mask_rcnn/accuracy": 0.8893133642345827, "mask_rcnn/false_negative": 0.09330745681193997, "mask_rcnn/false_positive": 0.12475715046578847, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.0, "time": 0.7389722019433975, "total_loss": 1.625755925750127} {"data_time": 0.008938138373196125, "eta_seconds": 119001.17115666624, "iteration": 106659, "loss_fcos_cls": 0.24136251938762143, "loss_fcos_ctr": 0.6187989674508572, "loss_fcos_loc": 0.18787123370566405, "loss_mask": 0.2488900781609118, "loss_maskiou": 0.005245680338703096, "loss_sem_seg": 0.28081818483769894, "lr": 0.01, "mask_rcnn/accuracy": 0.8758670103590354, "mask_rcnn/false_negative": 0.09597065875505037, "mask_rcnn/false_positive": 0.15310232693300418, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.7350330464541912, "total_loss": 1.5956919496820774} {"data_time": 0.009584646672010422, "eta_seconds": 119021.94525555521, "iteration": 106679, "loss_fcos_cls": 0.2455491900909692, "loss_fcos_ctr": 0.6190842976793647, "loss_fcos_loc": 0.18659127759747207, "loss_mask": 0.26018174970522523, "loss_maskiou": 0.005414911029220093, "loss_sem_seg": 0.29864552593789995, "lr": 0.01, "mask_rcnn/accuracy": 0.8861594281186977, "mask_rcnn/false_negative": 0.093315733066686, "mask_rcnn/false_positive": 0.13934781099440283, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.5, "time": 0.7257090173661709, "total_loss": 1.640302204679756} {"data_time": 0.00978055689483881, "eta_seconds": 118870.76982277445, "iteration": 106699, "loss_fcos_cls": 0.2621342360507697, "loss_fcos_ctr": 0.6238700300455093, "loss_fcos_loc": 0.19275860313791782, "loss_mask": 0.26617715600878, "loss_maskiou": 0.006009095683111809, "loss_sem_seg": 0.28073792019858956, "lr": 0.01, "mask_rcnn/accuracy": 0.8765590015955941, "mask_rcnn/false_negative": 0.08915299519391562, "mask_rcnn/false_positive": 0.15170215776167412, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7108789598569274, "total_loss": 1.6310314429647406} {"data_time": 0.010810241103172302, "eta_seconds": 118973.35727887787, "iteration": 106719, "loss_fcos_cls": 0.25901535619050264, "loss_fcos_ctr": 0.6241236701607704, "loss_fcos_loc": 0.20505641138879582, "loss_mask": 0.2672019964084029, "loss_maskiou": 0.005292322515742853, "loss_sem_seg": 0.28205433092080057, "lr": 0.01, "mask_rcnn/accuracy": 0.8869581035539216, "mask_rcnn/false_negative": 0.1059448193425058, "mask_rcnn/false_positive": 0.13528582082677698, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7334345625713468, "total_loss": 1.6491407354333205} {"data_time": 0.01030348613858223, "eta_seconds": 118978.2196065858, "iteration": 106739, "loss_fcos_cls": 0.2702626455575228, "loss_fcos_ctr": 0.6202116352505982, "loss_fcos_loc": 0.20186893874779344, "loss_mask": 0.2724313149228692, "loss_maskiou": 0.005690231941116508, "loss_sem_seg": 0.2739429729990661, "lr": 0.01, "mask_rcnn/accuracy": 0.8693428844752187, "mask_rcnn/false_negative": 0.08635764299821833, "mask_rcnn/false_positive": 0.16021959132485275, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.25, "time": 0.728710032068193, "total_loss": 1.635305377720215} {"data_time": 0.00930603127926588, "eta_seconds": 119046.99242085405, "iteration": 106759, "loss_fcos_cls": 0.2618815596215427, "loss_fcos_ctr": 0.6210583280771971, "loss_fcos_loc": 0.1934628114104271, "loss_mask": 0.2681309599429369, "loss_maskiou": 0.005468034825753421, "loss_sem_seg": 0.2938898582942784, "lr": 0.01, "mask_rcnn/accuracy": 0.8637454837925953, "mask_rcnn/false_negative": 0.08699008546815132, "mask_rcnn/false_positive": 0.1458064781535301, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.0, "time": 0.7382727982476354, "total_loss": 1.6404111907468177} {"data_time": 0.009190423414111137, "eta_seconds": 118949.06917393953, "iteration": 106779, "loss_fcos_cls": 0.2621002276428044, "loss_fcos_ctr": 0.6177396164275706, "loss_fcos_loc": 0.18874336360022426, "loss_mask": 0.2722957916557789, "loss_maskiou": 0.006011368619510904, "loss_sem_seg": 0.24133195588365197, "lr": 0.01, "mask_rcnn/accuracy": 0.8780076986151604, "mask_rcnn/false_negative": 0.10694548923876807, "mask_rcnn/false_positive": 0.12829380716341937, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.75, "time": 0.7130964901298285, "total_loss": 1.6179272170484182} {"data_time": 0.009810468181967735, "eta_seconds": 118934.49395761639, "iteration": 106799, "loss_fcos_cls": 0.2515413439832628, "loss_fcos_ctr": 0.6208054041489959, "loss_fcos_loc": 0.19483522628434002, "loss_mask": 0.271585276350379, "loss_maskiou": 0.0055033963872119784, "loss_sem_seg": 0.2700398936867714, "lr": 0.01, "mask_rcnn/accuracy": 0.8685426097130582, "mask_rcnn/false_negative": 0.09478896379768381, "mask_rcnn/false_positive": 0.15722164450336826, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.5, "time": 0.7295681200921535, "total_loss": 1.6290931162875495} {"data_time": 0.010061144828796387, "eta_seconds": 118919.91874129325, "iteration": 106819, "loss_fcos_cls": 0.24243751727044582, "loss_fcos_ctr": 0.6192419612780213, "loss_fcos_loc": 0.1885662295971997, "loss_mask": 0.26030916161835194, "loss_maskiou": 0.005439258929982316, "loss_sem_seg": 0.2992433928884566, "lr": 0.01, "mask_rcnn/accuracy": 0.8788141938861331, "mask_rcnn/false_negative": 0.09872649580814932, "mask_rcnn/false_positive": 0.1571088521235871, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7252701055258512, "total_loss": 1.6244892876966333} {"data_time": 0.010649272240698338, "eta_seconds": 118905.34352497011, "iteration": 106839, "loss_fcos_cls": 0.24424211424775422, "loss_fcos_ctr": 0.6207602359354496, "loss_fcos_loc": 0.19987572799436748, "loss_mask": 0.26634648721665144, "loss_maskiou": 0.005326765371137299, "loss_sem_seg": 0.30175575939938426, "lr": 0.01, "mask_rcnn/accuracy": 0.8864840516626231, "mask_rcnn/false_negative": 0.0983687135336789, "mask_rcnn/false_positive": 0.14656467332118245, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.0, "time": 0.7399747213348746, "total_loss": 1.6413081210339442} {"data_time": 0.010242638178169727, "eta_seconds": 118859.41111620981, "iteration": 106859, "loss_fcos_cls": 0.2456076614325866, "loss_fcos_ctr": 0.6185621577315032, "loss_fcos_loc": 0.1944245247868821, "loss_mask": 0.2587684905156493, "loss_maskiou": 0.005170599441044033, "loss_sem_seg": 0.28373128874227405, "lr": 0.01, "mask_rcnn/accuracy": 0.898534718765555, "mask_rcnn/false_negative": 0.07009788075324946, "mask_rcnn/false_positive": 0.15559817177670307, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.25, "time": 0.7638901807367802, "total_loss": 1.6259135733707808} {"data_time": 0.010754045099020004, "eta_seconds": 118760.94637375139, "iteration": 106879, "loss_fcos_cls": 0.25303202675422654, "loss_fcos_ctr": 0.6200456349179149, "loss_fcos_loc": 0.18745322979521006, "loss_mask": 0.26930804876610637, "loss_maskiou": 0.005934498738497496, "loss_sem_seg": 0.27298679295927286, "lr": 0.01, "mask_rcnn/accuracy": 0.879631509023139, "mask_rcnn/false_negative": 0.10292156189624874, "mask_rcnn/false_positive": 0.13945682933787784, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7041720394045115, "total_loss": 1.6121811151970178} {"data_time": 0.010841735638678074, "eta_seconds": 118630.33882099204, "iteration": 106899, "loss_fcos_cls": 0.2629015822894871, "loss_fcos_ctr": 0.619163635186851, "loss_fcos_loc": 0.19351686700247228, "loss_mask": 0.26767765171825886, "loss_maskiou": 0.00513601555940113, "loss_sem_seg": 0.28670747578144073, "lr": 0.01, "mask_rcnn/accuracy": 0.8737293212739641, "mask_rcnn/false_negative": 0.0825225795492695, "mask_rcnn/false_positive": 0.16511035231291787, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.0, "time": 0.7160104364156723, "total_loss": 1.6433725676761242} {"data_time": 0.009285638108849525, "eta_seconds": 118731.82420152985, "iteration": 106919, "loss_fcos_cls": 0.27127404883503914, "loss_fcos_ctr": 0.6216159788891673, "loss_fcos_loc": 0.20197349006775767, "loss_mask": 0.25667076744139194, "loss_maskiou": 0.004530984602752142, "loss_sem_seg": 0.29099587234668434, "lr": 0.01, "mask_rcnn/accuracy": 0.8936897228942018, "mask_rcnn/false_negative": 0.0853303672984755, "mask_rcnn/false_positive": 0.1662620476187369, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.5, "time": 0.7453522803261876, "total_loss": 1.6468761251453543} {"data_time": 0.010701673105359077, "eta_seconds": 118759.60599454306, "iteration": 106939, "loss_fcos_cls": 0.26386537263169885, "loss_fcos_ctr": 0.6196010364219546, "loss_fcos_loc": 0.20044733909890056, "loss_mask": 0.2571861417964101, "loss_maskiou": 0.005109829158755019, "loss_sem_seg": 0.2885749298147857, "lr": 0.01, "mask_rcnn/accuracy": 0.8956060872624911, "mask_rcnn/false_negative": 0.09661216594624225, "mask_rcnn/false_positive": 0.10409365891082009, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.25, "time": 0.7393748927861452, "total_loss": 1.644352767332748} {"data_time": 0.009989507496356964, "eta_seconds": 118798.48325344361, "iteration": 106959, "loss_fcos_cls": 0.24903331836685538, "loss_fcos_ctr": 0.6175936893559992, "loss_fcos_loc": 0.19600114622153342, "loss_mask": 0.260747448541224, "loss_maskiou": 0.00512888484809082, "loss_sem_seg": 0.2749917865730822, "lr": 0.01, "mask_rcnn/accuracy": 0.8703418867547019, "mask_rcnn/false_negative": 0.10492891021605975, "mask_rcnn/false_positive": 0.12510687965210315, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 25.5, "time": 0.7442320417612791, "total_loss": 1.6053497120446991} {"data_time": 0.009525495581328869, "eta_seconds": 118771.98288336862, "iteration": 106979, "loss_fcos_cls": 0.23605514352675527, "loss_fcos_ctr": 0.6159043051302433, "loss_fcos_loc": 0.1875297841615975, "loss_mask": 0.2557625835761428, "loss_maskiou": 0.0056309618848899845, "loss_sem_seg": 0.2876220904290676, "lr": 0.01, "mask_rcnn/accuracy": 0.8825506439554989, "mask_rcnn/false_negative": 0.08917072481239757, "mask_rcnn/false_positive": 0.14212669473720083, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7212949423119426, "total_loss": 1.6200871576802456} {"data_time": 0.010691996663808823, "eta_seconds": 118715.90715570562, "iteration": 106999, "loss_fcos_cls": 0.2779583493247628, "loss_fcos_ctr": 0.6204812400974333, "loss_fcos_loc": 0.1964232826139778, "loss_mask": 0.2711190050467849, "loss_maskiou": 0.005730312404921278, "loss_sem_seg": 0.28769997507333755, "lr": 0.01, "mask_rcnn/accuracy": 0.8688057712963728, "mask_rcnn/false_negative": 0.09869792849872741, "mask_rcnn/false_positive": 0.1462891655623555, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7336556939408183, "total_loss": 1.6541435813123826} {"data_time": 0.010276715271174908, "eta_seconds": 118659.01877097599, "iteration": 107019, "loss_fcos_cls": 0.2724489984102547, "loss_fcos_ctr": 0.6213794983923435, "loss_fcos_loc": 0.20570537843741477, "loss_mask": 0.2756527327001095, "loss_maskiou": 0.005790664756204933, "loss_sem_seg": 0.3085162341594696, "lr": 0.01, "mask_rcnn/accuracy": 0.8729681776556777, "mask_rcnn/false_negative": 0.09951721352926629, "mask_rcnn/false_positive": 0.16133295380341015, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7185608567669988, "total_loss": 1.700220514270768} {"data_time": 0.009737634100019932, "eta_seconds": 118648.96265175287, "iteration": 107039, "loss_fcos_cls": 0.261436874861829, "loss_fcos_ctr": 0.6175995199009776, "loss_fcos_loc": 0.18893854320049286, "loss_mask": 0.26093503925949335, "loss_maskiou": 0.00560535371187143, "loss_sem_seg": 0.2713439976796508, "lr": 0.01, "mask_rcnn/accuracy": 0.8939514804132744, "mask_rcnn/false_negative": 0.08353051397216493, "mask_rcnn/false_positive": 0.12542759077658797, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.25, "time": 0.726955964230001, "total_loss": 1.6262910433433717} {"data_time": 0.008921688422560692, "eta_seconds": 118600.58156348672, "iteration": 107059, "loss_fcos_cls": 0.2580419136211276, "loss_fcos_ctr": 0.6193665890023112, "loss_fcos_loc": 0.19250736641697586, "loss_mask": 0.25727591663599014, "loss_maskiou": 0.00535295646841405, "loss_sem_seg": 0.2739909430965781, "lr": 0.01, "mask_rcnn/accuracy": 0.8998997025647639, "mask_rcnn/false_negative": 0.08281362177011387, "mask_rcnn/false_positive": 0.13065700067921512, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.5, "time": 0.7143224282190204, "total_loss": 1.623283982014982} {"data_time": 0.009490913711488247, "eta_seconds": 118573.46992123872, "iteration": 107079, "loss_fcos_cls": 0.25321538385469466, "loss_fcos_ctr": 0.6199580347165465, "loss_fcos_loc": 0.19191647553816438, "loss_mask": 0.2652740362100303, "loss_maskiou": 0.0062256647579488344, "loss_sem_seg": 0.2815680969506502, "lr": 0.01, "mask_rcnn/accuracy": 0.8777363445378151, "mask_rcnn/false_negative": 0.08911707441996083, "mask_rcnn/false_positive": 0.11376623732298496, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.723999691195786, "total_loss": 1.5984149314826936} {"data_time": 0.011098610237240791, "eta_seconds": 118558.91397450119, "iteration": 107099, "loss_fcos_cls": 0.25675975205376744, "loss_fcos_ctr": 0.6211023097857833, "loss_fcos_loc": 0.20059058745391667, "loss_mask": 0.2642076201736927, "loss_maskiou": 0.006015536855557002, "loss_sem_seg": 0.2853268594481051, "lr": 0.01, "mask_rcnn/accuracy": 0.8899619680189148, "mask_rcnn/false_negative": 0.11029584238076287, "mask_rcnn/false_positive": 0.11645517973851599, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.25, "time": 0.7215325878933072, "total_loss": 1.6323430528427707} {"data_time": 0.009682956151664257, "eta_seconds": 118498.76222590357, "iteration": 107119, "loss_fcos_cls": 0.2512818875256926, "loss_fcos_ctr": 0.6185873206704855, "loss_fcos_loc": 0.18508407310582697, "loss_mask": 0.2651976691558957, "loss_maskiou": 0.005386355725931935, "loss_sem_seg": 0.2883794018998742, "lr": 0.01, "mask_rcnn/accuracy": 0.8730005515719801, "mask_rcnn/false_negative": 0.08681835100352248, "mask_rcnn/false_positive": 0.1315023724356939, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7156847296282649, "total_loss": 1.646903941538767} {"data_time": 0.010137289762496948, "eta_seconds": 118529.80208102614, "iteration": 107139, "loss_fcos_cls": 0.2879828485311009, "loss_fcos_ctr": 0.6201756680384278, "loss_fcos_loc": 0.20341778500005603, "loss_mask": 0.26455129124224186, "loss_maskiou": 0.005723197278712178, "loss_sem_seg": 0.28456510696560144, "lr": 0.01, "mask_rcnn/accuracy": 0.8847222222222222, "mask_rcnn/false_negative": 0.09724234466939619, "mask_rcnn/false_positive": 0.11853678142920446, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7520097596570849, "total_loss": 1.6496016149612842} {"data_time": 0.010479409247636795, "eta_seconds": 118547.48381727282, "iteration": 107159, "loss_fcos_cls": 0.2628631223924458, "loss_fcos_ctr": 0.6205420773476362, "loss_fcos_loc": 0.20465559884905815, "loss_mask": 0.27099623158574104, "loss_maskiou": 0.005819033656734973, "loss_sem_seg": 0.2850601403042674, "lr": 0.01, "mask_rcnn/accuracy": 0.8808258253134029, "mask_rcnn/false_negative": 0.09349430827306357, "mask_rcnn/false_positive": 0.13791222162336525, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.5, "time": 0.7363917790353298, "total_loss": 1.6921289121746668} {"data_time": 0.010282069444656372, "eta_seconds": 118631.11265920661, "iteration": 107179, "loss_fcos_cls": 0.252073802286759, "loss_fcos_ctr": 0.622943171299994, "loss_fcos_loc": 0.19815379986539483, "loss_mask": 0.2799282865598798, "loss_maskiou": 0.0060354011511662975, "loss_sem_seg": 0.2902883547358215, "lr": 0.01, "mask_rcnn/accuracy": 0.8820466600139922, "mask_rcnn/false_negative": 0.09724957974475727, "mask_rcnn/false_positive": 0.1513592059700507, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.75, "time": 0.7517825998365879, "total_loss": 1.6663545986521058} {"data_time": 0.010724966414272785, "eta_seconds": 118616.54069211893, "iteration": 107199, "loss_fcos_cls": 0.26055780868045986, "loss_fcos_ctr": 0.6226487867534161, "loss_fcos_loc": 0.1934520382201299, "loss_mask": 0.2710154578089714, "loss_maskiou": 0.005534308060305193, "loss_sem_seg": 0.3040315033867955, "lr": 0.01, "mask_rcnn/accuracy": 0.8966143646635756, "mask_rcnn/false_negative": 0.076770363354424, "mask_rcnn/false_positive": 0.12519156036652235, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 25.75, "time": 0.730056774802506, "total_loss": 1.6946988399577094} {"data_time": 0.011075570248067379, "eta_seconds": 118737.69901984837, "iteration": 107219, "loss_fcos_cls": 0.2642938357312232, "loss_fcos_ctr": 0.619934968650341, "loss_fcos_loc": 0.19817309407517314, "loss_mask": 0.26788339065387845, "loss_maskiou": 0.006164313977933489, "loss_sem_seg": 0.28536426182836294, "lr": 0.01, "mask_rcnn/accuracy": 0.8660988069470212, "mask_rcnn/false_negative": 0.09909064612192033, "mask_rcnn/false_positive": 0.14629712367217906, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.75, "time": 0.7399940444156528, "total_loss": 1.6548650253971573} {"data_time": 0.009836502373218536, "eta_seconds": 118814.28891120851, "iteration": 107239, "loss_fcos_cls": 0.26826440839795396, "loss_fcos_ctr": 0.6231649252586067, "loss_fcos_loc": 0.20401728298747912, "loss_mask": 0.2751959627494216, "loss_maskiou": 0.005753796889621299, "loss_sem_seg": 0.2671988238580525, "lr": 0.01, "mask_rcnn/accuracy": 0.8687719017937928, "mask_rcnn/false_negative": 0.13462578508129908, "mask_rcnn/false_positive": 0.12956591953949653, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 25.75, "time": 0.7411834700033069, "total_loss": 1.6792150517103437} {"data_time": 0.010636044666171074, "eta_seconds": 118799.68906371295, "iteration": 107259, "loss_fcos_cls": 0.2609427631832659, "loss_fcos_ctr": 0.6170847360044718, "loss_fcos_loc": 0.19405993132386357, "loss_mask": 0.27363387076184154, "loss_maskiou": 0.005676198125001974, "loss_sem_seg": 0.28513100813142955, "lr": 0.01, "mask_rcnn/accuracy": 0.8795427833489717, "mask_rcnn/false_negative": 0.0948553038190935, "mask_rcnn/false_positive": 0.16029285423887052, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.736992453224957, "total_loss": 1.610929991089506} {"data_time": 0.010847090743482113, "eta_seconds": 118850.5090877302, "iteration": 107279, "loss_fcos_cls": 0.2714485921896994, "loss_fcos_ctr": 0.6177937323227525, "loss_fcos_loc": 0.19248590571805835, "loss_mask": 0.2688401825726032, "loss_maskiou": 0.005532056937227026, "loss_sem_seg": 0.31251555029302835, "lr": 0.01, "mask_rcnn/accuracy": 0.8996439001132368, "mask_rcnn/false_negative": 0.07709108250944924, "mask_rcnn/false_positive": 0.13334395446670788, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.0, "time": 0.7264597984030843, "total_loss": 1.6767870052790386} {"data_time": 0.00919678620994091, "eta_seconds": 118723.69128018711, "iteration": 107299, "loss_fcos_cls": 0.25202206848189235, "loss_fcos_ctr": 0.6193413659930229, "loss_fcos_loc": 0.19346798746846616, "loss_mask": 0.2699539237655699, "loss_maskiou": 0.005561889469390735, "loss_sem_seg": 0.28324647061526775, "lr": 0.01, "mask_rcnn/accuracy": 0.8966889880952381, "mask_rcnn/false_negative": 0.08197920177152768, "mask_rcnn/false_positive": 0.10335839447410403, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 40.5, "time": 0.7271569902077317, "total_loss": 1.6371732950210571} {"data_time": 0.010510536842048168, "eta_seconds": 118755.88952122629, "iteration": 107319, "loss_fcos_cls": 0.2590573411434889, "loss_fcos_ctr": 0.6196112590841949, "loss_fcos_loc": 0.19806027878075838, "loss_mask": 0.25369442719966173, "loss_maskiou": 0.005569061060668901, "loss_sem_seg": 0.32459682133048773, "lr": 0.01, "mask_rcnn/accuracy": 0.8777071537909363, "mask_rcnn/false_negative": 0.09806678621053512, "mask_rcnn/false_positive": 0.15836436859580938, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7280235309153795, "total_loss": 1.6905750305013498} {"data_time": 0.01013632770627737, "eta_seconds": 118676.22538425773, "iteration": 107339, "loss_fcos_cls": 0.2629546532407403, "loss_fcos_ctr": 0.6200954243540764, "loss_fcos_loc": 0.2069261057768017, "loss_mask": 0.2742777029052377, "loss_maskiou": 0.006334774505376117, "loss_sem_seg": 0.29411543998867273, "lr": 0.01, "mask_rcnn/accuracy": 0.8693484110061935, "mask_rcnn/false_negative": 0.11255030169434485, "mask_rcnn/false_positive": 0.16608904015135412, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.0, "time": 0.715757118538022, "total_loss": 1.709495989678544} {"data_time": 0.009577716700732708, "eta_seconds": 118602.4547855882, "iteration": 107359, "loss_fcos_cls": 0.2625773570034653, "loss_fcos_ctr": 0.6177270412445068, "loss_fcos_loc": 0.18239579908549786, "loss_mask": 0.2547429446130991, "loss_maskiou": 0.005534865675144829, "loss_sem_seg": 0.24571294779889286, "lr": 0.01, "mask_rcnn/accuracy": 0.8841454890380065, "mask_rcnn/false_negative": 0.09479482396164202, "mask_rcnn/false_positive": 0.13120084036174537, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.0, "time": 0.7176956329494715, "total_loss": 1.5819354845152702} {"data_time": 0.010030069388449192, "eta_seconds": 118620.98987170961, "iteration": 107379, "loss_fcos_cls": 0.2621876341290772, "loss_fcos_ctr": 0.6194381481036544, "loss_fcos_loc": 0.19680337375029922, "loss_mask": 0.2670584060251713, "loss_maskiou": 0.00594869143969845, "loss_sem_seg": 0.27426766930148005, "lr": 0.01, "mask_rcnn/accuracy": 0.8947314384037987, "mask_rcnn/false_negative": 0.09915642944724101, "mask_rcnn/false_positive": 0.1166921978477812, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.25, "time": 0.7330648135393858, "total_loss": 1.6376632872052141} {"data_time": 0.01049702800810337, "eta_seconds": 118515.75405806582, "iteration": 107399, "loss_fcos_cls": 0.25676509621553123, "loss_fcos_ctr": 0.6207244424149394, "loss_fcos_loc": 0.19863086845725775, "loss_mask": 0.26465611392632127, "loss_maskiou": 0.00509960870112991, "loss_sem_seg": 0.2856452642008662, "lr": 0.01, "mask_rcnn/accuracy": 0.8839600082457225, "mask_rcnn/false_negative": 0.10017321256201006, "mask_rcnn/false_positive": 0.14499482796160992, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7301061134785414, "total_loss": 1.6474428037909092} {"data_time": 0.009575196541845798, "eta_seconds": 118435.2795415707, "iteration": 107419, "loss_fcos_cls": 0.26030669931788, "loss_fcos_ctr": 0.620485220104456, "loss_fcos_loc": 0.19411021354608238, "loss_mask": 0.2675341460853815, "loss_maskiou": 0.0057364157401025295, "loss_sem_seg": 0.2566611727816053, "lr": 0.01, "mask_rcnn/accuracy": 0.8757216295609153, "mask_rcnn/false_negative": 0.10283991329528727, "mask_rcnn/false_positive": 0.1400326682498827, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7145770154893398, "total_loss": 1.6193643242877442} {"data_time": 0.009350288659334183, "eta_seconds": 118486.59907032084, "iteration": 107439, "loss_fcos_cls": 0.25117576448246837, "loss_fcos_ctr": 0.6201682053506374, "loss_fcos_loc": 0.1978734307922423, "loss_mask": 0.2586726602166891, "loss_maskiou": 0.005249276451650076, "loss_sem_seg": 0.25493279099464417, "lr": 0.01, "mask_rcnn/accuracy": 0.8902767229340716, "mask_rcnn/false_negative": 0.08987305082744966, "mask_rcnn/false_positive": 0.1339459829145987, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7276994865387678, "total_loss": 1.6236274650873384} {"data_time": 0.010190615430474281, "eta_seconds": 118562.63529764023, "iteration": 107459, "loss_fcos_cls": 0.2663676143856719, "loss_fcos_ctr": 0.620668513700366, "loss_fcos_loc": 0.19662387226708233, "loss_mask": 0.25839485693722963, "loss_maskiou": 0.005492567317560315, "loss_sem_seg": 0.29328271746635437, "lr": 0.01, "mask_rcnn/accuracy": 0.8706597222222222, "mask_rcnn/false_negative": 0.1074482709295048, "mask_rcnn/false_positive": 0.14859369876122147, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.0, "time": 0.7398434048518538, "total_loss": 1.642418793613615} {"data_time": 0.009949177503585815, "eta_seconds": 118514.9473638786, "iteration": 107479, "loss_fcos_cls": 0.253971288446337, "loss_fcos_ctr": 0.6185153797268867, "loss_fcos_loc": 0.18943093018606305, "loss_mask": 0.2579106669872999, "loss_maskiou": 0.005575293747824617, "loss_sem_seg": 0.2868351242505014, "lr": 0.01, "mask_rcnn/accuracy": 0.9013446860599079, "mask_rcnn/false_negative": 0.08250465632131238, "mask_rcnn/false_positive": 0.10346662712959331, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.0, "time": 0.7138035641983151, "total_loss": 1.5794056359154638} {"data_time": 0.01050181221216917, "eta_seconds": 118488.86391583364, "iteration": 107499, "loss_fcos_cls": 0.2622861936688423, "loss_fcos_ctr": 0.6213278230279684, "loss_fcos_loc": 0.19569967244751751, "loss_mask": 0.25262390449643135, "loss_maskiou": 0.005311877749591076, "loss_sem_seg": 0.25066599901765585, "lr": 0.01, "mask_rcnn/accuracy": 0.88416136021145, "mask_rcnn/false_negative": 0.08452545706179677, "mask_rcnn/false_positive": 0.164363628206271, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.75, "time": 0.7302378583699465, "total_loss": 1.5870677709317533} {"data_time": 0.010360784828662872, "eta_seconds": 118609.89104627073, "iteration": 107519, "loss_fcos_cls": 0.24710192531347275, "loss_fcos_ctr": 0.6184215061366558, "loss_fcos_loc": 0.1885506387334317, "loss_mask": 0.2695135520771146, "loss_maskiou": 0.005754597579652909, "loss_sem_seg": 0.2943778964690864, "lr": 0.01, "mask_rcnn/accuracy": 0.8624655832647636, "mask_rcnn/false_negative": 0.11019962489975033, "mask_rcnn/false_positive": 0.141014469766028, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.75, "time": 0.7252323590219021, "total_loss": 1.638193415288697} {"data_time": 0.010375999845564365, "eta_seconds": 118471.1936530238, "iteration": 107539, "loss_fcos_cls": 0.25607631844468415, "loss_fcos_ctr": 0.6193535318598151, "loss_fcos_loc": 0.19490004668477923, "loss_mask": 0.26406580582261086, "loss_maskiou": 0.0053501897455134895, "loss_sem_seg": 0.2785835871472955, "lr": 0.01, "mask_rcnn/accuracy": 0.8792485744297719, "mask_rcnn/false_negative": 0.08002473099332807, "mask_rcnn/false_positive": 0.13124411981895606, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.25, "time": 0.7193638822063804, "total_loss": 1.5896447808263474} {"data_time": 0.0097870584577322, "eta_seconds": 118456.60908273887, "iteration": 107559, "loss_fcos_cls": 0.2559349569492042, "loss_fcos_ctr": 0.6210887390188873, "loss_fcos_loc": 0.19910812325542793, "loss_mask": 0.2596108610741794, "loss_maskiou": 0.005934702101512812, "loss_sem_seg": 0.27183972718194127, "lr": 0.01, "mask_rcnn/accuracy": 0.9046272675736962, "mask_rcnn/false_negative": 0.0871240779418925, "mask_rcnn/false_positive": 0.11305271826883179, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.75, "time": 0.7365115350112319, "total_loss": 1.6123117082606768} {"data_time": 0.009367382153868675, "eta_seconds": 118475.10343653616, "iteration": 107579, "loss_fcos_cls": 0.24803229188546538, "loss_fcos_ctr": 0.6208256292156875, "loss_fcos_loc": 0.1920480824483093, "loss_mask": 0.2621025536209345, "loss_maskiou": 0.005109679515953758, "loss_sem_seg": 0.2456247811205685, "lr": 0.01, "mask_rcnn/accuracy": 0.8724547251332966, "mask_rcnn/false_negative": 0.09326800213092179, "mask_rcnn/false_positive": 0.1187758741421358, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.25, "time": 0.7296672724187374, "total_loss": 1.5786841055287368} {"data_time": 0.009995630010962486, "eta_seconds": 118415.9481405979, "iteration": 107599, "loss_fcos_cls": 0.2550626697484404, "loss_fcos_ctr": 0.6200452274642885, "loss_fcos_loc": 0.19194783316925168, "loss_mask": 0.262523262295872, "loss_maskiou": 0.005429308544989908, "loss_sem_seg": 0.2676440931390971, "lr": 0.01, "mask_rcnn/accuracy": 0.8889313628186837, "mask_rcnn/false_negative": 0.10432753906806444, "mask_rcnn/false_positive": 0.1504857345903599, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7182796746492386, "total_loss": 1.5910826555773383} {"data_time": 0.009250757284462452, "eta_seconds": 118402.9568229625, "iteration": 107619, "loss_fcos_cls": 0.2476206454448402, "loss_fcos_ctr": 0.6218325141817331, "loss_fcos_loc": 0.1927932443213649, "loss_mask": 0.27834376506507397, "loss_maskiou": 0.005465645710501121, "loss_sem_seg": 0.2774366266094148, "lr": 0.01, "mask_rcnn/accuracy": 0.8835258602530265, "mask_rcnn/false_negative": 0.0887497954104856, "mask_rcnn/false_positive": 0.11366881845751461, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.0, "time": 0.7281079394742846, "total_loss": 1.6191105081961723} {"data_time": 0.009221218526363373, "eta_seconds": 118386.7818305036, "iteration": 107639, "loss_fcos_cls": 0.2597361649386585, "loss_fcos_ctr": 0.6198217673227191, "loss_fcos_loc": 0.20020149531774223, "loss_mask": 0.27042104583233595, "loss_maskiou": 0.005851211673871148, "loss_sem_seg": 0.27084734197705984, "lr": 0.01, "mask_rcnn/accuracy": 0.889901333334995, "mask_rcnn/false_negative": 0.09774504995034206, "mask_rcnn/false_positive": 0.1333324094505811, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7335625058040023, "total_loss": 1.652278089444735} {"data_time": 0.009881936013698578, "eta_seconds": 118416.91592944786, "iteration": 107659, "loss_fcos_cls": 0.2608179000671953, "loss_fcos_ctr": 0.6235459386371076, "loss_fcos_loc": 0.20952572365058586, "loss_mask": 0.2751550590619445, "loss_maskiou": 0.005651514089549892, "loss_sem_seg": 0.2738792630843818, "lr": 0.01, "mask_rcnn/accuracy": 0.89027908365155, "mask_rcnn/false_negative": 0.08527812461227027, "mask_rcnn/false_positive": 0.14725376248851693, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7381156785413623, "total_loss": 1.635658943632734} {"data_time": 0.010129375383257866, "eta_seconds": 118359.20676963497, "iteration": 107679, "loss_fcos_cls": 0.26530042942613363, "loss_fcos_ctr": 0.6221707472577691, "loss_fcos_loc": 0.20666427351534367, "loss_mask": 0.2715771021321416, "loss_maskiou": 0.005406605589087121, "loss_sem_seg": 0.26108339079655707, "lr": 0.01, "mask_rcnn/accuracy": 0.8975147002344092, "mask_rcnn/false_negative": 0.09286911057419366, "mask_rcnn/false_positive": 0.12161323158630447, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.0, "time": 0.7246202509850264, "total_loss": 1.6159541461383924} {"data_time": 0.00965629331767559, "eta_seconds": 118483.06514732167, "iteration": 107699, "loss_fcos_cls": 0.24875256046652794, "loss_fcos_ctr": 0.6226889919489622, "loss_fcos_loc": 0.20130470939329825, "loss_mask": 0.2654399937018752, "loss_maskiou": 0.00543900481716264, "loss_sem_seg": 0.3034691298380494, "lr": 0.01, "mask_rcnn/accuracy": 0.8721327466815049, "mask_rcnn/false_negative": 0.11002859468664572, "mask_rcnn/false_positive": 0.14276592394059995, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7319708913564682, "total_loss": 1.6568583013868192} {"data_time": 0.009430533275008202, "eta_seconds": 118328.44921031501, "iteration": 107719, "loss_fcos_cls": 0.2540096954908222, "loss_fcos_ctr": 0.6195349767804146, "loss_fcos_loc": 0.18510096287354827, "loss_mask": 0.2682633399963379, "loss_maskiou": 0.0055755725188646466, "loss_sem_seg": 0.2766339227091521, "lr": 0.01, "mask_rcnn/accuracy": 0.8916017581646964, "mask_rcnn/false_negative": 0.10697610138510438, "mask_rcnn/false_positive": 0.11034304914026292, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7190283481031656, "total_loss": 1.6128632428008132} {"data_time": 0.0098300501704216, "eta_seconds": 118324.56123334263, "iteration": 107739, "loss_fcos_cls": 0.25863674841821194, "loss_fcos_ctr": 0.6193239875137806, "loss_fcos_loc": 0.19169581809546798, "loss_mask": 0.2631109990179539, "loss_maskiou": 0.006393134121026378, "loss_sem_seg": 0.2744355881586671, "lr": 0.01, "mask_rcnn/accuracy": 0.8727623666496461, "mask_rcnn/false_negative": 0.09922465232133243, "mask_rcnn/false_positive": 0.14549814721247745, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.5, "time": 0.7368371449410915, "total_loss": 1.645079349516891} {"data_time": 0.010062082670629025, "eta_seconds": 118363.08871061914, "iteration": 107759, "loss_fcos_cls": 0.2509605432860553, "loss_fcos_ctr": 0.6201454913243651, "loss_fcos_loc": 0.1969253255520016, "loss_mask": 0.2627951204776764, "loss_maskiou": 0.005717491359973792, "loss_sem_seg": 0.26387343974784017, "lr": 0.01, "mask_rcnn/accuracy": 0.881013767716754, "mask_rcnn/false_negative": 0.08879413119636373, "mask_rcnn/false_positive": 0.1420453257573917, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.0, "time": 0.7412979323416948, "total_loss": 1.6093065386958187} {"data_time": 0.009823723696172237, "eta_seconds": 118379.01133364439, "iteration": 107779, "loss_fcos_cls": 0.25828404095955193, "loss_fcos_ctr": 0.6198878725990653, "loss_fcos_loc": 0.19151426083408296, "loss_mask": 0.2860944764688611, "loss_maskiou": 0.0067206635139882565, "loss_sem_seg": 0.27889328775927424, "lr": 0.01, "mask_rcnn/accuracy": 0.8755338246409675, "mask_rcnn/false_negative": 0.09484452525221025, "mask_rcnn/false_positive": 0.13482214250057153, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7261020485311747, "total_loss": 1.6492236278718337} {"data_time": 0.010840017348527908, "eta_seconds": 118280.80781339575, "iteration": 107799, "loss_fcos_cls": 0.24967902735807002, "loss_fcos_ctr": 0.6215757355093956, "loss_fcos_loc": 0.1948358613299206, "loss_mask": 0.2601252915337682, "loss_maskiou": 0.00577794190030545, "loss_sem_seg": 0.27031691279262304, "lr": 0.01, "mask_rcnn/accuracy": 0.8730396622934888, "mask_rcnn/false_negative": 0.09664563467190558, "mask_rcnn/false_positive": 0.1585164914018607, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7233012178912759, "total_loss": 1.6061562330869492} {"data_time": 0.009869609028100967, "eta_seconds": 118266.22334008012, "iteration": 107819, "loss_fcos_cls": 0.2440438667545095, "loss_fcos_ctr": 0.6205987073481083, "loss_fcos_loc": 0.1906117652542889, "loss_mask": 0.2627947414293885, "loss_maskiou": 0.005717956122680334, "loss_sem_seg": 0.2955458741635084, "lr": 0.01, "mask_rcnn/accuracy": 0.8866982797903851, "mask_rcnn/false_negative": 0.08330493502047356, "mask_rcnn/false_positive": 0.14207487021383813, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.75, "time": 0.717851291410625, "total_loss": 1.6633021584129892} {"data_time": 0.009412402287125587, "eta_seconds": 118174.29741061851, "iteration": 107839, "loss_fcos_cls": 0.248478194931522, "loss_fcos_ctr": 0.6214352566748857, "loss_fcos_loc": 0.193098449613899, "loss_mask": 0.27610201155766845, "loss_maskiou": 0.006022267087246291, "loss_sem_seg": 0.23784507275559008, "lr": 0.01, "mask_rcnn/accuracy": 0.8888355047226884, "mask_rcnn/false_negative": 0.09068411683826635, "mask_rcnn/false_positive": 0.16526211885977823, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.25, "time": 0.7036481462419033, "total_loss": 1.5984779424325097} {"data_time": 0.010262825526297092, "eta_seconds": 118146.00769694243, "iteration": 107859, "loss_fcos_cls": 0.25182100594975054, "loss_fcos_ctr": 0.620222129393369, "loss_fcos_loc": 0.18772142194211483, "loss_mask": 0.25532093178480864, "loss_maskiou": 0.004969972054823302, "loss_sem_seg": 0.2759355087764561, "lr": 0.01, "mask_rcnn/accuracy": 0.8727674467470385, "mask_rcnn/false_negative": 0.10390911661380059, "mask_rcnn/false_positive": 0.16129277136976328, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.5, "time": 0.7291201567277312, "total_loss": 1.590655941516161} {"data_time": 0.009620798751711845, "eta_seconds": 118145.14754168317, "iteration": 107879, "loss_fcos_cls": 0.23825046885758638, "loss_fcos_ctr": 0.6169548905454576, "loss_fcos_loc": 0.18522088194731623, "loss_mask": 0.2599625666625798, "loss_maskiou": 0.00562403880758211, "loss_sem_seg": 0.2785837026312947, "lr": 0.01, "mask_rcnn/accuracy": 0.886589457211456, "mask_rcnn/false_negative": 0.09860605701563113, "mask_rcnn/false_positive": 0.12280175683579257, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.0, "time": 0.7101069642230868, "total_loss": 1.5960763994517038} {"data_time": 0.009892868809401989, "eta_seconds": 118207.88544681761, "iteration": 107899, "loss_fcos_cls": 0.2572950248140842, "loss_fcos_ctr": 0.6240827962756157, "loss_fcos_loc": 0.19983300019521266, "loss_mask": 0.2724680798128247, "loss_maskiou": 0.005990476445731474, "loss_sem_seg": 0.27559878770262003, "lr": 0.01, "mask_rcnn/accuracy": 0.8895782231161695, "mask_rcnn/false_negative": 0.1011102106885253, "mask_rcnn/false_positive": 0.1211219333036542, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.25, "time": 0.7305442439392209, "total_loss": 1.6382523418142227} {"data_time": 0.010155056603252888, "eta_seconds": 118115.99767274782, "iteration": 107919, "loss_fcos_cls": 0.23900476121343672, "loss_fcos_ctr": 0.6204993519932032, "loss_fcos_loc": 0.19132710818666965, "loss_mask": 0.25643447740003467, "loss_maskiou": 0.004766295271110721, "loss_sem_seg": 0.2889583958312869, "lr": 0.01, "mask_rcnn/accuracy": 0.8962242496666442, "mask_rcnn/false_negative": 0.09978651356698832, "mask_rcnn/false_positive": 0.11349350157880989, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.0, "time": 0.7267474597319961, "total_loss": 1.6034005852634436} {"data_time": 0.009778020903468132, "eta_seconds": 118101.42273828015, "iteration": 107939, "loss_fcos_cls": 0.25665227556601167, "loss_fcos_ctr": 0.6208024499937892, "loss_fcos_loc": 0.19584058225154877, "loss_mask": 0.26478972006589174, "loss_maskiou": 0.0053925735082884785, "loss_sem_seg": 0.3006877456791699, "lr": 0.01, "mask_rcnn/accuracy": 0.8797006629686759, "mask_rcnn/false_negative": 0.09214133450767975, "mask_rcnn/false_positive": 0.15533032475330882, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7349407421424985, "total_loss": 1.6550956610262801} {"data_time": 0.010238904505968094, "eta_seconds": 118041.90607878938, "iteration": 107959, "loss_fcos_cls": 0.25371818244457245, "loss_fcos_ctr": 0.6200345130637288, "loss_fcos_loc": 0.19722485996317118, "loss_mask": 0.2689087623730302, "loss_maskiou": 0.005585473758401349, "loss_sem_seg": 0.2926431898958981, "lr": 0.01, "mask_rcnn/accuracy": 0.8757053046347183, "mask_rcnn/false_negative": 0.09921376655481758, "mask_rcnn/false_positive": 0.15446834055055636, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.7230283878743649, "total_loss": 1.6359587352144445} {"data_time": 0.010864262469112873, "eta_seconds": 118114.61684256513, "iteration": 107979, "loss_fcos_cls": 0.24967250181362033, "loss_fcos_ctr": 0.617459031753242, "loss_fcos_loc": 0.19265595520846546, "loss_mask": 0.2711331956088543, "loss_maskiou": 0.0060174977843416855, "loss_sem_seg": 0.30614308919757605, "lr": 0.01, "mask_rcnn/accuracy": 0.877184354906346, "mask_rcnn/false_negative": 0.09127418972750992, "mask_rcnn/false_positive": 0.13027316194022903, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.0, "time": 0.7315129917114973, "total_loss": 1.6500327737885527} {"data_time": 0.009474510326981544, "eta_seconds": 118071.87416758016, "iteration": 107999, "loss_fcos_cls": 0.26745888590812683, "loss_fcos_ctr": 0.6212670230306685, "loss_fcos_loc": 0.1955233021872118, "loss_mask": 0.26565495133399963, "loss_maskiou": 0.005917965238040779, "loss_sem_seg": 0.2661359943449497, "lr": 0.01, "mask_rcnn/accuracy": 0.8815458615878784, "mask_rcnn/false_negative": 0.11152711379781287, "mask_rcnn/false_positive": 0.13904799460829262, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.0, "time": 0.7282203212380409, "total_loss": 1.6249198566292762} {"data_time": 0.009881824254989624, "eta_seconds": 118029.42175488267, "iteration": 108019, "loss_fcos_cls": 0.25823858461808413, "loss_fcos_ctr": 0.6201837928965688, "loss_fcos_loc": 0.20156887522898614, "loss_mask": 0.2729769479483366, "loss_maskiou": 0.006077518628444523, "loss_sem_seg": 0.2779435215052217, "lr": 0.01, "mask_rcnn/accuracy": 0.8815401340911545, "mask_rcnn/false_negative": 0.09060832535782172, "mask_rcnn/false_positive": 0.14653422813635542, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.5, "time": 0.712998635135591, "total_loss": 1.6584198856726289} {"data_time": 0.009968827478587627, "eta_seconds": 118014.8485121252, "iteration": 108039, "loss_fcos_cls": 0.26171937631443143, "loss_fcos_ctr": 0.6211034059524536, "loss_fcos_loc": 0.2026449099648744, "loss_mask": 0.2688632598146796, "loss_maskiou": 0.005356156601919793, "loss_sem_seg": 0.29154922580346465, "lr": 0.01, "mask_rcnn/accuracy": 0.8800358893557423, "mask_rcnn/false_negative": 0.09473598488803855, "mask_rcnn/false_positive": 0.140672845402521, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7227628100663424, "total_loss": 1.6422828539434704} {"data_time": 0.009793130680918694, "eta_seconds": 118013.97313147411, "iteration": 108059, "loss_fcos_cls": 0.25912833446636796, "loss_fcos_ctr": 0.6181788761168718, "loss_fcos_loc": 0.19431925122626126, "loss_mask": 0.2680048570036888, "loss_maskiou": 0.005549985919060418, "loss_sem_seg": 0.314269638620317, "lr": 0.01, "mask_rcnn/accuracy": 0.900207745699906, "mask_rcnn/false_negative": 0.08126504952574728, "mask_rcnn/false_positive": 0.11274669149019334, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7348992796614766, "total_loss": 1.6694523684491287} {"data_time": 0.01005234569311142, "eta_seconds": 118013.56742914394, "iteration": 108079, "loss_fcos_cls": 0.25183537672273815, "loss_fcos_ctr": 0.6192930638790131, "loss_fcos_loc": 0.1950432639569044, "loss_mask": 0.2685396336019039, "loss_maskiou": 0.006092096213251352, "loss_sem_seg": 0.29180669831112027, "lr": 0.01, "mask_rcnn/accuracy": 0.884552626606198, "mask_rcnn/false_negative": 0.09759482352503554, "mask_rcnn/false_positive": 0.12610929199555648, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.5, "time": 0.7200008574873209, "total_loss": 1.6252798329769576} {"data_time": 0.01038273237645626, "eta_seconds": 118052.45730773639, "iteration": 108099, "loss_fcos_cls": 0.26326589565724134, "loss_fcos_ctr": 0.6235171426087618, "loss_fcos_loc": 0.1995238249655813, "loss_mask": 0.26811994053423405, "loss_maskiou": 0.005266907581244595, "loss_sem_seg": 0.28117046505212784, "lr": 0.01, "mask_rcnn/accuracy": 0.8974178426674773, "mask_rcnn/false_negative": 0.08088685172186777, "mask_rcnn/false_positive": 0.12613939210576683, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.0, "time": 0.7503091506659985, "total_loss": 1.6446141978958622} {"data_time": 0.010556223802268505, "eta_seconds": 118100.45033970289, "iteration": 108119, "loss_fcos_cls": 0.2557817902415991, "loss_fcos_ctr": 0.6201138067990541, "loss_fcos_loc": 0.19177407189272344, "loss_mask": 0.25524598034098744, "loss_maskiou": 0.005228115187492222, "loss_sem_seg": 0.3119212540332228, "lr": 0.01, "mask_rcnn/accuracy": 0.8789870662148537, "mask_rcnn/false_negative": 0.08329151742386905, "mask_rcnn/false_positive": 0.16277078117206067, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.75, "time": 0.7459084633737803, "total_loss": 1.6544541484436195} {"data_time": 0.010617904365062714, "eta_seconds": 118060.10667988844, "iteration": 108139, "loss_fcos_cls": 0.2566138209658675, "loss_fcos_ctr": 0.6185190761461854, "loss_fcos_loc": 0.19255351438187063, "loss_mask": 0.26026565954089165, "loss_maskiou": 0.006074004631955177, "loss_sem_seg": 0.3270634077489376, "lr": 0.01, "mask_rcnn/accuracy": 0.8928679348451709, "mask_rcnn/false_negative": 0.09621920742282172, "mask_rcnn/false_positive": 0.12311405968158695, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7293428014963865, "total_loss": 1.6648969945672434} {"data_time": 0.011552935466170311, "eta_seconds": 118008.70743936952, "iteration": 108159, "loss_fcos_cls": 0.27042909199371934, "loss_fcos_ctr": 0.619822314940393, "loss_fcos_loc": 0.1985722559329588, "loss_mask": 0.2675963155925274, "loss_maskiou": 0.005452794561279006, "loss_sem_seg": 0.3588693914934993, "lr": 0.01, "mask_rcnn/accuracy": 0.8679846938775511, "mask_rcnn/false_negative": 0.09203908804749757, "mask_rcnn/false_positive": 0.14780252047645365, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.7219721851870418, "total_loss": 1.725844734650309} {"data_time": 0.010238233022391796, "eta_seconds": 117940.68400609866, "iteration": 108179, "loss_fcos_cls": 0.2661694176495075, "loss_fcos_ctr": 0.6205986016429961, "loss_fcos_loc": 0.20117036357987672, "loss_mask": 0.26758446218445897, "loss_maskiou": 0.006327941664494574, "loss_sem_seg": 0.26766933500766754, "lr": 0.01, "mask_rcnn/accuracy": 0.8715914397795732, "mask_rcnn/false_negative": 0.08523403457577511, "mask_rcnn/false_positive": 0.17437005208372414, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.7314753821119666, "total_loss": 1.6411085837171413} {"data_time": 0.009149648249149323, "eta_seconds": 117970.28705364186, "iteration": 108199, "loss_fcos_cls": 0.26704578404314816, "loss_fcos_ctr": 0.6229240125976503, "loss_fcos_loc": 0.1994671009015292, "loss_mask": 0.2627285374328494, "loss_maskiou": 0.005558169912546873, "loss_sem_seg": 0.307759121991694, "lr": 0.01, "mask_rcnn/accuracy": 0.8788340941215196, "mask_rcnn/false_negative": 0.08044939737373544, "mask_rcnn/false_positive": 0.1819558103267574, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7475234167650342, "total_loss": 1.64262985995083} {"data_time": 0.009691573679447174, "eta_seconds": 117848.97775351256, "iteration": 108219, "loss_fcos_cls": 0.25594138668384403, "loss_fcos_ctr": 0.6187939923256636, "loss_fcos_loc": 0.1889631225494668, "loss_mask": 0.27095895633101463, "loss_maskiou": 0.005496800535183866, "loss_sem_seg": 0.308409753954038, "lr": 0.01, "mask_rcnn/accuracy": 0.8769111994073544, "mask_rcnn/false_negative": 0.10385574103980937, "mask_rcnn/false_positive": 0.1416050062055656, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7174522103741765, "total_loss": 1.6344992649283085} {"data_time": 0.009306508116424084, "eta_seconds": 117703.681718342, "iteration": 108239, "loss_fcos_cls": 0.24863788671791553, "loss_fcos_ctr": 0.6179435197263956, "loss_fcos_loc": 0.18651261425111443, "loss_mask": 0.26470933202654123, "loss_maskiou": 0.005276514930301346, "loss_sem_seg": 0.277085242792964, "lr": 0.01, "mask_rcnn/accuracy": 0.8588194950599287, "mask_rcnn/false_negative": 0.1049959128747987, "mask_rcnn/false_positive": 0.1604683513687808, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.25, "time": 0.7192923435941339, "total_loss": 1.6256330829201033} {"data_time": 0.009269963949918747, "eta_seconds": 117661.01914668176, "iteration": 108259, "loss_fcos_cls": 0.24858704395592213, "loss_fcos_ctr": 0.6190972779877484, "loss_fcos_loc": 0.19453029381111264, "loss_mask": 0.26263010408729315, "loss_maskiou": 0.005690702695574146, "loss_sem_seg": 0.29106988245621324, "lr": 0.01, "mask_rcnn/accuracy": 0.8802727547278733, "mask_rcnn/false_negative": 0.09630284755700809, "mask_rcnn/false_positive": 0.12496447230855473, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.75, "time": 0.7412616750225425, "total_loss": 1.6275956825338653} {"data_time": 0.010387517511844635, "eta_seconds": 117646.46983399708, "iteration": 108279, "loss_fcos_cls": 0.2548689008690417, "loss_fcos_ctr": 0.6196448896080256, "loss_fcos_loc": 0.2000867126043886, "loss_mask": 0.26788923516869545, "loss_maskiou": 0.006203761594406387, "loss_sem_seg": 0.2810519370250404, "lr": 0.01, "mask_rcnn/accuracy": 0.8660837431518918, "mask_rcnn/false_negative": 0.10931038757961192, "mask_rcnn/false_positive": 0.1271065662686907, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.5, "time": 0.7247310383245349, "total_loss": 1.6396901259431615} {"data_time": 0.010390853509306908, "eta_seconds": 117616.18582121469, "iteration": 108299, "loss_fcos_cls": 0.24599944474175572, "loss_fcos_ctr": 0.6183422617614269, "loss_fcos_loc": 0.18900858919369057, "loss_mask": 0.25847016368061304, "loss_maskiou": 0.004973530049028341, "loss_sem_seg": 0.2835937333293259, "lr": 0.01, "mask_rcnn/accuracy": 0.874017934602991, "mask_rcnn/false_negative": 0.08509598376595061, "mask_rcnn/false_positive": 0.1304222775852535, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7204810995608568, "total_loss": 1.6101413647993468} {"data_time": 0.009877761825919151, "eta_seconds": 117639.26934460644, "iteration": 108319, "loss_fcos_cls": 0.25468406337313354, "loss_fcos_ctr": 0.6215825476683676, "loss_fcos_loc": 0.19324190553743392, "loss_mask": 0.27274610847234726, "loss_maskiou": 0.00533275019552093, "loss_sem_seg": 0.27864742651581764, "lr": 0.01, "mask_rcnn/accuracy": 0.8852391143723407, "mask_rcnn/false_negative": 0.08195576929443488, "mask_rcnn/false_positive": 0.1398120471845833, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.0, "time": 0.7407408906146884, "total_loss": 1.609857628660393} {"data_time": 0.010319292545318604, "eta_seconds": 117792.72619872261, "iteration": 108339, "loss_fcos_cls": 0.2585842071566731, "loss_fcos_ctr": 0.6226271400228143, "loss_fcos_loc": 0.2017146146390587, "loss_mask": 0.2686110585927963, "loss_maskiou": 0.0056580121599836275, "loss_sem_seg": 0.3125108331441879, "lr": 0.01, "mask_rcnn/accuracy": 0.8851905762304921, "mask_rcnn/false_negative": 0.0912114639117807, "mask_rcnn/false_positive": 0.15270651169763744, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.0, "time": 0.7407579123973846, "total_loss": 1.6894019248866243} {"data_time": 0.010684434324502945, "eta_seconds": 117795.34911445901, "iteration": 108359, "loss_fcos_cls": 0.2576271570287645, "loss_fcos_ctr": 0.6198423160240054, "loss_fcos_loc": 0.191123990342021, "loss_mask": 0.27883190428838134, "loss_maskiou": 0.005513572381460108, "loss_sem_seg": 0.304955015424639, "lr": 0.01, "mask_rcnn/accuracy": 0.870746454974684, "mask_rcnn/false_negative": 0.08130131039815582, "mask_rcnn/false_positive": 0.16398692723625302, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.5, "time": 0.7318187765777111, "total_loss": 1.6490698085035547} {"data_time": 0.009892910718917847, "eta_seconds": 117694.91292499937, "iteration": 108379, "loss_fcos_cls": 0.260109874419868, "loss_fcos_ctr": 0.6176052107475698, "loss_fcos_loc": 0.19023150636348873, "loss_mask": 0.2588325431570411, "loss_maskiou": 0.00511884740262758, "loss_sem_seg": 0.27934794849716127, "lr": 0.01, "mask_rcnn/accuracy": 0.8916930787466502, "mask_rcnn/false_negative": 0.07830275973496204, "mask_rcnn/false_positive": 0.12075682586550018, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.25, "time": 0.729586448520422, "total_loss": 1.61837448082224} {"data_time": 0.00880126841366291, "eta_seconds": 117680.34861554392, "iteration": 108399, "loss_fcos_cls": 0.2527304633986205, "loss_fcos_ctr": 0.6198994880542159, "loss_fcos_loc": 0.1971086801495403, "loss_mask": 0.2674207417294383, "loss_maskiou": 0.005535518022952601, "loss_sem_seg": 0.282828111667186, "lr": 0.01, "mask_rcnn/accuracy": 0.8860314800406967, "mask_rcnn/false_negative": 0.08724052114742756, "mask_rcnn/false_positive": 0.13201218816338606, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.25, "time": 0.7287104306742549, "total_loss": 1.6263196888321545} {"data_time": 0.009051116183400154, "eta_seconds": 117765.76379078999, "iteration": 108419, "loss_fcos_cls": 0.25254421832505614, "loss_fcos_ctr": 0.619224427267909, "loss_fcos_loc": 0.18705497169867158, "loss_mask": 0.2558050947263837, "loss_maskiou": 0.005211134768615011, "loss_sem_seg": 0.2965782389510423, "lr": 0.01, "mask_rcnn/accuracy": 0.8988141966749589, "mask_rcnn/false_negative": 0.08923410489158237, "mask_rcnn/false_positive": 0.11794970880201253, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.75, "time": 0.7450407715514302, "total_loss": 1.611705281349714} {"data_time": 0.010052773170173168, "eta_seconds": 117795.30130637903, "iteration": 108439, "loss_fcos_cls": 0.25744125759229064, "loss_fcos_ctr": 0.6217008004896343, "loss_fcos_loc": 0.19844814285170287, "loss_mask": 0.2784805279225111, "loss_maskiou": 0.005890690074011218, "loss_sem_seg": 0.32555546751245856, "lr": 0.01, "mask_rcnn/accuracy": 0.8841235850708847, "mask_rcnn/false_negative": 0.08122690173203054, "mask_rcnn/false_positive": 0.13343346336028794, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.25, "time": 0.7449937630444765, "total_loss": 1.68072815387859} {"data_time": 0.01014708448201418, "eta_seconds": 117745.5516241556, "iteration": 108459, "loss_fcos_cls": 0.26124114787671715, "loss_fcos_ctr": 0.6185583490878344, "loss_fcos_loc": 0.1953967777080834, "loss_mask": 0.2622842090204358, "loss_maskiou": 0.005481455373228528, "loss_sem_seg": 0.2877130201086402, "lr": 0.01, "mask_rcnn/accuracy": 0.8751891056578556, "mask_rcnn/false_negative": 0.1055245840120198, "mask_rcnn/false_positive": 0.13547490685681612, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.25, "time": 0.7407369604334235, "total_loss": 1.6377832644539012} {"data_time": 0.010244225151836872, "eta_seconds": 117746.99804118928, "iteration": 108479, "loss_fcos_cls": 0.2699647799599916, "loss_fcos_ctr": 0.6205014702863991, "loss_fcos_loc": 0.19770050374791026, "loss_mask": 0.2742483615875244, "loss_maskiou": 0.005989172146655619, "loss_sem_seg": 0.2690055212005973, "lr": 0.01, "mask_rcnn/accuracy": 0.8803348103178553, "mask_rcnn/false_negative": 0.08511799367020056, "mask_rcnn/false_positive": 0.14473316519036186, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.0, "time": 0.7186291795223951, "total_loss": 1.6185257686229306} {"data_time": 0.010829518549144268, "eta_seconds": 117755.89704220183, "iteration": 108499, "loss_fcos_cls": 0.2555922055616975, "loss_fcos_ctr": 0.6199310626834631, "loss_fcos_loc": 0.19975497317500412, "loss_mask": 0.2752948347479105, "loss_maskiou": 0.00594170369731728, "loss_sem_seg": 0.3082582112401724, "lr": 0.01, "mask_rcnn/accuracy": 0.897318425015218, "mask_rcnn/false_negative": 0.08882718106335434, "mask_rcnn/false_positive": 0.1431018737260515, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 23.0, "time": 0.7383913034573197, "total_loss": 1.6661013163102325} {"data_time": 0.009544079191982746, "eta_seconds": 117717.83848966565, "iteration": 108519, "loss_fcos_cls": 0.23480996140278876, "loss_fcos_ctr": 0.6203666320070624, "loss_fcos_loc": 0.1933539038291201, "loss_mask": 0.2710837610065937, "loss_maskiou": 0.0053615792421624064, "loss_sem_seg": 0.24463707394897938, "lr": 0.01, "mask_rcnn/accuracy": 0.8939252087748328, "mask_rcnn/false_negative": 0.09762494942058032, "mask_rcnn/false_positive": 0.10940561425171524, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7169253192842007, "total_loss": 1.5793718518252717} {"data_time": 0.009963133372366428, "eta_seconds": 117726.7316755373, "iteration": 108539, "loss_fcos_cls": 0.25718220695853233, "loss_fcos_ctr": 0.621079545468092, "loss_fcos_loc": 0.19969604525249451, "loss_mask": 0.2520042657852173, "loss_maskiou": 0.0062702347204321995, "loss_sem_seg": 0.2673567566089332, "lr": 0.01, "mask_rcnn/accuracy": 0.8913236111659364, "mask_rcnn/false_negative": 0.0788074411789631, "mask_rcnn/false_positive": 0.12049071744719107, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.75, "time": 0.7236392749473453, "total_loss": 1.6011879459256306} {"data_time": 0.010344437323510647, "eta_seconds": 117658.5354374228, "iteration": 108559, "loss_fcos_cls": 0.2598852819064632, "loss_fcos_ctr": 0.6221986077725887, "loss_fcos_loc": 0.20189133886015043, "loss_mask": 0.2616175692528486, "loss_maskiou": 0.005378133089834591, "loss_sem_seg": 0.2690826670732349, "lr": 0.01, "mask_rcnn/accuracy": 0.8932563591474325, "mask_rcnn/false_negative": 0.08866188485410935, "mask_rcnn/false_positive": 0.1265379861528975, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.5, "time": 0.7232153918594122, "total_loss": 1.6315873760358954} {"data_time": 0.010273333638906479, "eta_seconds": 117643.95939596649, "iteration": 108579, "loss_fcos_cls": 0.24986339639872313, "loss_fcos_ctr": 0.6194368740543723, "loss_fcos_loc": 0.19142781058326364, "loss_mask": 0.25587853137403727, "loss_maskiou": 0.005154532591404859, "loss_sem_seg": 0.30685483128763735, "lr": 0.01, "mask_rcnn/accuracy": 0.8889198632173655, "mask_rcnn/false_negative": 0.08378909214011088, "mask_rcnn/false_positive": 0.14090607713377912, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7311079865321517, "total_loss": 1.647841304387839} {"data_time": 0.010219098068773746, "eta_seconds": 117682.98362554051, "iteration": 108599, "loss_fcos_cls": 0.25924138515256345, "loss_fcos_ctr": 0.6230331035330892, "loss_fcos_loc": 0.19787145918235183, "loss_mask": 0.26253031846135855, "loss_maskiou": 0.0054991277429508045, "loss_sem_seg": 0.2783375261351466, "lr": 0.01, "mask_rcnn/accuracy": 0.875586341873706, "mask_rcnn/false_negative": 0.10493839356275594, "mask_rcnn/false_positive": 0.15084753676000717, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.5, "time": 0.7453145449981093, "total_loss": 1.6388619350618683} {"data_time": 0.010293569415807724, "eta_seconds": 117614.80731305387, "iteration": 108619, "loss_fcos_cls": 0.26787062431685627, "loss_fcos_ctr": 0.6200792845338583, "loss_fcos_loc": 0.19772412325255573, "loss_mask": 0.27428834326565266, "loss_maskiou": 0.006149168781121261, "loss_sem_seg": 0.2821870972402394, "lr": 0.01, "mask_rcnn/accuracy": 0.8850274725274725, "mask_rcnn/false_negative": 0.09116718777055068, "mask_rcnn/false_positive": 0.12334428414979506, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 25.5, "time": 0.7238417202606797, "total_loss": 1.6822695896808} {"data_time": 0.009761260822415352, "eta_seconds": 117558.38589423895, "iteration": 108639, "loss_fcos_cls": 0.23636610293760896, "loss_fcos_ctr": 0.6185736134648323, "loss_fcos_loc": 0.19229209958575666, "loss_mask": 0.25973342824727297, "loss_maskiou": 0.00514708202535985, "loss_sem_seg": 0.29952569655142725, "lr": 0.01, "mask_rcnn/accuracy": 0.8740443072955049, "mask_rcnn/false_negative": 0.10136819289131214, "mask_rcnn/false_positive": 0.14117619154562566, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7328699277713895, "total_loss": 1.6371740661707008} {"data_time": 0.009751804172992706, "eta_seconds": 117435.4082380766, "iteration": 108659, "loss_fcos_cls": 0.2620572041487321, "loss_fcos_ctr": 0.621378025971353, "loss_fcos_loc": 0.20213390735443681, "loss_mask": 0.2788420869037509, "loss_maskiou": 0.00588830900596804, "loss_sem_seg": 0.28291552886366844, "lr": 0.01, "mask_rcnn/accuracy": 0.8596560002562106, "mask_rcnn/false_negative": 0.11929145620163092, "mask_rcnn/false_positive": 0.15479726617306488, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 38.25, "time": 0.7344560036435723, "total_loss": 1.6603042284405092} {"data_time": 0.010068188421428204, "eta_seconds": 117598.63370138034, "iteration": 108679, "loss_fcos_cls": 0.2615913772024214, "loss_fcos_ctr": 0.6195380128920078, "loss_fcos_loc": 0.18884774972684681, "loss_mask": 0.26166047621518373, "loss_maskiou": 0.005585159582551569, "loss_sem_seg": 0.29190344689413905, "lr": 0.01, "mask_rcnn/accuracy": 0.8890179206010762, "mask_rcnn/false_negative": 0.09723111962988017, "mask_rcnn/false_positive": 0.12038794863526077, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7455715145915747, "total_loss": 1.654438051093166} {"data_time": 0.009580184705555439, "eta_seconds": 117514.67332953215, "iteration": 108699, "loss_fcos_cls": 0.2545075259404257, "loss_fcos_ctr": 0.619020767044276, "loss_fcos_loc": 0.19367481773952022, "loss_mask": 0.26343422941863537, "loss_maskiou": 0.0053383388640213525, "loss_sem_seg": 0.28937519481405616, "lr": 0.01, "mask_rcnn/accuracy": 0.8938136710629223, "mask_rcnn/false_negative": 0.09771371849227665, "mask_rcnn/false_positive": 0.1194273232511504, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.75, "time": 0.722310503013432, "total_loss": 1.647608074476011} {"data_time": 0.010242440737783909, "eta_seconds": 117587.72449933644, "iteration": 108719, "loss_fcos_cls": 0.25408253795467317, "loss_fcos_ctr": 0.619155190885067, "loss_fcos_loc": 0.20170020079240203, "loss_mask": 0.2598193930462003, "loss_maskiou": 0.004706376857939176, "loss_sem_seg": 0.26966819632798433, "lr": 0.01, "mask_rcnn/accuracy": 0.8893090534085974, "mask_rcnn/false_negative": 0.10533712807557552, "mask_rcnn/false_positive": 0.14664189542308725, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7316515808925033, "total_loss": 1.6110326870330027} {"data_time": 0.010927127674221992, "eta_seconds": 117485.53161972761, "iteration": 108739, "loss_fcos_cls": 0.24965094710933045, "loss_fcos_ctr": 0.6170779643580317, "loss_fcos_loc": 0.19213671539910138, "loss_mask": 0.26912737265229225, "loss_maskiou": 0.005458863481180742, "loss_sem_seg": 0.29762288788333535, "lr": 0.01, "mask_rcnn/accuracy": 0.8737493394793815, "mask_rcnn/false_negative": 0.09744923227181551, "mask_rcnn/false_positive": 0.14854211580824628, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7220566514879465, "total_loss": 1.6386519646184752} {"data_time": 0.010060018859803677, "eta_seconds": 117312.04913484491, "iteration": 108759, "loss_fcos_cls": 0.2663499070331454, "loss_fcos_ctr": 0.6193796135485172, "loss_fcos_loc": 0.20043573749717325, "loss_mask": 0.2613894487731159, "loss_maskiou": 0.005443031441245694, "loss_sem_seg": 0.30521537689492106, "lr": 0.01, "mask_rcnn/accuracy": 0.877879319341373, "mask_rcnn/false_negative": 0.08652516142626086, "mask_rcnn/false_positive": 0.16358979736471835, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.7212221091613173, "total_loss": 1.6575045111167128} {"data_time": 0.01037827879190445, "eta_seconds": 117347.25068247132, "iteration": 108779, "loss_fcos_cls": 0.26639149244874716, "loss_fcos_ctr": 0.6187505275011063, "loss_fcos_loc": 0.20107952307444066, "loss_mask": 0.27042640093714, "loss_maskiou": 0.005766835070971865, "loss_sem_seg": 0.29271969199180603, "lr": 0.01, "mask_rcnn/accuracy": 0.8751361431669442, "mask_rcnn/false_negative": 0.10341230170854143, "mask_rcnn/false_positive": 0.13939483402888297, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7307462468743324, "total_loss": 1.715566916642274} {"data_time": 0.010455627925693989, "eta_seconds": 117511.15695598349, "iteration": 108799, "loss_fcos_cls": 0.2653719363734126, "loss_fcos_ctr": 0.621531359385699, "loss_fcos_loc": 0.2010559719055891, "loss_mask": 0.26732113398611546, "loss_maskiou": 0.005703346541849896, "loss_sem_seg": 0.3175673038349487, "lr": 0.01, "mask_rcnn/accuracy": 0.8723309534852902, "mask_rcnn/false_negative": 0.07929954357674644, "mask_rcnn/false_positive": 0.17964752372986884, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7464147033169866, "total_loss": 1.6802150420553517} {"data_time": 0.010324377566576004, "eta_seconds": 117401.49341928307, "iteration": 108819, "loss_fcos_cls": 0.2521242646034807, "loss_fcos_ctr": 0.620803885627538, "loss_fcos_loc": 0.19604940433055162, "loss_mask": 0.26065333280712366, "loss_maskiou": 0.005584557540714741, "loss_sem_seg": 0.29539186833426356, "lr": 0.01, "mask_rcnn/accuracy": 0.9021961026425311, "mask_rcnn/false_negative": 0.09590047165886176, "mask_rcnn/false_positive": 0.10993447354386929, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.5, "time": 0.7011971976608038, "total_loss": 1.6440374591911677} {"data_time": 0.010214542970061302, "eta_seconds": 117500.23417536821, "iteration": 108839, "loss_fcos_cls": 0.24778076098300517, "loss_fcos_ctr": 0.6210982361808419, "loss_fcos_loc": 0.20057327131507918, "loss_mask": 0.26565205212682486, "loss_maskiou": 0.005390976861235686, "loss_sem_seg": 0.31957960641011596, "lr": 0.01, "mask_rcnn/accuracy": 0.8809409909998815, "mask_rcnn/false_negative": 0.10426045007587861, "mask_rcnn/false_positive": 0.1264981964230072, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.25, "time": 0.7300532972440124, "total_loss": 1.6486539800534956} {"data_time": 0.010168123990297318, "eta_seconds": 117454.34981735982, "iteration": 108859, "loss_fcos_cls": 0.2720761727541685, "loss_fcos_ctr": 0.6212454061023891, "loss_fcos_loc": 0.20591577584855258, "loss_mask": 0.2749452656134963, "loss_maskiou": 0.006157691401313059, "loss_sem_seg": 0.30464962928090245, "lr": 0.01, "mask_rcnn/accuracy": 0.8844554125998225, "mask_rcnn/false_negative": 0.10284564023724216, "mask_rcnn/false_positive": 0.14961756419818767, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.75, "time": 0.7262471364811063, "total_loss": 1.6997409333998803} {"data_time": 0.00985024031251669, "eta_seconds": 117443.22566207685, "iteration": 108879, "loss_fcos_cls": 0.2570075071416795, "loss_fcos_ctr": 0.623071176931262, "loss_fcos_loc": 0.18389679910615087, "loss_mask": 0.27235240768641233, "loss_maskiou": 0.005961281443887856, "loss_sem_seg": 0.300688715884462, "lr": 0.01, "mask_rcnn/accuracy": 0.8760820339371704, "mask_rcnn/false_negative": 0.09950529781070694, "mask_rcnn/false_positive": 0.1386330621964033, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7256398526951671, "total_loss": 1.6710100308337132} {"data_time": 0.01039391104131937, "eta_seconds": 117368.96478050947, "iteration": 108899, "loss_fcos_cls": 0.26972940005362034, "loss_fcos_ctr": 0.6181965637952089, "loss_fcos_loc": 0.19992551440373063, "loss_mask": 0.28129310393705964, "loss_maskiou": 0.00613883256301051, "loss_sem_seg": 0.27229519840329885, "lr": 0.01, "mask_rcnn/accuracy": 0.8933241501542477, "mask_rcnn/false_negative": 0.09583174606512698, "mask_rcnn/false_positive": 0.13813685939168993, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.0, "time": 0.7233863826841116, "total_loss": 1.6493897134641884} {"data_time": 0.011068088002502918, "eta_seconds": 117354.3939256072, "iteration": 108919, "loss_fcos_cls": 0.26650603383313864, "loss_fcos_ctr": 0.6177955074235797, "loss_fcos_loc": 0.19868416973622516, "loss_mask": 0.257461816072464, "loss_maskiou": 0.0056848200256354176, "loss_sem_seg": 0.31777102779597044, "lr": 0.01, "mask_rcnn/accuracy": 0.8838283527696793, "mask_rcnn/false_negative": 0.10461299893777368, "mask_rcnn/false_positive": 0.14571874807643884, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.0, "time": 0.719891139306128, "total_loss": 1.635867939075979} {"data_time": 0.009140945971012115, "eta_seconds": 117339.82307070494, "iteration": 108939, "loss_fcos_cls": 0.272516900440678, "loss_fcos_ctr": 0.6192065505310893, "loss_fcos_loc": 0.194420249434188, "loss_mask": 0.28735145553946495, "loss_maskiou": 0.005948980659013614, "loss_sem_seg": 0.2921120203100145, "lr": 0.01, "mask_rcnn/accuracy": 0.8774170382438691, "mask_rcnn/false_negative": 0.09645660944348602, "mask_rcnn/false_positive": 0.13689135270035951, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.25, "time": 0.7584469895809889, "total_loss": 1.6694576973386575} {"data_time": 0.01070465985685587, "eta_seconds": 117312.39928387012, "iteration": 108959, "loss_fcos_cls": 0.2509005223400891, "loss_fcos_ctr": 0.6190324695780873, "loss_fcos_loc": 0.1903575168689713, "loss_mask": 0.2750663021579385, "loss_maskiou": 0.005899437688640319, "loss_sem_seg": 0.2831135226879269, "lr": 0.01, "mask_rcnn/accuracy": 0.8973964841038456, "mask_rcnn/false_negative": 0.0868620989225056, "mask_rcnn/false_positive": 0.12666861010096636, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7177451038733125, "total_loss": 1.65168816321966} {"data_time": 0.009345789439976215, "eta_seconds": 117243.23303066939, "iteration": 108979, "loss_fcos_cls": 0.24928115028887987, "loss_fcos_ctr": 0.6196218114346266, "loss_fcos_loc": 0.1960084883030504, "loss_mask": 0.2651433888822794, "loss_maskiou": 0.00504879076834186, "loss_sem_seg": 0.2793923681601882, "lr": 0.01, "mask_rcnn/accuracy": 0.8870562914367199, "mask_rcnn/false_negative": 0.0910780607116633, "mask_rcnn/false_positive": 0.1310278450597575, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.75, "time": 0.7258286410942674, "total_loss": 1.6094843725877581} {"data_time": 0.01095922663807869, "eta_seconds": 117211.96470748074, "iteration": 108999, "loss_fcos_cls": 0.2596605324652046, "loss_fcos_ctr": 0.6217990908771753, "loss_fcos_loc": 0.19768385885981843, "loss_mask": 0.2714664116501808, "loss_maskiou": 0.005117922177305445, "loss_sem_seg": 0.336763140745461, "lr": 0.01, "mask_rcnn/accuracy": 0.8969084084307185, "mask_rcnn/false_negative": 0.07472416246018289, "mask_rcnn/false_positive": 0.12817808669113992, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.7120610419660807, "total_loss": 1.6913697021373082} {"data_time": 0.010404757224023342, "eta_seconds": 117206.39637149032, "iteration": 109019, "loss_fcos_cls": 0.25508774491027, "loss_fcos_ctr": 0.621714155189693, "loss_fcos_loc": 0.19535860902396962, "loss_mask": 0.27401540242135525, "loss_maskiou": 0.005409313118434511, "loss_sem_seg": 0.28405637515243143, "lr": 0.01, "mask_rcnn/accuracy": 0.8753217963386728, "mask_rcnn/false_negative": 0.10512746536969941, "mask_rcnn/false_positive": 0.13789313592758623, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.7224906729534268, "total_loss": 1.6261727225792129} {"data_time": 0.009761163964867592, "eta_seconds": 117211.05992564745, "iteration": 109039, "loss_fcos_cls": 0.27152640162967145, "loss_fcos_ctr": 0.6202274444513023, "loss_fcos_loc": 0.20573622989468277, "loss_mask": 0.2727443757466972, "loss_maskiou": 0.005671113527569105, "loss_sem_seg": 0.3325457819737494, "lr": 0.01, "mask_rcnn/accuracy": 0.8916733245496, "mask_rcnn/false_negative": 0.09332891755203579, "mask_rcnn/false_positive": 0.12754126208435743, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.75, "time": 0.7357430038973689, "total_loss": 1.6892721052718116} {"data_time": 0.010554194450378418, "eta_seconds": 117177.27333302703, "iteration": 109059, "loss_fcos_cls": 0.24186190869659185, "loss_fcos_ctr": 0.6169259594753385, "loss_fcos_loc": 0.19206357386428863, "loss_mask": 0.25940600130707026, "loss_maskiou": 0.004670514113968238, "loss_sem_seg": 0.2684628351125866, "lr": 0.01, "mask_rcnn/accuracy": 0.8881444683136412, "mask_rcnn/false_negative": 0.10122179218139596, "mask_rcnn/false_positive": 0.12833894582316, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.5, "time": 0.7218789551407099, "total_loss": 1.5862807554294704} {"data_time": 0.01009438931941986, "eta_seconds": 117181.93210961111, "iteration": 109079, "loss_fcos_cls": 0.25353148131398484, "loss_fcos_ctr": 0.6210742108523846, "loss_fcos_loc": 0.19869952707085758, "loss_mask": 0.2792268469929695, "loss_maskiou": 0.0056726411276031286, "loss_sem_seg": 0.28220874164253473, "lr": 0.01, "mask_rcnn/accuracy": 0.8873081539946805, "mask_rcnn/false_negative": 0.0936865488972671, "mask_rcnn/false_positive": 0.10903553607842548, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.5, "time": 0.7352414531633258, "total_loss": 1.6065994885429973} {"data_time": 0.010128169320523739, "eta_seconds": 117148.15029456373, "iteration": 109099, "loss_fcos_cls": 0.25986845733132213, "loss_fcos_ctr": 0.6235539615154266, "loss_fcos_loc": 0.19630982354283333, "loss_mask": 0.2710876539349556, "loss_maskiou": 0.005643559212330729, "loss_sem_seg": 0.31676936568692327, "lr": 0.01, "mask_rcnn/accuracy": 0.8879750175932442, "mask_rcnn/false_negative": 0.1047647921382289, "mask_rcnn/false_positive": 0.13339192626024887, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 24.75, "time": 0.7263214644044638, "total_loss": 1.6732390157376358} {"data_time": 0.009715680964291096, "eta_seconds": 117104.90356825478, "iteration": 109119, "loss_fcos_cls": 0.2576481888536364, "loss_fcos_ctr": 0.6224283631891012, "loss_fcos_loc": 0.1967076713917777, "loss_mask": 0.2683608210645616, "loss_maskiou": 0.005860186291101854, "loss_sem_seg": 0.2954486976377666, "lr": 0.01, "mask_rcnn/accuracy": 0.8760148015250055, "mask_rcnn/false_negative": 0.10249689903822104, "mask_rcnn/false_positive": 0.13493155267402634, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 24.25, "time": 0.7285319715738297, "total_loss": 1.657786083764222} {"data_time": 0.010408440604805946, "eta_seconds": 117119.02725610044, "iteration": 109139, "loss_fcos_cls": 0.26101043866947293, "loss_fcos_ctr": 0.6184514937922359, "loss_fcos_loc": 0.18766910629346967, "loss_mask": 0.2576289768330753, "loss_maskiou": 0.005363481759559363, "loss_sem_seg": 0.27910773921757936, "lr": 0.01, "mask_rcnn/accuracy": 0.9074456941867656, "mask_rcnn/false_negative": 0.08676868329931298, "mask_rcnn/false_positive": 0.10465730863367546, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.75, "time": 0.7337712338194251, "total_loss": 1.6023189013067167} {"data_time": 0.00913427583873272, "eta_seconds": 117166.70669715758, "iteration": 109159, "loss_fcos_cls": 0.25443519675172865, "loss_fcos_ctr": 0.6219423450529575, "loss_fcos_loc": 0.20247634168481454, "loss_mask": 0.2705365680158138, "loss_maskiou": 0.005501557818206493, "loss_sem_seg": 0.2786203343421221, "lr": 0.01, "mask_rcnn/accuracy": 0.9079410060982833, "mask_rcnn/false_negative": 0.08504628859348672, "mask_rcnn/false_positive": 0.11342039398154821, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7411886258050799, "total_loss": 1.6353589727950748} {"data_time": 0.009321878664195538, "eta_seconds": 117109.11256952025, "iteration": 109179, "loss_fcos_cls": 0.2566691469401121, "loss_fcos_ctr": 0.6198761155828834, "loss_fcos_loc": 0.19538649381138384, "loss_mask": 0.26606582943350077, "loss_maskiou": 0.0059433677306515165, "loss_sem_seg": 0.2935527367517352, "lr": 0.01, "mask_rcnn/accuracy": 0.8909340659340659, "mask_rcnn/false_negative": 0.08637884636695387, "mask_rcnn/false_positive": 0.14092759346095288, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.25, "time": 0.7262674765661359, "total_loss": 1.6413037136226194} {"data_time": 0.010013400577008724, "eta_seconds": 117094.54866150208, "iteration": 109199, "loss_fcos_cls": 0.24277675547637045, "loss_fcos_ctr": 0.6227710209786892, "loss_fcos_loc": 0.19098092196509242, "loss_mask": 0.26687241066247225, "loss_maskiou": 0.006122994767792989, "loss_sem_seg": 0.2867747424170375, "lr": 0.01, "mask_rcnn/accuracy": 0.8802775221494433, "mask_rcnn/false_negative": 0.08850652827682517, "mask_rcnn/false_positive": 0.13996717239548628, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7459682878106833, "total_loss": 1.6042257849767338} {"data_time": 0.01081409677863121, "eta_seconds": 117122.99892114382, "iteration": 109219, "loss_fcos_cls": 0.26072596199810505, "loss_fcos_ctr": 0.6184841198846698, "loss_fcos_loc": 0.18999440176412463, "loss_mask": 0.27722129691392183, "loss_maskiou": 0.005935853609116748, "loss_sem_seg": 0.2974856491200626, "lr": 0.01, "mask_rcnn/accuracy": 0.886314496820857, "mask_rcnn/false_negative": 0.09824939636071214, "mask_rcnn/false_positive": 0.11969688635339251, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.75, "time": 0.7372555267065763, "total_loss": 1.630511417213711} {"data_time": 0.009957500733435154, "eta_seconds": 117125.7862933036, "iteration": 109239, "loss_fcos_cls": 0.25792055076453835, "loss_fcos_ctr": 0.6203871546313167, "loss_fcos_loc": 0.1920403828844428, "loss_mask": 0.2706344248726964, "loss_maskiou": 0.005761877924669534, "loss_sem_seg": 0.2912845672108233, "lr": 0.01, "mask_rcnn/accuracy": 0.8922290507111936, "mask_rcnn/false_negative": 0.10166903609123068, "mask_rcnn/false_positive": 0.12931525752274517, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.7375481128692627, "total_loss": 1.6589534022059524} {"data_time": 0.009430190548300743, "eta_seconds": 117069.69091108814, "iteration": 109259, "loss_fcos_cls": 0.24381645675748587, "loss_fcos_ctr": 0.6221461016684771, "loss_fcos_loc": 0.19756764953490347, "loss_mask": 0.2689922684803605, "loss_maskiou": 0.005161395718459971, "loss_sem_seg": 0.28210557880811393, "lr": 0.01, "mask_rcnn/accuracy": 0.888182802883058, "mask_rcnn/false_negative": 0.10132969536498702, "mask_rcnn/false_positive": 0.11284626873598735, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.725070184096694, "total_loss": 1.6227302613624488} {"data_time": 0.009738966822624207, "eta_seconds": 117096.6434573438, "iteration": 109279, "loss_fcos_cls": 0.25684951851144433, "loss_fcos_ctr": 0.6203737179748714, "loss_fcos_loc": 0.19870099856052548, "loss_mask": 0.2736181253567338, "loss_maskiou": 0.005508618749445304, "loss_sem_seg": 0.3084511684719473, "lr": 0.01, "mask_rcnn/accuracy": 0.8747456460590102, "mask_rcnn/false_negative": 0.09039876349691803, "mask_rcnn/false_positive": 0.1596785568002964, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.25, "time": 0.7457477375864983, "total_loss": 1.6678442634947714} {"data_time": 0.009904659353196621, "eta_seconds": 117109.57707615942, "iteration": 109299, "loss_fcos_cls": 0.2664287150837481, "loss_fcos_ctr": 0.6201733644120395, "loss_fcos_loc": 0.19383251701947302, "loss_mask": 0.26258749701082706, "loss_maskiou": 0.005554777781071607, "loss_sem_seg": 0.29301975038833916, "lr": 0.01, "mask_rcnn/accuracy": 0.8855743910467413, "mask_rcnn/false_negative": 0.11774792856703223, "mask_rcnn/false_positive": 0.14295077568882453, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7346686031669378, "total_loss": 1.6519924376916606} {"data_time": 0.009866450913250446, "eta_seconds": 117062.39320877567, "iteration": 109319, "loss_fcos_cls": 0.25690768333151937, "loss_fcos_ctr": 0.6200767541304231, "loss_fcos_loc": 0.19883834989741445, "loss_mask": 0.2658461630344391, "loss_maskiou": 0.006185179852764122, "loss_sem_seg": 0.2781484657898545, "lr": 0.01, "mask_rcnn/accuracy": 0.8840257969349586, "mask_rcnn/false_negative": 0.0962493647554017, "mask_rcnn/false_positive": 0.12781347333964105, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 37.5, "time": 0.7179314363747835, "total_loss": 1.6351273404579842} {"data_time": 0.010503513738512993, "eta_seconds": 116992.60130537488, "iteration": 109339, "loss_fcos_cls": 0.24817644525319338, "loss_fcos_ctr": 0.618037449195981, "loss_fcos_loc": 0.1951610242249444, "loss_mask": 0.2664987714961171, "loss_maskiou": 0.005013665693695657, "loss_sem_seg": 0.2821004702709615, "lr": 0.01, "mask_rcnn/accuracy": 0.8825601605323959, "mask_rcnn/false_negative": 0.1025043504699726, "mask_rcnn/false_positive": 0.1270576969510072, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.0, "time": 0.7245288826525211, "total_loss": 1.6189215698195767} {"data_time": 0.010238043032586575, "eta_seconds": 116958.85054455232, "iteration": 109359, "loss_fcos_cls": 0.2611808852525428, "loss_fcos_ctr": 0.6201580855995417, "loss_fcos_loc": 0.1833198112435639, "loss_mask": 0.2618589960038662, "loss_maskiou": 0.005318880339473253, "loss_sem_seg": 0.27915902715176344, "lr": 0.01, "mask_rcnn/accuracy": 0.8731417327383916, "mask_rcnn/false_negative": 0.09811461433522761, "mask_rcnn/false_positive": 0.11691353264341744, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7158422702923417, "total_loss": 1.610718998752418} {"data_time": 0.00961223989725113, "eta_seconds": 116951.98348426074, "iteration": 109379, "loss_fcos_cls": 0.25405028904788196, "loss_fcos_ctr": 0.6209792736917734, "loss_fcos_loc": 0.1956083772238344, "loss_mask": 0.26403904613107443, "loss_maskiou": 0.005884482838155236, "loss_sem_seg": 0.2735877432860434, "lr": 0.01, "mask_rcnn/accuracy": 0.8921761900573038, "mask_rcnn/false_negative": 0.0876120535889093, "mask_rcnn/false_positive": 0.1241980194976172, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.75, "time": 0.7516749128699303, "total_loss": 1.6480208375360235} {"data_time": 0.01037603709846735, "eta_seconds": 116937.4210069403, "iteration": 109399, "loss_fcos_cls": 0.26695414260029793, "loss_fcos_ctr": 0.6196936396881938, "loss_fcos_loc": 0.19718194054439664, "loss_mask": 0.2799442643299699, "loss_maskiou": 0.005792127733002417, "loss_sem_seg": 0.309522612253204, "lr": 0.01, "mask_rcnn/accuracy": 0.8723218001448461, "mask_rcnn/false_negative": 0.12212374382116403, "mask_rcnn/false_positive": 0.13016125546255525, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.75, "time": 0.7252949317917228, "total_loss": 1.6867782252083998} {"data_time": 0.009705392643809319, "eta_seconds": 116886.53427001275, "iteration": 109419, "loss_fcos_cls": 0.26317515480332077, "loss_fcos_ctr": 0.6174363186582923, "loss_fcos_loc": 0.18654494802467525, "loss_mask": 0.26936410274356604, "loss_maskiou": 0.005480733496369794, "loss_sem_seg": 0.27525511267594993, "lr": 0.01, "mask_rcnn/accuracy": 0.8714887222741035, "mask_rcnn/false_negative": 0.09335017623571673, "mask_rcnn/false_positive": 0.1700498795612176, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.0, "time": 0.7242292929440737, "total_loss": 1.6299312189003103} {"data_time": 0.010180551558732986, "eta_seconds": 116825.11711999215, "iteration": 109439, "loss_fcos_cls": 0.24798457766883075, "loss_fcos_ctr": 0.6212384672835469, "loss_fcos_loc": 0.19274476810824126, "loss_mask": 0.2648486508987844, "loss_maskiou": 0.0050393847486702725, "loss_sem_seg": 0.3120131373871118, "lr": 0.01, "mask_rcnn/accuracy": 0.8815721480900052, "mask_rcnn/false_negative": 0.08977400412293465, "mask_rcnn/false_positive": 0.13514779600943397, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.75, "time": 0.7202643128111959, "total_loss": 1.6010669733805116} {"data_time": 0.00928583089262247, "eta_seconds": 116796.33980405703, "iteration": 109459, "loss_fcos_cls": 0.24537480168510228, "loss_fcos_ctr": 0.6207239865325391, "loss_fcos_loc": 0.19637676631100476, "loss_mask": 0.2723852479830384, "loss_maskiou": 0.006172283283376601, "loss_sem_seg": 0.3246298497542739, "lr": 0.01, "mask_rcnn/accuracy": 0.8908310077277665, "mask_rcnn/false_negative": 0.10111416666708166, "mask_rcnn/false_positive": 0.1320008522530453, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.7364290161058307, "total_loss": 1.7045210563155706} {"data_time": 0.010376736521720886, "eta_seconds": 116819.6311442731, "iteration": 109479, "loss_fcos_cls": 0.2548166895285249, "loss_fcos_ctr": 0.6211236724629998, "loss_fcos_loc": 0.20015376387163997, "loss_mask": 0.2699674656614661, "loss_maskiou": 0.005436320905573666, "loss_sem_seg": 0.27575026638805866, "lr": 0.01, "mask_rcnn/accuracy": 0.877695062987601, "mask_rcnn/false_negative": 0.12078171272866056, "mask_rcnn/false_positive": 0.12348697390218434, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 36.5, "time": 0.7376050446182489, "total_loss": 1.640540733045782} {"data_time": 0.010304342024028301, "eta_seconds": 116776.11602846347, "iteration": 109499, "loss_fcos_cls": 0.263179944595322, "loss_fcos_ctr": 0.6209639552980661, "loss_fcos_loc": 0.20170175132807344, "loss_mask": 0.26034241868183017, "loss_maskiou": 0.005445893169962801, "loss_sem_seg": 0.30413228180259466, "lr": 0.01, "mask_rcnn/accuracy": 0.900890619405657, "mask_rcnn/false_negative": 0.08980486755493636, "mask_rcnn/false_positive": 0.1200878005736205, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.717814140021801, "total_loss": 1.6531334987230366} {"data_time": 0.010574627667665482, "eta_seconds": 116790.52102630865, "iteration": 109519, "loss_fcos_cls": 0.2470674980431795, "loss_fcos_ctr": 0.6182543663308024, "loss_fcos_loc": 0.19119029212743044, "loss_mask": 0.26119166146963835, "loss_maskiou": 0.005458976091176737, "loss_sem_seg": 0.2583265302237123, "lr": 0.01, "mask_rcnn/accuracy": 0.8817927523121925, "mask_rcnn/false_negative": 0.09775462154029652, "mask_rcnn/false_positive": 0.1331828117974847, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7366790417581797, "total_loss": 1.6004440077340405} {"data_time": 0.009792574681341648, "eta_seconds": 116775.96596732643, "iteration": 109539, "loss_fcos_cls": 0.2485585657414049, "loss_fcos_ctr": 0.6193295605480671, "loss_fcos_loc": 0.1923762062797323, "loss_mask": 0.25388149823993444, "loss_maskiou": 0.005217635327426251, "loss_sem_seg": 0.2796604549512267, "lr": 0.01, "mask_rcnn/accuracy": 0.9192098726212166, "mask_rcnn/false_negative": 0.06412276625589398, "mask_rcnn/false_positive": 0.11873541799335743, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.5, "time": 0.7128002354875207, "total_loss": 1.6086788489537867} {"data_time": 0.009779390878975391, "eta_seconds": 116804.2734494377, "iteration": 109559, "loss_fcos_cls": 0.25761411478742957, "loss_fcos_ctr": 0.6206869427114725, "loss_fcos_loc": 0.19239570875652134, "loss_mask": 0.2642205860465765, "loss_maskiou": 0.005791216870420612, "loss_sem_seg": 0.25857989862561226, "lr": 0.01, "mask_rcnn/accuracy": 0.8704130690737834, "mask_rcnn/false_negative": 0.10018007687064472, "mask_rcnn/false_positive": 0.16845131132199861, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 34.5, "time": 0.7312809638679028, "total_loss": 1.598804317356553} {"data_time": 0.009707816876471043, "eta_seconds": 116789.71304736473, "iteration": 109579, "loss_fcos_cls": 0.24981035734526813, "loss_fcos_ctr": 0.6210854183882475, "loss_fcos_loc": 0.19608735386282206, "loss_mask": 0.27354276832193136, "loss_maskiou": 0.005091214858111925, "loss_sem_seg": 0.25066300900653005, "lr": 0.01, "mask_rcnn/accuracy": 0.8809264201072133, "mask_rcnn/false_negative": 0.09991985763658917, "mask_rcnn/false_positive": 0.11975689378162131, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.7354154596105218, "total_loss": 1.5799405011202907} {"data_time": 0.009257673285901546, "eta_seconds": 116755.27770834882, "iteration": 109599, "loss_fcos_cls": 0.2561505287885666, "loss_fcos_ctr": 0.620009527541697, "loss_fcos_loc": 0.18795129167847335, "loss_mask": 0.26203930703923106, "loss_maskiou": 0.005393051622377243, "loss_sem_seg": 0.2718150932341814, "lr": 0.01, "mask_rcnn/accuracy": 0.8972766738274257, "mask_rcnn/false_negative": 0.08351862653115061, "mask_rcnn/false_positive": 0.12117466022542961, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7377383150160313, "total_loss": 1.611802990650176} {"data_time": 0.010112003423273563, "eta_seconds": 116792.73799349368, "iteration": 109619, "loss_fcos_cls": 0.26032758271321654, "loss_fcos_ctr": 0.6221181964501739, "loss_fcos_loc": 0.19573915982618928, "loss_mask": 0.27134753949940205, "loss_maskiou": 0.005728716409066692, "loss_sem_seg": 0.3081863634288311, "lr": 0.01, "mask_rcnn/accuracy": 0.8603592042877757, "mask_rcnn/false_negative": 0.10478525589952577, "mask_rcnn/false_positive": 0.17918057645522198, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 37.5, "time": 0.7432701317593455, "total_loss": 1.64226550568128} {"data_time": 0.010341084562242031, "eta_seconds": 116875.43694751523, "iteration": 109639, "loss_fcos_cls": 0.2435396653600037, "loss_fcos_ctr": 0.6177274426445365, "loss_fcos_loc": 0.18589104851707816, "loss_mask": 0.27030640840530396, "loss_maskiou": 0.00605560839176178, "loss_sem_seg": 0.31295953318476677, "lr": 0.01, "mask_rcnn/accuracy": 0.8816184706600443, "mask_rcnn/false_negative": 0.09080367290377332, "mask_rcnn/false_positive": 0.15131192985447967, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.5, "time": 0.7623020736500621, "total_loss": 1.6523272318881936} {"data_time": 0.009702439419925213, "eta_seconds": 116836.85394650325, "iteration": 109659, "loss_fcos_cls": 0.2638678620569408, "loss_fcos_ctr": 0.6202236013486981, "loss_fcos_loc": 0.1949940425110981, "loss_mask": 0.27108443807810545, "loss_maskiou": 0.006146347812318709, "loss_sem_seg": 0.28264306113123894, "lr": 0.01, "mask_rcnn/accuracy": 0.8888962357518259, "mask_rcnn/false_negative": 0.09660928947551695, "mask_rcnn/false_positive": 0.13286105515919233, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.7254879521206021, "total_loss": 1.6850267357513076} {"data_time": 0.008501250296831131, "eta_seconds": 116749.04476125538, "iteration": 109679, "loss_fcos_cls": 0.2618946651928127, "loss_fcos_ctr": 0.6209798213094473, "loss_fcos_loc": 0.19514502049423754, "loss_mask": 0.26797149889171124, "loss_maskiou": 0.005809841502923518, "loss_sem_seg": 0.2675518048927188, "lr": 0.01, "mask_rcnn/accuracy": 0.8948096152269991, "mask_rcnn/false_negative": 0.0881650625800803, "mask_rcnn/false_positive": 0.1259002486905088, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.5, "time": 0.7184492154046893, "total_loss": 1.6257174346683314} {"data_time": 0.010748662985861301, "eta_seconds": 116734.48035050929, "iteration": 109699, "loss_fcos_cls": 0.2574452947592363, "loss_fcos_ctr": 0.6187841882929206, "loss_fcos_loc": 0.19742114911787212, "loss_mask": 0.27033358393236995, "loss_maskiou": 0.006122788428911008, "loss_sem_seg": 0.27762496611103415, "lr": 0.01, "mask_rcnn/accuracy": 0.8904993815708102, "mask_rcnn/false_negative": 0.09753341881661046, "mask_rcnn/false_positive": 0.15486919236311125, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7083338741213083, "total_loss": 1.639007302292157} {"data_time": 0.009190565906465054, "eta_seconds": 116702.24750254769, "iteration": 109719, "loss_fcos_cls": 0.2606591284275055, "loss_fcos_ctr": 0.6187425735406578, "loss_fcos_loc": 0.19150482094846666, "loss_mask": 0.26736020063981414, "loss_maskiou": 0.0056869546679081395, "loss_sem_seg": 0.29628772055730224, "lr": 0.01, "mask_rcnn/accuracy": 0.8713448701017312, "mask_rcnn/false_negative": 0.08561494897963592, "mask_rcnn/false_positive": 0.1700605445390314, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.5, "time": 0.7289905901998281, "total_loss": 1.6278909399916301} {"data_time": 0.009266074746847153, "eta_seconds": 116718.16862601973, "iteration": 109739, "loss_fcos_cls": 0.2602815101854503, "loss_fcos_ctr": 0.6213202523067594, "loss_fcos_loc": 0.19643251702655107, "loss_mask": 0.2653387193568051, "loss_maskiou": 0.006632897609961219, "loss_sem_seg": 0.29820375237613916, "lr": 0.01, "mask_rcnn/accuracy": 0.898859126984127, "mask_rcnn/false_negative": 0.10084492291340089, "mask_rcnn/false_positive": 0.11503155254936434, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.75, "time": 0.7413851879537106, "total_loss": 1.6673390835203463} {"data_time": 0.010078774765133858, "eta_seconds": 116763.98621214554, "iteration": 109759, "loss_fcos_cls": 0.2658352665603161, "loss_fcos_ctr": 0.6217966871336102, "loss_fcos_loc": 0.20406301179900765, "loss_mask": 0.26832354068756104, "loss_maskiou": 0.0059088932612212375, "loss_sem_seg": 0.2911858665756881, "lr": 0.01, "mask_rcnn/accuracy": 0.8827235060690943, "mask_rcnn/false_negative": 0.08422748298131282, "mask_rcnn/false_positive": 0.1290541014429475, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.5, "time": 0.7307776529341936, "total_loss": 1.6285576904774643} {"data_time": 0.008950360119342804, "eta_seconds": 116689.03660547175, "iteration": 109779, "loss_fcos_cls": 0.26951669715344906, "loss_fcos_ctr": 0.6195182665251195, "loss_fcos_loc": 0.1986638968810439, "loss_mask": 0.2791486894711852, "loss_maskiou": 0.005958439112873748, "loss_sem_seg": 0.2782145654782653, "lr": 0.01, "mask_rcnn/accuracy": 0.8856911007646302, "mask_rcnn/false_negative": 0.09991068674791839, "mask_rcnn/false_positive": 0.14139072670677547, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.5, "time": 0.7160489540547132, "total_loss": 1.6650245496857679} {"data_time": 0.010307446122169495, "eta_seconds": 116619.45920438506, "iteration": 109799, "loss_fcos_cls": 0.25115844944957644, "loss_fcos_ctr": 0.6184116187505424, "loss_fcos_loc": 0.19663824909366667, "loss_mask": 0.26429399847984314, "loss_maskiou": 0.005954723554168595, "loss_sem_seg": 0.29525708651635796, "lr": 0.01, "mask_rcnn/accuracy": 0.8791307669551383, "mask_rcnn/false_negative": 0.10109939549341526, "mask_rcnn/false_positive": 0.13488525598171722, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.0, "time": 0.7230877624824643, "total_loss": 1.6004861874316703} {"data_time": 0.010004697367548943, "eta_seconds": 116629.43647223059, "iteration": 109819, "loss_fcos_cls": 0.2621175854001194, "loss_fcos_ctr": 0.6190127357840538, "loss_fcos_loc": 0.1930457359412685, "loss_mask": 0.267926630564034, "loss_maskiou": 0.005743085639551282, "loss_sem_seg": 0.2761180242523551, "lr": 0.01, "mask_rcnn/accuracy": 0.8664723515400855, "mask_rcnn/false_negative": 0.0991211754283747, "mask_rcnn/false_positive": 0.14259227186415505, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.7172771207988262, "total_loss": 1.6317781345132971} {"data_time": 0.009657550603151321, "eta_seconds": 116600.42782041617, "iteration": 109839, "loss_fcos_cls": 0.25080724072176963, "loss_fcos_ctr": 0.6185684576630592, "loss_fcos_loc": 0.19521580124273896, "loss_mask": 0.26563788345083594, "loss_maskiou": 0.005751045027864166, "loss_sem_seg": 0.32464252645149827, "lr": 0.01, "mask_rcnn/accuracy": 0.8893093587366867, "mask_rcnn/false_negative": 0.07357790912531645, "mask_rcnn/false_positive": 0.16888438471559916, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.0, "time": 0.7299391170963645, "total_loss": 1.6540825791598763} {"data_time": 0.010261094197630882, "eta_seconds": 116600.31206010375, "iteration": 109859, "loss_fcos_cls": 0.24323950824327767, "loss_fcos_ctr": 0.6204536249861121, "loss_fcos_loc": 0.19443026918452233, "loss_mask": 0.26999506168067455, "loss_maskiou": 0.005702212889445946, "loss_sem_seg": 0.32280045258812606, "lr": 0.01, "mask_rcnn/accuracy": 0.8760213553243079, "mask_rcnn/false_negative": 0.10293680158049817, "mask_rcnn/false_positive": 0.14634358807689712, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.7292431239038706, "total_loss": 1.666614607005613} {"data_time": 0.009959617629647255, "eta_seconds": 116589.7747189505, "iteration": 109879, "loss_fcos_cls": 0.25636799074709415, "loss_fcos_ctr": 0.621165276505053, "loss_fcos_loc": 0.19962358800694346, "loss_mask": 0.2660478102043271, "loss_maskiou": 0.005674470419762656, "loss_sem_seg": 0.2977079339325428, "lr": 0.01, "mask_rcnn/accuracy": 0.8899277069631839, "mask_rcnn/false_negative": 0.10469462219008717, "mask_rcnn/false_positive": 0.1297273447212151, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.7322076130658388, "total_loss": 1.6636246049456531} {"data_time": 0.010261462070047855, "eta_seconds": 116575.21201015916, "iteration": 109899, "loss_fcos_cls": 0.24899977003224194, "loss_fcos_ctr": 0.6210042703896761, "loss_fcos_loc": 0.19363396932021715, "loss_mask": 0.2649053195491433, "loss_maskiou": 0.005571158944803756, "loss_sem_seg": 0.2776787765324116, "lr": 0.01, "mask_rcnn/accuracy": 0.8720882292310863, "mask_rcnn/false_negative": 0.08138891686773991, "mask_rcnn/false_positive": 0.1656834883454893, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.25, "time": 0.7007849123328924, "total_loss": 1.6106868050264893} {"data_time": 0.00923855509608984, "eta_seconds": 116685.82248959038, "iteration": 109919, "loss_fcos_cls": 0.25542731769382954, "loss_fcos_ctr": 0.6199260004796088, "loss_fcos_loc": 0.19853036804124713, "loss_mask": 0.2582007977180183, "loss_maskiou": 0.00556505150598241, "loss_sem_seg": 0.2426644149236381, "lr": 0.01, "mask_rcnn/accuracy": 0.8817883839582346, "mask_rcnn/false_negative": 0.09862882415275344, "mask_rcnn/false_positive": 0.1426489331523085, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 27.0, "time": 0.7380818082019687, "total_loss": 1.613655984881916} {"data_time": 0.009945748373866081, "eta_seconds": 116671.24414206762, "iteration": 109939, "loss_fcos_cls": 0.2708667318802327, "loss_fcos_ctr": 0.6216141749173403, "loss_fcos_loc": 0.19195775594562292, "loss_mask": 0.26426756381988525, "loss_maskiou": 0.0056961538321047556, "loss_sem_seg": 0.27275862637907267, "lr": 0.01, "mask_rcnn/accuracy": 0.8791631235827664, "mask_rcnn/false_negative": 0.09052628202028373, "mask_rcnn/false_positive": 0.15396161473393596, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.25, "time": 0.7417695773765445, "total_loss": 1.6237427369705983} {"data_time": 0.009842117317020893, "eta_seconds": 116656.66579454485, "iteration": 109959, "loss_fcos_cls": 0.27492408244870603, "loss_fcos_ctr": 0.6213501607999206, "loss_fcos_loc": 0.20527778123505414, "loss_mask": 0.27654077485203743, "loss_maskiou": 0.005409043413237669, "loss_sem_seg": 0.29132698057219386, "lr": 0.01, "mask_rcnn/accuracy": 0.8771934910327768, "mask_rcnn/false_negative": 0.1047159112827633, "mask_rcnn/false_positive": 0.15166133086485167, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.5, "time": 0.723661563359201, "total_loss": 1.6591784923293744} {"data_time": 0.009279076009988785, "eta_seconds": 116673.88443932962, "iteration": 109979, "loss_fcos_cls": 0.2695707910461351, "loss_fcos_ctr": 0.6198694151826203, "loss_fcos_loc": 0.20254664088133723, "loss_mask": 0.26926799723878503, "loss_maskiou": 0.005268850400170777, "loss_sem_seg": 0.2881403621286154, "lr": 0.01, "mask_rcnn/accuracy": 0.877011965500486, "mask_rcnn/false_negative": 0.10776583543627982, "mask_rcnn/false_positive": 0.13826222259691295, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.0, "time": 0.725636750459671, "total_loss": 1.6543884479178814} {"data_time": 0.010182966478168964, "eta_seconds": 116672.37618022505, "iteration": 109999, "loss_fcos_cls": 0.2594127422198653, "loss_fcos_ctr": 0.6210155608132482, "loss_fcos_loc": 0.19215407455340028, "loss_mask": 0.2615136206150055, "loss_maskiou": 0.004827790431590984, "loss_sem_seg": 0.3035611335071735, "lr": 0.01, "mask_rcnn/accuracy": 0.8731895452146375, "mask_rcnn/false_negative": 0.10560791694985971, "mask_rcnn/false_positive": 0.13826378477759876, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.5, "time": 0.7223940957337618, "total_loss": 1.6520604100223863} {"data_time": 0.010126998648047447, "eta_seconds": 116612.93075197656, "iteration": 110019, "loss_fcos_cls": 0.269423205871135, "loss_fcos_ctr": 0.6212104139849544, "loss_fcos_loc": 0.20233926712535322, "loss_mask": 0.2627518540248275, "loss_maskiou": 0.005293159018037841, "loss_sem_seg": 0.3085759107489139, "lr": 0.01, "mask_rcnn/accuracy": 0.8759110636828988, "mask_rcnn/false_negative": 0.08144429788744571, "mask_rcnn/false_positive": 0.1713115004967121, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.75, "time": 0.7139666583389044, "total_loss": 1.665185011275753} {"data_time": 0.01052828785032034, "eta_seconds": 116630.13747445401, "iteration": 110039, "loss_fcos_cls": 0.2601784379221499, "loss_fcos_ctr": 0.621756250038743, "loss_fcos_loc": 0.19945706403814256, "loss_mask": 0.28171239932999015, "loss_maskiou": 0.007046214115689509, "loss_sem_seg": 0.27774403523653746, "lr": 0.01, "mask_rcnn/accuracy": 0.8805927809435462, "mask_rcnn/false_negative": 0.10337583243606496, "mask_rcnn/false_positive": 0.12267242694416261, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7422598209232092, "total_loss": 1.6485313949669944} {"data_time": 0.010515956208109856, "eta_seconds": 116644.51694594882, "iteration": 110059, "loss_fcos_cls": 0.2518554537091404, "loss_fcos_ctr": 0.6181004466488957, "loss_fcos_loc": 0.19280439233989455, "loss_mask": 0.26571337785571814, "loss_maskiou": 0.005400995876698289, "loss_sem_seg": 0.3133472250774503, "lr": 0.01, "mask_rcnn/accuracy": 0.9013529263889206, "mask_rcnn/false_negative": 0.08745405860042467, "mask_rcnn/false_positive": 0.11595029968914677, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.75, "time": 0.7376028513535857, "total_loss": 1.6101616355590522} {"data_time": 0.009796658530831337, "eta_seconds": 116629.93100276403, "iteration": 110079, "loss_fcos_cls": 0.25474196835421026, "loss_fcos_ctr": 0.6221797671169043, "loss_fcos_loc": 0.20401964645134285, "loss_mask": 0.2688782662153244, "loss_maskiou": 0.005106746742967516, "loss_sem_seg": 0.295528921764344, "lr": 0.01, "mask_rcnn/accuracy": 0.8898440753852561, "mask_rcnn/false_negative": 0.0946463237926676, "mask_rcnn/false_positive": 0.15255387154673694, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7339138882234693, "total_loss": 1.6369550525523664} {"data_time": 0.009774625301361084, "eta_seconds": 116599.45640086103, "iteration": 110099, "loss_fcos_cls": 0.26185751357115805, "loss_fcos_ctr": 0.6214563744142652, "loss_fcos_loc": 0.19907885580323637, "loss_mask": 0.26720835268497467, "loss_maskiou": 0.00566122961754445, "loss_sem_seg": 0.26739020040258765, "lr": 0.01, "mask_rcnn/accuracy": 0.8784464191248709, "mask_rcnn/false_negative": 0.09828484849357139, "mask_rcnn/false_positive": 0.12904360925725603, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.0, "time": 0.7264314768835902, "total_loss": 1.6551130803418346} {"data_time": 0.009832787327468395, "eta_seconds": 116491.01626016386, "iteration": 110119, "loss_fcos_cls": 0.24300683941692114, "loss_fcos_ctr": 0.6204341994598508, "loss_fcos_loc": 0.1888707298785448, "loss_mask": 0.25886000227183104, "loss_maskiou": 0.004962318314937875, "loss_sem_seg": 0.2987557095475495, "lr": 0.01, "mask_rcnn/accuracy": 0.8783388790298727, "mask_rcnn/false_negative": 0.10713305849800037, "mask_rcnn/false_positive": 0.1568682303085558, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.0, "time": 0.7179112546145916, "total_loss": 1.619752323254943} {"data_time": 0.010059759952127934, "eta_seconds": 116390.39149760362, "iteration": 110139, "loss_fcos_cls": 0.25321194471325725, "loss_fcos_ctr": 0.619158323854208, "loss_fcos_loc": 0.19417078886181116, "loss_mask": 0.2675616601482034, "loss_maskiou": 0.005657097761286423, "loss_sem_seg": 0.3268036716617644, "lr": 0.01, "mask_rcnn/accuracy": 0.8818648375865773, "mask_rcnn/false_negative": 0.09027074161617732, "mask_rcnn/false_positive": 0.15605172898786912, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.0, "time": 0.7189554506912827, "total_loss": 1.66068101626297} {"data_time": 0.009975681081414223, "eta_seconds": 116375.83004840743, "iteration": 110159, "loss_fcos_cls": 0.25123940547928214, "loss_fcos_ctr": 0.619999373331666, "loss_fcos_loc": 0.19642459019087255, "loss_mask": 0.2779774907976389, "loss_maskiou": 0.006489251216407865, "loss_sem_seg": 0.28000571578741074, "lr": 0.01, "mask_rcnn/accuracy": 0.8834895971375563, "mask_rcnn/false_negative": 0.08686292995280565, "mask_rcnn/false_positive": 0.14059893770479398, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.5, "time": 0.7388992737978697, "total_loss": 1.617198272695532} {"data_time": 0.01044370699673891, "eta_seconds": 116435.45543032512, "iteration": 110179, "loss_fcos_cls": 0.24138638959266245, "loss_fcos_ctr": 0.6184268966317177, "loss_fcos_loc": 0.18472692742943764, "loss_mask": 0.26455371268093586, "loss_maskiou": 0.005375356879085302, "loss_sem_seg": 0.2894658539444208, "lr": 0.01, "mask_rcnn/accuracy": 0.8894294204168154, "mask_rcnn/false_negative": 0.08494278238166696, "mask_rcnn/false_positive": 0.14417307099863858, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7327309157699347, "total_loss": 1.6073668804820045} {"data_time": 0.009858254343271255, "eta_seconds": 116318.539990847, "iteration": 110199, "loss_fcos_cls": 0.25258214585483074, "loss_fcos_ctr": 0.6235372414812446, "loss_fcos_loc": 0.19731361197773367, "loss_mask": 0.2688917126506567, "loss_maskiou": 0.005752152399509214, "loss_sem_seg": 0.2759473309852183, "lr": 0.01, "mask_rcnn/accuracy": 0.8842159277504105, "mask_rcnn/false_negative": 0.10046910806143997, "mask_rcnn/false_positive": 0.12364779391770117, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.7268806798383594, "total_loss": 1.6514868095255224} {"data_time": 0.010241849347949028, "eta_seconds": 116297.24108028132, "iteration": 110219, "loss_fcos_cls": 0.2592307882150635, "loss_fcos_ctr": 0.6192777873948216, "loss_fcos_loc": 0.19447195925749838, "loss_mask": 0.26020026858896017, "loss_maskiou": 0.005647871941619087, "loss_sem_seg": 0.2924150798935443, "lr": 0.01, "mask_rcnn/accuracy": 0.879733143257303, "mask_rcnn/false_negative": 0.09134265844792161, "mask_rcnn/false_positive": 0.16629074446517253, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7260774429887533, "total_loss": 1.6332333253376419} {"data_time": 0.009987224824726582, "eta_seconds": 116268.50143019948, "iteration": 110239, "loss_fcos_cls": 0.24455176026094705, "loss_fcos_ctr": 0.6191966217011213, "loss_fcos_loc": 0.1933657464105636, "loss_mask": 0.26975790690630674, "loss_maskiou": 0.005968644647509791, "loss_sem_seg": 0.25597253162413836, "lr": 0.01, "mask_rcnn/accuracy": 0.9056702226345084, "mask_rcnn/false_negative": 0.08358536064254443, "mask_rcnn/false_positive": 0.1100060959380566, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7221109392121434, "total_loss": 1.6111330636122148} {"data_time": 0.009618599899113178, "eta_seconds": 116268.12692000438, "iteration": 110259, "loss_fcos_cls": 0.25432902155444026, "loss_fcos_ctr": 0.6201065178029239, "loss_fcos_loc": 0.18801492860075086, "loss_mask": 0.26809102669358253, "loss_maskiou": 0.005532276329176966, "loss_sem_seg": 0.30871058616321534, "lr": 0.01, "mask_rcnn/accuracy": 0.8789849674683448, "mask_rcnn/false_negative": 0.095427448709727, "mask_rcnn/false_positive": 0.12804514943642462, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.75, "time": 0.721934337168932, "total_loss": 1.6218078784113459} {"data_time": 0.008961121551692486, "eta_seconds": 116239.39082086924, "iteration": 110279, "loss_fcos_cls": 0.2458871805574745, "loss_fcos_ctr": 0.6175488410517573, "loss_fcos_loc": 0.19047594512812793, "loss_mask": 0.26391091104596853, "loss_maskiou": 0.005777906684670597, "loss_sem_seg": 0.2739067319780588, "lr": 0.01, "mask_rcnn/accuracy": 0.888748194857939, "mask_rcnn/false_negative": 0.09325833900872091, "mask_rcnn/false_positive": 0.13078056208795477, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7305130492895842, "total_loss": 1.603198277301999} {"data_time": 0.009309018962085247, "eta_seconds": 116191.65672081802, "iteration": 110299, "loss_fcos_cls": 0.267057514982298, "loss_fcos_ctr": 0.6239324836060405, "loss_fcos_loc": 0.20344280372955836, "loss_mask": 0.25313840666785836, "loss_maskiou": 0.005149428849108517, "loss_sem_seg": 0.3172296406701207, "lr": 0.01, "mask_rcnn/accuracy": 0.8788459405501331, "mask_rcnn/false_negative": 0.09998491626159792, "mask_rcnn/false_positive": 0.14341292745360018, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.5, "time": 0.7119688428938389, "total_loss": 1.6716748996768729} {"data_time": 0.009991124272346497, "eta_seconds": 116180.60378292203, "iteration": 110319, "loss_fcos_cls": 0.2584068668074906, "loss_fcos_ctr": 0.6186342695727944, "loss_fcos_loc": 0.19906931975856423, "loss_mask": 0.25337748881429434, "loss_maskiou": 0.004874179983744398, "loss_sem_seg": 0.2705990932881832, "lr": 0.01, "mask_rcnn/accuracy": 0.8963574543931687, "mask_rcnn/false_negative": 0.09270200053337198, "mask_rcnn/false_positive": 0.1289002765273793, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.25, "time": 0.7235351605340838, "total_loss": 1.59862190142303} {"data_time": 0.01006678119301796, "eta_seconds": 116169.03206092864, "iteration": 110339, "loss_fcos_cls": 0.26737610436975956, "loss_fcos_ctr": 0.6214828286319971, "loss_fcos_loc": 0.20525524113327265, "loss_mask": 0.272873074747622, "loss_maskiou": 0.005400303089118097, "loss_sem_seg": 0.29593463242053986, "lr": 0.01, "mask_rcnn/accuracy": 0.8815814787453443, "mask_rcnn/false_negative": 0.0775884489642987, "mask_rcnn/false_positive": 0.15571949445186786, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7247404884546995, "total_loss": 1.6839163426338928} {"data_time": 0.009562231600284576, "eta_seconds": 116161.15853411611, "iteration": 110359, "loss_fcos_cls": 0.2727184104733169, "loss_fcos_ctr": 0.6187525205314159, "loss_fcos_loc": 0.2068456228589639, "loss_mask": 0.2657155627384782, "loss_maskiou": 0.0056004637881414965, "loss_sem_seg": 0.31467048451304436, "lr": 0.01, "mask_rcnn/accuracy": 0.8805612689670986, "mask_rcnn/false_negative": 0.10789640102898482, "mask_rcnn/false_positive": 0.15911937810025595, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.7251630835235119, "total_loss": 1.6714102954720147} {"data_time": 0.010071518830955029, "eta_seconds": 116139.92813897878, "iteration": 110379, "loss_fcos_cls": 0.2733646212145686, "loss_fcos_ctr": 0.6189131578430533, "loss_fcos_loc": 0.19864303967915475, "loss_mask": 0.26733659440651536, "loss_maskiou": 0.0053881282728980295, "loss_sem_seg": 0.2736940903123468, "lr": 0.01, "mask_rcnn/accuracy": 0.8809641947990311, "mask_rcnn/false_negative": 0.10013361221529776, "mask_rcnn/false_positive": 0.14019523394173689, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7237293738871813, "total_loss": 1.6469679661095142} {"data_time": 0.009325467981398106, "eta_seconds": 116166.22735903505, "iteration": 110399, "loss_fcos_cls": 0.2508359053172171, "loss_fcos_ctr": 0.6219462743028998, "loss_fcos_loc": 0.19968160602729768, "loss_mask": 0.25521614495664835, "loss_maskiou": 0.005750939719291637, "loss_sem_seg": 0.3135903528891504, "lr": 0.01, "mask_rcnn/accuracy": 0.8887781120440541, "mask_rcnn/false_negative": 0.09417339818942574, "mask_rcnn/false_positive": 0.1406616598263588, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7415619026869535, "total_loss": 1.6649863330858352} {"data_time": 0.010351449251174927, "eta_seconds": 116137.50368821342, "iteration": 110419, "loss_fcos_cls": 0.2699152082204819, "loss_fcos_ctr": 0.6229980541393161, "loss_fcos_loc": 0.19906448083929718, "loss_mask": 0.272630313411355, "loss_maskiou": 0.006075985569623299, "loss_sem_seg": 0.33682739012874663, "lr": 0.01, "mask_rcnn/accuracy": 0.8839855828695115, "mask_rcnn/false_negative": 0.093317653824993, "mask_rcnn/false_positive": 0.1312385080242292, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.721678027883172, "total_loss": 1.6805337339028483} {"data_time": 0.011195160448551178, "eta_seconds": 116228.59543627594, "iteration": 110439, "loss_fcos_cls": 0.2708932694513351, "loss_fcos_ctr": 0.6200299458578229, "loss_fcos_loc": 0.2002004439709708, "loss_mask": 0.2687874878756702, "loss_maskiou": 0.00605656726838788, "loss_sem_seg": 0.34301385935395956, "lr": 0.01, "mask_rcnn/accuracy": 0.8656676247357051, "mask_rcnn/false_negative": 0.10689456261671859, "mask_rcnn/false_positive": 0.13843368820432866, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.5, "time": 0.7361868293955922, "total_loss": 1.7149616119932034} {"data_time": 0.010174311697483063, "eta_seconds": 116231.87436992489, "iteration": 110459, "loss_fcos_cls": 0.25370886945165694, "loss_fcos_ctr": 0.6199696282856166, "loss_fcos_loc": 0.19096800440456718, "loss_mask": 0.27794952038675547, "loss_maskiou": 0.005761974040069617, "loss_sem_seg": 0.28411035472527146, "lr": 0.01, "mask_rcnn/accuracy": 0.8877896816884912, "mask_rcnn/false_negative": 0.0918247528712645, "mask_rcnn/false_positive": 0.13176816838344496, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.0, "time": 0.7437250353395939, "total_loss": 1.608549266566115} {"data_time": 0.009639546275138855, "eta_seconds": 116227.43456484191, "iteration": 110479, "loss_fcos_cls": 0.2466647820547223, "loss_fcos_ctr": 0.6187255885452032, "loss_fcos_loc": 0.1903217313811183, "loss_mask": 0.26060891430824995, "loss_maskiou": 0.005180755244509783, "loss_sem_seg": 0.30545592959970236, "lr": 0.01, "mask_rcnn/accuracy": 0.8869644897432657, "mask_rcnn/false_negative": 0.08892701507464812, "mask_rcnn/false_positive": 0.13273640803703834, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 41.0, "time": 0.7429548734799027, "total_loss": 1.638472225618898} {"data_time": 0.0102559057995677, "eta_seconds": 116222.9565681573, "iteration": 110499, "loss_fcos_cls": 0.25947239832021296, "loss_fcos_ctr": 0.6185767017304897, "loss_fcos_loc": 0.1832161359488964, "loss_mask": 0.24694259278476238, "loss_maskiou": 0.00527640354266623, "loss_sem_seg": 0.3059148956090212, "lr": 0.01, "mask_rcnn/accuracy": 0.8996750525503552, "mask_rcnn/false_negative": 0.08104574133305745, "mask_rcnn/false_positive": 0.1082756490719306, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.75, "time": 0.7268058564513922, "total_loss": 1.6101279703798355} {"data_time": 0.010567067191004753, "eta_seconds": 116198.29045602493, "iteration": 110519, "loss_fcos_cls": 0.263576696626842, "loss_fcos_ctr": 0.6233828132972121, "loss_fcos_loc": 0.20693564414978027, "loss_mask": 0.2716051833704114, "loss_maskiou": 0.005020356780732982, "loss_sem_seg": 0.2952921041287482, "lr": 0.01, "mask_rcnn/accuracy": 0.8970899979710194, "mask_rcnn/false_negative": 0.07808467045381304, "mask_rcnn/false_positive": 0.10156179049071112, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.75, "time": 0.7279347963631153, "total_loss": 1.6809737836010754} {"data_time": 0.011610466055572033, "eta_seconds": 116173.59123299085, "iteration": 110539, "loss_fcos_cls": 0.254299693973735, "loss_fcos_ctr": 0.6190899610519409, "loss_fcos_loc": 0.19720494165085256, "loss_mask": 0.267144120298326, "loss_maskiou": 0.005135139428602997, "loss_sem_seg": 0.2775705528911203, "lr": 0.01, "mask_rcnn/accuracy": 0.872732377755158, "mask_rcnn/false_negative": 0.10205757798783348, "mask_rcnn/false_positive": 0.1198678720053265, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.715742064639926, "total_loss": 1.634556643635733} {"data_time": 0.00937727652490139, "eta_seconds": 116169.14634720795, "iteration": 110559, "loss_fcos_cls": 0.25569474091753364, "loss_fcos_ctr": 0.6218429948203266, "loss_fcos_loc": 0.196714848279953, "loss_mask": 0.2777480985969305, "loss_maskiou": 0.0057860643792082556, "loss_sem_seg": 0.2688526550773531, "lr": 0.01, "mask_rcnn/accuracy": 0.882106413994169, "mask_rcnn/false_negative": 0.09239848703705453, "mask_rcnn/false_positive": 0.13248672260785113, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7346433913335204, "total_loss": 1.6513737065979512} {"data_time": 0.010218133218586445, "eta_seconds": 116164.66328770481, "iteration": 110579, "loss_fcos_cls": 0.24489263910800219, "loss_fcos_ctr": 0.6184635823592544, "loss_fcos_loc": 0.19776701182127, "loss_mask": 0.2660907846875489, "loss_maskiou": 0.005269170920655597, "loss_sem_seg": 0.25821732450276613, "lr": 0.01, "mask_rcnn/accuracy": 0.8824636087217256, "mask_rcnn/false_negative": 0.10154722694171173, "mask_rcnn/false_positive": 0.15734072809676747, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.25, "time": 0.7339087026193738, "total_loss": 1.5816393466157024} {"data_time": 0.010241090320050716, "eta_seconds": 116129.87888029031, "iteration": 110599, "loss_fcos_cls": 0.25599818129558116, "loss_fcos_ctr": 0.617829340044409, "loss_fcos_loc": 0.19666985608637333, "loss_mask": 0.263459914829582, "loss_maskiou": 0.005417424654297065, "loss_sem_seg": 0.31224016286432743, "lr": 0.01, "mask_rcnn/accuracy": 0.8623775945456262, "mask_rcnn/false_negative": 0.10947713339570228, "mask_rcnn/false_positive": 0.180062143909952, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7242940329015255, "total_loss": 1.62942581151583} {"data_time": 0.01172089297324419, "eta_seconds": 116153.6419119453, "iteration": 110619, "loss_fcos_cls": 0.25207510381005704, "loss_fcos_ctr": 0.6172074298374355, "loss_fcos_loc": 0.19059110386297107, "loss_mask": 0.2690680711530149, "loss_maskiou": 0.005746226750488859, "loss_sem_seg": 0.32354958704672754, "lr": 0.01, "mask_rcnn/accuracy": 0.8738113330438558, "mask_rcnn/false_negative": 0.09728764815292827, "mask_rcnn/false_positive": 0.14939015116443455, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7488363599404693, "total_loss": 1.688232914901164} {"data_time": 0.009766031056642532, "eta_seconds": 115995.86873825546, "iteration": 110639, "loss_fcos_cls": 0.2637098450213671, "loss_fcos_ctr": 0.6178776081651449, "loss_fcos_loc": 0.1942229405976832, "loss_mask": 0.2616146933287382, "loss_maskiou": 0.005630420164379757, "loss_sem_seg": 0.2852709423750639, "lr": 0.01, "mask_rcnn/accuracy": 0.8783882871330351, "mask_rcnn/false_negative": 0.08818525975355522, "mask_rcnn/false_positive": 0.15574703465135542, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.75, "time": 0.7218346251174808, "total_loss": 1.6242483182650176} {"data_time": 0.009085803292691708, "eta_seconds": 116034.94180870894, "iteration": 110659, "loss_fcos_cls": 0.25382768851704895, "loss_fcos_ctr": 0.6170968879014254, "loss_fcos_loc": 0.19281454186420888, "loss_mask": 0.24973454792052507, "loss_maskiou": 0.0047714290412841365, "loss_sem_seg": 0.26376818085554987, "lr": 0.01, "mask_rcnn/accuracy": 0.8904797507595271, "mask_rcnn/false_negative": 0.08888497400998942, "mask_rcnn/false_positive": 0.1383454991032034, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7349318554624915, "total_loss": 1.5804129175630806} {"data_time": 0.010305028408765793, "eta_seconds": 116071.59574335627, "iteration": 110679, "loss_fcos_cls": 0.24811259214766324, "loss_fcos_ctr": 0.6213138611055911, "loss_fcos_loc": 0.19439059891737998, "loss_mask": 0.27574810292571783, "loss_maskiou": 0.0055419217246708286, "loss_sem_seg": 0.26771596958860755, "lr": 0.01, "mask_rcnn/accuracy": 0.8690905549411883, "mask_rcnn/false_negative": 0.09689717007891319, "mask_rcnn/false_positive": 0.14403380789971923, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7307579005137086, "total_loss": 1.6359969362383708} {"data_time": 0.009613540954887867, "eta_seconds": 116067.14196634851, "iteration": 110699, "loss_fcos_cls": 0.2476167562417686, "loss_fcos_ctr": 0.6152725350111723, "loss_fcos_loc": 0.18270558264339343, "loss_mask": 0.26779360324144363, "loss_maskiou": 0.005472343735164031, "loss_sem_seg": 0.31395421363413334, "lr": 0.01, "mask_rcnn/accuracy": 0.8902837130766506, "mask_rcnn/false_negative": 0.08015208987363848, "mask_rcnn/false_positive": 0.12985164400149032, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.0, "time": 0.7284787017852068, "total_loss": 1.6301998984490638} {"data_time": 0.009789829142391682, "eta_seconds": 116052.56991194002, "iteration": 110719, "loss_fcos_cls": 0.2590838336618617, "loss_fcos_ctr": 0.6196413841098547, "loss_fcos_loc": 0.1930244811810553, "loss_mask": 0.26828518602997065, "loss_maskiou": 0.00541455973234406, "loss_sem_seg": 0.3417299883440137, "lr": 0.01, "mask_rcnn/accuracy": 0.8847304915614158, "mask_rcnn/false_negative": 0.08369835339481563, "mask_rcnn/false_positive": 0.1491877226177714, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7222050046548247, "total_loss": 1.6897551618458237} {"data_time": 0.009530100040137768, "eta_seconds": 116027.88339065574, "iteration": 110739, "loss_fcos_cls": 0.27145716547966003, "loss_fcos_ctr": 0.6191025623120368, "loss_fcos_loc": 0.2010179408825934, "loss_mask": 0.27687332034111023, "loss_maskiou": 0.006033064200892113, "loss_sem_seg": 0.29247070103883743, "lr": 0.01, "mask_rcnn/accuracy": 0.8889735499462943, "mask_rcnn/false_negative": 0.10499941221198283, "mask_rcnn/false_positive": 0.1172657253012779, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.75, "time": 0.7293760795146227, "total_loss": 1.6643374509440036} {"data_time": 0.01109208632260561, "eta_seconds": 115962.12003539968, "iteration": 110759, "loss_fcos_cls": 0.2485419074073434, "loss_fcos_ctr": 0.6215995480306447, "loss_fcos_loc": 0.1972495474619791, "loss_mask": 0.27219174057245255, "loss_maskiou": 0.005560821889957879, "loss_sem_seg": 0.3252280750311911, "lr": 0.01, "mask_rcnn/accuracy": 0.8809682629941138, "mask_rcnn/false_negative": 0.113073347822194, "mask_rcnn/false_positive": 0.16011361841808672, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.25, "time": 0.7166120102629066, "total_loss": 1.684649590853951} {"data_time": 0.009525909088551998, "eta_seconds": 116008.85374871455, "iteration": 110779, "loss_fcos_cls": 0.2454263346735388, "loss_fcos_ctr": 0.6184769328683615, "loss_fcos_loc": 0.19307057780679315, "loss_mask": 0.2700139759108424, "loss_maskiou": 0.005676620916347019, "loss_sem_seg": 0.2708935928530991, "lr": 0.01, "mask_rcnn/accuracy": 0.8667748018869281, "mask_rcnn/false_negative": 0.12557976593403422, "mask_rcnn/false_positive": 0.13058118949809527, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.25, "time": 0.7317195180803537, "total_loss": 1.6210911873349687} {"data_time": 0.009295031428337097, "eta_seconds": 116081.14612798858, "iteration": 110799, "loss_fcos_cls": 0.26626659219618887, "loss_fcos_ctr": 0.6188058238476515, "loss_fcos_loc": 0.19073694455437362, "loss_mask": 0.2563401758670807, "loss_maskiou": 0.006123110935732257, "loss_sem_seg": 0.2985879557672888, "lr": 0.01, "mask_rcnn/accuracy": 0.9081201737451737, "mask_rcnn/false_negative": 0.08797712417703794, "mask_rcnn/false_positive": 0.11981116007248954, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7360462350770831, "total_loss": 1.6323200526530854} {"data_time": 0.011433941312134266, "eta_seconds": 116115.69179507904, "iteration": 110819, "loss_fcos_cls": 0.2510296832770109, "loss_fcos_ctr": 0.6194342961534858, "loss_fcos_loc": 0.19687027193140239, "loss_mask": 0.27689804695546627, "loss_maskiou": 0.005463295245135669, "loss_sem_seg": 0.2774032521992922, "lr": 0.01, "mask_rcnn/accuracy": 0.8746662909349787, "mask_rcnn/false_negative": 0.11436123425142128, "mask_rcnn/false_positive": 0.14048298539809184, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.7305705128237605, "total_loss": 1.6397599830379477} {"data_time": 0.01016131229698658, "eta_seconds": 116101.10265544616, "iteration": 110839, "loss_fcos_cls": 0.2468611237127334, "loss_fcos_ctr": 0.6187935937196016, "loss_fcos_loc": 0.19721517735160887, "loss_mask": 0.26633938029408455, "loss_maskiou": 0.006006580922985449, "loss_sem_seg": 0.2753601330332458, "lr": 0.01, "mask_rcnn/accuracy": 0.8778630403774412, "mask_rcnn/false_negative": 0.09113613569377702, "mask_rcnn/false_positive": 0.16976415270838635, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.5, "time": 0.7273050639778376, "total_loss": 1.6385828569618752} {"data_time": 0.011243429966270924, "eta_seconds": 116029.5248194607, "iteration": 110859, "loss_fcos_cls": 0.2420280866790563, "loss_fcos_ctr": 0.6183642763644457, "loss_fcos_loc": 0.19108708831481636, "loss_mask": 0.27012661192566156, "loss_maskiou": 0.006252362894883845, "loss_sem_seg": 0.26919439202174544, "lr": 0.01, "mask_rcnn/accuracy": 0.8681921537715256, "mask_rcnn/false_negative": 0.09496109521162807, "mask_rcnn/false_positive": 0.1507995915515412, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7257107114419341, "total_loss": 1.5937516719350242} {"data_time": 0.010360616259276867, "eta_seconds": 115964.15918252897, "iteration": 110879, "loss_fcos_cls": 0.25932108343113214, "loss_fcos_ctr": 0.6215151902288198, "loss_fcos_loc": 0.2013794642407447, "loss_mask": 0.27481168136000633, "loss_maskiou": 0.005739136933698319, "loss_sem_seg": 0.3013643273152411, "lr": 0.01, "mask_rcnn/accuracy": 0.8912935364802053, "mask_rcnn/false_negative": 0.08609549923172104, "mask_rcnn/false_positive": 0.16594708288898025, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.708174348808825, "total_loss": 1.6668307872860169} {"data_time": 0.010301132686436176, "eta_seconds": 115949.58358795848, "iteration": 110899, "loss_fcos_cls": 0.25693918438628316, "loss_fcos_ctr": 0.6221599970012903, "loss_fcos_loc": 0.1975462295813486, "loss_mask": 0.27538769599050283, "loss_maskiou": 0.0069076185100129806, "loss_sem_seg": 0.29398751095868647, "lr": 0.01, "mask_rcnn/accuracy": 0.886999591503268, "mask_rcnn/false_negative": 0.10407751715610905, "mask_rcnn/false_positive": 0.11959588501250751, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.5, "time": 0.7226993413642049, "total_loss": 1.6325637392837962} {"data_time": 0.009830733761191368, "eta_seconds": 115887.89758363366, "iteration": 110919, "loss_fcos_cls": 0.2530112018575892, "loss_fcos_ctr": 0.6220379136502743, "loss_fcos_loc": 0.20217943750321865, "loss_mask": 0.2664389740675688, "loss_maskiou": 0.0051943524995294865, "loss_sem_seg": 0.29371414752677083, "lr": 0.01, "mask_rcnn/accuracy": 0.8650240807529909, "mask_rcnn/false_negative": 0.11621248877650489, "mask_rcnn/false_positive": 0.1448465906653777, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.71381123829633, "total_loss": 1.6508478921896312} {"data_time": 0.010357080958783627, "eta_seconds": 115882.17554832064, "iteration": 110939, "loss_fcos_cls": 0.2532354189315811, "loss_fcos_ctr": 0.6187875997275114, "loss_fcos_loc": 0.19258101913146675, "loss_mask": 0.2710926542058587, "loss_maskiou": 0.00567317203967832, "loss_sem_seg": 0.29304627841338515, "lr": 0.01, "mask_rcnn/accuracy": 0.8959730115809442, "mask_rcnn/false_negative": 0.0812160215490181, "mask_rcnn/false_positive": 0.11917525891940572, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7357541546225548, "total_loss": 1.6160566807593568} {"data_time": 0.00945393368601799, "eta_seconds": 115887.77020555548, "iteration": 110959, "loss_fcos_cls": 0.2335927743697539, "loss_fcos_ctr": 0.6169527247548103, "loss_fcos_loc": 0.19463132484816015, "loss_mask": 0.253045205026865, "loss_maskiou": 0.005369837752368767, "loss_sem_seg": 0.276309862267226, "lr": 0.01, "mask_rcnn/accuracy": 0.8875224618149147, "mask_rcnn/false_negative": 0.09217830454229764, "mask_rcnn/false_positive": 0.13080849055018623, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.5, "time": 0.7365354876965284, "total_loss": 1.5929096849540656} {"data_time": 0.010067341849207878, "eta_seconds": 115873.19688544236, "iteration": 110979, "loss_fcos_cls": 0.24461471766699106, "loss_fcos_ctr": 0.6199501203373075, "loss_fcos_loc": 0.1875709798769094, "loss_mask": 0.2684712097980082, "loss_maskiou": 0.005344661440176424, "loss_sem_seg": 0.2684322572313249, "lr": 0.01, "mask_rcnn/accuracy": 0.8728113538041945, "mask_rcnn/false_negative": 0.08722687452886144, "mask_rcnn/false_positive": 0.14377969685863282, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7145704422146082, "total_loss": 1.5921589885547291} {"data_time": 0.009885940700769424, "eta_seconds": 115876.70561510604, "iteration": 110999, "loss_fcos_cls": 0.23569789831526577, "loss_fcos_ctr": 0.6179480021819472, "loss_fcos_loc": 0.18960105546284467, "loss_mask": 0.2605351908132434, "loss_maskiou": 0.005162517059943639, "loss_sem_seg": 0.23453962104395032, "lr": 0.01, "mask_rcnn/accuracy": 0.8971603386500231, "mask_rcnn/false_negative": 0.08688274863086952, "mask_rcnn/false_positive": 0.127479654208772, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.25, "time": 0.7293301206082106, "total_loss": 1.5187726681033382} {"data_time": 0.009880676865577698, "eta_seconds": 115943.5635589892, "iteration": 111019, "loss_fcos_cls": 0.2345815529115498, "loss_fcos_ctr": 0.6183681068941951, "loss_fcos_loc": 0.18190315854735672, "loss_mask": 0.26123502803966403, "loss_maskiou": 0.005084033269667998, "loss_sem_seg": 0.28831621166318655, "lr": 0.01, "mask_rcnn/accuracy": 0.8874210610817754, "mask_rcnn/false_negative": 0.09000067233278203, "mask_rcnn/false_positive": 0.12191724565296674, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.7301294738426805, "total_loss": 1.5873032495219377} {"data_time": 0.010662375018000603, "eta_seconds": 115879.02013500966, "iteration": 111039, "loss_fcos_cls": 0.2589530856348574, "loss_fcos_ctr": 0.6208549994044006, "loss_fcos_loc": 0.2042217452544719, "loss_mask": 0.26755926571786404, "loss_maskiou": 0.005129217679495923, "loss_sem_seg": 0.2836553999222815, "lr": 0.01, "mask_rcnn/accuracy": 0.8823179445389266, "mask_rcnn/false_negative": 0.08538381782664388, "mask_rcnn/false_positive": 0.16146691929249873, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7235666383057833, "total_loss": 1.647633797765593} {"data_time": 0.009257064200937748, "eta_seconds": 115883.70504351426, "iteration": 111059, "loss_fcos_cls": 0.27370113891083747, "loss_fcos_ctr": 0.6223924327641726, "loss_fcos_loc": 0.19925743248313665, "loss_mask": 0.26282034907490015, "loss_maskiou": 0.005001168217859231, "loss_sem_seg": 0.2834162919316441, "lr": 0.01, "mask_rcnn/accuracy": 0.8890029241591741, "mask_rcnn/false_negative": 0.08082825956501302, "mask_rcnn/false_positive": 0.12964682233874641, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 33.0, "time": 0.7324094902724028, "total_loss": 1.637765227140335} {"data_time": 0.010196910239756107, "eta_seconds": 115790.27293258719, "iteration": 111079, "loss_fcos_cls": 0.24536127701867372, "loss_fcos_ctr": 0.619647067040205, "loss_fcos_loc": 0.19471209676703438, "loss_mask": 0.2673448920249939, "loss_maskiou": 0.005307904728397261, "loss_sem_seg": 0.27663853066042066, "lr": 0.01, "mask_rcnn/accuracy": 0.8785441969929564, "mask_rcnn/false_negative": 0.09273507885269965, "mask_rcnn/false_positive": 0.13016591924868837, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7119295904412866, "total_loss": 1.616225258418126} {"data_time": 0.009658521972596645, "eta_seconds": 115808.72900774237, "iteration": 111099, "loss_fcos_cls": 0.24216812662780285, "loss_fcos_ctr": 0.6215495830401778, "loss_fcos_loc": 0.19413830619305372, "loss_mask": 0.2812314461916685, "loss_maskiou": 0.005848349639563821, "loss_sem_seg": 0.2695680202450603, "lr": 0.01, "mask_rcnn/accuracy": 0.8641082434514638, "mask_rcnn/false_negative": 0.1032242999640042, "mask_rcnn/false_positive": 0.14498389235779796, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7321009365841746, "total_loss": 1.6180005145324685} {"data_time": 0.010580971837043762, "eta_seconds": 115884.81634906773, "iteration": 111119, "loss_fcos_cls": 0.24664643872529268, "loss_fcos_ctr": 0.6207566438242793, "loss_fcos_loc": 0.19350999689777382, "loss_mask": 0.2661941787227988, "loss_maskiou": 0.005343288634321652, "loss_sem_seg": 0.2890390637330711, "lr": 0.01, "mask_rcnn/accuracy": 0.8788847818286835, "mask_rcnn/false_negative": 0.10059317017804661, "mask_rcnn/false_positive": 0.1523382440699878, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 40.5, "time": 0.73029441293329, "total_loss": 1.613206566988083} {"data_time": 0.010696161538362503, "eta_seconds": 115882.26556095295, "iteration": 111139, "loss_fcos_cls": 0.25976379588246346, "loss_fcos_ctr": 0.6202743593603373, "loss_fcos_loc": 0.189623991609551, "loss_mask": 0.25642442144453526, "loss_maskiou": 0.006440804630983621, "loss_sem_seg": 0.2958472273312509, "lr": 0.01, "mask_rcnn/accuracy": 0.8869347170686457, "mask_rcnn/false_negative": 0.08579034909488578, "mask_rcnn/false_positive": 0.13176278296567978, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.5, "time": 0.7330993097275496, "total_loss": 1.6368427943089046} {"data_time": 0.01119802426546812, "eta_seconds": 115810.79515554104, "iteration": 111159, "loss_fcos_cls": 0.23966963356360793, "loss_fcos_ctr": 0.6181197427213192, "loss_fcos_loc": 0.1864241345319897, "loss_mask": 0.2496870062313974, "loss_maskiou": 0.00553408370615216, "loss_sem_seg": 0.31499379267916083, "lr": 0.01, "mask_rcnn/accuracy": 0.906545110280137, "mask_rcnn/false_negative": 0.07105561448344741, "mask_rcnn/false_positive": 0.13154984002286557, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.0, "time": 0.7264788504689932, "total_loss": 1.5859460942956503} {"data_time": 0.009677773341536522, "eta_seconds": 115815.85196013842, "iteration": 111179, "loss_fcos_cls": 0.2478370220051147, "loss_fcos_ctr": 0.621398308314383, "loss_fcos_loc": 0.19106681644916534, "loss_mask": 0.25277841184288263, "loss_maskiou": 0.00513366459927056, "loss_sem_seg": 0.2726203108904883, "lr": 0.01, "mask_rcnn/accuracy": 0.8973389887870042, "mask_rcnn/false_negative": 0.09814987581234169, "mask_rcnn/false_positive": 0.10094803710841052, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.0, "time": 0.7459090808406472, "total_loss": 1.6001413754420355} {"data_time": 0.0106783052906394, "eta_seconds": 115826.46585210506, "iteration": 111199, "loss_fcos_cls": 0.25456357235088944, "loss_fcos_ctr": 0.6198504474014044, "loss_fcos_loc": 0.19170601211953908, "loss_mask": 0.2719380175694823, "loss_maskiou": 0.005610559295746498, "loss_sem_seg": 0.28706196835264564, "lr": 0.01, "mask_rcnn/accuracy": 0.8955460750284434, "mask_rcnn/false_negative": 0.06794808904159819, "mask_rcnn/false_positive": 0.1269426572173974, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.75, "time": 0.7314624413847923, "total_loss": 1.6418651854473865} {"data_time": 0.010541913099586964, "eta_seconds": 115811.87822786439, "iteration": 111219, "loss_fcos_cls": 0.2517660395242274, "loss_fcos_ctr": 0.6184852346777916, "loss_fcos_loc": 0.18864018027670681, "loss_mask": 0.27179668890312314, "loss_maskiou": 0.0053149029990890995, "loss_sem_seg": 0.2748202863149345, "lr": 0.01, "mask_rcnn/accuracy": 0.8838321559204809, "mask_rcnn/false_negative": 0.09450669463514517, "mask_rcnn/false_positive": 0.12227774432273275, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.75, "time": 0.7317763585597277, "total_loss": 1.5990894844799186} {"data_time": 0.010559958405792713, "eta_seconds": 115828.86753830686, "iteration": 111239, "loss_fcos_cls": 0.2495751555543393, "loss_fcos_ctr": 0.6193323228508234, "loss_fcos_loc": 0.19765809806995094, "loss_mask": 0.26970165874809027, "loss_maskiou": 0.005332136774086393, "loss_sem_seg": 0.2911321986466646, "lr": 0.01, "mask_rcnn/accuracy": 0.8732505905588042, "mask_rcnn/false_negative": 0.10890272022211407, "mask_rcnn/false_positive": 0.14409031675533213, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 42.0, "time": 0.7260559890419245, "total_loss": 1.60974914986582} {"data_time": 0.00874559860676527, "eta_seconds": 115794.73072315566, "iteration": 111259, "loss_fcos_cls": 0.25261420104652643, "loss_fcos_ctr": 0.6206370629370213, "loss_fcos_loc": 0.19670560583472252, "loss_mask": 0.26095244754105806, "loss_maskiou": 0.005284486953314627, "loss_sem_seg": 0.266363060567528, "lr": 0.01, "mask_rcnn/accuracy": 0.8790725716516115, "mask_rcnn/false_negative": 0.09945852293402745, "mask_rcnn/false_positive": 0.13166592666811033, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7123989649116993, "total_loss": 1.6308220720675308} {"data_time": 0.0096353217959404, "eta_seconds": 115799.68433398381, "iteration": 111279, "loss_fcos_cls": 0.23810282547492534, "loss_fcos_ctr": 0.6180501794442534, "loss_fcos_loc": 0.1849206890910864, "loss_mask": 0.2640735497698188, "loss_maskiou": 0.005505515466211364, "loss_sem_seg": 0.2695315044838935, "lr": 0.01, "mask_rcnn/accuracy": 0.8820926573198989, "mask_rcnn/false_negative": 0.10597340640799373, "mask_rcnn/false_positive": 0.12141274829685755, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7374944947659969, "total_loss": 1.5944753190051415} {"data_time": 0.009750277735292912, "eta_seconds": 115855.8099924922, "iteration": 111299, "loss_fcos_cls": 0.24934524367563426, "loss_fcos_ctr": 0.6195373395457864, "loss_fcos_loc": 0.1984117742977105, "loss_mask": 0.2629680624231696, "loss_maskiou": 0.005220618448220193, "loss_sem_seg": 0.2635082306805998, "lr": 0.01, "mask_rcnn/accuracy": 0.8836551430917194, "mask_rcnn/false_negative": 0.10049322277415193, "mask_rcnn/false_positive": 0.12092577721971526, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7284629624336958, "total_loss": 1.5962861151638208} {"data_time": 0.008889998309314251, "eta_seconds": 115841.20947831869, "iteration": 111319, "loss_fcos_cls": 0.2397208835463971, "loss_fcos_ctr": 0.621535322163254, "loss_fcos_loc": 0.19813819078262895, "loss_mask": 0.2567940102890134, "loss_maskiou": 0.005797801823064219, "loss_sem_seg": 0.2542402786202729, "lr": 0.01, "mask_rcnn/accuracy": 0.8956505564182194, "mask_rcnn/false_negative": 0.09556060293631838, "mask_rcnn/false_positive": 0.12199442640618152, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.0, "time": 0.7297653090208769, "total_loss": 1.573093390725262} {"data_time": 0.009752138517796993, "eta_seconds": 115798.20063431002, "iteration": 111339, "loss_fcos_cls": 0.25316373771056533, "loss_fcos_ctr": 0.6209997413679957, "loss_fcos_loc": 0.20103216799907386, "loss_mask": 0.2648879708722234, "loss_maskiou": 0.004878581330558518, "loss_sem_seg": 0.2578590614721179, "lr": 0.01, "mask_rcnn/accuracy": 0.8772191470927995, "mask_rcnn/false_negative": 0.10356905872857648, "mask_rcnn/false_positive": 0.12721112719298205, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.75, "time": 0.7108507994562387, "total_loss": 1.6132427821903548} {"data_time": 0.010314839892089367, "eta_seconds": 115836.54343701713, "iteration": 111359, "loss_fcos_cls": 0.24906176165677607, "loss_fcos_ctr": 0.6193930115550756, "loss_fcos_loc": 0.18013655307004228, "loss_mask": 0.25693739391863346, "loss_maskiou": 0.005374716682126746, "loss_sem_seg": 0.28702955739572644, "lr": 0.01, "mask_rcnn/accuracy": 0.8814791244193239, "mask_rcnn/false_negative": 0.0936548860704633, "mask_rcnn/false_positive": 0.14759587381711758, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7667297655716538, "total_loss": 1.5951335946738254} {"data_time": 0.010154393501579762, "eta_seconds": 115797.40793579817, "iteration": 111379, "loss_fcos_cls": 0.2490744685055688, "loss_fcos_ctr": 0.6172222504392266, "loss_fcos_loc": 0.19543799408711493, "loss_mask": 0.2687099748291075, "loss_maskiou": 0.005216302706685383, "loss_sem_seg": 0.267093762755394, "lr": 0.01, "mask_rcnn/accuracy": 0.8890668217836585, "mask_rcnn/false_negative": 0.09308523661732968, "mask_rcnn/false_positive": 0.13900072741090835, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.25, "time": 0.7199955955147743, "total_loss": 1.5883412884868449} {"data_time": 0.009719723835587502, "eta_seconds": 115708.6106870491, "iteration": 111399, "loss_fcos_cls": 0.23330404999433085, "loss_fcos_ctr": 0.6195545485243201, "loss_fcos_loc": 0.1865205322392285, "loss_mask": 0.26836006715893745, "loss_maskiou": 0.005123390612425283, "loss_sem_seg": 0.29329073801636696, "lr": 0.01, "mask_rcnn/accuracy": 0.8806044850166107, "mask_rcnn/false_negative": 0.1161748386129249, "mask_rcnn/false_positive": 0.13430528034201564, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.5, "time": 0.7139117140322924, "total_loss": 1.5762372581957607} {"data_time": 0.01003993395715952, "eta_seconds": 115739.81290165521, "iteration": 111419, "loss_fcos_cls": 0.24712545541115105, "loss_fcos_ctr": 0.6189570887945592, "loss_fcos_loc": 0.19213131698779762, "loss_mask": 0.2514429250732064, "loss_maskiou": 0.004859190419665538, "loss_sem_seg": 0.24823621893301606, "lr": 0.01, "mask_rcnn/accuracy": 0.8979116547726685, "mask_rcnn/false_negative": 0.08524599111092486, "mask_rcnn/false_positive": 0.12633825902502324, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.5, "time": 0.7405104152858257, "total_loss": 1.5951737767318264} {"data_time": 0.00989689864218235, "eta_seconds": 115651.41436121706, "iteration": 111439, "loss_fcos_cls": 0.2566160155693069, "loss_fcos_ctr": 0.6205013422295451, "loss_fcos_loc": 0.20076766959391534, "loss_mask": 0.27447090577334166, "loss_maskiou": 0.006408278044546023, "loss_sem_seg": 0.28584242635406554, "lr": 0.01, "mask_rcnn/accuracy": 0.8854841597080259, "mask_rcnn/false_negative": 0.10579400468810155, "mask_rcnn/false_positive": 0.13086008503824823, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.75, "time": 0.7355547258630395, "total_loss": 1.6572240470704855} {"data_time": 0.010587291792035103, "eta_seconds": 115636.82673697639, "iteration": 111459, "loss_fcos_cls": 0.25866871047765017, "loss_fcos_ctr": 0.6199895187746733, "loss_fcos_loc": 0.19509500684216619, "loss_mask": 0.27100769989192486, "loss_maskiou": 0.005993797924020328, "loss_sem_seg": 0.2713949494063854, "lr": 0.01, "mask_rcnn/accuracy": 0.8859488150098749, "mask_rcnn/false_negative": 0.0919033073605543, "mask_rcnn/false_positive": 0.14208311692073075, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 33.5, "time": 0.7332898154854774, "total_loss": 1.633176463918062} {"data_time": 0.00974280945956707, "eta_seconds": 115558.26995817758, "iteration": 111479, "loss_fcos_cls": 0.2512537990696728, "loss_fcos_ctr": 0.6201937049627304, "loss_fcos_loc": 0.19649131651385687, "loss_mask": 0.266551923006773, "loss_maskiou": 0.005669456819305196, "loss_sem_seg": 0.2499808156862855, "lr": 0.01, "mask_rcnn/accuracy": 0.8836991145664616, "mask_rcnn/false_negative": 0.09760657838397467, "mask_rcnn/false_positive": 0.14104841850766728, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.75, "time": 0.7373927999287844, "total_loss": 1.6285745477798628} {"data_time": 0.009246931411325932, "eta_seconds": 115536.9668111857, "iteration": 111499, "loss_fcos_cls": 0.24068929092027247, "loss_fcos_ctr": 0.6206229524686933, "loss_fcos_loc": 0.20008791552390903, "loss_mask": 0.2582744248211384, "loss_maskiou": 0.005304562633682508, "loss_sem_seg": 0.26092551660258323, "lr": 0.01, "mask_rcnn/accuracy": 0.8919224657075946, "mask_rcnn/false_negative": 0.10436687717535567, "mask_rcnn/false_positive": 0.13847315352753514, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.5, "time": 0.7255190266296268, "total_loss": 1.6012304422511079} {"data_time": 0.009397448971867561, "eta_seconds": 115468.69485103246, "iteration": 111519, "loss_fcos_cls": 0.2447013019118458, "loss_fcos_ctr": 0.6197010893374681, "loss_fcos_loc": 0.19236794661264867, "loss_mask": 0.2608916275203228, "loss_maskiou": 0.005049975654401351, "loss_sem_seg": 0.2899053771980107, "lr": 0.01, "mask_rcnn/accuracy": 0.9048160173160174, "mask_rcnn/false_negative": 0.08401776517160076, "mask_rcnn/false_positive": 0.12251222947198158, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.7176319537684321, "total_loss": 1.6207363958437782} {"data_time": 0.010107859969139099, "eta_seconds": 115507.8094009962, "iteration": 111539, "loss_fcos_cls": 0.25650969333946705, "loss_fcos_ctr": 0.6201681545935571, "loss_fcos_loc": 0.1935970584745519, "loss_mask": 0.25992549676448107, "loss_maskiou": 0.005407795601058751, "loss_sem_seg": 0.2669592294842005, "lr": 0.01, "mask_rcnn/accuracy": 0.8946920434840603, "mask_rcnn/false_negative": 0.09347148369012315, "mask_rcnn/false_positive": 0.11697109029160846, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.5, "time": 0.7307503148913383, "total_loss": 1.6058823690837016} {"data_time": 0.009774778969585896, "eta_seconds": 115493.23069590144, "iteration": 111559, "loss_fcos_cls": 0.2545678267488256, "loss_fcos_ctr": 0.6170515716075897, "loss_fcos_loc": 0.18563260685186833, "loss_mask": 0.2639494501054287, "loss_maskiou": 0.005508259862835985, "loss_sem_seg": 0.23859631922096014, "lr": 0.01, "mask_rcnn/accuracy": 0.8807416228606506, "mask_rcnn/false_negative": 0.08963858891413974, "mask_rcnn/false_positive": 0.15013042691817163, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.75, "time": 0.732378488406539, "total_loss": 1.5675800331591745} {"data_time": 0.010026717558503151, "eta_seconds": 115393.82458991278, "iteration": 111579, "loss_fcos_cls": 0.24143113242462277, "loss_fcos_ctr": 0.6181790591217577, "loss_fcos_loc": 0.19060288649052382, "loss_mask": 0.2571607632562518, "loss_maskiou": 0.005382646653742995, "loss_sem_seg": 0.25103515770751983, "lr": 0.01, "mask_rcnn/accuracy": 0.8821121573913527, "mask_rcnn/false_negative": 0.10906510282048493, "mask_rcnn/false_positive": 0.12472751830973308, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.75, "time": 0.7230854323133826, "total_loss": 1.5856432435757597} {"data_time": 0.009885636158287525, "eta_seconds": 115464.07328571193, "iteration": 111599, "loss_fcos_cls": 0.24823074392043054, "loss_fcos_ctr": 0.6203462081030011, "loss_fcos_loc": 0.19785977469291538, "loss_mask": 0.2674938961863518, "loss_maskiou": 0.005602172554063145, "loss_sem_seg": 0.3012238754890859, "lr": 0.01, "mask_rcnn/accuracy": 0.8905968563548351, "mask_rcnn/false_negative": 0.10314501686686155, "mask_rcnn/false_positive": 0.1119094886526161, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7374587450176477, "total_loss": 1.6361971949227154} {"data_time": 0.01025319006294012, "eta_seconds": 115279.22578084748, "iteration": 111619, "loss_fcos_cls": 0.2566564630251378, "loss_fcos_ctr": 0.6192813580855727, "loss_fcos_loc": 0.1891893224674277, "loss_mask": 0.27246218267828226, "loss_maskiou": 0.006139570803497918, "loss_sem_seg": 0.2865730107296258, "lr": 0.01, "mask_rcnn/accuracy": 0.8688574113856069, "mask_rcnn/false_negative": 0.1117435798527594, "mask_rcnn/false_positive": 0.12359765675192713, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.722731695510447, "total_loss": 1.6116665373706383} {"data_time": 0.010540243238210678, "eta_seconds": 115329.35454194248, "iteration": 111639, "loss_fcos_cls": 0.23348985193297267, "loss_fcos_ctr": 0.6216632057912648, "loss_fcos_loc": 0.19448256539180875, "loss_mask": 0.2793181948363781, "loss_maskiou": 0.005872269641258754, "loss_sem_seg": 0.2492753271944821, "lr": 0.01, "mask_rcnn/accuracy": 0.8795567632001124, "mask_rcnn/false_negative": 0.10109636849626899, "mask_rcnn/false_positive": 0.1208156704461024, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.0, "time": 0.7220110660418868, "total_loss": 1.591787223398569} {"data_time": 0.010314821265637875, "eta_seconds": 115163.23470062297, "iteration": 111659, "loss_fcos_cls": 0.23710210877470672, "loss_fcos_ctr": 0.618514355737716, "loss_fcos_loc": 0.1871011742623523, "loss_mask": 0.2607518588192761, "loss_maskiou": 0.0053333151881815866, "loss_sem_seg": 0.2708938675932586, "lr": 0.01, "mask_rcnn/accuracy": 0.8799713729476754, "mask_rcnn/false_negative": 0.0850139946383103, "mask_rcnn/false_positive": 0.14212488300210385, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 29.75, "time": 0.717166212387383, "total_loss": 1.5852418820213643} {"data_time": 0.010336053557693958, "eta_seconds": 115191.15553567279, "iteration": 111679, "loss_fcos_cls": 0.24382639303803444, "loss_fcos_ctr": 0.6182191949337721, "loss_fcos_loc": 0.19237419159617275, "loss_mask": 0.26844661124050617, "loss_maskiou": 0.006094592259614728, "loss_sem_seg": 0.2785688345320523, "lr": 0.01, "mask_rcnn/accuracy": 0.8896683673469388, "mask_rcnn/false_negative": 0.1093450046956303, "mask_rcnn/false_positive": 0.12404429495379829, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.0, "time": 0.7401988608762622, "total_loss": 1.6013623818726046} {"data_time": 0.010293601080775261, "eta_seconds": 115176.60394042823, "iteration": 111699, "loss_fcos_cls": 0.26096626184880733, "loss_fcos_ctr": 0.6198173495940864, "loss_fcos_loc": 0.19600913397152908, "loss_mask": 0.2751728603616357, "loss_maskiou": 0.006014348826283822, "loss_sem_seg": 0.26125504868105054, "lr": 0.01, "mask_rcnn/accuracy": 0.8633923304682234, "mask_rcnn/false_negative": 0.12163842989171578, "mask_rcnn/false_positive": 0.13286825325046991, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7302434705197811, "total_loss": 1.6244838786951732} {"data_time": 0.010473904199898243, "eta_seconds": 115162.05234518368, "iteration": 111719, "loss_fcos_cls": 0.2543091082479805, "loss_fcos_ctr": 0.6191885224543512, "loss_fcos_loc": 0.19188187341205776, "loss_mask": 0.268340352922678, "loss_maskiou": 0.005831895221490413, "loss_sem_seg": 0.26730219926685095, "lr": 0.01, "mask_rcnn/accuracy": 0.885314722479901, "mask_rcnn/false_negative": 0.09510322672342209, "mask_rcnn/false_positive": 0.13037663448406528, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7312264712527394, "total_loss": 1.6107770280214027} {"data_time": 0.010623758658766747, "eta_seconds": 115105.04977835994, "iteration": 111739, "loss_fcos_cls": 0.24712557112798095, "loss_fcos_ctr": 0.6192628992721438, "loss_fcos_loc": 0.18955242238007486, "loss_mask": 0.2620194489136338, "loss_maskiou": 0.005643590411636978, "loss_sem_seg": 0.2650033887475729, "lr": 0.01, "mask_rcnn/accuracy": 0.8715826138147567, "mask_rcnn/false_negative": 0.11437089999470665, "mask_rcnn/false_positive": 0.12805512408355557, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.7142013888806105, "total_loss": 1.625497056680615} {"data_time": 0.009305546060204506, "eta_seconds": 115177.32535333838, "iteration": 111759, "loss_fcos_cls": 0.2536270178388804, "loss_fcos_ctr": 0.619095865637064, "loss_fcos_loc": 0.19127912784460932, "loss_mask": 0.26433234568685293, "loss_maskiou": 0.0050777185169863515, "loss_sem_seg": 0.3028845477383584, "lr": 0.01, "mask_rcnn/accuracy": 0.8983047591791622, "mask_rcnn/false_negative": 0.07795816064645861, "mask_rcnn/false_positive": 0.13637821185389432, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.75, "time": 0.7455285238102078, "total_loss": 1.6300031551327265} {"data_time": 0.011061131954193115, "eta_seconds": 115162.76814940851, "iteration": 111779, "loss_fcos_cls": 0.2481426978483796, "loss_fcos_ctr": 0.6187961753457785, "loss_fcos_loc": 0.18569332547485828, "loss_mask": 0.26114662224426866, "loss_maskiou": 0.005382722316426225, "loss_sem_seg": 0.32852177508175373, "lr": 0.01, "mask_rcnn/accuracy": 0.9029326244110804, "mask_rcnn/false_negative": 0.0831607391764081, "mask_rcnn/false_positive": 0.1347394184636997, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 38.0, "time": 0.7339270543307066, "total_loss": 1.6256100170576246} {"data_time": 0.010655148886144161, "eta_seconds": 115072.78455440048, "iteration": 111799, "loss_fcos_cls": 0.24883265257813036, "loss_fcos_ctr": 0.6169536807574332, "loss_fcos_loc": 0.1972617831779644, "loss_mask": 0.2741351295262575, "loss_maskiou": 0.005505729634023737, "loss_sem_seg": 0.304122107103467, "lr": 0.01, "mask_rcnn/accuracy": 0.9040627840204908, "mask_rcnn/false_negative": 0.09345121440369009, "mask_rcnn/false_positive": 0.09684696801176394, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.75, "time": 0.7129559060558677, "total_loss": 1.6356242178298999} {"data_time": 0.010446104221045971, "eta_seconds": 115089.2943689609, "iteration": 111819, "loss_fcos_cls": 0.2542996669653803, "loss_fcos_ctr": 0.6198883326724172, "loss_fcos_loc": 0.18454075313638896, "loss_mask": 0.25769583974033594, "loss_maskiou": 0.005360753173590638, "loss_sem_seg": 0.2702421953435987, "lr": 0.01, "mask_rcnn/accuracy": 0.8981675448458906, "mask_rcnn/false_negative": 0.07509407017322017, "mask_rcnn/false_positive": 0.13709608235630538, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7326896199956536, "total_loss": 1.5708181713707745} {"data_time": 0.00963321328163147, "eta_seconds": 115094.68910827767, "iteration": 111839, "loss_fcos_cls": 0.24561194120906293, "loss_fcos_ctr": 0.6197788398712873, "loss_fcos_loc": 0.19531503348844126, "loss_mask": 0.2592189568094909, "loss_maskiou": 0.005500059793121181, "loss_sem_seg": 0.2719989645993337, "lr": 0.01, "mask_rcnn/accuracy": 0.8875852424303055, "mask_rcnn/false_negative": 0.0982867076843947, "mask_rcnn/false_positive": 0.12616523600222695, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7314988039433956, "total_loss": 1.5848917645635083} {"data_time": 0.00973400566726923, "eta_seconds": 115060.19117847178, "iteration": 111859, "loss_fcos_cls": 0.2634086760226637, "loss_fcos_ctr": 0.6203618263825774, "loss_fcos_loc": 0.1950643800664693, "loss_mask": 0.27114701038226485, "loss_maskiou": 0.005123443312186282, "loss_sem_seg": 0.2727630320005119, "lr": 0.01, "mask_rcnn/accuracy": 0.8833889324960753, "mask_rcnn/false_negative": 0.09983907037902194, "mask_rcnn/false_positive": 0.1299782596087789, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.5, "time": 0.714784624055028, "total_loss": 1.6529183372185798} {"data_time": 0.010870704427361488, "eta_seconds": 115132.55724188592, "iteration": 111879, "loss_fcos_cls": 0.2617910517146811, "loss_fcos_ctr": 0.6210706019774079, "loss_fcos_loc": 0.18973011279013008, "loss_mask": 0.26745812874287367, "loss_maskiou": 0.0058908779101329856, "loss_sem_seg": 0.301030486356467, "lr": 0.01, "mask_rcnn/accuracy": 0.8839553303839018, "mask_rcnn/false_negative": 0.10091754189836917, "mask_rcnn/false_positive": 0.10338422955716822, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.75, "time": 0.7364257043227553, "total_loss": 1.6472938962378976} {"data_time": 0.009175620041787624, "eta_seconds": 115140.00468824804, "iteration": 111899, "loss_fcos_cls": 0.24090019543655217, "loss_fcos_ctr": 0.6203657812438905, "loss_fcos_loc": 0.1897793107200414, "loss_mask": 0.25877327332273126, "loss_maskiou": 0.005472864089824725, "loss_sem_seg": 0.27371846139431, "lr": 0.01, "mask_rcnn/accuracy": 0.8962195803814342, "mask_rcnn/false_negative": 0.07550514040245732, "mask_rcnn/false_positive": 0.13647278065353025, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 35.25, "time": 0.7117924056947231, "total_loss": 1.5874114454200026} {"data_time": 0.009634816087782383, "eta_seconds": 115125.43931488693, "iteration": 111919, "loss_fcos_cls": 0.24862326146103442, "loss_fcos_ctr": 0.6171745145693421, "loss_fcos_loc": 0.19669047312345356, "loss_mask": 0.2555760685354471, "loss_maskiou": 0.005604882680927403, "loss_sem_seg": 0.29963900154689327, "lr": 0.01, "mask_rcnn/accuracy": 0.8910198883917072, "mask_rcnn/false_negative": 0.09741567815643809, "mask_rcnn/false_positive": 0.11570477919202951, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 25.5, "time": 0.7122409455478191, "total_loss": 1.6363652504660422} {"data_time": 0.01071094535291195, "eta_seconds": 115046.31051796954, "iteration": 111939, "loss_fcos_cls": 0.26184512965846807, "loss_fcos_ctr": 0.6203894438222051, "loss_fcos_loc": 0.19703282578848302, "loss_mask": 0.25583324395120144, "loss_maskiou": 0.005710086068575038, "loss_sem_seg": 0.2974624400958419, "lr": 0.01, "mask_rcnn/accuracy": 0.8699680862719024, "mask_rcnn/false_negative": 0.09845889293920537, "mask_rcnn/false_positive": 0.13550084426839992, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.75, "time": 0.7192235067486763, "total_loss": 1.6103391452597862} {"data_time": 0.00901138223707676, "eta_seconds": 115007.36440311652, "iteration": 111959, "loss_fcos_cls": 0.2515666384715587, "loss_fcos_ctr": 0.6216335436329246, "loss_fcos_loc": 0.19548377068713307, "loss_mask": 0.25615705037489533, "loss_maskiou": 0.0053125672857277095, "loss_sem_seg": 0.289093665080145, "lr": 0.01, "mask_rcnn/accuracy": 0.8776022719140257, "mask_rcnn/false_negative": 0.09737469054911391, "mask_rcnn/false_positive": 0.11591943546788706, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.719874856993556, "total_loss": 1.6034525617506006} {"data_time": 0.01027943380177021, "eta_seconds": 114992.81028558966, "iteration": 111979, "loss_fcos_cls": 0.2621300099417567, "loss_fcos_ctr": 0.6203580480068922, "loss_fcos_loc": 0.19405820686370134, "loss_mask": 0.25912576681002975, "loss_maskiou": 0.005800121893116739, "loss_sem_seg": 0.25895522884093225, "lr": 0.01, "mask_rcnn/accuracy": 0.8831531192022264, "mask_rcnn/false_negative": 0.08025012166755598, "mask_rcnn/false_positive": 0.12544157247723953, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 27.75, "time": 0.7174014048650861, "total_loss": 1.588827331594075} {"data_time": 0.010508381761610508, "eta_seconds": 114995.33688678592, "iteration": 111999, "loss_fcos_cls": 0.2531739587429911, "loss_fcos_ctr": 0.6198784234002233, "loss_fcos_loc": 0.1879524146206677, "loss_mask": 0.26554586831480265, "loss_maskiou": 0.005557287222472951, "loss_sem_seg": 0.24442285811528563, "lr": 0.01, "mask_rcnn/accuracy": 0.8715381448046804, "mask_rcnn/false_negative": 0.11590863705411562, "mask_rcnn/false_positive": 0.13419982900356964, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7371395034715533, "total_loss": 1.5900485286329058} {"data_time": 0.010009846650063992, "eta_seconds": 114963.70205053594, "iteration": 112019, "loss_fcos_cls": 0.24520842521451414, "loss_fcos_ctr": 0.6207898985594511, "loss_fcos_loc": 0.20237959106452763, "loss_mask": 0.26829076232388616, "loss_maskiou": 0.005471938056871295, "loss_sem_seg": 0.2511151609942317, "lr": 0.01, "mask_rcnn/accuracy": 0.8816521400226758, "mask_rcnn/false_negative": 0.09643008483705626, "mask_rcnn/false_positive": 0.14937199183260447, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7263041269034147, "total_loss": 1.6044156161078718} {"data_time": 0.009901607409119606, "eta_seconds": 114983.69998576399, "iteration": 112039, "loss_fcos_cls": 0.2555996782029979, "loss_fcos_ctr": 0.6195889934897423, "loss_fcos_loc": 0.1963384400587529, "loss_mask": 0.274395190179348, "loss_maskiou": 0.005644235308864154, "loss_sem_seg": 0.2755226765293628, "lr": 0.01, "mask_rcnn/accuracy": 0.8885443239795918, "mask_rcnn/false_negative": 0.0957987444424372, "mask_rcnn/false_positive": 0.12491300312268803, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.25, "time": 0.7314905393868685, "total_loss": 1.6286043979962415} {"data_time": 0.010438470169901848, "eta_seconds": 114894.7251584502, "iteration": 112059, "loss_fcos_cls": 0.2538461582735181, "loss_fcos_ctr": 0.6175334798172116, "loss_fcos_loc": 0.18854168360121548, "loss_mask": 0.2606251775287092, "loss_maskiou": 0.0058365030636196025, "loss_sem_seg": 0.29347535129636526, "lr": 0.01, "mask_rcnn/accuracy": 0.8921821853741496, "mask_rcnn/false_negative": 0.08591053272313826, "mask_rcnn/false_positive": 0.1504431730311187, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7141094813123345, "total_loss": 1.6118964359993697} {"data_time": 0.009818146005272865, "eta_seconds": 114970.68952155765, "iteration": 112079, "loss_fcos_cls": 0.23901254031807184, "loss_fcos_ctr": 0.6238061999902129, "loss_fcos_loc": 0.20585221867077053, "loss_mask": 0.2711149421520531, "loss_maskiou": 0.005007718056731392, "loss_sem_seg": 0.29990916699171066, "lr": 0.01, "mask_rcnn/accuracy": 0.8745051900070373, "mask_rcnn/false_negative": 0.09863972428004608, "mask_rcnn/false_positive": 0.14159600805599723, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7468261756002903, "total_loss": 1.643614372704178} {"data_time": 0.010420938953757286, "eta_seconds": 114972.36876222026, "iteration": 112099, "loss_fcos_cls": 0.258739321725443, "loss_fcos_ctr": 0.6211883360520005, "loss_fcos_loc": 0.1958945287624374, "loss_mask": 0.2765717012807727, "loss_maskiou": 0.006161420431453735, "loss_sem_seg": 0.2624198980629444, "lr": 0.01, "mask_rcnn/accuracy": 0.8714592558721601, "mask_rcnn/false_negative": 0.09957797035072684, "mask_rcnn/false_positive": 0.16984434657956407, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.7349520912393928, "total_loss": 1.6322128700703615} {"data_time": 0.010150724090635777, "eta_seconds": 114941.5684573492, "iteration": 112119, "loss_fcos_cls": 0.2406431706622243, "loss_fcos_ctr": 0.6194834718480706, "loss_fcos_loc": 0.1937311296351254, "loss_mask": 0.25705493800342083, "loss_maskiou": 0.005490736592037138, "loss_sem_seg": 0.2860582321882248, "lr": 0.01, "mask_rcnn/accuracy": 0.8633593588950732, "mask_rcnn/false_negative": 0.11140648312528552, "mask_rcnn/false_positive": 0.14145823418403738, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7205647425726056, "total_loss": 1.6089486141718226} {"data_time": 0.01022373978048563, "eta_seconds": 114910.90752434265, "iteration": 112139, "loss_fcos_cls": 0.26959361555054784, "loss_fcos_ctr": 0.617583345156163, "loss_fcos_loc": 0.18441245472058654, "loss_mask": 0.26949216797947884, "loss_maskiou": 0.00612958513374906, "loss_sem_seg": 0.2642077677883208, "lr": 0.01, "mask_rcnn/accuracy": 0.8848223579049106, "mask_rcnn/false_negative": 0.09314095497738611, "mask_rcnn/false_positive": 0.13924379486516833, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7178064472973347, "total_loss": 1.6186844694748288} {"data_time": 0.009941327385604382, "eta_seconds": 114975.98249929398, "iteration": 112159, "loss_fcos_cls": 0.26769081177189946, "loss_fcos_ctr": 0.6188068119809031, "loss_fcos_loc": 0.19862196932081133, "loss_mask": 0.2632586769759655, "loss_maskiou": 0.00513030681759119, "loss_sem_seg": 0.2655210446100682, "lr": 0.01, "mask_rcnn/accuracy": 0.9023147473275024, "mask_rcnn/false_negative": 0.06754274704100476, "mask_rcnn/false_positive": 0.125715724117863, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7350768409669399, "total_loss": 1.5976786967148655} {"data_time": 0.010350021533668041, "eta_seconds": 114936.08946119249, "iteration": 112179, "loss_fcos_cls": 0.26167880301363766, "loss_fcos_ctr": 0.6179987080395222, "loss_fcos_loc": 0.19180103717371821, "loss_mask": 0.2791308225132525, "loss_maskiou": 0.005874025373486802, "loss_sem_seg": 0.3386909174732864, "lr": 0.01, "mask_rcnn/accuracy": 0.8752129954298322, "mask_rcnn/false_negative": 0.10189452669606194, "mask_rcnn/false_positive": 0.14440797344908368, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.25, "time": 0.7288577435538173, "total_loss": 1.688014247600222} {"data_time": 0.009499930776655674, "eta_seconds": 114883.32632893231, "iteration": 112199, "loss_fcos_cls": 0.2538330783136189, "loss_fcos_ctr": 0.6213545296341181, "loss_fcos_loc": 0.2038944613886997, "loss_mask": 0.2639520769007504, "loss_maskiou": 0.0050551866843306925, "loss_sem_seg": 0.3061413741670549, "lr": 0.01, "mask_rcnn/accuracy": 0.8843234295315339, "mask_rcnn/false_negative": 0.08272694481776777, "mask_rcnn/false_positive": 0.14532999977978103, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 23.5, "time": 0.7268175911158323, "total_loss": 1.660107158975734} {"data_time": 0.00974542647600174, "eta_seconds": 114760.06484418735, "iteration": 112219, "loss_fcos_cls": 0.24893257417716086, "loss_fcos_ctr": 0.6184985991567373, "loss_fcos_loc": 0.1923855742206797, "loss_mask": 0.2667305814102292, "loss_maskiou": 0.005494002713021473, "loss_sem_seg": 0.29404513153713197, "lr": 0.01, "mask_rcnn/accuracy": 0.8925295422120216, "mask_rcnn/false_negative": 0.09550259868170105, "mask_rcnn/false_positive": 0.12117784336664111, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.5, "time": 0.7091608438640833, "total_loss": 1.6467548243890633} {"data_time": 0.009636093862354755, "eta_seconds": 114632.26135950163, "iteration": 112239, "loss_fcos_cls": 0.2514441136736423, "loss_fcos_ctr": 0.6178589025512338, "loss_fcos_loc": 0.1959805137012154, "loss_mask": 0.26760190166532993, "loss_maskiou": 0.006407642169506289, "loss_sem_seg": 0.2813127296976745, "lr": 0.01, "mask_rcnn/accuracy": 0.8784580550855705, "mask_rcnn/false_negative": 0.11781452569870002, "mask_rcnn/false_positive": 0.11891492831856243, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7205741973593831, "total_loss": 1.6480205677435151} {"data_time": 0.010655064135789871, "eta_seconds": 114749.23446868826, "iteration": 112259, "loss_fcos_cls": 0.25679222238250077, "loss_fcos_ctr": 0.6217467151582241, "loss_fcos_loc": 0.1950902458629571, "loss_mask": 0.26498153805732727, "loss_maskiou": 0.00547778197505977, "loss_sem_seg": 0.3086344946641475, "lr": 0.01, "mask_rcnn/accuracy": 0.8845289868283761, "mask_rcnn/false_negative": 0.09526343095525486, "mask_rcnn/false_positive": 0.14801791955821042, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.75, "time": 0.7325062500312924, "total_loss": 1.6676925820793258} {"data_time": 0.011587302200496197, "eta_seconds": 114584.65313836467, "iteration": 112279, "loss_fcos_cls": 0.2518251441651955, "loss_fcos_ctr": 0.6176610197871923, "loss_fcos_loc": 0.19323937373701483, "loss_mask": 0.2591307139955461, "loss_maskiou": 0.005580925717367791, "loss_sem_seg": 0.2841386152431369, "lr": 0.01, "mask_rcnn/accuracy": 0.8988224195928372, "mask_rcnn/false_negative": 0.0867274078423814, "mask_rcnn/false_positive": 0.12952567456548847, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.75, "time": 0.7130680726841092, "total_loss": 1.6272884905501996} {"data_time": 0.010389246046543121, "eta_seconds": 114566.7814967623, "iteration": 112299, "loss_fcos_cls": 0.2579447195166722, "loss_fcos_ctr": 0.6190564371645451, "loss_fcos_loc": 0.18977721175178885, "loss_mask": 0.2699512871913612, "loss_maskiou": 0.005191347947402392, "loss_sem_seg": 0.3144713472574949, "lr": 0.01, "mask_rcnn/accuracy": 0.889823082010582, "mask_rcnn/false_negative": 0.07378333352601363, "mask_rcnn/false_positive": 0.11872741349954737, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.7264113901183009, "total_loss": 1.6520509560941719} {"data_time": 0.00977726373821497, "eta_seconds": 114531.55369223747, "iteration": 112319, "loss_fcos_cls": 0.24410401959903538, "loss_fcos_ctr": 0.6195903550833464, "loss_fcos_loc": 0.18885400600265712, "loss_mask": 0.26167778205126524, "loss_maskiou": 0.004900514060864225, "loss_sem_seg": 0.3003844483755529, "lr": 0.01, "mask_rcnn/accuracy": 0.8952208685198217, "mask_rcnn/false_negative": 0.06900201736930603, "mask_rcnn/false_positive": 0.15407736568806496, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.722981583327055, "total_loss": 1.6023966049906448} {"data_time": 0.009934463538229465, "eta_seconds": 114691.03819278348, "iteration": 112339, "loss_fcos_cls": 0.25484220241196454, "loss_fcos_ctr": 0.620728456415236, "loss_fcos_loc": 0.19138220301829278, "loss_mask": 0.27766280621290207, "loss_maskiou": 0.005379325695685111, "loss_sem_seg": 0.29772463988047093, "lr": 0.01, "mask_rcnn/accuracy": 0.883203849721707, "mask_rcnn/false_negative": 0.09783613930126867, "mask_rcnn/false_positive": 0.13894414296519247, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7546412479132414, "total_loss": 1.636719205402187} {"data_time": 0.010962365195155144, "eta_seconds": 114713.30567974783, "iteration": 112359, "loss_fcos_cls": 0.26219766098074615, "loss_fcos_ctr": 0.6198851699009538, "loss_fcos_loc": 0.1943926268722862, "loss_mask": 0.26939434511587024, "loss_maskiou": 0.00565179911791347, "loss_sem_seg": 0.2784915594384074, "lr": 0.01, "mask_rcnn/accuracy": 0.881296822526479, "mask_rcnn/false_negative": 0.08915565483347208, "mask_rcnn/false_positive": 0.14178938951476844, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.5, "time": 0.742006205022335, "total_loss": 1.629383424333355} {"data_time": 0.00958229973912239, "eta_seconds": 114722.89210091252, "iteration": 112379, "loss_fcos_cls": 0.2405478423461318, "loss_fcos_ctr": 0.6184151088818908, "loss_fcos_loc": 0.18341462616808712, "loss_mask": 0.25480512948706746, "loss_maskiou": 0.005200235820666421, "loss_sem_seg": 0.26707948418334126, "lr": 0.01, "mask_rcnn/accuracy": 0.888581702801845, "mask_rcnn/false_negative": 0.10087671579605853, "mask_rcnn/false_positive": 0.13471367815560437, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.5, "time": 0.7314415369182825, "total_loss": 1.5747365326387808} {"data_time": 0.009671233594417572, "eta_seconds": 114728.44864115305, "iteration": 112399, "loss_fcos_cls": 0.2591071370989084, "loss_fcos_ctr": 0.6225474076345563, "loss_fcos_loc": 0.1972314438316971, "loss_mask": 0.2537030787207186, "loss_maskiou": 0.005686775526555721, "loss_sem_seg": 0.2635248184669763, "lr": 0.01, "mask_rcnn/accuracy": 0.8770175673265561, "mask_rcnn/false_negative": 0.08493333609892481, "mask_rcnn/false_positive": 0.16995919866007775, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7212461121380329, "total_loss": 1.6236382309507462} {"data_time": 0.011251920834183693, "eta_seconds": 114729.9611291606, "iteration": 112419, "loss_fcos_cls": 0.25014339853078127, "loss_fcos_ctr": 0.6182874199002981, "loss_fcos_loc": 0.19084511161781847, "loss_mask": 0.25981298508122563, "loss_maskiou": 0.005308084924763534, "loss_sem_seg": 0.28946812776848674, "lr": 0.01, "mask_rcnn/accuracy": 0.8885999582828102, "mask_rcnn/false_negative": 0.10252440863828766, "mask_rcnn/false_positive": 0.12700498811622893, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7328023910522461, "total_loss": 1.6101772405672818} {"data_time": 0.010206149891018867, "eta_seconds": 114699.32993032224, "iteration": 112439, "loss_fcos_cls": 0.24707383918575943, "loss_fcos_ctr": 0.6183172836899757, "loss_fcos_loc": 0.1907086024293676, "loss_mask": 0.2523727994412184, "loss_maskiou": 0.005370032828068361, "loss_sem_seg": 0.28167830128222704, "lr": 0.01, "mask_rcnn/accuracy": 0.8733962624401612, "mask_rcnn/false_negative": 0.09247802925076455, "mask_rcnn/false_positive": 0.15667363436687776, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.5, "time": 0.727838434278965, "total_loss": 1.6039630049745028} {"data_time": 0.010262437164783478, "eta_seconds": 114628.28280136175, "iteration": 112459, "loss_fcos_cls": 0.23747717216610909, "loss_fcos_ctr": 0.6173854488879442, "loss_fcos_loc": 0.1897126919357106, "loss_mask": 0.2591434055939317, "loss_maskiou": 0.005806906450743554, "loss_sem_seg": 0.2451904583722353, "lr": 0.01, "mask_rcnn/accuracy": 0.8901981946624804, "mask_rcnn/false_negative": 0.09401675215369173, "mask_rcnn/false_positive": 0.10913809623470622, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 23.25, "time": 0.7244261056184769, "total_loss": 1.572230566307553} {"data_time": 0.010122855193912983, "eta_seconds": 114613.73061713018, "iteration": 112479, "loss_fcos_cls": 0.24640825507231057, "loss_fcos_ctr": 0.6203291192650795, "loss_fcos_loc": 0.1985828154720366, "loss_mask": 0.26941337529569864, "loss_maskiou": 0.005162794011994265, "loss_sem_seg": 0.29164232208859175, "lr": 0.01, "mask_rcnn/accuracy": 0.8927296777682553, "mask_rcnn/false_negative": 0.0907161066950834, "mask_rcnn/false_positive": 0.13623837516263093, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 33.75, "time": 0.7339700479060411, "total_loss": 1.66896460710268} {"data_time": 0.01061034295707941, "eta_seconds": 114623.49809262715, "iteration": 112499, "loss_fcos_cls": 0.2507357980357483, "loss_fcos_ctr": 0.6194822206161916, "loss_fcos_loc": 0.19858671323163435, "loss_mask": 0.2599799958989024, "loss_maskiou": 0.0050259481631655945, "loss_sem_seg": 0.2609391831792891, "lr": 0.01, "mask_rcnn/accuracy": 0.8808509345987635, "mask_rcnn/false_negative": 0.08953308611583337, "mask_rcnn/false_positive": 0.14740050887037326, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.75, "time": 0.7307824054732919, "total_loss": 1.593091719185395} {"data_time": 0.010284692980349064, "eta_seconds": 114620.99448007438, "iteration": 112519, "loss_fcos_cls": 0.23251442797482014, "loss_fcos_ctr": 0.6185253961011767, "loss_fcos_loc": 0.1904007331468165, "loss_mask": 0.2624822575598955, "loss_maskiou": 0.005183498898986727, "loss_sem_seg": 0.274203032720834, "lr": 0.01, "mask_rcnn/accuracy": 0.8740494996075354, "mask_rcnn/false_negative": 0.10885366845895929, "mask_rcnn/false_positive": 0.1595452170730539, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.25, "time": 0.7192160869017243, "total_loss": 1.5826421029560152} {"data_time": 0.009904969483613968, "eta_seconds": 114626.53315324523, "iteration": 112539, "loss_fcos_cls": 0.2559400456957519, "loss_fcos_ctr": 0.6179365562275052, "loss_fcos_loc": 0.19471296994015574, "loss_mask": 0.2831553779542446, "loss_maskiou": 0.0061499575967900455, "loss_sem_seg": 0.2547782624606043, "lr": 0.01, "mask_rcnn/accuracy": 0.8878383645124717, "mask_rcnn/false_negative": 0.09722565293456921, "mask_rcnn/false_positive": 0.143400353938181, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.5, "time": 0.7448507370427251, "total_loss": 1.6325091179678566} {"data_time": 0.01105770654976368, "eta_seconds": 114579.83227535896, "iteration": 112559, "loss_fcos_cls": 0.24335226153198164, "loss_fcos_ctr": 0.6191422687843442, "loss_fcos_loc": 0.1912151660071686, "loss_mask": 0.2545007988810539, "loss_maskiou": 0.0055223951167135965, "loss_sem_seg": 0.2596259682904929, "lr": 0.01, "mask_rcnn/accuracy": 0.9016040626777027, "mask_rcnn/false_negative": 0.08956975016460463, "mask_rcnn/false_positive": 0.1308916529424674, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.0, "time": 0.7244989443570375, "total_loss": 1.6090618932157668} {"data_time": 0.01019393838942051, "eta_seconds": 114597.41444241442, "iteration": 112579, "loss_fcos_cls": 0.24740968935657293, "loss_fcos_ctr": 0.6252521751448512, "loss_fcos_loc": 0.20511600625468418, "loss_mask": 0.274368429556489, "loss_maskiou": 0.005733537629566854, "loss_sem_seg": 0.2891680230386555, "lr": 0.01, "mask_rcnn/accuracy": 0.881981512177648, "mask_rcnn/false_negative": 0.10170195602389476, "mask_rcnn/false_positive": 0.14923260659262264, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7307285256683826, "total_loss": 1.6590966955409385} {"data_time": 0.010569172911345959, "eta_seconds": 114526.4175117407, "iteration": 112599, "loss_fcos_cls": 0.24838895467109978, "loss_fcos_ctr": 0.6202393979765475, "loss_fcos_loc": 0.19432636664714664, "loss_mask": 0.27634927444159985, "loss_maskiou": 0.005511989496881142, "loss_sem_seg": 0.2738869790919125, "lr": 0.01, "mask_rcnn/accuracy": 0.8823976830992137, "mask_rcnn/false_negative": 0.10587115820790785, "mask_rcnn/false_positive": 0.10570755810063553, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7182923341169953, "total_loss": 1.625577778337174} {"data_time": 0.009766676463186741, "eta_seconds": 114548.21046519, "iteration": 112619, "loss_fcos_cls": 0.25653191679157317, "loss_fcos_ctr": 0.6217205692082644, "loss_fcos_loc": 0.19159980036783963, "loss_mask": 0.27441605273634195, "loss_maskiou": 0.0059991694579366595, "loss_sem_seg": 0.28438547416590154, "lr": 0.01, "mask_rcnn/accuracy": 0.8880732958554636, "mask_rcnn/false_negative": 0.06800170627537289, "mask_rcnn/false_positive": 0.13134281180145468, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7354142144322395, "total_loss": 1.6477096312301} {"data_time": 0.009453280828893185, "eta_seconds": 114569.78578157164, "iteration": 112639, "loss_fcos_cls": 0.27390793326776475, "loss_fcos_ctr": 0.6189424386247993, "loss_fcos_loc": 0.20295509416610003, "loss_mask": 0.2748417388647795, "loss_maskiou": 0.006219227434485219, "loss_sem_seg": 0.28701190697029233, "lr": 0.01, "mask_rcnn/accuracy": 0.8830570506590916, "mask_rcnn/false_negative": 0.08565818635160488, "mask_rcnn/false_positive": 0.13286620744619654, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.732243194244802, "total_loss": 1.6614186497699848} {"data_time": 0.008770222775638103, "eta_seconds": 114570.88152861502, "iteration": 112659, "loss_fcos_cls": 0.24719025753438473, "loss_fcos_ctr": 0.6198027327191085, "loss_fcos_loc": 0.1974545323755592, "loss_mask": 0.263353805989027, "loss_maskiou": 0.006658896920271218, "loss_sem_seg": 0.2518739451188594, "lr": 0.01, "mask_rcnn/accuracy": 0.8790827715014577, "mask_rcnn/false_negative": 0.0984785911373875, "mask_rcnn/false_positive": 0.15044637800599567, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7205326398834586, "total_loss": 1.5962904508633073} {"data_time": 0.009517242200672626, "eta_seconds": 114551.36207269225, "iteration": 112679, "loss_fcos_cls": 0.24409350659698248, "loss_fcos_ctr": 0.6201149439439178, "loss_fcos_loc": 0.18647683109156787, "loss_mask": 0.25005007814615965, "loss_maskiou": 0.0051015663193538785, "loss_sem_seg": 0.25999267399311066, "lr": 0.01, "mask_rcnn/accuracy": 0.8809828438309069, "mask_rcnn/false_negative": 0.09777150122792189, "mask_rcnn/false_positive": 0.15389008158742373, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 34.75, "time": 0.7359360214322805, "total_loss": 1.5844376068198471} {"data_time": 0.009591043926775455, "eta_seconds": 114536.79931729753, "iteration": 112699, "loss_fcos_cls": 0.25577522069215775, "loss_fcos_ctr": 0.61591378133744, "loss_fcos_loc": 0.18596040876582265, "loss_mask": 0.2635020362213254, "loss_maskiou": 0.005482352920807898, "loss_sem_seg": 0.29181518754921854, "lr": 0.01, "mask_rcnn/accuracy": 0.8866394758588889, "mask_rcnn/false_negative": 0.0936429820143444, "mask_rcnn/false_positive": 0.13280584744765223, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7309302175417542, "total_loss": 1.6402887956355698} {"data_time": 0.009686649776995182, "eta_seconds": 114535.82340010721, "iteration": 112719, "loss_fcos_cls": 0.2455215723020956, "loss_fcos_ctr": 0.6204596003517509, "loss_fcos_loc": 0.197943095699884, "loss_mask": 0.2885771756991744, "loss_maskiou": 0.005849923109053634, "loss_sem_seg": 0.2664587595500052, "lr": 0.01, "mask_rcnn/accuracy": 0.8765665615839832, "mask_rcnn/false_negative": 0.09590975293502735, "mask_rcnn/false_positive": 0.13898607966488846, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7502378970384598, "total_loss": 1.6266932703874772} {"data_time": 0.009687104262411594, "eta_seconds": 114529.8998065209, "iteration": 112739, "loss_fcos_cls": 0.252980851684697, "loss_fcos_ctr": 0.6180023401975632, "loss_fcos_loc": 0.19451649999246, "loss_mask": 0.2620968772098422, "loss_maskiou": 0.006386007589753717, "loss_sem_seg": 0.30889842519536614, "lr": 0.01, "mask_rcnn/accuracy": 0.8769835307921245, "mask_rcnn/false_negative": 0.0964124882248349, "mask_rcnn/false_positive": 0.1423258092356354, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7252689581364393, "total_loss": 1.6312166373536456} {"data_time": 0.010542338714003563, "eta_seconds": 114515.33422448765, "iteration": 112759, "loss_fcos_cls": 0.25242926948703825, "loss_fcos_ctr": 0.6191707607358694, "loss_fcos_loc": 0.19670396344736218, "loss_mask": 0.27350430376827717, "loss_maskiou": 0.005066561912826728, "loss_sem_seg": 0.2647437755949795, "lr": 0.01, "mask_rcnn/accuracy": 0.8936483159697446, "mask_rcnn/false_negative": 0.07701210987262087, "mask_rcnn/false_positive": 0.14238905363919485, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.5, "time": 0.7391985459253192, "total_loss": 1.623869010627459} {"data_time": 0.010971094481647015, "eta_seconds": 114483.50121589657, "iteration": 112779, "loss_fcos_cls": 0.2629531141137704, "loss_fcos_ctr": 0.6220001289620996, "loss_fcos_loc": 0.19394108606502414, "loss_mask": 0.2799852406606078, "loss_maskiou": 0.006069852592190728, "loss_sem_seg": 0.2909676805138588, "lr": 0.01, "mask_rcnn/accuracy": 0.8800311614406002, "mask_rcnn/false_negative": 0.10692205189096657, "mask_rcnn/false_positive": 0.12239999816021943, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7224004939198494, "total_loss": 1.6559602883753541} {"data_time": 0.009721408598124981, "eta_seconds": 114495.71425085515, "iteration": 112799, "loss_fcos_cls": 0.2485017254948616, "loss_fcos_ctr": 0.620799676515162, "loss_fcos_loc": 0.19650437240488827, "loss_mask": 0.2735013226047158, "loss_maskiou": 0.005561260768445209, "loss_sem_seg": 0.29757757554762065, "lr": 0.01, "mask_rcnn/accuracy": 0.8910711825713893, "mask_rcnn/false_negative": 0.10186548456863685, "mask_rcnn/false_positive": 0.12450109596488894, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.25, "time": 0.7480690749362111, "total_loss": 1.6590376830863534} {"data_time": 0.009491938166320324, "eta_seconds": 114471.63747838791, "iteration": 112819, "loss_fcos_cls": 0.2614427488297224, "loss_fcos_ctr": 0.6219047042541206, "loss_fcos_loc": 0.19533963076537475, "loss_mask": 0.27028266014531255, "loss_maskiou": 0.00583194027421996, "loss_sem_seg": 0.3040308631025255, "lr": 0.01, "mask_rcnn/accuracy": 0.867766857011333, "mask_rcnn/false_negative": 0.10099364740871478, "mask_rcnn/false_positive": 0.17733016500669307, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7311997208744287, "total_loss": 1.6690332014040905} {"data_time": 0.010082324035465717, "eta_seconds": 114466.58066665381, "iteration": 112839, "loss_fcos_cls": 0.24803460156545043, "loss_fcos_ctr": 0.6217836644500494, "loss_fcos_loc": 0.19513406086480245, "loss_mask": 0.26026184344664216, "loss_maskiou": 0.005366875746403821, "loss_sem_seg": 0.26716424245387316, "lr": 0.01, "mask_rcnn/accuracy": 0.8729324824074292, "mask_rcnn/false_negative": 0.11228165321132375, "mask_rcnn/false_positive": 0.150479872101361, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.0, "time": 0.7341604363173246, "total_loss": 1.6308776145378943} {"data_time": 0.009475543163716793, "eta_seconds": 114452.01387455314, "iteration": 112859, "loss_fcos_cls": 0.2542058372637257, "loss_fcos_ctr": 0.6200609598308802, "loss_fcos_loc": 0.19611309829633683, "loss_mask": 0.2694845488294959, "loss_maskiou": 0.005654675922414754, "loss_sem_seg": 0.2894049407914281, "lr": 0.01, "mask_rcnn/accuracy": 0.8669081824459106, "mask_rcnn/false_negative": 0.11390318557274684, "mask_rcnn/false_positive": 0.1386391582594872, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.25, "time": 0.7173345740884542, "total_loss": 1.6322736515357974} {"data_time": 0.010555352084338665, "eta_seconds": 114437.44708245248, "iteration": 112879, "loss_fcos_cls": 0.2583909530658275, "loss_fcos_ctr": 0.6180382464081049, "loss_fcos_loc": 0.18774268473498523, "loss_mask": 0.2515100110322237, "loss_maskiou": 0.005120107991388068, "loss_sem_seg": 0.3133478781674057, "lr": 0.01, "mask_rcnn/accuracy": 0.8842834535973634, "mask_rcnn/false_negative": 0.08952474752024389, "mask_rcnn/false_positive": 0.12583030010015564, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.25, "time": 0.7348297545686364, "total_loss": 1.6210714173284941} {"data_time": 0.009124542586505413, "eta_seconds": 114456.66249318793, "iteration": 112899, "loss_fcos_cls": 0.26231906993780285, "loss_fcos_ctr": 0.6215621079318225, "loss_fcos_loc": 0.19211430510040373, "loss_mask": 0.25854668486863375, "loss_maskiou": 0.004807973200513516, "loss_sem_seg": 0.29779348941519856, "lr": 0.01, "mask_rcnn/accuracy": 0.8789147415723046, "mask_rcnn/false_negative": 0.08960410007954356, "mask_rcnn/false_positive": 0.12671998075139518, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 24.75, "time": 0.7257904401049018, "total_loss": 1.6538276614592178} {"data_time": 0.00977437011897564, "eta_seconds": 114398.80956822168, "iteration": 112919, "loss_fcos_cls": 0.2522454537684098, "loss_fcos_ctr": 0.6198087809607387, "loss_fcos_loc": 0.1940707946778275, "loss_mask": 0.26324226800352335, "loss_maskiou": 0.0050643573067645775, "loss_sem_seg": 0.2646641149185598, "lr": 0.01, "mask_rcnn/accuracy": 0.8959833205986669, "mask_rcnn/false_negative": 0.06944699631332639, "mask_rcnn/false_positive": 0.14875977155338027, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7078252220526338, "total_loss": 1.6067733197342022} {"data_time": 0.009584068320691586, "eta_seconds": 114375.61408589873, "iteration": 112939, "loss_fcos_cls": 0.24449913704302162, "loss_fcos_ctr": 0.6180973425507545, "loss_fcos_loc": 0.18691002042032778, "loss_mask": 0.2672364544123411, "loss_maskiou": 0.005470974883792223, "loss_sem_seg": 0.29594698920845985, "lr": 0.01, "mask_rcnn/accuracy": 0.8783966480680943, "mask_rcnn/false_negative": 0.10573528913505328, "mask_rcnn/false_positive": 0.13996085076461784, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7105164611712098, "total_loss": 1.6151938769889966} {"data_time": 0.009982351213693619, "eta_seconds": 114369.67840415519, "iteration": 112959, "loss_fcos_cls": 0.2574826793279499, "loss_fcos_ctr": 0.6207993156276643, "loss_fcos_loc": 0.1922054858878255, "loss_mask": 0.2711520688608289, "loss_maskiou": 0.0062719172856304795, "loss_sem_seg": 0.2778697540052235, "lr": 0.01, "mask_rcnn/accuracy": 0.8700681165323272, "mask_rcnn/false_negative": 0.09556190979439251, "mask_rcnn/false_positive": 0.1572514682274519, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7311534220352769, "total_loss": 1.6196166576992255} {"data_time": 0.010108130984008312, "eta_seconds": 114398.37812199071, "iteration": 112979, "loss_fcos_cls": 0.23657668801024556, "loss_fcos_ctr": 0.6178127732127905, "loss_fcos_loc": 0.1822403817786835, "loss_mask": 0.24731864593923092, "loss_maskiou": 0.004931119430693798, "loss_sem_seg": 0.2606150624342263, "lr": 0.01, "mask_rcnn/accuracy": 0.9051801852816599, "mask_rcnn/false_negative": 0.07148074550316945, "mask_rcnn/false_positive": 0.13568723103633845, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.75, "time": 0.7272812500596046, "total_loss": 1.582179783799802} {"data_time": 0.009839574806392193, "eta_seconds": 114331.92063656915, "iteration": 112999, "loss_fcos_cls": 0.24213944608345628, "loss_fcos_ctr": 0.6193197155371308, "loss_fcos_loc": 0.18464230909012258, "loss_mask": 0.24334028316661716, "loss_maskiou": 0.004931756389851216, "loss_sem_seg": 0.28169452166184783, "lr": 0.01, "mask_rcnn/accuracy": 0.893871470686965, "mask_rcnn/false_negative": 0.08921242510814359, "mask_rcnn/false_positive": 0.13095229613657705, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.25, "time": 0.7117167683318257, "total_loss": 1.6239859516354045} {"data_time": 0.010598812252283096, "eta_seconds": 114317.35615345929, "iteration": 113019, "loss_fcos_cls": 0.2489327322691679, "loss_fcos_ctr": 0.6214997749775648, "loss_fcos_loc": 0.19901589443907142, "loss_mask": 0.27673317957669497, "loss_maskiou": 0.005482441760250367, "loss_sem_seg": 0.2812149776145816, "lr": 0.01, "mask_rcnn/accuracy": 0.8875234876559319, "mask_rcnn/false_negative": 0.09219160521468188, "mask_rcnn/false_positive": 0.1633962206802104, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.25, "time": 0.7305032173171639, "total_loss": 1.6477686659491155} {"data_time": 0.009303414262831211, "eta_seconds": 114289.23247558717, "iteration": 113039, "loss_fcos_cls": 0.2454795129597187, "loss_fcos_ctr": 0.6195747833698988, "loss_fcos_loc": 0.1863345941528678, "loss_mask": 0.2550987023860216, "loss_maskiou": 0.005361252726288512, "loss_sem_seg": 0.26134932367131114, "lr": 0.01, "mask_rcnn/accuracy": 0.8942271573121328, "mask_rcnn/false_negative": 0.0800999118257372, "mask_rcnn/false_positive": 0.10894787539451861, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 35.25, "time": 0.7211595643311739, "total_loss": 1.5811845735443057} {"data_time": 0.009516485966742039, "eta_seconds": 114306.34595354646, "iteration": 113059, "loss_fcos_cls": 0.24659615533892065, "loss_fcos_ctr": 0.6191860418766737, "loss_fcos_loc": 0.1892296955920756, "loss_mask": 0.2638843413442373, "loss_maskiou": 0.005673475869116373, "loss_sem_seg": 0.25843696761876345, "lr": 0.01, "mask_rcnn/accuracy": 0.8819260595712068, "mask_rcnn/false_negative": 0.09504729542676939, "mask_rcnn/false_positive": 0.13819335781966657, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.0, "time": 0.7305504037067294, "total_loss": 1.6323280353681184} {"data_time": 0.00926331989467144, "eta_seconds": 114265.05043410044, "iteration": 113079, "loss_fcos_cls": 0.2460547147784382, "loss_fcos_ctr": 0.6188835995271802, "loss_fcos_loc": 0.18879878986626863, "loss_mask": 0.2720557823777199, "loss_maskiou": 0.006135225823527435, "loss_sem_seg": 0.2751339024398476, "lr": 0.01, "mask_rcnn/accuracy": 0.8742707228995494, "mask_rcnn/false_negative": 0.10334368026990007, "mask_rcnn/false_positive": 0.120680420094847, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.75, "time": 0.7260126462206244, "total_loss": 1.6131474843859905} {"data_time": 0.010635177604854107, "eta_seconds": 114245.54420940299, "iteration": 113099, "loss_fcos_cls": 0.24829233158379793, "loss_fcos_ctr": 0.6201242944225669, "loss_fcos_loc": 0.19046937383245677, "loss_mask": 0.26507157552987337, "loss_maskiou": 0.0053423915087478235, "loss_sem_seg": 0.2819530365522951, "lr": 0.01, "mask_rcnn/accuracy": 0.8887898642362928, "mask_rcnn/false_negative": 0.09008987098417992, "mask_rcnn/false_positive": 0.12710069297364224, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.7347654355689883, "total_loss": 1.6165052808719338} {"data_time": 0.010342170484364033, "eta_seconds": 114235.92366319429, "iteration": 113119, "loss_fcos_cls": 0.24423330405261368, "loss_fcos_ctr": 0.6191618982702494, "loss_fcos_loc": 0.18911751569248736, "loss_mask": 0.26771956868469715, "loss_maskiou": 0.005214030014030868, "loss_sem_seg": 0.27425376744940877, "lr": 0.01, "mask_rcnn/accuracy": 0.8911687340470993, "mask_rcnn/false_negative": 0.08992681881201321, "mask_rcnn/false_positive": 0.13346329499917575, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.25, "time": 0.7249823864549398, "total_loss": 1.6160505051302607} {"data_time": 0.009954000823199749, "eta_seconds": 114213.46435713954, "iteration": 113139, "loss_fcos_cls": 0.2454920255113393, "loss_fcos_ctr": 0.618431955575943, "loss_fcos_loc": 0.18596925807651132, "loss_mask": 0.25628971215337515, "loss_maskiou": 0.005231553943303879, "loss_sem_seg": 0.27666886849328876, "lr": 0.01, "mask_rcnn/accuracy": 0.8813183100074893, "mask_rcnn/false_negative": 0.09145440444507097, "mask_rcnn/false_positive": 0.1240707282848339, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.75, "time": 0.7171270735561848, "total_loss": 1.5914981660534977} {"data_time": 0.010422172956168652, "eta_seconds": 114162.18315751757, "iteration": 113159, "loss_fcos_cls": 0.25196032295934856, "loss_fcos_ctr": 0.6199666410684586, "loss_fcos_loc": 0.19588350411504507, "loss_mask": 0.24649984389543533, "loss_maskiou": 0.005215728349867277, "loss_sem_seg": 0.2776000117883086, "lr": 0.01, "mask_rcnn/accuracy": 0.8884337201699901, "mask_rcnn/false_negative": 0.0960005149821801, "mask_rcnn/false_positive": 0.1215098640164706, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.5, "time": 0.7153252335265279, "total_loss": 1.6265662140940549} {"data_time": 0.010907436721026897, "eta_seconds": 114181.24960003141, "iteration": 113179, "loss_fcos_cls": 0.24887943407520652, "loss_fcos_ctr": 0.6206210828386247, "loss_fcos_loc": 0.19406710541807115, "loss_mask": 0.2582567175850272, "loss_maskiou": 0.00523386312124785, "loss_sem_seg": 0.25568314688280225, "lr": 0.01, "mask_rcnn/accuracy": 0.8898335650049494, "mask_rcnn/false_negative": 0.09856621690147874, "mask_rcnn/false_positive": 0.1310890447611456, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.75, "time": 0.7514707371592522, "total_loss": 1.6052762447143323} {"data_time": 0.009154155850410461, "eta_seconds": 114172.73043242935, "iteration": 113199, "loss_fcos_cls": 0.2466327059082687, "loss_fcos_ctr": 0.618696297518909, "loss_fcos_loc": 0.19171076104976237, "loss_mask": 0.26952982041984797, "loss_maskiou": 0.005412630838691257, "loss_sem_seg": 0.2939269810449332, "lr": 0.01, "mask_rcnn/accuracy": 0.866592124753127, "mask_rcnn/false_negative": 0.10141577094277623, "mask_rcnn/false_positive": 0.16193254658378442, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.737105174921453, "total_loss": 1.6290826687327353} {"data_time": 0.009653224609792233, "eta_seconds": 114189.81161674112, "iteration": 113219, "loss_fcos_cls": 0.26076938142068684, "loss_fcos_ctr": 0.6188577213324606, "loss_fcos_loc": 0.20349121477920562, "loss_mask": 0.27085589058697224, "loss_maskiou": 0.005610498505120631, "loss_sem_seg": 0.2812933772802353, "lr": 0.01, "mask_rcnn/accuracy": 0.89055390706609, "mask_rcnn/false_negative": 0.10824302076477776, "mask_rcnn/false_positive": 0.12675767980229252, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.25, "time": 0.71903245896101, "total_loss": 1.6758123777253786} {"data_time": 0.008947201073169708, "eta_seconds": 114245.62291036732, "iteration": 113239, "loss_fcos_cls": 0.24307882064022124, "loss_fcos_ctr": 0.6204696483910084, "loss_fcos_loc": 0.1895726170623675, "loss_mask": 0.26692781411111355, "loss_maskiou": 0.005631970514514251, "loss_sem_seg": 0.2893588929437101, "lr": 0.01, "mask_rcnn/accuracy": 0.9136490493633351, "mask_rcnn/false_negative": 0.06736690719484462, "mask_rcnn/false_positive": 0.12215828454604732, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 22.25, "time": 0.7383258799090981, "total_loss": 1.5878437001956627} {"data_time": 0.010199557058513165, "eta_seconds": 114160.67803253978, "iteration": 113259, "loss_fcos_cls": 0.23713771114125848, "loss_fcos_ctr": 0.6185899376869202, "loss_fcos_loc": 0.1799962732475251, "loss_mask": 0.25939380936324596, "loss_maskiou": 0.005675394146237522, "loss_sem_seg": 0.27429320849478245, "lr": 0.01, "mask_rcnn/accuracy": 0.8815503960593246, "mask_rcnn/false_negative": 0.09768969699671645, "mask_rcnn/false_positive": 0.1471343156329185, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.716982371173799, "total_loss": 1.5413179339739145} {"data_time": 0.009896191768348217, "eta_seconds": 114196.11434109695, "iteration": 113279, "loss_fcos_cls": 0.25450244056992233, "loss_fcos_ctr": 0.6178024858236313, "loss_fcos_loc": 0.19459574786014855, "loss_mask": 0.2765861051157117, "loss_maskiou": 0.0060060351170250215, "loss_sem_seg": 0.267839465290308, "lr": 0.01, "mask_rcnn/accuracy": 0.8763179581897693, "mask_rcnn/false_negative": 0.09939773679781136, "mask_rcnn/false_positive": 0.14363689961493964, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7242909763008356, "total_loss": 1.6250115633301903} {"data_time": 0.009215066209435463, "eta_seconds": 114155.27153190039, "iteration": 113299, "loss_fcos_cls": 0.2558906290214509, "loss_fcos_ctr": 0.6167654632590711, "loss_fcos_loc": 0.18565960507839918, "loss_mask": 0.24527316261082888, "loss_maskiou": 0.004706847801571712, "loss_sem_seg": 0.30099986121058464, "lr": 0.01, "mask_rcnn/accuracy": 0.884855028968109, "mask_rcnn/false_negative": 0.09331779339770072, "mask_rcnn/false_positive": 0.12874380378309802, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.25, "time": 0.7266378607600927, "total_loss": 1.6052853448782116} {"data_time": 0.00994175672531128, "eta_seconds": 114166.9679945726, "iteration": 113319, "loss_fcos_cls": 0.2513150020968169, "loss_fcos_ctr": 0.6195527212694287, "loss_fcos_loc": 0.19267904220032506, "loss_mask": 0.2530039185658097, "loss_maskiou": 0.005486433066835161, "loss_sem_seg": 0.2806329117156565, "lr": 0.01, "mask_rcnn/accuracy": 0.8719352324263039, "mask_rcnn/false_negative": 0.1174492579212171, "mask_rcnn/false_positive": 0.12953779810650945, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7257329327985644, "total_loss": 1.6150646058522398} {"data_time": 0.010038908571004868, "eta_seconds": 114075.72642321046, "iteration": 113339, "loss_fcos_cls": 0.25032918294891715, "loss_fcos_ctr": 0.6186930676922202, "loss_fcos_loc": 0.19118769257329404, "loss_mask": 0.26798301935195923, "loss_maskiou": 0.00542479679279495, "loss_sem_seg": 0.26850074296817183, "lr": 0.01, "mask_rcnn/accuracy": 0.8797545364750116, "mask_rcnn/false_negative": 0.10587270673762031, "mask_rcnn/false_positive": 0.13789930897563132, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.75, "time": 0.7349660424515605, "total_loss": 1.6264855316840112} {"data_time": 0.009197695180773735, "eta_seconds": 114050.2509669615, "iteration": 113359, "loss_fcos_cls": 0.2476831580279395, "loss_fcos_ctr": 0.6180606279522181, "loss_fcos_loc": 0.18186740716919303, "loss_mask": 0.2650395897217095, "loss_maskiou": 0.0059632881748257205, "loss_sem_seg": 0.27215513272676617, "lr": 0.01, "mask_rcnn/accuracy": 0.8866168506212968, "mask_rcnn/false_negative": 0.08181538008025682, "mask_rcnn/false_positive": 0.1599611447700443, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7394567830488086, "total_loss": 1.6272620250074397} {"data_time": 0.009717799723148346, "eta_seconds": 114046.59965230431, "iteration": 113379, "loss_fcos_cls": 0.25936213589739054, "loss_fcos_ctr": 0.6220261910930276, "loss_fcos_loc": 0.19748524954775348, "loss_mask": 0.27144813537597656, "loss_maskiou": 0.005562251622905023, "loss_sem_seg": 0.2688929233700037, "lr": 0.01, "mask_rcnn/accuracy": 0.8796035193356622, "mask_rcnn/false_negative": 0.09160517121419495, "mask_rcnn/false_positive": 0.15731345593610022, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.25, "time": 0.7344492264091969, "total_loss": 1.612083991534746} {"data_time": 0.009724932722747326, "eta_seconds": 114058.71048783511, "iteration": 113399, "loss_fcos_cls": 0.2531414704862982, "loss_fcos_ctr": 0.6226587127894163, "loss_fcos_loc": 0.20279113377910107, "loss_mask": 0.27225171541795135, "loss_maskiou": 0.006189271000039298, "loss_sem_seg": 0.2687248266302049, "lr": 0.01, "mask_rcnn/accuracy": 0.8679484425349087, "mask_rcnn/false_negative": 0.11175819133484408, "mask_rcnn/false_positive": 0.1429638281492139, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.0, "time": 0.7366037536412477, "total_loss": 1.6147672800871078} {"data_time": 0.010074840858578682, "eta_seconds": 114006.56499037798, "iteration": 113419, "loss_fcos_cls": 0.2532570571638644, "loss_fcos_ctr": 0.6171966167166829, "loss_fcos_loc": 0.18746181786991656, "loss_mask": 0.2666593613103032, "loss_maskiou": 0.006226592289749533, "loss_sem_seg": 0.304973395075649, "lr": 0.01, "mask_rcnn/accuracy": 0.8856247477804682, "mask_rcnn/false_negative": 0.08456863916893304, "mask_rcnn/false_positive": 0.1329852611197401, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7174471970647573, "total_loss": 1.6206889929962927} {"data_time": 0.010203958489000797, "eta_seconds": 113958.37540773209, "iteration": 113439, "loss_fcos_cls": 0.25200857291929424, "loss_fcos_ctr": 0.6202302719466388, "loss_fcos_loc": 0.1943050675909035, "loss_mask": 0.26523096207529306, "loss_maskiou": 0.005326795089786174, "loss_sem_seg": 0.2614362658932805, "lr": 0.01, "mask_rcnn/accuracy": 0.8839972201505186, "mask_rcnn/false_negative": 0.08392919443029209, "mask_rcnn/false_positive": 0.14281990143978315, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7188751818612218, "total_loss": 1.599328409676673} {"data_time": 0.00985757540911436, "eta_seconds": 113943.81771131884, "iteration": 113459, "loss_fcos_cls": 0.25275704241357744, "loss_fcos_ctr": 0.6179260425269604, "loss_fcos_loc": 0.18975648086052388, "loss_mask": 0.2565857972949743, "loss_maskiou": 0.005489371775183827, "loss_sem_seg": 0.32460015546530485, "lr": 0.01, "mask_rcnn/accuracy": 0.8849142973515938, "mask_rcnn/false_negative": 0.09259871645319856, "mask_rcnn/false_positive": 0.13219183897679754, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.25, "time": 0.7236349927261472, "total_loss": 1.6395964267721865} {"data_time": 0.009581569582223892, "eta_seconds": 113918.69259860553, "iteration": 113479, "loss_fcos_cls": 0.25016486376989633, "loss_fcos_ctr": 0.6181494682095945, "loss_fcos_loc": 0.18686317489482462, "loss_mask": 0.26078062504529953, "loss_maskiou": 0.005685170799551997, "loss_sem_seg": 0.2625426081940532, "lr": 0.01, "mask_rcnn/accuracy": 0.8788485668657707, "mask_rcnn/false_negative": 0.0780389882965038, "mask_rcnn/false_positive": 0.14646702544568274, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 21.75, "time": 0.7281666304916143, "total_loss": 1.5940765962695878} {"data_time": 0.010076340287923813, "eta_seconds": 113914.70231849235, "iteration": 113499, "loss_fcos_cls": 0.2600221228785813, "loss_fcos_ctr": 0.6179705793038011, "loss_fcos_loc": 0.18831422668881714, "loss_mask": 0.2641209764406085, "loss_maskiou": 0.005228781592450105, "loss_sem_seg": 0.29420508025214076, "lr": 0.01, "mask_rcnn/accuracy": 0.8973072924822103, "mask_rcnn/false_negative": 0.08003900356279373, "mask_rcnn/false_positive": 0.10821648364726397, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.5, "time": 0.7334612095728517, "total_loss": 1.6244824774330482} {"data_time": 0.009971820749342442, "eta_seconds": 113920.51900418475, "iteration": 113519, "loss_fcos_cls": 0.23930328187998384, "loss_fcos_ctr": 0.6186410384252667, "loss_fcos_loc": 0.19160080165602267, "loss_mask": 0.25175908114761114, "loss_maskiou": 0.005462518238346092, "loss_sem_seg": 0.31287146639078856, "lr": 0.01, "mask_rcnn/accuracy": 0.8975799779371207, "mask_rcnn/false_negative": 0.09170351589868815, "mask_rcnn/false_positive": 0.14447332474956748, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7379870200529695, "total_loss": 1.6130277135052893} {"data_time": 0.009184599854052067, "eta_seconds": 113874.40966014657, "iteration": 113539, "loss_fcos_cls": 0.26451447227736935, "loss_fcos_ctr": 0.6195812728255987, "loss_fcos_loc": 0.1906336157117039, "loss_mask": 0.276144465431571, "loss_maskiou": 0.005917151414905675, "loss_sem_seg": 0.30382757959887385, "lr": 0.01, "mask_rcnn/accuracy": 0.8656086730863517, "mask_rcnn/false_negative": 0.12162106609624787, "mask_rcnn/false_positive": 0.1226024577434651, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.25, "time": 0.7249382371082902, "total_loss": 1.6638489470205968} {"data_time": 0.00992945022881031, "eta_seconds": 113871.0292292526, "iteration": 113559, "loss_fcos_cls": 0.26144458213821054, "loss_fcos_ctr": 0.6210286766290665, "loss_fcos_loc": 0.19348444743081927, "loss_mask": 0.26401451230049133, "loss_maskiou": 0.005553947645239532, "loss_sem_seg": 0.29476422257721424, "lr": 0.01, "mask_rcnn/accuracy": 0.8796581579060195, "mask_rcnn/false_negative": 0.09462176140544429, "mask_rcnn/false_positive": 0.16045001908122558, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7406214559450746, "total_loss": 1.6438521365635097} {"data_time": 0.009744986891746521, "eta_seconds": 113876.83810273185, "iteration": 113579, "loss_fcos_cls": 0.2500616335310042, "loss_fcos_ctr": 0.617143951356411, "loss_fcos_loc": 0.19599687261506915, "loss_mask": 0.2630601478740573, "loss_maskiou": 0.006149247958092019, "loss_sem_seg": 0.29269814025610685, "lr": 0.01, "mask_rcnn/accuracy": 0.8867701968141908, "mask_rcnn/false_negative": 0.10253820640212331, "mask_rcnn/false_positive": 0.12344093733144276, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.731183803640306, "total_loss": 1.6516987519462418} {"data_time": 0.01009181048721075, "eta_seconds": 113831.35452185012, "iteration": 113599, "loss_fcos_cls": 0.26291403686627746, "loss_fcos_ctr": 0.6193311577662826, "loss_fcos_loc": 0.1928126448765397, "loss_mask": 0.2591313887387514, "loss_maskiou": 0.005374017186113633, "loss_sem_seg": 0.26297511300072074, "lr": 0.01, "mask_rcnn/accuracy": 0.8870485098801425, "mask_rcnn/false_negative": 0.07579041884152948, "mask_rcnn/false_positive": 0.14599602551272892, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7244577761739492, "total_loss": 1.6209942582154326} {"data_time": 0.009928307496011257, "eta_seconds": 113815.37671804614, "iteration": 113619, "loss_fcos_cls": 0.2426826893351972, "loss_fcos_ctr": 0.6161251640878618, "loss_fcos_loc": 0.19035710324533284, "loss_mask": 0.2584022134542465, "loss_maskiou": 0.005207248228543904, "loss_sem_seg": 0.3134311179164797, "lr": 0.01, "mask_rcnn/accuracy": 0.9014234936639207, "mask_rcnn/false_negative": 0.07453619340999244, "mask_rcnn/false_positive": 0.11014592723350286, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.5, "time": 0.7149069691076875, "total_loss": 1.6262812985223718} {"data_time": 0.01014900766313076, "eta_seconds": 113792.89155262802, "iteration": 113639, "loss_fcos_cls": 0.26032985001802444, "loss_fcos_ctr": 0.6218090588226914, "loss_fcos_loc": 0.19968413677997887, "loss_mask": 0.26853544544428587, "loss_maskiou": 0.005624340657959692, "loss_sem_seg": 0.3201082677114755, "lr": 0.01, "mask_rcnn/accuracy": 0.8868136540330418, "mask_rcnn/false_negative": 0.08907920296324895, "mask_rcnn/false_positive": 0.17070798472443235, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.75, "time": 0.7218289468437433, "total_loss": 1.7186368407710688} {"data_time": 0.010283280164003372, "eta_seconds": 113778.33640248794, "iteration": 113659, "loss_fcos_cls": 0.23641082551330328, "loss_fcos_ctr": 0.6210332671180367, "loss_fcos_loc": 0.19954323954880238, "loss_mask": 0.2505769766867161, "loss_maskiou": 0.004888331954134628, "loss_sem_seg": 0.2624161895364523, "lr": 0.01, "mask_rcnn/accuracy": 0.8774001862649822, "mask_rcnn/false_negative": 0.10486731773031521, "mask_rcnn/false_positive": 0.14456346889734328, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.25, "time": 0.7300469307228923, "total_loss": 1.5871353360635112} {"data_time": 0.009960382245481014, "eta_seconds": 113728.60260855127, "iteration": 113679, "loss_fcos_cls": 0.25256865727715194, "loss_fcos_ctr": 0.6174253304488957, "loss_fcos_loc": 0.1818042007216718, "loss_mask": 0.24890030547976494, "loss_maskiou": 0.005083434443804435, "loss_sem_seg": 0.2883580722846091, "lr": 0.01, "mask_rcnn/accuracy": 0.8967207718624203, "mask_rcnn/false_negative": 0.09591555679187147, "mask_rcnn/false_positive": 0.14205423216511862, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.75, "time": 0.7245590295642614, "total_loss": 1.6022761480198824} {"data_time": 0.010044225491583347, "eta_seconds": 113741.81108263694, "iteration": 113699, "loss_fcos_cls": 0.2632419182918966, "loss_fcos_ctr": 0.6196807445958257, "loss_fcos_loc": 0.1949497344903648, "loss_mask": 0.2666081585921347, "loss_maskiou": 0.005038594172219746, "loss_sem_seg": 0.29074688348919153, "lr": 0.01, "mask_rcnn/accuracy": 0.8922807103610675, "mask_rcnn/false_negative": 0.07543317139832477, "mask_rcnn/false_positive": 0.16455958089855846, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 41.75, "time": 0.7395386397838593, "total_loss": 1.6246295758610358} {"data_time": 0.009737728163599968, "eta_seconds": 113667.68101887126, "iteration": 113719, "loss_fcos_cls": 0.2550469513516873, "loss_fcos_ctr": 0.619286609813571, "loss_fcos_loc": 0.18968341685831547, "loss_mask": 0.2495137257501483, "loss_maskiou": 0.005348664242774248, "loss_sem_seg": 0.26671580225229263, "lr": 0.01, "mask_rcnn/accuracy": 0.891713850174216, "mask_rcnn/false_negative": 0.08384700001758438, "mask_rcnn/false_positive": 0.13722760729603894, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7183923050761223, "total_loss": 1.6101400116313016} {"data_time": 0.010205208323895931, "eta_seconds": 113621.86483130325, "iteration": 113739, "loss_fcos_cls": 0.2457991944393143, "loss_fcos_ctr": 0.6196082551032305, "loss_fcos_loc": 0.19031752622686327, "loss_mask": 0.2720200577750802, "loss_maskiou": 0.005863672151463106, "loss_sem_seg": 0.28648612881079316, "lr": 0.01, "mask_rcnn/accuracy": 0.8994598102398854, "mask_rcnn/false_negative": 0.08772079907434581, "mask_rcnn/false_positive": 0.10844584648001725, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.75, "time": 0.7226203437894583, "total_loss": 1.614508747428772} {"data_time": 0.009476730599999428, "eta_seconds": 113638.58786461223, "iteration": 113759, "loss_fcos_cls": 0.2508656830759719, "loss_fcos_ctr": 0.6176937287673354, "loss_fcos_loc": 0.19663747248705477, "loss_mask": 0.26895119436085224, "loss_maskiou": 0.005916664027608931, "loss_sem_seg": 0.27316881041042507, "lr": 0.01, "mask_rcnn/accuracy": 0.8764350210912044, "mask_rcnn/false_negative": 0.10636441212380823, "mask_rcnn/false_positive": 0.13614204836907595, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.25, "time": 0.7353718401864171, "total_loss": 1.620805709681008} {"data_time": 0.009790600277483463, "eta_seconds": 113671.28811531793, "iteration": 113779, "loss_fcos_cls": 0.25083540147170424, "loss_fcos_ctr": 0.6195117384195328, "loss_fcos_loc": 0.19350030564237386, "loss_mask": 0.2619828078895807, "loss_maskiou": 0.005186127869819757, "loss_sem_seg": 0.2758838967420161, "lr": 0.01, "mask_rcnn/accuracy": 0.8982732254364725, "mask_rcnn/false_negative": 0.08655160232316103, "mask_rcnn/false_positive": 0.12326641270202601, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7408325802534819, "total_loss": 1.6134981945870095} {"data_time": 0.010239630937576294, "eta_seconds": 113563.53351629432, "iteration": 113799, "loss_fcos_cls": 0.25581672438420355, "loss_fcos_ctr": 0.6214810144156218, "loss_fcos_loc": 0.19180009933188558, "loss_mask": 0.2724165115505457, "loss_maskiou": 0.006259404224692844, "loss_sem_seg": 0.2830542982555926, "lr": 0.01, "mask_rcnn/accuracy": 0.8786638379841732, "mask_rcnn/false_negative": 0.0970331946505825, "mask_rcnn/false_positive": 0.12216609990079236, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7148091867566109, "total_loss": 1.6495084136113292} {"data_time": 0.010107820853590965, "eta_seconds": 113519.10053484328, "iteration": 113819, "loss_fcos_cls": 0.2541280845180154, "loss_fcos_ctr": 0.6178226787596941, "loss_fcos_loc": 0.18625043286010623, "loss_mask": 0.27294078189879656, "loss_maskiou": 0.005242671089945361, "loss_sem_seg": 0.2845946145243943, "lr": 0.01, "mask_rcnn/accuracy": 0.8904436437647836, "mask_rcnn/false_negative": 0.08885334581675379, "mask_rcnn/false_positive": 0.1350560815370466, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.5, "time": 0.7087339265272021, "total_loss": 1.6308125985160586} {"data_time": 0.00979313999414444, "eta_seconds": 113472.49497415684, "iteration": 113839, "loss_fcos_cls": 0.2608017292805016, "loss_fcos_ctr": 0.6213201023638248, "loss_fcos_loc": 0.18816178268752992, "loss_mask": 0.25358746480196714, "loss_maskiou": 0.005075145309092477, "loss_sem_seg": 0.2801321451552212, "lr": 0.01, "mask_rcnn/accuracy": 0.8994170418530256, "mask_rcnn/false_negative": 0.06706670938725139, "mask_rcnn/false_positive": 0.11413106217453117, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.75, "time": 0.7229409441351891, "total_loss": 1.6305321404215647} {"data_time": 0.01001223735511303, "eta_seconds": 113430.17174295522, "iteration": 113859, "loss_fcos_cls": 0.2582316945772618, "loss_fcos_ctr": 0.6236460888758302, "loss_fcos_loc": 0.2115036930772476, "loss_mask": 0.2701279241591692, "loss_maskiou": 0.005566198713495396, "loss_sem_seg": 0.24522330844774842, "lr": 0.01, "mask_rcnn/accuracy": 0.881709826787858, "mask_rcnn/false_negative": 0.09316988301324672, "mask_rcnn/false_positive": 0.17251084145402318, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.75, "time": 0.7190309539437294, "total_loss": 1.6308490584196988} {"data_time": 0.009116722270846367, "eta_seconds": 113362.01459173206, "iteration": 113879, "loss_fcos_cls": 0.2499501509591937, "loss_fcos_ctr": 0.6198674086481333, "loss_fcos_loc": 0.19309408054687083, "loss_mask": 0.2608429975807667, "loss_maskiou": 0.005157958825293463, "loss_sem_seg": 0.2733197312336415, "lr": 0.01, "mask_rcnn/accuracy": 0.8877995965828192, "mask_rcnn/false_negative": 0.10380290230332317, "mask_rcnn/false_positive": 0.1391154558319886, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7247926611453295, "total_loss": 1.5919193616464327} {"data_time": 0.01070660725235939, "eta_seconds": 113380.4659894025, "iteration": 113899, "loss_fcos_cls": 0.2523308750241995, "loss_fcos_ctr": 0.6195680154487491, "loss_fcos_loc": 0.1921108162496239, "loss_mask": 0.26508448272943497, "loss_maskiou": 0.005146182840690017, "loss_sem_seg": 0.2666117297485471, "lr": 0.01, "mask_rcnn/accuracy": 0.8959811389658329, "mask_rcnn/false_negative": 0.09795368981129526, "mask_rcnn/false_positive": 0.12647745014048978, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7356972843408585, "total_loss": 1.6171496843453497} {"data_time": 0.0099229346960783, "eta_seconds": 113460.49173756782, "iteration": 113919, "loss_fcos_cls": 0.26126363151706755, "loss_fcos_ctr": 0.6192941153421998, "loss_fcos_loc": 0.19583398988470435, "loss_mask": 0.26682585570961237, "loss_maskiou": 0.005807711444504093, "loss_sem_seg": 0.2836996577680111, "lr": 0.01, "mask_rcnn/accuracy": 0.8746111839625808, "mask_rcnn/false_negative": 0.10112062190913285, "mask_rcnn/false_positive": 0.15521413303198436, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.0, "time": 0.7410955261439085, "total_loss": 1.6480921403926914} {"data_time": 0.009232989512383938, "eta_seconds": 113472.69547923282, "iteration": 113939, "loss_fcos_cls": 0.2539023694698699, "loss_fcos_ctr": 0.6208082297816873, "loss_fcos_loc": 0.1921304123243317, "loss_mask": 0.2583982152864337, "loss_maskiou": 0.005091761195217259, "loss_sem_seg": 0.2915862111840397, "lr": 0.01, "mask_rcnn/accuracy": 0.9001555310517575, "mask_rcnn/false_negative": 0.09541713342578759, "mask_rcnn/false_positive": 0.11429477143542582, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.5, "time": 0.7272189753130078, "total_loss": 1.6055886710819323} {"data_time": 0.010578900575637817, "eta_seconds": 113462.80028049275, "iteration": 113959, "loss_fcos_cls": 0.260524470359087, "loss_fcos_ctr": 0.6203448534943163, "loss_fcos_loc": 0.20243158552329987, "loss_mask": 0.27062173653393984, "loss_maskiou": 0.005911694068345241, "loss_sem_seg": 0.27701073978096247, "lr": 0.01, "mask_rcnn/accuracy": 0.9036375956632654, "mask_rcnn/false_negative": 0.0843405752832046, "mask_rcnn/false_positive": 0.10450561527906432, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7345349695533514, "total_loss": 1.6212428256612839} {"data_time": 0.011089337058365345, "eta_seconds": 113448.25758975372, "iteration": 113979, "loss_fcos_cls": 0.25431340269278735, "loss_fcos_ctr": 0.6218460667878389, "loss_fcos_loc": 0.19414633885025978, "loss_mask": 0.2533973203971982, "loss_maskiou": 0.0062193279300117865, "loss_sem_seg": 0.2699608076363802, "lr": 0.01, "mask_rcnn/accuracy": 0.8889416130645587, "mask_rcnn/false_negative": 0.09335097397175111, "mask_rcnn/false_positive": 0.12935048757161619, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.0, "time": 0.736126977019012, "total_loss": 1.6406422977415787} {"data_time": 0.010781136341392994, "eta_seconds": 113518.6100183893, "iteration": 113999, "loss_fcos_cls": 0.253754552686587, "loss_fcos_ctr": 0.6197297619655728, "loss_fcos_loc": 0.19144028227310628, "loss_mask": 0.26609074138104916, "loss_maskiou": 0.005738657935580704, "loss_sem_seg": 0.30436822958290577, "lr": 0.01, "mask_rcnn/accuracy": 0.8891030124829088, "mask_rcnn/false_negative": 0.08726684709693897, "mask_rcnn/false_positive": 0.12284588372310386, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.75, "time": 0.7501582838594913, "total_loss": 1.6495460164369433} {"data_time": 0.009661233052611351, "eta_seconds": 113525.18692760542, "iteration": 114019, "loss_fcos_cls": 0.2554986891336739, "loss_fcos_ctr": 0.6203479310497642, "loss_fcos_loc": 0.19297908572480083, "loss_mask": 0.2725058104842901, "loss_maskiou": 0.005645696946885437, "loss_sem_seg": 0.28122080070897937, "lr": 0.01, "mask_rcnn/accuracy": 0.893395806832218, "mask_rcnn/false_negative": 0.08805486504079936, "mask_rcnn/false_positive": 0.14122686211361457, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.75, "time": 0.7510835165157914, "total_loss": 1.6472229167084151} {"data_time": 0.010221623815596104, "eta_seconds": 113524.970304586, "iteration": 114039, "loss_fcos_cls": 0.2521441213320941, "loss_fcos_ctr": 0.6167512480169535, "loss_fcos_loc": 0.1859596992144361, "loss_mask": 0.26591174490749836, "loss_maskiou": 0.005073926120530814, "loss_sem_seg": 0.27420541597530246, "lr": 0.01, "mask_rcnn/accuracy": 0.885966852066763, "mask_rcnn/false_negative": 0.08748899001761598, "mask_rcnn/false_positive": 0.16298913893507644, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.5, "time": 0.7382683530449867, "total_loss": 1.6057824472336506} {"data_time": 0.010205239988863468, "eta_seconds": 113496.0743595548, "iteration": 114059, "loss_fcos_cls": 0.24719354137778282, "loss_fcos_ctr": 0.6196804163046181, "loss_fcos_loc": 0.18755073990905657, "loss_mask": 0.2719199890270829, "loss_maskiou": 0.005588471773080528, "loss_sem_seg": 0.2703421204350889, "lr": 0.01, "mask_rcnn/accuracy": 0.8921330496767719, "mask_rcnn/false_negative": 0.09536113706314804, "mask_rcnn/false_positive": 0.13057075254307465, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.25, "time": 0.7165951216593385, "total_loss": 1.6063656996630016} {"data_time": 0.009524814784526825, "eta_seconds": 113505.57677826565, "iteration": 114079, "loss_fcos_cls": 0.264965933165513, "loss_fcos_ctr": 0.6217364864423871, "loss_fcos_loc": 0.20482740527950227, "loss_mask": 0.27085407730191946, "loss_maskiou": 0.005652298728819005, "loss_sem_seg": 0.2979592176852748, "lr": 0.01, "mask_rcnn/accuracy": 0.8801362062682216, "mask_rcnn/false_negative": 0.1060568341121744, "mask_rcnn/false_positive": 0.14512604609132523, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7412939686328173, "total_loss": 1.6563512277061818} {"data_time": 0.008996537886559963, "eta_seconds": 113466.02877408452, "iteration": 114099, "loss_fcos_cls": 0.24579308519605547, "loss_fcos_ctr": 0.6178570743650198, "loss_fcos_loc": 0.1883667302899994, "loss_mask": 0.2644137851893902, "loss_maskiou": 0.005290932167554274, "loss_sem_seg": 0.31270374450832605, "lr": 0.01, "mask_rcnn/accuracy": 0.9076057870700728, "mask_rcnn/false_negative": 0.08454807035621292, "mask_rcnn/false_positive": 0.12022970858907495, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.7138369809836149, "total_loss": 1.6096530882787192} {"data_time": 0.009880462661385536, "eta_seconds": 113452.40550747886, "iteration": 114119, "loss_fcos_cls": 0.2629446985665709, "loss_fcos_ctr": 0.6171679031103849, "loss_fcos_loc": 0.19023670628666878, "loss_mask": 0.27365961857140064, "loss_maskiou": 0.005180017287784722, "loss_sem_seg": 0.2747341258218512, "lr": 0.01, "mask_rcnn/accuracy": 0.8679384253701481, "mask_rcnn/false_negative": 0.08325064152266873, "mask_rcnn/false_positive": 0.16899849343509316, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7323587061837316, "total_loss": 1.6295930241030874} {"data_time": 0.010507022961974144, "eta_seconds": 113439.58762210235, "iteration": 114139, "loss_fcos_cls": 0.24172471277415752, "loss_fcos_ctr": 0.6205568499863148, "loss_fcos_loc": 0.19755075545981526, "loss_mask": 0.2739000767469406, "loss_maskiou": 0.005457370993099175, "loss_sem_seg": 0.28131773008499295, "lr": 0.01, "mask_rcnn/accuracy": 0.8772041316526611, "mask_rcnn/false_negative": 0.10167294318356115, "mask_rcnn/false_positive": 0.1321611133114857, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7130271792411804, "total_loss": 1.6075070187507663} {"data_time": 0.009730407036840916, "eta_seconds": 113436.08963302989, "iteration": 114159, "loss_fcos_cls": 0.24169568915385753, "loss_fcos_ctr": 0.6172856455668807, "loss_fcos_loc": 0.18575905419129413, "loss_mask": 0.23600130900740623, "loss_maskiou": 0.005049232044257224, "loss_sem_seg": 0.2849353486672044, "lr": 0.01, "mask_rcnn/accuracy": 0.9059020318653778, "mask_rcnn/false_negative": 0.09871772160653945, "mask_rcnn/false_positive": 0.11103449579056635, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.0, "time": 0.724557320587337, "total_loss": 1.54685614758273} {"data_time": 0.009861920960247517, "eta_seconds": 113407.80411675759, "iteration": 114179, "loss_fcos_cls": 0.2500316344667226, "loss_fcos_ctr": 0.6190951270982623, "loss_fcos_loc": 0.19544942188076675, "loss_mask": 0.26656897831708193, "loss_maskiou": 0.005948035963228904, "loss_sem_seg": 0.27936111856251955, "lr": 0.01, "mask_rcnn/accuracy": 0.8797570443775802, "mask_rcnn/false_negative": 0.10486722472535455, "mask_rcnn/false_positive": 0.12092113264348023, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7538352515548468, "total_loss": 1.6272614754125243} {"data_time": 0.010674988850951195, "eta_seconds": 113320.5871814508, "iteration": 114199, "loss_fcos_cls": 0.25444026198238134, "loss_fcos_ctr": 0.6179980086162686, "loss_fcos_loc": 0.18278888147324324, "loss_mask": 0.25183960050344467, "loss_maskiou": 0.0057538579203537665, "loss_sem_seg": 0.2785180825740099, "lr": 0.01, "mask_rcnn/accuracy": 0.9106898631545641, "mask_rcnn/false_negative": 0.07903926114350168, "mask_rcnn/false_positive": 0.12638148666455762, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.25, "time": 0.7239825772121549, "total_loss": 1.5986475716199493} {"data_time": 0.009270292706787586, "eta_seconds": 113379.6240873523, "iteration": 114219, "loss_fcos_cls": 0.2548498138785362, "loss_fcos_ctr": 0.6190109169110656, "loss_fcos_loc": 0.1907401824137196, "loss_mask": 0.2594814784824848, "loss_maskiou": 0.0048965239693643525, "loss_sem_seg": 0.26386450324207544, "lr": 0.01, "mask_rcnn/accuracy": 0.9053612207461601, "mask_rcnn/false_negative": 0.06406736187758996, "mask_rcnn/false_positive": 0.13854859063921748, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.0, "time": 0.7408175496384501, "total_loss": 1.6091948476860125} {"data_time": 0.009743057191371918, "eta_seconds": 113364.13562376238, "iteration": 114239, "loss_fcos_cls": 0.26140330848284066, "loss_fcos_ctr": 0.6172663979232311, "loss_fcos_loc": 0.18683086265809834, "loss_mask": 0.2641249792650342, "loss_maskiou": 0.005037271810579114, "loss_sem_seg": 0.28603797196410596, "lr": 0.01, "mask_rcnn/accuracy": 0.893277070724461, "mask_rcnn/false_negative": 0.09440941429458792, "mask_rcnn/false_positive": 0.12437745155242964, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7292474210262299, "total_loss": 1.6171623652844573} {"data_time": 0.010125719010829926, "eta_seconds": 113352.24857952818, "iteration": 114259, "loss_fcos_cls": 0.2807043003849685, "loss_fcos_ctr": 0.6226793434470892, "loss_fcos_loc": 0.20024906715843827, "loss_mask": 0.27081447932869196, "loss_maskiou": 0.005966789773083292, "loss_sem_seg": 0.27804190292954445, "lr": 0.01, "mask_rcnn/accuracy": 0.9161515300564671, "mask_rcnn/false_negative": 0.07394476076876247, "mask_rcnn/false_positive": 0.09900649830539307, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.5, "time": 0.730760145932436, "total_loss": 1.6551923362567322} {"data_time": 0.009708032943308353, "eta_seconds": 113335.95523527637, "iteration": 114279, "loss_fcos_cls": 0.2614293908700347, "loss_fcos_ctr": 0.6228490960784256, "loss_fcos_loc": 0.20146995596587658, "loss_mask": 0.2621755739673972, "loss_maskiou": 0.005633511915220879, "loss_sem_seg": 0.30716007435694337, "lr": 0.01, "mask_rcnn/accuracy": 0.8757696602737481, "mask_rcnn/false_negative": 0.10162264090102993, "mask_rcnn/false_positive": 0.1365342598011734, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.5, "time": 0.7223518230021, "total_loss": 1.6625339881356922} {"data_time": 0.009882924146950245, "eta_seconds": 113323.1355653368, "iteration": 114299, "loss_fcos_cls": 0.26192338636610657, "loss_fcos_ctr": 0.619586477521807, "loss_fcos_loc": 0.19562418514396995, "loss_mask": 0.26748268166556954, "loss_maskiou": 0.006193497436470352, "loss_sem_seg": 0.28102810168638825, "lr": 0.01, "mask_rcnn/accuracy": 0.8824300553554756, "mask_rcnn/false_negative": 0.09281271978374331, "mask_rcnn/false_positive": 0.13728278407360495, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7246762234717607, "total_loss": 1.631426487081626} {"data_time": 0.010691304691135883, "eta_seconds": 113263.48784276005, "iteration": 114319, "loss_fcos_cls": 0.2594988060882315, "loss_fcos_ctr": 0.6207410702481866, "loss_fcos_loc": 0.194771975511685, "loss_mask": 0.26161243254318833, "loss_maskiou": 0.005477242906636093, "loss_sem_seg": 0.3032811847515404, "lr": 0.01, "mask_rcnn/accuracy": 0.8942717878627859, "mask_rcnn/false_negative": 0.08065619483103906, "mask_rcnn/false_positive": 0.1459785227282659, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.7190803540870547, "total_loss": 1.6605190628251876} {"data_time": 0.01029603835195303, "eta_seconds": 113209.44699112885, "iteration": 114339, "loss_fcos_cls": 0.25355148408561945, "loss_fcos_ctr": 0.6189374653622508, "loss_fcos_loc": 0.19185224774992093, "loss_mask": 0.2574439882300794, "loss_maskiou": 0.004751146545459051, "loss_sem_seg": 0.301948249572888, "lr": 0.01, "mask_rcnn/accuracy": 0.8805299249349751, "mask_rcnn/false_negative": 0.11129343911469491, "mask_rcnn/false_positive": 0.13693612038939712, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.0, "time": 0.7198270484805107, "total_loss": 1.6266276594687952} {"data_time": 0.010217167437076569, "eta_seconds": 113167.31148130074, "iteration": 114359, "loss_fcos_cls": 0.25470998766832054, "loss_fcos_ctr": 0.621876840479672, "loss_fcos_loc": 0.2042340813204646, "loss_mask": 0.2632350903004408, "loss_maskiou": 0.0057782222793321125, "loss_sem_seg": 0.2776413101237267, "lr": 0.01, "mask_rcnn/accuracy": 0.8777097437532705, "mask_rcnn/false_negative": 0.08732354313210905, "mask_rcnn/false_positive": 0.1614732526611289, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7224393282085657, "total_loss": 1.6209884514319128} {"data_time": 0.010818887501955032, "eta_seconds": 113129.46250915248, "iteration": 114379, "loss_fcos_cls": 0.2521469541825354, "loss_fcos_ctr": 0.6178725473582745, "loss_fcos_loc": 0.19149706978350878, "loss_mask": 0.2623192695900798, "loss_maskiou": 0.005626731530355755, "loss_sem_seg": 0.26960630528628826, "lr": 0.01, "mask_rcnn/accuracy": 0.8979569883030665, "mask_rcnn/false_negative": 0.08705660860625133, "mask_rcnn/false_positive": 0.12657383653797744, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.75, "time": 0.7260677712038159, "total_loss": 1.6061834829306463} {"data_time": 0.009646367281675339, "eta_seconds": 113035.9037290262, "iteration": 114399, "loss_fcos_cls": 0.2545388943981379, "loss_fcos_ctr": 0.6182131450623274, "loss_fcos_loc": 0.19420203962363303, "loss_mask": 0.2667134329676628, "loss_maskiou": 0.005264199004159309, "loss_sem_seg": 0.2610527870710939, "lr": 0.01, "mask_rcnn/accuracy": 0.8693661955932817, "mask_rcnn/false_negative": 0.10173119437506836, "mask_rcnn/false_positive": 0.13729568287605953, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7179384957998991, "total_loss": 1.5917442193385796} {"data_time": 0.009274130687117577, "eta_seconds": 113021.37478593085, "iteration": 114419, "loss_fcos_cls": 0.25261221220716834, "loss_fcos_ctr": 0.6184899918735027, "loss_fcos_loc": 0.19947930169291794, "loss_mask": 0.2591956458054483, "loss_maskiou": 0.005061095456767362, "loss_sem_seg": 0.3125499691814184, "lr": 0.01, "mask_rcnn/accuracy": 0.8883559622195987, "mask_rcnn/false_negative": 0.08120862674787535, "mask_rcnn/false_positive": 0.1400481519762945, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.5, "time": 0.717555683106184, "total_loss": 1.6456132468301803} {"data_time": 0.00985432043671608, "eta_seconds": 113017.93751714006, "iteration": 114439, "loss_fcos_cls": 0.244896950898692, "loss_fcos_ctr": 0.6201504711061716, "loss_fcos_loc": 0.19265231606550515, "loss_mask": 0.253364069852978, "loss_maskiou": 0.005003413367376197, "loss_sem_seg": 0.29310997435823083, "lr": 0.01, "mask_rcnn/accuracy": 0.892153597259231, "mask_rcnn/false_negative": 0.07470974295987318, "mask_rcnn/false_positive": 0.13619028157416885, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.75, "time": 0.7199688414111733, "total_loss": 1.6145534795650747} {"data_time": 0.009391075000166893, "eta_seconds": 113042.09286133759, "iteration": 114459, "loss_fcos_cls": 0.24743720702826977, "loss_fcos_ctr": 0.6178119946271181, "loss_fcos_loc": 0.19027577864471823, "loss_mask": 0.2706841332837939, "loss_maskiou": 0.005484030793013517, "loss_sem_seg": 0.29487522318959236, "lr": 0.01, "mask_rcnn/accuracy": 0.8818703617810761, "mask_rcnn/false_negative": 0.09119201009362002, "mask_rcnn/false_positive": 0.12864176609305067, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7312137773260474, "total_loss": 1.635316604602849} {"data_time": 0.010542585514485836, "eta_seconds": 112988.87677890435, "iteration": 114479, "loss_fcos_cls": 0.2576724251266569, "loss_fcos_ctr": 0.6182240759953856, "loss_fcos_loc": 0.1845177646027878, "loss_mask": 0.26039565820246935, "loss_maskiou": 0.005401210695708869, "loss_sem_seg": 0.2891748882830143, "lr": 0.01, "mask_rcnn/accuracy": 0.893018859329446, "mask_rcnn/false_negative": 0.08180755354676164, "mask_rcnn/false_positive": 0.143921653508829, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 33.0, "time": 0.724421164020896, "total_loss": 1.605551095552073} {"data_time": 0.010080317035317421, "eta_seconds": 113013.02217441611, "iteration": 114499, "loss_fcos_cls": 0.25975719885900617, "loss_fcos_ctr": 0.6220639115199447, "loss_fcos_loc": 0.19792759185656905, "loss_mask": 0.27670363802462816, "loss_maskiou": 0.0057774431188590825, "loss_sem_seg": 0.2872109212912619, "lr": 0.01, "mask_rcnn/accuracy": 0.8770042576320318, "mask_rcnn/false_negative": 0.09752967288214343, "mask_rcnn/false_positive": 0.1634045733330292, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 37.75, "time": 0.7459230665117502, "total_loss": 1.6676321019185707} {"data_time": 0.010132627561688423, "eta_seconds": 113042.29566485714, "iteration": 114519, "loss_fcos_cls": 0.2572048631263897, "loss_fcos_ctr": 0.6219131126999855, "loss_fcos_loc": 0.19642146426485851, "loss_mask": 0.2638439051806927, "loss_maskiou": 0.006198899092851207, "loss_sem_seg": 0.25656007416546345, "lr": 0.01, "mask_rcnn/accuracy": 0.8822437360037183, "mask_rcnn/false_negative": 0.0920057604950443, "mask_rcnn/false_positive": 0.1373360311402939, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.75, "time": 0.7395401280373335, "total_loss": 1.622499394859915} {"data_time": 0.010150851681828499, "eta_seconds": 113043.08184580225, "iteration": 114539, "loss_fcos_cls": 0.2468224037438631, "loss_fcos_ctr": 0.6188742751255631, "loss_fcos_loc": 0.18890046194428578, "loss_mask": 0.26888998690992594, "loss_maskiou": 0.005044182355049998, "loss_sem_seg": 0.24481585156172514, "lr": 0.01, "mask_rcnn/accuracy": 0.8820793541775684, "mask_rcnn/false_negative": 0.10788375131410052, "mask_rcnn/false_positive": 0.12225202912193142, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 30.5, "time": 0.7433590916916728, "total_loss": 1.6145751533767907} {"data_time": 0.008955965749919415, "eta_seconds": 113049.44494605623, "iteration": 114559, "loss_fcos_cls": 0.25413655303418636, "loss_fcos_ctr": 0.6192261218093336, "loss_fcos_loc": 0.19585873547475785, "loss_mask": 0.26636664755642414, "loss_maskiou": 0.005057711940025911, "loss_sem_seg": 0.2511864244006574, "lr": 0.01, "mask_rcnn/accuracy": 0.9048250760252421, "mask_rcnn/false_negative": 0.09992760266596816, "mask_rcnn/false_positive": 0.10114531857597586, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 33.25, "time": 0.7396673187613487, "total_loss": 1.6056071189523209} {"data_time": 0.009683525189757347, "eta_seconds": 112998.67272867914, "iteration": 114579, "loss_fcos_cls": 0.26971612172201276, "loss_fcos_ctr": 0.6185830067843199, "loss_fcos_loc": 0.19664935860782862, "loss_mask": 0.2696443134918809, "loss_maskiou": 0.005513334399438463, "loss_sem_seg": 0.31470599537715316, "lr": 0.01, "mask_rcnn/accuracy": 0.8936217684482329, "mask_rcnn/false_negative": 0.09516249736546938, "mask_rcnn/false_positive": 0.1101091852504319, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 37.0, "time": 0.7243357468396425, "total_loss": 1.6690526888430668} {"data_time": 0.010163622908294201, "eta_seconds": 113080.29599589948, "iteration": 114599, "loss_fcos_cls": 0.2858337361831218, "loss_fcos_ctr": 0.6206620028242469, "loss_fcos_loc": 0.20348482602275908, "loss_mask": 0.2740866341628134, "loss_maskiou": 0.005723423993913457, "loss_sem_seg": 0.31758512649685144, "lr": 0.01, "mask_rcnn/accuracy": 0.8894903565821933, "mask_rcnn/false_negative": 0.09857039607677931, "mask_rcnn/false_positive": 0.12658968938461485, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.25, "time": 0.7400889610871673, "total_loss": 1.7152025959730963} {"data_time": 0.009708849713206291, "eta_seconds": 113107.17552614771, "iteration": 114619, "loss_fcos_cls": 0.2519379591103643, "loss_fcos_ctr": 0.6226445892825723, "loss_fcos_loc": 0.1961224435362965, "loss_mask": 0.270625289529562, "loss_maskiou": 0.005458253886899911, "loss_sem_seg": 0.3160720281302929, "lr": 0.01, "mask_rcnn/accuracy": 0.8979820177265321, "mask_rcnn/false_negative": 0.09480625149296322, "mask_rcnn/false_positive": 0.11787181785742049, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 40.0, "time": 0.7342567853629589, "total_loss": 1.6609924913936993} {"data_time": 0.009539004415273666, "eta_seconds": 113185.5590898944, "iteration": 114639, "loss_fcos_cls": 0.2674756848718971, "loss_fcos_ctr": 0.6193153294734657, "loss_fcos_loc": 0.18965115875471383, "loss_mask": 0.2658550087362528, "loss_maskiou": 0.005320843611116288, "loss_sem_seg": 0.294563930016011, "lr": 0.01, "mask_rcnn/accuracy": 0.8806198372206026, "mask_rcnn/false_negative": 0.10121229262168399, "mask_rcnn/false_positive": 0.146406561502182, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7382257981225848, "total_loss": 1.640097297484317} {"data_time": 0.010157604701817036, "eta_seconds": 113127.89481572155, "iteration": 114659, "loss_fcos_cls": 0.2521192089188844, "loss_fcos_ctr": 0.6200726348906755, "loss_fcos_loc": 0.19134816201403737, "loss_mask": 0.2676565330475569, "loss_maskiou": 0.005680203001247719, "loss_sem_seg": 0.29062027018517256, "lr": 0.01, "mask_rcnn/accuracy": 0.8945458166655367, "mask_rcnn/false_negative": 0.08340275955962238, "mask_rcnn/false_positive": 0.12661927933774542, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 24.0, "time": 0.7242452185600996, "total_loss": 1.60161716278526} {"data_time": 0.01046779751777649, "eta_seconds": 113068.7956771506, "iteration": 114679, "loss_fcos_cls": 0.2415348682552576, "loss_fcos_ctr": 0.6189806871116161, "loss_fcos_loc": 0.1932704441715032, "loss_mask": 0.2484979098662734, "loss_maskiou": 0.005370203230995685, "loss_sem_seg": 0.27610692055895925, "lr": 0.01, "mask_rcnn/accuracy": 0.8926106925328271, "mask_rcnn/false_negative": 0.08060488035995914, "mask_rcnn/false_positive": 0.1148792790907092, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.25, "time": 0.7063919343054295, "total_loss": 1.58726174235926} {"data_time": 0.009491813369095325, "eta_seconds": 113039.25671555009, "iteration": 114699, "loss_fcos_cls": 0.2531932326965034, "loss_fcos_ctr": 0.6231943280436099, "loss_fcos_loc": 0.20031659974483773, "loss_mask": 0.28015902172774076, "loss_maskiou": 0.006306617782684043, "loss_sem_seg": 0.27825888071674854, "lr": 0.01, "mask_rcnn/accuracy": 0.8686681469215716, "mask_rcnn/false_negative": 0.10164053792342974, "mask_rcnn/false_positive": 0.15302011250901865, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7327723391354084, "total_loss": 1.6649573000322562} {"data_time": 0.009249159134924412, "eta_seconds": 113100.6631013155, "iteration": 114719, "loss_fcos_cls": 0.26266454439610243, "loss_fcos_ctr": 0.6198669904842973, "loss_fcos_loc": 0.19668638822622597, "loss_mask": 0.2719266712665558, "loss_maskiou": 0.00524736124498304, "loss_sem_seg": 0.262876954395324, "lr": 0.01, "mask_rcnn/accuracy": 0.8947601217906518, "mask_rcnn/false_negative": 0.08376528598758337, "mask_rcnn/false_positive": 0.13532320652986946, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.25, "time": 0.740463649854064, "total_loss": 1.646128213920747} {"data_time": 0.010172133333981037, "eta_seconds": 113155.13813103829, "iteration": 114739, "loss_fcos_cls": 0.23669477691873908, "loss_fcos_ctr": 0.6166522204875946, "loss_fcos_loc": 0.18659187015146017, "loss_mask": 0.2671811617910862, "loss_maskiou": 0.006132684575277381, "loss_sem_seg": 0.2600977490656078, "lr": 0.01, "mask_rcnn/accuracy": 0.8860996945074326, "mask_rcnn/false_negative": 0.08893206349083049, "mask_rcnn/false_positive": 0.12762943891360692, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.0, "time": 0.7434413908049464, "total_loss": 1.5858839554566657} {"data_time": 0.009855681098997593, "eta_seconds": 113121.19082420133, "iteration": 114759, "loss_fcos_cls": 0.24909551069140434, "loss_fcos_ctr": 0.620003804564476, "loss_fcos_loc": 0.18725048226770014, "loss_mask": 0.2815074557438493, "loss_maskiou": 0.005854514878592454, "loss_sem_seg": 0.28471447015181184, "lr": 0.01, "mask_rcnn/accuracy": 0.8850486288265307, "mask_rcnn/false_negative": 0.09874309141768889, "mask_rcnn/false_positive": 0.13603689154430357, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.7377308188006282, "total_loss": 1.6498764188145287} {"data_time": 0.01023253332823515, "eta_seconds": 113125.98589367513, "iteration": 114779, "loss_fcos_cls": 0.26429880771320313, "loss_fcos_ctr": 0.6225556954741478, "loss_fcos_loc": 0.18971936008892953, "loss_mask": 0.2592741856351495, "loss_maskiou": 0.0054804806131869555, "loss_sem_seg": 0.2673722628969699, "lr": 0.01, "mask_rcnn/accuracy": 0.8783679571734886, "mask_rcnn/false_negative": 0.10437941405862311, "mask_rcnn/false_positive": 0.14017886521806988, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.7388845756649971, "total_loss": 1.6179132854667841} {"data_time": 0.010614005848765373, "eta_seconds": 113092.04357809387, "iteration": 114799, "loss_fcos_cls": 0.24459469551220536, "loss_fcos_ctr": 0.6176864802837372, "loss_fcos_loc": 0.1898553625214845, "loss_mask": 0.2607524897903204, "loss_maskiou": 0.005256994620140176, "loss_sem_seg": 0.27558807050809264, "lr": 0.01, "mask_rcnn/accuracy": 0.8826893276964873, "mask_rcnn/false_negative": 0.0996998176032356, "mask_rcnn/false_positive": 0.11178423311497243, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7238822374492884, "total_loss": 1.5987908364040777} {"data_time": 0.009705298580229282, "eta_seconds": 113213.15359490365, "iteration": 114819, "loss_fcos_cls": 0.24554138263920322, "loss_fcos_ctr": 0.6203681379556656, "loss_fcos_loc": 0.1872794125811197, "loss_mask": 0.2644040286540985, "loss_maskiou": 0.005373717380280141, "loss_sem_seg": 0.2613585526123643, "lr": 0.01, "mask_rcnn/accuracy": 0.8870201652089407, "mask_rcnn/false_negative": 0.09702342304837094, "mask_rcnn/false_positive": 0.13234872190564048, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.25, "time": 0.7336650267243385, "total_loss": 1.591387600172311} {"data_time": 0.011062298901379108, "eta_seconds": 113268.64463598002, "iteration": 114839, "loss_fcos_cls": 0.25926624424755573, "loss_fcos_ctr": 0.6189834456890821, "loss_fcos_loc": 0.19825645972741768, "loss_mask": 0.2609925395809114, "loss_maskiou": 0.005513762131158728, "loss_sem_seg": 0.35312390816397965, "lr": 0.01, "mask_rcnn/accuracy": 0.8827320813193699, "mask_rcnn/false_negative": 0.09438486086235519, "mask_rcnn/false_positive": 0.15013688263782343, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.0, "time": 0.7317905677482486, "total_loss": 1.6640852741038543} {"data_time": 0.009330474771559238, "eta_seconds": 113403.86553159636, "iteration": 114859, "loss_fcos_cls": 0.25419114250689745, "loss_fcos_ctr": 0.6219049962237477, "loss_fcos_loc": 0.20033307024277747, "loss_mask": 0.27315558353438973, "loss_maskiou": 0.005979127083264757, "loss_sem_seg": 0.27220298536121845, "lr": 0.01, "mask_rcnn/accuracy": 0.8890066964285714, "mask_rcnn/false_negative": 0.0901802523705428, "mask_rcnn/false_positive": 0.13325102735848246, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 25.5, "time": 0.7362489979714155, "total_loss": 1.6629609988231095} {"data_time": 0.010038512758910656, "eta_seconds": 113405.1180164069, "iteration": 114879, "loss_fcos_cls": 0.2553209401667118, "loss_fcos_ctr": 0.6211515497416258, "loss_fcos_loc": 0.1910000498755835, "loss_mask": 0.2668292154558003, "loss_maskiou": 0.0062278985569719225, "loss_sem_seg": 0.3032072357891593, "lr": 0.01, "mask_rcnn/accuracy": 0.8738006566262868, "mask_rcnn/false_negative": 0.10472234922543339, "mask_rcnn/false_positive": 0.1581262563326637, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7384477211162448, "total_loss": 1.6630627288286632} {"data_time": 0.010157330892980099, "eta_seconds": 113415.00215118844, "iteration": 114899, "loss_fcos_cls": 0.2608572079334408, "loss_fcos_ctr": 0.6204266799613833, "loss_fcos_loc": 0.20077966200187802, "loss_mask": 0.2624926771968603, "loss_maskiou": 0.00529809055296937, "loss_sem_seg": 0.30869191605597734, "lr": 0.01, "mask_rcnn/accuracy": 0.8989419063079778, "mask_rcnn/false_negative": 0.08592827929046166, "mask_rcnn/false_positive": 0.1253654622812556, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.5, "time": 0.7414514916017652, "total_loss": 1.6654122698819265} {"data_time": 0.010339743457734585, "eta_seconds": 113360.00715804007, "iteration": 114919, "loss_fcos_cls": 0.2558657377958298, "loss_fcos_ctr": 0.6203604340553284, "loss_fcos_loc": 0.1967884893529117, "loss_mask": 0.257559584453702, "loss_maskiou": 0.005303554164129309, "loss_sem_seg": 0.30128266056999564, "lr": 0.01, "mask_rcnn/accuracy": 0.874698392413058, "mask_rcnn/false_negative": 0.10887730276382315, "mask_rcnn/false_positive": 0.13787847918787585, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.0, "time": 0.7323847832158208, "total_loss": 1.6554442343185656} {"data_time": 0.009836534969508648, "eta_seconds": 113297.11761954613, "iteration": 114939, "loss_fcos_cls": 0.2594512696377933, "loss_fcos_ctr": 0.6216934733092785, "loss_fcos_loc": 0.1913603467401117, "loss_mask": 0.26556613203138113, "loss_maskiou": 0.00571806616790127, "loss_sem_seg": 0.2859151982702315, "lr": 0.01, "mask_rcnn/accuracy": 0.8939997256169909, "mask_rcnn/false_negative": 0.08995222723254603, "mask_rcnn/false_positive": 0.1128603982474643, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.75, "time": 0.7229069359600544, "total_loss": 1.6169325606242637} {"data_time": 0.009779968298971653, "eta_seconds": 113333.96034243889, "iteration": 114959, "loss_fcos_cls": 0.26004859805107117, "loss_fcos_ctr": 0.6218288550153375, "loss_fcos_loc": 0.20661934092640877, "loss_mask": 0.2622967045754194, "loss_maskiou": 0.004965331609128043, "loss_sem_seg": 0.33551777713000774, "lr": 0.01, "mask_rcnn/accuracy": 0.8826262307283688, "mask_rcnn/false_negative": 0.096474958427474, "mask_rcnn/false_positive": 0.12627213365976556, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7394865844398737, "total_loss": 1.6546051474870183} {"data_time": 0.00995474960654974, "eta_seconds": 113356.50349436421, "iteration": 114979, "loss_fcos_cls": 0.25683257885975763, "loss_fcos_ctr": 0.6200342401862144, "loss_fcos_loc": 0.19940134411444888, "loss_mask": 0.2637118427082896, "loss_maskiou": 0.005588225896644872, "loss_sem_seg": 0.29155312944203615, "lr": 0.01, "mask_rcnn/accuracy": 0.8789849811308821, "mask_rcnn/false_negative": 0.09637148169648208, "mask_rcnn/false_positive": 0.14115822978001247, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.75, "time": 0.7349938871338964, "total_loss": 1.6581748053140473} {"data_time": 0.010878943838179111, "eta_seconds": 113341.87883015815, "iteration": 114999, "loss_fcos_cls": 0.24500997457653284, "loss_fcos_ctr": 0.6158977011218667, "loss_fcos_loc": 0.19174208980984986, "loss_mask": 0.2665945030748844, "loss_maskiou": 0.005902589553443249, "loss_sem_seg": 0.27728966111317277, "lr": 0.01, "mask_rcnn/accuracy": 0.8933967670175569, "mask_rcnn/false_negative": 0.1005424459540794, "mask_rcnn/false_positive": 0.12337670838344258, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.736906448379159, "total_loss": 1.6127630588161992} {"data_time": 0.01055276207625866, "eta_seconds": 113340.23658475466, "iteration": 115019, "loss_fcos_cls": 0.2628172244876623, "loss_fcos_ctr": 0.6172056207433343, "loss_fcos_loc": 0.1859307603444904, "loss_mask": 0.26034065894782543, "loss_maskiou": 0.005670178550644778, "loss_sem_seg": 0.2924258019775152, "lr": 0.01, "mask_rcnn/accuracy": 0.8990729199843203, "mask_rcnn/false_negative": 0.08424356239776801, "mask_rcnn/false_positive": 0.11072676576800677, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.75, "time": 0.749712735414505, "total_loss": 1.6239231427607592} {"data_time": 0.009831235744059086, "eta_seconds": 113288.14598242939, "iteration": 115039, "loss_fcos_cls": 0.2569501819089055, "loss_fcos_ctr": 0.622126935981214, "loss_fcos_loc": 0.19727813615463674, "loss_mask": 0.26050546718761325, "loss_maskiou": 0.0050612537015695125, "loss_sem_seg": 0.27606926346197724, "lr": 0.01, "mask_rcnn/accuracy": 0.8850589923469387, "mask_rcnn/false_negative": 0.08702185822623519, "mask_rcnn/false_positive": 0.1483513911212461, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.75, "time": 0.7226244155317545, "total_loss": 1.6029945270820463} {"data_time": 0.010518582537770271, "eta_seconds": 113319.14984551817, "iteration": 115059, "loss_fcos_cls": 0.2600007194560021, "loss_fcos_ctr": 0.6183505496010184, "loss_fcos_loc": 0.19210826547350734, "loss_mask": 0.27093546744436026, "loss_maskiou": 0.00493257896596333, "loss_sem_seg": 0.29885746259242296, "lr": 0.01, "mask_rcnn/accuracy": 0.8870161596042359, "mask_rcnn/false_negative": 0.08749860573618723, "mask_rcnn/false_positive": 0.13363783002215185, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.7358676753938198, "total_loss": 1.6500560221029446} {"data_time": 0.009717300534248352, "eta_seconds": 113274.09537509922, "iteration": 115079, "loss_fcos_cls": 0.24434570677112788, "loss_fcos_ctr": 0.6179367527365685, "loss_fcos_loc": 0.1837639706209302, "loss_mask": 0.2650936245918274, "loss_maskiou": 0.00533372642530594, "loss_sem_seg": 0.29467046237550676, "lr": 0.01, "mask_rcnn/accuracy": 0.8670793222949558, "mask_rcnn/false_negative": 0.099795683876547, "mask_rcnn/false_positive": 0.1641258566769186, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7287413822486997, "total_loss": 1.620646723516984} {"data_time": 0.010367721319198608, "eta_seconds": 113285.54293815792, "iteration": 115099, "loss_fcos_cls": 0.25549672939814627, "loss_fcos_ctr": 0.6214270973578095, "loss_fcos_loc": 0.1958400709554553, "loss_mask": 0.2505902452394366, "loss_maskiou": 0.0051047336564806756, "loss_sem_seg": 0.2719794111326337, "lr": 0.01, "mask_rcnn/accuracy": 0.8849134124803768, "mask_rcnn/false_negative": 0.08851529246720125, "mask_rcnn/false_positive": 0.11518409998939907, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.5, "time": 0.706862467341125, "total_loss": 1.6287564091326203} {"data_time": 0.010306722484529018, "eta_seconds": 113275.26766461879, "iteration": 115119, "loss_fcos_cls": 0.2580043983180076, "loss_fcos_ctr": 0.6193605503067374, "loss_fcos_loc": 0.19544055731967092, "loss_mask": 0.2651417450979352, "loss_maskiou": 0.005171282558876555, "loss_sem_seg": 0.27604773826897144, "lr": 0.01, "mask_rcnn/accuracy": 0.8911802545192204, "mask_rcnn/false_negative": 0.08292524441698076, "mask_rcnn/false_positive": 0.12130543974096986, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.5, "time": 0.7383113792166114, "total_loss": 1.6364565317853703} {"data_time": 0.009965697303414345, "eta_seconds": 113373.53296073806, "iteration": 115139, "loss_fcos_cls": 0.24755387683399022, "loss_fcos_ctr": 0.6190786026418209, "loss_fcos_loc": 0.19830429484136403, "loss_mask": 0.27703748270869255, "loss_maskiou": 0.006087681686040014, "loss_sem_seg": 0.2850575498305261, "lr": 0.01, "mask_rcnn/accuracy": 0.8701754877775286, "mask_rcnn/false_negative": 0.09477577919954772, "mask_rcnn/false_positive": 0.15355477252404257, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.75, "time": 0.7460975712165236, "total_loss": 1.640104306738067} {"data_time": 0.00972776673734188, "eta_seconds": 113376.62699617166, "iteration": 115159, "loss_fcos_cls": 0.2547661205753684, "loss_fcos_ctr": 0.6181196747347713, "loss_fcos_loc": 0.18500614492222667, "loss_mask": 0.2540098284371197, "loss_maskiou": 0.005478466133354232, "loss_sem_seg": 0.285218158736825, "lr": 0.01, "mask_rcnn/accuracy": 0.9003070581514458, "mask_rcnn/false_negative": 0.09440468191898399, "mask_rcnn/false_positive": 0.11800356290288896, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7420924352481961, "total_loss": 1.6073743287997786} {"data_time": 0.009165721945464611, "eta_seconds": 113344.24901372474, "iteration": 115179, "loss_fcos_cls": 0.2764822985045612, "loss_fcos_ctr": 0.622236349619925, "loss_fcos_loc": 0.2071381209534593, "loss_mask": 0.27013798244297504, "loss_maskiou": 0.0054027944497647695, "loss_sem_seg": 0.2820406788960099, "lr": 0.01, "mask_rcnn/accuracy": 0.8790595900245344, "mask_rcnn/false_negative": 0.11463035519010961, "mask_rcnn/false_positive": 0.1506548976250246, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7089050067588687, "total_loss": 1.6635925502196187} {"data_time": 0.00946572795510292, "eta_seconds": 113344.29144153558, "iteration": 115199, "loss_fcos_cls": 0.24300722312182188, "loss_fcos_ctr": 0.6241676541976631, "loss_fcos_loc": 0.1996709652012214, "loss_mask": 0.2738073323853314, "loss_maskiou": 0.005862578371306881, "loss_sem_seg": 0.2894102563150227, "lr": 0.01, "mask_rcnn/accuracy": 0.8846342392526165, "mask_rcnn/false_negative": 0.08609039618611486, "mask_rcnn/false_positive": 0.15127666192168443, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.0, "time": 0.7297350699082017, "total_loss": 1.6109284361009486} {"data_time": 0.010395693592727184, "eta_seconds": 113322.92710522283, "iteration": 115219, "loss_fcos_cls": 0.2430232116021216, "loss_fcos_ctr": 0.617006944026798, "loss_fcos_loc": 0.1843452116008848, "loss_mask": 0.2722014277242124, "loss_maskiou": 0.005444781752885319, "loss_sem_seg": 0.2799357729963958, "lr": 0.01, "mask_rcnn/accuracy": 0.8849950912513979, "mask_rcnn/false_negative": 0.10458487141734443, "mask_rcnn/false_positive": 0.14672489869828506, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 35.5, "time": 0.7317058350890875, "total_loss": 1.6356983843070338} {"data_time": 0.010169909335672855, "eta_seconds": 113269.01003822219, "iteration": 115239, "loss_fcos_cls": 0.24157061660662293, "loss_fcos_ctr": 0.6172536835074425, "loss_fcos_loc": 0.19697230670135468, "loss_mask": 0.26337228948250413, "loss_maskiou": 0.0049647913401713595, "loss_sem_seg": 0.2601442909799516, "lr": 0.01, "mask_rcnn/accuracy": 0.8575126269351536, "mask_rcnn/false_negative": 0.1146752900367908, "mask_rcnn/false_positive": 0.1550880962815993, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.5, "time": 0.7269146582111716, "total_loss": 1.5620433794538258} {"data_time": 0.010007026605308056, "eta_seconds": 113238.37850743532, "iteration": 115259, "loss_fcos_cls": 0.25223225622903556, "loss_fcos_ctr": 0.6180233401246369, "loss_fcos_loc": 0.19394256069790572, "loss_mask": 0.25322349835187197, "loss_maskiou": 0.005619624935206957, "loss_sem_seg": 0.27983039151877165, "lr": 0.01, "mask_rcnn/accuracy": 0.8696867624600861, "mask_rcnn/false_negative": 0.10206246625752857, "mask_rcnn/false_positive": 0.15175229690725944, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7275307476520538, "total_loss": 1.6091906614165055} {"data_time": 0.010083177126944065, "eta_seconds": 113223.74264770746, "iteration": 115279, "loss_fcos_cls": 0.2557719082105905, "loss_fcos_ctr": 0.6189958360046148, "loss_fcos_loc": 0.19032807042822242, "loss_mask": 0.2656616475433111, "loss_maskiou": 0.006123514089267701, "loss_sem_seg": 0.27108299545943737, "lr": 0.01, "mask_rcnn/accuracy": 0.8770810214006026, "mask_rcnn/false_negative": 0.09104790965101106, "mask_rcnn/false_positive": 0.14874209702173063, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.0, "time": 0.7270327107980847, "total_loss": 1.5905850501003442} {"data_time": 0.009334703907370567, "eta_seconds": 113209.1067879796, "iteration": 115299, "loss_fcos_cls": 0.25757861777674407, "loss_fcos_ctr": 0.6210111868567765, "loss_fcos_loc": 0.2029064001981169, "loss_mask": 0.2575615281239152, "loss_maskiou": 0.004834397201193497, "loss_sem_seg": 0.2673335890285671, "lr": 0.01, "mask_rcnn/accuracy": 0.8787707383807009, "mask_rcnn/false_negative": 0.10074041737015588, "mask_rcnn/false_positive": 0.12969096000729727, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7134778052568436, "total_loss": 1.6117818163256743} {"data_time": 0.01001637615263462, "eta_seconds": 113236.75105965696, "iteration": 115319, "loss_fcos_cls": 0.25215232837945223, "loss_fcos_ctr": 0.6218218998983502, "loss_fcos_loc": 0.19688009400852025, "loss_mask": 0.2613370278850198, "loss_maskiou": 0.00557573966216296, "loss_sem_seg": 0.3007733286358416, "lr": 0.01, "mask_rcnn/accuracy": 0.871044267632389, "mask_rcnn/false_negative": 0.1132486286397035, "mask_rcnn/false_positive": 0.14988887328095324, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7360644210129976, "total_loss": 1.6457144681771751} {"data_time": 0.0104310791939497, "eta_seconds": 113227.11322567146, "iteration": 115339, "loss_fcos_cls": 0.24892762396484613, "loss_fcos_ctr": 0.6224429039284587, "loss_fcos_loc": 0.19408418727107346, "loss_mask": 0.2725506704300642, "loss_maskiou": 0.006632016345974989, "loss_sem_seg": 0.2848745035007596, "lr": 0.01, "mask_rcnn/accuracy": 0.8826119491675326, "mask_rcnn/false_negative": 0.08346023136419166, "mask_rcnn/false_positive": 0.1296734470624117, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.7219142224639654, "total_loss": 1.6510132558032637} {"data_time": 0.009781583212316036, "eta_seconds": 113245.37939558085, "iteration": 115359, "loss_fcos_cls": 0.26042189029976726, "loss_fcos_ctr": 0.6213358994573355, "loss_fcos_loc": 0.20343521528411657, "loss_mask": 0.2734822113998234, "loss_maskiou": 0.0056239513723994605, "loss_sem_seg": 0.2821804102277383, "lr": 0.01, "mask_rcnn/accuracy": 0.8598561634475219, "mask_rcnn/false_negative": 0.1141053032173128, "mask_rcnn/false_positive": 0.14268442019322075, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7372177038341761, "total_loss": 1.6553769753081724} {"data_time": 0.010116237215697765, "eta_seconds": 113215.54008805845, "iteration": 115379, "loss_fcos_cls": 0.24811567505821586, "loss_fcos_ctr": 0.6171500496566296, "loss_fcos_loc": 0.18289900897070765, "loss_mask": 0.2591288136318326, "loss_maskiou": 0.005057984999439213, "loss_sem_seg": 0.27646680269390345, "lr": 0.01, "mask_rcnn/accuracy": 0.9050932752110801, "mask_rcnn/false_negative": 0.0803364495790006, "mask_rcnn/false_positive": 0.10688972926081539, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.5, "time": 0.7207329273223877, "total_loss": 1.6117693144260556} {"data_time": 0.009837663732469082, "eta_seconds": 113247.22061128728, "iteration": 115399, "loss_fcos_cls": 0.2535368164535612, "loss_fcos_ctr": 0.617940163705498, "loss_fcos_loc": 0.18101359548745677, "loss_mask": 0.2631203820928931, "loss_maskiou": 0.005220530656515621, "loss_sem_seg": 0.30154042318463326, "lr": 0.01, "mask_rcnn/accuracy": 0.8782977121196738, "mask_rcnn/false_negative": 0.10997111374496882, "mask_rcnn/false_positive": 0.13951075526380874, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7398544829338789, "total_loss": 1.6327425605704775} {"data_time": 0.009572209790349007, "eta_seconds": 113183.20886379294, "iteration": 115419, "loss_fcos_cls": 0.2558862001169473, "loss_fcos_ctr": 0.6217416040599346, "loss_fcos_loc": 0.20210940320976079, "loss_mask": 0.2694143755361438, "loss_maskiou": 0.005664852105837781, "loss_sem_seg": 0.2625219034962356, "lr": 0.01, "mask_rcnn/accuracy": 0.8726401179941002, "mask_rcnn/false_negative": 0.10627375167333086, "mask_rcnn/false_positive": 0.1480374133492516, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.5, "time": 0.7239937596023083, "total_loss": 1.647495128767332} {"data_time": 0.01047315914183855, "eta_seconds": 113285.57075618394, "iteration": 115439, "loss_fcos_cls": 0.2583499501924962, "loss_fcos_ctr": 0.6199327139183879, "loss_fcos_loc": 0.18525895476341248, "loss_mask": 0.24705391563475132, "loss_maskiou": 0.00536378551623784, "loss_sem_seg": 0.26147057954221964, "lr": 0.01, "mask_rcnn/accuracy": 0.8797490735424605, "mask_rcnn/false_negative": 0.09585531312587689, "mask_rcnn/false_positive": 0.14195545170789467, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7431866284459829, "total_loss": 1.6136789512602263} {"data_time": 0.009418225847184658, "eta_seconds": 113153.92112238519, "iteration": 115459, "loss_fcos_cls": 0.2503608432598412, "loss_fcos_ctr": 0.6176114999689162, "loss_fcos_loc": 0.18380931694991887, "loss_mask": 0.25806137127801776, "loss_maskiou": 0.005526830504095415, "loss_sem_seg": 0.3414277844130993, "lr": 0.01, "mask_rcnn/accuracy": 0.9071307870974477, "mask_rcnn/false_negative": 0.06300898545886993, "mask_rcnn/false_positive": 0.11739854704561198, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 23.5, "time": 0.7084536869078875, "total_loss": 1.6500213691979297} {"data_time": 0.010617760941386223, "eta_seconds": 113142.31876618881, "iteration": 115479, "loss_fcos_cls": 0.26454012538306415, "loss_fcos_ctr": 0.6219415040686727, "loss_fcos_loc": 0.19360465975478292, "loss_mask": 0.267281211912632, "loss_maskiou": 0.005878305833903141, "loss_sem_seg": 0.26416390342637897, "lr": 0.01, "mask_rcnn/accuracy": 0.8698999293009348, "mask_rcnn/false_negative": 0.08757105566005904, "mask_rcnn/false_positive": 0.15952946646292898, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7437572507187724, "total_loss": 1.6228338832625013} {"data_time": 0.01044599711894989, "eta_seconds": 113117.9250727417, "iteration": 115499, "loss_fcos_cls": 0.2482204723637551, "loss_fcos_ctr": 0.6179855763912201, "loss_fcos_loc": 0.19204608083236963, "loss_mask": 0.27193246129900217, "loss_maskiou": 0.005622842661978211, "loss_sem_seg": 0.30432418920099735, "lr": 0.01, "mask_rcnn/accuracy": 0.8780225726654298, "mask_rcnn/false_negative": 0.08718192521827978, "mask_rcnn/false_positive": 0.15044678384172855, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7224153494462371, "total_loss": 1.6193477605738735} {"data_time": 0.010013286955654621, "eta_seconds": 113065.63129315525, "iteration": 115519, "loss_fcos_cls": 0.26653789030388, "loss_fcos_ctr": 0.6194658493623137, "loss_fcos_loc": 0.18670897698029876, "loss_mask": 0.25666500348597765, "loss_maskiou": 0.0056354151879531855, "loss_sem_seg": 0.2962059769779444, "lr": 0.01, "mask_rcnn/accuracy": 0.8730264065085493, "mask_rcnn/false_negative": 0.10744717091896788, "mask_rcnn/false_positive": 0.146357023192216, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.75, "time": 0.713120810687542, "total_loss": 1.647744346941181} {"data_time": 0.010367593728005886, "eta_seconds": 113070.73612867668, "iteration": 115539, "loss_fcos_cls": 0.25922346115112305, "loss_fcos_ctr": 0.6196304885670543, "loss_fcos_loc": 0.19574286637362093, "loss_mask": 0.2598297940567136, "loss_maskiou": 0.005498215621628333, "loss_sem_seg": 0.2849559420719743, "lr": 0.01, "mask_rcnn/accuracy": 0.887569328104376, "mask_rcnn/false_negative": 0.08557655644342134, "mask_rcnn/false_positive": 0.15155597297977055, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.25, "time": 0.7482020119205117, "total_loss": 1.6336867028621782} {"data_time": 0.010308709926903248, "eta_seconds": 113056.09544447437, "iteration": 115559, "loss_fcos_cls": 0.2537577438633889, "loss_fcos_ctr": 0.6200908366590738, "loss_fcos_loc": 0.1831808889983222, "loss_mask": 0.25740134436637163, "loss_maskiou": 0.005819690304633696, "loss_sem_seg": 0.32681800052523613, "lr": 0.01, "mask_rcnn/accuracy": 0.8867198129251701, "mask_rcnn/false_negative": 0.0928506763037668, "mask_rcnn/false_positive": 0.14619125256612023, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 38.0, "time": 0.7465552361682057, "total_loss": 1.6329510613941238} {"data_time": 0.010526128113269806, "eta_seconds": 113046.41381542198, "iteration": 115579, "loss_fcos_cls": 0.2509668320417404, "loss_fcos_ctr": 0.6182019924744964, "loss_fcos_loc": 0.18342687818221748, "loss_mask": 0.2576342383399606, "loss_maskiou": 0.0058537592594802845, "loss_sem_seg": 0.2520989696495235, "lr": 0.01, "mask_rcnn/accuracy": 0.8923541380204564, "mask_rcnn/false_negative": 0.08190790254417915, "mask_rcnn/false_positive": 0.14838877503305747, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 24.5, "time": 0.7136182393878698, "total_loss": 1.5722232555744995} {"data_time": 0.010913698002696037, "eta_seconds": 112957.43972258829, "iteration": 115599, "loss_fcos_cls": 0.2531495818402618, "loss_fcos_ctr": 0.6225683498196304, "loss_fcos_loc": 0.20079285296378657, "loss_mask": 0.2704585324972868, "loss_maskiou": 0.005874081776710227, "loss_sem_seg": 0.2910438987892121, "lr": 0.01, "mask_rcnn/accuracy": 0.8875223282083917, "mask_rcnn/false_negative": 0.0872852422915166, "mask_rcnn/false_positive": 0.11430970693835413, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.75, "time": 0.7189011508598924, "total_loss": 1.6486925353383413} {"data_time": 0.009850692003965378, "eta_seconds": 112942.80802464299, "iteration": 115619, "loss_fcos_cls": 0.25670742546208203, "loss_fcos_ctr": 0.6225545210763812, "loss_fcos_loc": 0.2028526298236102, "loss_mask": 0.2742395084351301, "loss_maskiou": 0.005692993043339811, "loss_sem_seg": 0.29427243606187403, "lr": 0.01, "mask_rcnn/accuracy": 0.8876271018970969, "mask_rcnn/false_negative": 0.0948014509457403, "mask_rcnn/false_positive": 0.14320621567198616, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.75, "time": 0.7332652015611529, "total_loss": 1.63181893042929} {"data_time": 0.011176451109349728, "eta_seconds": 112875.93096591625, "iteration": 115639, "loss_fcos_cls": 0.24325414095073938, "loss_fcos_ctr": 0.6177611099556088, "loss_fcos_loc": 0.1826519132591784, "loss_mask": 0.2619546530768275, "loss_maskiou": 0.005158372376172338, "loss_sem_seg": 0.28045433666557074, "lr": 0.01, "mask_rcnn/accuracy": 0.8862486210700496, "mask_rcnn/false_negative": 0.09295296958949845, "mask_rcnn/false_positive": 0.1522637043024511, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.5, "time": 0.7232145145535469, "total_loss": 1.6344214180135168} {"data_time": 0.009169941768050194, "eta_seconds": 112871.53667747509, "iteration": 115659, "loss_fcos_cls": 0.25672159949317575, "loss_fcos_ctr": 0.6194016914814711, "loss_fcos_loc": 0.19500605709617957, "loss_mask": 0.2578258765861392, "loss_maskiou": 0.005182707856874913, "loss_sem_seg": 0.2551841572858393, "lr": 0.01, "mask_rcnn/accuracy": 0.8844400920659703, "mask_rcnn/false_negative": 0.09239577297047144, "mask_rcnn/false_positive": 0.12353110391945343, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.75, "time": 0.730693282559514, "total_loss": 1.61311710679729} {"data_time": 0.010280027985572815, "eta_seconds": 112863.00354399718, "iteration": 115679, "loss_fcos_cls": 0.27214552252553403, "loss_fcos_ctr": 0.6215786654502153, "loss_fcos_loc": 0.20042365801054984, "loss_mask": 0.27239327039569616, "loss_maskiou": 0.006588202901184559, "loss_sem_seg": 0.31453650700859725, "lr": 0.01, "mask_rcnn/accuracy": 0.9021128755029493, "mask_rcnn/false_negative": 0.07070557961889622, "mask_rcnn/false_positive": 0.1379600709478223, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7322776559740305, "total_loss": 1.6700572260597255} {"data_time": 0.010306231677532196, "eta_seconds": 112859.83272685762, "iteration": 115699, "loss_fcos_cls": 0.2535536903887987, "loss_fcos_ctr": 0.619267410133034, "loss_fcos_loc": 0.19552540802396834, "loss_mask": 0.2779848584905267, "loss_maskiou": 0.005855846182384994, "loss_sem_seg": 0.29104142147116363, "lr": 0.01, "mask_rcnn/accuracy": 0.8741782069970845, "mask_rcnn/false_negative": 0.10925900180656525, "mask_rcnn/false_positive": 0.1272198286852711, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.75, "time": 0.7362065995112062, "total_loss": 1.6554804076004075} {"data_time": 0.010497299022972584, "eta_seconds": 112817.43125110958, "iteration": 115719, "loss_fcos_cls": 0.2462380036013201, "loss_fcos_ctr": 0.6206731554120779, "loss_fcos_loc": 0.19616173789836466, "loss_mask": 0.25646441988646984, "loss_maskiou": 0.0055063722902559675, "loss_sem_seg": 0.26907812035642564, "lr": 0.01, "mask_rcnn/accuracy": 0.8754370705737511, "mask_rcnn/false_negative": 0.07729692682427297, "mask_rcnn/false_positive": 0.18145054945054945, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.25, "time": 0.7163068633526564, "total_loss": 1.6113770026931888} {"data_time": 0.010268745943903923, "eta_seconds": 112795.06771282852, "iteration": 115739, "loss_fcos_cls": 0.25434881658293307, "loss_fcos_ctr": 0.6203436516225338, "loss_fcos_loc": 0.1971903855446726, "loss_mask": 0.26165752578526735, "loss_maskiou": 0.0050109322619391605, "loss_sem_seg": 0.28786468505859375, "lr": 0.01, "mask_rcnn/accuracy": 0.8863568955682184, "mask_rcnn/false_negative": 0.09374001386526716, "mask_rcnn/false_positive": 0.10437696685288708, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.5, "time": 0.7347195371985435, "total_loss": 1.627215413027443} {"data_time": 0.010200973600149155, "eta_seconds": 112801.6798643861, "iteration": 115759, "loss_fcos_cls": 0.2615979416295886, "loss_fcos_ctr": 0.6212495751678944, "loss_fcos_loc": 0.1932201002491638, "loss_mask": 0.26163983810693026, "loss_maskiou": 0.004943057143464102, "loss_sem_seg": 0.28956486424431205, "lr": 0.01, "mask_rcnn/accuracy": 0.9107877526010404, "mask_rcnn/false_negative": 0.0811974125231882, "mask_rcnn/false_positive": 0.10429205481852219, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 26.5, "time": 0.7512347651645541, "total_loss": 1.6342828688866575} {"data_time": 0.009681050665676594, "eta_seconds": 112765.8198620528, "iteration": 115779, "loss_fcos_cls": 0.25120223918929696, "loss_fcos_ctr": 0.6197466980665922, "loss_fcos_loc": 0.18823814496863633, "loss_mask": 0.2574860220775008, "loss_maskiou": 0.005521895152924117, "loss_sem_seg": 0.2678185347467661, "lr": 0.01, "mask_rcnn/accuracy": 0.8955110814166937, "mask_rcnn/false_negative": 0.0909994810529498, "mask_rcnn/false_positive": 0.13445093263531493, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.75, "time": 0.7199394833296537, "total_loss": 1.6123485740972683} {"data_time": 0.009886769577860832, "eta_seconds": 112790.38992871903, "iteration": 115799, "loss_fcos_cls": 0.2562146426644176, "loss_fcos_ctr": 0.6211155392229557, "loss_fcos_loc": 0.19640299188904464, "loss_mask": 0.27206528931856155, "loss_maskiou": 0.0055063807958504185, "loss_sem_seg": 0.2776868394576013, "lr": 0.01, "mask_rcnn/accuracy": 0.8826034238171919, "mask_rcnn/false_negative": 0.09269389658020352, "mask_rcnn/false_positive": 0.1621670024227418, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.25, "time": 0.748459817841649, "total_loss": 1.6476857553134323} {"data_time": 0.00989856943488121, "eta_seconds": 112762.13171822764, "iteration": 115819, "loss_fcos_cls": 0.24195223359856755, "loss_fcos_ctr": 0.6202741740271449, "loss_fcos_loc": 0.1906216380884871, "loss_mask": 0.27483592461794615, "loss_maskiou": 0.004691848858783487, "loss_sem_seg": 0.3003644843120128, "lr": 0.01, "mask_rcnn/accuracy": 0.8833883724722766, "mask_rcnn/false_negative": 0.10889620429596886, "mask_rcnn/false_positive": 0.1429900405297666, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7199567053467035, "total_loss": 1.6417879497967078} {"data_time": 0.009244322776794434, "eta_seconds": 112730.53106043208, "iteration": 115839, "loss_fcos_cls": 0.2660119137726724, "loss_fcos_ctr": 0.6231166422367096, "loss_fcos_loc": 0.2013990090927109, "loss_mask": 0.2804874014109373, "loss_maskiou": 0.006220046096132137, "loss_sem_seg": 0.3005577293224633, "lr": 0.01, "mask_rcnn/accuracy": 0.8800682773109243, "mask_rcnn/false_negative": 0.0977425110536542, "mask_rcnn/false_positive": 0.14173128862417395, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7179824495688081, "total_loss": 1.6778479070635512} {"data_time": 0.010574213229119778, "eta_seconds": 112645.78500611335, "iteration": 115859, "loss_fcos_cls": 0.27894319128245115, "loss_fcos_ctr": 0.617645631544292, "loss_fcos_loc": 0.1930738771916367, "loss_mask": 0.26413982687518, "loss_maskiou": 0.005654594851876027, "loss_sem_seg": 0.2539226063527167, "lr": 0.01, "mask_rcnn/accuracy": 0.8923300288847275, "mask_rcnn/false_negative": 0.09765074071163296, "mask_rcnn/false_positive": 0.10056301533762371, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 33.5, "time": 0.7261744840070605, "total_loss": 1.6147807647848822} {"data_time": 0.0098336236551404, "eta_seconds": 112669.23404869623, "iteration": 115879, "loss_fcos_cls": 0.2752844432834536, "loss_fcos_ctr": 0.6204692339524627, "loss_fcos_loc": 0.19686446664854884, "loss_mask": 0.27343410067260265, "loss_maskiou": 0.006289187949732877, "loss_sem_seg": 0.2751877452246845, "lr": 0.01, "mask_rcnn/accuracy": 0.8698360643249461, "mask_rcnn/false_negative": 0.09618952718313745, "mask_rcnn/false_positive": 0.1479807589164087, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7483750572428107, "total_loss": 1.6564474543993128} {"data_time": 0.010670377872884274, "eta_seconds": 112629.01405269373, "iteration": 115899, "loss_fcos_cls": 0.23972195060923696, "loss_fcos_ctr": 0.6185202971100807, "loss_fcos_loc": 0.19711993529926986, "loss_mask": 0.259156362619251, "loss_maskiou": 0.004732496032374911, "loss_sem_seg": 0.2759769919794053, "lr": 0.01, "mask_rcnn/accuracy": 0.8895055255303703, "mask_rcnn/false_negative": 0.09281768107820311, "mask_rcnn/false_positive": 0.13095519643121956, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.0, "time": 0.7217272883281112, "total_loss": 1.616103766427841} {"data_time": 0.010169576853513718, "eta_seconds": 112639.99228824861, "iteration": 115919, "loss_fcos_cls": 0.25500678457319736, "loss_fcos_ctr": 0.6182245630770922, "loss_fcos_loc": 0.184379929327406, "loss_mask": 0.25326572451740503, "loss_maskiou": 0.004906147143628914, "loss_sem_seg": 0.2780249253846705, "lr": 0.01, "mask_rcnn/accuracy": 0.9077363598500625, "mask_rcnn/false_negative": 0.09805975575100968, "mask_rcnn/false_positive": 0.09154029891337664, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 24.75, "time": 0.7338929334655404, "total_loss": 1.5779122219246347} {"data_time": 0.009957791306078434, "eta_seconds": 112678.06476041768, "iteration": 115939, "loss_fcos_cls": 0.24772018543444574, "loss_fcos_ctr": 0.6192048517987132, "loss_fcos_loc": 0.19178268895484507, "loss_mask": 0.2685254169628024, "loss_maskiou": 0.005535223477636464, "loss_sem_seg": 0.30821681395173073, "lr": 0.01, "mask_rcnn/accuracy": 0.8923840827539806, "mask_rcnn/false_negative": 0.09045194630398393, "mask_rcnn/false_positive": 0.14136917957996253, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7409965414553881, "total_loss": 1.6662275273993146} {"data_time": 0.01010475680232048, "eta_seconds": 112610.75052780099, "iteration": 115959, "loss_fcos_cls": 0.26376818236894906, "loss_fcos_ctr": 0.6209694715216756, "loss_fcos_loc": 0.19364039017818868, "loss_mask": 0.271409522742033, "loss_maskiou": 0.005214774442720227, "loss_sem_seg": 0.3181539890356362, "lr": 0.01, "mask_rcnn/accuracy": 0.8795159817538573, "mask_rcnn/false_negative": 0.09212052219059862, "mask_rcnn/false_positive": 0.1297765060066146, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7220642659813166, "total_loss": 1.677273905785114} {"data_time": 0.009412279352545738, "eta_seconds": 112628.15578816179, "iteration": 115979, "loss_fcos_cls": 0.2614419520832598, "loss_fcos_ctr": 0.6213658060878515, "loss_fcos_loc": 0.20481594535522163, "loss_mask": 0.2711505419574678, "loss_maskiou": 0.005623956732961233, "loss_sem_seg": 0.29419044265523553, "lr": 0.01, "mask_rcnn/accuracy": 0.8754731397429101, "mask_rcnn/false_negative": 0.10168553313249007, "mask_rcnn/false_positive": 0.1611875100651229, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7435851665213704, "total_loss": 1.6569823965892283} {"data_time": 0.010011509992182255, "eta_seconds": 112604.95668278635, "iteration": 115999, "loss_fcos_cls": 0.25768668996170163, "loss_fcos_ctr": 0.6176406713202596, "loss_fcos_loc": 0.17976784036727622, "loss_mask": 0.2731242459267378, "loss_maskiou": 0.005273175149341114, "loss_sem_seg": 0.3269726191647351, "lr": 0.01, "mask_rcnn/accuracy": 0.8703962125390696, "mask_rcnn/false_negative": 0.09898049168263642, "mask_rcnn/false_positive": 0.1578136258086392, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7257827827706933, "total_loss": 1.638574939672253} {"data_time": 0.010217052884399891, "eta_seconds": 112528.85748130828, "iteration": 116019, "loss_fcos_cls": 0.25708373356610537, "loss_fcos_ctr": 0.6212148517370224, "loss_fcos_loc": 0.20147208450362086, "loss_mask": 0.27734645549207926, "loss_maskiou": 0.005168383882846683, "loss_sem_seg": 0.30897247861139476, "lr": 0.01, "mask_rcnn/accuracy": 0.8795153613393409, "mask_rcnn/false_negative": 0.09408542440785435, "mask_rcnn/false_positive": 0.1303050511675688, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.5, "time": 0.7327517932280898, "total_loss": 1.6603277576723485} {"data_time": 0.009755125269293785, "eta_seconds": 112496.01500047557, "iteration": 116039, "loss_fcos_cls": 0.25630461890250444, "loss_fcos_ctr": 0.6202322887256742, "loss_fcos_loc": 0.18877194105880335, "loss_mask": 0.2703699073754251, "loss_maskiou": 0.0053818524174857885, "loss_sem_seg": 0.2984424149617553, "lr": 0.01, "mask_rcnn/accuracy": 0.8974029031735582, "mask_rcnn/false_negative": 0.07401632718193812, "mask_rcnn/false_positive": 0.12334305885091995, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 35.0, "time": 0.7202659677714109, "total_loss": 1.658108077092038} {"data_time": 0.01052015833556652, "eta_seconds": 112490.65516213607, "iteration": 116059, "loss_fcos_cls": 0.25333211454562843, "loss_fcos_ctr": 0.6204895153641701, "loss_fcos_loc": 0.19144285493530333, "loss_mask": 0.2572889602743089, "loss_maskiou": 0.00528364861747832, "loss_sem_seg": 0.2503688898868859, "lr": 0.01, "mask_rcnn/accuracy": 0.8901057812365452, "mask_rcnn/false_negative": 0.08234005438427688, "mask_rcnn/false_positive": 0.14237635408782318, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7360724797472358, "total_loss": 1.5982657780186855} {"data_time": 0.009954264387488365, "eta_seconds": 112485.50522080902, "iteration": 116079, "loss_fcos_cls": 0.2405765475705266, "loss_fcos_ctr": 0.6187308998778462, "loss_fcos_loc": 0.19040306424722075, "loss_mask": 0.25745002645999193, "loss_maskiou": 0.004959241567121353, "loss_sem_seg": 0.3118236381560564, "lr": 0.01, "mask_rcnn/accuracy": 0.8770309463070942, "mask_rcnn/false_negative": 0.10188604958543462, "mask_rcnn/false_positive": 0.12574243982045025, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.0, "time": 0.7254237625747919, "total_loss": 1.633932114658819} {"data_time": 0.009323983453214169, "eta_seconds": 112483.21901933849, "iteration": 116099, "loss_fcos_cls": 0.2593300048611127, "loss_fcos_ctr": 0.6192437261343002, "loss_fcos_loc": 0.1911291010910645, "loss_mask": 0.25956614781171083, "loss_maskiou": 0.005366005061659962, "loss_sem_seg": 0.31754112895578146, "lr": 0.01, "mask_rcnn/accuracy": 0.8734768453752468, "mask_rcnn/false_negative": 0.10161116645330194, "mask_rcnn/false_positive": 0.16358385449750765, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.75, "time": 0.7379047079011798, "total_loss": 1.6401570030357107} {"data_time": 0.009832252748310566, "eta_seconds": 112445.52159425896, "iteration": 116119, "loss_fcos_cls": 0.2569580883719027, "loss_fcos_ctr": 0.6188828106969595, "loss_fcos_loc": 0.1859145851340145, "loss_mask": 0.274996742606163, "loss_maskiou": 0.006374587850586977, "loss_sem_seg": 0.3142809486016631, "lr": 0.01, "mask_rcnn/accuracy": 0.885890321040697, "mask_rcnn/false_negative": 0.09834727716947507, "mask_rcnn/false_positive": 0.1477577644123445, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.5, "time": 0.7276571812108159, "total_loss": 1.666265623178333} {"data_time": 0.009238531813025475, "eta_seconds": 112393.08361682575, "iteration": 116139, "loss_fcos_cls": 0.2637958189006895, "loss_fcos_ctr": 0.6227009566500783, "loss_fcos_loc": 0.20268121547996998, "loss_mask": 0.2668616734445095, "loss_maskiou": 0.005577624382567592, "loss_sem_seg": 0.2644634316675365, "lr": 0.01, "mask_rcnn/accuracy": 0.8702464567104056, "mask_rcnn/false_negative": 0.0985527220673697, "mask_rcnn/false_positive": 0.15757851046191373, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.5, "time": 0.7111114664003253, "total_loss": 1.636563791136723} {"data_time": 0.010538604110479355, "eta_seconds": 112322.46004490461, "iteration": 116159, "loss_fcos_cls": 0.25921925459988415, "loss_fcos_ctr": 0.6195333553478122, "loss_fcos_loc": 0.1950820533093065, "loss_mask": 0.2532374691218138, "loss_maskiou": 0.005425645009381697, "loss_sem_seg": 0.2875019933562726, "lr": 0.01, "mask_rcnn/accuracy": 0.8894688658570389, "mask_rcnn/false_negative": 0.09919504292554315, "mask_rcnn/false_positive": 0.12203158047435853, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.716561178676784, "total_loss": 1.6178984428333933} {"data_time": 0.009995421394705772, "eta_seconds": 112316.21438799147, "iteration": 116179, "loss_fcos_cls": 0.24040725285885856, "loss_fcos_ctr": 0.6196638392284513, "loss_fcos_loc": 0.19626292600878514, "loss_mask": 0.26827241852879524, "loss_maskiou": 0.005362021140172146, "loss_sem_seg": 0.28639642242342234, "lr": 0.01, "mask_rcnn/accuracy": 0.8786866795464212, "mask_rcnn/false_negative": 0.10374449038625515, "mask_rcnn/false_positive": 0.1273996670863286, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.75, "time": 0.7303975196555257, "total_loss": 1.6398965373737155} {"data_time": 0.01005084440112114, "eta_seconds": 112301.6108924495, "iteration": 116199, "loss_fcos_cls": 0.26916062843520194, "loss_fcos_ctr": 0.6203612582758069, "loss_fcos_loc": 0.19739959621801972, "loss_mask": 0.26907576667144895, "loss_maskiou": 0.005701762162061641, "loss_sem_seg": 0.2848928505554795, "lr": 0.01, "mask_rcnn/accuracy": 0.8791802314924745, "mask_rcnn/false_negative": 0.09501079168008189, "mask_rcnn/false_positive": 0.137679564190886, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.25, "time": 0.7297747619450092, "total_loss": 1.6375646924389002} {"data_time": 0.010222804732620716, "eta_seconds": 112287.00739690755, "iteration": 116219, "loss_fcos_cls": 0.2474447545246221, "loss_fcos_ctr": 0.6195270265452564, "loss_fcos_loc": 0.19335746194701642, "loss_mask": 0.2617662469856441, "loss_maskiou": 0.005481818778207526, "loss_sem_seg": 0.29489302751608193, "lr": 0.01, "mask_rcnn/accuracy": 0.872364214673211, "mask_rcnn/false_negative": 0.09099719055038741, "mask_rcnn/false_positive": 0.13692562214976986, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.5, "time": 0.7328172344714403, "total_loss": 1.630335550289601} {"data_time": 0.00889764167368412, "eta_seconds": 112296.43461954594, "iteration": 116239, "loss_fcos_cls": 0.2574954885058105, "loss_fcos_ctr": 0.6187070952728391, "loss_fcos_loc": 0.19445734145119786, "loss_mask": 0.2634061239659786, "loss_maskiou": 0.005521892788237892, "loss_sem_seg": 0.293088489677757, "lr": 0.01, "mask_rcnn/accuracy": 0.8869239247229885, "mask_rcnn/false_negative": 0.08843688971564095, "mask_rcnn/false_positive": 0.13685126238877232, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.5, "time": 0.7410399056971073, "total_loss": 1.6073633459309349} {"data_time": 0.010360524989664555, "eta_seconds": 112257.80040582363, "iteration": 116259, "loss_fcos_cls": 0.26106086221989244, "loss_fcos_ctr": 0.6193387396633625, "loss_fcos_loc": 0.1991678315680474, "loss_mask": 0.2602393622510135, "loss_maskiou": 0.005432133286376484, "loss_sem_seg": 0.2932865978218615, "lr": 0.01, "mask_rcnn/accuracy": 0.8892136435477487, "mask_rcnn/false_negative": 0.08555721124474386, "mask_rcnn/false_positive": 0.11385831884395611, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.75, "time": 0.7163708684965968, "total_loss": 1.6792674684693338} {"data_time": 0.00983676128089428, "eta_seconds": 112351.66055367887, "iteration": 116279, "loss_fcos_cls": 0.2610433583613485, "loss_fcos_ctr": 0.6194452457129955, "loss_fcos_loc": 0.19938737410120666, "loss_mask": 0.26347441505640745, "loss_maskiou": 0.005818835343234241, "loss_sem_seg": 0.2937453272752464, "lr": 0.01, "mask_rcnn/accuracy": 0.8775850340136054, "mask_rcnn/false_negative": 0.08701011890109109, "mask_rcnn/false_positive": 0.14669500381035272, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7462715115398169, "total_loss": 1.6461232059591566} {"data_time": 0.009765231981873512, "eta_seconds": 112337.04294638336, "iteration": 116299, "loss_fcos_cls": 0.253809581277892, "loss_fcos_ctr": 0.6200106870383024, "loss_fcos_loc": 0.20269372849725187, "loss_mask": 0.27051581535488367, "loss_maskiou": 0.0056973404171003494, "loss_sem_seg": 0.29960324941203, "lr": 0.01, "mask_rcnn/accuracy": 0.9004505935027072, "mask_rcnn/false_negative": 0.06721154470996238, "mask_rcnn/false_positive": 0.1261073108828835, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.729530880227685, "total_loss": 1.6939046583138406} {"data_time": 0.010190930217504501, "eta_seconds": 112335.83472567145, "iteration": 116319, "loss_fcos_cls": 0.25760524813085794, "loss_fcos_ctr": 0.6203751396387815, "loss_fcos_loc": 0.19517791364341974, "loss_mask": 0.2629478080198169, "loss_maskiou": 0.005882848985493183, "loss_sem_seg": 0.2795518380589783, "lr": 0.01, "mask_rcnn/accuracy": 0.8814137222053, "mask_rcnn/false_negative": 0.0818700278998913, "mask_rcnn/false_positive": 0.16579517388384832, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.5, "time": 0.7435224307700992, "total_loss": 1.6435103214862465} {"data_time": 0.00928710587322712, "eta_seconds": 112335.63307074085, "iteration": 116339, "loss_fcos_cls": 0.26225937996059656, "loss_fcos_ctr": 0.6176030430942774, "loss_fcos_loc": 0.18549896398326382, "loss_mask": 0.2631399813108146, "loss_maskiou": 0.0055361761842505075, "loss_sem_seg": 0.3013836448080838, "lr": 0.01, "mask_rcnn/accuracy": 0.8917584317719504, "mask_rcnn/false_negative": 0.08915057398850697, "mask_rcnn/false_positive": 0.13588431811103877, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7110166549682617, "total_loss": 1.6312052096036496} {"data_time": 0.010334140621125698, "eta_seconds": 112280.88115091715, "iteration": 116359, "loss_fcos_cls": 0.26454236079007387, "loss_fcos_ctr": 0.6206928566098213, "loss_fcos_loc": 0.19542498420923948, "loss_mask": 0.2688222003635019, "loss_maskiou": 0.005274114628264215, "loss_sem_seg": 0.2818723199889064, "lr": 0.01, "mask_rcnn/accuracy": 0.8913766593593959, "mask_rcnn/false_negative": 0.08666693902668453, "mask_rcnn/false_positive": 0.1314351046714215, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7157599553465843, "total_loss": 1.643973561040184} {"data_time": 0.009083285927772522, "eta_seconds": 112235.96091063693, "iteration": 116379, "loss_fcos_cls": 0.2658110416959971, "loss_fcos_ctr": 0.6181083479896188, "loss_fcos_loc": 0.19253677502274513, "loss_mask": 0.2546326881274581, "loss_maskiou": 0.005506576875632163, "loss_sem_seg": 0.26824134378694, "lr": 0.01, "mask_rcnn/accuracy": 0.8818623804165374, "mask_rcnn/false_negative": 0.08165767068218731, "mask_rcnn/false_positive": 0.14365693712662236, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.75, "time": 0.7212123647332191, "total_loss": 1.6112235021537344} {"data_time": 0.010030877776443958, "eta_seconds": 112155.5759370299, "iteration": 116399, "loss_fcos_cls": 0.28164153452962637, "loss_fcos_ctr": 0.6180496802553535, "loss_fcos_loc": 0.1906869348604232, "loss_mask": 0.27434404846280813, "loss_maskiou": 0.005846141910296865, "loss_sem_seg": 0.28988755913451314, "lr": 0.01, "mask_rcnn/accuracy": 0.8888217426445395, "mask_rcnn/false_negative": 0.08044542383566142, "mask_rcnn/false_positive": 0.15223740081104892, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7244937159121037, "total_loss": 1.6478481293670484} {"data_time": 0.01106238178908825, "eta_seconds": 112139.23487110902, "iteration": 116419, "loss_fcos_cls": 0.2623052354902029, "loss_fcos_ctr": 0.6188796143978834, "loss_fcos_loc": 0.1925641788984649, "loss_mask": 0.2596172532066703, "loss_maskiou": 0.005597382598352851, "loss_sem_seg": 0.2700721062719822, "lr": 0.01, "mask_rcnn/accuracy": 0.8848144040224786, "mask_rcnn/false_negative": 0.09130010965210927, "mask_rcnn/false_positive": 0.14702792239755413, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7146789245307446, "total_loss": 1.6069438412669115} {"data_time": 0.011009680107235909, "eta_seconds": 112118.02631909307, "iteration": 116439, "loss_fcos_cls": 0.26729716022964567, "loss_fcos_ctr": 0.6212430726736784, "loss_fcos_loc": 0.20216192142106593, "loss_mask": 0.27843597531318665, "loss_maskiou": 0.006174408557853894, "loss_sem_seg": 0.2669817206915468, "lr": 0.01, "mask_rcnn/accuracy": 0.8792793367346938, "mask_rcnn/false_negative": 0.09485962007004721, "mask_rcnn/false_positive": 0.15805789459421782, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7332532918080688, "total_loss": 1.6416347829253937} {"data_time": 0.009975887835025787, "eta_seconds": 112196.37787456438, "iteration": 116459, "loss_fcos_cls": 0.27144863503053784, "loss_fcos_ctr": 0.6205788366496563, "loss_fcos_loc": 0.19449681183323264, "loss_mask": 0.2740079425275326, "loss_maskiou": 0.00581084901932627, "loss_sem_seg": 0.29883944848552346, "lr": 0.01, "mask_rcnn/accuracy": 0.877088560805737, "mask_rcnn/false_negative": 0.0970089468865312, "mask_rcnn/false_positive": 0.15808872126146073, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7391636641696095, "total_loss": 1.668037265932071} {"data_time": 0.009183160960674286, "eta_seconds": 112193.18512096349, "iteration": 116479, "loss_fcos_cls": 0.2658495029900223, "loss_fcos_ctr": 0.6219841092824936, "loss_fcos_loc": 0.18813460296951234, "loss_mask": 0.2623644173145294, "loss_maskiou": 0.005995180923491716, "loss_sem_seg": 0.3104947810061276, "lr": 0.01, "mask_rcnn/accuracy": 0.8965086034413765, "mask_rcnn/false_negative": 0.09283482744482899, "mask_rcnn/false_positive": 0.11451020785649864, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7580559691414237, "total_loss": 1.6660176084842533} {"data_time": 0.009412447921931744, "eta_seconds": 112168.92910828907, "iteration": 116499, "loss_fcos_cls": 0.26452199276536703, "loss_fcos_ctr": 0.6226242315024137, "loss_fcos_loc": 0.2029524918179959, "loss_mask": 0.2790295975282788, "loss_maskiou": 0.005786697984149214, "loss_sem_seg": 0.28734677843749523, "lr": 0.01, "mask_rcnn/accuracy": 0.873741575022631, "mask_rcnn/false_negative": 0.11021063176000484, "mask_rcnn/false_positive": 0.1547143962084484, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7181354183703661, "total_loss": 1.6537939139670925} {"data_time": 0.009500086307525635, "eta_seconds": 112179.23428883683, "iteration": 116519, "loss_fcos_cls": 0.24955095537006855, "loss_fcos_ctr": 0.6180874034762383, "loss_fcos_loc": 0.1833093361929059, "loss_mask": 0.27335683163255453, "loss_maskiou": 0.005589497115579434, "loss_sem_seg": 0.29417683044448495, "lr": 0.01, "mask_rcnn/accuracy": 0.8941470784742468, "mask_rcnn/false_negative": 0.08576558252372386, "mask_rcnn/false_positive": 0.12085251473050981, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7310485923662782, "total_loss": 1.622320977934578} {"data_time": 0.010431979782879353, "eta_seconds": 112175.02184939105, "iteration": 116539, "loss_fcos_cls": 0.27509904105681926, "loss_fcos_ctr": 0.6219035563990474, "loss_fcos_loc": 0.20798771060071886, "loss_mask": 0.2698885966092348, "loss_maskiou": 0.005688573837687727, "loss_sem_seg": 0.30562307266518474, "lr": 0.01, "mask_rcnn/accuracy": 0.8846155445874002, "mask_rcnn/false_negative": 0.09200865162925896, "mask_rcnn/false_positive": 0.11703546067577425, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7468141801655293, "total_loss": 1.6717410334022134} {"data_time": 0.010035225190222263, "eta_seconds": 112149.99829629343, "iteration": 116559, "loss_fcos_cls": 0.26171319279819727, "loss_fcos_ctr": 0.6184664401225746, "loss_fcos_loc": 0.19805428641848266, "loss_mask": 0.2529326672665775, "loss_maskiou": 0.005022257089876803, "loss_sem_seg": 0.24804252618923783, "lr": 0.01, "mask_rcnn/accuracy": 0.8857733947237432, "mask_rcnn/false_negative": 0.10165419375482518, "mask_rcnn/false_positive": 0.13539316809459384, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.736781969666481, "total_loss": 1.6254510797080002} {"data_time": 0.010822071693837643, "eta_seconds": 112135.38030002173, "iteration": 116579, "loss_fcos_cls": 0.2528777968836948, "loss_fcos_ctr": 0.6232711621560156, "loss_fcos_loc": 0.20563610293902457, "loss_mask": 0.26788522861897945, "loss_maskiou": 0.005329024628736079, "loss_sem_seg": 0.3006774808745831, "lr": 0.01, "mask_rcnn/accuracy": 0.8791600212097932, "mask_rcnn/false_negative": 0.08650111780111616, "mask_rcnn/false_positive": 0.14708120630217042, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7295806221663952, "total_loss": 1.650648444185208} {"data_time": 0.009763087145984173, "eta_seconds": 112120.76230375003, "iteration": 116599, "loss_fcos_cls": 0.26052683184389025, "loss_fcos_ctr": 0.6190823270007968, "loss_fcos_loc": 0.1953612845391035, "loss_mask": 0.2701118546538055, "loss_maskiou": 0.006241814044187777, "loss_sem_seg": 0.31807079119607806, "lr": 0.01, "mask_rcnn/accuracy": 0.8727998923402904, "mask_rcnn/false_negative": 0.1042897905857871, "mask_rcnn/false_positive": 0.16451091901136755, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.7220125263556838, "total_loss": 1.667707812608569} {"data_time": 0.00924554094672203, "eta_seconds": 112100.19015099574, "iteration": 116619, "loss_fcos_cls": 0.26542029227130115, "loss_fcos_ctr": 0.616495308931917, "loss_fcos_loc": 0.19033384567592293, "loss_mask": 0.2642867648974061, "loss_maskiou": 0.005789970213299966, "loss_sem_seg": 0.2629249794408679, "lr": 0.01, "mask_rcnn/accuracy": 0.8851172540976688, "mask_rcnn/false_negative": 0.07285614264012091, "mask_rcnn/false_positive": 0.17653370934741397, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.5, "time": 0.7138636708259583, "total_loss": 1.6251583131306688} {"data_time": 0.008819100446999073, "eta_seconds": 112150.734177378, "iteration": 116639, "loss_fcos_cls": 0.2551895857322961, "loss_fcos_ctr": 0.622396482154727, "loss_fcos_loc": 0.19241953024175018, "loss_mask": 0.26709144143387675, "loss_maskiou": 0.005335207344614901, "loss_sem_seg": 0.2538635730743408, "lr": 0.01, "mask_rcnn/accuracy": 0.8806834425580576, "mask_rcnn/false_negative": 0.09386890866975503, "mask_rcnn/false_positive": 0.15498954954057415, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.0, "time": 0.7435628324747086, "total_loss": 1.5994057404022897} {"data_time": 0.009637666866183281, "eta_seconds": 112127.9148825286, "iteration": 116659, "loss_fcos_cls": 0.26516994647681713, "loss_fcos_ctr": 0.6210723565891385, "loss_fcos_loc": 0.19459597999230027, "loss_mask": 0.2638930194079876, "loss_maskiou": 0.004981266887625679, "loss_sem_seg": 0.29555476922541857, "lr": 0.01, "mask_rcnn/accuracy": 0.8681279599915177, "mask_rcnn/false_negative": 0.11429312616833605, "mask_rcnn/false_positive": 0.1640178847888687, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.0, "time": 0.7068296987563372, "total_loss": 1.6484939943766221} {"data_time": 0.010180441662669182, "eta_seconds": 112072.68638266716, "iteration": 116679, "loss_fcos_cls": 0.26643154420889914, "loss_fcos_ctr": 0.6188055984675884, "loss_fcos_loc": 0.1917512014042586, "loss_mask": 0.24733382184058428, "loss_maskiou": 0.00514593964908272, "loss_sem_seg": 0.2813560066279024, "lr": 0.01, "mask_rcnn/accuracy": 0.9126062925170069, "mask_rcnn/false_negative": 0.08177537990035831, "mask_rcnn/false_positive": 0.11788076445597301, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.25, "time": 0.7230842439457774, "total_loss": 1.607723536391859} {"data_time": 0.010272933170199394, "eta_seconds": 112032.78812751919, "iteration": 116699, "loss_fcos_cls": 0.2642690676730126, "loss_fcos_ctr": 0.6185512626543641, "loss_fcos_loc": 0.20867461315356195, "loss_mask": 0.27535892464220524, "loss_maskiou": 0.005567801086726831, "loss_sem_seg": 0.26603492349386215, "lr": 0.01, "mask_rcnn/accuracy": 0.8687048256802721, "mask_rcnn/false_negative": 0.11495704590816547, "mask_rcnn/false_positive": 0.16187391625553718, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 23.0, "time": 0.7153952671214938, "total_loss": 1.661621950159315} {"data_time": 0.010150939226150513, "eta_seconds": 112070.77465848252, "iteration": 116719, "loss_fcos_cls": 0.25063771358691156, "loss_fcos_ctr": 0.6191192111000419, "loss_fcos_loc": 0.20093607960734516, "loss_mask": 0.2756492132321, "loss_maskiou": 0.006439695134758949, "loss_sem_seg": 0.2710940348915756, "lr": 0.01, "mask_rcnn/accuracy": 0.8697723407544836, "mask_rcnn/false_negative": 0.09576850139284517, "mask_rcnn/false_positive": 0.17833953567987176, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.5, "time": 0.7493105577304959, "total_loss": 1.6428573440061882} {"data_time": 0.009536187164485455, "eta_seconds": 112018.43632984813, "iteration": 116739, "loss_fcos_cls": 0.26692040520720184, "loss_fcos_ctr": 0.6209451011382043, "loss_fcos_loc": 0.1991532703395933, "loss_mask": 0.26596780866384506, "loss_maskiou": 0.00536039855069248, "loss_sem_seg": 0.27105795056559145, "lr": 0.01, "mask_rcnn/accuracy": 0.8792251275510204, "mask_rcnn/false_negative": 0.0880717693287782, "mask_rcnn/false_positive": 0.1361748877585583, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7204288160428405, "total_loss": 1.6356970430715592} {"data_time": 0.010334760881960392, "eta_seconds": 111865.02324593998, "iteration": 116759, "loss_fcos_cls": 0.2619048450142145, "loss_fcos_ctr": 0.6209680596366525, "loss_fcos_loc": 0.19741487153805792, "loss_mask": 0.2732260022312403, "loss_maskiou": 0.005445736467663664, "loss_sem_seg": 0.28155208728276193, "lr": 0.01, "mask_rcnn/accuracy": 0.8769803974221269, "mask_rcnn/false_negative": 0.09998500060590515, "mask_rcnn/false_positive": 0.14839795928617305, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7025804901495576, "total_loss": 1.6469761947446386} {"data_time": 0.009552588686347008, "eta_seconds": 111855.06533595547, "iteration": 116779, "loss_fcos_cls": 0.26469326950609684, "loss_fcos_ctr": 0.6230927323922515, "loss_fcos_loc": 0.2031659153290093, "loss_mask": 0.2652232963591814, "loss_maskiou": 0.005599806820100639, "loss_sem_seg": 0.2998519337270409, "lr": 0.01, "mask_rcnn/accuracy": 0.8858869034956611, "mask_rcnn/false_negative": 0.10885940778660774, "mask_rcnn/false_positive": 0.12347022758504175, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.75, "time": 0.7333053238689899, "total_loss": 1.6556927895144327} {"data_time": 0.01003690529614687, "eta_seconds": 111818.18615008425, "iteration": 116799, "loss_fcos_cls": 0.25958875694777817, "loss_fcos_ctr": 0.6206185827031732, "loss_fcos_loc": 0.1924458221765235, "loss_mask": 0.26546207955107093, "loss_maskiou": 0.005851948786585126, "loss_sem_seg": 0.3194976728409529, "lr": 0.01, "mask_rcnn/accuracy": 0.8901141517212946, "mask_rcnn/false_negative": 0.0986766852541692, "mask_rcnn/false_positive": 0.12475643150050929, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7299740808084607, "total_loss": 1.6659679613803746} {"data_time": 0.010831269435584545, "eta_seconds": 111807.96754797734, "iteration": 116819, "loss_fcos_cls": 0.2543971980921924, "loss_fcos_ctr": 0.6180266789160669, "loss_fcos_loc": 0.1865734988823533, "loss_mask": 0.28351557161659, "loss_maskiou": 0.005358303453249391, "loss_sem_seg": 0.27347732288762927, "lr": 0.01, "mask_rcnn/accuracy": 0.8818681119339243, "mask_rcnn/false_negative": 0.10115185374982708, "mask_rcnn/false_positive": 0.14026141686328825, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.0, "time": 0.7300063110888004, "total_loss": 1.6354317329332844} {"data_time": 0.009010178968310356, "eta_seconds": 111811.26387323067, "iteration": 116839, "loss_fcos_cls": 0.2576242038048804, "loss_fcos_ctr": 0.6192651335150003, "loss_fcos_loc": 0.1980653356295079, "loss_mask": 0.2613935023546219, "loss_maskiou": 0.006042661290848628, "loss_sem_seg": 0.2853987542912364, "lr": 0.01, "mask_rcnn/accuracy": 0.886327110791211, "mask_rcnn/false_negative": 0.09458852259210196, "mask_rcnn/false_positive": 0.12765755938275988, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7307589985430241, "total_loss": 1.6280383866287593} {"data_time": 0.010409064590930939, "eta_seconds": 111815.84327422734, "iteration": 116859, "loss_fcos_cls": 0.25619680155068636, "loss_fcos_ctr": 0.6214301623404026, "loss_fcos_loc": 0.19316789647564292, "loss_mask": 0.26928235590457916, "loss_maskiou": 0.005974591818812769, "loss_sem_seg": 0.2892126003280282, "lr": 0.01, "mask_rcnn/accuracy": 0.885486477763826, "mask_rcnn/false_negative": 0.07750494095479044, "mask_rcnn/false_positive": 0.13290733536758478, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.5, "time": 0.7274459451436996, "total_loss": 1.6373993468369008} {"data_time": 0.009612235240638256, "eta_seconds": 111777.42395600118, "iteration": 116879, "loss_fcos_cls": 0.2705246675759554, "loss_fcos_ctr": 0.6224072081968188, "loss_fcos_loc": 0.20384651760105044, "loss_mask": 0.25150236021727324, "loss_maskiou": 0.004970863374182954, "loss_sem_seg": 0.28139424743130803, "lr": 0.01, "mask_rcnn/accuracy": 0.8794349962207105, "mask_rcnn/false_negative": 0.09279783683129583, "mask_rcnn/false_positive": 0.1480327224125452, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7322429912164807, "total_loss": 1.6426401882490609} {"data_time": 0.009598609991371632, "eta_seconds": 111756.80407579802, "iteration": 116899, "loss_fcos_cls": 0.2570557033177465, "loss_fcos_ctr": 0.6179132284596562, "loss_fcos_loc": 0.18780657136812806, "loss_mask": 0.26236366480588913, "loss_maskiou": 0.005156521045137197, "loss_sem_seg": 0.2702984167262912, "lr": 0.01, "mask_rcnn/accuracy": 0.893033404760587, "mask_rcnn/false_negative": 0.08867767572053811, "mask_rcnn/false_positive": 0.11287045647292046, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.75, "time": 0.7096760906279087, "total_loss": 1.5892159330214781} {"data_time": 0.009859324432909489, "eta_seconds": 111742.20498055033, "iteration": 116919, "loss_fcos_cls": 0.25284023745916784, "loss_fcos_ctr": 0.6202178285457194, "loss_fcos_loc": 0.19652452506124973, "loss_mask": 0.2549294726923108, "loss_maskiou": 0.005171376411453821, "loss_sem_seg": 0.2795499851927161, "lr": 0.01, "mask_rcnn/accuracy": 0.8838468079539508, "mask_rcnn/false_negative": 0.09263305479260203, "mask_rcnn/false_positive": 0.1409407668869221, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.5, "time": 0.7336879791691899, "total_loss": 1.5963887467914901} {"data_time": 0.010242628864943981, "eta_seconds": 111609.15636757389, "iteration": 116939, "loss_fcos_cls": 0.24380350718274713, "loss_fcos_ctr": 0.6195454010739923, "loss_fcos_loc": 0.1997311559971422, "loss_mask": 0.26262044813483953, "loss_maskiou": 0.00522270491319432, "loss_sem_seg": 0.2835044914390892, "lr": 0.01, "mask_rcnn/accuracy": 0.8946888732200955, "mask_rcnn/false_negative": 0.09669742879817676, "mask_rcnn/false_positive": 0.1409110872290269, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7216937821358442, "total_loss": 1.6584673340330482} {"data_time": 0.009477335959672928, "eta_seconds": 111701.40551690292, "iteration": 116959, "loss_fcos_cls": 0.2530879636760801, "loss_fcos_ctr": 0.6193010779097676, "loss_fcos_loc": 0.19782015611417592, "loss_mask": 0.26790187507867813, "loss_maskiou": 0.005801938445074484, "loss_sem_seg": 0.29397907643578947, "lr": 0.01, "mask_rcnn/accuracy": 0.8822581610880482, "mask_rcnn/false_negative": 0.10241563622747965, "mask_rcnn/false_positive": 0.12745214044112976, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.0, "time": 0.7499090051278472, "total_loss": 1.6284724963043118} {"data_time": 0.009774712845683098, "eta_seconds": 111560.64428001456, "iteration": 116979, "loss_fcos_cls": 0.2502709380351007, "loss_fcos_ctr": 0.6177221098914742, "loss_fcos_loc": 0.18174855399411172, "loss_mask": 0.2535316254943609, "loss_maskiou": 0.00558249706227798, "loss_sem_seg": 0.24964918475598097, "lr": 0.01, "mask_rcnn/accuracy": 0.8861369285476428, "mask_rcnn/false_negative": 0.0972524232377544, "mask_rcnn/false_positive": 0.13387160355252295, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.0, "time": 0.7122648786753416, "total_loss": 1.5845854622893967} {"data_time": 0.010316160507500172, "eta_seconds": 111488.34984773118, "iteration": 116999, "loss_fcos_cls": 0.27689308719709516, "loss_fcos_ctr": 0.6205223393626511, "loss_fcos_loc": 0.2013194523169659, "loss_mask": 0.2786493059247732, "loss_maskiou": 0.00618559232680127, "loss_sem_seg": 0.29077691794373095, "lr": 0.01, "mask_rcnn/accuracy": 0.8884907195636875, "mask_rcnn/false_negative": 0.08840493414542976, "mask_rcnn/false_positive": 0.11180603337206341, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.7114690225571394, "total_loss": 1.6675625735515496} {"data_time": 0.010755852796137333, "eta_seconds": 111473.77630248014, "iteration": 117019, "loss_fcos_cls": 0.26712244970258325, "loss_fcos_ctr": 0.6212641149759293, "loss_fcos_loc": 0.19645920139737427, "loss_mask": 0.27334429137408733, "loss_maskiou": 0.006802680651162518, "loss_sem_seg": 0.28429653821513057, "lr": 0.01, "mask_rcnn/accuracy": 0.8694220762938876, "mask_rcnn/false_negative": 0.08865238894814798, "mask_rcnn/false_positive": 0.1718555780006935, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7292986195534468, "total_loss": 1.6572315314115258} {"data_time": 0.010105223394930363, "eta_seconds": 111487.12243009452, "iteration": 117039, "loss_fcos_cls": 0.25761224748566747, "loss_fcos_ctr": 0.6201343676075339, "loss_fcos_loc": 0.18836829368956387, "loss_mask": 0.252985667437315, "loss_maskiou": 0.0048808974479470635, "loss_sem_seg": 0.28003639564849436, "lr": 0.01, "mask_rcnn/accuracy": 0.900509312116455, "mask_rcnn/false_negative": 0.09789290837362745, "mask_rcnn/false_positive": 0.10865847827219717, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.25, "time": 0.7331452276557684, "total_loss": 1.6040384584739513} {"data_time": 0.009777665138244629, "eta_seconds": 111444.62921197806, "iteration": 117059, "loss_fcos_cls": 0.2588841832475737, "loss_fcos_ctr": 0.6176038007251918, "loss_fcos_loc": 0.19292994239367545, "loss_mask": 0.26365695567801595, "loss_maskiou": 0.005156958613952156, "loss_sem_seg": 0.3020418561063707, "lr": 0.01, "mask_rcnn/accuracy": 0.8866931236057176, "mask_rcnn/false_negative": 0.09418847109668393, "mask_rcnn/false_positive": 0.1606008897615513, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7250156095251441, "total_loss": 1.65859663952142} {"data_time": 0.009843281470239162, "eta_seconds": 111416.91582529899, "iteration": 117079, "loss_fcos_cls": 0.2664676276035607, "loss_fcos_ctr": 0.6187258651480079, "loss_fcos_loc": 0.19698501308448613, "loss_mask": 0.2747666025534272, "loss_maskiou": 0.005772657226771116, "loss_sem_seg": 0.2968081491999328, "lr": 0.01, "mask_rcnn/accuracy": 0.881890412414966, "mask_rcnn/false_negative": 0.09842500927290676, "mask_rcnn/false_positive": 0.1526738736394463, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.25, "time": 0.7256585331633687, "total_loss": 1.6350161814771127} {"data_time": 0.009807566180825233, "eta_seconds": 111323.44847540371, "iteration": 117099, "loss_fcos_cls": 0.2634905867744237, "loss_fcos_ctr": 0.6230823784135282, "loss_fcos_loc": 0.19849892088677734, "loss_mask": 0.26799745485186577, "loss_maskiou": 0.00536602101783501, "loss_sem_seg": 0.3081626947969198, "lr": 0.01, "mask_rcnn/accuracy": 0.8767589352814296, "mask_rcnn/false_negative": 0.10209440530223021, "mask_rcnn/false_positive": 0.1436357518392753, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.75, "time": 0.7262765057384968, "total_loss": 1.6435902487646672} {"data_time": 0.010143355466425419, "eta_seconds": 111331.4870458087, "iteration": 117119, "loss_fcos_cls": 0.2539337226189673, "loss_fcos_ctr": 0.6194032160565257, "loss_fcos_loc": 0.18713910324731842, "loss_mask": 0.2477586129680276, "loss_maskiou": 0.004932475778332446, "loss_sem_seg": 0.32436471129767597, "lr": 0.01, "mask_rcnn/accuracy": 0.9088116496598639, "mask_rcnn/false_negative": 0.07215995463264924, "mask_rcnn/false_positive": 0.1004187092913375, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.0, "time": 0.7454764181748033, "total_loss": 1.6380841701902682} {"data_time": 0.009847254492342472, "eta_seconds": 111373.20034508687, "iteration": 117139, "loss_fcos_cls": 0.2627602913416922, "loss_fcos_ctr": 0.6202442410867661, "loss_fcos_loc": 0.20097357232589275, "loss_mask": 0.2666912814602256, "loss_maskiou": 0.006134167313575745, "loss_sem_seg": 0.29232789808884263, "lr": 0.01, "mask_rcnn/accuracy": 0.8838399398220826, "mask_rcnn/false_negative": 0.07632571321041795, "mask_rcnn/false_positive": 0.15561892087008372, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 32.75, "time": 0.7381238313391805, "total_loss": 1.6389303557079984} {"data_time": 0.009786435402929783, "eta_seconds": 111398.2533208318, "iteration": 117159, "loss_fcos_cls": 0.26796883228234947, "loss_fcos_ctr": 0.6186525095254183, "loss_fcos_loc": 0.19891242880839854, "loss_mask": 0.2655616053380072, "loss_maskiou": 0.0058527967921691015, "loss_sem_seg": 0.25951481703668833, "lr": 0.01, "mask_rcnn/accuracy": 0.8777360426929393, "mask_rcnn/false_negative": 0.09680120225040388, "mask_rcnn/false_positive": 0.14362762313204352, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.5, "time": 0.7286763358861208, "total_loss": 1.6392602872947464} {"data_time": 0.010039979591965675, "eta_seconds": 111357.1879404718, "iteration": 117179, "loss_fcos_cls": 0.2577695194631815, "loss_fcos_ctr": 0.6205274751409888, "loss_fcos_loc": 0.18818975042086095, "loss_mask": 0.25977357430383563, "loss_maskiou": 0.005764448764239205, "loss_sem_seg": 0.2917739311233163, "lr": 0.01, "mask_rcnn/accuracy": 0.8779764195548909, "mask_rcnn/false_negative": 0.09702167050366323, "mask_rcnn/false_positive": 0.12378695608465755, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.25, "time": 0.7245613262057304, "total_loss": 1.641050561585871} {"data_time": 0.009312856942415237, "eta_seconds": 111342.61439522076, "iteration": 117199, "loss_fcos_cls": 0.2577696763910353, "loss_fcos_ctr": 0.6224955497309566, "loss_fcos_loc": 0.19692399422638118, "loss_mask": 0.2766364021226764, "loss_maskiou": 0.006354688008286757, "loss_sem_seg": 0.27542437287047505, "lr": 0.01, "mask_rcnn/accuracy": 0.8756207635726045, "mask_rcnn/false_negative": 0.08648080071316028, "mask_rcnn/false_positive": 0.14212589118697436, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.75, "time": 0.7297204909846187, "total_loss": 1.6536715036199894} {"data_time": 0.010123588144779205, "eta_seconds": 111272.38389081974, "iteration": 117219, "loss_fcos_cls": 0.2612645775079727, "loss_fcos_ctr": 0.617597084492445, "loss_fcos_loc": 0.1883660852909088, "loss_mask": 0.2633028542622924, "loss_maskiou": 0.005153143414645456, "loss_sem_seg": 0.3137543073389679, "lr": 0.01, "mask_rcnn/accuracy": 0.9041977814909452, "mask_rcnn/false_negative": 0.07326189251621035, "mask_rcnn/false_positive": 0.1049780878202077, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7118764640763402, "total_loss": 1.6395997885119868} {"data_time": 0.010131529532372952, "eta_seconds": 111213.08147200476, "iteration": 117239, "loss_fcos_cls": 0.264996696729213, "loss_fcos_ctr": 0.6218371102586389, "loss_fcos_loc": 0.19743319181725383, "loss_mask": 0.2694358127191663, "loss_maskiou": 0.00580775628623087, "loss_sem_seg": 0.30229084682650864, "lr": 0.01, "mask_rcnn/accuracy": 0.8815693837058634, "mask_rcnn/false_negative": 0.08324079915472787, "mask_rcnn/false_positive": 0.13242388679206435, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.0, "time": 0.7218544101342559, "total_loss": 1.670347045190283} {"data_time": 0.010030374862253666, "eta_seconds": 111203.51664519776, "iteration": 117259, "loss_fcos_cls": 0.26473502116277814, "loss_fcos_ctr": 0.6197012728080153, "loss_fcos_loc": 0.20186340413056314, "loss_mask": 0.2857685899361968, "loss_maskiou": 0.006821038732596207, "loss_sem_seg": 0.30180543987080455, "lr": 0.01, "mask_rcnn/accuracy": 0.8795586932030196, "mask_rcnn/false_negative": 0.09569561484591949, "mask_rcnn/false_positive": 0.1475781858306276, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.75, "time": 0.7238902002573013, "total_loss": 1.657562636275543} {"data_time": 0.009142767637968063, "eta_seconds": 111098.33896896522, "iteration": 117279, "loss_fcos_cls": 0.2560233096592128, "loss_fcos_ctr": 0.618072138633579, "loss_fcos_loc": 0.19317505159415305, "loss_mask": 0.26025162637233734, "loss_maskiou": 0.00545304599654628, "loss_sem_seg": 0.29287392646074295, "lr": 0.01, "mask_rcnn/accuracy": 0.8847491557950742, "mask_rcnn/false_negative": 0.10559843722434034, "mask_rcnn/false_positive": 0.1378519744337646, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7263414515182376, "total_loss": 1.6457545262310305} {"data_time": 0.010033347643911839, "eta_seconds": 110993.43048780318, "iteration": 117299, "loss_fcos_cls": 0.25714938587043434, "loss_fcos_ctr": 0.6246117046102881, "loss_fcos_loc": 0.20005503436550498, "loss_mask": 0.263759802095592, "loss_maskiou": 0.005220258855842985, "loss_sem_seg": 0.2879315111786127, "lr": 0.01, "mask_rcnn/accuracy": 0.86965157858015, "mask_rcnn/false_negative": 0.09881349908672749, "mask_rcnn/false_positive": 0.14305674089477827, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.75, "time": 0.7064554989337921, "total_loss": 1.65440179372672} {"data_time": 0.010456196032464504, "eta_seconds": 110901.55042831972, "iteration": 117319, "loss_fcos_cls": 0.2394314636476338, "loss_fcos_ctr": 0.6204077983275056, "loss_fcos_loc": 0.18901883519720286, "loss_mask": 0.2646552426740527, "loss_maskiou": 0.005264529354462866, "loss_sem_seg": 0.29579642275348306, "lr": 0.01, "mask_rcnn/accuracy": 0.8920497720364742, "mask_rcnn/false_negative": 0.09354098818517004, "mask_rcnn/false_positive": 0.12851876876659085, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 36.5, "time": 0.7268261089920998, "total_loss": 1.6256692899260088} {"data_time": 0.0096181845292449, "eta_seconds": 110892.48847470805, "iteration": 117339, "loss_fcos_cls": 0.23919135564938188, "loss_fcos_ctr": 0.6177688920870423, "loss_fcos_loc": 0.18760484654922038, "loss_mask": 0.2501187436282635, "loss_maskiou": 0.004828213612199761, "loss_sem_seg": 0.2970491857267916, "lr": 0.01, "mask_rcnn/accuracy": 0.8880765811569383, "mask_rcnn/false_negative": 0.09977359707955606, "mask_rcnn/false_positive": 0.13448179848038655, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.5, "time": 0.7150154570117593, "total_loss": 1.625495819724165} {"data_time": 0.010158714838325977, "eta_seconds": 110877.96053522453, "iteration": 117359, "loss_fcos_cls": 0.2482999807689339, "loss_fcos_ctr": 0.6185837546363473, "loss_fcos_loc": 0.1966227056691423, "loss_mask": 0.2650314960628748, "loss_maskiou": 0.005659590286086313, "loss_sem_seg": 0.31008642073720694, "lr": 0.01, "mask_rcnn/accuracy": 0.875141723356009, "mask_rcnn/false_negative": 0.09386634204959894, "mask_rcnn/false_positive": 0.14527702113499674, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7151312716305256, "total_loss": 1.6319992713542888} {"data_time": 0.010630606673657894, "eta_seconds": 110935.2810687488, "iteration": 117379, "loss_fcos_cls": 0.27207600499968976, "loss_fcos_ctr": 0.6244275094941258, "loss_fcos_loc": 0.20723554852884263, "loss_mask": 0.2743794987909496, "loss_maskiou": 0.006185800673847552, "loss_sem_seg": 0.28788806730881333, "lr": 0.01, "mask_rcnn/accuracy": 0.8774869178440607, "mask_rcnn/false_negative": 0.0923400709907789, "mask_rcnn/false_positive": 0.14773949008886966, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 31.5, "time": 0.7274303175508976, "total_loss": 1.6708495657658204} {"data_time": 0.010622398927807808, "eta_seconds": 110898.5693229977, "iteration": 117399, "loss_fcos_cls": 0.26325433840975165, "loss_fcos_ctr": 0.6215496584773064, "loss_fcos_loc": 0.19699863507412374, "loss_mask": 0.2699695471674204, "loss_maskiou": 0.005623868812108412, "loss_sem_seg": 0.2981947879306972, "lr": 0.01, "mask_rcnn/accuracy": 0.8846603829207167, "mask_rcnn/false_negative": 0.1007495248829057, "mask_rcnn/false_positive": 0.12690670253616385, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.5, "time": 0.7243553567677736, "total_loss": 1.6727296906465199} {"data_time": 0.009817933663725853, "eta_seconds": 110975.65124372765, "iteration": 117419, "loss_fcos_cls": 0.2566751791164279, "loss_fcos_ctr": 0.6209576623514295, "loss_fcos_loc": 0.20466410368680954, "loss_mask": 0.2735387864522636, "loss_maskiou": 0.005631324049318209, "loss_sem_seg": 0.30958649376407266, "lr": 0.01, "mask_rcnn/accuracy": 0.8784632979131501, "mask_rcnn/false_negative": 0.10985493872319471, "mask_rcnn/false_positive": 0.1441273607349336, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 37.5, "time": 0.7260717879980803, "total_loss": 1.7050759636695147} {"data_time": 0.009088847786188126, "eta_seconds": 110857.37800343614, "iteration": 117439, "loss_fcos_cls": 0.2727180998772383, "loss_fcos_ctr": 0.6228249701671302, "loss_fcos_loc": 0.20213115739170462, "loss_mask": 0.26612463966012, "loss_maskiou": 0.005213931159232743, "loss_sem_seg": 0.3335562669672072, "lr": 0.01, "mask_rcnn/accuracy": 0.8890058575183954, "mask_rcnn/false_negative": 0.08254214681547309, "mask_rcnn/false_positive": 0.13868376296602905, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7245786003768444, "total_loss": 1.671879808025551} {"data_time": 0.01038890890777111, "eta_seconds": 110842.84514405485, "iteration": 117459, "loss_fcos_cls": 0.2524465164169669, "loss_fcos_ctr": 0.6198123190551996, "loss_fcos_loc": 0.18945083837024868, "loss_mask": 0.2655340414494276, "loss_maskiou": 0.00570075168798212, "loss_sem_seg": 0.2723252661526203, "lr": 0.01, "mask_rcnn/accuracy": 0.8931791466586635, "mask_rcnn/false_negative": 0.09392503595604285, "mask_rcnn/false_positive": 0.1163599945387957, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.0, "time": 0.728164647705853, "total_loss": 1.6312399634080066} {"data_time": 0.010541079565882683, "eta_seconds": 110680.00264690537, "iteration": 117479, "loss_fcos_cls": 0.2546383994631469, "loss_fcos_ctr": 0.6166748739778996, "loss_fcos_loc": 0.19427470536902547, "loss_mask": 0.2750119287520647, "loss_maskiou": 0.006012310244841501, "loss_sem_seg": 0.2903217445127666, "lr": 0.01, "mask_rcnn/accuracy": 0.8747213691301764, "mask_rcnn/false_negative": 0.09795485043511137, "mask_rcnn/false_positive": 0.13582986860229504, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.25, "time": 0.7055674148723483, "total_loss": 1.6256623396766372} {"data_time": 0.010464105755090714, "eta_seconds": 110750.83349249512, "iteration": 117499, "loss_fcos_cls": 0.26264444203116, "loss_fcos_ctr": 0.6197687219828367, "loss_fcos_loc": 0.19309609616175294, "loss_mask": 0.2767969984561205, "loss_maskiou": 0.005961271876003593, "loss_sem_seg": 0.28952164156362414, "lr": 0.01, "mask_rcnn/accuracy": 0.8812059121678228, "mask_rcnn/false_negative": 0.09491020266986125, "mask_rcnn/false_positive": 0.14604476944329814, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 40.25, "time": 0.7304385751485825, "total_loss": 1.6441054551542038} {"data_time": 0.01054004579782486, "eta_seconds": 110684.89396268316, "iteration": 117519, "loss_fcos_cls": 0.26910291402600706, "loss_fcos_ctr": 0.6176146846264601, "loss_fcos_loc": 0.19770802895072848, "loss_mask": 0.25799164548516273, "loss_maskiou": 0.005157090548891574, "loss_sem_seg": 0.3105412609875202, "lr": 0.01, "mask_rcnn/accuracy": 0.8726929795128884, "mask_rcnn/false_negative": 0.09250131050374213, "mask_rcnn/false_positive": 0.14492194441848502, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.7243582727387547, "total_loss": 1.6347796394547913} {"data_time": 0.010115726850926876, "eta_seconds": 110534.57139970921, "iteration": 117539, "loss_fcos_cls": 0.24087802483700216, "loss_fcos_ctr": 0.6206929069012403, "loss_fcos_loc": 0.19830708671361208, "loss_mask": 0.26053164806216955, "loss_maskiou": 0.005200360683375038, "loss_sem_seg": 0.31658486369997263, "lr": 0.01, "mask_rcnn/accuracy": 0.8925787576935535, "mask_rcnn/false_negative": 0.07900311137523636, "mask_rcnn/false_positive": 0.14278649582479847, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.25, "time": 0.7186931977048516, "total_loss": 1.642963374924875} {"data_time": 0.010353341698646545, "eta_seconds": 110485.62631156575, "iteration": 117559, "loss_fcos_cls": 0.25974763999693096, "loss_fcos_ctr": 0.6207105834037066, "loss_fcos_loc": 0.19483507401309907, "loss_mask": 0.2842159615829587, "loss_maskiou": 0.0067726658744504675, "loss_sem_seg": 0.2781399521045387, "lr": 0.01, "mask_rcnn/accuracy": 0.8685253787276869, "mask_rcnn/false_negative": 0.08841400798708714, "mask_rcnn/false_positive": 0.16103562361678642, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.5, "time": 0.7194288950413465, "total_loss": 1.640569488190522} {"data_time": 0.010572819039225578, "eta_seconds": 110379.04409407731, "iteration": 117579, "loss_fcos_cls": 0.2593290414661169, "loss_fcos_ctr": 0.6213654652237892, "loss_fcos_loc": 0.19271851424127817, "loss_mask": 0.26389888674020767, "loss_maskiou": 0.0061373474964057095, "loss_sem_seg": 0.2637702110223472, "lr": 0.01, "mask_rcnn/accuracy": 0.9071346637613378, "mask_rcnn/false_negative": 0.08004732581982389, "mask_rcnn/false_positive": 0.11488864373668417, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.25, "time": 0.7186566852033138, "total_loss": 1.6135897272833972} {"data_time": 0.009178687818348408, "eta_seconds": 110300.43620890193, "iteration": 117599, "loss_fcos_cls": 0.2672842328902334, "loss_fcos_ctr": 0.6191668678075075, "loss_fcos_loc": 0.19101311097620055, "loss_mask": 0.261435363907367, "loss_maskiou": 0.005499336803040933, "loss_sem_seg": 0.31001586373895407, "lr": 0.01, "mask_rcnn/accuracy": 0.9085642779839209, "mask_rcnn/false_negative": 0.093206947582479, "mask_rcnn/false_positive": 0.10686071807142156, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.5, "time": 0.7150994166731834, "total_loss": 1.6273179876989161} {"data_time": 0.009547339752316475, "eta_seconds": 110292.6898379391, "iteration": 117619, "loss_fcos_cls": 0.24351818300783634, "loss_fcos_ctr": 0.6188746793195605, "loss_fcos_loc": 0.19503447943134233, "loss_mask": 0.26253005024045706, "loss_maskiou": 0.005679331734427251, "loss_sem_seg": 0.28829419147223234, "lr": 0.01, "mask_rcnn/accuracy": 0.8987894070671747, "mask_rcnn/false_negative": 0.08718838340822874, "mask_rcnn/false_positive": 0.14368399368594764, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.75, "time": 0.7105182176455855, "total_loss": 1.6088193794057588} {"data_time": 0.010015108622610569, "eta_seconds": 110243.4834425496, "iteration": 117639, "loss_fcos_cls": 0.2487334292382002, "loss_fcos_ctr": 0.6163956793025136, "loss_fcos_loc": 0.18824249261524528, "loss_mask": 0.2646521348506212, "loss_maskiou": 0.005929850667598657, "loss_sem_seg": 0.26011418271809816, "lr": 0.01, "mask_rcnn/accuracy": 0.8894226521777542, "mask_rcnn/false_negative": 0.08702574980677577, "mask_rcnn/false_positive": 0.14599547731000614, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.25, "time": 0.732062173075974, "total_loss": 1.5795719835150521} {"data_time": 0.010110067203640938, "eta_seconds": 110211.598477141, "iteration": 117659, "loss_fcos_cls": 0.2577208015136421, "loss_fcos_ctr": 0.6195084000937641, "loss_fcos_loc": 0.19012985366862267, "loss_mask": 0.2634066268801689, "loss_maskiou": 0.005380754588259151, "loss_sem_seg": 0.2808287413790822, "lr": 0.01, "mask_rcnn/accuracy": 0.8967332947209496, "mask_rcnn/false_negative": 0.079674693816491, "mask_rcnn/false_positive": 0.15684488160807603, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 39.5, "time": 0.719243798404932, "total_loss": 1.6215515223302646} {"data_time": 0.009329104796051979, "eta_seconds": 110187.59202252142, "iteration": 117679, "loss_fcos_cls": 0.2577874700073153, "loss_fcos_ctr": 0.6185301681980491, "loss_fcos_loc": 0.19377994490787387, "loss_mask": 0.2634548107162118, "loss_maskiou": 0.005567965268710395, "loss_sem_seg": 0.3014137353748083, "lr": 0.01, "mask_rcnn/accuracy": 0.8795257067514004, "mask_rcnn/false_negative": 0.08449239647687376, "mask_rcnn/false_positive": 0.13850931222063284, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 39.5, "time": 0.7207126142457128, "total_loss": 1.6318627759537776} {"data_time": 0.010056830942630768, "eta_seconds": 110234.78619386908, "iteration": 117699, "loss_fcos_cls": 0.26114121911814436, "loss_fcos_ctr": 0.6223148035351187, "loss_fcos_loc": 0.1986140280496329, "loss_mask": 0.27870554756373167, "loss_maskiou": 0.005468267423566431, "loss_sem_seg": 0.32939759781584144, "lr": 0.01, "mask_rcnn/accuracy": 0.8828302154195011, "mask_rcnn/false_negative": 0.10730263572874901, "mask_rcnn/false_positive": 0.13109758426420973, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7381976442411542, "total_loss": 1.6781440354170627} {"data_time": 0.010006893426179886, "eta_seconds": 110142.7617542781, "iteration": 117719, "loss_fcos_cls": 0.2575133715290576, "loss_fcos_ctr": 0.6167160691693425, "loss_fcos_loc": 0.19241978286299855, "loss_mask": 0.26232541911303997, "loss_maskiou": 0.004749958199681714, "loss_sem_seg": 0.25915842736139894, "lr": 0.01, "mask_rcnn/accuracy": 0.8939812203969157, "mask_rcnn/false_negative": 0.0757501130947198, "mask_rcnn/false_positive": 0.13428805639901786, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.75, "time": 0.7210547840222716, "total_loss": 1.6058530478767352} {"data_time": 0.010721948929131031, "eta_seconds": 110144.18858162127, "iteration": 117739, "loss_fcos_cls": 0.23526656883768737, "loss_fcos_ctr": 0.6186001636087894, "loss_fcos_loc": 0.1934917395701632, "loss_mask": 0.25941307563334703, "loss_maskiou": 0.005370531071093865, "loss_sem_seg": 0.26319367764517665, "lr": 0.01, "mask_rcnn/accuracy": 0.8861144701387048, "mask_rcnn/false_negative": 0.08843236451097297, "mask_rcnn/false_positive": 0.12201922600779505, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.25, "time": 0.7331794276833534, "total_loss": 1.5959981942651211} {"data_time": 0.009118159301578999, "eta_seconds": 110191.35846081655, "iteration": 117759, "loss_fcos_cls": 0.23585584678221494, "loss_fcos_ctr": 0.6190076200291514, "loss_fcos_loc": 0.1885868435492739, "loss_mask": 0.2701316885650158, "loss_maskiou": 0.005567207270360086, "loss_sem_seg": 0.30352393817156553, "lr": 0.01, "mask_rcnn/accuracy": 0.8809376181027967, "mask_rcnn/false_negative": 0.07953645059977496, "mask_rcnn/false_positive": 0.16719198553915915, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.5, "time": 0.7121329065412283, "total_loss": 1.6652881448317203} {"data_time": 0.009076415561139584, "eta_seconds": 110176.88254979905, "iteration": 117779, "loss_fcos_cls": 0.24852644698694348, "loss_fcos_ctr": 0.62284793285653, "loss_fcos_loc": 0.20630847197026014, "loss_mask": 0.2654759334400296, "loss_maskiou": 0.005549748821067624, "loss_sem_seg": 0.2756691765971482, "lr": 0.01, "mask_rcnn/accuracy": 0.8865286801296874, "mask_rcnn/false_negative": 0.10085988761340572, "mask_rcnn/false_positive": 0.125011867934265, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.25, "time": 0.7313597584143281, "total_loss": 1.645641802024329} {"data_time": 0.009778999723494053, "eta_seconds": 110162.40663878154, "iteration": 117799, "loss_fcos_cls": 0.2566009428119287, "loss_fcos_ctr": 0.6197017906233668, "loss_fcos_loc": 0.2011703880270943, "loss_mask": 0.26218466041609645, "loss_maskiou": 0.005503638622030849, "loss_sem_seg": 0.2826628815382719, "lr": 0.01, "mask_rcnn/accuracy": 0.8890604318650537, "mask_rcnn/false_negative": 0.08547622049983603, "mask_rcnn/false_positive": 0.14780699059130192, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 25.25, "time": 0.7332505285739899, "total_loss": 1.62749715667087} {"data_time": 0.009985348209738731, "eta_seconds": 110205.24277678784, "iteration": 117819, "loss_fcos_cls": 0.25503526313696057, "loss_fcos_ctr": 0.6203130604699254, "loss_fcos_loc": 0.19220530474558473, "loss_mask": 0.26874549128115177, "loss_maskiou": 0.006205758792930283, "loss_sem_seg": 0.3186254622414708, "lr": 0.01, "mask_rcnn/accuracy": 0.8959723204153682, "mask_rcnn/false_negative": 0.09430218816617636, "mask_rcnn/false_positive": 0.11951421442346946, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.5, "time": 0.734738452360034, "total_loss": 1.6629093398150872} {"data_time": 0.00964548159390688, "eta_seconds": 110098.76992210466, "iteration": 117839, "loss_fcos_cls": 0.25112739694304764, "loss_fcos_ctr": 0.6185571821406484, "loss_fcos_loc": 0.1943257856182754, "loss_mask": 0.2560258717276156, "loss_maskiou": 0.0051533773803384975, "loss_sem_seg": 0.2724416274577379, "lr": 0.01, "mask_rcnn/accuracy": 0.8745366971390678, "mask_rcnn/false_negative": 0.09468266990784127, "mask_rcnn/false_positive": 0.13878645949593174, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 31.25, "time": 0.7088077170774341, "total_loss": 1.6073177823782316} {"data_time": 0.01065735425800085, "eta_seconds": 110108.14765927661, "iteration": 117859, "loss_fcos_cls": 0.24446191545575857, "loss_fcos_ctr": 0.6180771342478693, "loss_fcos_loc": 0.19766378117492422, "loss_mask": 0.26463926304131746, "loss_maskiou": 0.005583074056630721, "loss_sem_seg": 0.28299914905801415, "lr": 0.01, "mask_rcnn/accuracy": 0.8972495688416211, "mask_rcnn/false_negative": 0.0709975223732569, "mask_rcnn/false_positive": 0.13977601742428886, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.75, "time": 0.7408860512077808, "total_loss": 1.6352254742014338} {"data_time": 0.01062511932104826, "eta_seconds": 110069.82721801568, "iteration": 117879, "loss_fcos_cls": 0.25730267260223627, "loss_fcos_ctr": 0.619649013504386, "loss_fcos_loc": 0.1991438427940011, "loss_mask": 0.27462101355195045, "loss_maskiou": 0.005695898609701544, "loss_sem_seg": 0.29120575170964, "lr": 0.01, "mask_rcnn/accuracy": 0.8813628552746856, "mask_rcnn/false_negative": 0.09319219833602055, "mask_rcnn/false_positive": 0.13691570538070358, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.7247881134971976, "total_loss": 1.6264332896244014} {"data_time": 0.010205354541540146, "eta_seconds": 110215.16406130698, "iteration": 117899, "loss_fcos_cls": 0.25458515575155616, "loss_fcos_ctr": 0.6196056259796023, "loss_fcos_loc": 0.19084188982378691, "loss_mask": 0.26941956859081984, "loss_maskiou": 0.005443480215035379, "loss_sem_seg": 0.30098077841103077, "lr": 0.01, "mask_rcnn/accuracy": 0.8799237436910248, "mask_rcnn/false_negative": 0.09628606387929059, "mask_rcnn/false_positive": 0.1416072764686485, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7407382102683187, "total_loss": 1.6663749467406888} {"data_time": 0.010254323482513428, "eta_seconds": 110142.74917877745, "iteration": 117919, "loss_fcos_cls": 0.27144747017882764, "loss_fcos_ctr": 0.6183966733515263, "loss_fcos_loc": 0.19353307643905282, "loss_mask": 0.26102953776717186, "loss_maskiou": 0.005380070717365015, "loss_sem_seg": 0.32690390571951866, "lr": 0.01, "mask_rcnn/accuracy": 0.8952173818245246, "mask_rcnn/false_negative": 0.09264768612257507, "mask_rcnn/false_positive": 0.14564400350725393, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.5, "time": 0.7254716381430626, "total_loss": 1.6641279100549582} {"data_time": 0.010440420359373093, "eta_seconds": 110186.17933035549, "iteration": 117939, "loss_fcos_cls": 0.2631945349276066, "loss_fcos_ctr": 0.6210025046020746, "loss_fcos_loc": 0.20264256140217185, "loss_mask": 0.26686274353414774, "loss_maskiou": 0.005816721321025398, "loss_sem_seg": 0.2925772904418409, "lr": 0.01, "mask_rcnn/accuracy": 0.8697874787813813, "mask_rcnn/false_negative": 0.10205237560013775, "mask_rcnn/false_positive": 0.16939775927553113, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7289805384352803, "total_loss": 1.647272552800132} {"data_time": 0.00992242619395256, "eta_seconds": 110191.64126793668, "iteration": 117959, "loss_fcos_cls": 0.26863988395780325, "loss_fcos_ctr": 0.6207291707396507, "loss_fcos_loc": 0.19687058310955763, "loss_mask": 0.2675948590040207, "loss_maskiou": 0.005766007525380701, "loss_sem_seg": 0.31748295156285167, "lr": 0.01, "mask_rcnn/accuracy": 0.8885306044844843, "mask_rcnn/false_negative": 0.08875550685734605, "mask_rcnn/false_positive": 0.1427331313895756, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.0, "time": 0.7368603255599737, "total_loss": 1.6812212665900006} {"data_time": 0.010041255503892899, "eta_seconds": 110198.20624865312, "iteration": 117979, "loss_fcos_cls": 0.2515040807193145, "loss_fcos_ctr": 0.6213296665810049, "loss_fcos_loc": 0.19818093674257398, "loss_mask": 0.27382462192326784, "loss_maskiou": 0.005610794272797648, "loss_sem_seg": 0.28438652865588665, "lr": 0.01, "mask_rcnn/accuracy": 0.8818768895407602, "mask_rcnn/false_negative": 0.08327582103385246, "mask_rcnn/false_positive": 0.16066246275222448, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 34.75, "time": 0.7242097295820713, "total_loss": 1.6301995027606608} {"data_time": 0.009403642266988754, "eta_seconds": 110216.09687377699, "iteration": 117999, "loss_fcos_cls": 0.26351144071668386, "loss_fcos_ctr": 0.6210753684863448, "loss_fcos_loc": 0.19736444880254567, "loss_mask": 0.26784297823905945, "loss_maskiou": 0.005643025207973551, "loss_sem_seg": 0.33521270705386996, "lr": 0.01, "mask_rcnn/accuracy": 0.8913438577485788, "mask_rcnn/false_negative": 0.09271024431823979, "mask_rcnn/false_positive": 0.12963583880311516, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.0, "time": 0.7409698255360126, "total_loss": 1.6994583791674813} {"data_time": 0.011275284923613071, "eta_seconds": 110227.05962970667, "iteration": 118019, "loss_fcos_cls": 0.26010832004249096, "loss_fcos_ctr": 0.6192440544255078, "loss_fcos_loc": 0.19393922807648778, "loss_mask": 0.2795076025649905, "loss_maskiou": 0.0061223803932080045, "loss_sem_seg": 0.2957174116745591, "lr": 0.01, "mask_rcnn/accuracy": 0.871273109961064, "mask_rcnn/false_negative": 0.1010145695877936, "mask_rcnn/false_positive": 0.14315398567710902, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.5, "time": 0.7355340169742703, "total_loss": 1.682740599094359} {"data_time": 0.010119051672518253, "eta_seconds": 110212.55425605737, "iteration": 118039, "loss_fcos_cls": 0.26264760131016374, "loss_fcos_ctr": 0.62248903978616, "loss_fcos_loc": 0.20092390989884734, "loss_mask": 0.2682605693116784, "loss_maskiou": 0.005386204284150153, "loss_sem_seg": 0.29345153365284204, "lr": 0.01, "mask_rcnn/accuracy": 0.8918969953259932, "mask_rcnn/false_negative": 0.08327027964201031, "mask_rcnn/false_positive": 0.11961251821595145, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7260443614795804, "total_loss": 1.6533492883318104} {"data_time": 0.010014000348746777, "eta_seconds": 110140.21520465333, "iteration": 118059, "loss_fcos_cls": 0.245315830106847, "loss_fcos_ctr": 0.6177031928673387, "loss_fcos_loc": 0.19342825037892908, "loss_mask": 0.268797785975039, "loss_maskiou": 0.0057789617640082724, "loss_sem_seg": 0.27364535443484783, "lr": 0.01, "mask_rcnn/accuracy": 0.8897246252130828, "mask_rcnn/false_negative": 0.08579890485212263, "mask_rcnn/false_positive": 0.14395069607918465, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.25, "time": 0.7102603325620294, "total_loss": 1.5989749495929573} {"data_time": 0.00995677150785923, "eta_seconds": 110114.01331824716, "iteration": 118079, "loss_fcos_cls": 0.2645093167666346, "loss_fcos_ctr": 0.6214826134964824, "loss_fcos_loc": 0.2020699803251773, "loss_mask": 0.26958664786070585, "loss_maskiou": 0.005550852307351306, "loss_sem_seg": 0.3069612612016499, "lr": 0.01, "mask_rcnn/accuracy": 0.8745853738462379, "mask_rcnn/false_negative": 0.10286201923961064, "mask_rcnn/false_positive": 0.1437535256893141, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.25, "time": 0.720810909755528, "total_loss": 1.71161752192711} {"data_time": 0.00994583498686552, "eta_seconds": 110143.58676076867, "iteration": 118099, "loss_fcos_cls": 0.24963682983070612, "loss_fcos_ctr": 0.6193655282258987, "loss_fcos_loc": 0.1896804278367199, "loss_mask": 0.26796205108985305, "loss_maskiou": 0.00555326855101157, "loss_sem_seg": 0.29885875433683395, "lr": 0.01, "mask_rcnn/accuracy": 0.8751348636259015, "mask_rcnn/false_negative": 0.09817926373715075, "mask_rcnn/false_positive": 0.14763250646880116, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7300143763422966, "total_loss": 1.6617436339292908} {"data_time": 0.009431233629584312, "eta_seconds": 109940.70262959134, "iteration": 118119, "loss_fcos_cls": 0.2508823007228784, "loss_fcos_ctr": 0.6179112903773785, "loss_fcos_loc": 0.1925773274851963, "loss_mask": 0.2675362448208034, "loss_maskiou": 0.005528665482415818, "loss_sem_seg": 0.3330016266554594, "lr": 0.01, "mask_rcnn/accuracy": 0.8857860331632653, "mask_rcnn/false_negative": 0.11666724516005268, "mask_rcnn/false_positive": 0.14138758721232947, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.0, "time": 0.7110799634829164, "total_loss": 1.6723558909870917} {"data_time": 0.010073783807456493, "eta_seconds": 109905.50483883638, "iteration": 118139, "loss_fcos_cls": 0.2693086895160377, "loss_fcos_ctr": 0.6214376632124186, "loss_fcos_loc": 0.20212913467548788, "loss_mask": 0.27384357526898384, "loss_maskiou": 0.005733290963689797, "loss_sem_seg": 0.2817641915753484, "lr": 0.01, "mask_rcnn/accuracy": 0.8740788229627515, "mask_rcnn/false_negative": 0.11316900654858164, "mask_rcnn/false_positive": 0.13833036613714866, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.0, "time": 0.72903545293957, "total_loss": 1.6730486918095266} {"data_time": 0.009838160127401352, "eta_seconds": 109862.06021168362, "iteration": 118159, "loss_fcos_cls": 0.24953168211504817, "loss_fcos_ctr": 0.6189918615855277, "loss_fcos_loc": 0.19499956932850182, "loss_mask": 0.26707108225673437, "loss_maskiou": 0.006040454965841491, "loss_sem_seg": 0.26572243589907885, "lr": 0.01, "mask_rcnn/accuracy": 0.8754799829339401, "mask_rcnn/false_negative": 0.10839184429375254, "mask_rcnn/false_positive": 0.14475907380415567, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.75, "time": 0.7262628776952624, "total_loss": 1.609439800871769} {"data_time": 0.009643465280532837, "eta_seconds": 109864.68453838862, "iteration": 118179, "loss_fcos_cls": 0.2530434501823038, "loss_fcos_ctr": 0.6194356167688966, "loss_fcos_loc": 0.19289096782449633, "loss_mask": 0.26927000284194946, "loss_maskiou": 0.005394885403802618, "loss_sem_seg": 0.2900286354124546, "lr": 0.01, "mask_rcnn/accuracy": 0.8900140169704245, "mask_rcnn/false_negative": 0.10294270876955491, "mask_rcnn/false_positive": 0.13148788313529736, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.25, "time": 0.72738834656775, "total_loss": 1.6096107007251703} {"data_time": 0.010947318747639656, "eta_seconds": 109850.21161507256, "iteration": 118199, "loss_fcos_cls": 0.2643019531387836, "loss_fcos_ctr": 0.6213251845911145, "loss_fcos_loc": 0.20819097058847547, "loss_mask": 0.2809678902849555, "loss_maskiou": 0.006463882033131085, "loss_sem_seg": 0.34482754790224135, "lr": 0.01, "mask_rcnn/accuracy": 0.8786825213956551, "mask_rcnn/false_negative": 0.08880031912722644, "mask_rcnn/false_positive": 0.15303521023725686, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7276304066181183, "total_loss": 1.7014403578723432} {"data_time": 0.010866943746805191, "eta_seconds": 109988.55204732995, "iteration": 118219, "loss_fcos_cls": 0.2515066375490278, "loss_fcos_ctr": 0.6201875854749233, "loss_fcos_loc": 0.19917690311558545, "loss_mask": 0.2587426989339292, "loss_maskiou": 0.005460877102450468, "loss_sem_seg": 0.2786008333787322, "lr": 0.01, "mask_rcnn/accuracy": 0.8967780012924476, "mask_rcnn/false_negative": 0.1033052489595516, "mask_rcnn/false_positive": 0.11013780471921811, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.748741946183145, "total_loss": 1.630372955391067} {"data_time": 0.010824238881468773, "eta_seconds": 109974.05898798164, "iteration": 118239, "loss_fcos_cls": 0.253956759814173, "loss_fcos_ctr": 0.6214037127792835, "loss_fcos_loc": 0.1900747201871127, "loss_mask": 0.2700232323259115, "loss_maskiou": 0.0053657818207284436, "loss_sem_seg": 0.2830243557691574, "lr": 0.01, "mask_rcnn/accuracy": 0.8749509637946695, "mask_rcnn/false_negative": 0.10717568772296018, "mask_rcnn/false_positive": 0.1479538773413649, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.25, "time": 0.71585922408849, "total_loss": 1.638392162276432} {"data_time": 0.009436828084290028, "eta_seconds": 110002.23433888238, "iteration": 118259, "loss_fcos_cls": 0.251955087762326, "loss_fcos_ctr": 0.6205255510285497, "loss_fcos_loc": 0.19985059322789311, "loss_mask": 0.28042189311236143, "loss_maskiou": 0.006164781327242963, "loss_sem_seg": 0.284225114621222, "lr": 0.01, "mask_rcnn/accuracy": 0.8685442198646425, "mask_rcnn/false_negative": 0.10216904071170649, "mask_rcnn/false_positive": 0.1572635801569332, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7416583569720387, "total_loss": 1.6247456348792184} {"data_time": 0.011164148338139057, "eta_seconds": 110038.48977226578, "iteration": 118279, "loss_fcos_cls": 0.2591401832178235, "loss_fcos_ctr": 0.6212132037617266, "loss_fcos_loc": 0.19401023839600384, "loss_mask": 0.2590628955513239, "loss_maskiou": 0.006051454918633681, "loss_sem_seg": 0.27851427253335714, "lr": 0.01, "mask_rcnn/accuracy": 0.9103340107229332, "mask_rcnn/false_negative": 0.06708625311067645, "mask_rcnn/false_positive": 0.10656341807834199, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.75, "time": 0.7465320723131299, "total_loss": 1.598158519671415} {"data_time": 0.010836347006261349, "eta_seconds": 110083.89187990129, "iteration": 118299, "loss_fcos_cls": 0.254222942632623, "loss_fcos_ctr": 0.6203677486628294, "loss_fcos_loc": 0.19702332303859293, "loss_mask": 0.26024666288867593, "loss_maskiou": 0.005555779571295716, "loss_sem_seg": 0.2650686763226986, "lr": 0.01, "mask_rcnn/accuracy": 0.8752751100440176, "mask_rcnn/false_negative": 0.09408987740776717, "mask_rcnn/false_positive": 0.1505898010920228, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.25, "time": 0.7268230086192489, "total_loss": 1.6125332281008014} {"data_time": 0.0102201197296381, "eta_seconds": 110113.81092008017, "iteration": 118319, "loss_fcos_cls": 0.24425972113385797, "loss_fcos_ctr": 0.618019912391901, "loss_fcos_loc": 0.1886626486084424, "loss_mask": 0.2610296281054616, "loss_maskiou": 0.004758598312037066, "loss_sem_seg": 0.28355393512174487, "lr": 0.01, "mask_rcnn/accuracy": 0.8724370216836734, "mask_rcnn/false_negative": 0.10233739604296829, "mask_rcnn/false_positive": 0.1378733634461643, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7395186740905046, "total_loss": 1.5896733577828854} {"data_time": 0.01020844280719757, "eta_seconds": 110072.21393321641, "iteration": 118339, "loss_fcos_cls": 0.23512307653436437, "loss_fcos_ctr": 0.6182939261198044, "loss_fcos_loc": 0.1897681475384161, "loss_mask": 0.27132272394374013, "loss_maskiou": 0.005925060344452504, "loss_sem_seg": 0.2520322056952864, "lr": 0.01, "mask_rcnn/accuracy": 0.8764542983455519, "mask_rcnn/false_negative": 0.10171394522840164, "mask_rcnn/false_positive": 0.15590986958694236, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.25, "time": 0.7194423163309693, "total_loss": 1.570512029386009} {"data_time": 0.009613108821213245, "eta_seconds": 110057.69837365486, "iteration": 118359, "loss_fcos_cls": 0.24210860393941402, "loss_fcos_ctr": 0.6186461099423468, "loss_fcos_loc": 0.19796042516827583, "loss_mask": 0.25997114228084683, "loss_maskiou": 0.0055835635648691095, "loss_sem_seg": 0.28315672813914716, "lr": 0.01, "mask_rcnn/accuracy": 0.8822944182105467, "mask_rcnn/false_negative": 0.09974329614093067, "mask_rcnn/false_positive": 0.13221316721829612, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7164597976952791, "total_loss": 1.5865099565635319} {"data_time": 0.009824814274907112, "eta_seconds": 110036.39649593364, "iteration": 118379, "loss_fcos_cls": 0.24914981549954973, "loss_fcos_ctr": 0.6212538462132215, "loss_fcos_loc": 0.18457871139980853, "loss_mask": 0.26905802078545094, "loss_maskiou": 0.005487115806317888, "loss_sem_seg": 0.2574281911365688, "lr": 0.01, "mask_rcnn/accuracy": 0.8820922597975522, "mask_rcnn/false_negative": 0.09277888209679735, "mask_rcnn/false_positive": 0.15238317176731309, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7177790673449636, "total_loss": 1.6051376078103203} {"data_time": 0.010405966080725193, "eta_seconds": 110021.88183154073, "iteration": 118399, "loss_fcos_cls": 0.24693610635586083, "loss_fcos_ctr": 0.6205584248527884, "loss_fcos_loc": 0.1938096412923187, "loss_mask": 0.269721788354218, "loss_maskiou": 0.005727330513764173, "loss_sem_seg": 0.2609154158271849, "lr": 0.01, "mask_rcnn/accuracy": 0.8671572551737323, "mask_rcnn/false_negative": 0.10644038452180497, "mask_rcnn/false_positive": 0.14577306868136336, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.5, "time": 0.7216633884236217, "total_loss": 1.619364697333367} {"data_time": 0.009484910406172276, "eta_seconds": 109996.81224940717, "iteration": 118419, "loss_fcos_cls": 0.24064898409415036, "loss_fcos_ctr": 0.6220511295832694, "loss_fcos_loc": 0.1985133751295507, "loss_mask": 0.26740102656185627, "loss_maskiou": 0.005662692590703955, "loss_sem_seg": 0.25533780036494136, "lr": 0.01, "mask_rcnn/accuracy": 0.8972679903005158, "mask_rcnn/false_negative": 0.08760418285621588, "mask_rcnn/false_positive": 0.13124953658191663, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.0, "time": 0.7182872388511896, "total_loss": 1.6138849349263182} {"data_time": 0.01012999378144741, "eta_seconds": 109982.29897765815, "iteration": 118439, "loss_fcos_cls": 0.25496952363755554, "loss_fcos_ctr": 0.6167953163385391, "loss_fcos_loc": 0.18746322067454457, "loss_mask": 0.2591448063030839, "loss_maskiou": 0.004919436360069085, "loss_sem_seg": 0.2953328541480005, "lr": 0.01, "mask_rcnn/accuracy": 0.9027188244618805, "mask_rcnn/false_negative": 0.09017912527789969, "mask_rcnn/false_positive": 0.13771784388500097, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.7251771399751306, "total_loss": 1.6188999018195318} {"data_time": 0.01008671335875988, "eta_seconds": 109978.33783836197, "iteration": 118459, "loss_fcos_cls": 0.2548753428272903, "loss_fcos_ctr": 0.6165200336836278, "loss_fcos_loc": 0.18753014714457095, "loss_mask": 0.25331111904233694, "loss_maskiou": 0.005288981621561106, "loss_sem_seg": 0.25628683902323246, "lr": 0.01, "mask_rcnn/accuracy": 0.8971566334540095, "mask_rcnn/false_negative": 0.0941923857075059, "mask_rcnn/false_positive": 0.10831794023461133, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.75, "time": 0.7339665116742253, "total_loss": 1.599324390048423} {"data_time": 0.00976759847253561, "eta_seconds": 110069.39957725815, "iteration": 118479, "loss_fcos_cls": 0.24133332667406648, "loss_fcos_ctr": 0.621235472150147, "loss_fcos_loc": 0.19215029303450137, "loss_mask": 0.25828382233157754, "loss_maskiou": 0.0053289560819393955, "loss_sem_seg": 0.2566893887706101, "lr": 0.01, "mask_rcnn/accuracy": 0.8951582252334132, "mask_rcnn/false_negative": 0.08665635153209064, "mask_rcnn/false_positive": 0.1112186977356256, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.5, "time": 0.735642995685339, "total_loss": 1.593791665698518} {"data_time": 0.010033532045781612, "eta_seconds": 110086.3200730281, "iteration": 118499, "loss_fcos_cls": 0.24672856554389, "loss_fcos_ctr": 0.6207690797746181, "loss_fcos_loc": 0.19305313425138593, "loss_mask": 0.2685462459921837, "loss_maskiou": 0.005402482231147587, "loss_sem_seg": 0.2662448841147125, "lr": 0.01, "mask_rcnn/accuracy": 0.8697899721482796, "mask_rcnn/false_negative": 0.11261921442056533, "mask_rcnn/false_positive": 0.15410245357375268, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.0, "time": 0.7426223699003458, "total_loss": 1.6232791960137547} {"data_time": 0.009892401285469532, "eta_seconds": 110061.46184639167, "iteration": 118519, "loss_fcos_cls": 0.25079076923429966, "loss_fcos_ctr": 0.6207265215925872, "loss_fcos_loc": 0.19487177371047437, "loss_mask": 0.26900111325085163, "loss_maskiou": 0.005655901026329957, "loss_sem_seg": 0.3075930409831926, "lr": 0.01, "mask_rcnn/accuracy": 0.8750705901773225, "mask_rcnn/false_negative": 0.0954296081255845, "mask_rcnn/false_positive": 0.14943959832414433, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.5, "time": 0.7206965377554297, "total_loss": 1.6639054472980206} {"data_time": 0.01051667146384716, "eta_seconds": 110046.93045805302, "iteration": 118539, "loss_fcos_cls": 0.2478088071802631, "loss_fcos_ctr": 0.6198476064018905, "loss_fcos_loc": 0.19183884281665087, "loss_mask": 0.2651696102693677, "loss_maskiou": 0.005782635584182572, "loss_sem_seg": 0.26278943521901965, "lr": 0.01, "mask_rcnn/accuracy": 0.891829648526077, "mask_rcnn/false_negative": 0.10480250339618559, "mask_rcnn/false_positive": 0.1219696757908948, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.7192013897001743, "total_loss": 1.595983939434518} {"data_time": 0.009982991963624954, "eta_seconds": 110032.96182099823, "iteration": 118559, "loss_fcos_cls": 0.2405780457193032, "loss_fcos_ctr": 0.6179386698640883, "loss_fcos_loc": 0.19015315710566938, "loss_mask": 0.25841754069551826, "loss_maskiou": 0.005729078009608202, "loss_sem_seg": 0.26501771062612534, "lr": 0.01, "mask_rcnn/accuracy": 0.8781064777396107, "mask_rcnn/false_negative": 0.09467974169837523, "mask_rcnn/false_positive": 0.15945825025689248, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.5, "time": 0.7251559002324939, "total_loss": 1.5909905119769974} {"data_time": 0.009914479218423367, "eta_seconds": 110028.18906659354, "iteration": 118579, "loss_fcos_cls": 0.2382243846077472, "loss_fcos_ctr": 0.6197604173794389, "loss_fcos_loc": 0.1853287727572024, "loss_mask": 0.2652157982811332, "loss_maskiou": 0.005455550031911116, "loss_sem_seg": 0.2737418016185984, "lr": 0.01, "mask_rcnn/accuracy": 0.8815813449439927, "mask_rcnn/false_negative": 0.09873968591901525, "mask_rcnn/false_positive": 0.1354402557900678, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.7270295387133956, "total_loss": 1.5850952056061942} {"data_time": 0.0092929033562541, "eta_seconds": 110045.49088248331, "iteration": 118599, "loss_fcos_cls": 0.24464666238054633, "loss_fcos_ctr": 0.6171019347384572, "loss_fcos_loc": 0.18541238782927394, "loss_mask": 0.26597621385008097, "loss_maskiou": 0.006006319490552414, "loss_sem_seg": 0.29307730309665203, "lr": 0.01, "mask_rcnn/accuracy": 0.8896177518626498, "mask_rcnn/false_negative": 0.08072441708238254, "mask_rcnn/false_positive": 0.16180376894810028, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.733845692127943, "total_loss": 1.5864502126569278} {"data_time": 0.009777623228728771, "eta_seconds": 110058.74705434684, "iteration": 118619, "loss_fcos_cls": 0.25253027444705367, "loss_fcos_ctr": 0.6191557655110955, "loss_fcos_loc": 0.19058036501519382, "loss_mask": 0.2640368239954114, "loss_maskiou": 0.005486116111569572, "loss_sem_seg": 0.2914104755036533, "lr": 0.01, "mask_rcnn/accuracy": 0.9049502613545418, "mask_rcnn/false_negative": 0.08557783248784744, "mask_rcnn/false_positive": 0.12268716130948491, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.5, "time": 0.7331026680767536, "total_loss": 1.5955812061292818} {"data_time": 0.009869186207652092, "eta_seconds": 110033.71644680761, "iteration": 118639, "loss_fcos_cls": 0.2417042365996167, "loss_fcos_ctr": 0.6168913748115301, "loss_fcos_loc": 0.19169628038071096, "loss_mask": 0.2517495956271887, "loss_maskiou": 0.005133837112225592, "loss_sem_seg": 0.2683328406419605, "lr": 0.01, "mask_rcnn/accuracy": 0.90739326802376, "mask_rcnn/false_negative": 0.09182330050429902, "mask_rcnn/false_positive": 0.11097731310072505, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.25, "time": 0.7247442658990622, "total_loss": 1.608203927284194} {"data_time": 0.009799225255846977, "eta_seconds": 110063.7388172485, "iteration": 118659, "loss_fcos_cls": 0.25660278741270304, "loss_fcos_ctr": 0.6195568330585957, "loss_fcos_loc": 0.18869422608986497, "loss_mask": 0.2507100524380803, "loss_maskiou": 0.005105357529828325, "loss_sem_seg": 0.2566131332423538, "lr": 0.01, "mask_rcnn/accuracy": 0.8835174330278017, "mask_rcnn/false_negative": 0.11028707845329583, "mask_rcnn/false_positive": 0.11736581525420592, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7332500405609608, "total_loss": 1.5979327246313915} {"data_time": 0.010034135542809963, "eta_seconds": 110049.19368555024, "iteration": 118679, "loss_fcos_cls": 0.2507695066742599, "loss_fcos_ctr": 0.6189126716926694, "loss_fcos_loc": 0.184072109288536, "loss_mask": 0.256301939021796, "loss_maskiou": 0.005758230628998717, "loss_sem_seg": 0.2959533235989511, "lr": 0.01, "mask_rcnn/accuracy": 0.8884829853600427, "mask_rcnn/false_negative": 0.09276954331748426, "mask_rcnn/false_positive": 0.12250907754464771, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.0, "time": 0.7193675814196467, "total_loss": 1.619087213446619} {"data_time": 0.010251621715724468, "eta_seconds": 110000.58453881089, "iteration": 118699, "loss_fcos_cls": 0.24105172557756305, "loss_fcos_ctr": 0.6187493372708559, "loss_fcos_loc": 0.1873594702919945, "loss_mask": 0.2649682257324457, "loss_maskiou": 0.006152726469736081, "loss_sem_seg": 0.2678391537629068, "lr": 0.01, "mask_rcnn/accuracy": 0.9021813988753395, "mask_rcnn/false_negative": 0.08540096979391731, "mask_rcnn/false_positive": 0.10753462891240713, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7239642785862088, "total_loss": 1.594390241552901} {"data_time": 0.011007646098732948, "eta_seconds": 110083.33830497414, "iteration": 118719, "loss_fcos_cls": 0.2588053772924468, "loss_fcos_ctr": 0.6176056126132607, "loss_fcos_loc": 0.183965073665604, "loss_mask": 0.2640419229865074, "loss_maskiou": 0.005294909482472576, "loss_sem_seg": 0.2637102999724448, "lr": 0.01, "mask_rcnn/accuracy": 0.8736479591836734, "mask_rcnn/false_negative": 0.08521236495475298, "mask_rcnn/false_positive": 0.17458949255491568, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.7344007110223174, "total_loss": 1.604373706926708} {"data_time": 0.010146919637918472, "eta_seconds": 110094.167694184, "iteration": 118739, "loss_fcos_cls": 0.2425551009364426, "loss_fcos_ctr": 0.6182462424039841, "loss_fcos_loc": 0.18731446081073955, "loss_mask": 0.2658499740064144, "loss_maskiou": 0.005529494159418391, "loss_sem_seg": 0.2521871542558074, "lr": 0.01, "mask_rcnn/accuracy": 0.8935079608442704, "mask_rcnn/false_negative": 0.07913439704960182, "mask_rcnn/false_positive": 0.1324356461775177, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 38.25, "time": 0.7341649476438761, "total_loss": 1.5871971005253727} {"data_time": 0.009692135266959667, "eta_seconds": 110119.32580293436, "iteration": 118759, "loss_fcos_cls": 0.24609551776666194, "loss_fcos_ctr": 0.6214746087789536, "loss_fcos_loc": 0.19201270141638815, "loss_mask": 0.2637365320697427, "loss_maskiou": 0.005192057928070426, "loss_sem_seg": 0.2715024733915925, "lr": 0.01, "mask_rcnn/accuracy": 0.8941194028981456, "mask_rcnn/false_negative": 0.08626158542488765, "mask_rcnn/false_positive": 0.14094007631228536, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.75, "time": 0.7255724966526031, "total_loss": 1.6108115147362696} {"data_time": 0.01047762855887413, "eta_seconds": 110128.99727309402, "iteration": 118779, "loss_fcos_cls": 0.2584583351854235, "loss_fcos_ctr": 0.6204479243606329, "loss_fcos_loc": 0.19659384642727673, "loss_mask": 0.2594418916851282, "loss_maskiou": 0.005238618337898515, "loss_sem_seg": 0.24902583635412157, "lr": 0.01, "mask_rcnn/accuracy": 0.8914150585002519, "mask_rcnn/false_negative": 0.10099156132251144, "mask_rcnn/false_positive": 0.13190742838054118, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7497708769515157, "total_loss": 1.613088589256222} {"data_time": 0.010224943049252033, "eta_seconds": 110140.84865640756, "iteration": 118799, "loss_fcos_cls": 0.23678111075423658, "loss_fcos_ctr": 0.6185978902503848, "loss_fcos_loc": 0.18846416706219316, "loss_mask": 0.25393063202500343, "loss_maskiou": 0.00475182320951717, "loss_sem_seg": 0.2491449355147779, "lr": 0.01, "mask_rcnn/accuracy": 0.9013246575433292, "mask_rcnn/false_negative": 0.09455285978000198, "mask_rcnn/false_positive": 0.10241933849947583, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.25, "time": 0.7328936150297523, "total_loss": 1.5693564545654226} {"data_time": 0.00992814265191555, "eta_seconds": 110126.27985743713, "iteration": 118819, "loss_fcos_cls": 0.24428890878334641, "loss_fcos_ctr": 0.6166383679956198, "loss_fcos_loc": 0.18808069243095815, "loss_mask": 0.26071232184767723, "loss_maskiou": 0.005983186783851124, "loss_sem_seg": 0.27619073702953756, "lr": 0.01, "mask_rcnn/accuracy": 0.9019552761580822, "mask_rcnn/false_negative": 0.11372333238474658, "mask_rcnn/false_positive": 0.11027755684898265, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7334528025239706, "total_loss": 1.5819072590675205} {"data_time": 0.010213540866971016, "eta_seconds": 110158.97515171207, "iteration": 118839, "loss_fcos_cls": 0.2558158356696367, "loss_fcos_ctr": 0.6193933207541704, "loss_fcos_loc": 0.1937399263260886, "loss_mask": 0.2720498861745, "loss_maskiou": 0.005568680833675899, "loss_sem_seg": 0.2735789194703102, "lr": 0.01, "mask_rcnn/accuracy": 0.8740544497456073, "mask_rcnn/false_negative": 0.08279990411827123, "mask_rcnn/false_positive": 0.15758945544178388, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.75, "time": 0.7307452252134681, "total_loss": 1.6160709038413188} {"data_time": 0.010140166617929935, "eta_seconds": 110070.73605420347, "iteration": 118859, "loss_fcos_cls": 0.26517967227846384, "loss_fcos_ctr": 0.6221028082072735, "loss_fcos_loc": 0.19241906702518463, "loss_mask": 0.2599337277933955, "loss_maskiou": 0.005553086921281647, "loss_sem_seg": 0.2686207307269797, "lr": 0.01, "mask_rcnn/accuracy": 0.891052786499215, "mask_rcnn/false_negative": 0.07894122130514877, "mask_rcnn/false_positive": 0.14391441193546936, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7197568090632558, "total_loss": 1.6016138630729984} {"data_time": 0.009752149693667889, "eta_seconds": 110082.57346052583, "iteration": 118879, "loss_fcos_cls": 0.24550073873251677, "loss_fcos_ctr": 0.6172888875007629, "loss_fcos_loc": 0.18993521481752396, "loss_mask": 0.26097181905061007, "loss_maskiou": 0.005596183291345369, "loss_sem_seg": 0.2853670148178935, "lr": 0.01, "mask_rcnn/accuracy": 0.8783900106652831, "mask_rcnn/false_negative": 0.089156759513172, "mask_rcnn/false_positive": 0.12532959807947303, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7282742131501436, "total_loss": 1.6204634558380349} {"data_time": 0.009947204031050205, "eta_seconds": 110068.0046615554, "iteration": 118899, "loss_fcos_cls": 0.24933088617399335, "loss_fcos_ctr": 0.6181933702901006, "loss_fcos_loc": 0.1902885747840628, "loss_mask": 0.2617069464176893, "loss_maskiou": 0.005557425014558248, "loss_sem_seg": 0.29660955676808953, "lr": 0.01, "mask_rcnn/accuracy": 0.8879137699600388, "mask_rcnn/false_negative": 0.087192413083207, "mask_rcnn/false_positive": 0.1436005447023804, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.0, "time": 0.7334570968523622, "total_loss": 1.6285469202557579} {"data_time": 0.010942771099507809, "eta_seconds": 110077.87043681089, "iteration": 118919, "loss_fcos_cls": 0.23581660154741257, "loss_fcos_ctr": 0.6178107634186745, "loss_fcos_loc": 0.19186292053200305, "loss_mask": 0.2750758109614253, "loss_maskiou": 0.005842303857207298, "loss_sem_seg": 0.24870763532817364, "lr": 0.01, "mask_rcnn/accuracy": 0.8761400476165944, "mask_rcnn/false_negative": 0.10241305457665101, "mask_rcnn/false_positive": 0.14110786597901942, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7341890139505267, "total_loss": 1.61205837262969} {"data_time": 0.009870662353932858, "eta_seconds": 110055.53841616865, "iteration": 118939, "loss_fcos_cls": 0.2521821765694767, "loss_fcos_ctr": 0.6184182800352573, "loss_fcos_loc": 0.19184314762242138, "loss_mask": 0.26148958457633853, "loss_maskiou": 0.006071525811421452, "loss_sem_seg": 0.285842816112563, "lr": 0.01, "mask_rcnn/accuracy": 0.8933888919449182, "mask_rcnn/false_negative": 0.10031437130897017, "mask_rcnn/false_positive": 0.1394957856082421, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.727268036454916, "total_loss": 1.6283256263413932} {"data_time": 0.010795786045491695, "eta_seconds": 110073.04447227437, "iteration": 118959, "loss_fcos_cls": 0.249190472997725, "loss_fcos_ctr": 0.6163786826655269, "loss_fcos_loc": 0.19142836489481851, "loss_mask": 0.26507306657731533, "loss_maskiou": 0.005535777774639428, "loss_sem_seg": 0.2949108309112489, "lr": 0.01, "mask_rcnn/accuracy": 0.8744094471670247, "mask_rcnn/false_negative": 0.1024884220182469, "mask_rcnn/false_positive": 0.1512859908865734, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.7370765218511224, "total_loss": 1.619044948805822} {"data_time": 0.010276741348206997, "eta_seconds": 110098.92304194625, "iteration": 118979, "loss_fcos_cls": 0.25660606916062534, "loss_fcos_ctr": 0.6179620083421469, "loss_fcos_loc": 0.1892284546047449, "loss_mask": 0.25778213422745466, "loss_maskiou": 0.00484816322568804, "loss_sem_seg": 0.26499601546674967, "lr": 0.01, "mask_rcnn/accuracy": 0.8854695092322643, "mask_rcnn/false_negative": 0.0986011265851651, "mask_rcnn/false_positive": 0.13058550288922596, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7208072328940034, "total_loss": 1.5729644441453274} {"data_time": 0.009406428784132004, "eta_seconds": 110084.34243089985, "iteration": 118999, "loss_fcos_cls": 0.2409360429737717, "loss_fcos_ctr": 0.6171309612691402, "loss_fcos_loc": 0.1815823003416881, "loss_mask": 0.2512069558724761, "loss_maskiou": 0.005126146112161223, "loss_sem_seg": 0.27538118057418615, "lr": 0.01, "mask_rcnn/accuracy": 0.8976965583931829, "mask_rcnn/false_negative": 0.08866381094652724, "mask_rcnn/false_positive": 0.10861276866105543, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.75, "time": 0.7381875496357679, "total_loss": 1.5659474963176763} {"data_time": 0.010259042493999004, "eta_seconds": 109997.25439134892, "iteration": 119019, "loss_fcos_cls": 0.2507931278087199, "loss_fcos_ctr": 0.6204205267131329, "loss_fcos_loc": 0.19903454056475312, "loss_mask": 0.26393927447497845, "loss_maskiou": 0.005816044693347067, "loss_sem_seg": 0.26505109295248985, "lr": 0.01, "mask_rcnn/accuracy": 0.870757713700915, "mask_rcnn/false_negative": 0.09830348742213488, "mask_rcnn/false_positive": 0.1367955164373477, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.0, "time": 0.7153883399441838, "total_loss": 1.6143784110536217} {"data_time": 0.01021773274987936, "eta_seconds": 109909.34931201395, "iteration": 119039, "loss_fcos_cls": 0.25147535488940775, "loss_fcos_ctr": 0.6217287937179208, "loss_fcos_loc": 0.19412352610379457, "loss_mask": 0.26560221146792173, "loss_maskiou": 0.005434729762782808, "loss_sem_seg": 0.2683638269081712, "lr": 0.01, "mask_rcnn/accuracy": 0.8780824829931972, "mask_rcnn/false_negative": 0.09760866380752428, "mask_rcnn/false_positive": 0.15113660568881984, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7167553743347526, "total_loss": 1.6363936454436043} {"data_time": 0.009772398509085178, "eta_seconds": 109975.86620159168, "iteration": 119059, "loss_fcos_cls": 0.23855579347582534, "loss_fcos_ctr": 0.6177646592259407, "loss_fcos_loc": 0.18802065518684685, "loss_mask": 0.25874349661171436, "loss_maskiou": 0.005423794224043377, "loss_sem_seg": 0.2690760353580117, "lr": 0.01, "mask_rcnn/accuracy": 0.8892290249433106, "mask_rcnn/false_negative": 0.09334524886143727, "mask_rcnn/false_positive": 0.11501557605352952, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 28.75, "time": 0.7437080163508654, "total_loss": 1.5657304870255757} {"data_time": 0.008909723721444607, "eta_seconds": 109953.54137273412, "iteration": 119079, "loss_fcos_cls": 0.25158871803432703, "loss_fcos_ctr": 0.6198701588436961, "loss_fcos_loc": 0.19462728267535567, "loss_mask": 0.26027949899435043, "loss_maskiou": 0.005297260009683669, "loss_sem_seg": 0.29232804104685783, "lr": 0.01, "mask_rcnn/accuracy": 0.8712240087336438, "mask_rcnn/false_negative": 0.10740177353977401, "mask_rcnn/false_positive": 0.13173636331463784, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7197427889332175, "total_loss": 1.602631325054972} {"data_time": 0.009537911042571068, "eta_seconds": 109946.72213438619, "iteration": 119099, "loss_fcos_cls": 0.24431866686791182, "loss_fcos_ctr": 0.616832987871021, "loss_fcos_loc": 0.19499239744618535, "loss_mask": 0.2601571325212717, "loss_maskiou": 0.004865364477154799, "loss_sem_seg": 0.28455766709521413, "lr": 0.01, "mask_rcnn/accuracy": 0.8875527889727319, "mask_rcnn/false_negative": 0.10072753787772087, "mask_rcnn/false_positive": 0.13494434476413908, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 26.5, "time": 0.7308847922831774, "total_loss": 1.6155580443592044} {"data_time": 0.009550083428621292, "eta_seconds": 109996.85876462143, "iteration": 119119, "loss_fcos_cls": 0.26294911972945556, "loss_fcos_ctr": 0.6190416971221566, "loss_fcos_loc": 0.1943622255930677, "loss_mask": 0.2832038952037692, "loss_maskiou": 0.006164024249301292, "loss_sem_seg": 0.3047512620687485, "lr": 0.01, "mask_rcnn/accuracy": 0.8725618230819894, "mask_rcnn/false_negative": 0.09687161018454912, "mask_rcnn/false_positive": 0.1641444044230668, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.709134055301547, "total_loss": 1.6775628882460296} {"data_time": 0.010090798139572144, "eta_seconds": 109917.93985533714, "iteration": 119139, "loss_fcos_cls": 0.24013761267997324, "loss_fcos_ctr": 0.6213753041811287, "loss_fcos_loc": 0.1927143696229905, "loss_mask": 0.264546949416399, "loss_maskiou": 0.005219140966801206, "loss_sem_seg": 0.2724328488111496, "lr": 0.01, "mask_rcnn/accuracy": 0.8915988029827315, "mask_rcnn/false_negative": 0.0869362607609799, "mask_rcnn/false_positive": 0.1166193379954325, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 25.75, "time": 0.7205377267673612, "total_loss": 1.5957196703748195} {"data_time": 0.01032311376184225, "eta_seconds": 109944.92926355638, "iteration": 119159, "loss_fcos_cls": 0.2510023098438978, "loss_fcos_ctr": 0.6160210659727454, "loss_fcos_loc": 0.19074670830741525, "loss_mask": 0.2603435004130006, "loss_maskiou": 0.0062849324767739745, "loss_sem_seg": 0.2592011510860175, "lr": 0.01, "mask_rcnn/accuracy": 0.8829346673734428, "mask_rcnn/false_negative": 0.09584548342946468, "mask_rcnn/false_positive": 0.12107930962499698, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 41.5, "time": 0.7319884309545159, "total_loss": 1.6080018981883768} {"data_time": 0.01075134240090847, "eta_seconds": 109985.69184674509, "iteration": 119179, "loss_fcos_cls": 0.2550026176031679, "loss_fcos_ctr": 0.620390584692359, "loss_fcos_loc": 0.19471367134246975, "loss_mask": 0.26774820499122143, "loss_maskiou": 0.0060911158834642265, "loss_sem_seg": 0.2634422997944057, "lr": 0.01, "mask_rcnn/accuracy": 0.8633415158516237, "mask_rcnn/false_negative": 0.09894589224620333, "mask_rcnn/false_positive": 0.15725521537998285, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.740958902053535, "total_loss": 1.6020554610149702} {"data_time": 0.009213287383317947, "eta_seconds": 109964.89506128803, "iteration": 119199, "loss_fcos_cls": 0.2283780665602535, "loss_fcos_ctr": 0.6170888859778643, "loss_fcos_loc": 0.17906082654371858, "loss_mask": 0.26008368469774723, "loss_maskiou": 0.005444792317575775, "loss_sem_seg": 0.24729056970681995, "lr": 0.01, "mask_rcnn/accuracy": 0.8936250520616409, "mask_rcnn/false_negative": 0.07848235760828257, "mask_rcnn/false_positive": 0.128040965092643, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.5, "time": 0.727036121301353, "total_loss": 1.5336526600731304} {"data_time": 0.010128405876457691, "eta_seconds": 109859.65152907372, "iteration": 119219, "loss_fcos_cls": 0.24353500921279192, "loss_fcos_ctr": 0.6182277472689748, "loss_fcos_loc": 0.1879958517383784, "loss_mask": 0.254663048312068, "loss_maskiou": 0.005262062679321389, "loss_sem_seg": 0.2827359000220895, "lr": 0.01, "mask_rcnn/accuracy": 0.8799784216194315, "mask_rcnn/false_negative": 0.09914362389703815, "mask_rcnn/false_positive": 0.13035559998505256, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7270987750962377, "total_loss": 1.6110843046044465} {"data_time": 0.009391211904585361, "eta_seconds": 109837.33487143554, "iteration": 119239, "loss_fcos_cls": 0.2467528813285753, "loss_fcos_ctr": 0.6184605755843222, "loss_fcos_loc": 0.19554830505512655, "loss_mask": 0.2699843770824373, "loss_maskiou": 0.005672674800734967, "loss_sem_seg": 0.2944562346674502, "lr": 0.01, "mask_rcnn/accuracy": 0.8987967446525994, "mask_rcnn/false_negative": 0.08855273034407221, "mask_rcnn/false_positive": 0.11434257476260737, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.25, "time": 0.7145174974575639, "total_loss": 1.638477345724823} {"data_time": 0.01027352549135685, "eta_seconds": 109822.76381726749, "iteration": 119259, "loss_fcos_cls": 0.252447271021083, "loss_fcos_ctr": 0.6195092052221298, "loss_fcos_loc": 0.18827942619100213, "loss_mask": 0.2582586854696274, "loss_maskiou": 0.005754142344812863, "loss_sem_seg": 0.2799255270510912, "lr": 0.01, "mask_rcnn/accuracy": 0.8939742878029208, "mask_rcnn/false_negative": 0.0810301535719878, "mask_rcnn/false_positive": 0.1412893104339143, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7411502953618765, "total_loss": 1.6116918272091425} {"data_time": 0.00934535264968872, "eta_seconds": 109808.19276309945, "iteration": 119279, "loss_fcos_cls": 0.25108251813799143, "loss_fcos_ctr": 0.6185820549726486, "loss_fcos_loc": 0.18979623983614147, "loss_mask": 0.25676264613866806, "loss_maskiou": 0.005269915836834116, "loss_sem_seg": 0.2597489063628018, "lr": 0.01, "mask_rcnn/accuracy": 0.8979768990929705, "mask_rcnn/false_negative": 0.09444396058674154, "mask_rcnn/false_positive": 0.13537194502911018, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.75, "time": 0.7375878253951669, "total_loss": 1.5529563559393864} {"data_time": 0.008726908825337887, "eta_seconds": 109750.29935030546, "iteration": 119299, "loss_fcos_cls": 0.2338563329540193, "loss_fcos_ctr": 0.6172635164111853, "loss_fcos_loc": 0.18788158893585205, "loss_mask": 0.2675093337893486, "loss_maskiou": 0.005466321243147831, "loss_sem_seg": 0.25697058625519276, "lr": 0.01, "mask_rcnn/accuracy": 0.8869446499282015, "mask_rcnn/false_negative": 0.09478409673546542, "mask_rcnn/false_positive": 0.11959447173529303, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.25, "time": 0.6954037761315703, "total_loss": 1.57675749102782} {"data_time": 0.01083994098007679, "eta_seconds": 109705.49124398734, "iteration": 119319, "loss_fcos_cls": 0.2500652081798762, "loss_fcos_ctr": 0.6180852763354778, "loss_fcos_loc": 0.18885536841116846, "loss_mask": 0.2528254110366106, "loss_maskiou": 0.0052185448876116425, "loss_sem_seg": 0.2837228658609092, "lr": 0.01, "mask_rcnn/accuracy": 0.8709477707110657, "mask_rcnn/false_negative": 0.12363700665047411, "mask_rcnn/false_positive": 0.1508334452883353, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 39.25, "time": 0.743350557051599, "total_loss": 1.5918047580780694} {"data_time": 0.010367821902036667, "eta_seconds": 109680.2343791807, "iteration": 119339, "loss_fcos_cls": 0.24322466901503503, "loss_fcos_ctr": 0.6190796922892332, "loss_fcos_loc": 0.19790858461055905, "loss_mask": 0.28576301969587803, "loss_maskiou": 0.005545656735193916, "loss_sem_seg": 0.29671497200615704, "lr": 0.01, "mask_rcnn/accuracy": 0.8921198257106204, "mask_rcnn/false_negative": 0.09638433466930554, "mask_rcnn/false_positive": 0.11608808766677606, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 42.25, "time": 0.7225414831191301, "total_loss": 1.62824841618567} {"data_time": 0.010350337252020836, "eta_seconds": 109684.59263678081, "iteration": 119359, "loss_fcos_cls": 0.24708987242775038, "loss_fcos_ctr": 0.6193052399903536, "loss_fcos_loc": 0.18801363254897296, "loss_mask": 0.2571242908015847, "loss_maskiou": 0.005349699247744866, "loss_sem_seg": 0.2793020708486438, "lr": 0.01, "mask_rcnn/accuracy": 0.8793841011842343, "mask_rcnn/false_negative": 0.094506243729439, "mask_rcnn/false_positive": 0.1385477091859898, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7214580280706286, "total_loss": 1.6325609627965605} {"data_time": 0.010524247772991657, "eta_seconds": 109743.07487654686, "iteration": 119379, "loss_fcos_cls": 0.24352224403992295, "loss_fcos_ctr": 0.6193343424238265, "loss_fcos_loc": 0.19525783497374505, "loss_mask": 0.257475895807147, "loss_maskiou": 0.005568817228777334, "loss_sem_seg": 0.3214018866419792, "lr": 0.01, "mask_rcnn/accuracy": 0.8785161709171284, "mask_rcnn/false_negative": 0.08986722814797449, "mask_rcnn/false_positive": 0.149891803419195, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.75, "time": 0.7386182164773345, "total_loss": 1.641227941159741} {"data_time": 0.008796240203082561, "eta_seconds": 109728.502794981, "iteration": 119399, "loss_fcos_cls": 0.2485215866472572, "loss_fcos_ctr": 0.6183247631415725, "loss_fcos_loc": 0.1907594739459455, "loss_mask": 0.25347374053671956, "loss_maskiou": 0.005586718572885729, "loss_sem_seg": 0.2681616343325004, "lr": 0.01, "mask_rcnn/accuracy": 0.9097596554320315, "mask_rcnn/false_negative": 0.06404262249054016, "mask_rcnn/false_positive": 0.1037051863852287, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.25, "time": 0.7275047777220607, "total_loss": 1.5752487520658178} {"data_time": 0.00951868761330843, "eta_seconds": 109797.36647526175, "iteration": 119419, "loss_fcos_cls": 0.24745607376098633, "loss_fcos_ctr": 0.6166256917640567, "loss_fcos_loc": 0.18698593345470726, "loss_mask": 0.25810999982059, "loss_maskiou": 0.005535054860956734, "loss_sem_seg": 0.26436842093244195, "lr": 0.01, "mask_rcnn/accuracy": 0.9055859319252176, "mask_rcnn/false_negative": 0.06378284815212293, "mask_rcnn/false_positive": 0.111711344851044, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.5, "time": 0.7165254820138216, "total_loss": 1.604706188725686} {"data_time": 0.010755931958556175, "eta_seconds": 109796.08774731494, "iteration": 119439, "loss_fcos_cls": 0.23472372349351645, "loss_fcos_ctr": 0.6195946428924799, "loss_fcos_loc": 0.18250901740975678, "loss_mask": 0.26125651597976685, "loss_maskiou": 0.005235147640632931, "loss_sem_seg": 0.2522231217008084, "lr": 0.01, "mask_rcnn/accuracy": 0.8835379579988745, "mask_rcnn/false_negative": 0.095356940349512, "mask_rcnn/false_positive": 0.14273486660418164, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.5, "time": 0.7496404396370053, "total_loss": 1.5741359067469602} {"data_time": 0.009571967646479607, "eta_seconds": 109787.17399686202, "iteration": 119459, "loss_fcos_cls": 0.24628894991474226, "loss_fcos_ctr": 0.6189372278749943, "loss_fcos_loc": 0.18941282539162785, "loss_mask": 0.2765131061896682, "loss_maskiou": 0.00634989144600695, "loss_sem_seg": 0.28703367710113525, "lr": 0.01, "mask_rcnn/accuracy": 0.8763630452180873, "mask_rcnn/false_negative": 0.09995895436658411, "mask_rcnn/false_positive": 0.14412800920201035, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.5, "time": 0.7343520754948258, "total_loss": 1.6187380980045418} {"data_time": 0.010337043553590775, "eta_seconds": 109772.58831269667, "iteration": 119479, "loss_fcos_cls": 0.2586146092507988, "loss_fcos_ctr": 0.62085095862858, "loss_fcos_loc": 0.19563449639827013, "loss_mask": 0.27056486532092094, "loss_maskiou": 0.006491722277132794, "loss_sem_seg": 0.30363181070424616, "lr": 0.01, "mask_rcnn/accuracy": 0.8816211241549912, "mask_rcnn/false_negative": 0.09671482396733441, "mask_rcnn/false_positive": 0.14695548861210095, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7340185325592756, "total_loss": 1.6568054897070397} {"data_time": 0.009185517206788063, "eta_seconds": 109697.11019613035, "iteration": 119499, "loss_fcos_cls": 0.2493124648462981, "loss_fcos_ctr": 0.6187717253342271, "loss_fcos_loc": 0.18554632179439068, "loss_mask": 0.24693638971075416, "loss_maskiou": 0.005105092881422024, "loss_sem_seg": 0.2806885610334575, "lr": 0.01, "mask_rcnn/accuracy": 0.8918883624878522, "mask_rcnn/false_negative": 0.08070322858156245, "mask_rcnn/false_positive": 0.12027434436325651, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 21.5, "time": 0.7208299059420824, "total_loss": 1.5751702213528915} {"data_time": 0.010095292702317238, "eta_seconds": 109730.20268494915, "iteration": 119519, "loss_fcos_cls": 0.2532169329933822, "loss_fcos_ctr": 0.6202123872935772, "loss_fcos_loc": 0.19723056349903345, "loss_mask": 0.2521420926786959, "loss_maskiou": 0.0048212968085863395, "loss_sem_seg": 0.27877102605998516, "lr": 0.01, "mask_rcnn/accuracy": 0.8687361745397459, "mask_rcnn/false_negative": 0.12584676680375517, "mask_rcnn/false_positive": 0.12629867549579854, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.0, "time": 0.7463703900575638, "total_loss": 1.626331940662567} {"data_time": 0.010160624980926514, "eta_seconds": 109750.85009028204, "iteration": 119539, "loss_fcos_cls": 0.25064637162722647, "loss_fcos_ctr": 0.6192321684211493, "loss_fcos_loc": 0.18826091312803328, "loss_mask": 0.28246686421334743, "loss_maskiou": 0.005961173526884522, "loss_sem_seg": 0.2759740143083036, "lr": 0.01, "mask_rcnn/accuracy": 0.8751138848396501, "mask_rcnn/false_negative": 0.11147455610034895, "mask_rcnn/false_positive": 0.1372959022910813, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.75, "time": 0.7345139114186168, "total_loss": 1.6097014777478762} {"data_time": 0.01056656800210476, "eta_seconds": 109725.27216216177, "iteration": 119559, "loss_fcos_cls": 0.25161134253721684, "loss_fcos_ctr": 0.6201938614249229, "loss_fcos_loc": 0.1864943184191361, "loss_mask": 0.2452658866532147, "loss_maskiou": 0.0051556158578023314, "loss_sem_seg": 0.25285160494968295, "lr": 0.01, "mask_rcnn/accuracy": 0.8913900540453336, "mask_rcnn/false_negative": 0.07885163873007958, "mask_rcnn/false_positive": 0.15510837138665245, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 24.5, "time": 0.7212756713852286, "total_loss": 1.5978541179683816} {"data_time": 0.01050134189426899, "eta_seconds": 109741.97968276683, "iteration": 119579, "loss_fcos_cls": 0.25036225584335625, "loss_fcos_ctr": 0.6203182619065046, "loss_fcos_loc": 0.1967769218608737, "loss_mask": 0.26707681734114885, "loss_maskiou": 0.005378094232582953, "loss_sem_seg": 0.2607441837899387, "lr": 0.01, "mask_rcnn/accuracy": 0.8737479357377316, "mask_rcnn/false_negative": 0.08502592050747562, "mask_rcnn/false_positive": 0.14249020603956786, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7372561581432819, "total_loss": 1.590049879567232} {"data_time": 0.009597859345376492, "eta_seconds": 109744.91752291936, "iteration": 119599, "loss_fcos_cls": 0.2422500280663371, "loss_fcos_ctr": 0.6167930345982313, "loss_fcos_loc": 0.18588442623149604, "loss_mask": 0.2573295198380947, "loss_maskiou": 0.004861402543610893, "loss_sem_seg": 0.2506295433267951, "lr": 0.01, "mask_rcnn/accuracy": 0.8787650602409639, "mask_rcnn/false_negative": 0.10164526919790014, "mask_rcnn/false_positive": 0.13442688519382076, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.25, "time": 0.7403590073809028, "total_loss": 1.5992535883415258} {"data_time": 0.010629866272211075, "eta_seconds": 109767.47229728289, "iteration": 119619, "loss_fcos_cls": 0.24224432348273695, "loss_fcos_ctr": 0.6192469741217792, "loss_fcos_loc": 0.19155745167518035, "loss_mask": 0.25799849489703774, "loss_maskiou": 0.004878342850133777, "loss_sem_seg": 0.29928019596263766, "lr": 0.01, "mask_rcnn/accuracy": 0.9018491146458583, "mask_rcnn/false_negative": 0.08262248156965449, "mask_rcnn/false_positive": 0.12376102557738104, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.75, "time": 0.74229496717453, "total_loss": 1.5633231604733737} {"data_time": 0.009487291797995567, "eta_seconds": 109797.7070501754, "iteration": 119639, "loss_fcos_cls": 0.24811808858066797, "loss_fcos_ctr": 0.6204594350419939, "loss_fcos_loc": 0.1910078915534541, "loss_mask": 0.2700762655586004, "loss_maskiou": 0.005805669308756478, "loss_sem_seg": 0.2726859771646559, "lr": 0.01, "mask_rcnn/accuracy": 0.8725154537071822, "mask_rcnn/false_negative": 0.10283324054444395, "mask_rcnn/false_positive": 0.14977818529301226, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7374737774953246, "total_loss": 1.608972335467115} {"data_time": 0.010501586832106113, "eta_seconds": 109778.95523122791, "iteration": 119659, "loss_fcos_cls": 0.25939157186076045, "loss_fcos_ctr": 0.6174079016782343, "loss_fcos_loc": 0.18816935934592038, "loss_mask": 0.2807277115061879, "loss_maskiou": 0.005446780309284804, "loss_sem_seg": 0.2943319510668516, "lr": 0.01, "mask_rcnn/accuracy": 0.881382473658417, "mask_rcnn/false_negative": 0.09561213407466673, "mask_rcnn/false_positive": 0.13599353883534826, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.0, "time": 0.730349569581449, "total_loss": 1.6267552784047439} {"data_time": 0.01094445213675499, "eta_seconds": 109818.06821658555, "iteration": 119679, "loss_fcos_cls": 0.2490695002488792, "loss_fcos_ctr": 0.6209519142284989, "loss_fcos_loc": 0.18883798632305115, "loss_mask": 0.257758722640574, "loss_maskiou": 0.005116619868203998, "loss_sem_seg": 0.26858805649681017, "lr": 0.01, "mask_rcnn/accuracy": 0.879831828201664, "mask_rcnn/false_negative": 0.10969811127856832, "mask_rcnn/false_positive": 0.11900974387738711, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.0, "time": 0.7417862676084042, "total_loss": 1.5933526009575871} {"data_time": 0.009704161435365677, "eta_seconds": 109755.91204521619, "iteration": 119699, "loss_fcos_cls": 0.24867558828555048, "loss_fcos_ctr": 0.6187750594690442, "loss_fcos_loc": 0.192891740007326, "loss_mask": 0.25583634385839105, "loss_maskiou": 0.005601962227956392, "loss_sem_seg": 0.2631731547880918, "lr": 0.01, "mask_rcnn/accuracy": 0.9043547929924658, "mask_rcnn/false_negative": 0.0910526650625758, "mask_rcnn/false_positive": 0.1125832663355742, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.5, "time": 0.7116343108937144, "total_loss": 1.5786137274917564} {"data_time": 0.010478833690285683, "eta_seconds": 109741.30723060481, "iteration": 119719, "loss_fcos_cls": 0.25101279467344284, "loss_fcos_ctr": 0.6218905979767442, "loss_fcos_loc": 0.19456879026256502, "loss_mask": 0.2751722978428006, "loss_maskiou": 0.005904649180592969, "loss_sem_seg": 0.3115925402380526, "lr": 0.01, "mask_rcnn/accuracy": 0.8805644014462717, "mask_rcnn/false_negative": 0.10635355433646941, "mask_rcnn/false_positive": 0.1443510511959833, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.75, "time": 0.7333388850092888, "total_loss": 1.6437918156734668} {"data_time": 0.00978414062410593, "eta_seconds": 109707.50664573535, "iteration": 119739, "loss_fcos_cls": 0.2548539019189775, "loss_fcos_ctr": 0.6181087847799063, "loss_fcos_loc": 0.18876871815882623, "loss_mask": 0.24806631170213223, "loss_maskiou": 0.0048578195564914495, "loss_sem_seg": 0.2559534702450037, "lr": 0.01, "mask_rcnn/accuracy": 0.8934240362811792, "mask_rcnn/false_negative": 0.06985882308048755, "mask_rcnn/false_positive": 0.13335322572598646, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.7370200017467141, "total_loss": 1.5729748150915839} {"data_time": 0.010783742181956768, "eta_seconds": 109599.1370572038, "iteration": 119759, "loss_fcos_cls": 0.26713988662231714, "loss_fcos_ctr": 0.6214626519940794, "loss_fcos_loc": 0.18812671769410372, "loss_mask": 0.2585515542887151, "loss_maskiou": 0.005240325030172244, "loss_sem_seg": 0.24622069811448455, "lr": 0.01, "mask_rcnn/accuracy": 0.8840539801191795, "mask_rcnn/false_negative": 0.0933034923830489, "mask_rcnn/false_positive": 0.1591408617182965, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 38.75, "time": 0.7156908521428704, "total_loss": 1.5955283002112992} {"data_time": 0.01118982583284378, "eta_seconds": 109494.93359775469, "iteration": 119779, "loss_fcos_cls": 0.24603958684019744, "loss_fcos_ctr": 0.6220640963874757, "loss_fcos_loc": 0.19362692721188068, "loss_mask": 0.26906195376068354, "loss_maskiou": 0.005080521586933173, "loss_sem_seg": 0.30586112244054675, "lr": 0.01, "mask_rcnn/accuracy": 0.8679348042998164, "mask_rcnn/false_negative": 0.09827424179991509, "mask_rcnn/false_positive": 0.16152122592180485, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.7220011167228222, "total_loss": 1.6396092693976243} {"data_time": 0.009750694036483765, "eta_seconds": 109443.40189732611, "iteration": 119799, "loss_fcos_cls": 0.24439821974374354, "loss_fcos_ctr": 0.6182396356016397, "loss_fcos_loc": 0.18720417143777013, "loss_mask": 0.25108534190803766, "loss_maskiou": 0.005475573576404713, "loss_sem_seg": 0.26285551162436604, "lr": 0.01, "mask_rcnn/accuracy": 0.8751133786848073, "mask_rcnn/false_negative": 0.10769312128880437, "mask_rcnn/false_positive": 0.1528553535549393, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.25, "time": 0.7252839943394065, "total_loss": 1.5799319834986818} {"data_time": 0.009737706743180752, "eta_seconds": 109416.80167208333, "iteration": 119819, "loss_fcos_cls": 0.24802291602827609, "loss_fcos_ctr": 0.6165249943733215, "loss_fcos_loc": 0.18127598392311484, "loss_mask": 0.2622147100046277, "loss_maskiou": 0.005489519942784682, "loss_sem_seg": 0.2511999113485217, "lr": 0.01, "mask_rcnn/accuracy": 0.8898308317001327, "mask_rcnn/false_negative": 0.09025041106162424, "mask_rcnn/false_positive": 0.1415059306254623, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.25, "time": 0.727091514505446, "total_loss": 1.5523925939633045} {"data_time": 0.010385253466665745, "eta_seconds": 109384.16264304332, "iteration": 119839, "loss_fcos_cls": 0.24738840316422284, "loss_fcos_ctr": 0.6197881512343884, "loss_fcos_loc": 0.19359983911272138, "loss_mask": 0.2637128718197346, "loss_maskiou": 0.005343990502296947, "loss_sem_seg": 0.24336613295599818, "lr": 0.01, "mask_rcnn/accuracy": 0.8781301172837893, "mask_rcnn/false_negative": 0.06943245349198301, "mask_rcnn/false_positive": 0.17106263694991525, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.7097021071240306, "total_loss": 1.589102858226397} {"data_time": 0.010608815588057041, "eta_seconds": 109334.40641962923, "iteration": 119859, "loss_fcos_cls": 0.2528255593497306, "loss_fcos_ctr": 0.6178979799151421, "loss_fcos_loc": 0.19304849673062563, "loss_mask": 0.27473851200193167, "loss_maskiou": 0.006548557154019363, "loss_sem_seg": 0.2670963420532644, "lr": 0.01, "mask_rcnn/accuracy": 0.8832054280045352, "mask_rcnn/false_negative": 0.09281832078355885, "mask_rcnn/false_positive": 0.1478899128720877, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.75, "time": 0.715160921216011, "total_loss": 1.6127739033472608} {"data_time": 0.009765908122062683, "eta_seconds": 109258.18242869154, "iteration": 119879, "loss_fcos_cls": 0.23236006638035178, "loss_fcos_ctr": 0.6215674579143524, "loss_fcos_loc": 0.19190730806440115, "loss_mask": 0.2682238817214966, "loss_maskiou": 0.005696038904716261, "loss_sem_seg": 0.2984562520869076, "lr": 0.01, "mask_rcnn/accuracy": 0.8933319160997732, "mask_rcnn/false_negative": 0.09208689289037084, "mask_rcnn/false_positive": 0.11259472997772417, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.0, "time": 0.7160716187208891, "total_loss": 1.6136888010805706} {"data_time": 0.009604576043784618, "eta_seconds": 109199.19464085903, "iteration": 119899, "loss_fcos_cls": 0.2439326432067901, "loss_fcos_ctr": 0.6183803277090192, "loss_fcos_loc": 0.18966874002944678, "loss_mask": 0.2501021372154355, "loss_maskiou": 0.005069692482720711, "loss_sem_seg": 0.3032283899374306, "lr": 0.01, "mask_rcnn/accuracy": 0.9006683053293223, "mask_rcnn/false_negative": 0.08648191482675202, "mask_rcnn/false_positive": 0.09916249864606635, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7282342528924346, "total_loss": 1.608788497367641} {"data_time": 0.009588942863047123, "eta_seconds": 109136.81142703537, "iteration": 119919, "loss_fcos_cls": 0.24000680004246533, "loss_fcos_ctr": 0.6213803021237254, "loss_fcos_loc": 0.191821119049564, "loss_mask": 0.25663742888718843, "loss_maskiou": 0.005035300833696965, "loss_sem_seg": 0.2748408012557775, "lr": 0.01, "mask_rcnn/accuracy": 0.884931586270872, "mask_rcnn/false_negative": 0.07686009501032638, "mask_rcnn/false_positive": 0.15595405129328774, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.75, "time": 0.7037838930264115, "total_loss": 1.596532649549772} {"data_time": 0.009187855757772923, "eta_seconds": 109140.26943294145, "iteration": 119939, "loss_fcos_cls": 0.24389754328876734, "loss_fcos_ctr": 0.6216093013063073, "loss_fcos_loc": 0.1953940170351416, "loss_mask": 0.2525249244645238, "loss_maskiou": 0.005072227111668326, "loss_sem_seg": 0.2702193488366902, "lr": 0.01, "mask_rcnn/accuracy": 0.902202850616991, "mask_rcnn/false_negative": 0.08869363110813606, "mask_rcnn/false_positive": 0.12914280682971874, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.75783671438694, "total_loss": 1.5791387848294107} {"data_time": 0.009584194049239159, "eta_seconds": 109107.72398454044, "iteration": 119959, "loss_fcos_cls": 0.2432654534932226, "loss_fcos_ctr": 0.6197536047548056, "loss_fcos_loc": 0.19039554661139846, "loss_mask": 0.24884341191500425, "loss_maskiou": 0.005157229948963504, "loss_sem_seg": 0.23758090008050203, "lr": 0.01, "mask_rcnn/accuracy": 0.9029876373626373, "mask_rcnn/false_negative": 0.08622177593701488, "mask_rcnn/false_positive": 0.1067280284237746, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 39.75, "time": 0.7371175857260823, "total_loss": 1.578671420342289} {"data_time": 0.00995781272649765, "eta_seconds": 109111.17719193734, "iteration": 119979, "loss_fcos_cls": 0.250549174612388, "loss_fcos_ctr": 0.6218592096120119, "loss_fcos_loc": 0.20198923768475652, "loss_mask": 0.27229840867221355, "loss_maskiou": 0.005956250854069367, "loss_sem_seg": 0.26876349514350295, "lr": 0.01, "mask_rcnn/accuracy": 0.8836581263643638, "mask_rcnn/false_negative": 0.1048201368207555, "mask_rcnn/false_positive": 0.12718638454110423, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.75, "time": 0.735299720428884, "total_loss": 1.6191244252077013} {"data_time": 0.011008379980921745, "eta_seconds": 109109.4079710152, "iteration": 119999, "loss_fcos_cls": 0.25220417510718107, "loss_fcos_ctr": 0.6181623511947691, "loss_fcos_loc": 0.18451433617156, "loss_mask": 0.2716776505112648, "loss_maskiou": 0.005715389124816284, "loss_sem_seg": 0.28749470971524715, "lr": 0.01, "mask_rcnn/accuracy": 0.8786848072562359, "mask_rcnn/false_negative": 0.10117235644340639, "mask_rcnn/false_positive": 0.13571082195108403, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.75, "time": 0.7374504106119275, "total_loss": 1.6083480587767554} {"data_time": 0.010069897398352623, "eta_seconds": 109082.08495093323, "iteration": 120019, "loss_fcos_cls": 0.2409046011744067, "loss_fcos_ctr": 0.6183414170518517, "loss_fcos_loc": 0.19152326724724844, "loss_mask": 0.2703495705500245, "loss_maskiou": 0.0054882400945643894, "loss_sem_seg": 0.27045612409710884, "lr": 0.01, "mask_rcnn/accuracy": 0.9184107316395946, "mask_rcnn/false_negative": 0.08934632015446412, "mask_rcnn/false_positive": 0.11988660000177981, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.25, "time": 0.7231906009837985, "total_loss": 1.6111087318931823} {"data_time": 0.010585268959403038, "eta_seconds": 109133.46700634155, "iteration": 120039, "loss_fcos_cls": 0.23476756329182535, "loss_fcos_ctr": 0.6167756710201502, "loss_fcos_loc": 0.18730913160834461, "loss_mask": 0.2611126843839884, "loss_maskiou": 0.006071019553928636, "loss_sem_seg": 0.2742155669257045, "lr": 0.01, "mask_rcnn/accuracy": 0.9015396252840759, "mask_rcnn/false_negative": 0.07521114795997788, "mask_rcnn/false_positive": 0.1382573961209427, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.0, "time": 0.7267959332093596, "total_loss": 1.5896019965293817} {"data_time": 0.009596643038094044, "eta_seconds": 109082.7938764235, "iteration": 120059, "loss_fcos_cls": 0.2590047783451155, "loss_fcos_ctr": 0.6189240529201925, "loss_fcos_loc": 0.19379444085643627, "loss_mask": 0.26340669579803944, "loss_maskiou": 0.005126278188981814, "loss_sem_seg": 0.27026909915730357, "lr": 0.01, "mask_rcnn/accuracy": 0.8845389142499105, "mask_rcnn/false_negative": 0.09266947666553414, "mask_rcnn/false_positive": 0.14116899805432215, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 24.75, "time": 0.7282972810789943, "total_loss": 1.6517140674113762} {"data_time": 0.010354074649512768, "eta_seconds": 109143.45017244946, "iteration": 120079, "loss_fcos_cls": 0.24227567773777992, "loss_fcos_ctr": 0.6204582611098886, "loss_fcos_loc": 0.19286368158645928, "loss_mask": 0.2678154995664954, "loss_maskiou": 0.005356265006412286, "loss_sem_seg": 0.2578275161795318, "lr": 0.01, "mask_rcnn/accuracy": 0.8860854918890633, "mask_rcnn/false_negative": 0.0825607973752108, "mask_rcnn/false_positive": 0.15618065786525157, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7343882042914629, "total_loss": 1.6056452395496308} {"data_time": 0.01008649542927742, "eta_seconds": 109053.69368531462, "iteration": 120099, "loss_fcos_cls": 0.25334749300964177, "loss_fcos_ctr": 0.6210038387216628, "loss_fcos_loc": 0.1973264303524047, "loss_mask": 0.25593146262690425, "loss_maskiou": 0.004930991075525526, "loss_sem_seg": 0.28435847419314086, "lr": 0.01, "mask_rcnn/accuracy": 0.8743900801655707, "mask_rcnn/false_negative": 0.09275677737051222, "mask_rcnn/false_positive": 0.15491017286057032, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.75, "time": 0.7248440627008677, "total_loss": 1.5980251736036735} {"data_time": 0.009905105456709862, "eta_seconds": 109114.32991573494, "iteration": 120119, "loss_fcos_cls": 0.23245511075947434, "loss_fcos_ctr": 0.6171137914061546, "loss_fcos_loc": 0.18767207558266819, "loss_mask": 0.26206682808697224, "loss_maskiou": 0.005776591307949275, "loss_sem_seg": 0.29688688833266497, "lr": 0.01, "mask_rcnn/accuracy": 0.8935077969872216, "mask_rcnn/false_negative": 0.0898863610672854, "mask_rcnn/false_positive": 0.12424051204120982, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.5, "time": 0.7478902889415622, "total_loss": 1.6095538617701095} {"data_time": 0.010638592764735222, "eta_seconds": 109024.59349420574, "iteration": 120139, "loss_fcos_cls": 0.25327851390466094, "loss_fcos_ctr": 0.6233609677292407, "loss_fcos_loc": 0.20345186651684344, "loss_mask": 0.27057166770100594, "loss_maskiou": 0.005774745251983404, "loss_sem_seg": 0.304317947011441, "lr": 0.01, "mask_rcnn/accuracy": 0.8618926141885326, "mask_rcnn/false_negative": 0.09524128783383892, "mask_rcnn/false_positive": 0.15841786726772192, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 23.5, "time": 0.7216917704790831, "total_loss": 1.6692734865064267} {"data_time": 0.010892434045672417, "eta_seconds": 108993.02537839673, "iteration": 120159, "loss_fcos_cls": 0.2604470457881689, "loss_fcos_ctr": 0.6209749458357692, "loss_fcos_loc": 0.19984614034183323, "loss_mask": 0.2670051297172904, "loss_maskiou": 0.005872500296391081, "loss_sem_seg": 0.2854390870779753, "lr": 0.01, "mask_rcnn/accuracy": 0.8969310115350488, "mask_rcnn/false_negative": 0.09466112525740401, "mask_rcnn/false_positive": 0.1224153140012989, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7208526702597737, "total_loss": 1.6606401808166993} {"data_time": 0.010113665834069252, "eta_seconds": 108964.47680607159, "iteration": 120179, "loss_fcos_cls": 0.24483321537263691, "loss_fcos_ctr": 0.6206312035210431, "loss_fcos_loc": 0.19563664495944977, "loss_mask": 0.27927322080358863, "loss_maskiou": 0.006000656510877889, "loss_sem_seg": 0.28289459832012653, "lr": 0.01, "mask_rcnn/accuracy": 0.8861606057131739, "mask_rcnn/false_negative": 0.09644408660333553, "mask_rcnn/false_positive": 0.12972465164671373, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7338092438876629, "total_loss": 1.6371331064437982} {"data_time": 0.010905210860073566, "eta_seconds": 108966.31512442231, "iteration": 120199, "loss_fcos_cls": 0.2523679776350036, "loss_fcos_ctr": 0.6207574000582099, "loss_fcos_loc": 0.19186228793114424, "loss_mask": 0.2764258738607168, "loss_maskiou": 0.005904565638047643, "loss_sem_seg": 0.2864266401156783, "lr": 0.01, "mask_rcnn/accuracy": 0.8800702610507193, "mask_rcnn/false_negative": 0.10082369892163327, "mask_rcnn/false_positive": 0.13642844586709765, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.0, "time": 0.7308212220668793, "total_loss": 1.617789494455792} {"data_time": 0.009529650211334229, "eta_seconds": 108999.20805987809, "iteration": 120219, "loss_fcos_cls": 0.2519375497940928, "loss_fcos_ctr": 0.6178013673052192, "loss_fcos_loc": 0.1941610707435757, "loss_mask": 0.2664890030864626, "loss_maskiou": 0.004816801199922338, "loss_sem_seg": 0.28670298866927624, "lr": 0.01, "mask_rcnn/accuracy": 0.8749088921282799, "mask_rcnn/false_negative": 0.1077866071436363, "mask_rcnn/false_positive": 0.15135780695630546, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 28.0, "time": 0.7344149947166443, "total_loss": 1.6302487601642497} {"data_time": 0.00986405462026596, "eta_seconds": 108984.65358259995, "iteration": 120239, "loss_fcos_cls": 0.25093079055659473, "loss_fcos_ctr": 0.6193291023373604, "loss_fcos_loc": 0.18134855246171355, "loss_mask": 0.2544278986752033, "loss_maskiou": 0.005155765407835133, "loss_sem_seg": 0.290696217212826, "lr": 0.01, "mask_rcnn/accuracy": 0.8817090086463402, "mask_rcnn/false_negative": 0.10190356566425421, "mask_rcnn/false_positive": 0.12623406373155105, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7211325000971556, "total_loss": 1.6216134629939916} {"data_time": 0.010736844502389431, "eta_seconds": 108970.0991053218, "iteration": 120259, "loss_fcos_cls": 0.2516568851424381, "loss_fcos_ctr": 0.6172663923352957, "loss_fcos_loc": 0.1870109469164163, "loss_mask": 0.27570650703273714, "loss_maskiou": 0.0057823773167910986, "loss_sem_seg": 0.27935080509632826, "lr": 0.01, "mask_rcnn/accuracy": 0.8781888881082094, "mask_rcnn/false_negative": 0.10456468776345011, "mask_rcnn/false_positive": 0.13116391755772655, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7327177142724395, "total_loss": 1.6233039564540377} {"data_time": 0.009853954426944256, "eta_seconds": 108891.74703066889, "iteration": 120279, "loss_fcos_cls": 0.2521850244374946, "loss_fcos_ctr": 0.6196644585579634, "loss_fcos_loc": 0.1854557665064931, "loss_mask": 0.2385978396050632, "loss_maskiou": 0.005700602276192512, "loss_sem_seg": 0.32074608746916056, "lr": 0.01, "mask_rcnn/accuracy": 0.8875933896285787, "mask_rcnn/false_negative": 0.09659122929600882, "mask_rcnn/false_positive": 0.1270339354706212, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 39.0, "time": 0.7256909348070621, "total_loss": 1.6669933054618014} {"data_time": 0.010206161066889763, "eta_seconds": 108983.28876051959, "iteration": 120299, "loss_fcos_cls": 0.24415113357827067, "loss_fcos_ctr": 0.6184096885845065, "loss_fcos_loc": 0.18872733507305384, "loss_mask": 0.2638945635408163, "loss_maskiou": 0.005400513648055494, "loss_sem_seg": 0.2988800082821399, "lr": 0.01, "mask_rcnn/accuracy": 0.8681837487365862, "mask_rcnn/false_negative": 0.10516560431455613, "mask_rcnn/false_positive": 0.15665097421720625, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.25, "time": 0.7371527934446931, "total_loss": 1.6088422051934685} {"data_time": 0.01049214880913496, "eta_seconds": 108893.64263421576, "iteration": 120319, "loss_fcos_cls": 0.25246890739072114, "loss_fcos_ctr": 0.6191085744649172, "loss_fcos_loc": 0.1898340069456026, "loss_mask": 0.2723053265362978, "loss_maskiou": 0.005667351739248261, "loss_sem_seg": 0.280290394090116, "lr": 0.01, "mask_rcnn/accuracy": 0.8835419412988916, "mask_rcnn/false_negative": 0.10869421197020954, "mask_rcnn/false_positive": 0.11512624416180058, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.7088019857183099, "total_loss": 1.5979781977221137} {"data_time": 0.009824701584875584, "eta_seconds": 108947.25818989892, "iteration": 120339, "loss_fcos_cls": 0.23947050468996167, "loss_fcos_ctr": 0.6211996981874108, "loss_fcos_loc": 0.19336170703172684, "loss_mask": 0.2629035380668938, "loss_maskiou": 0.005633275279251393, "loss_sem_seg": 0.29083562875166535, "lr": 0.01, "mask_rcnn/accuracy": 0.8966262755102041, "mask_rcnn/false_negative": 0.07117080317698248, "mask_rcnn/false_positive": 0.13329224277946114, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.725102580152452, "total_loss": 1.6383545530334231} {"data_time": 0.010693671181797981, "eta_seconds": 108939.6083754478, "iteration": 120359, "loss_fcos_cls": 0.2595913805998862, "loss_fcos_ctr": 0.6193278981372714, "loss_fcos_loc": 0.19099111715331674, "loss_mask": 0.27667840709909797, "loss_maskiou": 0.005805938089906704, "loss_sem_seg": 0.2749007111415267, "lr": 0.01, "mask_rcnn/accuracy": 0.8777695324705224, "mask_rcnn/false_negative": 0.08274842672911079, "mask_rcnn/false_positive": 0.15578942356229486, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7321563567966223, "total_loss": 1.630669056728948} {"data_time": 0.01081768237054348, "eta_seconds": 108862.86633109301, "iteration": 120379, "loss_fcos_cls": 0.2492775730206631, "loss_fcos_ctr": 0.6167122730985284, "loss_fcos_loc": 0.1818689696956426, "loss_mask": 0.2677430082112551, "loss_maskiou": 0.005662806790496688, "loss_sem_seg": 0.3066993593238294, "lr": 0.01, "mask_rcnn/accuracy": 0.8708373796961966, "mask_rcnn/false_negative": 0.10189458639214398, "mask_rcnn/false_positive": 0.1677558720109646, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7219974361360073, "total_loss": 1.6323957636777777} {"data_time": 0.010686426423490047, "eta_seconds": 108874.94529768359, "iteration": 120399, "loss_fcos_cls": 0.2515374388312921, "loss_fcos_ctr": 0.6180042936466634, "loss_fcos_loc": 0.1999416091130115, "loss_mask": 0.27818243484944105, "loss_maskiou": 0.005713655416911934, "loss_sem_seg": 0.29357980261556804, "lr": 0.01, "mask_rcnn/accuracy": 0.8852445740200843, "mask_rcnn/false_negative": 0.08873126598902888, "mask_rcnn/false_positive": 0.12728967794214624, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7274561440572143, "total_loss": 1.6671175654701074} {"data_time": 0.010339658707380295, "eta_seconds": 108895.92799037602, "iteration": 120419, "loss_fcos_cls": 0.25646364607382566, "loss_fcos_ctr": 0.6188466204330325, "loss_fcos_loc": 0.19009836809709668, "loss_mask": 0.2675828132778406, "loss_maskiou": 0.0058607855389709584, "loss_sem_seg": 0.25425047241151333, "lr": 0.01, "mask_rcnn/accuracy": 0.8889721300166653, "mask_rcnn/false_negative": 0.07996802757722118, "mask_rcnn/false_positive": 0.13720156982941226, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7343137497082353, "total_loss": 1.5949696399475215} {"data_time": 0.010194861330091953, "eta_seconds": 108871.2022331329, "iteration": 120439, "loss_fcos_cls": 0.2403922313824296, "loss_fcos_ctr": 0.620000347495079, "loss_fcos_loc": 0.1923169331275858, "loss_mask": 0.2576418621465564, "loss_maskiou": 0.0052904001786373556, "loss_sem_seg": 0.29548804415389895, "lr": 0.01, "mask_rcnn/accuracy": 0.8965512280493593, "mask_rcnn/false_negative": 0.08664049163520982, "mask_rcnn/false_positive": 0.10644656480498907, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.25, "time": 0.7277933554723859, "total_loss": 1.6109584305340832} {"data_time": 0.010137645527720451, "eta_seconds": 108856.64346417133, "iteration": 120459, "loss_fcos_cls": 0.24502445571124554, "loss_fcos_ctr": 0.6192960403859615, "loss_fcos_loc": 0.18949546245858073, "loss_mask": 0.26058992510661483, "loss_maskiou": 0.005017982744902838, "loss_sem_seg": 0.2891378728672862, "lr": 0.01, "mask_rcnn/accuracy": 0.886242948014085, "mask_rcnn/false_negative": 0.10482098880645188, "mask_rcnn/false_positive": 0.1208487739323049, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7440971359610558, "total_loss": 1.6117700280447025} {"data_time": 0.009827911853790283, "eta_seconds": 108830.99018734414, "iteration": 120479, "loss_fcos_cls": 0.25495931738987565, "loss_fcos_ctr": 0.6195025965571404, "loss_fcos_loc": 0.19187377311754972, "loss_mask": 0.27460336731746793, "loss_maskiou": 0.005921793734160019, "loss_sem_seg": 0.2838331498205662, "lr": 0.01, "mask_rcnn/accuracy": 0.8633989310009718, "mask_rcnn/false_negative": 0.0909349028987854, "mask_rcnn/false_positive": 0.16337778422350463, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.0, "time": 0.7286053318530321, "total_loss": 1.6172801491047721} {"data_time": 0.010209127329289913, "eta_seconds": 108827.52592624817, "iteration": 120499, "loss_fcos_cls": 0.2452541410457343, "loss_fcos_ctr": 0.6213602488860488, "loss_fcos_loc": 0.19628778123296797, "loss_mask": 0.2668490670621395, "loss_maskiou": 0.0054732136995880865, "loss_sem_seg": 0.302275946829468, "lr": 0.01, "mask_rcnn/accuracy": 0.8832807030579222, "mask_rcnn/false_negative": 0.11531473656611946, "mask_rcnn/false_positive": 0.12061390621265493, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7221450731158257, "total_loss": 1.6164644387026783} {"data_time": 0.009918705560266972, "eta_seconds": 108781.98833278567, "iteration": 120519, "loss_fcos_cls": 0.23983252444304526, "loss_fcos_ctr": 0.6219296832568944, "loss_fcos_loc": 0.19808652997016907, "loss_mask": 0.2723926892504096, "loss_maskiou": 0.005567666608840227, "loss_sem_seg": 0.2943938982207328, "lr": 0.01, "mask_rcnn/accuracy": 0.87238824101069, "mask_rcnn/false_negative": 0.1085735180475938, "mask_rcnn/false_positive": 0.14201826212922197, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.73129509575665, "total_loss": 1.6075070893202792} {"data_time": 0.01074038352817297, "eta_seconds": 108677.6214053221, "iteration": 120539, "loss_fcos_cls": 0.2521326111163944, "loss_fcos_ctr": 0.6217988738790154, "loss_fcos_loc": 0.19768906832905486, "loss_mask": 0.2662793751806021, "loss_maskiou": 0.005575488248723559, "loss_sem_seg": 0.25217732694000006, "lr": 0.01, "mask_rcnn/accuracy": 0.8839035300837127, "mask_rcnn/false_negative": 0.08980873709808604, "mask_rcnn/false_positive": 0.1544144431415672, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.25, "time": 0.7161753615364432, "total_loss": 1.602298502533813} {"data_time": 0.009610745124518871, "eta_seconds": 108716.63426873367, "iteration": 120559, "loss_fcos_cls": 0.25038253515958786, "loss_fcos_ctr": 0.6167018953710794, "loss_fcos_loc": 0.1954785770503804, "loss_mask": 0.2678676121868193, "loss_maskiou": 0.005217950609221589, "loss_sem_seg": 0.2805143645964563, "lr": 0.01, "mask_rcnn/accuracy": 0.8759847703126195, "mask_rcnn/false_negative": 0.09389594337006071, "mask_rcnn/false_positive": 0.14548316041378828, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.0, "time": 0.7361248517408967, "total_loss": 1.625895780933206} {"data_time": 0.010341494344174862, "eta_seconds": 108645.86698175501, "iteration": 120579, "loss_fcos_cls": 0.24107756011653692, "loss_fcos_ctr": 0.6207986827939749, "loss_fcos_loc": 0.19765919022029266, "loss_mask": 0.2631837734952569, "loss_maskiou": 0.005743550194893032, "loss_sem_seg": 0.2650771551998332, "lr": 0.01, "mask_rcnn/accuracy": 0.8681401366937753, "mask_rcnn/false_negative": 0.09924525761798161, "mask_rcnn/false_positive": 0.15215890200355192, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.5, "time": 0.7160450937226415, "total_loss": 1.5868829778337386} {"data_time": 0.010441157035529613, "eta_seconds": 108592.40810250677, "iteration": 120599, "loss_fcos_cls": 0.2515586972585879, "loss_fcos_ctr": 0.6190937953069806, "loss_fcos_loc": 0.1872790497727692, "loss_mask": 0.25763147696852684, "loss_maskiou": 0.005395958141889423, "loss_sem_seg": 0.26616591215133667, "lr": 0.01, "mask_rcnn/accuracy": 0.8914668603990761, "mask_rcnn/false_negative": 0.0876341672305252, "mask_rcnn/false_positive": 0.14120174704262378, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.5, "time": 0.7252393085509539, "total_loss": 1.5880871850749827} {"data_time": 0.010364524088799953, "eta_seconds": 108566.33757996932, "iteration": 120619, "loss_fcos_cls": 0.25922753172926605, "loss_fcos_ctr": 0.6200727852992713, "loss_fcos_loc": 0.18803492898587137, "loss_mask": 0.259870242793113, "loss_maskiou": 0.005280718116409844, "loss_sem_seg": 0.25611645774915814, "lr": 0.01, "mask_rcnn/accuracy": 0.885753058325603, "mask_rcnn/false_negative": 0.07355834830143836, "mask_rcnn/false_positive": 0.14233496204762014, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 26.0, "time": 0.7451169872656465, "total_loss": 1.5965776743978495} {"data_time": 0.010599572211503983, "eta_seconds": 108546.53646992706, "iteration": 120639, "loss_fcos_cls": 0.25829272298142314, "loss_fcos_ctr": 0.6221627779304981, "loss_fcos_loc": 0.20228842773940414, "loss_mask": 0.26080650743097067, "loss_maskiou": 0.005314952519256622, "loss_sem_seg": 0.2781647623050958, "lr": 0.01, "mask_rcnn/accuracy": 0.8847328116639914, "mask_rcnn/false_negative": 0.08478196790566403, "mask_rcnn/false_positive": 0.14457195801852402, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.5, "time": 0.7252486161887646, "total_loss": 1.635913016019913} {"data_time": 0.010822935961186886, "eta_seconds": 108532.00168019347, "iteration": 120659, "loss_fcos_cls": 0.24510335898958147, "loss_fcos_ctr": 0.6205638633109629, "loss_fcos_loc": 0.19161910912953317, "loss_mask": 0.26751830615103245, "loss_maskiou": 0.006094799522543326, "loss_sem_seg": 0.27915243129245937, "lr": 0.01, "mask_rcnn/accuracy": 0.8754613042487467, "mask_rcnn/false_negative": 0.09575292388643063, "mask_rcnn/false_positive": 0.15237938077568622, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7549064103513956, "total_loss": 1.633859523164574} {"data_time": 0.009976129978895187, "eta_seconds": 108431.05460435711, "iteration": 120679, "loss_fcos_cls": 0.24710376211442053, "loss_fcos_ctr": 0.6183140254579484, "loss_fcos_loc": 0.1905017748940736, "loss_mask": 0.2604968883097172, "loss_maskiou": 0.0053096400370122865, "loss_sem_seg": 0.25153481180313975, "lr": 0.01, "mask_rcnn/accuracy": 0.893354809872667, "mask_rcnn/false_negative": 0.08145208779254035, "mask_rcnn/false_positive": 0.12151180110960078, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 38.0, "time": 0.7188064223155379, "total_loss": 1.5867255449484219} {"data_time": 0.009988324716687202, "eta_seconds": 108508.19560069218, "iteration": 120699, "loss_fcos_cls": 0.24854957195930183, "loss_fcos_ctr": 0.618849310092628, "loss_fcos_loc": 0.19079313520342112, "loss_mask": 0.2615457125939429, "loss_maskiou": 0.005348169237549882, "loss_sem_seg": 0.2734343691263348, "lr": 0.01, "mask_rcnn/accuracy": 0.8983141636521412, "mask_rcnn/false_negative": 0.08186476693522224, "mask_rcnn/false_positive": 0.12585583413693346, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.7410107078030705, "total_loss": 1.642498166213045} {"data_time": 0.009300150908529758, "eta_seconds": 108467.47209153324, "iteration": 120719, "loss_fcos_cls": 0.23855559958610684, "loss_fcos_ctr": 0.6194417178630829, "loss_fcos_loc": 0.18550878658425063, "loss_mask": 0.25606638565659523, "loss_maskiou": 0.005150198285264196, "loss_sem_seg": 0.2992936479859054, "lr": 0.01, "mask_rcnn/accuracy": 0.8852832374112253, "mask_rcnn/false_negative": 0.0945433049373666, "mask_rcnn/false_positive": 0.13228582654963114, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.722584193572402, "total_loss": 1.576383871906728} {"data_time": 0.01025444082915783, "eta_seconds": 108490.64882958122, "iteration": 120739, "loss_fcos_cls": 0.24459852813743055, "loss_fcos_ctr": 0.6180357784032822, "loss_fcos_loc": 0.18988210055977106, "loss_mask": 0.2562191905453801, "loss_maskiou": 0.005444643276860006, "loss_sem_seg": 0.29957028897479177, "lr": 0.01, "mask_rcnn/accuracy": 0.896832884097035, "mask_rcnn/false_negative": 0.09170660111447385, "mask_rcnn/false_positive": 0.11474293804902971, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7465612832456827, "total_loss": 1.6049880249629496} {"data_time": 0.010289485566318035, "eta_seconds": 108526.76933214348, "iteration": 120759, "loss_fcos_cls": 0.24541961844079196, "loss_fcos_ctr": 0.6179148443043232, "loss_fcos_loc": 0.19025438907556236, "loss_mask": 0.2696990296244621, "loss_maskiou": 0.005846507126989309, "loss_sem_seg": 0.30201257672160864, "lr": 0.01, "mask_rcnn/accuracy": 0.8830654914022854, "mask_rcnn/false_negative": 0.09402727248777298, "mask_rcnn/false_positive": 0.16583899063611604, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.0, "time": 0.7312269201502204, "total_loss": 1.666765713100176} {"data_time": 0.00943128764629364, "eta_seconds": 108528.09815365542, "iteration": 120779, "loss_fcos_cls": 0.2460929835215211, "loss_fcos_ctr": 0.6188501492142677, "loss_fcos_loc": 0.18802896537818015, "loss_mask": 0.2649466460570693, "loss_maskiou": 0.004877542762187659, "loss_sem_seg": 0.23723921785131097, "lr": 0.01, "mask_rcnn/accuracy": 0.8828221805963765, "mask_rcnn/false_negative": 0.08167717881460239, "mask_rcnn/false_positive": 0.1534038183224984, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.25, "time": 0.7264711055904627, "total_loss": 1.577162293062429} {"data_time": 0.011270811781287193, "eta_seconds": 108578.22359523922, "iteration": 120799, "loss_fcos_cls": 0.2457414730452001, "loss_fcos_ctr": 0.6207500211894512, "loss_fcos_loc": 0.19204200332751498, "loss_mask": 0.265466907992959, "loss_maskiou": 0.0059342310996726155, "loss_sem_seg": 0.262225563172251, "lr": 0.01, "mask_rcnn/accuracy": 0.8818544772033562, "mask_rcnn/false_negative": 0.08528833098991329, "mask_rcnn/false_positive": 0.13935015946467505, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7407590886577964, "total_loss": 1.5897517333451106} {"data_time": 0.009974490851163864, "eta_seconds": 108563.66897112876, "iteration": 120819, "loss_fcos_cls": 0.2529519374947995, "loss_fcos_ctr": 0.6212980691343546, "loss_fcos_loc": 0.19376080262009054, "loss_mask": 0.2761250804178417, "loss_maskiou": 0.006262889444769826, "loss_sem_seg": 0.3066383497789502, "lr": 0.01, "mask_rcnn/accuracy": 0.8687670373630134, "mask_rcnn/false_negative": 0.0950423367227198, "mask_rcnn/false_positive": 0.15603643393039912, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7285582441836596, "total_loss": 1.6625489634825499} {"data_time": 0.010348852723836899, "eta_seconds": 108534.21077488735, "iteration": 120839, "loss_fcos_cls": 0.24829045869410038, "loss_fcos_ctr": 0.6178878005594015, "loss_fcos_loc": 0.1916858535259962, "loss_mask": 0.2763432655483484, "loss_maskiou": 0.005760273246437464, "loss_sem_seg": 0.2924249432981014, "lr": 0.01, "mask_rcnn/accuracy": 0.8719456306867703, "mask_rcnn/false_negative": 0.09408302016834419, "mask_rcnn/false_positive": 0.15270159085444185, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7189132012426853, "total_loss": 1.6329971469967859} {"data_time": 0.01021529734134674, "eta_seconds": 108581.53321048059, "iteration": 120859, "loss_fcos_cls": 0.2558900914154947, "loss_fcos_ctr": 0.6196201276034117, "loss_fcos_loc": 0.20122720068320632, "loss_mask": 0.26038981042802334, "loss_maskiou": 0.005497284691955429, "loss_sem_seg": 0.29512152587994933, "lr": 0.01, "mask_rcnn/accuracy": 0.8885722537960332, "mask_rcnn/false_negative": 0.09034453880495996, "mask_rcnn/false_positive": 0.13665068385673387, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.5, "time": 0.7283614240586758, "total_loss": 1.6337446393372375} {"data_time": 0.009473811835050583, "eta_seconds": 108608.83994985837, "iteration": 120879, "loss_fcos_cls": 0.24293882632628083, "loss_fcos_ctr": 0.6189931202679873, "loss_fcos_loc": 0.18675569514743984, "loss_mask": 0.26909597869962454, "loss_maskiou": 0.005440060791443102, "loss_sem_seg": 0.2558793509379029, "lr": 0.01, "mask_rcnn/accuracy": 0.8723664900323063, "mask_rcnn/false_negative": 0.10048309454586493, "mask_rcnn/false_positive": 0.16141902358776383, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.25, "time": 0.7176294587552547, "total_loss": 1.5729279285442317} {"data_time": 0.009761858731508255, "eta_seconds": 108644.71110534761, "iteration": 120899, "loss_fcos_cls": 0.2513875770382583, "loss_fcos_ctr": 0.6195327546447515, "loss_fcos_loc": 0.18744401237927377, "loss_mask": 0.2739505087956786, "loss_maskiou": 0.006367968017002568, "loss_sem_seg": 0.29585303156636655, "lr": 0.01, "mask_rcnn/accuracy": 0.8850795083104164, "mask_rcnn/false_negative": 0.10331371364150946, "mask_rcnn/false_positive": 0.12563465853200217, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7303256299346685, "total_loss": 1.6566980280913413} {"data_time": 0.009650983847677708, "eta_seconds": 108707.92250728793, "iteration": 120919, "loss_fcos_cls": 0.2447772704763338, "loss_fcos_ctr": 0.6194015331566334, "loss_fcos_loc": 0.19191665877588093, "loss_mask": 0.26039688661694527, "loss_maskiou": 0.006099275335145649, "loss_sem_seg": 0.26226631086319685, "lr": 0.01, "mask_rcnn/accuracy": 0.8913493918193166, "mask_rcnn/false_negative": 0.08048111829894093, "mask_rcnn/false_positive": 0.13561489492361228, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.5, "time": 0.7160773724317551, "total_loss": 1.6038872227018146} {"data_time": 0.010146507062017918, "eta_seconds": 108546.21794594452, "iteration": 120939, "loss_fcos_cls": 0.2488715318031609, "loss_fcos_ctr": 0.6174755902029574, "loss_fcos_loc": 0.18737805751152337, "loss_mask": 0.25353172328323126, "loss_maskiou": 0.004961178623489104, "loss_sem_seg": 0.24646646017208695, "lr": 0.01, "mask_rcnn/accuracy": 0.8784427641760468, "mask_rcnn/false_negative": 0.09505743056428317, "mask_rcnn/false_positive": 0.13756091724513697, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.7102347686886787, "total_loss": 1.551160367729608} {"data_time": 0.010355050675570965, "eta_seconds": 108481.6153484257, "iteration": 120959, "loss_fcos_cls": 0.23298837849870324, "loss_fcos_ctr": 0.6216815141960979, "loss_fcos_loc": 0.19459552899934351, "loss_mask": 0.2601220440119505, "loss_maskiou": 0.0052109780663158745, "loss_sem_seg": 0.2618604404851794, "lr": 0.01, "mask_rcnn/accuracy": 0.8734584842861981, "mask_rcnn/false_negative": 0.11830528695924863, "mask_rcnn/false_positive": 0.1444459984597682, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7181542655453086, "total_loss": 1.5956267589790514} {"data_time": 0.01065102405846119, "eta_seconds": 108432.34239435568, "iteration": 120979, "loss_fcos_cls": 0.25287782633677125, "loss_fcos_ctr": 0.621586007764563, "loss_fcos_loc": 0.19533976743696257, "loss_mask": 0.255870652385056, "loss_maskiou": 0.00507262538667419, "loss_sem_seg": 0.2889483026228845, "lr": 0.01, "mask_rcnn/accuracy": 0.8931483854569332, "mask_rcnn/false_negative": 0.07922636711510334, "mask_rcnn/false_positive": 0.1354834203619266, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.25, "time": 0.7260921085253358, "total_loss": 1.6480117739047273} {"data_time": 0.010734567418694496, "eta_seconds": 108370.55911011156, "iteration": 120999, "loss_fcos_cls": 0.25567860901355743, "loss_fcos_ctr": 0.6171558704227209, "loss_fcos_loc": 0.18428730382584035, "loss_mask": 0.2730247275903821, "loss_maskiou": 0.006183220379170962, "loss_sem_seg": 0.2916976008564234, "lr": 0.01, "mask_rcnn/accuracy": 0.8902086690721012, "mask_rcnn/false_negative": 0.07560515261108802, "mask_rcnn/false_positive": 0.114693057518608, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.75, "time": 0.7180745312944055, "total_loss": 1.6495045434712665} {"data_time": 0.010273418389260769, "eta_seconds": 108437.94349356089, "iteration": 121019, "loss_fcos_cls": 0.26038035145029426, "loss_fcos_ctr": 0.6168436333537102, "loss_fcos_loc": 0.18779574218206108, "loss_mask": 0.2551101054996252, "loss_maskiou": 0.005791686417069286, "loss_sem_seg": 0.2927386690862477, "lr": 0.01, "mask_rcnn/accuracy": 0.8829263848396501, "mask_rcnn/false_negative": 0.079559911242227, "mask_rcnn/false_positive": 0.154274605666192, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.75, "time": 0.7405252419412136, "total_loss": 1.6170737066640868} {"data_time": 0.009283953346312046, "eta_seconds": 108450.48490064032, "iteration": 121039, "loss_fcos_cls": 0.25669646193273365, "loss_fcos_ctr": 0.6209565456956625, "loss_fcos_loc": 0.19503904832527041, "loss_mask": 0.26900727581232786, "loss_maskiou": 0.0061337407532846555, "loss_sem_seg": 0.2727412711828947, "lr": 0.01, "mask_rcnn/accuracy": 0.8781525394248608, "mask_rcnn/false_negative": 0.10031661793483701, "mask_rcnn/false_positive": 0.14005234094271823, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.0, "time": 0.7363512963056564, "total_loss": 1.6066762099726475} {"data_time": 0.009958414360880852, "eta_seconds": 108457.49690167699, "iteration": 121059, "loss_fcos_cls": 0.2536704600788653, "loss_fcos_ctr": 0.6207142304629087, "loss_fcos_loc": 0.1976186204701662, "loss_mask": 0.26923869736492634, "loss_maskiou": 0.006103657229687087, "loss_sem_seg": 0.26060431404039264, "lr": 0.01, "mask_rcnn/accuracy": 0.884282376743801, "mask_rcnn/false_negative": 0.08052486225945701, "mask_rcnn/false_positive": 0.1463600465414833, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.7322593526914716, "total_loss": 1.5984861623146571} {"data_time": 0.009540144354104996, "eta_seconds": 108359.57926540449, "iteration": 121079, "loss_fcos_cls": 0.2411579480394721, "loss_fcos_ctr": 0.6196809392422438, "loss_fcos_loc": 0.19879429938737303, "loss_mask": 0.26074868999421597, "loss_maskiou": 0.0047867814064375125, "loss_sem_seg": 0.2799580292776227, "lr": 0.01, "mask_rcnn/accuracy": 0.8895995302883059, "mask_rcnn/false_negative": 0.09303297497792766, "mask_rcnn/false_positive": 0.13865989069466578, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 29.0, "time": 0.7219795202836394, "total_loss": 1.6427774353214772} {"data_time": 0.010141328908503056, "eta_seconds": 108383.83258113824, "iteration": 121099, "loss_fcos_cls": 0.24907774780876935, "loss_fcos_ctr": 0.6157796462066472, "loss_fcos_loc": 0.18898499966599047, "loss_mask": 0.2677664812654257, "loss_maskiou": 0.0056974928884301335, "loss_sem_seg": 0.30164155876263976, "lr": 0.01, "mask_rcnn/accuracy": 0.8868827011936851, "mask_rcnn/false_negative": 0.06810986160871507, "mask_rcnn/false_positive": 0.14883222840929733, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.25, "time": 0.728770605288446, "total_loss": 1.6513925518956967} {"data_time": 0.009734293445944786, "eta_seconds": 108345.34960947186, "iteration": 121119, "loss_fcos_cls": 0.2597348850686103, "loss_fcos_ctr": 0.6218172647058964, "loss_fcos_loc": 0.19448700034990907, "loss_mask": 0.2641565725207329, "loss_maskiou": 0.005732073957915418, "loss_sem_seg": 0.27863442432135344, "lr": 0.01, "mask_rcnn/accuracy": 0.8962310228969637, "mask_rcnn/false_negative": 0.09432976514963187, "mask_rcnn/false_positive": 0.1312894851111835, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.0, "time": 0.7323752455413342, "total_loss": 1.6134068270621356} {"data_time": 0.009322741068899632, "eta_seconds": 108354.71690492891, "iteration": 121139, "loss_fcos_cls": 0.2451093887211755, "loss_fcos_ctr": 0.6192290592007339, "loss_fcos_loc": 0.19113539473619312, "loss_mask": 0.27260037790983915, "loss_maskiou": 0.005348013793991413, "loss_sem_seg": 0.2750258934684098, "lr": 0.01, "mask_rcnn/accuracy": 0.8824960753532183, "mask_rcnn/false_negative": 0.090455630198502, "mask_rcnn/false_positive": 0.130173833159411, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.7250384297221899, "total_loss": 1.6104078724602005} {"data_time": 0.009927356615662575, "eta_seconds": 108334.55844404083, "iteration": 121159, "loss_fcos_cls": 0.24999922618735582, "loss_fcos_ctr": 0.6170395882800221, "loss_fcos_loc": 0.17979129613377154, "loss_mask": 0.2515744026750326, "loss_maskiou": 0.005341652067727409, "loss_sem_seg": 0.2886099931783974, "lr": 0.01, "mask_rcnn/accuracy": 0.8899481667667066, "mask_rcnn/false_negative": 0.10612591650597969, "mask_rcnn/false_positive": 0.11862017818928633, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.25, "time": 0.7117145303636789, "total_loss": 1.5960357912517793} {"data_time": 0.01146381814032793, "eta_seconds": 108283.5217445707, "iteration": 121179, "loss_fcos_cls": 0.24667859612964094, "loss_fcos_ctr": 0.6196457566693425, "loss_fcos_loc": 0.18932407372631133, "loss_mask": 0.2687209788709879, "loss_maskiou": 0.0060748309042537585, "loss_sem_seg": 0.2770314193330705, "lr": 0.01, "mask_rcnn/accuracy": 0.9038957197785946, "mask_rcnn/false_negative": 0.06977351373912298, "mask_rcnn/false_positive": 0.11290470928434909, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.5, "time": 0.7084566988050938, "total_loss": 1.6102774117025547} {"data_time": 0.0110303470864892, "eta_seconds": 108268.96956151258, "iteration": 121199, "loss_fcos_cls": 0.2600730871781707, "loss_fcos_ctr": 0.6219994993880391, "loss_fcos_loc": 0.20383197767660022, "loss_mask": 0.2703796857967973, "loss_maskiou": 0.0059230460319668055, "loss_sem_seg": 0.2601822249125689, "lr": 0.01, "mask_rcnn/accuracy": 0.8949474635380863, "mask_rcnn/false_negative": 0.10727942634938312, "mask_rcnn/false_positive": 0.12078055261084357, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.75, "time": 0.7299628704786301, "total_loss": 1.5845615738999186} {"data_time": 0.010152447037398815, "eta_seconds": 108202.5793970637, "iteration": 121219, "loss_fcos_cls": 0.25107667525298893, "loss_fcos_ctr": 0.6195377111434937, "loss_fcos_loc": 0.18882649089209735, "loss_mask": 0.26615977473556995, "loss_maskiou": 0.005676129323546775, "loss_sem_seg": 0.2704236041754484, "lr": 0.01, "mask_rcnn/accuracy": 0.8961688546260753, "mask_rcnn/false_negative": 0.08314955675193009, "mask_rcnn/false_positive": 0.1262953304857656, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.0, "time": 0.7184350974857807, "total_loss": 1.5998531865261612} {"data_time": 0.010104455053806305, "eta_seconds": 108167.76138460357, "iteration": 121239, "loss_fcos_cls": 0.2541146562434733, "loss_fcos_ctr": 0.6200081980787218, "loss_fcos_loc": 0.20460897200973704, "loss_mask": 0.26783109456300735, "loss_maskiou": 0.00532534034573473, "loss_sem_seg": 0.27806793758645654, "lr": 0.01, "mask_rcnn/accuracy": 0.8837694230697744, "mask_rcnn/false_negative": 0.10148556642103826, "mask_rcnn/false_positive": 0.1114922466510117, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.0, "time": 0.7041623741388321, "total_loss": 1.6583645939826965} {"data_time": 0.009833274409174919, "eta_seconds": 108086.50913988426, "iteration": 121259, "loss_fcos_cls": 0.2561560054309666, "loss_fcos_ctr": 0.6186691424809396, "loss_fcos_loc": 0.18572128628147766, "loss_mask": 0.25498204259201884, "loss_maskiou": 0.004800615373824257, "loss_sem_seg": 0.28378507564775646, "lr": 0.01, "mask_rcnn/accuracy": 0.8837641306522609, "mask_rcnn/false_negative": 0.09559367497442012, "mask_rcnn/false_positive": 0.14240843400191455, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.75, "time": 0.7162213372066617, "total_loss": 1.5863820355734788} {"data_time": 0.01003171969205141, "eta_seconds": 107964.41617329605, "iteration": 121279, "loss_fcos_cls": 0.23530354532704223, "loss_fcos_ctr": 0.6170569369569421, "loss_fcos_loc": 0.18613208504393697, "loss_mask": 0.2590853017754853, "loss_maskiou": 0.00565146237204317, "loss_sem_seg": 0.2888738363981247, "lr": 0.01, "mask_rcnn/accuracy": 0.8993682867883996, "mask_rcnn/false_negative": 0.0882663337445575, "mask_rcnn/false_positive": 0.12316920127845188, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 25.25, "time": 0.7049570828676224, "total_loss": 1.5906338195491116} {"data_time": 0.009075647220015526, "eta_seconds": 107943.33954505529, "iteration": 121299, "loss_fcos_cls": 0.2509951530955732, "loss_fcos_ctr": 0.6186286741867661, "loss_fcos_loc": 0.18775592045858502, "loss_mask": 0.2627080660313368, "loss_maskiou": 0.005164938818779774, "loss_sem_seg": 0.2820276925340295, "lr": 0.01, "mask_rcnn/accuracy": 0.8936383760564288, "mask_rcnn/false_negative": 0.08671074377640538, "mask_rcnn/false_positive": 0.13138445482832734, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 37.75, "time": 0.7311182897537947, "total_loss": 1.5908363715134328} {"data_time": 0.01027528103441, "eta_seconds": 107935.37806403823, "iteration": 121319, "loss_fcos_cls": 0.2681040992029011, "loss_fcos_ctr": 0.6187915955670178, "loss_fcos_loc": 0.1931000486947596, "loss_mask": 0.27253709034994245, "loss_maskiou": 0.005779525225079851, "loss_sem_seg": 0.27449309173971415, "lr": 0.01, "mask_rcnn/accuracy": 0.8737410728104893, "mask_rcnn/false_negative": 0.11484652165449621, "mask_rcnn/false_positive": 0.12903318145090206, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7193106142804027, "total_loss": 1.5954796885489486} {"data_time": 0.008823297917842865, "eta_seconds": 107945.35617508646, "iteration": 121339, "loss_fcos_cls": 0.2526015385519713, "loss_fcos_ctr": 0.6226320089772344, "loss_fcos_loc": 0.2001478208694607, "loss_mask": 0.25638954853639007, "loss_maskiou": 0.005736859668104444, "loss_sem_seg": 0.25287696858868003, "lr": 0.01, "mask_rcnn/accuracy": 0.8867171116566928, "mask_rcnn/false_negative": 0.09057220125407128, "mask_rcnn/false_positive": 0.14966846791209923, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.7325773192569613, "total_loss": 1.6122634174389532} {"data_time": 0.010526744648814201, "eta_seconds": 107930.8338247491, "iteration": 121359, "loss_fcos_cls": 0.23978529032319784, "loss_fcos_ctr": 0.619850286282599, "loss_fcos_loc": 0.1923789579886943, "loss_mask": 0.28527435287833214, "loss_maskiou": 0.006412246671970934, "loss_sem_seg": 0.267877995967865, "lr": 0.01, "mask_rcnn/accuracy": 0.8803049628942485, "mask_rcnn/false_negative": 0.10419660512790943, "mask_rcnn/false_positive": 0.15458156453265604, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.75, "time": 0.7321659987792373, "total_loss": 1.6095690423098858} {"data_time": 0.010143786668777466, "eta_seconds": 107994.85247491114, "iteration": 121379, "loss_fcos_cls": 0.2550081992521882, "loss_fcos_ctr": 0.6175888949073851, "loss_fcos_loc": 0.19047754362691194, "loss_mask": 0.2506593558937311, "loss_maskiou": 0.005128063394295168, "loss_sem_seg": 0.3188777342438698, "lr": 0.01, "mask_rcnn/accuracy": 0.8865324425098182, "mask_rcnn/false_negative": 0.10282427938430935, "mask_rcnn/false_positive": 0.11313532173097574, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.5, "time": 0.7275964431464672, "total_loss": 1.6342662661190843} {"data_time": 0.009998473338782787, "eta_seconds": 107941.39361615852, "iteration": 121399, "loss_fcos_cls": 0.25208498307620175, "loss_fcos_ctr": 0.6195256053470075, "loss_fcos_loc": 0.19690316694322973, "loss_mask": 0.26364148408174515, "loss_maskiou": 0.005299066149746068, "loss_sem_seg": 0.2845006952993572, "lr": 0.01, "mask_rcnn/accuracy": 0.8691759002586202, "mask_rcnn/false_negative": 0.09549749371683006, "mask_rcnn/false_positive": 0.159547082485533, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.25, "time": 0.714768529869616, "total_loss": 1.619620712925098} {"data_time": 0.009727058000862598, "eta_seconds": 107926.86593550816, "iteration": 121419, "loss_fcos_cls": 0.25446670362725854, "loss_fcos_ctr": 0.6209713015705347, "loss_fcos_loc": 0.19799341168254614, "loss_mask": 0.2672569425776601, "loss_maskiou": 0.005066831567091867, "loss_sem_seg": 0.29693433782085776, "lr": 0.01, "mask_rcnn/accuracy": 0.878297329570126, "mask_rcnn/false_negative": 0.1066719975725766, "mask_rcnn/false_positive": 0.14880949388225806, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7311079809442163, "total_loss": 1.645702080335468} {"data_time": 0.010731969028711319, "eta_seconds": 107951.25371599756, "iteration": 121439, "loss_fcos_cls": 0.26223405287601054, "loss_fcos_ctr": 0.6197393117472529, "loss_fcos_loc": 0.19322506850585341, "loss_mask": 0.27440232783555984, "loss_maskiou": 0.0056477531979908235, "loss_sem_seg": 0.27298498223535717, "lr": 0.01, "mask_rcnn/accuracy": 0.8694639314058957, "mask_rcnn/false_negative": 0.09967558868184656, "mask_rcnn/false_positive": 0.16635328487043383, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7376563465222716, "total_loss": 1.628526645610691} {"data_time": 0.010615424253046513, "eta_seconds": 107858.22207306232, "iteration": 121459, "loss_fcos_cls": 0.2588963013840839, "loss_fcos_ctr": 0.6207712292671204, "loss_fcos_loc": 0.19199258764274418, "loss_mask": 0.26617354806512594, "loss_maskiou": 0.006464114791015163, "loss_sem_seg": 0.30390002578496933, "lr": 0.01, "mask_rcnn/accuracy": 0.8720204579579579, "mask_rcnn/false_negative": 0.10147006786584187, "mask_rcnn/false_positive": 0.13616824367655, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.75, "time": 0.7124803448095918, "total_loss": 1.6601726019143825} {"data_time": 0.010216130875051022, "eta_seconds": 107918.08209566306, "iteration": 121479, "loss_fcos_cls": 0.2558479253202677, "loss_fcos_ctr": 0.6223532296717167, "loss_fcos_loc": 0.2071644485113211, "loss_mask": 0.26748065929859877, "loss_maskiou": 0.005936059067607857, "loss_sem_seg": 0.25072999228723347, "lr": 0.01, "mask_rcnn/accuracy": 0.8668311831577138, "mask_rcnn/false_negative": 0.10153141279002968, "mask_rcnn/false_positive": 0.16422228401744363, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.7544174445793033, "total_loss": 1.6338133697281592} {"data_time": 0.01035174448043108, "eta_seconds": 107903.54972891416, "iteration": 121499, "loss_fcos_cls": 0.25644184835255146, "loss_fcos_ctr": 0.6176566043868661, "loss_fcos_loc": 0.19525419571436942, "loss_mask": 0.25397568568587303, "loss_maskiou": 0.005303064644976985, "loss_sem_seg": 0.29695360735058784, "lr": 0.01, "mask_rcnn/accuracy": 0.8929188937479754, "mask_rcnn/false_negative": 0.07306127361977519, "mask_rcnn/false_positive": 0.14109481677144467, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7272354047745466, "total_loss": 1.6252797021588776} {"data_time": 0.010378053411841393, "eta_seconds": 107854.2275322564, "iteration": 121519, "loss_fcos_cls": 0.24623966263607144, "loss_fcos_ctr": 0.6200464693829417, "loss_fcos_loc": 0.19331848120782524, "loss_mask": 0.26780482940375805, "loss_maskiou": 0.005272111826343462, "loss_sem_seg": 0.27850621519610286, "lr": 0.01, "mask_rcnn/accuracy": 0.8720446008073559, "mask_rcnn/false_negative": 0.09006605011181268, "mask_rcnn/false_positive": 0.14935909943767778, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.5, "time": 0.7121477965265512, "total_loss": 1.6066353246205836} {"data_time": 0.009414213709533215, "eta_seconds": 107883.12130889017, "iteration": 121539, "loss_fcos_cls": 0.23616990121081471, "loss_fcos_ctr": 0.618732943199575, "loss_fcos_loc": 0.18915096705313772, "loss_mask": 0.26492507848888636, "loss_maskiou": 0.0053777769608132076, "loss_sem_seg": 0.28418008144944906, "lr": 0.01, "mask_rcnn/accuracy": 0.8758820308945496, "mask_rcnn/false_negative": 0.09648551135705682, "mask_rcnn/false_positive": 0.13951918845716196, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.75, "time": 0.7329878956079483, "total_loss": 1.5889511642271827} {"data_time": 0.009545299224555492, "eta_seconds": 107851.12642203923, "iteration": 121559, "loss_fcos_cls": 0.23348733759485185, "loss_fcos_ctr": 0.6193383922800422, "loss_fcos_loc": 0.18363486067391932, "loss_mask": 0.258608874399215, "loss_maskiou": 0.005110526457428932, "loss_sem_seg": 0.27578018116764724, "lr": 0.01, "mask_rcnn/accuracy": 0.8954241896315067, "mask_rcnn/false_negative": 0.08387064183967774, "mask_rcnn/false_positive": 0.1209246394299642, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.7135303588584065, "total_loss": 1.5915260863985168} {"data_time": 0.010356849990785122, "eta_seconds": 107849.52327853255, "iteration": 121579, "loss_fcos_cls": 0.2598980301991105, "loss_fcos_ctr": 0.6208473877049983, "loss_fcos_loc": 0.20077372901141644, "loss_mask": 0.2684791167266667, "loss_maskiou": 0.005622323285933817, "loss_sem_seg": 0.27383917942643166, "lr": 0.01, "mask_rcnn/accuracy": 0.8737146980004122, "mask_rcnn/false_negative": 0.1110008308968736, "mask_rcnn/false_positive": 0.13592397513011922, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7280494421720505, "total_loss": 1.6274190795666073} {"data_time": 0.010480082593858242, "eta_seconds": 107851.88214928005, "iteration": 121599, "loss_fcos_cls": 0.25116890971548855, "loss_fcos_ctr": 0.6172351278364658, "loss_fcos_loc": 0.18691998766735196, "loss_mask": 0.2567335246130824, "loss_maskiou": 0.0053111649431230035, "loss_sem_seg": 0.2703073676675558, "lr": 0.01, "mask_rcnn/accuracy": 0.8820281731113497, "mask_rcnn/false_negative": 0.09636173250912206, "mask_rcnn/false_positive": 0.15046936772313124, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.5, "time": 0.7404805598780513, "total_loss": 1.5984684005525196} {"data_time": 0.01062792632728815, "eta_seconds": 107824.98718811292, "iteration": 121619, "loss_fcos_cls": 0.25146955787204206, "loss_fcos_ctr": 0.6183317583054304, "loss_fcos_loc": 0.19334735831944272, "loss_mask": 0.26953203324228525, "loss_maskiou": 0.006119427882367745, "loss_sem_seg": 0.2896839426830411, "lr": 0.01, "mask_rcnn/accuracy": 0.8924930802280426, "mask_rcnn/false_negative": 0.08818003805098548, "mask_rcnn/false_positive": 0.10303909907590769, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.7243601530790329, "total_loss": 1.632291193731362} {"data_time": 0.009586470201611519, "eta_seconds": 107810.45365791861, "iteration": 121639, "loss_fcos_cls": 0.24113616440445185, "loss_fcos_ctr": 0.6198079949244857, "loss_fcos_loc": 0.19355036946944892, "loss_mask": 0.2560811499133706, "loss_maskiou": 0.0054673558624926955, "loss_sem_seg": 0.27064062329009175, "lr": 0.01, "mask_rcnn/accuracy": 0.8906050396014307, "mask_rcnn/false_negative": 0.08469180996112705, "mask_rcnn/false_positive": 0.14226696318559778, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.0, "time": 0.7263393606990576, "total_loss": 1.5740815846365876} {"data_time": 0.009250635281205177, "eta_seconds": 107787.29079492297, "iteration": 121659, "loss_fcos_cls": 0.25462841358967125, "loss_fcos_ctr": 0.6218921188265085, "loss_fcos_loc": 0.19917622453067452, "loss_mask": 0.26077878242358565, "loss_maskiou": 0.0059870431359740905, "loss_sem_seg": 0.3044978752732277, "lr": 0.01, "mask_rcnn/accuracy": 0.888607258303922, "mask_rcnn/false_negative": 0.1066721718857429, "mask_rcnn/false_positive": 0.126315671717099, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.727041126228869, "total_loss": 1.6479944690145203} {"data_time": 0.009949074126780033, "eta_seconds": 107776.85868034326, "iteration": 121679, "loss_fcos_cls": 0.25132872373797, "loss_fcos_ctr": 0.6196855148300529, "loss_fcos_loc": 0.19956765905953944, "loss_mask": 0.26022700127214193, "loss_maskiou": 0.004959764875820838, "loss_sem_seg": 0.2975461590103805, "lr": 0.01, "mask_rcnn/accuracy": 0.868188327962764, "mask_rcnn/false_negative": 0.12232556861851915, "mask_rcnn/false_positive": 0.14356521951025983, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.0, "time": 0.7202055072411895, "total_loss": 1.617468446631392} {"data_time": 0.010689115151762962, "eta_seconds": 107749.40817910712, "iteration": 121699, "loss_fcos_cls": 0.2525189956650138, "loss_fcos_ctr": 0.6191179193556309, "loss_fcos_loc": 0.19569645123556256, "loss_mask": 0.2667172374203801, "loss_maskiou": 0.006500428833533078, "loss_sem_seg": 0.2706451825797558, "lr": 0.01, "mask_rcnn/accuracy": 0.8799286179740782, "mask_rcnn/false_negative": 0.09606487028774832, "mask_rcnn/false_positive": 0.12492182607649846, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7239405140280724, "total_loss": 1.6180460172399762} {"data_time": 0.00956311821937561, "eta_seconds": 107734.87700154539, "iteration": 121719, "loss_fcos_cls": 0.24750652792863548, "loss_fcos_ctr": 0.618989170063287, "loss_fcos_loc": 0.18650647124741226, "loss_mask": 0.25398473255336285, "loss_maskiou": 0.005321406861185096, "loss_sem_seg": 0.25026085670106113, "lr": 0.01, "mask_rcnn/accuracy": 0.8935661588579094, "mask_rcnn/false_negative": 0.09096946692340845, "mask_rcnn/false_positive": 0.15328913242385223, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7048401711508632, "total_loss": 1.5709007657424081} {"data_time": 0.010806156322360039, "eta_seconds": 107694.4230451025, "iteration": 121739, "loss_fcos_cls": 0.2516965512186289, "loss_fcos_ctr": 0.6229179096408188, "loss_fcos_loc": 0.1976839414855931, "loss_mask": 0.25884648505598307, "loss_maskiou": 0.005869349159183912, "loss_sem_seg": 0.27067231154069304, "lr": 0.01, "mask_rcnn/accuracy": 0.9022373966749171, "mask_rcnn/false_negative": 0.10051826445491625, "mask_rcnn/false_positive": 0.14372954778426117, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.5, "time": 0.739790958352387, "total_loss": 1.6311284607363632} {"data_time": 0.010237105190753937, "eta_seconds": 107611.14373696316, "iteration": 121759, "loss_fcos_cls": 0.25157322140876204, "loss_fcos_ctr": 0.6181151699274778, "loss_fcos_loc": 0.1857263003475964, "loss_mask": 0.2624305188655853, "loss_maskiou": 0.0055329556271317415, "loss_sem_seg": 0.25519585981965065, "lr": 0.01, "mask_rcnn/accuracy": 0.8851739654195012, "mask_rcnn/false_negative": 0.08997018488978747, "mask_rcnn/false_positive": 0.10900656168045773, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 24.5, "time": 0.7142256461083889, "total_loss": 1.5858233273102087} {"data_time": 0.0109518738463521, "eta_seconds": 107593.85497583449, "iteration": 121779, "loss_fcos_cls": 0.25046786456368864, "loss_fcos_ctr": 0.6197022823616862, "loss_fcos_loc": 0.1925311170052737, "loss_mask": 0.26113936211913824, "loss_maskiou": 0.0057788297708611935, "loss_sem_seg": 0.27081970823928714, "lr": 0.01, "mask_rcnn/accuracy": 0.8945722120016838, "mask_rcnn/false_negative": 0.08298337977413797, "mask_rcnn/false_positive": 0.13755090982976192, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.5, "time": 0.7085094414651394, "total_loss": 1.611413866863586} {"data_time": 0.011151430197060108, "eta_seconds": 107537.85580725037, "iteration": 121799, "loss_fcos_cls": 0.25549314927775413, "loss_fcos_ctr": 0.617572171613574, "loss_fcos_loc": 0.18602114322129637, "loss_mask": 0.274886067956686, "loss_maskiou": 0.005880880566110136, "loss_sem_seg": 0.2775761573575437, "lr": 0.01, "mask_rcnn/accuracy": 0.8817738702623906, "mask_rcnn/false_negative": 0.09911470008183153, "mask_rcnn/false_positive": 0.13477850214261838, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.0, "time": 0.7262634402140975, "total_loss": 1.6301649701727001} {"data_time": 0.010101172141730785, "eta_seconds": 107507.99094650894, "iteration": 121819, "loss_fcos_cls": 0.2529132954077795, "loss_fcos_ctr": 0.6178382840007544, "loss_fcos_loc": 0.18905009329319, "loss_mask": 0.25356401037424803, "loss_maskiou": 0.004652447471016785, "loss_sem_seg": 0.27774521987885237, "lr": 0.01, "mask_rcnn/accuracy": 0.8918628118807422, "mask_rcnn/false_negative": 0.08595577791717113, "mask_rcnn/false_positive": 0.11540353959240898, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7235911171883345, "total_loss": 1.5946377941945684} {"data_time": 0.010073618963360786, "eta_seconds": 107553.07011698652, "iteration": 121839, "loss_fcos_cls": 0.2620074258884415, "loss_fcos_ctr": 0.6198858600109816, "loss_fcos_loc": 0.2006599510787055, "loss_mask": 0.2687769918702543, "loss_maskiou": 0.0059412913979031146, "loss_sem_seg": 0.263897662749514, "lr": 0.01, "mask_rcnn/accuracy": 0.9108516047928605, "mask_rcnn/false_negative": 0.07142840680635623, "mask_rcnn/false_positive": 0.11270119030140707, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.75, "time": 0.7447362141683698, "total_loss": 1.6338331451115664} {"data_time": 0.010631654411554337, "eta_seconds": 107543.3635890577, "iteration": 121859, "loss_fcos_cls": 0.24321261001750827, "loss_fcos_ctr": 0.6200482938438654, "loss_fcos_loc": 0.18679783400148153, "loss_mask": 0.26237146742641926, "loss_maskiou": 0.005330609579687007, "loss_sem_seg": 0.27380857849493623, "lr": 0.01, "mask_rcnn/accuracy": 0.9107426355635422, "mask_rcnn/false_negative": 0.06337015425583908, "mask_rcnn/false_positive": 0.11622041160096705, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7347761150449514, "total_loss": 1.6060716524916643} {"data_time": 0.011082855053246021, "eta_seconds": 107546.10781493876, "iteration": 121879, "loss_fcos_cls": 0.2561745159327984, "loss_fcos_ctr": 0.6197427613660693, "loss_fcos_loc": 0.19792339974083006, "loss_mask": 0.26810526475310326, "loss_maskiou": 0.005386818168517493, "loss_sem_seg": 0.28334745508618653, "lr": 0.01, "mask_rcnn/accuracy": 0.8803636942198263, "mask_rcnn/false_negative": 0.09143258254733107, "mask_rcnn/false_positive": 0.13702920093510101, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.5, "time": 0.7275522584095597, "total_loss": 1.6262991535595575} {"data_time": 0.010464598424732685, "eta_seconds": 107506.74678875506, "iteration": 121899, "loss_fcos_cls": 0.2568373328540474, "loss_fcos_ctr": 0.6188468104228377, "loss_fcos_loc": 0.19227740191854537, "loss_mask": 0.26107014529407024, "loss_maskiou": 0.0057419097574893385, "loss_sem_seg": 0.3120744877960533, "lr": 0.01, "mask_rcnn/accuracy": 0.8904883714010481, "mask_rcnn/false_negative": 0.08336503474398511, "mask_rcnn/false_positive": 0.1566915754893399, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7164910975843668, "total_loss": 1.6561485499041737} {"data_time": 0.010567483492195606, "eta_seconds": 107494.99649700988, "iteration": 121919, "loss_fcos_cls": 0.2501523355022073, "loss_fcos_ctr": 0.6187841100618243, "loss_fcos_loc": 0.19489253649953753, "loss_mask": 0.255515705794096, "loss_maskiou": 0.006105814623879269, "loss_sem_seg": 0.32051478791981936, "lr": 0.01, "mask_rcnn/accuracy": 0.8956261021560166, "mask_rcnn/false_negative": 0.10906466564877537, "mask_rcnn/false_positive": 0.10266838089467431, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.25, "time": 0.7221000250428915, "total_loss": 1.6356164449280186} {"data_time": 0.010092967189848423, "eta_seconds": 107523.17996796966, "iteration": 121939, "loss_fcos_cls": 0.24860870954580605, "loss_fcos_ctr": 0.6225923174060881, "loss_fcos_loc": 0.1939677121117711, "loss_mask": 0.27035988215357065, "loss_maskiou": 0.005421428752015345, "loss_sem_seg": 0.2946928741876036, "lr": 0.01, "mask_rcnn/accuracy": 0.8888740156787269, "mask_rcnn/false_negative": 0.09898790897847701, "mask_rcnn/false_positive": 0.1364052143716581, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.5, "time": 0.7333760000765324, "total_loss": 1.6433698722103145} {"data_time": 0.01102569978684187, "eta_seconds": 107508.65579482913, "iteration": 121959, "loss_fcos_cls": 0.24710417981259525, "loss_fcos_ctr": 0.6180048128589988, "loss_fcos_loc": 0.1891277718823403, "loss_mask": 0.27015261026099324, "loss_maskiou": 0.005511972376552876, "loss_sem_seg": 0.26595834840554744, "lr": 0.01, "mask_rcnn/accuracy": 0.8802428312108677, "mask_rcnn/false_negative": 0.08067530356490071, "mask_rcnn/false_positive": 0.15699329535333098, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.5, "time": 0.7216315800324082, "total_loss": 1.6009174057398923} {"data_time": 0.009823593311011791, "eta_seconds": 107473.50088694412, "iteration": 121979, "loss_fcos_cls": 0.2496028309687972, "loss_fcos_ctr": 0.6196969961747527, "loss_fcos_loc": 0.19929770950693637, "loss_mask": 0.2670374745503068, "loss_maskiou": 0.005647239006066229, "loss_sem_seg": 0.2671280442737043, "lr": 0.01, "mask_rcnn/accuracy": 0.866679550608122, "mask_rcnn/false_negative": 0.09812476840121717, "mask_rcnn/false_positive": 0.1400193968235542, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.7233369462192059, "total_loss": 1.603073056692665} {"data_time": 0.009783013723790646, "eta_seconds": 107418.59101311862, "iteration": 121999, "loss_fcos_cls": 0.24744688090868294, "loss_fcos_ctr": 0.6182766705751419, "loss_fcos_loc": 0.1887001625727862, "loss_mask": 0.2607814325019717, "loss_maskiou": 0.00542168969695922, "loss_sem_seg": 0.3146670772694051, "lr": 0.01, "mask_rcnn/accuracy": 0.8794489860338075, "mask_rcnn/false_negative": 0.0975730874178781, "mask_rcnn/false_positive": 0.16461013383796586, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.75, "time": 0.715784995816648, "total_loss": 1.6681577549497888} {"data_time": 0.010028493590652943, "eta_seconds": 107383.40306758974, "iteration": 122019, "loss_fcos_cls": 0.2425385620445013, "loss_fcos_ctr": 0.6179559323936701, "loss_fcos_loc": 0.1866182335652411, "loss_mask": 0.2666658293455839, "loss_maskiou": 0.006251813130802475, "loss_sem_seg": 0.26586135383695364, "lr": 0.01, "mask_rcnn/accuracy": 0.8743386243386243, "mask_rcnn/false_negative": 0.09741629127731417, "mask_rcnn/false_positive": 0.13135223808932311, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.5, "time": 0.7327961008995771, "total_loss": 1.5874508995111682} {"data_time": 0.009582620114088058, "eta_seconds": 107389.55915765464, "iteration": 122039, "loss_fcos_cls": 0.24275685101747513, "loss_fcos_ctr": 0.6200762530788779, "loss_fcos_loc": 0.18552393023855984, "loss_mask": 0.2525156959891319, "loss_maskiou": 0.005013818128645653, "loss_sem_seg": 0.25746571086347103, "lr": 0.01, "mask_rcnn/accuracy": 0.8917291351073721, "mask_rcnn/false_negative": 0.08528260153850353, "mask_rcnn/false_positive": 0.13091920711240262, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.5, "time": 0.7305442355573177, "total_loss": 1.5838046761964506} {"data_time": 0.009674746543169022, "eta_seconds": 107354.37679987494, "iteration": 122059, "loss_fcos_cls": 0.261940065829549, "loss_fcos_ctr": 0.6209474978968501, "loss_fcos_loc": 0.19498214032500982, "loss_mask": 0.2504001036286354, "loss_maskiou": 0.005464889189170208, "loss_sem_seg": 0.2713885772973299, "lr": 0.01, "mask_rcnn/accuracy": 0.8806476368019736, "mask_rcnn/false_negative": 0.09601296933845957, "mask_rcnn/false_positive": 0.1311024784611446, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.5, "time": 0.7219237741082907, "total_loss": 1.5973158748965943} {"data_time": 0.009633640758693218, "eta_seconds": 107400.89395894948, "iteration": 122079, "loss_fcos_cls": 0.24797629404929467, "loss_fcos_ctr": 0.6194756710901856, "loss_fcos_loc": 0.19276539119891822, "loss_mask": 0.2634375272318721, "loss_maskiou": 0.005472623321111314, "loss_sem_seg": 0.2986975982785225, "lr": 0.01, "mask_rcnn/accuracy": 0.8945455586080586, "mask_rcnn/false_negative": 0.07929151853732859, "mask_rcnn/false_positive": 0.13056631620766063, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.0, "time": 0.7378907948732376, "total_loss": 1.621430827639415} {"data_time": 0.010034115053713322, "eta_seconds": 107368.08877132367, "iteration": 122099, "loss_fcos_cls": 0.25929604889824986, "loss_fcos_ctr": 0.6181733515113592, "loss_fcos_loc": 0.18984483438543975, "loss_mask": 0.25815681368112564, "loss_maskiou": 0.0052298732261988334, "loss_sem_seg": 0.2881572113838047, "lr": 0.01, "mask_rcnn/accuracy": 0.9054341904638443, "mask_rcnn/false_negative": 0.08910590396258848, "mask_rcnn/false_positive": 0.13139318959858304, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7294074464589357, "total_loss": 1.6387892944576379} {"data_time": 0.010182852856814861, "eta_seconds": 107371.85118775163, "iteration": 122119, "loss_fcos_cls": 0.23943957849405706, "loss_fcos_ctr": 0.6182286418043077, "loss_fcos_loc": 0.18658911803504452, "loss_mask": 0.24799774773418903, "loss_maskiou": 0.004962798615451902, "loss_sem_seg": 0.2415349914226681, "lr": 0.01, "mask_rcnn/accuracy": 0.8999568577430972, "mask_rcnn/false_negative": 0.08736374325929355, "mask_rcnn/false_positive": 0.10422709715552386, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.0, "time": 0.7460132744163275, "total_loss": 1.5668520446051843} {"data_time": 0.009963863529264927, "eta_seconds": 107444.54428897239, "iteration": 122139, "loss_fcos_cls": 0.243735198979266, "loss_fcos_ctr": 0.6198283350095153, "loss_fcos_loc": 0.18634068011306226, "loss_mask": 0.2607073113322258, "loss_maskiou": 0.005211992145632394, "loss_sem_seg": 0.2726646044757217, "lr": 0.01, "mask_rcnn/accuracy": 0.8875966831295419, "mask_rcnn/false_negative": 0.09109732120363226, "mask_rcnn/false_positive": 0.12182218172493746, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.75, "time": 0.7389831552281976, "total_loss": 1.590342328134284} {"data_time": 0.010375765152275562, "eta_seconds": 107436.37861011177, "iteration": 122159, "loss_fcos_cls": 0.2488862439058721, "loss_fcos_ctr": 0.6210803864523768, "loss_fcos_loc": 0.19949914747849107, "loss_mask": 0.2741050999611616, "loss_maskiou": 0.005673829247825779, "loss_sem_seg": 0.32049526553601027, "lr": 0.01, "mask_rcnn/accuracy": 0.8600987767536565, "mask_rcnn/false_negative": 0.10348148870445861, "mask_rcnn/false_positive": 0.15357640178688498, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.7240164624527097, "total_loss": 1.6772410314006265} {"data_time": 0.010201332159340382, "eta_seconds": 107456.9933981169, "iteration": 122179, "loss_fcos_cls": 0.2475872861687094, "loss_fcos_ctr": 0.6180751207284629, "loss_fcos_loc": 0.19232849701074883, "loss_mask": 0.2603011867031455, "loss_maskiou": 0.005334652058081701, "loss_sem_seg": 0.29433599673211575, "lr": 0.01, "mask_rcnn/accuracy": 0.8834475527499135, "mask_rcnn/false_negative": 0.07922899892811547, "mask_rcnn/false_positive": 0.14386981263428986, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7265615612268448, "total_loss": 1.6034121932352718} {"data_time": 0.011102614924311638, "eta_seconds": 107481.75915851165, "iteration": 122199, "loss_fcos_cls": 0.27181592769920826, "loss_fcos_ctr": 0.6196599029935896, "loss_fcos_loc": 0.19720582058653235, "loss_mask": 0.2522664051502943, "loss_maskiou": 0.005488456597959157, "loss_sem_seg": 0.2880907356739044, "lr": 0.01, "mask_rcnn/accuracy": 0.8788915325745683, "mask_rcnn/false_negative": 0.0995101778297652, "mask_rcnn/false_positive": 0.14391221410507463, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.5, "time": 0.7445548931136727, "total_loss": 1.65442019398688} {"data_time": 0.010280544869601727, "eta_seconds": 107526.08868659567, "iteration": 122219, "loss_fcos_cls": 0.2580899769673124, "loss_fcos_ctr": 0.6188412886112928, "loss_fcos_loc": 0.1911420444957912, "loss_mask": 0.26218042708933353, "loss_maskiou": 0.005859346871147864, "loss_sem_seg": 0.2839618700090796, "lr": 0.01, "mask_rcnn/accuracy": 0.8791482809339952, "mask_rcnn/false_negative": 0.07470256487714824, "mask_rcnn/false_positive": 0.14559780698361258, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 26.75, "time": 0.7449615048244596, "total_loss": 1.6164928710713866} {"data_time": 0.009775303304195404, "eta_seconds": 107535.824497086, "iteration": 122239, "loss_fcos_cls": 0.25201746821403503, "loss_fcos_ctr": 0.6185178318992257, "loss_fcos_loc": 0.1938940486870706, "loss_mask": 0.26317114057019353, "loss_maskiou": 0.00553512190526817, "loss_sem_seg": 0.2754946816712618, "lr": 0.01, "mask_rcnn/accuracy": 0.8875121477162293, "mask_rcnn/false_negative": 0.09186330832014775, "mask_rcnn/false_positive": 0.12593373167314023, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7142015835270286, "total_loss": 1.6406668930067099} {"data_time": 0.010167928412556648, "eta_seconds": 107521.26912395004, "iteration": 122259, "loss_fcos_cls": 0.24788554722908884, "loss_fcos_ctr": 0.6185700939968228, "loss_fcos_loc": 0.18908910383470356, "loss_mask": 0.25760750751942396, "loss_maskiou": 0.0049086379003711045, "loss_sem_seg": 0.2668880755081773, "lr": 0.01, "mask_rcnn/accuracy": 0.8751001117072545, "mask_rcnn/false_negative": 0.10622149372767278, "mask_rcnn/false_positive": 0.12526064529481432, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 38.25, "time": 0.7119995104148984, "total_loss": 1.588175228338514} {"data_time": 0.012024316936731339, "eta_seconds": 107513.52568402793, "iteration": 122279, "loss_fcos_cls": 0.2457455366384238, "loss_fcos_ctr": 0.6143420096486807, "loss_fcos_loc": 0.1813588838558644, "loss_mask": 0.24984259717166424, "loss_maskiou": 0.005263350340101169, "loss_sem_seg": 0.2697914303280413, "lr": 0.01, "mask_rcnn/accuracy": 0.8893261656889477, "mask_rcnn/false_negative": 0.08900305687985753, "mask_rcnn/false_positive": 0.14849011813864235, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7207268420606852, "total_loss": 1.5628902809839929} {"data_time": 0.01031274814158678, "eta_seconds": 107515.74917532783, "iteration": 122299, "loss_fcos_cls": 0.24308296293020248, "loss_fcos_ctr": 0.6173079609870911, "loss_fcos_loc": 0.1798499843571335, "loss_mask": 0.26122129149734974, "loss_maskiou": 0.005078932485048426, "loss_sem_seg": 0.24260625336319208, "lr": 0.01, "mask_rcnn/accuracy": 0.8950004518715698, "mask_rcnn/false_negative": 0.09018580359280762, "mask_rcnn/false_positive": 0.11465242195739624, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 24.5, "time": 0.7417535986751318, "total_loss": 1.54757231631811} {"data_time": 0.010812337510287762, "eta_seconds": 107546.33766937349, "iteration": 122319, "loss_fcos_cls": 0.24676897883182392, "loss_fcos_ctr": 0.6179132303223014, "loss_fcos_loc": 0.17864743852987885, "loss_mask": 0.24826500238850713, "loss_maskiou": 0.005169022784684785, "loss_sem_seg": 0.2810620744712651, "lr": 0.01, "mask_rcnn/accuracy": 0.8930370225013082, "mask_rcnn/false_negative": 0.0816894335485539, "mask_rcnn/false_positive": 0.14776458506232387, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 35.5, "time": 0.733665008097887, "total_loss": 1.5837856266298331} {"data_time": 0.010455229319632053, "eta_seconds": 107549.6754817795, "iteration": 122339, "loss_fcos_cls": 0.2514143723528832, "loss_fcos_ctr": 0.6191718820482492, "loss_fcos_loc": 0.1989321291912347, "loss_mask": 0.26816118974238634, "loss_maskiou": 0.004866233099164674, "loss_sem_seg": 0.2714251943398267, "lr": 0.01, "mask_rcnn/accuracy": 0.8901641278520978, "mask_rcnn/false_negative": 0.099827338737107, "mask_rcnn/false_positive": 0.12712822477111574, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.0, "time": 0.7359003266319633, "total_loss": 1.6010758310876554} {"data_time": 0.0104277478531003, "eta_seconds": 107541.65729180165, "iteration": 122359, "loss_fcos_cls": 0.26686298265121877, "loss_fcos_ctr": 0.6211563581600785, "loss_fcos_loc": 0.20468425913713872, "loss_mask": 0.26818687887862325, "loss_maskiou": 0.005831403381307609, "loss_sem_seg": 0.2683121694717556, "lr": 0.01, "mask_rcnn/accuracy": 0.8713001412971203, "mask_rcnn/false_negative": 0.09674839155207916, "mask_rcnn/false_positive": 0.1406259041941507, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7381728114560246, "total_loss": 1.6087859249892063} {"data_time": 0.010249012149870396, "eta_seconds": 107510.44247196894, "iteration": 122379, "loss_fcos_cls": 0.24667486129328609, "loss_fcos_ctr": 0.620446914806962, "loss_fcos_loc": 0.1859943956369534, "loss_mask": 0.2600928987376392, "loss_maskiou": 0.005132907117513241, "loss_sem_seg": 0.2529654254904017, "lr": 0.01, "mask_rcnn/accuracy": 0.8816485969387755, "mask_rcnn/false_negative": 0.08666534692170674, "mask_rcnn/false_positive": 0.13780953215881359, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.25, "time": 0.7160259578377008, "total_loss": 1.588330845843302} {"data_time": 0.012086104601621628, "eta_seconds": 107506.0907319393, "iteration": 122399, "loss_fcos_cls": 0.2502302769571543, "loss_fcos_ctr": 0.6178048206493258, "loss_fcos_loc": 0.19187884614802897, "loss_mask": 0.2676022807136178, "loss_maskiou": 0.004979544763045851, "loss_sem_seg": 0.2708297478966415, "lr": 0.01, "mask_rcnn/accuracy": 0.8724031070969847, "mask_rcnn/false_negative": 0.09988845784607536, "mask_rcnn/false_positive": 0.1706869433968446, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7291020471602678, "total_loss": 1.5825748148163257} {"data_time": 0.00994355883449316, "eta_seconds": 107481.3109954251, "iteration": 122419, "loss_fcos_cls": 0.2524508209899068, "loss_fcos_ctr": 0.6220753360539675, "loss_fcos_loc": 0.1957866280572489, "loss_mask": 0.2585942167788744, "loss_maskiou": 0.00554945545445662, "loss_sem_seg": 0.2534153270535171, "lr": 0.01, "mask_rcnn/accuracy": 0.9128469744541173, "mask_rcnn/false_negative": 0.06796973048253838, "mask_rcnn/false_positive": 0.11432728000440473, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.25, "time": 0.7287519481033087, "total_loss": 1.6146041952015366} {"data_time": 0.009861120954155922, "eta_seconds": 107395.81923900079, "iteration": 122439, "loss_fcos_cls": 0.24050168879330158, "loss_fcos_ctr": 0.617555033415556, "loss_fcos_loc": 0.18606593552976847, "loss_mask": 0.246297643519938, "loss_maskiou": 0.00506956784738577, "loss_sem_seg": 0.22982781589962542, "lr": 0.01, "mask_rcnn/accuracy": 0.8788107572574484, "mask_rcnn/false_negative": 0.09866325536743148, "mask_rcnn/false_positive": 0.1567119612314447, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 36.5, "time": 0.7157907458022237, "total_loss": 1.5460442371659155} {"data_time": 0.010341216810047626, "eta_seconds": 107417.74830572587, "iteration": 122459, "loss_fcos_cls": 0.2545308158150874, "loss_fcos_ctr": 0.6187431951984763, "loss_fcos_loc": 0.1829526802757755, "loss_mask": 0.25947361066937447, "loss_maskiou": 0.005429886528872885, "loss_sem_seg": 0.2826408091932535, "lr": 0.01, "mask_rcnn/accuracy": 0.8974721833177716, "mask_rcnn/false_negative": 0.08799940201206147, "mask_rcnn/false_positive": 0.11894985188734626, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.5, "time": 0.7335853595286608, "total_loss": 1.6223743842128897} {"data_time": 0.010968858376145363, "eta_seconds": 107384.72206751164, "iteration": 122479, "loss_fcos_cls": 0.22871311474591494, "loss_fcos_ctr": 0.617940244730562, "loss_fcos_loc": 0.18747788609471172, "loss_mask": 0.2670545466244221, "loss_maskiou": 0.005031131149735302, "loss_sem_seg": 0.2683671722188592, "lr": 0.01, "mask_rcnn/accuracy": 0.8881852859068156, "mask_rcnn/false_negative": 0.09090631755547046, "mask_rcnn/false_positive": 0.12034064567499911, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7393872234970331, "total_loss": 1.570061788745079} {"data_time": 0.009325128048658371, "eta_seconds": 107388.62616386544, "iteration": 122499, "loss_fcos_cls": 0.2444561249576509, "loss_fcos_ctr": 0.6157804764807224, "loss_fcos_loc": 0.18305085925385356, "loss_mask": 0.2597177606076002, "loss_maskiou": 0.005965666481642984, "loss_sem_seg": 0.29890631465241313, "lr": 0.01, "mask_rcnn/accuracy": 0.8628169716162327, "mask_rcnn/false_negative": 0.10917854674035389, "mask_rcnn/false_positive": 0.13777988544779432, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.5, "time": 0.7412780439481139, "total_loss": 1.605543211386248} {"data_time": 0.010459319688379765, "eta_seconds": 107418.68799830042, "iteration": 122519, "loss_fcos_cls": 0.24169909791089594, "loss_fcos_ctr": 0.6167769208550453, "loss_fcos_loc": 0.18560606590472162, "loss_mask": 0.26320199854671955, "loss_maskiou": 0.0052804743754677474, "loss_sem_seg": 0.26477913558483124, "lr": 0.01, "mask_rcnn/accuracy": 0.8970219873663752, "mask_rcnn/false_negative": 0.08035695009036288, "mask_rcnn/false_positive": 0.12054573466498757, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.75, "time": 0.739437653683126, "total_loss": 1.5929227972956141} {"data_time": 0.009789373725652695, "eta_seconds": 107359.50402200501, "iteration": 122539, "loss_fcos_cls": 0.24497667764080688, "loss_fcos_ctr": 0.6204370455816388, "loss_fcos_loc": 0.19704978400841355, "loss_mask": 0.2617407841607928, "loss_maskiou": 0.005838807977852412, "loss_sem_seg": 0.2611224630381912, "lr": 0.01, "mask_rcnn/accuracy": 0.8853946751114239, "mask_rcnn/false_negative": 0.10474328396296023, "mask_rcnn/false_positive": 0.1509637952546043, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.721861420199275, "total_loss": 1.618737306969706} {"data_time": 0.009589469991624355, "eta_seconds": 107379.35082752164, "iteration": 122559, "loss_fcos_cls": 0.24695438612252474, "loss_fcos_ctr": 0.620336820371449, "loss_fcos_loc": 0.19751441990956664, "loss_mask": 0.27081835456192493, "loss_maskiou": 0.005846082509378903, "loss_sem_seg": 0.2757057403214276, "lr": 0.01, "mask_rcnn/accuracy": 0.8762919096209913, "mask_rcnn/false_negative": 0.11348969028231573, "mask_rcnn/false_positive": 0.13743369754940837, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.75, "time": 0.7399753760546446, "total_loss": 1.6314823499997146} {"data_time": 0.011071940883994102, "eta_seconds": 107347.03882946074, "iteration": 122579, "loss_fcos_cls": 0.2634162902832031, "loss_fcos_ctr": 0.6184832034632564, "loss_fcos_loc": 0.1843838325003162, "loss_mask": 0.26147983595728874, "loss_maskiou": 0.005943826283328235, "loss_sem_seg": 0.2779930006945506, "lr": 0.01, "mask_rcnn/accuracy": 0.8870605619296899, "mask_rcnn/false_negative": 0.09234467979236138, "mask_rcnn/false_positive": 0.1334644874811505, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.0, "time": 0.7256203154101968, "total_loss": 1.6168601158133242} {"data_time": 0.01048123836517334, "eta_seconds": 107273.82778063882, "iteration": 122599, "loss_fcos_cls": 0.24535722599830478, "loss_fcos_ctr": 0.6215314101427794, "loss_fcos_loc": 0.19933743542060256, "loss_mask": 0.2715982445515692, "loss_maskiou": 0.005453245234093629, "loss_sem_seg": 0.270165606867522, "lr": 0.01, "mask_rcnn/accuracy": 0.8696665974377462, "mask_rcnn/false_negative": 0.1159323701050747, "mask_rcnn/false_positive": 0.15223463779497876, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7188354302197695, "total_loss": 1.6480588369668112} {"data_time": 0.00968458317220211, "eta_seconds": 107317.91216804087, "iteration": 122619, "loss_fcos_cls": 0.24322645063512027, "loss_fcos_ctr": 0.6186332991346717, "loss_fcos_loc": 0.19727148138917983, "loss_mask": 0.2625809032469988, "loss_maskiou": 0.00517884393048007, "loss_sem_seg": 0.2908782826270908, "lr": 0.01, "mask_rcnn/accuracy": 0.8906610402146117, "mask_rcnn/false_negative": 0.09906055835468625, "mask_rcnn/false_positive": 0.14411533984150154, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7453896095976233, "total_loss": 1.6159301135048736} {"data_time": 0.010586398653686047, "eta_seconds": 107267.78759530559, "iteration": 122639, "loss_fcos_cls": 0.25342181767337024, "loss_fcos_ctr": 0.6184930582530797, "loss_fcos_loc": 0.19293314474634826, "loss_mask": 0.2552376799285412, "loss_maskiou": 0.00538221748865908, "loss_sem_seg": 0.2802407693816349, "lr": 0.01, "mask_rcnn/accuracy": 0.8794307431948937, "mask_rcnn/false_negative": 0.07999928694877714, "mask_rcnn/false_positive": 0.15145594434059828, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.25, "time": 0.6983349388465285, "total_loss": 1.6138191214358812} {"data_time": 0.009328008629381657, "eta_seconds": 107235.70186223742, "iteration": 122659, "loss_fcos_cls": 0.25180350965820253, "loss_fcos_ctr": 0.6218524156138301, "loss_fcos_loc": 0.20088178059086204, "loss_mask": 0.26702616875991225, "loss_maskiou": 0.005157928586413618, "loss_sem_seg": 0.30622527888044715, "lr": 0.01, "mask_rcnn/accuracy": 0.8805936281935627, "mask_rcnn/false_negative": 0.08318518194834046, "mask_rcnn/false_positive": 0.14494617113695638, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.0, "time": 0.7191386092454195, "total_loss": 1.6586337188928155} {"data_time": 0.010902080684900284, "eta_seconds": 107291.95639789011, "iteration": 122679, "loss_fcos_cls": 0.25757103122305125, "loss_fcos_ctr": 0.6219382336130366, "loss_fcos_loc": 0.21072039590217173, "loss_mask": 0.28133872523903847, "loss_maskiou": 0.0057244966010330245, "loss_sem_seg": 0.3050708291120827, "lr": 0.01, "mask_rcnn/accuracy": 0.8850511981796203, "mask_rcnn/false_negative": 0.09092682538590749, "mask_rcnn/false_positive": 0.1266380771956782, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.25, "time": 0.7449773484840989, "total_loss": 1.6712861132145918} {"data_time": 0.00954087171703577, "eta_seconds": 107224.1120824106, "iteration": 122699, "loss_fcos_cls": 0.24750004638917744, "loss_fcos_ctr": 0.6194608653895557, "loss_fcos_loc": 0.19108632765710354, "loss_mask": 0.25887178257107735, "loss_maskiou": 0.00497139988510753, "loss_sem_seg": 0.2530167228542268, "lr": 0.01, "mask_rcnn/accuracy": 0.8838640723308102, "mask_rcnn/false_negative": 0.09243728293217088, "mask_rcnn/false_positive": 0.13465827215520773, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 24.5, "time": 0.7098748367279768, "total_loss": 1.6053777007109602} {"data_time": 0.009774983860552311, "eta_seconds": 107188.98236358073, "iteration": 122719, "loss_fcos_cls": 0.2530594407580793, "loss_fcos_ctr": 0.6207813723012805, "loss_fcos_loc": 0.19224692753050476, "loss_mask": 0.25561016518622637, "loss_maskiou": 0.00530500672175549, "loss_sem_seg": 0.3142307489179075, "lr": 0.01, "mask_rcnn/accuracy": 0.9019790330627868, "mask_rcnn/false_negative": 0.09363927455086207, "mask_rcnn/false_positive": 0.1304324698498463, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 35.0, "time": 0.7054363191127777, "total_loss": 1.6179876295900613} {"data_time": 0.009595520794391632, "eta_seconds": 107174.4266527472, "iteration": 122739, "loss_fcos_cls": 0.2544847596436739, "loss_fcos_ctr": 0.621238898485899, "loss_fcos_loc": 0.19706474419217557, "loss_mask": 0.2620280487462878, "loss_maskiou": 0.005524135660380125, "loss_sem_seg": 0.2552584423683584, "lr": 0.01, "mask_rcnn/accuracy": 0.8776974553119119, "mask_rcnn/false_negative": 0.09618526044130557, "mask_rcnn/false_positive": 0.13008799462992365, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.25, "time": 0.7368893567472696, "total_loss": 1.6201260267407633} {"data_time": 0.010684952139854431, "eta_seconds": 107215.96885307133, "iteration": 122759, "loss_fcos_cls": 0.2609878210350871, "loss_fcos_ctr": 0.6214092569425702, "loss_fcos_loc": 0.19678662007208914, "loss_mask": 0.2635305351577699, "loss_maskiou": 0.004898334125755355, "loss_sem_seg": 0.2747410745359957, "lr": 0.01, "mask_rcnn/accuracy": 0.8766839931461307, "mask_rcnn/false_negative": 0.09038832032969983, "mask_rcnn/false_positive": 0.16672858916149907, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7346738521009684, "total_loss": 1.616372261505603} {"data_time": 0.010879655368626118, "eta_seconds": 107229.1145422468, "iteration": 122779, "loss_fcos_cls": 0.250885465182364, "loss_fcos_ctr": 0.6165249366313219, "loss_fcos_loc": 0.19502289197407663, "loss_mask": 0.27242946811020374, "loss_maskiou": 0.005741904882597737, "loss_sem_seg": 0.2579553057439625, "lr": 0.01, "mask_rcnn/accuracy": 0.8659743158627087, "mask_rcnn/false_negative": 0.10282724626705828, "mask_rcnn/false_positive": 0.14611883272688378, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7426438368856907, "total_loss": 1.6360995122522581} {"data_time": 0.010000518523156643, "eta_seconds": 107240.74277583137, "iteration": 122799, "loss_fcos_cls": 0.24571135541191325, "loss_fcos_ctr": 0.6184354098513722, "loss_fcos_loc": 0.1945483630988747, "loss_mask": 0.2542561134323478, "loss_maskiou": 0.005599236570560606, "loss_sem_seg": 0.2983336243778467, "lr": 0.01, "mask_rcnn/accuracy": 0.8793855042016807, "mask_rcnn/false_negative": 0.08238229054850328, "mask_rcnn/false_positive": 0.13217480660743733, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.5, "time": 0.7212566202506423, "total_loss": 1.631296257401118} {"data_time": 0.009751221165060997, "eta_seconds": 107323.4299300136, "iteration": 122819, "loss_fcos_cls": 0.24379730643704534, "loss_fcos_ctr": 0.6184200830757618, "loss_fcos_loc": 0.18913156748749316, "loss_mask": 0.25258796103298664, "loss_maskiou": 0.0059223424177616835, "loss_sem_seg": 0.27465377189219, "lr": 0.01, "mask_rcnn/accuracy": 0.9097278131436061, "mask_rcnn/false_negative": 0.08304625142380284, "mask_rcnn/false_positive": 0.11124187586256812, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.25, "time": 0.729723553173244, "total_loss": 1.6076370290538762} {"data_time": 0.010309315286576748, "eta_seconds": 107308.84605982248, "iteration": 122839, "loss_fcos_cls": 0.2583437084686011, "loss_fcos_ctr": 0.6244654022157192, "loss_fcos_loc": 0.2104497596155852, "loss_mask": 0.2777013396844268, "loss_maskiou": 0.0057076767916441895, "loss_sem_seg": 0.27620504423975945, "lr": 0.01, "mask_rcnn/accuracy": 0.8766830558342192, "mask_rcnn/false_negative": 0.08903032752184609, "mask_rcnn/false_positive": 0.15632250856673585, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.7377810589969158, "total_loss": 1.6611207862661104} {"data_time": 0.010240348987281322, "eta_seconds": 107278.9746200759, "iteration": 122859, "loss_fcos_cls": 0.2478668591938913, "loss_fcos_ctr": 0.6208841255865991, "loss_fcos_loc": 0.1982168155373074, "loss_mask": 0.2515117460861802, "loss_maskiou": 0.004567460440739524, "loss_sem_seg": 0.28607741883024573, "lr": 0.01, "mask_rcnn/accuracy": 0.8995448420914259, "mask_rcnn/false_negative": 0.07919643152435003, "mask_rcnn/false_positive": 0.12249670464660939, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 33.5, "time": 0.723291415721178, "total_loss": 1.6424167037403095} {"data_time": 0.010165241546928883, "eta_seconds": 107231.93361184653, "iteration": 122879, "loss_fcos_cls": 0.255532287992537, "loss_fcos_ctr": 0.6198361869901419, "loss_fcos_loc": 0.18873856915161014, "loss_mask": 0.2681237291544676, "loss_maskiou": 0.0050949876313097775, "loss_sem_seg": 0.3138234028592706, "lr": 0.01, "mask_rcnn/accuracy": 0.8593821117958937, "mask_rcnn/false_negative": 0.11544297776348006, "mask_rcnn/false_positive": 0.14010564141759374, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.0, "time": 0.7254649978131056, "total_loss": 1.616120825350663} {"data_time": 0.009228184819221497, "eta_seconds": 107325.48749009054, "iteration": 122899, "loss_fcos_cls": 0.24322775658220053, "loss_fcos_ctr": 0.6180839873850346, "loss_fcos_loc": 0.19295053102541715, "loss_mask": 0.25911813974380493, "loss_maskiou": 0.004698883683886379, "loss_sem_seg": 0.31024428317323327, "lr": 0.01, "mask_rcnn/accuracy": 0.8872570266570702, "mask_rcnn/false_negative": 0.08181671663791391, "mask_rcnn/false_positive": 0.13184906557856801, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 37.0, "time": 0.7353515829890966, "total_loss": 1.637568748454214} {"data_time": 0.009735890664160252, "eta_seconds": 107278.4124167841, "iteration": 122919, "loss_fcos_cls": 0.2529806101229042, "loss_fcos_ctr": 0.6233927728608251, "loss_fcos_loc": 0.19618411897681653, "loss_mask": 0.2710034837946296, "loss_maskiou": 0.006085967150283977, "loss_sem_seg": 0.2652067756280303, "lr": 0.01, "mask_rcnn/accuracy": 0.8893999181104385, "mask_rcnn/false_negative": 0.08354338282063778, "mask_rcnn/false_positive": 0.12915988577593712, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 24.25, "time": 0.7011839896440506, "total_loss": 1.6377430815045955} {"data_time": 0.010373316705226898, "eta_seconds": 107296.30332751106, "iteration": 122939, "loss_fcos_cls": 0.2604359849356115, "loss_fcos_ctr": 0.6225319658406079, "loss_fcos_loc": 0.20281477831304073, "loss_mask": 0.2774208905175328, "loss_maskiou": 0.005836941898451187, "loss_sem_seg": 0.27377318032085896, "lr": 0.01, "mask_rcnn/accuracy": 0.8878171060090703, "mask_rcnn/false_negative": 0.10156384074202732, "mask_rcnn/false_positive": 0.12591461660072065, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.0, "time": 0.7390650687739253, "total_loss": 1.6207036572232028} {"data_time": 0.010113886557519436, "eta_seconds": 107291.09811386559, "iteration": 122959, "loss_fcos_cls": 0.25330438977107406, "loss_fcos_ctr": 0.6200744695961475, "loss_fcos_loc": 0.19119178492110223, "loss_mask": 0.25312793906778097, "loss_maskiou": 0.005077346111647785, "loss_sem_seg": 0.23750436678528786, "lr": 0.01, "mask_rcnn/accuracy": 0.8695605959775214, "mask_rcnn/false_negative": 0.08755987768527007, "mask_rcnn/false_positive": 0.1441546753775444, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 25.5, "time": 0.7331253383308649, "total_loss": 1.5836143943597563} {"data_time": 0.010119431652128696, "eta_seconds": 107267.11916493159, "iteration": 122979, "loss_fcos_cls": 0.2570134703419171, "loss_fcos_ctr": 0.6195921823382378, "loss_fcos_loc": 0.19262391445226967, "loss_mask": 0.2533512357622385, "loss_maskiou": 0.005075169123301748, "loss_sem_seg": 0.30340514704585075, "lr": 0.01, "mask_rcnn/accuracy": 0.8779114026563006, "mask_rcnn/false_negative": 0.10028907956047743, "mask_rcnn/false_positive": 0.14292098830603758, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.72305269818753, "total_loss": 1.6562863794024452} {"data_time": 0.009072726592421532, "eta_seconds": 107317.31685590371, "iteration": 122999, "loss_fcos_cls": 0.25769239058718085, "loss_fcos_ctr": 0.6209393721073866, "loss_fcos_loc": 0.18869244796223938, "loss_mask": 0.25687925331294537, "loss_maskiou": 0.005487700196681544, "loss_sem_seg": 0.2590897409245372, "lr": 0.01, "mask_rcnn/accuracy": 0.8775510204081632, "mask_rcnn/false_negative": 0.09007818341898657, "mask_rcnn/false_positive": 0.1540578751139652, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.25, "time": 0.7312038503587246, "total_loss": 1.5855757767130854} {"data_time": 0.009715253487229347, "eta_seconds": 107312.09105764702, "iteration": 123019, "loss_fcos_cls": 0.25723117403686047, "loss_fcos_ctr": 0.6205580793321133, "loss_fcos_loc": 0.2021982609294355, "loss_mask": 0.27746484987437725, "loss_maskiou": 0.006276355721638538, "loss_sem_seg": 0.2910435530357063, "lr": 0.01, "mask_rcnn/accuracy": 0.8706836684002961, "mask_rcnn/false_negative": 0.1208359302591214, "mask_rcnn/false_positive": 0.17454943453087307, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7341377008706331, "total_loss": 1.6705501037904469} {"data_time": 0.010202156379818916, "eta_seconds": 107265.02911106776, "iteration": 123039, "loss_fcos_cls": 0.24114458984695375, "loss_fcos_ctr": 0.6195136196911335, "loss_fcos_loc": 0.1805890763644129, "loss_mask": 0.26059267204254866, "loss_maskiou": 0.005311278626322746, "loss_sem_seg": 0.27841485291719437, "lr": 0.01, "mask_rcnn/accuracy": 0.8921561775395089, "mask_rcnn/false_negative": 0.09371816825569487, "mask_rcnn/false_positive": 0.12109173390477307, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.75, "time": 0.7178490161895752, "total_loss": 1.5912395212108095} {"data_time": 0.009814741089940071, "eta_seconds": 107259.69127609953, "iteration": 123059, "loss_fcos_cls": 0.23988296673633158, "loss_fcos_ctr": 0.6199004668742418, "loss_fcos_loc": 0.19430517524597235, "loss_mask": 0.2642545863054693, "loss_maskiou": 0.0057510692640789784, "loss_sem_seg": 0.2962667278479785, "lr": 0.01, "mask_rcnn/accuracy": 0.8678252551020409, "mask_rcnn/false_negative": 0.11096033356592372, "mask_rcnn/false_positive": 0.13207980938955532, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.0, "time": 0.7283945232629776, "total_loss": 1.608390179615526} {"data_time": 0.009993836283683777, "eta_seconds": 107248.50550675858, "iteration": 123079, "loss_fcos_cls": 0.2503709994489327, "loss_fcos_ctr": 0.6206198651343584, "loss_fcos_loc": 0.19427835650276393, "loss_mask": 0.26279940735548735, "loss_maskiou": 0.005219756203587167, "loss_sem_seg": 0.2798059256747365, "lr": 0.01, "mask_rcnn/accuracy": 0.8740360787172011, "mask_rcnn/false_negative": 0.10634854743803311, "mask_rcnn/false_positive": 0.13972456872557915, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7414297685027122, "total_loss": 1.6008005792245967} {"data_time": 0.009956669062376022, "eta_seconds": 107179.56667719316, "iteration": 123099, "loss_fcos_cls": 0.2485615867190063, "loss_fcos_ctr": 0.6218204917386174, "loss_fcos_loc": 0.19435736304149032, "loss_mask": 0.26459239795804024, "loss_maskiou": 0.005638690432533622, "loss_sem_seg": 0.26625100802630186, "lr": 0.01, "mask_rcnn/accuracy": 0.9042712910113744, "mask_rcnn/false_negative": 0.07129636174460247, "mask_rcnn/false_positive": 0.11194434268334452, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7090333355590701, "total_loss": 1.599350196949672} {"data_time": 0.009305574931204319, "eta_seconds": 107155.11082043126, "iteration": 123119, "loss_fcos_cls": 0.2433852287940681, "loss_fcos_ctr": 0.6198197044432163, "loss_fcos_loc": 0.18994347663829103, "loss_mask": 0.2690496132709086, "loss_maskiou": 0.005730717923142947, "loss_sem_seg": 0.2550435848534107, "lr": 0.01, "mask_rcnn/accuracy": 0.8778730265691181, "mask_rcnn/false_negative": 0.10204956548906977, "mask_rcnn/false_positive": 0.14368838024617014, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7358553912490606, "total_loss": 1.5807689755456522} {"data_time": 0.00935927964746952, "eta_seconds": 107140.52008223906, "iteration": 123139, "loss_fcos_cls": 0.24210280016995966, "loss_fcos_ctr": 0.6186173921450973, "loss_fcos_loc": 0.17885121947620064, "loss_mask": 0.2662131357938051, "loss_maskiou": 0.005237473764282186, "loss_sem_seg": 0.27851050393655896, "lr": 0.01, "mask_rcnn/accuracy": 0.901303790747068, "mask_rcnn/false_negative": 0.07314708258028091, "mask_rcnn/false_positive": 0.10356489247621581, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.25, "time": 0.732337930239737, "total_loss": 1.6015401798504172} {"data_time": 0.009456785395741463, "eta_seconds": 107135.79043332394, "iteration": 123159, "loss_fcos_cls": 0.25123567366972566, "loss_fcos_ctr": 0.618667608126998, "loss_fcos_loc": 0.18571811477886513, "loss_mask": 0.2548803770914674, "loss_maskiou": 0.00505260398495011, "loss_sem_seg": 0.30149103282019496, "lr": 0.01, "mask_rcnn/accuracy": 0.8934325088731145, "mask_rcnn/false_negative": 0.09878981350396383, "mask_rcnn/false_positive": 0.11910732584046588, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.5, "time": 0.7303555440157652, "total_loss": 1.6242083241522778} {"data_time": 0.011190924793481827, "eta_seconds": 107088.77278128825, "iteration": 123179, "loss_fcos_cls": 0.25109506654553115, "loss_fcos_ctr": 0.6165601685643196, "loss_fcos_loc": 0.18205544294323772, "loss_mask": 0.2646787320263684, "loss_maskiou": 0.00516065995907411, "loss_sem_seg": 0.3321555086877197, "lr": 0.01, "mask_rcnn/accuracy": 0.8832288123582765, "mask_rcnn/false_negative": 0.1025095742890251, "mask_rcnn/false_positive": 0.14681396595730217, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7232101634144783, "total_loss": 1.6418556654462009} {"data_time": 0.010088391602039337, "eta_seconds": 107106.60627074447, "iteration": 123199, "loss_fcos_cls": 0.25729668023996055, "loss_fcos_ctr": 0.6222638837061822, "loss_fcos_loc": 0.1983739216811955, "loss_mask": 0.26168268267065287, "loss_maskiou": 0.005711070683901198, "loss_sem_seg": 0.31573357712477446, "lr": 0.01, "mask_rcnn/accuracy": 0.878431949902114, "mask_rcnn/false_negative": 0.09523422033807778, "mask_rcnn/false_positive": 0.14346745783496379, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7446865327656269, "total_loss": 1.6412663143310056} {"data_time": 0.01070410292595625, "eta_seconds": 107059.59745275043, "iteration": 123219, "loss_fcos_cls": 0.24711543088778853, "loss_fcos_ctr": 0.6204333454370499, "loss_fcos_loc": 0.19328772037988529, "loss_mask": 0.25800423230975866, "loss_maskiou": 0.004879475178313442, "loss_sem_seg": 0.30773626477457583, "lr": 0.01, "mask_rcnn/accuracy": 0.8983577553606175, "mask_rcnn/false_negative": 0.07112428280139052, "mask_rcnn/false_positive": 0.13789544254175923, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.7321581644937396, "total_loss": 1.6167971731410944} {"data_time": 0.010564502328634262, "eta_seconds": 107077.42210816499, "iteration": 123239, "loss_fcos_cls": 0.26962186489254236, "loss_fcos_ctr": 0.619305070489645, "loss_fcos_loc": 0.19843677897006273, "loss_mask": 0.26542178448289633, "loss_maskiou": 0.005531832226552069, "loss_sem_seg": 0.32475004345178604, "lr": 0.01, "mask_rcnn/accuracy": 0.8982996636470564, "mask_rcnn/false_negative": 0.09281054524827037, "mask_rcnn/false_positive": 0.12569647154007935, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7379629425704479, "total_loss": 1.68954351884895} {"data_time": 0.00982800591737032, "eta_seconds": 107078.11498647835, "iteration": 123259, "loss_fcos_cls": 0.24895426095463336, "loss_fcos_ctr": 0.6227692808024585, "loss_fcos_loc": 0.20438532205298543, "loss_mask": 0.26876076962798834, "loss_maskiou": 0.005381367038353346, "loss_sem_seg": 0.272862097248435, "lr": 0.01, "mask_rcnn/accuracy": 0.8611307823901937, "mask_rcnn/false_negative": 0.13163630311957913, "mask_rcnn/false_positive": 0.13276554737778323, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.0, "time": 0.7283310974016786, "total_loss": 1.6285537887524697} {"data_time": 0.010604899376630783, "eta_seconds": 107122.26282355562, "iteration": 123279, "loss_fcos_cls": 0.25879425718449056, "loss_fcos_ctr": 0.6200622757896781, "loss_fcos_loc": 0.1993672022363171, "loss_mask": 0.2603081068955362, "loss_maskiou": 0.005408544297097251, "loss_sem_seg": 0.2717022751457989, "lr": 0.01, "mask_rcnn/accuracy": 0.8735028149190711, "mask_rcnn/false_negative": 0.08446466301731928, "mask_rcnn/false_positive": 0.1378366606588205, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.0, "time": 0.7387416670098901, "total_loss": 1.6639044236508198} {"data_time": 0.00968803558498621, "eta_seconds": 107087.91123356763, "iteration": 123299, "loss_fcos_cls": 0.2564216684550047, "loss_fcos_ctr": 0.6197127155028284, "loss_fcos_loc": 0.1986786094494164, "loss_mask": 0.26732499431818724, "loss_maskiou": 0.0056347397112404, "loss_sem_seg": 0.2733936489094049, "lr": 0.01, "mask_rcnn/accuracy": 0.8816365498104868, "mask_rcnn/false_negative": 0.07982736414975986, "mask_rcnn/false_positive": 0.14878407532349192, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.25, "time": 0.7342181354761124, "total_loss": 1.6318512750985974} {"data_time": 0.010142423212528229, "eta_seconds": 107073.31175418664, "iteration": 123319, "loss_fcos_cls": 0.24900415248703212, "loss_fcos_ctr": 0.6172634623944759, "loss_fcos_loc": 0.1801291898591444, "loss_mask": 0.24208696652203798, "loss_maskiou": 0.0048492930582142435, "loss_sem_seg": 0.2611983851529658, "lr": 0.01, "mask_rcnn/accuracy": 0.8901260863196954, "mask_rcnn/false_negative": 0.08830305262543572, "mask_rcnn/false_positive": 0.116108823993115, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7404304500669241, "total_loss": 1.539731316457619} {"data_time": 0.01108031440526247, "eta_seconds": 107019.73832829203, "iteration": 123339, "loss_fcos_cls": 0.24736216524615884, "loss_fcos_ctr": 0.6227353438735008, "loss_fcos_loc": 0.20018695038743317, "loss_mask": 0.2786438660696149, "loss_maskiou": 0.005241417427896522, "loss_sem_seg": 0.2498562994878739, "lr": 0.01, "mask_rcnn/accuracy": 0.8871536114445778, "mask_rcnn/false_negative": 0.10016630951600757, "mask_rcnn/false_positive": 0.12174279345597855, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 25.75, "time": 0.7351929852738976, "total_loss": 1.5988051821332192} {"data_time": 0.009409641847014427, "eta_seconds": 106989.86962042656, "iteration": 123359, "loss_fcos_cls": 0.2399148535914719, "loss_fcos_ctr": 0.6182606788352132, "loss_fcos_loc": 0.19386836769990623, "loss_mask": 0.2665064921602607, "loss_maskiou": 0.005741894638049416, "loss_sem_seg": 0.2707203138852492, "lr": 0.01, "mask_rcnn/accuracy": 0.8957372305125058, "mask_rcnn/false_negative": 0.09304317170772801, "mask_rcnn/false_positive": 0.11399812579255421, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.5, "time": 0.7233526958152652, "total_loss": 1.5900395211938303} {"data_time": 0.009722087532281876, "eta_seconds": 106990.54999919888, "iteration": 123379, "loss_fcos_cls": 0.26006214367225766, "loss_fcos_ctr": 0.6199512714520097, "loss_fcos_loc": 0.1860842180904001, "loss_mask": 0.2585745081305504, "loss_maskiou": 0.005507764282810967, "loss_sem_seg": 0.2867797154467553, "lr": 0.01, "mask_rcnn/accuracy": 0.8837457436929268, "mask_rcnn/false_negative": 0.08756810396544816, "mask_rcnn/false_positive": 0.16678511462290968, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.5, "time": 0.7246680287644267, "total_loss": 1.6050041373891872} {"data_time": 0.011046125553548336, "eta_seconds": 106960.68545784708, "iteration": 123399, "loss_fcos_cls": 0.2549899542937055, "loss_fcos_ctr": 0.6187939681112766, "loss_fcos_loc": 0.19543661561328918, "loss_mask": 0.27276078471913934, "loss_maskiou": 0.005759548381320201, "loss_sem_seg": 0.27603832306340337, "lr": 0.01, "mask_rcnn/accuracy": 0.8605099661234008, "mask_rcnn/false_negative": 0.1154519111595656, "mask_rcnn/false_positive": 0.18228821501332665, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7177527835592628, "total_loss": 1.611189788862248} {"data_time": 0.010667030699551105, "eta_seconds": 106983.54358851071, "iteration": 123419, "loss_fcos_cls": 0.25339993252418935, "loss_fcos_ctr": 0.6179960602894425, "loss_fcos_loc": 0.18880433606682345, "loss_mask": 0.25620699394494295, "loss_maskiou": 0.005613546942186076, "loss_sem_seg": 0.2661061028484255, "lr": 0.01, "mask_rcnn/accuracy": 0.8956580591420242, "mask_rcnn/false_negative": 0.09136218277610876, "mask_rcnn/false_positive": 0.14612943377172963, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7374648153781891, "total_loss": 1.6151989846039214} {"data_time": 0.010208437219262123, "eta_seconds": 107029.51453118399, "iteration": 123439, "loss_fcos_cls": 0.254816803149879, "loss_fcos_ctr": 0.6189838908612728, "loss_fcos_loc": 0.182300656568259, "loss_mask": 0.2665358684025705, "loss_maskiou": 0.005490996045409702, "loss_sem_seg": 0.26689530070871115, "lr": 0.01, "mask_rcnn/accuracy": 0.8834535645760135, "mask_rcnn/false_negative": 0.10120358059924324, "mask_rcnn/false_positive": 0.15339949266193356, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7427435535937548, "total_loss": 1.5875445176134235} {"data_time": 0.010935818776488304, "eta_seconds": 106987.99391129427, "iteration": 123459, "loss_fcos_cls": 0.24591843504458666, "loss_fcos_ctr": 0.619942981749773, "loss_fcos_loc": 0.18970140838064253, "loss_mask": 0.26550990622490644, "loss_maskiou": 0.00522164592257468, "loss_sem_seg": 0.2839006199501455, "lr": 0.01, "mask_rcnn/accuracy": 0.9024088999824067, "mask_rcnn/false_negative": 0.0956375220843832, "mask_rcnn/false_positive": 0.109674525607727, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.75, "time": 0.7263674363493919, "total_loss": 1.6195561169806751} {"data_time": 0.011271469295024872, "eta_seconds": 107000.30361844972, "iteration": 123479, "loss_fcos_cls": 0.258206098806113, "loss_fcos_ctr": 0.6177020249888301, "loss_fcos_loc": 0.18868519831448793, "loss_mask": 0.26184896752238274, "loss_maskiou": 0.005790239563793875, "loss_sem_seg": 0.2881588637828827, "lr": 0.01, "mask_rcnn/accuracy": 0.8835726957844049, "mask_rcnn/false_negative": 0.08889528278637696, "mask_rcnn/false_positive": 0.151740669453389, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.75, "time": 0.7467494206503034, "total_loss": 1.6127529876393965} {"data_time": 0.009850912727415562, "eta_seconds": 106971.92894159816, "iteration": 123499, "loss_fcos_cls": 0.25524235307238996, "loss_fcos_ctr": 0.6189917232841253, "loss_fcos_loc": 0.19359553651884198, "loss_mask": 0.2691661072894931, "loss_maskiou": 0.0059979976213071495, "loss_sem_seg": 0.3129239142872393, "lr": 0.01, "mask_rcnn/accuracy": 0.8769309807256236, "mask_rcnn/false_negative": 0.11088901314056118, "mask_rcnn/false_positive": 0.15373013342745165, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.5, "time": 0.7355643287301064, "total_loss": 1.659488121033064} {"data_time": 0.010627497918903828, "eta_seconds": 106844.35822117422, "iteration": 123519, "loss_fcos_cls": 0.25560363032855093, "loss_fcos_ctr": 0.6215514363721013, "loss_fcos_loc": 0.19257864577230066, "loss_mask": 0.26663903798907995, "loss_maskiou": 0.0055383500148309395, "loss_sem_seg": 0.2889891336672008, "lr": 0.01, "mask_rcnn/accuracy": 0.8959005138852079, "mask_rcnn/false_negative": 0.08587743391521102, "mask_rcnn/false_positive": 0.12652596021076554, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.75, "time": 0.7193708950653672, "total_loss": 1.6752715544171224} {"data_time": 0.010927957482635975, "eta_seconds": 106813.83567256294, "iteration": 123539, "loss_fcos_cls": 0.25492258626036346, "loss_fcos_ctr": 0.6226052679121494, "loss_fcos_loc": 0.19855085492599756, "loss_mask": 0.2617356851696968, "loss_maskiou": 0.005497423124324996, "loss_sem_seg": 0.3302660286426544, "lr": 0.01, "mask_rcnn/accuracy": 0.8819065783321415, "mask_rcnn/false_negative": 0.09186479341074275, "mask_rcnn/false_positive": 0.13098274233363782, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.0, "time": 0.7126362724229693, "total_loss": 1.6652515239911736} {"data_time": 0.010162178426980972, "eta_seconds": 106793.4979816163, "iteration": 123559, "loss_fcos_cls": 0.258318071719259, "loss_fcos_ctr": 0.6199741633608937, "loss_fcos_loc": 0.19218694389564916, "loss_mask": 0.27415857650339603, "loss_maskiou": 0.00559297829749994, "loss_sem_seg": 0.2978349504992366, "lr": 0.01, "mask_rcnn/accuracy": 0.8667125062500359, "mask_rcnn/false_negative": 0.09674036977522515, "mask_rcnn/false_positive": 0.1665013216676306, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.75, "time": 0.727848369628191, "total_loss": 1.6467277870469843} {"data_time": 0.010807622224092484, "eta_seconds": 106788.23798723985, "iteration": 123579, "loss_fcos_cls": 0.2586853066459298, "loss_fcos_ctr": 0.6196768218651414, "loss_fcos_loc": 0.19393130684329662, "loss_mask": 0.25288443733006716, "loss_maskiou": 0.005047832659329288, "loss_sem_seg": 0.2903702217154205, "lr": 0.01, "mask_rcnn/accuracy": 0.8956566900372261, "mask_rcnn/false_negative": 0.10170580880505103, "mask_rcnn/false_positive": 0.131038813232904, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.738929582759738, "total_loss": 1.6432727870560484} {"data_time": 0.01072388980537653, "eta_seconds": 106852.16886841785, "iteration": 123599, "loss_fcos_cls": 0.2565450827823952, "loss_fcos_ctr": 0.6180567182600498, "loss_fcos_loc": 0.18694692756980658, "loss_mask": 0.2651216583326459, "loss_maskiou": 0.005392878534621559, "loss_sem_seg": 0.28037030808627605, "lr": 0.01, "mask_rcnn/accuracy": 0.8620013914656772, "mask_rcnn/false_negative": 0.13400049997609703, "mask_rcnn/false_positive": 0.15824950522968054, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.7293318090960383, "total_loss": 1.6053903816646198} {"data_time": 0.010137924924492836, "eta_seconds": 106743.0129892556, "iteration": 123619, "loss_fcos_cls": 0.23649193695746362, "loss_fcos_ctr": 0.6221310002729297, "loss_fcos_loc": 0.19285908318124712, "loss_mask": 0.27026603277772665, "loss_maskiou": 0.006079969243728556, "loss_sem_seg": 0.2869040558580309, "lr": 0.01, "mask_rcnn/accuracy": 0.8835923258192165, "mask_rcnn/false_negative": 0.10198595384522027, "mask_rcnn/false_positive": 0.13583416855749006, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.25, "time": 0.7162248967215419, "total_loss": 1.6341926487075398} {"data_time": 0.010602571070194244, "eta_seconds": 106735.15721749607, "iteration": 123639, "loss_fcos_cls": 0.2527764530386776, "loss_fcos_ctr": 0.6177108930423856, "loss_fcos_loc": 0.1917133596725762, "loss_mask": 0.27252715919166803, "loss_maskiou": 0.006531084203743376, "loss_sem_seg": 0.29192743077874184, "lr": 0.01, "mask_rcnn/accuracy": 0.8662635010144408, "mask_rcnn/false_negative": 0.10256850525448585, "mask_rcnn/false_positive": 0.14921773333414287, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7128686029464006, "total_loss": 1.622072794896667} {"data_time": 0.009787872433662415, "eta_seconds": 106720.57202646602, "iteration": 123659, "loss_fcos_cls": 0.25209551537409425, "loss_fcos_ctr": 0.6208733543753624, "loss_fcos_loc": 0.20650373492389917, "loss_mask": 0.24781675962731242, "loss_maskiou": 0.005738305640988983, "loss_sem_seg": 0.28475057159084827, "lr": 0.01, "mask_rcnn/accuracy": 0.8747595106527075, "mask_rcnn/false_negative": 0.1076953985700362, "mask_rcnn/false_positive": 0.1369845487808459, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7268095025792718, "total_loss": 1.6228297689958708} {"data_time": 0.009665191173553467, "eta_seconds": 106700.15657202993, "iteration": 123679, "loss_fcos_cls": 0.2576928180642426, "loss_fcos_ctr": 0.623268648982048, "loss_fcos_loc": 0.20535973308142275, "loss_mask": 0.2766063427552581, "loss_maskiou": 0.005338551185559481, "loss_sem_seg": 0.25552087067626417, "lr": 0.01, "mask_rcnn/accuracy": 0.8828632305194806, "mask_rcnn/false_negative": 0.11614603445596079, "mask_rcnn/false_positive": 0.14043650313530945, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 31.75, "time": 0.7341626323759556, "total_loss": 1.607074030838703} {"data_time": 0.009988255798816681, "eta_seconds": 106711.05333949439, "iteration": 123699, "loss_fcos_cls": 0.24517085403203964, "loss_fcos_ctr": 0.6195935485884547, "loss_fcos_loc": 0.1906305504962802, "loss_mask": 0.258136716671288, "loss_maskiou": 0.005276305331790354, "loss_sem_seg": 0.29214923828840256, "lr": 0.01, "mask_rcnn/accuracy": 0.8910770352096883, "mask_rcnn/false_negative": 0.088607191281149, "mask_rcnn/false_positive": 0.13898675655478843, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7244400894269347, "total_loss": 1.6363640336930985} {"data_time": 0.009896580129861832, "eta_seconds": 106764.58572168928, "iteration": 123719, "loss_fcos_cls": 0.24089624645421281, "loss_fcos_ctr": 0.6201543444767594, "loss_fcos_loc": 0.1867965490091592, "loss_mask": 0.24994836654514074, "loss_maskiou": 0.005212538490013685, "loss_sem_seg": 0.2623011402320117, "lr": 0.01, "mask_rcnn/accuracy": 0.9073577004061698, "mask_rcnn/false_negative": 0.09009916656063596, "mask_rcnn/false_positive": 0.13180355072472733, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.25, "time": 0.735814237035811, "total_loss": 1.5976967675669584} {"data_time": 0.009810649789869785, "eta_seconds": 106710.2778388597, "iteration": 123739, "loss_fcos_cls": 0.24855347583070397, "loss_fcos_ctr": 0.6211650930345058, "loss_fcos_loc": 0.19665806950069964, "loss_mask": 0.27385953487828374, "loss_maskiou": 0.005651393526932225, "loss_sem_seg": 0.2702313531190157, "lr": 0.01, "mask_rcnn/accuracy": 0.8875022129797355, "mask_rcnn/false_negative": 0.0956324090862132, "mask_rcnn/false_positive": 0.134496571368756, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7293662512674928, "total_loss": 1.6142048721048923} {"data_time": 0.009949162602424622, "eta_seconds": 106656.95980420802, "iteration": 123759, "loss_fcos_cls": 0.2642288007773459, "loss_fcos_ctr": 0.6185765024274588, "loss_fcos_loc": 0.19719097945198882, "loss_mask": 0.2721041049808264, "loss_maskiou": 0.006307386953267269, "loss_sem_seg": 0.2960133517626673, "lr": 0.01, "mask_rcnn/accuracy": 0.8817223317898588, "mask_rcnn/false_negative": 0.09717267947392484, "mask_rcnn/false_positive": 0.1443436924244292, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.25, "time": 0.7034345380961895, "total_loss": 1.66807141969457} {"data_time": 0.009864049032330513, "eta_seconds": 106642.3733394267, "iteration": 123779, "loss_fcos_cls": 0.2460193558363244, "loss_fcos_ctr": 0.6197306159883738, "loss_fcos_loc": 0.19460690568666905, "loss_mask": 0.2595109469257295, "loss_maskiou": 0.006230782571947202, "loss_sem_seg": 0.2735728193074465, "lr": 0.01, "mask_rcnn/accuracy": 0.8776782962375889, "mask_rcnn/false_negative": 0.09607698691672467, "mask_rcnn/false_positive": 0.1286186568410697, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 23.5, "time": 0.7395659685134888, "total_loss": 1.6218959088510019} {"data_time": 0.009741530753672123, "eta_seconds": 106627.78687464539, "iteration": 123799, "loss_fcos_cls": 0.25216815480962396, "loss_fcos_ctr": 0.618878273293376, "loss_fcos_loc": 0.19419301464222372, "loss_mask": 0.28138945531100035, "loss_maskiou": 0.006071604409953579, "loss_sem_seg": 0.3061782782897353, "lr": 0.01, "mask_rcnn/accuracy": 0.8664978914622433, "mask_rcnn/false_negative": 0.11669773989292266, "mask_rcnn/false_positive": 0.1461903807895673, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7210427606478333, "total_loss": 1.6424728815763956} {"data_time": 0.010276577435433865, "eta_seconds": 106613.20040986408, "iteration": 123819, "loss_fcos_cls": 0.2528953754808754, "loss_fcos_ctr": 0.6180515671148896, "loss_fcos_loc": 0.1942632021382451, "loss_mask": 0.25899331737309694, "loss_maskiou": 0.0055369287638313835, "loss_sem_seg": 0.2769531086087227, "lr": 0.01, "mask_rcnn/accuracy": 0.8915232618471117, "mask_rcnn/false_negative": 0.09001787242286244, "mask_rcnn/false_positive": 0.13051266956418306, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.7236750572919846, "total_loss": 1.6267744525612216} {"data_time": 0.010206279344856739, "eta_seconds": 106591.93738227431, "iteration": 123839, "loss_fcos_cls": 0.24845179193653166, "loss_fcos_ctr": 0.6196538894437253, "loss_fcos_loc": 0.18055394059047103, "loss_mask": 0.2588013829663396, "loss_maskiou": 0.005203150263696443, "loss_sem_seg": 0.28836882719770074, "lr": 0.01, "mask_rcnn/accuracy": 0.8803001751230345, "mask_rcnn/false_negative": 0.08978866307932751, "mask_rcnn/false_positive": 0.12820074918089924, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.5, "time": 0.7274070708081126, "total_loss": 1.619897130098252} {"data_time": 0.009880508296191692, "eta_seconds": 106568.89702498633, "iteration": 123859, "loss_fcos_cls": 0.2543097207089886, "loss_fcos_ctr": 0.620394179597497, "loss_fcos_loc": 0.1971811359981075, "loss_mask": 0.25871582981199026, "loss_maskiou": 0.005182855202292558, "loss_sem_seg": 0.3096781992353499, "lr": 0.01, "mask_rcnn/accuracy": 0.8899694412322836, "mask_rcnn/false_negative": 0.09907420101896618, "mask_rcnn/false_positive": 0.12584370642234516, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 37.25, "time": 0.7116747871041298, "total_loss": 1.6577949139318662} {"data_time": 0.009966328740119934, "eta_seconds": 106579.76244195364, "iteration": 123879, "loss_fcos_cls": 0.2610386984888464, "loss_fcos_ctr": 0.6219890676438808, "loss_fcos_loc": 0.20368386758491397, "loss_mask": 0.27972621191293, "loss_maskiou": 0.0057803357049124315, "loss_sem_seg": 0.27570868702605367, "lr": 0.01, "mask_rcnn/accuracy": 0.8685857238633657, "mask_rcnn/false_negative": 0.09747483829813272, "mask_rcnn/false_positive": 0.1693789524726867, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.25, "time": 0.7394251581281424, "total_loss": 1.6511946100290515} {"data_time": 0.009788032621145248, "eta_seconds": 106534.168260484, "iteration": 123899, "loss_fcos_cls": 0.24995069624856114, "loss_fcos_ctr": 0.6197384344413877, "loss_fcos_loc": 0.1883581797592342, "loss_mask": 0.25849203998222947, "loss_maskiou": 0.005309326075803256, "loss_sem_seg": 0.26661250181496143, "lr": 0.01, "mask_rcnn/accuracy": 0.8978199220134704, "mask_rcnn/false_negative": 0.09295693582734191, "mask_rcnn/false_positive": 0.10152450945329924, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 19.75, "time": 0.7258936958387494, "total_loss": 1.5992495382743073} {"data_time": 0.010132077150046825, "eta_seconds": 106533.59517750982, "iteration": 123919, "loss_fcos_cls": 0.24959628109354526, "loss_fcos_ctr": 0.6169112268835306, "loss_fcos_loc": 0.1902433584909886, "loss_mask": 0.27079635625705123, "loss_maskiou": 0.00576041726526455, "loss_sem_seg": 0.3041684052441269, "lr": 0.01, "mask_rcnn/accuracy": 0.899571056517576, "mask_rcnn/false_negative": 0.09857567855068898, "mask_rcnn/false_positive": 0.12345096837324278, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7306317519396544, "total_loss": 1.6416278684846475} {"data_time": 0.009784878231585026, "eta_seconds": 106485.35691567231, "iteration": 123939, "loss_fcos_cls": 0.256016657454893, "loss_fcos_ctr": 0.616894185077399, "loss_fcos_loc": 0.18570825667120516, "loss_mask": 0.2627575926017016, "loss_maskiou": 0.005335262787411921, "loss_sem_seg": 0.2750238925218582, "lr": 0.01, "mask_rcnn/accuracy": 0.8892194004467459, "mask_rcnn/false_negative": 0.0914821399732405, "mask_rcnn/false_positive": 0.11245220096688696, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7091017216444016, "total_loss": 1.5795611643916345} {"data_time": 0.009642010554671288, "eta_seconds": 106470.77597251628, "iteration": 123959, "loss_fcos_cls": 0.25543614150956273, "loss_fcos_ctr": 0.6218772470019758, "loss_fcos_loc": 0.20200560917146504, "loss_mask": 0.2752157784998417, "loss_maskiou": 0.005334929599484894, "loss_sem_seg": 0.2802063999697566, "lr": 0.01, "mask_rcnn/accuracy": 0.8812441361077574, "mask_rcnn/false_negative": 0.08708252778882472, "mask_rcnn/false_positive": 0.1430032537290281, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.0, "time": 0.7354024555534124, "total_loss": 1.6353781441503088} {"data_time": 0.010107200592756271, "eta_seconds": 106434.48733801115, "iteration": 123979, "loss_fcos_cls": 0.243470374844037, "loss_fcos_ctr": 0.6179200951009989, "loss_fcos_loc": 0.18732282263226807, "loss_mask": 0.25700702564790845, "loss_maskiou": 0.004993809809093364, "loss_sem_seg": 0.26645146822556853, "lr": 0.01, "mask_rcnn/accuracy": 0.8956074318324478, "mask_rcnn/false_negative": 0.08373637881769636, "mask_rcnn/false_positive": 0.13049962031488307, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.5, "time": 0.7135159457102418, "total_loss": 1.6244361962453695} {"data_time": 0.009262757375836372, "eta_seconds": 106425.47002592683, "iteration": 123999, "loss_fcos_cls": 0.2568031686823815, "loss_fcos_ctr": 0.6223252196796238, "loss_fcos_loc": 0.2021873709745705, "loss_mask": 0.28063109423965216, "loss_maskiou": 0.0052832128494628705, "loss_sem_seg": 0.27052783709950745, "lr": 0.01, "mask_rcnn/accuracy": 0.8694772795481829, "mask_rcnn/false_negative": 0.12213545419132653, "mask_rcnn/false_positive": 0.14781664805904687, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7450167452916503, "total_loss": 1.6276191042088612} {"data_time": 0.009797858074307442, "eta_seconds": 106410.89129427075, "iteration": 124019, "loss_fcos_cls": 0.26192892575636506, "loss_fcos_ctr": 0.6196217620745301, "loss_fcos_loc": 0.18573694163933396, "loss_mask": 0.24973059073090553, "loss_maskiou": 0.004933076474117115, "loss_sem_seg": 0.2924468768760562, "lr": 0.01, "mask_rcnn/accuracy": 0.9023267166377005, "mask_rcnn/false_negative": 0.08229580611522526, "mask_rcnn/false_positive": 0.13031035117123363, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7303211847320199, "total_loss": 1.6268769751332002} {"data_time": 0.010239074006676674, "eta_seconds": 106429.77883708291, "iteration": 124039, "loss_fcos_cls": 0.2528743940638378, "loss_fcos_ctr": 0.6200830051675439, "loss_fcos_loc": 0.18797474901657552, "loss_mask": 0.27045795414596796, "loss_maskiou": 0.005890341264603194, "loss_sem_seg": 0.2748066554777324, "lr": 0.01, "mask_rcnn/accuracy": 0.8740365758914668, "mask_rcnn/false_negative": 0.097491676588192, "mask_rcnn/false_positive": 0.1452844878088666, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7304392969235778, "total_loss": 1.6349440006270015} {"data_time": 0.010378813371062279, "eta_seconds": 106417.49919646885, "iteration": 124059, "loss_fcos_cls": 0.24923420930281281, "loss_fcos_ctr": 0.6189757641404867, "loss_fcos_loc": 0.1956397278700024, "loss_mask": 0.2846329277381301, "loss_maskiou": 0.005540503696465748, "loss_sem_seg": 0.26283877482637763, "lr": 0.01, "mask_rcnn/accuracy": 0.8730142445176828, "mask_rcnn/false_negative": 0.09848242175030839, "mask_rcnn/false_positive": 0.14322536575984432, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.7354219388216734, "total_loss": 1.6200356930712587} {"data_time": 0.00962178036570549, "eta_seconds": 106402.91556346696, "iteration": 124079, "loss_fcos_cls": 0.25115123705472797, "loss_fcos_ctr": 0.6172404023818672, "loss_fcos_loc": 0.18335126369493082, "loss_mask": 0.2586298515088856, "loss_maskiou": 0.00547453697072342, "loss_sem_seg": 0.27553263562731445, "lr": 0.01, "mask_rcnn/accuracy": 0.8922912770909286, "mask_rcnn/false_negative": 0.07149294643434344, "mask_rcnn/false_positive": 0.15132338864837147, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.5, "time": 0.7430842220783234, "total_loss": 1.61725523435598} {"data_time": 0.010480867698788643, "eta_seconds": 106393.88429559488, "iteration": 124099, "loss_fcos_cls": 0.2495058279018849, "loss_fcos_ctr": 0.6160640749149024, "loss_fcos_loc": 0.17993139103055, "loss_mask": 0.265108990482986, "loss_maskiou": 0.005250598071143031, "loss_sem_seg": 0.2544144650455564, "lr": 0.01, "mask_rcnn/accuracy": 0.8974429771908763, "mask_rcnn/false_negative": 0.08776974149384233, "mask_rcnn/false_positive": 0.13613077114354588, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7221582047641277, "total_loss": 1.5923719269121648} {"data_time": 0.010110416449606419, "eta_seconds": 106375.69615480676, "iteration": 124119, "loss_fcos_cls": 0.25319884152850136, "loss_fcos_ctr": 0.6198250027373433, "loss_fcos_loc": 0.19695713627152145, "loss_mask": 0.26336550479754806, "loss_maskiou": 0.005228570647886954, "loss_sem_seg": 0.31954269483685493, "lr": 0.01, "mask_rcnn/accuracy": 0.8710813871002947, "mask_rcnn/false_negative": 0.08701783759527752, "mask_rcnn/false_positive": 0.15548302114299994, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 34.0, "time": 0.7320843683555722, "total_loss": 1.6484697037521983} {"data_time": 0.011149418540298939, "eta_seconds": 106317.61077357456, "iteration": 124139, "loss_fcos_cls": 0.24888161779381335, "loss_fcos_ctr": 0.6177371283993125, "loss_fcos_loc": 0.18687717436114326, "loss_mask": 0.2550238212570548, "loss_maskiou": 0.005247343106020708, "loss_sem_seg": 0.3008864517323673, "lr": 0.01, "mask_rcnn/accuracy": 0.9082340522805508, "mask_rcnn/false_negative": 0.06989132975396237, "mask_rcnn/false_positive": 0.11645549136029316, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.25, "time": 0.7116662887856364, "total_loss": 1.649160254317394} {"data_time": 0.011094992980360985, "eta_seconds": 106308.84017267823, "iteration": 124159, "loss_fcos_cls": 0.2647226401604712, "loss_fcos_ctr": 0.6198466145433486, "loss_fcos_loc": 0.1966050352784805, "loss_mask": 0.2555152792483568, "loss_maskiou": 0.005585122838965617, "loss_sem_seg": 0.3009326169267297, "lr": 0.01, "mask_rcnn/accuracy": 0.8813544125133046, "mask_rcnn/false_negative": 0.09888841267801704, "mask_rcnn/false_positive": 0.14542120469169165, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.5, "time": 0.7423713048920035, "total_loss": 1.6368780914926901} {"data_time": 0.010371862910687923, "eta_seconds": 106310.3855977999, "iteration": 124179, "loss_fcos_cls": 0.25820762175135314, "loss_fcos_ctr": 0.6205864949151874, "loss_fcos_loc": 0.19918763474561274, "loss_mask": 0.2706639738753438, "loss_maskiou": 0.005505371518665925, "loss_sem_seg": 0.3026467990130186, "lr": 0.01, "mask_rcnn/accuracy": 0.8939350211309314, "mask_rcnn/false_negative": 0.10884057603275316, "mask_rcnn/false_positive": 0.1046862164978982, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7105338806286454, "total_loss": 1.657749357924331} {"data_time": 0.00953912828117609, "eta_seconds": 106273.87696778402, "iteration": 124199, "loss_fcos_cls": 0.25564249977469444, "loss_fcos_ctr": 0.6201271554455161, "loss_fcos_loc": 0.1937014632858336, "loss_mask": 0.2732654735445976, "loss_maskiou": 0.005588618345427676, "loss_sem_seg": 0.29359057964757085, "lr": 0.01, "mask_rcnn/accuracy": 0.8888003334748833, "mask_rcnn/false_negative": 0.09834119022672083, "mask_rcnn/false_positive": 0.1281053677548059, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.25, "time": 0.737603927962482, "total_loss": 1.6347815997723956} {"data_time": 0.009486396797001362, "eta_seconds": 106227.04449459072, "iteration": 124219, "loss_fcos_cls": 0.23917601769790053, "loss_fcos_ctr": 0.6208629668690264, "loss_fcos_loc": 0.1970414217794314, "loss_mask": 0.26232157927006483, "loss_maskiou": 0.005427785392384976, "loss_sem_seg": 0.2661208650097251, "lr": 0.01, "mask_rcnn/accuracy": 0.9020479599356324, "mask_rcnn/false_negative": 0.09814089219927881, "mask_rcnn/false_positive": 0.10571561369526897, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7254393771290779, "total_loss": 1.5910827733459882} {"data_time": 0.010082454420626163, "eta_seconds": 106194.4803765826, "iteration": 124239, "loss_fcos_cls": 0.2544032162986696, "loss_fcos_ctr": 0.620559343136847, "loss_fcos_loc": 0.19854796747677028, "loss_mask": 0.2646754262968898, "loss_maskiou": 0.005904714787902776, "loss_sem_seg": 0.26327653508633375, "lr": 0.01, "mask_rcnn/accuracy": 0.8922044512249344, "mask_rcnn/false_negative": 0.08019204330265481, "mask_rcnn/false_positive": 0.13894116585908228, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.25, "time": 0.7442662352696061, "total_loss": 1.604589506649063} {"data_time": 0.009607109241187572, "eta_seconds": 106165.76512252633, "iteration": 124259, "loss_fcos_cls": 0.24797600647434592, "loss_fcos_ctr": 0.6203367975540459, "loss_fcos_loc": 0.1914774336037226, "loss_mask": 0.2694579688832164, "loss_maskiou": 0.005277584543364355, "loss_sem_seg": 0.2997535550966859, "lr": 0.01, "mask_rcnn/accuracy": 0.8727777795900968, "mask_rcnn/false_negative": 0.10093992957854869, "mask_rcnn/false_positive": 0.1442983450401431, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.5, "time": 0.7056949213147163, "total_loss": 1.6481289827061119} {"data_time": 0.009972418658435345, "eta_seconds": 106141.34785364475, "iteration": 124279, "loss_fcos_cls": 0.25189450790639967, "loss_fcos_ctr": 0.6161377634853125, "loss_fcos_loc": 0.1866602079826407, "loss_mask": 0.25431376602500677, "loss_maskiou": 0.005085529861389659, "loss_sem_seg": 0.3197152130305767, "lr": 0.01, "mask_rcnn/accuracy": 0.9031893449344023, "mask_rcnn/false_negative": 0.08389750129409523, "mask_rcnn/false_positive": 0.11060802598140783, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.5, "time": 0.7327650245279074, "total_loss": 1.6244179197383346} {"data_time": 0.009733887389302254, "eta_seconds": 106136.62692116294, "iteration": 124299, "loss_fcos_cls": 0.2693421038566157, "loss_fcos_ctr": 0.61801787186414, "loss_fcos_loc": 0.1937782340683043, "loss_mask": 0.2603360405191779, "loss_maskiou": 0.005269807021250017, "loss_sem_seg": 0.2876859644893557, "lr": 0.01, "mask_rcnn/accuracy": 0.9053476179432812, "mask_rcnn/false_negative": 0.08349620578587158, "mask_rcnn/false_positive": 0.09795061092881133, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7319598356261849, "total_loss": 1.6548693987278966} {"data_time": 0.009239439852535725, "eta_seconds": 106096.30895709153, "iteration": 124319, "loss_fcos_cls": 0.27708098595030606, "loss_fcos_ctr": 0.6196631961502135, "loss_fcos_loc": 0.19449477887246758, "loss_mask": 0.26274291425943375, "loss_maskiou": 0.0056762489839456975, "loss_sem_seg": 0.3412422304973006, "lr": 0.01, "mask_rcnn/accuracy": 0.8741401901669759, "mask_rcnn/false_negative": 0.09567475235760212, "mask_rcnn/false_positive": 0.14527470456690345, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 28.5, "time": 0.7221094090491533, "total_loss": 1.6637124027038226} {"data_time": 0.009244486689567566, "eta_seconds": 106028.87526951451, "iteration": 124339, "loss_fcos_cls": 0.25960865418892354, "loss_fcos_ctr": 0.6213752115145326, "loss_fcos_loc": 0.19834493042435497, "loss_mask": 0.26499862410128117, "loss_maskiou": 0.005495751727721654, "loss_sem_seg": 0.2977536404505372, "lr": 0.01, "mask_rcnn/accuracy": 0.8870398259085928, "mask_rcnn/false_negative": 0.08347795245105752, "mask_rcnn/false_positive": 0.14320289407859776, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.25, "time": 0.7267594551667571, "total_loss": 1.627533462800784} {"data_time": 0.010046783834695816, "eta_seconds": 106024.12432275899, "iteration": 124359, "loss_fcos_cls": 0.2537409660872072, "loss_fcos_ctr": 0.6182693680748343, "loss_fcos_loc": 0.1867024500388652, "loss_mask": 0.26330392714589834, "loss_maskiou": 0.005829797752085142, "loss_sem_seg": 0.2972720507532358, "lr": 0.01, "mask_rcnn/accuracy": 0.8892317061959919, "mask_rcnn/false_negative": 0.09479973866353583, "mask_rcnn/false_positive": 0.12268790041012825, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.25, "time": 0.7358886580914259, "total_loss": 1.6178093825874384} {"data_time": 0.01060963049530983, "eta_seconds": 106068.50910847168, "iteration": 124379, "loss_fcos_cls": 0.26057150930864736, "loss_fcos_ctr": 0.6205975753255188, "loss_fcos_loc": 0.1955244296696037, "loss_mask": 0.2665013521909714, "loss_maskiou": 0.0051699658506549895, "loss_sem_seg": 0.2937822563108057, "lr": 0.01, "mask_rcnn/accuracy": 0.9002157243314661, "mask_rcnn/false_negative": 0.06168800309923013, "mask_rcnn/false_positive": 0.1381208881258547, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.0, "time": 0.7386454995721579, "total_loss": 1.6796109440692817} {"data_time": 0.008807921782135963, "eta_seconds": 106117.93238443881, "iteration": 124399, "loss_fcos_cls": 0.2551134831737727, "loss_fcos_ctr": 0.621000749990344, "loss_fcos_loc": 0.19531558046583086, "loss_mask": 0.27601539716124535, "loss_maskiou": 0.006044073226803448, "loss_sem_seg": 0.33812578534707427, "lr": 0.01, "mask_rcnn/accuracy": 0.8764491213151928, "mask_rcnn/false_negative": 0.10935478266598378, "mask_rcnn/false_positive": 0.12641659120165294, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 40.25, "time": 0.7380521185696125, "total_loss": 1.7001367831762764} {"data_time": 0.010053710080683231, "eta_seconds": 106063.34100138769, "iteration": 124419, "loss_fcos_cls": 0.27987652854062617, "loss_fcos_ctr": 0.6206356305629015, "loss_fcos_loc": 0.20018970433739014, "loss_mask": 0.2706546722911298, "loss_maskiou": 0.005518776328244712, "loss_sem_seg": 0.2995616439729929, "lr": 0.01, "mask_rcnn/accuracy": 0.8657591943027211, "mask_rcnn/false_negative": 0.116718283114557, "mask_rcnn/false_positive": 0.1288445325021882, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.5, "time": 0.7351189022883773, "total_loss": 1.6632333296875004} {"data_time": 0.009234573692083359, "eta_seconds": 106034.6432163911, "iteration": 124439, "loss_fcos_cls": 0.26536507823038846, "loss_fcos_ctr": 0.6199393542483449, "loss_fcos_loc": 0.19347459776327014, "loss_mask": 0.2640822483226657, "loss_maskiou": 0.0052221862351871096, "loss_sem_seg": 0.2710555326193571, "lr": 0.01, "mask_rcnn/accuracy": 0.8798929344465058, "mask_rcnn/false_negative": 0.09083849820063629, "mask_rcnn/false_positive": 0.14661209691841126, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.5, "time": 0.7383661102503538, "total_loss": 1.6062212810429628} {"data_time": 0.010740678757429123, "eta_seconds": 106074.2027675882, "iteration": 124459, "loss_fcos_cls": 0.2404303594958037, "loss_fcos_ctr": 0.619005860760808, "loss_fcos_loc": 0.19392218708526343, "loss_mask": 0.26645526476204395, "loss_maskiou": 0.005243873820290901, "loss_sem_seg": 0.25210837414488196, "lr": 0.01, "mask_rcnn/accuracy": 0.8854843866939223, "mask_rcnn/false_negative": 0.09777153506595526, "mask_rcnn/false_positive": 0.14064987399759227, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.5, "time": 0.7440979750826955, "total_loss": 1.59137174514035} {"data_time": 0.010749653913080692, "eta_seconds": 106037.58886204194, "iteration": 124479, "loss_fcos_cls": 0.26082052709534764, "loss_fcos_ctr": 0.6226707799360156, "loss_fcos_loc": 0.19597416138276458, "loss_mask": 0.26867539156228304, "loss_maskiou": 0.005384193987993058, "loss_sem_seg": 0.29332065349444747, "lr": 0.01, "mask_rcnn/accuracy": 0.8910659620991254, "mask_rcnn/false_negative": 0.08513565560483241, "mask_rcnn/false_positive": 0.13170222697171455, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.75, "time": 0.7393355257809162, "total_loss": 1.6390572218588204} {"data_time": 0.010313525795936584, "eta_seconds": 106005.0568346344, "iteration": 124499, "loss_fcos_cls": 0.246637552510947, "loss_fcos_ctr": 0.6219271318987012, "loss_fcos_loc": 0.19589416880626231, "loss_mask": 0.2726926365867257, "loss_maskiou": 0.005818028730573133, "loss_sem_seg": 0.2847248427569866, "lr": 0.01, "mask_rcnn/accuracy": 0.8847434748779854, "mask_rcnn/false_negative": 0.07512788981197972, "mask_rcnn/false_positive": 0.1530599713837654, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7197519447654486, "total_loss": 1.6102206400537398} {"data_time": 0.010202324017882347, "eta_seconds": 106080.67833174206, "iteration": 124519, "loss_fcos_cls": 0.2565818268340081, "loss_fcos_ctr": 0.6207187073305249, "loss_fcos_loc": 0.19054011045955122, "loss_mask": 0.2562839603051543, "loss_maskiou": 0.005062448522949126, "loss_sem_seg": 0.28479892387986183, "lr": 0.01, "mask_rcnn/accuracy": 0.8966414027000762, "mask_rcnn/false_negative": 0.0881845146227916, "mask_rcnn/false_positive": 0.12212834568742877, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.5, "time": 0.734722189605236, "total_loss": 1.6337957865034696} {"data_time": 0.010779513977468014, "eta_seconds": 106126.37208522018, "iteration": 124539, "loss_fcos_cls": 0.25193446583580226, "loss_fcos_ctr": 0.6216109693050385, "loss_fcos_loc": 0.19646018045023084, "loss_mask": 0.2755898628383875, "loss_maskiou": 0.006174097696202807, "loss_sem_seg": 0.2843188657425344, "lr": 0.01, "mask_rcnn/accuracy": 0.8705639820378626, "mask_rcnn/false_negative": 0.10514539606245964, "mask_rcnn/false_positive": 0.1478262617107402, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7626512227579951, "total_loss": 1.634332812827779} {"data_time": 0.00990857183933258, "eta_seconds": 106111.78035656642, "iteration": 124559, "loss_fcos_cls": 0.25616924138739705, "loss_fcos_ctr": 0.6185038285329938, "loss_fcos_loc": 0.1903358823619783, "loss_mask": 0.2598431594669819, "loss_maskiou": 0.00566959407296963, "loss_sem_seg": 0.28041332587599754, "lr": 0.01, "mask_rcnn/accuracy": 0.8821416759972933, "mask_rcnn/false_negative": 0.08824334486663654, "mask_rcnn/false_positive": 0.13399252580159296, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.25, "time": 0.7302279006689787, "total_loss": 1.6167016149120172} {"data_time": 0.010552387684583664, "eta_seconds": 106016.49767578673, "iteration": 124579, "loss_fcos_cls": 0.24270835681818426, "loss_fcos_ctr": 0.6214189312886447, "loss_fcos_loc": 0.1962406174861826, "loss_mask": 0.26091501861810684, "loss_maskiou": 0.005203979504585732, "loss_sem_seg": 0.2679629120975733, "lr": 0.01, "mask_rcnn/accuracy": 0.8746598540302315, "mask_rcnn/false_negative": 0.09354868096949892, "mask_rcnn/false_positive": 0.13827798921327622, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.5, "time": 0.7108043199405074, "total_loss": 1.5929154623227078} {"data_time": 0.009684830904006958, "eta_seconds": 105973.48133519478, "iteration": 124599, "loss_fcos_cls": 0.2593891473952681, "loss_fcos_ctr": 0.6190998097881675, "loss_fcos_loc": 0.19182430545333773, "loss_mask": 0.2573455171659589, "loss_maskiou": 0.004819494235562161, "loss_sem_seg": 0.25537341134622693, "lr": 0.01, "mask_rcnn/accuracy": 0.8966895786092215, "mask_rcnn/false_negative": 0.08728634083308581, "mask_rcnn/false_positive": 0.14057746998868031, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 37.75, "time": 0.7339437818154693, "total_loss": 1.5856639767152956} {"data_time": 0.009865958243608475, "eta_seconds": 105958.90461545624, "iteration": 124619, "loss_fcos_cls": 0.2483309186063707, "loss_fcos_ctr": 0.6207945230416954, "loss_fcos_loc": 0.1974281032453291, "loss_mask": 0.2702557649463415, "loss_maskiou": 0.005758117637014948, "loss_sem_seg": 0.28506623255088925, "lr": 0.01, "mask_rcnn/accuracy": 0.8816015275298457, "mask_rcnn/false_negative": 0.08877658196106022, "mask_rcnn/false_positive": 0.147522962775061, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7205448905006051, "total_loss": 1.6090587587750633} {"data_time": 0.00923167821019888, "eta_seconds": 105972.75578252133, "iteration": 124639, "loss_fcos_cls": 0.24714828713331372, "loss_fcos_ctr": 0.6193983564153314, "loss_fcos_loc": 0.19861091824714094, "loss_mask": 0.2668551988899708, "loss_maskiou": 0.005654339700413402, "loss_sem_seg": 0.22417233511805534, "lr": 0.01, "mask_rcnn/accuracy": 0.8636473149866006, "mask_rcnn/false_negative": 0.10412297478175486, "mask_rcnn/false_positive": 0.15051305218594382, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7262497739866376, "total_loss": 1.564579360292555} {"data_time": 0.010326256044209003, "eta_seconds": 105929.75117597915, "iteration": 124659, "loss_fcos_cls": 0.2467200867831707, "loss_fcos_ctr": 0.6178651787340641, "loss_fcos_loc": 0.18690408172551543, "loss_mask": 0.2673951927572489, "loss_maskiou": 0.00528887208110973, "loss_sem_seg": 0.257731196237728, "lr": 0.01, "mask_rcnn/accuracy": 0.8781109542031098, "mask_rcnn/false_negative": 0.08634309228403825, "mask_rcnn/false_positive": 0.1508073027586639, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7193902796134353, "total_loss": 1.6113827722911083} {"data_time": 0.010497617535293102, "eta_seconds": 105843.03879567329, "iteration": 124679, "loss_fcos_cls": 0.24331649171654135, "loss_fcos_ctr": 0.6196702048182487, "loss_fcos_loc": 0.19183051004074514, "loss_mask": 0.26359390933066607, "loss_maskiou": 0.005830572241393384, "loss_sem_seg": 0.2840204059612006, "lr": 0.01, "mask_rcnn/accuracy": 0.8938146720731404, "mask_rcnn/false_negative": 0.1025195901461696, "mask_rcnn/false_positive": 0.10464583819630235, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7150904759764671, "total_loss": 1.6277252041909378} {"data_time": 0.008854235522449017, "eta_seconds": 105843.6384988632, "iteration": 124699, "loss_fcos_cls": 0.24978987919166684, "loss_fcos_ctr": 0.6187178986147046, "loss_fcos_loc": 0.1972937637474388, "loss_mask": 0.26551853213459253, "loss_maskiou": 0.005767521157395095, "loss_sem_seg": 0.2568526656832546, "lr": 0.01, "mask_rcnn/accuracy": 0.8763798486167953, "mask_rcnn/false_negative": 0.0962576500856604, "mask_rcnn/false_positive": 0.15539507773481903, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 38.0, "time": 0.7355058370158076, "total_loss": 1.6250620400096523} {"data_time": 0.010522841475903988, "eta_seconds": 105820.85737488326, "iteration": 124719, "loss_fcos_cls": 0.25348409498110414, "loss_fcos_ctr": 0.6246851840987802, "loss_fcos_loc": 0.20477658859454095, "loss_mask": 0.27154939714819193, "loss_maskiou": 0.00612605852438719, "loss_sem_seg": 0.284531268524006, "lr": 0.01, "mask_rcnn/accuracy": 0.8776072405750732, "mask_rcnn/false_negative": 0.10568872936067043, "mask_rcnn/false_positive": 0.1462774422462425, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7320083789527416, "total_loss": 1.6576409063745814} {"data_time": 0.0098098861053586, "eta_seconds": 105799.33841976244, "iteration": 124739, "loss_fcos_cls": 0.2505562510341406, "loss_fcos_ctr": 0.618465316016227, "loss_fcos_loc": 0.1881850475911051, "loss_mask": 0.2662496082484722, "loss_maskiou": 0.005183810892049223, "loss_sem_seg": 0.2765445029363036, "lr": 0.01, "mask_rcnn/accuracy": 0.8797529524656109, "mask_rcnn/false_negative": 0.09336564181563178, "mask_rcnn/false_positive": 0.13727071265530005, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.5, "time": 0.7265444472432137, "total_loss": 1.5957523132383358} {"data_time": 0.010109376162290573, "eta_seconds": 105784.77162779216, "iteration": 124759, "loss_fcos_cls": 0.25345773040317, "loss_fcos_ctr": 0.6193589996546507, "loss_fcos_loc": 0.19092147125047632, "loss_mask": 0.2644828148186207, "loss_maskiou": 0.005246038534096442, "loss_sem_seg": 0.2956340052187443, "lr": 0.01, "mask_rcnn/accuracy": 0.8686209571547918, "mask_rcnn/false_negative": 0.0983940337198609, "mask_rcnn/false_positive": 0.13378620314199927, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.5, "time": 0.7188161369413137, "total_loss": 1.6540908830793342} {"data_time": 0.010709812864661217, "eta_seconds": 105733.14550690167, "iteration": 124779, "loss_fcos_cls": 0.2509048932697624, "loss_fcos_ctr": 0.6205209065228701, "loss_fcos_loc": 0.19457549508661032, "loss_mask": 0.27321775211021304, "loss_maskiou": 0.005860553894308396, "loss_sem_seg": 0.3079466591589153, "lr": 0.01, "mask_rcnn/accuracy": 0.8925194572267734, "mask_rcnn/false_negative": 0.10164999960221803, "mask_rcnn/false_positive": 0.11597538556348308, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.7269498594105244, "total_loss": 1.6861618286784505} {"data_time": 0.010312921367585659, "eta_seconds": 105762.5863787448, "iteration": 124799, "loss_fcos_cls": 0.25781027250923216, "loss_fcos_ctr": 0.6187980128452182, "loss_fcos_loc": 0.18927698757033795, "loss_mask": 0.26586946938186884, "loss_maskiou": 0.006931420866749249, "loss_sem_seg": 0.307496496476233, "lr": 0.01, "mask_rcnn/accuracy": 0.8820327238038073, "mask_rcnn/false_negative": 0.07968614203296792, "mask_rcnn/false_positive": 0.1457865394227149, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.25, "time": 0.7483277032151818, "total_loss": 1.6477286660519894} {"data_time": 0.010037953965365887, "eta_seconds": 105735.93690953776, "iteration": 124819, "loss_fcos_cls": 0.2518921869341284, "loss_fcos_ctr": 0.6230988055467606, "loss_fcos_loc": 0.19105158327147365, "loss_mask": 0.26777563989162445, "loss_maskiou": 0.005780258768936619, "loss_sem_seg": 0.3018244574777782, "lr": 0.01, "mask_rcnn/accuracy": 0.8466771323914182, "mask_rcnn/false_negative": 0.10560904718445928, "mask_rcnn/false_positive": 0.17369272726225515, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.75, "time": 0.716939932666719, "total_loss": 1.6564689560691477} {"data_time": 0.009866958484053612, "eta_seconds": 105727.83880215045, "iteration": 124839, "loss_fcos_cls": 0.2549915739800781, "loss_fcos_ctr": 0.6229586368426681, "loss_fcos_loc": 0.19598003244027495, "loss_mask": 0.2695182375609875, "loss_maskiou": 0.006298781434452394, "loss_sem_seg": 0.27557259472087026, "lr": 0.01, "mask_rcnn/accuracy": 0.8807393799006883, "mask_rcnn/false_negative": 0.10393856408865243, "mask_rcnn/false_positive": 0.13976910288506122, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.75, "time": 0.7410546569153666, "total_loss": 1.6545263272892043} {"data_time": 0.009794720448553562, "eta_seconds": 105679.74335796945, "iteration": 124859, "loss_fcos_cls": 0.2631439558463171, "loss_fcos_ctr": 0.6200595740228891, "loss_fcos_loc": 0.19369335984811187, "loss_mask": 0.2671331288293004, "loss_maskiou": 0.005209233975620009, "loss_sem_seg": 0.29575969791039824, "lr": 0.01, "mask_rcnn/accuracy": 0.8921679365930237, "mask_rcnn/false_negative": 0.08877079034776413, "mask_rcnn/false_positive": 0.14319326171391658, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.25, "time": 0.7128756260499358, "total_loss": 1.6558021757045935} {"data_time": 0.010439368896186352, "eta_seconds": 105692.23865553364, "iteration": 124879, "loss_fcos_cls": 0.2664685035124421, "loss_fcos_ctr": 0.6222799522802234, "loss_fcos_loc": 0.19349312596023083, "loss_mask": 0.27238441724330187, "loss_maskiou": 0.005607400606095325, "loss_sem_seg": 0.2855749777518213, "lr": 0.01, "mask_rcnn/accuracy": 0.886235599078341, "mask_rcnn/false_negative": 0.09539858933621362, "mask_rcnn/false_positive": 0.13683620419668252, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7402892205864191, "total_loss": 1.664884935342343} {"data_time": 0.011063022539019585, "eta_seconds": 105727.4266130235, "iteration": 124899, "loss_fcos_cls": 0.26602731877937913, "loss_fcos_ctr": 0.6188869383186102, "loss_fcos_loc": 0.1992159480578266, "loss_mask": 0.2647670581936836, "loss_maskiou": 0.005182082903047558, "loss_sem_seg": 0.26353688654489815, "lr": 0.01, "mask_rcnn/accuracy": 0.8817965515937773, "mask_rcnn/false_negative": 0.10112840504562388, "mask_rcnn/false_positive": 0.12363290441442085, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 39.0, "time": 0.7461717994883657, "total_loss": 1.6138442256415146} {"data_time": 0.0093614486977458, "eta_seconds": 105740.2538193781, "iteration": 124919, "loss_fcos_cls": 0.24493842152878642, "loss_fcos_ctr": 0.6189613845199347, "loss_fcos_loc": 0.18696349649690092, "loss_mask": 0.25602760910987854, "loss_maskiou": 0.005449338561447803, "loss_sem_seg": 0.2837004230823368, "lr": 0.01, "mask_rcnn/accuracy": 0.8900995377989906, "mask_rcnn/false_negative": 0.09341720135762514, "mask_rcnn/false_positive": 0.11818633149704622, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7340528508648276, "total_loss": 1.6403900376044476} {"data_time": 0.009733542799949646, "eta_seconds": 105842.0616926821, "iteration": 124939, "loss_fcos_cls": 0.26284426799975336, "loss_fcos_ctr": 0.6182373147457838, "loss_fcos_loc": 0.19059199013281614, "loss_mask": 0.26378349121659994, "loss_maskiou": 0.005576450457738247, "loss_sem_seg": 0.3000452732667327, "lr": 0.01, "mask_rcnn/accuracy": 0.8917496346364633, "mask_rcnn/false_negative": 0.1011852069458808, "mask_rcnn/false_positive": 0.10951282849411631, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7497124569490552, "total_loss": 1.6472448590939166} {"data_time": 0.011053207330405712, "eta_seconds": 105772.4141181903, "iteration": 124959, "loss_fcos_cls": 0.25044999923557043, "loss_fcos_ctr": 0.6179087487980723, "loss_fcos_loc": 0.18869700306095183, "loss_mask": 0.25373300071805716, "loss_maskiou": 0.005308386291289935, "loss_sem_seg": 0.2647811556234956, "lr": 0.01, "mask_rcnn/accuracy": 0.9084581790296637, "mask_rcnn/false_negative": 0.07874460346804601, "mask_rcnn/false_positive": 0.11822218252782757, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.5, "time": 0.719777436926961, "total_loss": 1.604508300573798} {"data_time": 0.010006234981119633, "eta_seconds": 105780.2550674351, "iteration": 124979, "loss_fcos_cls": 0.26139943226007745, "loss_fcos_ctr": 0.6190317922737449, "loss_fcos_loc": 0.1974722599843517, "loss_mask": 0.25290744565427303, "loss_maskiou": 0.0053310608709580265, "loss_sem_seg": 0.28884823340922594, "lr": 0.01, "mask_rcnn/accuracy": 0.8981454104552873, "mask_rcnn/false_negative": 0.10198434254472658, "mask_rcnn/false_positive": 0.15039297039937471, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.0, "time": 0.715185304172337, "total_loss": 1.6358252103127597} {"data_time": 0.010876898653805256, "eta_seconds": 105734.00644323416, "iteration": 124999, "loss_fcos_cls": 0.2601480893790722, "loss_fcos_ctr": 0.6205281894654036, "loss_fcos_loc": 0.1938090858166106, "loss_mask": 0.2694537495262921, "loss_maskiou": 0.005543281338759698, "loss_sem_seg": 0.2595957266166806, "lr": 0.01, "mask_rcnn/accuracy": 0.8929979459316194, "mask_rcnn/false_negative": 0.09442827870377965, "mask_rcnn/false_positive": 0.12153963311213335, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.25, "time": 0.712388033978641, "total_loss": 1.6167393428040668} {"data_time": 0.011080048978328705, "eta_seconds": 105735.85659352876, "iteration": 125019, "loss_fcos_cls": 0.2666964279487729, "loss_fcos_ctr": 0.6174799604341388, "loss_fcos_loc": 0.1937642787816003, "loss_mask": 0.24691618978977203, "loss_maskiou": 0.004704570790636353, "loss_sem_seg": 0.29987526102922857, "lr": 0.01, "mask_rcnn/accuracy": 0.8789079351252697, "mask_rcnn/false_negative": 0.12416746198510345, "mask_rcnn/false_positive": 0.12866611284182858, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 21.0, "time": 0.7492760382592678, "total_loss": 1.646079754915263} {"data_time": 0.010039194487035275, "eta_seconds": 105721.270426156, "iteration": 125039, "loss_fcos_cls": 0.25530530174728483, "loss_fcos_ctr": 0.6192691680043936, "loss_fcos_loc": 0.20005809515714645, "loss_mask": 0.26612195931375027, "loss_maskiou": 0.005832310416735709, "loss_sem_seg": 0.2815794004127383, "lr": 0.01, "mask_rcnn/accuracy": 0.8883719193089836, "mask_rcnn/false_negative": 0.10595431655862692, "mask_rcnn/false_positive": 0.11631261576343026, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.25, "time": 0.7368042143061757, "total_loss": 1.6538784130170825} {"data_time": 0.009710454382002354, "eta_seconds": 105721.901998532, "iteration": 125059, "loss_fcos_cls": 0.2611225452274084, "loss_fcos_ctr": 0.6196685759350657, "loss_fcos_loc": 0.19596741162240505, "loss_mask": 0.2625158876180649, "loss_maskiou": 0.005899974799831398, "loss_sem_seg": 0.30644053407013416, "lr": 0.01, "mask_rcnn/accuracy": 0.8829428047814871, "mask_rcnn/false_negative": 0.09159139457895243, "mask_rcnn/false_positive": 0.13147319815381606, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7329099830240011, "total_loss": 1.6625649687921396} {"data_time": 0.008999381214380264, "eta_seconds": 105684.90307169873, "iteration": 125079, "loss_fcos_cls": 0.24929972202517092, "loss_fcos_ctr": 0.6209875242784619, "loss_fcos_loc": 0.1898766482481733, "loss_mask": 0.2574065951630473, "loss_maskiou": 0.00538277451232716, "loss_sem_seg": 0.2918719695881009, "lr": 0.01, "mask_rcnn/accuracy": 0.8996910911257159, "mask_rcnn/false_negative": 0.07545927853231033, "mask_rcnn/false_positive": 0.13495366009101217, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.0, "time": 0.7246071984991431, "total_loss": 1.627747280872427} {"data_time": 0.009739695116877556, "eta_seconds": 105661.08694168366, "iteration": 125099, "loss_fcos_cls": 0.2544248807244003, "loss_fcos_ctr": 0.6225142795592546, "loss_fcos_loc": 0.20128779578953981, "loss_mask": 0.2672807388007641, "loss_maskiou": 0.005472032404213678, "loss_sem_seg": 0.3388335835188627, "lr": 0.01, "mask_rcnn/accuracy": 0.8671946005122697, "mask_rcnn/false_negative": 0.11373202558385981, "mask_rcnn/false_positive": 0.15787766723072622, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.5, "time": 0.7163875382393599, "total_loss": 1.662242735386826} {"data_time": 0.009114541113376617, "eta_seconds": 105655.73272286821, "iteration": 125119, "loss_fcos_cls": 0.25829600752331316, "loss_fcos_ctr": 0.6199369002133608, "loss_fcos_loc": 0.19557349989190698, "loss_mask": 0.25840398762375116, "loss_maskiou": 0.005850503803230822, "loss_sem_seg": 0.29081618366762996, "lr": 0.01, "mask_rcnn/accuracy": 0.8906885938135938, "mask_rcnn/false_negative": 0.07648979435339706, "mask_rcnn/false_positive": 0.14059223769389073, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.5, "time": 0.7327642496675253, "total_loss": 1.6277248383084952} {"data_time": 0.009255909360945225, "eta_seconds": 105745.92301909626, "iteration": 125139, "loss_fcos_cls": 0.25734872627072036, "loss_fcos_ctr": 0.6193425189703703, "loss_fcos_loc": 0.19683701696339995, "loss_mask": 0.2690188540145755, "loss_maskiou": 0.0054632349201710895, "loss_sem_seg": 0.24482417269609869, "lr": 0.01, "mask_rcnn/accuracy": 0.8966896440764036, "mask_rcnn/false_negative": 0.08550988355885275, "mask_rcnn/false_positive": 0.14102583097073706, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7328963503241539, "total_loss": 1.613708570599556} {"data_time": 0.009671859443187714, "eta_seconds": 105668.10895702243, "iteration": 125159, "loss_fcos_cls": 0.24845070810988545, "loss_fcos_ctr": 0.6187605177983642, "loss_fcos_loc": 0.19049255643039942, "loss_mask": 0.2624467285349965, "loss_maskiou": 0.0056239382465719245, "loss_sem_seg": 0.29111381666734815, "lr": 0.01, "mask_rcnn/accuracy": 0.8800451866793229, "mask_rcnn/false_negative": 0.08125991749417641, "mask_rcnn/false_positive": 0.13925520159611451, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7228233255445957, "total_loss": 1.6368711329996586} {"data_time": 0.01000958401709795, "eta_seconds": 105611.97719962243, "iteration": 125179, "loss_fcos_cls": 0.2507021715864539, "loss_fcos_ctr": 0.6204733913764358, "loss_fcos_loc": 0.19758311822079122, "loss_mask": 0.2616962445899844, "loss_maskiou": 0.006177596922498196, "loss_sem_seg": 0.31051172968000174, "lr": 0.01, "mask_rcnn/accuracy": 0.9121231826063759, "mask_rcnn/false_negative": 0.08665957597088217, "mask_rcnn/false_positive": 0.09817647327666965, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 21.5, "time": 0.7049852451309562, "total_loss": 1.6359169689530972} {"data_time": 0.00934974942356348, "eta_seconds": 105597.39202520717, "iteration": 125199, "loss_fcos_cls": 0.24390209186822176, "loss_fcos_ctr": 0.6171953603625298, "loss_fcos_loc": 0.19418169010896236, "loss_mask": 0.2623488511890173, "loss_maskiou": 0.0050443898580851965, "loss_sem_seg": 0.2652538097463548, "lr": 0.01, "mask_rcnn/accuracy": 0.8749424781949371, "mask_rcnn/false_negative": 0.09156154960794624, "mask_rcnn/false_positive": 0.1660154241402301, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.75, "time": 0.7298727137967944, "total_loss": 1.613387844627141} {"data_time": 0.010491251945495605, "eta_seconds": 105605.19586072583, "iteration": 125219, "loss_fcos_cls": 0.2700677923858166, "loss_fcos_ctr": 0.6190387015230954, "loss_fcos_loc": 0.20064832386560738, "loss_mask": 0.26981320325285196, "loss_maskiou": 0.005731422224926064, "loss_sem_seg": 0.2955179112032056, "lr": 0.01, "mask_rcnn/accuracy": 0.8990003671923315, "mask_rcnn/false_negative": 0.1030774331870786, "mask_rcnn/false_positive": 0.1067821851707089, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7359384056180716, "total_loss": 1.6624633963074302} {"data_time": 0.009351116605103016, "eta_seconds": 105575.40875242837, "iteration": 125239, "loss_fcos_cls": 0.2724459480959922, "loss_fcos_ctr": 0.620742249302566, "loss_fcos_loc": 0.20507892081514, "loss_mask": 0.28121862886473536, "loss_maskiou": 0.006066983325581532, "loss_sem_seg": 0.26139279920607805, "lr": 0.01, "mask_rcnn/accuracy": 0.8620863702623907, "mask_rcnn/false_negative": 0.11149719859326135, "mask_rcnn/false_positive": 0.1434266465192668, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 36.75, "time": 0.7303806440904737, "total_loss": 1.627553098514909} {"data_time": 0.009187803603708744, "eta_seconds": 105576.01932627428, "iteration": 125259, "loss_fcos_cls": 0.2606474196072668, "loss_fcos_ctr": 0.6172231906093657, "loss_fcos_loc": 0.1900222928961739, "loss_mask": 0.27033631689846516, "loss_maskiou": 0.005659930910042021, "loss_sem_seg": 0.30533394683152437, "lr": 0.01, "mask_rcnn/accuracy": 0.8907543857589066, "mask_rcnn/false_negative": 0.09116865200615387, "mask_rcnn/false_positive": 0.1450162528966075, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.7259190557524562, "total_loss": 1.6621134235028876} {"data_time": 0.010330097749829292, "eta_seconds": 105580.5634894073, "iteration": 125279, "loss_fcos_cls": 0.2397177186794579, "loss_fcos_ctr": 0.6166147952899337, "loss_fcos_loc": 0.18631121722864918, "loss_mask": 0.2629591813310981, "loss_maskiou": 0.005289334796543699, "loss_sem_seg": 0.29595036525279284, "lr": 0.01, "mask_rcnn/accuracy": 0.8872247859082, "mask_rcnn/false_negative": 0.07471539729981815, "mask_rcnn/false_positive": 0.15729660293894193, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7334209298714995, "total_loss": 1.592013454537664} {"data_time": 0.010718675330281258, "eta_seconds": 105565.97257813811, "iteration": 125299, "loss_fcos_cls": 0.25555924559012055, "loss_fcos_ctr": 0.6205739174038172, "loss_fcos_loc": 0.19972613081336021, "loss_mask": 0.2674923148006201, "loss_maskiou": 0.005856091695022769, "loss_sem_seg": 0.26068758219480515, "lr": 0.01, "mask_rcnn/accuracy": 0.8740931919642858, "mask_rcnn/false_negative": 0.10548352395010638, "mask_rcnn/false_positive": 0.1398278743175369, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.5, "time": 0.7394283507019281, "total_loss": 1.6342941323673585} {"data_time": 0.010096313431859016, "eta_seconds": 105602.91288385168, "iteration": 125319, "loss_fcos_cls": 0.2530704860109836, "loss_fcos_ctr": 0.6185414474457502, "loss_fcos_loc": 0.1936305353883654, "loss_mask": 0.26018571108579636, "loss_maskiou": 0.005406668431533035, "loss_sem_seg": 0.27569281589239836, "lr": 0.01, "mask_rcnn/accuracy": 0.869953231292517, "mask_rcnn/false_negative": 0.09619311504291544, "mask_rcnn/false_positive": 0.13401750454883377, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.7430470837280154, "total_loss": 1.625340329374012} {"data_time": 0.010646641254425049, "eta_seconds": 105580.92014017794, "iteration": 125339, "loss_fcos_cls": 0.2621237897546962, "loss_fcos_ctr": 0.6193741038441658, "loss_fcos_loc": 0.19481334218289703, "loss_mask": 0.26993429847061634, "loss_maskiou": 0.005771871870820178, "loss_sem_seg": 0.2836286090314388, "lr": 0.01, "mask_rcnn/accuracy": 0.8913219357510446, "mask_rcnn/false_negative": 0.08087897534585103, "mask_rcnn/false_positive": 0.13656078597731416, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.6935358792543411, "total_loss": 1.6325602576689562} {"data_time": 0.010004259645938873, "eta_seconds": 105550.74380960315, "iteration": 125359, "loss_fcos_cls": 0.2575823827646673, "loss_fcos_ctr": 0.6183343958109617, "loss_fcos_loc": 0.19033234694506973, "loss_mask": 0.2686962503939867, "loss_maskiou": 0.005163875754078617, "loss_sem_seg": 0.29799029720015824, "lr": 0.01, "mask_rcnn/accuracy": 0.8777737871464375, "mask_rcnn/false_negative": 0.1015488967653497, "mask_rcnn/false_positive": 0.15012551581280315, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7216577883809805, "total_loss": 1.6546835236777042} {"data_time": 0.009913433343172073, "eta_seconds": 105486.85675588343, "iteration": 125379, "loss_fcos_cls": 0.24544339580461383, "loss_fcos_ctr": 0.6177899399772286, "loss_fcos_loc": 0.18309126351960003, "loss_mask": 0.2557729249820113, "loss_maskiou": 0.005797446119686356, "loss_sem_seg": 0.29764009546488523, "lr": 0.01, "mask_rcnn/accuracy": 0.8787678166504698, "mask_rcnn/false_negative": 0.09235753176450914, "mask_rcnn/false_positive": 0.14239350167270853, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 25.0, "time": 0.7264277311041951, "total_loss": 1.6060963991694734} {"data_time": 0.010103927925229073, "eta_seconds": 105410.14630516618, "iteration": 125399, "loss_fcos_cls": 0.25745232589542866, "loss_fcos_ctr": 0.6200262615457177, "loss_fcos_loc": 0.19679077505134046, "loss_mask": 0.2700523603707552, "loss_maskiou": 0.005541337581234984, "loss_sem_seg": 0.273109674686566, "lr": 0.01, "mask_rcnn/accuracy": 0.8750382653061224, "mask_rcnn/false_negative": 0.11131950462546181, "mask_rcnn/false_positive": 0.11848244049507045, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.75, "time": 0.731518104672432, "total_loss": 1.629225037249853} {"data_time": 0.009970503859221935, "eta_seconds": 105358.6292430535, "iteration": 125419, "loss_fcos_cls": 0.2533261231146753, "loss_fcos_ctr": 0.6197858499363065, "loss_fcos_loc": 0.18947291083168238, "loss_mask": 0.26814764831215143, "loss_maskiou": 0.005545981330215, "loss_sem_seg": 0.27375531289726496, "lr": 0.01, "mask_rcnn/accuracy": 0.885398827363113, "mask_rcnn/false_negative": 0.08754290631733429, "mask_rcnn/false_positive": 0.12307706965576257, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7241998659446836, "total_loss": 1.6194020417242427} {"data_time": 0.010391448624432087, "eta_seconds": 105307.82854983676, "iteration": 125439, "loss_fcos_cls": 0.2529486974235624, "loss_fcos_ctr": 0.6182587891817093, "loss_fcos_loc": 0.1906788453925401, "loss_mask": 0.258978009223938, "loss_maskiou": 0.005500795159605332, "loss_sem_seg": 0.2802970171906054, "lr": 0.01, "mask_rcnn/accuracy": 0.8853485144057622, "mask_rcnn/false_negative": 0.09312662315298277, "mask_rcnn/false_positive": 0.14381956146470032, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7270247926935554, "total_loss": 1.6264356561368913} {"data_time": 0.01075566653162241, "eta_seconds": 105250.13566701859, "iteration": 125459, "loss_fcos_cls": 0.25944359274581075, "loss_fcos_ctr": 0.6192206982523203, "loss_fcos_loc": 0.19099909614305943, "loss_mask": 0.2615828802809119, "loss_maskiou": 0.004998800934117753, "loss_sem_seg": 0.26816586311906576, "lr": 0.01, "mask_rcnn/accuracy": 0.8861296422851981, "mask_rcnn/false_negative": 0.0838008472710191, "mask_rcnn/false_positive": 0.1354237196737587, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7262726249173284, "total_loss": 1.5992814487726719} {"data_time": 0.009330875240266323, "eta_seconds": 105160.7419593893, "iteration": 125479, "loss_fcos_cls": 0.24797429231693968, "loss_fcos_ctr": 0.620664618909359, "loss_fcos_loc": 0.1908944766037166, "loss_mask": 0.25119126308709383, "loss_maskiou": 0.005243227788014337, "loss_sem_seg": 0.2727809310890734, "lr": 0.01, "mask_rcnn/accuracy": 0.8925415640394089, "mask_rcnn/false_negative": 0.0906058366864549, "mask_rcnn/false_positive": 0.11946728424060535, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.0, "time": 0.732858975417912, "total_loss": 1.5903766056653694} {"data_time": 0.011316822841763496, "eta_seconds": 105194.06689077057, "iteration": 125499, "loss_fcos_cls": 0.25832360587082803, "loss_fcos_ctr": 0.6205473002046347, "loss_fcos_loc": 0.19406143156811595, "loss_mask": 0.2669584876857698, "loss_maskiou": 0.005497938545886427, "loss_sem_seg": 0.28188967145979404, "lr": 0.01, "mask_rcnn/accuracy": 0.8989150660264105, "mask_rcnn/false_negative": 0.09637242979394264, "mask_rcnn/false_positive": 0.11483625625532709, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.0, "time": 0.7351833758875728, "total_loss": 1.6316261459505768} {"data_time": 0.01076101791113615, "eta_seconds": 105131.63594933972, "iteration": 125519, "loss_fcos_cls": 0.2446498228237033, "loss_fcos_ctr": 0.6173038277775049, "loss_fcos_loc": 0.19056566897779703, "loss_mask": 0.26659298269078135, "loss_maskiou": 0.005599135241936892, "loss_sem_seg": 0.2645991346798837, "lr": 0.01, "mask_rcnn/accuracy": 0.8736857030947973, "mask_rcnn/false_negative": 0.0883122188529541, "mask_rcnn/false_positive": 0.14605640556451205, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 35.5, "time": 0.7167457994073629, "total_loss": 1.5723891864327015} {"data_time": 0.010376272723078728, "eta_seconds": 105113.48871381301, "iteration": 125539, "loss_fcos_cls": 0.25787391839548945, "loss_fcos_ctr": 0.6210634810850024, "loss_fcos_loc": 0.19411734567256644, "loss_mask": 0.2742872415110469, "loss_maskiou": 0.005873324553249404, "loss_sem_seg": 0.31443094788119197, "lr": 0.01, "mask_rcnn/accuracy": 0.8649555541545833, "mask_rcnn/false_negative": 0.10644064746972359, "mask_rcnn/false_positive": 0.151859013099699, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.5, "time": 0.7314568664878607, "total_loss": 1.6596563494967995} {"data_time": 0.010171042755246162, "eta_seconds": 105098.93620639388, "iteration": 125559, "loss_fcos_cls": 0.2495149679016322, "loss_fcos_ctr": 0.6173766991123557, "loss_fcos_loc": 0.18812527682166547, "loss_mask": 0.2613461925648153, "loss_maskiou": 0.005272419948596507, "loss_sem_seg": 0.29884066991508007, "lr": 0.01, "mask_rcnn/accuracy": 0.8799908121143194, "mask_rcnn/false_negative": 0.08851306609629513, "mask_rcnn/false_positive": 0.12528817746478507, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.7218898553401232, "total_loss": 1.6376840016164351} {"data_time": 0.010027105920016766, "eta_seconds": 105162.75550305098, "iteration": 125579, "loss_fcos_cls": 0.24605833471287042, "loss_fcos_ctr": 0.6216753795742989, "loss_fcos_loc": 0.20229863887652755, "loss_mask": 0.2748031886294484, "loss_maskiou": 0.005588641484791879, "loss_sem_seg": 0.24489443725906312, "lr": 0.01, "mask_rcnn/accuracy": 0.8739435728744939, "mask_rcnn/false_negative": 0.10494483553773845, "mask_rcnn/false_positive": 0.13616151305084867, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7250534659251571, "total_loss": 1.5929381187888794} {"data_time": 0.00970592349767685, "eta_seconds": 105176.48042963725, "iteration": 125599, "loss_fcos_cls": 0.24950221925973892, "loss_fcos_ctr": 0.6228574397973716, "loss_fcos_loc": 0.1957424458814785, "loss_mask": 0.2697499180212617, "loss_maskiou": 0.005279807272017933, "loss_sem_seg": 0.2796536209061742, "lr": 0.01, "mask_rcnn/accuracy": 0.8796094158817374, "mask_rcnn/false_negative": 0.11674987234852845, "mask_rcnn/false_positive": 0.12635824435878887, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7353844344615936, "total_loss": 1.628817740624072} {"data_time": 0.00961989350616932, "eta_seconds": 105217.17125628702, "iteration": 125619, "loss_fcos_cls": 0.2518088351935148, "loss_fcos_ctr": 0.6199708515778184, "loss_fcos_loc": 0.19727695471374318, "loss_mask": 0.26044446136802435, "loss_maskiou": 0.005067308877187315, "loss_sem_seg": 0.2912997701205313, "lr": 0.01, "mask_rcnn/accuracy": 0.885139596190981, "mask_rcnn/false_negative": 0.0827217315033787, "mask_rcnn/false_positive": 0.16768352351603993, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.75, "time": 0.7405570968985558, "total_loss": 1.6265468763376703} {"data_time": 0.010366345755755901, "eta_seconds": 105297.21221770067, "iteration": 125639, "loss_fcos_cls": 0.2769708805717528, "loss_fcos_ctr": 0.6196837378665805, "loss_fcos_loc": 0.20451696834061295, "loss_mask": 0.28658956522122025, "loss_maskiou": 0.006345839618006721, "loss_sem_seg": 0.3204391961917281, "lr": 0.01, "mask_rcnn/accuracy": 0.8832999977399598, "mask_rcnn/false_negative": 0.08113521119980738, "mask_rcnn/false_positive": 0.1312357918683813, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.75, "time": 0.7428811211138964, "total_loss": 1.7146448135899846} {"data_time": 0.009608476422727108, "eta_seconds": 105331.82093750685, "iteration": 125659, "loss_fcos_cls": 0.2578027860727161, "loss_fcos_ctr": 0.6206575026735663, "loss_fcos_loc": 0.18902379868086427, "loss_mask": 0.2643379485234618, "loss_maskiou": 0.005808666555822128, "loss_sem_seg": 0.2943776776082814, "lr": 0.01, "mask_rcnn/accuracy": 0.9180249915900427, "mask_rcnn/false_negative": 0.0839024383322627, "mask_rcnn/false_positive": 0.09104227677181576, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.5, "time": 0.7449493100866675, "total_loss": 1.651106973487913} {"data_time": 0.010950326919555664, "eta_seconds": 105338.46626004763, "iteration": 125679, "loss_fcos_cls": 0.26162167196162045, "loss_fcos_ctr": 0.62170914048329, "loss_fcos_loc": 0.20004883722867817, "loss_mask": 0.2817220063880086, "loss_maskiou": 0.006092737225117162, "loss_sem_seg": 0.28259606286883354, "lr": 0.01, "mask_rcnn/accuracy": 0.8822389140841522, "mask_rcnn/false_negative": 0.0965159836949219, "mask_rcnn/false_positive": 0.12289924636886959, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.25, "time": 0.7226955657824874, "total_loss": 1.6142392296169419} {"data_time": 0.010709470137953758, "eta_seconds": 105318.17391797248, "iteration": 125699, "loss_fcos_cls": 0.2519948153058067, "loss_fcos_ctr": 0.6200258792378008, "loss_fcos_loc": 0.20135993952862918, "loss_mask": 0.26497088000178337, "loss_maskiou": 0.004994195674953517, "loss_sem_seg": 0.2686524181626737, "lr": 0.01, "mask_rcnn/accuracy": 0.8620890363356881, "mask_rcnn/false_negative": 0.12442122369283927, "mask_rcnn/false_positive": 0.12362742190159116, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7364083370193839, "total_loss": 1.5963774768388248} {"data_time": 0.010470081120729446, "eta_seconds": 105292.63242818788, "iteration": 125719, "loss_fcos_cls": 0.2509625251404941, "loss_fcos_ctr": 0.6208490934222937, "loss_fcos_loc": 0.18755629437509924, "loss_mask": 0.25652078073471785, "loss_maskiou": 0.005667643439664971, "loss_sem_seg": 0.2848361972719431, "lr": 0.01, "mask_rcnn/accuracy": 0.884020359209782, "mask_rcnn/false_negative": 0.09517629889015061, "mask_rcnn/false_positive": 0.11126971343312589, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.5, "time": 0.7169472239911556, "total_loss": 1.600617959345982} {"data_time": 0.009898094460368156, "eta_seconds": 105288.97989328299, "iteration": 125739, "loss_fcos_cls": 0.24488513637334108, "loss_fcos_ctr": 0.6182931447401643, "loss_fcos_loc": 0.19516722590196878, "loss_mask": 0.26662323204800487, "loss_maskiou": 0.005588807427557185, "loss_sem_seg": 0.30225792713463306, "lr": 0.01, "mask_rcnn/accuracy": 0.8829329299453772, "mask_rcnn/false_negative": 0.09279342183398934, "mask_rcnn/false_positive": 0.12882771867734746, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.75, "time": 0.72936384472996, "total_loss": 1.6443773217179114} {"data_time": 0.010144692845642567, "eta_seconds": 105294.84033977613, "iteration": 125759, "loss_fcos_cls": 0.24701009807176888, "loss_fcos_ctr": 0.6187330652028322, "loss_fcos_loc": 0.19481952232308686, "loss_mask": 0.2625136896967888, "loss_maskiou": 0.005037311952037271, "loss_sem_seg": 0.24491236824542284, "lr": 0.01, "mask_rcnn/accuracy": 0.8747010522959184, "mask_rcnn/false_negative": 0.10547444247546034, "mask_rcnn/false_positive": 0.12045441818163624, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.5, "time": 0.7279738467186689, "total_loss": 1.5955802014941582} {"data_time": 0.009739950299263, "eta_seconds": 105340.29181905929, "iteration": 125779, "loss_fcos_cls": 0.2478018761612475, "loss_fcos_ctr": 0.6176657909527421, "loss_fcos_loc": 0.18228120543062687, "loss_mask": 0.2654760265722871, "loss_maskiou": 0.0052142661370453425, "loss_sem_seg": 0.26820745691657066, "lr": 0.01, "mask_rcnn/accuracy": 0.87197732287018, "mask_rcnn/false_negative": 0.09718197792915531, "mask_rcnn/false_positive": 0.13809618732824866, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 31.5, "time": 0.7331038732081652, "total_loss": 1.60017364507803} {"data_time": 0.010579396970570087, "eta_seconds": 105291.01846533548, "iteration": 125799, "loss_fcos_cls": 0.24039115919731557, "loss_fcos_ctr": 0.6188581041060388, "loss_fcos_loc": 0.1921175855677575, "loss_mask": 0.2692739386111498, "loss_maskiou": 0.005559100580285303, "loss_sem_seg": 0.25961944507434964, "lr": 0.01, "mask_rcnn/accuracy": 0.8787869436630957, "mask_rcnn/false_negative": 0.09213098101343456, "mask_rcnn/false_positive": 0.1453549751392574, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7243701070547104, "total_loss": 1.5919085221976275} {"data_time": 0.009415305219590664, "eta_seconds": 105236.28164882399, "iteration": 125819, "loss_fcos_cls": 0.2502200005110353, "loss_fcos_ctr": 0.6209331983700395, "loss_fcos_loc": 0.1971884205704555, "loss_mask": 0.2671572477556765, "loss_maskiou": 0.005551139751332812, "loss_sem_seg": 0.24737893079873174, "lr": 0.01, "mask_rcnn/accuracy": 0.8792615122972266, "mask_rcnn/false_negative": 0.10231511032496314, "mask_rcnn/false_positive": 0.133172729226385, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.6999992216005921, "total_loss": 1.588933471168275} {"data_time": 0.010608594864606857, "eta_seconds": 105221.68384722061, "iteration": 125839, "loss_fcos_cls": 0.2600212626857683, "loss_fcos_ctr": 0.6198176583275199, "loss_fcos_loc": 0.184851253638044, "loss_mask": 0.2682371009141207, "loss_maskiou": 0.005456383896671468, "loss_sem_seg": 0.2787045384757221, "lr": 0.01, "mask_rcnn/accuracy": 0.8844820011337868, "mask_rcnn/false_negative": 0.09794778211766145, "mask_rcnn/false_positive": 0.13617828762779968, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7349648801609874, "total_loss": 1.6314584703650326} {"data_time": 0.009817861951887608, "eta_seconds": 105207.08604561724, "iteration": 125859, "loss_fcos_cls": 0.24475434189662337, "loss_fcos_ctr": 0.6163052315823734, "loss_fcos_loc": 0.17807415081188083, "loss_mask": 0.2485067560337484, "loss_maskiou": 0.004853231512242928, "loss_sem_seg": 0.23630229011178017, "lr": 0.01, "mask_rcnn/accuracy": 0.8846474061866996, "mask_rcnn/false_negative": 0.09806783427536855, "mask_rcnn/false_positive": 0.14157713138640182, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.75, "time": 0.7097755623981357, "total_loss": 1.5338762612009305} {"data_time": 0.009291554801166058, "eta_seconds": 105186.80080686975, "iteration": 125879, "loss_fcos_cls": 0.23889440565835685, "loss_fcos_ctr": 0.6178600168786943, "loss_fcos_loc": 0.18400684429798275, "loss_mask": 0.2613721191883087, "loss_maskiou": 0.0050527271087048575, "loss_sem_seg": 0.2799341161735356, "lr": 0.01, "mask_rcnn/accuracy": 0.8956614256279435, "mask_rcnn/false_negative": 0.09207464305579827, "mask_rcnn/false_positive": 0.12178032274415306, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.25, "time": 0.7365358397364616, "total_loss": 1.5870847376500024} {"data_time": 0.010107064619660378, "eta_seconds": 105018.72026489954, "iteration": 125899, "loss_fcos_cls": 0.23712247388903052, "loss_fcos_ctr": 0.616488597355783, "loss_fcos_loc": 0.17691855679731816, "loss_mask": 0.2602255968376994, "loss_maskiou": 0.005286177020025207, "loss_sem_seg": 0.265314279589802, "lr": 0.01, "mask_rcnn/accuracy": 0.8934272161206441, "mask_rcnn/false_negative": 0.10871853923134331, "mask_rcnn/false_positive": 0.13010947921308713, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.724472220055759, "total_loss": 1.5789114585186326} {"data_time": 0.009149734862148762, "eta_seconds": 104990.58855963405, "iteration": 125919, "loss_fcos_cls": 0.2478042694274336, "loss_fcos_ctr": 0.616916585713625, "loss_fcos_loc": 0.18525900528766215, "loss_mask": 0.2614815551787615, "loss_maskiou": 0.0052869997671223246, "loss_sem_seg": 0.27292634872719646, "lr": 0.01, "mask_rcnn/accuracy": 0.8937986780077884, "mask_rcnn/false_negative": 0.10315702742438025, "mask_rcnn/false_positive": 0.12594241553485863, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 24.75, "time": 0.7402180414646864, "total_loss": 1.6069340955364169} {"data_time": 0.010093914344906807, "eta_seconds": 104850.28444386926, "iteration": 125939, "loss_fcos_cls": 0.22821820352692157, "loss_fcos_ctr": 0.6162306638434529, "loss_fcos_loc": 0.18741299357498065, "loss_mask": 0.2443478237837553, "loss_maskiou": 0.004925194851239212, "loss_sem_seg": 0.2602677142713219, "lr": 0.01, "mask_rcnn/accuracy": 0.8984411047027507, "mask_rcnn/false_negative": 0.07337161318020959, "mask_rcnn/false_positive": 0.11012627343817594, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 36.75, "time": 0.7238190649077296, "total_loss": 1.545726433298114} {"data_time": 0.00974861066788435, "eta_seconds": 104871.31448389497, "iteration": 125959, "loss_fcos_cls": 0.23852289328351617, "loss_fcos_ctr": 0.6181278480216861, "loss_fcos_loc": 0.18575311684980989, "loss_mask": 0.2552517456933856, "loss_maskiou": 0.005481157582835294, "loss_sem_seg": 0.2717264532111585, "lr": 0.01, "mask_rcnn/accuracy": 0.8643012077712441, "mask_rcnn/false_negative": 0.10490039566777429, "mask_rcnn/false_positive": 0.15212296642380738, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.75, "time": 0.7027545040473342, "total_loss": 1.5763391794171184} {"data_time": 0.010745036415755749, "eta_seconds": 104856.75316947978, "iteration": 125979, "loss_fcos_cls": 0.2389838225208223, "loss_fcos_ctr": 0.6180647881701589, "loss_fcos_loc": 0.18808456510305405, "loss_mask": 0.27475187415257096, "loss_maskiou": 0.00618738797493279, "loss_sem_seg": 0.28291164617985487, "lr": 0.01, "mask_rcnn/accuracy": 0.8735012755102041, "mask_rcnn/false_negative": 0.10775704712231104, "mask_rcnn/false_positive": 0.1658285125365762, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 36.0, "time": 0.7200338300317526, "total_loss": 1.6181643665950105} {"data_time": 0.009816759265959263, "eta_seconds": 104832.68416274432, "iteration": 125999, "loss_fcos_cls": 0.2541122359689325, "loss_fcos_ctr": 0.6185637935996056, "loss_fcos_loc": 0.19304093800019473, "loss_mask": 0.26235838513821363, "loss_maskiou": 0.005790005216113059, "loss_sem_seg": 0.3243172517977655, "lr": 0.01, "mask_rcnn/accuracy": 0.8988074425574426, "mask_rcnn/false_negative": 0.0755159148063858, "mask_rcnn/false_positive": 0.10699585594620104, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 32.75, "time": 0.7247369512915611, "total_loss": 1.6489866412739502} {"data_time": 0.01053319126367569, "eta_seconds": 104689.69280935917, "iteration": 126019, "loss_fcos_cls": 0.2509170728735626, "loss_fcos_ctr": 0.6190396621823311, "loss_fcos_loc": 0.1842336996924132, "loss_mask": 0.27411907399073243, "loss_maskiou": 0.005220702798396815, "loss_sem_seg": 0.2894201553426683, "lr": 0.01, "mask_rcnn/accuracy": 0.877481394281509, "mask_rcnn/false_negative": 0.1000682985071571, "mask_rcnn/false_positive": 0.12011107466349843, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 39.5, "time": 0.714522572234273, "total_loss": 1.626487726913183} {"data_time": 0.01025223359465599, "eta_seconds": 104641.91475146357, "iteration": 126039, "loss_fcos_cls": 0.23021993576548994, "loss_fcos_ctr": 0.6227402091026306, "loss_fcos_loc": 0.19693619903409854, "loss_mask": 0.2506938371807337, "loss_maskiou": 0.00505592666377197, "loss_sem_seg": 0.2248848732560873, "lr": 0.01, "mask_rcnn/accuracy": 0.8915426383224978, "mask_rcnn/false_negative": 0.09217274680915699, "mask_rcnn/false_positive": 0.11404727723379715, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 24.75, "time": 0.7279773522168398, "total_loss": 1.5662655508203898} {"data_time": 0.010167554952204227, "eta_seconds": 104603.3727004053, "iteration": 126059, "loss_fcos_cls": 0.24796563293784857, "loss_fcos_ctr": 0.6201703725382686, "loss_fcos_loc": 0.1915180142968893, "loss_mask": 0.26681696344166994, "loss_maskiou": 0.005349958810256794, "loss_sem_seg": 0.27756652468815446, "lr": 0.01, "mask_rcnn/accuracy": 0.88518475572047, "mask_rcnn/false_negative": 0.07846603715080751, "mask_rcnn/false_positive": 0.12349353438248627, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 43.0, "time": 0.7428051186725497, "total_loss": 1.6427847319137072} {"data_time": 0.00902768038213253, "eta_seconds": 104588.8384992117, "iteration": 126079, "loss_fcos_cls": 0.2502869975287467, "loss_fcos_ctr": 0.6179512096568942, "loss_fcos_loc": 0.18466180749237537, "loss_mask": 0.24667648784816265, "loss_maskiou": 0.0050513811147538945, "loss_sem_seg": 0.3023025314323604, "lr": 0.01, "mask_rcnn/accuracy": 0.870228377542992, "mask_rcnn/false_negative": 0.09612090104236948, "mask_rcnn/false_positive": 0.14321144688951276, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.25, "time": 0.7358837220817804, "total_loss": 1.6027745014725951} {"data_time": 0.010031339712440968, "eta_seconds": 104631.52419388387, "iteration": 126099, "loss_fcos_cls": 0.24124819552525878, "loss_fcos_ctr": 0.6176448934711516, "loss_fcos_loc": 0.18046706105815247, "loss_mask": 0.2543817670084536, "loss_maskiou": 0.005599181840807432, "loss_sem_seg": 0.2754984977655113, "lr": 0.01, "mask_rcnn/accuracy": 0.8998165772719344, "mask_rcnn/false_negative": 0.08544254780843699, "mask_rcnn/false_positive": 0.12962046279737807, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.25, "time": 0.7252355581149459, "total_loss": 1.5691295050273766} {"data_time": 0.010372599586844444, "eta_seconds": 104513.67650438286, "iteration": 126119, "loss_fcos_cls": 0.24515447509475052, "loss_fcos_ctr": 0.6196140851825476, "loss_fcos_loc": 0.19015819253399968, "loss_mask": 0.25256955716758966, "loss_maskiou": 0.005224570737482281, "loss_sem_seg": 0.2513962408993393, "lr": 0.01, "mask_rcnn/accuracy": 0.8796268507402961, "mask_rcnn/false_negative": 0.09663155592205908, "mask_rcnn/false_positive": 0.12073008306089225, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 37.0, "time": 0.7027212893590331, "total_loss": 1.5927276450092904} {"data_time": 0.009914994239807129, "eta_seconds": 104404.71287460718, "iteration": 126139, "loss_fcos_cls": 0.2339740855677519, "loss_fcos_ctr": 0.6175001449882984, "loss_fcos_loc": 0.18645436794031411, "loss_mask": 0.2510304683819413, "loss_maskiou": 0.004846719959459733, "loss_sem_seg": 0.26251873979344964, "lr": 0.01, "mask_rcnn/accuracy": 0.8946757111935684, "mask_rcnn/false_negative": 0.10957648674787582, "mask_rcnn/false_positive": 0.11066987554742241, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.75, "time": 0.7118121162056923, "total_loss": 1.5720832186198095} {"data_time": 0.009532452560961246, "eta_seconds": 104467.78064073343, "iteration": 126159, "loss_fcos_cls": 0.24321131804026663, "loss_fcos_ctr": 0.6147443419322371, "loss_fcos_loc": 0.18588232132606208, "loss_mask": 0.26706705428659916, "loss_maskiou": 0.005174319114303216, "loss_sem_seg": 0.2612543972209096, "lr": 0.01, "mask_rcnn/accuracy": 0.8792688320749545, "mask_rcnn/false_negative": 0.1025364768998194, "mask_rcnn/false_positive": 0.15403428513468326, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.75, "time": 0.729117201641202, "total_loss": 1.6024918112816522} {"data_time": 0.010671034455299377, "eta_seconds": 104479.35077816062, "iteration": 126179, "loss_fcos_cls": 0.24688869598321617, "loss_fcos_ctr": 0.6185978017747402, "loss_fcos_loc": 0.19470515998546034, "loss_mask": 0.27463665697723627, "loss_maskiou": 0.005527472385438159, "loss_sem_seg": 0.29560814425349236, "lr": 0.01, "mask_rcnn/accuracy": 0.9012248700293125, "mask_rcnn/false_negative": 0.08174081221613691, "mask_rcnn/false_positive": 0.11841225759554937, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.75, "time": 0.7246238719671965, "total_loss": 1.6434834896208486} {"data_time": 0.010986760258674622, "eta_seconds": 104448.12150245532, "iteration": 126199, "loss_fcos_cls": 0.2615402499213815, "loss_fcos_ctr": 0.6218392048031092, "loss_fcos_loc": 0.20176568074384704, "loss_mask": 0.26928740460425615, "loss_maskiou": 0.005345568395568989, "loss_sem_seg": 0.25340190436691046, "lr": 0.01, "mask_rcnn/accuracy": 0.8757548937942523, "mask_rcnn/false_negative": 0.0917113730541448, "mask_rcnn/false_positive": 0.131488565875406, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.25, "time": 0.7204045848920941, "total_loss": 1.617189815166057} {"data_time": 0.010637905448675156, "eta_seconds": 104394.15111381467, "iteration": 126219, "loss_fcos_cls": 0.24124982487410307, "loss_fcos_ctr": 0.6211036657914519, "loss_fcos_loc": 0.19072026992216706, "loss_mask": 0.2618194278329611, "loss_maskiou": 0.005966309443465434, "loss_sem_seg": 0.2336162505671382, "lr": 0.01, "mask_rcnn/accuracy": 0.8817906423933211, "mask_rcnn/false_negative": 0.09800185244746903, "mask_rcnn/false_positive": 0.1330085842852565, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.0, "time": 0.7213501296937466, "total_loss": 1.5625610245915595} {"data_time": 0.010245128534734249, "eta_seconds": 104279.75538576301, "iteration": 126239, "loss_fcos_cls": 0.24096456984989345, "loss_fcos_ctr": 0.6219340013340116, "loss_fcos_loc": 0.19003821443766356, "loss_mask": 0.24827551981434226, "loss_maskiou": 0.0046510020474670455, "loss_sem_seg": 0.28930729860439897, "lr": 0.01, "mask_rcnn/accuracy": 0.8980885210265092, "mask_rcnn/false_negative": 0.08873949568833348, "mask_rcnn/false_positive": 0.12016353685657484, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.75, "time": 0.7127727447077632, "total_loss": 1.583194856357295} {"data_time": 0.01120017934590578, "eta_seconds": 104317.62488310877, "iteration": 126259, "loss_fcos_cls": 0.2520878929644823, "loss_fcos_ctr": 0.6196402451023459, "loss_fcos_loc": 0.1959622660651803, "loss_mask": 0.27626787684857845, "loss_maskiou": 0.005540260957786813, "loss_sem_seg": 0.2812002436257899, "lr": 0.01, "mask_rcnn/accuracy": 0.8871289424860853, "mask_rcnn/false_negative": 0.09092232409820658, "mask_rcnn/false_positive": 0.14497753297680327, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.0, "time": 0.7289124932140112, "total_loss": 1.6384244325454347} {"data_time": 0.01059829629957676, "eta_seconds": 104230.33363249339, "iteration": 126279, "loss_fcos_cls": 0.24207056406885386, "loss_fcos_ctr": 0.6195868449285626, "loss_fcos_loc": 0.18494459171779454, "loss_mask": 0.25917663611471653, "loss_maskiou": 0.004900257059489377, "loss_sem_seg": 0.2647008039057255, "lr": 0.01, "mask_rcnn/accuracy": 0.8737486144737554, "mask_rcnn/false_negative": 0.08675059088231281, "mask_rcnn/false_positive": 0.1582344222275342, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.25, "time": 0.7084345472976565, "total_loss": 1.587278228445939} {"data_time": 0.01003061980009079, "eta_seconds": 104288.5955526093, "iteration": 126299, "loss_fcos_cls": 0.2505338587798178, "loss_fcos_ctr": 0.6172678857110441, "loss_fcos_loc": 0.19181662541814148, "loss_mask": 0.26061824476346374, "loss_maskiou": 0.005547939843381755, "loss_sem_seg": 0.27100390614941716, "lr": 0.01, "mask_rcnn/accuracy": 0.8911212045793927, "mask_rcnn/false_negative": 0.08276976229549354, "mask_rcnn/false_positive": 0.12751376592315128, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 27.5, "time": 0.7325604697689414, "total_loss": 1.5902808288738015} {"data_time": 0.009648592211306095, "eta_seconds": 104191.3692444982, "iteration": 126319, "loss_fcos_cls": 0.24693716526962817, "loss_fcos_ctr": 0.6159821492619812, "loss_fcos_loc": 0.18452779366634786, "loss_mask": 0.253760133869946, "loss_maskiou": 0.005057291884440929, "loss_sem_seg": 0.2702019597636536, "lr": 0.01, "mask_rcnn/accuracy": 0.8999768089053803, "mask_rcnn/false_negative": 0.0951837208575494, "mask_rcnn/false_positive": 0.12941604459760334, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.5, "time": 0.7265596240758896, "total_loss": 1.5797255828874768} {"data_time": 0.010137327015399933, "eta_seconds": 104280.08163740113, "iteration": 126339, "loss_fcos_cls": 0.249987683724612, "loss_fcos_ctr": 0.6206473838537931, "loss_fcos_loc": 0.19748729607090354, "loss_mask": 0.2688583955168724, "loss_maskiou": 0.005698722859960981, "loss_sem_seg": 0.26508087385445833, "lr": 0.01, "mask_rcnn/accuracy": 0.8906435826078682, "mask_rcnn/false_negative": 0.08430460794656985, "mask_rcnn/false_positive": 0.12344757887594612, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.25, "time": 0.7274765996262431, "total_loss": 1.6151851254689973} {"data_time": 0.010049117729067802, "eta_seconds": 104339.34297625162, "iteration": 126359, "loss_fcos_cls": 0.2540497207082808, "loss_fcos_ctr": 0.6198461893945932, "loss_fcos_loc": 0.19834308000281453, "loss_mask": 0.2656614053994417, "loss_maskiou": 0.004951779097609688, "loss_sem_seg": 0.2505791902076453, "lr": 0.01, "mask_rcnn/accuracy": 0.8998243326348396, "mask_rcnn/false_negative": 0.08463619416378196, "mask_rcnn/false_positive": 0.12717650094654437, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.7476236931979656, "total_loss": 1.6062065345176961} {"data_time": 0.01021923404186964, "eta_seconds": 104317.38067401573, "iteration": 126379, "loss_fcos_cls": 0.2518376191146672, "loss_fcos_ctr": 0.6207366189919412, "loss_fcos_loc": 0.18719248264096677, "loss_mask": 0.25899121444672346, "loss_maskiou": 0.005358549518859945, "loss_sem_seg": 0.28227918688207865, "lr": 0.01, "mask_rcnn/accuracy": 0.889905931122449, "mask_rcnn/false_negative": 0.07998197047665552, "mask_rcnn/false_positive": 0.11331104623459053, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.25, "time": 0.7127962345257401, "total_loss": 1.6171484411897836} {"data_time": 0.009880775585770607, "eta_seconds": 104296.57648101635, "iteration": 126399, "loss_fcos_cls": 0.2464320845901966, "loss_fcos_ctr": 0.6192622147500515, "loss_fcos_loc": 0.18573155906051397, "loss_mask": 0.26973638217896223, "loss_maskiou": 0.005979626526823267, "loss_sem_seg": 0.25188551866449416, "lr": 0.01, "mask_rcnn/accuracy": 0.8656624843815077, "mask_rcnn/false_negative": 0.09791354984115813, "mask_rcnn/false_positive": 0.14987650103898995, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.0, "time": 0.7278587501496077, "total_loss": 1.5831182345282286} {"data_time": 0.010565204545855522, "eta_seconds": 104288.32715658471, "iteration": 126419, "loss_fcos_cls": 0.24093513959087431, "loss_fcos_ctr": 0.620507319457829, "loss_fcos_loc": 0.1978709113318473, "loss_mask": 0.26769454777240753, "loss_maskiou": 0.005520448976312764, "loss_sem_seg": 0.28790521482005715, "lr": 0.01, "mask_rcnn/accuracy": 0.8896769856591286, "mask_rcnn/false_negative": 0.0863617241904363, "mask_rcnn/false_positive": 0.14455142768357634, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.25, "time": 0.725750932469964, "total_loss": 1.6081236833706498} {"data_time": 0.009885933250188828, "eta_seconds": 104273.8003978692, "iteration": 126439, "loss_fcos_cls": 0.24285691021941602, "loss_fcos_ctr": 0.6172009846195579, "loss_fcos_loc": 0.1861914859036915, "loss_mask": 0.2603659243322909, "loss_maskiou": 0.005208822380154743, "loss_sem_seg": 0.2719202048610896, "lr": 0.01, "mask_rcnn/accuracy": 0.8780235240658534, "mask_rcnn/false_negative": 0.09246864404462979, "mask_rcnn/false_positive": 0.14307171809542435, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7241156501695514, "total_loss": 1.5745901851587405} {"data_time": 0.010907279327511787, "eta_seconds": 104192.97650938109, "iteration": 126459, "loss_fcos_cls": 0.22852446720935404, "loss_fcos_ctr": 0.6164949713274837, "loss_fcos_loc": 0.17522458382882178, "loss_mask": 0.2643553507514298, "loss_maskiou": 0.005487613132572733, "loss_sem_seg": 0.2920562061481178, "lr": 0.01, "mask_rcnn/accuracy": 0.8942889852358291, "mask_rcnn/false_negative": 0.08775256448718882, "mask_rcnn/false_positive": 0.12386028641339916, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.5, "time": 0.7066928148269653, "total_loss": 1.603980711181066} {"data_time": 0.010958579368889332, "eta_seconds": 104245.90227505565, "iteration": 126479, "loss_fcos_cls": 0.2573168424423784, "loss_fcos_ctr": 0.6215312299318612, "loss_fcos_loc": 0.19732366735115647, "loss_mask": 0.26795617677271366, "loss_maskiou": 0.005191326810745522, "loss_sem_seg": 0.31022918969392776, "lr": 0.01, "mask_rcnn/accuracy": 0.876549699985628, "mask_rcnn/false_negative": 0.08664936242371594, "mask_rcnn/false_positive": 0.14695140679450786, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.75, "time": 0.7517944974824786, "total_loss": 1.6263086106773699} {"data_time": 0.009689697995781898, "eta_seconds": 104245.5825636806, "iteration": 126499, "loss_fcos_cls": 0.2444446380250156, "loss_fcos_ctr": 0.6183306816965342, "loss_fcos_loc": 0.19137395033612847, "loss_mask": 0.27514042146503925, "loss_maskiou": 0.005247525972663425, "loss_sem_seg": 0.2636329554952681, "lr": 0.01, "mask_rcnn/accuracy": 0.8729365092754153, "mask_rcnn/false_negative": 0.10540108481702967, "mask_rcnn/false_positive": 0.15379315754059986, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.75, "time": 0.7414169013500214, "total_loss": 1.5943131217463815} {"data_time": 0.009883704595267773, "eta_seconds": 104264.79156539496, "iteration": 126519, "loss_fcos_cls": 0.2481831784825772, "loss_fcos_ctr": 0.6184683628380299, "loss_fcos_loc": 0.18005077226553112, "loss_mask": 0.26622506976127625, "loss_maskiou": 0.0049286471694358625, "loss_sem_seg": 0.2825638127978891, "lr": 0.01, "mask_rcnn/accuracy": 0.8812542254960536, "mask_rcnn/false_negative": 0.07745724808547758, "mask_rcnn/false_positive": 0.177702825323051, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.75, "time": 0.7469368251040578, "total_loss": 1.586202744891125} {"data_time": 0.010086297057569027, "eta_seconds": 104278.4763384508, "iteration": 126539, "loss_fcos_cls": 0.2435955583350733, "loss_fcos_ctr": 0.6171661233529449, "loss_fcos_loc": 0.1913428467232734, "loss_mask": 0.25790159264579415, "loss_maskiou": 0.005238681493210606, "loss_sem_seg": 0.27982330368831754, "lr": 0.01, "mask_rcnn/accuracy": 0.8776419854775765, "mask_rcnn/false_negative": 0.08018141711935009, "mask_rcnn/false_positive": 0.13270271403762862, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7473801355808973, "total_loss": 1.5983131162647624} {"data_time": 0.010275054723024368, "eta_seconds": 104263.93880193029, "iteration": 126559, "loss_fcos_cls": 0.2419679427985102, "loss_fcos_ctr": 0.6203441000543535, "loss_fcos_loc": 0.18914404336828738, "loss_mask": 0.2681730235926807, "loss_maskiou": 0.005691055062925443, "loss_sem_seg": 0.259094383334741, "lr": 0.01, "mask_rcnn/accuracy": 0.8860337448049128, "mask_rcnn/false_negative": 0.08900083618749552, "mask_rcnn/false_positive": 0.11783425901765811, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7231733957305551, "total_loss": 1.591670721907576} {"data_time": 0.009644963778555393, "eta_seconds": 104249.40126540978, "iteration": 126579, "loss_fcos_cls": 0.24721785984002054, "loss_fcos_ctr": 0.6190422419458628, "loss_fcos_loc": 0.1873748922953382, "loss_mask": 0.26467048935592175, "loss_maskiou": 0.005305061313265469, "loss_sem_seg": 0.2610424067825079, "lr": 0.01, "mask_rcnn/accuracy": 0.8858195894636924, "mask_rcnn/false_negative": 0.10117366962815895, "mask_rcnn/false_positive": 0.13544363946279758, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.0, "time": 0.7219243599101901, "total_loss": 1.587230427423492} {"data_time": 0.01046007126569748, "eta_seconds": 104206.65715508815, "iteration": 126599, "loss_fcos_cls": 0.236731972778216, "loss_fcos_ctr": 0.6182100661098957, "loss_fcos_loc": 0.18404373043449596, "loss_mask": 0.2580136312171817, "loss_maskiou": 0.005269246568786912, "loss_sem_seg": 0.2614134100731462, "lr": 0.01, "mask_rcnn/accuracy": 0.8890642715419501, "mask_rcnn/false_negative": 0.09132584840831647, "mask_rcnn/false_positive": 0.13099300527592111, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.0, "time": 0.7181641887873411, "total_loss": 1.5837089561464381} {"data_time": 0.009958826936781406, "eta_seconds": 104220.32619236875, "iteration": 126619, "loss_fcos_cls": 0.2391576631926, "loss_fcos_ctr": 0.6169020012021065, "loss_fcos_loc": 0.18853394384495914, "loss_mask": 0.2565136016346514, "loss_maskiou": 0.005526330172870075, "loss_sem_seg": 0.24544060183688998, "lr": 0.01, "mask_rcnn/accuracy": 0.8790828930386383, "mask_rcnn/false_negative": 0.1019205649807195, "mask_rcnn/false_positive": 0.12198974425975181, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.0, "time": 0.7522614812478423, "total_loss": 1.5802529327047523} {"data_time": 0.01053023710846901, "eta_seconds": 104129.68691727519, "iteration": 126639, "loss_fcos_cls": 0.2404999639838934, "loss_fcos_ctr": 0.6180715062655509, "loss_fcos_loc": 0.19299830647651106, "loss_mask": 0.2557271015830338, "loss_maskiou": 0.005808164518384729, "loss_sem_seg": 0.2761932732537389, "lr": 0.01, "mask_rcnn/accuracy": 0.877382042560614, "mask_rcnn/false_negative": 0.09285910148436265, "mask_rcnn/false_positive": 0.12329416628676654, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7087866058573127, "total_loss": 1.5991630538046593} {"data_time": 0.010161404497921467, "eta_seconds": 104135.50956841465, "iteration": 126659, "loss_fcos_cls": 0.2598355715163052, "loss_fcos_ctr": 0.620584761723876, "loss_fcos_loc": 0.18755068664904684, "loss_mask": 0.26317793084308505, "loss_maskiou": 0.004891217467957176, "loss_sem_seg": 0.2739539314061403, "lr": 0.01, "mask_rcnn/accuracy": 0.8793211066524922, "mask_rcnn/false_negative": 0.10449696388791031, "mask_rcnn/false_positive": 0.14410921428923715, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.5, "time": 0.7349994434043765, "total_loss": 1.6207021246409568} {"data_time": 0.01061385590583086, "eta_seconds": 104100.63307783008, "iteration": 126679, "loss_fcos_cls": 0.24511292413808405, "loss_fcos_ctr": 0.6213286984711885, "loss_fcos_loc": 0.19698697642888874, "loss_mask": 0.2650170335546136, "loss_maskiou": 0.005699731569620781, "loss_sem_seg": 0.27721723704598844, "lr": 0.01, "mask_rcnn/accuracy": 0.8821912243579603, "mask_rcnn/false_negative": 0.10269032829020963, "mask_rcnn/false_positive": 0.1442182870169599, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.7092905044555664, "total_loss": 1.6337922722232179} {"data_time": 0.010098106227815151, "eta_seconds": 103877.08022273239, "iteration": 126699, "loss_fcos_cls": 0.24229909433051944, "loss_fcos_ctr": 0.6168560143560171, "loss_fcos_loc": 0.17826869944110513, "loss_mask": 0.2549405163154006, "loss_maskiou": 0.0053482732400880195, "loss_sem_seg": 0.29182247119024396, "lr": 0.01, "mask_rcnn/accuracy": 0.8785769962747003, "mask_rcnn/false_negative": 0.10899367771579918, "mask_rcnn/false_positive": 0.12871204980083548, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.0, "time": 0.7093262635171413, "total_loss": 1.6028894474766275} {"data_time": 0.011020285077393055, "eta_seconds": 103901.3062041672, "iteration": 126719, "loss_fcos_cls": 0.24501993833109736, "loss_fcos_ctr": 0.6211530342698097, "loss_fcos_loc": 0.20198583230376244, "loss_mask": 0.2740703457966447, "loss_maskiou": 0.005760587337135803, "loss_sem_seg": 0.3222447456791997, "lr": 0.01, "mask_rcnn/accuracy": 0.8761273405683343, "mask_rcnn/false_negative": 0.10597024954271575, "mask_rcnn/false_positive": 0.12569506859004614, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.733990796841681, "total_loss": 1.6360235744832607} {"data_time": 0.00870256032794714, "eta_seconds": 103886.80305215064, "iteration": 126739, "loss_fcos_cls": 0.23781730025075376, "loss_fcos_ctr": 0.6206857208162546, "loss_fcos_loc": 0.19208927708677948, "loss_mask": 0.27573890145868063, "loss_maskiou": 0.005541545790038072, "loss_sem_seg": 0.3023104965686798, "lr": 0.01, "mask_rcnn/accuracy": 0.8896605069409509, "mask_rcnn/false_negative": 0.10438453751343484, "mask_rcnn/false_positive": 0.10365977942114823, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.0, "time": 0.7250614259392023, "total_loss": 1.632253801857587} {"data_time": 0.009714905172586441, "eta_seconds": 103857.57788159698, "iteration": 126759, "loss_fcos_cls": 0.24012042954564095, "loss_fcos_ctr": 0.6176428021863103, "loss_fcos_loc": 0.18121552909724414, "loss_mask": 0.2478071074001491, "loss_maskiou": 0.004775051220349269, "loss_sem_seg": 0.24804631317965686, "lr": 0.01, "mask_rcnn/accuracy": 0.8902121735791091, "mask_rcnn/false_negative": 0.1063899810132923, "mask_rcnn/false_positive": 0.12193459247201863, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.7312076948583126, "total_loss": 1.5704825632201391} {"data_time": 0.010374534875154495, "eta_seconds": 103819.08923580404, "iteration": 126779, "loss_fcos_cls": 0.25335428840480745, "loss_fcos_ctr": 0.6214166064746678, "loss_fcos_loc": 0.1870569591410458, "loss_mask": 0.26687552873045206, "loss_maskiou": 0.0053703770390711725, "loss_sem_seg": 0.2821693210862577, "lr": 0.01, "mask_rcnn/accuracy": 0.8691034345547121, "mask_rcnn/false_negative": 0.10234969398238017, "mask_rcnn/false_positive": 0.1268872479350429, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.5, "time": 0.7356591150164604, "total_loss": 1.6090505080355797} {"data_time": 0.009929494000971317, "eta_seconds": 103927.6864722697, "iteration": 126799, "loss_fcos_cls": 0.24657913693226874, "loss_fcos_ctr": 0.6184506183490157, "loss_fcos_loc": 0.1865652569103986, "loss_mask": 0.2518266956321895, "loss_maskiou": 0.005230085269431584, "loss_sem_seg": 0.2504683258011937, "lr": 0.01, "mask_rcnn/accuracy": 0.905952478146453, "mask_rcnn/false_negative": 0.07998746827967815, "mask_rcnn/false_positive": 0.13211967263003982, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.7341379811987281, "total_loss": 1.5763505111608538} {"data_time": 0.009684215299785137, "eta_seconds": 104013.12016676087, "iteration": 126819, "loss_fcos_cls": 0.2487453221110627, "loss_fcos_ctr": 0.6181947747245431, "loss_fcos_loc": 0.1946724149165675, "loss_mask": 0.270652711391449, "loss_maskiou": 0.006325817623292096, "loss_sem_seg": 0.23212204361334443, "lr": 0.01, "mask_rcnn/accuracy": 0.889030612244898, "mask_rcnn/false_negative": 0.09338110880888258, "mask_rcnn/false_positive": 0.1231066161540739, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.25, "time": 0.7217181641608477, "total_loss": 1.5599496121431002} {"data_time": 0.01005325373262167, "eta_seconds": 103909.85263705999, "iteration": 126839, "loss_fcos_cls": 0.24496545200236142, "loss_fcos_ctr": 0.6198570765554905, "loss_fcos_loc": 0.19279439840465784, "loss_mask": 0.2629031790420413, "loss_maskiou": 0.006314862475846894, "loss_sem_seg": 0.24162359489127994, "lr": 0.01, "mask_rcnn/accuracy": 0.874008124031057, "mask_rcnn/false_negative": 0.11488993998300942, "mask_rcnn/false_positive": 0.12054101768777434, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.5, "time": 0.7251220839098096, "total_loss": 1.579800069826888} {"data_time": 0.00928831659257412, "eta_seconds": 104036.97848173603, "iteration": 126859, "loss_fcos_cls": 0.25083528459072113, "loss_fcos_ctr": 0.6189162954688072, "loss_fcos_loc": 0.1980594010092318, "loss_mask": 0.27255178708583117, "loss_maskiou": 0.005374481655508134, "loss_sem_seg": 0.259169468190521, "lr": 0.01, "mask_rcnn/accuracy": 0.8805835893679506, "mask_rcnn/false_negative": 0.09716827304005651, "mask_rcnn/false_positive": 0.13927140250481024, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.25, "time": 0.7426561554893851, "total_loss": 1.6138626152787765} {"data_time": 0.010668828152120113, "eta_seconds": 104018.9964615712, "iteration": 126879, "loss_fcos_cls": 0.2538452569860965, "loss_fcos_ctr": 0.618926253169775, "loss_fcos_loc": 0.18071231618523598, "loss_mask": 0.26744798198342323, "loss_maskiou": 0.005090767968795262, "loss_sem_seg": 0.2895745043642819, "lr": 0.01, "mask_rcnn/accuracy": 0.8826593392154515, "mask_rcnn/false_negative": 0.0930291926474618, "mask_rcnn/false_positive": 0.13961668921526504, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.75, "time": 0.7310797451063991, "total_loss": 1.6179972887402982} {"data_time": 0.009173491969704628, "eta_seconds": 104015.65799673554, "iteration": 126899, "loss_fcos_cls": 0.2575074755586684, "loss_fcos_ctr": 0.6197386351414025, "loss_fcos_loc": 0.19665355200413615, "loss_mask": 0.26809593569487333, "loss_maskiou": 0.005283468155539595, "loss_sem_seg": 0.2870752983726561, "lr": 0.01, "mask_rcnn/accuracy": 0.9011377102387347, "mask_rcnn/false_negative": 0.1049698943900077, "mask_rcnn/false_positive": 0.11077900706748736, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 43.25, "time": 0.7295853681862354, "total_loss": 1.6218954918876989} {"data_time": 0.011029359884560108, "eta_seconds": 103989.92483785097, "iteration": 126919, "loss_fcos_cls": 0.23742847004905343, "loss_fcos_ctr": 0.6172245452180505, "loss_fcos_loc": 0.18236605287529528, "loss_mask": 0.24684309866279364, "loss_maskiou": 0.004787871133885346, "loss_sem_seg": 0.2800006065517664, "lr": 0.01, "mask_rcnn/accuracy": 0.8866489955357142, "mask_rcnn/false_negative": 0.08698357088827186, "mask_rcnn/false_positive": 0.13832912022162297, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.730586907826364, "total_loss": 1.5638480284032994} {"data_time": 0.010225575417280197, "eta_seconds": 104001.18723435793, "iteration": 126939, "loss_fcos_cls": 0.23190364800393581, "loss_fcos_ctr": 0.6213616095483303, "loss_fcos_loc": 0.18976793170440942, "loss_mask": 0.27046862058341503, "loss_maskiou": 0.0050074664686690085, "loss_sem_seg": 0.3008853627834469, "lr": 0.01, "mask_rcnn/accuracy": 0.8869920552762167, "mask_rcnn/false_negative": 0.08164068218416044, "mask_rcnn/false_positive": 0.10953856524546486, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 34.0, "time": 0.7381367394700646, "total_loss": 1.6006787065925892} {"data_time": 0.010576905682682991, "eta_seconds": 104055.1914535556, "iteration": 126959, "loss_fcos_cls": 0.24291576677933335, "loss_fcos_ctr": 0.6168172582983971, "loss_fcos_loc": 0.1912355690728873, "loss_mask": 0.2673146137967706, "loss_maskiou": 0.005655876186210662, "loss_sem_seg": 0.2579307125415653, "lr": 0.01, "mask_rcnn/accuracy": 0.8817864389553016, "mask_rcnn/false_negative": 0.09911142976516948, "mask_rcnn/false_positive": 0.10882012694199006, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.0, "time": 0.7357543269172311, "total_loss": 1.566321472360869} {"data_time": 0.010950752533972263, "eta_seconds": 104106.2298838729, "iteration": 126979, "loss_fcos_cls": 0.2455478678457439, "loss_fcos_ctr": 0.6171313393861055, "loss_fcos_loc": 0.1872742799750995, "loss_mask": 0.26282314117997885, "loss_maskiou": 0.005297381860145833, "loss_sem_seg": 0.26557558169588447, "lr": 0.01, "mask_rcnn/accuracy": 0.8925825372362829, "mask_rcnn/false_negative": 0.08912336890234479, "mask_rcnn/false_positive": 0.11714859745371686, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 23.5, "time": 0.7372983237728477, "total_loss": 1.5940395062207244} {"data_time": 0.009814761579036713, "eta_seconds": 104069.5178729184, "iteration": 126999, "loss_fcos_cls": 0.2353543695062399, "loss_fcos_ctr": 0.6224360894411802, "loss_fcos_loc": 0.19864186143968254, "loss_mask": 0.2715239115059376, "loss_maskiou": 0.0058888455387204885, "loss_sem_seg": 0.2721130680292845, "lr": 0.01, "mask_rcnn/accuracy": 0.8705219827165316, "mask_rcnn/false_negative": 0.0827006744526241, "mask_rcnn/false_positive": 0.16179939313235597, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.25, "time": 0.7191468505188823, "total_loss": 1.5904006859200308} {"data_time": 0.010505362413823605, "eta_seconds": 104134.64540045615, "iteration": 127019, "loss_fcos_cls": 0.24242323383805342, "loss_fcos_ctr": 0.616697951219976, "loss_fcos_loc": 0.18536826700437814, "loss_mask": 0.27186367474496365, "loss_maskiou": 0.005300727978465147, "loss_sem_seg": 0.2746255181264132, "lr": 0.01, "mask_rcnn/accuracy": 0.8755013612587892, "mask_rcnn/false_negative": 0.11170533713044639, "mask_rcnn/false_positive": 0.1372854508729962, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.5, "time": 0.7349452367052436, "total_loss": 1.6005599949712632} {"data_time": 0.010296584106981754, "eta_seconds": 104145.44954080973, "iteration": 127039, "loss_fcos_cls": 0.258103204658255, "loss_fcos_ctr": 0.619361437857151, "loss_fcos_loc": 0.17945152835454792, "loss_mask": 0.2724940339103341, "loss_maskiou": 0.0056210687616840005, "loss_sem_seg": 0.278171980753541, "lr": 0.01, "mask_rcnn/accuracy": 0.8801286139455782, "mask_rcnn/false_negative": 0.10041284476372833, "mask_rcnn/false_positive": 0.11811124668982848, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7337024798616767, "total_loss": 1.6141211727845075} {"data_time": 0.010220987722277641, "eta_seconds": 104018.25910993572, "iteration": 127059, "loss_fcos_cls": 0.25311867892742157, "loss_fcos_ctr": 0.6190698519349098, "loss_fcos_loc": 0.19163568143267184, "loss_mask": 0.26871423330157995, "loss_maskiou": 0.005390236867242493, "loss_sem_seg": 0.27362362341955304, "lr": 0.01, "mask_rcnn/accuracy": 0.8984453259325709, "mask_rcnn/false_negative": 0.08110680667300174, "mask_rcnn/false_positive": 0.12450845311958518, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.5, "time": 0.7057632394134998, "total_loss": 1.5843453737179516} {"data_time": 0.010131791234016418, "eta_seconds": 104054.51827509142, "iteration": 127079, "loss_fcos_cls": 0.24961551476735622, "loss_fcos_ctr": 0.6203718474134803, "loss_fcos_loc": 0.19271650607697666, "loss_mask": 0.26693389704450965, "loss_maskiou": 0.00549885136570083, "loss_sem_seg": 0.2869573920033872, "lr": 0.01, "mask_rcnn/accuracy": 0.8808686353329211, "mask_rcnn/false_negative": 0.07392177645940937, "mask_rcnn/false_positive": 0.14504402653140758, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 20.25, "time": 0.7452794127166271, "total_loss": 1.6102273311917088} {"data_time": 0.009157189168035984, "eta_seconds": 103996.7424952127, "iteration": 127099, "loss_fcos_cls": 0.2567656429600902, "loss_fcos_ctr": 0.6206866055727005, "loss_fcos_loc": 0.19547128025442362, "loss_mask": 0.2582920240238309, "loss_maskiou": 0.005815696422359906, "loss_sem_seg": 0.2792604973074049, "lr": 0.01, "mask_rcnn/accuracy": 0.8739335898293743, "mask_rcnn/false_negative": 0.09662988836420995, "mask_rcnn/false_positive": 0.13926729214857286, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.25, "time": 0.7211149223148823, "total_loss": 1.670456167703378} {"data_time": 0.0100023178383708, "eta_seconds": 104117.38534554094, "iteration": 127119, "loss_fcos_cls": 0.24465740169398487, "loss_fcos_ctr": 0.6187704131007195, "loss_fcos_loc": 0.19310049572959542, "loss_mask": 0.2526858984492719, "loss_maskiou": 0.00581378054630477, "loss_sem_seg": 0.27749582822434604, "lr": 0.01, "mask_rcnn/accuracy": 0.8831863839285714, "mask_rcnn/false_negative": 0.09008047472210988, "mask_rcnn/false_positive": 0.1377963350136273, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7349166702479124, "total_loss": 1.6124803885977599} {"data_time": 0.009857717901468277, "eta_seconds": 104149.78706091736, "iteration": 127139, "loss_fcos_cls": 0.2597244349308312, "loss_fcos_ctr": 0.6197803653776646, "loss_fcos_loc": 0.1964520188048482, "loss_mask": 0.26712562143802643, "loss_maskiou": 0.005924273704295047, "loss_sem_seg": 0.25920461071655154, "lr": 0.01, "mask_rcnn/accuracy": 0.8762436224489796, "mask_rcnn/false_negative": 0.08906522335447697, "mask_rcnn/false_positive": 0.1580043221476592, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.0, "time": 0.7167069436982274, "total_loss": 1.6209182440070435} {"data_time": 0.010801498778164387, "eta_seconds": 104082.6519037839, "iteration": 127159, "loss_fcos_cls": 0.25787466717883945, "loss_fcos_ctr": 0.6187284970656037, "loss_fcos_loc": 0.19597015948966146, "loss_mask": 0.26621531043201685, "loss_maskiou": 0.0057807909906841815, "loss_sem_seg": 0.2906291994731873, "lr": 0.01, "mask_rcnn/accuracy": 0.8938574678669544, "mask_rcnn/false_negative": 0.0960338942372996, "mask_rcnn/false_positive": 0.13956242815308176, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7168665491044521, "total_loss": 1.6407621459511574} {"data_time": 0.010061174631118774, "eta_seconds": 104073.66334526986, "iteration": 127179, "loss_fcos_cls": 0.25224780198186636, "loss_fcos_ctr": 0.6206269776448607, "loss_fcos_loc": 0.18863019510172307, "loss_mask": 0.26833947468549013, "loss_maskiou": 0.0052639664863818325, "loss_sem_seg": 0.29621529625728726, "lr": 0.01, "mask_rcnn/accuracy": 0.8788739706408879, "mask_rcnn/false_negative": 0.11832006014075849, "mask_rcnn/false_positive": 0.14808285933920196, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 35.0, "time": 0.7298253457993269, "total_loss": 1.6194683671492385} {"data_time": 0.011109133251011372, "eta_seconds": 104059.0893451795, "iteration": 127199, "loss_fcos_cls": 0.24238299776334316, "loss_fcos_ctr": 0.6225998988375068, "loss_fcos_loc": 0.19711213879054412, "loss_mask": 0.2671784870326519, "loss_maskiou": 0.0049752710401662625, "loss_sem_seg": 0.26800481602549553, "lr": 0.01, "mask_rcnn/accuracy": 0.8787719598148538, "mask_rcnn/false_negative": 0.08893885704534275, "mask_rcnn/false_positive": 0.15085725544661496, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.0, "time": 0.7293102853000164, "total_loss": 1.616911350225564} {"data_time": 0.009781183674931526, "eta_seconds": 104112.24385362491, "iteration": 127219, "loss_fcos_cls": 0.2351263640448451, "loss_fcos_ctr": 0.6142169898375869, "loss_fcos_loc": 0.18347788241226226, "loss_mask": 0.2630554847419262, "loss_maskiou": 0.005150335760845337, "loss_sem_seg": 0.2864060257561505, "lr": 0.01, "mask_rcnn/accuracy": 0.8839904983732624, "mask_rcnn/false_negative": 0.08967542944584067, "mask_rcnn/false_positive": 0.12776537504304541, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.5, "time": 0.7331595383584499, "total_loss": 1.5828599135493278} {"data_time": 0.010507456958293915, "eta_seconds": 104125.4107900355, "iteration": 127239, "loss_fcos_cls": 0.25612876599188894, "loss_fcos_ctr": 0.6200920585542917, "loss_fcos_loc": 0.1877683161292225, "loss_mask": 0.2604244123212993, "loss_maskiou": 0.005995520317810588, "loss_sem_seg": 0.28283523756545037, "lr": 0.01, "mask_rcnn/accuracy": 0.8888006218112245, "mask_rcnn/false_negative": 0.09551730032065327, "mask_rcnn/false_positive": 0.12003029467171109, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 25.5, "time": 0.7319487165659666, "total_loss": 1.6422718904796056} {"data_time": 0.010098428465425968, "eta_seconds": 104120.1208271645, "iteration": 127259, "loss_fcos_cls": 0.25814028875902295, "loss_fcos_ctr": 0.6187316384166479, "loss_fcos_loc": 0.1893908977508545, "loss_mask": 0.26303249364718795, "loss_maskiou": 0.005294857772241812, "loss_sem_seg": 0.2763106618076563, "lr": 0.01, "mask_rcnn/accuracy": 0.881966881045222, "mask_rcnn/false_negative": 0.10547324706083727, "mask_rcnn/false_positive": 0.12560563235049066, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.25, "time": 0.7241241568699479, "total_loss": 1.6105434850687743} {"data_time": 0.01059536263346672, "eta_seconds": 104114.94549371302, "iteration": 127279, "loss_fcos_cls": 0.24608302803244442, "loss_fcos_ctr": 0.6202528160065413, "loss_fcos_loc": 0.1882012654095888, "loss_mask": 0.26508785830810666, "loss_maskiou": 0.005477647267980501, "loss_sem_seg": 0.27600272884592414, "lr": 0.01, "mask_rcnn/accuracy": 0.9017452712792433, "mask_rcnn/false_negative": 0.08346354771033113, "mask_rcnn/false_positive": 0.10830743261794923, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.75, "time": 0.7262661019340158, "total_loss": 1.5971101701725274} {"data_time": 0.01034566294401884, "eta_seconds": 104019.21432645991, "iteration": 127299, "loss_fcos_cls": 0.2417878496926278, "loss_fcos_ctr": 0.6212332434952259, "loss_fcos_loc": 0.1948642993811518, "loss_mask": 0.2702693911269307, "loss_maskiou": 0.005793107884528581, "loss_sem_seg": 0.2546240915544331, "lr": 0.01, "mask_rcnn/accuracy": 0.8815901998554524, "mask_rcnn/false_negative": 0.09555600981289394, "mask_rcnn/false_positive": 0.14458418606367418, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7149010254070163, "total_loss": 1.6136888966648257} {"data_time": 0.010328059084713459, "eta_seconds": 103931.23405705951, "iteration": 127319, "loss_fcos_cls": 0.25525982421822846, "loss_fcos_ctr": 0.6184453684836626, "loss_fcos_loc": 0.19216872577089816, "loss_mask": 0.2595991790294647, "loss_maskiou": 0.005337940427125432, "loss_sem_seg": 0.2685599804390222, "lr": 0.01, "mask_rcnn/accuracy": 0.90774759441527, "mask_rcnn/false_negative": 0.07467511441569102, "mask_rcnn/false_positive": 0.12230681422950494, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.5, "time": 0.7129574902355671, "total_loss": 1.5863580763034406} {"data_time": 0.010235807858407497, "eta_seconds": 103957.07134454697, "iteration": 127339, "loss_fcos_cls": 0.2316501921741292, "loss_fcos_ctr": 0.6202956233173609, "loss_fcos_loc": 0.1883166212355718, "loss_mask": 0.24857297632843256, "loss_maskiou": 0.00506753316585673, "loss_sem_seg": 0.27185639343224466, "lr": 0.01, "mask_rcnn/accuracy": 0.9072547923948093, "mask_rcnn/false_negative": 0.08391467621843948, "mask_rcnn/false_positive": 0.1231196223424181, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.7240395173430443, "total_loss": 1.601833418233582} {"data_time": 0.010449651628732681, "eta_seconds": 103785.04439342022, "iteration": 127359, "loss_fcos_cls": 0.25063588307239115, "loss_fcos_ctr": 0.6192736625671387, "loss_fcos_loc": 0.18742063734680414, "loss_mask": 0.2659098971635103, "loss_maskiou": 0.005825658965477487, "loss_sem_seg": 0.27440436463803053, "lr": 0.01, "mask_rcnn/accuracy": 0.8904352606427186, "mask_rcnn/false_negative": 0.1057132743327103, "mask_rcnn/false_positive": 0.11086210569449562, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.75, "time": 0.7174721006304026, "total_loss": 1.6311334201018326} {"data_time": 0.010057540610432625, "eta_seconds": 103887.52905048244, "iteration": 127379, "loss_fcos_cls": 0.24416161490080412, "loss_fcos_ctr": 0.6220621094107628, "loss_fcos_loc": 0.2029277104884386, "loss_mask": 0.2568539325147867, "loss_maskiou": 0.005278618111333344, "loss_sem_seg": 0.2741390548180789, "lr": 0.01, "mask_rcnn/accuracy": 0.8971599609231448, "mask_rcnn/false_negative": 0.07002301476113243, "mask_rcnn/false_positive": 0.16054365650107522, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.75, "time": 0.7383590573444963, "total_loss": 1.6042590584474965} {"data_time": 0.009514098055660725, "eta_seconds": 103913.34934427589, "iteration": 127399, "loss_fcos_cls": 0.2432565267663449, "loss_fcos_ctr": 0.6184446737170219, "loss_fcos_loc": 0.19580556103028357, "loss_mask": 0.25620274245738983, "loss_maskiou": 0.005402711540227756, "loss_sem_seg": 0.27208471088670194, "lr": 0.01, "mask_rcnn/accuracy": 0.8985817374254432, "mask_rcnn/false_negative": 0.09020568880370364, "mask_rcnn/false_positive": 0.12516908325665554, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.25, "time": 0.7344063334167004, "total_loss": 1.6058385139913298} {"data_time": 0.011039962992072105, "eta_seconds": 103939.71960763726, "iteration": 127419, "loss_fcos_cls": 0.24317710823379457, "loss_fcos_ctr": 0.6186792682856321, "loss_fcos_loc": 0.1903789136558771, "loss_mask": 0.2665023263543844, "loss_maskiou": 0.005658423498971388, "loss_sem_seg": 0.28818122623488307, "lr": 0.01, "mask_rcnn/accuracy": 0.884562130773362, "mask_rcnn/false_negative": 0.09033388636695003, "mask_rcnn/false_positive": 0.13165273730017021, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.5, "time": 0.7574076373130083, "total_loss": 1.6125351146183675} {"data_time": 0.009537589736282825, "eta_seconds": 103961.72604193259, "iteration": 127439, "loss_fcos_cls": 0.2525187423452735, "loss_fcos_ctr": 0.6231529032811522, "loss_fcos_loc": 0.1938373774755746, "loss_mask": 0.25831916742026806, "loss_maskiou": 0.0052703929104609415, "loss_sem_seg": 0.28081552125513554, "lr": 0.01, "mask_rcnn/accuracy": 0.8847118976324645, "mask_rcnn/false_negative": 0.09641355319061531, "mask_rcnn/false_positive": 0.13390300045831047, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.0, "time": 0.7249885583296418, "total_loss": 1.6457937305349333} {"data_time": 0.009367711842060089, "eta_seconds": 103964.9496670831, "iteration": 127459, "loss_fcos_cls": 0.2473075578454882, "loss_fcos_ctr": 0.6212483742274344, "loss_fcos_loc": 0.193472572369501, "loss_mask": 0.2773582795634866, "loss_maskiou": 0.005537608427403029, "loss_sem_seg": 0.2909191092476249, "lr": 0.01, "mask_rcnn/accuracy": 0.8680250867065945, "mask_rcnn/false_negative": 0.11019941732461543, "mask_rcnn/false_positive": 0.16430393883032846, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.5, "time": 0.7251496380195022, "total_loss": 1.6204923356126528} {"data_time": 0.010263032279908657, "eta_seconds": 103814.68737285398, "iteration": 127479, "loss_fcos_cls": 0.2630813177675009, "loss_fcos_ctr": 0.620009258389473, "loss_fcos_loc": 0.18543677614070475, "loss_mask": 0.26266223518177867, "loss_maskiou": 0.005648362173815258, "loss_sem_seg": 0.3046820459421724, "lr": 0.01, "mask_rcnn/accuracy": 0.8688086864627005, "mask_rcnn/false_negative": 0.08310750662076194, "mask_rcnn/false_positive": 0.15907317099459228, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7127214884385467, "total_loss": 1.6523330806667218} {"data_time": 0.00925303716212511, "eta_seconds": 103743.88635423593, "iteration": 127499, "loss_fcos_cls": 0.24598046741448343, "loss_fcos_ctr": 0.6192380101419985, "loss_fcos_loc": 0.18818265676964074, "loss_mask": 0.25916915107518435, "loss_maskiou": 0.005315723527019145, "loss_sem_seg": 0.2652667826041579, "lr": 0.01, "mask_rcnn/accuracy": 0.907021995220502, "mask_rcnn/false_negative": 0.08320486020598153, "mask_rcnn/false_positive": 0.11063343564472944, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.25, "time": 0.731729794293642, "total_loss": 1.5864245170268987} {"data_time": 0.009523614309728146, "eta_seconds": 103668.62900722027, "iteration": 127519, "loss_fcos_cls": 0.24145976617000997, "loss_fcos_ctr": 0.6196459541097283, "loss_fcos_loc": 0.1848727687029168, "loss_mask": 0.26354736741632223, "loss_maskiou": 0.005040128860855475, "loss_sem_seg": 0.27522109914571047, "lr": 0.01, "mask_rcnn/accuracy": 0.8786361005245472, "mask_rcnn/false_negative": 0.08932043257083436, "mask_rcnn/false_positive": 0.1504248133288914, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7181988982483745, "total_loss": 1.6124584747376502} {"data_time": 0.010220893658697605, "eta_seconds": 103578.69258352742, "iteration": 127539, "loss_fcos_cls": 0.25145103747490793, "loss_fcos_ctr": 0.6196691747754812, "loss_fcos_loc": 0.19506965472828597, "loss_mask": 0.2707311986014247, "loss_maskiou": 0.005496804602444172, "loss_sem_seg": 0.27610558876767755, "lr": 0.01, "mask_rcnn/accuracy": 0.8880473499240121, "mask_rcnn/false_negative": 0.08115944012372422, "mask_rcnn/false_positive": 0.1274841996757832, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.0, "time": 0.7221100265160203, "total_loss": 1.6150246168108424} {"data_time": 0.009004587307572365, "eta_seconds": 103522.6831190465, "iteration": 127559, "loss_fcos_cls": 0.25346101133618504, "loss_fcos_ctr": 0.6208005864173174, "loss_fcos_loc": 0.19118248438462615, "loss_mask": 0.24944420903921127, "loss_maskiou": 0.004854651626374107, "loss_sem_seg": 0.2902968479320407, "lr": 0.01, "mask_rcnn/accuracy": 0.9117892895794681, "mask_rcnn/false_negative": 0.07926894258930639, "mask_rcnn/false_positive": 0.10373193709429893, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.5, "time": 0.720882834866643, "total_loss": 1.610019441221084} {"data_time": 0.009494610130786896, "eta_seconds": 103508.14760144707, "iteration": 127579, "loss_fcos_cls": 0.25098912534303963, "loss_fcos_ctr": 0.6194866206496954, "loss_fcos_loc": 0.18924582935869694, "loss_mask": 0.26025305315852165, "loss_maskiou": 0.005243552979663946, "loss_sem_seg": 0.29585957573726773, "lr": 0.01, "mask_rcnn/accuracy": 0.8684036114445779, "mask_rcnn/false_negative": 0.1015109865164655, "mask_rcnn/false_positive": 0.12123197331675653, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.5, "time": 0.723510755226016, "total_loss": 1.6077133799553849} {"data_time": 0.010528666898608208, "eta_seconds": 103449.98910346068, "iteration": 127599, "loss_fcos_cls": 0.23802778538083658, "loss_fcos_ctr": 0.6189614161849022, "loss_fcos_loc": 0.19107763736974448, "loss_mask": 0.2626101765781641, "loss_maskiou": 0.0061196380338515155, "loss_sem_seg": 0.26987234642729163, "lr": 0.01, "mask_rcnn/accuracy": 0.8951716141001855, "mask_rcnn/false_negative": 0.09530536931725717, "mask_rcnn/false_positive": 0.14129265431600205, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.25, "time": 0.7184861255809665, "total_loss": 1.5995689233750454} {"data_time": 0.009506498463451862, "eta_seconds": 103351.6654526908, "iteration": 127619, "loss_fcos_cls": 0.24482306372374296, "loss_fcos_ctr": 0.6178474901244044, "loss_fcos_loc": 0.1923498110845685, "loss_mask": 0.26916878018528223, "loss_maskiou": 0.005480863721459173, "loss_sem_seg": 0.27584927063435316, "lr": 0.01, "mask_rcnn/accuracy": 0.8888459604621068, "mask_rcnn/false_negative": 0.07973235996342065, "mask_rcnn/false_positive": 0.1346162614374528, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 24.0, "time": 0.714148954488337, "total_loss": 1.6144578162202379} {"data_time": 0.010330203920602798, "eta_seconds": 103420.93032182194, "iteration": 127639, "loss_fcos_cls": 0.23408054281026125, "loss_fcos_ctr": 0.6212126575410366, "loss_fcos_loc": 0.19881602562963963, "loss_mask": 0.267635690048337, "loss_maskiou": 0.005229848684393801, "loss_sem_seg": 0.24109326186589897, "lr": 0.01, "mask_rcnn/accuracy": 0.8961322721488917, "mask_rcnn/false_negative": 0.08124869226079284, "mask_rcnn/false_positive": 0.1396428667394578, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7327355928719044, "total_loss": 1.5736600799282314} {"data_time": 0.010285845957696438, "eta_seconds": 103395.93926838879, "iteration": 127659, "loss_fcos_cls": 0.2530520260334015, "loss_fcos_ctr": 0.6210199436172843, "loss_fcos_loc": 0.19308858050499111, "loss_mask": 0.2524285498075187, "loss_maskiou": 0.005365814911783673, "loss_sem_seg": 0.2724293237552047, "lr": 0.01, "mask_rcnn/accuracy": 0.8823830207758779, "mask_rcnn/false_negative": 0.07968698505218683, "mask_rcnn/false_positive": 0.14911770554724452, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.0, "time": 0.7313248375430703, "total_loss": 1.595508214973961} {"data_time": 0.009027364663779736, "eta_seconds": 103435.4700134499, "iteration": 127679, "loss_fcos_cls": 0.25163438741583377, "loss_fcos_ctr": 0.6171473124995828, "loss_fcos_loc": 0.1889854813925922, "loss_mask": 0.2546572722494602, "loss_maskiou": 0.005372781277401373, "loss_sem_seg": 0.3358676005154848, "lr": 0.01, "mask_rcnn/accuracy": 0.8913774930426717, "mask_rcnn/false_negative": 0.09917682475163496, "mask_rcnn/false_positive": 0.1307743784670898, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7448143661022186, "total_loss": 1.6408782851140131} {"data_time": 0.010362195782363415, "eta_seconds": 103524.3660777891, "iteration": 127699, "loss_fcos_cls": 0.25043022364843637, "loss_fcos_ctr": 0.6191974896937609, "loss_fcos_loc": 0.19180072622839361, "loss_mask": 0.26633278792724013, "loss_maskiou": 0.005398634290031623, "loss_sem_seg": 0.2978057216387242, "lr": 0.01, "mask_rcnn/accuracy": 0.8991155971464494, "mask_rcnn/false_negative": 0.07206528811714377, "mask_rcnn/false_positive": 0.13720478498961156, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.75, "time": 0.734869840554893, "total_loss": 1.6720375231961953} {"data_time": 0.010342670604586601, "eta_seconds": 103498.78566677403, "iteration": 127719, "loss_fcos_cls": 0.23557437234558165, "loss_fcos_ctr": 0.6181506202556193, "loss_fcos_loc": 0.18532341573154554, "loss_mask": 0.24977930262684822, "loss_maskiou": 0.005091656879812945, "loss_sem_seg": 0.30258921696804464, "lr": 0.01, "mask_rcnn/accuracy": 0.8817261470914897, "mask_rcnn/false_negative": 0.09920114073918676, "mask_rcnn/false_positive": 0.14922852538844258, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 39.75, "time": 0.7255500610917807, "total_loss": 1.6283148446527775} {"data_time": 0.010370948351919651, "eta_seconds": 103466.14738776442, "iteration": 127739, "loss_fcos_cls": 0.2457525182981044, "loss_fcos_ctr": 0.6200617635622621, "loss_fcos_loc": 0.19478705164510757, "loss_mask": 0.271325864829123, "loss_maskiou": 0.005475230136653408, "loss_sem_seg": 0.24215178843587637, "lr": 0.01, "mask_rcnn/accuracy": 0.893286934338953, "mask_rcnn/false_negative": 0.08897733073137876, "mask_rcnn/false_positive": 0.12307011027094561, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.5, "time": 0.7263161242008209, "total_loss": 1.560103320327471} {"data_time": 0.010554064065217972, "eta_seconds": 103469.68865855318, "iteration": 127759, "loss_fcos_cls": 0.23290219367481768, "loss_fcos_ctr": 0.6186085017398, "loss_fcos_loc": 0.19099251076113433, "loss_mask": 0.24736817181110382, "loss_maskiou": 0.004878330131759867, "loss_sem_seg": 0.26267509954050183, "lr": 0.01, "mask_rcnn/accuracy": 0.8811475509716664, "mask_rcnn/false_negative": 0.08510297662449456, "mask_rcnn/false_positive": 0.14980239272647744, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 39.0, "time": 0.7318151136860251, "total_loss": 1.5784699606738286} {"data_time": 0.009287485852837563, "eta_seconds": 103455.14015444275, "iteration": 127779, "loss_fcos_cls": 0.2384568655397743, "loss_fcos_ctr": 0.6163232065737247, "loss_fcos_loc": 0.1896905061439611, "loss_mask": 0.2625994412228465, "loss_maskiou": 0.0056663270079297945, "loss_sem_seg": 0.2891683056950569, "lr": 0.01, "mask_rcnn/accuracy": 0.8810491874095177, "mask_rcnn/false_negative": 0.08880031511450856, "mask_rcnn/false_positive": 0.15945122976678142, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7244780221953988, "total_loss": 1.6018782272440149} {"data_time": 0.0093721067532897, "eta_seconds": 103440.59165033232, "iteration": 127799, "loss_fcos_cls": 0.23446653597056866, "loss_fcos_ctr": 0.6202686913311481, "loss_fcos_loc": 0.18894502543844283, "loss_mask": 0.2541803680360317, "loss_maskiou": 0.005529275091248564, "loss_sem_seg": 0.2433662754483521, "lr": 0.01, "mask_rcnn/accuracy": 0.8828995366262447, "mask_rcnn/false_negative": 0.09498230532252705, "mask_rcnn/false_positive": 0.13123787804600795, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 36.75, "time": 0.7378118094056845, "total_loss": 1.5560493325901916} {"data_time": 0.009153444319963455, "eta_seconds": 103437.0657501081, "iteration": 127819, "loss_fcos_cls": 0.24587821285240352, "loss_fcos_ctr": 0.618249649181962, "loss_fcos_loc": 0.18032509298063815, "loss_mask": 0.25510137202218175, "loss_maskiou": 0.0053182080227998085, "loss_sem_seg": 0.26298681925982237, "lr": 0.01, "mask_rcnn/accuracy": 0.8783508423973986, "mask_rcnn/false_negative": 0.10949404824689325, "mask_rcnn/false_positive": 0.1419847538679641, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 42.25, "time": 0.7183353397995234, "total_loss": 1.5884482717083301} {"data_time": 0.009976769797503948, "eta_seconds": 103469.2121166056, "iteration": 127839, "loss_fcos_cls": 0.24862090172246099, "loss_fcos_ctr": 0.620424710214138, "loss_fcos_loc": 0.19621048495173454, "loss_mask": 0.25048675294965506, "loss_maskiou": 0.0046508454324794, "loss_sem_seg": 0.2943676598370075, "lr": 0.01, "mask_rcnn/accuracy": 0.9087773998488284, "mask_rcnn/false_negative": 0.07417015211874257, "mask_rcnn/false_positive": 0.11114828206599722, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7326568113639951, "total_loss": 1.5875187927667866} {"data_time": 0.009786911308765411, "eta_seconds": 103407.9656408811, "iteration": 127859, "loss_fcos_cls": 0.2468654045369476, "loss_fcos_ctr": 0.6187583757564425, "loss_fcos_loc": 0.18807214661501348, "loss_mask": 0.268993703648448, "loss_maskiou": 0.005499825801962288, "loss_sem_seg": 0.23755381349474192, "lr": 0.01, "mask_rcnn/accuracy": 0.8752301880935602, "mask_rcnn/false_negative": 0.11407178235266288, "mask_rcnn/false_positive": 0.13679433634159707, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7105238307267427, "total_loss": 1.5871207309974125} {"data_time": 0.010165754705667496, "eta_seconds": 103382.39763389062, "iteration": 127879, "loss_fcos_cls": 0.25047052395530045, "loss_fcos_ctr": 0.6193274892866611, "loss_fcos_loc": 0.1899995137937367, "loss_mask": 0.26554818637669086, "loss_maskiou": 0.005225178843829781, "loss_sem_seg": 0.2519809817895293, "lr": 0.01, "mask_rcnn/accuracy": 0.8756774742799588, "mask_rcnn/false_negative": 0.11865197485163168, "mask_rcnn/false_positive": 0.1503819440165159, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.75, "time": 0.713289306499064, "total_loss": 1.5826445533166407} {"data_time": 0.01035025529563427, "eta_seconds": 103262.55793866422, "iteration": 127899, "loss_fcos_cls": 0.2260671176481992, "loss_fcos_ctr": 0.6183639531955123, "loss_fcos_loc": 0.1870784149505198, "loss_mask": 0.26898510567843914, "loss_maskiou": 0.005372911793529056, "loss_sem_seg": 0.2872271267697215, "lr": 0.01, "mask_rcnn/accuracy": 0.8911632694949901, "mask_rcnn/false_negative": 0.09019181520415508, "mask_rcnn/false_positive": 0.09776779650009751, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.5, "time": 0.7225757734850049, "total_loss": 1.6378352794854436} {"data_time": 0.009997873567044735, "eta_seconds": 103147.73276304733, "iteration": 127919, "loss_fcos_cls": 0.23630252201110125, "loss_fcos_ctr": 0.6192151932045817, "loss_fcos_loc": 0.19275356526486576, "loss_mask": 0.2526589408516884, "loss_maskiou": 0.004695703657489503, "loss_sem_seg": 0.3146844985894859, "lr": 0.01, "mask_rcnn/accuracy": 0.8806257870661877, "mask_rcnn/false_negative": 0.0818566046430282, "mask_rcnn/false_positive": 0.16339142162254788, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.75, "time": 0.7121185837313533, "total_loss": 1.616622001885844} {"data_time": 0.009878170676529408, "eta_seconds": 103087.1393037755, "iteration": 127939, "loss_fcos_cls": 0.24618879077024758, "loss_fcos_ctr": 0.6180424317717552, "loss_fcos_loc": 0.18380072742002085, "loss_mask": 0.2549169398844242, "loss_maskiou": 0.004936609791911906, "loss_sem_seg": 0.2542761960066855, "lr": 0.01, "mask_rcnn/accuracy": 0.891078445090782, "mask_rcnn/false_negative": 0.08048688210575003, "mask_rcnn/false_positive": 0.12147164805828531, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7133366568014026, "total_loss": 1.5858359917874623} {"data_time": 0.010011614300310612, "eta_seconds": 103044.06567767076, "iteration": 127959, "loss_fcos_cls": 0.24391184630803764, "loss_fcos_ctr": 0.6185749135911465, "loss_fcos_loc": 0.1844630630221218, "loss_mask": 0.2592719988897443, "loss_maskiou": 0.005679171372321434, "loss_sem_seg": 0.27735330956056714, "lr": 0.01, "mask_rcnn/accuracy": 0.8680848450491307, "mask_rcnn/false_negative": 0.10115244688505012, "mask_rcnn/false_positive": 0.15526371728793587, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 36.5, "time": 0.7339461473748088, "total_loss": 1.6078973928670166} {"data_time": 0.010856689885258675, "eta_seconds": 103015.25639996119, "iteration": 127979, "loss_fcos_cls": 0.26592514745425433, "loss_fcos_ctr": 0.6222614487633109, "loss_fcos_loc": 0.19632490118965507, "loss_mask": 0.2709824778139591, "loss_maskiou": 0.005661282248183852, "loss_sem_seg": 0.31301509216427803, "lr": 0.01, "mask_rcnn/accuracy": 0.8789434282783408, "mask_rcnn/false_negative": 0.10245730760728047, "mask_rcnn/false_positive": 0.1425461743640432, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.721896287985146, "total_loss": 1.6401686672106734} {"data_time": 0.010061780922114849, "eta_seconds": 103030.81306294445, "iteration": 127999, "loss_fcos_cls": 0.24031202809419483, "loss_fcos_ctr": 0.6214779200963676, "loss_fcos_loc": 0.1948917619884014, "loss_mask": 0.274445615708828, "loss_maskiou": 0.005535263131605461, "loss_sem_seg": 0.29498875979334116, "lr": 0.01, "mask_rcnn/accuracy": 0.873980588035391, "mask_rcnn/false_negative": 0.09729523984436057, "mask_rcnn/false_positive": 0.14052071417826079, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.25, "time": 0.7396548613905907, "total_loss": 1.6379214481275994} {"data_time": 0.00961074884980917, "eta_seconds": 103016.30178301502, "iteration": 128019, "loss_fcos_cls": 0.27826646668836474, "loss_fcos_ctr": 0.6198548264801502, "loss_fcos_loc": 0.19536397967021912, "loss_mask": 0.26605938002467155, "loss_maskiou": 0.006689796369755641, "loss_sem_seg": 0.28008455596864223, "lr": 0.01, "mask_rcnn/accuracy": 0.8811820142323655, "mask_rcnn/false_negative": 0.09389192476232451, "mask_rcnn/false_positive": 0.13880817688250643, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7467472162097692, "total_loss": 1.6592902358970605} {"data_time": 0.009875795803964138, "eta_seconds": 102954.39096731693, "iteration": 128039, "loss_fcos_cls": 0.25623280741274357, "loss_fcos_ctr": 0.6191899729892612, "loss_fcos_loc": 0.18273313459940255, "loss_mask": 0.2495384393259883, "loss_maskiou": 0.005165583119378425, "loss_sem_seg": 0.3215394448488951, "lr": 0.01, "mask_rcnn/accuracy": 0.887312216553288, "mask_rcnn/false_negative": 0.10366504274849091, "mask_rcnn/false_positive": 0.13611721751613415, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.75, "time": 0.716975711286068, "total_loss": 1.6510258754133247} {"data_time": 0.012030651792883873, "eta_seconds": 103001.8274437096, "iteration": 128059, "loss_fcos_cls": 0.25778632750734687, "loss_fcos_ctr": 0.6191144580952823, "loss_fcos_loc": 0.19221190875396132, "loss_mask": 0.2693232735618949, "loss_maskiou": 0.005412755272118375, "loss_sem_seg": 0.2844594665803015, "lr": 0.01, "mask_rcnn/accuracy": 0.8731346247290125, "mask_rcnn/false_negative": 0.10287887829633885, "mask_rcnn/false_positive": 0.14543837727593162, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.25, "time": 0.7341110920533538, "total_loss": 1.6282994292087096} {"data_time": 0.010167445987462997, "eta_seconds": 102986.35505766235, "iteration": 128079, "loss_fcos_cls": 0.24343781801871955, "loss_fcos_ctr": 0.6213318025693297, "loss_fcos_loc": 0.18978335190331563, "loss_mask": 0.2702109096571803, "loss_maskiou": 0.005520555685507134, "loss_sem_seg": 0.3145712565165013, "lr": 0.01, "mask_rcnn/accuracy": 0.8916211127308066, "mask_rcnn/false_negative": 0.07983646560039484, "mask_rcnn/false_positive": 0.13117305307847876, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7456498695537448, "total_loss": 1.6647459285668447} {"data_time": 0.00965991523116827, "eta_seconds": 102979.34724408947, "iteration": 128099, "loss_fcos_cls": 0.25953087443485856, "loss_fcos_ctr": 0.6187330721877515, "loss_fcos_loc": 0.19023913593264297, "loss_mask": 0.2744806129485369, "loss_maskiou": 0.005717648979043588, "loss_sem_seg": 0.28391322353854775, "lr": 0.01, "mask_rcnn/accuracy": 0.872527702937264, "mask_rcnn/false_negative": 0.103330404064045, "mask_rcnn/false_positive": 0.12396261894977591, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7237048698589206, "total_loss": 1.6693458110676147} {"data_time": 0.009374146349728107, "eta_seconds": 102920.27072064113, "iteration": 128119, "loss_fcos_cls": 0.2439965547528118, "loss_fcos_ctr": 0.6204696241766214, "loss_fcos_loc": 0.19701353600248694, "loss_mask": 0.2597994254902005, "loss_maskiou": 0.005693425802746788, "loss_sem_seg": 0.28334282082505524, "lr": 0.01, "mask_rcnn/accuracy": 0.8797550270108043, "mask_rcnn/false_negative": 0.08978716221732552, "mask_rcnn/false_positive": 0.13987583602869158, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.5, "time": 0.7198846600949764, "total_loss": 1.6190935368576902} {"data_time": 0.010521551594138145, "eta_seconds": 102905.76274977531, "iteration": 128139, "loss_fcos_cls": 0.24365348205901682, "loss_fcos_ctr": 0.6180378342978656, "loss_fcos_loc": 0.1915307679446414, "loss_mask": 0.2540132813155651, "loss_maskiou": 0.0053339255100581795, "loss_sem_seg": 0.2890963894315064, "lr": 0.01, "mask_rcnn/accuracy": 0.8955333490248203, "mask_rcnn/false_negative": 0.0916780700817596, "mask_rcnn/false_positive": 0.11278527624073983, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.25, "time": 0.7162309158593416, "total_loss": 1.641167892696103} {"data_time": 0.01050838828086853, "eta_seconds": 102928.3022789713, "iteration": 128159, "loss_fcos_cls": 0.24699719494674355, "loss_fcos_ctr": 0.6205428442917764, "loss_fcos_loc": 0.1953868569980841, "loss_mask": 0.25729970447719097, "loss_maskiou": 0.004986979656678159, "loss_sem_seg": 0.28341738996095955, "lr": 0.01, "mask_rcnn/accuracy": 0.8813422312498667, "mask_rcnn/false_negative": 0.09569649518407285, "mask_rcnn/false_positive": 0.146574275538213, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.0, "time": 0.7336934469640255, "total_loss": 1.6066571977935382} {"data_time": 0.011178199201822281, "eta_seconds": 102932.49506992381, "iteration": 128179, "loss_fcos_cls": 0.2363018156029284, "loss_fcos_ctr": 0.6144890142604709, "loss_fcos_loc": 0.17138839385006577, "loss_mask": 0.24833940342068672, "loss_maskiou": 0.004324800393078476, "loss_sem_seg": 0.2621923442929983, "lr": 0.01, "mask_rcnn/accuracy": 0.9166946021813405, "mask_rcnn/false_negative": 0.07542021238756336, "mask_rcnn/false_positive": 0.12016634261091735, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.75, "time": 0.7440748838707805, "total_loss": 1.5540649178947206} {"data_time": 0.00923850666731596, "eta_seconds": 102906.77598155849, "iteration": 128199, "loss_fcos_cls": 0.24972335109487176, "loss_fcos_ctr": 0.6190754706040025, "loss_fcos_loc": 0.18739931227173656, "loss_mask": 0.257550367154181, "loss_maskiou": 0.005391757804318331, "loss_sem_seg": 0.2822033246047795, "lr": 0.01, "mask_rcnn/accuracy": 0.889269385290348, "mask_rcnn/false_negative": 0.09476347626038847, "mask_rcnn/false_positive": 0.12922606865961664, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7168002724647522, "total_loss": 1.6161493189574685} {"data_time": 0.00937251653522253, "eta_seconds": 102892.26172905229, "iteration": 128219, "loss_fcos_cls": 0.24643118970561773, "loss_fcos_ctr": 0.6211978234350681, "loss_fcos_loc": 0.1983894146978855, "loss_mask": 0.2634487492032349, "loss_maskiou": 0.005792385520180687, "loss_sem_seg": 0.30806822376325727, "lr": 0.01, "mask_rcnn/accuracy": 0.8654314036599634, "mask_rcnn/false_negative": 0.10557613080698988, "mask_rcnn/false_positive": 0.16750746938454264, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 38.75, "time": 0.7268090890720487, "total_loss": 1.6367938016046537} {"data_time": 0.01036189403384924, "eta_seconds": 102870.24950028025, "iteration": 128239, "loss_fcos_cls": 0.2572494486812502, "loss_fcos_ctr": 0.6176688680425286, "loss_fcos_loc": 0.19219713984057307, "loss_mask": 0.24892324302345514, "loss_maskiou": 0.005303741621901281, "loss_sem_seg": 0.2569766561500728, "lr": 0.01, "mask_rcnn/accuracy": 0.8891959985213598, "mask_rcnn/false_negative": 0.09229977249446934, "mask_rcnn/false_positive": 0.12616604196321926, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7183486791327596, "total_loss": 1.5943853561839205} {"data_time": 0.010152914561331272, "eta_seconds": 102855.73630560748, "iteration": 128259, "loss_fcos_cls": 0.26268538599833846, "loss_fcos_ctr": 0.621367484331131, "loss_fcos_loc": 0.19240244035609066, "loss_mask": 0.2685036612674594, "loss_maskiou": 0.005654556312947534, "loss_sem_seg": 0.28980172937735915, "lr": 0.01, "mask_rcnn/accuracy": 0.8722493026445961, "mask_rcnn/false_negative": 0.08651132566053667, "mask_rcnn/false_positive": 0.14589787642617538, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7310429103672504, "total_loss": 1.6332103265176556} {"data_time": 0.010677426122128963, "eta_seconds": 102827.65514393244, "iteration": 128279, "loss_fcos_cls": 0.2520035661291331, "loss_fcos_ctr": 0.621346122585237, "loss_fcos_loc": 0.19878355227410793, "loss_mask": 0.26322647696360946, "loss_maskiou": 0.005268357475870289, "loss_sem_seg": 0.2848410187289119, "lr": 0.01, "mask_rcnn/accuracy": 0.8876016981884329, "mask_rcnn/false_negative": 0.0860523239609855, "mask_rcnn/false_positive": 0.14723552869783726, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7170756934210658, "total_loss": 1.6159943757811561} {"data_time": 0.009914265014231205, "eta_seconds": 102845.40007406007, "iteration": 128299, "loss_fcos_cls": 0.2526266765780747, "loss_fcos_ctr": 0.6223283619619906, "loss_fcos_loc": 0.1948090777732432, "loss_mask": 0.2622809410095215, "loss_maskiou": 0.005705898271116894, "loss_sem_seg": 0.2685444909147918, "lr": 0.01, "mask_rcnn/accuracy": 0.8825852741234235, "mask_rcnn/false_negative": 0.10009789113669487, "mask_rcnn/false_positive": 0.11944520782347712, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.75, "time": 0.7295942343771458, "total_loss": 1.6169273064297158} {"data_time": 0.009420099668204784, "eta_seconds": 102857.3414151175, "iteration": 128319, "loss_fcos_cls": 0.23994183237664402, "loss_fcos_ctr": 0.6192925539799035, "loss_fcos_loc": 0.1871629967354238, "loss_mask": 0.26133307721465826, "loss_maskiou": 0.005145570743479766, "loss_sem_seg": 0.2665924192406237, "lr": 0.01, "mask_rcnn/accuracy": 0.8951023391812866, "mask_rcnn/false_negative": 0.09072644503727233, "mask_rcnn/false_positive": 0.11150027509069965, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.5, "time": 0.7311437670141459, "total_loss": 1.562020957513596} {"data_time": 0.009708437137305737, "eta_seconds": 102842.821847721, "iteration": 128339, "loss_fcos_cls": 0.24220574437640607, "loss_fcos_ctr": 0.6198641620576382, "loss_fcos_loc": 0.18518165033310652, "loss_mask": 0.26101776864379644, "loss_maskiou": 0.005293154230457731, "loss_sem_seg": 0.27832900965586305, "lr": 0.01, "mask_rcnn/accuracy": 0.8941913796768708, "mask_rcnn/false_negative": 0.10050612293973625, "mask_rcnn/false_positive": 0.1302642947363425, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.0, "time": 0.7339940806850791, "total_loss": 1.594753983663395} {"data_time": 0.009692274034023285, "eta_seconds": 102823.91932367627, "iteration": 128359, "loss_fcos_cls": 0.25718308542855084, "loss_fcos_ctr": 0.6174471518024802, "loss_fcos_loc": 0.1914109099889174, "loss_mask": 0.2699530413374305, "loss_maskiou": 0.005562968843150884, "loss_sem_seg": 0.2910215463489294, "lr": 0.01, "mask_rcnn/accuracy": 0.8791900948639635, "mask_rcnn/false_negative": 0.09746643381880431, "mask_rcnn/false_positive": 0.15320912011034882, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.7182533722370863, "total_loss": 1.6144413432775764} {"data_time": 0.009205750189721584, "eta_seconds": 102776.14770900272, "iteration": 128379, "loss_fcos_cls": 0.2466002032160759, "loss_fcos_ctr": 0.615925170481205, "loss_fcos_loc": 0.18286670348607004, "loss_mask": 0.2760598585009575, "loss_maskiou": 0.0052458661320997635, "loss_sem_seg": 0.28326564095914364, "lr": 0.01, "mask_rcnn/accuracy": 0.8745103737067066, "mask_rcnn/false_negative": 0.09006667414706684, "mask_rcnn/false_positive": 0.14888226407987948, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.7227505827322602, "total_loss": 1.6523298908723518} {"data_time": 0.010006584227085114, "eta_seconds": 102731.82455409411, "iteration": 128399, "loss_fcos_cls": 0.24879171489737928, "loss_fcos_ctr": 0.6176964053884149, "loss_fcos_loc": 0.18635986821027473, "loss_mask": 0.2628274606540799, "loss_maskiou": 0.004936482200719183, "loss_sem_seg": 0.2634258137550205, "lr": 0.01, "mask_rcnn/accuracy": 0.879353509393832, "mask_rcnn/false_negative": 0.10429628790223654, "mask_rcnn/false_positive": 0.13908420257673387, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.0, "time": 0.7211668835952878, "total_loss": 1.5896459671421326} {"data_time": 0.011880378238856792, "eta_seconds": 102703.7052271599, "iteration": 128419, "loss_fcos_cls": 0.25458969338797033, "loss_fcos_ctr": 0.6184801952913404, "loss_fcos_loc": 0.1902132864925079, "loss_mask": 0.2666182182729244, "loss_maskiou": 0.005267479664325947, "loss_sem_seg": 0.245786864310503, "lr": 0.01, "mask_rcnn/accuracy": 0.88618039808516, "mask_rcnn/false_negative": 0.10735275520294751, "mask_rcnn/false_positive": 0.1623505189849036, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.724509903229773, "total_loss": 1.5809178519630223} {"data_time": 0.010333375073969364, "eta_seconds": 102725.11755355261, "iteration": 128439, "loss_fcos_cls": 0.2697383665945381, "loss_fcos_ctr": 0.6206891345791519, "loss_fcos_loc": 0.1948398285312578, "loss_mask": 0.2649748623371124, "loss_maskiou": 0.005323348006641027, "loss_sem_seg": 0.26999132661148906, "lr": 0.01, "mask_rcnn/accuracy": 0.8770059864579569, "mask_rcnn/false_negative": 0.10574404833105135, "mask_rcnn/false_positive": 0.13537553323549872, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7546781655400991, "total_loss": 1.6088388837233651} {"data_time": 0.010120037011802197, "eta_seconds": 102723.54871968087, "iteration": 128459, "loss_fcos_cls": 0.24675357597880065, "loss_fcos_ctr": 0.622216914780438, "loss_fcos_loc": 0.19420591299422085, "loss_mask": 0.2753179082646966, "loss_maskiou": 0.005309314263286069, "loss_sem_seg": 0.27888205647468567, "lr": 0.01, "mask_rcnn/accuracy": 0.8742075102168928, "mask_rcnn/false_negative": 0.10575191604836226, "mask_rcnn/false_positive": 0.15300429457333425, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7306229649111629, "total_loss": 1.6166795776007348} {"data_time": 0.010663880035281181, "eta_seconds": 102726.85961254966, "iteration": 128479, "loss_fcos_cls": 0.26236989244353026, "loss_fcos_ctr": 0.6199820330366492, "loss_fcos_loc": 0.18781397165730596, "loss_mask": 0.25384970428422093, "loss_maskiou": 0.005088119967695093, "loss_sem_seg": 0.30338491732254624, "lr": 0.01, "mask_rcnn/accuracy": 0.8953773571057739, "mask_rcnn/false_negative": 0.08714691801812692, "mask_rcnn/false_positive": 0.1284550381378849, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.0, "time": 0.7273328993469477, "total_loss": 1.6222672292715288} {"data_time": 0.010675089433789253, "eta_seconds": 102681.57796953432, "iteration": 128499, "loss_fcos_cls": 0.25361534871626645, "loss_fcos_ctr": 0.6208648378960788, "loss_fcos_loc": 0.19445122708566487, "loss_mask": 0.26307814568281174, "loss_maskiou": 0.00535981899156468, "loss_sem_seg": 0.25176215870305896, "lr": 0.01, "mask_rcnn/accuracy": 0.8950328337076457, "mask_rcnn/false_negative": 0.07118637296575762, "mask_rcnn/false_positive": 0.13044712569065237, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.75, "time": 0.7195928813889623, "total_loss": 1.5903485662165622} {"data_time": 0.010801396332681179, "eta_seconds": 102727.71147082746, "iteration": 128519, "loss_fcos_cls": 0.25088524213060737, "loss_fcos_ctr": 0.6200969200581312, "loss_fcos_loc": 0.19371374347247183, "loss_mask": 0.26069505978375673, "loss_maskiou": 0.0053754721011500806, "loss_sem_seg": 0.2934231497347355, "lr": 0.01, "mask_rcnn/accuracy": 0.9133264019893672, "mask_rcnn/false_negative": 0.07479103825783909, "mask_rcnn/false_positive": 0.12117126245988752, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.75, "time": 0.7423661109060049, "total_loss": 1.6263969148130855} {"data_time": 0.010066735558211803, "eta_seconds": 102775.90545750037, "iteration": 128539, "loss_fcos_cls": 0.2531213532201946, "loss_fcos_ctr": 0.6188247222453356, "loss_fcos_loc": 0.1916857872856781, "loss_mask": 0.24548973375931382, "loss_maskiou": 0.004858264233916998, "loss_sem_seg": 0.28749427385628223, "lr": 0.01, "mask_rcnn/accuracy": 0.8876609963863429, "mask_rcnn/false_negative": 0.0926095675237473, "mask_rcnn/false_positive": 0.12903059037432094, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7443728186190128, "total_loss": 1.586434545366501} {"data_time": 0.009848425164818764, "eta_seconds": 102881.4926378578, "iteration": 128559, "loss_fcos_cls": 0.2552606287645176, "loss_fcos_ctr": 0.6217903476208448, "loss_fcos_loc": 0.20468457974493504, "loss_mask": 0.26769097335636616, "loss_maskiou": 0.005805760723887943, "loss_sem_seg": 0.24560822919011116, "lr": 0.01, "mask_rcnn/accuracy": 0.9051727109762824, "mask_rcnn/false_negative": 0.0970040206158423, "mask_rcnn/false_positive": 0.10493342890191132, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.0, "time": 0.7365591200068593, "total_loss": 1.5950844907638384} {"data_time": 0.009870247915387154, "eta_seconds": 103022.12366017792, "iteration": 128579, "loss_fcos_cls": 0.25219824782107025, "loss_fcos_ctr": 0.6166854975745082, "loss_fcos_loc": 0.19231161032803357, "loss_mask": 0.26185559341683984, "loss_maskiou": 0.005007472005672753, "loss_sem_seg": 0.2748043118044734, "lr": 0.01, "mask_rcnn/accuracy": 0.8950262611352362, "mask_rcnn/false_negative": 0.09788255532404985, "mask_rcnn/false_positive": 0.12170282697285018, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.5, "time": 0.7366206683218479, "total_loss": 1.6053022989071906} {"data_time": 0.009898989461362362, "eta_seconds": 103070.59907513764, "iteration": 128599, "loss_fcos_cls": 0.25101306568831205, "loss_fcos_ctr": 0.6218386478722095, "loss_fcos_loc": 0.19384044327307492, "loss_mask": 0.2583516417071223, "loss_maskiou": 0.00559925076959189, "loss_sem_seg": 0.30927275656722486, "lr": 0.01, "mask_rcnn/accuracy": 0.8769585065147341, "mask_rcnn/false_negative": 0.10104954713890221, "mask_rcnn/false_positive": 0.14190472446711325, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.75, "time": 0.7264597127214074, "total_loss": 1.6104975084163016} {"data_time": 0.009691259823739529, "eta_seconds": 103121.5615708502, "iteration": 128619, "loss_fcos_cls": 0.25061853788793087, "loss_fcos_ctr": 0.6192056555300951, "loss_fcos_loc": 0.19056899566203356, "loss_mask": 0.26123083010315895, "loss_maskiou": 0.005423016511485912, "loss_sem_seg": 0.2612854209728539, "lr": 0.01, "mask_rcnn/accuracy": 0.8861651390435916, "mask_rcnn/false_negative": 0.08689325536283227, "mask_rcnn/false_positive": 0.14459200595901894, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7312343372032046, "total_loss": 1.5995755659387214} {"data_time": 0.010198456235229969, "eta_seconds": 103079.31529818662, "iteration": 128639, "loss_fcos_cls": 0.2559377256548032, "loss_fcos_ctr": 0.6201222538948059, "loss_fcos_loc": 0.19207178184296936, "loss_mask": 0.2639661617577076, "loss_maskiou": 0.0061487167004088406, "loss_sem_seg": 0.2968855928629637, "lr": 0.01, "mask_rcnn/accuracy": 0.9002104509757571, "mask_rcnn/false_negative": 0.07896173303527344, "mask_rcnn/false_positive": 0.13695209438298045, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.5, "time": 0.7280523367226124, "total_loss": 1.6324189605184074} {"data_time": 0.009487956762313843, "eta_seconds": 103064.73145748116, "iteration": 128659, "loss_fcos_cls": 0.2551956905517727, "loss_fcos_ctr": 0.6193855460733175, "loss_fcos_loc": 0.19714842922985554, "loss_mask": 0.26179854571819305, "loss_maskiou": 0.005540500569622964, "loss_sem_seg": 0.29276903439313173, "lr": 0.01, "mask_rcnn/accuracy": 0.894098611666889, "mask_rcnn/false_negative": 0.07618375071115097, "mask_rcnn/false_positive": 0.13304098810023401, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.75, "time": 0.7278252001851797, "total_loss": 1.6278205362395965} {"data_time": 0.009845243766903877, "eta_seconds": 102981.53004001547, "iteration": 128679, "loss_fcos_cls": 0.25292773835826665, "loss_fcos_ctr": 0.6205107504501939, "loss_fcos_loc": 0.19618663447909057, "loss_mask": 0.2760679544880986, "loss_maskiou": 0.005230551701970398, "loss_sem_seg": 0.288393187103793, "lr": 0.01, "mask_rcnn/accuracy": 0.8837422540855422, "mask_rcnn/false_negative": 0.10112306355605241, "mask_rcnn/false_positive": 0.12823364958156971, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 33.0, "time": 0.754846841096878, "total_loss": 1.6560750318312785} {"data_time": 0.010558105073869228, "eta_seconds": 102879.82368759997, "iteration": 128699, "loss_fcos_cls": 0.24292659293860197, "loss_fcos_ctr": 0.6184255266562104, "loss_fcos_loc": 0.19178137625567615, "loss_mask": 0.2781286044046283, "loss_maskiou": 0.005472552074934356, "loss_sem_seg": 0.2726143286563456, "lr": 0.01, "mask_rcnn/accuracy": 0.8910024664986477, "mask_rcnn/false_negative": 0.08181796201031777, "mask_rcnn/false_positive": 0.1300381380605562, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.5, "time": 0.7059225291013718, "total_loss": 1.6267145040474134} {"data_time": 0.01011686958372593, "eta_seconds": 102832.01813596115, "iteration": 128719, "loss_fcos_cls": 0.24375674244947731, "loss_fcos_ctr": 0.6167394714429975, "loss_fcos_loc": 0.1893165729707107, "loss_mask": 0.2565495353192091, "loss_maskiou": 0.005031524975493085, "loss_sem_seg": 0.2890545562840998, "lr": 0.01, "mask_rcnn/accuracy": 0.9025272638432577, "mask_rcnn/false_negative": 0.08620818679978964, "mask_rcnn/false_positive": 0.13324836781470611, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 25.75, "time": 0.7221097908914089, "total_loss": 1.6257390628088615} {"data_time": 0.009524686262011528, "eta_seconds": 102905.56713897083, "iteration": 128739, "loss_fcos_cls": 0.268644621479325, "loss_fcos_ctr": 0.6173335127532482, "loss_fcos_loc": 0.19011086656246334, "loss_mask": 0.24811550974845886, "loss_maskiou": 0.005032380504417233, "loss_sem_seg": 0.2881279746070504, "lr": 0.01, "mask_rcnn/accuracy": 0.9121129085436992, "mask_rcnn/false_negative": 0.06872186472975968, "mask_rcnn/false_positive": 0.1259968792787836, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.75, "time": 0.7408183831721544, "total_loss": 1.610138601365179} {"data_time": 0.009492292068898678, "eta_seconds": 102890.99757381994, "iteration": 128759, "loss_fcos_cls": 0.25065045070368797, "loss_fcos_ctr": 0.6187865096144378, "loss_fcos_loc": 0.19036374962888658, "loss_mask": 0.24919610749930143, "loss_maskiou": 0.00458229140349431, "loss_sem_seg": 0.2813574925530702, "lr": 0.01, "mask_rcnn/accuracy": 0.9018933272066592, "mask_rcnn/false_negative": 0.09526396957981645, "mask_rcnn/false_positive": 0.11567901016600617, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.25, "time": 0.7315532295033336, "total_loss": 1.61018997190331} {"data_time": 0.00946806650608778, "eta_seconds": 102839.89768836927, "iteration": 128779, "loss_fcos_cls": 0.24967741372529417, "loss_fcos_ctr": 0.6211783750914037, "loss_fcos_loc": 0.19214602338615805, "loss_mask": 0.2641843003220856, "loss_maskiou": 0.005326281818270218, "loss_sem_seg": 0.2714990066597238, "lr": 0.01, "mask_rcnn/accuracy": 0.8694848222307792, "mask_rcnn/false_negative": 0.11133893158448796, "mask_rcnn/false_positive": 0.13206600792496365, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.0, "time": 0.6997430231422186, "total_loss": 1.598980410333752} {"data_time": 0.010211674496531487, "eta_seconds": 102742.01282879803, "iteration": 128799, "loss_fcos_cls": 0.25772473285906017, "loss_fcos_ctr": 0.6224287562072277, "loss_fcos_loc": 0.19971324503421783, "loss_mask": 0.2640065411105752, "loss_maskiou": 0.005736110411817208, "loss_sem_seg": 0.27774238865822554, "lr": 0.01, "mask_rcnn/accuracy": 0.8689957576437168, "mask_rcnn/false_negative": 0.09677101600627103, "mask_rcnn/false_positive": 0.15110066248432552, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7265026932582259, "total_loss": 1.6145074843807379} {"data_time": 0.010143600404262543, "eta_seconds": 102759.2326813452, "iteration": 128819, "loss_fcos_cls": 0.247168691130355, "loss_fcos_ctr": 0.6196889169514179, "loss_fcos_loc": 0.18736728322983254, "loss_mask": 0.2579579178709537, "loss_maskiou": 0.005470919844810851, "loss_sem_seg": 0.2618344430811703, "lr": 0.01, "mask_rcnn/accuracy": 0.8721499212892704, "mask_rcnn/false_negative": 0.0950224645757278, "mask_rcnn/false_positive": 0.13759673530980557, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7281769746914506, "total_loss": 1.5944491753543844} {"data_time": 0.01028806809335947, "eta_seconds": 102677.82596455514, "iteration": 128839, "loss_fcos_cls": 0.25130337418522686, "loss_fcos_ctr": 0.6211262103170156, "loss_fcos_loc": 0.1942516933195293, "loss_mask": 0.27008607843890786, "loss_maskiou": 0.00519907027046429, "loss_sem_seg": 0.27893674094229937, "lr": 0.01, "mask_rcnn/accuracy": 0.8820676535724619, "mask_rcnn/false_negative": 0.10179017689786066, "mask_rcnn/false_positive": 0.11166901079825996, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7186202583834529, "total_loss": 1.5945212286569586} {"data_time": 0.009873135015368462, "eta_seconds": 102663.27834503353, "iteration": 128859, "loss_fcos_cls": 0.2558825796004385, "loss_fcos_ctr": 0.618774232454598, "loss_fcos_loc": 0.192270147963427, "loss_mask": 0.26309173414483666, "loss_maskiou": 0.00555567080846231, "loss_sem_seg": 0.26198991667479277, "lr": 0.01, "mask_rcnn/accuracy": 0.8864961569043202, "mask_rcnn/false_negative": 0.10859641710170505, "mask_rcnn/false_positive": 0.13004003514371343, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.7236438440158963, "total_loss": 1.6288489502039738} {"data_time": 0.009262938052415848, "eta_seconds": 102715.56140857562, "iteration": 128879, "loss_fcos_cls": 0.2467760092113167, "loss_fcos_ctr": 0.6179751683957875, "loss_fcos_loc": 0.19003760145278648, "loss_mask": 0.2677331529557705, "loss_maskiou": 0.0056737568593234755, "loss_sem_seg": 0.30648309690877795, "lr": 0.01, "mask_rcnn/accuracy": 0.8761152157643022, "mask_rcnn/false_negative": 0.10113686882380013, "mask_rcnn/false_positive": 0.14337461050686115, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.0, "time": 0.732304397970438, "total_loss": 1.6798763345504995} {"data_time": 0.011672884225845337, "eta_seconds": 102746.99814037327, "iteration": 128899, "loss_fcos_cls": 0.25523170339874923, "loss_fcos_ctr": 0.6195029495283961, "loss_fcos_loc": 0.19018566672457382, "loss_mask": 0.2647818746045232, "loss_maskiou": 0.005160044674994424, "loss_sem_seg": 0.30992570659145713, "lr": 0.01, "mask_rcnn/accuracy": 0.8764753229921001, "mask_rcnn/false_negative": 0.08922020538485802, "mask_rcnn/false_positive": 0.1394274569713878, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.0, "time": 0.7423530323430896, "total_loss": 1.656247118524334} {"data_time": 0.01026391051709652, "eta_seconds": 102821.91387310624, "iteration": 128919, "loss_fcos_cls": 0.25370314030442387, "loss_fcos_ctr": 0.6195768746547401, "loss_fcos_loc": 0.19817012187559158, "loss_mask": 0.2669047857634723, "loss_maskiou": 0.005429949495010078, "loss_sem_seg": 0.300226298160851, "lr": 0.01, "mask_rcnn/accuracy": 0.8919678095422952, "mask_rcnn/false_negative": 0.08814285840935486, "mask_rcnn/false_positive": 0.12623449467438563, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.75, "time": 0.7171593317762017, "total_loss": 1.6504184691148112} {"data_time": 0.009985399432480335, "eta_seconds": 102822.76487534028, "iteration": 128939, "loss_fcos_cls": 0.2348831919953227, "loss_fcos_ctr": 0.6207261392846704, "loss_fcos_loc": 0.19237277004867792, "loss_mask": 0.2756175631657243, "loss_maskiou": 0.005410325749835465, "loss_sem_seg": 0.3126299623399973, "lr": 0.01, "mask_rcnn/accuracy": 0.8837585034013605, "mask_rcnn/false_negative": 0.09022503358890938, "mask_rcnn/false_positive": 0.12670728261599462, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.716153934597969, "total_loss": 1.6789343339842162} {"data_time": 0.00934671238064766, "eta_seconds": 102808.18639299925, "iteration": 128959, "loss_fcos_cls": 0.24789583054371178, "loss_fcos_ctr": 0.6194701138883829, "loss_fcos_loc": 0.18232180480845273, "loss_mask": 0.25467987917363644, "loss_maskiou": 0.005423057715233881, "loss_sem_seg": 0.23296130658127367, "lr": 0.01, "mask_rcnn/accuracy": 0.8865504535147393, "mask_rcnn/false_negative": 0.09985083706400996, "mask_rcnn/false_positive": 0.13812993011390529, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.25, "time": 0.7317987885326147, "total_loss": 1.5505657889079885} {"data_time": 0.009900120086967945, "eta_seconds": 102778.18498805165, "iteration": 128979, "loss_fcos_cls": 0.2577375234104693, "loss_fcos_ctr": 0.6205170499160886, "loss_fcos_loc": 0.1957462716381997, "loss_mask": 0.2648867331445217, "loss_maskiou": 0.005658119320287369, "loss_sem_seg": 0.2865105578675866, "lr": 0.01, "mask_rcnn/accuracy": 0.8858543590008483, "mask_rcnn/false_negative": 0.07553851630590923, "mask_rcnn/false_positive": 0.11819998574902202, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.75, "time": 0.6982573689892888, "total_loss": 1.636003286606865} {"data_time": 0.010892526246607304, "eta_seconds": 102763.60869303346, "iteration": 128999, "loss_fcos_cls": 0.2515907433698885, "loss_fcos_ctr": 0.6217943243682384, "loss_fcos_loc": 0.1992119199130684, "loss_mask": 0.25537590542808175, "loss_maskiou": 0.005330608459189534, "loss_sem_seg": 0.3074290193617344, "lr": 0.01, "mask_rcnn/accuracy": 0.8920839856906189, "mask_rcnn/false_negative": 0.08394853493625334, "mask_rcnn/false_positive": 0.14392925942885415, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.75, "time": 0.7318533444777131, "total_loss": 1.6415760924501228} {"data_time": 0.009919052943587303, "eta_seconds": 102659.61647917423, "iteration": 129019, "loss_fcos_cls": 0.25426660978700966, "loss_fcos_ctr": 0.6181516321375966, "loss_fcos_loc": 0.19301343080587685, "loss_mask": 0.26040106918662786, "loss_maskiou": 0.0057365376414963976, "loss_sem_seg": 0.2742396714165807, "lr": 0.01, "mask_rcnn/accuracy": 0.8754032402434657, "mask_rcnn/false_negative": 0.09441766224809728, "mask_rcnn/false_positive": 0.15300938330947578, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.0, "time": 0.7252655597403646, "total_loss": 1.6161880324507365} {"data_time": 0.0105275334790349, "eta_seconds": 102720.31749217026, "iteration": 129039, "loss_fcos_cls": 0.2443337442819029, "loss_fcos_ctr": 0.6209632786922157, "loss_fcos_loc": 0.20133465772960335, "loss_mask": 0.2610345929861069, "loss_maskiou": 0.005821318933158182, "loss_sem_seg": 0.2673451532609761, "lr": 0.01, "mask_rcnn/accuracy": 0.8916312358276643, "mask_rcnn/false_negative": 0.09144669256572348, "mask_rcnn/false_positive": 0.1257581140831539, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.7351541128009558, "total_loss": 1.6171500749187544} {"data_time": 0.009077182039618492, "eta_seconds": 102598.70703456923, "iteration": 129059, "loss_fcos_cls": 0.24221961054718122, "loss_fcos_ctr": 0.6226847413927317, "loss_fcos_loc": 0.1960127097554505, "loss_mask": 0.26654471922665834, "loss_maskiou": 0.00562168714532163, "loss_sem_seg": 0.2426028202753514, "lr": 0.01, "mask_rcnn/accuracy": 0.8965044946550048, "mask_rcnn/false_negative": 0.10282142341403722, "mask_rcnn/false_positive": 0.11330726024972168, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.712220186367631, "total_loss": 1.592099640663946} {"data_time": 0.009317632764577866, "eta_seconds": 102524.85028840974, "iteration": 129079, "loss_fcos_cls": 0.2565319413552061, "loss_fcos_ctr": 0.618022215552628, "loss_fcos_loc": 0.19402757962234318, "loss_mask": 0.263613810762763, "loss_maskiou": 0.004990534771422972, "loss_sem_seg": 0.29016088182106614, "lr": 0.01, "mask_rcnn/accuracy": 0.8800179300079111, "mask_rcnn/false_negative": 0.09101196600812853, "mask_rcnn/false_positive": 0.15421136874483876, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7279304666444659, "total_loss": 1.6412430997443153} {"data_time": 0.009738196618855, "eta_seconds": 102569.5888341777, "iteration": 129099, "loss_fcos_cls": 0.25959642091766, "loss_fcos_ctr": 0.6193917095661163, "loss_fcos_loc": 0.19383197161369026, "loss_mask": 0.2812804812565446, "loss_maskiou": 0.005753467445174465, "loss_sem_seg": 0.3199049411341548, "lr": 0.01, "mask_rcnn/accuracy": 0.8761581124987309, "mask_rcnn/false_negative": 0.10539567646250887, "mask_rcnn/false_positive": 0.1487167642781736, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.5, "time": 0.7373307347297668, "total_loss": 1.698083961928205} {"data_time": 0.009356657974421978, "eta_seconds": 102586.79842817504, "iteration": 129119, "loss_fcos_cls": 0.26407199702225626, "loss_fcos_ctr": 0.6197747979313135, "loss_fcos_loc": 0.1916925108525902, "loss_mask": 0.2708111861720681, "loss_maskiou": 0.005111201826366596, "loss_sem_seg": 0.2863895666087046, "lr": 0.01, "mask_rcnn/accuracy": 0.8960953699661682, "mask_rcnn/false_negative": 0.0845984928054643, "mask_rcnn/false_positive": 0.12754308396902242, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7354543637484312, "total_loss": 1.6302518586489896} {"data_time": 0.009627342224121094, "eta_seconds": 102632.19647340383, "iteration": 129139, "loss_fcos_cls": 0.25383690698072314, "loss_fcos_ctr": 0.6173404180444777, "loss_fcos_loc": 0.1877553146914579, "loss_mask": 0.25755504751577973, "loss_maskiou": 0.005488361697643995, "loss_sem_seg": 0.2808016869239509, "lr": 0.01, "mask_rcnn/accuracy": 0.8773004308664547, "mask_rcnn/false_negative": 0.09303736860338507, "mask_rcnn/false_positive": 0.1641752682527246, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.25, "time": 0.7306942567229271, "total_loss": 1.6072994775313418} {"data_time": 0.010600247420370579, "eta_seconds": 102582.98172510322, "iteration": 129159, "loss_fcos_cls": 0.25634771306067705, "loss_fcos_ctr": 0.6187290856614709, "loss_fcos_loc": 0.1955487031955272, "loss_mask": 0.2660697055980563, "loss_maskiou": 0.005189258801692631, "loss_sem_seg": 0.28449324425309896, "lr": 0.01, "mask_rcnn/accuracy": 0.8879805710162854, "mask_rcnn/false_negative": 0.11457224250024495, "mask_rcnn/false_positive": 0.1208837341100654, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7267325287684798, "total_loss": 1.6216947290522512} {"data_time": 0.010255090892314911, "eta_seconds": 102523.53742795903, "iteration": 129179, "loss_fcos_cls": 0.26603055163286626, "loss_fcos_ctr": 0.6177838034927845, "loss_fcos_loc": 0.19069117231993005, "loss_mask": 0.25476624723523855, "loss_maskiou": 0.006288357879384421, "loss_sem_seg": 0.2931828103028238, "lr": 0.01, "mask_rcnn/accuracy": 0.8933024946200206, "mask_rcnn/false_negative": 0.09267018957628209, "mask_rcnn/false_positive": 0.1121864947596816, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7352203791961074, "total_loss": 1.6278100716590416} {"data_time": 0.010344201698899269, "eta_seconds": 102607.56506070495, "iteration": 129199, "loss_fcos_cls": 0.2523566309828311, "loss_fcos_ctr": 0.6214532237499952, "loss_fcos_loc": 0.195956228999421, "loss_mask": 0.2613978320732713, "loss_maskiou": 0.005947231085883686, "loss_sem_seg": 0.28071187529712915, "lr": 0.01, "mask_rcnn/accuracy": 0.8917762888287846, "mask_rcnn/false_negative": 0.1031867827318208, "mask_rcnn/false_positive": 0.1349829369025728, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7428995259106159, "total_loss": 1.5933692079743196} {"data_time": 0.010440930724143982, "eta_seconds": 102698.55993202329, "iteration": 129219, "loss_fcos_cls": 0.2611967686098069, "loss_fcos_ctr": 0.6226701801642776, "loss_fcos_loc": 0.21143277850933373, "loss_mask": 0.27239165641367435, "loss_maskiou": 0.006570140321855433, "loss_sem_seg": 0.26898609986528754, "lr": 0.01, "mask_rcnn/accuracy": 0.8829336734693878, "mask_rcnn/false_negative": 0.08877317608463507, "mask_rcnn/false_positive": 0.13942479002939004, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7325970865786076, "total_loss": 1.66241235628695} {"data_time": 0.009199630469083786, "eta_seconds": 102698.41402516142, "iteration": 129239, "loss_fcos_cls": 0.2500272346660495, "loss_fcos_ctr": 0.6156752044335008, "loss_fcos_loc": 0.18277871888130903, "loss_mask": 0.25620205514132977, "loss_maskiou": 0.005039913943619467, "loss_sem_seg": 0.26291491463780403, "lr": 0.01, "mask_rcnn/accuracy": 0.8964871559088752, "mask_rcnn/false_negative": 0.07112523916856497, "mask_rcnn/false_positive": 0.11462364813591702, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.75, "time": 0.7216020887717605, "total_loss": 1.5743940983520588} {"data_time": 0.009767534211277962, "eta_seconds": 102669.38026717305, "iteration": 129259, "loss_fcos_cls": 0.24226955673657358, "loss_fcos_ctr": 0.619562956970185, "loss_fcos_loc": 0.20123323425650597, "loss_mask": 0.2748390045017004, "loss_maskiou": 0.005048797036579344, "loss_sem_seg": 0.2712015500292182, "lr": 0.01, "mask_rcnn/accuracy": 0.8635674006444682, "mask_rcnn/false_negative": 0.11130420469056498, "mask_rcnn/false_positive": 0.15187329764499857, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.75, "time": 0.7193118892610073, "total_loss": 1.643791974092892} {"data_time": 0.01001659408211708, "eta_seconds": 102613.35189658776, "iteration": 129279, "loss_fcos_cls": 0.24807655171025544, "loss_fcos_ctr": 0.6226487150415778, "loss_fcos_loc": 0.20336511742789298, "loss_mask": 0.2659947359934449, "loss_maskiou": 0.006036024715285748, "loss_sem_seg": 0.3192368563031778, "lr": 0.01, "mask_rcnn/accuracy": 0.8800545995234252, "mask_rcnn/false_negative": 0.08202095752280714, "mask_rcnn/false_positive": 0.12359076938695564, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7230898849666119, "total_loss": 1.6465719772386365} {"data_time": 0.011956753209233284, "eta_seconds": 102530.85173534416, "iteration": 129299, "loss_fcos_cls": 0.24780413741245866, "loss_fcos_ctr": 0.6194872846826911, "loss_fcos_loc": 0.1959489220753312, "loss_mask": 0.26674500200897455, "loss_maskiou": 0.006153042668302078, "loss_sem_seg": 0.27450221311300993, "lr": 0.01, "mask_rcnn/accuracy": 0.879458184740733, "mask_rcnn/false_negative": 0.09330298023920228, "mask_rcnn/false_positive": 0.14730171863489866, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7261053128167987, "total_loss": 1.6309474995505298} {"data_time": 0.010030300356447697, "eta_seconds": 102466.44408992585, "iteration": 129319, "loss_fcos_cls": 0.2366285698954016, "loss_fcos_ctr": 0.6182298813946545, "loss_fcos_loc": 0.18745699751889333, "loss_mask": 0.2661166484467685, "loss_maskiou": 0.005538886245631147, "loss_sem_seg": 0.2885183119215071, "lr": 0.01, "mask_rcnn/accuracy": 0.8773760883702653, "mask_rcnn/false_negative": 0.09862252990739603, "mask_rcnn/false_positive": 0.1436910021621724, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.25, "time": 0.7259239722043276, "total_loss": 1.6183796871264349} {"data_time": 0.010107054375112057, "eta_seconds": 102451.87688552868, "iteration": 129339, "loss_fcos_cls": 0.2407035359647125, "loss_fcos_ctr": 0.6184495883062482, "loss_fcos_loc": 0.19423901685513556, "loss_mask": 0.2657252475619316, "loss_maskiou": 0.005914575078350026, "loss_sem_seg": 0.27177176205441356, "lr": 0.01, "mask_rcnn/accuracy": 0.8944309066910345, "mask_rcnn/false_negative": 0.07603105575743728, "mask_rcnn/false_positive": 0.13409120194839558, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7270338060334325, "total_loss": 1.621665539825699} {"data_time": 0.010070483200252056, "eta_seconds": 102555.01612472907, "iteration": 129359, "loss_fcos_cls": 0.2592177402693778, "loss_fcos_ctr": 0.6203491534106433, "loss_fcos_loc": 0.17941355076618493, "loss_mask": 0.2648732550442219, "loss_maskiou": 0.0054861254029674456, "loss_sem_seg": 0.3088287669233978, "lr": 0.01, "mask_rcnn/accuracy": 0.9024302684826595, "mask_rcnn/false_negative": 0.07960910709543871, "mask_rcnn/false_positive": 0.13074107813838945, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.5, "time": 0.7426441805437207, "total_loss": 1.6518429015850415} {"data_time": 0.009244417771697044, "eta_seconds": 102492.48971419502, "iteration": 129379, "loss_fcos_cls": 0.2358671799302101, "loss_fcos_ctr": 0.6162925753742456, "loss_fcos_loc": 0.1834764052182436, "loss_mask": 0.2574107004329562, "loss_maskiou": 0.005440168039058335, "loss_sem_seg": 0.31566337146796286, "lr": 0.01, "mask_rcnn/accuracy": 0.8666111583522298, "mask_rcnn/false_negative": 0.11300126705795313, "mask_rcnn/false_positive": 0.13287158945998329, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.25, "time": 0.7183697586879134, "total_loss": 1.6183121121139266} {"data_time": 0.010460563004016876, "eta_seconds": 102477.91258990858, "iteration": 129399, "loss_fcos_cls": 0.25261202990077436, "loss_fcos_ctr": 0.6225387891754508, "loss_fcos_loc": 0.2093974540475756, "loss_mask": 0.2905618129298091, "loss_maskiou": 0.005817656412546057, "loss_sem_seg": 0.2867550430819392, "lr": 0.01, "mask_rcnn/accuracy": 0.879281975948274, "mask_rcnn/false_negative": 0.10538659045500928, "mask_rcnn/false_positive": 0.12453636146567848, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 34.5, "time": 0.7193457931280136, "total_loss": 1.6437724974675803} {"data_time": 0.009690533392131329, "eta_seconds": 102463.33546562213, "iteration": 129419, "loss_fcos_cls": 0.2575234543764964, "loss_fcos_ctr": 0.6194433011114597, "loss_fcos_loc": 0.1907778405584395, "loss_mask": 0.27148891147226095, "loss_maskiou": 0.005619273448246531, "loss_sem_seg": 0.31355252861976624, "lr": 0.01, "mask_rcnn/accuracy": 0.8825303692905734, "mask_rcnn/false_negative": 0.08352371756414798, "mask_rcnn/false_positive": 0.14985362269013353, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7316836807876825, "total_loss": 1.6368518964736722} {"data_time": 0.01021686103194952, "eta_seconds": 102343.78364181332, "iteration": 129439, "loss_fcos_cls": 0.2501127873256337, "loss_fcos_ctr": 0.6192521164193749, "loss_fcos_loc": 0.18952386203454807, "loss_mask": 0.25284559838473797, "loss_maskiou": 0.00536601220483135, "loss_sem_seg": 0.269412356428802, "lr": 0.01, "mask_rcnn/accuracy": 0.8872017479448355, "mask_rcnn/false_negative": 0.10288399450619534, "mask_rcnn/false_positive": 0.12028867969284163, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.5, "time": 0.7184954369440675, "total_loss": 1.6077376286120852} {"data_time": 0.01034816075116396, "eta_seconds": 102329.2214540597, "iteration": 129459, "loss_fcos_cls": 0.25341711449436843, "loss_fcos_ctr": 0.6224182639271021, "loss_fcos_loc": 0.19597588246688247, "loss_mask": 0.2604923313483596, "loss_maskiou": 0.004972117014403921, "loss_sem_seg": 0.3062594002112746, "lr": 0.01, "mask_rcnn/accuracy": 0.8818387358239275, "mask_rcnn/false_negative": 0.10688941715423801, "mask_rcnn/false_positive": 0.11073654995709196, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7321689715608954, "total_loss": 1.6348279572484898} {"data_time": 0.009143227711319923, "eta_seconds": 102314.65926630609, "iteration": 129479, "loss_fcos_cls": 0.2489284697221592, "loss_fcos_ctr": 0.6175795262679458, "loss_fcos_loc": 0.19131118664518, "loss_mask": 0.2652508090250194, "loss_maskiou": 0.005303052079398185, "loss_sem_seg": 0.28081374056637287, "lr": 0.01, "mask_rcnn/accuracy": 0.888086127308066, "mask_rcnn/false_negative": 0.09416622969274677, "mask_rcnn/false_positive": 0.12935893247602132, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.7285397686064243, "total_loss": 1.6256799343900639} {"data_time": 0.010026231408119202, "eta_seconds": 102348.13419646863, "iteration": 129499, "loss_fcos_cls": 0.24128924496471882, "loss_fcos_ctr": 0.6166897406801581, "loss_fcos_loc": 0.18534436263144016, "loss_mask": 0.25945451110601425, "loss_maskiou": 0.005669881466019433, "loss_sem_seg": 0.2783030627761036, "lr": 0.01, "mask_rcnn/accuracy": 0.8840361562558154, "mask_rcnn/false_negative": 0.09641439581016827, "mask_rcnn/false_positive": 0.12150338375529235, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.5, "time": 0.7310890406370163, "total_loss": 1.5801753993800958} {"data_time": 0.01015358418226242, "eta_seconds": 102245.257258608, "iteration": 129519, "loss_fcos_cls": 0.24605320789851248, "loss_fcos_ctr": 0.619639053940773, "loss_fcos_loc": 0.19519089011009783, "loss_mask": 0.2668716963380575, "loss_maskiou": 0.005300190088746604, "loss_sem_seg": 0.2796289441175759, "lr": 0.01, "mask_rcnn/accuracy": 0.8779440347567599, "mask_rcnn/false_negative": 0.10978389955590459, "mask_rcnn/false_positive": 0.13064979222461642, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.6969041377305984, "total_loss": 1.6309762056625914} {"data_time": 0.009899645112454891, "eta_seconds": 102211.89949106611, "iteration": 129539, "loss_fcos_cls": 0.2631434565410018, "loss_fcos_ctr": 0.6178580368869007, "loss_fcos_loc": 0.19072261988185346, "loss_mask": 0.25692369835451245, "loss_maskiou": 0.005182460321520921, "loss_sem_seg": 0.28463335195556283, "lr": 0.01, "mask_rcnn/accuracy": 0.887335729746444, "mask_rcnn/false_negative": 0.07795272913032217, "mask_rcnn/false_positive": 0.11681283762757083, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.5, "time": 0.7300776420161128, "total_loss": 1.6345212350424845} {"data_time": 0.010448881424963474, "eta_seconds": 102197.34571464546, "iteration": 129559, "loss_fcos_cls": 0.249354598345235, "loss_fcos_ctr": 0.6218601670116186, "loss_fcos_loc": 0.194680105894804, "loss_mask": 0.26450557727366686, "loss_maskiou": 0.005391988219344057, "loss_sem_seg": 0.26418066053884104, "lr": 0.01, "mask_rcnn/accuracy": 0.8830843702992748, "mask_rcnn/false_negative": 0.08662821998789028, "mask_rcnn/false_positive": 0.1355061128300864, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.75, "time": 0.730988604016602, "total_loss": 1.6019206989440136} {"data_time": 0.01149606890976429, "eta_seconds": 102053.8109164657, "iteration": 129579, "loss_fcos_cls": 0.250128036364913, "loss_fcos_ctr": 0.6204595677554607, "loss_fcos_loc": 0.19551209727069363, "loss_mask": 0.2677671229466796, "loss_maskiou": 0.006133615504950285, "loss_sem_seg": 0.2527438791003078, "lr": 0.01, "mask_rcnn/accuracy": 0.8860817797583168, "mask_rcnn/false_negative": 0.10543782021589414, "mask_rcnn/false_positive": 0.1294751707802428, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.7249363390728831, "total_loss": 1.5816370359825669} {"data_time": 0.010583175346255302, "eta_seconds": 102017.15363643691, "iteration": 129599, "loss_fcos_cls": 0.24598829122260213, "loss_fcos_ctr": 0.617680286988616, "loss_fcos_loc": 0.18797891167923808, "loss_mask": 0.26979816146194935, "loss_maskiou": 0.005118149892950896, "loss_sem_seg": 0.2810112526640296, "lr": 0.01, "mask_rcnn/accuracy": 0.8771130982385897, "mask_rcnn/false_negative": 0.11548009280593138, "mask_rcnn/false_positive": 0.15838297952193847, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.25, "time": 0.7235073335468769, "total_loss": 1.5970722388919967} {"data_time": 0.009283303283154964, "eta_seconds": 101935.23929618858, "iteration": 129619, "loss_fcos_cls": 0.2657764495816082, "loss_fcos_ctr": 0.6212134594097733, "loss_fcos_loc": 0.20276822429150343, "loss_mask": 0.2541447523981333, "loss_maskiou": 0.005405775373219512, "loss_sem_seg": 0.28657614532858133, "lr": 0.01, "mask_rcnn/accuracy": 0.9021741858639699, "mask_rcnn/false_negative": 0.07456231480908526, "mask_rcnn/false_positive": 0.1166642018152374, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 26.75, "time": 0.7146805729717016, "total_loss": 1.6433617261354811} {"data_time": 0.010121393017470837, "eta_seconds": 101902.24845737871, "iteration": 129639, "loss_fcos_cls": 0.23573948442935944, "loss_fcos_ctr": 0.6197267072275281, "loss_fcos_loc": 0.18678831472061574, "loss_mask": 0.26183857303112745, "loss_maskiou": 0.005321504264429677, "loss_sem_seg": 0.2665871549397707, "lr": 0.01, "mask_rcnn/accuracy": 0.8884882153267708, "mask_rcnn/false_negative": 0.08557126988053423, "mask_rcnn/false_positive": 0.1390108785366595, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.0, "time": 0.7146890554577112, "total_loss": 1.5888014204974752} {"data_time": 0.01106715202331543, "eta_seconds": 101887.7284342302, "iteration": 129659, "loss_fcos_cls": 0.24731149425497279, "loss_fcos_ctr": 0.61823247699067, "loss_fcos_loc": 0.1868935985257849, "loss_mask": 0.26534872129559517, "loss_maskiou": 0.005269099332508631, "loss_sem_seg": 0.2682425109669566, "lr": 0.01, "mask_rcnn/accuracy": 0.892173110740895, "mask_rcnn/false_negative": 0.08105858940608393, "mask_rcnn/false_positive": 0.13561968780695963, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.0, "time": 0.7256977148354053, "total_loss": 1.6243679100189183} {"data_time": 0.010201041586697102, "eta_seconds": 101859.7509529721, "iteration": 129679, "loss_fcos_cls": 0.25827774428762496, "loss_fcos_ctr": 0.6208923212252557, "loss_fcos_loc": 0.19685658111120574, "loss_mask": 0.27347728703171015, "loss_maskiou": 0.005645303026540205, "loss_sem_seg": 0.27712243190035224, "lr": 0.01, "mask_rcnn/accuracy": 0.8833025644468313, "mask_rcnn/false_negative": 0.09140308919764772, "mask_rcnn/false_positive": 0.13132399994388916, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.25, "time": 0.72611044626683, "total_loss": 1.66515402366349} {"data_time": 0.010054119862616062, "eta_seconds": 101942.23773062322, "iteration": 129699, "loss_fcos_cls": 0.24834449746413156, "loss_fcos_ctr": 0.6169202355667949, "loss_fcos_loc": 0.18876784818712622, "loss_mask": 0.2516692765057087, "loss_maskiou": 0.00456431020211312, "loss_sem_seg": 0.3041785128880292, "lr": 0.01, "mask_rcnn/accuracy": 0.889412053486883, "mask_rcnn/false_negative": 0.07639644064907013, "mask_rcnn/false_positive": 0.13860854280241175, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.5, "time": 0.731174299493432, "total_loss": 1.6086469634537934} {"data_time": 0.010141589678823948, "eta_seconds": 101929.96010906622, "iteration": 129719, "loss_fcos_cls": 0.23789837979711592, "loss_fcos_ctr": 0.616074338555336, "loss_fcos_loc": 0.1892764113144949, "loss_mask": 0.26307155191898346, "loss_maskiou": 0.00526755019382108, "loss_sem_seg": 0.2851737425662577, "lr": 0.01, "mask_rcnn/accuracy": 0.8862082066869301, "mask_rcnn/false_negative": 0.10293647913209694, "mask_rcnn/false_positive": 0.12350976795360162, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.0, "time": 0.7203301442787051, "total_loss": 1.6280135461347527} {"data_time": 0.011176694184541702, "eta_seconds": 101885.85140127596, "iteration": 129739, "loss_fcos_cls": 0.2466194147709757, "loss_fcos_ctr": 0.6196048771962523, "loss_fcos_loc": 0.19534333772026002, "loss_mask": 0.2611653655767441, "loss_maskiou": 0.005404971714597195, "loss_sem_seg": 0.30006875068647787, "lr": 0.01, "mask_rcnn/accuracy": 0.8809642525841506, "mask_rcnn/false_negative": 0.09887323691628304, "mask_rcnn/false_positive": 0.12889950273524614, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7435856470838189, "total_loss": 1.6214864202556782} {"data_time": 0.010007932782173157, "eta_seconds": 101820.57055968326, "iteration": 129759, "loss_fcos_cls": 0.23919702996499836, "loss_fcos_ctr": 0.6156852878630161, "loss_fcos_loc": 0.18140950170345604, "loss_mask": 0.2596498057246208, "loss_maskiou": 0.006257601955439895, "loss_sem_seg": 0.2740664738230407, "lr": 0.01, "mask_rcnn/accuracy": 0.8759887327433911, "mask_rcnn/false_negative": 0.11783700525416374, "mask_rcnn/false_positive": 0.11917801924103232, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7222902271896601, "total_loss": 1.5916498334700009} {"data_time": 0.0104993786662817, "eta_seconds": 101886.36334538087, "iteration": 129779, "loss_fcos_cls": 0.24596907012164593, "loss_fcos_ctr": 0.6161048407666385, "loss_fcos_loc": 0.18428586167283356, "loss_mask": 0.2605210170149803, "loss_maskiou": 0.005109634963446297, "loss_sem_seg": 0.2787396712228656, "lr": 0.01, "mask_rcnn/accuracy": 0.8973040461485347, "mask_rcnn/false_negative": 0.09548445561982852, "mask_rcnn/false_positive": 0.11306425526133274, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7292556585744023, "total_loss": 1.5761510408410686} {"data_time": 0.010491523891687393, "eta_seconds": 101935.11363615375, "iteration": 129799, "loss_fcos_cls": 0.2457373624201864, "loss_fcos_ctr": 0.6186563493683934, "loss_fcos_loc": 0.19301795307546854, "loss_mask": 0.2700091153383255, "loss_maskiou": 0.0057457310358586255, "loss_sem_seg": 0.24894144153222442, "lr": 0.01, "mask_rcnn/accuracy": 0.884531810663826, "mask_rcnn/false_negative": 0.10144123672830388, "mask_rcnn/false_positive": 0.10988187975699668, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.7516291253268719, "total_loss": 1.5789815039825044} {"data_time": 0.009782008826732635, "eta_seconds": 101867.50396021083, "iteration": 129819, "loss_fcos_cls": 0.2480511002941057, "loss_fcos_ctr": 0.618309176992625, "loss_fcos_loc": 0.19252924725878984, "loss_mask": 0.26445438247174025, "loss_maskiou": 0.005595101993094431, "loss_sem_seg": 0.269048617919907, "lr": 0.01, "mask_rcnn/accuracy": 0.8670222634508349, "mask_rcnn/false_negative": 0.10867498791839426, "mask_rcnn/false_positive": 0.14547769367267674, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.5, "time": 0.7221015011891723, "total_loss": 1.6033826850143669} {"data_time": 0.010223450139164925, "eta_seconds": 101852.97024965659, "iteration": 129839, "loss_fcos_cls": 0.2355026388540864, "loss_fcos_ctr": 0.6176921268925071, "loss_fcos_loc": 0.18776725395582616, "loss_mask": 0.2578587969765067, "loss_maskiou": 0.0050881491661129985, "loss_sem_seg": 0.28462894866243005, "lr": 0.01, "mask_rcnn/accuracy": 0.8751077694636797, "mask_rcnn/false_negative": 0.09074742443909921, "mask_rcnn/false_positive": 0.1354558804393804, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.25, "time": 0.7161174956709146, "total_loss": 1.5971929764818924} {"data_time": 0.01027795858681202, "eta_seconds": 101866.16802753787, "iteration": 129859, "loss_fcos_cls": 0.2512165252119303, "loss_fcos_ctr": 0.6199303143657744, "loss_fcos_loc": 0.19435170898213983, "loss_mask": 0.2629153518937528, "loss_maskiou": 0.005083098003524356, "loss_sem_seg": 0.26832400308921933, "lr": 0.01, "mask_rcnn/accuracy": 0.8967843716433942, "mask_rcnn/false_negative": 0.10350851689076268, "mask_rcnn/false_positive": 0.13037728393191134, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 32.5, "time": 0.7261738879606128, "total_loss": 1.6022084369687946} {"data_time": 0.009105774573981762, "eta_seconds": 101823.9028285481, "iteration": 129879, "loss_fcos_cls": 0.2492414575535804, "loss_fcos_ctr": 0.6185319516807795, "loss_fcos_loc": 0.19259677815716714, "loss_mask": 0.2589054675772786, "loss_maskiou": 0.005674576059391256, "loss_sem_seg": 0.2978421417064965, "lr": 0.01, "mask_rcnn/accuracy": 0.8700403152332361, "mask_rcnn/false_negative": 0.09636373352931728, "mask_rcnn/false_positive": 0.16092667789440057, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7335320087149739, "total_loss": 1.6385127616449608} {"data_time": 0.009332857094705105, "eta_seconds": 101718.92496475484, "iteration": 129899, "loss_fcos_cls": 0.2338694892823696, "loss_fcos_ctr": 0.6158504849299788, "loss_fcos_loc": 0.1846546308370307, "loss_mask": 0.2663688384927809, "loss_maskiou": 0.005070253973826766, "loss_sem_seg": 0.2539413769263774, "lr": 0.01, "mask_rcnn/accuracy": 0.8782179709877371, "mask_rcnn/false_negative": 0.08435807584639553, "mask_rcnn/false_positive": 0.1607292895656524, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.0, "time": 0.7172299306839705, "total_loss": 1.564412980544148} {"data_time": 0.01004191767424345, "eta_seconds": 101704.40416547935, "iteration": 129919, "loss_fcos_cls": 0.2537509794346988, "loss_fcos_ctr": 0.6164062786847353, "loss_fcos_loc": 0.18604714499088004, "loss_mask": 0.26549783535301685, "loss_maskiou": 0.005902043638343457, "loss_sem_seg": 0.2723556994460523, "lr": 0.01, "mask_rcnn/accuracy": 0.8888421846011132, "mask_rcnn/false_negative": 0.10306611792411362, "mask_rcnn/false_positive": 0.10094295024565517, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.75, "time": 0.7146141696721315, "total_loss": 1.6022002282334142} {"data_time": 0.009776351973414421, "eta_seconds": 101767.85453267489, "iteration": 129939, "loss_fcos_cls": 0.25666375597938895, "loss_fcos_ctr": 0.6193470638245344, "loss_fcos_loc": 0.1904529210878536, "loss_mask": 0.2598210358992219, "loss_maskiou": 0.005567495791183319, "loss_sem_seg": 0.3316386314108968, "lr": 0.01, "mask_rcnn/accuracy": 0.8960374632807668, "mask_rcnn/false_negative": 0.10412689956608183, "mask_rcnn/false_positive": 0.12587271439566974, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.75, "time": 0.7250710846856236, "total_loss": 1.6726765670027817} {"data_time": 0.009904971346259117, "eta_seconds": 101669.9280870026, "iteration": 129959, "loss_fcos_cls": 0.2562203984707594, "loss_fcos_ctr": 0.6181948939338326, "loss_fcos_loc": 0.19649279804434627, "loss_mask": 0.25869016628712416, "loss_maskiou": 0.004968635446857661, "loss_sem_seg": 0.2746374261332676, "lr": 0.01, "mask_rcnn/accuracy": 0.8969907891435263, "mask_rcnn/false_negative": 0.07859785551718096, "mask_rcnn/false_positive": 0.09636905879421553, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.5, "time": 0.7142445966601372, "total_loss": 1.641629430509056} {"data_time": 0.010006443597376347, "eta_seconds": 101660.84176765289, "iteration": 129979, "loss_fcos_cls": 0.25706839724443853, "loss_fcos_ctr": 0.618879247456789, "loss_fcos_loc": 0.19159336725715548, "loss_mask": 0.25281713297590613, "loss_maskiou": 0.005131959849677514, "loss_sem_seg": 0.2690257125068456, "lr": 0.01, "mask_rcnn/accuracy": 0.8720766287284145, "mask_rcnn/false_negative": 0.08985618459500559, "mask_rcnn/false_positive": 0.14263013598354918, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.75, "time": 0.7093914868310094, "total_loss": 1.589311459349119} {"data_time": 0.01018932368606329, "eta_seconds": 101686.67168258317, "iteration": 129999, "loss_fcos_cls": 0.24155577388592064, "loss_fcos_ctr": 0.6180753018707037, "loss_fcos_loc": 0.1902144132182002, "loss_mask": 0.26203916128724813, "loss_maskiou": 0.005609539060969837, "loss_sem_seg": 0.26000387454405427, "lr": 0.01, "mask_rcnn/accuracy": 0.8978266965618156, "mask_rcnn/false_negative": 0.07929325744137991, "mask_rcnn/false_positive": 0.12768555497255518, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.75, "time": 0.7451832052320242, "total_loss": 1.596014970476972} {"data_time": 0.010594422928988934, "eta_seconds": 101634.47244140599, "iteration": 130019, "loss_fcos_cls": 0.2475109128281474, "loss_fcos_ctr": 0.618406392633915, "loss_fcos_loc": 0.19457461347337812, "loss_mask": 0.2653755024075508, "loss_maskiou": 0.0053592737094732, "loss_sem_seg": 0.278936215210706, "lr": 0.01, "mask_rcnn/accuracy": 0.8921728312903261, "mask_rcnn/false_negative": 0.08878544991622261, "mask_rcnn/false_positive": 0.14301581113008627, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.25, "time": 0.7183831948786974, "total_loss": 1.596590866036422} {"data_time": 0.010935165919363499, "eta_seconds": 101619.9512603255, "iteration": 130039, "loss_fcos_cls": 0.2500825081951916, "loss_fcos_ctr": 0.6195474117994308, "loss_fcos_loc": 0.18307742840261199, "loss_mask": 0.2503461870364845, "loss_maskiou": 0.005258709708868992, "loss_sem_seg": 0.26149053405970335, "lr": 0.01, "mask_rcnn/accuracy": 0.903297861881907, "mask_rcnn/false_negative": 0.07683804242340417, "mask_rcnn/false_positive": 0.1387494996466237, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7283581364899874, "total_loss": 1.542158577060036} {"data_time": 0.009874650277197361, "eta_seconds": 101605.43007924501, "iteration": 130059, "loss_fcos_cls": 0.24630926817189902, "loss_fcos_ctr": 0.6215962283313274, "loss_fcos_loc": 0.1899964326294139, "loss_mask": 0.28022807464003563, "loss_maskiou": 0.006317109218798578, "loss_sem_seg": 0.27200379339046776, "lr": 0.01, "mask_rcnn/accuracy": 0.8866746915216303, "mask_rcnn/false_negative": 0.0974551909914696, "mask_rcnn/false_positive": 0.11929575592836655, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.25, "time": 0.7149903820827603, "total_loss": 1.622996085541672} {"data_time": 0.009907730855047703, "eta_seconds": 101693.85739668366, "iteration": 130079, "loss_fcos_cls": 0.24827035539783537, "loss_fcos_ctr": 0.6231741644442081, "loss_fcos_loc": 0.20011242851614952, "loss_mask": 0.2586546950042248, "loss_maskiou": 0.005150322585905087, "loss_sem_seg": 0.26017814176157117, "lr": 0.01, "mask_rcnn/accuracy": 0.8696939453672474, "mask_rcnn/false_negative": 0.09633744486293921, "mask_rcnn/false_positive": 0.1552300069781526, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7410879302769899, "total_loss": 1.6275865270526992} {"data_time": 0.009717532433569431, "eta_seconds": 101716.9944066843, "iteration": 130099, "loss_fcos_cls": 0.2520863260142505, "loss_fcos_ctr": 0.6202627904713154, "loss_fcos_loc": 0.19719462003558874, "loss_mask": 0.2645349567756057, "loss_maskiou": 0.005380339200200979, "loss_sem_seg": 0.2944571503903717, "lr": 0.01, "mask_rcnn/accuracy": 0.8910195076375835, "mask_rcnn/false_negative": 0.09541068549677995, "mask_rcnn/false_positive": 0.1266067535867027, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.75, "time": 0.7463428797200322, "total_loss": 1.6255408100114437} {"data_time": 0.009377381764352322, "eta_seconds": 101649.4983018972, "iteration": 130119, "loss_fcos_cls": 0.2480014970060438, "loss_fcos_ctr": 0.62036017421633, "loss_fcos_loc": 0.19583128485828638, "loss_mask": 0.27164060343056917, "loss_maskiou": 0.005464509587909561, "loss_sem_seg": 0.24896518280729651, "lr": 0.01, "mask_rcnn/accuracy": 0.8763387957615825, "mask_rcnn/false_negative": 0.08434268424645175, "mask_rcnn/false_positive": 0.15208877677978688, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.0, "time": 0.7155541433021426, "total_loss": 1.599333054451563} {"data_time": 0.009255044162273407, "eta_seconds": 101643.72155224252, "iteration": 130139, "loss_fcos_cls": 0.24617681774543598, "loss_fcos_ctr": 0.6212302520871162, "loss_fcos_loc": 0.1970651401206851, "loss_mask": 0.2715994310565293, "loss_maskiou": 0.00510981439583702, "loss_sem_seg": 0.26397558860480785, "lr": 0.01, "mask_rcnn/accuracy": 0.8828846116960376, "mask_rcnn/false_negative": 0.0907888296868708, "mask_rcnn/false_positive": 0.15709100965235778, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.5, "time": 0.7309929756447673, "total_loss": 1.6109883719764184} {"data_time": 0.01097011473029852, "eta_seconds": 101629.18658945058, "iteration": 130159, "loss_fcos_cls": 0.25424172170460224, "loss_fcos_ctr": 0.6185546116903424, "loss_fcos_loc": 0.20289324247278273, "loss_mask": 0.26862670201808214, "loss_maskiou": 0.00516432904987596, "loss_sem_seg": 0.28344420716166496, "lr": 0.01, "mask_rcnn/accuracy": 0.8913069886339628, "mask_rcnn/false_negative": 0.09705599526473613, "mask_rcnn/false_positive": 0.12618953813418626, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.5, "time": 0.7243495732545853, "total_loss": 1.6265112954388314} {"data_time": 0.011448796838521957, "eta_seconds": 101658.82927882578, "iteration": 130179, "loss_fcos_cls": 0.2611168110743165, "loss_fcos_ctr": 0.6176048777997494, "loss_fcos_loc": 0.1975590398069471, "loss_mask": 0.2676303838379681, "loss_maskiou": 0.006475621557910927, "loss_sem_seg": 0.29773385683074594, "lr": 0.01, "mask_rcnn/accuracy": 0.8744029272121607, "mask_rcnn/false_negative": 0.10241911622154716, "mask_rcnn/false_positive": 0.15020261462029347, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.25, "time": 0.741987737827003, "total_loss": 1.6767340692604193} {"data_time": 0.010833016596734524, "eta_seconds": 101600.11666386668, "iteration": 130199, "loss_fcos_cls": 0.24633506569080055, "loss_fcos_ctr": 0.6203165715560317, "loss_fcos_loc": 0.19166219874750823, "loss_mask": 0.2585742250084877, "loss_maskiou": 0.005325272053596564, "loss_sem_seg": 0.3088105828501284, "lr": 0.01, "mask_rcnn/accuracy": 0.8813423854906156, "mask_rcnn/false_negative": 0.07863257510785665, "mask_rcnn/false_positive": 0.13305097068682387, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.7285189190879464, "total_loss": 1.6326248994810157} {"data_time": 0.009972764179110527, "eta_seconds": 101576.82974912599, "iteration": 130219, "loss_fcos_cls": 0.2543440798763186, "loss_fcos_ctr": 0.6182473041117191, "loss_fcos_loc": 0.19457954191602767, "loss_mask": 0.27125281002372503, "loss_maskiou": 0.005195265606744215, "loss_sem_seg": 0.356533712008968, "lr": 0.01, "mask_rcnn/accuracy": 0.8732461734693877, "mask_rcnn/false_negative": 0.08713100381823571, "mask_rcnn/false_positive": 0.15309062253914055, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.7297802604734898, "total_loss": 1.7068304220811115} {"data_time": 0.009989476762712002, "eta_seconds": 101571.04673828278, "iteration": 130239, "loss_fcos_cls": 0.2513558224309236, "loss_fcos_ctr": 0.6184917874634266, "loss_fcos_loc": 0.19086471875198185, "loss_mask": 0.26435902062803507, "loss_maskiou": 0.00619245009329461, "loss_sem_seg": 0.29100920556811616, "lr": 0.01, "mask_rcnn/accuracy": 0.8856173254715631, "mask_rcnn/false_negative": 0.09045720760319959, "mask_rcnn/false_positive": 0.15289418693794438, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.5, "time": 0.7343435706570745, "total_loss": 1.610613691758772} {"data_time": 0.010194405913352966, "eta_seconds": 101563.20390743576, "iteration": 130259, "loss_fcos_cls": 0.26277357270009816, "loss_fcos_ctr": 0.6198613960295916, "loss_fcos_loc": 0.19063873286359012, "loss_mask": 0.2748025204055011, "loss_maskiou": 0.005961311268038116, "loss_sem_seg": 0.29454849706962705, "lr": 0.01, "mask_rcnn/accuracy": 0.8810682540122077, "mask_rcnn/false_negative": 0.09639583849393113, "mask_rcnn/false_positive": 0.11607203320165677, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7219784539192915, "total_loss": 1.6692424213906634} {"data_time": 0.00967530906200409, "eta_seconds": 101595.43671901058, "iteration": 130279, "loss_fcos_cls": 0.25102579803206027, "loss_fcos_ctr": 0.6210057251155376, "loss_fcos_loc": 0.19212645420338959, "loss_mask": 0.26640532724559307, "loss_maskiou": 0.005763643639511429, "loss_sem_seg": 0.28788422141224146, "lr": 0.01, "mask_rcnn/accuracy": 0.8842830858118441, "mask_rcnn/false_negative": 0.1095631936993619, "mask_rcnn/false_positive": 0.1503917690048677, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.736400444060564, "total_loss": 1.6534857001024648} {"data_time": 0.010580108501017094, "eta_seconds": 101545.4856969025, "iteration": 130299, "loss_fcos_cls": 0.2451079017482698, "loss_fcos_ctr": 0.6198617136105895, "loss_fcos_loc": 0.1999715983401984, "loss_mask": 0.2638971237465739, "loss_maskiou": 0.005696216212527361, "loss_sem_seg": 0.26938589522615075, "lr": 0.01, "mask_rcnn/accuracy": 0.8771829732767232, "mask_rcnn/false_negative": 0.10395458844977319, "mask_rcnn/false_positive": 0.16185190109890152, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7204953208565712, "total_loss": 1.620302252282272} {"data_time": 0.010135624557733536, "eta_seconds": 101543.32316868566, "iteration": 130319, "loss_fcos_cls": 0.2385551369516179, "loss_fcos_ctr": 0.6218118630349636, "loss_fcos_loc": 0.19516768876928836, "loss_mask": 0.26018032990396023, "loss_maskiou": 0.005931013380177319, "loss_sem_seg": 0.27239826787263155, "lr": 0.01, "mask_rcnn/accuracy": 0.8836240622731306, "mask_rcnn/false_negative": 0.10872830756210711, "mask_rcnn/false_positive": 0.15678692440382352, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7324518235400319, "total_loss": 1.6174631118774414} {"data_time": 0.010338634252548218, "eta_seconds": 101505.06022510491, "iteration": 130339, "loss_fcos_cls": 0.24355674860998988, "loss_fcos_ctr": 0.6179760918021202, "loss_fcos_loc": 0.19021092099137604, "loss_mask": 0.26380328088998795, "loss_maskiou": 0.0056209197209682316, "loss_sem_seg": 0.24213294382207096, "lr": 0.01, "mask_rcnn/accuracy": 0.8915320952513883, "mask_rcnn/false_negative": 0.08625989230015008, "mask_rcnn/false_positive": 0.14090219313329483, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.75, "time": 0.7120606396347284, "total_loss": 1.5628091387843597} {"data_time": 0.009789690375328064, "eta_seconds": 101432.7808320215, "iteration": 130359, "loss_fcos_cls": 0.24701690522488207, "loss_fcos_ctr": 0.6160758100450039, "loss_fcos_loc": 0.1772050387226045, "loss_mask": 0.25685529317706823, "loss_maskiou": 0.004809462516277563, "loss_sem_seg": 0.23774168966338038, "lr": 0.01, "mask_rcnn/accuracy": 0.8975576226087304, "mask_rcnn/false_negative": 0.07709808795018488, "mask_rcnn/false_positive": 0.1277532876094145, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7091173930093646, "total_loss": 1.5438121998377028} {"data_time": 0.010988502763211727, "eta_seconds": 101460.56006469205, "iteration": 130379, "loss_fcos_cls": 0.24901375826448202, "loss_fcos_ctr": 0.6215779576450586, "loss_fcos_loc": 0.19807553431019187, "loss_mask": 0.267774386331439, "loss_maskiou": 0.005262606558972038, "loss_sem_seg": 0.27079691970720887, "lr": 0.01, "mask_rcnn/accuracy": 0.8926333946820737, "mask_rcnn/false_negative": 0.08627228659649402, "mask_rcnn/false_positive": 0.12658064042684192, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.25, "time": 0.7260707542300224, "total_loss": 1.6236739506930462} {"data_time": 0.009669361636042595, "eta_seconds": 101472.79796689562, "iteration": 130399, "loss_fcos_cls": 0.24753652326762676, "loss_fcos_ctr": 0.6240344932302833, "loss_fcos_loc": 0.19921146263368428, "loss_mask": 0.25774917751550674, "loss_maskiou": 0.005574364782660268, "loss_sem_seg": 0.28273798152804375, "lr": 0.01, "mask_rcnn/accuracy": 0.8784612059109358, "mask_rcnn/false_negative": 0.09455898285534059, "mask_rcnn/false_positive": 0.14090210896686334, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7392954453825951, "total_loss": 1.6136923377780477} {"data_time": 0.00975094921886921, "eta_seconds": 101458.26042089425, "iteration": 130419, "loss_fcos_cls": 0.2462777674663812, "loss_fcos_ctr": 0.6220263438299298, "loss_fcos_loc": 0.1967651944141835, "loss_mask": 0.27700094878673553, "loss_maskiou": 0.005321513541275635, "loss_sem_seg": 0.2897866698913276, "lr": 0.01, "mask_rcnn/accuracy": 0.8799429006153023, "mask_rcnn/false_negative": 0.13587248992333054, "mask_rcnn/false_positive": 0.13098243434737036, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.0, "time": 0.7373859919607639, "total_loss": 1.6469400326677714} {"data_time": 0.010467099957168102, "eta_seconds": 101472.92673204467, "iteration": 130439, "loss_fcos_cls": 0.2523160476703197, "loss_fcos_ctr": 0.6192555371671915, "loss_fcos_loc": 0.18935895065078512, "loss_mask": 0.26006146613508463, "loss_maskiou": 0.0050925767500302754, "loss_sem_seg": 0.27599994326010346, "lr": 0.01, "mask_rcnn/accuracy": 0.8895448460977797, "mask_rcnn/false_negative": 0.07406472302637021, "mask_rcnn/false_positive": 0.13818092910386537, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.72103953640908, "total_loss": 1.567484459184925} {"data_time": 0.010039189830422401, "eta_seconds": 101392.26669028029, "iteration": 130459, "loss_fcos_cls": 0.24798305588774383, "loss_fcos_ctr": 0.6187893785536289, "loss_fcos_loc": 0.1889175847172737, "loss_mask": 0.2513082819059491, "loss_maskiou": 0.005090956037747674, "loss_sem_seg": 0.2812231695279479, "lr": 0.01, "mask_rcnn/accuracy": 0.89271352453719, "mask_rcnn/false_negative": 0.08017084243499337, "mask_rcnn/false_positive": 0.12753140409093727, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.25, "time": 0.7067508613690734, "total_loss": 1.6142146413840237} {"data_time": 0.010337172076106071, "eta_seconds": 101403.30878102593, "iteration": 130479, "loss_fcos_cls": 0.25569761265069246, "loss_fcos_ctr": 0.6186193153262138, "loss_fcos_loc": 0.19990036473609507, "loss_mask": 0.2678164727985859, "loss_maskiou": 0.00566456336673582, "loss_sem_seg": 0.2764375538099557, "lr": 0.01, "mask_rcnn/accuracy": 0.9086426229803484, "mask_rcnn/false_negative": 0.06471974010400416, "mask_rcnn/false_positive": 0.1348913773008041, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 26.0, "time": 0.7382410448044538, "total_loss": 1.643238266442495} {"data_time": 0.010550553910434246, "eta_seconds": 101349.08892479353, "iteration": 130499, "loss_fcos_cls": 0.23900782730197534, "loss_fcos_ctr": 0.6197623014450073, "loss_fcos_loc": 0.18916108831763268, "loss_mask": 0.25680345948785543, "loss_maskiou": 0.004993612034013495, "loss_sem_seg": 0.26073137670755386, "lr": 0.01, "mask_rcnn/accuracy": 0.9010781395891689, "mask_rcnn/false_negative": 0.10161873491461224, "mask_rcnn/false_positive": 0.09788494094887265, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.25, "time": 0.7054024171084166, "total_loss": 1.570142336684512} {"data_time": 0.011012704111635685, "eta_seconds": 101393.47812497523, "iteration": 130519, "loss_fcos_cls": 0.2396629413124174, "loss_fcos_ctr": 0.6187543016858399, "loss_fcos_loc": 0.1914702383801341, "loss_mask": 0.2654711976647377, "loss_maskiou": 0.005744757698266767, "loss_sem_seg": 0.29799518873915076, "lr": 0.01, "mask_rcnn/accuracy": 0.8681162587412588, "mask_rcnn/false_negative": 0.09319615508820414, "mask_rcnn/false_positive": 0.151186366792662, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7285290975123644, "total_loss": 1.61980150405725} {"data_time": 0.01026443112641573, "eta_seconds": 101400.2180765234, "iteration": 130539, "loss_fcos_cls": 0.2633210797794163, "loss_fcos_ctr": 0.6176433870568871, "loss_fcos_loc": 0.2026624670252204, "loss_mask": 0.27508077677339315, "loss_maskiou": 0.005627474092761986, "loss_sem_seg": 0.27370675560086966, "lr": 0.01, "mask_rcnn/accuracy": 0.8849755179849718, "mask_rcnn/false_negative": 0.10831234518672492, "mask_rcnn/false_positive": 0.13045200065731277, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7407776806503534, "total_loss": 1.6341529943783826} {"data_time": 0.010324650444090366, "eta_seconds": 101371.930572276, "iteration": 130559, "loss_fcos_cls": 0.25134187226649374, "loss_fcos_ctr": 0.6158537827432156, "loss_fcos_loc": 0.1900134370662272, "loss_mask": 0.24653765093535185, "loss_maskiou": 0.004906727910565678, "loss_sem_seg": 0.2712521352805197, "lr": 0.01, "mask_rcnn/accuracy": 0.882542594527292, "mask_rcnn/false_negative": 0.09097077344871478, "mask_rcnn/false_positive": 0.14660430799107416, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.25, "time": 0.7272011581808329, "total_loss": 1.6106538042367902} {"data_time": 0.010958507657051086, "eta_seconds": 101402.3360706307, "iteration": 130579, "loss_fcos_cls": 0.2499265333171934, "loss_fcos_ctr": 0.6223649494349957, "loss_fcos_loc": 0.1963586206547916, "loss_mask": 0.2537866849452257, "loss_maskiou": 0.006068264032364823, "loss_sem_seg": 0.2793069677427411, "lr": 0.01, "mask_rcnn/accuracy": 0.8859137850101706, "mask_rcnn/false_negative": 0.0807856889461048, "mask_rcnn/false_positive": 0.1542697335071117, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7470163507387042, "total_loss": 1.6140834000398172} {"data_time": 0.010112658143043518, "eta_seconds": 101356.59288321063, "iteration": 130599, "loss_fcos_cls": 0.2500015295809135, "loss_fcos_ctr": 0.6213791081681848, "loss_fcos_loc": 0.19495292520150542, "loss_mask": 0.26437658444046974, "loss_maskiou": 0.00578333655721508, "loss_sem_seg": 0.25883048423565924, "lr": 0.01, "mask_rcnn/accuracy": 0.8872464008656742, "mask_rcnn/false_negative": 0.06555548058164067, "mask_rcnn/false_positive": 0.14423608090083806, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.75, "time": 0.7050284165889025, "total_loss": 1.5935716517924448} {"data_time": 0.009314561262726784, "eta_seconds": 101360.97998243291, "iteration": 130619, "loss_fcos_cls": 0.2564173545688391, "loss_fcos_ctr": 0.6214268207550049, "loss_fcos_loc": 0.19799612637143582, "loss_mask": 0.27252445090562105, "loss_maskiou": 0.005897620678297244, "loss_sem_seg": 0.28380997385829687, "lr": 0.01, "mask_rcnn/accuracy": 0.8775294208592528, "mask_rcnn/false_negative": 0.07749048245309365, "mask_rcnn/false_positive": 0.1403411446424685, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 24.0, "time": 0.7279099440202117, "total_loss": 1.6720621608001238} {"data_time": 0.01028943620622158, "eta_seconds": 101404.99550574925, "iteration": 130639, "loss_fcos_cls": 0.2490819590166211, "loss_fcos_ctr": 0.622021762188524, "loss_fcos_loc": 0.2027735433075577, "loss_mask": 0.2668397002853453, "loss_maskiou": 0.0064766390569275245, "loss_sem_seg": 0.2688174429349601, "lr": 0.01, "mask_rcnn/accuracy": 0.8952865433007058, "mask_rcnn/false_negative": 0.0950027208512585, "mask_rcnn/false_positive": 0.14607345363455007, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7481529098004103, "total_loss": 1.6268077219865518} {"data_time": 0.010294657200574875, "eta_seconds": 101353.75718273409, "iteration": 130659, "loss_fcos_cls": 0.262442177394405, "loss_fcos_ctr": 0.6214783741161227, "loss_fcos_loc": 0.1978858287911862, "loss_mask": 0.2707954477518797, "loss_maskiou": 0.005738475083489902, "loss_sem_seg": 0.3210294903255999, "lr": 0.01, "mask_rcnn/accuracy": 0.8795024715733188, "mask_rcnn/false_negative": 0.07318193887045157, "mask_rcnn/false_positive": 0.15879787615446073, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.0, "time": 0.7118466170504689, "total_loss": 1.715559963042324} {"data_time": 0.009932531975209713, "eta_seconds": 101369.12604958471, "iteration": 130679, "loss_fcos_cls": 0.27029651030898094, "loss_fcos_ctr": 0.6212995834648609, "loss_fcos_loc": 0.20862665807362646, "loss_mask": 0.2655603978782892, "loss_maskiou": 0.005612101856968366, "loss_sem_seg": 0.29281106777489185, "lr": 0.01, "mask_rcnn/accuracy": 0.9011307648059224, "mask_rcnn/false_negative": 0.08255564952950589, "mask_rcnn/false_positive": 0.14104052908233689, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.5, "time": 0.7442747112363577, "total_loss": 1.6675794142283848} {"data_time": 0.010654338635504246, "eta_seconds": 101324.66201126762, "iteration": 130699, "loss_fcos_cls": 0.2660554754547775, "loss_fcos_ctr": 0.6220439430326223, "loss_fcos_loc": 0.19838617090135813, "loss_mask": 0.2750751217827201, "loss_maskiou": 0.005478631013829727, "loss_sem_seg": 0.2864904967136681, "lr": 0.01, "mask_rcnn/accuracy": 0.8835642952833307, "mask_rcnn/false_negative": 0.08554673724913915, "mask_rcnn/false_positive": 0.13679312279738415, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7229096824303269, "total_loss": 1.6389692329248646} {"data_time": 0.009679392911493778, "eta_seconds": 101290.88189163711, "iteration": 130719, "loss_fcos_cls": 0.24817666574381292, "loss_fcos_ctr": 0.6172404820099473, "loss_fcos_loc": 0.191106021637097, "loss_mask": 0.2567528490908444, "loss_maskiou": 0.005488782066095155, "loss_sem_seg": 0.27167684934102, "lr": 0.01, "mask_rcnn/accuracy": 0.8863108253505484, "mask_rcnn/false_negative": 0.07937921318981045, "mask_rcnn/false_positive": 0.14264148353761869, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 25.0, "time": 0.7249068338423967, "total_loss": 1.5800630358571652} {"data_time": 0.00985525269061327, "eta_seconds": 101233.55264991056, "iteration": 130739, "loss_fcos_cls": 0.2497947800438851, "loss_fcos_ctr": 0.6182117331773043, "loss_fcos_loc": 0.1856048038462177, "loss_mask": 0.2440834017470479, "loss_maskiou": 0.004857559004449286, "loss_sem_seg": 0.2838901304639876, "lr": 0.01, "mask_rcnn/accuracy": 0.9078947231332802, "mask_rcnn/false_negative": 0.07496520994318118, "mask_rcnn/false_positive": 0.09101561054607825, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.75, "time": 0.7130212178453803, "total_loss": 1.608205158066994} {"data_time": 0.01038129348307848, "eta_seconds": 101219.01397035923, "iteration": 130759, "loss_fcos_cls": 0.25108616543002427, "loss_fcos_ctr": 0.61836913600564, "loss_fcos_loc": 0.19371800031512976, "loss_mask": 0.2660162653774023, "loss_maskiou": 0.005481112748384476, "loss_sem_seg": 0.2631364371627569, "lr": 0.01, "mask_rcnn/accuracy": 0.8840542121226371, "mask_rcnn/false_negative": 0.10365757603930167, "mask_rcnn/false_positive": 0.1482552856313316, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.7221880294382572, "total_loss": 1.6013175427506212} {"data_time": 0.010423936881124973, "eta_seconds": 101104.68584519718, "iteration": 130779, "loss_fcos_cls": 0.25176623463630676, "loss_fcos_ctr": 0.6220207968726754, "loss_fcos_loc": 0.1924141105846502, "loss_mask": 0.27038452308624983, "loss_maskiou": 0.006055905992980115, "loss_sem_seg": 0.26049981405958533, "lr": 0.01, "mask_rcnn/accuracy": 0.8708259579341942, "mask_rcnn/false_negative": 0.1046346091819492, "mask_rcnn/false_positive": 0.14627479953324735, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 32.5, "time": 0.7210303163155913, "total_loss": 1.5829721465997864} {"data_time": 0.010065637528896332, "eta_seconds": 100942.7307357695, "iteration": 130799, "loss_fcos_cls": 0.2427851411048323, "loss_fcos_ctr": 0.6172775151208043, "loss_fcos_loc": 0.18798256758600473, "loss_mask": 0.25212625600397587, "loss_maskiou": 0.005414708160969894, "loss_sem_seg": 0.2552437852136791, "lr": 0.01, "mask_rcnn/accuracy": 0.9067061541215676, "mask_rcnn/false_negative": 0.08154252926519523, "mask_rcnn/false_positive": 0.13090591458643153, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.25, "time": 0.7027606405317783, "total_loss": 1.5454827994208244} {"data_time": 0.009646739810705185, "eta_seconds": 100825.07678442355, "iteration": 130819, "loss_fcos_cls": 0.2439278073143214, "loss_fcos_ctr": 0.617697064531967, "loss_fcos_loc": 0.1897269639885053, "loss_mask": 0.2604773258790374, "loss_maskiou": 0.005696762171282899, "loss_sem_seg": 0.2782748560421169, "lr": 0.01, "mask_rcnn/accuracy": 0.8769636861154719, "mask_rcnn/false_negative": 0.09316696044779041, "mask_rcnn/false_positive": 0.14338806934061016, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 36.5, "time": 0.714350488036871, "total_loss": 1.6046310767123941} {"data_time": 0.009877595119178295, "eta_seconds": 100778.93155534565, "iteration": 130839, "loss_fcos_cls": 0.2526003330713138, "loss_fcos_ctr": 0.6215036977082491, "loss_fcos_loc": 0.18871474731713533, "loss_mask": 0.24995833821594715, "loss_maskiou": 0.005168161284018424, "loss_sem_seg": 0.27566967625170946, "lr": 0.01, "mask_rcnn/accuracy": 0.9035180743758954, "mask_rcnn/false_negative": 0.069665467612639, "mask_rcnn/false_positive": 0.14831291368293809, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7134212628006935, "total_loss": 1.6198153533332516} {"data_time": 0.009996064938604832, "eta_seconds": 100796.10010605957, "iteration": 130859, "loss_fcos_cls": 0.2622360219247639, "loss_fcos_ctr": 0.6204003589227796, "loss_fcos_loc": 0.19737095711752772, "loss_mask": 0.2724042274057865, "loss_maskiou": 0.005606908627669327, "loss_sem_seg": 0.23319515818729997, "lr": 0.01, "mask_rcnn/accuracy": 0.8742596855815497, "mask_rcnn/false_negative": 0.11056016576991776, "mask_rcnn/false_positive": 0.1448232663563579, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.0, "time": 0.7275830078870058, "total_loss": 1.6078373890777584} {"data_time": 0.0101186977699399, "eta_seconds": 100749.9639763385, "iteration": 130879, "loss_fcos_cls": 0.24727634154260159, "loss_fcos_ctr": 0.6197434929199517, "loss_fcos_loc": 0.19299894315190613, "loss_mask": 0.2630355069413781, "loss_maskiou": 0.005361234514566604, "loss_sem_seg": 0.2528106141835451, "lr": 0.01, "mask_rcnn/accuracy": 0.8982922936123603, "mask_rcnn/false_negative": 0.09735471386857156, "mask_rcnn/false_positive": 0.12253404891167671, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.0, "time": 0.7272252067923546, "total_loss": 1.5994589188412647} {"data_time": 0.00912818219512701, "eta_seconds": 100788.52966383565, "iteration": 130899, "loss_fcos_cls": 0.26013369555585086, "loss_fcos_ctr": 0.6196770807728171, "loss_fcos_loc": 0.1951300052460283, "loss_mask": 0.27690096851438284, "loss_maskiou": 0.0055970550602069125, "loss_sem_seg": 0.2649841057136655, "lr": 0.01, "mask_rcnn/accuracy": 0.8924744897959184, "mask_rcnn/false_negative": 0.09768563664215005, "mask_rcnn/false_positive": 0.12075745292983517, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.25, "time": 0.7214752649888396, "total_loss": 1.6098336003051372} {"data_time": 0.010681935586035252, "eta_seconds": 100867.36072173249, "iteration": 130919, "loss_fcos_cls": 0.24651008617365733, "loss_fcos_ctr": 0.6182814026251435, "loss_fcos_loc": 0.18960884027183056, "loss_mask": 0.271470601670444, "loss_maskiou": 0.0053145969432080165, "loss_sem_seg": 0.34182024002075195, "lr": 0.01, "mask_rcnn/accuracy": 0.8647044282248364, "mask_rcnn/false_negative": 0.09759144061262418, "mask_rcnn/false_positive": 0.19220089007430352, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7323664613068104, "total_loss": 1.650188792787958} {"data_time": 0.010135102085769176, "eta_seconds": 100738.14674933162, "iteration": 130939, "loss_fcos_cls": 0.24887509481050074, "loss_fcos_ctr": 0.618621101602912, "loss_fcos_loc": 0.18039838166441768, "loss_mask": 0.2531134029850364, "loss_maskiou": 0.004759486182592809, "loss_sem_seg": 0.28356731263920665, "lr": 0.01, "mask_rcnn/accuracy": 0.8799316815767403, "mask_rcnn/false_negative": 0.08673578929901811, "mask_rcnn/false_positive": 0.15425025827641337, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.25, "time": 0.7147102449089289, "total_loss": 1.622808617008559} {"data_time": 0.010357759892940521, "eta_seconds": 100751.95254646987, "iteration": 130959, "loss_fcos_cls": 0.25490216282196343, "loss_fcos_ctr": 0.6183381685987115, "loss_fcos_loc": 0.1835507390787825, "loss_mask": 0.259131845086813, "loss_maskiou": 0.005146047318703495, "loss_sem_seg": 0.2653535157442093, "lr": 0.01, "mask_rcnn/accuracy": 0.8814079203109815, "mask_rcnn/false_negative": 0.0977111723762624, "mask_rcnn/false_positive": 0.12694036054084018, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7279284186661243, "total_loss": 1.598327037456329} {"data_time": 0.010427647270262241, "eta_seconds": 100774.76815529168, "iteration": 130979, "loss_fcos_cls": 0.24867641110904515, "loss_fcos_ctr": 0.6212989329360425, "loss_fcos_loc": 0.19227854738710448, "loss_mask": 0.25749545311555266, "loss_maskiou": 0.005639732531562913, "loss_sem_seg": 0.29312037862837315, "lr": 0.01, "mask_rcnn/accuracy": 0.8873514816885658, "mask_rcnn/false_negative": 0.08325893432292353, "mask_rcnn/false_positive": 0.14805315635901944, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 34.75, "time": 0.7202445454895496, "total_loss": 1.5886751738253224} {"data_time": 0.010335941798985004, "eta_seconds": 100630.24367859773, "iteration": 130999, "loss_fcos_cls": 0.24580534896813333, "loss_fcos_ctr": 0.6190023124217987, "loss_fcos_loc": 0.1939393908251077, "loss_mask": 0.2687844904139638, "loss_maskiou": 0.005096297503769165, "loss_sem_seg": 0.31229671207256615, "lr": 0.01, "mask_rcnn/accuracy": 0.9018326413012013, "mask_rcnn/false_negative": 0.0870887426033933, "mask_rcnn/false_positive": 0.10395226495988194, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.25, "time": 0.7197850970551372, "total_loss": 1.65316361800069} {"data_time": 0.010072844102978706, "eta_seconds": 100745.77260263264, "iteration": 131019, "loss_fcos_cls": 0.26218026503920555, "loss_fcos_ctr": 0.6195032075047493, "loss_fcos_loc": 0.2012362510431558, "loss_mask": 0.2805987810716033, "loss_maskiou": 0.005667500743584242, "loss_sem_seg": 0.2895267787389457, "lr": 0.01, "mask_rcnn/accuracy": 0.8861087307188225, "mask_rcnn/false_negative": 0.10144068175921103, "mask_rcnn/false_positive": 0.14057319862384177, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7473684987053275, "total_loss": 1.6562938141287304} {"data_time": 0.01008768379688263, "eta_seconds": 100676.11022173148, "iteration": 131039, "loss_fcos_cls": 0.23881404614076018, "loss_fcos_ctr": 0.6180621590465307, "loss_fcos_loc": 0.1875437797862105, "loss_mask": 0.25543076917529106, "loss_maskiou": 0.00543010654655518, "loss_sem_seg": 0.2608255548402667, "lr": 0.01, "mask_rcnn/accuracy": 0.8811408644004715, "mask_rcnn/false_negative": 0.07992935645313778, "mask_rcnn/false_positive": 0.1488913510474869, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7230348028242588, "total_loss": 1.5789295990834944} {"data_time": 0.010360863991081715, "eta_seconds": 100679.49050106853, "iteration": 131059, "loss_fcos_cls": 0.2436855270061642, "loss_fcos_ctr": 0.6182413967326283, "loss_fcos_loc": 0.1869165600510314, "loss_mask": 0.26691652834415436, "loss_maskiou": 0.005465022193675395, "loss_sem_seg": 0.2574129933491349, "lr": 0.01, "mask_rcnn/accuracy": 0.8702412214885954, "mask_rcnn/false_negative": 0.09347741773292148, "mask_rcnn/false_positive": 0.1634915188511126, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.25, "time": 0.7227860037237406, "total_loss": 1.5603827094346343} {"data_time": 0.010134587995707989, "eta_seconds": 100664.99809198827, "iteration": 131079, "loss_fcos_cls": 0.26053548767231405, "loss_fcos_ctr": 0.6225767158903182, "loss_fcos_loc": 0.20161788549739867, "loss_mask": 0.2685335325077176, "loss_maskiou": 0.005535614636755781, "loss_sem_seg": 0.2805240722373128, "lr": 0.01, "mask_rcnn/accuracy": 0.8991676144555154, "mask_rcnn/false_negative": 0.0811730467668707, "mask_rcnn/false_positive": 0.13421722009058346, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.5, "time": 0.7489145770668983, "total_loss": 1.651211972879537} {"data_time": 0.009763592854142189, "eta_seconds": 100622.2400358757, "iteration": 131099, "loss_fcos_cls": 0.2762743157800287, "loss_fcos_ctr": 0.6180054834112525, "loss_fcos_loc": 0.19331049860920757, "loss_mask": 0.24592049699276686, "loss_maskiou": 0.005190792966459412, "loss_sem_seg": 0.3004499152302742, "lr": 0.01, "mask_rcnn/accuracy": 0.8997700041555083, "mask_rcnn/false_negative": 0.10103698412076693, "mask_rcnn/false_positive": 0.11197491904001147, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.736200868152082, "total_loss": 1.6644454300694633} {"data_time": 0.010290702804923058, "eta_seconds": 100636.01327382773, "iteration": 131119, "loss_fcos_cls": 0.26395460311323404, "loss_fcos_ctr": 0.6191859627142549, "loss_fcos_loc": 0.19601886020973325, "loss_mask": 0.26000820100307465, "loss_maskiou": 0.005401867922046222, "loss_sem_seg": 0.29086741199716926, "lr": 0.01, "mask_rcnn/accuracy": 0.8784698912459721, "mask_rcnn/false_negative": 0.08244910366354423, "mask_rcnn/false_positive": 0.13258442389816383, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.0, "time": 0.7273280937224627, "total_loss": 1.629563639533444} {"data_time": 0.010031603276729584, "eta_seconds": 100603.66103798803, "iteration": 131139, "loss_fcos_cls": 0.25057995633687824, "loss_fcos_ctr": 0.6174051025882363, "loss_fcos_loc": 0.18381960992701352, "loss_mask": 0.2523891809396446, "loss_maskiou": 0.0043007381609641016, "loss_sem_seg": 0.23589628329500556, "lr": 0.01, "mask_rcnn/accuracy": 0.8907215757924791, "mask_rcnn/false_negative": 0.08465368067521202, "mask_rcnn/false_positive": 0.13546323917140388, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.0, "time": 0.7251897873356938, "total_loss": 1.545792216900736} {"data_time": 0.009799327701330185, "eta_seconds": 100644.28816832602, "iteration": 131159, "loss_fcos_cls": 0.25366923678666353, "loss_fcos_ctr": 0.6240283884108067, "loss_fcos_loc": 0.18629904789850116, "loss_mask": 0.27487027179449797, "loss_maskiou": 0.0057067181332968175, "loss_sem_seg": 0.2746136886999011, "lr": 0.01, "mask_rcnn/accuracy": 0.9026536092363631, "mask_rcnn/false_negative": 0.08790059109924118, "mask_rcnn/false_positive": 0.1211848551493648, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7319320077076554, "total_loss": 1.6289526419132017} {"data_time": 0.009606901556253433, "eta_seconds": 100447.8318129303, "iteration": 131179, "loss_fcos_cls": 0.26264872576575726, "loss_fcos_ctr": 0.6178586278110743, "loss_fcos_loc": 0.1879606144502759, "loss_mask": 0.2575661661103368, "loss_maskiou": 0.004917528131045401, "loss_sem_seg": 0.28604410821571946, "lr": 0.01, "mask_rcnn/accuracy": 0.8897781640128579, "mask_rcnn/false_negative": 0.10773281425618664, "mask_rcnn/false_positive": 0.1307373496482223, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7009603688493371, "total_loss": 1.6016548742481973} {"data_time": 0.010207136161625385, "eta_seconds": 100415.78128603566, "iteration": 131199, "loss_fcos_cls": 0.25675693713128567, "loss_fcos_ctr": 0.6181060699746013, "loss_fcos_loc": 0.19066893646959215, "loss_mask": 0.2601452087983489, "loss_maskiou": 0.005803300147817936, "loss_sem_seg": 0.28848862810991704, "lr": 0.01, "mask_rcnn/accuracy": 0.8707019328275982, "mask_rcnn/false_negative": 0.10207746365484127, "mask_rcnn/false_positive": 0.1447438071642162, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.0, "time": 0.72036062926054, "total_loss": 1.644339812162798} {"data_time": 0.010250886902213097, "eta_seconds": 100401.31225752924, "iteration": 131219, "loss_fcos_cls": 0.2593940497026779, "loss_fcos_ctr": 0.6212142920121551, "loss_fcos_loc": 0.18869642331264913, "loss_mask": 0.27023801300674677, "loss_maskiou": 0.00587614627511357, "loss_sem_seg": 0.28555232286453247, "lr": 0.01, "mask_rcnn/accuracy": 0.867374359983355, "mask_rcnn/false_negative": 0.11063983638389889, "mask_rcnn/false_positive": 0.1271727066601816, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.5, "time": 0.7227767882868648, "total_loss": 1.6240583235721715} {"data_time": 0.010482962243258953, "eta_seconds": 100436.52540838066, "iteration": 131239, "loss_fcos_cls": 0.2562235358636826, "loss_fcos_ctr": 0.6190497325733304, "loss_fcos_loc": 0.1912196198827587, "loss_mask": 0.26514336466789246, "loss_maskiou": 0.005141452707903227, "loss_sem_seg": 0.30360229406505823, "lr": 0.01, "mask_rcnn/accuracy": 0.8979286601004037, "mask_rcnn/false_negative": 0.09438626983650139, "mask_rcnn/false_positive": 0.13469078935979018, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.25, "time": 0.7287943437695503, "total_loss": 1.6319661206653109} {"data_time": 0.01023645605891943, "eta_seconds": 100422.04921904672, "iteration": 131259, "loss_fcos_cls": 0.24985925434157252, "loss_fcos_ctr": 0.617448098026216, "loss_fcos_loc": 0.18453306145966053, "loss_mask": 0.2556613842025399, "loss_maskiou": 0.006116978423960973, "loss_sem_seg": 0.24642521096393466, "lr": 0.01, "mask_rcnn/accuracy": 0.882478433196701, "mask_rcnn/false_negative": 0.11462356645308808, "mask_rcnn/false_positive": 0.15883967844212477, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.724312087520957, "total_loss": 1.5991965522262035} {"data_time": 0.00889461487531662, "eta_seconds": 100375.47400552873, "iteration": 131279, "loss_fcos_cls": 0.25312131177634, "loss_fcos_ctr": 0.62009905744344, "loss_fcos_loc": 0.20074072014540434, "loss_mask": 0.26190329529345036, "loss_maskiou": 0.005450409124023281, "loss_sem_seg": 0.2912297460716218, "lr": 0.01, "mask_rcnn/accuracy": 0.8883221864666802, "mask_rcnn/false_negative": 0.09905798797357579, "mask_rcnn/false_positive": 0.12817201975663647, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7289980249479413, "total_loss": 1.6168179097221582} {"data_time": 0.010409202426671982, "eta_seconds": 100361.00244404841, "iteration": 131299, "loss_fcos_cls": 0.26833780156448483, "loss_fcos_ctr": 0.6207931954413652, "loss_fcos_loc": 0.2031373125500977, "loss_mask": 0.2848072927445173, "loss_maskiou": 0.006134964060038328, "loss_sem_seg": 0.2924191839993, "lr": 0.01, "mask_rcnn/accuracy": 0.8874315862708719, "mask_rcnn/false_negative": 0.09939774355357205, "mask_rcnn/false_positive": 0.13227778763618236, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.25, "time": 0.7212054682895541, "total_loss": 1.7070646042411681} {"data_time": 0.010092769749462605, "eta_seconds": 100378.62065104488, "iteration": 131319, "loss_fcos_cls": 0.2597048976458609, "loss_fcos_ctr": 0.6244259560480714, "loss_fcos_loc": 0.2057216721586883, "loss_mask": 0.27172447461634874, "loss_maskiou": 0.005033924026065506, "loss_sem_seg": 0.2591451961779967, "lr": 0.01, "mask_rcnn/accuracy": 0.8905846088435374, "mask_rcnn/false_negative": 0.0914767106637445, "mask_rcnn/false_positive": 0.13748709719381685, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.737225491553545, "total_loss": 1.6378589768355596} {"data_time": 0.010516166687011719, "eta_seconds": 100448.37996569183, "iteration": 131339, "loss_fcos_cls": 0.2369017219170928, "loss_fcos_ctr": 0.6197421532124281, "loss_fcos_loc": 0.190293530235067, "loss_mask": 0.2810342740267515, "loss_maskiou": 0.006406954096746631, "loss_sem_seg": 0.2637364093679935, "lr": 0.01, "mask_rcnn/accuracy": 0.8614621985157699, "mask_rcnn/false_negative": 0.10222808069200678, "mask_rcnn/false_positive": 0.14144374045565056, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.0, "time": 0.7264639064669609, "total_loss": 1.623053501090908} {"data_time": 0.009657680988311768, "eta_seconds": 100433.89162650984, "iteration": 131359, "loss_fcos_cls": 0.24529148743022233, "loss_fcos_ctr": 0.6220899438485503, "loss_fcos_loc": 0.1989713234361261, "loss_mask": 0.2691045394167304, "loss_maskiou": 0.005761579803220229, "loss_sem_seg": 0.2770083798095584, "lr": 0.01, "mask_rcnn/accuracy": 0.8805811348929815, "mask_rcnn/false_negative": 0.09779303617778479, "mask_rcnn/false_positive": 0.13101713217591254, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.7210763860493898, "total_loss": 1.6189426056480443} {"data_time": 0.010062849149107933, "eta_seconds": 100486.59112223983, "iteration": 131379, "loss_fcos_cls": 0.2635493997950107, "loss_fcos_ctr": 0.6207111915573478, "loss_fcos_loc": 0.18791426112875342, "loss_mask": 0.2607260039076209, "loss_maskiou": 0.005459681553475093, "loss_sem_seg": 0.275142062921077, "lr": 0.01, "mask_rcnn/accuracy": 0.8934621710526316, "mask_rcnn/false_negative": 0.11555142289984882, "mask_rcnn/false_positive": 0.10784976153183394, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 24.75, "time": 0.7314175628125668, "total_loss": 1.6313320922417915} {"data_time": 0.008832232095301151, "eta_seconds": 100472.09308931231, "iteration": 131399, "loss_fcos_cls": 0.2638901669997722, "loss_fcos_ctr": 0.619851479306817, "loss_fcos_loc": 0.19043859431985766, "loss_mask": 0.2719902880489826, "loss_maskiou": 0.005757515643381339, "loss_sem_seg": 0.3027750919573009, "lr": 0.01, "mask_rcnn/accuracy": 0.8829031713900135, "mask_rcnn/false_negative": 0.10167217113477753, "mask_rcnn/false_positive": 0.1573293279836568, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.0, "time": 0.73674341943115, "total_loss": 1.6232484143984038} {"data_time": 0.011123375967144966, "eta_seconds": 100496.70300916675, "iteration": 131419, "loss_fcos_cls": 0.25290534691885114, "loss_fcos_ctr": 0.6198422182351351, "loss_fcos_loc": 0.19654403993627056, "loss_mask": 0.2692053937353194, "loss_maskiou": 0.005888606305234134, "loss_sem_seg": 0.2858623508363962, "lr": 0.01, "mask_rcnn/accuracy": 0.8829088994905321, "mask_rcnn/false_negative": 0.09569260228068005, "mask_rcnn/false_positive": 0.12000829531893165, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.5, "time": 0.7303722556680441, "total_loss": 1.6448038675589487} {"data_time": 0.009553538635373116, "eta_seconds": 100443.09702345729, "iteration": 131439, "loss_fcos_cls": 0.24805492535233498, "loss_fcos_ctr": 0.6182602345943451, "loss_fcos_loc": 0.18758792069274932, "loss_mask": 0.26259577088057995, "loss_maskiou": 0.005702527894754894, "loss_sem_seg": 0.27825963124632835, "lr": 0.01, "mask_rcnn/accuracy": 0.8848118389925747, "mask_rcnn/false_negative": 0.08868199489999778, "mask_rcnn/false_positive": 0.14839906984914042, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 27.5, "time": 0.7231520935893059, "total_loss": 1.6300271401705686} {"data_time": 0.009974690154194832, "eta_seconds": 100494.12451176159, "iteration": 131459, "loss_fcos_cls": 0.23955570172984153, "loss_fcos_ctr": 0.6182262841612101, "loss_fcos_loc": 0.18449297809274867, "loss_mask": 0.2565895328298211, "loss_maskiou": 0.005204603708989453, "loss_sem_seg": 0.27245442860294133, "lr": 0.01, "mask_rcnn/accuracy": 0.8826486580547712, "mask_rcnn/false_negative": 0.09299938140570514, "mask_rcnn/false_positive": 0.132265319558167, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7144444510340691, "total_loss": 1.586550540618191} {"data_time": 0.010835672728717327, "eta_seconds": 100359.51120580081, "iteration": 131479, "loss_fcos_cls": 0.23660293105058372, "loss_fcos_ctr": 0.617871968075633, "loss_fcos_loc": 0.18067948683165014, "loss_mask": 0.2633009310811758, "loss_maskiou": 0.005961573464446701, "loss_sem_seg": 0.27054187282919884, "lr": 0.01, "mask_rcnn/accuracy": 0.8616192864057022, "mask_rcnn/false_negative": 0.09468505503017782, "mask_rcnn/false_positive": 0.16983224874746922, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.0, "time": 0.7103176172822714, "total_loss": 1.5802299048664281} {"data_time": 0.01003201212733984, "eta_seconds": 100455.30042146891, "iteration": 131499, "loss_fcos_cls": 0.25251914258114994, "loss_fcos_ctr": 0.6187623422592878, "loss_fcos_loc": 0.19013235275633633, "loss_mask": 0.26674763206392527, "loss_maskiou": 0.005864679419573804, "loss_sem_seg": 0.2403431935235858, "lr": 0.01, "mask_rcnn/accuracy": 0.8858309349380777, "mask_rcnn/false_negative": 0.09441459979223984, "mask_rcnn/false_positive": 0.13112707629431558, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 39.0, "time": 0.7356259543448687, "total_loss": 1.597315286482626} {"data_time": 0.010315146297216415, "eta_seconds": 100323.66154879518, "iteration": 131519, "loss_fcos_cls": 0.2534521478228271, "loss_fcos_ctr": 0.6232471903786063, "loss_fcos_loc": 0.19440060609485954, "loss_mask": 0.2747555961832404, "loss_maskiou": 0.005732643377996283, "loss_sem_seg": 0.2666901024058461, "lr": 0.01, "mask_rcnn/accuracy": 0.8614980370744385, "mask_rcnn/false_negative": 0.10165282017777535, "mask_rcnn/false_positive": 0.1798803488281539, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.7113320389762521, "total_loss": 1.6099661817133892} {"data_time": 0.00982761476188898, "eta_seconds": 100268.78428192716, "iteration": 131539, "loss_fcos_cls": 0.2632313556969166, "loss_fcos_ctr": 0.6187358815222979, "loss_fcos_loc": 0.18395124131347984, "loss_mask": 0.2636077478528023, "loss_maskiou": 0.006054940924514085, "loss_sem_seg": 0.2819224148988724, "lr": 0.01, "mask_rcnn/accuracy": 0.8762442379660458, "mask_rcnn/false_negative": 0.10704510914566791, "mask_rcnn/false_positive": 0.13336357797590093, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.5, "time": 0.7283595316112041, "total_loss": 1.6394756909430725} {"data_time": 0.010700885206460953, "eta_seconds": 100287.83184791263, "iteration": 131559, "loss_fcos_cls": 0.2512280303053558, "loss_fcos_ctr": 0.6199706383049488, "loss_fcos_loc": 0.1911175852874294, "loss_mask": 0.26224190229550004, "loss_maskiou": 0.006240810776944272, "loss_sem_seg": 0.27174293203279376, "lr": 0.01, "mask_rcnn/accuracy": 0.8943342622375037, "mask_rcnn/false_negative": 0.0643758554444053, "mask_rcnn/false_positive": 0.14568836789538464, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.75, "time": 0.7387142525985837, "total_loss": 1.6191505964234238} {"data_time": 0.009471241384744644, "eta_seconds": 100190.43018970359, "iteration": 131579, "loss_fcos_cls": 0.2563904372509569, "loss_fcos_ctr": 0.61687689460814, "loss_fcos_loc": 0.1913497701752931, "loss_mask": 0.2729256274178624, "loss_maskiou": 0.005543631574255414, "loss_sem_seg": 0.26960701681673527, "lr": 0.01, "mask_rcnn/accuracy": 0.8886585884353742, "mask_rcnn/false_negative": 0.10909199304754578, "mask_rcnn/false_positive": 0.1381401164832086, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.5, "time": 0.713823257945478, "total_loss": 1.6315434504358564} {"data_time": 0.009437792003154755, "eta_seconds": 100252.70639802981, "iteration": 131599, "loss_fcos_cls": 0.25776966963894665, "loss_fcos_ctr": 0.6208724975585938, "loss_fcos_loc": 0.19433668069541454, "loss_mask": 0.2686229255050421, "loss_maskiou": 0.00626862290664576, "loss_sem_seg": 0.2659605969674885, "lr": 0.01, "mask_rcnn/accuracy": 0.8933536675539782, "mask_rcnn/false_negative": 0.08221490989980565, "mask_rcnn/false_positive": 0.11281452290906527, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.711797721683979, "total_loss": 1.6245953104807995} {"data_time": 0.010422058403491974, "eta_seconds": 100251.21575366892, "iteration": 131619, "loss_fcos_cls": 0.25189028214663267, "loss_fcos_ctr": 0.6191545398905873, "loss_fcos_loc": 0.18943832104559988, "loss_mask": 0.25183243583887815, "loss_maskiou": 0.005488546899869107, "loss_sem_seg": 0.2579888333566487, "lr": 0.01, "mask_rcnn/accuracy": 0.9020389405762306, "mask_rcnn/false_negative": 0.0850378033054616, "mask_rcnn/false_positive": 0.1019473984707281, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 21.5, "time": 0.7375875785946846, "total_loss": 1.6002516043372452} {"data_time": 0.010330348275601864, "eta_seconds": 100196.36765610334, "iteration": 131639, "loss_fcos_cls": 0.2577029326930642, "loss_fcos_ctr": 0.6173116471618414, "loss_fcos_loc": 0.1881133426213637, "loss_mask": 0.2646770882420242, "loss_maskiou": 0.005258541073999368, "loss_sem_seg": 0.2877566530369222, "lr": 0.01, "mask_rcnn/accuracy": 0.8933547535862171, "mask_rcnn/false_negative": 0.09242016169199024, "mask_rcnn/false_positive": 0.14278412858106282, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7223845673725009, "total_loss": 1.6556490498624044} {"data_time": 0.010850762017071247, "eta_seconds": 100277.20603198186, "iteration": 131659, "loss_fcos_cls": 0.25416535744443536, "loss_fcos_ctr": 0.6212760591879487, "loss_fcos_loc": 0.1984921453986317, "loss_mask": 0.2733096480369568, "loss_maskiou": 0.006012725722030154, "loss_sem_seg": 0.2854263703338802, "lr": 0.01, "mask_rcnn/accuracy": 0.866384520202152, "mask_rcnn/false_negative": 0.10522084923562172, "mask_rcnn/false_positive": 0.12419934055999712, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7280418621376157, "total_loss": 1.5948473882308463} {"data_time": 0.0104006202891469, "eta_seconds": 100308.15520836879, "iteration": 131679, "loss_fcos_cls": 0.2596793654374778, "loss_fcos_ctr": 0.6190734580159187, "loss_fcos_loc": 0.18812069890554994, "loss_mask": 0.2689757728949189, "loss_maskiou": 0.005909838917432353, "loss_sem_seg": 0.28087453125044703, "lr": 0.01, "mask_rcnn/accuracy": 0.9006533366187384, "mask_rcnn/false_negative": 0.07946892510962336, "mask_rcnn/false_positive": 0.13215351735409886, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.25, "time": 0.755598590709269, "total_loss": 1.6361574648035457} {"data_time": 0.010453485883772373, "eta_seconds": 100248.21182027832, "iteration": 131699, "loss_fcos_cls": 0.2447436632355675, "loss_fcos_ctr": 0.6227068081498146, "loss_fcos_loc": 0.19886117661371827, "loss_mask": 0.26957721915096045, "loss_maskiou": 0.00574485204560915, "loss_sem_seg": 0.2912731212563813, "lr": 0.01, "mask_rcnn/accuracy": 0.8908911279063865, "mask_rcnn/false_negative": 0.08989168757057084, "mask_rcnn/false_positive": 0.12992622298273493, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.5, "time": 0.7146006412804127, "total_loss": 1.6307933046700782} {"data_time": 0.010760266333818436, "eta_seconds": 100242.54982684553, "iteration": 131719, "loss_fcos_cls": 0.254494690336287, "loss_fcos_ctr": 0.6188630536198616, "loss_fcos_loc": 0.18784077727468684, "loss_mask": 0.26104231365025043, "loss_maskiou": 0.005135205341503024, "loss_sem_seg": 0.3128210953436792, "lr": 0.01, "mask_rcnn/accuracy": 0.8791468444048623, "mask_rcnn/false_negative": 0.10625125442439991, "mask_rcnn/false_positive": 0.15231058782261198, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.729262693785131, "total_loss": 1.6531101959917578} {"data_time": 0.009985211305320263, "eta_seconds": 100228.05144314468, "iteration": 131739, "loss_fcos_cls": 0.2586523164063692, "loss_fcos_ctr": 0.6218743221834302, "loss_fcos_loc": 0.1871361716184765, "loss_mask": 0.26114676240831614, "loss_maskiou": 0.0055641747458139434, "loss_sem_seg": 0.3045557625591755, "lr": 0.01, "mask_rcnn/accuracy": 0.8868115739446463, "mask_rcnn/false_negative": 0.09408657886691082, "mask_rcnn/false_positive": 0.13551736292892097, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 36.75, "time": 0.7150767035782337, "total_loss": 1.623373500940943} {"data_time": 0.009635956957936287, "eta_seconds": 100213.55305944383, "iteration": 131759, "loss_fcos_cls": 0.25616424751933664, "loss_fcos_ctr": 0.6194753767922521, "loss_fcos_loc": 0.19331239711027592, "loss_mask": 0.26394059881567955, "loss_maskiou": 0.005468084433232434, "loss_sem_seg": 0.2742994714062661, "lr": 0.01, "mask_rcnn/accuracy": 0.8800309896685947, "mask_rcnn/false_negative": 0.10244175466748374, "mask_rcnn/false_positive": 0.14182368463547668, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 32.5, "time": 0.7258113455027342, "total_loss": 1.6225654443842359} {"data_time": 0.010009552352130413, "eta_seconds": 100252.21535985917, "iteration": 131779, "loss_fcos_cls": 0.2542856661602855, "loss_fcos_ctr": 0.6234740056097507, "loss_fcos_loc": 0.19829986267723143, "loss_mask": 0.2741874223574996, "loss_maskiou": 0.005710306286346167, "loss_sem_seg": 0.2933957071509212, "lr": 0.01, "mask_rcnn/accuracy": 0.8829575977216284, "mask_rcnn/false_negative": 0.08992610828631543, "mask_rcnn/false_positive": 0.14066882092548522, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.7383483927696943, "total_loss": 1.653089608757} {"data_time": 0.009663314558565617, "eta_seconds": 100311.41811785381, "iteration": 131799, "loss_fcos_cls": 0.2611178010702133, "loss_fcos_ctr": 0.6213086424395442, "loss_fcos_loc": 0.18717078433837742, "loss_mask": 0.26576745696365833, "loss_maskiou": 0.005443490314064547, "loss_sem_seg": 0.27723307721316814, "lr": 0.01, "mask_rcnn/accuracy": 0.8756389332210717, "mask_rcnn/false_negative": 0.1028879926687099, "mask_rcnn/false_positive": 0.1382089934591756, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.7248114868998528, "total_loss": 1.6196856326860143} {"data_time": 0.011436725035309792, "eta_seconds": 100359.08735237084, "iteration": 131819, "loss_fcos_cls": 0.2506245712283999, "loss_fcos_ctr": 0.6186634716577828, "loss_fcos_loc": 0.19433655263856053, "loss_mask": 0.26504121255129576, "loss_maskiou": 0.005423163311206736, "loss_sem_seg": 0.2800071006640792, "lr": 0.01, "mask_rcnn/accuracy": 0.8751206011250654, "mask_rcnn/false_negative": 0.08203673275486761, "mask_rcnn/false_positive": 0.13466502973066974, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.25, "time": 0.7231238754466176, "total_loss": 1.6370367522031302} {"data_time": 0.009878940880298615, "eta_seconds": 100344.5616089832, "iteration": 131839, "loss_fcos_cls": 0.25744806742295623, "loss_fcos_ctr": 0.6227739211171865, "loss_fcos_loc": 0.19803738710470498, "loss_mask": 0.26445662695914507, "loss_maskiou": 0.005587176441622432, "loss_sem_seg": 0.3176375785842538, "lr": 0.01, "mask_rcnn/accuracy": 0.8721641434351518, "mask_rcnn/false_negative": 0.08879313140845582, "mask_rcnn/false_positive": 0.1407821533590734, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.25, "time": 0.7164063304662704, "total_loss": 1.6378429177239013} {"data_time": 0.010588782839477062, "eta_seconds": 100330.03586559556, "iteration": 131859, "loss_fcos_cls": 0.23701445735059679, "loss_fcos_ctr": 0.6172665460035205, "loss_fcos_loc": 0.18519149953499436, "loss_mask": 0.2683936879038811, "loss_maskiou": 0.005694702194887213, "loss_sem_seg": 0.26958253886550665, "lr": 0.01, "mask_rcnn/accuracy": 0.889250547985412, "mask_rcnn/false_negative": 0.09109096596556202, "mask_rcnn/false_positive": 0.1136837155701988, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.75, "time": 0.729581811465323, "total_loss": 1.5864781852214946} {"data_time": 0.009080024436116219, "eta_seconds": 100315.51012220792, "iteration": 131879, "loss_fcos_cls": 0.25033099111169577, "loss_fcos_ctr": 0.6200272291898727, "loss_fcos_loc": 0.19016117154387757, "loss_mask": 0.2669905163347721, "loss_maskiou": 0.006015392780682305, "loss_sem_seg": 0.27440351946279407, "lr": 0.01, "mask_rcnn/accuracy": 0.862429391399417, "mask_rcnn/false_negative": 0.1295947988668812, "mask_rcnn/false_positive": 0.12054862960588067, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.75, "time": 0.7258062101900578, "total_loss": 1.603122628563142} {"data_time": 0.011149957776069641, "eta_seconds": 100303.86731943581, "iteration": 131899, "loss_fcos_cls": 0.2579840514808893, "loss_fcos_ctr": 0.6183966235257685, "loss_fcos_loc": 0.1826798664405942, "loss_mask": 0.26869753934442997, "loss_maskiou": 0.006169484644487966, "loss_sem_seg": 0.2785596982575953, "lr": 0.01, "mask_rcnn/accuracy": 0.8974814754276997, "mask_rcnn/false_negative": 0.07288957953164366, "mask_rcnn/false_positive": 0.13173171493852615, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.0, "time": 0.7262795465067029, "total_loss": 1.5931880866301071} {"data_time": 0.010393476113677025, "eta_seconds": 100247.31650506519, "iteration": 131919, "loss_fcos_cls": 0.2501311287051067, "loss_fcos_ctr": 0.6193137657828629, "loss_fcos_loc": 0.18770870941807516, "loss_mask": 0.24547668173909187, "loss_maskiou": 0.005315445363521576, "loss_sem_seg": 0.26740007381886244, "lr": 0.01, "mask_rcnn/accuracy": 0.905880634349949, "mask_rcnn/false_negative": 0.08798038603135208, "mask_rcnn/false_positive": 0.12689679950165614, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.75, "time": 0.719069897197187, "total_loss": 1.5639300092225312} {"data_time": 0.010102258063852787, "eta_seconds": 100322.33663072344, "iteration": 131939, "loss_fcos_cls": 0.25501302629709244, "loss_fcos_ctr": 0.6190933659672737, "loss_fcos_loc": 0.19233996188268065, "loss_mask": 0.2771030180156231, "loss_maskiou": 0.006227363861398771, "loss_sem_seg": 0.25235821725800633, "lr": 0.01, "mask_rcnn/accuracy": 0.8797514153687791, "mask_rcnn/false_negative": 0.09212225798927645, "mask_rcnn/false_positive": 0.14323331379149845, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.75, "time": 0.7456018999218941, "total_loss": 1.6060324494028464} {"data_time": 0.009682977572083473, "eta_seconds": 100294.4994816836, "iteration": 131959, "loss_fcos_cls": 0.24654012941755354, "loss_fcos_ctr": 0.6178812123835087, "loss_fcos_loc": 0.18003972782753408, "loss_mask": 0.2611434906721115, "loss_maskiou": 0.005051752959843725, "loss_sem_seg": 0.27518540155142546, "lr": 0.01, "mask_rcnn/accuracy": 0.8873791487153577, "mask_rcnn/false_negative": 0.075886767309383, "mask_rcnn/false_positive": 0.14777616161508206, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.25, "time": 0.7141578067094088, "total_loss": 1.5904088559836964} {"data_time": 0.010209208354353905, "eta_seconds": 100229.67190767266, "iteration": 131979, "loss_fcos_cls": 0.23679137881845236, "loss_fcos_ctr": 0.6174837527796626, "loss_fcos_loc": 0.1828330602729693, "loss_mask": 0.2741729049012065, "loss_maskiou": 0.005551401696720859, "loss_sem_seg": 0.27011524979025126, "lr": 0.01, "mask_rcnn/accuracy": 0.8767700628638553, "mask_rcnn/false_negative": 0.0827814805536208, "mask_rcnn/false_positive": 0.16481034866288632, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7007938046008348, "total_loss": 1.6004898203464109} {"data_time": 0.009407749399542809, "eta_seconds": 100244.19489144348, "iteration": 131999, "loss_fcos_cls": 0.24102209485135972, "loss_fcos_ctr": 0.6190963345579803, "loss_fcos_loc": 0.18600543309003115, "loss_mask": 0.2647081254981458, "loss_maskiou": 0.004880482025328092, "loss_sem_seg": 0.25258530769497156, "lr": 0.01, "mask_rcnn/accuracy": 0.8953250370661086, "mask_rcnn/false_negative": 0.07516292540072445, "mask_rcnn/false_positive": 0.11967297156822361, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.0, "time": 0.7217131685465574, "total_loss": 1.5744297111596097} {"data_time": 0.010489333420991898, "eta_seconds": 100200.6242491547, "iteration": 132019, "loss_fcos_cls": 0.2419839152134955, "loss_fcos_ctr": 0.6197484442964196, "loss_fcos_loc": 0.19434634258504957, "loss_mask": 0.28114360850304365, "loss_maskiou": 0.005609484520391561, "loss_sem_seg": 0.2922250581905246, "lr": 0.01, "mask_rcnn/accuracy": 0.8604083385931692, "mask_rcnn/false_negative": 0.11068053418337478, "mask_rcnn/false_positive": 0.17189376874084344, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.5, "time": 0.7351855374872684, "total_loss": 1.6455202534853015} {"data_time": 0.010383505374193192, "eta_seconds": 100186.10041989572, "iteration": 132039, "loss_fcos_cls": 0.23763932194560766, "loss_fcos_ctr": 0.6170834749937057, "loss_fcos_loc": 0.18678070744499564, "loss_mask": 0.2679111328907311, "loss_maskiou": 0.005222240994044114, "loss_sem_seg": 0.2934264247305691, "lr": 0.01, "mask_rcnn/accuracy": 0.870603572154324, "mask_rcnn/false_negative": 0.1003153798303343, "mask_rcnn/false_positive": 0.17302277337234925, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 38.25, "time": 0.721111848950386, "total_loss": 1.6081051006694906} {"data_time": 0.010519120842218399, "eta_seconds": 100200.61077470891, "iteration": 132059, "loss_fcos_cls": 0.26163607300259173, "loss_fcos_ctr": 0.6196144935674965, "loss_fcos_loc": 0.19945037399884313, "loss_mask": 0.2667965837754309, "loss_maskiou": 0.005580232606007485, "loss_sem_seg": 0.2404951557982713, "lr": 0.01, "mask_rcnn/accuracy": 0.9078007805686377, "mask_rcnn/false_negative": 0.09120808679764555, "mask_rcnn/false_positive": 0.10133831732234425, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.7285876115784049, "total_loss": 1.6272800238448326} {"data_time": 0.01023686584085226, "eta_seconds": 100108.18371960055, "iteration": 132079, "loss_fcos_cls": 0.2533898986876011, "loss_fcos_ctr": 0.6192435612902045, "loss_fcos_loc": 0.19746248330920935, "loss_mask": 0.2691577849909663, "loss_maskiou": 0.005333958615665324, "loss_sem_seg": 0.2702081617899239, "lr": 0.01, "mask_rcnn/accuracy": 0.8857242668408827, "mask_rcnn/false_negative": 0.10944461531406419, "mask_rcnn/false_positive": 0.13444515228093926, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.0, "time": 0.7302457904443145, "total_loss": 1.6076607238064753} {"data_time": 0.010072659701108932, "eta_seconds": 100093.66697686817, "iteration": 132099, "loss_fcos_cls": 0.24131542968098074, "loss_fcos_ctr": 0.6193227348849177, "loss_fcos_loc": 0.19264253450091928, "loss_mask": 0.26943699549883604, "loss_maskiou": 0.005492948635946959, "loss_sem_seg": 0.2815393772907555, "lr": 0.01, "mask_rcnn/accuracy": 0.8758565788751304, "mask_rcnn/false_negative": 0.08658124289494304, "mask_rcnn/false_positive": 0.1440575448653966, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7312561646103859, "total_loss": 1.6155038340511965} {"data_time": 0.010245122015476227, "eta_seconds": 100009.57498386223, "iteration": 132119, "loss_fcos_cls": 0.2431886454578489, "loss_fcos_ctr": 0.6199665712192655, "loss_fcos_loc": 0.19221769366413355, "loss_mask": 0.2701077489182353, "loss_maskiou": 0.006154763032100163, "loss_sem_seg": 0.2796635013073683, "lr": 0.01, "mask_rcnn/accuracy": 0.8797575804859639, "mask_rcnn/false_negative": 0.11310701982390156, "mask_rcnn/false_positive": 0.13500358641179433, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.25, "time": 0.7097087521106005, "total_loss": 1.615218646449648} {"data_time": 0.009394875727593899, "eta_seconds": 100060.87324381247, "iteration": 132139, "loss_fcos_cls": 0.26269485242664814, "loss_fcos_ctr": 0.6200495697557926, "loss_fcos_loc": 0.1930338778765872, "loss_mask": 0.26153280260041356, "loss_maskiou": 0.005436039260530379, "loss_sem_seg": 0.2973993103951216, "lr": 0.01, "mask_rcnn/accuracy": 0.9005461800104657, "mask_rcnn/false_negative": 0.08193444861814983, "mask_rcnn/false_positive": 0.11160950031872358, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.75, "time": 0.7437502266839147, "total_loss": 1.6374818718395545} {"data_time": 0.009023111313581467, "eta_seconds": 100014.18153495155, "iteration": 132159, "loss_fcos_cls": 0.2575162935536355, "loss_fcos_ctr": 0.6190718095749617, "loss_fcos_loc": 0.19007586187217385, "loss_mask": 0.25414782809093595, "loss_maskiou": 0.005084940974484198, "loss_sem_seg": 0.28996058786287904, "lr": 0.01, "mask_rcnn/accuracy": 0.8897396952201932, "mask_rcnn/false_negative": 0.11150538916296424, "mask_rcnn/false_positive": 0.1245856805303773, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.0, "time": 0.7324560228735209, "total_loss": 1.6239422981489042} {"data_time": 0.009557846933603287, "eta_seconds": 100035.60000593867, "iteration": 132179, "loss_fcos_cls": 0.2495977703947574, "loss_fcos_ctr": 0.6192098092287779, "loss_fcos_loc": 0.19475148885976523, "loss_mask": 0.2696978682652116, "loss_maskiou": 0.005354444259864977, "loss_sem_seg": 0.2931663445197046, "lr": 0.01, "mask_rcnn/accuracy": 0.8681654739203801, "mask_rcnn/false_negative": 0.10656617356750446, "mask_rcnn/false_positive": 0.14952449310341892, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7223207857459784, "total_loss": 1.6053099330019904} {"data_time": 0.009758858010172844, "eta_seconds": 100089.91639747936, "iteration": 132199, "loss_fcos_cls": 0.26154456730000675, "loss_fcos_ctr": 0.6180759016424417, "loss_fcos_loc": 0.18543792248237878, "loss_mask": 0.27111851423978806, "loss_maskiou": 0.005675540975062177, "loss_sem_seg": 0.3089547520503402, "lr": 0.01, "mask_rcnn/accuracy": 0.8892820825482911, "mask_rcnn/false_negative": 0.08819673663880451, "mask_rcnn/false_positive": 0.12573418258540361, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.25, "time": 0.7312310030683875, "total_loss": 1.6822664837891352} {"data_time": 0.009123737923800945, "eta_seconds": 100088.87235180382, "iteration": 132219, "loss_fcos_cls": 0.2473613356705755, "loss_fcos_ctr": 0.6228011241182685, "loss_fcos_loc": 0.19363623252138495, "loss_mask": 0.2743905526585877, "loss_maskiou": 0.0058970943673557485, "loss_sem_seg": 0.27862838143482804, "lr": 0.01, "mask_rcnn/accuracy": 0.8886960705334765, "mask_rcnn/false_negative": 0.08266351574318356, "mask_rcnn/false_positive": 0.132708026941655, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7302712751552463, "total_loss": 1.6437709852471016} {"data_time": 0.010257559828460217, "eta_seconds": 100060.8629315691, "iteration": 132239, "loss_fcos_cls": 0.2501290832879022, "loss_fcos_ctr": 0.6200679671019316, "loss_fcos_loc": 0.19475040398538113, "loss_mask": 0.2740297392010689, "loss_maskiou": 0.005444796322990442, "loss_sem_seg": 0.27116098208352923, "lr": 0.01, "mask_rcnn/accuracy": 0.8699816645408164, "mask_rcnn/false_negative": 0.10031636726495535, "mask_rcnn/false_positive": 0.13279700323299815, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.25, "time": 0.7215578639879823, "total_loss": 1.6078359741950408} {"data_time": 0.009705106727778912, "eta_seconds": 100069.74330308288, "iteration": 132259, "loss_fcos_cls": 0.2620876596774906, "loss_fcos_ctr": 0.6212666258215904, "loss_fcos_loc": 0.20463464851491153, "loss_mask": 0.27639510948210955, "loss_maskiou": 0.005643902150040958, "loss_sem_seg": 0.3080087695270777, "lr": 0.01, "mask_rcnn/accuracy": 0.8708549026335681, "mask_rcnn/false_negative": 0.09657025018662581, "mask_rcnn/false_positive": 0.14585898670719205, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7374928127974272, "total_loss": 1.6904001955117565} {"data_time": 0.009609303437173367, "eta_seconds": 100109.48521416262, "iteration": 132279, "loss_fcos_cls": 0.24720817804336548, "loss_fcos_ctr": 0.6211754828691483, "loss_fcos_loc": 0.19884048867970705, "loss_mask": 0.27038061479106545, "loss_maskiou": 0.00529705046210438, "loss_sem_seg": 0.25763057358562946, "lr": 0.01, "mask_rcnn/accuracy": 0.8920277174212004, "mask_rcnn/false_negative": 0.10380231154646943, "mask_rcnn/false_positive": 0.12232462646083883, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.75, "time": 0.7460940293967724, "total_loss": 1.6145187065121718} {"data_time": 0.009953834116458893, "eta_seconds": 100060.74181982782, "iteration": 132299, "loss_fcos_cls": 0.25862128916196525, "loss_fcos_ctr": 0.619136187247932, "loss_fcos_loc": 0.18367691931780428, "loss_mask": 0.2626344319432974, "loss_maskiou": 0.005792447060230188, "loss_sem_seg": 0.25972244003787637, "lr": 0.01, "mask_rcnn/accuracy": 0.87022827234342, "mask_rcnn/false_negative": 0.10326205807582944, "mask_rcnn/false_positive": 0.1428006709406478, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 24.75, "time": 0.7141702324151993, "total_loss": 1.6198246880667284} {"data_time": 0.009320678189396858, "eta_seconds": 100076.02990504634, "iteration": 132319, "loss_fcos_cls": 0.2597798886708915, "loss_fcos_ctr": 0.619546071626246, "loss_fcos_loc": 0.19900998752564192, "loss_mask": 0.2621606681495905, "loss_maskiou": 0.004688395805715118, "loss_sem_seg": 0.287578116171062, "lr": 0.01, "mask_rcnn/accuracy": 0.8889081791270865, "mask_rcnn/false_negative": 0.08974495959450904, "mask_rcnn/false_positive": 0.1459213798570274, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7346396222710609, "total_loss": 1.6577501482242951} {"data_time": 0.010014220140874386, "eta_seconds": 100100.21354489308, "iteration": 132339, "loss_fcos_cls": 0.24710877379402518, "loss_fcos_ctr": 0.6175273898988962, "loss_fcos_loc": 0.18719259346835315, "loss_mask": 0.26613131118938327, "loss_maskiou": 0.005256363321677782, "loss_sem_seg": 0.28053647046908736, "lr": 0.01, "mask_rcnn/accuracy": 0.8999482459303887, "mask_rcnn/false_negative": 0.08139936620753584, "mask_rcnn/false_positive": 0.135343455186758, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7360124764963984, "total_loss": 1.5947321093262872} {"data_time": 0.00983115192502737, "eta_seconds": 100090.95471512992, "iteration": 132359, "loss_fcos_cls": 0.2664917060174048, "loss_fcos_ctr": 0.6236185459420085, "loss_fcos_loc": 0.20217287563718855, "loss_mask": 0.26252310536801815, "loss_maskiou": 0.005487417343829293, "loss_sem_seg": 0.29161531780846417, "lr": 0.01, "mask_rcnn/accuracy": 0.8838577097505669, "mask_rcnn/false_negative": 0.08073021227767704, "mask_rcnn/false_positive": 0.15694195504524133, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7232319926843047, "total_loss": 1.6292083934895345} {"data_time": 0.01021640095859766, "eta_seconds": 100083.00026921183, "iteration": 132379, "loss_fcos_cls": 0.2540918511804193, "loss_fcos_ctr": 0.62073794612661, "loss_fcos_loc": 0.19816178106702864, "loss_mask": 0.2690871665254235, "loss_maskiou": 0.005916559734032489, "loss_sem_seg": 0.2901882426813245, "lr": 0.01, "mask_rcnn/accuracy": 0.8920429978617025, "mask_rcnn/false_negative": 0.08992508078677981, "mask_rcnn/false_positive": 0.11677120225314105, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.0, "time": 0.7392606139183044, "total_loss": 1.6359589055500692} {"data_time": 0.009850380942225456, "eta_seconds": 100012.7788373027, "iteration": 132399, "loss_fcos_cls": 0.25639530550688505, "loss_fcos_ctr": 0.622696366161108, "loss_fcos_loc": 0.20702743413858116, "loss_mask": 0.2671258868649602, "loss_maskiou": 0.005363056941860123, "loss_sem_seg": 0.30518216313794255, "lr": 0.01, "mask_rcnn/accuracy": 0.8687441902226729, "mask_rcnn/false_negative": 0.11586122298959417, "mask_rcnn/false_positive": 0.13259200278747973, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.0, "time": 0.7308743372559547, "total_loss": 1.6541870846340316} {"data_time": 0.010905833914875984, "eta_seconds": 100053.91081330925, "iteration": 132419, "loss_fcos_cls": 0.2405041370075196, "loss_fcos_ctr": 0.6199542842805386, "loss_fcos_loc": 0.18789515364915133, "loss_mask": 0.26309730391949415, "loss_maskiou": 0.005074306689493824, "loss_sem_seg": 0.2745073679834604, "lr": 0.01, "mask_rcnn/accuracy": 0.8883852544169216, "mask_rcnn/false_negative": 0.09846209090670681, "mask_rcnn/false_positive": 0.1520733699223657, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.25, "time": 0.7438309816643596, "total_loss": 1.600161320020561} {"data_time": 0.01014615036547184, "eta_seconds": 100046.64076357987, "iteration": 132439, "loss_fcos_cls": 0.25160429952666163, "loss_fcos_ctr": 0.6181151010096073, "loss_fcos_loc": 0.18759698583744466, "loss_mask": 0.2513544736430049, "loss_maskiou": 0.005332407588866772, "loss_sem_seg": 0.2851569028571248, "lr": 0.01, "mask_rcnn/accuracy": 0.8816105538260501, "mask_rcnn/false_negative": 0.10784790651848722, "mask_rcnn/false_positive": 0.1376054415506189, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.726589348167181, "total_loss": 1.5985027047463518} {"data_time": 0.0096075888723135, "eta_seconds": 100108.32997139823, "iteration": 132459, "loss_fcos_cls": 0.2432642210042104, "loss_fcos_ctr": 0.6179625489749014, "loss_fcos_loc": 0.19574543903581798, "loss_mask": 0.2687413627281785, "loss_maskiou": 0.005650062863423955, "loss_sem_seg": 0.2786257122643292, "lr": 0.01, "mask_rcnn/accuracy": 0.8912914078674948, "mask_rcnn/false_negative": 0.08285649499076647, "mask_rcnn/false_positive": 0.14090064050933915, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7313491087406874, "total_loss": 1.641207494700211} {"data_time": 0.009675302542746067, "eta_seconds": 100126.50418007933, "iteration": 132479, "loss_fcos_cls": 0.2488654968328774, "loss_fcos_ctr": 0.6220431458204985, "loss_fcos_loc": 0.1938032479956746, "loss_mask": 0.272668051533401, "loss_maskiou": 0.005691614547686186, "loss_sem_seg": 0.28501890879124403, "lr": 0.01, "mask_rcnn/accuracy": 0.8808309037900874, "mask_rcnn/false_negative": 0.10335778433357072, "mask_rcnn/false_positive": 0.13523365500928575, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.5, "time": 0.7469617752358317, "total_loss": 1.6149555143347243} {"data_time": 0.010162928141653538, "eta_seconds": 100111.94254888408, "iteration": 132499, "loss_fcos_cls": 0.2652711549308151, "loss_fcos_ctr": 0.6180475438013673, "loss_fcos_loc": 0.19590303779114038, "loss_mask": 0.25894234608858824, "loss_maskiou": 0.005954512853350025, "loss_sem_seg": 0.28083012788556516, "lr": 0.01, "mask_rcnn/accuracy": 0.8791931313341663, "mask_rcnn/false_negative": 0.11877791026033911, "mask_rcnn/false_positive": 0.13349318084149997, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.25, "time": 0.7408981677144766, "total_loss": 1.6563286949676694} {"data_time": 0.01007764507085085, "eta_seconds": 100138.89364574198, "iteration": 132519, "loss_fcos_cls": 0.2635230871383101, "loss_fcos_ctr": 0.6214167424477637, "loss_fcos_loc": 0.2016148620750755, "loss_mask": 0.26126182777807117, "loss_maskiou": 0.005488441456691362, "loss_sem_seg": 0.2912541637197137, "lr": 0.01, "mask_rcnn/accuracy": 0.8671598460953523, "mask_rcnn/false_negative": 0.08927021469282248, "mask_rcnn/false_positive": 0.13560632203599232, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.7209229953587055, "total_loss": 1.6323093952960335} {"data_time": 0.010689490474760532, "eta_seconds": 100175.34087746497, "iteration": 132539, "loss_fcos_cls": 0.2711499392753467, "loss_fcos_ctr": 0.6229657689109445, "loss_fcos_loc": 0.20443043566774577, "loss_mask": 0.2667273869737983, "loss_maskiou": 0.005286864565277938, "loss_sem_seg": 0.27326414035633206, "lr": 0.01, "mask_rcnn/accuracy": 0.9000032139832217, "mask_rcnn/false_negative": 0.08835697294166167, "mask_rcnn/false_positive": 0.14795012670837804, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.25, "time": 0.7433314360678196, "total_loss": 1.6309154859773116} {"data_time": 0.009896736592054367, "eta_seconds": 100109.75830525253, "iteration": 132559, "loss_fcos_cls": 0.2617879647295922, "loss_fcos_ctr": 0.6188400741666555, "loss_fcos_loc": 0.1879552637692541, "loss_mask": 0.2575839841738343, "loss_maskiou": 0.005174161124159582, "loss_sem_seg": 0.2633920768275857, "lr": 0.01, "mask_rcnn/accuracy": 0.8853444655635259, "mask_rcnn/false_negative": 0.10085861748108926, "mask_rcnn/false_positive": 0.11955520372596345, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 37.0, "time": 0.7155494801700115, "total_loss": 1.57210779889283} {"data_time": 0.01013502012938261, "eta_seconds": 100095.1906350078, "iteration": 132579, "loss_fcos_cls": 0.2566634297836572, "loss_fcos_ctr": 0.6162084555253386, "loss_fcos_loc": 0.17759080010000616, "loss_mask": 0.2675384362228215, "loss_maskiou": 0.005500028106325772, "loss_sem_seg": 0.25979493791237473, "lr": 0.01, "mask_rcnn/accuracy": 0.8992818943412133, "mask_rcnn/false_negative": 0.08425172769046355, "mask_rcnn/false_positive": 0.11555553336780403, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 39.0, "time": 0.7125332709401846, "total_loss": 1.6027070899217506} {"data_time": 0.009890608489513397, "eta_seconds": 100057.98013126012, "iteration": 132599, "loss_fcos_cls": 0.2338250488974154, "loss_fcos_ctr": 0.6162236724048853, "loss_fcos_loc": 0.18288934708107263, "loss_mask": 0.25630101142451167, "loss_maskiou": 0.005717403742892202, "loss_sem_seg": 0.2735696716699749, "lr": 0.01, "mask_rcnn/accuracy": 0.8803489577649242, "mask_rcnn/false_negative": 0.09253575960568114, "mask_rcnn/false_positive": 0.13904187776539723, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.0, "time": 0.7055667955428362, "total_loss": 1.5510603218681354} {"data_time": 0.010611193254590034, "eta_seconds": 100024.5727617126, "iteration": 132619, "loss_fcos_cls": 0.25816036644391716, "loss_fcos_ctr": 0.6207029819488525, "loss_fcos_loc": 0.18760311347432435, "loss_mask": 0.2726991567760706, "loss_maskiou": 0.005347788814106025, "loss_sem_seg": 0.2692620735615492, "lr": 0.01, "mask_rcnn/accuracy": 0.8726535223168712, "mask_rcnn/false_negative": 0.10845762833612269, "mask_rcnn/false_positive": 0.12625972244585923, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7223030449822545, "total_loss": 1.6239913565223105} {"data_time": 0.010280169546604156, "eta_seconds": 100028.85138252284, "iteration": 132639, "loss_fcos_cls": 0.24835069855907932, "loss_fcos_ctr": 0.6196472067385912, "loss_fcos_loc": 0.19261262530926615, "loss_mask": 0.26532460004091263, "loss_maskiou": 0.005586442930507474, "loss_sem_seg": 0.30311218556016684, "lr": 0.01, "mask_rcnn/accuracy": 0.8730876027815845, "mask_rcnn/false_negative": 0.10464709040735679, "mask_rcnn/false_positive": 0.15830677277481614, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 36.25, "time": 0.7339782463386655, "total_loss": 1.6659060609017615} {"data_time": 0.009735885076224804, "eta_seconds": 100051.48006555904, "iteration": 132659, "loss_fcos_cls": 0.26102469000034034, "loss_fcos_ctr": 0.620139223523438, "loss_fcos_loc": 0.19733346835710108, "loss_mask": 0.26746319932863116, "loss_maskiou": 0.00556878607312683, "loss_sem_seg": 0.2914408731739968, "lr": 0.01, "mask_rcnn/accuracy": 0.8891988793025516, "mask_rcnn/false_negative": 0.08432859731796802, "mask_rcnn/false_positive": 0.11648986892550228, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.5, "time": 0.7396174464374781, "total_loss": 1.6189163156232098} {"data_time": 0.009721829555928707, "eta_seconds": 100036.91027502809, "iteration": 132679, "loss_fcos_cls": 0.26136844139546156, "loss_fcos_ctr": 0.6204471625387669, "loss_fcos_loc": 0.19922424061223865, "loss_mask": 0.2741907788440585, "loss_maskiou": 0.005618522554868832, "loss_sem_seg": 0.288361007347703, "lr": 0.01, "mask_rcnn/accuracy": 0.8862372448979592, "mask_rcnn/false_negative": 0.10329922672753426, "mask_rcnn/false_positive": 0.1343093552390252, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7346524298191071, "total_loss": 1.6451941249761148} {"data_time": 0.010643823072314262, "eta_seconds": 100022.34048449714, "iteration": 132699, "loss_fcos_cls": 0.2462409574072808, "loss_fcos_ctr": 0.6138730989769101, "loss_fcos_loc": 0.18311610748060048, "loss_mask": 0.25622942112386227, "loss_maskiou": 0.004986908563296311, "loss_sem_seg": 0.2568209166638553, "lr": 0.01, "mask_rcnn/accuracy": 0.8986264002883761, "mask_rcnn/false_negative": 0.06908930891542668, "mask_rcnn/false_positive": 0.1455597498716602, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.75, "time": 0.7248161472380161, "total_loss": 1.5658842209813884} {"data_time": 0.010219687595963478, "eta_seconds": 100035.33155884594, "iteration": 132719, "loss_fcos_cls": 0.2586603775853291, "loss_fcos_ctr": 0.6196338273584843, "loss_fcos_loc": 0.1970290244789794, "loss_mask": 0.26938717858865857, "loss_maskiou": 0.005405420175520703, "loss_sem_seg": 0.29301680671051145, "lr": 0.01, "mask_rcnn/accuracy": 0.8733017958603896, "mask_rcnn/false_negative": 0.08869283355821525, "mask_rcnn/false_positive": 0.1538738123883229, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7411936176940799, "total_loss": 1.6283593173720874} {"data_time": 0.009782174602150917, "eta_seconds": 100064.23060822487, "iteration": 132739, "loss_fcos_cls": 0.24485804559662938, "loss_fcos_ctr": 0.6199847683310509, "loss_fcos_loc": 0.1902420303085819, "loss_mask": 0.27971536107361317, "loss_maskiou": 0.006082911262637936, "loss_sem_seg": 0.2815429356414825, "lr": 0.01, "mask_rcnn/accuracy": 0.8848547542359119, "mask_rcnn/false_negative": 0.09656856833528643, "mask_rcnn/false_positive": 0.1548040233384349, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.7451553558930755, "total_loss": 1.6295009581372142} {"data_time": 0.010308808647096157, "eta_seconds": 100054.31586684007, "iteration": 132759, "loss_fcos_cls": 0.24618185474537313, "loss_fcos_ctr": 0.6199683537706733, "loss_fcos_loc": 0.1854162208037451, "loss_mask": 0.26013639755547047, "loss_maskiou": 0.005478133272845298, "loss_sem_seg": 0.3217145395465195, "lr": 0.01, "mask_rcnn/accuracy": 0.8829362655085982, "mask_rcnn/false_negative": 0.10389294718703179, "mask_rcnn/false_positive": 0.12139450290064305, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.0, "time": 0.7336876522749662, "total_loss": 1.631739894466591} {"data_time": 0.011226207949221134, "eta_seconds": 100069.10970193055, "iteration": 132779, "loss_fcos_cls": 0.2612363288644701, "loss_fcos_ctr": 0.6178171131759882, "loss_fcos_loc": 0.19822339504025877, "loss_mask": 0.2620898876339197, "loss_maskiou": 0.005095716369396541, "loss_sem_seg": 0.3173291892744601, "lr": 0.01, "mask_rcnn/accuracy": 0.8878794093687692, "mask_rcnn/false_negative": 0.09694002066711721, "mask_rcnn/false_positive": 0.131329010684005, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.5, "time": 0.7350888671353459, "total_loss": 1.6548006934317527} {"data_time": 0.01014712080359459, "eta_seconds": 100091.82937332988, "iteration": 132799, "loss_fcos_cls": 0.25343568716198206, "loss_fcos_ctr": 0.6203683037310839, "loss_fcos_loc": 0.20321381487883627, "loss_mask": 0.27243531169369817, "loss_maskiou": 0.005947646168351639, "loss_sem_seg": 0.2592308558523655, "lr": 0.01, "mask_rcnn/accuracy": 0.8797602482551462, "mask_rcnn/false_negative": 0.12279957722170969, "mask_rcnn/false_positive": 0.11207070894595134, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.7354227509349585, "total_loss": 1.6223566150001716} {"data_time": 0.009499482810497284, "eta_seconds": 100077.23883399367, "iteration": 132819, "loss_fcos_cls": 0.24291729752440006, "loss_fcos_ctr": 0.6164702922105789, "loss_fcos_loc": 0.18348822463303804, "loss_mask": 0.2595515549182892, "loss_maskiou": 0.00563283607334597, "loss_sem_seg": 0.2722486397251487, "lr": 0.01, "mask_rcnn/accuracy": 0.9050478822481374, "mask_rcnn/false_negative": 0.07038748082911041, "mask_rcnn/false_positive": 0.13662762875159767, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.75, "time": 0.7201758231967688, "total_loss": 1.6205795797795872} {"data_time": 0.010919601656496525, "eta_seconds": 100062.64829465747, "iteration": 132839, "loss_fcos_cls": 0.24698470497969538, "loss_fcos_ctr": 0.6202020971104503, "loss_fcos_loc": 0.1922962908865884, "loss_mask": 0.2746161613613367, "loss_maskiou": 0.005532427538128104, "loss_sem_seg": 0.2794253840111196, "lr": 0.01, "mask_rcnn/accuracy": 0.8754324027543349, "mask_rcnn/false_negative": 0.12081241088082545, "mask_rcnn/false_positive": 0.13340565526954845, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.0, "time": 0.7203797698020935, "total_loss": 1.6435403938012314} {"data_time": 0.009973881766200066, "eta_seconds": 100048.05775532126, "iteration": 132859, "loss_fcos_cls": 0.24447997263632715, "loss_fcos_ctr": 0.6205713953822851, "loss_fcos_loc": 0.19269952445756644, "loss_mask": 0.26108686346560717, "loss_maskiou": 0.004950789437316416, "loss_sem_seg": 0.2679553641937673, "lr": 0.01, "mask_rcnn/accuracy": 0.8804804615405043, "mask_rcnn/false_negative": 0.10108379082251924, "mask_rcnn/false_positive": 0.13844813743405426, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.728732643648982, "total_loss": 1.5956812793010613} {"data_time": 0.010905343107879162, "eta_seconds": 99996.18419511896, "iteration": 132879, "loss_fcos_cls": 0.26649977872148156, "loss_fcos_ctr": 0.6179427532479167, "loss_fcos_loc": 0.1951364774722606, "loss_mask": 0.2654305174946785, "loss_maskiou": 0.006101422608480789, "loss_sem_seg": 0.28783888602629304, "lr": 0.01, "mask_rcnn/accuracy": 0.8979065416489176, "mask_rcnn/false_negative": 0.08414502450241164, "mask_rcnn/false_positive": 0.12281976667683707, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.0, "time": 0.7200761986896396, "total_loss": 1.6251533691684017} {"data_time": 0.010117308236658573, "eta_seconds": 100038.05385297816, "iteration": 132899, "loss_fcos_cls": 0.2559302509762347, "loss_fcos_ctr": 0.6192009542137384, "loss_fcos_loc": 0.18946460634469986, "loss_mask": 0.26530129462480545, "loss_maskiou": 0.005938044261711184, "loss_sem_seg": 0.2511325413361192, "lr": 0.01, "mask_rcnn/accuracy": 0.9024032748952493, "mask_rcnn/false_negative": 0.08208271431582038, "mask_rcnn/false_positive": 0.11656003676814024, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.0, "time": 0.736815414391458, "total_loss": 1.6138510582313756} {"data_time": 0.010400235652923584, "eta_seconds": 100078.5767535558, "iteration": 132919, "loss_fcos_cls": 0.2437254418618977, "loss_fcos_ctr": 0.6185862882994115, "loss_fcos_loc": 0.1802174267359078, "loss_mask": 0.2618444417603314, "loss_maskiou": 0.0051984644087497145, "loss_sem_seg": 0.2669523386284709, "lr": 0.01, "mask_rcnn/accuracy": 0.9095531458644626, "mask_rcnn/false_negative": 0.09348207268255045, "mask_rcnn/false_positive": 0.09531596652022775, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.0, "time": 0.7333282632753253, "total_loss": 1.5783625874319114} {"data_time": 0.010407865978777409, "eta_seconds": 99989.69559797645, "iteration": 132939, "loss_fcos_cls": 0.25939054193440825, "loss_fcos_ctr": 0.6195380622521043, "loss_fcos_loc": 0.19650238647591323, "loss_mask": 0.25984037667512894, "loss_maskiou": 0.005360657425626414, "loss_sem_seg": 0.29084554966539145, "lr": 0.01, "mask_rcnn/accuracy": 0.8913601899092971, "mask_rcnn/false_negative": 0.08032224352086731, "mask_rcnn/false_positive": 0.1437967813144738, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.0, "time": 0.734270092099905, "total_loss": 1.6295952218279126} {"data_time": 0.010204539634287357, "eta_seconds": 99919.19126674626, "iteration": 132959, "loss_fcos_cls": 0.25596860656514764, "loss_fcos_ctr": 0.6199140762910247, "loss_fcos_loc": 0.19084004359319806, "loss_mask": 0.2613684171810746, "loss_maskiou": 0.006064298722776584, "loss_sem_seg": 0.30923644034191966, "lr": 0.01, "mask_rcnn/accuracy": 0.8844375778480407, "mask_rcnn/false_negative": 0.08347064032168808, "mask_rcnn/false_positive": 0.1398916641588926, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.75, "time": 0.7096770452335477, "total_loss": 1.6126869584395536} {"data_time": 0.010058213956654072, "eta_seconds": 99991.66813182272, "iteration": 132979, "loss_fcos_cls": 0.25261581130325794, "loss_fcos_ctr": 0.61985157802701, "loss_fcos_loc": 0.194174436153844, "loss_mask": 0.2678201971575618, "loss_maskiou": 0.005922406671743374, "loss_sem_seg": 0.28232128731906414, "lr": 0.01, "mask_rcnn/accuracy": 0.8952774859943977, "mask_rcnn/false_negative": 0.08172416433386542, "mask_rcnn/false_positive": 0.12472436357210256, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 24.75, "time": 0.7046817047521472, "total_loss": 1.6342332549247658} {"data_time": 0.010786888189613819, "eta_seconds": 99945.92397996783, "iteration": 132999, "loss_fcos_cls": 0.23584523354656994, "loss_fcos_ctr": 0.6173565899953246, "loss_fcos_loc": 0.18303354363888502, "loss_mask": 0.2662889901548624, "loss_maskiou": 0.005834757321281359, "loss_sem_seg": 0.28412066400051117, "lr": 0.01, "mask_rcnn/accuracy": 0.8836712316505551, "mask_rcnn/false_negative": 0.08925642192036759, "mask_rcnn/false_positive": 0.12214618008016553, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7276709796860814, "total_loss": 1.620573158692423} {"data_time": 0.010236191563308239, "eta_seconds": 99902.09589130618, "iteration": 133019, "loss_fcos_cls": 0.27265686681494117, "loss_fcos_ctr": 0.619648679625243, "loss_fcos_loc": 0.19110360089689493, "loss_mask": 0.26116010174155235, "loss_maskiou": 0.0055276490820688196, "loss_sem_seg": 0.2951592728495598, "lr": 0.01, "mask_rcnn/accuracy": 0.901657044396706, "mask_rcnn/false_negative": 0.07964794254601043, "mask_rcnn/false_positive": 0.12011455845494756, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.0, "time": 0.7239343710243702, "total_loss": 1.6185089169666753} {"data_time": 0.010125188156962395, "eta_seconds": 99860.86175002251, "iteration": 133039, "loss_fcos_cls": 0.26158626726828516, "loss_fcos_ctr": 0.6186986789107323, "loss_fcos_loc": 0.19141444005072117, "loss_mask": 0.2665552841499448, "loss_maskiou": 0.0058392654318595305, "loss_sem_seg": 0.2914484743960202, "lr": 0.01, "mask_rcnn/accuracy": 0.8647319902841519, "mask_rcnn/false_negative": 0.0879479311122541, "mask_rcnn/false_positive": 0.15305400452344423, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7175843752920628, "total_loss": 1.60974215988972} {"data_time": 0.009517302736639977, "eta_seconds": 99872.92335032858, "iteration": 133059, "loss_fcos_cls": 0.2631676304154098, "loss_fcos_ctr": 0.6197510026395321, "loss_fcos_loc": 0.19200642383657396, "loss_mask": 0.2626700708642602, "loss_maskiou": 0.0058808922476600856, "loss_sem_seg": 0.29921969934366643, "lr": 0.01, "mask_rcnn/accuracy": 0.8864015474580504, "mask_rcnn/false_negative": 0.09099219797142052, "mask_rcnn/false_positive": 0.13413266999523218, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 37.25, "time": 0.7380235707387328, "total_loss": 1.6096661859701271} {"data_time": 0.010635179467499256, "eta_seconds": 99858.33707983978, "iteration": 133079, "loss_fcos_cls": 0.25940706161782146, "loss_fcos_ctr": 0.6206026426516473, "loss_fcos_loc": 0.2008672229712829, "loss_mask": 0.25494636595249176, "loss_maskiou": 0.00523960284772329, "loss_sem_seg": 0.2851799762574956, "lr": 0.01, "mask_rcnn/accuracy": 0.8913356461005455, "mask_rcnn/false_negative": 0.09236286115928463, "mask_rcnn/false_positive": 0.13809394665989372, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 40.0, "time": 0.7236525481566787, "total_loss": 1.6459805290360237} {"data_time": 0.010324259288609028, "eta_seconds": 99917.94757263176, "iteration": 133099, "loss_fcos_cls": 0.2267671567387879, "loss_fcos_ctr": 0.6178506892174482, "loss_fcos_loc": 0.18697200214955956, "loss_mask": 0.2595243873074651, "loss_maskiou": 0.005192122167500202, "loss_sem_seg": 0.25328977941535413, "lr": 0.01, "mask_rcnn/accuracy": 0.8777638635903664, "mask_rcnn/false_negative": 0.08622307050435297, "mask_rcnn/false_positive": 0.12618588647534265, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7376548945903778, "total_loss": 1.5826421735619078} {"data_time": 0.010018454864621162, "eta_seconds": 99985.53718167823, "iteration": 133119, "loss_fcos_cls": 0.2360485449898988, "loss_fcos_ctr": 0.618440471123904, "loss_fcos_loc": 0.18561979534570128, "loss_mask": 0.259339083917439, "loss_maskiou": 0.004787501340615563, "loss_sem_seg": 0.2650668048299849, "lr": 0.01, "mask_rcnn/accuracy": 0.8894767187177901, "mask_rcnn/false_negative": 0.08424948880413058, "mask_rcnn/false_positive": 0.1326455946016788, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.75, "time": 0.7371588442474604, "total_loss": 1.5722252780415147} {"data_time": 0.009439345449209213, "eta_seconds": 99993.00520116556, "iteration": 133139, "loss_fcos_cls": 0.2390826166374609, "loss_fcos_ctr": 0.618647905997932, "loss_fcos_loc": 0.18927941960282624, "loss_mask": 0.2558788419701159, "loss_maskiou": 0.005091636903671315, "loss_sem_seg": 0.26722989114932716, "lr": 0.01, "mask_rcnn/accuracy": 0.8802060813732273, "mask_rcnn/false_negative": 0.08012791070402323, "mask_rcnn/false_positive": 0.12899954888249163, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.0, "time": 0.7538573471829295, "total_loss": 1.570109501859406} {"data_time": 0.009493116289377213, "eta_seconds": 99931.77174454741, "iteration": 133159, "loss_fcos_cls": 0.23798400070518255, "loss_fcos_ctr": 0.6175389932468534, "loss_fcos_loc": 0.18689322751015425, "loss_mask": 0.2722508101724088, "loss_maskiou": 0.005457336621475406, "loss_sem_seg": 0.2772413685452193, "lr": 0.01, "mask_rcnn/accuracy": 0.8775683000472916, "mask_rcnn/false_negative": 0.0929490200885279, "mask_rcnn/false_positive": 0.13472226325518052, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.5, "time": 0.7124234987422824, "total_loss": 1.6064159618108533} {"data_time": 0.010070670396089554, "eta_seconds": 99917.16621378623, "iteration": 133179, "loss_fcos_cls": 0.24634192162193358, "loss_fcos_ctr": 0.617800344247371, "loss_fcos_loc": 0.18928821478039026, "loss_mask": 0.26053359219804406, "loss_maskiou": 0.005967312688881066, "loss_sem_seg": 0.24929916020482779, "lr": 0.01, "mask_rcnn/accuracy": 0.8781149301825993, "mask_rcnn/false_negative": 0.1093716989321421, "mask_rcnn/false_positive": 0.15712998463678945, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7143809106200933, "total_loss": 1.5865296721240156} {"data_time": 0.010672342963516712, "eta_seconds": 99949.16816715244, "iteration": 133199, "loss_fcos_cls": 0.24501714971847832, "loss_fcos_ctr": 0.6210803035646677, "loss_fcos_loc": 0.1937356754206121, "loss_mask": 0.2673828052356839, "loss_maskiou": 0.006008825534081552, "loss_sem_seg": 0.2816909849643707, "lr": 0.01, "mask_rcnn/accuracy": 0.8870222431077694, "mask_rcnn/false_negative": 0.0815472554870191, "mask_rcnn/false_positive": 0.15071755217564758, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.75, "time": 0.7412153407931328, "total_loss": 1.6119038629367424} {"data_time": 0.009700077585875988, "eta_seconds": 99887.95515226386, "iteration": 133219, "loss_fcos_cls": 0.2438517368864268, "loss_fcos_ctr": 0.6201803283765912, "loss_fcos_loc": 0.1822790838778019, "loss_mask": 0.26680880412459373, "loss_maskiou": 0.0053304218017729, "loss_sem_seg": 0.28603382338769734, "lr": 0.01, "mask_rcnn/accuracy": 0.8704003178652413, "mask_rcnn/false_negative": 0.1130963311780249, "mask_rcnn/false_positive": 0.1266550088266099, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.75, "time": 0.7215364426374435, "total_loss": 1.6029522590315537} {"data_time": 0.010092729702591896, "eta_seconds": 99849.8383956682, "iteration": 133239, "loss_fcos_cls": 0.2502121024299413, "loss_fcos_ctr": 0.6195954522117972, "loss_fcos_loc": 0.19629772554617375, "loss_mask": 0.25907782185822725, "loss_maskiou": 0.004879310494288802, "loss_sem_seg": 0.2906276723369956, "lr": 0.01, "mask_rcnn/accuracy": 0.8871309161962657, "mask_rcnn/false_negative": 0.07901435773093504, "mask_rcnn/false_positive": 0.16823388548117418, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7197815803810954, "total_loss": 1.63457068183925} {"data_time": 0.010352080687880516, "eta_seconds": 99811.29565307777, "iteration": 133259, "loss_fcos_cls": 0.2511784555390477, "loss_fcos_ctr": 0.615973824635148, "loss_fcos_loc": 0.1870369848329574, "loss_mask": 0.26400284096598625, "loss_maskiou": 0.005587040039245039, "loss_sem_seg": 0.2324914534110576, "lr": 0.01, "mask_rcnn/accuracy": 0.9076875627300101, "mask_rcnn/false_negative": 0.07689307470986156, "mask_rcnn/false_positive": 0.11220862149270196, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.25, "time": 0.7316017672419548, "total_loss": 1.574255072795495} {"data_time": 0.01093356590718031, "eta_seconds": 99786.57358293794, "iteration": 133279, "loss_fcos_cls": 0.26056952407816425, "loss_fcos_ctr": 0.6207066611386836, "loss_fcos_loc": 0.19347223290242255, "loss_mask": 0.25842418521642685, "loss_maskiou": 0.004915845565847121, "loss_sem_seg": 0.31321135396137834, "lr": 0.01, "mask_rcnn/accuracy": 0.8918111767178782, "mask_rcnn/false_negative": 0.11035545487250137, "mask_rcnn/false_positive": 0.12079777118411766, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.0, "time": 0.7362557109445333, "total_loss": 1.637281739818718} {"data_time": 0.0099815484136343, "eta_seconds": 99806.03211826645, "iteration": 133299, "loss_fcos_cls": 0.23785674502141774, "loss_fcos_ctr": 0.6177815860137343, "loss_fcos_loc": 0.17867896449752152, "loss_mask": 0.26067152712494135, "loss_maskiou": 0.005119731285958551, "loss_sem_seg": 0.28484815056435764, "lr": 0.01, "mask_rcnn/accuracy": 0.8925838424334988, "mask_rcnn/false_negative": 0.08520769980122778, "mask_rcnn/false_positive": 0.12311192909127755, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.25, "time": 0.7364303199574351, "total_loss": 1.5974949720839504} {"data_time": 0.009662131778895855, "eta_seconds": 99686.38133286126, "iteration": 133319, "loss_fcos_cls": 0.24302540521603078, "loss_fcos_ctr": 0.6188313411548734, "loss_fcos_loc": 0.18832230032421649, "loss_mask": 0.2531333453953266, "loss_maskiou": 0.004960794383805478, "loss_sem_seg": 0.269845551578328, "lr": 0.01, "mask_rcnn/accuracy": 0.8815160797925727, "mask_rcnn/false_negative": 0.10216356992219006, "mask_rcnn/false_positive": 0.13261797714796267, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.0, "time": 0.7178716771304607, "total_loss": 1.5886369810250471} {"data_time": 0.009762043133378029, "eta_seconds": 99594.13149912748, "iteration": 133339, "loss_fcos_cls": 0.24348079040646553, "loss_fcos_ctr": 0.6179003296419978, "loss_fcos_loc": 0.1840691944817081, "loss_mask": 0.2607106640934944, "loss_maskiou": 0.005452043522382155, "loss_sem_seg": 0.2583110071718693, "lr": 0.01, "mask_rcnn/accuracy": 0.8903960622710623, "mask_rcnn/false_negative": 0.09489873732565227, "mask_rcnn/false_positive": 0.12586098789245515, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7050886312499642, "total_loss": 1.5444434323726455} {"data_time": 0.01020982675254345, "eta_seconds": 99579.5561438324, "iteration": 133359, "loss_fcos_cls": 0.24121011182432994, "loss_fcos_ctr": 0.6195877189747989, "loss_fcos_loc": 0.19108001951826736, "loss_mask": 0.26168965734541416, "loss_maskiou": 0.00452270657842746, "loss_sem_seg": 0.2486221306025982, "lr": 0.01, "mask_rcnn/accuracy": 0.9050806465625841, "mask_rcnn/false_negative": 0.08693392876977353, "mask_rcnn/false_positive": 0.1107867228612673, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.0, "time": 0.7173498263582587, "total_loss": 1.5983620733968564} {"data_time": 0.009766094386577606, "eta_seconds": 99513.14470054116, "iteration": 133379, "loss_fcos_cls": 0.24221442244015634, "loss_fcos_ctr": 0.6183816287666559, "loss_fcos_loc": 0.18661992624402046, "loss_mask": 0.25471413787454367, "loss_maskiou": 0.004745002181152813, "loss_sem_seg": 0.2936013815924525, "lr": 0.01, "mask_rcnn/accuracy": 0.8982824900793651, "mask_rcnn/false_negative": 0.0894486697364911, "mask_rcnn/false_positive": 0.13723873167879153, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.75, "time": 0.7109085638076067, "total_loss": 1.5943060536228586} {"data_time": 0.010287201032042503, "eta_seconds": 99484.0952726109, "iteration": 133399, "loss_fcos_cls": 0.2276105190248927, "loss_fcos_ctr": 0.6201238208450377, "loss_fcos_loc": 0.18671268384787254, "loss_mask": 0.2538790823891759, "loss_maskiou": 0.004457931390788872, "loss_sem_seg": 0.25764046516269445, "lr": 0.01, "mask_rcnn/accuracy": 0.896584194575266, "mask_rcnn/false_negative": 0.09494633131989663, "mask_rcnn/false_positive": 0.13388157971013465, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 33.0, "time": 0.7233790988102555, "total_loss": 1.5684995337396685} {"data_time": 0.010691378265619278, "eta_seconds": 99366.5062542418, "iteration": 133419, "loss_fcos_cls": 0.23156638955697417, "loss_fcos_ctr": 0.6166640873998404, "loss_fcos_loc": 0.18362615606747568, "loss_mask": 0.26058685034513474, "loss_maskiou": 0.004982356302207336, "loss_sem_seg": 0.26206156401894987, "lr": 0.01, "mask_rcnn/accuracy": 0.8694667843292856, "mask_rcnn/false_negative": 0.08971157454219908, "mask_rcnn/false_positive": 0.1382504412569285, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.0, "time": 0.7102972734719515, "total_loss": 1.5707593109400477} {"data_time": 0.009157677181065083, "eta_seconds": 99323.42080894392, "iteration": 133439, "loss_fcos_cls": 0.2457248109858483, "loss_fcos_ctr": 0.6168982470408082, "loss_fcos_loc": 0.17372091463766992, "loss_mask": 0.2616473054513335, "loss_maskiou": 0.0056158293737098575, "loss_sem_seg": 0.2635503716301173, "lr": 0.01, "mask_rcnn/accuracy": 0.8852703100470958, "mask_rcnn/false_negative": 0.08216166287357632, "mask_rcnn/false_positive": 0.15818635364221312, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.7202133499085903, "total_loss": 1.5695495721010957} {"data_time": 0.009712795726954937, "eta_seconds": 99281.17664411943, "iteration": 133459, "loss_fcos_cls": 0.2517166920006275, "loss_fcos_ctr": 0.6159702129662037, "loss_fcos_loc": 0.18158909934572875, "loss_mask": 0.25473374407738447, "loss_maskiou": 0.005242565159278456, "loss_sem_seg": 0.2970238318666816, "lr": 0.01, "mask_rcnn/accuracy": 0.8843676243512365, "mask_rcnn/false_negative": 0.095699584196231, "mask_rcnn/false_positive": 0.13040941053976363, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.75, "time": 0.7236724030226469, "total_loss": 1.5805143678517197} {"data_time": 0.009435214102268219, "eta_seconds": 99167.35689103883, "iteration": 133479, "loss_fcos_cls": 0.24020175531040877, "loss_fcos_ctr": 0.6190320109017193, "loss_fcos_loc": 0.1852368185063824, "loss_mask": 0.258606169372797, "loss_maskiou": 0.005572065245360136, "loss_sem_seg": 0.25880686566233635, "lr": 0.01, "mask_rcnn/accuracy": 0.8955105633802818, "mask_rcnn/false_negative": 0.08332075493313594, "mask_rcnn/false_positive": 0.13369840014978113, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.75, "time": 0.7209789184853435, "total_loss": 1.5653474605787778} {"data_time": 0.009422386065125465, "eta_seconds": 99092.71837951709, "iteration": 133499, "loss_fcos_cls": 0.22461160249076784, "loss_fcos_ctr": 0.6198901934549212, "loss_fcos_loc": 0.1849748307140544, "loss_mask": 0.2556718373671174, "loss_maskiou": 0.006191748267156072, "loss_sem_seg": 0.28836078103631735, "lr": 0.01, "mask_rcnn/accuracy": 0.8866033923327332, "mask_rcnn/false_negative": 0.08128047050822163, "mask_rcnn/false_positive": 0.13333191462194888, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7083677425980568, "total_loss": 1.6025432057722355} {"data_time": 0.010540311224758625, "eta_seconds": 99020.73941911012, "iteration": 133519, "loss_fcos_cls": 0.24982982547953725, "loss_fcos_ctr": 0.617638198658824, "loss_fcos_loc": 0.18818066699896008, "loss_mask": 0.2578407349064946, "loss_maskiou": 0.005225614549999591, "loss_sem_seg": 0.28349159145727754, "lr": 0.01, "mask_rcnn/accuracy": 0.8743601263975185, "mask_rcnn/false_negative": 0.08785657824627582, "mask_rcnn/false_positive": 0.1426730619177316, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.75, "time": 0.7180039267987013, "total_loss": 1.6259171157944365} {"data_time": 0.00985135231167078, "eta_seconds": 98933.63474687375, "iteration": 133539, "loss_fcos_cls": 0.2540839118883014, "loss_fcos_ctr": 0.6203580051660538, "loss_fcos_loc": 0.1956509065348655, "loss_mask": 0.2708775866776705, "loss_maskiou": 0.0058612036518752575, "loss_sem_seg": 0.28114683786407113, "lr": 0.01, "mask_rcnn/accuracy": 0.8854653803605923, "mask_rcnn/false_negative": 0.09089404364593084, "mask_rcnn/false_positive": 0.15658473432088432, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7269822042435408, "total_loss": 1.6466896883648587} {"data_time": 0.010440601967275143, "eta_seconds": 98981.1931836931, "iteration": 133559, "loss_fcos_cls": 0.2476531753782183, "loss_fcos_ctr": 0.6199995437636971, "loss_fcos_loc": 0.19475851859897375, "loss_mask": 0.2630215184763074, "loss_maskiou": 0.005740192529628985, "loss_sem_seg": 0.2619371470063925, "lr": 0.01, "mask_rcnn/accuracy": 0.8852068788041532, "mask_rcnn/false_negative": 0.07841612336260306, "mask_rcnn/false_positive": 0.1621939219556158, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.25, "time": 0.7302186423912644, "total_loss": 1.6210878171623335} {"data_time": 0.009036476723849773, "eta_seconds": 99003.19700011984, "iteration": 133579, "loss_fcos_cls": 0.23650307318894193, "loss_fcos_ctr": 0.618642894551158, "loss_fcos_loc": 0.18844942119903862, "loss_mask": 0.25468001840636134, "loss_maskiou": 0.005038303315814119, "loss_sem_seg": 0.26789493719115853, "lr": 0.01, "mask_rcnn/accuracy": 0.89151762923752, "mask_rcnn/false_negative": 0.09234954321484587, "mask_rcnn/false_positive": 0.1109040403141528, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.25, "time": 0.735267180018127, "total_loss": 1.5587977390605374} {"data_time": 0.009277540259063244, "eta_seconds": 99008.71769865509, "iteration": 133599, "loss_fcos_cls": 0.24920703656971455, "loss_fcos_ctr": 0.6193782668560743, "loss_fcos_loc": 0.19008990586735308, "loss_mask": 0.2626621602103114, "loss_maskiou": 0.0056284424717887305, "loss_sem_seg": 0.26870194263756275, "lr": 0.01, "mask_rcnn/accuracy": 0.8696119210609843, "mask_rcnn/false_negative": 0.10026500754968443, "mask_rcnn/false_positive": 0.15939276932579632, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7256742855533957, "total_loss": 1.5926925380645116} {"data_time": 0.010079892352223396, "eta_seconds": 98985.2679617228, "iteration": 133619, "loss_fcos_cls": 0.23660273634595796, "loss_fcos_ctr": 0.6155264005064964, "loss_fcos_loc": 0.17847821582108736, "loss_mask": 0.2556036068126559, "loss_maskiou": 0.005795775796286762, "loss_sem_seg": 0.27441697963513434, "lr": 0.01, "mask_rcnn/accuracy": 0.8993113578183887, "mask_rcnn/false_negative": 0.08164197899494614, "mask_rcnn/false_positive": 0.11207482811717558, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.0, "time": 0.7232870273292065, "total_loss": 1.5516998140592477} {"data_time": 0.009998537600040436, "eta_seconds": 98991.08556676749, "iteration": 133639, "loss_fcos_cls": 0.26079523493535817, "loss_fcos_ctr": 0.6199842998757958, "loss_fcos_loc": 0.19714611658127978, "loss_mask": 0.26912485249340534, "loss_maskiou": 0.005631558022287209, "loss_sem_seg": 0.3030249965377152, "lr": 0.01, "mask_rcnn/accuracy": 0.8822365440803479, "mask_rcnn/false_negative": 0.09405591503003499, "mask_rcnn/false_positive": 0.13939968030312, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.75, "time": 0.7402876270934939, "total_loss": 1.6559875756502151} {"data_time": 0.011147649958729744, "eta_seconds": 98956.23597985972, "iteration": 133659, "loss_fcos_cls": 0.24602346192114055, "loss_fcos_ctr": 0.6176170380786061, "loss_fcos_loc": 0.1841595929581672, "loss_mask": 0.2567211268469691, "loss_maskiou": 0.005290944078296889, "loss_sem_seg": 0.2730410185176879, "lr": 0.01, "mask_rcnn/accuracy": 0.9091459116541354, "mask_rcnn/false_negative": 0.09163694986425439, "mask_rcnn/false_positive": 0.10430109577199806, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.5, "time": 0.7284510415047407, "total_loss": 1.608672422280506} {"data_time": 0.01003769040107727, "eta_seconds": 98894.13912236225, "iteration": 133679, "loss_fcos_cls": 0.23236207640729845, "loss_fcos_ctr": 0.6173443859443069, "loss_fcos_loc": 0.18634826049674302, "loss_mask": 0.2472340138629079, "loss_maskiou": 0.004746210439179777, "loss_sem_seg": 0.25505422428250313, "lr": 0.01, "mask_rcnn/accuracy": 0.8948372581147745, "mask_rcnn/false_negative": 0.08673166585263598, "mask_rcnn/false_positive": 0.14515667501991053, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.5, "time": 0.7253882233053446, "total_loss": 1.5659952027708641} {"data_time": 0.010518456809222698, "eta_seconds": 98904.95290452708, "iteration": 133699, "loss_fcos_cls": 0.236972390091978, "loss_fcos_ctr": 0.6174422297626734, "loss_fcos_loc": 0.18329135421663523, "loss_mask": 0.2694999957457185, "loss_maskiou": 0.005620623953291215, "loss_sem_seg": 0.2762579892296344, "lr": 0.01, "mask_rcnn/accuracy": 0.8847403105979235, "mask_rcnn/false_negative": 0.08072803497213545, "mask_rcnn/false_positive": 0.13491630593405046, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 37.75, "time": 0.7446026904508471, "total_loss": 1.6109899649673025} {"data_time": 0.01043706201016903, "eta_seconds": 98832.86601519305, "iteration": 133719, "loss_fcos_cls": 0.2327309058746323, "loss_fcos_ctr": 0.6176013071089983, "loss_fcos_loc": 0.18844909290783107, "loss_mask": 0.26513552386313677, "loss_maskiou": 0.004785313314641826, "loss_sem_seg": 0.2726917378604412, "lr": 0.01, "mask_rcnn/accuracy": 0.8811133246144955, "mask_rcnn/false_negative": 0.08530901133034749, "mask_rcnn/false_positive": 0.13867318740085588, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.0, "time": 0.7212361032143235, "total_loss": 1.5894205901859095} {"data_time": 0.009421591646969318, "eta_seconds": 98799.64837646019, "iteration": 133739, "loss_fcos_cls": 0.24757138290442526, "loss_fcos_ctr": 0.6205799942836165, "loss_fcos_loc": 0.19453800120390952, "loss_mask": 0.2560954038053751, "loss_maskiou": 0.005460422742544324, "loss_sem_seg": 0.29841094138100743, "lr": 0.01, "mask_rcnn/accuracy": 0.871593426407707, "mask_rcnn/false_negative": 0.09433997101016925, "mask_rcnn/false_positive": 0.15930676094460167, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7348949434235692, "total_loss": 1.6383165999286575} {"data_time": 0.009925898164510727, "eta_seconds": 98749.98174575716, "iteration": 133759, "loss_fcos_cls": 0.24414567847270519, "loss_fcos_ctr": 0.6199061367660761, "loss_fcos_loc": 0.19142012763768435, "loss_mask": 0.24954665312543511, "loss_maskiou": 0.004743330748169683, "loss_sem_seg": 0.2693878305144608, "lr": 0.01, "mask_rcnn/accuracy": 0.8791603064858879, "mask_rcnn/false_negative": 0.11173765287327383, "mask_rcnn/false_positive": 0.15883080889699402, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7119826497510076, "total_loss": 1.599036037161568} {"data_time": 0.0095477644354105, "eta_seconds": 98704.15640274994, "iteration": 133779, "loss_fcos_cls": 0.26147101423703134, "loss_fcos_ctr": 0.6182922748848796, "loss_fcos_loc": 0.18678380525670946, "loss_mask": 0.2602030700072646, "loss_maskiou": 0.005365269025787711, "loss_sem_seg": 0.3055860954336822, "lr": 0.01, "mask_rcnn/accuracy": 0.8871804657217578, "mask_rcnn/false_negative": 0.0728317742011772, "mask_rcnn/false_positive": 0.1686971461053443, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.25, "time": 0.7301618000492454, "total_loss": 1.6167315367420088} {"data_time": 0.010066154412925243, "eta_seconds": 98689.66463475488, "iteration": 133799, "loss_fcos_cls": 0.2453080420382321, "loss_fcos_ctr": 0.6182883698493242, "loss_fcos_loc": 0.1924782230053097, "loss_mask": 0.2622619830071926, "loss_maskiou": 0.005489744558872189, "loss_sem_seg": 0.2716013942845166, "lr": 0.01, "mask_rcnn/accuracy": 0.8750695855672778, "mask_rcnn/false_negative": 0.09318819818576429, "mask_rcnn/false_positive": 0.15329522480332905, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.0, "time": 0.7390109403058887, "total_loss": 1.6115336878501694} {"data_time": 0.010954408906400204, "eta_seconds": 98675.17286675982, "iteration": 133819, "loss_fcos_cls": 0.24514358560554683, "loss_fcos_ctr": 0.6171577195636928, "loss_fcos_loc": 0.18435602204408497, "loss_mask": 0.2617409909144044, "loss_maskiou": 0.004858947624597931, "loss_sem_seg": 0.309058491140604, "lr": 0.01, "mask_rcnn/accuracy": 0.8794758381019903, "mask_rcnn/false_negative": 0.10878471367383938, "mask_rcnn/false_positive": 0.10987255536492138, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.75, "time": 0.7219507107511163, "total_loss": 1.6166424961847952} {"data_time": 0.011234467849135399, "eta_seconds": 98642.93355818465, "iteration": 133839, "loss_fcos_cls": 0.24884007032960653, "loss_fcos_ctr": 0.6190882697701454, "loss_fcos_loc": 0.1923876996152103, "loss_mask": 0.2598859602585435, "loss_maskiou": 0.005706461473891977, "loss_sem_seg": 0.2972344486042857, "lr": 0.01, "mask_rcnn/accuracy": 0.8668013221772226, "mask_rcnn/false_negative": 0.0993877141624046, "mask_rcnn/false_positive": 0.16897771150540697, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.25, "time": 0.7156088342890143, "total_loss": 1.6333342766483838} {"data_time": 0.011134487576782703, "eta_seconds": 98646.1893307697, "iteration": 133859, "loss_fcos_cls": 0.2423940934240818, "loss_fcos_ctr": 0.6193859223276377, "loss_fcos_loc": 0.19372523529455066, "loss_mask": 0.2622266886755824, "loss_maskiou": 0.00544166928739287, "loss_sem_seg": 0.2812197518069297, "lr": 0.01, "mask_rcnn/accuracy": 0.875440600983273, "mask_rcnn/false_negative": 0.11506323093418314, "mask_rcnn/false_positive": 0.13997395966255313, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 40.0, "time": 0.759359510615468, "total_loss": 1.6078191565466113} {"data_time": 0.010022851638495922, "eta_seconds": 98631.69756277464, "iteration": 133879, "loss_fcos_cls": 0.2402580906637013, "loss_fcos_ctr": 0.6209216481074691, "loss_fcos_loc": 0.19079613499343395, "loss_mask": 0.27532381284981966, "loss_maskiou": 0.005353206186555326, "loss_sem_seg": 0.2642293651588261, "lr": 0.01, "mask_rcnn/accuracy": 0.8864198022959184, "mask_rcnn/false_negative": 0.10952905696872856, "mask_rcnn/false_positive": 0.13095027299673384, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.25, "time": 0.726029172539711, "total_loss": 1.5942172876093537} {"data_time": 0.00997035950422287, "eta_seconds": 98561.7851723358, "iteration": 133899, "loss_fcos_cls": 0.25168207264505327, "loss_fcos_ctr": 0.6166766844689846, "loss_fcos_loc": 0.18748421128839254, "loss_mask": 0.2638373337686062, "loss_maskiou": 0.005142800611793064, "loss_sem_seg": 0.26291738578584045, "lr": 0.01, "mask_rcnn/accuracy": 0.881852452326312, "mask_rcnn/false_negative": 0.09445389189054032, "mask_rcnn/false_positive": 0.14749899988947163, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.0, "time": 0.7040516976267099, "total_loss": 1.5994415143795777} {"data_time": 0.009999806061387062, "eta_seconds": 98496.87661126629, "iteration": 133919, "loss_fcos_cls": 0.24237462086603045, "loss_fcos_ctr": 0.6190148955211043, "loss_fcos_loc": 0.19018850976135582, "loss_mask": 0.25640055956318974, "loss_maskiou": 0.004653088544728234, "loss_sem_seg": 0.25563516933470964, "lr": 0.01, "mask_rcnn/accuracy": 0.878310672094925, "mask_rcnn/false_negative": 0.08747659011044395, "mask_rcnn/false_positive": 0.13120216549698052, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.5, "time": 0.7039421377703547, "total_loss": 1.5773763622819388} {"data_time": 0.009849132038652897, "eta_seconds": 98479.81993984431, "iteration": 133939, "loss_fcos_cls": 0.25668064737692475, "loss_fcos_ctr": 0.6202454539015889, "loss_fcos_loc": 0.18775563372764736, "loss_mask": 0.2566303629428148, "loss_maskiou": 0.004872178593359422, "loss_sem_seg": 0.2694851099513471, "lr": 0.01, "mask_rcnn/accuracy": 0.8849117908032778, "mask_rcnn/false_negative": 0.09558476717130149, "mask_rcnn/false_positive": 0.1519090987790652, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.75, "time": 0.7414365401491523, "total_loss": 1.5972702919316362} {"data_time": 0.00917273573577404, "eta_seconds": 98467.92418539897, "iteration": 133959, "loss_fcos_cls": 0.24683433212339878, "loss_fcos_ctr": 0.6199727216735482, "loss_fcos_loc": 0.18613530736183748, "loss_mask": 0.25742567935958505, "loss_maskiou": 0.005509159127541352, "loss_sem_seg": 0.2898500543087721, "lr": 0.01, "mask_rcnn/accuracy": 0.8804237622120195, "mask_rcnn/false_negative": 0.10661865541193691, "mask_rcnn/false_positive": 0.1278236103324074, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.25, "time": 0.705733840353787, "total_loss": 1.5902210420390475} {"data_time": 0.010050498880445957, "eta_seconds": 98453.4479724653, "iteration": 133979, "loss_fcos_cls": 0.24121798784472048, "loss_fcos_ctr": 0.6181481257081032, "loss_fcos_loc": 0.1815628899494186, "loss_mask": 0.2472288436256349, "loss_maskiou": 0.00508285404794151, "loss_sem_seg": 0.23902605986222625, "lr": 0.01, "mask_rcnn/accuracy": 0.8901571275726924, "mask_rcnn/false_negative": 0.10745676041711588, "mask_rcnn/false_positive": 0.12290657702336755, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7125477539375424, "total_loss": 1.5329533142867149} {"data_time": 0.010566073469817638, "eta_seconds": 98436.3924389705, "iteration": 133999, "loss_fcos_cls": 0.2528088417602703, "loss_fcos_ctr": 0.6212424715049565, "loss_fcos_loc": 0.2022636333713308, "loss_mask": 0.2639835015870631, "loss_maskiou": 0.0055335529541480355, "loss_sem_seg": 0.2764925630763173, "lr": 0.01, "mask_rcnn/accuracy": 0.8823052658563426, "mask_rcnn/false_negative": 0.08901500694937103, "mask_rcnn/false_positive": 0.144104013588276, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.75, "time": 0.7258267840370536, "total_loss": 1.616224572309875} {"data_time": 0.010198620148003101, "eta_seconds": 98384.07718987204, "iteration": 134019, "loss_fcos_cls": 0.24067457509227097, "loss_fcos_ctr": 0.6179897701367736, "loss_fcos_loc": 0.18733481434173882, "loss_mask": 0.26253096107393503, "loss_maskiou": 0.004996996736736037, "loss_sem_seg": 0.2819811843219213, "lr": 0.01, "mask_rcnn/accuracy": 0.8786956665783197, "mask_rcnn/false_negative": 0.11136732818454914, "mask_rcnn/false_positive": 0.14200855115937286, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.7184922927990556, "total_loss": 1.6060197604601854} {"data_time": 0.01019405946135521, "eta_seconds": 98372.49165932834, "iteration": 134039, "loss_fcos_cls": 0.25260335369966924, "loss_fcos_ctr": 0.6207287292927504, "loss_fcos_loc": 0.1988766728900373, "loss_mask": 0.2560745691880584, "loss_maskiou": 0.00525504839970381, "loss_sem_seg": 0.2501472467556596, "lr": 0.01, "mask_rcnn/accuracy": 0.8908445256312356, "mask_rcnn/false_negative": 0.11050521843504987, "mask_rcnn/false_positive": 0.11355766991882402, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.7207937501370907, "total_loss": 1.5786950333167624} {"data_time": 0.009486328810453415, "eta_seconds": 98355.13665341772, "iteration": 134059, "loss_fcos_cls": 0.2526814127340913, "loss_fcos_ctr": 0.619583579711616, "loss_fcos_loc": 0.19095643504988402, "loss_mask": 0.26057561626657844, "loss_maskiou": 0.005423008940852014, "loss_sem_seg": 0.26977977785281837, "lr": 0.01, "mask_rcnn/accuracy": 0.8984135413102285, "mask_rcnn/false_negative": 0.07842076879339127, "mask_rcnn/false_positive": 0.13883349900893716, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.0, "time": 0.723838142119348, "total_loss": 1.591919987966321} {"data_time": 0.009969004429876804, "eta_seconds": 98331.41799042933, "iteration": 134079, "loss_fcos_cls": 0.23655669135041535, "loss_fcos_ctr": 0.6193120358511806, "loss_fcos_loc": 0.19510485389037058, "loss_mask": 0.26640021009370685, "loss_maskiou": 0.005037460854509845, "loss_sem_seg": 0.24819818348623812, "lr": 0.01, "mask_rcnn/accuracy": 0.8777379817617964, "mask_rcnn/false_negative": 0.08921601431086021, "mask_rcnn/false_positive": 0.13646565110629655, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7081384109333158, "total_loss": 1.572114213162422} {"data_time": 0.010026419535279274, "eta_seconds": 98251.81204463169, "iteration": 134099, "loss_fcos_cls": 0.24424824165180326, "loss_fcos_ctr": 0.6168721877038479, "loss_fcos_loc": 0.18634829379152507, "loss_mask": 0.24087772285565734, "loss_maskiou": 0.00570247816722258, "loss_sem_seg": 0.24692474398761988, "lr": 0.01, "mask_rcnn/accuracy": 0.8950807153259821, "mask_rcnn/false_negative": 0.08376128678104175, "mask_rcnn/false_positive": 0.13349776000148, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 41.75, "time": 0.7149030137807131, "total_loss": 1.5719726191055088} {"data_time": 0.010034171864390373, "eta_seconds": 98215.7370077623, "iteration": 134119, "loss_fcos_cls": 0.23629453172907233, "loss_fcos_ctr": 0.6193955196067691, "loss_fcos_loc": 0.19345225300639868, "loss_mask": 0.2660381803289056, "loss_maskiou": 0.005575690214755014, "loss_sem_seg": 0.22983753425069153, "lr": 0.01, "mask_rcnn/accuracy": 0.8806797322103443, "mask_rcnn/false_negative": 0.09024146506441619, "mask_rcnn/false_positive": 0.15045191664971375, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 36.5, "time": 0.7443869160488248, "total_loss": 1.5489024455018807} {"data_time": 0.008710349909961224, "eta_seconds": 98190.15694635361, "iteration": 134139, "loss_fcos_cls": 0.2441036965465173, "loss_fcos_ctr": 0.6176149751991034, "loss_fcos_loc": 0.1913492134772241, "loss_mask": 0.26420478895306587, "loss_maskiou": 0.0055972134359763, "loss_sem_seg": 0.27986626187339425, "lr": 0.01, "mask_rcnn/accuracy": 0.9162817153888583, "mask_rcnn/false_negative": 0.07480042214168221, "mask_rcnn/false_positive": 0.11694810153496688, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.7438020566478372, "total_loss": 1.5903536484984215} {"data_time": 0.010460712015628815, "eta_seconds": 98175.70244403929, "iteration": 134159, "loss_fcos_cls": 0.24321182211861014, "loss_fcos_ctr": 0.6165373018011451, "loss_fcos_loc": 0.1854192487662658, "loss_mask": 0.26105003990232944, "loss_maskiou": 0.005351341846107971, "loss_sem_seg": 0.26805343804880977, "lr": 0.01, "mask_rcnn/accuracy": 0.8895016492835666, "mask_rcnn/false_negative": 0.08930493167059422, "mask_rcnn/false_positive": 0.1243458469793185, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.7193874651566148, "total_loss": 1.5910216967968154} {"data_time": 0.00929773785173893, "eta_seconds": 98161.24794172496, "iteration": 134179, "loss_fcos_cls": 0.24230686109513044, "loss_fcos_ctr": 0.6199486972764134, "loss_fcos_loc": 0.189417079789564, "loss_mask": 0.2757874680683017, "loss_maskiou": 0.005664308031555265, "loss_sem_seg": 0.2753797620534897, "lr": 0.01, "mask_rcnn/accuracy": 0.8902741280458671, "mask_rcnn/false_negative": 0.09017433439055844, "mask_rcnn/false_positive": 0.10805928211040969, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.5, "time": 0.7105646654963493, "total_loss": 1.5953772614884656} {"data_time": 0.009550362825393677, "eta_seconds": 98128.86984745692, "iteration": 134199, "loss_fcos_cls": 0.24107452086172998, "loss_fcos_ctr": 0.6202228125184774, "loss_fcos_loc": 0.188935685204342, "loss_mask": 0.26274558529257774, "loss_maskiou": 0.005697135042282753, "loss_sem_seg": 0.26356860157102346, "lr": 0.01, "mask_rcnn/accuracy": 0.8924923662646878, "mask_rcnn/false_negative": 0.09326553611028505, "mask_rcnn/false_positive": 0.12207262077059373, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7255334053188562, "total_loss": 1.5875388555941754} {"data_time": 0.009634013287723064, "eta_seconds": 98149.20474124793, "iteration": 134219, "loss_fcos_cls": 0.2504703833255917, "loss_fcos_ctr": 0.6179417110979557, "loss_fcos_loc": 0.1931261986028403, "loss_mask": 0.2753864089027047, "loss_maskiou": 0.00567666617280338, "loss_sem_seg": 0.2537766080349684, "lr": 0.01, "mask_rcnn/accuracy": 0.8920556398234969, "mask_rcnn/false_negative": 0.09247068042952178, "mask_rcnn/false_positive": 0.14084258936208421, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.5, "time": 0.7426584390923381, "total_loss": 1.6027320338835125} {"data_time": 0.010360660962760448, "eta_seconds": 98171.73508555815, "iteration": 134239, "loss_fcos_cls": 0.2655407327692956, "loss_fcos_ctr": 0.6161525282077491, "loss_fcos_loc": 0.19758212310262024, "loss_mask": 0.2505190307274461, "loss_maskiou": 0.00587044884741772, "loss_sem_seg": 0.2631590536329895, "lr": 0.01, "mask_rcnn/accuracy": 0.9004163123582767, "mask_rcnn/false_negative": 0.07797617069958801, "mask_rcnn/false_positive": 0.13231812478335836, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 24.75, "time": 0.7307505598291755, "total_loss": 1.5993152195878793} {"data_time": 0.010262585245072842, "eta_seconds": 98208.8761140285, "iteration": 134259, "loss_fcos_cls": 0.26717480178922415, "loss_fcos_ctr": 0.6245106924325228, "loss_fcos_loc": 0.20232524815946817, "loss_mask": 0.2681564949452877, "loss_maskiou": 0.005259840181679465, "loss_sem_seg": 0.30593187641352415, "lr": 0.01, "mask_rcnn/accuracy": 0.886261470734127, "mask_rcnn/false_negative": 0.0992066560818114, "mask_rcnn/false_positive": 0.1124311324972552, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.0, "time": 0.7409740388393402, "total_loss": 1.6675668207608396} {"data_time": 0.010071251541376114, "eta_seconds": 98151.93060886767, "iteration": 134279, "loss_fcos_cls": 0.2629116156604141, "loss_fcos_ctr": 0.6198735563084483, "loss_fcos_loc": 0.19376631418708712, "loss_mask": 0.27263864362612367, "loss_maskiou": 0.005763458204455674, "loss_sem_seg": 0.26956310775130987, "lr": 0.01, "mask_rcnn/accuracy": 0.8687063096342433, "mask_rcnn/false_negative": 0.10604708413064304, "mask_rcnn/false_positive": 0.15025216512861977, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.75, "time": 0.7199360243976116, "total_loss": 1.6102001173785538} {"data_time": 0.009537270292639732, "eta_seconds": 98128.34777915105, "iteration": 134299, "loss_fcos_cls": 0.237954196985811, "loss_fcos_ctr": 0.6199194823857397, "loss_fcos_loc": 0.19314107042737305, "loss_mask": 0.2584067517891526, "loss_maskiou": 0.005132957863679621, "loss_sem_seg": 0.2808540351688862, "lr": 0.01, "mask_rcnn/accuracy": 0.90461994037978, "mask_rcnn/false_negative": 0.07838564443703055, "mask_rcnn/false_positive": 0.12064635663707782, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.5, "time": 0.7281102137640119, "total_loss": 1.6213807033454941} {"data_time": 0.01081538014113903, "eta_seconds": 98147.66691609286, "iteration": 134319, "loss_fcos_cls": 0.2420834149233997, "loss_fcos_ctr": 0.6190686691552401, "loss_fcos_loc": 0.19259311020141467, "loss_mask": 0.25548934284597635, "loss_maskiou": 0.0053338491707108915, "loss_sem_seg": 0.2689335341565311, "lr": 0.01, "mask_rcnn/accuracy": 0.8717039000066046, "mask_rcnn/false_negative": 0.1035484747053192, "mask_rcnn/false_positive": 0.1323171754505586, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 38.25, "time": 0.7331748837605119, "total_loss": 1.567413440468954} {"data_time": 0.010470359586179256, "eta_seconds": 98155.43127070367, "iteration": 134339, "loss_fcos_cls": 0.24428745359182358, "loss_fcos_ctr": 0.621101182885468, "loss_fcos_loc": 0.19483737787231803, "loss_mask": 0.2652896558865905, "loss_maskiou": 0.006034887599525973, "loss_sem_seg": 0.25436917529441416, "lr": 0.01, "mask_rcnn/accuracy": 0.8949406779445045, "mask_rcnn/false_negative": 0.09202878669619222, "mask_rcnn/false_positive": 0.12434753066355117, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.5, "time": 0.7292107054963708, "total_loss": 1.5977489620127017} {"data_time": 0.009961120784282684, "eta_seconds": 98153.07620661333, "iteration": 134359, "loss_fcos_cls": 0.2341569340787828, "loss_fcos_ctr": 0.6201137737371027, "loss_fcos_loc": 0.1885400505270809, "loss_mask": 0.2502648998051882, "loss_maskiou": 0.005423162954684813, "loss_sem_seg": 0.24569802405312657, "lr": 0.01, "mask_rcnn/accuracy": 0.8831392215676608, "mask_rcnn/false_negative": 0.10447884727684159, "mask_rcnn/false_positive": 0.14890536330005882, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.25, "time": 0.7222461681813002, "total_loss": 1.5785080185742117} {"data_time": 0.010317529551684856, "eta_seconds": 98122.05588186812, "iteration": 134379, "loss_fcos_cls": 0.2312516535166651, "loss_fcos_ctr": 0.618844099342823, "loss_fcos_loc": 0.1885078881168738, "loss_mask": 0.2657263558357954, "loss_maskiou": 0.0053290900541469455, "loss_sem_seg": 0.2840347730088979, "lr": 0.01, "mask_rcnn/accuracy": 0.8778898278061225, "mask_rcnn/false_negative": 0.0833511475846333, "mask_rcnn/false_positive": 0.12171337028050766, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.5, "time": 0.7032137019559741, "total_loss": 1.5919025505863829} {"data_time": 0.010234414599835873, "eta_seconds": 98099.9154723715, "iteration": 134399, "loss_fcos_cls": 0.2454429066274315, "loss_fcos_ctr": 0.6186853777617216, "loss_fcos_loc": 0.18346742796711624, "loss_mask": 0.25730982329696417, "loss_maskiou": 0.005238308651314583, "loss_sem_seg": 0.23686408787034452, "lr": 0.01, "mask_rcnn/accuracy": 0.8931691798006332, "mask_rcnn/false_negative": 0.08756823515767814, "mask_rcnn/false_positive": 0.1081017472561423, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7125260028988123, "total_loss": 1.5483120416938618} {"data_time": 0.01096869632601738, "eta_seconds": 98156.22928790562, "iteration": 134419, "loss_fcos_cls": 0.26618350949138403, "loss_fcos_ctr": 0.6184601513668895, "loss_fcos_loc": 0.19501667958684266, "loss_mask": 0.2826416827738285, "loss_maskiou": 0.005535661795875058, "loss_sem_seg": 0.28310002898797393, "lr": 0.01, "mask_rcnn/accuracy": 0.8606273354412187, "mask_rcnn/false_negative": 0.1138181494546826, "mask_rcnn/false_positive": 0.15005147238474348, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.7409284459426999, "total_loss": 1.6743076094280696} {"data_time": 0.010007699020206928, "eta_seconds": 98111.35576368682, "iteration": 134439, "loss_fcos_cls": 0.2554285079240799, "loss_fcos_ctr": 0.6201922902837396, "loss_fcos_loc": 0.18771666195243597, "loss_mask": 0.2548824390396476, "loss_maskiou": 0.005161772067367565, "loss_sem_seg": 0.26241270499303937, "lr": 0.01, "mask_rcnn/accuracy": 0.8793386672850958, "mask_rcnn/false_negative": 0.0900985906702331, "mask_rcnn/false_positive": 0.15304409252777768, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.0, "time": 0.7113964473828673, "total_loss": 1.6056070103586535} {"data_time": 0.009550251998007298, "eta_seconds": 98126.53718015924, "iteration": 134459, "loss_fcos_cls": 0.2569272967521101, "loss_fcos_ctr": 0.6163544750306755, "loss_fcos_loc": 0.1923349949065596, "loss_mask": 0.2652756725437939, "loss_maskiou": 0.005505839952093083, "loss_sem_seg": 0.2688220515847206, "lr": 0.01, "mask_rcnn/accuracy": 0.8873665620094191, "mask_rcnn/false_negative": 0.07873845218384859, "mask_rcnn/false_positive": 0.14474522303574194, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.5, "time": 0.7298762863501906, "total_loss": 1.6061625968804947} {"data_time": 0.010396752506494522, "eta_seconds": 98082.40603455715, "iteration": 134479, "loss_fcos_cls": 0.2394870578427799, "loss_fcos_ctr": 0.6202016873285174, "loss_fcos_loc": 0.1903583938255906, "loss_mask": 0.2464727172628045, "loss_maskiou": 0.004537790220638271, "loss_sem_seg": 0.26219756761565804, "lr": 0.01, "mask_rcnn/accuracy": 0.8905335282261053, "mask_rcnn/false_negative": 0.09120521145365251, "mask_rcnn/false_positive": 0.13977912710576212, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.5, "time": 0.7175251338630915, "total_loss": 1.5686485341138905} {"data_time": 0.010183949954807758, "eta_seconds": 98048.89387592487, "iteration": 134499, "loss_fcos_cls": 0.24166699405759573, "loss_fcos_ctr": 0.6167798554524779, "loss_fcos_loc": 0.182491063431371, "loss_mask": 0.2510764501057565, "loss_maskiou": 0.005241216036665719, "loss_sem_seg": 0.25688116112723947, "lr": 0.01, "mask_rcnn/accuracy": 0.8949837138245129, "mask_rcnn/false_negative": 0.10328745235800282, "mask_rcnn/false_positive": 0.11548373597960634, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.75, "time": 0.6956254802644253, "total_loss": 1.5841461594354769} {"data_time": 0.01013365387916565, "eta_seconds": 98202.92096594535, "iteration": 134519, "loss_fcos_cls": 0.23857723246328533, "loss_fcos_ctr": 0.6166464788839221, "loss_fcos_loc": 0.1874730617273599, "loss_mask": 0.26220486406236887, "loss_maskiou": 0.005523905987502076, "loss_sem_seg": 0.2609517043456435, "lr": 0.01, "mask_rcnn/accuracy": 0.8710500329163924, "mask_rcnn/false_negative": 0.07950058793929136, "mask_rcnn/false_positive": 0.1809904428668785, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.25, "time": 0.7344862530007958, "total_loss": 1.588595057866769} {"data_time": 0.010356741957366467, "eta_seconds": 98188.42403708212, "iteration": 134539, "loss_fcos_cls": 0.23098477243911475, "loss_fcos_ctr": 0.6165137281641364, "loss_fcos_loc": 0.18218850856646895, "loss_mask": 0.259684378746897, "loss_maskiou": 0.005686816959496355, "loss_sem_seg": 0.2572924289852381, "lr": 0.01, "mask_rcnn/accuracy": 0.903560756459842, "mask_rcnn/false_negative": 0.0798022585425904, "mask_rcnn/false_positive": 0.12750017960711335, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.75, "time": 0.7281806161627173, "total_loss": 1.5648086060537025} {"data_time": 0.010581973008811474, "eta_seconds": 98152.47624394018, "iteration": 134559, "loss_fcos_cls": 0.24454274587333202, "loss_fcos_ctr": 0.6187941562384367, "loss_fcos_loc": 0.18899534980300814, "loss_mask": 0.26350047159940004, "loss_maskiou": 0.005459652922581881, "loss_sem_seg": 0.26061714778188616, "lr": 0.01, "mask_rcnn/accuracy": 0.8888379030473978, "mask_rcnn/false_negative": 0.08174239305773989, "mask_rcnn/false_positive": 0.13398594973185657, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 23.5, "time": 0.7199054071679711, "total_loss": 1.613970839236572} {"data_time": 0.009796453639864922, "eta_seconds": 98128.50401247945, "iteration": 134579, "loss_fcos_cls": 0.2523056461941451, "loss_fcos_ctr": 0.6179828364402056, "loss_fcos_loc": 0.18138410453684628, "loss_mask": 0.27397339697927237, "loss_maskiou": 0.006532138600960025, "loss_sem_seg": 0.24276933376677334, "lr": 0.01, "mask_rcnn/accuracy": 0.8579372538489081, "mask_rcnn/false_negative": 0.11844591315530928, "mask_rcnn/false_positive": 0.1539018606300952, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7226954251527786, "total_loss": 1.584668910370965} {"data_time": 0.009637346491217613, "eta_seconds": 98106.44931361172, "iteration": 134599, "loss_fcos_cls": 0.23453739867545664, "loss_fcos_ctr": 0.6202625064179301, "loss_fcos_loc": 0.1949422113248147, "loss_mask": 0.2556568309664726, "loss_maskiou": 0.005430588716990314, "loss_sem_seg": 0.26754093868657947, "lr": 0.01, "mask_rcnn/accuracy": 0.9084150431408085, "mask_rcnn/false_negative": 0.07564840501969379, "mask_rcnn/false_positive": 0.10697930843818207, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.722073394805193, "total_loss": 1.581416049055406} {"data_time": 0.010670643299818039, "eta_seconds": 98091.95806918759, "iteration": 134619, "loss_fcos_cls": 0.24479845049791038, "loss_fcos_ctr": 0.6201334688812494, "loss_fcos_loc": 0.1908118207938969, "loss_mask": 0.27067841682583094, "loss_maskiou": 0.005354925706342328, "loss_sem_seg": 0.28067157743498683, "lr": 0.01, "mask_rcnn/accuracy": 0.8750706882403311, "mask_rcnn/false_negative": 0.10192473050445369, "mask_rcnn/false_positive": 0.1362097445841413, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 31.5, "time": 0.7127483086660504, "total_loss": 1.6310919554598513} {"data_time": 0.009785383008420467, "eta_seconds": 98005.36043225043, "iteration": 134639, "loss_fcos_cls": 0.23021609615534544, "loss_fcos_ctr": 0.6193652972579002, "loss_fcos_loc": 0.1895095023792237, "loss_mask": 0.25604050047695637, "loss_maskiou": 0.005164567613974214, "loss_sem_seg": 0.2854100721888244, "lr": 0.01, "mask_rcnn/accuracy": 0.8869744721570565, "mask_rcnn/false_negative": 0.0732798159996399, "mask_rcnn/false_positive": 0.13882992049991794, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.75, "time": 0.7167522832751274, "total_loss": 1.6103417753256508} {"data_time": 0.009670321829617023, "eta_seconds": 97957.7300880896, "iteration": 134659, "loss_fcos_cls": 0.2652451600879431, "loss_fcos_ctr": 0.6215922590345144, "loss_fcos_loc": 0.19802280550356954, "loss_mask": 0.2607204457744956, "loss_maskiou": 0.0055131668341346085, "loss_sem_seg": 0.3056398378685117, "lr": 0.01, "mask_rcnn/accuracy": 0.8698826058201058, "mask_rcnn/false_negative": 0.09649425924362565, "mask_rcnn/false_positive": 0.15340603771475075, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7232004078105092, "total_loss": 1.6564948249506415} {"data_time": 0.009901577606797218, "eta_seconds": 97943.25439630542, "iteration": 134679, "loss_fcos_cls": 0.24837206106167287, "loss_fcos_ctr": 0.619237856939435, "loss_fcos_loc": 0.19806485413573682, "loss_mask": 0.2602809155359864, "loss_maskiou": 0.005069193444796838, "loss_sem_seg": 0.26732302363961935, "lr": 0.01, "mask_rcnn/accuracy": 0.8915289145002074, "mask_rcnn/false_negative": 0.08809124493719696, "mask_rcnn/false_positive": 0.10367981546015242, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.25, "time": 0.7331377305090427, "total_loss": 1.6316144186857855} {"data_time": 0.009611899964511395, "eta_seconds": 97890.53526277374, "iteration": 134699, "loss_fcos_cls": 0.2475923108868301, "loss_fcos_ctr": 0.6183693232014775, "loss_fcos_loc": 0.19044270971789956, "loss_mask": 0.2609315263107419, "loss_maskiou": 0.00570688271545805, "loss_sem_seg": 0.2590666557662189, "lr": 0.01, "mask_rcnn/accuracy": 0.8831877489098482, "mask_rcnn/false_negative": 0.09261207137947713, "mask_rcnn/false_positive": 0.1332793300126155, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7165474817156792, "total_loss": 1.5779524098761613} {"data_time": 0.011012289673089981, "eta_seconds": 97889.7012747433, "iteration": 134719, "loss_fcos_cls": 0.2382307022344321, "loss_fcos_ctr": 0.6200763247907162, "loss_fcos_loc": 0.1883632686221972, "loss_mask": 0.26314291078597307, "loss_maskiou": 0.00530082260229392, "loss_sem_seg": 0.263224967289716, "lr": 0.01, "mask_rcnn/accuracy": 0.8969897588395823, "mask_rcnn/false_negative": 0.08971790683491382, "mask_rcnn/false_positive": 0.1227055741405187, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.5, "time": 0.7257472993806005, "total_loss": 1.6143337198082008} {"data_time": 0.010300788097083569, "eta_seconds": 97861.59518538695, "iteration": 134739, "loss_fcos_cls": 0.24804790457710624, "loss_fcos_ctr": 0.6184281804598868, "loss_fcos_loc": 0.18258951979805715, "loss_mask": 0.25849268352612853, "loss_maskiou": 0.00508006673771888, "loss_sem_seg": 0.27542855171486735, "lr": 0.01, "mask_rcnn/accuracy": 0.8813150758973802, "mask_rcnn/false_negative": 0.11331547684354706, "mask_rcnn/false_positive": 0.1209139393554278, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7309941397979856, "total_loss": 1.5589685270606424} {"data_time": 0.010347669944167137, "eta_seconds": 97860.75716543756, "iteration": 134759, "loss_fcos_cls": 0.2614132398739457, "loss_fcos_ctr": 0.6167714139446616, "loss_fcos_loc": 0.180242617148906, "loss_mask": 0.2537551885470748, "loss_maskiou": 0.005173109966563061, "loss_sem_seg": 0.28210287587717175, "lr": 0.01, "mask_rcnn/accuracy": 0.8841685867895546, "mask_rcnn/false_negative": 0.0915409206988251, "mask_rcnn/false_positive": 0.13122263190386907, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.7131270859390497, "total_loss": 1.6481563970082789} {"data_time": 0.009891605004668236, "eta_seconds": 97820.16833742522, "iteration": 134779, "loss_fcos_cls": 0.25746070337481797, "loss_fcos_ctr": 0.6174283185973763, "loss_fcos_loc": 0.1888304885942489, "loss_mask": 0.2679048404097557, "loss_maskiou": 0.005824080057209358, "loss_sem_seg": 0.2955233473330736, "lr": 0.01, "mask_rcnn/accuracy": 0.8807511337868481, "mask_rcnn/false_negative": 0.09284650403127381, "mask_rcnn/false_positive": 0.1488145641922356, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7204410070553422, "total_loss": 1.6504111356662179} {"data_time": 0.010188381187617779, "eta_seconds": 97775.87234289106, "iteration": 134799, "loss_fcos_cls": 0.2530850819312036, "loss_fcos_ctr": 0.6196514433249831, "loss_fcos_loc": 0.19214306597132236, "loss_mask": 0.26109634060412645, "loss_maskiou": 0.005446369385026628, "loss_sem_seg": 0.25934855872765183, "lr": 0.01, "mask_rcnn/accuracy": 0.9022827289806212, "mask_rcnn/false_negative": 0.08860841206033304, "mask_rcnn/false_positive": 0.11369275657810923, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.0, "time": 0.7290178500115871, "total_loss": 1.6181822546350304} {"data_time": 0.009938003495335579, "eta_seconds": 97817.34100147896, "iteration": 134819, "loss_fcos_cls": 0.2633199323900044, "loss_fcos_ctr": 0.6200119848363101, "loss_fcos_loc": 0.18604422290809453, "loss_mask": 0.25266470294445753, "loss_maskiou": 0.0048740021002231515, "loss_sem_seg": 0.2793444599956274, "lr": 0.01, "mask_rcnn/accuracy": 0.8844708593140544, "mask_rcnn/false_negative": 0.11102532312024495, "mask_rcnn/false_positive": 0.12151431881018829, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.75, "time": 0.7435215776786208, "total_loss": 1.6055536259509608} {"data_time": 0.010256011970341206, "eta_seconds": 97890.47911743447, "iteration": 134839, "loss_fcos_cls": 0.25543965492397547, "loss_fcos_ctr": 0.6215669736266136, "loss_fcos_loc": 0.19742450560443103, "loss_mask": 0.25840633269399405, "loss_maskiou": 0.005902024611714296, "loss_sem_seg": 0.25081804022192955, "lr": 0.01, "mask_rcnn/accuracy": 0.8778820282672736, "mask_rcnn/false_negative": 0.08815177241778999, "mask_rcnn/false_positive": 0.15462713452514507, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.755904977209866, "total_loss": 1.5842058603375335} {"data_time": 0.010130682028830051, "eta_seconds": 97827.91147751268, "iteration": 134859, "loss_fcos_cls": 0.25478707044385374, "loss_fcos_ctr": 0.6177290380001068, "loss_fcos_loc": 0.19134902965743095, "loss_mask": 0.2750878455117345, "loss_maskiou": 0.005934302709647454, "loss_sem_seg": 0.2645472614094615, "lr": 0.01, "mask_rcnn/accuracy": 0.8906750939396029, "mask_rcnn/false_negative": 0.08038451242343563, "mask_rcnn/false_positive": 0.129181659198294, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 20.75, "time": 0.7228488530963659, "total_loss": 1.6069651181678637} {"data_time": 0.008665700443089008, "eta_seconds": 97831.59334642999, "iteration": 134879, "loss_fcos_cls": 0.2489740049932152, "loss_fcos_ctr": 0.61773188598454, "loss_fcos_loc": 0.186101020895876, "loss_mask": 0.25348335411399603, "loss_maskiou": 0.0053402863049996085, "loss_sem_seg": 0.2628405992873013, "lr": 0.01, "mask_rcnn/accuracy": 0.8792238384715588, "mask_rcnn/false_negative": 0.09225927707817079, "mask_rcnn/false_positive": 0.15481827517687358, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7303704088553786, "total_loss": 1.5714974642323796} {"data_time": 0.010134894400835037, "eta_seconds": 97847.02406200394, "iteration": 134899, "loss_fcos_cls": 0.24090317729860544, "loss_fcos_ctr": 0.6203432809561491, "loss_fcos_loc": 0.19344109925441444, "loss_mask": 0.265831692609936, "loss_maskiou": 0.005579914301051758, "loss_sem_seg": 0.25443550245836377, "lr": 0.01, "mask_rcnn/accuracy": 0.9016100119210718, "mask_rcnn/false_negative": 0.078441870309693, "mask_rcnn/false_positive": 0.13699123318430206, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.7204790450632572, "total_loss": 1.5705067058115674} {"data_time": 0.009396573528647423, "eta_seconds": 97869.86382774822, "iteration": 134919, "loss_fcos_cls": 0.24487396865151823, "loss_fcos_ctr": 0.6213850332424045, "loss_fcos_loc": 0.1966652653645724, "loss_mask": 0.26406152080744505, "loss_maskiou": 0.005040970019763336, "loss_sem_seg": 0.2932833945378661, "lr": 0.01, "mask_rcnn/accuracy": 0.8839742219793538, "mask_rcnn/false_negative": 0.10317515239843203, "mask_rcnn/false_positive": 0.14520152501781655, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.75, "time": 0.7299564443528652, "total_loss": 1.6097659775041393} {"data_time": 0.010215112008154392, "eta_seconds": 97882.22971482947, "iteration": 134939, "loss_fcos_cls": 0.25416743755340576, "loss_fcos_ctr": 0.6217283485457301, "loss_fcos_loc": 0.20268852938897908, "loss_mask": 0.26467501651495695, "loss_maskiou": 0.005251677590422332, "loss_sem_seg": 0.25223589164670557, "lr": 0.01, "mask_rcnn/accuracy": 0.886469061308734, "mask_rcnn/false_negative": 0.0839698861180938, "mask_rcnn/false_positive": 0.17090543346365322, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7575262309983373, "total_loss": 1.5991093505763274} {"data_time": 0.009590991772711277, "eta_seconds": 98072.9019841887, "iteration": 134959, "loss_fcos_cls": 0.25319736963137984, "loss_fcos_ctr": 0.6162521038204432, "loss_fcos_loc": 0.18059270537924021, "loss_mask": 0.265220754314214, "loss_maskiou": 0.005702247857698239, "loss_sem_seg": 0.2965997999999672, "lr": 0.01, "mask_rcnn/accuracy": 0.8909654368823001, "mask_rcnn/false_negative": 0.08791196318321666, "mask_rcnn/false_positive": 0.12528658690013722, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7468028999865055, "total_loss": 1.6383441237776424} {"data_time": 0.010059056803584099, "eta_seconds": 98086.69580146484, "iteration": 134979, "loss_fcos_cls": 0.2515987307706382, "loss_fcos_ctr": 0.6201308004092425, "loss_fcos_loc": 0.19680302607594058, "loss_mask": 0.26422384195029736, "loss_maskiou": 0.005362226140277926, "loss_sem_seg": 0.27038657921366394, "lr": 0.01, "mask_rcnn/accuracy": 0.8668895013362488, "mask_rcnn/false_negative": 0.12859352291235587, "mask_rcnn/false_positive": 0.14628965804357438, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7223689453676343, "total_loss": 1.5806595335961902} {"data_time": 0.010207206942141056, "eta_seconds": 98043.8521691002, "iteration": 134999, "loss_fcos_cls": 0.2515687155537307, "loss_fcos_ctr": 0.6212519630789757, "loss_fcos_loc": 0.19216428650543094, "loss_mask": 0.2673080717213452, "loss_maskiou": 0.005815724900458008, "loss_sem_seg": 0.27380510000512004, "lr": 0.01, "mask_rcnn/accuracy": 0.8606189655080085, "mask_rcnn/false_negative": 0.1078837160474135, "mask_rcnn/false_positive": 0.16310299744169166, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7176836105063558, "total_loss": 1.624853711873584} {"data_time": 0.009973671287298203, "eta_seconds": 98191.89754162356, "iteration": 135019, "loss_fcos_cls": 0.24627225811127573, "loss_fcos_ctr": 0.6195362224243581, "loss_fcos_loc": 0.18899975332897156, "loss_mask": 0.2707864549010992, "loss_maskiou": 0.005423671827884391, "loss_sem_seg": 0.28462667064741254, "lr": 0.01, "mask_rcnn/accuracy": 0.885458424441205, "mask_rcnn/false_negative": 0.0923515602347631, "mask_rcnn/false_positive": 0.14633910013096557, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.25, "time": 0.759216126985848, "total_loss": 1.612482043216005} {"data_time": 0.010041134431958199, "eta_seconds": 98177.34854620323, "iteration": 135039, "loss_fcos_cls": 0.23175425245426595, "loss_fcos_ctr": 0.6165498867630959, "loss_fcos_loc": 0.19100295403040946, "loss_mask": 0.26407086849212646, "loss_maskiou": 0.005533856485271826, "loss_sem_seg": 0.28060737578198314, "lr": 0.01, "mask_rcnn/accuracy": 0.8800855499649937, "mask_rcnn/false_negative": 0.1004531655899697, "mask_rcnn/false_positive": 0.12333961075345198, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7155546303838491, "total_loss": 1.5919632104014454} {"data_time": 0.008926866576075554, "eta_seconds": 98125.03513681516, "iteration": 135059, "loss_fcos_cls": 0.2450564739992842, "loss_fcos_ctr": 0.6183242069091648, "loss_fcos_loc": 0.19077544147148728, "loss_mask": 0.2712937695905566, "loss_maskiou": 0.005586283223237842, "loss_sem_seg": 0.2919077614787966, "lr": 0.01, "mask_rcnn/accuracy": 0.8822693569185915, "mask_rcnn/false_negative": 0.08792784745173657, "mask_rcnn/false_positive": 0.16113541029186373, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.721588620916009, "total_loss": 1.610037519800244} {"data_time": 0.010428748093545437, "eta_seconds": 98099.2697442323, "iteration": 135079, "loss_fcos_cls": 0.2456708032405004, "loss_fcos_ctr": 0.6179159739986062, "loss_fcos_loc": 0.1829189828131348, "loss_mask": 0.2463665003888309, "loss_maskiou": 0.004536295615253039, "loss_sem_seg": 0.2560453696642071, "lr": 0.01, "mask_rcnn/accuracy": 0.8896354716455548, "mask_rcnn/false_negative": 0.09243761720281436, "mask_rcnn/false_positive": 0.12865062809824596, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.7015671078115702, "total_loss": 1.5884004129620735} {"data_time": 0.009637606330215931, "eta_seconds": 98084.72800947726, "iteration": 135099, "loss_fcos_cls": 0.24347296636551619, "loss_fcos_ctr": 0.6190984202548862, "loss_fcos_loc": 0.196852273424156, "loss_mask": 0.26903944090008736, "loss_maskiou": 0.0057348877598997205, "loss_sem_seg": 0.27263052156195045, "lr": 0.01, "mask_rcnn/accuracy": 0.8859304237846823, "mask_rcnn/false_negative": 0.09503328272713821, "mask_rcnn/false_positive": 0.10416578549665538, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.5, "time": 0.7198128569871187, "total_loss": 1.5997061419475358} {"data_time": 0.009777427650988102, "eta_seconds": 98062.41279896162, "iteration": 135119, "loss_fcos_cls": 0.24754349538125098, "loss_fcos_ctr": 0.621647959575057, "loss_fcos_loc": 0.20007194951176643, "loss_mask": 0.2667265683412552, "loss_maskiou": 0.005493737626238726, "loss_sem_seg": 0.287243916769512, "lr": 0.01, "mask_rcnn/accuracy": 0.8954604460831952, "mask_rcnn/false_negative": 0.09057703654466559, "mask_rcnn/false_positive": 0.12552968956146487, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7237951280549169, "total_loss": 1.628813978692051} {"data_time": 0.009815850295126438, "eta_seconds": 98015.36378021445, "iteration": 135139, "loss_fcos_cls": 0.25845724903047085, "loss_fcos_ctr": 0.61734754499048, "loss_fcos_loc": 0.1854521376080811, "loss_mask": 0.27469906536862254, "loss_maskiou": 0.005939520015090238, "loss_sem_seg": 0.27830770798027515, "lr": 0.01, "mask_rcnn/accuracy": 0.888501738517421, "mask_rcnn/false_negative": 0.09561062870887173, "mask_rcnn/false_positive": 0.12966693253959405, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7373783914372325, "total_loss": 1.6279435333490255} {"data_time": 0.01001255214214325, "eta_seconds": 98070.42471409868, "iteration": 135159, "loss_fcos_cls": 0.24822059774305671, "loss_fcos_ctr": 0.6191903473809361, "loss_fcos_loc": 0.19115534098818898, "loss_mask": 0.2754939813166857, "loss_maskiou": 0.0061199555930215865, "loss_sem_seg": 0.24325292324647307, "lr": 0.01, "mask_rcnn/accuracy": 0.884533179423036, "mask_rcnn/false_negative": 0.07433602979425841, "mask_rcnn/false_positive": 0.13677880424990224, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.25, "time": 0.7541881175711751, "total_loss": 1.6103701306747098} {"data_time": 0.009440166875720024, "eta_seconds": 98037.77474733815, "iteration": 135179, "loss_fcos_cls": 0.25269838119857013, "loss_fcos_ctr": 0.6204292736947536, "loss_fcos_loc": 0.18857680063229054, "loss_mask": 0.26097998954355717, "loss_maskiou": 0.005025533373554936, "loss_sem_seg": 0.28011356852948666, "lr": 0.01, "mask_rcnn/accuracy": 0.8930677223719676, "mask_rcnn/false_negative": 0.07170984946308218, "mask_rcnn/false_positive": 0.12071529601734243, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 19.75, "time": 0.7110763266682625, "total_loss": 1.6228939158645517} {"data_time": 0.009566009044647217, "eta_seconds": 98059.06816180982, "iteration": 135199, "loss_fcos_cls": 0.25343779218383133, "loss_fcos_ctr": 0.6200331002473831, "loss_fcos_loc": 0.18928956473246217, "loss_mask": 0.2655695704743266, "loss_maskiou": 0.005327819068043027, "loss_sem_seg": 0.27390245674178004, "lr": 0.01, "mask_rcnn/accuracy": 0.8984521066491112, "mask_rcnn/false_negative": 0.09727784588168106, "mask_rcnn/false_positive": 0.12532887088246786, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.7438534293323755, "total_loss": 1.5985952933624503} {"data_time": 0.00995507650077343, "eta_seconds": 98008.68795084581, "iteration": 135219, "loss_fcos_cls": 0.23823828878812492, "loss_fcos_ctr": 0.618240094743669, "loss_fcos_loc": 0.17608623794512823, "loss_mask": 0.2620360804721713, "loss_maskiou": 0.00523844180861488, "loss_sem_seg": 0.2731103557161987, "lr": 0.01, "mask_rcnn/accuracy": 0.9041225318133341, "mask_rcnn/false_negative": 0.080957803279437, "mask_rcnn/false_positive": 0.10182073641809986, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.25, "time": 0.7269475255161524, "total_loss": 1.5649866549210856} {"data_time": 0.010063067078590393, "eta_seconds": 98029.97073132731, "iteration": 135239, "loss_fcos_cls": 0.24815040524117649, "loss_fcos_ctr": 0.6197236003354192, "loss_fcos_loc": 0.18768879072740674, "loss_mask": 0.2587384292855859, "loss_maskiou": 0.00591391261696117, "loss_sem_seg": 0.27183104027062654, "lr": 0.01, "mask_rcnn/accuracy": 0.8813419620080175, "mask_rcnn/false_negative": 0.09205653402401376, "mask_rcnn/false_positive": 0.15137432360083833, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.25, "time": 0.7412490854039788, "total_loss": 1.6097787569378852} {"data_time": 0.009602118283510208, "eta_seconds": 97997.69429477956, "iteration": 135259, "loss_fcos_cls": 0.236372847459279, "loss_fcos_ctr": 0.6209750035777688, "loss_fcos_loc": 0.18627254478633404, "loss_mask": 0.27448137663304806, "loss_maskiou": 0.005296424416883383, "loss_sem_seg": 0.28387431032024324, "lr": 0.01, "mask_rcnn/accuracy": 0.8853666466586635, "mask_rcnn/false_negative": 0.1040772936639265, "mask_rcnn/false_positive": 0.14081236570928585, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.0, "time": 0.7485420061275363, "total_loss": 1.6193616528908024} {"data_time": 0.010026281699538231, "eta_seconds": 97965.0577561073, "iteration": 135279, "loss_fcos_cls": 0.24012078845407814, "loss_fcos_ctr": 0.6188402390107512, "loss_fcos_loc": 0.18870282860007137, "loss_mask": 0.25763448793441057, "loss_maskiou": 0.005324237885361072, "loss_sem_seg": 0.25599358533509076, "lr": 0.01, "mask_rcnn/accuracy": 0.8959168566344242, "mask_rcnn/false_negative": 0.0918488354323764, "mask_rcnn/false_positive": 0.11454807238022156, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.0, "time": 0.7154926918447018, "total_loss": 1.5945231663208688} {"data_time": 0.010080615058541298, "eta_seconds": 97950.51435786113, "iteration": 135299, "loss_fcos_cls": 0.23810189380310476, "loss_fcos_ctr": 0.6199796097353101, "loss_fcos_loc": 0.1816705260425806, "loss_mask": 0.2644575769081712, "loss_maskiou": 0.004514979194937041, "loss_sem_seg": 0.25959228724241257, "lr": 0.01, "mask_rcnn/accuracy": 0.8827325383040754, "mask_rcnn/false_negative": 0.0907587759454199, "mask_rcnn/false_positive": 0.1461378187665333, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.0, "time": 0.7319878442212939, "total_loss": 1.5780245038949943} {"data_time": 0.010320638306438923, "eta_seconds": 97890.48286592122, "iteration": 135319, "loss_fcos_cls": 0.25025921035557985, "loss_fcos_ctr": 0.6215882087126374, "loss_fcos_loc": 0.18830708728637546, "loss_mask": 0.2549665435217321, "loss_maskiou": 0.005215802259044722, "loss_sem_seg": 0.2825106628006324, "lr": 0.01, "mask_rcnn/accuracy": 0.9009501369992441, "mask_rcnn/false_negative": 0.07260568560155581, "mask_rcnn/false_positive": 0.11562921579707472, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 23.5, "time": 0.7206943836063147, "total_loss": 1.604891584485813} {"data_time": 0.00980396382510662, "eta_seconds": 97826.98279665504, "iteration": 135339, "loss_fcos_cls": 0.23693807993549854, "loss_fcos_ctr": 0.6189837101846933, "loss_fcos_loc": 0.18792920862324536, "loss_mask": 0.26123704575002193, "loss_maskiou": 0.005761817985330708, "loss_sem_seg": 0.2527955914847553, "lr": 0.01, "mask_rcnn/accuracy": 0.8700313079777365, "mask_rcnn/false_negative": 0.09460609770078837, "mask_rcnn/false_positive": 0.15735722997877805, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.0, "time": 0.7256497927010059, "total_loss": 1.5749182736471994} {"data_time": 0.010855910368263721, "eta_seconds": 97861.40957930591, "iteration": 135359, "loss_fcos_cls": 0.2487661987543106, "loss_fcos_ctr": 0.6247835219837725, "loss_fcos_loc": 0.2091889027506113, "loss_mask": 0.27731738751754165, "loss_maskiou": 0.006009143959090579, "loss_sem_seg": 0.25723913637921214, "lr": 0.01, "mask_rcnn/accuracy": 0.8682446644388092, "mask_rcnn/false_negative": 0.11967106312413878, "mask_rcnn/false_positive": 0.12711133746127767, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.729767432436347, "total_loss": 1.6231615652359324} {"data_time": 0.010445063933730125, "eta_seconds": 97881.14372290671, "iteration": 135379, "loss_fcos_cls": 0.25021467613987625, "loss_fcos_ctr": 0.6162136206403375, "loss_fcos_loc": 0.18721761705819517, "loss_mask": 0.2605544049292803, "loss_maskiou": 0.005682119968696497, "loss_sem_seg": 0.2696958021260798, "lr": 0.01, "mask_rcnn/accuracy": 0.8913926681783825, "mask_rcnn/false_negative": 0.08787451431032087, "mask_rcnn/false_positive": 0.12284676986782313, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.75, "time": 0.7213576035574079, "total_loss": 1.5646522989882214} {"data_time": 0.00958782434463501, "eta_seconds": 97877.79736663029, "iteration": 135399, "loss_fcos_cls": 0.23861025471705943, "loss_fcos_ctr": 0.6188676045276225, "loss_fcos_loc": 0.190487070241943, "loss_mask": 0.2693474516272545, "loss_maskiou": 0.006084264299715869, "loss_sem_seg": 0.2545573329553008, "lr": 0.01, "mask_rcnn/accuracy": 0.8885055957867017, "mask_rcnn/false_negative": 0.10428523186786287, "mask_rcnn/false_positive": 0.13871911760243377, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.0, "time": 0.7217888599261642, "total_loss": 1.5781328500816016} {"data_time": 0.010300040245056152, "eta_seconds": 97863.25396838412, "iteration": 135419, "loss_fcos_cls": 0.24221555632539093, "loss_fcos_ctr": 0.618485180195421, "loss_fcos_loc": 0.18900326127186418, "loss_mask": 0.2677637580782175, "loss_maskiou": 0.005114443818456493, "loss_sem_seg": 0.26824433356523514, "lr": 0.01, "mask_rcnn/accuracy": 0.8750659746657283, "mask_rcnn/false_negative": 0.0937037438422937, "mask_rcnn/false_positive": 0.1435890840535019, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.0, "time": 0.7380453003570437, "total_loss": 1.5802919509078492} {"data_time": 0.010447626933455467, "eta_seconds": 97872.76468341239, "iteration": 135439, "loss_fcos_cls": 0.2328826212324202, "loss_fcos_ctr": 0.6183704026043415, "loss_fcos_loc": 0.18754020659253, "loss_mask": 0.25174378463998437, "loss_maskiou": 0.004717987379990518, "loss_sem_seg": 0.2933082729578018, "lr": 0.01, "mask_rcnn/accuracy": 0.8839995337623686, "mask_rcnn/false_negative": 0.09414852449631758, "mask_rcnn/false_positive": 0.15066963588060633, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.5, "time": 0.7207463337108493, "total_loss": 1.6260695102209866} {"data_time": 0.010305398143827915, "eta_seconds": 97851.09810314141, "iteration": 135459, "loss_fcos_cls": 0.23646913561969995, "loss_fcos_ctr": 0.6192017616704106, "loss_fcos_loc": 0.18667630839627236, "loss_mask": 0.2616082988679409, "loss_maskiou": 0.005465647576784249, "loss_sem_seg": 0.2745974112767726, "lr": 0.01, "mask_rcnn/accuracy": 0.8721622837762012, "mask_rcnn/false_negative": 0.11737689916137765, "mask_rcnn/false_positive": 0.12915935674533352, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.5, "time": 0.7254034085199237, "total_loss": 1.5980837867682567} {"data_time": 0.010289394296705723, "eta_seconds": 97819.62377364561, "iteration": 135479, "loss_fcos_cls": 0.24056103988550603, "loss_fcos_ctr": 0.6194792306050658, "loss_fcos_loc": 0.19046374666504562, "loss_mask": 0.2513238461688161, "loss_maskiou": 0.005121614354720805, "loss_sem_seg": 0.24826405150815845, "lr": 0.01, "mask_rcnn/accuracy": 0.9005435412801484, "mask_rcnn/false_negative": 0.09689897033361732, "mask_rcnn/false_positive": 0.09211342587582248, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.25, "time": 0.7174535095691681, "total_loss": 1.5575464644789463} {"data_time": 0.010084656998515129, "eta_seconds": 97877.99757100362, "iteration": 135499, "loss_fcos_cls": 0.2556166019057855, "loss_fcos_ctr": 0.6157318642362952, "loss_fcos_loc": 0.18987331655807793, "loss_mask": 0.2602115352638066, "loss_maskiou": 0.005289070628350601, "loss_sem_seg": 0.26579743018373847, "lr": 0.01, "mask_rcnn/accuracy": 0.8749708259230091, "mask_rcnn/false_negative": 0.09993003263284583, "mask_rcnn/false_positive": 0.10638390896027748, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.0, "time": 0.7326694885268807, "total_loss": 1.6332939825333597} {"data_time": 0.010506540536880493, "eta_seconds": 97826.28871794976, "iteration": 135519, "loss_fcos_cls": 0.25637856067623943, "loss_fcos_ctr": 0.6199775105342269, "loss_fcos_loc": 0.20048933220095932, "loss_mask": 0.2682963842526078, "loss_maskiou": 0.005313595553161576, "loss_sem_seg": 0.28786010341718793, "lr": 0.01, "mask_rcnn/accuracy": 0.8960685754564983, "mask_rcnn/false_negative": 0.09269535065964013, "mask_rcnn/false_positive": 0.11997515231513262, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.0, "time": 0.7383910221979022, "total_loss": 1.672343328493298} {"data_time": 0.010241630487143993, "eta_seconds": 97811.74000270851, "iteration": 135539, "loss_fcos_cls": 0.2492554502096027, "loss_fcos_ctr": 0.6200102893635631, "loss_fcos_loc": 0.1874085949966684, "loss_mask": 0.26201554387807846, "loss_maskiou": 0.005095593303849455, "loss_sem_seg": 0.27749209897592664, "lr": 0.01, "mask_rcnn/accuracy": 0.8892628893662728, "mask_rcnn/false_negative": 0.09135210693347336, "mask_rcnn/false_positive": 0.13476370373992141, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.25, "time": 0.7281547905877233, "total_loss": 1.605861340322008} {"data_time": 0.01020896714180708, "eta_seconds": 97850.6850017989, "iteration": 135559, "loss_fcos_cls": 0.23730016010813415, "loss_fcos_ctr": 0.6196215618401766, "loss_fcos_loc": 0.19767810311168432, "loss_mask": 0.25887880520895123, "loss_maskiou": 0.0061581875052070245, "loss_sem_seg": 0.27500614686869085, "lr": 0.01, "mask_rcnn/accuracy": 0.9083454114750138, "mask_rcnn/false_negative": 0.07778797328566192, "mask_rcnn/false_positive": 0.1500217072252138, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 24.75, "time": 0.7346419161185622, "total_loss": 1.6094931604675367} {"data_time": 0.009444868192076683, "eta_seconds": 97858.76380807813, "iteration": 135579, "loss_fcos_cls": 0.24332095333375037, "loss_fcos_ctr": 0.6188991349190474, "loss_fcos_loc": 0.18922348250634968, "loss_mask": 0.25824691634625196, "loss_maskiou": 0.0050601102484506555, "loss_sem_seg": 0.26073108660057187, "lr": 0.01, "mask_rcnn/accuracy": 0.8948428803339518, "mask_rcnn/false_negative": 0.09135831227908969, "mask_rcnn/false_positive": 0.1311752196680734, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7323194211348891, "total_loss": 1.5769694792688824} {"data_time": 0.010092209093272686, "eta_seconds": 97931.7959595779, "iteration": 135599, "loss_fcos_cls": 0.24865917721763253, "loss_fcos_ctr": 0.6190333254635334, "loss_fcos_loc": 0.19225942657794803, "loss_mask": 0.259834042750299, "loss_maskiou": 0.005200082283408847, "loss_sem_seg": 0.2651399918831885, "lr": 0.01, "mask_rcnn/accuracy": 0.8727215514918839, "mask_rcnn/false_negative": 0.10035252218765545, "mask_rcnn/false_positive": 0.1418379572838764, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.7355554457753897, "total_loss": 1.6106092415720923} {"data_time": 0.010013141669332981, "eta_seconds": 97925.87764956709, "iteration": 135619, "loss_fcos_cls": 0.24013501347508281, "loss_fcos_ctr": 0.6172622875310481, "loss_fcos_loc": 0.1790732592344284, "loss_mask": 0.23752312920987606, "loss_maskiou": 0.004713042195362505, "loss_sem_seg": 0.3199361599981785, "lr": 0.01, "mask_rcnn/accuracy": 0.9106107540418765, "mask_rcnn/false_negative": 0.07796664026327862, "mask_rcnn/false_positive": 0.10387040751544331, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 24.75, "time": 0.7275443132966757, "total_loss": 1.6078007887008425} {"data_time": 0.01028683315962553, "eta_seconds": 97940.71827681363, "iteration": 135639, "loss_fcos_cls": 0.2368747313739732, "loss_fcos_ctr": 0.6189524261280894, "loss_fcos_loc": 0.18543791864067316, "loss_mask": 0.2608926356770098, "loss_maskiou": 0.005027961211453658, "loss_sem_seg": 0.23837331123650074, "lr": 0.01, "mask_rcnn/accuracy": 0.89206558164001, "mask_rcnn/false_negative": 0.09675416306509899, "mask_rcnn/false_positive": 0.11921319174050982, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.25, "time": 0.7174471551552415, "total_loss": 1.5763849840732291} {"data_time": 0.009604283608496189, "eta_seconds": 97929.1161410762, "iteration": 135659, "loss_fcos_cls": 0.24337502080015838, "loss_fcos_ctr": 0.6195242023095489, "loss_fcos_loc": 0.19134216383099556, "loss_mask": 0.2693190723657608, "loss_maskiou": 0.005660106555296807, "loss_sem_seg": 0.29204339860007167, "lr": 0.01, "mask_rcnn/accuracy": 0.8784757653061225, "mask_rcnn/false_negative": 0.08524334204515674, "mask_rcnn/false_positive": 0.14238746814796843, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 27.25, "time": 0.7241503354161978, "total_loss": 1.5908379418688128} {"data_time": 0.00973338820040226, "eta_seconds": 97911.56079263985, "iteration": 135679, "loss_fcos_cls": 0.24515918537508696, "loss_fcos_ctr": 0.6187819195911288, "loss_fcos_loc": 0.19151288660941646, "loss_mask": 0.26528053916990757, "loss_maskiou": 0.005130472680320963, "loss_sem_seg": 0.2703073467127979, "lr": 0.01, "mask_rcnn/accuracy": 0.8648097619329422, "mask_rcnn/false_negative": 0.1048308626843164, "mask_rcnn/false_positive": 0.13765172966369482, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.25, "time": 0.72730294149369, "total_loss": 1.5898548399654828} {"data_time": 0.009981565177440643, "eta_seconds": 97885.20762493741, "iteration": 135699, "loss_fcos_cls": 0.24574129993561655, "loss_fcos_ctr": 0.6196966376155615, "loss_fcos_loc": 0.1946503125363961, "loss_mask": 0.2639074884355068, "loss_maskiou": 0.0054825259576318786, "loss_sem_seg": 0.28966537956148386, "lr": 0.01, "mask_rcnn/accuracy": 0.8767850890356143, "mask_rcnn/false_negative": 0.09895991701047659, "mask_rcnn/false_positive": 0.13869015739023394, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.75, "time": 0.7180262608453631, "total_loss": 1.6513335891650058} {"data_time": 0.010020135901868343, "eta_seconds": 97844.35750662629, "iteration": 135719, "loss_fcos_cls": 0.24309913924662396, "loss_fcos_ctr": 0.6159087298437953, "loss_fcos_loc": 0.18536782916635275, "loss_mask": 0.26714160665869713, "loss_maskiou": 0.0051111296634189785, "loss_sem_seg": 0.30430646566674113, "lr": 0.01, "mask_rcnn/accuracy": 0.8826401642557933, "mask_rcnn/false_negative": 0.07863708072363362, "mask_rcnn/false_positive": 0.14102697653574, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 36.75, "time": 0.7137428009882569, "total_loss": 1.6362840186047833} {"data_time": 0.011201265268027782, "eta_seconds": 97829.78443113435, "iteration": 135739, "loss_fcos_cls": 0.26026346534490585, "loss_fcos_ctr": 0.6162127815186977, "loss_fcos_loc": 0.1892682663165033, "loss_mask": 0.27075877971947193, "loss_maskiou": 0.005123127288243268, "loss_sem_seg": 0.25122912181541324, "lr": 0.01, "mask_rcnn/accuracy": 0.9030419465923015, "mask_rcnn/false_negative": 0.07734456956868066, "mask_rcnn/false_positive": 0.11426127015348979, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.5, "time": 0.7319931630045176, "total_loss": 1.6137902818009024} {"data_time": 0.010090271010994911, "eta_seconds": 97823.85710446816, "iteration": 135759, "loss_fcos_cls": 0.234225808060728, "loss_fcos_ctr": 0.616225915029645, "loss_fcos_loc": 0.180803281837143, "loss_mask": 0.2565261758863926, "loss_maskiou": 0.005490992163686315, "loss_sem_seg": 0.28015641146339476, "lr": 0.01, "mask_rcnn/accuracy": 0.8764058362272648, "mask_rcnn/false_negative": 0.09503676457616464, "mask_rcnn/false_positive": 0.14637132302957195, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7304746238514781, "total_loss": 1.5819116280545131} {"data_time": 0.009478077292442322, "eta_seconds": 97809.2827408826, "iteration": 135779, "loss_fcos_cls": 0.23645043291617185, "loss_fcos_ctr": 0.6208190247416496, "loss_fcos_loc": 0.1897712602512911, "loss_mask": 0.2588533852249384, "loss_maskiou": 0.005602319164609071, "loss_sem_seg": 0.28078318829648197, "lr": 0.01, "mask_rcnn/accuracy": 0.907025340194477, "mask_rcnn/false_negative": 0.07269100933920189, "mask_rcnn/false_positive": 0.10911333819822097, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.5, "time": 0.7161487117409706, "total_loss": 1.5947276469960343} {"data_time": 0.010142611339688301, "eta_seconds": 97812.32268169429, "iteration": 135799, "loss_fcos_cls": 0.2527071222430095, "loss_fcos_ctr": 0.6200896487571299, "loss_fcos_loc": 0.19085621935664676, "loss_mask": 0.273171697743237, "loss_maskiou": 0.005436144398117904, "loss_sem_seg": 0.2594250221736729, "lr": 0.01, "mask_rcnn/accuracy": 0.8876798454573467, "mask_rcnn/false_negative": 0.08813294709248531, "mask_rcnn/false_positive": 0.11737658380769492, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7312578484416008, "total_loss": 1.616781774762785} {"data_time": 0.010077214799821377, "eta_seconds": 97797.74569304567, "iteration": 135819, "loss_fcos_cls": 0.23961919907014817, "loss_fcos_ctr": 0.6153671247884631, "loss_fcos_loc": 0.1906764182203915, "loss_mask": 0.268736285623163, "loss_maskiou": 0.005445053466246463, "loss_sem_seg": 0.26802172465249896, "lr": 0.01, "mask_rcnn/accuracy": 0.8880898727465536, "mask_rcnn/false_negative": 0.09054326202085974, "mask_rcnn/false_positive": 0.10954086519780526, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.25, "time": 0.7420647591352463, "total_loss": 1.5940587344193773} {"data_time": 0.010421378538012505, "eta_seconds": 97797.90347401705, "iteration": 135839, "loss_fcos_cls": 0.25404699810314924, "loss_fcos_ctr": 0.6183037674054503, "loss_fcos_loc": 0.1931599141098559, "loss_mask": 0.25293783005326986, "loss_maskiou": 0.005304206890286878, "loss_sem_seg": 0.2727565164677799, "lr": 0.01, "mask_rcnn/accuracy": 0.8972322687298604, "mask_rcnn/false_negative": 0.08400130884127283, "mask_rcnn/false_positive": 0.10988475033623155, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 31.5, "time": 0.7367623709142208, "total_loss": 1.5906654125792556} {"data_time": 0.008979227393865585, "eta_seconds": 97791.39067485463, "iteration": 135859, "loss_fcos_cls": 0.24067832110449672, "loss_fcos_ctr": 0.6168196648359299, "loss_fcos_loc": 0.18108664616011083, "loss_mask": 0.2582420827820897, "loss_maskiou": 0.0055139246469479986, "loss_sem_seg": 0.27520368667319417, "lr": 0.01, "mask_rcnn/accuracy": 0.8859207169709988, "mask_rcnn/false_negative": 0.08264051018404142, "mask_rcnn/false_positive": 0.1567679892633982, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7312669428065419, "total_loss": 1.595267281649285} {"data_time": 0.010226056911051273, "eta_seconds": 97786.7897147946, "iteration": 135879, "loss_fcos_cls": 0.24115616240305826, "loss_fcos_ctr": 0.6174525255337358, "loss_fcos_loc": 0.18069141532760113, "loss_mask": 0.26627688901498914, "loss_maskiou": 0.005662921765178908, "loss_sem_seg": 0.29992377338930964, "lr": 0.01, "mask_rcnn/accuracy": 0.8904327053402006, "mask_rcnn/false_negative": 0.08116423360480936, "mask_rcnn/false_positive": 0.14035977261499277, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.5, "time": 0.7309011295437813, "total_loss": 1.6125672987327562} {"data_time": 0.009546421468257904, "eta_seconds": 97762.2298990516, "iteration": 135899, "loss_fcos_cls": 0.2507586821448058, "loss_fcos_ctr": 0.6180980000644922, "loss_fcos_loc": 0.1892623620806262, "loss_mask": 0.26738249883055687, "loss_maskiou": 0.00571569507883396, "loss_sem_seg": 0.27981806453317404, "lr": 0.01, "mask_rcnn/accuracy": 0.8716107871720117, "mask_rcnn/false_negative": 0.10151295496452087, "mask_rcnn/false_positive": 0.14696349562251831, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.5, "time": 0.721978547051549, "total_loss": 1.6004934461525409} {"data_time": 0.010802102275192738, "eta_seconds": 97724.86074980255, "iteration": 135919, "loss_fcos_cls": 0.23695250926539302, "loss_fcos_ctr": 0.6183749828487635, "loss_fcos_loc": 0.18687988561578095, "loss_mask": 0.2584883449599147, "loss_maskiou": 0.005111710241180845, "loss_sem_seg": 0.2646803711540997, "lr": 0.01, "mask_rcnn/accuracy": 0.9050022686025407, "mask_rcnn/false_negative": 0.08169838255762643, "mask_rcnn/false_positive": 0.10431278938891882, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 24.5, "time": 0.7231892319396138, "total_loss": 1.5791516255194438} {"data_time": 0.009089991450309753, "eta_seconds": 97671.3521503117, "iteration": 135939, "loss_fcos_cls": 0.24243260850198567, "loss_fcos_ctr": 0.6207938902080059, "loss_fcos_loc": 0.18575956975109875, "loss_mask": 0.26985850743949413, "loss_maskiou": 0.0056259386547026224, "loss_sem_seg": 0.26157871808391064, "lr": 0.01, "mask_rcnn/accuracy": 0.8792483949321355, "mask_rcnn/false_negative": 0.09698297314279353, "mask_rcnn/false_positive": 0.13759091611762667, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 35.0, "time": 0.732801997102797, "total_loss": 1.5955980810322217} {"data_time": 0.010119241662323475, "eta_seconds": 97567.74386177398, "iteration": 135959, "loss_fcos_cls": 0.2390541130444035, "loss_fcos_ctr": 0.618508905172348, "loss_fcos_loc": 0.1846444042166695, "loss_mask": 0.24628344364464283, "loss_maskiou": 0.0048835779671208, "loss_sem_seg": 0.2546807404141873, "lr": 0.01, "mask_rcnn/accuracy": 0.8903437319988479, "mask_rcnn/false_negative": 0.08525601352005022, "mask_rcnn/false_positive": 0.12497143233785257, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7145471684634686, "total_loss": 1.5517141940508736} {"data_time": 0.010187892243266106, "eta_seconds": 97544.9948648559, "iteration": 135979, "loss_fcos_cls": 0.24841522285714746, "loss_fcos_ctr": 0.6181158870458603, "loss_fcos_loc": 0.1896717504132539, "loss_mask": 0.27085646241903305, "loss_maskiou": 0.005269392486297875, "loss_sem_seg": 0.27696593664586544, "lr": 0.01, "mask_rcnn/accuracy": 0.8778311771137026, "mask_rcnn/false_negative": 0.09125481924136769, "mask_rcnn/false_positive": 0.1405221242591005, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.714387059211731, "total_loss": 1.6264625377662014} {"data_time": 0.010057821869850159, "eta_seconds": 97627.6386084985, "iteration": 135999, "loss_fcos_cls": 0.25778270058799535, "loss_fcos_ctr": 0.6193920243531466, "loss_fcos_loc": 0.19549038470722735, "loss_mask": 0.25877858605235815, "loss_maskiou": 0.005290925575536676, "loss_sem_seg": 0.26233080960810184, "lr": 0.01, "mask_rcnn/accuracy": 0.8875568035307879, "mask_rcnn/false_negative": 0.10494491318262558, "mask_rcnn/false_positive": 0.12202731268842319, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 36.5, "time": 0.744777868501842, "total_loss": 1.6184995216390234} {"data_time": 0.009913641028106213, "eta_seconds": 97531.32223662455, "iteration": 136019, "loss_fcos_cls": 0.2500941373873502, "loss_fcos_ctr": 0.6172933615744114, "loss_fcos_loc": 0.19431831687688828, "loss_mask": 0.26911084074527025, "loss_maskiou": 0.005195990204811096, "loss_sem_seg": 0.29845550865866244, "lr": 0.01, "mask_rcnn/accuracy": 0.8764486533607154, "mask_rcnn/false_negative": 0.10304356772647252, "mask_rcnn/false_positive": 0.1460612681793767, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.25, "time": 0.7305269706994295, "total_loss": 1.6242263680760516} {"data_time": 0.00997155625373125, "eta_seconds": 97570.15493666474, "iteration": 136039, "loss_fcos_cls": 0.24850348173640668, "loss_fcos_ctr": 0.6181404516100883, "loss_fcos_loc": 0.18135436088778079, "loss_mask": 0.2710399590432644, "loss_maskiou": 0.005641635551000945, "loss_sem_seg": 0.24927760055288672, "lr": 0.01, "mask_rcnn/accuracy": 0.8816382560776248, "mask_rcnn/false_negative": 0.09647259901891081, "mask_rcnn/false_positive": 0.13841199173806004, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.5, "time": 0.738750378601253, "total_loss": 1.5890609920825227} {"data_time": 0.010299904271960258, "eta_seconds": 97583.9250666853, "iteration": 136059, "loss_fcos_cls": 0.2435265069361776, "loss_fcos_ctr": 0.6177911539562047, "loss_fcos_loc": 0.18606583878863603, "loss_mask": 0.2558299582451582, "loss_maskiou": 0.004824503546842607, "loss_sem_seg": 0.2892339085228741, "lr": 0.01, "mask_rcnn/accuracy": 0.8924922052154195, "mask_rcnn/false_negative": 0.08631151167569413, "mask_rcnn/false_positive": 0.123839340110678, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.25, "time": 0.716535166837275, "total_loss": 1.5735539508314105} {"data_time": 0.009054248221218586, "eta_seconds": 97590.66728709918, "iteration": 136079, "loss_fcos_cls": 0.2507889699190855, "loss_fcos_ctr": 0.6215757103636861, "loss_fcos_loc": 0.2016658615320921, "loss_mask": 0.2817786270752549, "loss_maskiou": 0.005702858965378255, "loss_sem_seg": 0.2824350504670292, "lr": 0.01, "mask_rcnn/accuracy": 0.8768528718305504, "mask_rcnn/false_negative": 0.09145512470466577, "mask_rcnn/false_positive": 0.1514461460836659, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.25, "time": 0.7227158909663558, "total_loss": 1.6482366415530123} {"data_time": 0.009536354802548885, "eta_seconds": 97576.09292351361, "iteration": 136099, "loss_fcos_cls": 0.2558680798392743, "loss_fcos_ctr": 0.6172137297689915, "loss_fcos_loc": 0.1803287137299776, "loss_mask": 0.25783553905785084, "loss_maskiou": 0.0051167399797122926, "loss_sem_seg": 0.26688122004270554, "lr": 0.01, "mask_rcnn/accuracy": 0.9034180173593829, "mask_rcnn/false_negative": 0.09824719950060792, "mask_rcnn/false_positive": 0.11126281022863532, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7113503674045205, "total_loss": 1.593727167477482} {"data_time": 0.011292718350887299, "eta_seconds": 97552.89599678759, "iteration": 136119, "loss_fcos_cls": 0.24475820595398545, "loss_fcos_ctr": 0.6191747728735209, "loss_fcos_loc": 0.18829726602416486, "loss_mask": 0.25830385833978653, "loss_maskiou": 0.005401035741670057, "loss_sem_seg": 0.2600693139247596, "lr": 0.01, "mask_rcnn/accuracy": 0.8826561126843082, "mask_rcnn/false_negative": 0.09691423532036963, "mask_rcnn/false_positive": 0.15224493384406435, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.5, "time": 0.717062821611762, "total_loss": 1.597160518707824} {"data_time": 0.010397488251328468, "eta_seconds": 97428.64034089632, "iteration": 136139, "loss_fcos_cls": 0.2450534957461059, "loss_fcos_ctr": 0.6190412929281592, "loss_fcos_loc": 0.19266056478954852, "loss_mask": 0.27773495065048337, "loss_maskiou": 0.0059984446270391345, "loss_sem_seg": 0.2557225215714425, "lr": 0.01, "mask_rcnn/accuracy": 0.8901307149741059, "mask_rcnn/false_negative": 0.09361908700782437, "mask_rcnn/false_positive": 0.12001139849023715, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 23.5, "time": 0.7190312249585986, "total_loss": 1.5943486322066747} {"data_time": 0.009776946157217026, "eta_seconds": 97341.99107500724, "iteration": 136159, "loss_fcos_cls": 0.24514795816503465, "loss_fcos_ctr": 0.6204662723466754, "loss_fcos_loc": 0.1899666115641594, "loss_mask": 0.26465403754264116, "loss_maskiou": 0.005328340506821405, "loss_sem_seg": 0.2785420659929514, "lr": 0.01, "mask_rcnn/accuracy": 0.8869615488191834, "mask_rcnn/false_negative": 0.10318487897655043, "mask_rcnn/false_positive": 0.11725798532900211, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.25, "time": 0.7111916048452258, "total_loss": 1.6048496551811695} {"data_time": 0.009941774420440197, "eta_seconds": 97387.13856683392, "iteration": 136179, "loss_fcos_cls": 0.2469171837437898, "loss_fcos_ctr": 0.623624000698328, "loss_fcos_loc": 0.20072798465844244, "loss_mask": 0.26550630293786526, "loss_maskiou": 0.005692180959158577, "loss_sem_seg": 0.28136328514665365, "lr": 0.01, "mask_rcnn/accuracy": 0.8902160911006194, "mask_rcnn/false_negative": 0.07942308039917267, "mask_rcnn/false_positive": 0.13247456473035665, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.75, "time": 0.731657194904983, "total_loss": 1.6170552060793852} {"data_time": 0.01090823020786047, "eta_seconds": 97312.89924482815, "iteration": 136199, "loss_fcos_cls": 0.24105274211615324, "loss_fcos_ctr": 0.6187785882502794, "loss_fcos_loc": 0.18832530290819705, "loss_mask": 0.25748781580477953, "loss_maskiou": 0.004901892083580606, "loss_sem_seg": 0.2675118155311793, "lr": 0.01, "mask_rcnn/accuracy": 0.8824992119374651, "mask_rcnn/false_negative": 0.10727235923452352, "mask_rcnn/false_positive": 0.13289703126847172, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.25, "time": 0.7284656213596463, "total_loss": 1.5630046923470218} {"data_time": 0.010345219634473324, "eta_seconds": 97260.03778581042, "iteration": 136219, "loss_fcos_cls": 0.2393180166836828, "loss_fcos_ctr": 0.6191805535927415, "loss_fcos_loc": 0.18780299345962703, "loss_mask": 0.2545247389934957, "loss_maskiou": 0.005165797469089739, "loss_sem_seg": 0.26070383889600635, "lr": 0.01, "mask_rcnn/accuracy": 0.9004842204868677, "mask_rcnn/false_negative": 0.07822396320558733, "mask_rcnn/false_positive": 0.12643913637254617, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.5, "time": 0.7249071858823299, "total_loss": 1.557866809405823} {"data_time": 0.010743404738605022, "eta_seconds": 97222.35798421875, "iteration": 136239, "loss_fcos_cls": 0.2516369188670069, "loss_fcos_ctr": 0.6175944907590747, "loss_fcos_loc": 0.1992721064016223, "loss_mask": 0.25368135003373027, "loss_maskiou": 0.00509823686661548, "loss_sem_seg": 0.27816521911881864, "lr": 0.01, "mask_rcnn/accuracy": 0.8809222757425952, "mask_rcnn/false_negative": 0.0906692987526607, "mask_rcnn/false_positive": 0.1326952885900607, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.75, "time": 0.7376382416114211, "total_loss": 1.5852475032952498} {"data_time": 0.01026181224733591, "eta_seconds": 97179.27202257141, "iteration": 136259, "loss_fcos_cls": 0.25811176327988505, "loss_fcos_ctr": 0.6201666514389217, "loss_fcos_loc": 0.19487290002871305, "loss_mask": 0.27063274569809437, "loss_maskiou": 0.005861706682480872, "loss_sem_seg": 0.2991013315040618, "lr": 0.01, "mask_rcnn/accuracy": 0.8853333236703773, "mask_rcnn/false_negative": 0.09120285114439314, "mask_rcnn/false_positive": 0.13890673119539126, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7519973078742623, "total_loss": 1.6513924479186244} {"data_time": 0.010348785668611526, "eta_seconds": 97236.70623308048, "iteration": 136279, "loss_fcos_cls": 0.2523445638362318, "loss_fcos_ctr": 0.6195859350264072, "loss_fcos_loc": 0.19292799104005098, "loss_mask": 0.254917673766613, "loss_maskiou": 0.005435630926513113, "loss_sem_seg": 0.23639652342535555, "lr": 0.01, "mask_rcnn/accuracy": 0.8755395821523053, "mask_rcnn/false_negative": 0.08722056102451131, "mask_rcnn/false_positive": 0.13360347436679537, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 41.0, "time": 0.7453808281570673, "total_loss": 1.567889669095166} {"data_time": 0.009016994386911392, "eta_seconds": 97160.86977284309, "iteration": 136299, "loss_fcos_cls": 0.2530923142330721, "loss_fcos_ctr": 0.616377916187048, "loss_fcos_loc": 0.1862795037450269, "loss_mask": 0.255489366594702, "loss_maskiou": 0.005086633347673342, "loss_sem_seg": 0.25474361749365926, "lr": 0.01, "mask_rcnn/accuracy": 0.898666693239796, "mask_rcnn/false_negative": 0.0803922981475973, "mask_rcnn/false_positive": 0.12298788459560026, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7080694865435362, "total_loss": 1.5785483241925249} {"data_time": 0.00953659601509571, "eta_seconds": 97164.21107563749, "iteration": 136319, "loss_fcos_cls": 0.23779499577358365, "loss_fcos_ctr": 0.614897777326405, "loss_fcos_loc": 0.17709674208890647, "loss_mask": 0.25314376037567854, "loss_maskiou": 0.005123310300405137, "loss_sem_seg": 0.27678326587192714, "lr": 0.01, "mask_rcnn/accuracy": 0.8883201306838524, "mask_rcnn/false_negative": 0.08905028588286187, "mask_rcnn/false_positive": 0.13797851349722184, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 31.25, "time": 0.7367905043065548, "total_loss": 1.5564733502542367} {"data_time": 0.009525241330265999, "eta_seconds": 97172.7966638701, "iteration": 136339, "loss_fcos_cls": 0.24662222457118332, "loss_fcos_ctr": 0.616334498859942, "loss_fcos_loc": 0.1915456613060087, "loss_mask": 0.2513455068692565, "loss_maskiou": 0.005176185986783821, "loss_sem_seg": 0.2651260297279805, "lr": 0.01, "mask_rcnn/accuracy": 0.8987105529300679, "mask_rcnn/false_negative": 0.1097066397990859, "mask_rcnn/false_positive": 0.12001161715581467, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.734600929543376, "total_loss": 1.6023621442582225} {"data_time": 0.009739074856042862, "eta_seconds": 97256.14503859822, "iteration": 136359, "loss_fcos_cls": 0.24361783498898149, "loss_fcos_ctr": 0.6195027222856879, "loss_fcos_loc": 0.19129470479674637, "loss_mask": 0.26956894528120756, "loss_maskiou": 0.005475812868098728, "loss_sem_seg": 0.2335066581144929, "lr": 0.01, "mask_rcnn/accuracy": 0.8616421347299982, "mask_rcnn/false_negative": 0.12903394871344154, "mask_rcnn/false_positive": 0.14115082012137523, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7300493381917477, "total_loss": 1.5931992225378053} {"data_time": 0.009816644713282585, "eta_seconds": 97282.9653031677, "iteration": 136379, "loss_fcos_cls": 0.2524657738395035, "loss_fcos_ctr": 0.6214043060317636, "loss_fcos_loc": 0.19395519676618278, "loss_mask": 0.26038685347884893, "loss_maskiou": 0.005660451672156341, "loss_sem_seg": 0.2667131321504712, "lr": 0.01, "mask_rcnn/accuracy": 0.8812368988292991, "mask_rcnn/false_negative": 0.08275409260312844, "mask_rcnn/false_positive": 0.13707242553618493, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.75, "time": 0.7255325457081199, "total_loss": 1.6102193459810223} {"data_time": 0.00988852884620428, "eta_seconds": 97268.4042737931, "iteration": 136399, "loss_fcos_cls": 0.24386874539777637, "loss_fcos_ctr": 0.6136527834460139, "loss_fcos_loc": 0.18051658058539033, "loss_mask": 0.2615035520866513, "loss_maskiou": 0.005856313873664476, "loss_sem_seg": 0.31883774138987064, "lr": 0.01, "mask_rcnn/accuracy": 0.8879975833027375, "mask_rcnn/false_negative": 0.10292709015816233, "mask_rcnn/false_positive": 0.11083384412870409, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.0, "time": 0.7257422292605042, "total_loss": 1.6287461319298018} {"data_time": 0.010026831179857254, "eta_seconds": 97275.70827244408, "iteration": 136419, "loss_fcos_cls": 0.24278795579448342, "loss_fcos_ctr": 0.6203376157209277, "loss_fcos_loc": 0.18775065819500014, "loss_mask": 0.26423313934355974, "loss_maskiou": 0.004649535836506402, "loss_sem_seg": 0.2448164550587535, "lr": 0.01, "mask_rcnn/accuracy": 0.8972292617163099, "mask_rcnn/false_negative": 0.08958565901409224, "mask_rcnn/false_positive": 0.12596260968915546, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.75, "time": 0.7412577513605356, "total_loss": 1.58293190022232} {"data_time": 0.00970895029604435, "eta_seconds": 97261.14396939613, "iteration": 136439, "loss_fcos_cls": 0.2367744817165658, "loss_fcos_ctr": 0.6152662746608257, "loss_fcos_loc": 0.17277477541938424, "loss_mask": 0.2643884466961026, "loss_maskiou": 0.00508326398266945, "loss_sem_seg": 0.25521215330809355, "lr": 0.01, "mask_rcnn/accuracy": 0.8726313416933038, "mask_rcnn/false_negative": 0.08461185556714448, "mask_rcnn/false_positive": 0.14453417199081842, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7252307645976543, "total_loss": 1.557158222552971} {"data_time": 0.010130009613931179, "eta_seconds": 97246.57966634817, "iteration": 136459, "loss_fcos_cls": 0.25498443678952754, "loss_fcos_ctr": 0.6213863734155893, "loss_fcos_loc": 0.1960911473724991, "loss_mask": 0.2703798459842801, "loss_maskiou": 0.0056123707254300825, "loss_sem_seg": 0.27705394849181175, "lr": 0.01, "mask_rcnn/accuracy": 0.8647008006975208, "mask_rcnn/false_negative": 0.1078484440753657, "mask_rcnn/false_positive": 0.17025926060944965, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.723168377764523, "total_loss": 1.633610614842837} {"data_time": 0.009038291871547699, "eta_seconds": 97181.17664560117, "iteration": 136479, "loss_fcos_cls": 0.2525608987780288, "loss_fcos_ctr": 0.6212004292756319, "loss_fcos_loc": 0.19692879973445088, "loss_mask": 0.2616895204409957, "loss_maskiou": 0.005045018362579867, "loss_sem_seg": 0.27286197850480676, "lr": 0.01, "mask_rcnn/accuracy": 0.8743870464852608, "mask_rcnn/false_negative": 0.11367655425375048, "mask_rcnn/false_positive": 0.15012344951811418, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.5, "time": 0.7076027961447835, "total_loss": 1.600434897831292} {"data_time": 0.009471416473388672, "eta_seconds": 97014.80724589154, "iteration": 136499, "loss_fcos_cls": 0.2383339765947312, "loss_fcos_ctr": 0.6153275296092033, "loss_fcos_loc": 0.1783612510189414, "loss_mask": 0.25673820171505213, "loss_maskiou": 0.005324585195921827, "loss_sem_seg": 0.2583274079952389, "lr": 0.01, "mask_rcnn/accuracy": 0.9005308827708081, "mask_rcnn/false_negative": 0.09004285785079093, "mask_rcnn/false_positive": 0.10508906621424793, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.5, "time": 0.7215815056115389, "total_loss": 1.5721173111705866} {"data_time": 0.009505996480584145, "eta_seconds": 96985.23505255766, "iteration": 136519, "loss_fcos_cls": 0.2508900596294552, "loss_fcos_ctr": 0.6156392991542816, "loss_fcos_loc": 0.18998035113327205, "loss_mask": 0.2636464745737612, "loss_maskiou": 0.00558989962155465, "loss_sem_seg": 0.2583893723785877, "lr": 0.01, "mask_rcnn/accuracy": 0.8885027045935431, "mask_rcnn/false_negative": 0.10229803125360123, "mask_rcnn/false_positive": 0.13414245901991156, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.5, "time": 0.7179755372926593, "total_loss": 1.5855251210014103} {"data_time": 0.009834094904363155, "eta_seconds": 96892.78416539915, "iteration": 136539, "loss_fcos_cls": 0.2501522726379335, "loss_fcos_ctr": 0.6182115310803056, "loss_fcos_loc": 0.18422455177642405, "loss_mask": 0.2647012071684003, "loss_maskiou": 0.004823105817195028, "loss_sem_seg": 0.2746571640018374, "lr": 0.01, "mask_rcnn/accuracy": 0.8722324215770264, "mask_rcnn/false_negative": 0.09671164016775416, "mask_rcnn/false_positive": 0.16359912986122316, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 40.25, "time": 0.7165685659274459, "total_loss": 1.6019044981512707} {"data_time": 0.009257933124899864, "eta_seconds": 96878.26415068842, "iteration": 136559, "loss_fcos_cls": 0.24675756134092808, "loss_fcos_ctr": 0.6199992885813117, "loss_fcos_loc": 0.19204966840334237, "loss_mask": 0.2614106107503176, "loss_maskiou": 0.005159655629540794, "loss_sem_seg": 0.28587267524562776, "lr": 0.01, "mask_rcnn/accuracy": 0.8701125567688506, "mask_rcnn/false_negative": 0.10488268004387605, "mask_rcnn/false_positive": 0.15870528432200948, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7292359443381429, "total_loss": 1.6377019419451244} {"data_time": 0.010302666574716568, "eta_seconds": 96807.02943472844, "iteration": 136579, "loss_fcos_cls": 0.2572057219222188, "loss_fcos_ctr": 0.6241521248593926, "loss_fcos_loc": 0.20297325795399956, "loss_mask": 0.28385165706276894, "loss_maskiou": 0.0058857423573499545, "loss_sem_seg": 0.3468510238453746, "lr": 0.01, "mask_rcnn/accuracy": 0.882086038961039, "mask_rcnn/false_negative": 0.10374214872984538, "mask_rcnn/false_positive": 0.1488772691817612, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.0, "time": 0.718136758543551, "total_loss": 1.7119226923241513} {"data_time": 0.011639474891126156, "eta_seconds": 96792.51792163309, "iteration": 136599, "loss_fcos_cls": 0.24509749026037753, "loss_fcos_ctr": 0.6222331412136555, "loss_fcos_loc": 0.18984381947666407, "loss_mask": 0.2674527810886502, "loss_maskiou": 0.005852766840689583, "loss_sem_seg": 0.2921605845913291, "lr": 0.01, "mask_rcnn/accuracy": 0.8688756229235881, "mask_rcnn/false_negative": 0.09353674551287935, "mask_rcnn/false_positive": 0.11880964834734742, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.0, "time": 0.7502953298389912, "total_loss": 1.6198208106397942} {"data_time": 0.010085406713187695, "eta_seconds": 96761.58778115548, "iteration": 136619, "loss_fcos_cls": 0.24509244377259165, "loss_fcos_ctr": 0.6209490047767758, "loss_fcos_loc": 0.1909343011211604, "loss_mask": 0.2552073416300118, "loss_maskiou": 0.005593683323240839, "loss_sem_seg": 0.2647758568637073, "lr": 0.01, "mask_rcnn/accuracy": 0.9048622715636777, "mask_rcnn/false_negative": 0.08902243416202041, "mask_rcnn/false_positive": 0.11553915173462184, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7170442957431078, "total_loss": 1.591683677132096} {"data_time": 0.0098213329911232, "eta_seconds": 96747.0787299741, "iteration": 136639, "loss_fcos_cls": 0.24505830463021994, "loss_fcos_ctr": 0.618470991961658, "loss_fcos_loc": 0.19457701302599162, "loss_mask": 0.2558297496289015, "loss_maskiou": 0.0051517849024094176, "loss_sem_seg": 0.25473952293395996, "lr": 0.01, "mask_rcnn/accuracy": 0.8922436831875608, "mask_rcnn/false_negative": 0.07398646182943679, "mask_rcnn/false_positive": 0.14631779931651157, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.5, "time": 0.7146467743441463, "total_loss": 1.580535447003058} {"data_time": 0.009938851930201054, "eta_seconds": 96636.65445425268, "iteration": 136659, "loss_fcos_cls": 0.2451062670443207, "loss_fcos_ctr": 0.6182639310136437, "loss_fcos_loc": 0.19404641370056197, "loss_mask": 0.26137790083885193, "loss_maskiou": 0.005721829351386987, "loss_sem_seg": 0.2777967033907771, "lr": 0.01, "mask_rcnn/accuracy": 0.8789046933688307, "mask_rcnn/false_negative": 0.11209927722622101, "mask_rcnn/false_positive": 0.12959908039365436, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 37.0, "time": 0.7096471274271607, "total_loss": 1.6322378049080726} {"data_time": 0.010279708541929722, "eta_seconds": 96670.06134969834, "iteration": 136679, "loss_fcos_cls": 0.24047557776793838, "loss_fcos_ctr": 0.617125186137855, "loss_fcos_loc": 0.18329291918780655, "loss_mask": 0.260953807272017, "loss_maskiou": 0.005221764222369529, "loss_sem_seg": 0.2714302814565599, "lr": 0.01, "mask_rcnn/accuracy": 0.9117705735282515, "mask_rcnn/false_negative": 0.06706439512241828, "mask_rcnn/false_positive": 0.1360762598744273, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.0, "time": 0.7316299472004175, "total_loss": 1.5972330136719393} {"data_time": 0.009823432192206383, "eta_seconds": 96655.5594990747, "iteration": 136699, "loss_fcos_cls": 0.2516357770655304, "loss_fcos_ctr": 0.6205935189500451, "loss_fcos_loc": 0.19677595840767026, "loss_mask": 0.2699850406497717, "loss_maskiou": 0.004909472780127544, "loss_sem_seg": 0.27254914585500956, "lr": 0.01, "mask_rcnn/accuracy": 0.8799041799096687, "mask_rcnn/false_negative": 0.08720793864477511, "mask_rcnn/false_positive": 0.16118377035875822, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.5, "time": 0.7058090846985579, "total_loss": 1.5941743862713338} {"data_time": 0.009857937693595886, "eta_seconds": 96698.3138642516, "iteration": 136719, "loss_fcos_cls": 0.24987975123804063, "loss_fcos_ctr": 0.6170828929170966, "loss_fcos_loc": 0.18255802243947983, "loss_mask": 0.2660938370972872, "loss_maskiou": 0.005461977452796418, "loss_sem_seg": 0.31874255230650306, "lr": 0.01, "mask_rcnn/accuracy": 0.8927660349854227, "mask_rcnn/false_negative": 0.09610205053225918, "mask_rcnn/false_positive": 0.14128165262192716, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.25, "time": 0.7381198825314641, "total_loss": 1.6130915528410696} {"data_time": 0.010128711350262165, "eta_seconds": 96724.59009979106, "iteration": 136739, "loss_fcos_cls": 0.24320242024259642, "loss_fcos_ctr": 0.6193588841706514, "loss_fcos_loc": 0.1926633573602885, "loss_mask": 0.2736135949380696, "loss_maskiou": 0.005570780107518658, "loss_sem_seg": 0.2905618124641478, "lr": 0.01, "mask_rcnn/accuracy": 0.8744835150641144, "mask_rcnn/false_negative": 0.11760247841279818, "mask_rcnn/false_positive": 0.12399407269833451, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 42.75, "time": 0.7472007032483816, "total_loss": 1.640337171687861} {"data_time": 0.010411178693175316, "eta_seconds": 96660.02442288585, "iteration": 136759, "loss_fcos_cls": 0.25236942898482084, "loss_fcos_ctr": 0.6198923168703914, "loss_fcos_loc": 0.18495435558725148, "loss_mask": 0.2540120258927345, "loss_maskiou": 0.005197120301090763, "loss_sem_seg": 0.2799268742091954, "lr": 0.01, "mask_rcnn/accuracy": 0.884430190345369, "mask_rcnn/false_negative": 0.09817294531718215, "mask_rcnn/false_positive": 0.12092331090033029, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.0, "time": 0.7154841693118215, "total_loss": 1.5981614322572568} {"data_time": 0.010629197582602501, "eta_seconds": 96654.78253696673, "iteration": 136779, "loss_fcos_cls": 0.2367956085363403, "loss_fcos_ctr": 0.6178092267364264, "loss_fcos_loc": 0.18514866550685838, "loss_mask": 0.25851480662822723, "loss_maskiou": 0.005179779374884674, "loss_sem_seg": 0.2522545550018549, "lr": 0.01, "mask_rcnn/accuracy": 0.8967544380766005, "mask_rcnn/false_negative": 0.0912861795247652, "mask_rcnn/false_positive": 0.1218530537385629, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.5, "time": 0.7181571703404188, "total_loss": 1.572832698453567} {"data_time": 0.009663179516792297, "eta_seconds": 96514.73842254933, "iteration": 136799, "loss_fcos_cls": 0.24658494489267468, "loss_fcos_ctr": 0.6212562718428671, "loss_fcos_loc": 0.19100567023269832, "loss_mask": 0.2675884594209492, "loss_maskiou": 0.006053614193660906, "loss_sem_seg": 0.284713770262897, "lr": 0.01, "mask_rcnn/accuracy": 0.864404348365486, "mask_rcnn/false_negative": 0.09401797195156246, "mask_rcnn/false_positive": 0.17328901853358558, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.717413978651166, "total_loss": 1.6519311812880915} {"data_time": 0.010543188080191612, "eta_seconds": 96522.03856926598, "iteration": 136819, "loss_fcos_cls": 0.24112125649116933, "loss_fcos_ctr": 0.6186395902186632, "loss_fcos_loc": 0.18286863761022687, "loss_mask": 0.2698730519041419, "loss_maskiou": 0.00612107621418545, "loss_sem_seg": 0.2796003189869225, "lr": 0.01, "mask_rcnn/accuracy": 0.8738123438150771, "mask_rcnn/false_negative": 0.10185877022572687, "mask_rcnn/false_positive": 0.14394534124247776, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.5, "time": 0.7358551248908043, "total_loss": 1.59014326614124} {"data_time": 0.010668636299669743, "eta_seconds": 96485.75523520913, "iteration": 136839, "loss_fcos_cls": 0.23627219232730567, "loss_fcos_ctr": 0.619423477910459, "loss_fcos_loc": 0.18922990188002586, "loss_mask": 0.26919764187186956, "loss_maskiou": 0.005712427679100074, "loss_sem_seg": 0.2592742443084717, "lr": 0.01, "mask_rcnn/accuracy": 0.9016143802787091, "mask_rcnn/false_negative": 0.07108520376025279, "mask_rcnn/false_positive": 0.13032652287296848, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 23.5, "time": 0.7345430804416537, "total_loss": 1.6081656012975145} {"data_time": 0.009381980635225773, "eta_seconds": 96493.048836926, "iteration": 136859, "loss_fcos_cls": 0.24093128845561296, "loss_fcos_ctr": 0.6205892162397504, "loss_fcos_loc": 0.1983464253717102, "loss_mask": 0.2640445725992322, "loss_maskiou": 0.005015294569602702, "loss_sem_seg": 0.2954858257435262, "lr": 0.01, "mask_rcnn/accuracy": 0.8986962429046293, "mask_rcnn/false_negative": 0.10201796141919597, "mask_rcnn/false_positive": 0.13498923615953146, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.75, "time": 0.7409849474206567, "total_loss": 1.6304887249643798} {"data_time": 0.010381974279880524, "eta_seconds": 96448.15318010002, "iteration": 136879, "loss_fcos_cls": 0.23599332058802247, "loss_fcos_ctr": 0.6146278567612171, "loss_fcos_loc": 0.18638513900805265, "loss_mask": 0.2587364362552762, "loss_maskiou": 0.005478509439853951, "loss_sem_seg": 0.2933822951745242, "lr": 0.01, "mask_rcnn/accuracy": 0.8696931196030787, "mask_rcnn/false_negative": 0.12356014417602307, "mask_rcnn/false_positive": 0.12161016143158002, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.25, "time": 0.716618831269443, "total_loss": 1.5867772267083637} {"data_time": 0.010926246643066406, "eta_seconds": 96550.81781707238, "iteration": 136899, "loss_fcos_cls": 0.24078747304156423, "loss_fcos_ctr": 0.6192355919629335, "loss_fcos_loc": 0.19237287843134254, "loss_mask": 0.2539959913119674, "loss_maskiou": 0.005755177646278753, "loss_sem_seg": 0.3100757743231952, "lr": 0.01, "mask_rcnn/accuracy": 0.8937762635145536, "mask_rcnn/false_negative": 0.08252355182695309, "mask_rcnn/false_positive": 0.15133465948771993, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7419540928676724, "total_loss": 1.6335071243302082} {"data_time": 0.009195749647915363, "eta_seconds": 96560.3337121075, "iteration": 136919, "loss_fcos_cls": 0.24008390365634114, "loss_fcos_ctr": 0.6188702983781695, "loss_fcos_loc": 0.17899439192842692, "loss_mask": 0.2549021318554878, "loss_maskiou": 0.0054094010120024905, "loss_sem_seg": 0.24843439040705562, "lr": 0.01, "mask_rcnn/accuracy": 0.8878147329886862, "mask_rcnn/false_negative": 0.08383213651086366, "mask_rcnn/false_positive": 0.13328564575098706, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 24.75, "time": 0.7270279442891479, "total_loss": 1.5398208872829855} {"data_time": 0.011267328634858131, "eta_seconds": 96521.80201168638, "iteration": 136939, "loss_fcos_cls": 0.2460318326484412, "loss_fcos_ctr": 0.6207848992198706, "loss_fcos_loc": 0.19305225936113857, "loss_mask": 0.26354106422513723, "loss_maskiou": 0.00577169495227281, "loss_sem_seg": 0.2801374774426222, "lr": 0.01, "mask_rcnn/accuracy": 0.8845334264658244, "mask_rcnn/false_negative": 0.08975435210717886, "mask_rcnn/false_positive": 0.13835955274793937, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.722095426172018, "total_loss": 1.6102443942509126} {"data_time": 0.009615489281713963, "eta_seconds": 96533.6625093855, "iteration": 136959, "loss_fcos_cls": 0.2245094096288085, "loss_fcos_ctr": 0.6189606953412294, "loss_fcos_loc": 0.18315477389842272, "loss_mask": 0.2597128343768418, "loss_maskiou": 0.005192310898564756, "loss_sem_seg": 0.26243578153662384, "lr": 0.01, "mask_rcnn/accuracy": 0.8854311611008039, "mask_rcnn/false_negative": 0.08713840716437218, "mask_rcnn/false_positive": 0.13045566419472165, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 24.25, "time": 0.7332697417587042, "total_loss": 1.5663189741462702} {"data_time": 0.010114658623933792, "eta_seconds": 96519.15064274147, "iteration": 136979, "loss_fcos_cls": 0.24315265798941255, "loss_fcos_ctr": 0.618083378765732, "loss_fcos_loc": 0.1882027389947325, "loss_mask": 0.25983939599245787, "loss_maskiou": 0.005484398148837499, "loss_sem_seg": 0.2891648984514177, "lr": 0.01, "mask_rcnn/accuracy": 0.8876506312808577, "mask_rcnn/false_negative": 0.10050059863039333, "mask_rcnn/false_positive": 0.11540964957546929, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7239832738414407, "total_loss": 1.5964770438040432} {"data_time": 0.009548145346343517, "eta_seconds": 96469.97067893483, "iteration": 136999, "loss_fcos_cls": 0.26033200009260327, "loss_fcos_ctr": 0.6211537732742727, "loss_fcos_loc": 0.1980255296221003, "loss_mask": 0.2715326892212033, "loss_maskiou": 0.0060122726717963815, "loss_sem_seg": 0.2839647335931659, "lr": 0.01, "mask_rcnn/accuracy": 0.8821435764155285, "mask_rcnn/false_negative": 0.10190253561560889, "mask_rcnn/false_positive": 0.1488724277738362, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 39.5, "time": 0.726112031377852, "total_loss": 1.632365565004875} {"data_time": 0.00979621335864067, "eta_seconds": 96423.5298890965, "iteration": 137019, "loss_fcos_cls": 0.2578299092128873, "loss_fcos_ctr": 0.6204222487285733, "loss_fcos_loc": 0.19233265426009893, "loss_mask": 0.2584471423178911, "loss_maskiou": 0.005233502160990611, "loss_sem_seg": 0.24248043354600668, "lr": 0.01, "mask_rcnn/accuracy": 0.8742936844390612, "mask_rcnn/false_negative": 0.10628055158301755, "mask_rcnn/false_positive": 0.1417058761712167, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.0, "time": 0.7361279288306832, "total_loss": 1.5866297587635927} {"data_time": 0.00987718440592289, "eta_seconds": 96333.5700067943, "iteration": 137039, "loss_fcos_cls": 0.24901950429193676, "loss_fcos_ctr": 0.6201990721747279, "loss_fcos_loc": 0.19259897153824568, "loss_mask": 0.2682492705062032, "loss_maskiou": 0.005260824167635292, "loss_sem_seg": 0.22533520113211125, "lr": 0.01, "mask_rcnn/accuracy": 0.8969943219223173, "mask_rcnn/false_negative": 0.07677081359233352, "mask_rcnn/false_positive": 0.1496516770153019, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 38.75, "time": 0.7209535129368305, "total_loss": 1.5828309964272194} {"data_time": 0.008778112940490246, "eta_seconds": 96319.0795065714, "iteration": 137059, "loss_fcos_cls": 0.2395979908760637, "loss_fcos_ctr": 0.6190287829376757, "loss_fcos_loc": 0.1898547720629722, "loss_mask": 0.2638744181022048, "loss_maskiou": 0.005788469712570077, "loss_sem_seg": 0.2669474873691797, "lr": 0.01, "mask_rcnn/accuracy": 0.8885118968810879, "mask_rcnn/false_negative": 0.09259685436721388, "mask_rcnn/false_positive": 0.1260153207974054, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7122447760775685, "total_loss": 1.5942720779385127} {"data_time": 0.010422995314002037, "eta_seconds": 96380.0243372256, "iteration": 137079, "loss_fcos_cls": 0.25063172634691, "loss_fcos_ctr": 0.6201693443581462, "loss_fcos_loc": 0.19694942608475685, "loss_mask": 0.2707491796463728, "loss_maskiou": 0.006199995084898546, "loss_sem_seg": 0.28241204377263784, "lr": 0.01, "mask_rcnn/accuracy": 0.888487293956044, "mask_rcnn/false_negative": 0.08648746241292488, "mask_rcnn/false_positive": 0.14336566356973193, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.5, "time": 0.7316884286701679, "total_loss": 1.6499595427158056} {"data_time": 0.009140932001173496, "eta_seconds": 96411.64898438845, "iteration": 137099, "loss_fcos_cls": 0.2466255510225892, "loss_fcos_ctr": 0.6206053225323558, "loss_fcos_loc": 0.19469222496263683, "loss_mask": 0.2643155651167035, "loss_maskiou": 0.005144949514942709, "loss_sem_seg": 0.2572079678066075, "lr": 0.01, "mask_rcnn/accuracy": 0.875702497544832, "mask_rcnn/false_negative": 0.08591186883157247, "mask_rcnn/false_positive": 0.13650148101629372, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.7378595778718591, "total_loss": 1.6320272416051012} {"data_time": 0.009912177920341492, "eta_seconds": 96408.10501568578, "iteration": 137119, "loss_fcos_cls": 0.2613268217537552, "loss_fcos_ctr": 0.6206255508586764, "loss_fcos_loc": 0.19407632225193083, "loss_mask": 0.28016298078000546, "loss_maskiou": 0.005618018971290439, "loss_sem_seg": 0.3118087286129594, "lr": 0.01, "mask_rcnn/accuracy": 0.8860879579104368, "mask_rcnn/false_negative": 0.11107248157148872, "mask_rcnn/false_positive": 0.1260946011787255, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7210140395909548, "total_loss": 1.6409316033532377} {"data_time": 0.009665951132774353, "eta_seconds": 96415.39322340488, "iteration": 137139, "loss_fcos_cls": 0.2542954117525369, "loss_fcos_ctr": 0.6200269917026162, "loss_fcos_loc": 0.19425033940933645, "loss_mask": 0.276085308752954, "loss_maskiou": 0.006465793136158027, "loss_sem_seg": 0.2768723932094872, "lr": 0.01, "mask_rcnn/accuracy": 0.8818365874488323, "mask_rcnn/false_negative": 0.08963055074922327, "mask_rcnn/false_positive": 0.11283800912094412, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.75, "time": 0.7301643425598741, "total_loss": 1.64426856940554} {"data_time": 0.009014308452606201, "eta_seconds": 96425.2757880548, "iteration": 137159, "loss_fcos_cls": 0.2460271290037781, "loss_fcos_ctr": 0.6184053835459054, "loss_fcos_loc": 0.18110279482789338, "loss_mask": 0.2521566762588918, "loss_maskiou": 0.005425785697298124, "loss_sem_seg": 0.2761703319847584, "lr": 0.01, "mask_rcnn/accuracy": 0.8976580734933269, "mask_rcnn/false_negative": 0.08888816757165877, "mask_rcnn/false_positive": 0.10985726806324744, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.75, "time": 0.7521909615024924, "total_loss": 1.6340390333498362} {"data_time": 0.009024250321090221, "eta_seconds": 96430.70290731546, "iteration": 137179, "loss_fcos_cls": 0.24621618003584445, "loss_fcos_ctr": 0.6179542788304389, "loss_fcos_loc": 0.19173321360722184, "loss_mask": 0.2633557775989175, "loss_maskiou": 0.005614827023237012, "loss_sem_seg": 0.2836523908190429, "lr": 0.01, "mask_rcnn/accuracy": 0.8888321304131408, "mask_rcnn/false_negative": 0.10195114327954005, "mask_rcnn/false_positive": 0.14791699927241767, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 39.75, "time": 0.7406409755349159, "total_loss": 1.6095198413386242} {"data_time": 0.010247369296848774, "eta_seconds": 96428.64765341207, "iteration": 137199, "loss_fcos_cls": 0.2487595328129828, "loss_fcos_ctr": 0.6223181886598468, "loss_fcos_loc": 0.20112778118345886, "loss_mask": 0.28100613690912724, "loss_maskiou": 0.0059653588468790986, "loss_sem_seg": 0.2988864714279771, "lr": 0.01, "mask_rcnn/accuracy": 0.8624269978261575, "mask_rcnn/false_negative": 0.12059444686031126, "mask_rcnn/false_positive": 0.13146576787295003, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7424877546727657, "total_loss": 1.6524015572940698} {"data_time": 0.010276815854012966, "eta_seconds": 96414.12537607178, "iteration": 137219, "loss_fcos_cls": 0.24882563651772216, "loss_fcos_ctr": 0.6188153098337352, "loss_fcos_loc": 0.1814143424271606, "loss_mask": 0.2519886619411409, "loss_maskiou": 0.0051796744228340685, "loss_sem_seg": 0.26599453622475266, "lr": 0.01, "mask_rcnn/accuracy": 0.893161810178617, "mask_rcnn/false_negative": 0.09299674016817182, "mask_rcnn/false_positive": 0.11305981976539099, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.0, "time": 0.7174998382106423, "total_loss": 1.5907280610481394} {"data_time": 0.009927371516823769, "eta_seconds": 96387.14170709532, "iteration": 137239, "loss_fcos_cls": 0.24544409223017283, "loss_fcos_ctr": 0.6227279463782907, "loss_fcos_loc": 0.20140649506356567, "loss_mask": 0.266183870844543, "loss_maskiou": 0.0060106796663603745, "loss_sem_seg": 0.2803201247006655, "lr": 0.01, "mask_rcnn/accuracy": 0.8908258843988524, "mask_rcnn/false_negative": 0.09801436950507332, "mask_rcnn/false_positive": 0.12242696562269345, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 35.5, "time": 0.7275297148153186, "total_loss": 1.6232755430974066} {"data_time": 0.010006311349570751, "eta_seconds": 96358.93531210441, "iteration": 137259, "loss_fcos_cls": 0.2484715919708833, "loss_fcos_ctr": 0.6202458394691348, "loss_fcos_loc": 0.19287172192707658, "loss_mask": 0.26859052013605833, "loss_maskiou": 0.005308142077410594, "loss_sem_seg": 0.27318834513425827, "lr": 0.01, "mask_rcnn/accuracy": 0.8863501922508134, "mask_rcnn/false_negative": 0.08820741966709242, "mask_rcnn/false_positive": 0.12232739174814328, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.7343481909483671, "total_loss": 1.617062489138334} {"data_time": 0.009326750412583351, "eta_seconds": 96338.1714069182, "iteration": 137279, "loss_fcos_cls": 0.24583062808960676, "loss_fcos_ctr": 0.6179727064445615, "loss_fcos_loc": 0.18686964455991983, "loss_mask": 0.26319937454536557, "loss_maskiou": 0.0057106630456473795, "loss_sem_seg": 0.2704844456166029, "lr": 0.01, "mask_rcnn/accuracy": 0.8915634110787172, "mask_rcnn/false_negative": 0.10452021085883524, "mask_rcnn/false_positive": 0.13117011925469982, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 25.0, "time": 0.732887489721179, "total_loss": 1.5734745344961993} {"data_time": 0.010290037840604782, "eta_seconds": 96319.05458000768, "iteration": 137299, "loss_fcos_cls": 0.260784711339511, "loss_fcos_ctr": 0.6217231783084571, "loss_fcos_loc": 0.20006591314449906, "loss_mask": 0.2651679590344429, "loss_maskiou": 0.006178873038152233, "loss_sem_seg": 0.2882935693487525, "lr": 0.01, "mask_rcnn/accuracy": 0.8902118202463912, "mask_rcnn/false_negative": 0.10139761845477134, "mask_rcnn/false_positive": 0.12462771569682432, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.75, "time": 0.7013218076899648, "total_loss": 1.6424416092704632} {"data_time": 0.009848101995885372, "eta_seconds": 96284.76970875263, "iteration": 137319, "loss_fcos_cls": 0.25583337992429733, "loss_fcos_ctr": 0.6188497981056571, "loss_fcos_loc": 0.1852360146585852, "loss_mask": 0.2564304657280445, "loss_maskiou": 0.005572112917434424, "loss_sem_seg": 0.31025247694924474, "lr": 0.01, "mask_rcnn/accuracy": 0.8883355339530514, "mask_rcnn/false_negative": 0.09873448730136855, "mask_rcnn/false_positive": 0.13292551828605265, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.25, "time": 0.7171143470332026, "total_loss": 1.6270859557116637} {"data_time": 0.010254581458866596, "eta_seconds": 96270.25598490238, "iteration": 137339, "loss_fcos_cls": 0.2556083663366735, "loss_fcos_ctr": 0.6206878982484341, "loss_fcos_loc": 0.19760364096146077, "loss_mask": 0.2632108759135008, "loss_maskiou": 0.00558797390840482, "loss_sem_seg": 0.301035885931924, "lr": 0.01, "mask_rcnn/accuracy": 0.8931317318594104, "mask_rcnn/false_negative": 0.09234662771307296, "mask_rcnn/false_positive": 0.1295886086163215, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7273769089952111, "total_loss": 1.6462959226337261} {"data_time": 0.009908614680171013, "eta_seconds": 96225.6945685083, "iteration": 137359, "loss_fcos_cls": 0.2534739929251373, "loss_fcos_ctr": 0.6184764681383967, "loss_fcos_loc": 0.19491998432204127, "loss_mask": 0.2739330832846463, "loss_maskiou": 0.006009370510582812, "loss_sem_seg": 0.2892496567219496, "lr": 0.01, "mask_rcnn/accuracy": 0.8681317407082714, "mask_rcnn/false_negative": 0.10364502283920067, "mask_rcnn/false_positive": 0.14118075048367812, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 39.75, "time": 0.729207368567586, "total_loss": 1.6508411595932557} {"data_time": 0.00988573394715786, "eta_seconds": 96168.39432033431, "iteration": 137379, "loss_fcos_cls": 0.23285844130441546, "loss_fcos_ctr": 0.6173872873187065, "loss_fcos_loc": 0.1832174499577377, "loss_mask": 0.25544435903429985, "loss_maskiou": 0.005043071214458905, "loss_sem_seg": 0.28597063571214676, "lr": 0.01, "mask_rcnn/accuracy": 0.8865472777739859, "mask_rcnn/false_negative": 0.09628187749337981, "mask_rcnn/false_positive": 0.14541826534471017, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 39.25, "time": 0.7096652435138822, "total_loss": 1.5757361941505224} {"data_time": 0.009394535794854164, "eta_seconds": 96101.68745033629, "iteration": 137399, "loss_fcos_cls": 0.25413437478709966, "loss_fcos_ctr": 0.6186122894287109, "loss_fcos_loc": 0.1905608093366027, "loss_mask": 0.2657480686903, "loss_maskiou": 0.005566063533478882, "loss_sem_seg": 0.27569654677063227, "lr": 0.01, "mask_rcnn/accuracy": 0.8755016665300659, "mask_rcnn/false_negative": 0.08718703899663088, "mask_rcnn/false_positive": 0.19099279788814863, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7250233115628362, "total_loss": 1.5998107353807427} {"data_time": 0.010006238706409931, "eta_seconds": 96066.29148567934, "iteration": 137419, "loss_fcos_cls": 0.26488390378654003, "loss_fcos_ctr": 0.6211094856262207, "loss_fcos_loc": 0.19409118755720556, "loss_mask": 0.27336269058287144, "loss_maskiou": 0.0058416831234353594, "loss_sem_seg": 0.3048709402792156, "lr": 0.01, "mask_rcnn/accuracy": 0.87557403452337, "mask_rcnn/false_negative": 0.097596781246586, "mask_rcnn/false_positive": 0.16612387817749713, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.5, "time": 0.73089690040797, "total_loss": 1.6472455681287101} {"data_time": 0.009832493960857391, "eta_seconds": 96072.69771799631, "iteration": 137439, "loss_fcos_cls": 0.25362782389856875, "loss_fcos_ctr": 0.620004111668095, "loss_fcos_loc": 0.19365244056098163, "loss_mask": 0.2663089232519269, "loss_maskiou": 0.004959540063282475, "loss_sem_seg": 0.28260761918500066, "lr": 0.01, "mask_rcnn/accuracy": 0.8909892014164973, "mask_rcnn/false_negative": 0.10044811620725572, "mask_rcnn/false_positive": 0.130772060862633, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 37.25, "time": 0.74271878041327, "total_loss": 1.6329707994373166} {"data_time": 0.009781637229025364, "eta_seconds": 96110.38336018752, "iteration": 137459, "loss_fcos_cls": 0.26428883359767497, "loss_fcos_ctr": 0.6204490605741739, "loss_fcos_loc": 0.18905194895341992, "loss_mask": 0.2651263428851962, "loss_maskiou": 0.005195337696932256, "loss_sem_seg": 0.2932966772932559, "lr": 0.01, "mask_rcnn/accuracy": 0.8761624689558363, "mask_rcnn/false_negative": 0.10257303206729143, "mask_rcnn/false_positive": 0.13198325195011193, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.75, "time": 0.7266232613474131, "total_loss": 1.6368180060089799} {"data_time": 0.009285816922783852, "eta_seconds": 96209.53309959546, "iteration": 137479, "loss_fcos_cls": 0.2501656995154917, "loss_fcos_ctr": 0.6181048294529319, "loss_fcos_loc": 0.1955714231589809, "loss_mask": 0.2446526177227497, "loss_maskiou": 0.004712185633252375, "loss_sem_seg": 0.29865053412504494, "lr": 0.01, "mask_rcnn/accuracy": 0.8941974353227907, "mask_rcnn/false_negative": 0.09151344881628676, "mask_rcnn/false_positive": 0.14310764635617904, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.733494333922863, "total_loss": 1.6005788760157884} {"data_time": 0.009463553316891193, "eta_seconds": 96178.48004150111, "iteration": 137499, "loss_fcos_cls": 0.2680726693943143, "loss_fcos_ctr": 0.6169596081599593, "loss_fcos_loc": 0.18233474786393344, "loss_mask": 0.24340639263391495, "loss_maskiou": 0.005115612166264327, "loss_sem_seg": 0.2881314957048744, "lr": 0.01, "mask_rcnn/accuracy": 0.8947939705438825, "mask_rcnn/false_negative": 0.06778651254193932, "mask_rcnn/false_positive": 0.13386908690860203, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.7078420193865895, "total_loss": 1.5970544524170691} {"data_time": 0.011533868499100208, "eta_seconds": 96163.96264464501, "iteration": 137519, "loss_fcos_cls": 0.2488236721837893, "loss_fcos_ctr": 0.6172514045611024, "loss_fcos_loc": 0.18504019523970783, "loss_mask": 0.25548029923811555, "loss_maskiou": 0.005402513823355548, "loss_sem_seg": 0.2910443297587335, "lr": 0.01, "mask_rcnn/accuracy": 0.8895753866062555, "mask_rcnn/false_negative": 0.0978769048167955, "mask_rcnn/false_positive": 0.1325309726568838, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.25, "time": 0.7258884664624929, "total_loss": 1.5937673237058334} {"data_time": 0.010096176527440548, "eta_seconds": 96227.85671206191, "iteration": 137539, "loss_fcos_cls": 0.25533006712794304, "loss_fcos_ctr": 0.6205240711569786, "loss_fcos_loc": 0.1955114114098251, "loss_mask": 0.2641008966602385, "loss_maskiou": 0.00525194728106726, "loss_sem_seg": 0.28586194245144725, "lr": 0.01, "mask_rcnn/accuracy": 0.8894786793175768, "mask_rcnn/false_negative": 0.09524138173985797, "mask_rcnn/false_positive": 0.13440401688316164, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7238181903958321, "total_loss": 1.6498638273551478} {"data_time": 0.009405137971043587, "eta_seconds": 96160.93976975977, "iteration": 137559, "loss_fcos_cls": 0.24289132328704, "loss_fcos_ctr": 0.6193214226514101, "loss_fcos_loc": 0.18148951145121828, "loss_mask": 0.2555667767301202, "loss_maskiou": 0.005660479604557622, "loss_sem_seg": 0.2550957652274519, "lr": 0.01, "mask_rcnn/accuracy": 0.881870654289618, "mask_rcnn/false_negative": 0.09602867801148657, "mask_rcnn/false_positive": 0.14726818032670566, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 31.25, "time": 0.7206660741940141, "total_loss": 1.5746941147081088} {"data_time": 0.00993092730641365, "eta_seconds": 96146.4184448272, "iteration": 137579, "loss_fcos_cls": 0.25146935344673693, "loss_fcos_ctr": 0.6185893220826983, "loss_fcos_loc": 0.1877071203198284, "loss_mask": 0.27108886558562517, "loss_maskiou": 0.005610427841020282, "loss_sem_seg": 0.26621740497648716, "lr": 0.01, "mask_rcnn/accuracy": 0.8876599147121536, "mask_rcnn/false_negative": 0.09385579160863998, "mask_rcnn/false_positive": 0.11719445248649814, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 35.0, "time": 0.7217696188017726, "total_loss": 1.6047863436906482} {"data_time": 0.010152230970561504, "eta_seconds": 96111.35856279451, "iteration": 137599, "loss_fcos_cls": 0.2466437655966729, "loss_fcos_ctr": 0.6201280765235424, "loss_fcos_loc": 0.1929487541783601, "loss_mask": 0.27207278553396463, "loss_maskiou": 0.005481403332169066, "loss_sem_seg": 0.27520626224577427, "lr": 0.01, "mask_rcnn/accuracy": 0.8817613921613546, "mask_rcnn/false_negative": 0.09842903495103726, "mask_rcnn/false_positive": 0.13573504183768917, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7366183949634433, "total_loss": 1.5693606213064868} {"data_time": 0.009213735349476337, "eta_seconds": 96091.37566036452, "iteration": 137619, "loss_fcos_cls": 0.25814767892006785, "loss_fcos_ctr": 0.6221066769212484, "loss_fcos_loc": 0.20183380314847454, "loss_mask": 0.2765085380524397, "loss_maskiou": 0.006242873518203851, "loss_sem_seg": 0.3305422752164304, "lr": 0.01, "mask_rcnn/accuracy": 0.8675027038465155, "mask_rcnn/false_negative": 0.11062774607262348, "mask_rcnn/false_positive": 0.15528629869644914, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.7229473441839218, "total_loss": 1.6496053132941597} {"data_time": 0.010085511952638626, "eta_seconds": 96078.37646652479, "iteration": 137639, "loss_fcos_cls": 0.2470217952504754, "loss_fcos_ctr": 0.6222804915159941, "loss_fcos_loc": 0.18577651935629547, "loss_mask": 0.2649142825976014, "loss_maskiou": 0.005144211732840631, "loss_sem_seg": 0.2738936727400869, "lr": 0.01, "mask_rcnn/accuracy": 0.8920179013854782, "mask_rcnn/false_negative": 0.10646106186013857, "mask_rcnn/false_positive": 0.12844741939009066, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7218170613050461, "total_loss": 1.6027497858885908} {"data_time": 0.0105006517842412, "eta_seconds": 96140.68129586056, "iteration": 137659, "loss_fcos_cls": 0.25251151132397354, "loss_fcos_ctr": 0.6183708943426609, "loss_fcos_loc": 0.1920272900024429, "loss_mask": 0.2644573403522372, "loss_maskiou": 0.006147697138658259, "loss_sem_seg": 0.2580779728014022, "lr": 0.01, "mask_rcnn/accuracy": 0.8705012309067031, "mask_rcnn/false_negative": 0.10321331077905702, "mask_rcnn/false_positive": 0.14248016107668884, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.0, "time": 0.7235458511859179, "total_loss": 1.615960327675566} {"data_time": 0.009964299388229847, "eta_seconds": 96076.40600929689, "iteration": 137679, "loss_fcos_cls": 0.2568774555111304, "loss_fcos_ctr": 0.6165795673150569, "loss_fcos_loc": 0.1859517936827615, "loss_mask": 0.2505330219864845, "loss_maskiou": 0.00510663581371773, "loss_sem_seg": 0.2866419544443488, "lr": 0.01, "mask_rcnn/accuracy": 0.8903092331046154, "mask_rcnn/false_negative": 0.08429753139588765, "mask_rcnn/false_positive": 0.1359493534118796, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.75, "time": 0.7196160750463605, "total_loss": 1.6202585894534423} {"data_time": 0.009046980179846287, "eta_seconds": 96111.62282379344, "iteration": 137699, "loss_fcos_cls": 0.2516776730772108, "loss_fcos_ctr": 0.6192739102989435, "loss_fcos_loc": 0.19045180920511484, "loss_mask": 0.2616267940029502, "loss_maskiou": 0.0066628042186493985, "loss_sem_seg": 0.2892691493034363, "lr": 0.01, "mask_rcnn/accuracy": 0.8730761845681201, "mask_rcnn/false_negative": 0.10436868617581338, "mask_rcnn/false_positive": 0.14810997964879186, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7338246628642082, "total_loss": 1.6033213710106793} {"data_time": 0.010273217223584652, "eta_seconds": 96024.2492280649, "iteration": 137719, "loss_fcos_cls": 0.24997904198244214, "loss_fcos_ctr": 0.6194350365549326, "loss_fcos_loc": 0.19142895378172398, "loss_mask": 0.26875707786530256, "loss_maskiou": 0.005651191539072897, "loss_sem_seg": 0.28573174658231437, "lr": 0.01, "mask_rcnn/accuracy": 0.8861788959004655, "mask_rcnn/false_negative": 0.07795998527993306, "mask_rcnn/false_positive": 0.1337910589156343, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.5, "time": 0.714221372269094, "total_loss": 1.6110951198206749} {"data_time": 0.010644174180924892, "eta_seconds": 96002.92162166163, "iteration": 137739, "loss_fcos_cls": 0.2346927806502208, "loss_fcos_ctr": 0.6180262756533921, "loss_fcos_loc": 0.18689398816786706, "loss_mask": 0.26963453553617, "loss_maskiou": 0.005387811514083296, "loss_sem_seg": 0.2977451840415597, "lr": 0.01, "mask_rcnn/accuracy": 0.8970725790316127, "mask_rcnn/false_negative": 0.08270033494558611, "mask_rcnn/false_positive": 0.12003944735215477, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.7626835526898503, "total_loss": 1.605453681684594} {"data_time": 0.009049401618540287, "eta_seconds": 96119.45610383246, "iteration": 137759, "loss_fcos_cls": 0.261720456648618, "loss_fcos_ctr": 0.6167243272066116, "loss_fcos_loc": 0.18696311814710498, "loss_mask": 0.26421625819057226, "loss_maskiou": 0.005640976327413227, "loss_sem_seg": 0.27344193775206804, "lr": 0.01, "mask_rcnn/accuracy": 0.897705483292218, "mask_rcnn/false_negative": 0.09516330471028434, "mask_rcnn/false_positive": 0.15316451274527026, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.7325923899188638, "total_loss": 1.608421316013846} {"data_time": 0.009723400697112083, "eta_seconds": 96161.52279330883, "iteration": 137779, "loss_fcos_cls": 0.24542438797652721, "loss_fcos_ctr": 0.619901280850172, "loss_fcos_loc": 0.1910559587413445, "loss_mask": 0.270319283939898, "loss_maskiou": 0.005438963577034883, "loss_sem_seg": 0.28461574902758, "lr": 0.01, "mask_rcnn/accuracy": 0.8977677063733295, "mask_rcnn/false_negative": 0.08605924419146146, "mask_rcnn/false_positive": 0.11610541012589279, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.5, "time": 0.7256355714052916, "total_loss": 1.6357018620255985} {"data_time": 0.009921201504766941, "eta_seconds": 96160.2089925427, "iteration": 137799, "loss_fcos_cls": 0.2564205313101411, "loss_fcos_ctr": 0.6209264416247606, "loss_fcos_loc": 0.19905894249677658, "loss_mask": 0.2592775383964181, "loss_maskiou": 0.00590971352357883, "loss_sem_seg": 0.28392286179587245, "lr": 0.01, "mask_rcnn/accuracy": 0.8969735621521335, "mask_rcnn/false_negative": 0.10146969613534465, "mask_rcnn/false_positive": 0.1204606087784401, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.7211974393576384, "total_loss": 1.6320498739078175} {"data_time": 0.009960033930838108, "eta_seconds": 96132.43164355401, "iteration": 137819, "loss_fcos_cls": 0.24538722541183233, "loss_fcos_ctr": 0.6181345647200942, "loss_fcos_loc": 0.19410521700046957, "loss_mask": 0.269178687594831, "loss_maskiou": 0.00544890106539242, "loss_sem_seg": 0.25436689192429185, "lr": 0.01, "mask_rcnn/accuracy": 0.8738714449954437, "mask_rcnn/false_negative": 0.09534769032776229, "mask_rcnn/false_positive": 0.1644068369165689, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.25, "time": 0.7362486775964499, "total_loss": 1.607390034943819} {"data_time": 0.010042419657111168, "eta_seconds": 96009.91817155853, "iteration": 137839, "loss_fcos_cls": 0.23852058127522469, "loss_fcos_ctr": 0.6185558009892702, "loss_fcos_loc": 0.18521077773766592, "loss_mask": 0.2506547402590513, "loss_maskiou": 0.004998443269869313, "loss_sem_seg": 0.25677318102680147, "lr": 0.01, "mask_rcnn/accuracy": 0.9015681081268532, "mask_rcnn/false_negative": 0.08739366897826287, "mask_rcnn/false_positive": 0.09376906170117781, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.25, "time": 0.718364748172462, "total_loss": 1.5629553338912956} {"data_time": 0.01058219000697136, "eta_seconds": 96049.21057462692, "iteration": 137859, "loss_fcos_cls": 0.25879725778941065, "loss_fcos_ctr": 0.6241537518799305, "loss_fcos_loc": 0.19923466199543327, "loss_mask": 0.2673423485830426, "loss_maskiou": 0.005729586075176485, "loss_sem_seg": 0.28939363826066256, "lr": 0.01, "mask_rcnn/accuracy": 0.8832353761391607, "mask_rcnn/false_negative": 0.10387326473132279, "mask_rcnn/false_positive": 0.1317457973466874, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.749023761600256, "total_loss": 1.6683505920373136} {"data_time": 0.009663907811045647, "eta_seconds": 96108.30000300147, "iteration": 137879, "loss_fcos_cls": 0.2528860279126093, "loss_fcos_ctr": 0.6229987777769566, "loss_fcos_loc": 0.19811973173636943, "loss_mask": 0.2681815894320607, "loss_maskiou": 0.005536845077585895, "loss_sem_seg": 0.27618572395294905, "lr": 0.01, "mask_rcnn/accuracy": 0.8723077981847531, "mask_rcnn/false_negative": 0.0940811067128883, "mask_rcnn/false_positive": 0.15017858717894222, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 41.25, "time": 0.7314426554366946, "total_loss": 1.6243764491191541} {"data_time": 0.009469118900597095, "eta_seconds": 95975.58000292815, "iteration": 137899, "loss_fcos_cls": 0.2625216767191887, "loss_fcos_ctr": 0.6206652368418872, "loss_fcos_loc": 0.19736109301447868, "loss_mask": 0.25922786304727197, "loss_maskiou": 0.005157651990884915, "loss_sem_seg": 0.2697018317412585, "lr": 0.01, "mask_rcnn/accuracy": 0.8861903070887447, "mask_rcnn/false_negative": 0.10651820372903434, "mask_rcnn/false_positive": 0.128183306024403, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.7437112871557474, "total_loss": 1.6304339969519788} {"data_time": 0.01042202953249216, "eta_seconds": 96060.92882592604, "iteration": 137919, "loss_fcos_cls": 0.2516641691327095, "loss_fcos_ctr": 0.6196837723255157, "loss_fcos_loc": 0.18809984461404383, "loss_mask": 0.2779882368631661, "loss_maskiou": 0.006506878438813146, "loss_sem_seg": 0.2932972307316959, "lr": 0.01, "mask_rcnn/accuracy": 0.8787060657596373, "mask_rcnn/false_negative": 0.09671607743862967, "mask_rcnn/false_positive": 0.12738173088862598, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.75, "time": 0.7325133606791496, "total_loss": 1.6309272140424582} {"data_time": 0.010074036195874214, "eta_seconds": 96047.41274946928, "iteration": 137939, "loss_fcos_cls": 0.24643681733869016, "loss_fcos_ctr": 0.6227395767346025, "loss_fcos_loc": 0.19376901153009385, "loss_mask": 0.26513839792460203, "loss_maskiou": 0.004985512343409937, "loss_sem_seg": 0.274030142929405, "lr": 0.01, "mask_rcnn/accuracy": 0.8744606810115351, "mask_rcnn/false_negative": 0.09800225469449006, "mask_rcnn/false_positive": 0.16414653690683423, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.25, "time": 0.7279116483405232, "total_loss": 1.5830630467853553} {"data_time": 0.010202538222074509, "eta_seconds": 95976.52366399765, "iteration": 137959, "loss_fcos_cls": 0.25141694606281817, "loss_fcos_ctr": 0.618635930120945, "loss_fcos_loc": 0.18611015961505473, "loss_mask": 0.2571346703916788, "loss_maskiou": 0.005179033229069319, "loss_sem_seg": 0.25609810603782535, "lr": 0.01, "mask_rcnn/accuracy": 0.8677207146594902, "mask_rcnn/false_negative": 0.1053901578555072, "mask_rcnn/false_positive": 0.1429408445617359, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.25, "time": 0.7197825293987989, "total_loss": 1.586157671539695} {"data_time": 0.010102595202624798, "eta_seconds": 96018.3209168315, "iteration": 137979, "loss_fcos_cls": 0.26206058473326266, "loss_fcos_ctr": 0.623326288536191, "loss_fcos_loc": 0.2016954227583483, "loss_mask": 0.2687994558364153, "loss_maskiou": 0.0058459018473513424, "loss_sem_seg": 0.2738916241796687, "lr": 0.01, "mask_rcnn/accuracy": 0.8785694762598917, "mask_rcnn/false_negative": 0.11356030371678191, "mask_rcnn/false_positive": 0.1226391999765834, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7202351791784167, "total_loss": 1.6553269035721314} {"data_time": 0.010652287863194942, "eta_seconds": 96003.7750005126, "iteration": 137999, "loss_fcos_cls": 0.24595820670947433, "loss_fcos_ctr": 0.6201300825923681, "loss_fcos_loc": 0.19081438751891255, "loss_mask": 0.2534738341346383, "loss_maskiou": 0.0053182491174084134, "loss_sem_seg": 0.32100248034112155, "lr": 0.01, "mask_rcnn/accuracy": 0.8941672599272268, "mask_rcnn/false_negative": 0.09799245318780811, "mask_rcnn/false_positive": 0.14155480951142527, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 32.0, "time": 0.7316431989893317, "total_loss": 1.6285608087837318} {"data_time": 0.010100905783474445, "eta_seconds": 95879.1550472565, "iteration": 138019, "loss_fcos_cls": 0.24620173359289765, "loss_fcos_ctr": 0.6205932712182403, "loss_fcos_loc": 0.19404755585128441, "loss_mask": 0.2675953730940819, "loss_maskiou": 0.005861902463948354, "loss_sem_seg": 0.25527632888406515, "lr": 0.01, "mask_rcnn/accuracy": 0.8646323914181058, "mask_rcnn/false_negative": 0.10384026503562159, "mask_rcnn/false_positive": 0.13925974628940224, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 36.5, "time": 0.721244452521205, "total_loss": 1.5792058394436026} {"data_time": 0.009471815079450607, "eta_seconds": 95873.86554807611, "iteration": 138039, "loss_fcos_cls": 0.2634030526969582, "loss_fcos_ctr": 0.6184383202344179, "loss_fcos_loc": 0.19911631848663092, "loss_mask": 0.28052568808197975, "loss_maskiou": 0.005954615218797699, "loss_sem_seg": 0.2859170609153807, "lr": 0.01, "mask_rcnn/accuracy": 0.8739845218819873, "mask_rcnn/false_negative": 0.10822269988962874, "mask_rcnn/false_positive": 0.15148537034573556, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.0, "time": 0.7316917898133397, "total_loss": 1.677637832966866} {"data_time": 0.00938986986875534, "eta_seconds": 96026.21171853784, "iteration": 138059, "loss_fcos_cls": 0.2670178620610386, "loss_fcos_ctr": 0.6209615124389529, "loss_fcos_loc": 0.1941343410871923, "loss_mask": 0.2634224221110344, "loss_maskiou": 0.00593641895102337, "loss_sem_seg": 0.33735927334055305, "lr": 0.01, "mask_rcnn/accuracy": 0.8989758947057084, "mask_rcnn/false_negative": 0.08463505567807209, "mask_rcnn/false_positive": 0.11770243157972547, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.5, "time": 0.7444229423999786, "total_loss": 1.6911629842070397} {"data_time": 0.009893563576042652, "eta_seconds": 95908.56975135114, "iteration": 138079, "loss_fcos_cls": 0.251561219105497, "loss_fcos_ctr": 0.6212471034377813, "loss_fcos_loc": 0.19348505322705023, "loss_mask": 0.2600201917812228, "loss_maskiou": 0.005578968142799567, "loss_sem_seg": 0.3242510976269841, "lr": 0.01, "mask_rcnn/accuracy": 0.867711967618519, "mask_rcnn/false_negative": 0.10961263171833394, "mask_rcnn/false_positive": 0.14633616008146766, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7134523345157504, "total_loss": 1.6536536859930493} {"data_time": 0.010808413848280907, "eta_seconds": 95830.2736388538, "iteration": 138099, "loss_fcos_cls": 0.25761883193627, "loss_fcos_ctr": 0.6190681187435985, "loss_fcos_loc": 0.19477477739565074, "loss_mask": 0.26233218563720584, "loss_maskiou": 0.005793782438558992, "loss_sem_seg": 0.3046169336885214, "lr": 0.01, "mask_rcnn/accuracy": 0.8818855885124084, "mask_rcnn/false_negative": 0.10873258351758103, "mask_rcnn/false_positive": 0.11238998280863136, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.0, "time": 0.7226991187781096, "total_loss": 1.651295265990484} {"data_time": 0.009726720862090588, "eta_seconds": 95815.74300244637, "iteration": 138119, "loss_fcos_cls": 0.2590836026938632, "loss_fcos_ctr": 0.6187413767911494, "loss_fcos_loc": 0.18791313329711556, "loss_mask": 0.26308882189914584, "loss_maskiou": 0.004967160573869478, "loss_sem_seg": 0.2859618226066232, "lr": 0.01, "mask_rcnn/accuracy": 0.8925804125998225, "mask_rcnn/false_negative": 0.1037930338786652, "mask_rcnn/false_positive": 0.11110415239359908, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.75, "time": 0.7236697748303413, "total_loss": 1.6110751015548885} {"data_time": 0.00952258612960577, "eta_seconds": 95776.0301925093, "iteration": 138139, "loss_fcos_cls": 0.2521823315182701, "loss_fcos_ctr": 0.6171428496018052, "loss_fcos_loc": 0.18453212571330369, "loss_mask": 0.2560073686763644, "loss_maskiou": 0.005381350267271046, "loss_sem_seg": 0.2940702270716429, "lr": 0.01, "mask_rcnn/accuracy": 0.8848183476289067, "mask_rcnn/false_negative": 0.08043835204160028, "mask_rcnn/false_positive": 0.16356707806744708, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.0, "time": 0.7056818855926394, "total_loss": 1.6113578253789456} {"data_time": 0.010066304355859756, "eta_seconds": 95726.23774227966, "iteration": 138159, "loss_fcos_cls": 0.2527527876663953, "loss_fcos_ctr": 0.6181940659880638, "loss_fcos_loc": 0.1958122873911634, "loss_mask": 0.2636661557480693, "loss_maskiou": 0.005500816914718598, "loss_sem_seg": 0.26178094558417797, "lr": 0.01, "mask_rcnn/accuracy": 0.8935243469682246, "mask_rcnn/false_negative": 0.0864396775354847, "mask_rcnn/false_positive": 0.10940640688319736, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7242230717092752, "total_loss": 1.5850077285140287} {"data_time": 0.009986900724470615, "eta_seconds": 95683.11970887799, "iteration": 138179, "loss_fcos_cls": 0.2516292193904519, "loss_fcos_ctr": 0.6196161981206387, "loss_fcos_loc": 0.19060621364042163, "loss_mask": 0.2676217658445239, "loss_maskiou": 0.006091081566410139, "loss_sem_seg": 0.3020848063752055, "lr": 0.01, "mask_rcnn/accuracy": 0.8823956444279839, "mask_rcnn/false_negative": 0.08274506341660315, "mask_rcnn/false_positive": 0.144016280107562, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.5, "time": 0.7405736409127712, "total_loss": 1.6286477791218203} {"data_time": 0.01121613010764122, "eta_seconds": 95665.37930792384, "iteration": 138199, "loss_fcos_cls": 0.24745770543813705, "loss_fcos_ctr": 0.6181623609736562, "loss_fcos_loc": 0.18352974532172084, "loss_mask": 0.26023524906486273, "loss_maskiou": 0.004884235451754648, "loss_sem_seg": 0.258412660099566, "lr": 0.01, "mask_rcnn/accuracy": 0.8784559431880861, "mask_rcnn/false_negative": 0.1038539985094501, "mask_rcnn/false_positive": 0.12994193916815094, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7396396538242698, "total_loss": 1.5565398748804} {"data_time": 0.010527294129133224, "eta_seconds": 95645.0889292527, "iteration": 138219, "loss_fcos_cls": 0.241170096793212, "loss_fcos_ctr": 0.6186617072671652, "loss_fcos_loc": 0.18585712963249534, "loss_mask": 0.25705679319798946, "loss_maskiou": 0.005304339858412277, "loss_sem_seg": 0.26109701371751726, "lr": 0.01, "mask_rcnn/accuracy": 0.8804626017073496, "mask_rcnn/false_negative": 0.10465680133750585, "mask_rcnn/false_positive": 0.14443902728697816, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7210649503394961, "total_loss": 1.5987338783597806} {"data_time": 0.009549242444336414, "eta_seconds": 95639.56832341943, "iteration": 138239, "loss_fcos_cls": 0.25441477401182055, "loss_fcos_ctr": 0.6158368936739862, "loss_fcos_loc": 0.17654331284575164, "loss_mask": 0.2526658624410629, "loss_maskiou": 0.005484940360474866, "loss_sem_seg": 0.2635056246072054, "lr": 0.01, "mask_rcnn/accuracy": 0.9039665351266364, "mask_rcnn/false_negative": 0.08519668570313264, "mask_rcnn/false_positive": 0.10610686754158585, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7293967669829726, "total_loss": 1.5756594740596483} {"data_time": 0.01038912869989872, "eta_seconds": 95625.05119493324, "iteration": 138259, "loss_fcos_cls": 0.2568207250442356, "loss_fcos_ctr": 0.6177921388298273, "loss_fcos_loc": 0.19249271450098604, "loss_mask": 0.2644384568557143, "loss_maskiou": 0.005554594492423348, "loss_sem_seg": 0.28715992043726146, "lr": 0.01, "mask_rcnn/accuracy": 0.8971116572509037, "mask_rcnn/false_negative": 0.08490911028304401, "mask_rcnn/false_positive": 0.13280191474895386, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.0, "time": 0.7339880270883441, "total_loss": 1.601026520234882} {"data_time": 0.010637529194355011, "eta_seconds": 95593.21104361676, "iteration": 138279, "loss_fcos_cls": 0.25408394902478904, "loss_fcos_ctr": 0.6212721606716514, "loss_fcos_loc": 0.19819978927262127, "loss_mask": 0.2566321352496743, "loss_maskiou": 0.004956594049872365, "loss_sem_seg": 0.29386937292292714, "lr": 0.01, "mask_rcnn/accuracy": 0.8900621653647982, "mask_rcnn/false_negative": 0.10323339131837161, "mask_rcnn/false_positive": 0.13026771216097835, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.75, "time": 0.702177450992167, "total_loss": 1.640718159116659} {"data_time": 0.01026859600096941, "eta_seconds": 95596.01693796087, "iteration": 138299, "loss_fcos_cls": 0.25431255262810737, "loss_fcos_ctr": 0.6203739838674664, "loss_fcos_loc": 0.1857019884046167, "loss_mask": 0.2587101305834949, "loss_maskiou": 0.005063342621724587, "loss_sem_seg": 0.2993575839791447, "lr": 0.01, "mask_rcnn/accuracy": 0.8848440431878052, "mask_rcnn/false_negative": 0.08435346566704326, "mask_rcnn/false_positive": 0.1685674248526699, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.25, "time": 0.7145169153809547, "total_loss": 1.6004421843827004} {"data_time": 0.009406322613358498, "eta_seconds": 95581.49980947468, "iteration": 138319, "loss_fcos_cls": 0.25040485663339496, "loss_fcos_ctr": 0.6213090615347028, "loss_fcos_loc": 0.20003032172098756, "loss_mask": 0.2703165868297219, "loss_maskiou": 0.005929309510975145, "loss_sem_seg": 0.3075335952453315, "lr": 0.01, "mask_rcnn/accuracy": 0.874310064935065, "mask_rcnn/false_negative": 0.09318225412475376, "mask_rcnn/false_positive": 0.17179248553331933, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7122244704514742, "total_loss": 1.642326635250356} {"data_time": 0.01022763829678297, "eta_seconds": 95553.05366879795, "iteration": 138339, "loss_fcos_cls": 0.24805095850024372, "loss_fcos_ctr": 0.619600678794086, "loss_fcos_loc": 0.1969837109791115, "loss_mask": 0.2662492669187486, "loss_maskiou": 0.005545918829739094, "loss_sem_seg": 0.2948179296217859, "lr": 0.01, "mask_rcnn/accuracy": 0.8768114984774117, "mask_rcnn/false_negative": 0.0996715776812552, "mask_rcnn/false_positive": 0.1398009082253715, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.5, "time": 0.716825402341783, "total_loss": 1.6456861096230568} {"data_time": 0.009992462582886219, "eta_seconds": 95552.46555250231, "iteration": 138359, "loss_fcos_cls": 0.25863341242074966, "loss_fcos_ctr": 0.6201833700761199, "loss_fcos_loc": 0.1956235928228125, "loss_mask": 0.2606725739315152, "loss_maskiou": 0.0050803083468053956, "loss_sem_seg": 0.32903524418361485, "lr": 0.01, "mask_rcnn/accuracy": 0.9003598760932945, "mask_rcnn/false_negative": 0.08577353431457557, "mask_rcnn/false_positive": 0.12205787747918985, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.5, "time": 0.735989436507225, "total_loss": 1.6784475557851692} {"data_time": 0.009622521698474884, "eta_seconds": 95600.47570899874, "iteration": 138379, "loss_fcos_cls": 0.2510980530641973, "loss_fcos_ctr": 0.6221301751211286, "loss_fcos_loc": 0.20116890431381762, "loss_mask": 0.25797876669093966, "loss_maskiou": 0.005116478798299795, "loss_sem_seg": 0.3401921335607767, "lr": 0.01, "mask_rcnn/accuracy": 0.8977937008136587, "mask_rcnn/false_negative": 0.0752426041944682, "mask_rcnn/false_positive": 0.13371086964764556, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7357669435441494, "total_loss": 1.6834975111414678} {"data_time": 0.009978481568396091, "eta_seconds": 95609.95058819465, "iteration": 138399, "loss_fcos_cls": 0.25239110365509987, "loss_fcos_ctr": 0.6189330331981182, "loss_fcos_loc": 0.19396761595271528, "loss_mask": 0.26956701278686523, "loss_maskiou": 0.005870692832104396, "loss_sem_seg": 0.2897572433575988, "lr": 0.01, "mask_rcnn/accuracy": 0.9022812057680918, "mask_rcnn/false_negative": 0.0878535917959598, "mask_rcnn/false_positive": 0.1079109269279345, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.724217813462019, "total_loss": 1.637826555124775} {"data_time": 0.009621895849704742, "eta_seconds": 95612.5070381267, "iteration": 138419, "loss_fcos_cls": 0.25354845938272774, "loss_fcos_ctr": 0.6211419617757201, "loss_fcos_loc": 0.19979553029406816, "loss_mask": 0.2633352307602763, "loss_maskiou": 0.0056200007420557085, "loss_sem_seg": 0.2776107955724001, "lr": 0.01, "mask_rcnn/accuracy": 0.8801836354163007, "mask_rcnn/false_negative": 0.10232960901803748, "mask_rcnn/false_positive": 0.13439882822345262, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.7600037595257163, "total_loss": 1.6190257507987553} {"data_time": 0.010486065410077572, "eta_seconds": 95580.89003376476, "iteration": 138439, "loss_fcos_cls": 0.2597384515684098, "loss_fcos_ctr": 0.623249881900847, "loss_fcos_loc": 0.20655819005332887, "loss_mask": 0.2701992131769657, "loss_maskiou": 0.005557116419367958, "loss_sem_seg": 0.2689695078879595, "lr": 0.01, "mask_rcnn/accuracy": 0.8867478967284483, "mask_rcnn/false_negative": 0.09330476554693765, "mask_rcnn/false_positive": 0.12214840334664426, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.721541004255414, "total_loss": 1.6181011894150288} {"data_time": 0.009475115686655045, "eta_seconds": 95521.91087196674, "iteration": 138459, "loss_fcos_cls": 0.24090282036922872, "loss_fcos_ctr": 0.616428972221911, "loss_fcos_loc": 0.19112093513831496, "loss_mask": 0.2556792227551341, "loss_maskiou": 0.005220414695941145, "loss_sem_seg": 0.23910932324361056, "lr": 0.01, "mask_rcnn/accuracy": 0.8840497119024994, "mask_rcnn/false_negative": 0.10598774186863988, "mask_rcnn/false_positive": 0.12427456935925751, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7112392941489816, "total_loss": 1.5270766288158484} {"data_time": 0.009351195767521858, "eta_seconds": 95471.21466854215, "iteration": 138479, "loss_fcos_cls": 0.23990550264716148, "loss_fcos_ctr": 0.6214999491348863, "loss_fcos_loc": 0.19464325811713934, "loss_mask": 0.26024702936410904, "loss_maskiou": 0.005584001992247067, "loss_sem_seg": 0.26668624905869365, "lr": 0.01, "mask_rcnn/accuracy": 0.8846218524723322, "mask_rcnn/false_negative": 0.09322826339293877, "mask_rcnn/false_positive": 0.15711082914660635, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 33.5, "time": 0.7316687013953924, "total_loss": 1.575607234815834} {"data_time": 0.009402137249708176, "eta_seconds": 95456.69665017724, "iteration": 138499, "loss_fcos_cls": 0.2529661423759535, "loss_fcos_ctr": 0.6207139287143946, "loss_fcos_loc": 0.19020688789896667, "loss_mask": 0.2555137351155281, "loss_maskiou": 0.005082713301817421, "loss_sem_seg": 0.28694930439814925, "lr": 0.01, "mask_rcnn/accuracy": 0.88433043483174, "mask_rcnn/false_negative": 0.1017375184208996, "mask_rcnn/false_positive": 0.12691046349995017, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7046255273744464, "total_loss": 1.6422937244860805} {"data_time": 0.010440245270729065, "eta_seconds": 95431.39459746704, "iteration": 138519, "loss_fcos_cls": 0.24864971183706075, "loss_fcos_ctr": 0.6226486070081592, "loss_fcos_loc": 0.19996654568240047, "loss_mask": 0.2688072882592678, "loss_maskiou": 0.005169534037122503, "loss_sem_seg": 0.2989105246961117, "lr": 0.01, "mask_rcnn/accuracy": 0.8842673192836674, "mask_rcnn/false_negative": 0.08774402057349703, "mask_rcnn/false_positive": 0.12099916240658315, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.25, "time": 0.7235723230987787, "total_loss": 1.64772542535502} {"data_time": 0.009423715062439442, "eta_seconds": 95427.66061344743, "iteration": 138539, "loss_fcos_cls": 0.2613927486818284, "loss_fcos_ctr": 0.6183354412205517, "loss_fcos_loc": 0.1962032183073461, "loss_mask": 0.2567898891866207, "loss_maskiou": 0.006385972010320984, "loss_sem_seg": 0.26552608876954764, "lr": 0.01, "mask_rcnn/accuracy": 0.8909872803287981, "mask_rcnn/false_negative": 0.09573675307580523, "mask_rcnn/false_positive": 0.15108685936831268, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.5, "time": 0.7398365512490273, "total_loss": 1.6091620400402462} {"data_time": 0.010860137641429901, "eta_seconds": 95449.2932767896, "iteration": 138559, "loss_fcos_cls": 0.24930025986395776, "loss_fcos_ctr": 0.618603406008333, "loss_fcos_loc": 0.18352512994897552, "loss_mask": 0.2659999905154109, "loss_maskiou": 0.005593845853582025, "loss_sem_seg": 0.2665486945770681, "lr": 0.01, "mask_rcnn/accuracy": 0.8962855975723623, "mask_rcnn/false_negative": 0.09375695498632608, "mask_rcnn/false_positive": 0.13424964413655885, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.0, "time": 0.7353919995948672, "total_loss": 1.5812173490485293} {"data_time": 0.009985415264964104, "eta_seconds": 95456.69100866932, "iteration": 138579, "loss_fcos_cls": 0.25186531082727015, "loss_fcos_ctr": 0.62118069967255, "loss_fcos_loc": 0.19833901175297797, "loss_mask": 0.2556945625692606, "loss_maskiou": 0.005246607037406648, "loss_sem_seg": 0.2763170739635825, "lr": 0.01, "mask_rcnn/accuracy": 0.871167272577047, "mask_rcnn/false_negative": 0.09165914700421969, "mask_rcnn/false_positive": 0.16024530935556655, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7265082132071257, "total_loss": 1.5997387680690736} {"data_time": 0.009666272439062595, "eta_seconds": 95420.24623871874, "iteration": 138599, "loss_fcos_cls": 0.2539225204382092, "loss_fcos_ctr": 0.6195889180526137, "loss_fcos_loc": 0.18757299426943064, "loss_mask": 0.26663580164313316, "loss_maskiou": 0.005489762799697928, "loss_sem_seg": 0.2876936935354024, "lr": 0.01, "mask_rcnn/accuracy": 0.8845067559991029, "mask_rcnn/false_negative": 0.09139293197699917, "mask_rcnn/false_positive": 0.13071620011469992, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.0, "time": 0.7259730845689774, "total_loss": 1.6306192142292275} {"data_time": 0.011260095983743668, "eta_seconds": 95405.72271968331, "iteration": 138619, "loss_fcos_cls": 0.257831719936803, "loss_fcos_ctr": 0.623325889930129, "loss_fcos_loc": 0.19818084011785686, "loss_mask": 0.26608375273644924, "loss_maskiou": 0.005575678456807509, "loss_sem_seg": 0.28245295950910076, "lr": 0.01, "mask_rcnn/accuracy": 0.8754863552563883, "mask_rcnn/false_negative": 0.08354320868307849, "mask_rcnn/false_positive": 0.1540576106979158, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7068657139316201, "total_loss": 1.6469533380222856} {"data_time": 0.010522318072617054, "eta_seconds": 95335.32847986091, "iteration": 138639, "loss_fcos_cls": 0.2516094285529107, "loss_fcos_ctr": 0.6190779320895672, "loss_fcos_loc": 0.1792238017078489, "loss_mask": 0.2535905917175114, "loss_maskiou": 0.005191310498048551, "loss_sem_seg": 0.2780697261914611, "lr": 0.01, "mask_rcnn/accuracy": 0.8921331126612604, "mask_rcnn/false_negative": 0.09188216758120207, "mask_rcnn/false_positive": 0.11964757758418393, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.25, "time": 0.705703305080533, "total_loss": 1.5845947875350248} {"data_time": 0.01025228202342987, "eta_seconds": 95320.8134672651, "iteration": 138659, "loss_fcos_cls": 0.2533328225836158, "loss_fcos_ctr": 0.6210740334354341, "loss_fcos_loc": 0.1988416842650622, "loss_mask": 0.27380485041067004, "loss_maskiou": 0.00574625266744988, "loss_sem_seg": 0.28835395735222846, "lr": 0.01, "mask_rcnn/accuracy": 0.8814372877280514, "mask_rcnn/false_negative": 0.11065107936462365, "mask_rcnn/false_positive": 0.12459633212747177, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.728368766605854, "total_loss": 1.6397706117786583} {"data_time": 0.009591258130967617, "eta_seconds": 95240.30308045074, "iteration": 138679, "loss_fcos_cls": 0.2617373827379197, "loss_fcos_ctr": 0.618740068282932, "loss_fcos_loc": 0.1974287482444197, "loss_mask": 0.25935335783287883, "loss_maskiou": 0.005422705798991956, "loss_sem_seg": 0.30322613404132426, "lr": 0.01, "mask_rcnn/accuracy": 0.8961911628005239, "mask_rcnn/false_negative": 0.08575263502705473, "mask_rcnn/false_positive": 0.12430668108407592, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.5, "time": 0.7053943183273077, "total_loss": 1.6272564462506125} {"data_time": 0.00974880252033472, "eta_seconds": 95195.67221248057, "iteration": 138699, "loss_fcos_cls": 0.2739056162536144, "loss_fcos_ctr": 0.6184082413092256, "loss_fcos_loc": 0.19406380713917315, "loss_mask": 0.2600267147645354, "loss_maskiou": 0.005338903807569295, "loss_sem_seg": 0.27102183387614787, "lr": 0.01, "mask_rcnn/accuracy": 0.8766615198711063, "mask_rcnn/false_negative": 0.09639831190227954, "mask_rcnn/false_positive": 0.1186087841179862, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.75, "time": 0.7225578287616372, "total_loss": 1.6243138631398324} {"data_time": 0.010421850718557835, "eta_seconds": 95157.07500575855, "iteration": 138719, "loss_fcos_cls": 0.2515530512901023, "loss_fcos_ctr": 0.6196546154096723, "loss_fcos_loc": 0.1959526330465451, "loss_mask": 0.26157440757378936, "loss_maskiou": 0.005513113472261466, "loss_sem_seg": 0.30279689840972424, "lr": 0.01, "mask_rcnn/accuracy": 0.8835587513694002, "mask_rcnn/false_negative": 0.0989994085459028, "mask_rcnn/false_positive": 0.12581577847624406, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.5, "time": 0.7195170447230339, "total_loss": 1.641189385612961} {"data_time": 0.009725047275424004, "eta_seconds": 95166.67146695312, "iteration": 138739, "loss_fcos_cls": 0.2673671814845875, "loss_fcos_ctr": 0.6190300863236189, "loss_fcos_loc": 0.1964459652081132, "loss_mask": 0.2667939937673509, "loss_maskiou": 0.005970929607428843, "loss_sem_seg": 0.27683292096480727, "lr": 0.01, "mask_rcnn/accuracy": 0.8831942078269843, "mask_rcnn/false_negative": 0.08696007752666315, "mask_rcnn/false_positive": 0.14487884041334065, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.5, "time": 0.7280202424153686, "total_loss": 1.6273705024796072} {"data_time": 0.00983172096312046, "eta_seconds": 95116.91964595299, "iteration": 138759, "loss_fcos_cls": 0.24726171710062772, "loss_fcos_ctr": 0.6171494098380208, "loss_fcos_loc": 0.18775913072749972, "loss_mask": 0.2558702798560262, "loss_maskiou": 0.004599230465828441, "loss_sem_seg": 0.3085757251828909, "lr": 0.01, "mask_rcnn/accuracy": 0.876213072641644, "mask_rcnn/false_negative": 0.10922147137838971, "mask_rcnn/false_positive": 0.12448376731567892, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.7258846731856465, "total_loss": 1.612872809433611} {"data_time": 0.009997121058404446, "eta_seconds": 95092.02355265431, "iteration": 138779, "loss_fcos_cls": 0.2543591680005193, "loss_fcos_ctr": 0.6180011900141835, "loss_fcos_loc": 0.18682071939110756, "loss_mask": 0.25230451114475727, "loss_maskiou": 0.004978461016435176, "loss_sem_seg": 0.29847202473320067, "lr": 0.01, "mask_rcnn/accuracy": 0.8906424050960826, "mask_rcnn/false_negative": 0.08893580822146192, "mask_rcnn/false_positive": 0.1252621280169992, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 22.75, "time": 0.7196899196133018, "total_loss": 1.6275608450669097} {"data_time": 0.009807316586375237, "eta_seconds": 95148.34549209755, "iteration": 138799, "loss_fcos_cls": 0.2545793675817549, "loss_fcos_ctr": 0.6186646805144846, "loss_fcos_loc": 0.19467731635086238, "loss_mask": 0.2659139223396778, "loss_maskiou": 0.0056048288533929735, "loss_sem_seg": 0.2957777646370232, "lr": 0.01, "mask_rcnn/accuracy": 0.8816210673573335, "mask_rcnn/false_negative": 0.09235203606731612, "mask_rcnn/false_positive": 0.14669181234562842, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7362817954272032, "total_loss": 1.642643622981268} {"data_time": 0.01023164577782154, "eta_seconds": 95063.03672171943, "iteration": 138819, "loss_fcos_cls": 0.2489900840446353, "loss_fcos_ctr": 0.6213482581079006, "loss_fcos_loc": 0.19211279251612723, "loss_mask": 0.2725724494084716, "loss_maskiou": 0.005778211183496751, "loss_sem_seg": 0.28614415554329753, "lr": 0.01, "mask_rcnn/accuracy": 0.8735968007332804, "mask_rcnn/false_negative": 0.10312682815835197, "mask_rcnn/false_positive": 0.14290085560728932, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 36.0, "time": 0.7068090466782451, "total_loss": 1.6481008565933735} {"data_time": 0.009670998901128769, "eta_seconds": 95046.31193374377, "iteration": 138839, "loss_fcos_cls": 0.2578919171355665, "loss_fcos_ctr": 0.6224098172970116, "loss_fcos_loc": 0.20016775745898485, "loss_mask": 0.2787938881665468, "loss_maskiou": 0.006238635862246156, "loss_sem_seg": 0.30007168743759394, "lr": 0.01, "mask_rcnn/accuracy": 0.8903352373558119, "mask_rcnn/false_negative": 0.09054465870197674, "mask_rcnn/false_positive": 0.13882336690806374, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.0, "time": 0.7097802590578794, "total_loss": 1.658495493378723} {"data_time": 0.009179865010082722, "eta_seconds": 95029.60113893542, "iteration": 138859, "loss_fcos_cls": 0.2650315472856164, "loss_fcos_ctr": 0.620756191201508, "loss_fcos_loc": 0.19114004413131624, "loss_mask": 0.2636773460544646, "loss_maskiou": 0.005696569234714843, "loss_sem_seg": 0.26507677882909775, "lr": 0.01, "mask_rcnn/accuracy": 0.8895529245231626, "mask_rcnn/false_negative": 0.0816426161744361, "mask_rcnn/false_positive": 0.12095651665707399, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.25, "time": 0.7395891370251775, "total_loss": 1.626384792267345} {"data_time": 0.009209670126438141, "eta_seconds": 94957.0172352232, "iteration": 138879, "loss_fcos_cls": 0.24720429547596723, "loss_fcos_ctr": 0.6192422020249069, "loss_fcos_loc": 0.1944510834873654, "loss_mask": 0.2499756934121251, "loss_maskiou": 0.005334615212632343, "loss_sem_seg": 0.30941906850785017, "lr": 0.01, "mask_rcnn/accuracy": 0.8946260778558915, "mask_rcnn/false_negative": 0.09401987038339504, "mask_rcnn/false_positive": 0.13990219028791206, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.75, "time": 0.7202449403703213, "total_loss": 1.6263162214527256} {"data_time": 0.00915056187659502, "eta_seconds": 94886.82486901525, "iteration": 138899, "loss_fcos_cls": 0.25336825544945896, "loss_fcos_ctr": 0.6180041502229869, "loss_fcos_loc": 0.18541906116297469, "loss_mask": 0.25622588070109487, "loss_maskiou": 0.005008053551136982, "loss_sem_seg": 0.26628677686676383, "lr": 0.01, "mask_rcnn/accuracy": 0.9026189225690275, "mask_rcnn/false_negative": 0.08175512803204908, "mask_rcnn/false_positive": 0.10854123048914932, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.7102226689457893, "total_loss": 1.6026052318738948} {"data_time": 0.012725351378321648, "eta_seconds": 94872.34949127305, "iteration": 138919, "loss_fcos_cls": 0.26420914160553366, "loss_fcos_ctr": 0.623021851060912, "loss_fcos_loc": 0.20110827148891985, "loss_mask": 0.27969237975776196, "loss_maskiou": 0.006156113129691221, "loss_sem_seg": 0.25446097692474723, "lr": 0.01, "mask_rcnn/accuracy": 0.8664192949907236, "mask_rcnn/false_negative": 0.09602702196461962, "mask_rcnn/false_positive": 0.15052835073142984, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.25, "time": 0.7296275161206722, "total_loss": 1.6462557851482416} {"data_time": 0.01050169114023447, "eta_seconds": 94846.4484367501, "iteration": 138939, "loss_fcos_cls": 0.24748807956348173, "loss_fcos_ctr": 0.6173216057941318, "loss_fcos_loc": 0.1833957975031808, "loss_mask": 0.2669687271118164, "loss_maskiou": 0.005296952218486695, "loss_sem_seg": 0.2741421009413898, "lr": 0.01, "mask_rcnn/accuracy": 0.8795761725742929, "mask_rcnn/false_negative": 0.09221976509687702, "mask_rcnn/false_positive": 0.16117298819141185, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.5, "time": 0.7139451559633017, "total_loss": 1.5833988756203325} {"data_time": 0.009829907678067684, "eta_seconds": 94843.39873578865, "iteration": 138959, "loss_fcos_cls": 0.2518639250192791, "loss_fcos_ctr": 0.6175897801294923, "loss_fcos_loc": 0.1881999489851296, "loss_mask": 0.25834714341908693, "loss_maskiou": 0.005185804264328908, "loss_sem_seg": 0.28333238884806633, "lr": 0.01, "mask_rcnn/accuracy": 0.8912759874357906, "mask_rcnn/false_negative": 0.09485312503558466, "mask_rcnn/false_positive": 0.12663408870201828, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7237845873460174, "total_loss": 1.6088827541498176} {"data_time": 0.010901628993451595, "eta_seconds": 94803.44780078903, "iteration": 138979, "loss_fcos_cls": 0.23660750081762671, "loss_fcos_ctr": 0.6171384183689952, "loss_fcos_loc": 0.17941603367216885, "loss_mask": 0.2654756987467408, "loss_maskiou": 0.005402508963015862, "loss_sem_seg": 0.285597235430032, "lr": 0.01, "mask_rcnn/accuracy": 0.8705888605442177, "mask_rcnn/false_negative": 0.1137433417520601, "mask_rcnn/false_positive": 0.14329408292754905, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.25, "time": 0.7082112478092313, "total_loss": 1.5688038038788363} {"data_time": 0.009381708689033985, "eta_seconds": 94826.59642537963, "iteration": 138999, "loss_fcos_cls": 0.26448716677259654, "loss_fcos_ctr": 0.6221656398847699, "loss_fcos_loc": 0.20315588609082624, "loss_mask": 0.27261003479361534, "loss_maskiou": 0.005375231290599913, "loss_sem_seg": 0.29544173181056976, "lr": 0.01, "mask_rcnn/accuracy": 0.8729026671644267, "mask_rcnn/false_negative": 0.0955698832406481, "mask_rcnn/false_positive": 0.15736559674021422, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.7463633809238672, "total_loss": 1.6552049737874768} {"data_time": 0.00941882561892271, "eta_seconds": 94824.58684929181, "iteration": 139019, "loss_fcos_cls": 0.24765429631224833, "loss_fcos_ctr": 0.6202490571886301, "loss_fcos_loc": 0.19481322984211147, "loss_mask": 0.2588963471353054, "loss_maskiou": 0.004987392960174475, "loss_sem_seg": 0.28937546629458666, "lr": 0.01, "mask_rcnn/accuracy": 0.8767497433424589, "mask_rcnn/false_negative": 0.09489629373761535, "mask_rcnn/false_positive": 0.15748964612788136, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 41.0, "time": 0.7199160493910313, "total_loss": 1.609085916163167} {"data_time": 0.009297354146838188, "eta_seconds": 94815.96212601755, "iteration": 139039, "loss_fcos_cls": 0.23953572183381766, "loss_fcos_ctr": 0.6185907274484634, "loss_fcos_loc": 0.18849602190311998, "loss_mask": 0.2688941154628992, "loss_maskiou": 0.005064130265964195, "loss_sem_seg": 0.26810197811573744, "lr": 0.01, "mask_rcnn/accuracy": 0.88566057461632, "mask_rcnn/false_negative": 0.08389182836503625, "mask_rcnn/false_positive": 0.14782623648346202, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.75, "time": 0.7380230901762843, "total_loss": 1.599537525413325} {"data_time": 0.009924703277647495, "eta_seconds": 94783.16472802218, "iteration": 139059, "loss_fcos_cls": 0.2486426557879895, "loss_fcos_ctr": 0.6189758088439703, "loss_fcos_loc": 0.19676755380351096, "loss_mask": 0.2633487335406244, "loss_maskiou": 0.005861487123183906, "loss_sem_seg": 0.29899250250309706, "lr": 0.01, "mask_rcnn/accuracy": 0.8962278265736674, "mask_rcnn/false_negative": 0.09582787373933102, "mask_rcnn/false_positive": 0.1273263330663721, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 34.75, "time": 0.7296615894883871, "total_loss": 1.61395810306567} {"data_time": 0.009888184256851673, "eta_seconds": 94789.862657791, "iteration": 139079, "loss_fcos_cls": 0.25338470516726375, "loss_fcos_ctr": 0.6191793642938137, "loss_fcos_loc": 0.18931602529482916, "loss_mask": 0.27327143494039774, "loss_maskiou": 0.006168272557260934, "loss_sem_seg": 0.26130274683237076, "lr": 0.01, "mask_rcnn/accuracy": 0.8916348467867351, "mask_rcnn/false_negative": 0.08847308231278675, "mask_rcnn/false_positive": 0.13385019674224413, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.5, "time": 0.7255837898701429, "total_loss": 1.6035809122549836} {"data_time": 0.011422359384596348, "eta_seconds": 94778.76400324143, "iteration": 139099, "loss_fcos_cls": 0.2449554941849783, "loss_fcos_ctr": 0.6203683689236641, "loss_fcos_loc": 0.19758775690570474, "loss_mask": 0.2727269185706973, "loss_maskiou": 0.005785843022749759, "loss_sem_seg": 0.30909006111323833, "lr": 0.01, "mask_rcnn/accuracy": 0.8650297271117939, "mask_rcnn/false_negative": 0.11789822622881008, "mask_rcnn/false_positive": 0.1406917811523882, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.5, "time": 0.7358973687514663, "total_loss": 1.6408270756801357} {"data_time": 0.010713991709053516, "eta_seconds": 94785.66660826653, "iteration": 139119, "loss_fcos_cls": 0.2456360044889152, "loss_fcos_ctr": 0.6193558052182198, "loss_fcos_loc": 0.18784270191099495, "loss_mask": 0.2684019887819886, "loss_maskiou": 0.005618350580334663, "loss_sem_seg": 0.28408702020533383, "lr": 0.01, "mask_rcnn/accuracy": 0.884329555814295, "mask_rcnn/false_negative": 0.09647483080676927, "mask_rcnn/false_positive": 0.12823783643688347, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.0, "time": 0.7321200184524059, "total_loss": 1.6344133460370358} {"data_time": 0.011212841607630253, "eta_seconds": 94810.53723591473, "iteration": 139139, "loss_fcos_cls": 0.2603567719925195, "loss_fcos_ctr": 0.6176463193260133, "loss_fcos_loc": 0.19309450197033584, "loss_mask": 0.26164934039115906, "loss_maskiou": 0.00524350755586056, "loss_sem_seg": 0.270844966173172, "lr": 0.01, "mask_rcnn/accuracy": 0.9076745978187787, "mask_rcnn/false_negative": 0.0776232304729714, "mask_rcnn/false_positive": 0.10986809361794674, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 36.0, "time": 0.7136534294113517, "total_loss": 1.599369649833534} {"data_time": 0.010312482714653015, "eta_seconds": 94796.04696956556, "iteration": 139159, "loss_fcos_cls": 0.24784715147688985, "loss_fcos_ctr": 0.6182686728425324, "loss_fcos_loc": 0.1790845604846254, "loss_mask": 0.25335618341341615, "loss_maskiou": 0.0055317674195976, "loss_sem_seg": 0.26651645661331713, "lr": 0.01, "mask_rcnn/accuracy": 0.9034175301394689, "mask_rcnn/false_negative": 0.07486068227724588, "mask_rcnn/false_positive": 0.10810791544684908, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.0, "time": 0.7247262271121144, "total_loss": 1.5848254846423515} {"data_time": 0.009947250597178936, "eta_seconds": 94720.84006744064, "iteration": 139179, "loss_fcos_cls": 0.2501972217578441, "loss_fcos_ctr": 0.6215700246393681, "loss_fcos_loc": 0.19345855340361595, "loss_mask": 0.2553721643052995, "loss_maskiou": 0.005331410167855211, "loss_sem_seg": 0.25751354615204036, "lr": 0.01, "mask_rcnn/accuracy": 0.8825752307060422, "mask_rcnn/false_negative": 0.10364895119944253, "mask_rcnn/false_positive": 0.11530470394509058, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7201046207919717, "total_loss": 1.6060785676454543} {"data_time": 0.01025695912539959, "eta_seconds": 94694.27462360356, "iteration": 139199, "loss_fcos_cls": 0.25201945926528424, "loss_fcos_ctr": 0.6188976690173149, "loss_fcos_loc": 0.19112619711086154, "loss_mask": 0.2541539492085576, "loss_maskiou": 0.004823463816137519, "loss_sem_seg": 0.27785865403711796, "lr": 0.01, "mask_rcnn/accuracy": 0.8897608484662056, "mask_rcnn/false_negative": 0.07721055455854194, "mask_rcnn/false_positive": 0.14355791207763693, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.25, "time": 0.7120571229606867, "total_loss": 1.5862951115122996} {"data_time": 0.010382727719843388, "eta_seconds": 94691.87809954025, "iteration": 139219, "loss_fcos_cls": 0.2571518331533298, "loss_fcos_ctr": 0.6207349887117743, "loss_fcos_loc": 0.19537031993968412, "loss_mask": 0.27137690410017967, "loss_maskiou": 0.005299500306136906, "loss_sem_seg": 0.3007821727078408, "lr": 0.01, "mask_rcnn/accuracy": 0.881774673887546, "mask_rcnn/false_negative": 0.09230526184696433, "mask_rcnn/false_positive": 0.16564739101947468, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.5, "time": 0.749724930152297, "total_loss": 1.6655192715697922} {"data_time": 0.00960155762732029, "eta_seconds": 94674.01891977154, "iteration": 139239, "loss_fcos_cls": 0.25635650381445885, "loss_fcos_ctr": 0.618097422644496, "loss_fcos_loc": 0.18991275917505845, "loss_mask": 0.2620855811983347, "loss_maskiou": 0.005115369305713102, "loss_sem_seg": 0.26486196694895625, "lr": 0.01, "mask_rcnn/accuracy": 0.884833438245428, "mask_rcnn/false_negative": 0.10709499397453931, "mask_rcnn/false_positive": 0.1449725278881237, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 41.5, "time": 0.7207036027684808, "total_loss": 1.595193561130145} {"data_time": 0.009728220291435719, "eta_seconds": 94626.99462377653, "iteration": 139259, "loss_fcos_cls": 0.25012012477964163, "loss_fcos_ctr": 0.6185926217585802, "loss_fcos_loc": 0.1823346922174096, "loss_mask": 0.2717706523835659, "loss_maskiou": 0.00515749330224935, "loss_sem_seg": 0.26078205881640315, "lr": 0.01, "mask_rcnn/accuracy": 0.8807929421768708, "mask_rcnn/false_negative": 0.11245136584200735, "mask_rcnn/false_positive": 0.14874406565749898, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7360424539074302, "total_loss": 1.5925398875551764} {"data_time": 0.010006413795053959, "eta_seconds": 94669.79259555787, "iteration": 139279, "loss_fcos_cls": 0.24590046936646104, "loss_fcos_ctr": 0.6174730509519577, "loss_fcos_loc": 0.18861916597234085, "loss_mask": 0.2693920973688364, "loss_maskiou": 0.005115644664329011, "loss_sem_seg": 0.279146711807698, "lr": 0.01, "mask_rcnn/accuracy": 0.8887745725204519, "mask_rcnn/false_negative": 0.08592169341862324, "mask_rcnn/false_positive": 0.14131273415739015, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7585749886929989, "total_loss": 1.6146055413628346} {"data_time": 0.009523808024823666, "eta_seconds": 94655.30834396929, "iteration": 139299, "loss_fcos_cls": 0.25831769360229373, "loss_fcos_ctr": 0.6196709228679538, "loss_fcos_loc": 0.19156090822070837, "loss_mask": 0.2678793170489371, "loss_maskiou": 0.006094689419114729, "loss_sem_seg": 0.2656462653540075, "lr": 0.01, "mask_rcnn/accuracy": 0.8901521067610718, "mask_rcnn/false_negative": 0.09287088986697647, "mask_rcnn/false_positive": 0.12480656926474941, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 27.5, "time": 0.7113722758367658, "total_loss": 1.6076212256630242} {"data_time": 0.010720319114625454, "eta_seconds": 94700.7013350334, "iteration": 139319, "loss_fcos_cls": 0.2502141515724361, "loss_fcos_ctr": 0.6207663053646684, "loss_fcos_loc": 0.1982746545691043, "loss_mask": 0.2733582239598036, "loss_maskiou": 0.005750779833761044, "loss_sem_seg": 0.2747616725973785, "lr": 0.01, "mask_rcnn/accuracy": 0.8863611516034986, "mask_rcnn/false_negative": 0.07873334078567319, "mask_rcnn/false_positive": 0.15522223923488382, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 30.25, "time": 0.7244571158662438, "total_loss": 1.6268365013675066} {"data_time": 0.009874475188553333, "eta_seconds": 94705.7790481383, "iteration": 139339, "loss_fcos_cls": 0.24034497316461056, "loss_fcos_ctr": 0.6195265739224851, "loss_fcos_loc": 0.1935337004251778, "loss_mask": 0.27644905634224415, "loss_maskiou": 0.006004469105391763, "loss_sem_seg": 0.29726341064088047, "lr": 0.01, "mask_rcnn/accuracy": 0.8712367284970668, "mask_rcnn/false_negative": 0.11785631412759062, "mask_rcnn/false_positive": 0.16182711046069936, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.0, "time": 0.7374974358826876, "total_loss": 1.6332907759642694} {"data_time": 0.01058268640190363, "eta_seconds": 94677.11769883242, "iteration": 139359, "loss_fcos_cls": 0.24404009757563472, "loss_fcos_ctr": 0.616898950189352, "loss_fcos_loc": 0.18175060825888067, "loss_mask": 0.2658457728102803, "loss_maskiou": 0.005090007645776495, "loss_sem_seg": 0.31376682268455625, "lr": 0.01, "mask_rcnn/accuracy": 0.9072042778150221, "mask_rcnn/false_negative": 0.0761748061356835, "mask_rcnn/false_positive": 0.12063935966338898, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.5, "time": 0.7228767015039921, "total_loss": 1.6033657945808955} {"data_time": 0.009738479740917683, "eta_seconds": 94578.80713901762, "iteration": 139379, "loss_fcos_cls": 0.25089465174824, "loss_fcos_ctr": 0.6238334472291172, "loss_fcos_loc": 0.20469353813678026, "loss_mask": 0.2746881879866123, "loss_maskiou": 0.005421463203674648, "loss_sem_seg": 0.282679992262274, "lr": 0.01, "mask_rcnn/accuracy": 0.8631995896184561, "mask_rcnn/false_negative": 0.10865294714121268, "mask_rcnn/false_positive": 0.14699506269329177, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.0, "time": 0.7210743399336934, "total_loss": 1.663391168229282} {"data_time": 0.010020572692155838, "eta_seconds": 94618.33067325596, "iteration": 139399, "loss_fcos_cls": 0.26352086596307345, "loss_fcos_ctr": 0.6220340975560248, "loss_fcos_loc": 0.20574861951172352, "loss_mask": 0.2796514304354787, "loss_maskiou": 0.006451381930673961, "loss_sem_seg": 0.29043289506807923, "lr": 0.01, "mask_rcnn/accuracy": 0.8859556702748668, "mask_rcnn/false_negative": 0.10185504570063303, "mask_rcnn/false_positive": 0.1500520643213799, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7298384364694357, "total_loss": 1.6622015006869333} {"data_time": 0.009165621362626553, "eta_seconds": 94568.7286357535, "iteration": 139419, "loss_fcos_cls": 0.26734066067729145, "loss_fcos_ctr": 0.6177929444238544, "loss_fcos_loc": 0.19381114025600255, "loss_mask": 0.261820238083601, "loss_maskiou": 0.005182803921343293, "loss_sem_seg": 0.308265564031899, "lr": 0.01, "mask_rcnn/accuracy": 0.8755616800291546, "mask_rcnn/false_negative": 0.10021039385984867, "mask_rcnn/false_positive": 0.14091662743909517, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.75, "time": 0.7302081333473325, "total_loss": 1.619667492705048} {"data_time": 0.009655985981225967, "eta_seconds": 94535.362911609, "iteration": 139439, "loss_fcos_cls": 0.2485747584141791, "loss_fcos_ctr": 0.6202901294454932, "loss_fcos_loc": 0.18982352619059384, "loss_mask": 0.26638042367994785, "loss_maskiou": 0.005646501711453311, "loss_sem_seg": 0.31642844807356596, "lr": 0.01, "mask_rcnn/accuracy": 0.8779856808794946, "mask_rcnn/false_negative": 0.09874114322963004, "mask_rcnn/false_positive": 0.12995850494931083, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7156659951433539, "total_loss": 1.6631133690389106} {"data_time": 0.00988197885453701, "eta_seconds": 94595.24174795486, "iteration": 139459, "loss_fcos_cls": 0.2478462983854115, "loss_fcos_ctr": 0.6200846116989851, "loss_fcos_loc": 0.1910024080425501, "loss_mask": 0.2693854086101055, "loss_maskiou": 0.0058045837067766115, "loss_sem_seg": 0.2619887359905988, "lr": 0.01, "mask_rcnn/accuracy": 0.8699193653155707, "mask_rcnn/false_negative": 0.10149386319900411, "mask_rcnn/false_positive": 0.1624504996550704, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7272148244082928, "total_loss": 1.5920025276718661} {"data_time": 0.010170236229896545, "eta_seconds": 94560.37195583526, "iteration": 139479, "loss_fcos_cls": 0.2482318775728345, "loss_fcos_ctr": 0.6187075786292553, "loss_fcos_loc": 0.18718801345676184, "loss_mask": 0.2597275394946337, "loss_maskiou": 0.006040809952537529, "loss_sem_seg": 0.25295910402201116, "lr": 0.01, "mask_rcnn/accuracy": 0.8694335789871503, "mask_rcnn/false_negative": 0.0780396855181229, "mask_rcnn/false_positive": 0.153652852344059, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7279133722186089, "total_loss": 1.580178439267911} {"data_time": 0.010578515008091927, "eta_seconds": 94589.80775871221, "iteration": 139499, "loss_fcos_cls": 0.2550906322430819, "loss_fcos_ctr": 0.6214376548305154, "loss_fcos_loc": 0.19628287153318524, "loss_mask": 0.25630489736795425, "loss_maskiou": 0.005496509264048655, "loss_sem_seg": 0.28060472197830677, "lr": 0.01, "mask_rcnn/accuracy": 0.8911134678590538, "mask_rcnn/false_negative": 0.09287870872311545, "mask_rcnn/false_positive": 0.12223139311685641, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.75, "time": 0.7403225591406226, "total_loss": 1.6121686063124798} {"data_time": 0.009595741517841816, "eta_seconds": 94572.71847740933, "iteration": 139519, "loss_fcos_cls": 0.25181435188278556, "loss_fcos_ctr": 0.6222726032137871, "loss_fcos_loc": 0.192973873578012, "loss_mask": 0.2513643577694893, "loss_maskiou": 0.0049957920564338565, "loss_sem_seg": 0.27909523982089013, "lr": 0.01, "mask_rcnn/accuracy": 0.8748993146106281, "mask_rcnn/false_negative": 0.09874030749971546, "mask_rcnn/false_positive": 0.13766626658001577, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.7182243075221777, "total_loss": 1.6062165856419597} {"data_time": 0.00942358747124672, "eta_seconds": 94564.28258272726, "iteration": 139539, "loss_fcos_cls": 0.25342795404139906, "loss_fcos_ctr": 0.6167585421353579, "loss_fcos_loc": 0.1924395482055843, "loss_mask": 0.2570023131556809, "loss_maskiou": 0.0052433625314733945, "loss_sem_seg": 0.27737564384005964, "lr": 0.01, "mask_rcnn/accuracy": 0.8807855675456022, "mask_rcnn/false_negative": 0.09588169296467984, "mask_rcnn/false_positive": 0.13128297175019818, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.0, "time": 0.7468088148161769, "total_loss": 1.5935030283872038} {"data_time": 0.010372870601713657, "eta_seconds": 94532.00106622, "iteration": 139559, "loss_fcos_cls": 0.24814539472572505, "loss_fcos_ctr": 0.6213447591289878, "loss_fcos_loc": 0.1951396472286433, "loss_mask": 0.2706148773431778, "loss_maskiou": 0.006312446366791846, "loss_sem_seg": 0.26276267983485013, "lr": 0.01, "mask_rcnn/accuracy": 0.8715161498962519, "mask_rcnn/false_negative": 0.09358382189609976, "mask_rcnn/false_positive": 0.1571798234803381, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7093710321933031, "total_loss": 1.6234699161723256} {"data_time": 0.009817570447921753, "eta_seconds": 94517.5068502808, "iteration": 139579, "loss_fcos_cls": 0.24963958491571248, "loss_fcos_ctr": 0.6207918431609869, "loss_fcos_loc": 0.19470160163473338, "loss_mask": 0.25827554427087307, "loss_maskiou": 0.005622353404760361, "loss_sem_seg": 0.2648324565961957, "lr": 0.01, "mask_rcnn/accuracy": 0.892561372375037, "mask_rcnn/false_negative": 0.07073880349379362, "mask_rcnn/false_positive": 0.11673315710582705, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.0, "time": 0.7276881253346801, "total_loss": 1.6257194989157142} {"data_time": 0.009947068989276886, "eta_seconds": 94510.08245656919, "iteration": 139599, "loss_fcos_cls": 0.25458620535209775, "loss_fcos_ctr": 0.6221017325296998, "loss_fcos_loc": 0.2034557417500764, "loss_mask": 0.27604277711361647, "loss_maskiou": 0.005610294646430702, "loss_sem_seg": 0.28532226802781224, "lr": 0.01, "mask_rcnn/accuracy": 0.8834789078674948, "mask_rcnn/false_negative": 0.09502315431407724, "mask_rcnn/false_positive": 0.11080068737342699, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.25, "time": 0.7326615080237389, "total_loss": 1.6271151637338335} {"data_time": 0.00982196256518364, "eta_seconds": 94497.93834283017, "iteration": 139619, "loss_fcos_cls": 0.2568604634143412, "loss_fcos_ctr": 0.6197565086185932, "loss_fcos_loc": 0.19206769298762083, "loss_mask": 0.25527805276215076, "loss_maskiou": 0.005371824037865736, "loss_sem_seg": 0.2982694262173027, "lr": 0.01, "mask_rcnn/accuracy": 0.886777394147314, "mask_rcnn/false_negative": 0.08053262271826982, "mask_rcnn/false_positive": 0.13454289400914451, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.0, "time": 0.7188182668760419, "total_loss": 1.6376229004672496} {"data_time": 0.010044297203421593, "eta_seconds": 94485.74239493534, "iteration": 139639, "loss_fcos_cls": 0.25367283960804343, "loss_fcos_ctr": 0.621200087480247, "loss_fcos_loc": 0.20524090284015983, "loss_mask": 0.27905447874218225, "loss_maskiou": 0.0061352727134362794, "loss_sem_seg": 0.31128091318532825, "lr": 0.01, "mask_rcnn/accuracy": 0.8983653329752954, "mask_rcnn/false_negative": 0.07801917340845915, "mask_rcnn/false_positive": 0.1281190014657858, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.75, "time": 0.7099788477644324, "total_loss": 1.6865950767241884} {"data_time": 0.010594605468213558, "eta_seconds": 94471.65437135193, "iteration": 139659, "loss_fcos_cls": 0.251834329450503, "loss_fcos_ctr": 0.6186912041157484, "loss_fcos_loc": 0.19404098647646606, "loss_mask": 0.27446456742472947, "loss_maskiou": 0.006009834149153903, "loss_sem_seg": 0.2888750631827861, "lr": 0.01, "mask_rcnn/accuracy": 0.8628883792574269, "mask_rcnn/false_negative": 0.10840934052374113, "mask_rcnn/false_positive": 0.15263177739926173, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.75, "time": 0.7301974985748529, "total_loss": 1.625506655773279} {"data_time": 0.009853868745267391, "eta_seconds": 94528.2398845153, "iteration": 139679, "loss_fcos_cls": 0.2371090166270733, "loss_fcos_ctr": 0.6193570205941796, "loss_fcos_loc": 0.191159262903966, "loss_mask": 0.26852783653885126, "loss_maskiou": 0.005783578279078938, "loss_sem_seg": 0.3199117761105299, "lr": 0.01, "mask_rcnn/accuracy": 0.8730195069480784, "mask_rcnn/false_negative": 0.09780036736710992, "mask_rcnn/false_positive": 0.13976868086386296, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.728040985763073, "total_loss": 1.6454259348538471} {"data_time": 0.01081277895718813, "eta_seconds": 94549.86019622069, "iteration": 139699, "loss_fcos_cls": 0.2572597594698891, "loss_fcos_ctr": 0.6215955382212996, "loss_fcos_loc": 0.19245342910289764, "loss_mask": 0.26753348764032125, "loss_maskiou": 0.005207504975260235, "loss_sem_seg": 0.2739885929040611, "lr": 0.01, "mask_rcnn/accuracy": 0.8987553263063467, "mask_rcnn/false_negative": 0.09243675216726463, "mask_rcnn/false_positive": 0.09846873311885096, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.25, "time": 0.7307342998683453, "total_loss": 1.604540131345857} {"data_time": 0.009545712731778622, "eta_seconds": 94581.90435290616, "iteration": 139719, "loss_fcos_cls": 0.24464110820554197, "loss_fcos_ctr": 0.6195329907350242, "loss_fcos_loc": 0.18854139058385044, "loss_mask": 0.26585644157603383, "loss_maskiou": 0.0055770598773960955, "loss_sem_seg": 0.2622129167430103, "lr": 0.01, "mask_rcnn/accuracy": 0.9044455869792387, "mask_rcnn/false_negative": 0.07070867942470935, "mask_rcnn/false_positive": 0.1048658753041136, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.75, "time": 0.7276959605515003, "total_loss": 1.6022065938777814} {"data_time": 0.010114151984453201, "eta_seconds": 94554.80637136847, "iteration": 139739, "loss_fcos_cls": 0.24643770209513605, "loss_fcos_ctr": 0.6184660363942385, "loss_fcos_loc": 0.1843211204977706, "loss_mask": 0.2581104268319905, "loss_maskiou": 0.005142201960552484, "loss_sem_seg": 0.26375183649361134, "lr": 0.01, "mask_rcnn/accuracy": 0.878731553105113, "mask_rcnn/false_negative": 0.09891030705062755, "mask_rcnn/false_positive": 0.13702681736981337, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.75, "time": 0.7143510272726417, "total_loss": 1.6050499338780355} {"data_time": 0.009070798754692078, "eta_seconds": 94545.08432035986, "iteration": 139759, "loss_fcos_cls": 0.24925330886617303, "loss_fcos_ctr": 0.6175532694905996, "loss_fcos_loc": 0.1929788168054074, "loss_mask": 0.26293521700426936, "loss_maskiou": 0.005915096800890751, "loss_sem_seg": 0.28165698051452637, "lr": 0.01, "mask_rcnn/accuracy": 0.8923742711370262, "mask_rcnn/false_negative": 0.09234576350896745, "mask_rcnn/false_positive": 0.1345088353952688, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.25, "time": 0.7315304847434163, "total_loss": 1.6249475076474482} {"data_time": 0.010569442994892597, "eta_seconds": 94554.14526570775, "iteration": 139779, "loss_fcos_cls": 0.25041105377022177, "loss_fcos_ctr": 0.6206728806719184, "loss_fcos_loc": 0.20208828197792172, "loss_mask": 0.25577927101403475, "loss_maskiou": 0.004820578047656454, "loss_sem_seg": 0.2805650350637734, "lr": 0.01, "mask_rcnn/accuracy": 0.8902309846352334, "mask_rcnn/false_negative": 0.08934516233602446, "mask_rcnn/false_positive": 0.13931710136313447, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 42.75, "time": 0.7382310517132282, "total_loss": 1.6346136647771345} {"data_time": 0.010613431222736835, "eta_seconds": 94468.442475711, "iteration": 139799, "loss_fcos_cls": 0.258937063626945, "loss_fcos_ctr": 0.6179586071521044, "loss_fcos_loc": 0.18748411303386092, "loss_mask": 0.26014106441289186, "loss_maskiou": 0.005387547294958495, "loss_sem_seg": 0.28588107228279114, "lr": 0.01, "mask_rcnn/accuracy": 0.8792391742165975, "mask_rcnn/false_negative": 0.1002212448750695, "mask_rcnn/false_positive": 0.13093855610937327, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 40.0, "time": 0.7157547604292631, "total_loss": 1.6317308258003322} {"data_time": 0.009606273844838142, "eta_seconds": 94509.30596607085, "iteration": 139819, "loss_fcos_cls": 0.24367675743997097, "loss_fcos_ctr": 0.617278840392828, "loss_fcos_loc": 0.18274443596601486, "loss_mask": 0.26196523290127516, "loss_maskiou": 0.005670089012710378, "loss_sem_seg": 0.2965135062113404, "lr": 0.01, "mask_rcnn/accuracy": 0.8919835971771887, "mask_rcnn/false_negative": 0.0921940276973445, "mask_rcnn/false_positive": 0.1303300350755069, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7280698167160153, "total_loss": 1.609507991335704} {"data_time": 0.010428156703710556, "eta_seconds": 94563.26295149513, "iteration": 139839, "loss_fcos_cls": 0.26398795447312295, "loss_fcos_ctr": 0.6218804605305195, "loss_fcos_loc": 0.1915488240774721, "loss_mask": 0.25960942823439837, "loss_maskiou": 0.006225977267604321, "loss_sem_seg": 0.292759575182572, "lr": 0.01, "mask_rcnn/accuracy": 0.8900616245316093, "mask_rcnn/false_negative": 0.07278627593238023, "mask_rcnn/false_positive": 0.13005282009321797, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7379029225558043, "total_loss": 1.6439160634035943} {"data_time": 0.009804443456232548, "eta_seconds": 94506.63171216007, "iteration": 139859, "loss_fcos_cls": 0.2561110444366932, "loss_fcos_ctr": 0.6196845592930913, "loss_fcos_loc": 0.20377491554245353, "loss_mask": 0.25856543704867363, "loss_maskiou": 0.0053114167603780515, "loss_sem_seg": 0.28698594868183136, "lr": 0.01, "mask_rcnn/accuracy": 0.878124532780145, "mask_rcnn/false_negative": 0.09614615582971289, "mask_rcnn/false_positive": 0.16477178802201065, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.7180171022191644, "total_loss": 1.6312128362696967} {"data_time": 0.009136771783232689, "eta_seconds": 94507.804300352, "iteration": 139879, "loss_fcos_cls": 0.23582207295112312, "loss_fcos_ctr": 0.6214848170056939, "loss_fcos_loc": 0.1917236635927111, "loss_mask": 0.2649234952405095, "loss_maskiou": 0.005382354127505096, "loss_sem_seg": 0.2656395228113979, "lr": 0.01, "mask_rcnn/accuracy": 0.8907670248950643, "mask_rcnn/false_negative": 0.10517668799202881, "mask_rcnn/false_positive": 0.12567848028304718, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7210585623979568, "total_loss": 1.5897499159400468} {"data_time": 0.01053107064217329, "eta_seconds": 94549.56194582675, "iteration": 139899, "loss_fcos_cls": 0.25005625607445836, "loss_fcos_ctr": 0.6190703129395843, "loss_fcos_loc": 0.1899944128235802, "loss_mask": 0.25889677926898, "loss_maskiou": 0.006023471520165913, "loss_sem_seg": 0.32304670521989465, "lr": 0.01, "mask_rcnn/accuracy": 0.8628601066228345, "mask_rcnn/false_negative": 0.11147994769070137, "mask_rcnn/false_positive": 0.1649654727359232, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.0, "time": 0.7329173060134053, "total_loss": 1.6736496666562743} {"data_time": 0.009941539727151394, "eta_seconds": 94529.74318802077, "iteration": 139919, "loss_fcos_cls": 0.26210970361717045, "loss_fcos_ctr": 0.6172617254778743, "loss_fcos_loc": 0.19294259964954108, "loss_mask": 0.27677373634651303, "loss_maskiou": 0.005649447935866192, "loss_sem_seg": 0.2980716014280915, "lr": 0.01, "mask_rcnn/accuracy": 0.8794115743678814, "mask_rcnn/false_negative": 0.07757462334162976, "mask_rcnn/false_positive": 0.1688781500021495, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.5, "time": 0.7237021224573255, "total_loss": 1.6654194907314377} {"data_time": 0.009644039906561375, "eta_seconds": 94547.44665294793, "iteration": 139939, "loss_fcos_cls": 0.2430091523565352, "loss_fcos_ctr": 0.6185086746700108, "loss_fcos_loc": 0.1868894058279693, "loss_mask": 0.26266654022037983, "loss_maskiou": 0.005055649089626968, "loss_sem_seg": 0.2565194619819522, "lr": 0.01, "mask_rcnn/accuracy": 0.8948694534632036, "mask_rcnn/false_negative": 0.10637153283467884, "mask_rcnn/false_positive": 0.11049338488322884, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 29.25, "time": 0.7471385933458805, "total_loss": 1.5311659515282372} {"data_time": 0.010015922598540783, "eta_seconds": 94505.95756371785, "iteration": 139959, "loss_fcos_cls": 0.23533050529658794, "loss_fcos_ctr": 0.6168292770162225, "loss_fcos_loc": 0.18571128009352833, "loss_mask": 0.2685789973475039, "loss_maskiou": 0.005526592452952173, "loss_sem_seg": 0.30931144882924855, "lr": 0.01, "mask_rcnn/accuracy": 0.8866298574224211, "mask_rcnn/false_negative": 0.10187271022898955, "mask_rcnn/false_positive": 0.11538905920425552, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7107940772548318, "total_loss": 1.6073647530574817} {"data_time": 0.009686930105090141, "eta_seconds": 94545.13072152156, "iteration": 139979, "loss_fcos_cls": 0.2756783301010728, "loss_fcos_ctr": 0.6198880318552256, "loss_fcos_loc": 0.2000719386851415, "loss_mask": 0.2689851662144065, "loss_maskiou": 0.0059296500839991495, "loss_sem_seg": 0.2765040493104607, "lr": 0.01, "mask_rcnn/accuracy": 0.9093814965010394, "mask_rcnn/false_negative": 0.09697136205421567, "mask_rcnn/false_positive": 0.09146538680790436, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7243025274947286, "total_loss": 1.6473199048559763} {"data_time": 0.01111132837831974, "eta_seconds": 94476.88797564525, "iteration": 139999, "loss_fcos_cls": 0.2651252846699208, "loss_fcos_ctr": 0.6196341831237078, "loss_fcos_loc": 0.190499329357408, "loss_mask": 0.26272867899388075, "loss_maskiou": 0.0051085156010231, "loss_sem_seg": 0.29405292123556137, "lr": 0.01, "mask_rcnn/accuracy": 0.8770141752353116, "mask_rcnn/false_negative": 0.09586728766416608, "mask_rcnn/false_positive": 0.1388033672151885, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.5, "time": 0.7308048466220498, "total_loss": 1.6329867314270814} {"data_time": 0.009492028504610062, "eta_seconds": 94539.51315391157, "iteration": 140019, "loss_fcos_cls": 0.2529104594141245, "loss_fcos_ctr": 0.6196582149714231, "loss_fcos_loc": 0.19576892931945622, "loss_mask": 0.2749070287682116, "loss_maskiou": 0.005695838211977389, "loss_sem_seg": 0.2688155621290207, "lr": 0.01, "mask_rcnn/accuracy": 0.8928313578952708, "mask_rcnn/false_negative": 0.07392968275129763, "mask_rcnn/false_positive": 0.13168785323294235, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.731733025982976, "total_loss": 1.6090777105637244} {"data_time": 0.009870743378996849, "eta_seconds": 94598.4112605229, "iteration": 140039, "loss_fcos_cls": 0.26240687537938356, "loss_fcos_ctr": 0.619599711149931, "loss_fcos_loc": 0.19480980071239173, "loss_mask": 0.2697396604344249, "loss_maskiou": 0.0059573920734692365, "loss_sem_seg": 0.30921666603535414, "lr": 0.01, "mask_rcnn/accuracy": 0.8917790808298143, "mask_rcnn/false_negative": 0.08189800478331428, "mask_rcnn/false_positive": 0.12685582136158963, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7468288308009505, "total_loss": 1.6624610729850247} {"data_time": 0.010707375593483448, "eta_seconds": 94603.65384872444, "iteration": 140059, "loss_fcos_cls": 0.25588632153812796, "loss_fcos_ctr": 0.6178442034870386, "loss_fcos_loc": 0.19983222556766123, "loss_mask": 0.2601737342774868, "loss_maskiou": 0.005754401034209877, "loss_sem_seg": 0.262252495624125, "lr": 0.01, "mask_rcnn/accuracy": 0.8870310486372965, "mask_rcnn/false_negative": 0.08884298300618576, "mask_rcnn/false_positive": 0.13178435753781204, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.5, "time": 0.7357477657496929, "total_loss": 1.584004599157197} {"data_time": 0.009709864854812622, "eta_seconds": 94569.29532227665, "iteration": 140079, "loss_fcos_cls": 0.23038816341431811, "loss_fcos_ctr": 0.6204973980784416, "loss_fcos_loc": 0.18141403316985816, "loss_mask": 0.25233929231762886, "loss_maskiou": 0.005190611183934379, "loss_sem_seg": 0.29604342859238386, "lr": 0.01, "mask_rcnn/accuracy": 0.9015883138969873, "mask_rcnn/false_negative": 0.09503818383221714, "mask_rcnn/false_positive": 0.11548529963922272, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.75, "time": 0.7199226161465049, "total_loss": 1.6240845325446571} {"data_time": 0.010397824458777905, "eta_seconds": 94468.58139379323, "iteration": 140099, "loss_fcos_cls": 0.255554853240028, "loss_fcos_ctr": 0.6214326433837414, "loss_fcos_loc": 0.1907975256908685, "loss_mask": 0.2693137819878757, "loss_maskiou": 0.005830401962157339, "loss_sem_seg": 0.3043220347026363, "lr": 0.01, "mask_rcnn/accuracy": 0.8993009541478929, "mask_rcnn/false_negative": 0.09333687596826032, "mask_rcnn/false_positive": 0.14021585422688354, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.25, "time": 0.6914410339668393, "total_loss": 1.663603298504313} {"data_time": 0.010252059437334538, "eta_seconds": 94497.63663682155, "iteration": 140119, "loss_fcos_cls": 0.26411122898571193, "loss_fcos_ctr": 0.6219719350337982, "loss_fcos_loc": 0.20326020498760045, "loss_mask": 0.2613064590841532, "loss_maskiou": 0.005709680939617101, "loss_sem_seg": 0.23789701680652797, "lr": 0.01, "mask_rcnn/accuracy": 0.8924968330705776, "mask_rcnn/false_negative": 0.09994338694092822, "mask_rcnn/false_positive": 0.1372637224968845, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7363988822326064, "total_loss": 1.5911679033069959} {"data_time": 0.00994721706956625, "eta_seconds": 94510.85457987897, "iteration": 140139, "loss_fcos_cls": 0.2509926250204444, "loss_fcos_ctr": 0.6203807014971972, "loss_fcos_loc": 0.19820478558540344, "loss_mask": 0.2619717214256525, "loss_maskiou": 0.005912822132813744, "loss_sem_seg": 0.29522533901035786, "lr": 0.01, "mask_rcnn/accuracy": 0.9002034218859958, "mask_rcnn/false_negative": 0.0979742549408266, "mask_rcnn/false_positive": 0.10505432867284525, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.7263810401782393, "total_loss": 1.6419458535128797} {"data_time": 0.010041351430118084, "eta_seconds": 94540.91216908302, "iteration": 140159, "loss_fcos_cls": 0.253623035736382, "loss_fcos_ctr": 0.6210336508229375, "loss_fcos_loc": 0.20513393974397331, "loss_mask": 0.26359155122190714, "loss_maskiou": 0.0057567230687709525, "loss_sem_seg": 0.2937347455881536, "lr": 0.01, "mask_rcnn/accuracy": 0.8941571821036107, "mask_rcnn/false_negative": 0.09030920060331825, "mask_rcnn/false_positive": 0.10135434892295045, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7462799558416009, "total_loss": 1.6644982174948382} {"data_time": 0.00981832854449749, "eta_seconds": 94496.50547666103, "iteration": 140179, "loss_fcos_cls": 0.24882126587908715, "loss_fcos_ctr": 0.6202478045597672, "loss_fcos_loc": 0.19780570862349123, "loss_mask": 0.250909392721951, "loss_maskiou": 0.0049716827779775485, "loss_sem_seg": 0.3080715297255665, "lr": 0.01, "mask_rcnn/accuracy": 0.8914509352127948, "mask_rcnn/false_negative": 0.07861602023108918, "mask_rcnn/false_positive": 0.12769655383581974, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7053382759913802, "total_loss": 1.6335741541915922} {"data_time": 0.009474711492657661, "eta_seconds": 94481.9475075379, "iteration": 140199, "loss_fcos_cls": 0.2531734872609377, "loss_fcos_ctr": 0.6175915317144245, "loss_fcos_loc": 0.18126849038526416, "loss_mask": 0.24653069442138076, "loss_maskiou": 0.005236236236669356, "loss_sem_seg": 0.2736912446562201, "lr": 0.01, "mask_rcnn/accuracy": 0.8955097235812133, "mask_rcnn/false_negative": 0.08648966678833375, "mask_rcnn/false_positive": 0.1472234362969987, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7157641891390085, "total_loss": 1.6082814862365922} {"data_time": 0.009329414926469326, "eta_seconds": 94424.87954637967, "iteration": 140219, "loss_fcos_cls": 0.245547462021932, "loss_fcos_ctr": 0.6182501632720232, "loss_fcos_loc": 0.18098951131105423, "loss_mask": 0.2623233129270375, "loss_maskiou": 0.005220545543124899, "loss_sem_seg": 0.2578480145893991, "lr": 0.01, "mask_rcnn/accuracy": 0.8710287728144871, "mask_rcnn/false_negative": 0.0841437828282306, "mask_rcnn/false_positive": 0.14429326733869768, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7452906696125865, "total_loss": 1.5781603354334948} {"data_time": 0.009418445639312267, "eta_seconds": 94371.88172077294, "iteration": 140239, "loss_fcos_cls": 0.24595135485287756, "loss_fcos_ctr": 0.6192706944420934, "loss_fcos_loc": 0.1934316884726286, "loss_mask": 0.276597679592669, "loss_maskiou": 0.0054336932371370494, "loss_sem_seg": 0.2412732718512416, "lr": 0.01, "mask_rcnn/accuracy": 0.8817155612244898, "mask_rcnn/false_negative": 0.09684777877051656, "mask_rcnn/false_positive": 0.1358790881196333, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.75, "time": 0.7207294916734099, "total_loss": 1.606015928045963} {"data_time": 0.010656137019395828, "eta_seconds": 94357.33622841071, "iteration": 140259, "loss_fcos_cls": 0.2374929606448859, "loss_fcos_ctr": 0.6173603730276227, "loss_fcos_loc": 0.18325167056173086, "loss_mask": 0.2583561958745122, "loss_maskiou": 0.005036573798861355, "loss_sem_seg": 0.27234553219750524, "lr": 0.01, "mask_rcnn/accuracy": 0.8789233648968062, "mask_rcnn/false_negative": 0.09358067080505436, "mask_rcnn/false_positive": 0.14832490083975008, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7291142912581563, "total_loss": 1.5941568321431987} {"data_time": 0.009725789539515972, "eta_seconds": 94270.56455356628, "iteration": 140279, "loss_fcos_cls": 0.239105791086331, "loss_fcos_ctr": 0.6193117485381663, "loss_fcos_loc": 0.1860420420707669, "loss_mask": 0.25358838913962245, "loss_maskiou": 0.005260367299342761, "loss_sem_seg": 0.26810176437720656, "lr": 0.01, "mask_rcnn/accuracy": 0.8824459732405548, "mask_rcnn/false_negative": 0.0741958712586629, "mask_rcnn/false_positive": 0.17416238513350174, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.6993301454931498, "total_loss": 1.5752181164352805} {"data_time": 0.01063133217394352, "eta_seconds": 94273.5156554645, "iteration": 140299, "loss_fcos_cls": 0.2419808842241764, "loss_fcos_ctr": 0.6197056733071804, "loss_fcos_loc": 0.1921266863355413, "loss_mask": 0.26077367924153805, "loss_maskiou": 0.005665677308570594, "loss_sem_seg": 0.2869256886187941, "lr": 0.01, "mask_rcnn/accuracy": 0.893703939909297, "mask_rcnn/false_negative": 0.10045961076374127, "mask_rcnn/false_positive": 0.13759582180670366, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 25.5, "time": 0.7318653268739581, "total_loss": 1.6091149089261307} {"data_time": 0.009875696152448654, "eta_seconds": 94313.69975132402, "iteration": 140319, "loss_fcos_cls": 0.2545185915660113, "loss_fcos_ctr": 0.6187071483582258, "loss_fcos_loc": 0.19252756424248219, "loss_mask": 0.2608484635129571, "loss_maskiou": 0.005864408551133238, "loss_sem_seg": 0.29958626441657543, "lr": 0.01, "mask_rcnn/accuracy": 0.8903979158410937, "mask_rcnn/false_negative": 0.08853217847398095, "mask_rcnn/false_positive": 0.1379926121594206, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7459492310881615, "total_loss": 1.6414113158534747} {"data_time": 0.010861404240131378, "eta_seconds": 94256.66787482705, "iteration": 140339, "loss_fcos_cls": 0.2360783100593835, "loss_fcos_ctr": 0.6215283861383796, "loss_fcos_loc": 0.1863463509362191, "loss_mask": 0.26646681129932404, "loss_maskiou": 0.005513322234037332, "loss_sem_seg": 0.2736932523548603, "lr": 0.01, "mask_rcnn/accuracy": 0.8819909017115897, "mask_rcnn/false_negative": 0.08812877903331895, "mask_rcnn/false_positive": 0.1618531002291701, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.7289621029049158, "total_loss": 1.5724338680374785} {"data_time": 0.010349721647799015, "eta_seconds": 94254.71582966764, "iteration": 140359, "loss_fcos_cls": 0.25736466352827847, "loss_fcos_ctr": 0.6163713587448001, "loss_fcos_loc": 0.19036051747389138, "loss_mask": 0.2631278596818447, "loss_maskiou": 0.0057783300944720395, "loss_sem_seg": 0.2861208887770772, "lr": 0.01, "mask_rcnn/accuracy": 0.9019728530947263, "mask_rcnn/false_negative": 0.0893509830151195, "mask_rcnn/false_positive": 0.11322178708233135, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.5, "time": 0.7259360337629914, "total_loss": 1.6100613491871627} {"data_time": 0.011297756806015968, "eta_seconds": 94267.29398121592, "iteration": 140379, "loss_fcos_cls": 0.2564812330529094, "loss_fcos_ctr": 0.6214429838582873, "loss_fcos_loc": 0.2014097134815529, "loss_mask": 0.28001810144633055, "loss_maskiou": 0.00534110949956812, "loss_sem_seg": 0.2770744049921632, "lr": 0.01, "mask_rcnn/accuracy": 0.8833810864830747, "mask_rcnn/false_negative": 0.08640557007343974, "mask_rcnn/false_positive": 0.14466073889895792, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7325309682637453, "total_loss": 1.6522487476031529} {"data_time": 0.009591027162969112, "eta_seconds": 94239.41128750611, "iteration": 140399, "loss_fcos_cls": 0.2658680372405797, "loss_fcos_ctr": 0.6183793297968805, "loss_fcos_loc": 0.19512059004046023, "loss_mask": 0.2599320253357291, "loss_maskiou": 0.00550440106599126, "loss_sem_seg": 0.3156434353441, "lr": 0.01, "mask_rcnn/accuracy": 0.8735003558767571, "mask_rcnn/false_negative": 0.09464661720672791, "mask_rcnn/false_positive": 0.15155750793874856, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7206813059747219, "total_loss": 1.6417704535633675} {"data_time": 0.01028449833393097, "eta_seconds": 94176.6961243432, "iteration": 140419, "loss_fcos_cls": 0.2489107217406854, "loss_fcos_ctr": 0.6207890855148435, "loss_fcos_loc": 0.18464237271109596, "loss_mask": 0.2644591014832258, "loss_maskiou": 0.0057146903200191446, "loss_sem_seg": 0.27125130593776703, "lr": 0.01, "mask_rcnn/accuracy": 0.877947387346875, "mask_rcnn/false_negative": 0.08608353726670767, "mask_rcnn/false_positive": 0.1300848671353058, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.25, "time": 0.7130537461489439, "total_loss": 1.614098072044726} {"data_time": 0.011049828492105007, "eta_seconds": 94162.16055259667, "iteration": 140439, "loss_fcos_cls": 0.25368032953701913, "loss_fcos_ctr": 0.6213921345770359, "loss_fcos_loc": 0.19067713234107941, "loss_mask": 0.27093066833913326, "loss_maskiou": 0.005155986567842774, "loss_sem_seg": 0.29152845963835716, "lr": 0.01, "mask_rcnn/accuracy": 0.8755877350940376, "mask_rcnn/false_negative": 0.10282478307348956, "mask_rcnn/false_positive": 0.1545471152637038, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7200820306316018, "total_loss": 1.65638330992806} {"data_time": 0.01090689655393362, "eta_seconds": 94139.7553428784, "iteration": 140459, "loss_fcos_cls": 0.25237653695512563, "loss_fcos_ctr": 0.6193815376609564, "loss_fcos_loc": 0.1901174132945016, "loss_mask": 0.26466368371620774, "loss_maskiou": 0.0052323475283628795, "loss_sem_seg": 0.2927458749618381, "lr": 0.01, "mask_rcnn/accuracy": 0.90375156641604, "mask_rcnn/false_negative": 0.07722568167399815, "mask_rcnn/false_positive": 0.14418908226248323, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7176150279119611, "total_loss": 1.624303479839} {"data_time": 0.009357224218547344, "eta_seconds": 94125.2209861353, "iteration": 140479, "loss_fcos_cls": 0.2518921750597656, "loss_fcos_ctr": 0.6172883007675409, "loss_fcos_loc": 0.18096926854923368, "loss_mask": 0.26451712753623724, "loss_maskiou": 0.006247098732274026, "loss_sem_seg": 0.25673162192106247, "lr": 0.01, "mask_rcnn/accuracy": 0.8836917072969932, "mask_rcnn/false_negative": 0.09260989492850409, "mask_rcnn/false_positive": 0.12441022815081167, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.0, "time": 0.7298253392800689, "total_loss": 1.5723206742550246} {"data_time": 0.010454267263412476, "eta_seconds": 94078.93207906466, "iteration": 140499, "loss_fcos_cls": 0.2372817217838019, "loss_fcos_ctr": 0.6175392623990774, "loss_fcos_loc": 0.17932190606370568, "loss_mask": 0.2546398523263633, "loss_maskiou": 0.005474026111187413, "loss_sem_seg": 0.25956476712599397, "lr": 0.01, "mask_rcnn/accuracy": 0.8883970164152617, "mask_rcnn/false_negative": 0.10009476941660256, "mask_rcnn/false_positive": 0.11140725196477888, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.7190352221950889, "total_loss": 1.5638603420884465} {"data_time": 0.011088861152529716, "eta_seconds": 94093.72373927105, "iteration": 140519, "loss_fcos_cls": 0.2403988903388381, "loss_fcos_ctr": 0.6188672385178506, "loss_fcos_loc": 0.19174733734689653, "loss_mask": 0.2562509924173355, "loss_maskiou": 0.0049757067226892104, "loss_sem_seg": 0.24530625785700977, "lr": 0.01, "mask_rcnn/accuracy": 0.8835739091724912, "mask_rcnn/false_negative": 0.08426362250751329, "mask_rcnn/false_positive": 0.13376066903592276, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.75, "time": 0.732868704944849, "total_loss": 1.5622427733032964} {"data_time": 0.010277794674038887, "eta_seconds": 94032.38980742265, "iteration": 140539, "loss_fcos_cls": 0.23560720717068762, "loss_fcos_ctr": 0.6175438514910638, "loss_fcos_loc": 0.1887696486664936, "loss_mask": 0.25851923786103725, "loss_maskiou": 0.005227414130786201, "loss_sem_seg": 0.24783527199178934, "lr": 0.01, "mask_rcnn/accuracy": 0.8882819739191358, "mask_rcnn/false_negative": 0.10309219771620506, "mask_rcnn/false_positive": 0.11437707116539651, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.5, "time": 0.7141103623434901, "total_loss": 1.5571268398707616} {"data_time": 0.00955758523195982, "eta_seconds": 94067.08355916291, "iteration": 140559, "loss_fcos_cls": 0.23120389133691788, "loss_fcos_ctr": 0.6186140738427639, "loss_fcos_loc": 0.18625554034952074, "loss_mask": 0.2635135999880731, "loss_maskiou": 0.004771076142787933, "loss_sem_seg": 0.261158240493387, "lr": 0.01, "mask_rcnn/accuracy": 0.87661583328346, "mask_rcnn/false_negative": 0.10085433430407573, "mask_rcnn/false_positive": 0.14420806161252253, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.25, "time": 0.7394794821739197, "total_loss": 1.5750299895589706} {"data_time": 0.010334007441997528, "eta_seconds": 94038.40951150842, "iteration": 140579, "loss_fcos_cls": 0.24872735410463065, "loss_fcos_ctr": 0.6175814233720303, "loss_fcos_loc": 0.18653593421913683, "loss_mask": 0.2528689932078123, "loss_maskiou": 0.0048156607372220606, "loss_sem_seg": 0.25799745111726224, "lr": 0.01, "mask_rcnn/accuracy": 0.8988780030412893, "mask_rcnn/false_negative": 0.08857763711993974, "mask_rcnn/false_positive": 0.12231123321972032, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 24.75, "time": 0.7231940720230341, "total_loss": 1.576206508980249} {"data_time": 0.010737230069935322, "eta_seconds": 94013.77572976518, "iteration": 140599, "loss_fcos_cls": 0.23413596861064434, "loss_fcos_ctr": 0.6199873825535178, "loss_fcos_loc": 0.18489405699074268, "loss_mask": 0.24717658199369907, "loss_maskiou": 0.00515851890668273, "loss_sem_seg": 0.2962925983592868, "lr": 0.01, "mask_rcnn/accuracy": 0.8853603374199044, "mask_rcnn/false_negative": 0.09843289619422367, "mask_rcnn/false_positive": 0.12696363306758343, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 38.75, "time": 0.7280151471495628, "total_loss": 1.5967310091145919} {"data_time": 0.010291488841176033, "eta_seconds": 93999.2451193789, "iteration": 140619, "loss_fcos_cls": 0.23754413309507072, "loss_fcos_ctr": 0.6197630898095667, "loss_fcos_loc": 0.18742538103833795, "loss_mask": 0.2480264133773744, "loss_maskiou": 0.004941010396578349, "loss_sem_seg": 0.23799613720620982, "lr": 0.01, "mask_rcnn/accuracy": 0.8808657722348199, "mask_rcnn/false_negative": 0.09979227720880308, "mask_rcnn/false_positive": 0.16124937734621975, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.75, "time": 0.7212152620777488, "total_loss": 1.572955173352966} {"data_time": 0.00968671590089798, "eta_seconds": 93971.23556241859, "iteration": 140639, "loss_fcos_cls": 0.2521297805942595, "loss_fcos_ctr": 0.6181490859016776, "loss_fcos_loc": 0.18898656219244003, "loss_mask": 0.2554191816598177, "loss_maskiou": 0.005291827139444649, "loss_sem_seg": 0.2724593081511557, "lr": 0.01, "mask_rcnn/accuracy": 0.8971536792805925, "mask_rcnn/false_negative": 0.0937422523023457, "mask_rcnn/false_positive": 0.10835758971603149, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.7122852792963386, "total_loss": 1.5638638801392517} {"data_time": 0.009908823296427727, "eta_seconds": 93980.28082481213, "iteration": 140659, "loss_fcos_cls": 0.2353973335120827, "loss_fcos_ctr": 0.6189722828567028, "loss_fcos_loc": 0.18981181347044185, "loss_mask": 0.2463026624172926, "loss_maskiou": 0.005026574661314953, "loss_sem_seg": 0.26218878920190036, "lr": 0.01, "mask_rcnn/accuracy": 0.8914310163486733, "mask_rcnn/false_negative": 0.07796517187323558, "mask_rcnn/false_positive": 0.11915207486525434, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.75, "time": 0.7493507647886872, "total_loss": 1.5556048180587823} {"data_time": 0.00997789017856121, "eta_seconds": 93965.74865313806, "iteration": 140679, "loss_fcos_cls": 0.23516846378333867, "loss_fcos_ctr": 0.6156818186864257, "loss_fcos_loc": 0.18237065302673727, "loss_mask": 0.2589088538661599, "loss_maskiou": 0.00497468639514409, "loss_sem_seg": 0.26899118232540786, "lr": 0.01, "mask_rcnn/accuracy": 0.896805063707057, "mask_rcnn/false_negative": 0.083554905280165, "mask_rcnn/false_positive": 0.13196373156002425, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 35.75, "time": 0.737109137699008, "total_loss": 1.5631597104493267} {"data_time": 0.010495882481336594, "eta_seconds": 93924.82165641896, "iteration": 140699, "loss_fcos_cls": 0.24965516035445035, "loss_fcos_ctr": 0.6190887028351426, "loss_fcos_loc": 0.18975897470954806, "loss_mask": 0.2575794802978635, "loss_maskiou": 0.005242028128122911, "loss_sem_seg": 0.24334922805428505, "lr": 0.01, "mask_rcnn/accuracy": 0.8810894357743098, "mask_rcnn/false_negative": 0.09701970444141761, "mask_rcnn/false_positive": 0.12951515755645468, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.7139437887817621, "total_loss": 1.5704698590780026} {"data_time": 0.009703939780592918, "eta_seconds": 93936.68430978991, "iteration": 140719, "loss_fcos_cls": 0.23983697267249227, "loss_fcos_ctr": 0.6189957456663251, "loss_fcos_loc": 0.19159154500812292, "loss_mask": 0.26691022887825966, "loss_maskiou": 0.0056910307466750965, "loss_sem_seg": 0.24707475397735834, "lr": 0.01, "mask_rcnn/accuracy": 0.8627549478695589, "mask_rcnn/false_negative": 0.0999965276887888, "mask_rcnn/false_positive": 0.14821814090315347, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.25, "time": 0.7325359098613262, "total_loss": 1.5911866473397822} {"data_time": 0.01010358240455389, "eta_seconds": 93912.06145706121, "iteration": 140739, "loss_fcos_cls": 0.2344269435852766, "loss_fcos_ctr": 0.6193337477743626, "loss_fcos_loc": 0.1820164038799703, "loss_mask": 0.2616884782910347, "loss_maskiou": 0.005502834261278622, "loss_sem_seg": 0.269998908508569, "lr": 0.01, "mask_rcnn/accuracy": 0.8821188004592388, "mask_rcnn/false_negative": 0.1059022772696642, "mask_rcnn/false_positive": 0.11940155081860393, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.722456306219101, "total_loss": 1.5770110771554755} {"data_time": 0.010168137960135937, "eta_seconds": 93881.2373894807, "iteration": 140759, "loss_fcos_cls": 0.2509458629065193, "loss_fcos_ctr": 0.6182918259873986, "loss_fcos_loc": 0.19116757053416222, "loss_mask": 0.25538114504888654, "loss_maskiou": 0.005019375246774871, "loss_sem_seg": 0.24036091985180974, "lr": 0.01, "mask_rcnn/accuracy": 0.9136576817659914, "mask_rcnn/false_negative": 0.07139774926338807, "mask_rcnn/false_positive": 0.11635605170212861, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.5, "time": 0.7316532218828797, "total_loss": 1.5668378126938478} {"data_time": 0.009387606754899025, "eta_seconds": 93834.2462108573, "iteration": 140779, "loss_fcos_cls": 0.23130671377293766, "loss_fcos_ctr": 0.6175092672929168, "loss_fcos_loc": 0.18245549604762346, "loss_mask": 0.2556688250042498, "loss_maskiou": 0.004940237573464401, "loss_sem_seg": 0.24468890391290188, "lr": 0.01, "mask_rcnn/accuracy": 0.8841817665604448, "mask_rcnn/false_negative": 0.09453668076200644, "mask_rcnn/false_positive": 0.1287864820657004, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.75, "time": 0.7140657911077142, "total_loss": 1.534316248867981} {"data_time": 0.00972675159573555, "eta_seconds": 93873.73252356704, "iteration": 140799, "loss_fcos_cls": 0.24029260594397783, "loss_fcos_ctr": 0.6183544872328639, "loss_fcos_loc": 0.17638735950458795, "loss_mask": 0.25010449811816216, "loss_maskiou": 0.005565496394410729, "loss_sem_seg": 0.24300774023868144, "lr": 0.01, "mask_rcnn/accuracy": 0.8683741181657848, "mask_rcnn/false_negative": 0.08599888832951992, "mask_rcnn/false_positive": 0.15399241059066232, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.0, "time": 0.729708019644022, "total_loss": 1.5621730157072307} {"data_time": 0.008992744609713554, "eta_seconds": 93822.24993803352, "iteration": 140819, "loss_fcos_cls": 0.2541501123341732, "loss_fcos_ctr": 0.6162319453433156, "loss_fcos_loc": 0.1842450356343761, "loss_mask": 0.2648135023191571, "loss_maskiou": 0.005259460936940741, "loss_sem_seg": 0.2643267356324941, "lr": 0.01, "mask_rcnn/accuracy": 0.891938144875175, "mask_rcnn/false_negative": 0.09842364089428071, "mask_rcnn/false_positive": 0.12247237831578528, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.25, "time": 0.730602010153234, "total_loss": 1.5646905695321038} {"data_time": 0.009958358481526375, "eta_seconds": 93748.83779692743, "iteration": 140839, "loss_fcos_cls": 0.24247930839192122, "loss_fcos_ctr": 0.6192191382870078, "loss_fcos_loc": 0.18624587170779705, "loss_mask": 0.25613582227379084, "loss_maskiou": 0.005410821802797727, "loss_sem_seg": 0.25749914231710136, "lr": 0.01, "mask_rcnn/accuracy": 0.8930189110952823, "mask_rcnn/false_negative": 0.08651106503619976, "mask_rcnn/false_positive": 0.12371673802582484, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.75, "time": 0.7099226731806993, "total_loss": 1.5846219762934197} {"data_time": 0.00954082515090704, "eta_seconds": 93734.32121099252, "iteration": 140859, "loss_fcos_cls": 0.23431718780193478, "loss_fcos_ctr": 0.6161991208791733, "loss_fcos_loc": 0.1805156494374387, "loss_mask": 0.24748442135751247, "loss_maskiou": 0.005090029451821465, "loss_sem_seg": 0.26661556167528033, "lr": 0.01, "mask_rcnn/accuracy": 0.8950989634984428, "mask_rcnn/false_negative": 0.08297085624816676, "mask_rcnn/false_positive": 0.10854549730037047, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.7179726865142584, "total_loss": 1.5665086825138133} {"data_time": 0.010531521402299404, "eta_seconds": 93728.05712817144, "iteration": 140879, "loss_fcos_cls": 0.25158429867587984, "loss_fcos_ctr": 0.6167463469319046, "loss_fcos_loc": 0.19152295065578073, "loss_mask": 0.2669098824262619, "loss_maskiou": 0.005272678528854158, "loss_sem_seg": 0.24932823376730084, "lr": 0.01, "mask_rcnn/accuracy": 0.8854734486853091, "mask_rcnn/false_negative": 0.08213508715024559, "mask_rcnn/false_positive": 0.14751636630504594, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.7407438270747662, "total_loss": 1.5970327602226462} {"data_time": 0.010807810351252556, "eta_seconds": 93636.90504825395, "iteration": 140899, "loss_fcos_cls": 0.23763200617395341, "loss_fcos_ctr": 0.6186429429799318, "loss_fcos_loc": 0.18724967201706022, "loss_mask": 0.2541406163945794, "loss_maskiou": 0.004899743304122239, "loss_sem_seg": 0.24870246229693294, "lr": 0.01, "mask_rcnn/accuracy": 0.8812311944008373, "mask_rcnn/false_negative": 0.1036462345325242, "mask_rcnn/false_positive": 0.109915665769138, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7082996377721429, "total_loss": 1.5464388411855907} {"data_time": 0.010273740626871586, "eta_seconds": 93655.98128918186, "iteration": 140919, "loss_fcos_cls": 0.2458054854068905, "loss_fcos_ctr": 0.6160704041831195, "loss_fcos_loc": 0.18207538989372551, "loss_mask": 0.2634062780998647, "loss_maskiou": 0.005377246146963444, "loss_sem_seg": 0.25649198913015425, "lr": 0.01, "mask_rcnn/accuracy": 0.8806561660604018, "mask_rcnn/false_negative": 0.09263626242738329, "mask_rcnn/false_positive": 0.144782750001287, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.25, "time": 0.7443834813311696, "total_loss": 1.5649546986460336} {"data_time": 0.009686093777418137, "eta_seconds": 93624.55699412618, "iteration": 140939, "loss_fcos_cls": 0.2470231403131038, "loss_fcos_ctr": 0.6197921829298139, "loss_fcos_loc": 0.18967950204387307, "loss_mask": 0.2539344262331724, "loss_maskiou": 0.005128582713950891, "loss_sem_seg": 0.2987902002641931, "lr": 0.01, "mask_rcnn/accuracy": 0.8733080103110427, "mask_rcnn/false_negative": 0.11019961542744183, "mask_rcnn/false_positive": 0.1342885837379085, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7317416360601783, "total_loss": 1.608869223840884} {"data_time": 0.009713046252727509, "eta_seconds": 93649.87855697889, "iteration": 140959, "loss_fcos_cls": 0.24999570567160845, "loss_fcos_ctr": 0.6175795388408005, "loss_fcos_loc": 0.18900823639705777, "loss_mask": 0.2602289258502424, "loss_maskiou": 0.005248635156021919, "loss_sem_seg": 0.25306363496929407, "lr": 0.01, "mask_rcnn/accuracy": 0.8873702417270295, "mask_rcnn/false_negative": 0.08315811774361784, "mask_rcnn/false_positive": 0.1438010925198953, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7304549645632505, "total_loss": 1.5821812914291513} {"data_time": 0.010191049426794052, "eta_seconds": 93635.36380917672, "iteration": 140979, "loss_fcos_cls": 0.2375053105643019, "loss_fcos_ctr": 0.6201588567346334, "loss_fcos_loc": 0.18579470622353256, "loss_mask": 0.26777723245322704, "loss_maskiou": 0.005666265700710937, "loss_sem_seg": 0.2658894406631589, "lr": 0.01, "mask_rcnn/accuracy": 0.9038216837961737, "mask_rcnn/false_negative": 0.08277598167749547, "mask_rcnn/false_positive": 0.12080867670038486, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 34.25, "time": 0.7296504732221365, "total_loss": 1.5802223734863219} {"data_time": 0.009983194060623646, "eta_seconds": 93571.29163583461, "iteration": 140999, "loss_fcos_cls": 0.23633861081907526, "loss_fcos_ctr": 0.6166011290624738, "loss_fcos_loc": 0.1798503666650504, "loss_mask": 0.25293699093163013, "loss_maskiou": 0.004549221166598727, "loss_sem_seg": 0.26484666764736176, "lr": 0.01, "mask_rcnn/accuracy": 0.8732447544047766, "mask_rcnn/false_negative": 0.10262432778196263, "mask_rcnn/false_positive": 0.15362657447370298, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.75, "time": 0.7073477730154991, "total_loss": 1.5613778977058246} {"data_time": 0.009736520238220692, "eta_seconds": 93538.67484032828, "iteration": 141019, "loss_fcos_cls": 0.2475307541899383, "loss_fcos_ctr": 0.6171499397605658, "loss_fcos_loc": 0.18615505198249593, "loss_mask": 0.2627181624993682, "loss_maskiou": 0.00570992476423271, "loss_sem_seg": 0.2652940461412072, "lr": 0.01, "mask_rcnn/accuracy": 0.8923356842737096, "mask_rcnn/false_negative": 0.07811846214245752, "mask_rcnn/false_positive": 0.11873484773781925, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 37.25, "time": 0.7193948794156313, "total_loss": 1.5972851680635358} {"data_time": 0.009891207329928875, "eta_seconds": 93402.93851407897, "iteration": 141039, "loss_fcos_cls": 0.24466802435927093, "loss_fcos_ctr": 0.6197581421583891, "loss_fcos_loc": 0.1897904600482434, "loss_mask": 0.2593386881053448, "loss_maskiou": 0.005596173465164611, "loss_sem_seg": 0.242780274245888, "lr": 0.01, "mask_rcnn/accuracy": 0.8876345935050515, "mask_rcnn/false_negative": 0.10840582774352225, "mask_rcnn/false_positive": 0.1362934742523716, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.75, "time": 0.7202333519235253, "total_loss": 1.569045786629431} {"data_time": 0.009666728787124157, "eta_seconds": 93342.52833824046, "iteration": 141059, "loss_fcos_cls": 0.2445579485502094, "loss_fcos_ctr": 0.6186838475987315, "loss_fcos_loc": 0.18798612675163895, "loss_mask": 0.2605369407683611, "loss_maskiou": 0.005665930300892796, "loss_sem_seg": 0.26172231091186404, "lr": 0.01, "mask_rcnn/accuracy": 0.8928267735665695, "mask_rcnn/false_negative": 0.08897958466552328, "mask_rcnn/false_positive": 0.1116494805609235, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.721899002790451, "total_loss": 1.5931993990161573} {"data_time": 0.010170998983085155, "eta_seconds": 93397.41441513225, "iteration": 141079, "loss_fcos_cls": 0.2480170177295804, "loss_fcos_ctr": 0.6174933980219066, "loss_fcos_loc": 0.18453392386436462, "loss_mask": 0.2598951398395002, "loss_maskiou": 0.005167196388356388, "loss_sem_seg": 0.23563425394240767, "lr": 0.01, "mask_rcnn/accuracy": 0.8968678863054655, "mask_rcnn/false_negative": 0.09340671887816404, "mask_rcnn/false_positive": 0.10617028692374325, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.5, "time": 0.743428728543222, "total_loss": 1.5720877625972207} {"data_time": 0.009162237867712975, "eta_seconds": 93386.32365310192, "iteration": 141099, "loss_fcos_cls": 0.22550482058431953, "loss_fcos_ctr": 0.6181742865592241, "loss_fcos_loc": 0.18383145169354975, "loss_mask": 0.2698553092777729, "loss_maskiou": 0.005641037118039094, "loss_sem_seg": 0.24082588881719857, "lr": 0.01, "mask_rcnn/accuracy": 0.8774014208964469, "mask_rcnn/false_negative": 0.12293251792069848, "mask_rcnn/false_positive": 0.12114985121489186, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 43.0, "time": 0.7102688308805227, "total_loss": 1.5669210865016794} {"data_time": 0.010661272332072258, "eta_seconds": 93251.45124103408, "iteration": 141119, "loss_fcos_cls": 0.24629114428535104, "loss_fcos_ctr": 0.6181257469579577, "loss_fcos_loc": 0.18761241401080042, "loss_mask": 0.2508476059883833, "loss_maskiou": 0.0056242863756779116, "loss_sem_seg": 0.22625212045386434, "lr": 0.01, "mask_rcnn/accuracy": 0.912264552047234, "mask_rcnn/false_negative": 0.06797188065274261, "mask_rcnn/false_positive": 0.11468128599569347, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.25, "time": 0.7119123935699463, "total_loss": 1.5566608828958124} {"data_time": 0.01047394797205925, "eta_seconds": 93260.46156575345, "iteration": 141139, "loss_fcos_cls": 0.2326625674031675, "loss_fcos_ctr": 0.6204321281984448, "loss_fcos_loc": 0.18288967106491327, "loss_mask": 0.25881205778568983, "loss_maskiou": 0.005392692066379823, "loss_sem_seg": 0.2562033534049988, "lr": 0.01, "mask_rcnn/accuracy": 0.893400195095194, "mask_rcnn/false_negative": 0.07793385908955153, "mask_rcnn/false_positive": 0.14081840178966154, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.0, "time": 0.7387507893145084, "total_loss": 1.5717826984327985} {"data_time": 0.01007517147809267, "eta_seconds": 93228.30368340388, "iteration": 141159, "loss_fcos_cls": 0.23612317512743175, "loss_fcos_ctr": 0.6159378886222839, "loss_fcos_loc": 0.19411769206635654, "loss_mask": 0.2664680299349129, "loss_maskiou": 0.0053916868710075505, "loss_sem_seg": 0.2835317845456302, "lr": 0.01, "mask_rcnn/accuracy": 0.8792745365034165, "mask_rcnn/false_negative": 0.07369658543797994, "mask_rcnn/false_positive": 0.14353812426094137, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.5, "time": 0.7320692334324121, "total_loss": 1.6117770784912864} {"data_time": 0.009090152569115162, "eta_seconds": 93255.65834808536, "iteration": 141179, "loss_fcos_cls": 0.248360404279083, "loss_fcos_ctr": 0.621642301324755, "loss_fcos_loc": 0.1854792193043977, "loss_mask": 0.25546114332973957, "loss_maskiou": 0.005710656347218901, "loss_sem_seg": 0.26334873866289854, "lr": 0.01, "mask_rcnn/accuracy": 0.9073530545823801, "mask_rcnn/false_negative": 0.08325565218253556, "mask_rcnn/false_positive": 0.10263142874633757, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 26.75, "time": 0.7180300569161773, "total_loss": 1.5706792331693578} {"data_time": 0.010309619829058647, "eta_seconds": 93259.2991413204, "iteration": 141199, "loss_fcos_cls": 0.24101252167019993, "loss_fcos_ctr": 0.6157636418938637, "loss_fcos_loc": 0.18452869035536423, "loss_mask": 0.24555129278451204, "loss_maskiou": 0.004804363939911127, "loss_sem_seg": 0.2504256337415427, "lr": 0.01, "mask_rcnn/accuracy": 0.8949710152472701, "mask_rcnn/false_negative": 0.09473902026714233, "mask_rcnn/false_positive": 0.13611407031320116, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7242020620033145, "total_loss": 1.5521725992512074} {"data_time": 0.009674588218331337, "eta_seconds": 93202.56323402189, "iteration": 141219, "loss_fcos_cls": 0.23464407835854217, "loss_fcos_ctr": 0.6186937559396029, "loss_fcos_loc": 0.18196431989781559, "loss_mask": 0.2534469263628125, "loss_maskiou": 0.005474397221405525, "loss_sem_seg": 0.2497777291573584, "lr": 0.01, "mask_rcnn/accuracy": 0.8852431597639056, "mask_rcnn/false_negative": 0.10013306387522888, "mask_rcnn/false_positive": 0.10196638567528696, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7214403189718723, "total_loss": 1.533661936133285} {"data_time": 0.009901047684252262, "eta_seconds": 93251.52792505547, "iteration": 141239, "loss_fcos_cls": 0.24275853973813355, "loss_fcos_ctr": 0.6175111830234528, "loss_fcos_loc": 0.18573356908746064, "loss_mask": 0.26132488483563066, "loss_maskiou": 0.005357479712984059, "loss_sem_seg": 0.23339643282815814, "lr": 0.01, "mask_rcnn/accuracy": 0.8862472667638484, "mask_rcnn/false_negative": 0.09071087821137672, "mask_rcnn/false_positive": 0.10760535055912734, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.7295794682577252, "total_loss": 1.5496658341799048} {"data_time": 0.01028771698474884, "eta_seconds": 93237.04348831996, "iteration": 141259, "loss_fcos_cls": 0.24340419287909754, "loss_fcos_ctr": 0.6207513194531202, "loss_fcos_loc": 0.1893028486520052, "loss_mask": 0.2608021725900471, "loss_maskiou": 0.005115809275594074, "loss_sem_seg": 0.22956471028737724, "lr": 0.01, "mask_rcnn/accuracy": 0.8893140589569162, "mask_rcnn/false_negative": 0.08950905011432417, "mask_rcnn/false_positive": 0.14367042415723627, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.0, "time": 0.7283565681427717, "total_loss": 1.548584301941446} {"data_time": 0.009150326251983643, "eta_seconds": 93300.4768787669, "iteration": 141279, "loss_fcos_cls": 0.24925962463021278, "loss_fcos_ctr": 0.6203982545994222, "loss_fcos_loc": 0.19282532122451812, "loss_mask": 0.2605147650465369, "loss_maskiou": 0.005036817739892285, "loss_sem_seg": 0.23966584517620504, "lr": 0.01, "mask_rcnn/accuracy": 0.8825195410676585, "mask_rcnn/false_negative": 0.08755090659819903, "mask_rcnn/false_positive": 0.1529630263504107, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.0, "time": 0.7342542447149754, "total_loss": 1.5825765362606035} {"data_time": 0.01054348424077034, "eta_seconds": 93300.77551963925, "iteration": 141299, "loss_fcos_cls": 0.24895694688893855, "loss_fcos_ctr": 0.6195104196667671, "loss_fcos_loc": 0.19343454530462623, "loss_mask": 0.2630124958232045, "loss_maskiou": 0.005068461839982774, "loss_sem_seg": 0.27874222304672003, "lr": 0.01, "mask_rcnn/accuracy": 0.8892741992630385, "mask_rcnn/false_negative": 0.07443690482666163, "mask_rcnn/false_positive": 0.15123746543756572, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7398155257105827, "total_loss": 1.628701120542246} {"data_time": 0.00992573332041502, "eta_seconds": 93250.45089503191, "iteration": 141319, "loss_fcos_cls": 0.23745246254839003, "loss_fcos_ctr": 0.61902747862041, "loss_fcos_loc": 0.18932561756810173, "loss_mask": 0.26390376780182123, "loss_maskiou": 0.005213899283262435, "loss_sem_seg": 0.29576237639412284, "lr": 0.01, "mask_rcnn/accuracy": 0.8752578941809203, "mask_rcnn/false_negative": 0.09854615277416753, "mask_rcnn/false_positive": 0.1454291647085388, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.25, "time": 0.7338333604857326, "total_loss": 1.6259135305153904} {"data_time": 0.010544092394411564, "eta_seconds": 93235.95762082748, "iteration": 141339, "loss_fcos_cls": 0.23125147470273077, "loss_fcos_ctr": 0.6193867502734065, "loss_fcos_loc": 0.18974934262223542, "loss_mask": 0.2689436748623848, "loss_maskiou": 0.005353327389457263, "loss_sem_seg": 0.26838342752307653, "lr": 0.01, "mask_rcnn/accuracy": 0.8811715070643642, "mask_rcnn/false_negative": 0.09754290344050934, "mask_rcnn/false_positive": 0.14641638843185362, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.742502011358738, "total_loss": 1.5910816581454128} {"data_time": 0.011283394880592823, "eta_seconds": 93221.46434662305, "iteration": 141359, "loss_fcos_cls": 0.24566538096405566, "loss_fcos_ctr": 0.6173430373892188, "loss_fcos_loc": 0.18639362859539688, "loss_mask": 0.2538518076762557, "loss_maskiou": 0.004987619548046496, "loss_sem_seg": 0.26001192396506667, "lr": 0.01, "mask_rcnn/accuracy": 0.8984399157390228, "mask_rcnn/false_negative": 0.08321074296680384, "mask_rcnn/false_positive": 0.13905493869441818, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7207920206710696, "total_loss": 1.5754654495394789} {"data_time": 0.009734896942973137, "eta_seconds": 93178.22503330093, "iteration": 141379, "loss_fcos_cls": 0.2490005965810269, "loss_fcos_ctr": 0.6218513203784823, "loss_fcos_loc": 0.1872463971376419, "loss_mask": 0.2537296684458852, "loss_maskiou": 0.004941361128658173, "loss_sem_seg": 0.26444227574393153, "lr": 0.01, "mask_rcnn/accuracy": 0.8885068467041989, "mask_rcnn/false_negative": 0.08990762754411505, "mask_rcnn/false_positive": 0.11419275316190505, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.5, "time": 0.7232634834945202, "total_loss": 1.5635984725377057} {"data_time": 0.009814182296395302, "eta_seconds": 93090.29458795208, "iteration": 141399, "loss_fcos_cls": 0.24436910019721836, "loss_fcos_ctr": 0.6174594145268202, "loss_fcos_loc": 0.18588655220810324, "loss_mask": 0.25965504394844174, "loss_maskiou": 0.005294058391882572, "loss_sem_seg": 0.26411905605345964, "lr": 0.01, "mask_rcnn/accuracy": 0.8813003490870033, "mask_rcnn/false_negative": 0.09974385927439447, "mask_rcnn/false_positive": 0.1499383953742801, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7136201811954379, "total_loss": 1.5737114683361142} {"data_time": 0.009677843190729618, "eta_seconds": 93152.63731864002, "iteration": 141419, "loss_fcos_cls": 0.23124858201481402, "loss_fcos_ctr": 0.6208930974826217, "loss_fcos_loc": 0.18617445579729974, "loss_mask": 0.26190794818103313, "loss_maskiou": 0.004953704308718443, "loss_sem_seg": 0.24474255926907063, "lr": 0.01, "mask_rcnn/accuracy": 0.8812532428225528, "mask_rcnn/false_negative": 0.09225452649541553, "mask_rcnn/false_positive": 0.15290985883513078, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7308341208845377, "total_loss": 1.5517195444408571} {"data_time": 0.009237460792064667, "eta_seconds": 93183.37151148729, "iteration": 141439, "loss_fcos_cls": 0.2610224774107337, "loss_fcos_ctr": 0.6199725593905896, "loss_fcos_loc": 0.1967446863418445, "loss_mask": 0.25694512762129307, "loss_maskiou": 0.005469796829856932, "loss_sem_seg": 0.3051370829343796, "lr": 0.01, "mask_rcnn/accuracy": 0.883024555337085, "mask_rcnn/false_negative": 0.09270859796841477, "mask_rcnn/false_positive": 0.11480035377387338, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.25, "time": 0.7435380816459656, "total_loss": 1.651356206057244} {"data_time": 0.009967908263206482, "eta_seconds": 93195.03366168961, "iteration": 141459, "loss_fcos_cls": 0.2259614267386496, "loss_fcos_ctr": 0.6177202416583896, "loss_fcos_loc": 0.18179326935205609, "loss_mask": 0.23921218374744058, "loss_maskiou": 0.0046782094141235575, "loss_sem_seg": 0.2283759331330657, "lr": 0.01, "mask_rcnn/accuracy": 0.8826629268396337, "mask_rcnn/false_negative": 0.09637168186933698, "mask_rcnn/false_positive": 0.1368114759027085, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.731379671022296, "total_loss": 1.5131402240804164} {"data_time": 0.009694448672235012, "eta_seconds": 93180.53322468325, "iteration": 141479, "loss_fcos_cls": 0.23705281410366297, "loss_fcos_ctr": 0.6173599204048514, "loss_fcos_loc": 0.17998585850000381, "loss_mask": 0.25711115449666977, "loss_maskiou": 0.005784785949799698, "loss_sem_seg": 0.26106784504372627, "lr": 0.01, "mask_rcnn/accuracy": 0.8673378863908201, "mask_rcnn/false_negative": 0.09773000229416962, "mask_rcnn/false_positive": 0.1405488589229721, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.5, "time": 0.7284844303503633, "total_loss": 1.5674530721189512} {"data_time": 0.010228735394775867, "eta_seconds": 93197.71063465718, "iteration": 141499, "loss_fcos_cls": 0.2572494652122259, "loss_fcos_ctr": 0.6216627843677998, "loss_fcos_loc": 0.19474691664800048, "loss_mask": 0.2683767154812813, "loss_maskiou": 0.0059687895845854655, "loss_sem_seg": 0.2615634163375944, "lr": 0.01, "mask_rcnn/accuracy": 0.8983640171629876, "mask_rcnn/false_negative": 0.07794938599223676, "mask_rcnn/false_positive": 0.15272101935372112, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.7251190887764096, "total_loss": 1.6171917715691961} {"data_time": 0.009379591792821884, "eta_seconds": 93183.205267285, "iteration": 141519, "loss_fcos_cls": 0.24440860247705132, "loss_fcos_ctr": 0.6215992206707597, "loss_fcos_loc": 0.19132733694277704, "loss_mask": 0.2611845205537975, "loss_maskiou": 0.005328124432708137, "loss_sem_seg": 0.24235077947378159, "lr": 0.01, "mask_rcnn/accuracy": 0.890949451152283, "mask_rcnn/false_negative": 0.10145710892571094, "mask_rcnn/false_positive": 0.1278445592579192, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.7338357232511044, "total_loss": 1.5647583470054087} {"data_time": 0.010258641093969345, "eta_seconds": 93179.60089325625, "iteration": 141539, "loss_fcos_cls": 0.24901204160414636, "loss_fcos_ctr": 0.6179272904992104, "loss_fcos_loc": 0.18590980395674706, "loss_mask": 0.25149722676724195, "loss_maskiou": 0.004437690447957721, "loss_sem_seg": 0.2887715366668999, "lr": 0.01, "mask_rcnn/accuracy": 0.8870767321064246, "mask_rcnn/false_negative": 0.09092146932137177, "mask_rcnn/false_positive": 0.12346083320070173, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7248019380494952, "total_loss": 1.6229365550971124} {"data_time": 0.010093897581100464, "eta_seconds": 93140.34576595575, "iteration": 141559, "loss_fcos_cls": 0.26226493855938315, "loss_fcos_ctr": 0.6207242785021663, "loss_fcos_loc": 0.18963812885340303, "loss_mask": 0.2796781677752733, "loss_maskiou": 0.0065490490742377006, "loss_sem_seg": 0.25107104191556573, "lr": 0.01, "mask_rcnn/accuracy": 0.8778484247234247, "mask_rcnn/false_negative": 0.09938593638524099, "mask_rcnn/false_positive": 0.12070601029480657, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.75, "time": 0.7233797898516059, "total_loss": 1.6042369354072434} {"data_time": 0.010261435993015766, "eta_seconds": 93143.78216347005, "iteration": 141579, "loss_fcos_cls": 0.24979677866213024, "loss_fcos_ctr": 0.6209991574287415, "loss_fcos_loc": 0.19106602342799306, "loss_mask": 0.2660289630293846, "loss_maskiou": 0.005687181248504203, "loss_sem_seg": 0.28489504707977176, "lr": 0.01, "mask_rcnn/accuracy": 0.8759067786406598, "mask_rcnn/false_negative": 0.08215017572210963, "mask_rcnn/false_positive": 0.1756602562974619, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.25, "time": 0.7217798735946417, "total_loss": 1.6346775495057955} {"data_time": 0.009843985550105572, "eta_seconds": 93129.27615866344, "iteration": 141599, "loss_fcos_cls": 0.23938201367855072, "loss_fcos_ctr": 0.6174286250025034, "loss_fcos_loc": 0.1838839800329879, "loss_mask": 0.24998609255999327, "loss_maskiou": 0.004515103937592357, "loss_sem_seg": 0.2860605767928064, "lr": 0.01, "mask_rcnn/accuracy": 0.8819313947489108, "mask_rcnn/false_negative": 0.08775353043698078, "mask_rcnn/false_positive": 0.13140472954198534, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 36.25, "time": 0.7256169719621539, "total_loss": 1.6033894759748364} {"data_time": 0.009936071932315826, "eta_seconds": 93139.12189844437, "iteration": 141619, "loss_fcos_cls": 0.2565169909503311, "loss_fcos_ctr": 0.6195869259536266, "loss_fcos_loc": 0.1877549954224378, "loss_mask": 0.2569246366620064, "loss_maskiou": 0.00486699711473193, "loss_sem_seg": 0.2696479968726635, "lr": 0.01, "mask_rcnn/accuracy": 0.8991012530553346, "mask_rcnn/false_negative": 0.08020189609834844, "mask_rcnn/false_positive": 0.12489058523972954, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.0, "time": 0.7413568645715714, "total_loss": 1.5905256932674092} {"data_time": 0.010124684311449528, "eta_seconds": 93150.28425635956, "iteration": 141639, "loss_fcos_cls": 0.23227263311855495, "loss_fcos_ctr": 0.6220164457336068, "loss_fcos_loc": 0.19203724735416472, "loss_mask": 0.2700365469790995, "loss_maskiou": 0.005530781832931098, "loss_sem_seg": 0.26275717187672853, "lr": 0.01, "mask_rcnn/accuracy": 0.8897529422898728, "mask_rcnn/false_negative": 0.08740100987611438, "mask_rcnn/false_positive": 0.11770916953798977, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.0, "time": 0.7254939740523696, "total_loss": 1.572769028149196} {"data_time": 0.008484876714646816, "eta_seconds": 93110.10230149515, "iteration": 141659, "loss_fcos_cls": 0.2427964515518397, "loss_fcos_ctr": 0.617011446505785, "loss_fcos_loc": 0.1882273864466697, "loss_mask": 0.2675389889627695, "loss_maskiou": 0.0056194046501332195, "loss_sem_seg": 0.2560978610999882, "lr": 0.01, "mask_rcnn/accuracy": 0.8923104077696653, "mask_rcnn/false_negative": 0.08935554657178107, "mask_rcnn/false_positive": 0.13619381802521338, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.0, "time": 0.7319415174424648, "total_loss": 1.5964076585223665} {"data_time": 0.010290101170539856, "eta_seconds": 93084.64088703971, "iteration": 141679, "loss_fcos_cls": 0.24079476157203317, "loss_fcos_ctr": 0.617823576554656, "loss_fcos_loc": 0.18152618035674095, "loss_mask": 0.2466230560094118, "loss_maskiou": 0.005452258134027943, "loss_sem_seg": 0.2594573963433504, "lr": 0.01, "mask_rcnn/accuracy": 0.8777971715001791, "mask_rcnn/false_negative": 0.09915834606652085, "mask_rcnn/false_positive": 0.12512494955130973, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 32.25, "time": 0.7216619877144694, "total_loss": 1.5627791701626847} {"data_time": 0.01033705286681652, "eta_seconds": 93114.59093904309, "iteration": 141699, "loss_fcos_cls": 0.2435412583872676, "loss_fcos_ctr": 0.6180427549406886, "loss_fcos_loc": 0.19188349647447467, "loss_mask": 0.2672913372516632, "loss_maskiou": 0.00522003566584317, "loss_sem_seg": 0.2756009674631059, "lr": 0.01, "mask_rcnn/accuracy": 0.8910090604185925, "mask_rcnn/false_negative": 0.08443347853087882, "mask_rcnn/false_positive": 0.11198534399321969, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.0, "time": 0.7415200918912888, "total_loss": 1.613358523514762} {"data_time": 0.008931465446949005, "eta_seconds": 93055.62470390927, "iteration": 141719, "loss_fcos_cls": 0.24259662837721407, "loss_fcos_ctr": 0.616179627366364, "loss_fcos_loc": 0.18521139648510143, "loss_mask": 0.25639568734914064, "loss_maskiou": 0.004873121564742178, "loss_sem_seg": 0.2714576586149633, "lr": 0.01, "mask_rcnn/accuracy": 0.8863597677877121, "mask_rcnn/false_negative": 0.08098534289653946, "mask_rcnn/false_positive": 0.11593932066669616, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7198306052014232, "total_loss": 1.605526409784943} {"data_time": 0.010140572674572468, "eta_seconds": 93041.11661234405, "iteration": 141739, "loss_fcos_cls": 0.23457046202383935, "loss_fcos_ctr": 0.6173625970259309, "loss_fcos_loc": 0.17608532099984586, "loss_mask": 0.2485785400494933, "loss_maskiou": 0.004254800851413165, "loss_sem_seg": 0.24853003048337996, "lr": 0.01, "mask_rcnn/accuracy": 0.9020847794900273, "mask_rcnn/false_negative": 0.07819711955860455, "mask_rcnn/false_positive": 0.13311053746855872, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.710001458413899, "total_loss": 1.5168456235132908} {"data_time": 0.010186268016695976, "eta_seconds": 93026.60852077883, "iteration": 141759, "loss_fcos_cls": 0.24651383003219962, "loss_fcos_ctr": 0.6186038460582495, "loss_fcos_loc": 0.17659993492998183, "loss_mask": 0.26455087307840586, "loss_maskiou": 0.00545247140689753, "loss_sem_seg": 0.247851416002959, "lr": 0.01, "mask_rcnn/accuracy": 0.9113150992496757, "mask_rcnn/false_negative": 0.06721533143007682, "mask_rcnn/false_positive": 0.11176691570268552, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.25, "time": 0.732755383476615, "total_loss": 1.598994727813988} {"data_time": 0.01015509758144617, "eta_seconds": 93056.5308516305, "iteration": 141779, "loss_fcos_cls": 0.2512872072402388, "loss_fcos_ctr": 0.6193714942783117, "loss_fcos_loc": 0.18605418701190501, "loss_mask": 0.26149837393313646, "loss_maskiou": 0.005191949014260899, "loss_sem_seg": 0.2767574251629412, "lr": 0.01, "mask_rcnn/accuracy": 0.8764437222064174, "mask_rcnn/false_negative": 0.09152226995208176, "mask_rcnn/false_positive": 0.1565470597249839, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.75, "time": 0.7399528585374355, "total_loss": 1.60018247078915} {"data_time": 0.010564111173152924, "eta_seconds": 93042.01582977735, "iteration": 141799, "loss_fcos_cls": 0.24606418795883656, "loss_fcos_ctr": 0.6171525567770004, "loss_fcos_loc": 0.17789221473503858, "loss_mask": 0.257001013495028, "loss_maskiou": 0.005169471856788732, "loss_sem_seg": 0.2379825678654015, "lr": 0.01, "mask_rcnn/accuracy": 0.8894456592160673, "mask_rcnn/false_negative": 0.07974314487239703, "mask_rcnn/false_positive": 0.1339565986125133, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 22.5, "time": 0.73111373744905, "total_loss": 1.5366245601744595} {"data_time": 0.010248284786939621, "eta_seconds": 92991.03707966767, "iteration": 141819, "loss_fcos_cls": 0.23664181551430374, "loss_fcos_ctr": 0.6166993249207735, "loss_fcos_loc": 0.18336590405669995, "loss_mask": 0.26507547684013844, "loss_maskiou": 0.0051697280068765394, "loss_sem_seg": 0.2906831316649914, "lr": 0.01, "mask_rcnn/accuracy": 0.8806240188383045, "mask_rcnn/false_negative": 0.11522777510171464, "mask_rcnn/false_positive": 0.12025568995433572, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.7212993456050754, "total_loss": 1.6070460642222315} {"data_time": 0.0102975033223629, "eta_seconds": 93091.21860141121, "iteration": 141839, "loss_fcos_cls": 0.24760920769767836, "loss_fcos_ctr": 0.6198689765296876, "loss_fcos_loc": 0.1875368244946003, "loss_mask": 0.2506014811806381, "loss_maskiou": 0.004600282645697007, "loss_sem_seg": 0.2750831260345876, "lr": 0.01, "mask_rcnn/accuracy": 0.9004707320594021, "mask_rcnn/false_negative": 0.08410221037640242, "mask_rcnn/false_positive": 0.1451304494334198, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.75, "time": 0.7307555312290788, "total_loss": 1.5685643899050774} {"data_time": 0.008698326535522938, "eta_seconds": 92998.4707642179, "iteration": 141859, "loss_fcos_cls": 0.24342334433458745, "loss_fcos_ctr": 0.6154287848621607, "loss_fcos_loc": 0.1837274808785878, "loss_mask": 0.2559178350493312, "loss_maskiou": 0.005528799094463466, "loss_sem_seg": 0.259728726465255, "lr": 0.01, "mask_rcnn/accuracy": 0.8739037737134927, "mask_rcnn/false_negative": 0.09107950500346469, "mask_rcnn/false_positive": 0.14138271245618372, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.0, "time": 0.6942500034347177, "total_loss": 1.5697357115204795} {"data_time": 0.010808049701154232, "eta_seconds": 92941.13860117737, "iteration": 141879, "loss_fcos_cls": 0.23633119562873617, "loss_fcos_ctr": 0.617714318446815, "loss_fcos_loc": 0.1958566790272016, "loss_mask": 0.2536243135109544, "loss_maskiou": 0.0050314511463511735, "loss_sem_seg": 0.2456508104223758, "lr": 0.01, "mask_rcnn/accuracy": 0.903386445392895, "mask_rcnn/false_negative": 0.08614842394423537, "mask_rcnn/false_positive": 0.12291998965590592, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.75, "time": 0.7131911190226674, "total_loss": 1.5776925207901513} {"data_time": 0.010649202391505241, "eta_seconds": 93001.10872187, "iteration": 141899, "loss_fcos_cls": 0.2405380136333406, "loss_fcos_ctr": 0.6202572146430612, "loss_fcos_loc": 0.19193787756375968, "loss_mask": 0.2572057880461216, "loss_maskiou": 0.004989127352018841, "loss_sem_seg": 0.28220695396885276, "lr": 0.01, "mask_rcnn/accuracy": 0.88882857070213, "mask_rcnn/false_negative": 0.090049272533615, "mask_rcnn/false_positive": 0.12473556526951371, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.759767553769052, "total_loss": 1.6048688998453144} {"data_time": 0.009382732212543488, "eta_seconds": 92954.92569865845, "iteration": 141919, "loss_fcos_cls": 0.2506811076309532, "loss_fcos_ctr": 0.619109621271491, "loss_fcos_loc": 0.19452778418781236, "loss_mask": 0.2725189933553338, "loss_maskiou": 0.005808084504678845, "loss_sem_seg": 0.25907707680016756, "lr": 0.01, "mask_rcnn/accuracy": 0.876454081632653, "mask_rcnn/false_negative": 0.09967347545863309, "mask_rcnn/false_positive": 0.160611678302644, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.5, "time": 0.7249336615204811, "total_loss": 1.5917452379508177} {"data_time": 0.010602202266454697, "eta_seconds": 92871.3584671598, "iteration": 141939, "loss_fcos_cls": 0.23937078402377665, "loss_fcos_ctr": 0.6201044388581067, "loss_fcos_loc": 0.18800723529420793, "loss_mask": 0.2491911957040429, "loss_maskiou": 0.004984525920008309, "loss_sem_seg": 0.2842886997386813, "lr": 0.01, "mask_rcnn/accuracy": 0.8934853504230168, "mask_rcnn/false_negative": 0.08557983202471214, "mask_rcnn/false_positive": 0.11977942773336164, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.7093158094212413, "total_loss": 1.6015490086465434} {"data_time": 0.010442467406392097, "eta_seconds": 92845.16129928641, "iteration": 141959, "loss_fcos_cls": 0.2435595333809033, "loss_fcos_ctr": 0.6133358716033399, "loss_fcos_loc": 0.18476855964399874, "loss_mask": 0.24902412295341492, "loss_maskiou": 0.0047673241278971545, "loss_sem_seg": 0.2538302894681692, "lr": 0.01, "mask_rcnn/accuracy": 0.8804442705112348, "mask_rcnn/false_negative": 0.09401707657898589, "mask_rcnn/false_positive": 0.12538748119384707, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7246879125013947, "total_loss": 1.5542449626809685} {"data_time": 0.01070445217192173, "eta_seconds": 92802.54412979353, "iteration": 141979, "loss_fcos_cls": 0.22792795940767974, "loss_fcos_ctr": 0.6186881447210908, "loss_fcos_loc": 0.18815333780366927, "loss_mask": 0.25925729470327497, "loss_maskiou": 0.005503069514816161, "loss_sem_seg": 0.2818620023317635, "lr": 0.01, "mask_rcnn/accuracy": 0.8947869185317767, "mask_rcnn/false_negative": 0.0933450906679063, "mask_rcnn/false_positive": 0.13700248673056756, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 37.25, "time": 0.7090530497953296, "total_loss": 1.5858418918924144} {"data_time": 0.01030635554343462, "eta_seconds": 92860.45308770053, "iteration": 141999, "loss_fcos_cls": 0.25454781437292695, "loss_fcos_ctr": 0.6195870609954, "loss_fcos_loc": 0.19251520046964288, "loss_mask": 0.24845763808116317, "loss_maskiou": 0.004709927841759054, "loss_sem_seg": 0.2991544087417424, "lr": 0.01, "mask_rcnn/accuracy": 0.9061306540159924, "mask_rcnn/false_negative": 0.09944683839019575, "mask_rcnn/false_positive": 0.09007293460294247, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.75, "time": 0.7498744539916515, "total_loss": 1.62957954077865} {"data_time": 0.010540078394114971, "eta_seconds": 92813.34151682071, "iteration": 142019, "loss_fcos_cls": 0.2474009939469397, "loss_fcos_ctr": 0.618504666723311, "loss_fcos_loc": 0.19182677820208482, "loss_mask": 0.26400295179337263, "loss_maskiou": 0.005427782467450015, "loss_sem_seg": 0.24195115524344146, "lr": 0.01, "mask_rcnn/accuracy": 0.8997667086315045, "mask_rcnn/false_negative": 0.08892265717058642, "mask_rcnn/false_positive": 0.11624208590088063, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 37.5, "time": 0.718114422634244, "total_loss": 1.600545427907491} {"data_time": 0.010256166569888592, "eta_seconds": 92831.43442281894, "iteration": 142039, "loss_fcos_cls": 0.2388166869059205, "loss_fcos_ctr": 0.6176090962253511, "loss_fcos_loc": 0.18249499145895243, "loss_mask": 0.2617139364592731, "loss_maskiou": 0.005168099552975036, "loss_sem_seg": 0.24866042286157608, "lr": 0.01, "mask_rcnn/accuracy": 0.8897712206722932, "mask_rcnn/false_negative": 0.09216845870718163, "mask_rcnn/false_positive": 0.1279076118483755, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.0, "time": 0.7398181036114693, "total_loss": 1.579234486358473} {"data_time": 0.010095854289829731, "eta_seconds": 92816.92509037815, "iteration": 142059, "loss_fcos_cls": 0.24192078900523484, "loss_fcos_ctr": 0.6161117050796747, "loss_fcos_loc": 0.17875715147238225, "loss_mask": 0.2599880797788501, "loss_maskiou": 0.006046159585821442, "loss_sem_seg": 0.2957163748797029, "lr": 0.01, "mask_rcnn/accuracy": 0.8762684761404562, "mask_rcnn/false_negative": 0.10679707776535163, "mask_rcnn/false_positive": 0.1490219164576011, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.5, "time": 0.7249889457598329, "total_loss": 1.5708312369824853} {"data_time": 0.010395887307822704, "eta_seconds": 92769.35547787044, "iteration": 142079, "loss_fcos_cls": 0.24017501575872302, "loss_fcos_ctr": 0.6192902913317084, "loss_fcos_loc": 0.18792507401667535, "loss_mask": 0.2717045359313488, "loss_maskiou": 0.005810662929434329, "loss_sem_seg": 0.2939317971467972, "lr": 0.01, "mask_rcnn/accuracy": 0.8744804787821834, "mask_rcnn/false_negative": 0.0999421779319948, "mask_rcnn/false_positive": 0.1613367848869931, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.75, "time": 0.7103951843455434, "total_loss": 1.6216913735552225} {"data_time": 0.009479433298110962, "eta_seconds": 92781.54688325245, "iteration": 142099, "loss_fcos_cls": 0.24565077084116638, "loss_fcos_ctr": 0.6176690449938178, "loss_fcos_loc": 0.1845706991152838, "loss_mask": 0.2664596615359187, "loss_maskiou": 0.004954313866619486, "loss_sem_seg": 0.3156768756452948, "lr": 0.01, "mask_rcnn/accuracy": 0.8805954948897885, "mask_rcnn/false_negative": 0.08174969837856047, "mask_rcnn/false_positive": 0.15018011420467808, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.25, "time": 0.7313543874770403, "total_loss": 1.6395694355524029} {"data_time": 0.009525863453745842, "eta_seconds": 92809.77548012696, "iteration": 142119, "loss_fcos_cls": 0.2469215241726488, "loss_fcos_ctr": 0.6156280441209674, "loss_fcos_loc": 0.1860699588432908, "loss_mask": 0.26893548807129264, "loss_maskiou": 0.00558400042791618, "loss_sem_seg": 0.26867148641031235, "lr": 0.01, "mask_rcnn/accuracy": 0.8893818786819939, "mask_rcnn/false_negative": 0.08210168861397987, "mask_rcnn/false_positive": 0.12474755557259912, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.7150835143402219, "total_loss": 1.585551332376781} {"data_time": 0.00913721788674593, "eta_seconds": 92822.69847677927, "iteration": 142139, "loss_fcos_cls": 0.25304239662364125, "loss_fcos_ctr": 0.6172422794625163, "loss_fcos_loc": 0.18644034443423152, "loss_mask": 0.26584638841450214, "loss_maskiou": 0.005202902524615638, "loss_sem_seg": 0.2644909111550078, "lr": 0.01, "mask_rcnn/accuracy": 0.8629767318418051, "mask_rcnn/false_negative": 0.10338665976506237, "mask_rcnn/false_positive": 0.1612098241150075, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 44.5, "time": 0.7443471755832434, "total_loss": 1.5742728678742424} {"data_time": 0.010455889627337456, "eta_seconds": 92876.96606235858, "iteration": 142159, "loss_fcos_cls": 0.25594782060943544, "loss_fcos_ctr": 0.6219633612781763, "loss_fcos_loc": 0.19470712426118553, "loss_mask": 0.281283603515476, "loss_maskiou": 0.005169971875147894, "loss_sem_seg": 0.24680238391738385, "lr": 0.01, "mask_rcnn/accuracy": 0.8742030981348583, "mask_rcnn/false_negative": 0.10677064928977782, "mask_rcnn/false_positive": 0.14181603820794172, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 35.0, "time": 0.743423524312675, "total_loss": 1.5910722970147617} {"data_time": 0.010534419678151608, "eta_seconds": 92876.8634722, "iteration": 142179, "loss_fcos_cls": 0.2365288432338275, "loss_fcos_ctr": 0.6187119353562593, "loss_fcos_loc": 0.191078633768484, "loss_mask": 0.2554656397551298, "loss_maskiou": 0.005414614570327103, "loss_sem_seg": 0.2728817551396787, "lr": 0.01, "mask_rcnn/accuracy": 0.8818987931711146, "mask_rcnn/false_negative": 0.08215384061348999, "mask_rcnn/false_positive": 0.1408017511550126, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7290634606033564, "total_loss": 1.6298856257344596} {"data_time": 0.010214973241090775, "eta_seconds": 92947.87639470957, "iteration": 142199, "loss_fcos_cls": 0.25234973477199674, "loss_fcos_ctr": 0.6174899539910257, "loss_fcos_loc": 0.18906320130918175, "loss_mask": 0.25480437371879816, "loss_maskiou": 0.00502433990186546, "loss_sem_seg": 0.2888058414682746, "lr": 0.01, "mask_rcnn/accuracy": 0.898295478905848, "mask_rcnn/false_negative": 0.08455000484202993, "mask_rcnn/false_positive": 0.12043334147617138, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7402440709993243, "total_loss": 1.6017380049888743} {"data_time": 0.010733535513281822, "eta_seconds": 92950.59144603461, "iteration": 142219, "loss_fcos_cls": 0.24454273120500147, "loss_fcos_ctr": 0.6207599071785808, "loss_fcos_loc": 0.18033885129261762, "loss_mask": 0.24113949853926897, "loss_maskiou": 0.00487805717784795, "loss_sem_seg": 0.28266916051506996, "lr": 0.01, "mask_rcnn/accuracy": 0.8842324964482797, "mask_rcnn/false_negative": 0.09049787579180463, "mask_rcnn/false_positive": 0.1376037310377168, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 40.0, "time": 0.7285780804231763, "total_loss": 1.5863930345549306} {"data_time": 0.009884332306683064, "eta_seconds": 92948.98378057592, "iteration": 142239, "loss_fcos_cls": 0.25414525432279333, "loss_fcos_ctr": 0.6182036749087274, "loss_fcos_loc": 0.1930337434168905, "loss_mask": 0.2826196253299713, "loss_maskiou": 0.0056671065831324086, "loss_sem_seg": 0.27247032325249165, "lr": 0.01, "mask_rcnn/accuracy": 0.8849001356494979, "mask_rcnn/false_negative": 0.10193584052938454, "mask_rcnn/false_positive": 0.12109079691461302, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.5, "time": 0.7320151263847947, "total_loss": 1.6197687527746893} {"data_time": 0.009753255173563957, "eta_seconds": 92958.39957152773, "iteration": 142259, "loss_fcos_cls": 0.2734186735469848, "loss_fcos_ctr": 0.6188700306229293, "loss_fcos_loc": 0.2037337643560022, "loss_mask": 0.26157284062355757, "loss_maskiou": 0.005004998958611395, "loss_sem_seg": 0.27517130179330707, "lr": 0.01, "mask_rcnn/accuracy": 0.8643367346938775, "mask_rcnn/false_negative": 0.11165749106975081, "mask_rcnn/false_positive": 0.1542897828220333, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7376971887424588, "total_loss": 1.634693022675492} {"data_time": 0.009898596443235874, "eta_seconds": 93006.46583452728, "iteration": 142279, "loss_fcos_cls": 0.25021597766317427, "loss_fcos_ctr": 0.6228483961895108, "loss_fcos_loc": 0.19588628038764, "loss_mask": 0.2717086188495159, "loss_maskiou": 0.005201715051953215, "loss_sem_seg": 0.2638724842108786, "lr": 0.01, "mask_rcnn/accuracy": 0.8997318071965629, "mask_rcnn/false_negative": 0.08783479622387631, "mask_rcnn/false_positive": 0.1291326133350342, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.75, "time": 0.749246041290462, "total_loss": 1.6108454323002661} {"data_time": 0.01082335039973259, "eta_seconds": 92892.3977606222, "iteration": 142299, "loss_fcos_cls": 0.24477100814692676, "loss_fcos_ctr": 0.6227857135236263, "loss_fcos_loc": 0.18810990336351097, "loss_mask": 0.2564503299072385, "loss_maskiou": 0.0054123417066875845, "loss_sem_seg": 0.2619489096105099, "lr": 0.01, "mask_rcnn/accuracy": 0.8986361852433281, "mask_rcnn/false_negative": 0.07008015686302888, "mask_rcnn/false_positive": 0.1442283024986067, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.25, "time": 0.719879325479269, "total_loss": 1.5831001441329136} {"data_time": 0.009980793111026287, "eta_seconds": 92875.90476810094, "iteration": 142319, "loss_fcos_cls": 0.25720160361379385, "loss_fcos_ctr": 0.6190314739942551, "loss_fcos_loc": 0.18624238763004541, "loss_mask": 0.26354322070255876, "loss_maskiou": 0.005182527858778485, "loss_sem_seg": 0.3170779845677316, "lr": 0.01, "mask_rcnn/accuracy": 0.8873901439188392, "mask_rcnn/false_negative": 0.0842735524347594, "mask_rcnn/false_positive": 0.1292092637076023, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7286395998671651, "total_loss": 1.6037644138850737} {"data_time": 0.009856117889285088, "eta_seconds": 92824.28076121025, "iteration": 142339, "loss_fcos_cls": 0.24835672415792942, "loss_fcos_ctr": 0.618184638209641, "loss_fcos_loc": 0.19042396184522659, "loss_mask": 0.253556742798537, "loss_maskiou": 0.005231412891589571, "loss_sem_seg": 0.2810956418979913, "lr": 0.01, "mask_rcnn/accuracy": 0.8828587886767609, "mask_rcnn/false_negative": 0.09522469941569259, "mask_rcnn/false_positive": 0.14559027807461847, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.75, "time": 0.7087435806170106, "total_loss": 1.5963128866569605} {"data_time": 0.01003616489470005, "eta_seconds": 92831.51063682698, "iteration": 142359, "loss_fcos_cls": 0.24038363783620298, "loss_fcos_ctr": 0.6190582574345171, "loss_fcos_loc": 0.18084009722224437, "loss_mask": 0.2507132035680115, "loss_maskiou": 0.0053143070108490065, "loss_sem_seg": 0.28071180917322636, "lr": 0.01, "mask_rcnn/accuracy": 0.9068293837524952, "mask_rcnn/false_negative": 0.0790309326176519, "mask_rcnn/false_positive": 0.11732377855194923, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 24.0, "time": 0.7393000591546297, "total_loss": 1.5932671567134093} {"data_time": 0.00995977409183979, "eta_seconds": 92895.42221051082, "iteration": 142379, "loss_fcos_cls": 0.24880604911595583, "loss_fcos_ctr": 0.6203047512099147, "loss_fcos_loc": 0.17967712471727282, "loss_mask": 0.24971773568540812, "loss_maskiou": 0.004743733414215967, "loss_sem_seg": 0.2932409564964473, "lr": 0.01, "mask_rcnn/accuracy": 0.9090975988297416, "mask_rcnn/false_negative": 0.08278090333608393, "mask_rcnn/false_positive": 0.11552507749499276, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 26.25, "time": 0.7299118852242827, "total_loss": 1.612982759514125} {"data_time": 0.010003802366554737, "eta_seconds": 92965.65821600333, "iteration": 142399, "loss_fcos_cls": 0.26824396825395525, "loss_fcos_ctr": 0.61798195540905, "loss_fcos_loc": 0.18876094662118703, "loss_mask": 0.25371515192091465, "loss_maskiou": 0.005934254149906337, "loss_sem_seg": 0.2709255227819085, "lr": 0.01, "mask_rcnn/accuracy": 0.8979328962767903, "mask_rcnn/false_negative": 0.08611016700910509, "mask_rcnn/false_positive": 0.1100060413723305, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7381828166544437, "total_loss": 1.6312537797784898} {"data_time": 0.0103392843157053, "eta_seconds": 92940.90851281676, "iteration": 142419, "loss_fcos_cls": 0.24235221417620778, "loss_fcos_ctr": 0.6189709352329373, "loss_fcos_loc": 0.19503108272328973, "loss_mask": 0.2553852526471019, "loss_maskiou": 0.00528011258575134, "loss_sem_seg": 0.2823897360358387, "lr": 0.01, "mask_rcnn/accuracy": 0.8879564175067618, "mask_rcnn/false_negative": 0.09363653807601044, "mask_rcnn/false_positive": 0.1204131412890696, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.7271419139578938, "total_loss": 1.6057868724274158} {"data_time": 0.009361322037875652, "eta_seconds": 92851.7481652312, "iteration": 142439, "loss_fcos_cls": 0.2500690915621817, "loss_fcos_ctr": 0.6198133039288223, "loss_fcos_loc": 0.18982565496116877, "loss_mask": 0.2631435990333557, "loss_maskiou": 0.005546940148633439, "loss_sem_seg": 0.31061271438375115, "lr": 0.01, "mask_rcnn/accuracy": 0.8791396235364894, "mask_rcnn/false_negative": 0.07238117687155005, "mask_rcnn/false_positive": 0.1657992277308308, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.7270480897277594, "total_loss": 1.6344983661110746} {"data_time": 0.009976278059184551, "eta_seconds": 92837.19015013799, "iteration": 142459, "loss_fcos_cls": 0.2456296761520207, "loss_fcos_ctr": 0.6169201135635376, "loss_fcos_loc": 0.18755813356256112, "loss_mask": 0.26426168344914913, "loss_maskiou": 0.00580500993237365, "loss_sem_seg": 0.2636988537851721, "lr": 0.01, "mask_rcnn/accuracy": 0.8847631811709884, "mask_rcnn/false_negative": 0.09651686134746756, "mask_rcnn/false_positive": 0.12326841190271352, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.730596924200654, "total_loss": 1.5876468544302043} {"data_time": 0.009915836155414581, "eta_seconds": 92790.02415839676, "iteration": 142479, "loss_fcos_cls": 0.24419742147438228, "loss_fcos_ctr": 0.6176529284566641, "loss_fcos_loc": 0.19011415331624448, "loss_mask": 0.26140664564445615, "loss_maskiou": 0.005697852986486396, "loss_sem_seg": 0.2693662312813103, "lr": 0.01, "mask_rcnn/accuracy": 0.8768174828856521, "mask_rcnn/false_negative": 0.09369463017844229, "mask_rcnn/false_positive": 0.15174751415547888, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.5, "time": 0.7154436847195029, "total_loss": 1.5631610627933696} {"data_time": 0.010197041556239128, "eta_seconds": 92775.47125743795, "iteration": 142499, "loss_fcos_cls": 0.24941814690828323, "loss_fcos_ctr": 0.6169498274102807, "loss_fcos_loc": 0.19100137380883098, "loss_mask": 0.27000962756574154, "loss_maskiou": 0.005495700410392601, "loss_sem_seg": 0.2939551081508398, "lr": 0.01, "mask_rcnn/accuracy": 0.88419049437957, "mask_rcnn/false_negative": 0.08767914863327053, "mask_rcnn/false_positive": 0.14632829774777562, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.0, "time": 0.7319765025749803, "total_loss": 1.6300122892134823} {"data_time": 0.010104553773999214, "eta_seconds": 92745.27752077393, "iteration": 142519, "loss_fcos_cls": 0.2501718755811453, "loss_fcos_ctr": 0.6200491841882467, "loss_fcos_loc": 0.19561607763171196, "loss_mask": 0.26347976364195347, "loss_maskiou": 0.005664811407768866, "loss_sem_seg": 0.30556101724505424, "lr": 0.01, "mask_rcnn/accuracy": 0.8817953905700211, "mask_rcnn/false_negative": 0.09830409837022794, "mask_rcnn/false_positive": 0.14405446648878928, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.7288129813969135, "total_loss": 1.6400068212096812} {"data_time": 0.010383514687418938, "eta_seconds": 92746.36545552034, "iteration": 142539, "loss_fcos_cls": 0.24196184985339642, "loss_fcos_ctr": 0.6205545756965876, "loss_fcos_loc": 0.1907613497460261, "loss_mask": 0.26311558578163385, "loss_maskiou": 0.005569538727286272, "loss_sem_seg": 0.2749273192603141, "lr": 0.01, "mask_rcnn/accuracy": 0.9000236633114784, "mask_rcnn/false_negative": 0.08335811345789298, "mask_rcnn/false_positive": 0.11336220929368848, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7305929008871317, "total_loss": 1.6023354588214715} {"data_time": 0.009689068421721458, "eta_seconds": 92716.1766265165, "iteration": 142559, "loss_fcos_cls": 0.25497713510412723, "loss_fcos_ctr": 0.6168404594063759, "loss_fcos_loc": 0.18136041855905205, "loss_mask": 0.2597123896703124, "loss_maskiou": 0.006130645011580782, "loss_sem_seg": 0.29919622046872973, "lr": 0.01, "mask_rcnn/accuracy": 0.8911756135643912, "mask_rcnn/false_negative": 0.09696998291307773, "mask_rcnn/false_positive": 0.14058356034830852, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.718316393904388, "total_loss": 1.6373977309849579} {"data_time": 0.009579962119460106, "eta_seconds": 92658.03890597448, "iteration": 142579, "loss_fcos_cls": 0.25275541096925735, "loss_fcos_ctr": 0.6178817069157958, "loss_fcos_loc": 0.18831213749945164, "loss_mask": 0.26323078013956547, "loss_maskiou": 0.005624848148727324, "loss_sem_seg": 0.25659267883747816, "lr": 0.01, "mask_rcnn/accuracy": 0.9018466936681389, "mask_rcnn/false_negative": 0.08670442233981707, "mask_rcnn/false_positive": 0.10456740204742027, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.5, "time": 0.7140767415985465, "total_loss": 1.6057059360464336} {"data_time": 0.010120999999344349, "eta_seconds": 92547.22366789542, "iteration": 142599, "loss_fcos_cls": 0.24868827173486352, "loss_fcos_ctr": 0.6213258095085621, "loss_fcos_loc": 0.18882672488689423, "loss_mask": 0.2556824693456292, "loss_maskiou": 0.0046355259328265674, "loss_sem_seg": 0.26207653572782874, "lr": 0.01, "mask_rcnn/accuracy": 0.8952531012404962, "mask_rcnn/false_negative": 0.11815412398358716, "mask_rcnn/false_positive": 0.11376334698773558, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.5, "time": 0.7117172349244356, "total_loss": 1.5790536898275604} {"data_time": 0.009165151044726372, "eta_seconds": 92492.36963235121, "iteration": 142619, "loss_fcos_cls": 0.2406817707233131, "loss_fcos_ctr": 0.621840987354517, "loss_fcos_loc": 0.18974374025128782, "loss_mask": 0.2696900414302945, "loss_maskiou": 0.005642201853333972, "loss_sem_seg": 0.27236753422766924, "lr": 0.01, "mask_rcnn/accuracy": 0.8838024390123554, "mask_rcnn/false_negative": 0.09453055215424215, "mask_rcnn/false_positive": 0.14773612304544712, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.0, "time": 0.7100290451198816, "total_loss": 1.587483073300973} {"data_time": 0.01002892479300499, "eta_seconds": 92500.05180755723, "iteration": 142639, "loss_fcos_cls": 0.23887652112171054, "loss_fcos_ctr": 0.6193175157532096, "loss_fcos_loc": 0.19309191359207034, "loss_mask": 0.2491911267861724, "loss_maskiou": 0.004833640683500562, "loss_sem_seg": 0.28057891922071576, "lr": 0.01, "mask_rcnn/accuracy": 0.8964688081229986, "mask_rcnn/false_negative": 0.09832769859800106, "mask_rcnn/false_positive": 0.11769588000939407, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7426149761304259, "total_loss": 1.6002168371037442} {"data_time": 0.009017689153552055, "eta_seconds": 92463.325310315, "iteration": 142659, "loss_fcos_cls": 0.2391597148962319, "loss_fcos_ctr": 0.6194621464237571, "loss_fcos_loc": 0.18841615284327418, "loss_mask": 0.26207429077476263, "loss_maskiou": 0.004619028248271206, "loss_sem_seg": 0.2719387705437839, "lr": 0.01, "mask_rcnn/accuracy": 0.8696939461268378, "mask_rcnn/false_negative": 0.12353864027916218, "mask_rcnn/false_positive": 0.13031628479193258, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.0, "time": 0.7223574807867408, "total_loss": 1.6005438348292955} {"data_time": 0.009844752959907055, "eta_seconds": 92471.0005118521, "iteration": 142679, "loss_fcos_cls": 0.232847573235631, "loss_fcos_ctr": 0.617263269610703, "loss_fcos_loc": 0.1841518844012171, "loss_mask": 0.27043501753360033, "loss_maskiou": 0.005840730947966222, "loss_sem_seg": 0.27226140117272735, "lr": 0.01, "mask_rcnn/accuracy": 0.8812165937803693, "mask_rcnn/false_negative": 0.09456902435943339, "mask_rcnn/false_positive": 0.15041124010450035, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7338176667690277, "total_loss": 1.597163889578951} {"data_time": 0.011740246787667274, "eta_seconds": 92437.5884090364, "iteration": 142699, "loss_fcos_cls": 0.25175138306804, "loss_fcos_ctr": 0.6210303623229265, "loss_fcos_loc": 0.1975652526016347, "loss_mask": 0.2607346805743873, "loss_maskiou": 0.005877737581613474, "loss_sem_seg": 0.24600786599330604, "lr": 0.01, "mask_rcnn/accuracy": 0.8882181634227766, "mask_rcnn/false_negative": 0.08838421949190044, "mask_rcnn/false_positive": 0.12467725792808876, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7321686958894134, "total_loss": 1.5920718063898676} {"data_time": 0.009160496294498444, "eta_seconds": 92460.05271287821, "iteration": 142719, "loss_fcos_cls": 0.2443560545798391, "loss_fcos_ctr": 0.6173709221184254, "loss_fcos_loc": 0.18156126467511058, "loss_mask": 0.2536996938288212, "loss_maskiou": 0.005293954978697002, "loss_sem_seg": 0.26990639814175665, "lr": 0.01, "mask_rcnn/accuracy": 0.8900873370181406, "mask_rcnn/false_negative": 0.075301408664641, "mask_rcnn/false_positive": 0.12869159948433526, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.0, "time": 0.731621696613729, "total_loss": 1.5961300744420441} {"data_time": 0.009953774511814117, "eta_seconds": 92569.898542732, "iteration": 142739, "loss_fcos_cls": 0.2528227206785232, "loss_fcos_ctr": 0.6202901201322675, "loss_fcos_loc": 0.19552986870985478, "loss_mask": 0.26440208684653044, "loss_maskiou": 0.005787560570752248, "loss_sem_seg": 0.2926250013988465, "lr": 0.01, "mask_rcnn/accuracy": 0.8978905023547881, "mask_rcnn/false_negative": 0.09483475603722542, "mask_rcnn/false_positive": 0.11026995605251401, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7275346294045448, "total_loss": 1.6283769843830669} {"data_time": 0.00971935037523508, "eta_seconds": 92527.14645494148, "iteration": 142759, "loss_fcos_cls": 0.22996769030578434, "loss_fcos_ctr": 0.6183717409148812, "loss_fcos_loc": 0.1863405475160107, "loss_mask": 0.2640892704948783, "loss_maskiou": 0.005621257398161106, "loss_sem_seg": 0.25433537270873785, "lr": 0.01, "mask_rcnn/accuracy": 0.8905522022105745, "mask_rcnn/false_negative": 0.08855208471843529, "mask_rcnn/false_positive": 0.13032300580335737, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 27.0, "time": 0.7259689709171653, "total_loss": 1.5753287699917564} {"data_time": 0.009668383747339249, "eta_seconds": 92376.19234420639, "iteration": 142779, "loss_fcos_cls": 0.24920086457859725, "loss_fcos_ctr": 0.6168431788682938, "loss_fcos_loc": 0.18467313353903592, "loss_mask": 0.2591100847348571, "loss_maskiou": 0.006089467045967467, "loss_sem_seg": 0.2884870357811451, "lr": 0.01, "mask_rcnn/accuracy": 0.8899043115269824, "mask_rcnn/false_negative": 0.08663645696267055, "mask_rcnn/false_positive": 0.14392952425813782, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.0, "time": 0.7209664145484567, "total_loss": 1.582737047214323} {"data_time": 0.011195058934390545, "eta_seconds": 92331.20473419782, "iteration": 142799, "loss_fcos_cls": 0.23643960035406053, "loss_fcos_ctr": 0.6208091806620359, "loss_fcos_loc": 0.1859551917295903, "loss_mask": 0.25431607384234667, "loss_maskiou": 0.00515739357797429, "loss_sem_seg": 0.28775215055793524, "lr": 0.01, "mask_rcnn/accuracy": 0.8973808273309324, "mask_rcnn/false_negative": 0.09756750633872599, "mask_rcnn/false_positive": 0.10189617948678609, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 36.25, "time": 0.719880267046392, "total_loss": 1.626642815725063} {"data_time": 0.009601349011063576, "eta_seconds": 92316.68736330699, "iteration": 142819, "loss_fcos_cls": 0.23509175144135952, "loss_fcos_ctr": 0.6180681167170405, "loss_fcos_loc": 0.18641251884400845, "loss_mask": 0.2533223517239094, "loss_maskiou": 0.004964883191860281, "loss_sem_seg": 0.26433102530427277, "lr": 0.01, "mask_rcnn/accuracy": 0.9018262304921969, "mask_rcnn/false_negative": 0.07551372230284817, "mask_rcnn/false_positive": 0.11648988553278317, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.7065882906317711, "total_loss": 1.6104459752987168} {"data_time": 0.009537403471767902, "eta_seconds": 92221.50199258514, "iteration": 142839, "loss_fcos_cls": 0.24834905308671296, "loss_fcos_ctr": 0.6175051564350724, "loss_fcos_loc": 0.18580198584822938, "loss_mask": 0.2611948847770691, "loss_maskiou": 0.005582591751590371, "loss_sem_seg": 0.2745716334320605, "lr": 0.01, "mask_rcnn/accuracy": 0.8828754578754578, "mask_rcnn/false_negative": 0.09423614249252862, "mask_rcnn/false_positive": 0.16002549860934873, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7160552954301238, "total_loss": 1.630364553508116} {"data_time": 0.0094458544626832, "eta_seconds": 92223.2075401377, "iteration": 142859, "loss_fcos_cls": 0.24405694450251758, "loss_fcos_ctr": 0.6193943368270993, "loss_fcos_loc": 0.18895338312722743, "loss_mask": 0.25466650212183595, "loss_maskiou": 0.004621917989425128, "loss_sem_seg": 0.27069256035611033, "lr": 0.01, "mask_rcnn/accuracy": 0.8879056355356321, "mask_rcnn/false_negative": 0.1092486248999278, "mask_rcnn/false_positive": 0.12289434254012105, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7210567640140653, "total_loss": 1.5977216083920212} {"data_time": 0.010257011279463768, "eta_seconds": 92224.67582368944, "iteration": 142879, "loss_fcos_cls": 0.2470981494989246, "loss_fcos_ctr": 0.6227216948755085, "loss_fcos_loc": 0.19540119171142578, "loss_mask": 0.26001385878771544, "loss_maskiou": 0.005159616805030964, "loss_sem_seg": 0.252363113919273, "lr": 0.01, "mask_rcnn/accuracy": 0.8785870459977603, "mask_rcnn/false_negative": 0.1013212102003605, "mask_rcnn/false_positive": 0.13193379257995277, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.75, "time": 0.7257225215435028, "total_loss": 1.571229070847039} {"data_time": 0.009227666072547436, "eta_seconds": 92182.00039924588, "iteration": 142899, "loss_fcos_cls": 0.24089696840383112, "loss_fcos_ctr": 0.6183648398146033, "loss_fcos_loc": 0.18660572217777371, "loss_mask": 0.26504429243505, "loss_maskiou": 0.004691640053351875, "loss_sem_seg": 0.25562977511435747, "lr": 0.01, "mask_rcnn/accuracy": 0.8825607033972125, "mask_rcnn/false_negative": 0.10787993842609485, "mask_rcnn/false_positive": 0.12967690136163101, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.714458298869431, "total_loss": 1.5657918381912168} {"data_time": 0.009999348782002926, "eta_seconds": 92139.42733802181, "iteration": 142919, "loss_fcos_cls": 0.24054011632688344, "loss_fcos_ctr": 0.6207457333803177, "loss_fcos_loc": 0.195295465644449, "loss_mask": 0.23953960370272398, "loss_maskiou": 0.004553436127025634, "loss_sem_seg": 0.2556175566278398, "lr": 0.01, "mask_rcnn/accuracy": 0.8979977180622306, "mask_rcnn/false_negative": 0.08059754150171855, "mask_rcnn/false_positive": 0.1615928420750556, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 35.5, "time": 0.7206376232206821, "total_loss": 1.5789033298642607} {"data_time": 0.009628514759242535, "eta_seconds": 92157.8483590791, "iteration": 142939, "loss_fcos_cls": 0.25680117681622505, "loss_fcos_ctr": 0.6183173004537821, "loss_fcos_loc": 0.1884470370132476, "loss_mask": 0.24502266198396683, "loss_maskiou": 0.004959569007041864, "loss_sem_seg": 0.27615149412304163, "lr": 0.01, "mask_rcnn/accuracy": 0.8843589362436703, "mask_rcnn/false_negative": 0.10115753215962336, "mask_rcnn/false_positive": 0.1370197514388249, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7252542274072766, "total_loss": 1.6152478662697831} {"data_time": 0.00997944176197052, "eta_seconds": 92166.63683669362, "iteration": 142959, "loss_fcos_cls": 0.25745203206315637, "loss_fcos_ctr": 0.6170170083642006, "loss_fcos_loc": 0.18410839326679707, "loss_mask": 0.26965240482240915, "loss_maskiou": 0.005738816907978617, "loss_sem_seg": 0.27776656905189157, "lr": 0.01, "mask_rcnn/accuracy": 0.8876042202203992, "mask_rcnn/false_negative": 0.10809265898839239, "mask_rcnn/false_positive": 0.11044165243650972, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.5, "time": 0.7303661108016968, "total_loss": 1.5910343237592315} {"data_time": 0.010916998609900475, "eta_seconds": 92152.12708994467, "iteration": 142979, "loss_fcos_cls": 0.23830361175350845, "loss_fcos_ctr": 0.6213836199603975, "loss_fcos_loc": 0.1919683952583, "loss_mask": 0.27029470074921846, "loss_maskiou": 0.005299169810314197, "loss_sem_seg": 0.2554275953443721, "lr": 0.01, "mask_rcnn/accuracy": 0.8800839598997494, "mask_rcnn/false_negative": 0.09788028512067691, "mask_rcnn/false_positive": 0.16270625366463984, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.0, "time": 0.7194041572511196, "total_loss": 1.5910590944840806} {"data_time": 0.010238063521683216, "eta_seconds": 92121.65690693818, "iteration": 142999, "loss_fcos_cls": 0.2467954916646704, "loss_fcos_ctr": 0.618363892659545, "loss_fcos_loc": 0.19234555237926543, "loss_mask": 0.2700300673022866, "loss_maskiou": 0.005533255411137361, "loss_sem_seg": 0.25071580801159143, "lr": 0.01, "mask_rcnn/accuracy": 0.8885688729976595, "mask_rcnn/false_negative": 0.08759564394718974, "mask_rcnn/false_positive": 0.14555571193029504, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.0, "time": 0.7350271977484226, "total_loss": 1.578122970291588} {"data_time": 0.010089201852679253, "eta_seconds": 92146.42343686335, "iteration": 143019, "loss_fcos_cls": 0.24476170912384987, "loss_fcos_ctr": 0.6196896228939295, "loss_fcos_loc": 0.19765615975484252, "loss_mask": 0.2766009969636798, "loss_maskiou": 0.005408547331171576, "loss_sem_seg": 0.2478739651851356, "lr": 0.01, "mask_rcnn/accuracy": 0.887325133051873, "mask_rcnn/false_negative": 0.10786028661156742, "mask_rcnn/false_positive": 0.12498935535843486, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7258772309869528, "total_loss": 1.5851297497792984} {"data_time": 0.010184282436966896, "eta_seconds": 92085.31796158571, "iteration": 143039, "loss_fcos_cls": 0.23644788935780525, "loss_fcos_ctr": 0.6191107043996453, "loss_fcos_loc": 0.17874964466318488, "loss_mask": 0.25806976575404406, "loss_maskiou": 0.005309632528224029, "loss_sem_seg": 0.2559772841632366, "lr": 0.01, "mask_rcnn/accuracy": 0.8708775149982971, "mask_rcnn/false_negative": 0.11906699597336148, "mask_rcnn/false_positive": 0.1280521387370227, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.5, "time": 0.7181285237893462, "total_loss": 1.543547806541028} {"data_time": 0.009587781503796577, "eta_seconds": 92108.11668282282, "iteration": 143059, "loss_fcos_cls": 0.24485363252460957, "loss_fcos_ctr": 0.6164735928177834, "loss_fcos_loc": 0.183335991227068, "loss_mask": 0.2660899758338928, "loss_maskiou": 0.00537772608367959, "loss_sem_seg": 0.286943128798157, "lr": 0.01, "mask_rcnn/accuracy": 0.8861631118612858, "mask_rcnn/false_negative": 0.09217269492792782, "mask_rcnn/false_positive": 0.14026817670845299, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7382912365719676, "total_loss": 1.6193079249460425} {"data_time": 0.010492835193872452, "eta_seconds": 92156.7087317761, "iteration": 143079, "loss_fcos_cls": 0.23797306744381785, "loss_fcos_ctr": 0.6203744579106569, "loss_fcos_loc": 0.18903280165977776, "loss_mask": 0.2736798282712698, "loss_maskiou": 0.006129724133643322, "loss_sem_seg": 0.2912937509827316, "lr": 0.01, "mask_rcnn/accuracy": 0.8797997714710883, "mask_rcnn/false_negative": 0.09631093743188997, "mask_rcnn/false_positive": 0.15575735665069365, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.25, "time": 0.7326243733987212, "total_loss": 1.6370591672202863} {"data_time": 0.010921846143901348, "eta_seconds": 92113.44417083543, "iteration": 143099, "loss_fcos_cls": 0.2484285238897428, "loss_fcos_ctr": 0.618494906462729, "loss_fcos_loc": 0.19175218511372805, "loss_mask": 0.26825475972145796, "loss_maskiou": 0.005464276240672916, "loss_sem_seg": 0.26900038635358214, "lr": 0.01, "mask_rcnn/accuracy": 0.8880541871921181, "mask_rcnn/false_negative": 0.08656470974352276, "mask_rcnn/false_positive": 0.12064111643714083, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.75, "time": 0.7215410117059946, "total_loss": 1.587887078851054} {"data_time": 0.010736824944615364, "eta_seconds": 92127.6649301257, "iteration": 143119, "loss_fcos_cls": 0.24354276712983847, "loss_fcos_ctr": 0.6195202935487032, "loss_fcos_loc": 0.1867291524540633, "loss_mask": 0.2632265677675605, "loss_maskiou": 0.00532516334351385, "loss_sem_seg": 0.2664371835999191, "lr": 0.01, "mask_rcnn/accuracy": 0.8924916358394082, "mask_rcnn/false_negative": 0.1003795004842417, "mask_rcnn/false_positive": 0.11501984075282518, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7271233294159174, "total_loss": 1.5871851422489271} {"data_time": 0.010782858356833458, "eta_seconds": 92020.10627373867, "iteration": 143139, "loss_fcos_cls": 0.23667892068624496, "loss_fcos_ctr": 0.6212695045396686, "loss_fcos_loc": 0.19448997057043016, "loss_mask": 0.2649181270971894, "loss_maskiou": 0.005208671587752178, "loss_sem_seg": 0.2717265826649964, "lr": 0.01, "mask_rcnn/accuracy": 0.8836241278212729, "mask_rcnn/false_negative": 0.08916339344418761, "mask_rcnn/false_positive": 0.14263749941847498, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.25, "time": 0.6982357399538159, "total_loss": 1.5955525500321528} {"data_time": 0.009978748857975006, "eta_seconds": 91980.7866846351, "iteration": 143159, "loss_fcos_cls": 0.23541641212068498, "loss_fcos_ctr": 0.6205722112208605, "loss_fcos_loc": 0.19918559538200498, "loss_mask": 0.2655836772173643, "loss_maskiou": 0.005737020772357937, "loss_sem_seg": 0.2584769600071013, "lr": 0.01, "mask_rcnn/accuracy": 0.875827664399093, "mask_rcnn/false_negative": 0.1053654353476462, "mask_rcnn/false_positive": 0.13938380645296944, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 23.5, "time": 0.7216965090483427, "total_loss": 1.5673485018705833} {"data_time": 0.0095349857583642, "eta_seconds": 91983.77540509496, "iteration": 143179, "loss_fcos_cls": 0.24223192629870027, "loss_fcos_ctr": 0.6167718060314655, "loss_fcos_loc": 0.18734006659360602, "loss_mask": 0.2657858864404261, "loss_maskiou": 0.005426690011518076, "loss_sem_seg": 0.294795794878155, "lr": 0.01, "mask_rcnn/accuracy": 0.8890803366115058, "mask_rcnn/false_negative": 0.08716641326964536, "mask_rcnn/false_positive": 0.14855580691881454, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.25, "time": 0.739094004034996, "total_loss": 1.617080178548349} {"data_time": 0.009936272166669369, "eta_seconds": 91916.8013588693, "iteration": 143199, "loss_fcos_cls": 0.24075744347646832, "loss_fcos_ctr": 0.6199191398918629, "loss_fcos_loc": 0.19253247464075685, "loss_mask": 0.27470059134066105, "loss_maskiou": 0.005587800325884018, "loss_sem_seg": 0.26131159672513604, "lr": 0.01, "mask_rcnn/accuracy": 0.8791026833390054, "mask_rcnn/false_negative": 0.0920728100551641, "mask_rcnn/false_positive": 0.13087124533784417, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.25, "time": 0.7193486420437694, "total_loss": 1.6172231083619408} {"data_time": 0.010184586979448795, "eta_seconds": 91921.57157997042, "iteration": 143219, "loss_fcos_cls": 0.2334451882634312, "loss_fcos_ctr": 0.618934681173414, "loss_fcos_loc": 0.1844887198531069, "loss_mask": 0.2562727574259043, "loss_maskiou": 0.005264587503916118, "loss_sem_seg": 0.2494602450169623, "lr": 0.01, "mask_rcnn/accuracy": 0.9019370033605209, "mask_rcnn/false_negative": 0.08849973483016424, "mask_rcnn/false_positive": 0.09617103520681469, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.5, "time": 0.7433900814503431, "total_loss": 1.5783675429192954} {"data_time": 0.010361254215240479, "eta_seconds": 91869.4777713241, "iteration": 143239, "loss_fcos_cls": 0.24512348580174148, "loss_fcos_ctr": 0.6178400022909045, "loss_fcos_loc": 0.18130962876603007, "loss_mask": 0.26203017216175795, "loss_maskiou": 0.005278702883515507, "loss_sem_seg": 0.2596968221478164, "lr": 0.01, "mask_rcnn/accuracy": 0.8942630074007625, "mask_rcnn/false_negative": 0.08467837725734864, "mask_rcnn/false_positive": 0.12281457077450847, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.75, "time": 0.717324610799551, "total_loss": 1.6016125699097756} {"data_time": 0.010608740150928497, "eta_seconds": 91831.27128186263, "iteration": 143259, "loss_fcos_cls": 0.24812177009880543, "loss_fcos_ctr": 0.6219542045146227, "loss_fcos_loc": 0.19797830743482336, "loss_mask": 0.26160063594579697, "loss_maskiou": 0.0051792544618365355, "loss_sem_seg": 0.2601802833378315, "lr": 0.01, "mask_rcnn/accuracy": 0.9003871582320147, "mask_rcnn/false_negative": 0.09179279482618175, "mask_rcnn/false_positive": 0.12438141103039313, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7301885718479753, "total_loss": 1.6135893742903136} {"data_time": 0.009015523828566074, "eta_seconds": 91738.96898943093, "iteration": 143279, "loss_fcos_cls": 0.2394241780275479, "loss_fcos_ctr": 0.6191565049812198, "loss_fcos_loc": 0.1883659294107929, "loss_mask": 0.26860061567276716, "loss_maskiou": 0.005025296257372247, "loss_sem_seg": 0.26937745697796345, "lr": 0.01, "mask_rcnn/accuracy": 0.8798716926123549, "mask_rcnn/false_negative": 0.08410171929961126, "mask_rcnn/false_positive": 0.14329761017507325, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.25, "time": 0.7117318157106638, "total_loss": 1.6071775205236918} {"data_time": 0.010257702320814133, "eta_seconds": 91748.25696934573, "iteration": 143299, "loss_fcos_cls": 0.2340036160312593, "loss_fcos_ctr": 0.6160837151110172, "loss_fcos_loc": 0.18300930655095726, "loss_mask": 0.252485278993845, "loss_maskiou": 0.005226287423283793, "loss_sem_seg": 0.2392355934716761, "lr": 0.01, "mask_rcnn/accuracy": 0.8977810160105232, "mask_rcnn/false_negative": 0.09939584077775149, "mask_rcnn/false_positive": 0.11581804414824516, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.75, "time": 0.72376015689224, "total_loss": 1.5561624447873328} {"data_time": 0.009479722008109093, "eta_seconds": 91733.77432801388, "iteration": 143319, "loss_fcos_cls": 0.24732053303159773, "loss_fcos_ctr": 0.6229075314477086, "loss_fcos_loc": 0.19755185022950172, "loss_mask": 0.27335092425346375, "loss_maskiou": 0.005615936228423379, "loss_sem_seg": 0.2725017946213484, "lr": 0.01, "mask_rcnn/accuracy": 0.861828873991457, "mask_rcnn/false_negative": 0.10874593870940236, "mask_rcnn/false_positive": 0.15001296708398748, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.75, "time": 0.7245505694299936, "total_loss": 1.6327593147834705} {"data_time": 0.009508620947599411, "eta_seconds": 91767.75848188717, "iteration": 143339, "loss_fcos_cls": 0.2450462351553142, "loss_fcos_ctr": 0.6184189626947045, "loss_fcos_loc": 0.1901078016962856, "loss_mask": 0.2589096501469612, "loss_maskiou": 0.005221004992563394, "loss_sem_seg": 0.2704343586228788, "lr": 0.01, "mask_rcnn/accuracy": 0.8840287900874635, "mask_rcnn/false_negative": 0.08820777833530263, "mask_rcnn/false_positive": 0.13704101834128662, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7302201502025127, "total_loss": 1.575648458325304} {"data_time": 0.009949682280421257, "eta_seconds": 91758.81542994268, "iteration": 143359, "loss_fcos_cls": 0.2501173932105303, "loss_fcos_ctr": 0.6197440847754478, "loss_fcos_loc": 0.18651312123984098, "loss_mask": 0.2591822473332286, "loss_maskiou": 0.0052890746082994156, "loss_sem_seg": 0.2802761383354664, "lr": 0.01, "mask_rcnn/accuracy": 0.8876585710814938, "mask_rcnn/false_negative": 0.08701067367807015, "mask_rcnn/false_positive": 0.13808749750664973, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.5, "time": 0.7309439061209559, "total_loss": 1.5938087001195527} {"data_time": 0.011129289865493774, "eta_seconds": 91655.73782352358, "iteration": 143379, "loss_fcos_cls": 0.2450378076173365, "loss_fcos_ctr": 0.6170510426163673, "loss_fcos_loc": 0.1931384356576018, "loss_mask": 0.2716379053890705, "loss_maskiou": 0.005262210885121021, "loss_sem_seg": 0.28796037239953876, "lr": 0.01, "mask_rcnn/accuracy": 0.8776475947521866, "mask_rcnn/false_negative": 0.09871688342973836, "mask_rcnn/false_positive": 0.15694796519251017, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 34.0, "time": 0.714007849805057, "total_loss": 1.633873563245288} {"data_time": 0.009039061143994331, "eta_seconds": 91579.21017846745, "iteration": 143399, "loss_fcos_cls": 0.25221053790301085, "loss_fcos_ctr": 0.6203652741387486, "loss_fcos_loc": 0.1957689553964883, "loss_mask": 0.2660942953079939, "loss_maskiou": 0.005840653488121461, "loss_sem_seg": 0.2832985110580921, "lr": 0.01, "mask_rcnn/accuracy": 0.8899961026077097, "mask_rcnn/false_negative": 0.08375202262335485, "mask_rcnn/false_positive": 0.12085987364188756, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.25, "time": 0.6977946981787682, "total_loss": 1.6126574367281137} {"data_time": 0.009704806841909885, "eta_seconds": 91537.20870599616, "iteration": 143419, "loss_fcos_cls": 0.2323027439415455, "loss_fcos_ctr": 0.6182699855417013, "loss_fcos_loc": 0.1814807541668415, "loss_mask": 0.26184668578207493, "loss_maskiou": 0.005501124636793975, "loss_sem_seg": 0.28377370815724134, "lr": 0.01, "mask_rcnn/accuracy": 0.8866638473086463, "mask_rcnn/false_negative": 0.07953168758978937, "mask_rcnn/false_positive": 0.12766155130393034, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7220224915072322, "total_loss": 1.5722720010380726} {"data_time": 0.009610644541680813, "eta_seconds": 91483.01235542446, "iteration": 143439, "loss_fcos_cls": 0.24223036086186767, "loss_fcos_ctr": 0.6188199296593666, "loss_fcos_loc": 0.18127798533532768, "loss_mask": 0.2661159262061119, "loss_maskiou": 0.005239649428403936, "loss_sem_seg": 0.2798939272761345, "lr": 0.01, "mask_rcnn/accuracy": 0.8897677328050606, "mask_rcnn/false_negative": 0.09158128215645756, "mask_rcnn/false_positive": 0.12631343080049948, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.0, "time": 0.7089757425710559, "total_loss": 1.5758074040313659} {"data_time": 0.009943229146301746, "eta_seconds": 91466.1832789313, "iteration": 143459, "loss_fcos_cls": 0.24130344402510673, "loss_fcos_ctr": 0.6176932086236775, "loss_fcos_loc": 0.18397570890374482, "loss_mask": 0.25582438986748457, "loss_maskiou": 0.005675142674590461, "loss_sem_seg": 0.2632120484486222, "lr": 0.01, "mask_rcnn/accuracy": 0.8837085227553492, "mask_rcnn/false_negative": 0.09157941564235147, "mask_rcnn/false_positive": 0.13318875901659813, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.75, "time": 0.7221793355420232, "total_loss": 1.578723002341576} {"data_time": 0.0113449115306139, "eta_seconds": 91452.25290918909, "iteration": 143479, "loss_fcos_cls": 0.23870401387102902, "loss_fcos_ctr": 0.6181083135306835, "loss_fcos_loc": 0.18162533233407885, "loss_mask": 0.26045755203813314, "loss_maskiou": 0.004828289915167261, "loss_sem_seg": 0.2581446913536638, "lr": 0.01, "mask_rcnn/accuracy": 0.8927306041464205, "mask_rcnn/false_negative": 0.0878855379877963, "mask_rcnn/false_positive": 0.13512831089651275, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.75, "time": 0.7192021142691374, "total_loss": 1.575378016961622} {"data_time": 0.010880927555263042, "eta_seconds": 91437.7964548599, "iteration": 143499, "loss_fcos_cls": 0.2395720104686916, "loss_fcos_ctr": 0.6215948853641748, "loss_fcos_loc": 0.19621579721570015, "loss_mask": 0.2613287870772183, "loss_maskiou": 0.005682485652869218, "loss_sem_seg": 0.2601253758184612, "lr": 0.01, "mask_rcnn/accuracy": 0.8985808828800841, "mask_rcnn/false_negative": 0.06721269038951887, "mask_rcnn/false_positive": 0.13534796098457502, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.75, "time": 0.7321848282590508, "total_loss": 1.5933473982149735} {"data_time": 0.009332542307674885, "eta_seconds": 91444.32793747261, "iteration": 143519, "loss_fcos_cls": 0.24837513687089086, "loss_fcos_ctr": 0.6197861786931753, "loss_fcos_loc": 0.19216842664172873, "loss_mask": 0.2484518215060234, "loss_maskiou": 0.005390584148699418, "loss_sem_seg": 0.28536454029381275, "lr": 0.01, "mask_rcnn/accuracy": 0.9181078019832272, "mask_rcnn/false_negative": 0.08421964515488255, "mask_rcnn/false_positive": 0.12416188782990119, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.75, "time": 0.747759927995503, "total_loss": 1.5701414807263063} {"data_time": 0.009582183323800564, "eta_seconds": 91488.13689032383, "iteration": 143539, "loss_fcos_cls": 0.25137196970172226, "loss_fcos_ctr": 0.6205779854208231, "loss_fcos_loc": 0.19523739349097013, "loss_mask": 0.2526089856401086, "loss_maskiou": 0.0057664728301460855, "loss_sem_seg": 0.2777963844127953, "lr": 0.01, "mask_rcnn/accuracy": 0.8747285769146369, "mask_rcnn/false_negative": 0.09926845461646702, "mask_rcnn/false_positive": 0.15934991433195406, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.743777435272932, "total_loss": 1.622554327652324} {"data_time": 0.010443033650517464, "eta_seconds": 91549.16131964978, "iteration": 143559, "loss_fcos_cls": 0.25094065302982926, "loss_fcos_ctr": 0.6184413433074951, "loss_fcos_loc": 0.18926627631299198, "loss_mask": 0.25372426956892014, "loss_maskiou": 0.005252235685475171, "loss_sem_seg": 0.27213641349226236, "lr": 0.01, "mask_rcnn/accuracy": 0.8860385149621041, "mask_rcnn/false_negative": 0.09904839295417875, "mask_rcnn/false_positive": 0.11321903494087412, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.5, "time": 0.7343336110934615, "total_loss": 1.6122640259200125} {"data_time": 0.0100987134501338, "eta_seconds": 91576.04059340339, "iteration": 143579, "loss_fcos_cls": 0.25392166525125504, "loss_fcos_ctr": 0.6171445064246655, "loss_fcos_loc": 0.19200127327349037, "loss_mask": 0.26511527691036463, "loss_maskiou": 0.005911860163905658, "loss_sem_seg": 0.2654817933216691, "lr": 0.01, "mask_rcnn/accuracy": 0.884639307277935, "mask_rcnn/false_negative": 0.08964215438760507, "mask_rcnn/false_positive": 0.1307403650493189, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.75, "time": 0.714571513235569, "total_loss": 1.6166345045203343} {"data_time": 0.011219811625778675, "eta_seconds": 91561.55312050041, "iteration": 143599, "loss_fcos_cls": 0.24751154333353043, "loss_fcos_ctr": 0.6177416807040572, "loss_fcos_loc": 0.17817496927455068, "loss_mask": 0.26317935064435005, "loss_maskiou": 0.00535249224594736, "loss_sem_seg": 0.27183687849901617, "lr": 0.01, "mask_rcnn/accuracy": 0.8969502115362273, "mask_rcnn/false_negative": 0.08015995540739755, "mask_rcnn/false_positive": 0.12478832445772076, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7042521368712187, "total_loss": 1.5817581818337203} {"data_time": 0.010116377845406532, "eta_seconds": 91563.58681559935, "iteration": 143619, "loss_fcos_cls": 0.24259852315299213, "loss_fcos_ctr": 0.6193682411685586, "loss_fcos_loc": 0.18415364914108068, "loss_mask": 0.26295367907732725, "loss_maskiou": 0.005089235983177787, "loss_sem_seg": 0.2657455657608807, "lr": 0.01, "mask_rcnn/accuracy": 0.8856553851541984, "mask_rcnn/false_negative": 0.10472518914005091, "mask_rcnn/false_positive": 0.12693753358583637, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.75, "time": 0.7245128350332379, "total_loss": 1.5719117895278032} {"data_time": 0.010069354437291622, "eta_seconds": 91491.23760103341, "iteration": 143639, "loss_fcos_cls": 0.2380695128813386, "loss_fcos_ctr": 0.6170932175591588, "loss_fcos_loc": 0.18727408372797072, "loss_mask": 0.2618300626054406, "loss_maskiou": 0.005283441438223235, "loss_sem_seg": 0.2540786743629724, "lr": 0.01, "mask_rcnn/accuracy": 0.8687727510358982, "mask_rcnn/false_negative": 0.10673831942523002, "mask_rcnn/false_positive": 0.13204594815515583, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.0, "time": 0.7390901567414403, "total_loss": 1.5606521192676155} {"data_time": 0.010861312970519066, "eta_seconds": 91545.729087024, "iteration": 143659, "loss_fcos_cls": 0.24236312706489116, "loss_fcos_ctr": 0.6170469839125872, "loss_fcos_loc": 0.19567211484536529, "loss_mask": 0.2648434629663825, "loss_maskiou": 0.00536358947510962, "loss_sem_seg": 0.30273697967641056, "lr": 0.01, "mask_rcnn/accuracy": 0.8814313438977779, "mask_rcnn/false_negative": 0.09670986720817833, "mask_rcnn/false_positive": 0.15085215815966113, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.5, "time": 0.7332253437489271, "total_loss": 1.6358523124749809} {"data_time": 0.01030574832111597, "eta_seconds": 91520.11655338481, "iteration": 143679, "loss_fcos_cls": 0.2551557207480073, "loss_fcos_ctr": 0.6172095374204218, "loss_fcos_loc": 0.18953942245570943, "loss_mask": 0.25574456714093685, "loss_maskiou": 0.005357828034902923, "loss_sem_seg": 0.2707658768631518, "lr": 0.01, "mask_rcnn/accuracy": 0.8894278849413519, "mask_rcnn/false_negative": 0.08948444634502414, "mask_rcnn/false_positive": 0.1425464539958725, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.7269316092133522, "total_loss": 1.5744058570890047} {"data_time": 0.010083322413265705, "eta_seconds": 91505.62646597996, "iteration": 143699, "loss_fcos_cls": 0.2501228619366884, "loss_fcos_ctr": 0.6165814604610205, "loss_fcos_loc": 0.18209617189131677, "loss_mask": 0.258377593010664, "loss_maskiou": 0.005577577532676514, "loss_sem_seg": 0.2865900965407491, "lr": 0.01, "mask_rcnn/accuracy": 0.8906421439543559, "mask_rcnn/false_negative": 0.09498185471836205, "mask_rcnn/false_positive": 0.13110723498774374, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.5, "time": 0.731259310618043, "total_loss": 1.6390351937498053} {"data_time": 0.00956424418836832, "eta_seconds": 91509.17420582473, "iteration": 143719, "loss_fcos_cls": 0.24614654993638396, "loss_fcos_ctr": 0.6207241914235055, "loss_fcos_loc": 0.1905842674896121, "loss_mask": 0.26177100325003266, "loss_maskiou": 0.006322285931673832, "loss_sem_seg": 0.2637879494577646, "lr": 0.01, "mask_rcnn/accuracy": 0.8691618075801749, "mask_rcnn/false_negative": 0.09894778817641064, "mask_rcnn/false_positive": 0.14914501631447957, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.75, "time": 0.7338831089437008, "total_loss": 1.5866760548524326} {"data_time": 0.009491069242358208, "eta_seconds": 91557.46676375438, "iteration": 143739, "loss_fcos_cls": 0.2571464912034571, "loss_fcos_ctr": 0.6169739169999957, "loss_fcos_loc": 0.19160447840113193, "loss_mask": 0.2569636441767216, "loss_maskiou": 0.005979529378237203, "loss_sem_seg": 0.27336376532912254, "lr": 0.01, "mask_rcnn/accuracy": 0.8940589320523531, "mask_rcnn/false_negative": 0.0877401096564964, "mask_rcnn/false_positive": 0.13659622556364293, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7689402857795358, "total_loss": 1.6366449554261635} {"data_time": 0.009217978455126286, "eta_seconds": 91528.88732238207, "iteration": 143759, "loss_fcos_cls": 0.2598232713062316, "loss_fcos_ctr": 0.6216549414675683, "loss_fcos_loc": 0.19114203425124288, "loss_mask": 0.2575649982318282, "loss_maskiou": 0.0053918889752822, "loss_sem_seg": 0.2768186538014561, "lr": 0.01, "mask_rcnn/accuracy": 0.8663100670515924, "mask_rcnn/false_negative": 0.09933326527677316, "mask_rcnn/false_positive": 0.13933134223082672, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.0, "time": 0.7219433942809701, "total_loss": 1.6317196100280853} {"data_time": 0.009160800836980343, "eta_seconds": 91546.91260762326, "iteration": 143779, "loss_fcos_cls": 0.24063734780065715, "loss_fcos_ctr": 0.6182402269914746, "loss_fcos_loc": 0.19045580900274217, "loss_mask": 0.24800269212573767, "loss_maskiou": 0.005453078636492137, "loss_sem_seg": 0.28632919816300273, "lr": 0.01, "mask_rcnn/accuracy": 0.9002865756692288, "mask_rcnn/false_negative": 0.08933833889030822, "mask_rcnn/false_positive": 0.12314273527661661, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 32.25, "time": 0.7328490000218153, "total_loss": 1.5876104529888835} {"data_time": 0.010251649655401707, "eta_seconds": 91588.06036061514, "iteration": 143799, "loss_fcos_cls": 0.24258809792809188, "loss_fcos_ctr": 0.617876261472702, "loss_fcos_loc": 0.19882116664666682, "loss_mask": 0.26640821527689695, "loss_maskiou": 0.005171550088562071, "loss_sem_seg": 0.26326263463124633, "lr": 0.01, "mask_rcnn/accuracy": 0.8820766574509464, "mask_rcnn/false_negative": 0.08065864699607962, "mask_rcnn/false_positive": 0.14693598045571832, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.7338208062574267, "total_loss": 1.5847208019549726} {"data_time": 0.010224935598671436, "eta_seconds": 91631.20668247063, "iteration": 143819, "loss_fcos_cls": 0.24254388292320073, "loss_fcos_ctr": 0.6183180343359709, "loss_fcos_loc": 0.18190105527173728, "loss_mask": 0.2772679077461362, "loss_maskiou": 0.006218148133484647, "loss_sem_seg": 0.25376501912251115, "lr": 0.01, "mask_rcnn/accuracy": 0.8819359068928776, "mask_rcnn/false_negative": 0.10534175316223043, "mask_rcnn/false_positive": 0.14730145272748071, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.736579529941082, "total_loss": 1.5957566364813829} {"data_time": 0.009591002017259598, "eta_seconds": 91679.13316864893, "iteration": 143839, "loss_fcos_cls": 0.24448257125914097, "loss_fcos_ctr": 0.6190804727375507, "loss_fcos_loc": 0.19135635829297826, "loss_mask": 0.2660427652299404, "loss_maskiou": 0.00543592797475867, "loss_sem_seg": 0.25426670676097274, "lr": 0.01, "mask_rcnn/accuracy": 0.8902827925317117, "mask_rcnn/false_negative": 0.08485283575266608, "mask_rcnn/false_positive": 0.1353165528991364, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.5, "time": 0.7145827459171414, "total_loss": 1.586892186121986} {"data_time": 0.010336576960980892, "eta_seconds": 91646.52880119346, "iteration": 143859, "loss_fcos_cls": 0.25040478236041963, "loss_fcos_ctr": 0.6212064903229475, "loss_fcos_loc": 0.19376789219677448, "loss_mask": 0.27054707426577806, "loss_maskiou": 0.0054370495927287266, "loss_sem_seg": 0.27622237568721175, "lr": 0.01, "mask_rcnn/accuracy": 0.888579794061612, "mask_rcnn/false_negative": 0.09608850260979396, "mask_rcnn/false_positive": 0.12117209994268263, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7099177641794086, "total_loss": 1.6100026247731876} {"data_time": 0.009603853337466717, "eta_seconds": 91605.03520357609, "iteration": 143879, "loss_fcos_cls": 0.25232158601284027, "loss_fcos_ctr": 0.6181166935712099, "loss_fcos_loc": 0.19032220338704064, "loss_mask": 0.26611813390627503, "loss_maskiou": 0.0052459609069046564, "loss_sem_seg": 0.28480404056608677, "lr": 0.01, "mask_rcnn/accuracy": 0.8767269082957858, "mask_rcnn/false_negative": 0.09300869470374637, "mask_rcnn/false_positive": 0.15812247523261164, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.0, "time": 0.7258040402084589, "total_loss": 1.6290652455645613} {"data_time": 0.010128266178071499, "eta_seconds": 91647.23488264903, "iteration": 143899, "loss_fcos_cls": 0.24488484259927645, "loss_fcos_ctr": 0.6198413465172052, "loss_fcos_loc": 0.1922757662832737, "loss_mask": 0.2673938702791929, "loss_maskiou": 0.004982791215297766, "loss_sem_seg": 0.2747406121343374, "lr": 0.01, "mask_rcnn/accuracy": 0.8830884926830478, "mask_rcnn/false_negative": 0.09590478823599946, "mask_rcnn/false_positive": 0.1527199617734619, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.5, "time": 0.751504217274487, "total_loss": 1.6113348531252996} {"data_time": 0.01054597832262516, "eta_seconds": 91652.01434703916, "iteration": 143919, "loss_fcos_cls": 0.258129243273288, "loss_fcos_ctr": 0.6198743688873947, "loss_fcos_loc": 0.19974286877550185, "loss_mask": 0.26202694652602077, "loss_maskiou": 0.004994097180315293, "loss_sem_seg": 0.2830487275496125, "lr": 0.01, "mask_rcnn/accuracy": 0.8660773446669948, "mask_rcnn/false_negative": 0.1000899507504712, "mask_rcnn/false_positive": 0.1464440988765033, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.5, "time": 0.7259974144399166, "total_loss": 1.6308493684337009} {"data_time": 0.010635996237397194, "eta_seconds": 91618.1638253592, "iteration": 143939, "loss_fcos_cls": 0.25409520510584116, "loss_fcos_ctr": 0.6154285008087754, "loss_fcos_loc": 0.18479255202692002, "loss_mask": 0.25951602030545473, "loss_maskiou": 0.005686358905222733, "loss_sem_seg": 0.26785837952047586, "lr": 0.01, "mask_rcnn/accuracy": 0.8777299709219353, "mask_rcnn/false_negative": 0.1006515943506883, "mask_rcnn/false_positive": 0.1580277573339065, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.25, "time": 0.7120358301326632, "total_loss": 1.5997675275575602} {"data_time": 0.009576357901096344, "eta_seconds": 91591.93113331124, "iteration": 143959, "loss_fcos_cls": 0.24966793088242412, "loss_fcos_ctr": 0.6192891849204898, "loss_fcos_loc": 0.1866511885309592, "loss_mask": 0.26775655895471573, "loss_maskiou": 0.005496308374858927, "loss_sem_seg": 0.2504082294180989, "lr": 0.01, "mask_rcnn/accuracy": 0.8782223350020759, "mask_rcnn/false_negative": 0.0970023877661352, "mask_rcnn/false_positive": 0.1274400257481405, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.729012118652463, "total_loss": 1.5828482228680514} {"data_time": 0.008934258483350277, "eta_seconds": 91532.40254509449, "iteration": 143979, "loss_fcos_cls": 0.24194969405652955, "loss_fcos_ctr": 0.6223131725564599, "loss_fcos_loc": 0.1845830986276269, "loss_mask": 0.2643092107027769, "loss_maskiou": 0.004972789727617055, "loss_sem_seg": 0.2615376766771078, "lr": 0.01, "mask_rcnn/accuracy": 0.8843824468959284, "mask_rcnn/false_negative": 0.1077752036161822, "mask_rcnn/false_positive": 0.13669730752572257, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.0, "time": 0.7042417945340276, "total_loss": 1.6212225344133913} {"data_time": 0.010034308768808842, "eta_seconds": 91544.81314940564, "iteration": 143999, "loss_fcos_cls": 0.24102169158868492, "loss_fcos_ctr": 0.6222201148048043, "loss_fcos_loc": 0.1944154555676505, "loss_mask": 0.2531399498693645, "loss_maskiou": 0.005423578255431494, "loss_sem_seg": 0.22553169494494796, "lr": 0.01, "mask_rcnn/accuracy": 0.8965720663265306, "mask_rcnn/false_negative": 0.07462515762739458, "mask_rcnn/false_positive": 0.14431121861216606, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.75, "time": 0.7507613943889737, "total_loss": 1.528246991270862} {"data_time": 0.009466180577874184, "eta_seconds": 91548.3301156424, "iteration": 144019, "loss_fcos_cls": 0.2314746230840683, "loss_fcos_ctr": 0.6168958581984043, "loss_fcos_loc": 0.181467370595783, "loss_mask": 0.2578045050613582, "loss_maskiou": 0.005130002406076528, "loss_sem_seg": 0.2691624481230974, "lr": 0.01, "mask_rcnn/accuracy": 0.8994707321187585, "mask_rcnn/false_negative": 0.09230149677889063, "mask_rcnn/false_positive": 0.14808652506601835, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.25, "time": 0.7316533392295241, "total_loss": 1.5722191970126005} {"data_time": 0.009600503370165825, "eta_seconds": 91557.94160566013, "iteration": 144039, "loss_fcos_cls": 0.2554404563270509, "loss_fcos_ctr": 0.6207093512639403, "loss_fcos_loc": 0.19694771245121956, "loss_mask": 0.2737370813265443, "loss_maskiou": 0.0057125537750835065, "loss_sem_seg": 0.2941444325260818, "lr": 0.01, "mask_rcnn/accuracy": 0.8816592777887855, "mask_rcnn/false_negative": 0.09189449377982767, "mask_rcnn/false_positive": 0.12930528210728992, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.75, "time": 0.7447796231135726, "total_loss": 1.64215015416994} {"data_time": 0.009647184051573277, "eta_seconds": 91474.29641830921, "iteration": 144059, "loss_fcos_cls": 0.2567312138271518, "loss_fcos_ctr": 0.6197908697649837, "loss_fcos_loc": 0.19844976399326697, "loss_mask": 0.27212424762547016, "loss_maskiou": 0.005464336281875148, "loss_sem_seg": 0.28652146994136274, "lr": 0.01, "mask_rcnn/accuracy": 0.8505255504243568, "mask_rcnn/false_negative": 0.12379705432695032, "mask_rcnn/false_positive": 0.17698397455876738, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.25, "time": 0.704982097260654, "total_loss": 1.6247023879404878} {"data_time": 0.009686969220638275, "eta_seconds": 91486.6899198126, "iteration": 144079, "loss_fcos_cls": 0.24828375352080911, "loss_fcos_ctr": 0.6176499929279089, "loss_fcos_loc": 0.19507459609303623, "loss_mask": 0.2743599000386894, "loss_maskiou": 0.006194615110871382, "loss_sem_seg": 0.27742117270827293, "lr": 0.01, "mask_rcnn/accuracy": 0.8736041757128383, "mask_rcnn/false_negative": 0.1008761882801999, "mask_rcnn/false_positive": 0.15032769574952531, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.75, "time": 0.7415196355432272, "total_loss": 1.6007753951344057} {"data_time": 0.009958944283425808, "eta_seconds": 91472.15911241435, "iteration": 144099, "loss_fcos_cls": 0.2562576779164374, "loss_fcos_ctr": 0.6206605206243694, "loss_fcos_loc": 0.19801048052613623, "loss_mask": 0.27051657484844327, "loss_maskiou": 0.006020353612257168, "loss_sem_seg": 0.27159589994698763, "lr": 0.01, "mask_rcnn/accuracy": 0.8789378846776805, "mask_rcnn/false_negative": 0.07930915466305236, "mask_rcnn/false_positive": 0.1423627930519914, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7021983368322253, "total_loss": 1.624549760030277} {"data_time": 0.01068004872649908, "eta_seconds": 91487.34406755492, "iteration": 144119, "loss_fcos_cls": 0.24241889314725995, "loss_fcos_ctr": 0.6176286218687892, "loss_fcos_loc": 0.1825115024112165, "loss_mask": 0.26602286845445633, "loss_maskiou": 0.005276033538393676, "loss_sem_seg": 0.2881520655937493, "lr": 0.01, "mask_rcnn/accuracy": 0.8993495917857398, "mask_rcnn/false_negative": 0.0915207400992818, "mask_rcnn/false_positive": 0.10153436488186716, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.75, "time": 0.728279197588563, "total_loss": 1.6168058427865617} {"data_time": 0.009327670559287071, "eta_seconds": 91498.02945850044, "iteration": 144139, "loss_fcos_cls": 0.23935687192715704, "loss_fcos_ctr": 0.6207120884209871, "loss_fcos_loc": 0.19557588535826653, "loss_mask": 0.273498541675508, "loss_maskiou": 0.005391327416873537, "loss_sem_seg": 0.2643183418549597, "lr": 0.01, "mask_rcnn/accuracy": 0.8717193912871483, "mask_rcnn/false_negative": 0.10342426996230988, "mask_rcnn/false_positive": 0.14227717985279237, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.75, "time": 0.7303703622892499, "total_loss": 1.5967041050025728} {"data_time": 0.009794692508876324, "eta_seconds": 91477.55123647302, "iteration": 144159, "loss_fcos_cls": 0.24537261144723743, "loss_fcos_ctr": 0.6196726383641362, "loss_fcos_loc": 0.18801297346362844, "loss_mask": 0.27898979815654457, "loss_maskiou": 0.0058185948291793466, "loss_sem_seg": 0.28331001987680793, "lr": 0.01, "mask_rcnn/accuracy": 0.8915907434402333, "mask_rcnn/false_negative": 0.09590277702294772, "mask_rcnn/false_positive": 0.10466749750780249, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.75, "time": 0.7158125629648566, "total_loss": 1.6462012733682059} {"data_time": 0.01056281104683876, "eta_seconds": 91463.01264392585, "iteration": 144179, "loss_fcos_cls": 0.2597281443886459, "loss_fcos_ctr": 0.6207209508866072, "loss_fcos_loc": 0.19525935512501746, "loss_mask": 0.2737760259769857, "loss_maskiou": 0.00539067971840268, "loss_sem_seg": 0.27963029098464176, "lr": 0.01, "mask_rcnn/accuracy": 0.8766405232305687, "mask_rcnn/false_negative": 0.10681176709853062, "mask_rcnn/false_positive": 0.18922036285449056, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 41.25, "time": 0.7461995370686054, "total_loss": 1.6455817112873774} {"data_time": 0.011082712560892105, "eta_seconds": 91471.03369617462, "iteration": 144199, "loss_fcos_cls": 0.24416098138317466, "loss_fcos_ctr": 0.6192236682400107, "loss_fcos_loc": 0.1887742712860927, "loss_mask": 0.2764639174565673, "loss_maskiou": 0.005933180655119941, "loss_sem_seg": 0.27588826697319746, "lr": 0.01, "mask_rcnn/accuracy": 0.8774280434825463, "mask_rcnn/false_negative": 0.09953291513914354, "mask_rcnn/false_positive": 0.13842529154844385, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7488813046365976, "total_loss": 1.6436762022713083} {"data_time": 0.009598123840987682, "eta_seconds": 91439.87131295353, "iteration": 144219, "loss_fcos_cls": 0.26201673969626427, "loss_fcos_ctr": 0.6179182967171073, "loss_fcos_loc": 0.19543589488603175, "loss_mask": 0.2733032861724496, "loss_maskiou": 0.005703313843696378, "loss_sem_seg": 0.27099910099059343, "lr": 0.01, "mask_rcnn/accuracy": 0.8702767045545634, "mask_rcnn/false_negative": 0.09076177218128678, "mask_rcnn/false_positive": 0.1558295303125638, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.7315472150221467, "total_loss": 1.6161725524143549} {"data_time": 0.01026900950819254, "eta_seconds": 91464.29660828412, "iteration": 144239, "loss_fcos_cls": 0.25873938575387, "loss_fcos_ctr": 0.6168244276195765, "loss_fcos_loc": 0.19622728019021451, "loss_mask": 0.2717166570946574, "loss_maskiou": 0.005068784419563599, "loss_sem_seg": 0.2576077561825514, "lr": 0.01, "mask_rcnn/accuracy": 0.8780041830396754, "mask_rcnn/false_negative": 0.09262956751178089, "mask_rcnn/false_positive": 0.15544138109673777, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.7333527375012636, "total_loss": 1.6244338899559807} {"data_time": 0.009645340964198112, "eta_seconds": 91475.76303640567, "iteration": 144259, "loss_fcos_cls": 0.2504474080633372, "loss_fcos_ctr": 0.6164303040131927, "loss_fcos_loc": 0.18762422259896994, "loss_mask": 0.25220834743231535, "loss_maskiou": 0.005583691687206738, "loss_sem_seg": 0.2890411242842674, "lr": 0.01, "mask_rcnn/accuracy": 0.8985969387755102, "mask_rcnn/false_negative": 0.08059338812671954, "mask_rcnn/false_positive": 0.11457513307707701, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.25, "time": 0.7339402372017503, "total_loss": 1.6447188854435808} {"data_time": 0.010156032629311085, "eta_seconds": 91509.71625800338, "iteration": 144279, "loss_fcos_cls": 0.23641164600849152, "loss_fcos_ctr": 0.6170391431078315, "loss_fcos_loc": 0.19016043737065047, "loss_mask": 0.2642728993669152, "loss_maskiou": 0.006526524906803388, "loss_sem_seg": 0.29312026174739003, "lr": 0.01, "mask_rcnn/accuracy": 0.87456224645557, "mask_rcnn/false_negative": 0.10413965729003188, "mask_rcnn/false_positive": 0.1575687828895876, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.0, "time": 0.7268341882154346, "total_loss": 1.6131293834769167} {"data_time": 0.010355412028729916, "eta_seconds": 91495.1586715607, "iteration": 144299, "loss_fcos_cls": 0.24798412970267236, "loss_fcos_ctr": 0.6212202291935682, "loss_fcos_loc": 0.19650013209320605, "loss_mask": 0.27495951764285564, "loss_maskiou": 0.00578747611871222, "loss_sem_seg": 0.2766713057644665, "lr": 0.01, "mask_rcnn/accuracy": 0.882435436343516, "mask_rcnn/false_negative": 0.11344427295631875, "mask_rcnn/false_positive": 0.13064732828050962, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7195463357493281, "total_loss": 1.6177214379677025} {"data_time": 0.010347487404942513, "eta_seconds": 91525.57093794085, "iteration": 144319, "loss_fcos_cls": 0.24734779493883252, "loss_fcos_ctr": 0.621468503959477, "loss_fcos_loc": 0.18734697403851897, "loss_mask": 0.26523644756525755, "loss_maskiou": 0.005082063682493754, "loss_sem_seg": 0.2827260559424758, "lr": 0.01, "mask_rcnn/accuracy": 0.8913221256971258, "mask_rcnn/false_negative": 0.09339055015147399, "mask_rcnn/false_positive": 0.12825828820827004, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.736474103294313, "total_loss": 1.60145871631903} {"data_time": 0.009775345213711262, "eta_seconds": 91491.00876988191, "iteration": 144339, "loss_fcos_cls": 0.23073393059894443, "loss_fcos_ctr": 0.6181920981034636, "loss_fcos_loc": 0.18723078537732363, "loss_mask": 0.264666766859591, "loss_maskiou": 0.006046767593943514, "loss_sem_seg": 0.30468627996742725, "lr": 0.01, "mask_rcnn/accuracy": 0.8841342431281456, "mask_rcnn/false_negative": 0.0985194631071648, "mask_rcnn/false_positive": 0.1453401372596662, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 24.25, "time": 0.7210572622716427, "total_loss": 1.6023776508809533} {"data_time": 0.009337776340544224, "eta_seconds": 91422.76325408742, "iteration": 144359, "loss_fcos_cls": 0.24363659659866244, "loss_fcos_ctr": 0.619047125801444, "loss_fcos_loc": 0.1903558963094838, "loss_mask": 0.26574205979704857, "loss_maskiou": 0.005727263152948581, "loss_sem_seg": 0.2725124345161021, "lr": 0.01, "mask_rcnn/accuracy": 0.8671626984126983, "mask_rcnn/false_negative": 0.09477786408313787, "mask_rcnn/false_positive": 0.16792967806948084, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.25, "time": 0.703367649577558, "total_loss": 1.6044337549756165} {"data_time": 0.009844827465713024, "eta_seconds": 91408.21023982391, "iteration": 144379, "loss_fcos_cls": 0.2449217289686203, "loss_fcos_ctr": 0.619421367533505, "loss_fcos_loc": 0.18858176679350436, "loss_mask": 0.27006472926586866, "loss_maskiou": 0.005472464043123182, "loss_sem_seg": 0.2626257399097085, "lr": 0.01, "mask_rcnn/accuracy": 0.8769834827870542, "mask_rcnn/false_negative": 0.10806590132223937, "mask_rcnn/false_positive": 0.1473801875160577, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.25, "time": 0.7211369071155787, "total_loss": 1.5926512571895728} {"data_time": 0.010245571844279766, "eta_seconds": 91447.32409025822, "iteration": 144399, "loss_fcos_cls": 0.261849106522277, "loss_fcos_ctr": 0.6181742530316114, "loss_fcos_loc": 0.1917504898738116, "loss_mask": 0.26645022816956043, "loss_maskiou": 0.0053134046465856954, "loss_sem_seg": 0.2728651096113026, "lr": 0.01, "mask_rcnn/accuracy": 0.8835308316875137, "mask_rcnn/false_negative": 0.09930053416813056, "mask_rcnn/false_positive": 0.12798034339892594, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.7483756225556135, "total_loss": 1.6185185481372173} {"data_time": 0.009624009020626545, "eta_seconds": 91420.5395318605, "iteration": 144419, "loss_fcos_cls": 0.2501530284062028, "loss_fcos_ctr": 0.61966204456985, "loss_fcos_loc": 0.1958817287813872, "loss_mask": 0.2702949158847332, "loss_maskiou": 0.005740242209867574, "loss_sem_seg": 0.2871379251591861, "lr": 0.01, "mask_rcnn/accuracy": 0.8998044781400576, "mask_rcnn/false_negative": 0.09453869136061005, "mask_rcnn/false_positive": 0.11887959586360597, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.25, "time": 0.7244300497695804, "total_loss": 1.643270947781275} {"data_time": 0.010121701285243034, "eta_seconds": 91441.59437615704, "iteration": 144439, "loss_fcos_cls": 0.2347167496336624, "loss_fcos_ctr": 0.6182492077350616, "loss_fcos_loc": 0.17954500764608383, "loss_mask": 0.2539027389138937, "loss_maskiou": 0.004889657968305983, "loss_sem_seg": 0.2373431595042348, "lr": 0.01, "mask_rcnn/accuracy": 0.8741592364794019, "mask_rcnn/false_negative": 0.0934398931086888, "mask_rcnn/false_positive": 0.16987647406651313, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.75, "time": 0.7291845232248306, "total_loss": 1.5545193543366622} {"data_time": 0.010157035663723946, "eta_seconds": 91440.74511141982, "iteration": 144459, "loss_fcos_cls": 0.2597891871118918, "loss_fcos_ctr": 0.6184386257082224, "loss_fcos_loc": 0.1939441230497323, "loss_mask": 0.26365224551409483, "loss_maskiou": 0.005309505693730898, "loss_sem_seg": 0.2963295462541282, "lr": 0.01, "mask_rcnn/accuracy": 0.8960212496246719, "mask_rcnn/false_negative": 0.09145069701902106, "mask_rcnn/false_positive": 0.09579978097197739, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.5, "time": 0.7238854840397835, "total_loss": 1.6644497816305375} {"data_time": 0.010745109058916569, "eta_seconds": 91448.97488229815, "iteration": 144479, "loss_fcos_cls": 0.2475633699214086, "loss_fcos_ctr": 0.6176122324541211, "loss_fcos_loc": 0.18986523803323507, "loss_mask": 0.26743245776742697, "loss_maskiou": 0.0050183321291115135, "loss_sem_seg": 0.29182719020172954, "lr": 0.01, "mask_rcnn/accuracy": 0.8722619191526259, "mask_rcnn/false_negative": 0.1082894619950569, "mask_rcnn/false_positive": 0.12360587519542637, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.0, "time": 0.7452932363376021, "total_loss": 1.6377388047403656} {"data_time": 0.009618961252272129, "eta_seconds": 91411.6101690149, "iteration": 144499, "loss_fcos_cls": 0.241312782978639, "loss_fcos_ctr": 0.6183922756463289, "loss_fcos_loc": 0.18625639262609184, "loss_mask": 0.2655484490096569, "loss_maskiou": 0.006157619507575873, "loss_sem_seg": 0.25108840479515493, "lr": 0.01, "mask_rcnn/accuracy": 0.8872865818096988, "mask_rcnn/false_negative": 0.09106788886325815, "mask_rcnn/false_positive": 0.14096219079543362, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.5, "time": 0.7159092016518116, "total_loss": 1.5882995586289326} {"data_time": 0.009834961965680122, "eta_seconds": 91359.95473101083, "iteration": 144519, "loss_fcos_cls": 0.25650009186938405, "loss_fcos_ctr": 0.6199168050661683, "loss_fcos_loc": 0.19952435605227947, "loss_mask": 0.265645076520741, "loss_maskiou": 0.006134648123406805, "loss_sem_seg": 0.26977552520111203, "lr": 0.01, "mask_rcnn/accuracy": 0.871884596449916, "mask_rcnn/false_negative": 0.10751570651376269, "mask_rcnn/false_positive": 0.14279460581168124, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 40.25, "time": 0.731508394703269, "total_loss": 1.6376072596285667} {"data_time": 0.01006903126835823, "eta_seconds": 91282.46390808467, "iteration": 144539, "loss_fcos_cls": 0.23127841704990715, "loss_fcos_ctr": 0.6187420072965324, "loss_fcos_loc": 0.1848164678667672, "loss_mask": 0.2609121548011899, "loss_maskiou": 0.006288710254011676, "loss_sem_seg": 0.2898655468598008, "lr": 0.01, "mask_rcnn/accuracy": 0.8822148451936107, "mask_rcnn/false_negative": 0.09909288624192528, "mask_rcnn/false_positive": 0.1305335172944922, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7080629104748368, "total_loss": 1.6311239914575708} {"data_time": 0.00947655737400055, "eta_seconds": 91185.16590115894, "iteration": 144559, "loss_fcos_cls": 0.23863904061727226, "loss_fcos_ctr": 0.6182934446260333, "loss_fcos_loc": 0.1851372077362612, "loss_mask": 0.26736269891262054, "loss_maskiou": 0.005199507635552436, "loss_sem_seg": 0.26847469713538885, "lr": 0.01, "mask_rcnn/accuracy": 0.8982704277510463, "mask_rcnn/false_negative": 0.08174325493584703, "mask_rcnn/false_positive": 0.1228818850000826, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 34.0, "time": 0.7097162194550037, "total_loss": 1.5618472876376472} {"data_time": 0.009719747118651867, "eta_seconds": 91153.46914157085, "iteration": 144579, "loss_fcos_cls": 0.24829329759813845, "loss_fcos_ctr": 0.6191282123327255, "loss_fcos_loc": 0.18427865533158183, "loss_mask": 0.26552936900407076, "loss_maskiou": 0.0053132175307837315, "loss_sem_seg": 0.26891829422675073, "lr": 0.01, "mask_rcnn/accuracy": 0.888765440386681, "mask_rcnn/false_negative": 0.09339310941792425, "mask_rcnn/false_positive": 0.13393091125353396, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7124442821368575, "total_loss": 1.5959591050705058} {"data_time": 0.010406375862658024, "eta_seconds": 91138.93354240619, "iteration": 144599, "loss_fcos_cls": 0.23989478731527925, "loss_fcos_ctr": 0.6180727267637849, "loss_fcos_loc": 0.18796467478387058, "loss_mask": 0.2554877083748579, "loss_maskiou": 0.005448854193673469, "loss_sem_seg": 0.2573177069425583, "lr": 0.01, "mask_rcnn/accuracy": 0.90095320386219, "mask_rcnn/false_negative": 0.06995446921245255, "mask_rcnn/false_positive": 0.14014669727007426, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.75, "time": 0.7239370113238692, "total_loss": 1.5734013713517925} {"data_time": 0.010482992976903915, "eta_seconds": 91195.47266746871, "iteration": 144619, "loss_fcos_cls": 0.25627711310517043, "loss_fcos_ctr": 0.6158057097345591, "loss_fcos_loc": 0.18523671943694353, "loss_mask": 0.2565298667177558, "loss_maskiou": 0.0048174335024668835, "loss_sem_seg": 0.2805038634687662, "lr": 0.01, "mask_rcnn/accuracy": 0.8862382452981192, "mask_rcnn/false_negative": 0.08961644404936958, "mask_rcnn/false_positive": 0.11315869986277152, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.5, "time": 0.7486397083848715, "total_loss": 1.6085503126814729} {"data_time": 0.009857352823019028, "eta_seconds": 91173.3819475919, "iteration": 144639, "loss_fcos_cls": 0.2540115381125361, "loss_fcos_ctr": 0.6201897147111595, "loss_fcos_loc": 0.19961150689050555, "loss_mask": 0.26784125063568354, "loss_maskiou": 0.005254761126707308, "loss_sem_seg": 0.2684540254995227, "lr": 0.01, "mask_rcnn/accuracy": 0.9034873926096261, "mask_rcnn/false_negative": 0.07532492027348883, "mask_rcnn/false_positive": 0.1304807350545614, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7284126933664083, "total_loss": 1.6278715361404466} {"data_time": 0.010310704819858074, "eta_seconds": 91112.47422467265, "iteration": 144659, "loss_fcos_cls": 0.24748042225837708, "loss_fcos_ctr": 0.620882561430335, "loss_fcos_loc": 0.18923549726605415, "loss_mask": 0.26220993511378765, "loss_maskiou": 0.005400776368333027, "loss_sem_seg": 0.2817404018715024, "lr": 0.01, "mask_rcnn/accuracy": 0.8974079727519424, "mask_rcnn/false_negative": 0.09948115052971762, "mask_rcnn/false_positive": 0.1214869663157292, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.7192096766084433, "total_loss": 1.6195170197370317} {"data_time": 0.009859409183263779, "eta_seconds": 91162.21931165922, "iteration": 144679, "loss_fcos_cls": 0.2538576629012823, "loss_fcos_ctr": 0.6224028328433633, "loss_fcos_loc": 0.19462945929262787, "loss_mask": 0.26210298109799623, "loss_maskiou": 0.005300447592162527, "loss_sem_seg": 0.26004405692219734, "lr": 0.01, "mask_rcnn/accuracy": 0.8864322906266224, "mask_rcnn/false_negative": 0.10609731971112665, "mask_rcnn/false_positive": 0.1274504743505993, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.7502743722870946, "total_loss": 1.5951940568411374} {"data_time": 0.011656011454761028, "eta_seconds": 91113.18796967715, "iteration": 144699, "loss_fcos_cls": 0.24973334919195622, "loss_fcos_ctr": 0.6195071525871754, "loss_fcos_loc": 0.18889089266303927, "loss_mask": 0.25859451573342085, "loss_maskiou": 0.00529650402313564, "loss_sem_seg": 0.3078832570463419, "lr": 0.01, "mask_rcnn/accuracy": 0.8857169561174223, "mask_rcnn/false_negative": 0.10671041087332683, "mask_rcnn/false_positive": 0.1310722988778555, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.0, "time": 0.7164820078760386, "total_loss": 1.6135400962775748} {"data_time": 0.010280633345246315, "eta_seconds": 90958.40493100323, "iteration": 144719, "loss_fcos_cls": 0.24845748883672059, "loss_fcos_ctr": 0.6205719523131847, "loss_fcos_loc": 0.19426904525607824, "loss_mask": 0.2494833478704095, "loss_maskiou": 0.0049917279538931325, "loss_sem_seg": 0.250457595102489, "lr": 0.01, "mask_rcnn/accuracy": 0.8906789164941339, "mask_rcnn/false_negative": 0.09982448558206107, "mask_rcnn/false_positive": 0.14760471926200996, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.6989467991515994, "total_loss": 1.5652780170494225} {"data_time": 0.010039172135293484, "eta_seconds": 90865.81432961673, "iteration": 144739, "loss_fcos_cls": 0.2548784143291414, "loss_fcos_ctr": 0.6215541958808899, "loss_fcos_loc": 0.2021383587270975, "loss_mask": 0.2793134832754731, "loss_maskiou": 0.005530440936126979, "loss_sem_seg": 0.2705093987751752, "lr": 0.01, "mask_rcnn/accuracy": 0.8757496224014081, "mask_rcnn/false_negative": 0.10075707028974495, "mask_rcnn/false_positive": 0.13953630981006326, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 39.5, "time": 0.737104769796133, "total_loss": 1.6140758289111545} {"data_time": 0.010121830739080906, "eta_seconds": 90774.45436385181, "iteration": 144759, "loss_fcos_cls": 0.2256782385520637, "loss_fcos_ctr": 0.6189119294285774, "loss_fcos_loc": 0.1808072777930647, "loss_mask": 0.2569308755919337, "loss_maskiou": 0.00510449253488332, "loss_sem_seg": 0.2948788986541331, "lr": 0.01, "mask_rcnn/accuracy": 0.8873857641648208, "mask_rcnn/false_negative": 0.10525225654515638, "mask_rcnn/false_positive": 0.10975316452414165, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7106784712523222, "total_loss": 1.5539794299693312} {"data_time": 0.010208385065197945, "eta_seconds": 90738.46768817771, "iteration": 144779, "loss_fcos_cls": 0.25162453716620803, "loss_fcos_ctr": 0.6192405559122562, "loss_fcos_loc": 0.19223631592467427, "loss_mask": 0.26188850589096546, "loss_maskiou": 0.005463060282636434, "loss_sem_seg": 0.2629106054082513, "lr": 0.01, "mask_rcnn/accuracy": 0.8796865752208509, "mask_rcnn/false_negative": 0.09877768548741989, "mask_rcnn/false_positive": 0.1542297401066447, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7529066745191813, "total_loss": 1.6107400814216817} {"data_time": 0.010770406574010849, "eta_seconds": 90713.11211579107, "iteration": 144799, "loss_fcos_cls": 0.2756042287219316, "loss_fcos_ctr": 0.6197126023471355, "loss_fcos_loc": 0.19785818620584905, "loss_mask": 0.26759674958884716, "loss_maskiou": 0.006267570046475157, "loss_sem_seg": 0.2975122652715072, "lr": 0.01, "mask_rcnn/accuracy": 0.8739864249271138, "mask_rcnn/false_negative": 0.11508916528972996, "mask_rcnn/false_positive": 0.11703757138205795, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.7291149441152811, "total_loss": 1.6290041683314485} {"data_time": 0.010259594768285751, "eta_seconds": 90674.26612809207, "iteration": 144819, "loss_fcos_cls": 0.23974557919427752, "loss_fcos_ctr": 0.6195874260738492, "loss_fcos_loc": 0.18807060620747507, "loss_mask": 0.2598367314785719, "loss_maskiou": 0.005128374046762474, "loss_sem_seg": 0.27400725800544024, "lr": 0.01, "mask_rcnn/accuracy": 0.8938331014223871, "mask_rcnn/false_negative": 0.08560989599351031, "mask_rcnn/false_positive": 0.12511538915191475, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 25.25, "time": 0.7166705373674631, "total_loss": 1.6041965907352278} {"data_time": 0.00946348812431097, "eta_seconds": 90667.07061299216, "iteration": 144839, "loss_fcos_cls": 0.23835373460315168, "loss_fcos_ctr": 0.6208023745566607, "loss_fcos_loc": 0.18880223424639553, "loss_mask": 0.24796464992687106, "loss_maskiou": 0.005136617859534454, "loss_sem_seg": 0.27805861248634756, "lr": 0.01, "mask_rcnn/accuracy": 0.9019603031085852, "mask_rcnn/false_negative": 0.08290863865831927, "mask_rcnn/false_positive": 0.11125951158214409, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.7252912372350693, "total_loss": 1.5990283571882173} {"data_time": 0.010803401470184326, "eta_seconds": 90662.41674766969, "iteration": 144859, "loss_fcos_cls": 0.25210218224674463, "loss_fcos_ctr": 0.6177154127508402, "loss_fcos_loc": 0.19272044848185033, "loss_mask": 0.2609951635822654, "loss_maskiou": 0.005177796898351517, "loss_sem_seg": 0.2837922447361052, "lr": 0.01, "mask_rcnn/accuracy": 0.8752838499328479, "mask_rcnn/false_negative": 0.1108805422554699, "mask_rcnn/false_positive": 0.13820195273782093, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.0, "time": 0.7153458585962653, "total_loss": 1.6281976724530978} {"data_time": 0.00925655197352171, "eta_seconds": 90624.8234459795, "iteration": 144879, "loss_fcos_cls": 0.24989538884256035, "loss_fcos_ctr": 0.6184082282707095, "loss_fcos_loc": 0.1898602806031704, "loss_mask": 0.24539953283965588, "loss_maskiou": 0.005397380096837878, "loss_sem_seg": 0.2785478141158819, "lr": 0.01, "mask_rcnn/accuracy": 0.8929763322810436, "mask_rcnn/false_negative": 0.09591990439370218, "mask_rcnn/false_positive": 0.11506330840517745, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.25, "time": 0.7031094245612621, "total_loss": 1.5715120460736216} {"data_time": 0.009995530359447002, "eta_seconds": 90593.62003095262, "iteration": 144899, "loss_fcos_cls": 0.2388286127243191, "loss_fcos_ctr": 0.6177964117377996, "loss_fcos_loc": 0.18763350415974855, "loss_mask": 0.2514029387384653, "loss_maskiou": 0.004748247680254281, "loss_sem_seg": 0.29033915931358933, "lr": 0.01, "mask_rcnn/accuracy": 0.8991003219469607, "mask_rcnn/false_negative": 0.0836640570200508, "mask_rcnn/false_positive": 0.12106249877933806, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.5, "time": 0.7239195629954338, "total_loss": 1.5710671720808023} {"data_time": 0.00981990247964859, "eta_seconds": 90591.0049492484, "iteration": 144919, "loss_fcos_cls": 0.2549803373403847, "loss_fcos_ctr": 0.6188303362578154, "loss_fcos_loc": 0.19090062309987843, "loss_mask": 0.26775258034467697, "loss_maskiou": 0.0049186200922122225, "loss_sem_seg": 0.26960572926327586, "lr": 0.01, "mask_rcnn/accuracy": 0.9161848619756783, "mask_rcnn/false_negative": 0.06234010639061932, "mask_rcnn/false_positive": 0.12174873972051845, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.0, "time": 0.7305630501359701, "total_loss": 1.5935288662585663} {"data_time": 0.010487828403711319, "eta_seconds": 90598.54675160442, "iteration": 144939, "loss_fcos_cls": 0.23519617994315922, "loss_fcos_ctr": 0.6199115216732025, "loss_fcos_loc": 0.18311699654441327, "loss_mask": 0.25903630116954446, "loss_maskiou": 0.005587186882621609, "loss_sem_seg": 0.26407671021297574, "lr": 0.01, "mask_rcnn/accuracy": 0.9038424744897959, "mask_rcnn/false_negative": 0.08004420226862843, "mask_rcnn/false_positive": 0.13244506429979583, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.5, "time": 0.7260071644559503, "total_loss": 1.5590752016287297} {"data_time": 0.009670453146100044, "eta_seconds": 90584.0580546083, "iteration": 144959, "loss_fcos_cls": 0.2407229281961918, "loss_fcos_ctr": 0.6206246614456177, "loss_fcos_loc": 0.18347160174744204, "loss_mask": 0.2513225977309048, "loss_maskiou": 0.005233395932009444, "loss_sem_seg": 0.27784534078091383, "lr": 0.01, "mask_rcnn/accuracy": 0.8778915191404646, "mask_rcnn/false_negative": 0.09333223586929545, "mask_rcnn/false_positive": 0.13896727682024462, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.75, "time": 0.7264838283881545, "total_loss": 1.597624410795106} {"data_time": 0.01032063364982605, "eta_seconds": 90593.54236784298, "iteration": 144979, "loss_fcos_cls": 0.25102883935323916, "loss_fcos_ctr": 0.6188273732550442, "loss_fcos_loc": 0.19142423872835934, "loss_mask": 0.25799394212663174, "loss_maskiou": 0.0052929227240383625, "loss_sem_seg": 0.2707000351510942, "lr": 0.01, "mask_rcnn/accuracy": 0.8775262799085152, "mask_rcnn/false_negative": 0.08401135437329821, "mask_rcnn/false_positive": 0.1488203059962936, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7279213825240731, "total_loss": 1.5846789256611373} {"data_time": 0.010632071644067764, "eta_seconds": 90568.20414841734, "iteration": 144999, "loss_fcos_cls": 0.2440445579122752, "loss_fcos_ctr": 0.617354185320437, "loss_fcos_loc": 0.18819963466376066, "loss_mask": 0.2733228364959359, "loss_maskiou": 0.005588965388596989, "loss_sem_seg": 0.2683167392387986, "lr": 0.01, "mask_rcnn/accuracy": 0.8940367305458768, "mask_rcnn/false_negative": 0.08575512163156541, "mask_rcnn/false_positive": 0.13109282468120811, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.75, "time": 0.7219047900289297, "total_loss": 1.634874615483568} {"data_time": 0.009628335945308208, "eta_seconds": 90540.59196361993, "iteration": 145019, "loss_fcos_cls": 0.2432601778418757, "loss_fcos_ctr": 0.6208585905842483, "loss_fcos_loc": 0.1906527834944427, "loss_mask": 0.2678895238786936, "loss_maskiou": 0.006003578666422982, "loss_sem_seg": 0.25933606061153114, "lr": 0.01, "mask_rcnn/accuracy": 0.8745590922936338, "mask_rcnn/false_negative": 0.09339982617101714, "mask_rcnn/false_positive": 0.14925880398730212, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.5, "time": 0.7214298620820045, "total_loss": 1.5726451690570684} {"data_time": 0.010638540610671043, "eta_seconds": 90532.333383644, "iteration": 145039, "loss_fcos_cls": 0.24972863728180528, "loss_fcos_ctr": 0.6174187525175512, "loss_fcos_loc": 0.18591122271027416, "loss_mask": 0.26028399635106325, "loss_maskiou": 0.005322785014868714, "loss_sem_seg": 0.2601156681776047, "lr": 0.01, "mask_rcnn/accuracy": 0.9036950108777277, "mask_rcnn/false_negative": 0.08350776345665409, "mask_rcnn/false_positive": 0.14399753760754225, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 35.25, "time": 0.731970121152699, "total_loss": 1.5968493795226095} {"data_time": 0.01006261631846428, "eta_seconds": 90529.2770271264, "iteration": 145059, "loss_fcos_cls": 0.24832982767838985, "loss_fcos_ctr": 0.6180068887770176, "loss_fcos_loc": 0.18826102023012936, "loss_mask": 0.2633310118690133, "loss_maskiou": 0.005173324694624171, "loss_sem_seg": 0.2959791091270745, "lr": 0.01, "mask_rcnn/accuracy": 0.8885690487324226, "mask_rcnn/false_negative": 0.09241612629957288, "mask_rcnn/false_positive": 0.12953502355947916, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.0, "time": 0.7255001915618777, "total_loss": 1.6017909621587023} {"data_time": 0.010248265229165554, "eta_seconds": 90512.88924866263, "iteration": 145079, "loss_fcos_cls": 0.24934824323281646, "loss_fcos_ctr": 0.6177496239542961, "loss_fcos_loc": 0.18603531387634575, "loss_mask": 0.2564230104908347, "loss_maskiou": 0.005003416794352233, "loss_sem_seg": 0.2736085671931505, "lr": 0.01, "mask_rcnn/accuracy": 0.8974110728628801, "mask_rcnn/false_negative": 0.09640333542266111, "mask_rcnn/false_positive": 0.10696915860268727, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.75, "time": 0.7274412233382463, "total_loss": 1.6140920072066365} {"data_time": 0.009753032587468624, "eta_seconds": 90513.99125861004, "iteration": 145099, "loss_fcos_cls": 0.24759650463238358, "loss_fcos_ctr": 0.6198519309982657, "loss_fcos_loc": 0.19157591182738543, "loss_mask": 0.264164830558002, "loss_maskiou": 0.005584865597484168, "loss_sem_seg": 0.27438707184046507, "lr": 0.01, "mask_rcnn/accuracy": 0.8807564162028447, "mask_rcnn/false_negative": 0.09412167335870378, "mask_rcnn/false_positive": 0.10539494788889149, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.7306281793862581, "total_loss": 1.6404678366088774} {"data_time": 0.010656424798071384, "eta_seconds": 90503.85977365728, "iteration": 145119, "loss_fcos_cls": 0.25068429741077125, "loss_fcos_ctr": 0.6193577693775296, "loss_fcos_loc": 0.18676781351678073, "loss_mask": 0.2668404448777437, "loss_maskiou": 0.0056447859315085225, "loss_sem_seg": 0.27148542553186417, "lr": 0.01, "mask_rcnn/accuracy": 0.8925506150821798, "mask_rcnn/false_negative": 0.10025789774288098, "mask_rcnn/false_positive": 0.15326734475683695, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.5, "time": 0.7426435956731439, "total_loss": 1.585117401125899} {"data_time": 0.009996719658374786, "eta_seconds": 90489.36535740923, "iteration": 145139, "loss_fcos_cls": 0.23965084622614086, "loss_fcos_ctr": 0.619218303821981, "loss_fcos_loc": 0.18326297169551253, "loss_mask": 0.26191568234935403, "loss_maskiou": 0.005314326044754125, "loss_sem_seg": 0.2401421982795, "lr": 0.01, "mask_rcnn/accuracy": 0.8729888167388167, "mask_rcnn/false_negative": 0.08854417578605998, "mask_rcnn/false_positive": 0.16034516195372867, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.0, "time": 0.7317145308479667, "total_loss": 1.5529922480272944} {"data_time": 0.010720450431108475, "eta_seconds": 90492.30137721077, "iteration": 145159, "loss_fcos_cls": 0.24670528783462942, "loss_fcos_ctr": 0.6177421542815864, "loss_fcos_loc": 0.18995102087501436, "loss_mask": 0.2514642784371972, "loss_maskiou": 0.005435946935904212, "loss_sem_seg": 0.2776076984591782, "lr": 0.01, "mask_rcnn/accuracy": 0.8790292940884561, "mask_rcnn/false_negative": 0.09341284168730535, "mask_rcnn/false_positive": 0.13243907605498365, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.75, "time": 0.7323026582598686, "total_loss": 1.5872838555951603} {"data_time": 0.009769697673618793, "eta_seconds": 90477.80416854098, "iteration": 145179, "loss_fcos_cls": 0.2524572981055826, "loss_fcos_ctr": 0.6202916214242578, "loss_fcos_loc": 0.1927555149886757, "loss_mask": 0.25644139386713505, "loss_maskiou": 0.005582146513916086, "loss_sem_seg": 0.24989426648244262, "lr": 0.01, "mask_rcnn/accuracy": 0.8719095300727954, "mask_rcnn/false_negative": 0.10590392542303612, "mask_rcnn/false_positive": 0.15532223707734122, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.25, "time": 0.7372524980455637, "total_loss": 1.6128643400006695} {"data_time": 0.009798899292945862, "eta_seconds": 90455.54314532038, "iteration": 145199, "loss_fcos_cls": 0.26210815738886595, "loss_fcos_ctr": 0.621166527736932, "loss_fcos_loc": 0.1964181890944019, "loss_mask": 0.25877414736896753, "loss_maskiou": 0.005386074197303969, "loss_sem_seg": 0.2633655685931444, "lr": 0.01, "mask_rcnn/accuracy": 0.8809859231539097, "mask_rcnn/false_negative": 0.09490825909226916, "mask_rcnn/false_positive": 0.14042632492506643, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.75, "time": 0.7271225610747933, "total_loss": 1.616066568873066} {"data_time": 0.009858419187366962, "eta_seconds": 90420.97166802455, "iteration": 145219, "loss_fcos_cls": 0.2590507173445076, "loss_fcos_ctr": 0.6178053542971611, "loss_fcos_loc": 0.18964015797246248, "loss_mask": 0.2692026551812887, "loss_maskiou": 0.0053059365855006035, "loss_sem_seg": 0.26773472561035305, "lr": 0.01, "mask_rcnn/accuracy": 0.8686006210519923, "mask_rcnn/false_negative": 0.086938677951757, "mask_rcnn/false_positive": 0.14364047069957317, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 25.5, "time": 0.7322078803554177, "total_loss": 1.620501000834338} {"data_time": 0.010079508647322655, "eta_seconds": 90377.30919973087, "iteration": 145239, "loss_fcos_cls": 0.25425625732168555, "loss_fcos_ctr": 0.6172160203568637, "loss_fcos_loc": 0.18360059906262904, "loss_mask": 0.25408341363072395, "loss_maskiou": 0.005277084310364444, "loss_sem_seg": 0.2631474065128714, "lr": 0.01, "mask_rcnn/accuracy": 0.8962879613451735, "mask_rcnn/false_negative": 0.08913014321958157, "mask_rcnn/false_positive": 0.12573882635832434, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.25, "time": 0.7108599422499537, "total_loss": 1.5837892083691258} {"data_time": 0.009434093721210957, "eta_seconds": 90351.8096822938, "iteration": 145259, "loss_fcos_cls": 0.2515401393757202, "loss_fcos_ctr": 0.6180355828255415, "loss_fcos_loc": 0.19559024274349213, "loss_mask": 0.264292452018708, "loss_maskiou": 0.004948801016325888, "loss_sem_seg": 0.2835765052586794, "lr": 0.01, "mask_rcnn/accuracy": 0.8659193420451184, "mask_rcnn/false_negative": 0.11490351811669552, "mask_rcnn/false_positive": 0.14712987948573497, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.25, "time": 0.7199709909036756, "total_loss": 1.6437210613330535} {"data_time": 0.011242801323533058, "eta_seconds": 90327.49894638266, "iteration": 145279, "loss_fcos_cls": 0.23459117289166898, "loss_fcos_ctr": 0.6176031653303653, "loss_fcos_loc": 0.1876427523093298, "loss_mask": 0.2663006940856576, "loss_maskiou": 0.005513492462341674, "loss_sem_seg": 0.29478934896178544, "lr": 0.01, "mask_rcnn/accuracy": 0.8997999667642524, "mask_rcnn/false_negative": 0.09614454525610605, "mask_rcnn/false_positive": 0.12311488227186085, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.5, "time": 0.7267606984823942, "total_loss": 1.5998238032043446} {"data_time": 0.009803587570786476, "eta_seconds": 90322.83707194682, "iteration": 145299, "loss_fcos_cls": 0.24315191828645766, "loss_fcos_ctr": 0.6171670779585838, "loss_fcos_loc": 0.18305701378267258, "loss_mask": 0.2500348137691617, "loss_maskiou": 0.005092885206977371, "loss_sem_seg": 0.2587410241831094, "lr": 0.01, "mask_rcnn/accuracy": 0.910836079223356, "mask_rcnn/false_negative": 0.0663469709478601, "mask_rcnn/false_positive": 0.1119847624391454, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.0, "time": 0.7516560619696975, "total_loss": 1.5629629268878489} {"data_time": 0.00961543619632721, "eta_seconds": 90298.52948688623, "iteration": 145319, "loss_fcos_cls": 0.25312341656535864, "loss_fcos_ctr": 0.6204363629221916, "loss_fcos_loc": 0.19629129074746743, "loss_mask": 0.2660877709276974, "loss_maskiou": 0.005720337736420333, "loss_sem_seg": 0.259090191219002, "lr": 0.01, "mask_rcnn/accuracy": 0.8687325195330122, "mask_rcnn/false_negative": 0.09408742337281267, "mask_rcnn/false_positive": 0.1673491992556742, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7240087641403079, "total_loss": 1.6001074868254364} {"data_time": 0.009326029568910599, "eta_seconds": 90291.64661087468, "iteration": 145339, "loss_fcos_cls": 0.24345260974951088, "loss_fcos_ctr": 0.6201082561165094, "loss_fcos_loc": 0.18748116644565016, "loss_mask": 0.25011116173118353, "loss_maskiou": 0.004929815804644022, "loss_sem_seg": 0.2794099401216954, "lr": 0.01, "mask_rcnn/accuracy": 0.8747640072267775, "mask_rcnn/false_negative": 0.09195822249180638, "mask_rcnn/false_positive": 0.15720602234536446, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.730212320573628, "total_loss": 1.5759529167335131} {"data_time": 0.009853520430624485, "eta_seconds": 90310.0121584246, "iteration": 145359, "loss_fcos_cls": 0.2407169931102544, "loss_fcos_ctr": 0.6181710725650191, "loss_fcos_loc": 0.18812554038595408, "loss_mask": 0.26722256280481815, "loss_maskiou": 0.005922988842939958, "loss_sem_seg": 0.256807126570493, "lr": 0.01, "mask_rcnn/accuracy": 0.9018394950665952, "mask_rcnn/false_negative": 0.09166306248126951, "mask_rcnn/false_positive": 0.13331961660287456, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.75, "time": 0.7329883947968483, "total_loss": 1.582950665615499} {"data_time": 0.010270128957927227, "eta_seconds": 90314.67679653037, "iteration": 145379, "loss_fcos_cls": 0.23508337140083313, "loss_fcos_ctr": 0.6187652610242367, "loss_fcos_loc": 0.187163595110178, "loss_mask": 0.26677301432937384, "loss_maskiou": 0.0050456158351153135, "loss_sem_seg": 0.30731292348355055, "lr": 0.01, "mask_rcnn/accuracy": 0.8898436755654642, "mask_rcnn/false_negative": 0.08406113059336837, "mask_rcnn/false_positive": 0.1470554661574518, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7221574280411005, "total_loss": 1.6302147867390886} {"data_time": 0.009220707230269909, "eta_seconds": 90359.88664946891, "iteration": 145399, "loss_fcos_cls": 0.2549088567029685, "loss_fcos_ctr": 0.616620690561831, "loss_fcos_loc": 0.18272647017147392, "loss_mask": 0.2633217805996537, "loss_maskiou": 0.005287026506266557, "loss_sem_seg": 0.2818944687023759, "lr": 0.01, "mask_rcnn/accuracy": 0.9019741419294991, "mask_rcnn/false_negative": 0.077794163459753, "mask_rcnn/false_positive": 0.11223063325924193, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.25, "time": 0.7451977385208011, "total_loss": 1.6187770452088444} {"data_time": 0.010232432745397091, "eta_seconds": 90366.07190254144, "iteration": 145419, "loss_fcos_cls": 0.25102357554715127, "loss_fcos_ctr": 0.6199554651975632, "loss_fcos_loc": 0.19601954927202314, "loss_mask": 0.2582669882103801, "loss_maskiou": 0.005341125986888073, "loss_sem_seg": 0.2671298407949507, "lr": 0.01, "mask_rcnn/accuracy": 0.8802357576694044, "mask_rcnn/false_negative": 0.09074270315510607, "mask_rcnn/false_positive": 0.15182127140061474, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 39.75, "time": 0.7289083125069737, "total_loss": 1.6344003088815953} {"data_time": 0.009602388367056847, "eta_seconds": 90379.67910321616, "iteration": 145439, "loss_fcos_cls": 0.2556901255156845, "loss_fcos_ctr": 0.6166478306986392, "loss_fcos_loc": 0.18263265071436763, "loss_mask": 0.2730928957462311, "loss_maskiou": 0.00519276357954368, "loss_sem_seg": 0.2871749419718981, "lr": 0.01, "mask_rcnn/accuracy": 0.8689985937556841, "mask_rcnn/false_negative": 0.09034368776860219, "mask_rcnn/false_positive": 0.16098851365516553, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.5, "time": 0.7416271064430475, "total_loss": 1.648856481013354} {"data_time": 0.010345485992729664, "eta_seconds": 90387.42766060028, "iteration": 145459, "loss_fcos_cls": 0.24837393057532609, "loss_fcos_ctr": 0.6186028029769659, "loss_fcos_loc": 0.18726294860243797, "loss_mask": 0.2638326329179108, "loss_maskiou": 0.005998957407427952, "loss_sem_seg": 0.27364435978233814, "lr": 0.01, "mask_rcnn/accuracy": 0.890464286351722, "mask_rcnn/false_negative": 0.09662714771947076, "mask_rcnn/false_positive": 0.1449636102948968, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.7418048987165093, "total_loss": 1.606860660816892} {"data_time": 0.01040595956146717, "eta_seconds": 90359.60223694146, "iteration": 145479, "loss_fcos_cls": 0.25363475270569324, "loss_fcos_ctr": 0.618507657200098, "loss_fcos_loc": 0.1880578720010817, "loss_mask": 0.25562060065567493, "loss_maskiou": 0.005303835365339182, "loss_sem_seg": 0.2947452920489013, "lr": 0.01, "mask_rcnn/accuracy": 0.9037354227405248, "mask_rcnn/false_negative": 0.08581417035935399, "mask_rcnn/false_positive": 0.0989285656445956, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.25, "time": 0.7327394131571054, "total_loss": 1.6451237279566158} {"data_time": 0.011140461079776287, "eta_seconds": 90405.48241576366, "iteration": 145499, "loss_fcos_cls": 0.24210608593421057, "loss_fcos_ctr": 0.618499867618084, "loss_fcos_loc": 0.18701596546452492, "loss_mask": 0.25839057518169284, "loss_maskiou": 0.0052434988974709995, "loss_sem_seg": 0.27927545737475157, "lr": 0.01, "mask_rcnn/accuracy": 0.8833918903478705, "mask_rcnn/false_negative": 0.08664770289975232, "mask_rcnn/false_positive": 0.1498600895846126, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 25.0, "time": 0.7318469481542706, "total_loss": 1.5752153149551305} {"data_time": 0.010355361737310886, "eta_seconds": 90428.57357359584, "iteration": 145519, "loss_fcos_cls": 0.26156107522547245, "loss_fcos_ctr": 0.615727758500725, "loss_fcos_loc": 0.1902712625451386, "loss_mask": 0.25003144051879644, "loss_maskiou": 0.005285831903165672, "loss_sem_seg": 0.30833904445171356, "lr": 0.01, "mask_rcnn/accuracy": 0.8737269377310579, "mask_rcnn/false_negative": 0.08496463739239847, "mask_rcnn/false_positive": 0.16355242953525, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7326219109818339, "total_loss": 1.6452759838357451} {"data_time": 0.00951480120420456, "eta_seconds": 90443.58101940248, "iteration": 145539, "loss_fcos_cls": 0.2377792322076857, "loss_fcos_ctr": 0.6174964420497417, "loss_fcos_loc": 0.18673251220025122, "loss_mask": 0.27522767800837755, "loss_maskiou": 0.0054322253199643455, "loss_sem_seg": 0.2701072571799159, "lr": 0.01, "mask_rcnn/accuracy": 0.8811670587020699, "mask_rcnn/false_negative": 0.09289830931929585, "mask_rcnn/false_positive": 0.12664270298717653, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.0, "time": 0.7227085493505001, "total_loss": 1.6139567162754247} {"data_time": 0.00986107625067234, "eta_seconds": 90485.71085200366, "iteration": 145559, "loss_fcos_cls": 0.24461648263968527, "loss_fcos_ctr": 0.6239233948290348, "loss_fcos_loc": 0.2038299978012219, "loss_mask": 0.2694750977680087, "loss_maskiou": 0.005638369264488574, "loss_sem_seg": 0.2902148636057973, "lr": 0.01, "mask_rcnn/accuracy": 0.8688684564734985, "mask_rcnn/false_negative": 0.09049184101074438, "mask_rcnn/false_positive": 0.15658592074142058, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.5, "time": 0.7253304468467832, "total_loss": 1.6253772428899538} {"data_time": 0.00988840777426958, "eta_seconds": 90495.48087584227, "iteration": 145579, "loss_fcos_cls": 0.26890322170220315, "loss_fcos_ctr": 0.6211757063865662, "loss_fcos_loc": 0.19596131786238402, "loss_mask": 0.2668553036637604, "loss_maskiou": 0.005189515737583861, "loss_sem_seg": 0.320046107750386, "lr": 0.01, "mask_rcnn/accuracy": 0.8673046141533537, "mask_rcnn/false_negative": 0.09824195572191771, "mask_rcnn/false_positive": 0.13138305690770957, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.75, "time": 0.715940666384995, "total_loss": 1.632561908907519} {"data_time": 0.00957589689642191, "eta_seconds": 90481.40019748919, "iteration": 145599, "loss_fcos_cls": 0.2595582671929151, "loss_fcos_ctr": 0.6195749910548329, "loss_fcos_loc": 0.18809249578043818, "loss_mask": 0.26286309491842985, "loss_maskiou": 0.005109204226755537, "loss_sem_seg": 0.28641700744628906, "lr": 0.01, "mask_rcnn/accuracy": 0.8862406123363733, "mask_rcnn/false_negative": 0.08897270044305493, "mask_rcnn/false_positive": 0.15316593483584054, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.7119106771424413, "total_loss": 1.6194609328667866} {"data_time": 0.010825864970684052, "eta_seconds": 90429.69456878025, "iteration": 145619, "loss_fcos_cls": 0.2581155105144717, "loss_fcos_ctr": 0.6179412351921201, "loss_fcos_loc": 0.1886980443377979, "loss_mask": 0.2592260967940092, "loss_maskiou": 0.0050065726463799365, "loss_sem_seg": 0.27914115879684687, "lr": 0.01, "mask_rcnn/accuracy": 0.8874007936507937, "mask_rcnn/false_negative": 0.0829262145836347, "mask_rcnn/false_positive": 0.1418434912361573, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.0, "time": 0.7175757838413119, "total_loss": 1.6549204340772121} {"data_time": 0.009312527254223824, "eta_seconds": 90426.3355578566, "iteration": 145639, "loss_fcos_cls": 0.24246452585794032, "loss_fcos_ctr": 0.6198885897174478, "loss_fcos_loc": 0.1874764880631119, "loss_mask": 0.25629272870719433, "loss_maskiou": 0.005842390251928009, "loss_sem_seg": 0.2956426690798253, "lr": 0.01, "mask_rcnn/accuracy": 0.8835889875430691, "mask_rcnn/false_negative": 0.09994463043124502, "mask_rcnn/false_positive": 0.13791459617006052, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7357043623924255, "total_loss": 1.6254865649098065} {"data_time": 0.011297246441245079, "eta_seconds": 90400.61305486131, "iteration": 145659, "loss_fcos_cls": 0.24791693314909935, "loss_fcos_ctr": 0.6216689171269536, "loss_fcos_loc": 0.19779509492218494, "loss_mask": 0.26586995692923665, "loss_maskiou": 0.00535042563569732, "loss_sem_seg": 0.28655767906457186, "lr": 0.01, "mask_rcnn/accuracy": 0.8887859058458548, "mask_rcnn/false_negative": 0.09537124221311087, "mask_rcnn/false_positive": 0.11600994414454588, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7163154715672135, "total_loss": 1.614544553878659} {"data_time": 0.011009827256202698, "eta_seconds": 90309.5226295637, "iteration": 145679, "loss_fcos_cls": 0.2434751094551757, "loss_fcos_ctr": 0.6175758568570018, "loss_fcos_loc": 0.19495078059844673, "loss_mask": 0.2693923097103834, "loss_maskiou": 0.0061476263726945035, "loss_sem_seg": 0.2941100613679737, "lr": 0.01, "mask_rcnn/accuracy": 0.8574231761670186, "mask_rcnn/false_negative": 0.11623905951521296, "mask_rcnn/false_positive": 0.19738446819132965, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.5, "time": 0.708127411082387, "total_loss": 1.645060913027919} {"data_time": 0.009214675053954124, "eta_seconds": 90297.8135118736, "iteration": 145699, "loss_fcos_cls": 0.25432426924817264, "loss_fcos_ctr": 0.6206606263294816, "loss_fcos_loc": 0.19585761369671673, "loss_mask": 0.2722817398607731, "loss_maskiou": 0.0052151695563225076, "loss_sem_seg": 0.2813369710929692, "lr": 0.01, "mask_rcnn/accuracy": 0.893873695428995, "mask_rcnn/false_negative": 0.09857733728186002, "mask_rcnn/false_positive": 0.13854453421194943, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7266820408403873, "total_loss": 1.6174284986482235} {"data_time": 0.0099844541400671, "eta_seconds": 90300.82263621781, "iteration": 145719, "loss_fcos_cls": 0.2606015370693058, "loss_fcos_ctr": 0.6186090474948287, "loss_fcos_loc": 0.1874974649399519, "loss_mask": 0.2637068144977093, "loss_maskiou": 0.005715717445127666, "loss_sem_seg": 0.27269048686139286, "lr": 0.01, "mask_rcnn/accuracy": 0.8829522880580805, "mask_rcnn/false_negative": 0.09294517041327596, "mask_rcnn/false_positive": 0.14553116828522075, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7128596110269427, "total_loss": 1.6212506722295075} {"data_time": 0.011014813557267189, "eta_seconds": 90277.86482986342, "iteration": 145739, "loss_fcos_cls": 0.25461803027428687, "loss_fcos_ctr": 0.6181624196469784, "loss_fcos_loc": 0.19427238567732275, "loss_mask": 0.2552399169653654, "loss_maskiou": 0.005714149272534996, "loss_sem_seg": 0.2790137999691069, "lr": 0.01, "mask_rcnn/accuracy": 0.8918104208146673, "mask_rcnn/false_negative": 0.08704861257639228, "mask_rcnn/false_positive": 0.1316000465741213, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 22.0, "time": 0.7250591609627008, "total_loss": 1.6396259183566144} {"data_time": 0.010316607542335987, "eta_seconds": 90327.90927006397, "iteration": 145759, "loss_fcos_cls": 0.24880182289052755, "loss_fcos_ctr": 0.6210064319893718, "loss_fcos_loc": 0.20044231484644115, "loss_mask": 0.2540379650890827, "loss_maskiou": 0.0052340697511681356, "loss_sem_seg": 0.2696551268454641, "lr": 0.01, "mask_rcnn/accuracy": 0.9044685201316298, "mask_rcnn/false_negative": 0.08225313632127454, "mask_rcnn/false_positive": 0.10068586779930652, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.25, "time": 0.7427451899275184, "total_loss": 1.6098501759843202} {"data_time": 0.009943456389009953, "eta_seconds": 90290.60654071625, "iteration": 145779, "loss_fcos_cls": 0.2478562486357987, "loss_fcos_ctr": 0.6172442119568586, "loss_fcos_loc": 0.18369379173964262, "loss_mask": 0.25361063424497843, "loss_maskiou": 0.005187600530916825, "loss_sem_seg": 0.292433206923306, "lr": 0.01, "mask_rcnn/accuracy": 0.8753711488174368, "mask_rcnn/false_negative": 0.10489677736795716, "mask_rcnn/false_positive": 0.13816702809375314, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.0, "time": 0.7269377131015062, "total_loss": 1.6249290091145667} {"data_time": 0.010342828929424286, "eta_seconds": 90298.82775614504, "iteration": 145799, "loss_fcos_cls": 0.24495319603011012, "loss_fcos_ctr": 0.6206224388442934, "loss_fcos_loc": 0.19663397001568228, "loss_mask": 0.2737372349947691, "loss_maskiou": 0.005540401747566648, "loss_sem_seg": 0.3076187213882804, "lr": 0.01, "mask_rcnn/accuracy": 0.8757623739150833, "mask_rcnn/false_negative": 0.11034681931543913, "mask_rcnn/false_positive": 0.14587506130549144, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7360000358894467, "total_loss": 1.6437270602646095} {"data_time": 0.010261649265885353, "eta_seconds": 90307.10039357003, "iteration": 145819, "loss_fcos_cls": 0.26345945696812123, "loss_fcos_ctr": 0.6192424790933728, "loss_fcos_loc": 0.19484964315779507, "loss_mask": 0.2731689941138029, "loss_maskiou": 0.005719032589695416, "loss_sem_seg": 0.26741319987922907, "lr": 0.01, "mask_rcnn/accuracy": 0.8804557050092765, "mask_rcnn/false_negative": 0.1082871609843789, "mask_rcnn/false_positive": 0.14473726298522474, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.5, "time": 0.728062191978097, "total_loss": 1.6337146088808367} {"data_time": 0.010249340906739235, "eta_seconds": 90315.57428619359, "iteration": 145839, "loss_fcos_cls": 0.24179789528716356, "loss_fcos_ctr": 0.6178265903145075, "loss_fcos_loc": 0.1926595299737528, "loss_mask": 0.2484718980267644, "loss_maskiou": 0.005419746528787073, "loss_sem_seg": 0.255812780582346, "lr": 0.01, "mask_rcnn/accuracy": 0.87821360687132, "mask_rcnn/false_negative": 0.0985814087502796, "mask_rcnn/false_positive": 0.1305696703702913, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.73869763687253, "total_loss": 1.5593835943000158} {"data_time": 0.009802616201341152, "eta_seconds": 90379.41494988184, "iteration": 145859, "loss_fcos_cls": 0.24703410523943603, "loss_fcos_ctr": 0.6206375206820667, "loss_fcos_loc": 0.19247769773937762, "loss_mask": 0.26445833407342434, "loss_maskiou": 0.0054505536281794775, "loss_sem_seg": 0.2974457573145628, "lr": 0.01, "mask_rcnn/accuracy": 0.8898021708683472, "mask_rcnn/false_negative": 0.0946942643482878, "mask_rcnn/false_positive": 0.1515843045034136, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.25, "time": 0.7382917171344161, "total_loss": 1.629630327297491} {"data_time": 0.01001163013279438, "eta_seconds": 90407.02951838076, "iteration": 145879, "loss_fcos_cls": 0.2433256315998733, "loss_fcos_ctr": 0.6150106666609645, "loss_fcos_loc": 0.1819619492162019, "loss_mask": 0.2564646927639842, "loss_maskiou": 0.005605196274700575, "loss_sem_seg": 0.27465780917555094, "lr": 0.01, "mask_rcnn/accuracy": 0.9008614861210272, "mask_rcnn/false_negative": 0.07490495358477686, "mask_rcnn/false_positive": 0.10841556749873033, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7320256866514683, "total_loss": 1.5787705100810854} {"data_time": 0.009953265078365803, "eta_seconds": 90402.6300502047, "iteration": 145899, "loss_fcos_cls": 0.24641791265457869, "loss_fcos_ctr": 0.6180398985743523, "loss_fcos_loc": 0.19538884400390089, "loss_mask": 0.2685033306479454, "loss_maskiou": 0.0054594082466792315, "loss_sem_seg": 0.2845006254501641, "lr": 0.01, "mask_rcnn/accuracy": 0.889213047228216, "mask_rcnn/false_negative": 0.09131188912371593, "mask_rcnn/false_positive": 0.13840115652740267, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.25, "time": 0.7357124956324697, "total_loss": 1.6357765221691807} {"data_time": 0.009782162494957447, "eta_seconds": 90377.89439071715, "iteration": 145919, "loss_fcos_cls": 0.24385277973487973, "loss_fcos_ctr": 0.6202020514756441, "loss_fcos_loc": 0.19341233791783452, "loss_mask": 0.2663322677835822, "loss_maskiou": 0.0058673862913565245, "loss_sem_seg": 0.2677413737401366, "lr": 0.01, "mask_rcnn/accuracy": 0.8839263835894564, "mask_rcnn/false_negative": 0.11043698554234246, "mask_rcnn/false_positive": 0.09082983841229328, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 28.0, "time": 0.7155749369412661, "total_loss": 1.5887603871087776} {"data_time": 0.011017094366252422, "eta_seconds": 90382.79198713414, "iteration": 145939, "loss_fcos_cls": 0.24227357376366854, "loss_fcos_ctr": 0.620510233566165, "loss_fcos_loc": 0.1973005416803062, "loss_mask": 0.2663031527772546, "loss_maskiou": 0.005619019517325796, "loss_sem_seg": 0.28492798935621977, "lr": 0.01, "mask_rcnn/accuracy": 0.8789392006802721, "mask_rcnn/false_negative": 0.10787141455371377, "mask_rcnn/false_positive": 0.1408478307583027, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.25, "time": 0.7403115211054683, "total_loss": 1.5981161021445587} {"data_time": 0.011740392073988914, "eta_seconds": 90451.67035184987, "iteration": 145959, "loss_fcos_cls": 0.24294013128383085, "loss_fcos_ctr": 0.6168652884662151, "loss_fcos_loc": 0.1875640193466097, "loss_mask": 0.25355580309405923, "loss_maskiou": 0.004507535617449321, "loss_sem_seg": 0.2581699416041374, "lr": 0.01, "mask_rcnn/accuracy": 0.9081603795364299, "mask_rcnn/false_negative": 0.06338754855398143, "mask_rcnn/false_positive": 0.15317379508450202, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.7369550885632634, "total_loss": 1.5748121461365372} {"data_time": 0.009386708959937096, "eta_seconds": 90415.45099266805, "iteration": 145979, "loss_fcos_cls": 0.2633932495373301, "loss_fcos_ctr": 0.6199070578441024, "loss_fcos_loc": 0.1975575576070696, "loss_mask": 0.27353035286068916, "loss_maskiou": 0.005560523670283146, "loss_sem_seg": 0.28969375509768724, "lr": 0.01, "mask_rcnn/accuracy": 0.8965459073239685, "mask_rcnn/false_negative": 0.09576887691020752, "mask_rcnn/false_positive": 0.12601295245223548, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.75, "time": 0.7130406340584159, "total_loss": 1.6261335831896986} {"data_time": 0.010566670447587967, "eta_seconds": 90409.23247305583, "iteration": 145999, "loss_fcos_cls": 0.24903891427675262, "loss_fcos_ctr": 0.6202635448426008, "loss_fcos_loc": 0.19596289582841564, "loss_mask": 0.26054406724870205, "loss_maskiou": 0.005180238506000023, "loss_sem_seg": 0.29946841788478196, "lr": 0.01, "mask_rcnn/accuracy": 0.8925915376031837, "mask_rcnn/false_negative": 0.08979344818036086, "mask_rcnn/false_positive": 0.15575339177954628, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.75, "time": 0.7298637898638844, "total_loss": 1.640516629391641} {"data_time": 0.0104415537789464, "eta_seconds": 90437.96625477914, "iteration": 146019, "loss_fcos_cls": 0.2556155938655138, "loss_fcos_ctr": 0.6187515649944544, "loss_fcos_loc": 0.18433880456723273, "loss_mask": 0.2611958980560303, "loss_maskiou": 0.005003397112886887, "loss_sem_seg": 0.3239800906740129, "lr": 0.01, "mask_rcnn/accuracy": 0.894599925335988, "mask_rcnn/false_negative": 0.09363983182986188, "mask_rcnn/false_positive": 0.1233204535500522, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.25, "time": 0.7201496073976159, "total_loss": 1.6539349820523057} {"data_time": 0.009505211375653744, "eta_seconds": 90462.01908915304, "iteration": 146039, "loss_fcos_cls": 0.25690969615243375, "loss_fcos_ctr": 0.6221139403060079, "loss_fcos_loc": 0.2004805247997865, "loss_mask": 0.2747538508847356, "loss_maskiou": 0.005434363440144807, "loss_sem_seg": 0.28285922575742006, "lr": 0.01, "mask_rcnn/accuracy": 0.8788676350939046, "mask_rcnn/false_negative": 0.09642672739093106, "mask_rcnn/false_positive": 0.1362554515224751, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.0, "time": 0.7352862795814872, "total_loss": 1.6351440367288888} {"data_time": 0.00967808160930872, "eta_seconds": 90447.42385047488, "iteration": 146059, "loss_fcos_cls": 0.24389593512751162, "loss_fcos_ctr": 0.6159732863306999, "loss_fcos_loc": 0.18112598650623113, "loss_mask": 0.2488690558820963, "loss_maskiou": 0.0047752748541824985, "loss_sem_seg": 0.2470702191349119, "lr": 0.01, "mask_rcnn/accuracy": 0.8757608834818331, "mask_rcnn/false_negative": 0.0828224877485339, "mask_rcnn/false_positive": 0.16193278693453866, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.0, "time": 0.7206758912652731, "total_loss": 1.5342830930057971} {"data_time": 0.009602119214832783, "eta_seconds": 90440.38037753105, "iteration": 146079, "loss_fcos_cls": 0.2564742078538984, "loss_fcos_ctr": 0.6179475020617247, "loss_fcos_loc": 0.19126910506747663, "loss_mask": 0.25679026916623116, "loss_maskiou": 0.005466272992634913, "loss_sem_seg": 0.29869217658415437, "lr": 0.01, "mask_rcnn/accuracy": 0.8790810374667213, "mask_rcnn/false_negative": 0.09537420542621317, "mask_rcnn/false_positive": 0.11676206072196015, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.5, "time": 0.7294921474531293, "total_loss": 1.6490661674179137} {"data_time": 0.009903601370751858, "eta_seconds": 90418.23337311856, "iteration": 146099, "loss_fcos_cls": 0.2417997035663575, "loss_fcos_ctr": 0.6176043380983174, "loss_fcos_loc": 0.1845715818926692, "loss_mask": 0.2652935469523072, "loss_maskiou": 0.005331694759661332, "loss_sem_seg": 0.2692890609614551, "lr": 0.01, "mask_rcnn/accuracy": 0.8886288265306123, "mask_rcnn/false_negative": 0.09986497153600313, "mask_rcnn/false_positive": 0.1336292338407349, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.7237711101770401, "total_loss": 1.5994478703141795} {"data_time": 0.011035053990781307, "eta_seconds": 90313.38631701656, "iteration": 146119, "loss_fcos_cls": 0.24404293857514858, "loss_fcos_ctr": 0.6178268240764737, "loss_fcos_loc": 0.18743461510166526, "loss_mask": 0.2667380925267935, "loss_maskiou": 0.005484361405251548, "loss_sem_seg": 0.2437981548719108, "lr": 0.01, "mask_rcnn/accuracy": 0.8783828531412565, "mask_rcnn/false_negative": 0.09887244829716528, "mask_rcnn/false_positive": 0.13622721049165598, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.75, "time": 0.7177913738414645, "total_loss": 1.564010470356152} {"data_time": 0.010570594109594822, "eta_seconds": 90307.15835634526, "iteration": 146139, "loss_fcos_cls": 0.2440718780271709, "loss_fcos_ctr": 0.6174853090196848, "loss_fcos_loc": 0.18437086616177112, "loss_mask": 0.26482071354985237, "loss_maskiou": 0.005386091725085862, "loss_sem_seg": 0.27932919142767787, "lr": 0.01, "mask_rcnn/accuracy": 0.9091981173242476, "mask_rcnn/false_negative": 0.07361563260100148, "mask_rcnn/false_positive": 0.1413501799682595, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.75, "time": 0.7413321994245052, "total_loss": 1.6211238354153465} {"data_time": 0.010799224488437176, "eta_seconds": 90260.27490086388, "iteration": 146159, "loss_fcos_cls": 0.2555206905817613, "loss_fcos_ctr": 0.6208089180290699, "loss_fcos_loc": 0.1869553178548813, "loss_mask": 0.2660655463114381, "loss_maskiou": 0.005237094999756664, "loss_sem_seg": 0.27496828604489565, "lr": 0.01, "mask_rcnn/accuracy": 0.8857937178249679, "mask_rcnn/false_negative": 0.09857092470066967, "mask_rcnn/false_positive": 0.11893670305861392, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.0, "time": 0.7270101187750697, "total_loss": 1.613942203912302} {"data_time": 0.010851427912712097, "eta_seconds": 90245.69810078945, "iteration": 146179, "loss_fcos_cls": 0.23763985466212034, "loss_fcos_ctr": 0.6197843197733164, "loss_fcos_loc": 0.1902031460776925, "loss_mask": 0.25800455268472433, "loss_maskiou": 0.0055884401153889485, "loss_sem_seg": 0.27927064895629883, "lr": 0.01, "mask_rcnn/accuracy": 0.8828656462585034, "mask_rcnn/false_negative": 0.09688625837469358, "mask_rcnn/false_positive": 0.12316783668251712, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.7337273620069027, "total_loss": 1.5993182183919998} {"data_time": 0.009922800585627556, "eta_seconds": 90161.80155200511, "iteration": 146199, "loss_fcos_cls": 0.2369477958418429, "loss_fcos_ctr": 0.6190842441283166, "loss_fcos_loc": 0.1858683074824512, "loss_mask": 0.2554606143385172, "loss_maskiou": 0.004907317168544978, "loss_sem_seg": 0.2866775270085782, "lr": 0.01, "mask_rcnn/accuracy": 0.896639203139278, "mask_rcnn/false_negative": 0.1098987192360441, "mask_rcnn/false_positive": 0.12166997760098439, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 38.0, "time": 0.6926583331078291, "total_loss": 1.5733080338541185} {"data_time": 0.010584640316665173, "eta_seconds": 90159.38093324006, "iteration": 146219, "loss_fcos_cls": 0.24594981921836734, "loss_fcos_ctr": 0.6223723101429641, "loss_fcos_loc": 0.19375961751211435, "loss_mask": 0.2612780872732401, "loss_maskiou": 0.005112999620905612, "loss_sem_seg": 0.27913172636181116, "lr": 0.01, "mask_rcnn/accuracy": 0.8730049712192569, "mask_rcnn/false_negative": 0.11037855433262186, "mask_rcnn/false_positive": 0.12728633017846136, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7365556480363011, "total_loss": 1.5902550144637644} {"data_time": 0.009379505179822445, "eta_seconds": 90233.32249331009, "iteration": 146239, "loss_fcos_cls": 0.24535686918534338, "loss_fcos_ctr": 0.6208037128672004, "loss_fcos_loc": 0.1916746620554477, "loss_mask": 0.24927592277526855, "loss_maskiou": 0.005176432852749713, "loss_sem_seg": 0.2687092626001686, "lr": 0.01, "mask_rcnn/accuracy": 0.8837827636570348, "mask_rcnn/false_negative": 0.09252887931416268, "mask_rcnn/false_positive": 0.13622835466710237, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.729463036172092, "total_loss": 1.573490949907864} {"data_time": 0.010825339704751968, "eta_seconds": 90180.75245500635, "iteration": 146259, "loss_fcos_cls": 0.2384724374860525, "loss_fcos_ctr": 0.6194411441683769, "loss_fcos_loc": 0.19008795404806733, "loss_mask": 0.2670002328231931, "loss_maskiou": 0.005337114445865154, "loss_sem_seg": 0.26460624672472477, "lr": 0.01, "mask_rcnn/accuracy": 0.8731497834176405, "mask_rcnn/false_negative": 0.10271916306336601, "mask_rcnn/false_positive": 0.12475800380728277, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.0, "time": 0.7077003782615066, "total_loss": 1.5966352154664492} {"data_time": 0.009743782691657543, "eta_seconds": 90115.67824174464, "iteration": 146279, "loss_fcos_cls": 0.24741142336279154, "loss_fcos_ctr": 0.6211707005277276, "loss_fcos_loc": 0.20174133498221636, "loss_mask": 0.28260025288909674, "loss_maskiou": 0.006151545705506578, "loss_sem_seg": 0.2787881223484874, "lr": 0.01, "mask_rcnn/accuracy": 0.8712504159272405, "mask_rcnn/false_negative": 0.0873004609830881, "mask_rcnn/false_positive": 0.15287764214018307, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.704715964384377, "total_loss": 1.602452975592314} {"data_time": 0.009617817588150501, "eta_seconds": 90065.59235101938, "iteration": 146299, "loss_fcos_cls": 0.2612802549265325, "loss_fcos_ctr": 0.6215833192691207, "loss_fcos_loc": 0.1987695663701743, "loss_mask": 0.2578842993825674, "loss_maskiou": 0.00598816700221505, "loss_sem_seg": 0.27037666039541364, "lr": 0.01, "mask_rcnn/accuracy": 0.8775651721526017, "mask_rcnn/false_negative": 0.09212797811906917, "mask_rcnn/false_positive": 0.15543570214758712, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.0, "time": 0.7234929380938411, "total_loss": 1.6327633786495426} {"data_time": 0.009384107775986195, "eta_seconds": 90025.80955012422, "iteration": 146319, "loss_fcos_cls": 0.24539136327803135, "loss_fcos_ctr": 0.6176374023780227, "loss_fcos_loc": 0.18625908915419132, "loss_mask": 0.26413121027871966, "loss_maskiou": 0.005401248199632391, "loss_sem_seg": 0.2895325003191829, "lr": 0.01, "mask_rcnn/accuracy": 0.8767389480631528, "mask_rcnn/false_negative": 0.1082326258228429, "mask_rcnn/false_positive": 0.14670401783438872, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.0, "time": 0.7043852880597115, "total_loss": 1.5969384849449852} {"data_time": 0.010235638357698917, "eta_seconds": 89985.6866371315, "iteration": 146339, "loss_fcos_cls": 0.25618436885997653, "loss_fcos_ctr": 0.6174432495608926, "loss_fcos_loc": 0.18924760923255235, "loss_mask": 0.272353358566761, "loss_maskiou": 0.006302775342192035, "loss_sem_seg": 0.28940472565591335, "lr": 0.01, "mask_rcnn/accuracy": 0.891944613666362, "mask_rcnn/false_negative": 0.10251289049484119, "mask_rcnn/false_positive": 0.11175496415734418, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7355842227116227, "total_loss": 1.6361743936140556} {"data_time": 0.009992558509111404, "eta_seconds": 89946.91026285943, "iteration": 146359, "loss_fcos_cls": 0.25717347231693566, "loss_fcos_ctr": 0.6179405595175922, "loss_fcos_loc": 0.1885999517980963, "loss_mask": 0.2615190474316478, "loss_maskiou": 0.005406339594628662, "loss_sem_seg": 0.26157426042482257, "lr": 0.01, "mask_rcnn/accuracy": 0.8776734178519894, "mask_rcnn/false_negative": 0.10288585041013676, "mask_rcnn/false_positive": 0.16815987194171061, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7248127516359091, "total_loss": 1.6021456462658534} {"data_time": 0.009220262058079243, "eta_seconds": 89982.13632163312, "iteration": 146379, "loss_fcos_cls": 0.2561004990711808, "loss_fcos_ctr": 0.6202959008514881, "loss_fcos_loc": 0.19659835880156606, "loss_mask": 0.2538297772407532, "loss_maskiou": 0.005699874134734273, "loss_sem_seg": 0.3023671889677644, "lr": 0.01, "mask_rcnn/accuracy": 0.8861032547076801, "mask_rcnn/false_negative": 0.10186059852381343, "mask_rcnn/false_positive": 0.12715675300362042, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.0, "time": 0.7407415378838778, "total_loss": 1.6338139960935223} {"data_time": 0.00965214241296053, "eta_seconds": 89967.57857880276, "iteration": 146399, "loss_fcos_cls": 0.25595180061645806, "loss_fcos_ctr": 0.6196003623772413, "loss_fcos_loc": 0.18530124425888062, "loss_mask": 0.26291501708328724, "loss_maskiou": 0.005274504892440746, "loss_sem_seg": 0.28560933691915125, "lr": 0.01, "mask_rcnn/accuracy": 0.8928953259970149, "mask_rcnn/false_negative": 0.09171575247574218, "mask_rcnn/false_positive": 0.11874453869492069, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7384978383779526, "total_loss": 1.6199752615721081} {"data_time": 0.009528528898954391, "eta_seconds": 89953.02083597239, "iteration": 146419, "loss_fcos_cls": 0.249210151610896, "loss_fcos_ctr": 0.6212233216501772, "loss_fcos_loc": 0.19695584569126368, "loss_mask": 0.2710589119233191, "loss_maskiou": 0.005287950982165057, "loss_sem_seg": 0.2856733431108296, "lr": 0.01, "mask_rcnn/accuracy": 0.8807884705606381, "mask_rcnn/false_negative": 0.09762443525241035, "mask_rcnn/false_positive": 0.13866119449493075, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.724416215904057, "total_loss": 1.6555320740590105} {"data_time": 0.010158325545489788, "eta_seconds": 89855.02647571731, "iteration": 146439, "loss_fcos_cls": 0.2529106691945344, "loss_fcos_ctr": 0.6212490717880428, "loss_fcos_loc": 0.19518182170577347, "loss_mask": 0.2592615159228444, "loss_maskiou": 0.005297897383570671, "loss_sem_seg": 0.28120907745324075, "lr": 0.01, "mask_rcnn/accuracy": 0.9002594244219426, "mask_rcnn/false_negative": 0.06426019981630995, "mask_rcnn/false_positive": 0.1269390769754935, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.75, "time": 0.7266250066459179, "total_loss": 1.6090908497972123} {"data_time": 0.010022097267210484, "eta_seconds": 89675.20780118369, "iteration": 146459, "loss_fcos_cls": 0.24240742367692292, "loss_fcos_ctr": 0.6177494954317808, "loss_fcos_loc": 0.18568067764863372, "loss_mask": 0.26573531702160835, "loss_maskiou": 0.005116002837894484, "loss_sem_seg": 0.25368550268467516, "lr": 0.01, "mask_rcnn/accuracy": 0.8858218287314925, "mask_rcnn/false_negative": 0.09555081964234262, "mask_rcnn/false_positive": 0.14070597909547944, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.75, "time": 0.7207179861143231, "total_loss": 1.568088396837993} {"data_time": 0.009466400370001793, "eta_seconds": 89624.44394962862, "iteration": 146479, "loss_fcos_cls": 0.24647481692954898, "loss_fcos_ctr": 0.618625502102077, "loss_fcos_loc": 0.18493131222203374, "loss_mask": 0.2577086631208658, "loss_maskiou": 0.005157750973012298, "loss_sem_seg": 0.25696644419804215, "lr": 0.01, "mask_rcnn/accuracy": 0.8757263525387193, "mask_rcnn/false_negative": 0.09698841104612947, "mask_rcnn/false_positive": 0.16066721390132924, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7176480265334249, "total_loss": 1.589952448504846} {"data_time": 0.010312728583812714, "eta_seconds": 89595.38539013453, "iteration": 146499, "loss_fcos_cls": 0.24608514993451536, "loss_fcos_ctr": 0.6211032131686807, "loss_fcos_loc": 0.19135389872826636, "loss_mask": 0.25851793633773923, "loss_maskiou": 0.004547431904939003, "loss_sem_seg": 0.30149754974991083, "lr": 0.01, "mask_rcnn/accuracy": 0.8908084581235092, "mask_rcnn/false_negative": 0.10757708124345192, "mask_rcnn/false_positive": 0.11984588974905239, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7251854985952377, "total_loss": 1.6002219489164418} {"data_time": 0.009415261447429657, "eta_seconds": 89576.23712253477, "iteration": 146519, "loss_fcos_cls": 0.26023696176707745, "loss_fcos_ctr": 0.6174527192488313, "loss_fcos_loc": 0.19378611585125327, "loss_mask": 0.26213838811963797, "loss_maskiou": 0.005223671618296066, "loss_sem_seg": 0.30804690020158887, "lr": 0.01, "mask_rcnn/accuracy": 0.8967654501316655, "mask_rcnn/false_negative": 0.09708776474859745, "mask_rcnn/false_positive": 0.11535893001126368, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7274204762652516, "total_loss": 1.6494456251239171} {"data_time": 0.009490088559687138, "eta_seconds": 89559.08621552028, "iteration": 146539, "loss_fcos_cls": 0.24697527615353465, "loss_fcos_ctr": 0.6178020536899567, "loss_fcos_loc": 0.19325611856766045, "loss_mask": 0.26837392896413803, "loss_maskiou": 0.005743077083025128, "loss_sem_seg": 0.2723792502656579, "lr": 0.01, "mask_rcnn/accuracy": 0.8854096833538609, "mask_rcnn/false_negative": 0.08456497900061102, "mask_rcnn/false_positive": 0.15490779215278805, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.25, "time": 0.7213728213682771, "total_loss": 1.6126484836131567} {"data_time": 0.010818526148796082, "eta_seconds": 89547.22011194285, "iteration": 146559, "loss_fcos_cls": 0.2476523786317557, "loss_fcos_ctr": 0.6200643414631486, "loss_fcos_loc": 0.19237102987244725, "loss_mask": 0.2693249015137553, "loss_maskiou": 0.006087611516704783, "loss_sem_seg": 0.2642058008350432, "lr": 0.01, "mask_rcnn/accuracy": 0.8918320105820106, "mask_rcnn/false_negative": 0.07278164335207535, "mask_rcnn/false_positive": 0.12395429892462449, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.5, "time": 0.7275502365082502, "total_loss": 1.6301846035748895} {"data_time": 0.00962869543582201, "eta_seconds": 89599.50393970031, "iteration": 146579, "loss_fcos_cls": 0.2583494787104428, "loss_fcos_ctr": 0.6174995955079794, "loss_fcos_loc": 0.19454076432157308, "loss_mask": 0.2621760740876198, "loss_maskiou": 0.005182010601856746, "loss_sem_seg": 0.28604997880756855, "lr": 0.01, "mask_rcnn/accuracy": 0.8765698162381836, "mask_rcnn/false_negative": 0.1006476725091208, "mask_rcnn/false_positive": 0.13586742033918953, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.0, "time": 0.7422605324536562, "total_loss": 1.6451060917170253} {"data_time": 0.011012950912117958, "eta_seconds": 89565.3464923175, "iteration": 146599, "loss_fcos_cls": 0.25676854455377907, "loss_fcos_ctr": 0.6201077057048678, "loss_fcos_loc": 0.19409467617515475, "loss_mask": 0.26325703505426645, "loss_maskiou": 0.005344466015230864, "loss_sem_seg": 0.2811018289066851, "lr": 0.01, "mask_rcnn/accuracy": 0.8941282242063492, "mask_rcnn/false_negative": 0.08883098938294384, "mask_rcnn/false_positive": 0.10237606147756204, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.25, "time": 0.7096207737922668, "total_loss": 1.6277948852966801} {"data_time": 0.009121876209974289, "eta_seconds": 89503.69459605496, "iteration": 146619, "loss_fcos_cls": 0.2401700159534812, "loss_fcos_ctr": 0.6223672847263515, "loss_fcos_loc": 0.19165562791749835, "loss_mask": 0.26435752864927053, "loss_maskiou": 0.00552256637456594, "loss_sem_seg": 0.29980723571497947, "lr": 0.01, "mask_rcnn/accuracy": 0.8848149248554256, "mask_rcnn/false_negative": 0.0879506350227401, "mask_rcnn/false_positive": 0.1137280202531583, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.0, "time": 0.7133678225800395, "total_loss": 1.6324874877464026} {"data_time": 0.010373074561357498, "eta_seconds": 89536.31420036126, "iteration": 146639, "loss_fcos_cls": 0.2546220630174503, "loss_fcos_ctr": 0.6170882852748036, "loss_fcos_loc": 0.18669059284729883, "loss_mask": 0.2627494242042303, "loss_maskiou": 0.005682517672539689, "loss_sem_seg": 0.25063844164833426, "lr": 0.01, "mask_rcnn/accuracy": 0.8884398631945392, "mask_rcnn/false_negative": 0.0821449789563338, "mask_rcnn/false_positive": 0.15304012867611327, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 23.5, "time": 0.7476257877424359, "total_loss": 1.5775151265843306} {"data_time": 0.009881249628961086, "eta_seconds": 89602.15393495653, "iteration": 146659, "loss_fcos_cls": 0.2520160712301731, "loss_fcos_ctr": 0.6215633125975728, "loss_fcos_loc": 0.19638119987212121, "loss_mask": 0.27298761205747724, "loss_maskiou": 0.005848176944709849, "loss_sem_seg": 0.28098399424925447, "lr": 0.01, "mask_rcnn/accuracy": 0.8737169983200654, "mask_rcnn/false_negative": 0.08272076389935454, "mask_rcnn/false_positive": 0.1554750495055014, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 36.0, "time": 0.7409362876787782, "total_loss": 1.654919167944172} {"data_time": 0.009566610679030418, "eta_seconds": 89709.44317542762, "iteration": 146679, "loss_fcos_cls": 0.23810689570382237, "loss_fcos_ctr": 0.6184744979254901, "loss_fcos_loc": 0.18300513573922217, "loss_mask": 0.2678030375391245, "loss_maskiou": 0.005701400448742788, "loss_sem_seg": 0.25713707017712295, "lr": 0.01, "mask_rcnn/accuracy": 0.8850316697454138, "mask_rcnn/false_negative": 0.08483852281858886, "mask_rcnn/false_positive": 0.1426372325241194, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.7340613026171923, "total_loss": 1.568763893970754} {"data_time": 0.010785620659589767, "eta_seconds": 89707.76748242974, "iteration": 146699, "loss_fcos_cls": 0.2541984370909631, "loss_fcos_ctr": 0.6198772024363279, "loss_fcos_loc": 0.1951478668488562, "loss_mask": 0.2586291851475835, "loss_maskiou": 0.005295312774251215, "loss_sem_seg": 0.2583897905424237, "lr": 0.01, "mask_rcnn/accuracy": 0.899467286914766, "mask_rcnn/false_negative": 0.09013857863351396, "mask_rcnn/false_positive": 0.1137364132841007, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.75, "time": 0.7292841002345085, "total_loss": 1.58909910386501} {"data_time": 0.009890376590192318, "eta_seconds": 89693.21646216512, "iteration": 146719, "loss_fcos_cls": 0.2606177399866283, "loss_fcos_ctr": 0.6168992556631565, "loss_fcos_loc": 0.18713470885995775, "loss_mask": 0.27291755098849535, "loss_maskiou": 0.006011233854223974, "loss_sem_seg": 0.2973941881209612, "lr": 0.01, "mask_rcnn/accuracy": 0.8582991473616474, "mask_rcnn/false_negative": 0.10966527912951553, "mask_rcnn/false_positive": 0.1477853292059033, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.5, "time": 0.7246057167649269, "total_loss": 1.6243744416278787} {"data_time": 0.01033160649240017, "eta_seconds": 89659.9886322543, "iteration": 146739, "loss_fcos_cls": 0.23008826980367303, "loss_fcos_ctr": 0.6160936774685979, "loss_fcos_loc": 0.1843993198708631, "loss_mask": 0.2619152385741472, "loss_maskiou": 0.004876932165643666, "loss_sem_seg": 0.2794150458648801, "lr": 0.01, "mask_rcnn/accuracy": 0.8806782884944213, "mask_rcnn/false_negative": 0.0978614327512701, "mask_rcnn/false_positive": 0.14478132464430515, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.75, "time": 0.7152298707515001, "total_loss": 1.5860289578558877} {"data_time": 0.01021444983780384, "eta_seconds": 89645.44064243883, "iteration": 146759, "loss_fcos_cls": 0.259696330409497, "loss_fcos_ctr": 0.6202716520056129, "loss_fcos_loc": 0.19258356792852283, "loss_mask": 0.265209480188787, "loss_maskiou": 0.005652964951877948, "loss_sem_seg": 0.27191778225824237, "lr": 0.01, "mask_rcnn/accuracy": 0.8842673788265306, "mask_rcnn/false_negative": 0.09166708276773616, "mask_rcnn/false_positive": 0.1483435803020914, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.7257761871442199, "total_loss": 1.6283758389108698} {"data_time": 0.010923423804342747, "eta_seconds": 89636.69851460308, "iteration": 146779, "loss_fcos_cls": 0.2630114600760862, "loss_fcos_ctr": 0.6184485955163836, "loss_fcos_loc": 0.1839928508270532, "loss_mask": 0.26046096440404654, "loss_maskiou": 0.005689761906978674, "loss_sem_seg": 0.27942372346296906, "lr": 0.01, "mask_rcnn/accuracy": 0.8747958672276127, "mask_rcnn/false_negative": 0.10500473952759563, "mask_rcnn/false_positive": 0.13173014043387443, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.25, "time": 0.7418787255883217, "total_loss": 1.6201794710650574} {"data_time": 0.01001411210745573, "eta_seconds": 89616.34466280788, "iteration": 146799, "loss_fcos_cls": 0.2546524149365723, "loss_fcos_ctr": 0.6150495151523501, "loss_fcos_loc": 0.19632380409166217, "loss_mask": 0.2575699696317315, "loss_maskiou": 0.005531704715394881, "loss_sem_seg": 0.2841251138597727, "lr": 0.01, "mask_rcnn/accuracy": 0.8723945387898411, "mask_rcnn/false_negative": 0.10144945729655933, "mask_rcnn/false_positive": 0.16828807945270127, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7218899000436068, "total_loss": 1.6350684184290003} {"data_time": 0.00984270591288805, "eta_seconds": 89533.78280560859, "iteration": 146819, "loss_fcos_cls": 0.24373769666999578, "loss_fcos_ctr": 0.6194280525669456, "loss_fcos_loc": 0.18484154244652018, "loss_mask": 0.26018443750217557, "loss_maskiou": 0.0052606317585741635, "loss_sem_seg": 0.2849562526680529, "lr": 0.01, "mask_rcnn/accuracy": 0.8913339510332434, "mask_rcnn/false_negative": 0.0849381207146497, "mask_rcnn/false_positive": 0.11315725622071539, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.5, "time": 0.706894931383431, "total_loss": 1.612094671902014} {"data_time": 0.010802227072417736, "eta_seconds": 89480.60564313177, "iteration": 146839, "loss_fcos_cls": 0.25345871737226844, "loss_fcos_ctr": 0.6180739235132933, "loss_fcos_loc": 0.19511498359497637, "loss_mask": 0.27524799201637506, "loss_maskiou": 0.005649708298733458, "loss_sem_seg": 0.2792661595158279, "lr": 0.01, "mask_rcnn/accuracy": 0.8898185818982152, "mask_rcnn/false_negative": 0.09029409516849417, "mask_rcnn/false_positive": 0.11237599656549419, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.75, "time": 0.72655323240906, "total_loss": 1.635295468280674} {"data_time": 0.010893799364566803, "eta_seconds": 89466.07497098017, "iteration": 146859, "loss_fcos_cls": 0.2551154774846509, "loss_fcos_ctr": 0.6211754018440843, "loss_fcos_loc": 0.19332294422201812, "loss_mask": 0.26888228859752417, "loss_maskiou": 0.005745377609855495, "loss_sem_seg": 0.2595891954842955, "lr": 0.01, "mask_rcnn/accuracy": 0.8693730172235661, "mask_rcnn/false_negative": 0.11033201192718506, "mask_rcnn/false_positive": 0.14213598523564008, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.7291522296145558, "total_loss": 1.6463801348145353} {"data_time": 0.00999072939157486, "eta_seconds": 89465.60812072083, "iteration": 146879, "loss_fcos_cls": 0.2488146664109081, "loss_fcos_ctr": 0.6216860311105847, "loss_fcos_loc": 0.1918789892224595, "loss_mask": 0.25731509644538164, "loss_maskiou": 0.005084048549178988, "loss_sem_seg": 0.26979346107691526, "lr": 0.01, "mask_rcnn/accuracy": 0.8962558625934847, "mask_rcnn/false_negative": 0.09286135304844255, "mask_rcnn/false_positive": 0.11488678050477581, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.0, "time": 0.7317552929744124, "total_loss": 1.5802640186811914} {"data_time": 0.009878472425043583, "eta_seconds": 89437.01362667698, "iteration": 146899, "loss_fcos_cls": 0.2562193946214393, "loss_fcos_ctr": 0.620384743437171, "loss_fcos_loc": 0.2014520177617669, "loss_mask": 0.27179688960313797, "loss_maskiou": 0.005632528584101237, "loss_sem_seg": 0.2807427514344454, "lr": 0.01, "mask_rcnn/accuracy": 0.8868910699873169, "mask_rcnn/false_negative": 0.09638956611535424, "mask_rcnn/false_positive": 0.1141943940565397, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.25, "time": 0.7371014766395092, "total_loss": 1.6478328249359038} {"data_time": 0.01026119850575924, "eta_seconds": 89447.34304133523, "iteration": 146919, "loss_fcos_cls": 0.25645666930358857, "loss_fcos_ctr": 0.618045792914927, "loss_fcos_loc": 0.19625189888756722, "loss_mask": 0.2605725582689047, "loss_maskiou": 0.006080439401557669, "loss_sem_seg": 0.2997177615761757, "lr": 0.01, "mask_rcnn/accuracy": 0.8918301116742994, "mask_rcnn/false_negative": 0.07936408937311905, "mask_rcnn/false_positive": 0.15632185973363857, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.5, "time": 0.7267903927713633, "total_loss": 1.6351871782972012} {"data_time": 0.010264821350574493, "eta_seconds": 89432.80832955334, "iteration": 146939, "loss_fcos_cls": 0.2463094227714464, "loss_fcos_ctr": 0.6188525902107358, "loss_fcos_loc": 0.18973666022066027, "loss_mask": 0.2651064405217767, "loss_maskiou": 0.005947099911281839, "loss_sem_seg": 0.3066555466502905, "lr": 0.01, "mask_rcnn/accuracy": 0.8822981366459628, "mask_rcnn/false_negative": 0.09798891980801828, "mask_rcnn/false_positive": 0.12665400632598733, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.0, "time": 0.7339320844039321, "total_loss": 1.6229292166244704} {"data_time": 0.010074269957840443, "eta_seconds": 89378.56158197112, "iteration": 146959, "loss_fcos_cls": 0.2521128711523488, "loss_fcos_ctr": 0.6196843911893666, "loss_fcos_loc": 0.19649032520828769, "loss_mask": 0.2665118519216776, "loss_maskiou": 0.005329866351530654, "loss_sem_seg": 0.2813545358367264, "lr": 0.01, "mask_rcnn/accuracy": 0.8779122809486284, "mask_rcnn/false_negative": 0.10474441327943762, "mask_rcnn/false_positive": 0.1468114633801209, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.0, "time": 0.7256705295294523, "total_loss": 1.6242241277868743} {"data_time": 0.01007981225848198, "eta_seconds": 89378.8909380706, "iteration": 146979, "loss_fcos_cls": 0.23592809680849314, "loss_fcos_ctr": 0.6178280524909496, "loss_fcos_loc": 0.18468534376006573, "loss_mask": 0.26038264762610197, "loss_maskiou": 0.004795018954609986, "loss_sem_seg": 0.26696990663185716, "lr": 0.01, "mask_rcnn/accuracy": 0.8812579181470159, "mask_rcnn/false_negative": 0.09779699081325816, "mask_rcnn/false_positive": 0.13264212327262181, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.730214579962194, "total_loss": 1.5818580611230573} {"data_time": 0.01048679742962122, "eta_seconds": 89378.41038049385, "iteration": 146999, "loss_fcos_cls": 0.2561735713388771, "loss_fcos_ctr": 0.6172580295242369, "loss_fcos_loc": 0.1922006200766191, "loss_mask": 0.2575954622589052, "loss_maskiou": 0.0057252541882917285, "loss_sem_seg": 0.26558477943763137, "lr": 0.01, "mask_rcnn/accuracy": 0.8902945321699784, "mask_rcnn/false_negative": 0.09491364560363408, "mask_rcnn/false_positive": 0.13579509146241026, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.7329942928627133, "total_loss": 1.5963752562856826} {"data_time": 0.010286868549883366, "eta_seconds": 89379.13806473091, "iteration": 147019, "loss_fcos_cls": 0.2565566587727517, "loss_fcos_ctr": 0.6185762882232666, "loss_fcos_loc": 0.19007115927524865, "loss_mask": 0.25952434074133635, "loss_maskiou": 0.00530550396979379, "loss_sem_seg": 0.29357992531731725, "lr": 0.01, "mask_rcnn/accuracy": 0.8780564521727059, "mask_rcnn/false_negative": 0.1002893795893888, "mask_rcnn/false_positive": 0.14522296785989647, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.5, "time": 0.7316271616145968, "total_loss": 1.6374872975211474} {"data_time": 0.009654227644205093, "eta_seconds": 89326.09959377814, "iteration": 147039, "loss_fcos_cls": 0.2622588397935033, "loss_fcos_ctr": 0.6216223584488034, "loss_fcos_loc": 0.19605116930324584, "loss_mask": 0.2570214606821537, "loss_maskiou": 0.005470584485010477, "loss_sem_seg": 0.2748862870503217, "lr": 0.01, "mask_rcnn/accuracy": 0.8831820788982643, "mask_rcnn/false_negative": 0.09357789339592779, "mask_rcnn/false_positive": 0.1582542608440866, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.7235256871208549, "total_loss": 1.6008377379221201} {"data_time": 0.009737354703247547, "eta_seconds": 89334.81151038036, "iteration": 147059, "loss_fcos_cls": 0.2443387369858101, "loss_fcos_ctr": 0.6183371711522341, "loss_fcos_loc": 0.18909531040117145, "loss_mask": 0.26846696389839053, "loss_maskiou": 0.005563786326092668, "loss_sem_seg": 0.2709434633143246, "lr": 0.01, "mask_rcnn/accuracy": 0.8834702173552347, "mask_rcnn/false_negative": 0.09939095440728268, "mask_rcnn/false_positive": 0.13449106334676647, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.5, "time": 0.739305323921144, "total_loss": 1.5981711038693902} {"data_time": 0.008862286806106567, "eta_seconds": 89358.85194372293, "iteration": 147079, "loss_fcos_cls": 0.26017653511371464, "loss_fcos_ctr": 0.618446902371943, "loss_fcos_loc": 0.1869505683425814, "loss_mask": 0.26227922132238746, "loss_maskiou": 0.005899372321437113, "loss_sem_seg": 0.2850415874272585, "lr": 0.01, "mask_rcnn/accuracy": 0.8744607566972198, "mask_rcnn/false_negative": 0.09362864355711761, "mask_rcnn/false_positive": 0.12803391126204744, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 39.5, "time": 0.7395413052290678, "total_loss": 1.633477165210934} {"data_time": 0.01078482810407877, "eta_seconds": 89366.1824450707, "iteration": 147099, "loss_fcos_cls": 0.2550616447115317, "loss_fcos_ctr": 0.6200151946395636, "loss_fcos_loc": 0.19255050586070865, "loss_mask": 0.26517608715221286, "loss_maskiou": 0.005627255515719298, "loss_sem_seg": 0.29051282024011016, "lr": 0.01, "mask_rcnn/accuracy": 0.8804826608919838, "mask_rcnn/false_negative": 0.09465694827046299, "mask_rcnn/false_positive": 0.14280825741949005, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.5, "time": 0.7279422804713249, "total_loss": 1.6256676671473542} {"data_time": 0.009367699734866619, "eta_seconds": 89377.87865164224, "iteration": 147119, "loss_fcos_cls": 0.23685585567727685, "loss_fcos_ctr": 0.6181519273668528, "loss_fcos_loc": 0.18283392279408872, "loss_mask": 0.2574549335986376, "loss_maskiou": 0.0052503793413052335, "loss_sem_seg": 0.28352911002002656, "lr": 0.01, "mask_rcnn/accuracy": 0.888698354289784, "mask_rcnn/false_negative": 0.09940937844863229, "mask_rcnn/false_positive": 0.13025054462876323, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7388901943340898, "total_loss": 1.5877252719074022} {"data_time": 0.00970335304737091, "eta_seconds": 89369.07266003918, "iteration": 147139, "loss_fcos_cls": 0.24607779132202268, "loss_fcos_ctr": 0.6210966352373362, "loss_fcos_loc": 0.19330370938405395, "loss_mask": 0.2644918654114008, "loss_maskiou": 0.005268777946184855, "loss_sem_seg": 0.27808923879638314, "lr": 0.01, "mask_rcnn/accuracy": 0.8795827259475218, "mask_rcnn/false_negative": 0.10549029840153185, "mask_rcnn/false_positive": 0.14550784765970237, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.5, "time": 0.7393011040985584, "total_loss": 1.6324297773826402} {"data_time": 0.010089837945997715, "eta_seconds": 89348.78452687059, "iteration": 147159, "loss_fcos_cls": 0.24460138357244432, "loss_fcos_ctr": 0.6169765181839466, "loss_fcos_loc": 0.18554074317216873, "loss_mask": 0.24847421469166875, "loss_maskiou": 0.0054307251193677075, "loss_sem_seg": 0.25689342245459557, "lr": 0.01, "mask_rcnn/accuracy": 0.8810633628451381, "mask_rcnn/false_negative": 0.09015436994173523, "mask_rcnn/false_positive": 0.08195143389744161, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 26.5, "time": 0.7221894273534417, "total_loss": 1.5737044012057595} {"data_time": 0.010522742755711079, "eta_seconds": 89349.40092620347, "iteration": 147179, "loss_fcos_cls": 0.24659456009976566, "loss_fcos_ctr": 0.6203716555610299, "loss_fcos_loc": 0.19406077452003956, "loss_mask": 0.2556799352169037, "loss_maskiou": 0.005118767396197654, "loss_sem_seg": 0.28644018713384867, "lr": 0.01, "mask_rcnn/accuracy": 0.8997693038254262, "mask_rcnn/false_negative": 0.09000835167299776, "mask_rcnn/false_positive": 0.11414780318130913, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7375273322686553, "total_loss": 1.6316005973276333} {"data_time": 0.010320279747247696, "eta_seconds": 89366.9825566709, "iteration": 147199, "loss_fcos_cls": 0.23447209387086332, "loss_fcos_ctr": 0.6179746221750975, "loss_fcos_loc": 0.18546032736776397, "loss_mask": 0.24530262919142842, "loss_maskiou": 0.0047321299298346275, "loss_sem_seg": 0.27333044493570924, "lr": 0.01, "mask_rcnn/accuracy": 0.8967681952298991, "mask_rcnn/false_negative": 0.08245986742786442, "mask_rcnn/false_positive": 0.129147239725469, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 38.25, "time": 0.7280847411602736, "total_loss": 1.5720012849997147} {"data_time": 0.009913555346429348, "eta_seconds": 89333.12081161235, "iteration": 147219, "loss_fcos_cls": 0.2528649657033384, "loss_fcos_ctr": 0.61751245893538, "loss_fcos_loc": 0.18184314481914043, "loss_mask": 0.2584550427272916, "loss_maskiou": 0.005432642770756502, "loss_sem_seg": 0.2788151069544256, "lr": 0.01, "mask_rcnn/accuracy": 0.8798672628392017, "mask_rcnn/false_negative": 0.09486430889717239, "mask_rcnn/false_positive": 0.1572494345890667, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.5, "time": 0.7203125339001417, "total_loss": 1.5895407883217558} {"data_time": 0.010246986523270607, "eta_seconds": 89308.69084344339, "iteration": 147239, "loss_fcos_cls": 0.24925744021311402, "loss_fcos_ctr": 0.6218078872188926, "loss_fcos_loc": 0.18668850883841515, "loss_mask": 0.2683600792661309, "loss_maskiou": 0.005544894098420627, "loss_sem_seg": 0.25508381612598896, "lr": 0.01, "mask_rcnn/accuracy": 0.8949205919991758, "mask_rcnn/false_negative": 0.09824818383883441, "mask_rcnn/false_positive": 0.14411811025669408, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.75, "time": 0.7214284427464008, "total_loss": 1.60535494445503} {"data_time": 0.00873424019664526, "eta_seconds": 89315.04302727431, "iteration": 147259, "loss_fcos_cls": 0.24720501201227307, "loss_fcos_ctr": 0.6208495162427425, "loss_fcos_loc": 0.19640085147693753, "loss_mask": 0.2616038075648248, "loss_maskiou": 0.004979497418389656, "loss_sem_seg": 0.28830789495259523, "lr": 0.01, "mask_rcnn/accuracy": 0.8874696869488536, "mask_rcnn/false_negative": 0.07521106054116905, "mask_rcnn/false_positive": 0.1415741194399511, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.75, "time": 0.7242616889998317, "total_loss": 1.63039425414172} {"data_time": 0.010214939713478088, "eta_seconds": 89318.10430890229, "iteration": 147279, "loss_fcos_cls": 0.24850088340463117, "loss_fcos_ctr": 0.6213540313765407, "loss_fcos_loc": 0.19807924621272832, "loss_mask": 0.271181914024055, "loss_maskiou": 0.005468491392093711, "loss_sem_seg": 0.263029889552854, "lr": 0.01, "mask_rcnn/accuracy": 0.8939061735805434, "mask_rcnn/false_negative": 0.080760703853944, "mask_rcnn/false_positive": 0.12933483349082997, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.0, "time": 0.7182926824316382, "total_loss": 1.6056043652060907} {"data_time": 0.011930725537240505, "eta_seconds": 89322.00216436107, "iteration": 147299, "loss_fcos_cls": 0.2552723630797118, "loss_fcos_ctr": 0.6193728018552065, "loss_fcos_loc": 0.1916773928096518, "loss_mask": 0.2750360472127795, "loss_maskiou": 0.006179809119203128, "loss_sem_seg": 0.32041295687668025, "lr": 0.01, "mask_rcnn/accuracy": 0.8968095244391723, "mask_rcnn/false_negative": 0.08339080629883969, "mask_rcnn/false_positive": 0.12690170741120707, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.73097338154912, "total_loss": 1.6299855919569382} {"data_time": 0.008823256008327007, "eta_seconds": 89375.35136180837, "iteration": 147319, "loss_fcos_cls": 0.24255215004086494, "loss_fcos_ctr": 0.6195939248427749, "loss_fcos_loc": 0.19358685170300305, "loss_mask": 0.264048975892365, "loss_maskiou": 0.005073300999356434, "loss_sem_seg": 0.2938314210623503, "lr": 0.01, "mask_rcnn/accuracy": 0.8938016577144581, "mask_rcnn/false_negative": 0.09132091186596006, "mask_rcnn/false_positive": 0.12734286156413238, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.25, "time": 0.7405765457078815, "total_loss": 1.6267279014791711} {"data_time": 0.008651618845760822, "eta_seconds": 89360.7809961671, "iteration": 147339, "loss_fcos_cls": 0.2414053212851286, "loss_fcos_ctr": 0.6185269672423601, "loss_fcos_loc": 0.18963189725764096, "loss_mask": 0.25407977821305394, "loss_maskiou": 0.005242911953246221, "loss_sem_seg": 0.2615930545143783, "lr": 0.01, "mask_rcnn/accuracy": 0.8897011910386312, "mask_rcnn/false_negative": 0.09851749955336164, "mask_rcnn/false_positive": 0.12959369956752015, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.0, "time": 0.730955489911139, "total_loss": 1.5894091560185188} {"data_time": 0.009444727562367916, "eta_seconds": 89366.68392385915, "iteration": 147359, "loss_fcos_cls": 0.2396338329417631, "loss_fcos_ctr": 0.6182847060263157, "loss_fcos_loc": 0.1818370093824342, "loss_mask": 0.2504417123273015, "loss_maskiou": 0.005115228093927726, "loss_sem_seg": 0.25440349988639355, "lr": 0.01, "mask_rcnn/accuracy": 0.8749867883177642, "mask_rcnn/false_negative": 0.10067359640691236, "mask_rcnn/false_positive": 0.1339067918559054, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.749082401394844, "total_loss": 1.5725957462054794} {"data_time": 0.009347520768642426, "eta_seconds": 89319.5931095602, "iteration": 147379, "loss_fcos_cls": 0.24567304365336895, "loss_fcos_ctr": 0.6205626735463738, "loss_fcos_loc": 0.1926766928518191, "loss_mask": 0.25929041812196374, "loss_maskiou": 0.005431890702311648, "loss_sem_seg": 0.29339968226850033, "lr": 0.01, "mask_rcnn/accuracy": 0.8715732106239624, "mask_rcnn/false_negative": 0.0891640381216009, "mask_rcnn/false_positive": 0.13788808109908052, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.713984115049243, "total_loss": 1.6258720119585632} {"data_time": 0.009866487234830856, "eta_seconds": 89255.35502605978, "iteration": 147399, "loss_fcos_cls": 0.2591092751827091, "loss_fcos_ctr": 0.6184807466343045, "loss_fcos_loc": 0.19735313032288104, "loss_mask": 0.2706920253112912, "loss_maskiou": 0.00539429132368241, "loss_sem_seg": 0.27271841559559107, "lr": 0.01, "mask_rcnn/accuracy": 0.8712803069945927, "mask_rcnn/false_negative": 0.11947195509602643, "mask_rcnn/false_positive": 0.11988536525993701, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7186253583058715, "total_loss": 1.5972382009658759} {"data_time": 0.009467230178415775, "eta_seconds": 89255.79373351485, "iteration": 147419, "loss_fcos_cls": 0.25443195865955204, "loss_fcos_ctr": 0.6203252340201288, "loss_fcos_loc": 0.1995332296937704, "loss_mask": 0.2816313933581114, "loss_maskiou": 0.005889156618650304, "loss_sem_seg": 0.28977485885843635, "lr": 0.01, "mask_rcnn/accuracy": 0.8823304342733733, "mask_rcnn/false_negative": 0.10503462103734981, "mask_rcnn/false_positive": 0.12143264419756128, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.25, "time": 0.7301816139370203, "total_loss": 1.644806486176094} {"data_time": 0.009662657976150513, "eta_seconds": 89210.86850224994, "iteration": 147439, "loss_fcos_cls": 0.24217165168374777, "loss_fcos_ctr": 0.6208532229065895, "loss_fcos_loc": 0.19741877634078264, "loss_mask": 0.2693302957341075, "loss_maskiou": 0.005555300536798313, "loss_sem_seg": 0.26687967125326395, "lr": 0.01, "mask_rcnn/accuracy": 0.8896550807823129, "mask_rcnn/false_negative": 0.09337683717981322, "mask_rcnn/false_positive": 0.12826592876578924, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.5, "time": 0.71808295045048, "total_loss": 1.6232089796176297} {"data_time": 0.009618842974305153, "eta_seconds": 89196.31071167998, "iteration": 147459, "loss_fcos_cls": 0.23368144291453063, "loss_fcos_ctr": 0.6168104554526508, "loss_fcos_loc": 0.19203769485466182, "loss_mask": 0.26178575679659843, "loss_maskiou": 0.005265098909148946, "loss_sem_seg": 0.2513918711338192, "lr": 0.01, "mask_rcnn/accuracy": 0.8771388263097447, "mask_rcnn/false_negative": 0.09471948388432658, "mask_rcnn/false_positive": 0.14190223963903525, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.0, "time": 0.7179061332717538, "total_loss": 1.5954401757844607} {"data_time": 0.009519686922430992, "eta_seconds": 89197.84936485346, "iteration": 147479, "loss_fcos_cls": 0.23254370701033622, "loss_fcos_ctr": 0.6180225564166903, "loss_fcos_loc": 0.18789698474574834, "loss_mask": 0.2553073978051543, "loss_maskiou": 0.005151666318852222, "loss_sem_seg": 0.26147301495075226, "lr": 0.01, "mask_rcnn/accuracy": 0.8797565131124914, "mask_rcnn/false_negative": 0.10151626754259498, "mask_rcnn/false_positive": 0.13556865699299853, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.75, "time": 0.7270537372678518, "total_loss": 1.5736421804467682} {"data_time": 0.01025577262043953, "eta_seconds": 89176.40921538044, "iteration": 147499, "loss_fcos_cls": 0.2549365086015314, "loss_fcos_ctr": 0.620378352701664, "loss_fcos_loc": 0.19439392816275358, "loss_mask": 0.26596198230981827, "loss_maskiou": 0.005128957360284403, "loss_sem_seg": 0.2815325391711667, "lr": 0.01, "mask_rcnn/accuracy": 0.8967182073251241, "mask_rcnn/false_negative": 0.08678086867698295, "mask_rcnn/false_positive": 0.13604318646007274, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.5, "time": 0.721690927632153, "total_loss": 1.6247169927228242} {"data_time": 0.010476604104042053, "eta_seconds": 89168.72852863278, "iteration": 147519, "loss_fcos_cls": 0.24834951770026237, "loss_fcos_ctr": 0.6163732982240617, "loss_fcos_loc": 0.1875421100994572, "loss_mask": 0.2692213235422969, "loss_maskiou": 0.0054613163592875935, "loss_sem_seg": 0.23479587212204933, "lr": 0.01, "mask_rcnn/accuracy": 0.871695432219334, "mask_rcnn/false_negative": 0.1426041520305445, "mask_rcnn/false_positive": 0.1134822721749821, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 24.25, "time": 0.7244200594723225, "total_loss": 1.5688262266266975} {"data_time": 0.00946169625967741, "eta_seconds": 89182.01484197378, "iteration": 147539, "loss_fcos_cls": 0.25123791687656194, "loss_fcos_ctr": 0.6187798483297229, "loss_fcos_loc": 0.18522461573593318, "loss_mask": 0.2598208663985133, "loss_maskiou": 0.005398820263508242, "loss_sem_seg": 0.29526893491856754, "lr": 0.01, "mask_rcnn/accuracy": 0.87599886091958, "mask_rcnn/false_negative": 0.09693360746882917, "mask_rcnn/false_positive": 0.14972139020159572, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.7331304755061865, "total_loss": 1.5827957735673408} {"data_time": 0.010383538901805878, "eta_seconds": 89172.86639920995, "iteration": 147559, "loss_fcos_cls": 0.262213921174407, "loss_fcos_ctr": 0.6210363712161779, "loss_fcos_loc": 0.1948589705862105, "loss_mask": 0.2623096341267228, "loss_maskiou": 0.0053130393353058025, "loss_sem_seg": 0.30967709608376026, "lr": 0.01, "mask_rcnn/accuracy": 0.8673055261065465, "mask_rcnn/false_negative": 0.10047122424804827, "mask_rcnn/false_positive": 0.15931431537889307, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7362693613395095, "total_loss": 1.6874566543992842} {"data_time": 0.009973546490073204, "eta_seconds": 89125.04727430176, "iteration": 147579, "loss_fcos_cls": 0.24347228556871414, "loss_fcos_ctr": 0.6200252175331116, "loss_fcos_loc": 0.19647907686885446, "loss_mask": 0.2609857050701976, "loss_maskiou": 0.004872487177635776, "loss_sem_seg": 0.29736943915486336, "lr": 0.01, "mask_rcnn/accuracy": 0.8818803963893249, "mask_rcnn/false_negative": 0.08882500337311382, "mask_rcnn/false_positive": 0.16624957301937104, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.75, "time": 0.7261479860171676, "total_loss": 1.5957619489781791} {"data_time": 0.009171508252620697, "eta_seconds": 89138.31994408369, "iteration": 147599, "loss_fcos_cls": 0.2508942271815613, "loss_fcos_ctr": 0.620672520250082, "loss_fcos_loc": 0.1966118135023862, "loss_mask": 0.26947785168886185, "loss_maskiou": 0.005191934185859282, "loss_sem_seg": 0.2987935305573046, "lr": 0.01, "mask_rcnn/accuracy": 0.8820986047480217, "mask_rcnn/false_negative": 0.0891429093389232, "mask_rcnn/false_positive": 0.120964597388816, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.5, "time": 0.7150717712938786, "total_loss": 1.635399252481875} {"data_time": 0.009708919562399387, "eta_seconds": 89095.92643808108, "iteration": 147619, "loss_fcos_cls": 0.25060814525932074, "loss_fcos_ctr": 0.6219193711876869, "loss_fcos_loc": 0.19194652268197387, "loss_mask": 0.2488871794193983, "loss_maskiou": 0.0049589828922762536, "loss_sem_seg": 0.2894398816861212, "lr": 0.01, "mask_rcnn/accuracy": 0.8859202374558846, "mask_rcnn/false_negative": 0.08762599293703954, "mask_rcnn/false_positive": 0.1389927254057533, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.0, "time": 0.7068964838981628, "total_loss": 1.597243153497402} {"data_time": 0.009495440870523453, "eta_seconds": 89074.494151094, "iteration": 147639, "loss_fcos_cls": 0.24714254250284284, "loss_fcos_ctr": 0.6211757734417915, "loss_fcos_loc": 0.19355432409793139, "loss_mask": 0.2788126114755869, "loss_maskiou": 0.006167246901895851, "loss_sem_seg": 0.2504742972087115, "lr": 0.01, "mask_rcnn/accuracy": 0.8873104259624998, "mask_rcnn/false_negative": 0.09581018431393384, "mask_rcnn/false_positive": 0.12480761207855848, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.75, "time": 0.73592315800488, "total_loss": 1.6037304616620531} {"data_time": 0.00993418786674738, "eta_seconds": 89003.1406267276, "iteration": 147659, "loss_fcos_cls": 0.24237257381901145, "loss_fcos_ctr": 0.6181627437472343, "loss_fcos_loc": 0.1898436069022864, "loss_mask": 0.2677742335945368, "loss_maskiou": 0.005065343877504347, "loss_sem_seg": 0.27381153125315905, "lr": 0.01, "mask_rcnn/accuracy": 0.8831579506802721, "mask_rcnn/false_negative": 0.09641315455896558, "mask_rcnn/false_positive": 0.14912070187608945, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.75, "time": 0.717830597423017, "total_loss": 1.6002307552698767} {"data_time": 0.010165170766413212, "eta_seconds": 88953.32430645917, "iteration": 147679, "loss_fcos_cls": 0.2643635191489011, "loss_fcos_ctr": 0.6200626073405147, "loss_fcos_loc": 0.19518121797591448, "loss_mask": 0.2639823677018285, "loss_maskiou": 0.006139031167549547, "loss_sem_seg": 0.29617908457294106, "lr": 0.01, "mask_rcnn/accuracy": 0.8971435930141287, "mask_rcnn/false_negative": 0.08462428966568866, "mask_rcnn/false_positive": 0.13263409575210677, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.5, "time": 0.7100955508649349, "total_loss": 1.6414601300130016} {"data_time": 0.0101237241178751, "eta_seconds": 88884.93315597251, "iteration": 147699, "loss_fcos_cls": 0.26217196066863835, "loss_fcos_ctr": 0.6187634011730552, "loss_fcos_loc": 0.1938203319441527, "loss_mask": 0.27235841657966375, "loss_maskiou": 0.005845388994202949, "loss_sem_seg": 0.3008223818615079, "lr": 0.01, "mask_rcnn/accuracy": 0.8987285623597694, "mask_rcnn/false_negative": 0.09122105727614632, "mask_rcnn/false_positive": 0.12933609290449036, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.75, "time": 0.715561087243259, "total_loss": 1.6462800890876679} {"data_time": 0.009935228154063225, "eta_seconds": 88898.74901809078, "iteration": 147719, "loss_fcos_cls": 0.24587281397543848, "loss_fcos_ctr": 0.6172979287803173, "loss_fcos_loc": 0.1798171028494835, "loss_mask": 0.26404117699712515, "loss_maskiou": 0.005487906637426931, "loss_sem_seg": 0.310341012198478, "lr": 0.01, "mask_rcnn/accuracy": 0.8939521586076336, "mask_rcnn/false_negative": 0.08607273137466698, "mask_rcnn/false_positive": 0.12644460708794164, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 35.25, "time": 0.731328722089529, "total_loss": 1.6174394514237065} {"data_time": 0.010303801856935024, "eta_seconds": 88935.55929511879, "iteration": 147739, "loss_fcos_cls": 0.23849124740809202, "loss_fcos_ctr": 0.6204932294785976, "loss_fcos_loc": 0.18743506271857768, "loss_mask": 0.2692990181967616, "loss_maskiou": 0.005399651308835018, "loss_sem_seg": 0.30001285392791033, "lr": 0.01, "mask_rcnn/accuracy": 0.8894950742048957, "mask_rcnn/false_negative": 0.08924774041079772, "mask_rcnn/false_positive": 0.1469598528598502, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.75, "time": 0.7321700910106301, "total_loss": 1.6148225519064} {"data_time": 0.009869147092103958, "eta_seconds": 88903.97231504135, "iteration": 147759, "loss_fcos_cls": 0.24709589127451181, "loss_fcos_ctr": 0.6174640422686934, "loss_fcos_loc": 0.19155453576240689, "loss_mask": 0.2648447696119547, "loss_maskiou": 0.006006264702591579, "loss_sem_seg": 0.2761123557575047, "lr": 0.01, "mask_rcnn/accuracy": 0.8844273155833307, "mask_rcnn/false_negative": 0.0949136884283783, "mask_rcnn/false_positive": 0.13980981125562517, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.5, "time": 0.7230974240228534, "total_loss": 1.6024790537230729} {"data_time": 0.010351208969950676, "eta_seconds": 88873.91312117502, "iteration": 147779, "loss_fcos_cls": 0.24365734262391925, "loss_fcos_ctr": 0.6191243007779121, "loss_fcos_loc": 0.18639992736279964, "loss_mask": 0.2563520176336169, "loss_maskiou": 0.005782231222838163, "loss_sem_seg": 0.2714348353911191, "lr": 0.01, "mask_rcnn/accuracy": 0.8869301035963166, "mask_rcnn/false_negative": 0.1039306791066406, "mask_rcnn/false_positive": 0.14050435533027686, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.5, "time": 0.7138315439224243, "total_loss": 1.5612868104199151} {"data_time": 0.0099658677354455, "eta_seconds": 88834.28076313529, "iteration": 147799, "loss_fcos_cls": 0.2490856780204922, "loss_fcos_ctr": 0.6209622654132545, "loss_fcos_loc": 0.19039920321665704, "loss_mask": 0.2690121103078127, "loss_maskiou": 0.005655589629895985, "loss_sem_seg": 0.3102426193654537, "lr": 0.01, "mask_rcnn/accuracy": 0.8994732308507818, "mask_rcnn/false_negative": 0.08732037305624112, "mask_rcnn/false_positive": 0.10881243653192628, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.75, "time": 0.712886611931026, "total_loss": 1.6413940163129155} {"data_time": 0.00894040148705244, "eta_seconds": 88797.72052501515, "iteration": 147819, "loss_fcos_cls": 0.2532859828788787, "loss_fcos_ctr": 0.6217761738225818, "loss_fcos_loc": 0.19846768560819328, "loss_mask": 0.2692717546597123, "loss_maskiou": 0.005625017653073883, "loss_sem_seg": 0.29848722368478775, "lr": 0.01, "mask_rcnn/accuracy": 0.8716950194712032, "mask_rcnn/false_negative": 0.08363175376075613, "mask_rcnn/false_positive": 0.1770902901158642, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7051178514957428, "total_loss": 1.6840820575816906} {"data_time": 0.011602908372879028, "eta_seconds": 88765.75737169944, "iteration": 147839, "loss_fcos_cls": 0.25983746140263975, "loss_fcos_ctr": 0.619140547234565, "loss_fcos_loc": 0.19607888802420348, "loss_mask": 0.2744499226100743, "loss_maskiou": 0.005066108316896134, "loss_sem_seg": 0.28969152458012104, "lr": 0.01, "mask_rcnn/accuracy": 0.8995627698194663, "mask_rcnn/false_negative": 0.061523474082599054, "mask_rcnn/false_positive": 0.13412063130044855, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7171274423599243, "total_loss": 1.642400713841198} {"data_time": 0.010538512840867043, "eta_seconds": 88719.62247451209, "iteration": 147859, "loss_fcos_cls": 0.25613343715667725, "loss_fcos_ctr": 0.6207604082301259, "loss_fcos_loc": 0.1927225092658773, "loss_mask": 0.2642548601143062, "loss_maskiou": 0.005324399549863301, "loss_sem_seg": 0.2657951763831079, "lr": 0.01, "mask_rcnn/accuracy": 0.9038624587261805, "mask_rcnn/false_negative": 0.0794440058914915, "mask_rcnn/false_positive": 0.1270970090010133, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.0, "time": 0.7238436965271831, "total_loss": 1.5991891867888626} {"data_time": 0.00959665048867464, "eta_seconds": 88679.95665567555, "iteration": 147879, "loss_fcos_cls": 0.2374883861048147, "loss_fcos_ctr": 0.6167254969477654, "loss_fcos_loc": 0.1849984407890588, "loss_mask": 0.26540870498865843, "loss_maskiou": 0.005327941720679519, "loss_sem_seg": 0.2699971878901124, "lr": 0.01, "mask_rcnn/accuracy": 0.8854774052478134, "mask_rcnn/false_negative": 0.07563609310553616, "mask_rcnn/false_positive": 0.15361602536376406, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.75, "time": 0.7208792138844728, "total_loss": 1.5637716538112727} {"data_time": 0.010126822628080845, "eta_seconds": 88577.48710894678, "iteration": 147899, "loss_fcos_cls": 0.2411716664209962, "loss_fcos_ctr": 0.6212243256159127, "loss_fcos_loc": 0.18390566331800073, "loss_mask": 0.2505175331607461, "loss_maskiou": 0.005625073114060797, "loss_sem_seg": 0.2797707696445286, "lr": 0.01, "mask_rcnn/accuracy": 0.8858997670262867, "mask_rcnn/false_negative": 0.08674117928664543, "mask_rcnn/false_positive": 0.14119885140963823, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.5, "time": 0.7233352744951844, "total_loss": 1.6182041030479013} {"data_time": 0.009626754559576511, "eta_seconds": 88593.49887381867, "iteration": 147919, "loss_fcos_cls": 0.2512249667197466, "loss_fcos_ctr": 0.6178328339010477, "loss_fcos_loc": 0.1798458577832207, "loss_mask": 0.24875546619296074, "loss_maskiou": 0.005206677960813977, "loss_sem_seg": 0.2820643513696268, "lr": 0.01, "mask_rcnn/accuracy": 0.890677733357494, "mask_rcnn/false_negative": 0.08611528378796734, "mask_rcnn/false_positive": 0.11075629427581385, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.5, "time": 0.7443083506077528, "total_loss": 1.5883823045169265} {"data_time": 0.010308267548680305, "eta_seconds": 88548.4693328077, "iteration": 147939, "loss_fcos_cls": 0.24113767128437757, "loss_fcos_ctr": 0.618773209862411, "loss_fcos_loc": 0.18902510730549693, "loss_mask": 0.26915840059518814, "loss_maskiou": 0.005207985428569373, "loss_sem_seg": 0.23562358226627111, "lr": 0.01, "mask_rcnn/accuracy": 0.8805863680858681, "mask_rcnn/false_negative": 0.09190880085710208, "mask_rcnn/false_positive": 0.1628027605818121, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.0, "time": 0.7380952863022685, "total_loss": 1.5420746426098049} {"data_time": 0.010082351043820381, "eta_seconds": 88564.47109754756, "iteration": 147959, "loss_fcos_cls": 0.23055729386396706, "loss_fcos_ctr": 0.6167214675806463, "loss_fcos_loc": 0.1789865349419415, "loss_mask": 0.2456350987777114, "loss_maskiou": 0.004932326890411787, "loss_sem_seg": 0.2888599722646177, "lr": 0.01, "mask_rcnn/accuracy": 0.8908654863278151, "mask_rcnn/false_negative": 0.08648631885694852, "mask_rcnn/false_positive": 0.12528108817091413, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.25, "time": 0.7273248555138707, "total_loss": 1.5893146551961763} {"data_time": 0.010919502936303616, "eta_seconds": 88486.22420408577, "iteration": 147979, "loss_fcos_cls": 0.23667304497212172, "loss_fcos_ctr": 0.6188320177607238, "loss_fcos_loc": 0.18560087971854955, "loss_mask": 0.24774346593767405, "loss_maskiou": 0.005034623245592229, "loss_sem_seg": 0.24142980040051043, "lr": 0.01, "mask_rcnn/accuracy": 0.9001785235670253, "mask_rcnn/false_negative": 0.07722705398037588, "mask_rcnn/false_positive": 0.12565979855533893, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.7141618393361568, "total_loss": 1.5962222400703467} {"data_time": 0.010741528123617172, "eta_seconds": 88450.95435794536, "iteration": 147999, "loss_fcos_cls": 0.23973440285772085, "loss_fcos_ctr": 0.6174245765432715, "loss_fcos_loc": 0.19039160781539977, "loss_mask": 0.2621473232284188, "loss_maskiou": 0.006203078191902023, "loss_sem_seg": 0.2596618728712201, "lr": 0.01, "mask_rcnn/accuracy": 0.8659067204973674, "mask_rcnn/false_negative": 0.08967083863111185, "mask_rcnn/false_positive": 0.16198014524322887, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.25, "time": 0.7198082683607936, "total_loss": 1.5615436047592084} {"data_time": 0.010844704695045948, "eta_seconds": 88418.8330295952, "iteration": 148019, "loss_fcos_cls": 0.2319134286371991, "loss_fcos_ctr": 0.6213832343928516, "loss_fcos_loc": 0.19965513632632792, "loss_mask": 0.2537310216575861, "loss_maskiou": 0.0050515760376583785, "loss_sem_seg": 0.2805188447237015, "lr": 0.01, "mask_rcnn/accuracy": 0.8860739933492657, "mask_rcnn/false_negative": 0.08986876051758669, "mask_rcnn/false_positive": 0.11557065796794093, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.25, "time": 0.712640087120235, "total_loss": 1.627287157018145} {"data_time": 0.00995759665966034, "eta_seconds": 88410.95538970735, "iteration": 148039, "loss_fcos_cls": 0.24008483602665365, "loss_fcos_ctr": 0.6196262370795012, "loss_fcos_loc": 0.18438979174243286, "loss_mask": 0.24899053014814854, "loss_maskiou": 0.004511865823587868, "loss_sem_seg": 0.2556823627091944, "lr": 0.01, "mask_rcnn/accuracy": 0.8991864693039278, "mask_rcnn/false_negative": 0.09082289708406197, "mask_rcnn/false_positive": 0.10269691376018304, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.7248005792498589, "total_loss": 1.5300366515366477} {"data_time": 0.010624373331665993, "eta_seconds": 88332.59797068313, "iteration": 148059, "loss_fcos_cls": 0.2425262974575162, "loss_fcos_ctr": 0.6184359299950302, "loss_fcos_loc": 0.1905168853700161, "loss_mask": 0.2577956556342542, "loss_maskiou": 0.005255444601061754, "loss_sem_seg": 0.23456514137797058, "lr": 0.01, "mask_rcnn/accuracy": 0.8891612780643393, "mask_rcnn/false_negative": 0.09604913633735988, "mask_rcnn/false_positive": 0.1395054952076988, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.75, "time": 0.7107878774404526, "total_loss": 1.5589756695408141} {"data_time": 0.01007202547043562, "eta_seconds": 88289.42826850526, "iteration": 148079, "loss_fcos_cls": 0.23564717057161033, "loss_fcos_ctr": 0.6174607509747148, "loss_fcos_loc": 0.18978675664402544, "loss_mask": 0.25016901502385736, "loss_maskiou": 0.005313362788001541, "loss_sem_seg": 0.2542050085030496, "lr": 0.01, "mask_rcnn/accuracy": 0.8921283747874149, "mask_rcnn/false_negative": 0.09733354150540395, "mask_rcnn/false_positive": 0.12026320270777538, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.0, "time": 0.7264300044625998, "total_loss": 1.5821974855425651} {"data_time": 0.010538438335061073, "eta_seconds": 88267.09115302283, "iteration": 148099, "loss_fcos_cls": 0.23801671841647476, "loss_fcos_ctr": 0.6195543836802244, "loss_fcos_loc": 0.18669443155522458, "loss_mask": 0.2604854451492429, "loss_maskiou": 0.005481624786625616, "loss_sem_seg": 0.263822128996253, "lr": 0.01, "mask_rcnn/accuracy": 0.9003643925518925, "mask_rcnn/false_negative": 0.06607775837693985, "mask_rcnn/false_positive": 0.1313748495788207, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.0, "time": 0.7246323712170124, "total_loss": 1.5662070403595862} {"data_time": 0.010511096566915512, "eta_seconds": 88242.00069265533, "iteration": 148119, "loss_fcos_cls": 0.23558557406067848, "loss_fcos_ctr": 0.6181898573413491, "loss_fcos_loc": 0.18704848503693938, "loss_mask": 0.26229082979261875, "loss_maskiou": 0.004696918738773093, "loss_sem_seg": 0.2513925489038229, "lr": 0.01, "mask_rcnn/accuracy": 0.8835894476838355, "mask_rcnn/false_negative": 0.0924372614837749, "mask_rcnn/false_positive": 0.1470271034207655, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.0, "time": 0.7202056106179953, "total_loss": 1.5810825474909507} {"data_time": 0.009897518903017044, "eta_seconds": 88170.23506282456, "iteration": 148139, "loss_fcos_cls": 0.23101985012181103, "loss_fcos_ctr": 0.6187507808208466, "loss_fcos_loc": 0.18293558596633375, "loss_mask": 0.25660854019224644, "loss_maskiou": 0.0051543639856390655, "loss_sem_seg": 0.2481846024747938, "lr": 0.01, "mask_rcnn/accuracy": 0.893896894343323, "mask_rcnn/false_negative": 0.09035427617145206, "mask_rcnn/false_positive": 0.13019892279584794, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.0, "time": 0.7225254569202662, "total_loss": 1.5284447726298822} {"data_time": 0.00883490964770317, "eta_seconds": 88138.31769611128, "iteration": 148159, "loss_fcos_cls": 0.24430370004847646, "loss_fcos_ctr": 0.6186641827225685, "loss_fcos_loc": 0.19223493587924168, "loss_mask": 0.25304061314091086, "loss_maskiou": 0.005410929530626163, "loss_sem_seg": 0.24253343045711517, "lr": 0.01, "mask_rcnn/accuracy": 0.8938318017265385, "mask_rcnn/false_negative": 0.10095253696591414, "mask_rcnn/false_positive": 0.1430940274703032, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7059517558664083, "total_loss": 1.5675665033904806} {"data_time": 0.00987048540264368, "eta_seconds": 88056.58301599044, "iteration": 148179, "loss_fcos_cls": 0.2320311381481588, "loss_fcos_ctr": 0.617984470911324, "loss_fcos_loc": 0.1858568013412878, "loss_mask": 0.250874743796885, "loss_maskiou": 0.004670932918088511, "loss_sem_seg": 0.2634407498408109, "lr": 0.01, "mask_rcnn/accuracy": 0.9099650869201361, "mask_rcnn/false_negative": 0.07705694447190813, "mask_rcnn/false_positive": 0.11847972695381201, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.75, "time": 0.7123159021139145, "total_loss": 1.5561512726562796} {"data_time": 0.009967781603336334, "eta_seconds": 88098.19897242635, "iteration": 148199, "loss_fcos_cls": 0.23175621521659195, "loss_fcos_ctr": 0.6176742436364293, "loss_fcos_loc": 0.18705033184960485, "loss_mask": 0.2706130323931575, "loss_maskiou": 0.005557131087698508, "loss_sem_seg": 0.23344674054533243, "lr": 0.01, "mask_rcnn/accuracy": 0.880127912601991, "mask_rcnn/false_negative": 0.10393395579772685, "mask_rcnn/false_positive": 0.14759436295015932, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 42.25, "time": 0.7317482652142644, "total_loss": 1.5404404734654236} {"data_time": 0.010628167539834976, "eta_seconds": 88094.91441592015, "iteration": 148219, "loss_fcos_cls": 0.23411344457417727, "loss_fcos_ctr": 0.6162517098709941, "loss_fcos_loc": 0.18960785528179258, "loss_mask": 0.2552330521866679, "loss_maskiou": 0.005158491650945507, "loss_sem_seg": 0.2729784492403269, "lr": 0.01, "mask_rcnn/accuracy": 0.8986812143860092, "mask_rcnn/false_negative": 0.0848988016454976, "mask_rcnn/false_positive": 0.12915674451285597, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7262354074046016, "total_loss": 1.5847845604730537} {"data_time": 0.009094043634831905, "eta_seconds": 88097.88194323517, "iteration": 148239, "loss_fcos_cls": 0.23820268083363771, "loss_fcos_ctr": 0.6181378439068794, "loss_fcos_loc": 0.17951490049017593, "loss_mask": 0.2673904891125858, "loss_maskiou": 0.005241528939222917, "loss_sem_seg": 0.27708881068974733, "lr": 0.01, "mask_rcnn/accuracy": 0.8998680741351419, "mask_rcnn/false_negative": 0.08289714838208792, "mask_rcnn/false_positive": 0.12193853926907043, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.75, "time": 0.7264895541593432, "total_loss": 1.575947522513161} {"data_time": 0.009603522717952728, "eta_seconds": 88070.83644119743, "iteration": 148259, "loss_fcos_cls": 0.2302645887248218, "loss_fcos_ctr": 0.6178770791739225, "loss_fcos_loc": 0.18322322599124163, "loss_mask": 0.25928352028131485, "loss_maskiou": 0.0046510410393239, "loss_sem_seg": 0.2680278178304434, "lr": 0.01, "mask_rcnn/accuracy": 0.9052905328798186, "mask_rcnn/false_negative": 0.07432953289439614, "mask_rcnn/false_positive": 0.11234745997678566, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 23.0, "time": 0.7153419218957424, "total_loss": 1.5862165996441036} {"data_time": 0.009310517460107803, "eta_seconds": 88051.51113572903, "iteration": 148279, "loss_fcos_cls": 0.2329759958665818, "loss_fcos_ctr": 0.6199034452438354, "loss_fcos_loc": 0.1915637729689479, "loss_mask": 0.26527557894587517, "loss_maskiou": 0.005379817317589186, "loss_sem_seg": 0.2633981860417407, "lr": 0.01, "mask_rcnn/accuracy": 0.89717951054048, "mask_rcnn/false_negative": 0.08878978798639905, "mask_rcnn/false_positive": 0.12275937745055328, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.7219457495957613, "total_loss": 1.5869952911598375} {"data_time": 0.009668751619756222, "eta_seconds": 87995.57937339507, "iteration": 148299, "loss_fcos_cls": 0.23019619612023234, "loss_fcos_ctr": 0.6177909094840288, "loss_fcos_loc": 0.18661177717149258, "loss_mask": 0.262960618827492, "loss_maskiou": 0.0062446235551760765, "loss_sem_seg": 0.26654097950086, "lr": 0.01, "mask_rcnn/accuracy": 0.8871723258268824, "mask_rcnn/false_negative": 0.07312972932830991, "mask_rcnn/false_positive": 0.13959877167973198, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 24.75, "time": 0.7116525443270802, "total_loss": 1.6069126288493862} {"data_time": 0.009575528092682362, "eta_seconds": 87844.13840541802, "iteration": 148319, "loss_fcos_cls": 0.23626439040526748, "loss_fcos_ctr": 0.6175258434377611, "loss_fcos_loc": 0.1934030910488218, "loss_mask": 0.2544884253293276, "loss_maskiou": 0.004780565446708351, "loss_sem_seg": 0.27622813708148897, "lr": 0.01, "mask_rcnn/accuracy": 0.8911855953900925, "mask_rcnn/false_negative": 0.09648504397275506, "mask_rcnn/false_positive": 0.09909509711446557, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.705856735818088, "total_loss": 1.598783131747041} {"data_time": 0.010570883750915527, "eta_seconds": 87904.56180072296, "iteration": 148339, "loss_fcos_cls": 0.2522735770326108, "loss_fcos_ctr": 0.6180071793496609, "loss_fcos_loc": 0.19269982259720564, "loss_mask": 0.25447251414880157, "loss_maskiou": 0.005048294871812686, "loss_sem_seg": 0.26435119030065835, "lr": 0.01, "mask_rcnn/accuracy": 0.8807116122964338, "mask_rcnn/false_negative": 0.10004800203013414, "mask_rcnn/false_positive": 0.141417214583202, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.75, "time": 0.7377049857750535, "total_loss": 1.59534492475359} {"data_time": 0.009222712367773056, "eta_seconds": 87826.64847312123, "iteration": 148359, "loss_fcos_cls": 0.23802314000204206, "loss_fcos_ctr": 0.6179958833381534, "loss_fcos_loc": 0.18299051659414545, "loss_mask": 0.26735908491536975, "loss_maskiou": 0.0049696415717335185, "loss_sem_seg": 0.2501056822948158, "lr": 0.01, "mask_rcnn/accuracy": 0.8821739013065544, "mask_rcnn/false_negative": 0.08630581689547068, "mask_rcnn/false_positive": 0.1607768311311641, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.0, "time": 0.7230247836560011, "total_loss": 1.5619512476150703} {"data_time": 0.010139149613678455, "eta_seconds": 87875.66032471973, "iteration": 148379, "loss_fcos_cls": 0.23527192999608815, "loss_fcos_ctr": 0.6177600026130676, "loss_fcos_loc": 0.18698109057731926, "loss_mask": 0.2543440065346658, "loss_maskiou": 0.004726899740489898, "loss_sem_seg": 0.23239468643441796, "lr": 0.01, "mask_rcnn/accuracy": 0.8723893312639179, "mask_rcnn/false_negative": 0.10305834438541867, "mask_rcnn/false_positive": 0.1291638294475329, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.0, "time": 0.7270895149558783, "total_loss": 1.5428765595861478} {"data_time": 0.009881573729217052, "eta_seconds": 87892.97931438033, "iteration": 148399, "loss_fcos_cls": 0.23188250488601625, "loss_fcos_ctr": 0.6175171658396721, "loss_fcos_loc": 0.18056492297910154, "loss_mask": 0.24667736515402794, "loss_maskiou": 0.004900889598502545, "loss_sem_seg": 0.2840384030714631, "lr": 0.01, "mask_rcnn/accuracy": 0.8934381929046563, "mask_rcnn/false_negative": 0.08957593044328795, "mask_rcnn/false_positive": 0.12485917279336409, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.5, "time": 0.7271035434678197, "total_loss": 1.5580893445803667} {"data_time": 0.009467297233641148, "eta_seconds": 87830.85078080837, "iteration": 148419, "loss_fcos_cls": 0.23007219191640615, "loss_fcos_ctr": 0.6199303949251771, "loss_fcos_loc": 0.18848258844809607, "loss_mask": 0.2613829728215933, "loss_maskiou": 0.005277940726955421, "loss_sem_seg": 0.2850281735882163, "lr": 0.01, "mask_rcnn/accuracy": 0.8688150750111957, "mask_rcnn/false_negative": 0.08859172785641939, "mask_rcnn/false_positive": 0.14883713386591285, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.75, "time": 0.7122113406658173, "total_loss": 1.6033811333181802} {"data_time": 0.009447398595511913, "eta_seconds": 87884.99381346535, "iteration": 148439, "loss_fcos_cls": 0.24295265856198967, "loss_fcos_ctr": 0.6184290144592524, "loss_fcos_loc": 0.1906533765140921, "loss_mask": 0.2619619108736515, "loss_maskiou": 0.004689450524892891, "loss_sem_seg": 0.2711917972192168, "lr": 0.01, "mask_rcnn/accuracy": 0.8842474489795918, "mask_rcnn/false_negative": 0.08844202111732183, "mask_rcnn/false_positive": 0.14034803291372622, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7337836781516671, "total_loss": 1.592016301874537} {"data_time": 0.009558383375406265, "eta_seconds": 87870.534407272, "iteration": 148459, "loss_fcos_cls": 0.22199212561827153, "loss_fcos_ctr": 0.6186121935024858, "loss_fcos_loc": 0.18935987842269242, "loss_mask": 0.2512088995426893, "loss_maskiou": 0.004936034900310915, "loss_sem_seg": 0.24540901137515903, "lr": 0.01, "mask_rcnn/accuracy": 0.8963970697237733, "mask_rcnn/false_negative": 0.08737631686814484, "mask_rcnn/false_positive": 0.12395159287094601, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.0, "time": 0.7274849358946085, "total_loss": 1.5225255220357212} {"data_time": 0.010781263001263142, "eta_seconds": 87850.60965505242, "iteration": 148479, "loss_fcos_cls": 0.24415839952416718, "loss_fcos_ctr": 0.6182255679741502, "loss_fcos_loc": 0.19013167452067137, "loss_mask": 0.2610225644893944, "loss_maskiou": 0.00532398336508777, "loss_sem_seg": 0.2527844503056258, "lr": 0.01, "mask_rcnn/accuracy": 0.8856461670689781, "mask_rcnn/false_negative": 0.09344527526937471, "mask_rcnn/false_positive": 0.12839310300881446, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 41.5, "time": 0.730803869664669, "total_loss": 1.5935610013257246} {"data_time": 0.00941355712711811, "eta_seconds": 87836.15114834905, "iteration": 148499, "loss_fcos_cls": 0.2475368941668421, "loss_fcos_ctr": 0.6193842086941004, "loss_fcos_loc": 0.1942854500375688, "loss_mask": 0.2752950480207801, "loss_maskiou": 0.006153312620881479, "loss_sem_seg": 0.23602743446826935, "lr": 0.01, "mask_rcnn/accuracy": 0.8859914389484607, "mask_rcnn/false_negative": 0.10790593590794771, "mask_rcnn/false_positive": 0.14290366775552904, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7243988942354918, "total_loss": 1.5828744702448603} {"data_time": 0.009131640195846558, "eta_seconds": 87821.69264164567, "iteration": 148519, "loss_fcos_cls": 0.24713957915082574, "loss_fcos_ctr": 0.6169578153640032, "loss_fcos_loc": 0.18160100386012346, "loss_mask": 0.254467467777431, "loss_maskiou": 0.00515043343330035, "loss_sem_seg": 0.2510219500400126, "lr": 0.01, "mask_rcnn/accuracy": 0.8998332859360088, "mask_rcnn/false_negative": 0.08386559920203493, "mask_rcnn/false_positive": 0.09867133248922638, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.75, "time": 0.7188873067498207, "total_loss": 1.5622142926877132} {"data_time": 0.010046699084341526, "eta_seconds": 87755.46957947128, "iteration": 148539, "loss_fcos_cls": 0.2341793947853148, "loss_fcos_ctr": 0.6173538183793426, "loss_fcos_loc": 0.17656531580723822, "loss_mask": 0.24389532767236233, "loss_maskiou": 0.004308761308493558, "loss_sem_seg": 0.2507318160496652, "lr": 0.01, "mask_rcnn/accuracy": 0.89419388305484, "mask_rcnn/false_negative": 0.09973611360337084, "mask_rcnn/false_positive": 0.10251596302506952, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 27.0, "time": 0.7022887179628015, "total_loss": 1.5575908267055638} {"data_time": 0.009642494842410088, "eta_seconds": 87682.24543718249, "iteration": 148559, "loss_fcos_cls": 0.2375862179324031, "loss_fcos_ctr": 0.6185373598709702, "loss_fcos_loc": 0.18229507328942418, "loss_mask": 0.24966550711542368, "loss_maskiou": 0.00512089153744455, "loss_sem_seg": 0.2771282522007823, "lr": 0.01, "mask_rcnn/accuracy": 0.8738512546775259, "mask_rcnn/false_negative": 0.09452537416056789, "mask_rcnn/false_positive": 0.135486093935555, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.75, "time": 0.7223868779838085, "total_loss": 1.563123242231086} {"data_time": 0.010026306845247746, "eta_seconds": 87690.62012945488, "iteration": 148579, "loss_fcos_cls": 0.2299353297566995, "loss_fcos_ctr": 0.6181479729712009, "loss_fcos_loc": 0.1882623138371855, "loss_mask": 0.25077168457210064, "loss_maskiou": 0.004950060756527819, "loss_sem_seg": 0.27905200218083337, "lr": 0.01, "mask_rcnn/accuracy": 0.8783539357728738, "mask_rcnn/false_negative": 0.09564209011319909, "mask_rcnn/false_positive": 0.15010441216399129, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 37.0, "time": 0.7268201960250735, "total_loss": 1.5828069931158097} {"data_time": 0.010045214556157589, "eta_seconds": 87769.31856391858, "iteration": 148599, "loss_fcos_cls": 0.2350491670658812, "loss_fcos_ctr": 0.6178454798646271, "loss_fcos_loc": 0.18714677775278687, "loss_mask": 0.2854623021557927, "loss_maskiou": 0.005305134443915449, "loss_sem_seg": 0.23828990990296006, "lr": 0.01, "mask_rcnn/accuracy": 0.8743332560296846, "mask_rcnn/false_negative": 0.10377701419734184, "mask_rcnn/false_positive": 0.14965546938850918, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7311138343065977, "total_loss": 1.56579447331751} {"data_time": 0.010077030397951603, "eta_seconds": 87849.14027116634, "iteration": 148619, "loss_fcos_cls": 0.24981571780517697, "loss_fcos_ctr": 0.6187907350249588, "loss_fcos_loc": 0.19066238129744306, "loss_mask": 0.26952340826392174, "loss_maskiou": 0.00532092762296088, "loss_sem_seg": 0.2806636414024979, "lr": 0.01, "mask_rcnn/accuracy": 0.8740214339704135, "mask_rcnn/false_negative": 0.08968323656128879, "mask_rcnn/false_positive": 0.106325681229322, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.0, "time": 0.7246570149436593, "total_loss": 1.6035116661532811} {"data_time": 0.01091965101659298, "eta_seconds": 87745.98697760329, "iteration": 148639, "loss_fcos_cls": 0.22816820710431784, "loss_fcos_ctr": 0.6201592115685344, "loss_fcos_loc": 0.1866192955058068, "loss_mask": 0.27788456017151475, "loss_maskiou": 0.005571554476773599, "loss_sem_seg": 0.2415232458151877, "lr": 0.01, "mask_rcnn/accuracy": 0.9103355874658358, "mask_rcnn/false_negative": 0.07082702108671107, "mask_rcnn/false_positive": 0.1042746525641195, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 24.0, "time": 0.7164731146767735, "total_loss": 1.5772340585608617} {"data_time": 0.01013336144387722, "eta_seconds": 87731.52665064856, "iteration": 148659, "loss_fcos_cls": 0.2358431462198496, "loss_fcos_ctr": 0.6161952950060368, "loss_fcos_loc": 0.18089078125194646, "loss_mask": 0.25700646871700883, "loss_maskiou": 0.005064427125034854, "loss_sem_seg": 0.2560650440864265, "lr": 0.01, "mask_rcnn/accuracy": 0.8706030328798186, "mask_rcnn/false_negative": 0.11548907817621909, "mask_rcnn/false_positive": 0.12763706710067038, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7159332595765591, "total_loss": 1.5305374136878527} {"data_time": 0.010218359529972076, "eta_seconds": 87717.06632369384, "iteration": 148679, "loss_fcos_cls": 0.24363083695061505, "loss_fcos_ctr": 0.6179986894130707, "loss_fcos_loc": 0.19430131587432697, "loss_mask": 0.26803619507700205, "loss_maskiou": 0.006317123588814866, "loss_sem_seg": 0.2744263536296785, "lr": 0.01, "mask_rcnn/accuracy": 0.8984103363567649, "mask_rcnn/false_negative": 0.0843290929238811, "mask_rcnn/false_positive": 0.11080486761433185, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.0, "time": 0.716922408901155, "total_loss": 1.6118892663071165} {"data_time": 0.010288420133292675, "eta_seconds": 87697.02153295185, "iteration": 148699, "loss_fcos_cls": 0.24417272419668734, "loss_fcos_ctr": 0.618437085300684, "loss_fcos_loc": 0.19005872472189367, "loss_mask": 0.26666009705513716, "loss_maskiou": 0.004697041877079755, "loss_sem_seg": 0.27122838562354445, "lr": 0.01, "mask_rcnn/accuracy": 0.8907551621765332, "mask_rcnn/false_negative": 0.09905005482517128, "mask_rcnn/false_positive": 0.13713618169680647, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.5, "time": 0.7102060001343489, "total_loss": 1.5857266896855435} {"data_time": 0.00958959385752678, "eta_seconds": 87682.06321895309, "iteration": 148719, "loss_fcos_cls": 0.24442230723798275, "loss_fcos_ctr": 0.6175534075591713, "loss_fcos_loc": 0.18040186446160078, "loss_mask": 0.25744133722037077, "loss_maskiou": 0.005199867904593702, "loss_sem_seg": 0.2775968876667321, "lr": 0.01, "mask_rcnn/accuracy": 0.8935892783837673, "mask_rcnn/false_negative": 0.09211826558170128, "mask_rcnn/false_positive": 0.136560173518115, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.0, "time": 0.7275416804477572, "total_loss": 1.5894444026707788} {"data_time": 0.009433301165699959, "eta_seconds": 87667.60389503278, "iteration": 148739, "loss_fcos_cls": 0.24951280211098492, "loss_fcos_ctr": 0.6185388648882508, "loss_fcos_loc": 0.18539537664037198, "loss_mask": 0.25799367669969797, "loss_maskiou": 0.00506966195825953, "loss_sem_seg": 0.26023927284404635, "lr": 0.01, "mask_rcnn/accuracy": 0.8979919995544996, "mask_rcnn/false_negative": 0.07588558284124908, "mask_rcnn/false_positive": 0.1431388961727975, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.25, "time": 0.7285422841086984, "total_loss": 1.5945844158850377} {"data_time": 0.01038297638297081, "eta_seconds": 87617.21032816824, "iteration": 148759, "loss_fcos_cls": 0.22727691917680204, "loss_fcos_ctr": 0.6173241501674056, "loss_fcos_loc": 0.19041558518074453, "loss_mask": 0.26985031459480524, "loss_maskiou": 0.005241070597548969, "loss_sem_seg": 0.24614122696220875, "lr": 0.01, "mask_rcnn/accuracy": 0.8779613323824154, "mask_rcnn/false_negative": 0.10303434224845123, "mask_rcnn/false_positive": 0.14542330742177217, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 39.25, "time": 0.7028130702674389, "total_loss": 1.5532147946505575} {"data_time": 0.010634534060955048, "eta_seconds": 87584.85266563296, "iteration": 148779, "loss_fcos_cls": 0.23766039544716477, "loss_fcos_ctr": 0.6182957533746958, "loss_fcos_loc": 0.18577069090679288, "loss_mask": 0.2586038913577795, "loss_maskiou": 0.005251944254268892, "loss_sem_seg": 0.25149570289067924, "lr": 0.01, "mask_rcnn/accuracy": 0.8785593230347695, "mask_rcnn/false_negative": 0.09917207623319961, "mask_rcnn/false_positive": 0.1305006819717795, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 41.0, "time": 0.7072830451652408, "total_loss": 1.5691213474201504} {"data_time": 0.010193481110036373, "eta_seconds": 87588.30353580322, "iteration": 148799, "loss_fcos_cls": 0.23905045783612877, "loss_fcos_ctr": 0.6185500267893076, "loss_fcos_loc": 0.18735406338237226, "loss_mask": 0.26129434909671545, "loss_maskiou": 0.005698494438547641, "loss_sem_seg": 0.26037106825970113, "lr": 0.01, "mask_rcnn/accuracy": 0.893092105263158, "mask_rcnn/false_negative": 0.10140527072401823, "mask_rcnn/false_positive": 0.13569612131096664, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7197673534974456, "total_loss": 1.5608901858504396} {"data_time": 0.010348337702453136, "eta_seconds": 87610.26509579178, "iteration": 148819, "loss_fcos_cls": 0.2594698367174715, "loss_fcos_ctr": 0.6204327587038279, "loss_fcos_loc": 0.18972894723992795, "loss_mask": 0.2627787496894598, "loss_maskiou": 0.0055811635829741135, "loss_sem_seg": 0.2884186003357172, "lr": 0.01, "mask_rcnn/accuracy": 0.8730744701726845, "mask_rcnn/false_negative": 0.09643544019936454, "mask_rcnn/false_positive": 0.1658369812875703, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7263212623074651, "total_loss": 1.614975910713838} {"data_time": 0.010197607800364494, "eta_seconds": 87601.38370805606, "iteration": 148839, "loss_fcos_cls": 0.24362375680357218, "loss_fcos_ctr": 0.6180084468796849, "loss_fcos_loc": 0.1895983167923987, "loss_mask": 0.2633891897276044, "loss_maskiou": 0.0049855927063617855, "loss_sem_seg": 0.26027829060330987, "lr": 0.01, "mask_rcnn/accuracy": 0.8797923830549169, "mask_rcnn/false_negative": 0.08691305237494967, "mask_rcnn/false_positive": 0.15098688625441917, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7207559971138835, "total_loss": 1.5734206656416063} {"data_time": 0.010940147563815117, "eta_seconds": 87610.84004020225, "iteration": 148859, "loss_fcos_cls": 0.23178761987946928, "loss_fcos_ctr": 0.6185482908040285, "loss_fcos_loc": 0.18847094546072185, "loss_mask": 0.25425951834768057, "loss_maskiou": 0.00477608380606398, "loss_sem_seg": 0.2653222526423633, "lr": 0.01, "mask_rcnn/accuracy": 0.8852508503401361, "mask_rcnn/false_negative": 0.08952560651544507, "mask_rcnn/false_positive": 0.1405952635096128, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.5, "time": 0.7334912782534957, "total_loss": 1.5827920014489791} {"data_time": 0.010203798301517963, "eta_seconds": 87572.46305414662, "iteration": 148879, "loss_fcos_cls": 0.24511062446981668, "loss_fcos_ctr": 0.6191926840692759, "loss_fcos_loc": 0.19465016177855432, "loss_mask": 0.2637984100729227, "loss_maskiou": 0.005332520857336931, "loss_sem_seg": 0.2579571644309908, "lr": 0.01, "mask_rcnn/accuracy": 0.8801693594104308, "mask_rcnn/false_negative": 0.07933577671080144, "mask_rcnn/false_positive": 0.14615125220888459, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.7142138788476586, "total_loss": 1.5832389529095963} {"data_time": 0.010388776659965515, "eta_seconds": 87546.96499894, "iteration": 148899, "loss_fcos_cls": 0.25975167797878385, "loss_fcos_ctr": 0.6162902414798737, "loss_fcos_loc": 0.18952260399237275, "loss_mask": 0.25328487530350685, "loss_maskiou": 0.0051049324829364195, "loss_sem_seg": 0.28780466213356704, "lr": 0.01, "mask_rcnn/accuracy": 0.8976329354222207, "mask_rcnn/false_negative": 0.10434501158471024, "mask_rcnn/false_positive": 0.13785794401048557, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 33.0, "time": 0.7097998643293977, "total_loss": 1.6140832069868338} {"data_time": 0.009617237374186516, "eta_seconds": 87483.69957026839, "iteration": 148919, "loss_fcos_cls": 0.24458797415718436, "loss_fcos_ctr": 0.619075819849968, "loss_fcos_loc": 0.1870303352479823, "loss_mask": 0.26654256135225296, "loss_maskiou": 0.0056045130477286875, "loss_sem_seg": 0.2682784632779658, "lr": 0.01, "mask_rcnn/accuracy": 0.8975045542561594, "mask_rcnn/false_negative": 0.07632993417343574, "mask_rcnn/false_positive": 0.13923032380281114, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.25, "time": 0.6968269906938076, "total_loss": 1.6028622760713915} {"data_time": 0.010189839638769627, "eta_seconds": 87430.6617468223, "iteration": 148939, "loss_fcos_cls": 0.2507586456486024, "loss_fcos_ctr": 0.6203083349391818, "loss_fcos_loc": 0.1976423542946577, "loss_mask": 0.2675358625128865, "loss_maskiou": 0.005610791453364072, "loss_sem_seg": 0.27131626615300775, "lr": 0.01, "mask_rcnn/accuracy": 0.8864020676205264, "mask_rcnn/false_negative": 0.08167593724369071, "mask_rcnn/false_positive": 0.15610164461790477, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7247565481811762, "total_loss": 1.6245743059625966} {"data_time": 0.010828785598278046, "eta_seconds": 87472.67636634316, "iteration": 148959, "loss_fcos_cls": 0.24377524643205106, "loss_fcos_ctr": 0.6174445180222392, "loss_fcos_loc": 0.1920388744911179, "loss_mask": 0.2727346820756793, "loss_maskiou": 0.005857628711964935, "loss_sem_seg": 0.2629259987734258, "lr": 0.01, "mask_rcnn/accuracy": 0.8807304629168741, "mask_rcnn/false_negative": 0.08051808063403237, "mask_rcnn/false_positive": 0.13945929718076555, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.0, "time": 0.741800244897604, "total_loss": 1.6186406714041368} {"data_time": 0.0097093116492033, "eta_seconds": 87487.06129651796, "iteration": 148979, "loss_fcos_cls": 0.2533229645341635, "loss_fcos_ctr": 0.6194036714732647, "loss_fcos_loc": 0.19164382701274008, "loss_mask": 0.26123183220624924, "loss_maskiou": 0.0048232390254270285, "loss_sem_seg": 0.30811925837770104, "lr": 0.01, "mask_rcnn/accuracy": 0.8904176440254098, "mask_rcnn/false_negative": 0.10156438595550754, "mask_rcnn/false_positive": 0.11683797265026358, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.75, "time": 0.7301514707505703, "total_loss": 1.6221276086580474} {"data_time": 0.010217905044555664, "eta_seconds": 87477.5473378012, "iteration": 148999, "loss_fcos_cls": 0.23862514621578157, "loss_fcos_ctr": 0.6168471109122038, "loss_fcos_loc": 0.18565093539655209, "loss_mask": 0.27043959870934486, "loss_maskiou": 0.005385573618696071, "loss_sem_seg": 0.2864704660605639, "lr": 0.01, "mask_rcnn/accuracy": 0.9038097009637188, "mask_rcnn/false_negative": 0.07612561245496974, "mask_rcnn/false_positive": 0.14398327916178044, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.25, "time": 0.7143934369087219, "total_loss": 1.6036215475337485} {"data_time": 0.009890313260257244, "eta_seconds": 87458.14497247618, "iteration": 149019, "loss_fcos_cls": 0.23637532093562186, "loss_fcos_ctr": 0.6223278352990746, "loss_fcos_loc": 0.19791286392137408, "loss_mask": 0.27883345633745193, "loss_maskiou": 0.005009371052437928, "loss_sem_seg": 0.25037982454523444, "lr": 0.01, "mask_rcnn/accuracy": 0.8920250752292531, "mask_rcnn/false_negative": 0.08292850135555585, "mask_rcnn/false_positive": 0.12927239340884286, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.75, "time": 0.7043688045814633, "total_loss": 1.623420493924641} {"data_time": 0.009977297857403755, "eta_seconds": 87396.99691709876, "iteration": 149039, "loss_fcos_cls": 0.23537039768416435, "loss_fcos_ctr": 0.6186854834668338, "loss_fcos_loc": 0.19190836045891047, "loss_mask": 0.2602723687887192, "loss_maskiou": 0.005207532063650433, "loss_sem_seg": 0.25066518876701593, "lr": 0.01, "mask_rcnn/accuracy": 0.8683026117423713, "mask_rcnn/false_negative": 0.0981197923305761, "mask_rcnn/false_positive": 0.15379378109340072, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.75, "time": 0.7168477969244123, "total_loss": 1.5596806449175347} {"data_time": 0.010210474953055382, "eta_seconds": 87434.17040008772, "iteration": 149059, "loss_fcos_cls": 0.23426162393298, "loss_fcos_ctr": 0.6183883249759674, "loss_fcos_loc": 0.18533536954782903, "loss_mask": 0.2774530965834856, "loss_maskiou": 0.005995072417135816, "loss_sem_seg": 0.2633711160160601, "lr": 0.01, "mask_rcnn/accuracy": 0.8945118181380538, "mask_rcnn/false_negative": 0.09412672083274737, "mask_rcnn/false_positive": 0.13261417531219394, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.25, "time": 0.7330476082861423, "total_loss": 1.5974793489585863} {"data_time": 0.010501276701688766, "eta_seconds": 87401.33387907408, "iteration": 149079, "loss_fcos_cls": 0.23734315624460578, "loss_fcos_ctr": 0.6177829168736935, "loss_fcos_loc": 0.1884081878233701, "loss_mask": 0.26217580074444413, "loss_maskiou": 0.005679549562046304, "loss_sem_seg": 0.25974748097360134, "lr": 0.01, "mask_rcnn/accuracy": 0.8780574729891957, "mask_rcnn/false_negative": 0.10946010148600682, "mask_rcnn/false_positive": 0.13498849178640826, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7187843900173903, "total_loss": 1.5865841054810517} {"data_time": 0.008786428719758987, "eta_seconds": 87371.50259306561, "iteration": 149099, "loss_fcos_cls": 0.23306266241706908, "loss_fcos_ctr": 0.619945359416306, "loss_fcos_loc": 0.1905232728458941, "loss_mask": 0.2587118437513709, "loss_maskiou": 0.005478934210259467, "loss_sem_seg": 0.25778389745391905, "lr": 0.01, "mask_rcnn/accuracy": 0.8705503069058422, "mask_rcnn/false_negative": 0.11980746954413993, "mask_rcnn/false_positive": 0.13573831033963007, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.25, "time": 0.7019295021891594, "total_loss": 1.562254959004349} {"data_time": 0.010002067312598228, "eta_seconds": 87269.73873284832, "iteration": 149119, "loss_fcos_cls": 0.2351041081128642, "loss_fcos_ctr": 0.6180118310730904, "loss_fcos_loc": 0.17297359614167362, "loss_mask": 0.2446931446902454, "loss_maskiou": 0.0045538036720245145, "loss_sem_seg": 0.22759302845224738, "lr": 0.01, "mask_rcnn/accuracy": 0.8806435528756957, "mask_rcnn/false_negative": 0.12122441508285814, "mask_rcnn/false_positive": 0.13195599057533416, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.0, "time": 0.6967662377282977, "total_loss": 1.5251069184378139} {"data_time": 0.01010135654360056, "eta_seconds": 87324.74470612407, "iteration": 149139, "loss_fcos_cls": 0.2363574462942779, "loss_fcos_ctr": 0.6180630829185247, "loss_fcos_loc": 0.1837811660952866, "loss_mask": 0.26169530861079693, "loss_maskiou": 0.005017829447751865, "loss_sem_seg": 0.24541925126686692, "lr": 0.01, "mask_rcnn/accuracy": 0.8716690582482993, "mask_rcnn/false_negative": 0.10168115138471055, "mask_rcnn/false_positive": 0.15548782068053157, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 43.0, "time": 0.7436449630185962, "total_loss": 1.538530677673407} {"data_time": 0.008932978846132755, "eta_seconds": 87356.30816611275, "iteration": 149159, "loss_fcos_cls": 0.22491452004760504, "loss_fcos_ctr": 0.6193604306317866, "loss_fcos_loc": 0.1863588615669869, "loss_mask": 0.2566900234669447, "loss_maskiou": 0.005051078711403534, "loss_sem_seg": 0.2635113289579749, "lr": 0.01, "mask_rcnn/accuracy": 0.8898476024229164, "mask_rcnn/false_negative": 0.0966853815781695, "mask_rcnn/false_positive": 0.11980506778635402, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.7388113727793097, "total_loss": 1.5671068954397924} {"data_time": 0.010026102885603905, "eta_seconds": 87359.6305939965, "iteration": 149179, "loss_fcos_cls": 0.23805679916404188, "loss_fcos_ctr": 0.6183267659507692, "loss_fcos_loc": 0.18037403450580314, "loss_mask": 0.24269080301746726, "loss_maskiou": 0.005242996761808172, "loss_sem_seg": 0.2670405136886984, "lr": 0.01, "mask_rcnn/accuracy": 0.8879331081796227, "mask_rcnn/false_negative": 0.09243917282481834, "mask_rcnn/false_positive": 0.13334477625777902, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7204483887180686, "total_loss": 1.572828872664104} {"data_time": 0.010194394737482071, "eta_seconds": 87281.39337953925, "iteration": 149199, "loss_fcos_cls": 0.2363923671655357, "loss_fcos_ctr": 0.6152632599696517, "loss_fcos_loc": 0.1741093851160258, "loss_mask": 0.2488675406202674, "loss_maskiou": 0.004951416223775595, "loss_sem_seg": 0.27710444573313, "lr": 0.01, "mask_rcnn/accuracy": 0.8997661564625851, "mask_rcnn/false_negative": 0.08134912746472919, "mask_rcnn/false_positive": 0.12339789482142757, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.0, "time": 0.721925257705152, "total_loss": 1.56903764359231} {"data_time": 0.009249190799891949, "eta_seconds": 87156.85214387439, "iteration": 149219, "loss_fcos_cls": 0.24001231510192156, "loss_fcos_ctr": 0.6178150149062276, "loss_fcos_loc": 0.18400712811853737, "loss_mask": 0.2561867656186223, "loss_maskiou": 0.00487119514218648, "loss_sem_seg": 0.27350824885070324, "lr": 0.01, "mask_rcnn/accuracy": 0.9128045470420312, "mask_rcnn/false_negative": 0.07874566903690006, "mask_rcnn/false_positive": 0.10858457554098055, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.7029614448547363, "total_loss": 1.5792882578462013} {"data_time": 0.009890167973935604, "eta_seconds": 87127.37538625859, "iteration": 149239, "loss_fcos_cls": 0.2521628919057548, "loss_fcos_ctr": 0.6176955411210656, "loss_fcos_loc": 0.19255202426575124, "loss_mask": 0.2497974536381662, "loss_maskiou": 0.005020301206968725, "loss_sem_seg": 0.2786244556773454, "lr": 0.01, "mask_rcnn/accuracy": 0.9053571428571429, "mask_rcnn/false_negative": 0.08492055952315841, "mask_rcnn/false_positive": 0.10538823390968649, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.25, "time": 0.7242173366248608, "total_loss": 1.5743010485857667} {"data_time": 0.010494162328541279, "eta_seconds": 87127.98771912418, "iteration": 149259, "loss_fcos_cls": 0.2321118164109066, "loss_fcos_ctr": 0.6181407133117318, "loss_fcos_loc": 0.18135404860367998, "loss_mask": 0.24930566176772118, "loss_maskiou": 0.0049796337261796, "loss_sem_seg": 0.26036449894309044, "lr": 0.01, "mask_rcnn/accuracy": 0.8942611459140618, "mask_rcnn/false_negative": 0.08999187613862134, "mask_rcnn/false_positive": 0.1136690851268949, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7231680527329445, "total_loss": 1.5601899073590175} {"data_time": 0.009831000119447708, "eta_seconds": 87150.19808051735, "iteration": 149279, "loss_fcos_cls": 0.2381477025919594, "loss_fcos_ctr": 0.6162114907056093, "loss_fcos_loc": 0.18395918409805745, "loss_mask": 0.26023874897509813, "loss_maskiou": 0.00608039581857156, "loss_sem_seg": 0.27387222182005644, "lr": 0.01, "mask_rcnn/accuracy": 0.9011705371803894, "mask_rcnn/false_negative": 0.06955417768133108, "mask_rcnn/false_positive": 0.09924476310798402, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.7307053096592426, "total_loss": 1.5884638144780183} {"data_time": 0.009707219898700714, "eta_seconds": 87135.75979752094, "iteration": 149299, "loss_fcos_cls": 0.2459348508855328, "loss_fcos_ctr": 0.6199827715754509, "loss_fcos_loc": 0.1905776469502598, "loss_mask": 0.27511801198124886, "loss_maskiou": 0.005748719297116622, "loss_sem_seg": 0.3022441933862865, "lr": 0.01, "mask_rcnn/accuracy": 0.8792617046818727, "mask_rcnn/false_negative": 0.08137861458412485, "mask_rcnn/false_positive": 0.11579871839765987, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 25.25, "time": 0.712514222599566, "total_loss": 1.63619575597113} {"data_time": 0.01013640221208334, "eta_seconds": 87258.40358641371, "iteration": 149319, "loss_fcos_cls": 0.25289677223190665, "loss_fcos_ctr": 0.6193998828530312, "loss_fcos_loc": 0.19030886352993548, "loss_mask": 0.25442187767475843, "loss_maskiou": 0.0049851478324853815, "loss_sem_seg": 0.2740166890434921, "lr": 0.01, "mask_rcnn/accuracy": 0.8995522519352568, "mask_rcnn/false_negative": 0.08705585429379181, "mask_rcnn/false_positive": 0.09536172442801041, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.0, "time": 0.7446803208440542, "total_loss": 1.6111905540019507} {"data_time": 0.010157668963074684, "eta_seconds": 87211.19435061049, "iteration": 149339, "loss_fcos_cls": 0.2426173468120396, "loss_fcos_ctr": 0.6227514073252678, "loss_fcos_loc": 0.187387773883529, "loss_mask": 0.2609786121174693, "loss_maskiou": 0.004957707944413414, "loss_sem_seg": 0.23093949165195227, "lr": 0.01, "mask_rcnn/accuracy": 0.8830064838435374, "mask_rcnn/false_negative": 0.09811244214248209, "mask_rcnn/false_positive": 0.09367973253937814, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.25, "time": 0.7220805622637272, "total_loss": 1.5732542950099742} {"data_time": 0.00949854589998722, "eta_seconds": 87170.59293523151, "iteration": 149359, "loss_fcos_cls": 0.2505653528496623, "loss_fcos_ctr": 0.6152825085446239, "loss_fcos_loc": 0.17910830292385072, "loss_mask": 0.26181493047624826, "loss_maskiou": 0.005250583271845244, "loss_sem_seg": 0.27990350034087896, "lr": 0.01, "mask_rcnn/accuracy": 0.8942298362532302, "mask_rcnn/false_negative": 0.09247563461611152, "mask_rcnn/false_positive": 0.13785799549509642, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7150040445849299, "total_loss": 1.601296380860731} {"data_time": 0.010639594867825508, "eta_seconds": 87026.367340995, "iteration": 149379, "loss_fcos_cls": 0.24977385916281492, "loss_fcos_ctr": 0.6185949211940169, "loss_fcos_loc": 0.1876222717401106, "loss_mask": 0.25702064484357834, "loss_maskiou": 0.00533383282891009, "loss_sem_seg": 0.2171936915256083, "lr": 0.01, "mask_rcnn/accuracy": 0.8723706004140787, "mask_rcnn/false_negative": 0.11707482886255488, "mask_rcnn/false_positive": 0.14335455926137647, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.5, "time": 0.7105493638664484, "total_loss": 1.569777510008862} {"data_time": 0.010410657152533531, "eta_seconds": 87011.93762024306, "iteration": 149399, "loss_fcos_cls": 0.2433264043647796, "loss_fcos_ctr": 0.617582043632865, "loss_fcos_loc": 0.19272490148432553, "loss_mask": 0.2697534952312708, "loss_maskiou": 0.0055696622148389, "loss_sem_seg": 0.27743409876711667, "lr": 0.01, "mask_rcnn/accuracy": 0.8748762383452715, "mask_rcnn/false_negative": 0.1127018872909322, "mask_rcnn/false_positive": 0.14263638446330223, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.0, "time": 0.7335207592695951, "total_loss": 1.6087869056354975} {"data_time": 0.009880554862320423, "eta_seconds": 87075.62768829055, "iteration": 149419, "loss_fcos_cls": 0.24044943426270038, "loss_fcos_ctr": 0.6199798444285989, "loss_fcos_loc": 0.18824690114706755, "loss_mask": 0.2611216437071562, "loss_maskiou": 0.00544655196426902, "loss_sem_seg": 0.29876374593004584, "lr": 0.01, "mask_rcnn/accuracy": 0.8812453515911405, "mask_rcnn/false_negative": 0.11528984999821212, "mask_rcnn/false_positive": 0.10989484416950132, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.5, "time": 0.729681764729321, "total_loss": 1.619487379619386} {"data_time": 0.01015163492411375, "eta_seconds": 86995.4578526225, "iteration": 149439, "loss_fcos_cls": 0.23901075753383338, "loss_fcos_ctr": 0.6188736502081156, "loss_fcos_loc": 0.1908148982329294, "loss_mask": 0.2470249505713582, "loss_maskiou": 0.005038956505813985, "loss_sem_seg": 0.26893899985589087, "lr": 0.01, "mask_rcnn/accuracy": 0.8737135443422219, "mask_rcnn/false_negative": 0.11833614300792186, "mask_rcnn/false_positive": 0.12474123511175723, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7163624363020062, "total_loss": 1.5585369964755955} {"data_time": 0.010791762731969357, "eta_seconds": 86981.02607819252, "iteration": 149459, "loss_fcos_cls": 0.23083635861985385, "loss_fcos_ctr": 0.6159871146082878, "loss_fcos_loc": 0.18038849718868732, "loss_mask": 0.25052326638251543, "loss_maskiou": 0.004563892602163833, "loss_sem_seg": 0.26668581063859165, "lr": 0.01, "mask_rcnn/accuracy": 0.8914659237188851, "mask_rcnn/false_negative": 0.07916964317193331, "mask_rcnn/false_positive": 0.1267521698853905, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7217649659141898, "total_loss": 1.5675567856815178} {"data_time": 0.009914770722389221, "eta_seconds": 86974.25697224028, "iteration": 149479, "loss_fcos_cls": 0.2333972321357578, "loss_fcos_ctr": 0.6156286094337702, "loss_fcos_loc": 0.17549471626989543, "loss_mask": 0.2527210358530283, "loss_maskiou": 0.005288295877107885, "loss_sem_seg": 0.23867791425436735, "lr": 0.01, "mask_rcnn/accuracy": 0.9163656534042188, "mask_rcnn/false_negative": 0.07086304644317654, "mask_rcnn/false_positive": 0.10139137716432492, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 30.25, "time": 0.7311426317319274, "total_loss": 1.5097141809455934} {"data_time": 0.010307108983397484, "eta_seconds": 86977.61926783808, "iteration": 149499, "loss_fcos_cls": 0.23585224198177457, "loss_fcos_ctr": 0.6184091912582517, "loss_fcos_loc": 0.18345514580141753, "loss_mask": 0.25451946910470724, "loss_maskiou": 0.0052821621065959334, "loss_sem_seg": 0.2670948118902743, "lr": 0.01, "mask_rcnn/accuracy": 0.8776472334623504, "mask_rcnn/false_negative": 0.09086629442179187, "mask_rcnn/false_positive": 0.1411487440889271, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.5, "time": 0.728517503477633, "total_loss": 1.5541368873236934} {"data_time": 0.009152826853096485, "eta_seconds": 86963.18326825835, "iteration": 149519, "loss_fcos_cls": 0.24516909662634134, "loss_fcos_ctr": 0.6201493395492435, "loss_fcos_loc": 0.1833729746285826, "loss_mask": 0.2630011085420847, "loss_maskiou": 0.00514113638564595, "loss_sem_seg": 0.3036538369487971, "lr": 0.01, "mask_rcnn/accuracy": 0.891095061437144, "mask_rcnn/false_negative": 0.08598067014168012, "mask_rcnn/false_positive": 0.14097808628723185, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.7245765849947929, "total_loss": 1.6211970458170981} {"data_time": 0.010612855665385723, "eta_seconds": 87018.39203865454, "iteration": 149539, "loss_fcos_cls": 0.24940001359209418, "loss_fcos_ctr": 0.6211811490356922, "loss_fcos_loc": 0.19420005287975073, "loss_mask": 0.27305375784635544, "loss_maskiou": 0.006196958958753385, "loss_sem_seg": 0.2559104145038873, "lr": 0.01, "mask_rcnn/accuracy": 0.8943387521608404, "mask_rcnn/false_negative": 0.08796603124188943, "mask_rcnn/false_positive": 0.11728920912136916, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.0, "time": 0.7407303303480148, "total_loss": 1.6130899484196561} {"data_time": 0.00939476490020752, "eta_seconds": 87008.78828819375, "iteration": 149559, "loss_fcos_cls": 0.2316442329902202, "loss_fcos_ctr": 0.6190673466771841, "loss_fcos_loc": 0.18502897210419178, "loss_mask": 0.2605837006121874, "loss_maskiou": 0.005007798332371749, "loss_sem_seg": 0.2697694501839578, "lr": 0.01, "mask_rcnn/accuracy": 0.8793783577580356, "mask_rcnn/false_negative": 0.1052889706638012, "mask_rcnn/false_positive": 0.15278549131508895, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.7325802138075233, "total_loss": 1.582730557609466} {"data_time": 0.009809538722038269, "eta_seconds": 87012.12602807768, "iteration": 149579, "loss_fcos_cls": 0.25016287970356643, "loss_fcos_ctr": 0.6208039936609566, "loss_fcos_loc": 0.2024018376832828, "loss_mask": 0.26530499942600727, "loss_maskiou": 0.005135968865943141, "loss_sem_seg": 0.2900099840480834, "lr": 0.01, "mask_rcnn/accuracy": 0.8767936570232489, "mask_rcnn/false_negative": 0.11736182219995173, "mask_rcnn/false_positive": 0.13353933348395108, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.0, "time": 0.745153478346765, "total_loss": 1.6539277247866266} {"data_time": 0.008838476613163948, "eta_seconds": 86997.67470712401, "iteration": 149599, "loss_fcos_cls": 0.25500216672662646, "loss_fcos_ctr": 0.6183788795024157, "loss_fcos_loc": 0.18551554344594479, "loss_mask": 0.2579461997374892, "loss_maskiou": 0.005827557899465319, "loss_sem_seg": 0.2635540999472141, "lr": 0.01, "mask_rcnn/accuracy": 0.872840207511576, "mask_rcnn/false_negative": 0.10252558347089588, "mask_rcnn/false_positive": 0.17031658671030092, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7335970168933272, "total_loss": 1.5840900669718394} {"data_time": 0.010478654876351357, "eta_seconds": 87015.13460021373, "iteration": 149619, "loss_fcos_cls": 0.2492025860119611, "loss_fcos_ctr": 0.6203844361007214, "loss_fcos_loc": 0.19425517041236162, "loss_mask": 0.2679944047704339, "loss_maskiou": 0.0056173116972786374, "loss_sem_seg": 0.28397017531096935, "lr": 0.01, "mask_rcnn/accuracy": 0.8721255660870322, "mask_rcnn/false_negative": 0.11203593963513012, "mask_rcnn/false_positive": 0.11382574574152168, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 37.75, "time": 0.7444707714021206, "total_loss": 1.6215220160083845} {"data_time": 0.00891930516809225, "eta_seconds": 87060.97585079912, "iteration": 149639, "loss_fcos_cls": 0.25044210092164576, "loss_fcos_ctr": 0.6196041703224182, "loss_fcos_loc": 0.1920969805214554, "loss_mask": 0.26716093672439456, "loss_maskiou": 0.005300497788994107, "loss_sem_seg": 0.30169834732078016, "lr": 0.01, "mask_rcnn/accuracy": 0.885140306122449, "mask_rcnn/false_negative": 0.11187338201679535, "mask_rcnn/false_positive": 0.12708196938980376, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.0, "time": 0.7422520685940981, "total_loss": 1.635360484928242} {"data_time": 0.010157299228012562, "eta_seconds": 87116.019596125, "iteration": 149659, "loss_fcos_cls": 0.2337772531900555, "loss_fcos_ctr": 0.6180236083455384, "loss_fcos_loc": 0.18114596139639616, "loss_mask": 0.2591834617778659, "loss_maskiou": 0.005787435111415107, "loss_sem_seg": 0.247041838709265, "lr": 0.01, "mask_rcnn/accuracy": 0.8862469014728533, "mask_rcnn/false_negative": 0.10870199904961167, "mask_rcnn/false_positive": 0.0973562891963201, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.5, "time": 0.7407842809334397, "total_loss": 1.5569601231836714} {"data_time": 0.010790775530040264, "eta_seconds": 87101.54140172806, "iteration": 149679, "loss_fcos_cls": 0.23641117254737765, "loss_fcos_ctr": 0.620569403283298, "loss_fcos_loc": 0.18864745358587243, "loss_mask": 0.25522398110479116, "loss_maskiou": 0.005238320809439756, "loss_sem_seg": 0.24995254119858146, "lr": 0.01, "mask_rcnn/accuracy": 0.9035096460459184, "mask_rcnn/false_negative": 0.08009022043589559, "mask_rcnn/false_positive": 0.1318388843408808, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 36.5, "time": 0.7191113447770476, "total_loss": 1.5657428768245154} {"data_time": 0.009628583677113056, "eta_seconds": 87117.75249220338, "iteration": 149699, "loss_fcos_cls": 0.24442068999633193, "loss_fcos_ctr": 0.6183920004405081, "loss_fcos_loc": 0.19260103604756296, "loss_mask": 0.2581995641812682, "loss_maskiou": 0.005443828064016998, "loss_sem_seg": 0.28062081849202514, "lr": 0.01, "mask_rcnn/accuracy": 0.8988888436013504, "mask_rcnn/false_negative": 0.078852363016371, "mask_rcnn/false_positive": 0.1167259473264183, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.0, "time": 0.7276174565777183, "total_loss": 1.6233698673604522} {"data_time": 0.010580753907561302, "eta_seconds": 87072.58501293417, "iteration": 149719, "loss_fcos_cls": 0.24580118246376514, "loss_fcos_ctr": 0.6176869086921215, "loss_fcos_loc": 0.18806803226470947, "loss_mask": 0.2612072518095374, "loss_maskiou": 0.005381720889999997, "loss_sem_seg": 0.2824049065820873, "lr": 0.01, "mask_rcnn/accuracy": 0.8994450110749309, "mask_rcnn/false_negative": 0.06978549322452704, "mask_rcnn/false_positive": 0.12184470862055838, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.5, "time": 0.7365863006561995, "total_loss": 1.597550369813689} {"data_time": 0.009833485819399357, "eta_seconds": 87033.93246544898, "iteration": 149739, "loss_fcos_cls": 0.24070766707882285, "loss_fcos_ctr": 0.6186805223114789, "loss_fcos_loc": 0.18309200322255492, "loss_mask": 0.2593541471287608, "loss_maskiou": 0.0056764597102301195, "loss_sem_seg": 0.26676367269828916, "lr": 0.01, "mask_rcnn/accuracy": 0.8849646732515982, "mask_rcnn/false_negative": 0.09241128347964433, "mask_rcnn/false_positive": 0.13157530828840777, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 39.25, "time": 0.7251556552946568, "total_loss": 1.5690088284245576} {"data_time": 0.010143304243683815, "eta_seconds": 87074.30260276329, "iteration": 149759, "loss_fcos_cls": 0.2383134770207107, "loss_fcos_ctr": 0.6212743483483791, "loss_fcos_loc": 0.19787719915620983, "loss_mask": 0.2663423279300332, "loss_maskiou": 0.005587855492194649, "loss_sem_seg": 0.27316474774852395, "lr": 0.01, "mask_rcnn/accuracy": 0.8754394344317813, "mask_rcnn/false_negative": 0.09653157844192718, "mask_rcnn/false_positive": 0.17456557557736002, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.5, "time": 0.7232878571376204, "total_loss": 1.6071325861412333} {"data_time": 0.009815000928938389, "eta_seconds": 87059.81930628326, "iteration": 149779, "loss_fcos_cls": 0.23542257712688297, "loss_fcos_ctr": 0.6192270508036017, "loss_fcos_loc": 0.19139594724401832, "loss_mask": 0.26117938943207264, "loss_maskiou": 0.005758295999839902, "loss_sem_seg": 0.23991385102272034, "lr": 0.01, "mask_rcnn/accuracy": 0.8912741907107671, "mask_rcnn/false_negative": 0.09744467339171756, "mask_rcnn/false_positive": 0.117064085672343, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.7053262507542968, "total_loss": 1.5995203847560333} {"data_time": 0.010610838420689106, "eta_seconds": 87104.78051665239, "iteration": 149799, "loss_fcos_cls": 0.23806749028153718, "loss_fcos_ctr": 0.6186444731429219, "loss_fcos_loc": 0.18649168382398784, "loss_mask": 0.2637153626419604, "loss_maskiou": 0.005157995816261973, "loss_sem_seg": 0.22219080431386828, "lr": 0.01, "mask_rcnn/accuracy": 0.8949086109073651, "mask_rcnn/false_negative": 0.10157676214854205, "mask_rcnn/false_positive": 0.11210559554907208, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.0, "time": 0.7329747993499041, "total_loss": 1.5305703111371258} {"data_time": 0.010594175197184086, "eta_seconds": 87078.0618484905, "iteration": 149819, "loss_fcos_cls": 0.22984908986836672, "loss_fcos_ctr": 0.6202825615182519, "loss_fcos_loc": 0.1864944298285991, "loss_mask": 0.2569911703467369, "loss_maskiou": 0.00443128604820231, "loss_sem_seg": 0.26397515507414937, "lr": 0.01, "mask_rcnn/accuracy": 0.8798162934004771, "mask_rcnn/false_negative": 0.09758457614061694, "mask_rcnn/false_positive": 0.1359043313752146, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.25, "time": 0.7204956030473113, "total_loss": 1.564424441610754} {"data_time": 0.010271457955241203, "eta_seconds": 87075.79414199106, "iteration": 149839, "loss_fcos_cls": 0.23939230700489134, "loss_fcos_ctr": 0.6194610996171832, "loss_fcos_loc": 0.1895398749038577, "loss_mask": 0.2571441326290369, "loss_maskiou": 0.005501553067006171, "loss_sem_seg": 0.25062195956707, "lr": 0.01, "mask_rcnn/accuracy": 0.9170049273824079, "mask_rcnn/false_negative": 0.07991375914725748, "mask_rcnn/false_positive": 0.10055085608500527, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.5, "time": 0.7224598433822393, "total_loss": 1.570352422480937} {"data_time": 0.010862876661121845, "eta_seconds": 87029.84117187839, "iteration": 149859, "loss_fcos_cls": 0.23154347122181207, "loss_fcos_ctr": 0.6198128587566316, "loss_fcos_loc": 0.19478439446538687, "loss_mask": 0.2606500182300806, "loss_maskiou": 0.005177452614589129, "loss_sem_seg": 0.27628246461972594, "lr": 0.01, "mask_rcnn/accuracy": 0.8796743032961978, "mask_rcnn/false_negative": 0.1047032335436204, "mask_rcnn/false_positive": 0.13976490097832828, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.0, "time": 0.721561280079186, "total_loss": 1.5673149555132113} {"data_time": 0.009194898419082165, "eta_seconds": 87094.15364519414, "iteration": 149879, "loss_fcos_cls": 0.22982269490603358, "loss_fcos_ctr": 0.6162999849766493, "loss_fcos_loc": 0.17657381773460656, "loss_mask": 0.24566723592579365, "loss_maskiou": 0.004505713122853194, "loss_sem_seg": 0.2535857658367604, "lr": 0.01, "mask_rcnn/accuracy": 0.8996723736346113, "mask_rcnn/false_negative": 0.07924605121432746, "mask_rcnn/false_positive": 0.13608888999821123, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.7268661726266146, "total_loss": 1.5267770615319023} {"data_time": 0.009476738050580025, "eta_seconds": 87020.09723721351, "iteration": 149899, "loss_fcos_cls": 0.24602977966424078, "loss_fcos_ctr": 0.6205123048275709, "loss_fcos_loc": 0.1946744539309293, "loss_mask": 0.24683966906741261, "loss_maskiou": 0.0046881001617293805, "loss_sem_seg": 0.26807468477636576, "lr": 0.01, "mask_rcnn/accuracy": 0.8880554616424883, "mask_rcnn/false_negative": 0.10547990743042371, "mask_rcnn/false_positive": 0.14189879875243183, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.720030534081161, "total_loss": 1.5637490037770476} {"data_time": 0.009952330961823463, "eta_seconds": 87120.47429085989, "iteration": 149919, "loss_fcos_cls": 0.2394928337307647, "loss_fcos_ctr": 0.6165641630068421, "loss_fcos_loc": 0.18286549113690853, "loss_mask": 0.26441582245752215, "loss_maskiou": 0.005660348440869711, "loss_sem_seg": 0.2427714189980179, "lr": 0.01, "mask_rcnn/accuracy": 0.8917714813198007, "mask_rcnn/false_negative": 0.10485074137399494, "mask_rcnn/false_positive": 0.10583227868187833, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.0, "time": 0.7322595799341798, "total_loss": 1.5639107265924395} {"data_time": 0.009699039161205292, "eta_seconds": 87120.44031431805, "iteration": 149939, "loss_fcos_cls": 0.24919608666095883, "loss_fcos_ctr": 0.6174847623333335, "loss_fcos_loc": 0.18439681525342166, "loss_mask": 0.2596705863252282, "loss_maskiou": 0.005567578111367766, "loss_sem_seg": 0.25585335516370833, "lr": 0.01, "mask_rcnn/accuracy": 0.9030386046044033, "mask_rcnn/false_negative": 0.08344526983894299, "mask_rcnn/false_positive": 0.1274082003452356, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.75, "time": 0.7407653080299497, "total_loss": 1.5883366068737814} {"data_time": 0.01079501211643219, "eta_seconds": 86995.73590483237, "iteration": 149959, "loss_fcos_cls": 0.23170816188212484, "loss_fcos_ctr": 0.6157261077314615, "loss_fcos_loc": 0.17525885964278132, "loss_mask": 0.2535376790910959, "loss_maskiou": 0.004714667025837116, "loss_sem_seg": 0.29274140927009284, "lr": 0.01, "mask_rcnn/accuracy": 0.8930243737532606, "mask_rcnn/false_negative": 0.0608821687815453, "mask_rcnn/false_positive": 0.11538857889659535, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 28.0, "time": 0.722073832526803, "total_loss": 1.577625409277971} {"data_time": 0.009241350926458836, "eta_seconds": 86974.34183067642, "iteration": 149979, "loss_fcos_cls": 0.2388459937646985, "loss_fcos_ctr": 0.6194661967456341, "loss_fcos_loc": 0.18391230286215432, "loss_mask": 0.26050127390772104, "loss_maskiou": 0.0050919593195430934, "loss_sem_seg": 0.28872796590439975, "lr": 0.01, "mask_rcnn/accuracy": 0.888732797266372, "mask_rcnn/false_negative": 0.09651526659352819, "mask_rcnn/false_positive": 0.10613928814321143, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.72950797714293, "total_loss": 1.6019114523223834} {"data_time": 0.010023056529462337, "eta_seconds": 86966.7472306611, "iteration": 149999, "loss_fcos_cls": 0.25891735893674195, "loss_fcos_ctr": 0.618256812915206, "loss_fcos_loc": 0.19303373654838651, "loss_mask": 0.2478451835922897, "loss_maskiou": 0.004725422884803265, "loss_sem_seg": 0.2857689270749688, "lr": 0.01, "mask_rcnn/accuracy": 0.8907578656462585, "mask_rcnn/false_negative": 0.10104206070497801, "mask_rcnn/false_positive": 0.1338647086294586, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.25, "time": 0.7418248699977994, "total_loss": 1.5927372505611856} {"data_time": 0.009704049676656723, "eta_seconds": 86952.25289357547, "iteration": 150019, "loss_fcos_cls": 0.23106977180577815, "loss_fcos_ctr": 0.6203349973075092, "loss_fcos_loc": 0.19424842321313918, "loss_mask": 0.2565661706030369, "loss_maskiou": 0.005295707858749665, "loss_sem_seg": 0.25832221342716366, "lr": 0.01, "mask_rcnn/accuracy": 0.8899893757620974, "mask_rcnn/false_negative": 0.08180458074198976, "mask_rcnn/false_positive": 0.11943270699165973, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7032463159412146, "total_loss": 1.5656303600844694} {"data_time": 0.00946173258125782, "eta_seconds": 86978.68794138171, "iteration": 150039, "loss_fcos_cls": 0.2544853324070573, "loss_fcos_ctr": 0.6173964822664857, "loss_fcos_loc": 0.18426384474150836, "loss_mask": 0.2517852932214737, "loss_maskiou": 0.005180962267331779, "loss_sem_seg": 0.26328844716772437, "lr": 0.01, "mask_rcnn/accuracy": 0.8894797273304926, "mask_rcnn/false_negative": 0.0880170494420496, "mask_rcnn/false_positive": 0.12100999414723101, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.75, "time": 0.7200682265684009, "total_loss": 1.595661721061333} {"data_time": 0.010476479306817055, "eta_seconds": 86964.1867805142, "iteration": 150059, "loss_fcos_cls": 0.24616279441397637, "loss_fcos_ctr": 0.6178178237751126, "loss_fcos_loc": 0.18968483235221356, "loss_mask": 0.2676383228972554, "loss_maskiou": 0.005396343505708501, "loss_sem_seg": 0.27988664200529456, "lr": 0.01, "mask_rcnn/accuracy": 0.8770828810247503, "mask_rcnn/false_negative": 0.10796887667181032, "mask_rcnn/false_positive": 0.13175029387919437, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.5, "time": 0.7279624855145812, "total_loss": 1.606512715035933} {"data_time": 0.009674872271716595, "eta_seconds": 87018.8514416283, "iteration": 150079, "loss_fcos_cls": 0.24152807868085802, "loss_fcos_ctr": 0.6180394561961293, "loss_fcos_loc": 0.1879831962287426, "loss_mask": 0.2613987158983946, "loss_maskiou": 0.00543084715900477, "loss_sem_seg": 0.2410159766441211, "lr": 0.01, "mask_rcnn/accuracy": 0.8819899319448863, "mask_rcnn/false_negative": 0.09875682130873378, "mask_rcnn/false_positive": 0.14600598487974248, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.5, "time": 0.7161809261888266, "total_loss": 1.5406212143789162} {"data_time": 0.009554480202496052, "eta_seconds": 87004.33874552976, "iteration": 150099, "loss_fcos_cls": 0.23212132533080876, "loss_fcos_ctr": 0.6158703519031405, "loss_fcos_loc": 0.1813452314818278, "loss_mask": 0.25091077433899045, "loss_maskiou": 0.004924316595861455, "loss_sem_seg": 0.24833764974027872, "lr": 0.01, "mask_rcnn/accuracy": 0.9030877592739838, "mask_rcnn/false_negative": 0.07008796897168432, "mask_rcnn/false_positive": 0.09729521233340485, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 29.75, "time": 0.7088006809353828, "total_loss": 1.535847212155204} {"data_time": 0.010028136894106865, "eta_seconds": 87046.03216091357, "iteration": 150119, "loss_fcos_cls": 0.2409689868800342, "loss_fcos_ctr": 0.6183197423815727, "loss_fcos_loc": 0.18690806673839688, "loss_mask": 0.2595278462395072, "loss_maskiou": 0.005685013748006895, "loss_sem_seg": 0.2549938161391765, "lr": 0.01, "mask_rcnn/accuracy": 0.8886318878366825, "mask_rcnn/false_negative": 0.07276083430895992, "mask_rcnn/false_positive": 0.15615061566257066, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.5, "time": 0.7268995577469468, "total_loss": 1.583909604960354} {"data_time": 0.011001063510775566, "eta_seconds": 86987.43718347233, "iteration": 150139, "loss_fcos_cls": 0.2449510544538498, "loss_fcos_ctr": 0.6239149919711053, "loss_fcos_loc": 0.19308734498918056, "loss_mask": 0.2678547613322735, "loss_maskiou": 0.005203220061957836, "loss_sem_seg": 0.2481234500883147, "lr": 0.01, "mask_rcnn/accuracy": 0.8831387961363035, "mask_rcnn/false_negative": 0.10068258981255619, "mask_rcnn/false_positive": 0.15428383261750517, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.0, "time": 0.7178904572501779, "total_loss": 1.5942449760914315} {"data_time": 0.010382805950939655, "eta_seconds": 86960.80065723415, "iteration": 150159, "loss_fcos_cls": 0.2533220936311409, "loss_fcos_ctr": 0.6165733961388469, "loss_fcos_loc": 0.19230536557734013, "loss_mask": 0.25253414548933506, "loss_maskiou": 0.005668682752002496, "loss_sem_seg": 0.2599680288694799, "lr": 0.01, "mask_rcnn/accuracy": 0.8976682213289355, "mask_rcnn/false_negative": 0.07740839536208134, "mask_rcnn/false_positive": 0.1205490820852538, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.0, "time": 0.7262400444597006, "total_loss": 1.593744556303136} {"data_time": 0.010819279588758945, "eta_seconds": 86877.17981530912, "iteration": 150179, "loss_fcos_cls": 0.2337154287379235, "loss_fcos_ctr": 0.6174830375239253, "loss_fcos_loc": 0.18548966944217682, "loss_mask": 0.25495751155540347, "loss_maskiou": 0.005407577300502453, "loss_sem_seg": 0.25970874866470695, "lr": 0.01, "mask_rcnn/accuracy": 0.8681637128535624, "mask_rcnn/false_negative": 0.09815387495890757, "mask_rcnn/false_positive": 0.14855011668314638, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.0, "time": 0.7184209870174527, "total_loss": 1.5643158292295993} {"data_time": 0.01033069845288992, "eta_seconds": 86917.33030637074, "iteration": 150199, "loss_fcos_cls": 0.24116985918954015, "loss_fcos_ctr": 0.6157020991668105, "loss_fcos_loc": 0.18087869335431606, "loss_mask": 0.26394125865772367, "loss_maskiou": 0.006040405405656202, "loss_sem_seg": 0.2744999220594764, "lr": 0.01, "mask_rcnn/accuracy": 0.9106353067542807, "mask_rcnn/false_negative": 0.0880805511858429, "mask_rcnn/false_positive": 0.10027556459558125, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.75, "time": 0.7261613281443715, "total_loss": 1.5704651303785795} {"data_time": 0.010054785758256912, "eta_seconds": 86917.26256893855, "iteration": 150219, "loss_fcos_cls": 0.23432246269658208, "loss_fcos_ctr": 0.6170426914468408, "loss_fcos_loc": 0.18384929676540196, "loss_mask": 0.24763737386092544, "loss_maskiou": 0.005108372977701947, "loss_sem_seg": 0.2798682525753975, "lr": 0.01, "mask_rcnn/accuracy": 0.9039732199146208, "mask_rcnn/false_negative": 0.09914300295923464, "mask_rcnn/false_positive": 0.10323688698565259, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.75, "time": 0.7110875891521573, "total_loss": 1.5772513298143167} {"data_time": 0.010717476718127728, "eta_seconds": 86902.74987284001, "iteration": 150239, "loss_fcos_cls": 0.24795975314918905, "loss_fcos_ctr": 0.6179095981642604, "loss_fcos_loc": 0.1917735895840451, "loss_mask": 0.2601127624511719, "loss_maskiou": 0.005221027982770465, "loss_sem_seg": 0.26025761011987925, "lr": 0.01, "mask_rcnn/accuracy": 0.9015196171880748, "mask_rcnn/false_negative": 0.09090756266135427, "mask_rcnn/false_positive": 0.11766490174858152, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.5, "time": 0.723458013497293, "total_loss": 1.5599989520997042} {"data_time": 0.011070514097809792, "eta_seconds": 86888.23717674147, "iteration": 150259, "loss_fcos_cls": 0.25102837022859603, "loss_fcos_ctr": 0.6152223879471421, "loss_fcos_loc": 0.1890680924989283, "loss_mask": 0.2538845590315759, "loss_maskiou": 0.005671019744113437, "loss_sem_seg": 0.2713058842346072, "lr": 0.01, "mask_rcnn/accuracy": 0.8868912378046181, "mask_rcnn/false_negative": 0.08504610884091142, "mask_rcnn/false_positive": 0.1321363706304774, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.25, "time": 0.7301763314753771, "total_loss": 1.588130823802203} {"data_time": 0.010222198441624641, "eta_seconds": 86873.72448064294, "iteration": 150279, "loss_fcos_cls": 0.2617622932884842, "loss_fcos_ctr": 0.6177853094413877, "loss_fcos_loc": 0.18479615182150155, "loss_mask": 0.28549565002322197, "loss_maskiou": 0.00618562480667606, "loss_sem_seg": 0.2866252544336021, "lr": 0.01, "mask_rcnn/accuracy": 0.87865587916127, "mask_rcnn/false_negative": 0.0988599185663868, "mask_rcnn/false_positive": 0.1701095877866807, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7302082879468799, "total_loss": 1.6217067208635854} {"data_time": 0.009467990137636662, "eta_seconds": 86875.19715962093, "iteration": 150299, "loss_fcos_cls": 0.2446046774275601, "loss_fcos_ctr": 0.620773630682379, "loss_fcos_loc": 0.19027749309316278, "loss_mask": 0.2679624492302537, "loss_maskiou": 0.00495683190820273, "loss_sem_seg": 0.26426111278124154, "lr": 0.01, "mask_rcnn/accuracy": 0.8812111801242236, "mask_rcnn/false_negative": 0.0973416024119794, "mask_rcnn/false_positive": 0.12546073030600047, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.75, "time": 0.7336936481297016, "total_loss": 1.5872119643318001} {"data_time": 0.009931232780218124, "eta_seconds": 86844.69908844586, "iteration": 150319, "loss_fcos_cls": 0.2351104263216257, "loss_fcos_ctr": 0.6195485354401171, "loss_fcos_loc": 0.1885575408814475, "loss_mask": 0.253653263207525, "loss_maskiou": 0.004866564035182819, "loss_sem_seg": 0.28048159275203943, "lr": 0.01, "mask_rcnn/accuracy": 0.9023040961220977, "mask_rcnn/false_negative": 0.07789556286532062, "mask_rcnn/false_positive": 0.10907568013678215, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.0, "time": 0.7276147753000259, "total_loss": 1.5907801981811645} {"data_time": 0.009857098571956158, "eta_seconds": 86862.73666104209, "iteration": 150339, "loss_fcos_cls": 0.24266019731294364, "loss_fcos_ctr": 0.620241345372051, "loss_fcos_loc": 0.1871886169537902, "loss_mask": 0.25986938644200563, "loss_maskiou": 0.005341690281056799, "loss_sem_seg": 0.26506099523976445, "lr": 0.01, "mask_rcnn/accuracy": 0.8844669361250994, "mask_rcnn/false_negative": 0.08336211289430262, "mask_rcnn/false_positive": 0.13431611752730105, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7331597069278359, "total_loss": 1.5804461620937218} {"data_time": 0.00960797443985939, "eta_seconds": 86878.04058704805, "iteration": 150359, "loss_fcos_cls": 0.24156231712549925, "loss_fcos_ctr": 0.6195128839462996, "loss_fcos_loc": 0.18399469694122672, "loss_mask": 0.25763974618166685, "loss_maskiou": 0.004980541314580478, "loss_sem_seg": 0.27683288929983974, "lr": 0.01, "mask_rcnn/accuracy": 0.9052492281295836, "mask_rcnn/false_negative": 0.07653647528043683, "mask_rcnn/false_positive": 0.1230557390736457, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7386098261922598, "total_loss": 1.5887917917934828} {"data_time": 0.009523727931082249, "eta_seconds": 86926.7359880032, "iteration": 150379, "loss_fcos_cls": 0.24221481976564974, "loss_fcos_ctr": 0.6204830398783088, "loss_fcos_loc": 0.19521479646209627, "loss_mask": 0.2604895057156682, "loss_maskiou": 0.005339537194231525, "loss_sem_seg": 0.2861367375589907, "lr": 0.01, "mask_rcnn/accuracy": 0.8687446111634771, "mask_rcnn/false_negative": 0.10535642797043296, "mask_rcnn/false_positive": 0.1410795603773074, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.5, "time": 0.7250075442716479, "total_loss": 1.6245162559716846} {"data_time": 0.010455326177179813, "eta_seconds": 86927.57583413646, "iteration": 150399, "loss_fcos_cls": 0.2475481602596119, "loss_fcos_ctr": 0.6202902588993311, "loss_fcos_loc": 0.1898392203147523, "loss_mask": 0.25853425124660134, "loss_maskiou": 0.004612477350747213, "loss_sem_seg": 0.2574200606904924, "lr": 0.01, "mask_rcnn/accuracy": 0.8934970348175821, "mask_rcnn/false_negative": 0.08807637589634831, "mask_rcnn/false_positive": 0.12803422939171316, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.0, "time": 0.7294190563261509, "total_loss": 1.588424248919182} {"data_time": 0.009484631940722466, "eta_seconds": 86929.921586263, "iteration": 150419, "loss_fcos_cls": 0.24162368732504547, "loss_fcos_ctr": 0.6203001854009926, "loss_fcos_loc": 0.18380794615950435, "loss_mask": 0.2655834946781397, "loss_maskiou": 0.006287465163040906, "loss_sem_seg": 0.2507335643749684, "lr": 0.01, "mask_rcnn/accuracy": 0.8717276878313884, "mask_rcnn/false_negative": 0.11739148391565521, "mask_rcnn/false_positive": 0.12616052664266614, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.7284828461706638, "total_loss": 1.587410724721849} {"data_time": 0.009560376405715942, "eta_seconds": 86933.20371113531, "iteration": 150439, "loss_fcos_cls": 0.2582109748618677, "loss_fcos_ctr": 0.6186249554157257, "loss_fcos_loc": 0.1940354109974578, "loss_mask": 0.2741754944436252, "loss_maskiou": 0.006292282589129172, "loss_sem_seg": 0.2784415134228766, "lr": 0.01, "mask_rcnn/accuracy": 0.8914257369614512, "mask_rcnn/false_negative": 0.09748404074174827, "mask_rcnn/false_positive": 0.11568062932091608, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7285094410181046, "total_loss": 1.5928519301960478} {"data_time": 0.009347046725451946, "eta_seconds": 86904.5301481951, "iteration": 150459, "loss_fcos_cls": 0.2528019091114402, "loss_fcos_ctr": 0.6211100621148944, "loss_fcos_loc": 0.19581050192937255, "loss_mask": 0.26248839125037193, "loss_maskiou": 0.00596148847398581, "loss_sem_seg": 0.26071710838004947, "lr": 0.01, "mask_rcnn/accuracy": 0.882624236135132, "mask_rcnn/false_negative": 0.09569174762185301, "mask_rcnn/false_positive": 0.12380029799194445, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.75, "time": 0.715558510273695, "total_loss": 1.6245452212169766} {"data_time": 0.01014147512614727, "eta_seconds": 86869.43078462407, "iteration": 150479, "loss_fcos_cls": 0.23575962567701936, "loss_fcos_ctr": 0.6191588742658496, "loss_fcos_loc": 0.18413087609224021, "loss_mask": 0.25295103061944246, "loss_maskiou": 0.005099236324895173, "loss_sem_seg": 0.25629115593619645, "lr": 0.01, "mask_rcnn/accuracy": 0.8868771735498323, "mask_rcnn/false_negative": 0.09623614640840457, "mask_rcnn/false_positive": 0.15033215091627744, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.25, "time": 0.7156489137560129, "total_loss": 1.5846782825756236} {"data_time": 0.00908362865447998, "eta_seconds": 86839.53383855987, "iteration": 150499, "loss_fcos_cls": 0.23711722815642133, "loss_fcos_ctr": 0.6198041732423007, "loss_fcos_loc": 0.19399170950055122, "loss_mask": 0.2558241211809218, "loss_maskiou": 0.005250784473901149, "loss_sem_seg": 0.2576760712545365, "lr": 0.01, "mask_rcnn/accuracy": 0.8831475182665658, "mask_rcnn/false_negative": 0.10820377086143734, "mask_rcnn/false_positive": 0.12746799861937724, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7161831026896834, "total_loss": 1.5821062065733713} {"data_time": 0.010374150238931179, "eta_seconds": 86779.78663446754, "iteration": 150519, "loss_fcos_cls": 0.2643842897377908, "loss_fcos_ctr": 0.6179818818345666, "loss_fcos_loc": 0.18339799053501338, "loss_mask": 0.25968974083662033, "loss_maskiou": 0.0054926125521888025, "loss_sem_seg": 0.2830597476568073, "lr": 0.01, "mask_rcnn/accuracy": 0.8909859114100185, "mask_rcnn/false_negative": 0.09994590289489598, "mask_rcnn/false_positive": 0.13178372443959424, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.75, "time": 0.7080644303932786, "total_loss": 1.6614391388793592} {"data_time": 0.009666414931416512, "eta_seconds": 86825.82199748978, "iteration": 150539, "loss_fcos_cls": 0.25411124201491475, "loss_fcos_ctr": 0.6208041366189718, "loss_fcos_loc": 0.20741207525134087, "loss_mask": 0.26701922062784433, "loss_maskiou": 0.005195840531087015, "loss_sem_seg": 0.24690545769408345, "lr": 0.01, "mask_rcnn/accuracy": 0.8846615620913045, "mask_rcnn/false_negative": 0.09823282138250602, "mask_rcnn/false_positive": 0.11935853709777576, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7481659362092614, "total_loss": 1.6084998689984786} {"data_time": 0.009967003017663956, "eta_seconds": 86828.147984921, "iteration": 150559, "loss_fcos_cls": 0.24416395765729249, "loss_fcos_ctr": 0.6183524625375867, "loss_fcos_loc": 0.18283175595570356, "loss_mask": 0.25433539040386677, "loss_maskiou": 0.005207443715335103, "loss_sem_seg": 0.2781280246563256, "lr": 0.01, "mask_rcnn/accuracy": 0.889577400727733, "mask_rcnn/false_negative": 0.07978428078214225, "mask_rcnn/false_positive": 0.12799866933857076, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.5, "time": 0.7281771134585142, "total_loss": 1.587281771018752} {"data_time": 0.009805400855839252, "eta_seconds": 86796.74947273359, "iteration": 150579, "loss_fcos_cls": 0.23235511896200478, "loss_fcos_ctr": 0.6176588393282145, "loss_fcos_loc": 0.18737052590586245, "loss_mask": 0.25681878346949816, "loss_maskiou": 0.004637865364202298, "loss_sem_seg": 0.2873458962421864, "lr": 0.01, "mask_rcnn/accuracy": 0.8890614690040198, "mask_rcnn/false_negative": 0.10234691499426449, "mask_rcnn/false_positive": 0.1459716110910693, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7291861437261105, "total_loss": 1.619153214232938} {"data_time": 0.009495173580944538, "eta_seconds": 86746.88258853275, "iteration": 150599, "loss_fcos_cls": 0.24898605374619365, "loss_fcos_ctr": 0.6207367712631822, "loss_fcos_loc": 0.19468203885480762, "loss_mask": 0.2677550623193383, "loss_maskiou": 0.006034776306478307, "loss_sem_seg": 0.290051634889096, "lr": 0.01, "mask_rcnn/accuracy": 0.876701413621455, "mask_rcnn/false_negative": 0.0988385578989606, "mask_rcnn/false_positive": 0.15488019352383892, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.75, "time": 0.7128392877057195, "total_loss": 1.6490574883355293} {"data_time": 0.009932678192853928, "eta_seconds": 86707.15601819009, "iteration": 150619, "loss_fcos_cls": 0.25305232778191566, "loss_fcos_ctr": 0.6186324972659349, "loss_fcos_loc": 0.19439743529073894, "loss_mask": 0.2673213630914688, "loss_maskiou": 0.0057828571007121354, "loss_sem_seg": 0.25498734088614583, "lr": 0.01, "mask_rcnn/accuracy": 0.8952306555195135, "mask_rcnn/false_negative": 0.08645939108223732, "mask_rcnn/false_positive": 0.1368376261623343, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.0, "time": 0.7357687558978796, "total_loss": 1.6201599431078648} {"data_time": 0.009792239405214787, "eta_seconds": 86598.10404503066, "iteration": 150639, "loss_fcos_cls": 0.23540719086304307, "loss_fcos_ctr": 0.6180205657146871, "loss_fcos_loc": 0.18334609852172434, "loss_mask": 0.2589198471978307, "loss_maskiou": 0.005386041055317037, "loss_sem_seg": 0.2879228382371366, "lr": 0.01, "mask_rcnn/accuracy": 0.8743616988747553, "mask_rcnn/false_negative": 0.10915861910392852, "mask_rcnn/false_positive": 0.14181138942295857, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7241871291771531, "total_loss": 1.6002689866072615} {"data_time": 0.010220472700893879, "eta_seconds": 86565.15325430688, "iteration": 150659, "loss_fcos_cls": 0.23844988271594048, "loss_fcos_ctr": 0.6176794311031699, "loss_fcos_loc": 0.1889525055885315, "loss_mask": 0.25089358212426305, "loss_maskiou": 0.0053366659849416465, "loss_sem_seg": 0.26815239572897553, "lr": 0.01, "mask_rcnn/accuracy": 0.894756951693721, "mask_rcnn/false_negative": 0.09145036834255638, "mask_rcnn/false_positive": 0.1301624398479592, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7316329013556242, "total_loss": 1.5764642013600678} {"data_time": 0.00958321988582611, "eta_seconds": 86614.10653509665, "iteration": 150679, "loss_fcos_cls": 0.24392666830681264, "loss_fcos_ctr": 0.6173856910318136, "loss_fcos_loc": 0.17736113411956467, "loss_mask": 0.2504235813394189, "loss_maskiou": 0.004767836084283772, "loss_sem_seg": 0.2552543100900948, "lr": 0.01, "mask_rcnn/accuracy": 0.8828340115808229, "mask_rcnn/false_negative": 0.09761210472700538, "mask_rcnn/false_positive": 0.1429473351192605, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.0, "time": 0.7419635551050305, "total_loss": 1.5645829466047871} {"data_time": 0.010665840469300747, "eta_seconds": 86599.58870394621, "iteration": 150699, "loss_fcos_cls": 0.2433509468100965, "loss_fcos_ctr": 0.6166000133380294, "loss_fcos_loc": 0.1899796836078167, "loss_mask": 0.2526722252368927, "loss_maskiou": 0.005328408515197225, "loss_sem_seg": 0.2781512360088527, "lr": 0.01, "mask_rcnn/accuracy": 0.9088137627678443, "mask_rcnn/false_negative": 0.0685019567756541, "mask_rcnn/false_positive": 0.12380736299928743, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.25, "time": 0.7267369069159031, "total_loss": 1.5792345752270194} {"data_time": 0.00991866085678339, "eta_seconds": 86585.07087279577, "iteration": 150719, "loss_fcos_cls": 0.2596883401274681, "loss_fcos_ctr": 0.619265460409224, "loss_fcos_loc": 0.1965721279848367, "loss_mask": 0.25465549621731043, "loss_maskiou": 0.004823820599995088, "loss_sem_seg": 0.271984362276271, "lr": 0.01, "mask_rcnn/accuracy": 0.8956179511278195, "mask_rcnn/false_negative": 0.09958920181737865, "mask_rcnn/false_positive": 0.08818748787120047, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.25, "time": 0.7235606834292412, "total_loss": 1.6004609979499946} {"data_time": 0.010148066096007824, "eta_seconds": 86539.9324703766, "iteration": 150739, "loss_fcos_cls": 0.23797225742600858, "loss_fcos_ctr": 0.6199236987158656, "loss_fcos_loc": 0.18939896672964096, "loss_mask": 0.27172320894896984, "loss_maskiou": 0.005109400550281862, "loss_sem_seg": 0.26766503835096955, "lr": 0.01, "mask_rcnn/accuracy": 0.9063689463880791, "mask_rcnn/false_negative": 0.09296819980004736, "mask_rcnn/false_positive": 0.10732036824333535, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 23.25, "time": 0.7229577042162418, "total_loss": 1.5945544090354815} {"data_time": 0.010022364556789398, "eta_seconds": 86529.40797883272, "iteration": 150759, "loss_fcos_cls": 0.24625836231280118, "loss_fcos_ctr": 0.6188437379896641, "loss_fcos_loc": 0.18980316002853215, "loss_mask": 0.2590961968526244, "loss_maskiou": 0.0052194595482433215, "loss_sem_seg": 0.2533766927663237, "lr": 0.01, "mask_rcnn/accuracy": 0.8753427890418239, "mask_rcnn/false_negative": 0.10486636644845868, "mask_rcnn/false_positive": 0.14353142155889215, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 43.25, "time": 0.7325807986781001, "total_loss": 1.5771077266690554} {"data_time": 0.010737666860222816, "eta_seconds": 86590.94703214616, "iteration": 150779, "loss_fcos_cls": 0.25136908842250705, "loss_fcos_ctr": 0.6162536651827395, "loss_fcos_loc": 0.17956848721951246, "loss_mask": 0.24798911064863205, "loss_maskiou": 0.005178603547392413, "loss_sem_seg": 0.25941828079521656, "lr": 0.01, "mask_rcnn/accuracy": 0.8984343737494997, "mask_rcnn/false_negative": 0.08307157190395387, "mask_rcnn/false_positive": 0.10305622105992934, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 28.75, "time": 0.7372898943722248, "total_loss": 1.5491102367377607} {"data_time": 0.01058532390743494, "eta_seconds": 86524.78480727877, "iteration": 150799, "loss_fcos_cls": 0.2601197308395058, "loss_fcos_ctr": 0.620976188685745, "loss_fcos_loc": 0.19228091521654278, "loss_mask": 0.2515237987972796, "loss_maskiou": 0.005332923406967893, "loss_sem_seg": 0.28661829023621976, "lr": 0.01, "mask_rcnn/accuracy": 0.8836209886459057, "mask_rcnn/false_negative": 0.09259899223067097, "mask_rcnn/false_positive": 0.14181676203914534, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 26.25, "time": 0.7166864313185215, "total_loss": 1.5902455595169158} {"data_time": 0.009780390188097954, "eta_seconds": 86561.89478563517, "iteration": 150819, "loss_fcos_cls": 0.24780880298931152, "loss_fcos_ctr": 0.6213645068928599, "loss_fcos_loc": 0.1914488549809903, "loss_mask": 0.27504823822528124, "loss_maskiou": 0.005536477739951806, "loss_sem_seg": 0.290314796497114, "lr": 0.01, "mask_rcnn/accuracy": 0.8754227881628842, "mask_rcnn/false_negative": 0.09282063870509866, "mask_rcnn/false_positive": 0.12402539581518948, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.7311021257191896, "total_loss": 1.6233703122125007} {"data_time": 0.00927632674574852, "eta_seconds": 86610.0853914721, "iteration": 150839, "loss_fcos_cls": 0.2367488257586956, "loss_fcos_ctr": 0.6181313591077924, "loss_fcos_loc": 0.19284518586937338, "loss_mask": 0.2667362564243376, "loss_maskiou": 0.005646022065775469, "loss_sem_seg": 0.2461351938545704, "lr": 0.01, "mask_rcnn/accuracy": 0.872417920090114, "mask_rcnn/false_negative": 0.08709734332299848, "mask_rcnn/false_positive": 0.12420560438409894, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.7371135177090764, "total_loss": 1.5893597054237034} {"data_time": 0.010294497944414616, "eta_seconds": 86626.59576360323, "iteration": 150859, "loss_fcos_cls": 0.24570734496228397, "loss_fcos_ctr": 0.6146475821733475, "loss_fcos_loc": 0.1800441814120859, "loss_mask": 0.26613819133490324, "loss_maskiou": 0.004885268761427142, "loss_sem_seg": 0.2623974638991058, "lr": 0.01, "mask_rcnn/accuracy": 0.8901341192047472, "mask_rcnn/false_negative": 0.09307484559982401, "mask_rcnn/false_positive": 0.1267129404894742, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.7325476985424757, "total_loss": 1.5917069699862623} {"data_time": 0.009438526816666126, "eta_seconds": 86561.84342202824, "iteration": 150879, "loss_fcos_cls": 0.24023369897622615, "loss_fcos_ctr": 0.6199036398902535, "loss_fcos_loc": 0.19260716973803937, "loss_mask": 0.26579491421580315, "loss_maskiou": 0.005530632995942142, "loss_sem_seg": 0.2715813312679529, "lr": 0.01, "mask_rcnn/accuracy": 0.8864776347823364, "mask_rcnn/false_negative": 0.08304922296985622, "mask_rcnn/false_positive": 0.16063533276630812, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 36.75, "time": 0.7181493360549212, "total_loss": 1.5734482693806058} {"data_time": 0.010301551781594753, "eta_seconds": 86610.22452623583, "iteration": 150899, "loss_fcos_cls": 0.23979410098399967, "loss_fcos_ctr": 0.6216945014894009, "loss_fcos_loc": 0.1937509758863598, "loss_mask": 0.2703328072093427, "loss_maskiou": 0.005362880721804686, "loss_sem_seg": 0.23377090645954013, "lr": 0.01, "mask_rcnn/accuracy": 0.8908021541950113, "mask_rcnn/false_negative": 0.09052771075379351, "mask_rcnn/false_positive": 0.14938824745439383, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7328487671911716, "total_loss": 1.5788484117947519} {"data_time": 0.00962537620216608, "eta_seconds": 86599.00484217796, "iteration": 150919, "loss_fcos_cls": 0.25890885200351477, "loss_fcos_ctr": 0.6199010955169797, "loss_fcos_loc": 0.19000219856388867, "loss_mask": 0.25355612742714584, "loss_maskiou": 0.00562345238722628, "loss_sem_seg": 0.2739209244027734, "lr": 0.01, "mask_rcnn/accuracy": 0.8866841612756065, "mask_rcnn/false_negative": 0.08742065764968684, "mask_rcnn/false_positive": 0.15678275604842118, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.25, "time": 0.7354748649522662, "total_loss": 1.579004918341525} {"data_time": 0.009933366440236568, "eta_seconds": 86555.57728289254, "iteration": 150939, "loss_fcos_cls": 0.23420820268802345, "loss_fcos_ctr": 0.6200430523604155, "loss_fcos_loc": 0.1871498532127589, "loss_mask": 0.2736317524686456, "loss_maskiou": 0.005374224914703518, "loss_sem_seg": 0.26017729891464114, "lr": 0.01, "mask_rcnn/accuracy": 0.8907632222849614, "mask_rcnn/false_negative": 0.09998174285431921, "mask_rcnn/false_positive": 0.15342800297542697, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7165402816608548, "total_loss": 1.5752237422384496} {"data_time": 0.009613397531211376, "eta_seconds": 86503.70969687682, "iteration": 150959, "loss_fcos_cls": 0.24288818868808448, "loss_fcos_ctr": 0.6209039804525673, "loss_fcos_loc": 0.18859183439053595, "loss_mask": 0.26562801841646433, "loss_maskiou": 0.005376335291657597, "loss_sem_seg": 0.25626646541059017, "lr": 0.01, "mask_rcnn/accuracy": 0.8846667622745301, "mask_rcnn/false_negative": 0.10564524360557617, "mask_rcnn/false_positive": 0.14121711998212094, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7175927059724927, "total_loss": 1.5882678925190703} {"data_time": 0.009373998269438744, "eta_seconds": 86489.17626558896, "iteration": 150979, "loss_fcos_cls": 0.24402142385952175, "loss_fcos_ctr": 0.6202569976449013, "loss_fcos_loc": 0.18730804196093231, "loss_mask": 0.2537776231765747, "loss_maskiou": 0.004873537509411108, "loss_sem_seg": 0.265200634021312, "lr": 0.01, "mask_rcnn/accuracy": 0.886018565516544, "mask_rcnn/false_negative": 0.08997843888972004, "mask_rcnn/false_positive": 0.14081512488112147, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.5, "time": 0.7156146336346865, "total_loss": 1.5951719365039025} {"data_time": 0.010198185220360756, "eta_seconds": 86379.61021175142, "iteration": 150999, "loss_fcos_cls": 0.26452683052048087, "loss_fcos_ctr": 0.6203628368675709, "loss_fcos_loc": 0.19618041475769132, "loss_mask": 0.26520947832614183, "loss_maskiou": 0.005721118563087657, "loss_sem_seg": 0.2783158245147206, "lr": 0.01, "mask_rcnn/accuracy": 0.8892482853797257, "mask_rcnn/false_negative": 0.08272591745749681, "mask_rcnn/false_positive": 0.11786050988165277, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7136592175811529, "total_loss": 1.6247022170136916} {"data_time": 0.010042790323495865, "eta_seconds": 86365.09275219869, "iteration": 151019, "loss_fcos_cls": 0.2569591626524925, "loss_fcos_ctr": 0.6196775417774916, "loss_fcos_loc": 0.19572521169902757, "loss_mask": 0.25807874323800206, "loss_maskiou": 0.0054181752348085865, "loss_sem_seg": 0.26701395912095904, "lr": 0.01, "mask_rcnn/accuracy": 0.8738593995290425, "mask_rcnn/false_negative": 0.0982126310237362, "mask_rcnn/false_positive": 0.15058147783797018, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.6996308136731386, "total_loss": 1.6287017226477474} {"data_time": 0.010193398222327232, "eta_seconds": 86427.21501172055, "iteration": 151039, "loss_fcos_cls": 0.2506920420564711, "loss_fcos_ctr": 0.6169544085860252, "loss_fcos_loc": 0.18574173958040774, "loss_mask": 0.24130044784396887, "loss_maskiou": 0.004502474042965332, "loss_sem_seg": 0.24633351201191545, "lr": 0.01, "mask_rcnn/accuracy": 0.8870081625881938, "mask_rcnn/false_negative": 0.0811717598876939, "mask_rcnn/false_positive": 0.13563900105268734, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 23.5, "time": 0.7555962326005101, "total_loss": 1.567667930306925} {"data_time": 0.010390549898147583, "eta_seconds": 86412.68466731999, "iteration": 151059, "loss_fcos_cls": 0.24798133736476302, "loss_fcos_ctr": 0.6193920262157917, "loss_fcos_loc": 0.18691569566726685, "loss_mask": 0.26543573709204793, "loss_maskiou": 0.005861567740794271, "loss_sem_seg": 0.2648128494620323, "lr": 0.01, "mask_rcnn/accuracy": 0.877846137655574, "mask_rcnn/false_negative": 0.09673600012820774, "mask_rcnn/false_positive": 0.14556307839189478, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7451149057596922, "total_loss": 1.581289211200783} {"data_time": 0.00986379012465477, "eta_seconds": 86372.35754505266, "iteration": 151079, "loss_fcos_cls": 0.2447644977364689, "loss_fcos_ctr": 0.6206292118877172, "loss_fcos_loc": 0.19198780111037195, "loss_mask": 0.2692943196743727, "loss_maskiou": 0.005584196085692383, "loss_sem_seg": 0.26591054257005453, "lr": 0.01, "mask_rcnn/accuracy": 0.8861315444545165, "mask_rcnn/false_negative": 0.10722899338755916, "mask_rcnn/false_positive": 0.10542934597338742, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.75, "time": 0.7233013827353716, "total_loss": 1.600523621928005} {"data_time": 0.010100159794092178, "eta_seconds": 86383.62397851888, "iteration": 151099, "loss_fcos_cls": 0.24501851224340498, "loss_fcos_ctr": 0.6183647271245718, "loss_fcos_loc": 0.18202703597489744, "loss_mask": 0.256259729154408, "loss_maskiou": 0.004581176064675674, "loss_sem_seg": 0.2671918566338718, "lr": 0.01, "mask_rcnn/accuracy": 0.9079749087134854, "mask_rcnn/false_negative": 0.08130273373756881, "mask_rcnn/false_positive": 0.09888543323537806, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.25, "time": 0.7221648991107941, "total_loss": 1.5774081614436} {"data_time": 0.010082360357046127, "eta_seconds": 86369.09363411833, "iteration": 151119, "loss_fcos_cls": 0.24722576641943306, "loss_fcos_ctr": 0.6158146066591144, "loss_fcos_loc": 0.18474917975254357, "loss_mask": 0.24164937948808074, "loss_maskiou": 0.0051378281495999545, "loss_sem_seg": 0.2553201736882329, "lr": 0.01, "mask_rcnn/accuracy": 0.9015817865607781, "mask_rcnn/false_negative": 0.08234825597851568, "mask_rcnn/false_positive": 0.11088241457205396, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.5, "time": 0.7198959300294518, "total_loss": 1.5588192207760585} {"data_time": 0.010778841562569141, "eta_seconds": 86354.56328971777, "iteration": 151139, "loss_fcos_cls": 0.24695932725444436, "loss_fcos_ctr": 0.6164007307961583, "loss_fcos_loc": 0.1769630303606391, "loss_mask": 0.25536313839256763, "loss_maskiou": 0.005433233731309883, "loss_sem_seg": 0.2653269723523408, "lr": 0.01, "mask_rcnn/accuracy": 0.8960153026727933, "mask_rcnn/false_negative": 0.08555553606754715, "mask_rcnn/false_positive": 0.12234969221861405, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 25.0, "time": 0.7188372481614351, "total_loss": 1.5891650996054523} {"data_time": 0.009850877337157726, "eta_seconds": 86395.6405529622, "iteration": 151159, "loss_fcos_cls": 0.2456898307427764, "loss_fcos_ctr": 0.617692006751895, "loss_fcos_loc": 0.18182316701859236, "loss_mask": 0.25571694131940603, "loss_maskiou": 0.005030506974435411, "loss_sem_seg": 0.25227523734793067, "lr": 0.01, "mask_rcnn/accuracy": 0.8853172519007604, "mask_rcnn/false_negative": 0.07914421151251042, "mask_rcnn/false_positive": 0.13390684012771245, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 33.0, "time": 0.7280731126666069, "total_loss": 1.5799477493710583} {"data_time": 0.009589118883013725, "eta_seconds": 86399.9375111293, "iteration": 151179, "loss_fcos_cls": 0.23950310051441193, "loss_fcos_ctr": 0.6165506327524781, "loss_fcos_loc": 0.18905100924894214, "loss_mask": 0.26178707648068666, "loss_maskiou": 0.006327874172711745, "loss_sem_seg": 0.27591419173404574, "lr": 0.01, "mask_rcnn/accuracy": 0.8795363999110539, "mask_rcnn/false_negative": 0.10428285429417491, "mask_rcnn/false_positive": 0.14551270285119466, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.5, "time": 0.729013898409903, "total_loss": 1.5928553829726297} {"data_time": 0.01032199151813984, "eta_seconds": 86385.39463781379, "iteration": 151199, "loss_fcos_cls": 0.2504570984747261, "loss_fcos_ctr": 0.6176506243646145, "loss_fcos_loc": 0.20021046535111964, "loss_mask": 0.2582769854925573, "loss_maskiou": 0.005311129232723033, "loss_sem_seg": 0.2833850644528866, "lr": 0.01, "mask_rcnn/accuracy": 0.9018597911033742, "mask_rcnn/false_negative": 0.0915024264933082, "mask_rcnn/false_positive": 0.10071469990897951, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.728943495079875, "total_loss": 1.6008997923054267} {"data_time": 0.009882369078695774, "eta_seconds": 86401.89822921157, "iteration": 151219, "loss_fcos_cls": 0.23777883825823665, "loss_fcos_ctr": 0.6206084787845612, "loss_fcos_loc": 0.1924060102319345, "loss_mask": 0.26814531441777945, "loss_maskiou": 0.005645423741952982, "loss_sem_seg": 0.2613172656856477, "lr": 0.01, "mask_rcnn/accuracy": 0.8825744338831423, "mask_rcnn/false_negative": 0.10714332109012638, "mask_rcnn/false_positive": 0.14757392536767194, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.0, "time": 0.7457281267270446, "total_loss": 1.6121941567762406} {"data_time": 0.009557388722896576, "eta_seconds": 86393.50274160784, "iteration": 151239, "loss_fcos_cls": 0.24697136599570513, "loss_fcos_ctr": 0.6221448136493564, "loss_fcos_loc": 0.19627272011712193, "loss_mask": 0.2656914060935378, "loss_maskiou": 0.005195686717343051, "loss_sem_seg": 0.2829853272996843, "lr": 0.01, "mask_rcnn/accuracy": 0.8742660365428223, "mask_rcnn/false_negative": 0.12093657223575016, "mask_rcnn/false_positive": 0.12364009652438904, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7287247991189361, "total_loss": 1.6296153485527611} {"data_time": 0.010390140116214752, "eta_seconds": 86395.90845564473, "iteration": 151259, "loss_fcos_cls": 0.2520544142462313, "loss_fcos_ctr": 0.6221426911652088, "loss_fcos_loc": 0.1945330190937966, "loss_mask": 0.26943613681942225, "loss_maskiou": 0.0055770694016246125, "loss_sem_seg": 0.27908601984381676, "lr": 0.01, "mask_rcnn/accuracy": 0.876293270472746, "mask_rcnn/false_negative": 0.12574495480025982, "mask_rcnn/false_positive": 0.15036664248991205, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.75, "time": 0.7414957089349627, "total_loss": 1.6168005482977605} {"data_time": 0.010626145638525486, "eta_seconds": 86358.2539267242, "iteration": 151279, "loss_fcos_cls": 0.24977648176718503, "loss_fcos_ctr": 0.6189488428644836, "loss_fcos_loc": 0.17989204789046198, "loss_mask": 0.2513823276385665, "loss_maskiou": 0.004906258294795407, "loss_sem_seg": 0.2580263209529221, "lr": 0.01, "mask_rcnn/accuracy": 0.8709756121158956, "mask_rcnn/false_negative": 0.11182336455466174, "mask_rcnn/false_positive": 0.1452845851157099, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.75, "time": 0.7222648039460182, "total_loss": 1.5690255812442047} {"data_time": 0.01048352476209402, "eta_seconds": 86336.7173653096, "iteration": 151299, "loss_fcos_cls": 0.2511599501594901, "loss_fcos_ctr": 0.6166142001748085, "loss_fcos_loc": 0.18934383720625192, "loss_mask": 0.26336421724408865, "loss_maskiou": 0.005405923540820368, "loss_sem_seg": 0.2635174007155001, "lr": 0.01, "mask_rcnn/accuracy": 0.8991891943344502, "mask_rcnn/false_negative": 0.09547958447392174, "mask_rcnn/false_positive": 0.10946997771707029, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.75, "time": 0.726472313515842, "total_loss": 1.613043011908303} {"data_time": 0.009076152928173542, "eta_seconds": 86342.51520062331, "iteration": 151319, "loss_fcos_cls": 0.2468710858374834, "loss_fcos_ctr": 0.6194469826295972, "loss_fcos_loc": 0.18684834660962224, "loss_mask": 0.26598470751196146, "loss_maskiou": 0.005805295557365753, "loss_sem_seg": 0.2635936690494418, "lr": 0.01, "mask_rcnn/accuracy": 0.8878008703481393, "mask_rcnn/false_negative": 0.07422319627871135, "mask_rcnn/false_positive": 0.12329501374403085, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.25, "time": 0.7332455739378929, "total_loss": 1.5807053869502852} {"data_time": 0.010486366227269173, "eta_seconds": 86320.75705679413, "iteration": 151339, "loss_fcos_cls": 0.24033338960725814, "loss_fcos_ctr": 0.6186043089255691, "loss_fcos_loc": 0.1884136365260929, "loss_mask": 0.2619855678640306, "loss_maskiou": 0.005281441433908185, "loss_sem_seg": 0.25840476411394775, "lr": 0.01, "mask_rcnn/accuracy": 0.8920422335600907, "mask_rcnn/false_negative": 0.07830936787096442, "mask_rcnn/false_positive": 0.12410746604449607, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.25, "time": 0.7318912344053388, "total_loss": 1.5751120354107115} {"data_time": 0.01162929181009531, "eta_seconds": 86306.20791983139, "iteration": 151359, "loss_fcos_cls": 0.24167086416855454, "loss_fcos_ctr": 0.6181331076659262, "loss_fcos_loc": 0.18481361994054168, "loss_mask": 0.24577081855386496, "loss_maskiou": 0.0053664015722461045, "loss_sem_seg": 0.2837494621053338, "lr": 0.01, "mask_rcnn/accuracy": 0.9067443278584418, "mask_rcnn/false_negative": 0.09290123098658817, "mask_rcnn/false_positive": 0.10554113839607773, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.25, "time": 0.7332366947084665, "total_loss": 1.5688970205483201} {"data_time": 0.009548865258693695, "eta_seconds": 86285.51342257857, "iteration": 151379, "loss_fcos_cls": 0.24667971744202077, "loss_fcos_ctr": 0.6197546031326056, "loss_fcos_loc": 0.19562496501021087, "loss_mask": 0.2619741279631853, "loss_maskiou": 0.004990756111510564, "loss_sem_seg": 0.26398103474639356, "lr": 0.01, "mask_rcnn/accuracy": 0.8778738347190729, "mask_rcnn/false_negative": 0.09319783943364116, "mask_rcnn/false_positive": 0.13758240263540866, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.0, "time": 0.7210966758430004, "total_loss": 1.5924785985043854} {"data_time": 0.010359511710703373, "eta_seconds": 86246.62462142296, "iteration": 151399, "loss_fcos_cls": 0.250607016379945, "loss_fcos_ctr": 0.6187948891893029, "loss_fcos_loc": 0.18907465017400682, "loss_mask": 0.2596922842785716, "loss_maskiou": 0.005769062845502049, "loss_sem_seg": 0.30191038735210896, "lr": 0.01, "mask_rcnn/accuracy": 0.8845169229663696, "mask_rcnn/false_negative": 0.0842210573943369, "mask_rcnn/false_positive": 0.15593304520466544, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.25, "time": 0.718504804186523, "total_loss": 1.612764157638594} {"data_time": 0.010707123205065727, "eta_seconds": 86225.42303134315, "iteration": 151419, "loss_fcos_cls": 0.24288384662941098, "loss_fcos_ctr": 0.6181437922641635, "loss_fcos_loc": 0.18868872243911028, "loss_mask": 0.2563199792057276, "loss_maskiou": 0.005454054611618631, "loss_sem_seg": 0.2779601700603962, "lr": 0.01, "mask_rcnn/accuracy": 0.8946177334570191, "mask_rcnn/false_negative": 0.08365070419331233, "mask_rcnn/false_positive": 0.14010298580754643, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 25.75, "time": 0.7333296900615096, "total_loss": 1.5819420813477336} {"data_time": 0.00917099229991436, "eta_seconds": 86193.47665093094, "iteration": 151439, "loss_fcos_cls": 0.23806904791854322, "loss_fcos_ctr": 0.621032427996397, "loss_fcos_loc": 0.1898992070928216, "loss_mask": 0.24996746517717838, "loss_maskiou": 0.005211208874243312, "loss_sem_seg": 0.2593729307409376, "lr": 0.01, "mask_rcnn/accuracy": 0.8834078489609665, "mask_rcnn/false_negative": 0.0985719438747795, "mask_rcnn/false_positive": 0.16900703954698176, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7202229760587215, "total_loss": 1.5734979041008046} {"data_time": 0.00999537669122219, "eta_seconds": 86151.76563972328, "iteration": 151459, "loss_fcos_cls": 0.24853759328834713, "loss_fcos_ctr": 0.6174448681995273, "loss_fcos_loc": 0.1884080762974918, "loss_mask": 0.25831370055675507, "loss_maskiou": 0.0052429117931751534, "loss_sem_seg": 0.28749335114844143, "lr": 0.01, "mask_rcnn/accuracy": 0.8752063608948734, "mask_rcnn/false_negative": 0.09802716047418131, "mask_rcnn/false_positive": 0.12796455478623764, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.5, "time": 0.7119346670806408, "total_loss": 1.5918797410777188} {"data_time": 0.010166067630052567, "eta_seconds": 86089.14080408402, "iteration": 151479, "loss_fcos_cls": 0.2490023490972817, "loss_fcos_ctr": 0.6201414121314883, "loss_fcos_loc": 0.201210988976527, "loss_mask": 0.2744373641908169, "loss_maskiou": 0.005852853995747864, "loss_sem_seg": 0.2655123705044389, "lr": 0.01, "mask_rcnn/accuracy": 0.8886867720573077, "mask_rcnn/false_negative": 0.10004334578678448, "mask_rcnn/false_positive": 0.11967842813569912, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7097188541665673, "total_loss": 1.6343788369267713} {"data_time": 0.009942489676177502, "eta_seconds": 86074.61356573738, "iteration": 151499, "loss_fcos_cls": 0.24026044458150864, "loss_fcos_ctr": 0.6165523980744183, "loss_fcos_loc": 0.18010395189048722, "loss_mask": 0.2570986431092024, "loss_maskiou": 0.005496170590049587, "loss_sem_seg": 0.26469246484339237, "lr": 0.01, "mask_rcnn/accuracy": 0.8827853335363995, "mask_rcnn/false_negative": 0.0755543930404757, "mask_rcnn/false_positive": 0.1430234934965099, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.25, "time": 0.7163789262995124, "total_loss": 1.5764287846686784} {"data_time": 0.009539526887238026, "eta_seconds": 86108.15957989264, "iteration": 151519, "loss_fcos_cls": 0.2535965726710856, "loss_fcos_ctr": 0.6210941411554813, "loss_fcos_loc": 0.18939811608288437, "loss_mask": 0.2614460922777653, "loss_maskiou": 0.005080138056655414, "loss_sem_seg": 0.3074419875629246, "lr": 0.01, "mask_rcnn/accuracy": 0.8907207975038465, "mask_rcnn/false_negative": 0.09136633807900013, "mask_rcnn/false_positive": 0.12930962361129525, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7210282515734434, "total_loss": 1.6362444535116083} {"data_time": 0.01013836171478033, "eta_seconds": 86018.28047107346, "iteration": 151539, "loss_fcos_cls": 0.2445190977305174, "loss_fcos_ctr": 0.6202863147482276, "loss_fcos_loc": 0.19365581520833075, "loss_mask": 0.26105960831046104, "loss_maskiou": 0.00575776618643431, "loss_sem_seg": 0.27295681927353144, "lr": 0.01, "mask_rcnn/accuracy": 0.8852464150015542, "mask_rcnn/false_negative": 0.10177356329773357, "mask_rcnn/false_positive": 0.11686558665825406, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.25, "time": 0.7321400074288249, "total_loss": 1.6090205217369657} {"data_time": 0.011004629544913769, "eta_seconds": 85969.3107966613, "iteration": 151559, "loss_fcos_cls": 0.23604964558035135, "loss_fcos_ctr": 0.6175903766416013, "loss_fcos_loc": 0.18807623523753136, "loss_mask": 0.26341720949858427, "loss_maskiou": 0.005329101928509772, "loss_sem_seg": 0.27166656334884465, "lr": 0.01, "mask_rcnn/accuracy": 0.8964430298516922, "mask_rcnn/false_negative": 0.0941932123353911, "mask_rcnn/false_positive": 0.11148897042878395, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.25, "time": 0.7154449904337525, "total_loss": 1.587949760039919} {"data_time": 0.009508243761956692, "eta_seconds": 85945.85633912217, "iteration": 151579, "loss_fcos_cls": 0.24216285115107894, "loss_fcos_ctr": 0.6197582688182592, "loss_fcos_loc": 0.1902616461738944, "loss_mask": 0.2604429628700018, "loss_maskiou": 0.005307279272528831, "loss_sem_seg": 0.2677588276565075, "lr": 0.01, "mask_rcnn/accuracy": 0.8988754839880617, "mask_rcnn/false_negative": 0.06890231453332936, "mask_rcnn/false_positive": 0.13516426795970685, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.0, "time": 0.7260104259476066, "total_loss": 1.5849177345153294} {"data_time": 0.00923940259963274, "eta_seconds": 85962.56285582855, "iteration": 151599, "loss_fcos_cls": 0.2337689578998834, "loss_fcos_ctr": 0.6187889669090509, "loss_fcos_loc": 0.1914741737418808, "loss_mask": 0.26215759944170713, "loss_maskiou": 0.005449885453344905, "loss_sem_seg": 0.25880551151931286, "lr": 0.01, "mask_rcnn/accuracy": 0.8887674117265953, "mask_rcnn/false_negative": 0.09550333770431721, "mask_rcnn/false_positive": 0.1337360532665457, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 39.0, "time": 0.7316346783190966, "total_loss": 1.5756148778091301} {"data_time": 0.009764201939105988, "eta_seconds": 85937.18024659064, "iteration": 151619, "loss_fcos_cls": 0.2479306422173977, "loss_fcos_ctr": 0.6177918594330549, "loss_fcos_loc": 0.1953213254455477, "loss_mask": 0.2756321066990495, "loss_maskiou": 0.006147722859168425, "loss_sem_seg": 0.26925143669359386, "lr": 0.01, "mask_rcnn/accuracy": 0.8671814416220612, "mask_rcnn/false_negative": 0.11699171103174069, "mask_rcnn/false_positive": 0.14690955220142343, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7244024174287915, "total_loss": 1.6172702758631203} {"data_time": 0.010090121999382973, "eta_seconds": 85942.18021918088, "iteration": 151639, "loss_fcos_cls": 0.24373857979662716, "loss_fcos_ctr": 0.619797483086586, "loss_fcos_loc": 0.188200298929587, "loss_mask": 0.2648720722645521, "loss_maskiou": 0.005336584959877655, "loss_sem_seg": 0.25976208271458745, "lr": 0.01, "mask_rcnn/accuracy": 0.871127192373548, "mask_rcnn/false_negative": 0.10605698193950122, "mask_rcnn/false_positive": 0.14535455763322128, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.25, "time": 0.7387547697871923, "total_loss": 1.5796489455897245} {"data_time": 0.01030076015740633, "eta_seconds": 85927.6581755653, "iteration": 151659, "loss_fcos_cls": 0.2577807982452214, "loss_fcos_ctr": 0.6223434917628765, "loss_fcos_loc": 0.19192853424465284, "loss_mask": 0.25533734913915396, "loss_maskiou": 0.005061482792370953, "loss_sem_seg": 0.27300493605434895, "lr": 0.01, "mask_rcnn/accuracy": 0.8697639381839692, "mask_rcnn/false_negative": 0.09729063075084066, "mask_rcnn/false_positive": 0.14315425564906598, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 38.25, "time": 0.7412334345281124, "total_loss": 1.60223692888394} {"data_time": 0.00969461165368557, "eta_seconds": 85913.13613194972, "iteration": 151679, "loss_fcos_cls": 0.2407527535688132, "loss_fcos_ctr": 0.6201001307927072, "loss_fcos_loc": 0.18801485555013642, "loss_mask": 0.2588901771232486, "loss_maskiou": 0.005338865928933956, "loss_sem_seg": 0.24242757365573198, "lr": 0.01, "mask_rcnn/accuracy": 0.9016671184602874, "mask_rcnn/false_negative": 0.06872947217127084, "mask_rcnn/false_positive": 0.12231095402544895, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.5, "time": 0.7401989446952939, "total_loss": 1.5646525544507313} {"data_time": 0.010395403951406479, "eta_seconds": 85898.61408833414, "iteration": 151699, "loss_fcos_cls": 0.23954349663108587, "loss_fcos_ctr": 0.6169752134010196, "loss_fcos_loc": 0.18993744999170303, "loss_mask": 0.25589826004579663, "loss_maskiou": 0.005247998356935568, "loss_sem_seg": 0.28103302302770317, "lr": 0.01, "mask_rcnn/accuracy": 0.8991702890037594, "mask_rcnn/false_negative": 0.06553823932957727, "mask_rcnn/false_positive": 0.1452303639990255, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.0, "time": 0.7272804938256741, "total_loss": 1.5958294055817532} {"data_time": 0.010101365856826305, "eta_seconds": 85870.20500601735, "iteration": 151719, "loss_fcos_cls": 0.25235361722297966, "loss_fcos_ctr": 0.6186339957639575, "loss_fcos_loc": 0.19182192021980882, "loss_mask": 0.2673335410654545, "loss_maskiou": 0.004946435714373365, "loss_sem_seg": 0.28357035107910633, "lr": 0.01, "mask_rcnn/accuracy": 0.8924264232702643, "mask_rcnn/false_negative": 0.08811193547170007, "mask_rcnn/false_positive": 0.13122357074946311, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7184698553755879, "total_loss": 1.607463730390009} {"data_time": 0.010217096656560898, "eta_seconds": 85867.64454867505, "iteration": 151739, "loss_fcos_cls": 0.2536865310976282, "loss_fcos_ctr": 0.6185830477625132, "loss_fcos_loc": 0.18870718264952302, "loss_mask": 0.2646003467962146, "loss_maskiou": 0.0055795471198507585, "loss_sem_seg": 0.31629941845312715, "lr": 0.01, "mask_rcnn/accuracy": 0.9113623688341734, "mask_rcnn/false_negative": 0.08290762976209615, "mask_rcnn/false_positive": 0.11837331377248866, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.25, "time": 0.7127927159890532, "total_loss": 1.6262717391800834} {"data_time": 0.010528394021093845, "eta_seconds": 85841.1656150734, "iteration": 151759, "loss_fcos_cls": 0.2461679009720683, "loss_fcos_ctr": 0.6187222562730312, "loss_fcos_loc": 0.18786512326914817, "loss_mask": 0.2579177664592862, "loss_maskiou": 0.005344528573914431, "loss_sem_seg": 0.26024470245465636, "lr": 0.01, "mask_rcnn/accuracy": 0.875, "mask_rcnn/false_negative": 0.09020098445508959, "mask_rcnn/false_positive": 0.14809455048031683, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7247737934812903, "total_loss": 1.5642157123766083} {"data_time": 0.010309652425348759, "eta_seconds": 85784.62751660775, "iteration": 151779, "loss_fcos_cls": 0.24300880241207778, "loss_fcos_ctr": 0.6165702361613512, "loss_fcos_loc": 0.18793856422416866, "loss_mask": 0.26634046621620655, "loss_maskiou": 0.005665422901074635, "loss_sem_seg": 0.2806200413033366, "lr": 0.01, "mask_rcnn/accuracy": 0.885288563477339, "mask_rcnn/false_negative": 0.08964972619973004, "mask_rcnn/false_positive": 0.14197256373050596, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7195434244349599, "total_loss": 1.6109622119620326} {"data_time": 0.010273691266775131, "eta_seconds": 85812.12622412946, "iteration": 151799, "loss_fcos_cls": 0.2327912274049595, "loss_fcos_ctr": 0.6190283289179206, "loss_fcos_loc": 0.18271903798449785, "loss_mask": 0.2538267346099019, "loss_maskiou": 0.0050019656991935335, "loss_sem_seg": 0.2684251614846289, "lr": 0.01, "mask_rcnn/accuracy": 0.8746593846878525, "mask_rcnn/false_negative": 0.09545244542613793, "mask_rcnn/false_positive": 0.1719275849886685, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7369879269972444, "total_loss": 1.5624936646854621} {"data_time": 0.012142766267061234, "eta_seconds": 85771.67265952658, "iteration": 151819, "loss_fcos_cls": 0.24756675213575363, "loss_fcos_ctr": 0.6186361140571535, "loss_fcos_loc": 0.18468577892053872, "loss_mask": 0.261461547575891, "loss_maskiou": 0.005388022833358264, "loss_sem_seg": 0.2665552240796387, "lr": 0.01, "mask_rcnn/accuracy": 0.867579156662665, "mask_rcnn/false_negative": 0.10916599484999184, "mask_rcnn/false_positive": 0.1366602689696388, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.7227660920470953, "total_loss": 1.601121623403742} {"data_time": 0.009897248819470406, "eta_seconds": 85765.75766841229, "iteration": 151839, "loss_fcos_cls": 0.243618403095752, "loss_fcos_ctr": 0.6183453369885683, "loss_fcos_loc": 0.17882896168157458, "loss_mask": 0.2598409866914153, "loss_maskiou": 0.005349874380044639, "loss_sem_seg": 0.24840251356363297, "lr": 0.01, "mask_rcnn/accuracy": 0.9011036738384324, "mask_rcnn/false_negative": 0.0671503743498002, "mask_rcnn/false_positive": 0.09313098895608085, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.0, "time": 0.7430775528773665, "total_loss": 1.5539262208658329} {"data_time": 0.009700179100036621, "eta_seconds": 85739.84416000731, "iteration": 151859, "loss_fcos_cls": 0.2501252945512533, "loss_fcos_ctr": 0.6188092904631048, "loss_fcos_loc": 0.19284605141729116, "loss_mask": 0.27724368777126074, "loss_maskiou": 0.0055450243344239425, "loss_sem_seg": 0.26726236240938306, "lr": 0.01, "mask_rcnn/accuracy": 0.8779474029195011, "mask_rcnn/false_negative": 0.11890397576061851, "mask_rcnn/false_positive": 0.1563263591640156, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.7338186344131827, "total_loss": 1.610453851879356} {"data_time": 0.010126904584467411, "eta_seconds": 85736.72414375748, "iteration": 151879, "loss_fcos_cls": 0.2393339518457651, "loss_fcos_ctr": 0.6188685055822134, "loss_fcos_loc": 0.19119475840125233, "loss_mask": 0.2729795752093196, "loss_maskiou": 0.005525031352590304, "loss_sem_seg": 0.2579470300115645, "lr": 0.01, "mask_rcnn/accuracy": 0.8569060334414139, "mask_rcnn/false_negative": 0.12394209322197985, "mask_rcnn/false_positive": 0.16398515622337467, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7146701058372855, "total_loss": 1.6053181337592832} {"data_time": 0.009610687382519245, "eta_seconds": 85671.97049064841, "iteration": 151899, "loss_fcos_cls": 0.2442128760740161, "loss_fcos_ctr": 0.6198003878816962, "loss_fcos_loc": 0.1920659840106964, "loss_mask": 0.26677578361704946, "loss_maskiou": 0.005246971759333974, "loss_sem_seg": 0.2674905303865671, "lr": 0.01, "mask_rcnn/accuracy": 0.8760136334753681, "mask_rcnn/false_negative": 0.09006500164717257, "mask_rcnn/false_positive": 0.1539385496911505, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7211927846074104, "total_loss": 1.6134642035758588} {"data_time": 0.01058906875550747, "eta_seconds": 85657.46223576646, "iteration": 151919, "loss_fcos_cls": 0.2498265146277845, "loss_fcos_ctr": 0.6179794454947114, "loss_fcos_loc": 0.17966087395325303, "loss_mask": 0.25537033565342426, "loss_maskiou": 0.005170090968022123, "loss_sem_seg": 0.26990077132359147, "lr": 0.01, "mask_rcnn/accuracy": 0.8996937599924762, "mask_rcnn/false_negative": 0.09403880033211931, "mask_rcnn/false_positive": 0.10939371073086744, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 25.5, "time": 0.7443139161914587, "total_loss": 1.6051632953040098} {"data_time": 0.009721720591187477, "eta_seconds": 85669.3306858968, "iteration": 151939, "loss_fcos_cls": 0.24994103400968015, "loss_fcos_ctr": 0.6201946530491114, "loss_fcos_loc": 0.1885500941425562, "loss_mask": 0.2709004106000066, "loss_maskiou": 0.005822063467348926, "loss_sem_seg": 0.27436881442554295, "lr": 0.01, "mask_rcnn/accuracy": 0.8833677653713696, "mask_rcnn/false_negative": 0.0913454667350579, "mask_rcnn/false_positive": 0.13541083308917157, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.7224043384194374, "total_loss": 1.5875204525946174} {"data_time": 0.009901737794280052, "eta_seconds": 85667.26999510266, "iteration": 151959, "loss_fcos_cls": 0.2623360196594149, "loss_fcos_ctr": 0.6212050151079893, "loss_fcos_loc": 0.19730219192570075, "loss_mask": 0.25489512272179127, "loss_maskiou": 0.005142332927789539, "loss_sem_seg": 0.2724182829260826, "lr": 0.01, "mask_rcnn/accuracy": 0.8872528378821407, "mask_rcnn/false_negative": 0.0872913915047745, "mask_rcnn/false_positive": 0.142109166050821, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7088287333026528, "total_loss": 1.6046752893016674} {"data_time": 0.010080847889184952, "eta_seconds": 85652.75516212173, "iteration": 151979, "loss_fcos_cls": 0.24553252873010933, "loss_fcos_ctr": 0.6188282896764576, "loss_fcos_loc": 0.18652757321251556, "loss_mask": 0.26253285398706794, "loss_maskiou": 0.0048368743737228215, "loss_sem_seg": 0.27737007196992636, "lr": 0.01, "mask_rcnn/accuracy": 0.8677535903431677, "mask_rcnn/false_negative": 0.11065627576022943, "mask_rcnn/false_positive": 0.14877754300812324, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7361007379367948, "total_loss": 1.5965697254650877} {"data_time": 0.009062602184712887, "eta_seconds": 85684.92501225881, "iteration": 151999, "loss_fcos_cls": 0.24603470414876938, "loss_fcos_ctr": 0.6183518143370748, "loss_fcos_loc": 0.18629902211250737, "loss_mask": 0.2692312579602003, "loss_maskiou": 0.005281707264657598, "loss_sem_seg": 0.23462574183940887, "lr": 0.01, "mask_rcnn/accuracy": 0.881609018607443, "mask_rcnn/false_negative": 0.11282612830005313, "mask_rcnn/false_positive": 0.11082959754593553, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.7360094403848052, "total_loss": 1.5826744509249693} {"data_time": 0.00931027252227068, "eta_seconds": 85670.40226668678, "iteration": 152019, "loss_fcos_cls": 0.23265171353705227, "loss_fcos_ctr": 0.6191272111609578, "loss_fcos_loc": 0.19201388815417886, "loss_mask": 0.27096471609547734, "loss_maskiou": 0.005479673232912319, "loss_sem_seg": 0.27240944537334144, "lr": 0.01, "mask_rcnn/accuracy": 0.8761509026687597, "mask_rcnn/false_negative": 0.09957063704265257, "mask_rcnn/false_positive": 0.16340828437874008, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7080704718828201, "total_loss": 1.6026240721694194} {"data_time": 0.009677860885858536, "eta_seconds": 85609.21066317894, "iteration": 152039, "loss_fcos_cls": 0.23742159199900925, "loss_fcos_ctr": 0.6178668430075049, "loss_fcos_loc": 0.18809210311155766, "loss_mask": 0.253152278251946, "loss_maskiou": 0.005044358051236486, "loss_sem_seg": 0.2973779942840338, "lr": 0.01, "mask_rcnn/accuracy": 0.9041266721500385, "mask_rcnn/false_negative": 0.09950763303123965, "mask_rcnn/false_positive": 0.10273304562205349, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.25, "time": 0.7103840010240674, "total_loss": 1.5794015305436915} {"data_time": 0.009625858627259731, "eta_seconds": 85582.25434669666, "iteration": 152059, "loss_fcos_cls": 0.22487836109939963, "loss_fcos_ctr": 0.6192068005912006, "loss_fcos_loc": 0.1854646025749389, "loss_mask": 0.24962039943784475, "loss_maskiou": 0.0050146656030847225, "loss_sem_seg": 0.2870584283955395, "lr": 0.01, "mask_rcnn/accuracy": 0.901979040745218, "mask_rcnn/false_negative": 0.08160219344829456, "mask_rcnn/false_positive": 0.11206463171364678, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.0, "time": 0.7178352437913418, "total_loss": 1.5826849947916344} {"data_time": 0.009961451403796673, "eta_seconds": 85567.74162349664, "iteration": 152079, "loss_fcos_cls": 0.24298460339196026, "loss_fcos_ctr": 0.6188600715249777, "loss_fcos_loc": 0.1838725539855659, "loss_mask": 0.2595548522658646, "loss_maskiou": 0.006107295208494179, "loss_sem_seg": 0.2350573935545981, "lr": 0.01, "mask_rcnn/accuracy": 0.8752488211193568, "mask_rcnn/false_negative": 0.10061418241040268, "mask_rcnn/false_positive": 0.13406991819853203, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.0, "time": 0.7238743286579847, "total_loss": 1.5827046116901329} {"data_time": 0.00910984817892313, "eta_seconds": 85577.03975815605, "iteration": 152099, "loss_fcos_cls": 0.24225788423791528, "loss_fcos_ctr": 0.621716096997261, "loss_fcos_loc": 0.19031829736195505, "loss_mask": 0.261819981969893, "loss_maskiou": 0.005435058308648877, "loss_sem_seg": 0.28171807946637273, "lr": 0.01, "mask_rcnn/accuracy": 0.8663805861577669, "mask_rcnn/false_negative": 0.12683933519233725, "mask_rcnn/false_positive": 0.14469116870326906, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 39.0, "time": 0.7322587082162499, "total_loss": 1.611676620261278} {"data_time": 0.010196349583566189, "eta_seconds": 85570.58946607448, "iteration": 152119, "loss_fcos_cls": 0.24496559496037662, "loss_fcos_ctr": 0.6179718933999538, "loss_fcos_loc": 0.1817798818810843, "loss_mask": 0.2502674348652363, "loss_maskiou": 0.005135743624123279, "loss_sem_seg": 0.3501796377822757, "lr": 0.01, "mask_rcnn/accuracy": 0.9018274582560297, "mask_rcnn/false_negative": 0.09272183875803401, "mask_rcnn/false_positive": 0.12437442458546466, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7349121989682317, "total_loss": 1.6425095888553187} {"data_time": 0.010268742218613625, "eta_seconds": 85536.63649827428, "iteration": 152139, "loss_fcos_cls": 0.24732179357670248, "loss_fcos_ctr": 0.6198961492627859, "loss_fcos_loc": 0.18721545283915475, "loss_mask": 0.2497838158160448, "loss_maskiou": 0.005339462011761498, "loss_sem_seg": 0.2748835957609117, "lr": 0.01, "mask_rcnn/accuracy": 0.8894841590482347, "mask_rcnn/false_negative": 0.09822523733372093, "mask_rcnn/false_positive": 0.1281340701133829, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.0, "time": 0.7175422422587872, "total_loss": 1.624192680901615} {"data_time": 0.009662887081503868, "eta_seconds": 85499.33469147608, "iteration": 152159, "loss_fcos_cls": 0.25497350096702576, "loss_fcos_ctr": 0.6228776532225311, "loss_fcos_loc": 0.20536952139809728, "loss_mask": 0.27949586883187294, "loss_maskiou": 0.0061419871635735035, "loss_sem_seg": 0.3250932521186769, "lr": 0.01, "mask_rcnn/accuracy": 0.8897911535303776, "mask_rcnn/false_negative": 0.11827241044542777, "mask_rcnn/false_positive": 0.12825929381738252, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7257721060886979, "total_loss": 1.6737529778620228} {"data_time": 0.009183630347251892, "eta_seconds": 85434.4883460449, "iteration": 152179, "loss_fcos_cls": 0.23934154165908694, "loss_fcos_ctr": 0.6197252860292792, "loss_fcos_loc": 0.18590837507508695, "loss_mask": 0.2593969823792577, "loss_maskiou": 0.005087417506729253, "loss_sem_seg": 0.3149021943099797, "lr": 0.01, "mask_rcnn/accuracy": 0.8884813176915503, "mask_rcnn/false_negative": 0.10654919076205321, "mask_rcnn/false_positive": 0.1208409763376861, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.5, "time": 0.7103486619889736, "total_loss": 1.6313402787563973} {"data_time": 0.009958666749298573, "eta_seconds": 85362.19667519163, "iteration": 152199, "loss_fcos_cls": 0.2355370670557022, "loss_fcos_ctr": 0.6199102606624365, "loss_fcos_loc": 0.17941045691259205, "loss_mask": 0.26989558059722185, "loss_maskiou": 0.0057185737387044355, "loss_sem_seg": 0.2567376345396042, "lr": 0.01, "mask_rcnn/accuracy": 0.8695353141256503, "mask_rcnn/false_negative": 0.11168610565051013, "mask_rcnn/false_positive": 0.1748735219088867, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.714871653355658, "total_loss": 1.5657611228962196} {"data_time": 0.010553183034062386, "eta_seconds": 85305.18652822729, "iteration": 152219, "loss_fcos_cls": 0.26631146925501525, "loss_fcos_ctr": 0.6182615403085947, "loss_fcos_loc": 0.1937247656751424, "loss_mask": 0.256772565189749, "loss_maskiou": 0.005907684571866412, "loss_sem_seg": 0.2590517003554851, "lr": 0.01, "mask_rcnn/accuracy": 0.88249977622628, "mask_rcnn/false_negative": 0.09292272812632926, "mask_rcnn/false_positive": 0.15272647845872325, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.5, "time": 0.7163710603490472, "total_loss": 1.6255216840472713} {"data_time": 0.009683838114142418, "eta_seconds": 85281.10777969193, "iteration": 152239, "loss_fcos_cls": 0.24748833267949522, "loss_fcos_ctr": 0.6190616087988019, "loss_fcos_loc": 0.18655859562568367, "loss_mask": 0.259581895545125, "loss_maskiou": 0.005998016487865243, "loss_sem_seg": 0.2872733776457608, "lr": 0.01, "mask_rcnn/accuracy": 0.8652699117924683, "mask_rcnn/false_negative": 0.09091959236242979, "mask_rcnn/false_positive": 0.17019282047992768, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.5, "time": 0.7393177943304181, "total_loss": 1.60786377846307} {"data_time": 0.010241624899208546, "eta_seconds": 85266.62401889171, "iteration": 152259, "loss_fcos_cls": 0.23584009939804673, "loss_fcos_ctr": 0.6163457897491753, "loss_fcos_loc": 0.18797367077786475, "loss_mask": 0.2489279485307634, "loss_maskiou": 0.004975071307853796, "loss_sem_seg": 0.27415557857602835, "lr": 0.01, "mask_rcnn/accuracy": 0.8891369047619048, "mask_rcnn/false_negative": 0.08945053079376397, "mask_rcnn/false_positive": 0.13362043048677788, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 39.75, "time": 0.7338394001126289, "total_loss": 1.5823761411520536} {"data_time": 0.010120670311152935, "eta_seconds": 85261.73035794776, "iteration": 152279, "loss_fcos_cls": 0.25904729729518294, "loss_fcos_ctr": 0.6206619516015053, "loss_fcos_loc": 0.19778451276943088, "loss_mask": 0.26032605953514576, "loss_maskiou": 0.004876887243881356, "loss_sem_seg": 0.27808912144973874, "lr": 0.01, "mask_rcnn/accuracy": 0.8900277372853903, "mask_rcnn/false_negative": 0.07956789970482397, "mask_rcnn/false_positive": 0.1248438861182496, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.25, "time": 0.721664841286838, "total_loss": 1.6012354570266325} {"data_time": 0.009912515059113503, "eta_seconds": 85237.65649729129, "iteration": 152299, "loss_fcos_cls": 0.24406240694224834, "loss_fcos_ctr": 0.6213024035096169, "loss_fcos_loc": 0.19103717670077458, "loss_mask": 0.259625936858356, "loss_maskiou": 0.005717713851481676, "loss_sem_seg": 0.24872169527225196, "lr": 0.01, "mask_rcnn/accuracy": 0.8871136064396432, "mask_rcnn/false_negative": 0.08785624632595668, "mask_rcnn/false_positive": 0.1327711120192206, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.0, "time": 0.715646468102932, "total_loss": 1.5620407441601856} {"data_time": 0.009259166195988655, "eta_seconds": 85151.15130649041, "iteration": 152319, "loss_fcos_cls": 0.22441355185583234, "loss_fcos_ctr": 0.6161148464307189, "loss_fcos_loc": 0.17960384069010615, "loss_mask": 0.258140561170876, "loss_maskiou": 0.005541812279261649, "loss_sem_seg": 0.2506927396170795, "lr": 0.01, "mask_rcnn/accuracy": 0.8921986607142858, "mask_rcnn/false_negative": 0.09519822801273572, "mask_rcnn/false_positive": 0.11343183532815385, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7075918177142739, "total_loss": 1.5506880238899612} {"data_time": 0.01015507522970438, "eta_seconds": 85136.75923155248, "iteration": 152339, "loss_fcos_cls": 0.2400972479954362, "loss_fcos_ctr": 0.6150272246450186, "loss_fcos_loc": 0.17989096837118268, "loss_mask": 0.25523360073566437, "loss_maskiou": 0.005417596665211022, "loss_sem_seg": 0.28551576752215624, "lr": 0.01, "mask_rcnn/accuracy": 0.8868335751731886, "mask_rcnn/false_negative": 0.09082788770951689, "mask_rcnn/false_positive": 0.15311399904873074, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7339210575446486, "total_loss": 1.5814369720319519} {"data_time": 0.00952159520238638, "eta_seconds": 85101.27584132832, "iteration": 152359, "loss_fcos_cls": 0.23964625177904963, "loss_fcos_ctr": 0.6181789599359035, "loss_fcos_loc": 0.185282030608505, "loss_mask": 0.26032116636633873, "loss_maskiou": 0.0052609680278692394, "loss_sem_seg": 0.25042579835280776, "lr": 0.01, "mask_rcnn/accuracy": 0.8989158163265306, "mask_rcnn/false_negative": 0.08782847578099137, "mask_rcnn/false_positive": 0.13640055511369042, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 24.75, "time": 0.724139241501689, "total_loss": 1.5605827529579983} {"data_time": 0.010738427750766277, "eta_seconds": 85086.80787933525, "iteration": 152379, "loss_fcos_cls": 0.239519621420186, "loss_fcos_ctr": 0.6174465417861938, "loss_fcos_loc": 0.184895807353314, "loss_mask": 0.2596937478519976, "loss_maskiou": 0.005415584128058981, "loss_sem_seg": 0.30221621692180634, "lr": 0.01, "mask_rcnn/accuracy": 0.8785663936627283, "mask_rcnn/false_negative": 0.10822569389432195, "mask_rcnn/false_positive": 0.13375126360925318, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.0, "time": 0.7216667020693421, "total_loss": 1.5994141829869477} {"data_time": 0.00933702290058136, "eta_seconds": 85082.90946641844, "iteration": 152399, "loss_fcos_cls": 0.24663587100803852, "loss_fcos_ctr": 0.6179153532721102, "loss_fcos_loc": 0.18652996001765132, "loss_mask": 0.2579791466705501, "loss_maskiou": 0.005751245240389835, "loss_sem_seg": 0.288412235211581, "lr": 0.01, "mask_rcnn/accuracy": 0.8687759954525288, "mask_rcnn/false_negative": 0.09402917551228099, "mask_rcnn/false_positive": 0.17851080323026242, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7311426401138306, "total_loss": 1.6294553976113093} {"data_time": 0.010116559453308582, "eta_seconds": 85085.51703308523, "iteration": 152419, "loss_fcos_cls": 0.24369419901631773, "loss_fcos_ctr": 0.6212402200326324, "loss_fcos_loc": 0.1960550897056237, "loss_mask": 0.27694746712222695, "loss_maskiou": 0.006309372300165705, "loss_sem_seg": 0.29966797478846274, "lr": 0.01, "mask_rcnn/accuracy": 0.9106716826406676, "mask_rcnn/false_negative": 0.07069669795344594, "mask_rcnn/false_positive": 0.10321555550189054, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 23.75, "time": 0.7508959509432316, "total_loss": 1.6168497073231265} {"data_time": 0.009332624264061451, "eta_seconds": 85100.54022402316, "iteration": 152439, "loss_fcos_cls": 0.24618300423026085, "loss_fcos_ctr": 0.6164466375485063, "loss_fcos_loc": 0.1797929648309946, "loss_mask": 0.26101786829531193, "loss_maskiou": 0.005176201622816734, "loss_sem_seg": 0.2678665085695684, "lr": 0.01, "mask_rcnn/accuracy": 0.891038743622449, "mask_rcnn/false_negative": 0.10492844492844493, "mask_rcnn/false_positive": 0.11916702778725762, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7262369589880109, "total_loss": 1.6099340762229986} {"data_time": 0.009346927516162395, "eta_seconds": 85129.84165684506, "iteration": 152459, "loss_fcos_cls": 0.25176873966120183, "loss_fcos_ctr": 0.6183251184411347, "loss_fcos_loc": 0.1843741093762219, "loss_mask": 0.26026579458266497, "loss_maskiou": 0.005399391637183726, "loss_sem_seg": 0.27176300156861544, "lr": 0.01, "mask_rcnn/accuracy": 0.8950028767725996, "mask_rcnn/false_negative": 0.08055648285505834, "mask_rcnn/false_positive": 0.1390996042818109, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.75, "time": 0.7319219578057528, "total_loss": 1.6253366759701748} {"data_time": 0.011374024674296379, "eta_seconds": 85127.5144459065, "iteration": 152479, "loss_fcos_cls": 0.25594322627875954, "loss_fcos_ctr": 0.6205165144056082, "loss_fcos_loc": 0.19791224249638617, "loss_mask": 0.2677463060244918, "loss_maskiou": 0.006152624693640973, "loss_sem_seg": 0.2846603891812265, "lr": 0.01, "mask_rcnn/accuracy": 0.8864249271137026, "mask_rcnn/false_negative": 0.09218661664113362, "mask_rcnn/false_positive": 0.12884813723954064, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.5, "time": 0.7182547776028514, "total_loss": 1.6326809967431473} {"data_time": 0.010108479298651218, "eta_seconds": 85132.49070245214, "iteration": 152499, "loss_fcos_cls": 0.24867957516107708, "loss_fcos_ctr": 0.6157332346774638, "loss_fcos_loc": 0.17766056541586295, "loss_mask": 0.24618963478133082, "loss_maskiou": 0.004896080456092022, "loss_sem_seg": 0.2522916658781469, "lr": 0.01, "mask_rcnn/accuracy": 0.8950253899296635, "mask_rcnn/false_negative": 0.09316207139507868, "mask_rcnn/false_positive": 0.1346653516825048, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.736122009344399, "total_loss": 1.5540955469987239} {"data_time": 0.009900189936161041, "eta_seconds": 85176.36103659403, "iteration": 152519, "loss_fcos_cls": 0.24333068472333252, "loss_fcos_ctr": 0.6175710549578071, "loss_fcos_loc": 0.1899518818827346, "loss_mask": 0.2558374833315611, "loss_maskiou": 0.005394999316195026, "loss_sem_seg": 0.2875383897917345, "lr": 0.01, "mask_rcnn/accuracy": 0.8942688663771717, "mask_rcnn/false_negative": 0.08380130984326284, "mask_rcnn/false_positive": 0.13134947946724002, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.5, "time": 0.7355389278382063, "total_loss": 1.6039926688827109} {"data_time": 0.009552623145282269, "eta_seconds": 85103.50967566855, "iteration": 152539, "loss_fcos_cls": 0.2414912236854434, "loss_fcos_ctr": 0.6174774849787354, "loss_fcos_loc": 0.18893130403012037, "loss_mask": 0.25484271068125963, "loss_maskiou": 0.005367703030060511, "loss_sem_seg": 0.2663429882377386, "lr": 0.01, "mask_rcnn/accuracy": 0.8848998180543749, "mask_rcnn/false_negative": 0.08820221306937237, "mask_rcnn/false_positive": 0.13289134308331146, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.0, "time": 0.7269591493532062, "total_loss": 1.5800166857079603} {"data_time": 0.00947598833590746, "eta_seconds": 85073.75527072605, "iteration": 152559, "loss_fcos_cls": 0.24760239874012768, "loss_fcos_ctr": 0.6198337525129318, "loss_fcos_loc": 0.19523116061463952, "loss_mask": 0.25814319495111704, "loss_maskiou": 0.005493021817528643, "loss_sem_seg": 0.28149534948170185, "lr": 0.01, "mask_rcnn/accuracy": 0.8747431814340643, "mask_rcnn/false_negative": 0.11400562868474896, "mask_rcnn/false_positive": 0.14724399652361295, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.7108341492712498, "total_loss": 1.6144772852494498} {"data_time": 0.009989425539970398, "eta_seconds": 85012.80109373294, "iteration": 152579, "loss_fcos_cls": 0.2556848940439522, "loss_fcos_ctr": 0.6211826670914888, "loss_fcos_loc": 0.1929351210128516, "loss_mask": 0.26900223130360246, "loss_maskiou": 0.005674058316799346, "loss_sem_seg": 0.3162608116399497, "lr": 0.01, "mask_rcnn/accuracy": 0.894939753061933, "mask_rcnn/false_negative": 0.08279882092604297, "mask_rcnn/false_positive": 0.12409835065650565, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.0, "time": 0.7169362101703882, "total_loss": 1.6445450469109346} {"data_time": 0.010481853038072586, "eta_seconds": 84984.71876592189, "iteration": 152599, "loss_fcos_cls": 0.27432416658848524, "loss_fcos_ctr": 0.620573902502656, "loss_fcos_loc": 0.2042368263937533, "loss_mask": 0.2637199033051729, "loss_maskiou": 0.005821095110150054, "loss_sem_seg": 0.2969692125916481, "lr": 0.01, "mask_rcnn/accuracy": 0.9002186348847839, "mask_rcnn/false_negative": 0.084726539216306, "mask_rcnn/false_positive": 0.11913079419818895, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.25, "time": 0.7212647013366222, "total_loss": 1.6769468434104056} {"data_time": 0.009516655467450619, "eta_seconds": 84935.61159388628, "iteration": 152619, "loss_fcos_cls": 0.2442915146239102, "loss_fcos_ctr": 0.6163729913532734, "loss_fcos_loc": 0.19469870626926422, "loss_mask": 0.2586604533717036, "loss_maskiou": 0.005063919168605935, "loss_sem_seg": 0.24912325711920857, "lr": 0.01, "mask_rcnn/accuracy": 0.8938320675514808, "mask_rcnn/false_negative": 0.08984784361526865, "mask_rcnn/false_positive": 0.1219544687264515, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.25, "time": 0.701778688468039, "total_loss": 1.5887543900753371} {"data_time": 0.0104541489854455, "eta_seconds": 84955.76340139657, "iteration": 152639, "loss_fcos_cls": 0.24367716908454895, "loss_fcos_ctr": 0.6186855994164944, "loss_fcos_loc": 0.18965144408866763, "loss_mask": 0.26918997056782246, "loss_maskiou": 0.006297415166045539, "loss_sem_seg": 0.2688182594720274, "lr": 0.01, "mask_rcnn/accuracy": 0.8724273461080497, "mask_rcnn/false_negative": 0.0847625263984125, "mask_rcnn/false_positive": 0.15630896103553174, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.25, "time": 0.7289679693058133, "total_loss": 1.6100312865819433} {"data_time": 0.01031640823930502, "eta_seconds": 84951.94030842185, "iteration": 152659, "loss_fcos_cls": 0.2553268591873348, "loss_fcos_ctr": 0.6193081848323345, "loss_fcos_loc": 0.18936211871914566, "loss_mask": 0.26579682528972626, "loss_maskiou": 0.0054894781060284, "loss_sem_seg": 0.2763251019641757, "lr": 0.01, "mask_rcnn/accuracy": 0.8950946003401361, "mask_rcnn/false_negative": 0.08183232334063037, "mask_rcnn/false_positive": 0.11609618913607497, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7313540875911713, "total_loss": 1.6236148959287675} {"data_time": 0.01024450920522213, "eta_seconds": 84927.60183762107, "iteration": 152679, "loss_fcos_cls": 0.23455025046132505, "loss_fcos_ctr": 0.6213611485436559, "loss_fcos_loc": 0.1917631352553144, "loss_mask": 0.26095832232385874, "loss_maskiou": 0.005191003303480102, "loss_sem_seg": 0.3025811482220888, "lr": 0.01, "mask_rcnn/accuracy": 0.8834919249210342, "mask_rcnn/false_negative": 0.09178887423826604, "mask_rcnn/false_positive": 0.16180307446825826, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.730578763410449, "total_loss": 1.6434262737602694} {"data_time": 0.010875439271330833, "eta_seconds": 84877.72446626332, "iteration": 152699, "loss_fcos_cls": 0.2350921523757279, "loss_fcos_ctr": 0.6157967559993267, "loss_fcos_loc": 0.17511143255978823, "loss_mask": 0.25455070193856955, "loss_maskiou": 0.00488458298787009, "loss_sem_seg": 0.2820524852722883, "lr": 0.01, "mask_rcnn/accuracy": 0.8920103379489268, "mask_rcnn/false_negative": 0.08721110196276986, "mask_rcnn/false_positive": 0.12000112041877196, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.5, "time": 0.697841982357204, "total_loss": 1.6038113274262287} {"data_time": 0.010788863524794579, "eta_seconds": 84898.64620245341, "iteration": 152719, "loss_fcos_cls": 0.24879888561554253, "loss_fcos_ctr": 0.6199870461132377, "loss_fcos_loc": 0.18981117056682706, "loss_mask": 0.25091158878058195, "loss_maskiou": 0.0053079698263900355, "loss_sem_seg": 0.29541816376149654, "lr": 0.01, "mask_rcnn/accuracy": 0.898343614449264, "mask_rcnn/false_negative": 0.06398844071650683, "mask_rcnn/false_positive": 0.1410609040924567, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 24.75, "time": 0.7330189533531666, "total_loss": 1.620562305670319} {"data_time": 0.010503769852221012, "eta_seconds": 84916.88147707097, "iteration": 152739, "loss_fcos_cls": 0.24875123798847198, "loss_fcos_ctr": 0.6194464769214392, "loss_fcos_loc": 0.19694207166321576, "loss_mask": 0.2723367251455784, "loss_maskiou": 0.005665930941177066, "loss_sem_seg": 0.26072701904922724, "lr": 0.01, "mask_rcnn/accuracy": 0.8814300273680902, "mask_rcnn/false_negative": 0.09748967245402188, "mask_rcnn/false_positive": 0.14818965242727233, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.25, "time": 0.7333262860774994, "total_loss": 1.5831832425028551} {"data_time": 0.009707484394311905, "eta_seconds": 84944.11402835883, "iteration": 152759, "loss_fcos_cls": 0.26176296966150403, "loss_fcos_ctr": 0.6218100525438786, "loss_fcos_loc": 0.20165674795862287, "loss_mask": 0.2717571724206209, "loss_maskiou": 0.005308450068696402, "loss_sem_seg": 0.30473409639671445, "lr": 0.01, "mask_rcnn/accuracy": 0.8918267198613582, "mask_rcnn/false_negative": 0.08270325376563056, "mask_rcnn/false_positive": 0.1359932000310143, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.25, "time": 0.7355538560077548, "total_loss": 1.6475168707911507} {"data_time": 0.010148191824555397, "eta_seconds": 84952.24976927973, "iteration": 152779, "loss_fcos_cls": 0.2583226647693664, "loss_fcos_ctr": 0.6200002478435636, "loss_fcos_loc": 0.19258593150880188, "loss_mask": 0.2652695025317371, "loss_maskiou": 0.005538623212487437, "loss_sem_seg": 0.2726430653128773, "lr": 0.01, "mask_rcnn/accuracy": 0.8883655247813411, "mask_rcnn/false_negative": 0.09310463194419492, "mask_rcnn/false_positive": 0.14358579220031667, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.25, "time": 0.7262576501816511, "total_loss": 1.63609322058619} {"data_time": 0.009765016846358776, "eta_seconds": 84899.90030299779, "iteration": 152799, "loss_fcos_cls": 0.2465673410333693, "loss_fcos_ctr": 0.6206787908449769, "loss_fcos_loc": 0.19615433749277145, "loss_mask": 0.26203253492712975, "loss_maskiou": 0.00547223690955434, "loss_sem_seg": 0.28036664612591267, "lr": 0.01, "mask_rcnn/accuracy": 0.8973987322201609, "mask_rcnn/false_negative": 0.09472618085316425, "mask_rcnn/false_positive": 0.10187647813009726, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 27.75, "time": 0.7191466744989157, "total_loss": 1.6245442512990849} {"data_time": 0.009887319058179855, "eta_seconds": 84914.10408204794, "iteration": 152819, "loss_fcos_cls": 0.2528008261579089, "loss_fcos_ctr": 0.6201466089114547, "loss_fcos_loc": 0.19286685955012217, "loss_mask": 0.25764125026762486, "loss_maskiou": 0.004689496476203203, "loss_sem_seg": 0.27481967443600297, "lr": 0.01, "mask_rcnn/accuracy": 0.872319734345351, "mask_rcnn/false_negative": 0.09951723420947703, "mask_rcnn/false_positive": 0.1361798312653845, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.737456108443439, "total_loss": 1.6279079580590405} {"data_time": 0.010865085758268833, "eta_seconds": 84844.46449147724, "iteration": 152839, "loss_fcos_cls": 0.24483759538270533, "loss_fcos_ctr": 0.6193817909806967, "loss_fcos_loc": 0.18170317861950025, "loss_mask": 0.24565014941617846, "loss_maskiou": 0.005020974702347303, "loss_sem_seg": 0.26486786478199065, "lr": 0.01, "mask_rcnn/accuracy": 0.8954314147534014, "mask_rcnn/false_negative": 0.10498173219952037, "mask_rcnn/false_positive": 0.10826249851082055, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.75, "time": 0.7320230379700661, "total_loss": 1.5461623963274178} {"data_time": 0.010147604160010815, "eta_seconds": 84871.66146139987, "iteration": 152859, "loss_fcos_cls": 0.27048754517454654, "loss_fcos_ctr": 0.6207472551614046, "loss_fcos_loc": 0.20544852525927126, "loss_mask": 0.28074001520872116, "loss_maskiou": 0.005933271502726711, "loss_sem_seg": 0.2648839766625315, "lr": 0.01, "mask_rcnn/accuracy": 0.8734177700296861, "mask_rcnn/false_negative": 0.10056206814502239, "mask_rcnn/false_positive": 0.16752662903645765, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.25, "time": 0.7452673558145761, "total_loss": 1.6686737491363601} {"data_time": 0.011057565920054913, "eta_seconds": 84897.8037091596, "iteration": 152879, "loss_fcos_cls": 0.2631847138982266, "loss_fcos_ctr": 0.6174881192855537, "loss_fcos_loc": 0.1908739471109584, "loss_mask": 0.25265424232929945, "loss_maskiou": 0.004965041614923393, "loss_sem_seg": 0.28732986096292734, "lr": 0.01, "mask_rcnn/accuracy": 0.8803190856762286, "mask_rcnn/false_negative": 0.09182776847706275, "mask_rcnn/false_positive": 0.14571201891454066, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.25, "time": 0.7405293174088001, "total_loss": 1.6445708466271753} {"data_time": 0.009598826989531517, "eta_seconds": 84905.50190512743, "iteration": 152899, "loss_fcos_cls": 0.24535070825368166, "loss_fcos_ctr": 0.6190665429458022, "loss_fcos_loc": 0.18628229410387576, "loss_mask": 0.27326709777116776, "loss_maskiou": 0.0057262891496066, "loss_sem_seg": 0.27171428431756794, "lr": 0.01, "mask_rcnn/accuracy": 0.8860048939788682, "mask_rcnn/false_negative": 0.09134865382996579, "mask_rcnn/false_positive": 0.1192856547424157, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7242360943928361, "total_loss": 1.5887600968417246} {"data_time": 0.010018540546298027, "eta_seconds": 84914.09111949429, "iteration": 152919, "loss_fcos_cls": 0.2594912089407444, "loss_fcos_ctr": 0.6176089122891426, "loss_fcos_loc": 0.19529821700416505, "loss_mask": 0.25885537825524807, "loss_maskiou": 0.00558470038959058, "loss_sem_seg": 0.2886344511061907, "lr": 0.01, "mask_rcnn/accuracy": 0.8793480302955022, "mask_rcnn/false_negative": 0.11013942790354073, "mask_rcnn/false_positive": 0.12388438414820918, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7346325237303972, "total_loss": 1.6028689624072285} {"data_time": 0.010088290087878704, "eta_seconds": 84948.78168955073, "iteration": 152939, "loss_fcos_cls": 0.23839847731869668, "loss_fcos_ctr": 0.6204893924295902, "loss_fcos_loc": 0.19494620757177472, "loss_mask": 0.27207513665780425, "loss_maskiou": 0.005530318339879159, "loss_sem_seg": 0.26793023105710745, "lr": 0.01, "mask_rcnn/accuracy": 0.8905988755727432, "mask_rcnn/false_negative": 0.07700574272143734, "mask_rcnn/false_positive": 0.15943958908293873, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 25.75, "time": 0.7460960745811462, "total_loss": 1.6097350105483201} {"data_time": 0.010534028522670269, "eta_seconds": 84969.9844317697, "iteration": 152959, "loss_fcos_cls": 0.252696240786463, "loss_fcos_ctr": 0.6179134785197675, "loss_fcos_loc": 0.19014404306653887, "loss_mask": 0.2559510809369385, "loss_maskiou": 0.005372376093873754, "loss_sem_seg": 0.27484340756200254, "lr": 0.01, "mask_rcnn/accuracy": 0.877234485630987, "mask_rcnn/false_negative": 0.0952840856257899, "mask_rcnn/false_positive": 0.1576041902610667, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.0, "time": 0.7373511381447315, "total_loss": 1.6109017177441274} {"data_time": 0.009970257058739662, "eta_seconds": 84940.4290443454, "iteration": 152979, "loss_fcos_cls": 0.2521394294453785, "loss_fcos_ctr": 0.6189102288335562, "loss_fcos_loc": 0.19318889849819243, "loss_mask": 0.25919324811547995, "loss_maskiou": 0.005504876820396021, "loss_sem_seg": 0.288639142527245, "lr": 0.01, "mask_rcnn/accuracy": 0.8783311747296131, "mask_rcnn/false_negative": 0.07807384909381088, "mask_rcnn/false_positive": 0.1780605988822193, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.75, "time": 0.7092298632487655, "total_loss": 1.6438488008316199} {"data_time": 0.010593279264867306, "eta_seconds": 84874.18340755161, "iteration": 152999, "loss_fcos_cls": 0.24866815167479217, "loss_fcos_ctr": 0.6199265928007662, "loss_fcos_loc": 0.19212756515480578, "loss_mask": 0.26997882686555386, "loss_maskiou": 0.005608024526736699, "loss_sem_seg": 0.29569575167261064, "lr": 0.01, "mask_rcnn/accuracy": 0.8646895035344402, "mask_rcnn/false_negative": 0.11425130414870686, "mask_rcnn/false_positive": 0.13316875465747843, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.0, "time": 0.7208526823669672, "total_loss": 1.653251682222617} {"data_time": 0.010263684205710888, "eta_seconds": 84926.42534507439, "iteration": 153019, "loss_fcos_cls": 0.24316577520221472, "loss_fcos_ctr": 0.6199414134025574, "loss_fcos_loc": 0.19375043781474233, "loss_mask": 0.27244115993380547, "loss_maskiou": 0.005522787534573581, "loss_sem_seg": 0.2679267702624202, "lr": 0.01, "mask_rcnn/accuracy": 0.8589391837816207, "mask_rcnn/false_negative": 0.10360603567788554, "mask_rcnn/false_positive": 0.13393808871195806, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.5, "time": 0.7358859218657017, "total_loss": 1.635493657711777} {"data_time": 0.010963997803628445, "eta_seconds": 84961.01722572092, "iteration": 153039, "loss_fcos_cls": 0.2478727480629459, "loss_fcos_ctr": 0.6193606248125434, "loss_fcos_loc": 0.18603992217686027, "loss_mask": 0.2430845508351922, "loss_maskiou": 0.005283270846121013, "loss_sem_seg": 0.31133424350991845, "lr": 0.01, "mask_rcnn/accuracy": 0.8867356805591435, "mask_rcnn/false_negative": 0.10594894416310004, "mask_rcnn/false_positive": 0.13131009081499007, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7232106989249587, "total_loss": 1.6199279466563894} {"data_time": 0.009633387438952923, "eta_seconds": 84957.9305416299, "iteration": 153059, "loss_fcos_cls": 0.242932720342651, "loss_fcos_ctr": 0.6180601008236408, "loss_fcos_loc": 0.18693834252189845, "loss_mask": 0.2708555399440229, "loss_maskiou": 0.005542541228351183, "loss_sem_seg": 0.29475431703031063, "lr": 0.01, "mask_rcnn/accuracy": 0.8865042490350372, "mask_rcnn/false_negative": 0.10796765367232841, "mask_rcnn/false_positive": 0.13622345479952702, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7339044464752078, "total_loss": 1.6198711564793484} {"data_time": 0.010019620880484581, "eta_seconds": 84960.0393882934, "iteration": 153079, "loss_fcos_cls": 0.24475161265581846, "loss_fcos_ctr": 0.6197589552029967, "loss_fcos_loc": 0.19065390108153224, "loss_mask": 0.2635901686735451, "loss_maskiou": 0.005265243089525029, "loss_sem_seg": 0.2902454757131636, "lr": 0.01, "mask_rcnn/accuracy": 0.8710841836734693, "mask_rcnn/false_negative": 0.11497751901917747, "mask_rcnn/false_positive": 0.13707392062240456, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 41.5, "time": 0.7176525965332985, "total_loss": 1.6145120442452026} {"data_time": 0.009485396556556225, "eta_seconds": 84945.50649182685, "iteration": 153099, "loss_fcos_cls": 0.24051323905587196, "loss_fcos_ctr": 0.615902017802, "loss_fcos_loc": 0.18078425677958876, "loss_mask": 0.2466123402118683, "loss_maskiou": 0.005133453552844003, "loss_sem_seg": 0.2600743663497269, "lr": 0.01, "mask_rcnn/accuracy": 0.8947104471091363, "mask_rcnn/false_negative": 0.08724025424840551, "mask_rcnn/false_positive": 0.14743800953521685, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7290876656770706, "total_loss": 1.5630150531360414} {"data_time": 0.00875343382358551, "eta_seconds": 84930.9735953603, "iteration": 153119, "loss_fcos_cls": 0.2493464247090742, "loss_fcos_ctr": 0.6189649552106857, "loss_fcos_loc": 0.1886021492537111, "loss_mask": 0.26548193488270044, "loss_maskiou": 0.006054445446352474, "loss_sem_seg": 0.28019315330311656, "lr": 0.01, "mask_rcnn/accuracy": 0.8843403361841261, "mask_rcnn/false_negative": 0.09193217040841135, "mask_rcnn/false_positive": 0.1332102586877139, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7415449330583215, "total_loss": 1.5879829681070987} {"data_time": 0.010079708881676197, "eta_seconds": 85083.91709214449, "iteration": 153139, "loss_fcos_cls": 0.2433247386943549, "loss_fcos_ctr": 0.6198474867269397, "loss_fcos_loc": 0.1886644734768197, "loss_mask": 0.25977399107068777, "loss_maskiou": 0.005339642128092237, "loss_sem_seg": 0.25954341189935803, "lr": 0.01, "mask_rcnn/accuracy": 0.8814346228548238, "mask_rcnn/false_negative": 0.08573326079905905, "mask_rcnn/false_positive": 0.1347810261831796, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.5, "time": 0.7412532931193709, "total_loss": 1.5847212983499048} {"data_time": 0.008799649775028229, "eta_seconds": 85079.75329158548, "iteration": 153159, "loss_fcos_cls": 0.23825482151005417, "loss_fcos_ctr": 0.6243934603407979, "loss_fcos_loc": 0.20659296959638596, "loss_mask": 0.2634199121966958, "loss_maskiou": 0.005703358459868468, "loss_sem_seg": 0.2706877428572625, "lr": 0.01, "mask_rcnn/accuracy": 0.8716933208400662, "mask_rcnn/false_negative": 0.09602230465379548, "mask_rcnn/false_positive": 0.1541497056535762, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 41.5, "time": 0.7357541983947158, "total_loss": 1.6132834652162273} {"data_time": 0.010472815483808517, "eta_seconds": 85098.55939796846, "iteration": 153179, "loss_fcos_cls": 0.23477750876918435, "loss_fcos_ctr": 0.6192444832995534, "loss_fcos_loc": 0.18541741149965674, "loss_mask": 0.26679650135338306, "loss_maskiou": 0.005529999914870132, "loss_sem_seg": 0.24730191030539572, "lr": 0.01, "mask_rcnn/accuracy": 0.8898677845170231, "mask_rcnn/false_negative": 0.09658024992813238, "mask_rcnn/false_positive": 0.11543367223802464, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7241278821602464, "total_loss": 1.5684730314969784} {"data_time": 0.009288256987929344, "eta_seconds": 85155.9511880735, "iteration": 153199, "loss_fcos_cls": 0.25106091517955065, "loss_fcos_ctr": 0.6189396977424622, "loss_fcos_loc": 0.18726563052041456, "loss_mask": 0.2577495789155364, "loss_maskiou": 0.005414896353613585, "loss_sem_seg": 0.25889095664024353, "lr": 0.01, "mask_rcnn/accuracy": 0.8727676881563436, "mask_rcnn/false_negative": 0.08035142278346415, "mask_rcnn/false_positive": 0.16852486303233305, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 40.0, "time": 0.7358028730377555, "total_loss": 1.57941032256349} {"data_time": 0.011474020779132843, "eta_seconds": 85145.75048118364, "iteration": 153219, "loss_fcos_cls": 0.25278991321101785, "loss_fcos_ctr": 0.6212904001586139, "loss_fcos_loc": 0.1915646231500432, "loss_mask": 0.25373672042042017, "loss_maskiou": 0.0051714011297008255, "loss_sem_seg": 0.2570984507910907, "lr": 0.01, "mask_rcnn/accuracy": 0.8986684818158033, "mask_rcnn/false_negative": 0.09561960193253308, "mask_rcnn/false_positive": 0.10633479570893722, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.5, "time": 0.7246686546131968, "total_loss": 1.6109785342778196} {"data_time": 0.010189216583967209, "eta_seconds": 85117.87506380025, "iteration": 153239, "loss_fcos_cls": 0.2462923020357266, "loss_fcos_ctr": 0.6166690168902278, "loss_fcos_loc": 0.19632364250719547, "loss_mask": 0.25471931137144566, "loss_maskiou": 0.00549581090308493, "loss_sem_seg": 0.3034207441378385, "lr": 0.01, "mask_rcnn/accuracy": 0.8712102147711988, "mask_rcnn/false_negative": 0.11127279789816254, "mask_rcnn/false_positive": 0.13500617428318407, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.0, "time": 0.7250547502189875, "total_loss": 1.6096797857917409} {"data_time": 0.010270461440086365, "eta_seconds": 85065.63512616325, "iteration": 153259, "loss_fcos_cls": 0.24926569149829447, "loss_fcos_ctr": 0.6181383850052953, "loss_fcos_loc": 0.18116455571725965, "loss_mask": 0.252746663056314, "loss_maskiou": 0.005104120340547524, "loss_sem_seg": 0.23737640818580985, "lr": 0.01, "mask_rcnn/accuracy": 0.8940803120490621, "mask_rcnn/false_negative": 0.09264498075304367, "mask_rcnn/false_positive": 0.10345178371942551, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.75, "time": 0.7076909281313419, "total_loss": 1.5355501293670386} {"data_time": 0.010525907389819622, "eta_seconds": 85051.06173119042, "iteration": 153279, "loss_fcos_cls": 0.23971409734804183, "loss_fcos_ctr": 0.6183477742597461, "loss_fcos_loc": 0.18117964954581112, "loss_mask": 0.2678818441927433, "loss_maskiou": 0.005460855874844128, "loss_sem_seg": 0.2624959973618388, "lr": 0.01, "mask_rcnn/accuracy": 0.8824690829390077, "mask_rcnn/false_negative": 0.08391312588077557, "mask_rcnn/false_positive": 0.14716173008386857, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7091632736846805, "total_loss": 1.6134691153856693} {"data_time": 0.009533769451081753, "eta_seconds": 84977.80992015917, "iteration": 153299, "loss_fcos_cls": 0.2501420284388587, "loss_fcos_ctr": 0.6214708052575588, "loss_fcos_loc": 0.19833932246547192, "loss_mask": 0.26072877924889326, "loss_maskiou": 0.00507283020124305, "loss_sem_seg": 0.2747149760834873, "lr": 0.01, "mask_rcnn/accuracy": 0.8825898780564857, "mask_rcnn/false_negative": 0.09791507083732948, "mask_rcnn/false_positive": 0.152542464912797, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7063641473650932, "total_loss": 1.6240350101797958} {"data_time": 0.010381636209785938, "eta_seconds": 85021.91494124476, "iteration": 153319, "loss_fcos_cls": 0.23018465796485543, "loss_fcos_ctr": 0.6203419044613838, "loss_fcos_loc": 0.1920610360975843, "loss_mask": 0.25820451509207487, "loss_maskiou": 0.005454724967421498, "loss_sem_seg": 0.2902814713306725, "lr": 0.01, "mask_rcnn/accuracy": 0.887828939948458, "mask_rcnn/false_negative": 0.08330222619978042, "mask_rcnn/false_positive": 0.13141297047307465, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7280781334266067, "total_loss": 1.5900902506618877} {"data_time": 0.010293364524841309, "eta_seconds": 84992.48846430145, "iteration": 153339, "loss_fcos_cls": 0.245271235704422, "loss_fcos_ctr": 0.6201285030692816, "loss_fcos_loc": 0.1955621493398212, "loss_mask": 0.27552684489637613, "loss_maskiou": 0.005595018326857826, "loss_sem_seg": 0.27912239939905703, "lr": 0.01, "mask_rcnn/accuracy": 0.8736476365899695, "mask_rcnn/false_negative": 0.11885651736817579, "mask_rcnn/false_positive": 0.1280531546701305, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7332415115088224, "total_loss": 1.6178924663945509} {"data_time": 0.010535635985434055, "eta_seconds": 84854.85643151682, "iteration": 153359, "loss_fcos_cls": 0.25122728798305616, "loss_fcos_ctr": 0.617876616306603, "loss_fcos_loc": 0.18597689946182072, "loss_mask": 0.2684504669159651, "loss_maskiou": 0.0060350267885951325, "loss_sem_seg": 0.2895015839021653, "lr": 0.01, "mask_rcnn/accuracy": 0.8857762215463107, "mask_rcnn/false_negative": 0.08163392841459458, "mask_rcnn/false_positive": 0.14486685227091786, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.0, "time": 0.7064697230234742, "total_loss": 1.6269449253886705} {"data_time": 0.009992535226047039, "eta_seconds": 84886.50165898446, "iteration": 153379, "loss_fcos_cls": 0.2443118947558105, "loss_fcos_ctr": 0.6206348352134228, "loss_fcos_loc": 0.19430368556641042, "loss_mask": 0.26578589994460344, "loss_maskiou": 0.006020683882525191, "loss_sem_seg": 0.28407878149300814, "lr": 0.01, "mask_rcnn/accuracy": 0.8703859043617448, "mask_rcnn/false_negative": 0.10406560916039398, "mask_rcnn/false_positive": 0.14935442101657775, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.0, "time": 0.7226869594305754, "total_loss": 1.6136837055746582} {"data_time": 0.010490617714822292, "eta_seconds": 84772.35549751483, "iteration": 153399, "loss_fcos_cls": 0.24119007115950808, "loss_fcos_ctr": 0.6197310374118388, "loss_fcos_loc": 0.18739432987058535, "loss_mask": 0.2595884697511792, "loss_maskiou": 0.00504392318543978, "loss_sem_seg": 0.2763359481468797, "lr": 0.01, "mask_rcnn/accuracy": 0.8750635600523993, "mask_rcnn/false_negative": 0.1293427460422363, "mask_rcnn/false_positive": 0.1400727635397102, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.25, "time": 0.7045499086380005, "total_loss": 1.6084264026139863} {"data_time": 0.010202502831816673, "eta_seconds": 84715.72784366552, "iteration": 153419, "loss_fcos_cls": 0.24241136811906472, "loss_fcos_ctr": 0.6211776253767312, "loss_fcos_loc": 0.19680118130054325, "loss_mask": 0.26280401227995753, "loss_maskiou": 0.005485492976731621, "loss_sem_seg": 0.2737962487153709, "lr": 0.01, "mask_rcnn/accuracy": 0.8796060090702948, "mask_rcnn/false_negative": 0.10095260067148412, "mask_rcnn/false_positive": 0.13580385163011188, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.75, "time": 0.726248087361455, "total_loss": 1.6155482728645438} {"data_time": 0.00979914702475071, "eta_seconds": 84705.4990425501, "iteration": 153439, "loss_fcos_cls": 0.23872622242197394, "loss_fcos_ctr": 0.6199139961972833, "loss_fcos_loc": 0.19051320909056813, "loss_mask": 0.2692451477050781, "loss_maskiou": 0.005377559667977039, "loss_sem_seg": 0.26955515472218394, "lr": 0.01, "mask_rcnn/accuracy": 0.8742115620194437, "mask_rcnn/false_negative": 0.12833859196552594, "mask_rcnn/false_positive": 0.12913356080810032, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7186455735936761, "total_loss": 1.5882996426917089} {"data_time": 0.009997276589274406, "eta_seconds": 84679.61052729283, "iteration": 153459, "loss_fcos_cls": 0.24264645855873823, "loss_fcos_ctr": 0.621681684628129, "loss_fcos_loc": 0.18892995559144765, "loss_mask": 0.26874530175700784, "loss_maskiou": 0.005061342686531134, "loss_sem_seg": 0.27995654894039035, "lr": 0.01, "mask_rcnn/accuracy": 0.9012873427672956, "mask_rcnn/false_negative": 0.08037627656274837, "mask_rcnn/false_positive": 0.10886293441440688, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.75, "time": 0.7085940474644303, "total_loss": 1.6374243255486363} {"data_time": 0.009862628765404224, "eta_seconds": 84714.1931452211, "iteration": 153479, "loss_fcos_cls": 0.24172954249661416, "loss_fcos_ctr": 0.6156537877395749, "loss_fcos_loc": 0.18576830509118736, "loss_mask": 0.25048246374353766, "loss_maskiou": 0.004952997958753258, "loss_sem_seg": 0.2679824826773256, "lr": 0.01, "mask_rcnn/accuracy": 0.9001432614389425, "mask_rcnn/false_negative": 0.08017278504060235, "mask_rcnn/false_positive": 0.1257475298058066, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 25.75, "time": 0.7360971421003342, "total_loss": 1.5539097981854866} {"data_time": 0.010232468135654926, "eta_seconds": 84680.66418717615, "iteration": 153499, "loss_fcos_cls": 0.23472811398096383, "loss_fcos_ctr": 0.619233728852123, "loss_fcos_loc": 0.18957986182067543, "loss_mask": 0.2714935392141342, "loss_maskiou": 0.006072080468584318, "loss_sem_seg": 0.2428637738339603, "lr": 0.01, "mask_rcnn/accuracy": 0.8887700557196563, "mask_rcnn/false_negative": 0.10143554193730914, "mask_rcnn/false_positive": 0.12393117930330598, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 36.5, "time": 0.7102472027763724, "total_loss": 1.5594447414696333} {"data_time": 0.009520691819489002, "eta_seconds": 84666.12685888074, "iteration": 153519, "loss_fcos_cls": 0.24202327872626483, "loss_fcos_ctr": 0.6174191418103874, "loss_fcos_loc": 0.18560026842169464, "loss_mask": 0.26753944251686335, "loss_maskiou": 0.005449903845146764, "loss_sem_seg": 0.2913912832736969, "lr": 0.01, "mask_rcnn/accuracy": 0.8941662191192267, "mask_rcnn/false_negative": 0.0882798301976288, "mask_rcnn/false_positive": 0.11357765362409325, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.75, "time": 0.7301897406578064, "total_loss": 1.6109374844600097} {"data_time": 0.010438402183353901, "eta_seconds": 84683.59146744013, "iteration": 153539, "loss_fcos_cls": 0.2555627713445574, "loss_fcos_ctr": 0.6168826771900058, "loss_fcos_loc": 0.18239467311650515, "loss_mask": 0.26323349587619305, "loss_maskiou": 0.0057055508441408165, "loss_sem_seg": 0.28925862815231085, "lr": 0.01, "mask_rcnn/accuracy": 0.8643140519443799, "mask_rcnn/false_negative": 0.09796520923304629, "mask_rcnn/false_positive": 0.1577263234535326, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.5, "time": 0.7416044501587749, "total_loss": 1.6323595326248324} {"data_time": 0.009891767054796219, "eta_seconds": 84703.94683261216, "iteration": 153559, "loss_fcos_cls": 0.2582716499455273, "loss_fcos_ctr": 0.6192342471331358, "loss_fcos_loc": 0.1945857318060007, "loss_mask": 0.26958318427205086, "loss_maskiou": 0.005479385101352818, "loss_sem_seg": 0.2854874115437269, "lr": 0.01, "mask_rcnn/accuracy": 0.894565171002113, "mask_rcnn/false_negative": 0.09887123130490424, "mask_rcnn/false_positive": 0.12606378135391344, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.0, "time": 0.7170602809637785, "total_loss": 1.6523297491949052} {"data_time": 0.009609686210751534, "eta_seconds": 84773.92317730654, "iteration": 153579, "loss_fcos_cls": 0.24816720141097903, "loss_fcos_ctr": 0.6200112514197826, "loss_fcos_loc": 0.18886111630126834, "loss_mask": 0.24942519888281822, "loss_maskiou": 0.004896045029454399, "loss_sem_seg": 0.29126524506136775, "lr": 0.01, "mask_rcnn/accuracy": 0.912206801798477, "mask_rcnn/false_negative": 0.07438322426119165, "mask_rcnn/false_positive": 0.09447615341735097, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7402246696874499, "total_loss": 1.6092800854967209} {"data_time": 0.010821333155035973, "eta_seconds": 84781.32469832152, "iteration": 153599, "loss_fcos_cls": 0.24285135744139552, "loss_fcos_ctr": 0.6182850636541843, "loss_fcos_loc": 0.18814049405045807, "loss_mask": 0.26954573951661587, "loss_maskiou": 0.005694700827007182, "loss_sem_seg": 0.2732184969354421, "lr": 0.01, "mask_rcnn/accuracy": 0.8774981567540998, "mask_rcnn/false_negative": 0.09567028249382442, "mask_rcnn/false_positive": 0.1425982043198278, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.75, "time": 0.7279635136947036, "total_loss": 1.6116514139721403} {"data_time": 0.009609096683561802, "eta_seconds": 84840.85797312576, "iteration": 153619, "loss_fcos_cls": 0.24136131932027638, "loss_fcos_ctr": 0.6195463510230184, "loss_fcos_loc": 0.1905157669680193, "loss_mask": 0.2806264702230692, "loss_maskiou": 0.005270689010103524, "loss_sem_seg": 0.2688738584984094, "lr": 0.01, "mask_rcnn/accuracy": 0.8723890343910254, "mask_rcnn/false_negative": 0.10407855323748338, "mask_rcnn/false_positive": 0.13497976266333203, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7387018781155348, "total_loss": 1.6021877319672058} {"data_time": 0.009958373382687569, "eta_seconds": 84782.08304206934, "iteration": 153639, "loss_fcos_cls": 0.2306643391493708, "loss_fcos_ctr": 0.6180691765621305, "loss_fcos_loc": 0.18222229671664536, "loss_mask": 0.26346708508208394, "loss_maskiou": 0.005004400765756145, "loss_sem_seg": 0.2723314119502902, "lr": 0.01, "mask_rcnn/accuracy": 0.9007360038610038, "mask_rcnn/false_negative": 0.09100536283372182, "mask_rcnn/false_positive": 0.11738343566573237, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.75, "time": 0.719442212022841, "total_loss": 1.5752544941497035} {"data_time": 0.010401269420981407, "eta_seconds": 84753.03358092625, "iteration": 153659, "loss_fcos_cls": 0.2439076645532623, "loss_fcos_ctr": 0.6179083120077848, "loss_fcos_loc": 0.18484202562831342, "loss_mask": 0.2526396468747407, "loss_maskiou": 0.005152556612301851, "loss_sem_seg": 0.2880824019666761, "lr": 0.01, "mask_rcnn/accuracy": 0.9069712609048755, "mask_rcnn/false_negative": 0.07865880854793847, "mask_rcnn/false_positive": 0.1051617729651359, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.5, "time": 0.7279945416375995, "total_loss": 1.582398134371033} {"data_time": 0.010718674398958683, "eta_seconds": 84738.46381900553, "iteration": 153679, "loss_fcos_cls": 0.24476216919720173, "loss_fcos_ctr": 0.6197912516072392, "loss_fcos_loc": 0.1847897483385168, "loss_mask": 0.25736402720212936, "loss_maskiou": 0.005358766833523987, "loss_sem_seg": 0.24408381711691618, "lr": 0.01, "mask_rcnn/accuracy": 0.8787598422782574, "mask_rcnn/false_negative": 0.09628717170580467, "mask_rcnn/false_positive": 0.13153352950832795, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.5, "time": 0.7312868684530258, "total_loss": 1.5481578551261919} {"data_time": 0.010546504519879818, "eta_seconds": 84764.33537733648, "iteration": 153699, "loss_fcos_cls": 0.2418134631589055, "loss_fcos_ctr": 0.6175585947930813, "loss_fcos_loc": 0.18817118549486622, "loss_mask": 0.2519541596993804, "loss_maskiou": 0.0054668876218784135, "loss_sem_seg": 0.2968161271419376, "lr": 0.01, "mask_rcnn/accuracy": 0.8933700862377618, "mask_rcnn/false_negative": 0.09263409240561962, "mask_rcnn/false_positive": 0.10387373496402814, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 26.25, "time": 0.7272951547056437, "total_loss": 1.6002240184679977} {"data_time": 0.010338367894291878, "eta_seconds": 84749.75866082031, "iteration": 153719, "loss_fcos_cls": 0.24504861142486334, "loss_fcos_ctr": 0.6175353154540062, "loss_fcos_loc": 0.18461377127096057, "loss_mask": 0.2546263439580798, "loss_maskiou": 0.005604855134151876, "loss_sem_seg": 0.25424312613904476, "lr": 0.01, "mask_rcnn/accuracy": 0.8777385954381753, "mask_rcnn/false_negative": 0.10473778335146613, "mask_rcnn/false_positive": 0.13020240870068137, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7311956193298101, "total_loss": 1.5743674508994445} {"data_time": 0.009908950887620449, "eta_seconds": 84721.57321317494, "iteration": 153739, "loss_fcos_cls": 0.2375953602604568, "loss_fcos_ctr": 0.6176035637035966, "loss_fcos_loc": 0.1795736402273178, "loss_mask": 0.26130675012245774, "loss_maskiou": 0.005863911683263723, "loss_sem_seg": 0.273235478438437, "lr": 0.01, "mask_rcnn/accuracy": 0.8812285672465707, "mask_rcnn/false_negative": 0.08061501796301593, "mask_rcnn/false_positive": 0.13296604955047625, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7299053277820349, "total_loss": 1.573357674828003} {"data_time": 0.009443927556276321, "eta_seconds": 84702.91589225549, "iteration": 153759, "loss_fcos_cls": 0.24885771062690765, "loss_fcos_ctr": 0.6211969177238643, "loss_fcos_loc": 0.19460332806920633, "loss_mask": 0.275445943698287, "loss_maskiou": 0.005447943200124428, "loss_sem_seg": 0.29465042473748326, "lr": 0.01, "mask_rcnn/accuracy": 0.8663097814883529, "mask_rcnn/false_negative": 0.10803999282641677, "mask_rcnn/false_positive": 0.15841646057038483, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.7390631670132279, "total_loss": 1.6469690549456573} {"data_time": 0.010537568479776382, "eta_seconds": 84688.3422193015, "iteration": 153779, "loss_fcos_cls": 0.2468579444102943, "loss_fcos_ctr": 0.6189039144665003, "loss_fcos_loc": 0.18627565214410424, "loss_mask": 0.2600544858723879, "loss_maskiou": 0.005167490897292737, "loss_sem_seg": 0.2778215608559549, "lr": 0.01, "mask_rcnn/accuracy": 0.8763259896252408, "mask_rcnn/false_negative": 0.10612334004716129, "mask_rcnn/false_positive": 0.151005316829884, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.0, "time": 0.7186236158013344, "total_loss": 1.575646768869774} {"data_time": 0.010251506231725216, "eta_seconds": 84665.50503666606, "iteration": 153799, "loss_fcos_cls": 0.23944349261000752, "loss_fcos_ctr": 0.6174278203397989, "loss_fcos_loc": 0.1956730498932302, "loss_mask": 0.24913317989557981, "loss_maskiou": 0.005109780060593039, "loss_sem_seg": 0.2624002122320235, "lr": 0.01, "mask_rcnn/accuracy": 0.8913687720356486, "mask_rcnn/false_negative": 0.08833954235546618, "mask_rcnn/false_positive": 0.12283112337509358, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7185595743358135, "total_loss": 1.5720979836405604} {"data_time": 0.011318200267851353, "eta_seconds": 84650.93278599065, "iteration": 153819, "loss_fcos_cls": 0.22604475310072303, "loss_fcos_ctr": 0.6202585250139236, "loss_fcos_loc": 0.19351164903491735, "loss_mask": 0.2507309904322028, "loss_maskiou": 0.004970223089912906, "loss_sem_seg": 0.26298137521371245, "lr": 0.01, "mask_rcnn/accuracy": 0.8990407100340136, "mask_rcnn/false_negative": 0.07876695737777911, "mask_rcnn/false_positive": 0.13224630833667667, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.5, "time": 0.7379559464752674, "total_loss": 1.599926443057484} {"data_time": 0.009910834953188896, "eta_seconds": 84610.7856640853, "iteration": 153839, "loss_fcos_cls": 0.2462901322869584, "loss_fcos_ctr": 0.6203464977443218, "loss_fcos_loc": 0.1914528226479888, "loss_mask": 0.2683952348306775, "loss_maskiou": 0.005429928711237153, "loss_sem_seg": 0.2904338303487748, "lr": 0.01, "mask_rcnn/accuracy": 0.8841592662321778, "mask_rcnn/false_negative": 0.0862406960579413, "mask_rcnn/false_positive": 0.16687087516988203, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.5, "time": 0.7160522351041436, "total_loss": 1.6610856534025515} {"data_time": 0.010545025579631329, "eta_seconds": 84426.5519111976, "iteration": 153859, "loss_fcos_cls": 0.2538612748030573, "loss_fcos_ctr": 0.6162326615303755, "loss_fcos_loc": 0.19091411004774272, "loss_mask": 0.2537179118953645, "loss_maskiou": 0.004848195961130841, "loss_sem_seg": 0.3037627665325999, "lr": 0.01, "mask_rcnn/accuracy": 0.8882672551193653, "mask_rcnn/false_negative": 0.086636563433799, "mask_rcnn/false_positive": 0.12714804215249573, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 24.0, "time": 0.7074951250106096, "total_loss": 1.6413467392594612} {"data_time": 0.009774615988135338, "eta_seconds": 84366.73758825939, "iteration": 153879, "loss_fcos_cls": 0.24084174179006368, "loss_fcos_ctr": 0.6200689654797316, "loss_fcos_loc": 0.18812394957058132, "loss_mask": 0.252739648334682, "loss_maskiou": 0.0051020850805798545, "loss_sem_seg": 0.28167782886885107, "lr": 0.01, "mask_rcnn/accuracy": 0.8919611088345806, "mask_rcnn/false_negative": 0.07067034558613625, "mask_rcnn/false_positive": 0.1597575050387971, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 37.25, "time": 0.7186372252181172, "total_loss": 1.6289533377857879} {"data_time": 0.010360549204051495, "eta_seconds": 84352.20675618108, "iteration": 153899, "loss_fcos_cls": 0.26652943121735007, "loss_fcos_ctr": 0.6232860176824033, "loss_fcos_loc": 0.20369716605637223, "loss_mask": 0.26773118413984776, "loss_maskiou": 0.006036469334503636, "loss_sem_seg": 0.3244567336514592, "lr": 0.01, "mask_rcnn/accuracy": 0.8854911535077352, "mask_rcnn/false_negative": 0.09547759126870271, "mask_rcnn/false_positive": 0.1345112274089547, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.5, "time": 0.7241528481245041, "total_loss": 1.6784947492706124} {"data_time": 0.010748779401183128, "eta_seconds": 84328.3036430683, "iteration": 153919, "loss_fcos_cls": 0.25258304132148623, "loss_fcos_ctr": 0.6182684134691954, "loss_fcos_loc": 0.1963216298026964, "loss_mask": 0.2523587541654706, "loss_maskiou": 0.0055904157416080125, "loss_sem_seg": 0.2794194391462952, "lr": 0.01, "mask_rcnn/accuracy": 0.8722979872752672, "mask_rcnn/false_negative": 0.10803315934161101, "mask_rcnn/false_positive": 0.14812310430821857, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7325604008510709, "total_loss": 1.611333111221029} {"data_time": 0.009953618049621582, "eta_seconds": 84302.80726683419, "iteration": 153939, "loss_fcos_cls": 0.2551019389065914, "loss_fcos_ctr": 0.6171833667904139, "loss_fcos_loc": 0.18945181369781494, "loss_mask": 0.2793638939037919, "loss_maskiou": 0.0057832505663100164, "loss_sem_seg": 0.2947981907054782, "lr": 0.01, "mask_rcnn/accuracy": 0.8910992003184253, "mask_rcnn/false_negative": 0.07090983213143816, "mask_rcnn/false_positive": 0.146307819508328, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7341545009985566, "total_loss": 1.643673016129469} {"data_time": 0.009898703545331955, "eta_seconds": 84258.67361575365, "iteration": 153959, "loss_fcos_cls": 0.23890194308478385, "loss_fcos_ctr": 0.6199353411793709, "loss_fcos_loc": 0.1905350722372532, "loss_mask": 0.27743387408554554, "loss_maskiou": 0.006331896409392357, "loss_sem_seg": 0.2934657000005245, "lr": 0.01, "mask_rcnn/accuracy": 0.8815546432733933, "mask_rcnn/false_negative": 0.09462045221144014, "mask_rcnn/false_positive": 0.15307830443187292, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.75, "time": 0.7240280779078603, "total_loss": 1.6312354549008887} {"data_time": 0.009987705387175083, "eta_seconds": 84288.37693407666, "iteration": 153979, "loss_fcos_cls": 0.24625495309010148, "loss_fcos_ctr": 0.6167777637019753, "loss_fcos_loc": 0.18665200634859502, "loss_mask": 0.26629643235355616, "loss_maskiou": 0.005730557328206487, "loss_sem_seg": 0.27128233248367906, "lr": 0.01, "mask_rcnn/accuracy": 0.8865410529749029, "mask_rcnn/false_negative": 0.08582340429925053, "mask_rcnn/false_positive": 0.14496456612363628, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7454762598499656, "total_loss": 1.5851798991352553} {"data_time": 0.010270264931023121, "eta_seconds": 84259.22528463509, "iteration": 153999, "loss_fcos_cls": 0.2489428942790255, "loss_fcos_ctr": 0.6201593270525336, "loss_fcos_loc": 0.18775263498537242, "loss_mask": 0.2518591554835439, "loss_maskiou": 0.005316397029673681, "loss_sem_seg": 0.2667172758374363, "lr": 0.01, "mask_rcnn/accuracy": 0.8892493290752594, "mask_rcnn/false_negative": 0.07331675476752524, "mask_rcnn/false_positive": 0.12135938881018973, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7156821461394429, "total_loss": 1.5797295384872996} {"data_time": 0.010160223580896854, "eta_seconds": 84215.10694175959, "iteration": 154019, "loss_fcos_cls": 0.2503254874609411, "loss_fcos_ctr": 0.621633542701602, "loss_fcos_loc": 0.1986936058383435, "loss_mask": 0.26273455237969756, "loss_maskiou": 0.00554611255574855, "loss_sem_seg": 0.26026977598667145, "lr": 0.01, "mask_rcnn/accuracy": 0.8762996387324344, "mask_rcnn/false_negative": 0.08946423396706074, "mask_rcnn/false_positive": 0.1390131488655803, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7033421890810132, "total_loss": 1.5877355126285693} {"data_time": 0.010984006337821484, "eta_seconds": 84210.17518330645, "iteration": 154039, "loss_fcos_cls": 0.2564681569347158, "loss_fcos_ctr": 0.6189008168876171, "loss_fcos_loc": 0.1913099226076156, "loss_mask": 0.2686517620459199, "loss_maskiou": 0.0060074874927522615, "loss_sem_seg": 0.26132470509037375, "lr": 0.01, "mask_rcnn/accuracy": 0.8945591103362498, "mask_rcnn/false_negative": 0.08542683443519557, "mask_rcnn/false_positive": 0.12401406900040224, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7322580004110932, "total_loss": 1.6338721052889014} {"data_time": 0.010457158088684082, "eta_seconds": 84158.30122763291, "iteration": 154059, "loss_fcos_cls": 0.24431832320988178, "loss_fcos_ctr": 0.6201589480042458, "loss_fcos_loc": 0.19248866266570985, "loss_mask": 0.25748615385964513, "loss_maskiou": 0.005076556983112823, "loss_sem_seg": 0.30143543565645814, "lr": 0.01, "mask_rcnn/accuracy": 0.8873442958264387, "mask_rcnn/false_negative": 0.10004122071208318, "mask_rcnn/false_positive": 0.13675365892932967, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.0, "time": 0.7171052945777774, "total_loss": 1.636885816405993} {"data_time": 0.009652182459831238, "eta_seconds": 84171.54026776552, "iteration": 154079, "loss_fcos_cls": 0.2558244459796697, "loss_fcos_ctr": 0.6192355388775468, "loss_fcos_loc": 0.1872062641195953, "loss_mask": 0.2720433445647359, "loss_maskiou": 0.0062161608366295695, "loss_sem_seg": 0.27270021429285407, "lr": 0.01, "mask_rcnn/accuracy": 0.878706849691844, "mask_rcnn/false_negative": 0.10367642169648071, "mask_rcnn/false_positive": 0.14599655339774642, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 39.25, "time": 0.7337550278753042, "total_loss": 1.6350550915412896} {"data_time": 0.009684186428785324, "eta_seconds": 84148.73981523141, "iteration": 154099, "loss_fcos_cls": 0.257968713529408, "loss_fcos_ctr": 0.6202786099165678, "loss_fcos_loc": 0.1939961783355102, "loss_mask": 0.2708409568294883, "loss_maskiou": 0.005583748090430163, "loss_sem_seg": 0.3010706193745136, "lr": 0.01, "mask_rcnn/accuracy": 0.8895940149458799, "mask_rcnn/false_negative": 0.09734718289810804, "mask_rcnn/false_positive": 0.1337754506623275, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7346511008217931, "total_loss": 1.684109384616022} {"data_time": 0.010053426958620548, "eta_seconds": 84134.21901906654, "iteration": 154119, "loss_fcos_cls": 0.25533567974343896, "loss_fcos_ctr": 0.6172791784629226, "loss_fcos_loc": 0.1907718259608373, "loss_mask": 0.2696380214765668, "loss_maskiou": 0.005818973164423369, "loss_sem_seg": 0.28120816592127085, "lr": 0.01, "mask_rcnn/accuracy": 0.879362229608655, "mask_rcnn/false_negative": 0.1052278202397747, "mask_rcnn/false_positive": 0.12259010838552141, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 24.0, "time": 0.728393541648984, "total_loss": 1.6483611571093206} {"data_time": 0.009396464563906193, "eta_seconds": 84083.08133615274, "iteration": 154139, "loss_fcos_cls": 0.2533572092652321, "loss_fcos_ctr": 0.6218266831710935, "loss_fcos_loc": 0.19891749462112784, "loss_mask": 0.2631498137488961, "loss_maskiou": 0.0053660447301808745, "loss_sem_seg": 0.2891315435990691, "lr": 0.01, "mask_rcnn/accuracy": 0.892687074829932, "mask_rcnn/false_negative": 0.10188344822470105, "mask_rcnn/false_positive": 0.1187599627798886, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7341961422935128, "total_loss": 1.6279331826153793} {"data_time": 0.00948474183678627, "eta_seconds": 84105.1774267368, "iteration": 154159, "loss_fcos_cls": 0.25983128300867975, "loss_fcos_ctr": 0.6170895742252469, "loss_fcos_loc": 0.187710586033063, "loss_mask": 0.25638428796082735, "loss_maskiou": 0.005342270884284517, "loss_sem_seg": 0.25512284971773624, "lr": 0.01, "mask_rcnn/accuracy": 0.8908248761461106, "mask_rcnn/false_negative": 0.08642273365715428, "mask_rcnn/false_positive": 0.12101748649346827, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.75, "time": 0.7342837387695909, "total_loss": 1.5947116795832699} {"data_time": 0.009823259897530079, "eta_seconds": 84098.92914444208, "iteration": 154179, "loss_fcos_cls": 0.25324673717841506, "loss_fcos_ctr": 0.6194804012775421, "loss_fcos_loc": 0.18870738241821527, "loss_mask": 0.264601013623178, "loss_maskiou": 0.0064272107410943136, "loss_sem_seg": 0.29250465892255306, "lr": 0.01, "mask_rcnn/accuracy": 0.8848174100087365, "mask_rcnn/false_negative": 0.1004536386166994, "mask_rcnn/false_positive": 0.11812108886751227, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7265760023146868, "total_loss": 1.6126791650312953} {"data_time": 0.010418541729450226, "eta_seconds": 84084.4069197774, "iteration": 154199, "loss_fcos_cls": 0.2349728629924357, "loss_fcos_ctr": 0.6212171362712979, "loss_fcos_loc": 0.19474318786524236, "loss_mask": 0.24926324095577002, "loss_maskiou": 0.005086788558401167, "loss_sem_seg": 0.26225421810522676, "lr": 0.01, "mask_rcnn/accuracy": 0.8964320236641665, "mask_rcnn/false_negative": 0.09851778738979552, "mask_rcnn/false_positive": 0.12383650575105473, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 26.25, "time": 0.729481527581811, "total_loss": 1.562175325678254} {"data_time": 0.009328572079539299, "eta_seconds": 84074.04745137785, "iteration": 154219, "loss_fcos_cls": 0.2562147551216185, "loss_fcos_ctr": 0.6204438866116107, "loss_fcos_loc": 0.1976719771628268, "loss_mask": 0.26164032705128193, "loss_maskiou": 0.005906745009269798, "loss_sem_seg": 0.26265864726155996, "lr": 0.01, "mask_rcnn/accuracy": 0.8758886587550381, "mask_rcnn/false_negative": 0.12307281533799594, "mask_rcnn/false_positive": 0.13244578641600369, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.75, "time": 0.7269619479775429, "total_loss": 1.6315703141663107} {"data_time": 0.009458238258957863, "eta_seconds": 84070.36068223044, "iteration": 154239, "loss_fcos_cls": 0.25574136001523584, "loss_fcos_ctr": 0.6174458405002952, "loss_fcos_loc": 0.1954312901943922, "loss_mask": 0.25738355284556746, "loss_maskiou": 0.005044302073656581, "loss_sem_seg": 0.23952704085968435, "lr": 0.01, "mask_rcnn/accuracy": 0.8868259210394469, "mask_rcnn/false_negative": 0.08636933394523885, "mask_rcnn/false_positive": 0.13126718864272968, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.25, "time": 0.7320325542241335, "total_loss": 1.5867903071048204} {"data_time": 0.009932744316756725, "eta_seconds": 84100.29163576383, "iteration": 154259, "loss_fcos_cls": 0.2564782374538481, "loss_fcos_ctr": 0.6200153641402721, "loss_fcos_loc": 0.19052696705330163, "loss_mask": 0.26824259851127863, "loss_maskiou": 0.005628022670862265, "loss_sem_seg": 0.29744725301861763, "lr": 0.01, "mask_rcnn/accuracy": 0.8840267521482277, "mask_rcnn/false_negative": 0.0845851241517703, "mask_rcnn/false_positive": 0.14792187392306455, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7353789694607258, "total_loss": 1.637010099751933} {"data_time": 0.009654026478528976, "eta_seconds": 84110.42613928672, "iteration": 154279, "loss_fcos_cls": 0.2431069384329021, "loss_fcos_ctr": 0.616444319486618, "loss_fcos_loc": 0.18525071477051824, "loss_mask": 0.277546432800591, "loss_maskiou": 0.005165470896827173, "loss_sem_seg": 0.2674469784833491, "lr": 0.01, "mask_rcnn/accuracy": 0.8805742376360641, "mask_rcnn/false_negative": 0.09369563967489605, "mask_rcnn/false_positive": 0.12001627246700697, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7198883341625333, "total_loss": 1.6045059691750794} {"data_time": 0.010278420522809029, "eta_seconds": 84176.84168766998, "iteration": 154299, "loss_fcos_cls": 0.2393739166436717, "loss_fcos_ctr": 0.6188068799674511, "loss_fcos_loc": 0.19295263045933098, "loss_mask": 0.26871399115771055, "loss_maskiou": 0.005233825708273798, "loss_sem_seg": 0.30832256004214287, "lr": 0.01, "mask_rcnn/accuracy": 0.8816089688887603, "mask_rcnn/false_negative": 0.07350160402801903, "mask_rcnn/false_positive": 0.13915107767151177, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.25, "time": 0.7304999940097332, "total_loss": 1.644988959422335} {"data_time": 0.010393627919256687, "eta_seconds": 84081.35261723306, "iteration": 154319, "loss_fcos_cls": 0.24961680790875107, "loss_fcos_ctr": 0.6182548059150577, "loss_fcos_loc": 0.19683556247036904, "loss_mask": 0.24407593626528978, "loss_maskiou": 0.005202119573368691, "loss_sem_seg": 0.295857188757509, "lr": 0.01, "mask_rcnn/accuracy": 0.903922753311851, "mask_rcnn/false_negative": 0.08700380671477946, "mask_rcnn/false_positive": 0.12260775455264089, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.0, "time": 0.713890534825623, "total_loss": 1.6156788539992704} {"data_time": 0.009790653362870216, "eta_seconds": 84068.28684912156, "iteration": 154339, "loss_fcos_cls": 0.24113995884545147, "loss_fcos_ctr": 0.6201616479083896, "loss_fcos_loc": 0.19157550670206547, "loss_mask": 0.2699723639525473, "loss_maskiou": 0.0053036759491078556, "loss_sem_seg": 0.2693623772356659, "lr": 0.01, "mask_rcnn/accuracy": 0.8749179785550585, "mask_rcnn/false_negative": 0.0964175534000889, "mask_rcnn/false_positive": 0.16038657111116456, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7416959265246987, "total_loss": 1.5903221250191564} {"data_time": 0.009888015687465668, "eta_seconds": 84081.38595457748, "iteration": 154359, "loss_fcos_cls": 0.24959260202012956, "loss_fcos_ctr": 0.6183250523172319, "loss_fcos_loc": 0.1890390943735838, "loss_mask": 0.2674673181027174, "loss_maskiou": 0.005497107973496895, "loss_sem_seg": 0.2974755694158375, "lr": 0.01, "mask_rcnn/accuracy": 0.876773226268436, "mask_rcnn/false_negative": 0.12029760833123163, "mask_rcnn/false_positive": 0.12942719687845328, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.5, "time": 0.7007246287539601, "total_loss": 1.6372550321684685} {"data_time": 0.010002017952501774, "eta_seconds": 84091.9254123969, "iteration": 154379, "loss_fcos_cls": 0.2566500436514616, "loss_fcos_ctr": 0.6182721257209778, "loss_fcos_loc": 0.19024631043430418, "loss_mask": 0.25961143895983696, "loss_maskiou": 0.005793321179226041, "loss_sem_seg": 0.25912671722471714, "lr": 0.01, "mask_rcnn/accuracy": 0.9058329830511751, "mask_rcnn/false_negative": 0.0752142160703861, "mask_rcnn/false_positive": 0.1408391958154211, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.25, "time": 0.7414936851710081, "total_loss": 1.5950043932098197} {"data_time": 0.010602760128676891, "eta_seconds": 84137.20426119305, "iteration": 154399, "loss_fcos_cls": 0.24589717853814363, "loss_fcos_ctr": 0.6176516255363822, "loss_fcos_loc": 0.18807144497986883, "loss_mask": 0.2604261301457882, "loss_maskiou": 0.005379683054343332, "loss_sem_seg": 0.2804945707321167, "lr": 0.01, "mask_rcnn/accuracy": 0.8913006011899587, "mask_rcnn/false_negative": 0.09642254823034524, "mask_rcnn/false_positive": 0.12674063839447292, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.0, "time": 0.7453121338039637, "total_loss": 1.5994363661520765} {"data_time": 0.009183885529637337, "eta_seconds": 84108.18365369271, "iteration": 154419, "loss_fcos_cls": 0.23752708465326577, "loss_fcos_ctr": 0.622701408341527, "loss_fcos_loc": 0.1850871746428311, "loss_mask": 0.27099697571247816, "loss_maskiou": 0.0054927734527154826, "loss_sem_seg": 0.2715519745834172, "lr": 0.01, "mask_rcnn/accuracy": 0.8892741187384045, "mask_rcnn/false_negative": 0.1000192583836562, "mask_rcnn/false_positive": 0.09940805929377061, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7009783461689949, "total_loss": 1.5669874565355713} {"data_time": 0.010436485521495342, "eta_seconds": 84093.629672735, "iteration": 154439, "loss_fcos_cls": 0.2574006305076182, "loss_fcos_ctr": 0.6179736107587814, "loss_fcos_loc": 0.18576350645162165, "loss_mask": 0.2631194144487381, "loss_maskiou": 0.005732352841732791, "loss_sem_seg": 0.2706170326564461, "lr": 0.01, "mask_rcnn/accuracy": 0.8781343845536447, "mask_rcnn/false_negative": 0.11386245484421281, "mask_rcnn/false_positive": 0.13676246574869524, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.0, "time": 0.7218211023136973, "total_loss": 1.6128383360519365} {"data_time": 0.01044454425573349, "eta_seconds": 84091.51644510869, "iteration": 154459, "loss_fcos_cls": 0.24033794016577303, "loss_fcos_ctr": 0.6206152029335499, "loss_fcos_loc": 0.18758648814400658, "loss_mask": 0.2727079587057233, "loss_maskiou": 0.00604037287121173, "loss_sem_seg": 0.2656854384113103, "lr": 0.01, "mask_rcnn/accuracy": 0.8891175489128526, "mask_rcnn/false_negative": 0.09117588392715853, "mask_rcnn/false_positive": 0.10752149048621581, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.75, "time": 0.7311787167564034, "total_loss": 1.6018660200061277} {"data_time": 0.009183304384350777, "eta_seconds": 84064.52171081956, "iteration": 154479, "loss_fcos_cls": 0.24795602913945913, "loss_fcos_ctr": 0.6212665876373649, "loss_fcos_loc": 0.19817395857535303, "loss_mask": 0.2681946586817503, "loss_maskiou": 0.005554904775635805, "loss_sem_seg": 0.24867020780220628, "lr": 0.01, "mask_rcnn/accuracy": 0.8778611792818394, "mask_rcnn/false_negative": 0.09560193839156894, "mask_rcnn/false_positive": 0.13512152144133255, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.727230099029839, "total_loss": 1.5881296737570665} {"data_time": 0.01090880949050188, "eta_seconds": 84004.64861104172, "iteration": 154499, "loss_fcos_cls": 0.2410237982403487, "loss_fcos_ctr": 0.6182912522926927, "loss_fcos_loc": 0.18150546436663717, "loss_mask": 0.258336725179106, "loss_maskiou": 0.005197561258682981, "loss_sem_seg": 0.28134934417903423, "lr": 0.01, "mask_rcnn/accuracy": 0.8990144807923169, "mask_rcnn/false_negative": 0.08203273360293886, "mask_rcnn/false_positive": 0.11515142485008989, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.25, "time": 0.7132600033655763, "total_loss": 1.6020048800710356} {"data_time": 0.010326528921723366, "eta_seconds": 84035.41374890413, "iteration": 154519, "loss_fcos_cls": 0.257904349709861, "loss_fcos_ctr": 0.6199997076764703, "loss_fcos_loc": 0.1847813467902597, "loss_mask": 0.24756488762795925, "loss_maskiou": 0.0051830369484378025, "loss_sem_seg": 0.2590897483751178, "lr": 0.01, "mask_rcnn/accuracy": 0.8910247522922212, "mask_rcnn/false_negative": 0.08889429356685632, "mask_rcnn/false_positive": 0.1286011971284141, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.25, "time": 0.7368229823186994, "total_loss": 1.5774895433805796} {"data_time": 0.009110089391469955, "eta_seconds": 83922.91669522505, "iteration": 154539, "loss_fcos_cls": 0.24472839757800102, "loss_fcos_ctr": 0.6193693270906806, "loss_fcos_loc": 0.19018907868303359, "loss_mask": 0.26713415887206793, "loss_maskiou": 0.005295693044899963, "loss_sem_seg": 0.28809711104258895, "lr": 0.01, "mask_rcnn/accuracy": 0.891513426090039, "mask_rcnn/false_negative": 0.10591531765659806, "mask_rcnn/false_positive": 0.11248814483099262, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7163634980097413, "total_loss": 1.6128664700954687} {"data_time": 0.010572116822004318, "eta_seconds": 83908.3796798354, "iteration": 154559, "loss_fcos_cls": 0.25519438553601503, "loss_fcos_ctr": 0.6187786785885692, "loss_fcos_loc": 0.19373961386736482, "loss_mask": 0.2627526125870645, "loss_maskiou": 0.005765485555457417, "loss_sem_seg": 0.2889552265405655, "lr": 0.01, "mask_rcnn/accuracy": 0.8872400728383458, "mask_rcnn/false_negative": 0.08509403229899612, "mask_rcnn/false_positive": 0.14063346169796323, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.75, "time": 0.7255608467385173, "total_loss": 1.5919851851685962} {"data_time": 0.009984823875129223, "eta_seconds": 83815.09618836083, "iteration": 154579, "loss_fcos_cls": 0.23924723220989108, "loss_fcos_ctr": 0.6190645331516862, "loss_fcos_loc": 0.1821461587678641, "loss_mask": 0.26366688683629036, "loss_maskiou": 0.005663684336468577, "loss_sem_seg": 0.2503930935636163, "lr": 0.01, "mask_rcnn/accuracy": 0.883478548693396, "mask_rcnn/false_negative": 0.08873440680843944, "mask_rcnn/false_positive": 0.12159442509121832, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 24.75, "time": 0.7097434643656015, "total_loss": 1.584043144077441} {"data_time": 0.010502797551453114, "eta_seconds": 83876.71161902603, "iteration": 154599, "loss_fcos_cls": 0.2414954910054803, "loss_fcos_ctr": 0.618838207796216, "loss_fcos_loc": 0.1896754784975201, "loss_mask": 0.2786815194413066, "loss_maskiou": 0.005205549648962915, "loss_sem_seg": 0.289228844223544, "lr": 0.01, "mask_rcnn/accuracy": 0.8876015684051399, "mask_rcnn/false_negative": 0.08622348833172416, "mask_rcnn/false_positive": 0.12570965268457696, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 25.75, "time": 0.7358505958691239, "total_loss": 1.6165915281853813} {"data_time": 0.010175845585763454, "eta_seconds": 83776.50695000123, "iteration": 154619, "loss_fcos_cls": 0.2550091641023755, "loss_fcos_ctr": 0.6198991565033793, "loss_fcos_loc": 0.1980855946894735, "loss_mask": 0.25409281020984054, "loss_maskiou": 0.005833881739818025, "loss_sem_seg": 0.2716989980544895, "lr": 0.01, "mask_rcnn/accuracy": 0.8876944546587404, "mask_rcnn/false_negative": 0.09007569080271621, "mask_rcnn/false_positive": 0.14652437400708423, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.75, "time": 0.725464747287333, "total_loss": 1.5960080882287002} {"data_time": 0.010577686131000519, "eta_seconds": 83771.52607745118, "iteration": 154639, "loss_fcos_cls": 0.24005284160375595, "loss_fcos_ctr": 0.6189430961385369, "loss_fcos_loc": 0.19038781023118645, "loss_mask": 0.25629716739058495, "loss_maskiou": 0.004967444303474622, "loss_sem_seg": 0.28396872244775295, "lr": 0.01, "mask_rcnn/accuracy": 0.8877839396628217, "mask_rcnn/false_negative": 0.08776295116291732, "mask_rcnn/false_positive": 0.13828632360735815, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.75, "time": 0.7053392548114061, "total_loss": 1.6044052236757125} {"data_time": 0.009957505390048027, "eta_seconds": 83833.10192156117, "iteration": 154659, "loss_fcos_cls": 0.24455934949219227, "loss_fcos_ctr": 0.6188881024718285, "loss_fcos_loc": 0.18315775599330664, "loss_mask": 0.27494269609451294, "loss_maskiou": 0.006314935249974951, "loss_sem_seg": 0.29504952719435096, "lr": 0.01, "mask_rcnn/accuracy": 0.8840258674002517, "mask_rcnn/false_negative": 0.0884450880848075, "mask_rcnn/false_positive": 0.12937948294987778, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 30.75, "time": 0.742784277535975, "total_loss": 1.618849733422394} {"data_time": 0.00943648349493742, "eta_seconds": 83804.0535405809, "iteration": 154679, "loss_fcos_cls": 0.24619550816714764, "loss_fcos_ctr": 0.6193557279184461, "loss_fcos_loc": 0.1884368802420795, "loss_mask": 0.2752669467590749, "loss_maskiou": 0.0056906263416749425, "loss_sem_seg": 0.2668122237082571, "lr": 0.01, "mask_rcnn/accuracy": 0.8876784344690256, "mask_rcnn/false_negative": 0.09822191905328911, "mask_rcnn/false_positive": 0.11496020502846627, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.75, "time": 0.7266661254689097, "total_loss": 1.604455614593462} {"data_time": 0.010103677399456501, "eta_seconds": 83755.18267280888, "iteration": 154699, "loss_fcos_cls": 0.24850217753555626, "loss_fcos_ctr": 0.6162635367363691, "loss_fcos_loc": 0.1832630755379796, "loss_mask": 0.2599098701030016, "loss_maskiou": 0.004736666232929565, "loss_sem_seg": 0.26561388245318085, "lr": 0.01, "mask_rcnn/accuracy": 0.8864783253327809, "mask_rcnn/false_negative": 0.09992931804509086, "mask_rcnn/false_positive": 0.11905866780087271, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.5, "time": 0.721095472574234, "total_loss": 1.5895815531621338} {"data_time": 0.010730170644819736, "eta_seconds": 83665.81653722003, "iteration": 154719, "loss_fcos_cls": 0.2483689240179956, "loss_fcos_ctr": 0.6176204662770033, "loss_fcos_loc": 0.19240638380870223, "loss_mask": 0.2728438340127468, "loss_maskiou": 0.005641681658744346, "loss_sem_seg": 0.25106762279756367, "lr": 0.01, "mask_rcnn/accuracy": 0.8949107992198054, "mask_rcnn/false_negative": 0.08998099080772184, "mask_rcnn/false_positive": 0.13609859153216392, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.5, "time": 0.7130082016810775, "total_loss": 1.5778168933829875} {"data_time": 0.01026094052940607, "eta_seconds": 83608.2419518875, "iteration": 154739, "loss_fcos_cls": 0.2508578023407608, "loss_fcos_ctr": 0.6216514194384217, "loss_fcos_loc": 0.19501615059562027, "loss_mask": 0.2799692670814693, "loss_maskiou": 0.005638924747472629, "loss_sem_seg": 0.2570561489555985, "lr": 0.01, "mask_rcnn/accuracy": 0.8770617754143911, "mask_rcnn/false_negative": 0.10191139553768316, "mask_rcnn/false_positive": 0.14693561957122392, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7212172457948327, "total_loss": 1.6339992642169818} {"data_time": 0.01001554261893034, "eta_seconds": 83572.40981756244, "iteration": 154759, "loss_fcos_cls": 0.2503587887622416, "loss_fcos_ctr": 0.6208002017810941, "loss_fcos_loc": 0.1861257809214294, "loss_mask": 0.24565159529447556, "loss_maskiou": 0.00493522147735348, "loss_sem_seg": 0.2740182704292238, "lr": 0.01, "mask_rcnn/accuracy": 0.9058125472411187, "mask_rcnn/false_negative": 0.08865481719778867, "mask_rcnn/false_positive": 0.0992100951642062, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 38.75, "time": 0.7152850814163685, "total_loss": 1.592491426054039} {"data_time": 0.009995908476412296, "eta_seconds": 83579.22667631228, "iteration": 154779, "loss_fcos_cls": 0.24794926308095455, "loss_fcos_ctr": 0.6209475542418659, "loss_fcos_loc": 0.1926787227857858, "loss_mask": 0.264822943136096, "loss_maskiou": 0.005409242759924382, "loss_sem_seg": 0.257701484952122, "lr": 0.01, "mask_rcnn/accuracy": 0.8756001261233627, "mask_rcnn/false_negative": 0.10104420543658052, "mask_rcnn/false_positive": 0.15955785786705684, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.0, "time": 0.7317218808457255, "total_loss": 1.6126404997048667} {"data_time": 0.009460541419684887, "eta_seconds": 83580.60568584688, "iteration": 154799, "loss_fcos_cls": 0.24504694598726928, "loss_fcos_ctr": 0.6198503086343408, "loss_fcos_loc": 0.18914874899201095, "loss_mask": 0.2596640344709158, "loss_maskiou": 0.0058791408882825635, "loss_sem_seg": 0.2809123045299202, "lr": 0.01, "mask_rcnn/accuracy": 0.8877287761034647, "mask_rcnn/false_negative": 0.09138709358992417, "mask_rcnn/false_positive": 0.1535723916819149, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.5, "time": 0.718722740188241, "total_loss": 1.6253790577757172} {"data_time": 0.01003242190927267, "eta_seconds": 83550.21140073705, "iteration": 154819, "loss_fcos_cls": 0.23985759378410876, "loss_fcos_ctr": 0.6176136378198862, "loss_fcos_loc": 0.1826438797870651, "loss_mask": 0.2611717530526221, "loss_maskiou": 0.005800496386655141, "loss_sem_seg": 0.2671291437000036, "lr": 0.01, "mask_rcnn/accuracy": 0.8743082810047096, "mask_rcnn/false_negative": 0.10403117623624399, "mask_rcnn/false_positive": 0.13170281793338723, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7255020095035434, "total_loss": 1.6056660750473384} {"data_time": 0.009113961830735207, "eta_seconds": 83530.06766829919, "iteration": 154839, "loss_fcos_cls": 0.2368144488427788, "loss_fcos_ctr": 0.6175620527938008, "loss_fcos_loc": 0.1891762069426477, "loss_mask": 0.2538393959403038, "loss_maskiou": 0.005561300116823986, "loss_sem_seg": 0.3133740033954382, "lr": 0.01, "mask_rcnn/accuracy": 0.8743114008276122, "mask_rcnn/false_negative": 0.10791595199463012, "mask_rcnn/false_positive": 0.14723391617730847, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.25, "time": 0.7126607252284884, "total_loss": 1.6192222809331724} {"data_time": 0.009652658365666866, "eta_seconds": 83631.8910322832, "iteration": 154859, "loss_fcos_cls": 0.253816137323156, "loss_fcos_ctr": 0.6206450024619699, "loss_fcos_loc": 0.19830467039719224, "loss_mask": 0.26657990366220474, "loss_maskiou": 0.006095750679378398, "loss_sem_seg": 0.2684378628619015, "lr": 0.01, "mask_rcnn/accuracy": 0.8755781055138326, "mask_rcnn/false_negative": 0.09423334989248858, "mask_rcnn/false_positive": 0.14946584071809033, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 38.75, "time": 0.7389404773712158, "total_loss": 1.6409199854679173} {"data_time": 0.010330049321055412, "eta_seconds": 83689.81809658557, "iteration": 154879, "loss_fcos_cls": 0.2467965831165202, "loss_fcos_ctr": 0.6180113279260695, "loss_fcos_loc": 0.18891195044852793, "loss_mask": 0.2554946932941675, "loss_maskiou": 0.005021837161621079, "loss_sem_seg": 0.2862216276116669, "lr": 0.01, "mask_rcnn/accuracy": 0.8875123529141387, "mask_rcnn/false_negative": 0.0916981090646587, "mask_rcnn/false_positive": 0.12177844733492628, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 37.5, "time": 0.731329838745296, "total_loss": 1.6122091806319077} {"data_time": 0.009774534963071346, "eta_seconds": 83616.99952191487, "iteration": 154899, "loss_fcos_cls": 0.24884519213810563, "loss_fcos_ctr": 0.6212245421484113, "loss_fcos_loc": 0.1971726993797347, "loss_mask": 0.255710085388273, "loss_maskiou": 0.005111568258143961, "loss_sem_seg": 0.28009021538309753, "lr": 0.01, "mask_rcnn/accuracy": 0.8657107728337237, "mask_rcnn/false_negative": 0.10434906947985693, "mask_rcnn/false_positive": 0.1487316632897415, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.25, "time": 0.7170809777453542, "total_loss": 1.601182618742314} {"data_time": 0.01008814387023449, "eta_seconds": 83602.47019558027, "iteration": 154919, "loss_fcos_cls": 0.2489333178382367, "loss_fcos_ctr": 0.616935124155134, "loss_fcos_loc": 0.19479284738190472, "loss_mask": 0.2576673021540046, "loss_maskiou": 0.00468706943502184, "loss_sem_seg": 0.27603873558109626, "lr": 0.01, "mask_rcnn/accuracy": 0.8845451829380401, "mask_rcnn/false_negative": 0.08697270350068534, "mask_rcnn/false_positive": 0.13058933145421492, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.75, "time": 0.7383134122937918, "total_loss": 1.607397003164806} {"data_time": 0.010642921552062035, "eta_seconds": 83472.85831144545, "iteration": 154939, "loss_fcos_cls": 0.2523860929068178, "loss_fcos_ctr": 0.6186944553628564, "loss_fcos_loc": 0.1950160175911151, "loss_mask": 0.27646791841834784, "loss_maskiou": 0.0054880372699699365, "loss_sem_seg": 0.30952674709260464, "lr": 0.01, "mask_rcnn/accuracy": 0.8845809487816291, "mask_rcnn/false_negative": 0.10025286876846712, "mask_rcnn/false_positive": 0.12482588451899114, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.0, "time": 0.7160322805866599, "total_loss": 1.6798040619396488} {"data_time": 0.009909161366522312, "eta_seconds": 83458.34898885805, "iteration": 154959, "loss_fcos_cls": 0.23969911830499768, "loss_fcos_ctr": 0.6179044935852289, "loss_fcos_loc": 0.18059424415696412, "loss_mask": 0.2569961668923497, "loss_maskiou": 0.0049323320235998835, "loss_sem_seg": 0.3053374099545181, "lr": 0.01, "mask_rcnn/accuracy": 0.8803347290002959, "mask_rcnn/false_negative": 0.10964384462032514, "mask_rcnn/false_positive": 0.14756815712163865, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.75, "time": 0.7232070472091436, "total_loss": 1.6240268249748624} {"data_time": 0.009877796284854412, "eta_seconds": 83443.83966627065, "iteration": 154979, "loss_fcos_cls": 0.26447996112983674, "loss_fcos_ctr": 0.6180667616426945, "loss_fcos_loc": 0.19394680816913024, "loss_mask": 0.27735762298107147, "loss_maskiou": 0.005604598256468307, "loss_sem_seg": 0.2687018202850595, "lr": 0.01, "mask_rcnn/accuracy": 0.8994795378800807, "mask_rcnn/false_negative": 0.0988982770857981, "mask_rcnn/false_positive": 0.10311761531976943, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7374486476182938, "total_loss": 1.6282165964803426} {"data_time": 0.009751593694090843, "eta_seconds": 83523.2542364616, "iteration": 154999, "loss_fcos_cls": 0.2439821062143892, "loss_fcos_ctr": 0.6152615081518888, "loss_fcos_loc": 0.18403320526704192, "loss_mask": 0.25819847267121077, "loss_maskiou": 0.005809798494738061, "loss_sem_seg": 0.27873539039865136, "lr": 0.01, "mask_rcnn/accuracy": 0.8866114478578316, "mask_rcnn/false_negative": 0.08426265125649057, "mask_rcnn/false_positive": 0.14804063313934787, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.75, "time": 0.7299632132053375, "total_loss": 1.5940460716665257} {"data_time": 0.010514002293348312, "eta_seconds": 83550.02717783488, "iteration": 155019, "loss_fcos_cls": 0.2459429942537099, "loss_fcos_ctr": 0.6189627395942807, "loss_fcos_loc": 0.18600881786551327, "loss_mask": 0.25862717162817717, "loss_maskiou": 0.005408833298133686, "loss_sem_seg": 0.28823725157417357, "lr": 0.01, "mask_rcnn/accuracy": 0.8920092890957552, "mask_rcnn/false_negative": 0.08753854499687025, "mask_rcnn/false_positive": 0.12409944834905892, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 26.0, "time": 0.7236628327518702, "total_loss": 1.6123847344133537} {"data_time": 0.009708340279757977, "eta_seconds": 83488.23379133083, "iteration": 155039, "loss_fcos_cls": 0.251705605071038, "loss_fcos_ctr": 0.6206539128907025, "loss_fcos_loc": 0.1901666377671063, "loss_mask": 0.26028543896973133, "loss_maskiou": 0.005401425420132, "loss_sem_seg": 0.2594840764068067, "lr": 0.01, "mask_rcnn/accuracy": 0.8791584743653559, "mask_rcnn/false_negative": 0.12386665180050982, "mask_rcnn/false_positive": 0.12183088806912848, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.7257860647514462, "total_loss": 1.6004185430938378} {"data_time": 0.00966597255319357, "eta_seconds": 83542.37060512882, "iteration": 155059, "loss_fcos_cls": 0.24473472754471004, "loss_fcos_ctr": 0.6200937880203128, "loss_fcos_loc": 0.19551065540872514, "loss_mask": 0.2685888297855854, "loss_maskiou": 0.005336396410712041, "loss_sem_seg": 0.2985339774750173, "lr": 0.01, "mask_rcnn/accuracy": 0.8737605380950821, "mask_rcnn/false_negative": 0.09891851677220864, "mask_rcnn/false_positive": 0.13242115335014987, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7425280883908272, "total_loss": 1.6290810007340042} {"data_time": 0.009725659154355526, "eta_seconds": 83527.8340393072, "iteration": 155079, "loss_fcos_cls": 0.24560992373153567, "loss_fcos_ctr": 0.6187197403050959, "loss_fcos_loc": 0.1889086026349105, "loss_mask": 0.2495006127282977, "loss_maskiou": 0.005168429808691144, "loss_sem_seg": 0.26997461821883917, "lr": 0.01, "mask_rcnn/accuracy": 0.8982546095077677, "mask_rcnn/false_negative": 0.07172514484275863, "mask_rcnn/false_positive": 0.14040206246011877, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 43.25, "time": 0.7349825808778405, "total_loss": 1.5801654277238413} {"data_time": 0.010505737736821175, "eta_seconds": 83529.88411424309, "iteration": 155099, "loss_fcos_cls": 0.2424583665560931, "loss_fcos_ctr": 0.6165791442617774, "loss_fcos_loc": 0.1790158587973565, "loss_mask": 0.26362047251313925, "loss_maskiou": 0.00550276949070394, "loss_sem_seg": 0.2762512946501374, "lr": 0.01, "mask_rcnn/accuracy": 0.901062925170068, "mask_rcnn/false_negative": 0.08455694529190774, "mask_rcnn/false_positive": 0.11631928703060979, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 38.75, "time": 0.7392764519900084, "total_loss": 1.592407001502579} {"data_time": 0.01106968056410551, "eta_seconds": 83515.34466130286, "iteration": 155119, "loss_fcos_cls": 0.2528544345404953, "loss_fcos_ctr": 0.61692014336586, "loss_fcos_loc": 0.18971416720887646, "loss_mask": 0.2688316712155938, "loss_maskiou": 0.005613131121208426, "loss_sem_seg": 0.2804033956490457, "lr": 0.01, "mask_rcnn/accuracy": 0.8787172011661808, "mask_rcnn/false_negative": 0.10548342616114331, "mask_rcnn/false_positive": 0.15708160984498756, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.0, "time": 0.7338079968467355, "total_loss": 1.6140004221379058} {"data_time": 0.010647954419255257, "eta_seconds": 83500.80520836264, "iteration": 155139, "loss_fcos_cls": 0.2623009136877954, "loss_fcos_ctr": 0.6206343192607164, "loss_fcos_loc": 0.19386109348852187, "loss_mask": 0.27223861776292324, "loss_maskiou": 0.005593296475126408, "loss_sem_seg": 0.24495390127412975, "lr": 0.01, "mask_rcnn/accuracy": 0.8767129921466656, "mask_rcnn/false_negative": 0.10086207821892837, "mask_rcnn/false_positive": 0.12643483901619473, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.5, "time": 0.7392949918285012, "total_loss": 1.6144235426472733} {"data_time": 0.009617047384381294, "eta_seconds": 83421.26509404927, "iteration": 155159, "loss_fcos_cls": 0.24975117854773998, "loss_fcos_ctr": 0.6198629476130009, "loss_fcos_loc": 0.19254391838330775, "loss_mask": 0.2590218987315893, "loss_maskiou": 0.005595229922619183, "loss_sem_seg": 0.26598836085759103, "lr": 0.01, "mask_rcnn/accuracy": 0.9103341534242155, "mask_rcnn/false_negative": 0.07597294520232356, "mask_rcnn/false_positive": 0.12766647529671157, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 20.25, "time": 0.7185520743951201, "total_loss": 1.6274085800760076} {"data_time": 0.010934126563370228, "eta_seconds": 83446.00224602874, "iteration": 155179, "loss_fcos_cls": 0.23850380326621234, "loss_fcos_ctr": 0.620076454244554, "loss_fcos_loc": 0.19672588078537956, "loss_mask": 0.2695078616961837, "loss_maskiou": 0.006120201484009158, "loss_sem_seg": 0.26870381366461515, "lr": 0.01, "mask_rcnn/accuracy": 0.8721301020408163, "mask_rcnn/false_negative": 0.09609910431232137, "mask_rcnn/false_positive": 0.1483844158799535, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.75, "time": 0.7321954853832722, "total_loss": 1.6085953603469534} {"data_time": 0.010445374995470047, "eta_seconds": 83410.40531302337, "iteration": 155199, "loss_fcos_cls": 0.24765199981629848, "loss_fcos_ctr": 0.6193919330835342, "loss_fcos_loc": 0.18537777848541737, "loss_mask": 0.2603237433359027, "loss_maskiou": 0.00508024291775655, "loss_sem_seg": 0.2869520718231797, "lr": 0.01, "mask_rcnn/accuracy": 0.9000198072477303, "mask_rcnn/false_negative": 0.07321780930697577, "mask_rcnn/false_positive": 0.12187707469899756, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7267845021560788, "total_loss": 1.6276739353634184} {"data_time": 0.010054200887680054, "eta_seconds": 83395.87401010562, "iteration": 155219, "loss_fcos_cls": 0.24029026995413005, "loss_fcos_ctr": 0.618036974221468, "loss_fcos_loc": 0.1907232718076557, "loss_mask": 0.26450706366449594, "loss_maskiou": 0.005821896600537002, "loss_sem_seg": 0.2749370913952589, "lr": 0.01, "mask_rcnn/accuracy": 0.8863635911038888, "mask_rcnn/false_negative": 0.09043313855234211, "mask_rcnn/false_positive": 0.14722832539245023, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.5, "time": 0.7347727408632636, "total_loss": 1.5993132754738326} {"data_time": 0.0095544857904315, "eta_seconds": 83349.88924307376, "iteration": 155239, "loss_fcos_cls": 0.258982245111838, "loss_fcos_ctr": 0.620409335475415, "loss_fcos_loc": 0.19206248363479972, "loss_mask": 0.2593817235901952, "loss_maskiou": 0.004889234638540074, "loss_sem_seg": 0.2837409325875342, "lr": 0.01, "mask_rcnn/accuracy": 0.8953777939747327, "mask_rcnn/false_negative": 0.08667443919812079, "mask_rcnn/false_positive": 0.13803853155339807, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.7210434563457966, "total_loss": 1.612963015344576} {"data_time": 0.010557920671999454, "eta_seconds": 83308.49774070829, "iteration": 155259, "loss_fcos_cls": 0.24236758099868894, "loss_fcos_ctr": 0.6204614723101258, "loss_fcos_loc": 0.19319730065762997, "loss_mask": 0.261113528162241, "loss_maskiou": 0.005463922265334986, "loss_sem_seg": 0.21820832253433764, "lr": 0.01, "mask_rcnn/accuracy": 0.8817234017262818, "mask_rcnn/false_negative": 0.10750806081522066, "mask_rcnn/false_positive": 0.13727447638093207, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.25, "time": 0.7262965235859156, "total_loss": 1.5700722441251855} {"data_time": 0.009765670634806156, "eta_seconds": 83216.93948851153, "iteration": 155279, "loss_fcos_cls": 0.2165301137138158, "loss_fcos_ctr": 0.6184145212173462, "loss_fcos_loc": 0.1877967247273773, "loss_mask": 0.2589708501473069, "loss_maskiou": 0.004901943804725306, "loss_sem_seg": 0.25330778071656823, "lr": 0.01, "mask_rcnn/accuracy": 0.8924397031539888, "mask_rcnn/false_negative": 0.08278393303785653, "mask_rcnn/false_positive": 0.1395561354913737, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 28.5, "time": 0.702958875335753, "total_loss": 1.5448677097447217} {"data_time": 0.009490198455750942, "eta_seconds": 83183.55743350927, "iteration": 155299, "loss_fcos_cls": 0.23792419966775924, "loss_fcos_ctr": 0.6181518398225307, "loss_fcos_loc": 0.189121539297048, "loss_mask": 0.2683932473883033, "loss_maskiou": 0.005514733784366399, "loss_sem_seg": 0.2586751375347376, "lr": 0.01, "mask_rcnn/accuracy": 0.8732329853237591, "mask_rcnn/false_negative": 0.10104833818500016, "mask_rcnn/false_positive": 0.16458207254021956, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7138839196413755, "total_loss": 1.5858873301403946} {"data_time": 0.010207020677626133, "eta_seconds": 83202.59865251184, "iteration": 155319, "loss_fcos_cls": 0.22636943380348384, "loss_fcos_ctr": 0.6173616480082273, "loss_fcos_loc": 0.1810012572677806, "loss_mask": 0.25435354467481375, "loss_maskiou": 0.005145435359736439, "loss_sem_seg": 0.25583545048721135, "lr": 0.01, "mask_rcnn/accuracy": 0.8872775730662636, "mask_rcnn/false_negative": 0.08743520616585757, "mask_rcnn/false_positive": 0.1071380376950451, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.7206338476389647, "total_loss": 1.5437898115560529} {"data_time": 0.010147199034690857, "eta_seconds": 83135.3210712308, "iteration": 155339, "loss_fcos_cls": 0.23581552365794778, "loss_fcos_ctr": 0.6174121513031423, "loss_fcos_loc": 0.18465469748480245, "loss_mask": 0.2641664445400238, "loss_maskiou": 0.00495030777528882, "loss_sem_seg": 0.2640074985101819, "lr": 0.01, "mask_rcnn/accuracy": 0.8900696608692737, "mask_rcnn/false_negative": 0.09743557814041956, "mask_rcnn/false_positive": 0.1261013808693226, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.0, "time": 0.6983180856332183, "total_loss": 1.547228825984348} {"data_time": 0.009937606751918793, "eta_seconds": 83140.04418213386, "iteration": 155359, "loss_fcos_cls": 0.22376038623042405, "loss_fcos_ctr": 0.6175084766000509, "loss_fcos_loc": 0.17572354874573648, "loss_mask": 0.25109834503382444, "loss_maskiou": 0.004905299298116006, "loss_sem_seg": 0.26753087528049946, "lr": 0.01, "mask_rcnn/accuracy": 0.9010973013787456, "mask_rcnn/false_negative": 0.0977551074942196, "mask_rcnn/false_positive": 0.10103095372327228, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.5, "time": 0.7189315399155021, "total_loss": 1.570145765756024} {"data_time": 0.009358063340187073, "eta_seconds": 83106.31894458923, "iteration": 155379, "loss_fcos_cls": 0.23410815699025989, "loss_fcos_ctr": 0.6181788435205817, "loss_fcos_loc": 0.18538667738903314, "loss_mask": 0.25295671448111534, "loss_maskiou": 0.005421042827947531, "loss_sem_seg": 0.25305559718981385, "lr": 0.01, "mask_rcnn/accuracy": 0.8972910592808552, "mask_rcnn/false_negative": 0.07507536891882619, "mask_rcnn/false_positive": 0.13173629121567626, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.75, "time": 0.7226832201704383, "total_loss": 1.5587654291011859} {"data_time": 0.010056925006210804, "eta_seconds": 83084.92309107352, "iteration": 155399, "loss_fcos_cls": 0.26043413183651865, "loss_fcos_ctr": 0.6224867179989815, "loss_fcos_loc": 0.19160821149125695, "loss_mask": 0.2661904077976942, "loss_maskiou": 0.005262472477625124, "loss_sem_seg": 0.25732774706557393, "lr": 0.01, "mask_rcnn/accuracy": 0.8888149009603841, "mask_rcnn/false_negative": 0.08169479192246365, "mask_rcnn/false_positive": 0.14567788288377026, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.25, "time": 0.725734299980104, "total_loss": 1.6173554673732724} {"data_time": 0.00922752171754837, "eta_seconds": 83115.38553127274, "iteration": 155419, "loss_fcos_cls": 0.23948205751366913, "loss_fcos_ctr": 0.6180510297417641, "loss_fcos_loc": 0.18587479321286082, "loss_mask": 0.2526678601279855, "loss_maskiou": 0.005911250555072911, "loss_sem_seg": 0.23050244711339474, "lr": 0.01, "mask_rcnn/accuracy": 0.8788818027210885, "mask_rcnn/false_negative": 0.09672317350181467, "mask_rcnn/false_positive": 0.14989817736205796, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.25, "time": 0.7399929137900472, "total_loss": 1.585912488757458} {"data_time": 0.010175932198762894, "eta_seconds": 83082.02651363332, "iteration": 155439, "loss_fcos_cls": 0.24324975232593715, "loss_fcos_ctr": 0.6203982755541801, "loss_fcos_loc": 0.18297048067324795, "loss_mask": 0.2514118915423751, "loss_maskiou": 0.005015804075810593, "loss_sem_seg": 0.24607072630897164, "lr": 0.01, "mask_rcnn/accuracy": 0.8862660666107227, "mask_rcnn/false_negative": 0.08940794116826292, "mask_rcnn/false_positive": 0.12936481831702362, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.25, "time": 0.7169142905622721, "total_loss": 1.5361096299893688} {"data_time": 0.01113041490316391, "eta_seconds": 83067.52209650818, "iteration": 155459, "loss_fcos_cls": 0.2355990712530911, "loss_fcos_ctr": 0.6178142228163779, "loss_fcos_loc": 0.1838074065744877, "loss_mask": 0.26084874477237463, "loss_maskiou": 0.005739205440477235, "loss_sem_seg": 0.2542869537137449, "lr": 0.01, "mask_rcnn/accuracy": 0.891871521335807, "mask_rcnn/false_negative": 0.0957410343683909, "mask_rcnn/false_positive": 0.13113281615755698, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 38.0, "time": 0.7348534520715475, "total_loss": 1.5785268387844553} {"data_time": 0.01102856732904911, "eta_seconds": 83059.70895638876, "iteration": 155479, "loss_fcos_cls": 0.23091178899630904, "loss_fcos_ctr": 0.6227486319839954, "loss_fcos_loc": 0.18887736927717924, "loss_mask": 0.2608780711889267, "loss_maskiou": 0.004949666377797257, "loss_sem_seg": 0.242986889090389, "lr": 0.01, "mask_rcnn/accuracy": 0.8840650213573802, "mask_rcnn/false_negative": 0.08058488498525607, "mask_rcnn/false_positive": 0.12398597814452637, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 24.25, "time": 0.7373852785676718, "total_loss": 1.5651477493302082} {"data_time": 0.010394081473350525, "eta_seconds": 83057.35469856486, "iteration": 155499, "loss_fcos_cls": 0.2334773454349488, "loss_fcos_ctr": 0.6205419739708304, "loss_fcos_loc": 0.1906943954527378, "loss_mask": 0.26251531252637506, "loss_maskiou": 0.0049494605118525214, "loss_sem_seg": 0.23240411095321178, "lr": 0.01, "mask_rcnn/accuracy": 0.8895845777335325, "mask_rcnn/false_negative": 0.0964909879533856, "mask_rcnn/false_positive": 0.13470412292073455, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 37.5, "time": 0.7169787921011448, "total_loss": 1.564288710047549} {"data_time": 0.011369804851710796, "eta_seconds": 83024.00884513278, "iteration": 155519, "loss_fcos_cls": 0.2355296250898391, "loss_fcos_ctr": 0.6157575268298388, "loss_fcos_loc": 0.17846935079433024, "loss_mask": 0.2549235327169299, "loss_maskiou": 0.0053594453347614035, "loss_sem_seg": 0.2657425291836262, "lr": 0.01, "mask_rcnn/accuracy": 0.8871643536932845, "mask_rcnn/false_negative": 0.09831837627806476, "mask_rcnn/false_positive": 0.14573097173013433, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 39.0, "time": 0.7274321606382728, "total_loss": 1.5538345470413333} {"data_time": 0.01009481493383646, "eta_seconds": 83050.34442378115, "iteration": 155539, "loss_fcos_cls": 0.2360849818214774, "loss_fcos_ctr": 0.6166853746399283, "loss_fcos_loc": 0.18121590581722558, "loss_mask": 0.2543535460717976, "loss_maskiou": 0.005066704183263937, "loss_sem_seg": 0.2638295032083988, "lr": 0.01, "mask_rcnn/accuracy": 0.8796499921807803, "mask_rcnn/false_negative": 0.08812292362308555, "mask_rcnn/false_positive": 0.122037046009502, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7453467939049006, "total_loss": 1.5613161381625105} {"data_time": 0.009836729615926743, "eta_seconds": 83035.83287060168, "iteration": 155559, "loss_fcos_cls": 0.23849334195256233, "loss_fcos_ctr": 0.6183974677696824, "loss_fcos_loc": 0.18113421881571412, "loss_mask": 0.25366526283323765, "loss_maskiou": 0.005320870586729143, "loss_sem_seg": 0.2661328078247607, "lr": 0.01, "mask_rcnn/accuracy": 0.89495715750415, "mask_rcnn/false_negative": 0.08081851083065514, "mask_rcnn/false_positive": 0.1277835404846911, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 28.5, "time": 0.72475431766361, "total_loss": 1.5666487880371278} {"data_time": 0.010250660590827465, "eta_seconds": 83027.56238446198, "iteration": 155579, "loss_fcos_cls": 0.23734337417408824, "loss_fcos_ctr": 0.6175893545150757, "loss_fcos_loc": 0.19145045056939125, "loss_mask": 0.260083987377584, "loss_maskiou": 0.005468877890962176, "loss_sem_seg": 0.29055785154923797, "lr": 0.01, "mask_rcnn/accuracy": 0.9006442111323285, "mask_rcnn/false_negative": 0.08047238797950801, "mask_rcnn/false_positive": 0.12325144352079753, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.75, "time": 0.7238938715308905, "total_loss": 1.5995474040610134} {"data_time": 0.010501173324882984, "eta_seconds": 82984.81615768, "iteration": 155599, "loss_fcos_cls": 0.23532108927611262, "loss_fcos_ctr": 0.6158252656459808, "loss_fcos_loc": 0.1889154230011627, "loss_mask": 0.25369880395010114, "loss_maskiou": 0.005500971048604697, "loss_sem_seg": 0.26924450788646936, "lr": 0.01, "mask_rcnn/accuracy": 0.9006164965986394, "mask_rcnn/false_negative": 0.07421343250169754, "mask_rcnn/false_positive": 0.10494968133471122, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.0, "time": 0.7080646874383092, "total_loss": 1.5476764265858947} {"data_time": 0.010074838064610958, "eta_seconds": 82983.51155286189, "iteration": 155619, "loss_fcos_cls": 0.23038205230841413, "loss_fcos_ctr": 0.6192582929506898, "loss_fcos_loc": 0.18207139548030682, "loss_mask": 0.2699690964072943, "loss_maskiou": 0.005505155655555427, "loss_sem_seg": 0.2768030217848718, "lr": 0.01, "mask_rcnn/accuracy": 0.8949974057419579, "mask_rcnn/false_negative": 0.08063635309113615, "mask_rcnn/false_positive": 0.12562175624739824, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.25, "time": 0.7260939301922917, "total_loss": 1.5512895084684715} {"data_time": 0.009981758892536163, "eta_seconds": 82977.78665788379, "iteration": 155639, "loss_fcos_cls": 0.23273389833047986, "loss_fcos_ctr": 0.6176746813580394, "loss_fcos_loc": 0.18581172660924494, "loss_mask": 0.258463297970593, "loss_maskiou": 0.005351537489332259, "loss_sem_seg": 0.2722345623187721, "lr": 0.01, "mask_rcnn/accuracy": 0.8950567105942658, "mask_rcnn/false_negative": 0.08262136833565406, "mask_rcnn/false_positive": 0.10374839751728604, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.7229802599176764, "total_loss": 1.5538332374417223} {"data_time": 0.010541468858718872, "eta_seconds": 82928.76478473004, "iteration": 155659, "loss_fcos_cls": 0.2447628015652299, "loss_fcos_ctr": 0.6193236615508795, "loss_fcos_loc": 0.18758639926090837, "loss_mask": 0.2620338462293148, "loss_maskiou": 0.005283249069179874, "loss_sem_seg": 0.2838900275528431, "lr": 0.01, "mask_rcnn/accuracy": 0.898964592004565, "mask_rcnn/false_negative": 0.08764024896019382, "mask_rcnn/false_positive": 0.10044377328065066, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 29.0, "time": 0.7280307225883007, "total_loss": 1.6171621692010376} {"data_time": 0.009975641034543514, "eta_seconds": 82888.80299477745, "iteration": 155679, "loss_fcos_cls": 0.25007199635729194, "loss_fcos_ctr": 0.6172643238678575, "loss_fcos_loc": 0.18160854722373188, "loss_mask": 0.2572626080363989, "loss_maskiou": 0.005081548864836805, "loss_sem_seg": 0.25476091919699684, "lr": 0.01, "mask_rcnn/accuracy": 0.8954008458304281, "mask_rcnn/false_negative": 0.08696844784568011, "mask_rcnn/false_positive": 0.13387089771460908, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.75, "time": 0.7218693243339658, "total_loss": 1.5415343647218833} {"data_time": 0.009248683229088783, "eta_seconds": 82886.01581067685, "iteration": 155699, "loss_fcos_cls": 0.244162812596187, "loss_fcos_ctr": 0.6199791394174099, "loss_fcos_loc": 0.1895577113609761, "loss_mask": 0.2549932417459786, "loss_maskiou": 0.004871913624810986, "loss_sem_seg": 0.2561905444599688, "lr": 0.01, "mask_rcnn/accuracy": 0.8731231778425657, "mask_rcnn/false_negative": 0.09922000648962284, "mask_rcnn/false_positive": 0.14700149012090707, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7313271509483457, "total_loss": 1.5866966680114274} {"data_time": 0.009983562864363194, "eta_seconds": 82910.96146888565, "iteration": 155719, "loss_fcos_cls": 0.23877533338963985, "loss_fcos_ctr": 0.6208486156538129, "loss_fcos_loc": 0.19498350634239614, "loss_mask": 0.2682008082047105, "loss_maskiou": 0.0056750473449938, "loss_sem_seg": 0.25934352865442634, "lr": 0.01, "mask_rcnn/accuracy": 0.8885649290453886, "mask_rcnn/false_negative": 0.10393640701035636, "mask_rcnn/false_positive": 0.12409660754530266, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.25, "time": 0.7524772388860583, "total_loss": 1.5890257323771948} {"data_time": 0.01030798815190792, "eta_seconds": 82911.01546425093, "iteration": 155739, "loss_fcos_cls": 0.2434859685599804, "loss_fcos_ctr": 0.6181530659087002, "loss_fcos_loc": 0.1890507882926613, "loss_mask": 0.2509529609233141, "loss_maskiou": 0.004964877196471207, "loss_sem_seg": 0.2546728574670851, "lr": 0.01, "mask_rcnn/accuracy": 0.899706311095867, "mask_rcnn/false_negative": 0.08262913881836739, "mask_rcnn/false_positive": 0.13362509947994292, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7359815444797277, "total_loss": 1.554523948856513} {"data_time": 0.010226542130112648, "eta_seconds": 82926.40793529525, "iteration": 155759, "loss_fcos_cls": 0.23381671134848148, "loss_fcos_ctr": 0.6188203515484929, "loss_fcos_loc": 0.1795955937122926, "loss_mask": 0.25440127635374665, "loss_maskiou": 0.004739238174806815, "loss_sem_seg": 0.26307125901803374, "lr": 0.01, "mask_rcnn/accuracy": 0.8952106182609099, "mask_rcnn/false_negative": 0.10591313039041941, "mask_rcnn/false_positive": 0.09679746825759239, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.7282675392925739, "total_loss": 1.560498128827021} {"data_time": 0.010216746479272842, "eta_seconds": 82911.89013381675, "iteration": 155779, "loss_fcos_cls": 0.23590321838855743, "loss_fcos_ctr": 0.6163219502195716, "loss_fcos_loc": 0.18246951466426253, "loss_mask": 0.2515386426821351, "loss_maskiou": 0.005201610241783783, "loss_sem_seg": 0.25374618638306856, "lr": 0.01, "mask_rcnn/accuracy": 0.8939083084898836, "mask_rcnn/false_negative": 0.0729952635685415, "mask_rcnn/false_positive": 0.13251749783632918, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.0, "time": 0.7374893324449658, "total_loss": 1.552095237559115} {"data_time": 0.011042172089219093, "eta_seconds": 82932.55639946088, "iteration": 155799, "loss_fcos_cls": 0.24746366497129202, "loss_fcos_ctr": 0.6207118476741016, "loss_fcos_loc": 0.19246481676236726, "loss_mask": 0.2742880694568157, "loss_maskiou": 0.006009001881466247, "loss_sem_seg": 0.2720637205056846, "lr": 0.01, "mask_rcnn/accuracy": 0.8913203735505943, "mask_rcnn/false_negative": 0.10722290572436896, "mask_rcnn/false_positive": 0.0933223881684089, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.0, "time": 0.7345471670851111, "total_loss": 1.6091108941618586} {"data_time": 0.010698703117668629, "eta_seconds": 82919.41197649855, "iteration": 155819, "loss_fcos_cls": 0.2207527580903843, "loss_fcos_ctr": 0.6196856070309877, "loss_fcos_loc": 0.18936859804671258, "loss_mask": 0.25243651447817683, "loss_maskiou": 0.005056325933765038, "loss_sem_seg": 0.25253334641456604, "lr": 0.01, "mask_rcnn/accuracy": 0.8872513965626211, "mask_rcnn/false_negative": 0.09753534159604887, "mask_rcnn/false_positive": 0.15530692121856407, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 39.5, "time": 0.7304499177262187, "total_loss": 1.5685691351973219} {"data_time": 0.010733013972640038, "eta_seconds": 82903.50847294554, "iteration": 155839, "loss_fcos_cls": 0.2515797403175384, "loss_fcos_ctr": 0.6179221319034696, "loss_fcos_loc": 0.18000528507400304, "loss_mask": 0.2442259080708027, "loss_maskiou": 0.005038216746470425, "loss_sem_seg": 0.2644243687391281, "lr": 0.01, "mask_rcnn/accuracy": 0.8885302112594929, "mask_rcnn/false_negative": 0.09535747543981812, "mask_rcnn/false_positive": 0.1614168528519092, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.5, "time": 0.7044737385585904, "total_loss": 1.559703031583922} {"data_time": 0.012258668430149555, "eta_seconds": 82869.46000481956, "iteration": 155859, "loss_fcos_cls": 0.23061769839841872, "loss_fcos_ctr": 0.6181246414780617, "loss_fcos_loc": 0.18408053368330002, "loss_mask": 0.24394032638520002, "loss_maskiou": 0.004816334760107566, "loss_sem_seg": 0.24670786794740707, "lr": 0.01, "mask_rcnn/accuracy": 0.896587922840369, "mask_rcnn/false_negative": 0.09097124807109357, "mask_rcnn/false_positive": 0.12349185466204894, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.0, "time": 0.741531303152442, "total_loss": 1.526310746819945} {"data_time": 0.010030635632574558, "eta_seconds": 82826.18521560635, "iteration": 155879, "loss_fcos_cls": 0.22917771502397954, "loss_fcos_ctr": 0.6174932178109884, "loss_fcos_loc": 0.182605599751696, "loss_mask": 0.26089712604880333, "loss_maskiou": 0.004952942043018993, "loss_sem_seg": 0.26092885807156563, "lr": 0.01, "mask_rcnn/accuracy": 0.9000235438025579, "mask_rcnn/false_negative": 0.0872342769791042, "mask_rcnn/false_positive": 0.11730428455538697, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7075519077479839, "total_loss": 1.5604493616410764} {"data_time": 0.009807271882891655, "eta_seconds": 82831.46855211165, "iteration": 155899, "loss_fcos_cls": 0.24861260829493403, "loss_fcos_ctr": 0.6165598267689347, "loss_fcos_loc": 0.18216225609648973, "loss_mask": 0.25045397505164146, "loss_maskiou": 0.0046358985782717355, "loss_sem_seg": 0.28176510659977794, "lr": 0.01, "mask_rcnn/accuracy": 0.8830029750918456, "mask_rcnn/false_negative": 0.09452393785847629, "mask_rcnn/false_positive": 0.14382199654876407, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.7179458551108837, "total_loss": 1.5560180453176145} {"data_time": 0.010817565955221653, "eta_seconds": 82816.94957882445, "iteration": 155919, "loss_fcos_cls": 0.24354253546334803, "loss_fcos_ctr": 0.6187859140336514, "loss_fcos_loc": 0.1823995403246954, "loss_mask": 0.2546705259010196, "loss_maskiou": 0.005055905436165631, "loss_sem_seg": 0.262708846013993, "lr": 0.01, "mask_rcnn/accuracy": 0.8898522807525849, "mask_rcnn/false_negative": 0.08882176420072121, "mask_rcnn/false_positive": 0.12595114033455326, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.5, "time": 0.730825181119144, "total_loss": 1.574313151275419} {"data_time": 0.009835664182901382, "eta_seconds": 82833.6005406538, "iteration": 155939, "loss_fcos_cls": 0.22911704290891066, "loss_fcos_ctr": 0.6159881306812167, "loss_fcos_loc": 0.18007614521775395, "loss_mask": 0.251582988537848, "loss_maskiou": 0.004594901758537162, "loss_sem_seg": 0.24447331205010414, "lr": 0.01, "mask_rcnn/accuracy": 0.8945302243704499, "mask_rcnn/false_negative": 0.09276439069654963, "mask_rcnn/false_positive": 0.11286239025280445, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 27.5, "time": 0.7359727416187525, "total_loss": 1.508068452749285} {"data_time": 0.010017931461334229, "eta_seconds": 82796.85729413293, "iteration": 155959, "loss_fcos_cls": 0.23347961879335344, "loss_fcos_ctr": 0.6181724648922682, "loss_fcos_loc": 0.19312537112273276, "loss_mask": 0.25160856265574694, "loss_maskiou": 0.004607180660968879, "loss_sem_seg": 0.2554781879298389, "lr": 0.01, "mask_rcnn/accuracy": 0.8947874908892128, "mask_rcnn/false_negative": 0.07482739700229434, "mask_rcnn/false_positive": 0.15178433988290144, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.25, "time": 0.7008066866546869, "total_loss": 1.5601932216704881} {"data_time": 0.008915316313505173, "eta_seconds": 82753.60770120006, "iteration": 155979, "loss_fcos_cls": 0.25413327279966325, "loss_fcos_ctr": 0.6173895704559982, "loss_fcos_loc": 0.1852304528001696, "loss_mask": 0.2434432441368699, "loss_maskiou": 0.005510321876499802, "loss_sem_seg": 0.25113554298877716, "lr": 0.01, "mask_rcnn/accuracy": 0.8995366957183242, "mask_rcnn/false_negative": 0.08768152793762382, "mask_rcnn/false_positive": 0.14091634142357048, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.25, "time": 0.7160791261121631, "total_loss": 1.5896551994010224} {"data_time": 0.010275804437696934, "eta_seconds": 82739.0921983188, "iteration": 155999, "loss_fcos_cls": 0.23677808337379247, "loss_fcos_ctr": 0.6190579552203417, "loss_fcos_loc": 0.18724151403876022, "loss_mask": 0.2637449875473976, "loss_maskiou": 0.006017695472110063, "loss_sem_seg": 0.2464948734268546, "lr": 0.01, "mask_rcnn/accuracy": 0.857313353768927, "mask_rcnn/false_negative": 0.09691934152082798, "mask_rcnn/false_positive": 0.1562056216040438, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.25, "time": 0.7317243004217744, "total_loss": 1.533908670226083} {"data_time": 0.009736966341733932, "eta_seconds": 82707.8395395698, "iteration": 156019, "loss_fcos_cls": 0.22478104522451758, "loss_fcos_ctr": 0.6173415388911963, "loss_fcos_loc": 0.1781506894621998, "loss_mask": 0.2477708300575614, "loss_maskiou": 0.005157385148777394, "loss_sem_seg": 0.25897524191532284, "lr": 0.01, "mask_rcnn/accuracy": 0.8877570623536299, "mask_rcnn/false_negative": 0.08271321604091325, "mask_rcnn/false_positive": 0.10508528433159653, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.25, "time": 0.7155091613531113, "total_loss": 1.4986081045153696} {"data_time": 0.010499462485313416, "eta_seconds": 82678.80120016169, "iteration": 156039, "loss_fcos_cls": 0.24241390125826, "loss_fcos_ctr": 0.6188936941325665, "loss_fcos_loc": 0.17945665144361556, "loss_mask": 0.2683624690398574, "loss_maskiou": 0.005074369051726535, "loss_sem_seg": 0.259988185018301, "lr": 0.01, "mask_rcnn/accuracy": 0.8845270069409878, "mask_rcnn/false_negative": 0.07861155068037823, "mask_rcnn/false_positive": 0.1332641330763984, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.25, "time": 0.7207056535407901, "total_loss": 1.5630968902187306} {"data_time": 0.009826305322349072, "eta_seconds": 82550.74714399315, "iteration": 156059, "loss_fcos_cls": 0.24737052875570953, "loss_fcos_ctr": 0.6176630817353725, "loss_fcos_loc": 0.18576387432403862, "loss_mask": 0.25909050833433867, "loss_maskiou": 0.0050020669696095865, "loss_sem_seg": 0.2717543439939618, "lr": 0.01, "mask_rcnn/accuracy": 0.8967679237593655, "mask_rcnn/false_negative": 0.08001488509055188, "mask_rcnn/false_positive": 0.12954981478808872, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.5, "time": 0.7082182066515088, "total_loss": 1.5972954286553431} {"data_time": 0.01088372990489006, "eta_seconds": 82464.8211768344, "iteration": 156079, "loss_fcos_cls": 0.23090210277587175, "loss_fcos_ctr": 0.6190864089876413, "loss_fcos_loc": 0.18101320683490485, "loss_mask": 0.256749858148396, "loss_maskiou": 0.005522767925867811, "loss_sem_seg": 0.25735215842723846, "lr": 0.01, "mask_rcnn/accuracy": 0.8966805344586815, "mask_rcnn/false_negative": 0.09868218865254641, "mask_rcnn/false_positive": 0.12535274765794568, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.5, "time": 0.7149340389296412, "total_loss": 1.551352816997678} {"data_time": 0.010779647156596184, "eta_seconds": 82329.57232816145, "iteration": 156099, "loss_fcos_cls": 0.22716919938102365, "loss_fcos_ctr": 0.6158084450289607, "loss_fcos_loc": 0.17414766270667315, "loss_mask": 0.24747237842530012, "loss_maskiou": 0.005065998811915051, "loss_sem_seg": 0.23687013634480536, "lr": 0.01, "mask_rcnn/accuracy": 0.8981459349287997, "mask_rcnn/false_negative": 0.07424666183962722, "mask_rcnn/false_positive": 0.12070989930112967, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.5, "time": 0.7077578026801348, "total_loss": 1.517621883740503} {"data_time": 0.010189011693000793, "eta_seconds": 82314.17258613277, "iteration": 156119, "loss_fcos_cls": 0.24984040739946067, "loss_fcos_ctr": 0.6195219121873379, "loss_fcos_loc": 0.18850772659061477, "loss_mask": 0.26469598431140184, "loss_maskiou": 0.0062086775578791276, "loss_sem_seg": 0.29533840133808553, "lr": 0.01, "mask_rcnn/accuracy": 0.8815773365978283, "mask_rcnn/false_negative": 0.096334080553795, "mask_rcnn/false_positive": 0.12755663134763, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.25, "time": 0.7329749437049031, "total_loss": 1.6013494652579539} {"data_time": 0.010336138308048248, "eta_seconds": 82299.71641300712, "iteration": 156139, "loss_fcos_cls": 0.2430434711277485, "loss_fcos_ctr": 0.6185014005750418, "loss_fcos_loc": 0.17540552746504545, "loss_mask": 0.2575577450916171, "loss_maskiou": 0.005483661356265657, "loss_sem_seg": 0.26471001375466585, "lr": 0.01, "mask_rcnn/accuracy": 0.8877906107497944, "mask_rcnn/false_negative": 0.0957714025764165, "mask_rcnn/false_positive": 0.1309802209558259, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.75, "time": 0.7243989715352654, "total_loss": 1.5759108547295} {"data_time": 0.008633935824036598, "eta_seconds": 82314.34035622235, "iteration": 156159, "loss_fcos_cls": 0.243248893879354, "loss_fcos_ctr": 0.6160905100405216, "loss_fcos_loc": 0.1809853024315089, "loss_mask": 0.2507508057169616, "loss_maskiou": 0.004972920985892415, "loss_sem_seg": 0.30769454245455563, "lr": 0.01, "mask_rcnn/accuracy": 0.8704559948979591, "mask_rcnn/false_negative": 0.10594436294770687, "mask_rcnn/false_positive": 0.16636208837247765, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7262048218399286, "total_loss": 1.5807394182265853} {"data_time": 0.010177684016525745, "eta_seconds": 82286.0837049475, "iteration": 156179, "loss_fcos_cls": 0.24854059424251318, "loss_fcos_ctr": 0.6186040062457323, "loss_fcos_loc": 0.18762933812104166, "loss_mask": 0.26471057068556547, "loss_maskiou": 0.00579284064588137, "loss_sem_seg": 0.29512165673077106, "lr": 0.01, "mask_rcnn/accuracy": 0.9006857937980387, "mask_rcnn/false_negative": 0.07990955804455413, "mask_rcnn/false_positive": 0.11290720507308327, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.5, "time": 0.7299667876213789, "total_loss": 1.6200724502559751} {"data_time": 0.00915826577693224, "eta_seconds": 82285.41779217031, "iteration": 156199, "loss_fcos_cls": 0.24476666189730167, "loss_fcos_ctr": 0.6185515057295561, "loss_fcos_loc": 0.18752301251515746, "loss_mask": 0.2607280155643821, "loss_maskiou": 0.005650663413689472, "loss_sem_seg": 0.2764550889842212, "lr": 0.01, "mask_rcnn/accuracy": 0.8739573827498479, "mask_rcnn/false_negative": 0.09718457308401679, "mask_rcnn/false_positive": 0.15593619277006637, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 24.5, "time": 0.72593785636127, "total_loss": 1.6244631477020448} {"data_time": 0.00977177731692791, "eta_seconds": 82259.76493106503, "iteration": 156219, "loss_fcos_cls": 0.259537493577227, "loss_fcos_ctr": 0.6181879499927163, "loss_fcos_loc": 0.19167153188027442, "loss_mask": 0.27297116070985794, "loss_maskiou": 0.005406563570431899, "loss_sem_seg": 0.2862590041477233, "lr": 0.01, "mask_rcnn/accuracy": 0.874474286262261, "mask_rcnn/false_negative": 0.10464441718976676, "mask_rcnn/false_positive": 0.14459345269240576, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.724959303624928, "total_loss": 1.6316161114154966} {"data_time": 0.009927105158567429, "eta_seconds": 82226.77623180859, "iteration": 156239, "loss_fcos_cls": 0.23656562366522849, "loss_fcos_ctr": 0.617913503665477, "loss_fcos_loc": 0.18579572020098567, "loss_mask": 0.2627725340425968, "loss_maskiou": 0.005307316379912663, "loss_sem_seg": 0.2752002077177167, "lr": 0.01, "mask_rcnn/accuracy": 0.8877746154431922, "mask_rcnn/false_negative": 0.10509569341595064, "mask_rcnn/false_positive": 0.12687280490132594, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7075872737914324, "total_loss": 1.590249371205573} {"data_time": 0.009684882126748562, "eta_seconds": 82196.09504967276, "iteration": 156259, "loss_fcos_cls": 0.2610021620057523, "loss_fcos_ctr": 0.6193169904872775, "loss_fcos_loc": 0.19580383342690766, "loss_mask": 0.2646666010841727, "loss_maskiou": 0.00581675008743332, "loss_sem_seg": 0.27711731824092567, "lr": 0.01, "mask_rcnn/accuracy": 0.9034653035154876, "mask_rcnn/false_negative": 0.08214250472138045, "mask_rcnn/false_positive": 0.11767943077592703, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.25, "time": 0.718190616928041, "total_loss": 1.6189656528149499} {"data_time": 0.010461881756782532, "eta_seconds": 82253.2644326482, "iteration": 156279, "loss_fcos_cls": 0.24680153699591756, "loss_fcos_ctr": 0.6195517191663384, "loss_fcos_loc": 0.19103028305107728, "loss_mask": 0.25675941724330187, "loss_maskiou": 0.005302889767335728, "loss_sem_seg": 0.2579617374576628, "lr": 0.01, "mask_rcnn/accuracy": 0.8620036122769359, "mask_rcnn/false_negative": 0.1151616146312831, "mask_rcnn/false_positive": 0.14603004097979977, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 25.5, "time": 0.7366293184459209, "total_loss": 1.5817346017356613} {"data_time": 0.009287511929869652, "eta_seconds": 82244.14513486996, "iteration": 156299, "loss_fcos_cls": 0.2532629705965519, "loss_fcos_ctr": 0.6201884150505066, "loss_fcos_loc": 0.19051946682156995, "loss_mask": 0.2657599705271423, "loss_maskiou": 0.005071564264653716, "loss_sem_seg": 0.28244175645522773, "lr": 0.01, "mask_rcnn/accuracy": 0.8786089435774309, "mask_rcnn/false_negative": 0.09793641313092027, "mask_rcnn/false_positive": 0.14048116642029634, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7213672874495387, "total_loss": 1.610060528939357} {"data_time": 0.009269705042243004, "eta_seconds": 82280.49257336836, "iteration": 156319, "loss_fcos_cls": 0.24035315227229148, "loss_fcos_ctr": 0.6178111955523491, "loss_fcos_loc": 0.18555184605065733, "loss_mask": 0.26179773081094027, "loss_maskiou": 0.0051543443914852105, "loss_sem_seg": 0.2665101184393279, "lr": 0.01, "mask_rcnn/accuracy": 0.8816381195335277, "mask_rcnn/false_negative": 0.07612933578321235, "mask_rcnn/false_positive": 0.1391877070321741, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.25, "time": 0.7286986224353313, "total_loss": 1.5870595421656617} {"data_time": 0.010152353905141354, "eta_seconds": 82334.45642008167, "iteration": 156339, "loss_fcos_cls": 0.2536814787890762, "loss_fcos_ctr": 0.6195449088700116, "loss_fcos_loc": 0.18994045013096184, "loss_mask": 0.2536260671913624, "loss_maskiou": 0.005045776626502629, "loss_sem_seg": 0.2565524158999324, "lr": 0.01, "mask_rcnn/accuracy": 0.8958980900052329, "mask_rcnn/false_negative": 0.08192674935613284, "mask_rcnn/false_positive": 0.1173852760827975, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 37.25, "time": 0.7359252348542213, "total_loss": 1.6173018099361798} {"data_time": 0.010229485109448433, "eta_seconds": 82319.96869669016, "iteration": 156359, "loss_fcos_cls": 0.2482532795984298, "loss_fcos_ctr": 0.6176726310513914, "loss_fcos_loc": 0.1830900702625513, "loss_mask": 0.24670233484357595, "loss_maskiou": 0.005234736338024959, "loss_sem_seg": 0.25728747760877013, "lr": 0.01, "mask_rcnn/accuracy": 0.8775755015734334, "mask_rcnn/false_negative": 0.10589736570529966, "mask_rcnn/false_positive": 0.1373427249760131, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.712981665506959, "total_loss": 1.5678142390606808} {"data_time": 0.010662502609193325, "eta_seconds": 82316.22359658312, "iteration": 156379, "loss_fcos_cls": 0.23828100133687258, "loss_fcos_ctr": 0.6216178629547358, "loss_fcos_loc": 0.19634933094494045, "loss_mask": 0.2641778690740466, "loss_maskiou": 0.005372037885535974, "loss_sem_seg": 0.23920029844157398, "lr": 0.01, "mask_rcnn/accuracy": 0.8687578697344323, "mask_rcnn/false_negative": 0.09254458819412581, "mask_rcnn/false_positive": 0.161584326941017, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.7356981057673693, "total_loss": 1.5747180618782295} {"data_time": 0.009882739745080471, "eta_seconds": 82279.23007434513, "iteration": 156399, "loss_fcos_cls": 0.24549302482046187, "loss_fcos_ctr": 0.6184693244285882, "loss_fcos_loc": 0.1802507566753775, "loss_mask": 0.25714608281850815, "loss_maskiou": 0.00603401887929067, "loss_sem_seg": 0.24383155396208167, "lr": 0.01, "mask_rcnn/accuracy": 0.8896298217089034, "mask_rcnn/false_negative": 0.08750598667597484, "mask_rcnn/false_positive": 0.1296335321083511, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 40.5, "time": 0.7118949508294463, "total_loss": 1.575080520917254} {"data_time": 0.011091026477515697, "eta_seconds": 82264.74442191701, "iteration": 156419, "loss_fcos_cls": 0.23373844171874225, "loss_fcos_ctr": 0.6187148252502084, "loss_fcos_loc": 0.17852051090449095, "loss_mask": 0.24966325238347054, "loss_maskiou": 0.005435163839138113, "loss_sem_seg": 0.23136483319103718, "lr": 0.01, "mask_rcnn/accuracy": 0.8896839320834717, "mask_rcnn/false_negative": 0.09387956991733985, "mask_rcnn/false_positive": 0.11388303461777327, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.0, "time": 0.7328335344791412, "total_loss": 1.5334418376005488} {"data_time": 0.009888747707009315, "eta_seconds": 82270.31831611879, "iteration": 156439, "loss_fcos_cls": 0.24805770034436136, "loss_fcos_ctr": 0.6210268074646592, "loss_fcos_loc": 0.1924688915896695, "loss_mask": 0.25276819663122296, "loss_maskiou": 0.005721527006244287, "loss_sem_seg": 0.27585030486807227, "lr": 0.01, "mask_rcnn/accuracy": 0.8963410988817359, "mask_rcnn/false_negative": 0.07587427529174887, "mask_rcnn/false_positive": 0.13363772029237247, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7167783509939909, "total_loss": 1.6206141882721568} {"data_time": 0.01013279240578413, "eta_seconds": 82247.53007973265, "iteration": 156459, "loss_fcos_cls": 0.24279417051002383, "loss_fcos_ctr": 0.6191826546564698, "loss_fcos_loc": 0.19375743344426155, "loss_mask": 0.2611297629773617, "loss_maskiou": 0.004845236057008151, "loss_sem_seg": 0.2764748423360288, "lr": 0.01, "mask_rcnn/accuracy": 0.879838840298024, "mask_rcnn/false_negative": 0.09731386172462583, "mask_rcnn/false_positive": 0.12825207250397502, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7256859121844172, "total_loss": 1.611022930832405} {"data_time": 0.010140649043023586, "eta_seconds": 82248.50723244436, "iteration": 156479, "loss_fcos_cls": 0.25803259992972016, "loss_fcos_ctr": 0.6202503927052021, "loss_fcos_loc": 0.195728617021814, "loss_mask": 0.2623116606846452, "loss_maskiou": 0.005621253018034622, "loss_sem_seg": 0.26900986628606915, "lr": 0.01, "mask_rcnn/accuracy": 0.8898151993355481, "mask_rcnn/false_negative": 0.09186402375118369, "mask_rcnn/false_positive": 0.14221928734308337, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.5, "time": 0.7389160227030516, "total_loss": 1.6007416858046781} {"data_time": 0.010526031255722046, "eta_seconds": 82226.8507603649, "iteration": 156499, "loss_fcos_cls": 0.24124321818817407, "loss_fcos_ctr": 0.6181551730260253, "loss_fcos_loc": 0.1895682259928435, "loss_mask": 0.25751041527837515, "loss_maskiou": 0.005961388684227131, "loss_sem_seg": 0.2841009693220258, "lr": 0.01, "mask_rcnn/accuracy": 0.8914252642689, "mask_rcnn/false_negative": 0.07565369645930459, "mask_rcnn/false_positive": 0.12905566970637064, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.0, "time": 0.7221150323748589, "total_loss": 1.5783708890812704} {"data_time": 0.010560617782175541, "eta_seconds": 82184.00564110838, "iteration": 156519, "loss_fcos_cls": 0.24254642985761166, "loss_fcos_ctr": 0.6211584070697427, "loss_fcos_loc": 0.19217406201642007, "loss_mask": 0.25038080383092165, "loss_maskiou": 0.005522308070794679, "loss_sem_seg": 0.2836638273438439, "lr": 0.01, "mask_rcnn/accuracy": 0.8806441326530612, "mask_rcnn/false_negative": 0.1133907155991008, "mask_rcnn/false_positive": 0.12272478576479103, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 34.25, "time": 0.7137448061257601, "total_loss": 1.5971680485090474} {"data_time": 0.010131387040019035, "eta_seconds": 82138.13792818319, "iteration": 156539, "loss_fcos_cls": 0.2436259852256626, "loss_fcos_ctr": 0.6201115092262626, "loss_fcos_loc": 0.1901341280899942, "loss_mask": 0.262827733065933, "loss_maskiou": 0.005339157607522793, "loss_sem_seg": 0.2633913124445826, "lr": 0.01, "mask_rcnn/accuracy": 0.8924452593537415, "mask_rcnn/false_negative": 0.08988890381088309, "mask_rcnn/false_positive": 0.13644175591983437, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.715945964679122, "total_loss": 1.5923595171279885} {"data_time": 0.00951435323804617, "eta_seconds": 82128.87754535582, "iteration": 156559, "loss_fcos_cls": 0.2299377324525267, "loss_fcos_ctr": 0.6200287481769919, "loss_fcos_loc": 0.19728597882203758, "loss_mask": 0.2717689694836736, "loss_maskiou": 0.005237748962827027, "loss_sem_seg": 0.2695365766994655, "lr": 0.01, "mask_rcnn/accuracy": 0.8507478054353055, "mask_rcnn/false_negative": 0.11416934696178097, "mask_rcnn/false_positive": 0.1643229110436413, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.0, "time": 0.7248080130666494, "total_loss": 1.6094124705996364} {"data_time": 0.009235271252691746, "eta_seconds": 82129.72003543284, "iteration": 156579, "loss_fcos_cls": 0.2403847025707364, "loss_fcos_ctr": 0.6179968137294054, "loss_fcos_loc": 0.18224837316665798, "loss_mask": 0.2715190043672919, "loss_maskiou": 0.005573836780968122, "loss_sem_seg": 0.2702422484289855, "lr": 0.01, "mask_rcnn/accuracy": 0.8850861935683365, "mask_rcnn/false_negative": 0.09355536603841053, "mask_rcnn/false_positive": 0.13014646016275352, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.7365780947729945, "total_loss": 1.6072203916264698} {"data_time": 0.009642013348639011, "eta_seconds": 82102.1248588292, "iteration": 156599, "loss_fcos_cls": 0.23311125510372221, "loss_fcos_ctr": 0.6157637420110404, "loss_fcos_loc": 0.18063264363445342, "loss_mask": 0.25209195725619793, "loss_maskiou": 0.00530801424611127, "loss_sem_seg": 0.24995673820376396, "lr": 0.01, "mask_rcnn/accuracy": 0.8792545633928228, "mask_rcnn/false_negative": 0.09320117111750331, "mask_rcnn/false_positive": 0.14171447933062906, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.0, "time": 0.7076999777927995, "total_loss": 1.5528991180981393} {"data_time": 0.010381068103015423, "eta_seconds": 82087.64489395078, "iteration": 156619, "loss_fcos_cls": 0.2328460682183504, "loss_fcos_ctr": 0.616431294940412, "loss_fcos_loc": 0.18550681159831583, "loss_mask": 0.24618882033973932, "loss_maskiou": 0.004970621666871011, "loss_sem_seg": 0.29202635306864977, "lr": 0.01, "mask_rcnn/accuracy": 0.8826718785600365, "mask_rcnn/false_negative": 0.10213053080781612, "mask_rcnn/false_positive": 0.128323377974569, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 23.75, "time": 0.7273185597732663, "total_loss": 1.5933087074954528} {"data_time": 0.009885122068226337, "eta_seconds": 82065.74464949872, "iteration": 156639, "loss_fcos_cls": 0.23699127975851297, "loss_fcos_ctr": 0.6152394870296121, "loss_fcos_loc": 0.19002202642150223, "loss_mask": 0.2562050763517618, "loss_maskiou": 0.004515176871791482, "loss_sem_seg": 0.257544903550297, "lr": 0.01, "mask_rcnn/accuracy": 0.8992774994613231, "mask_rcnn/false_negative": 0.09816845009201955, "mask_rcnn/false_positive": 0.0889080691254994, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7085840869694948, "total_loss": 1.5551878004553146} {"data_time": 0.010162286460399628, "eta_seconds": 81955.9734331742, "iteration": 156659, "loss_fcos_cls": 0.22242220165207982, "loss_fcos_ctr": 0.6149707259610295, "loss_fcos_loc": 0.1766863918164745, "loss_mask": 0.25230290181934834, "loss_maskiou": 0.004790528015291784, "loss_sem_seg": 0.2777733883121982, "lr": 0.01, "mask_rcnn/accuracy": 0.891826664876477, "mask_rcnn/false_negative": 0.09232433676437231, "mask_rcnn/false_positive": 0.12936015607118725, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.5, "time": 0.7007246669381857, "total_loss": 1.5596686583230621} {"data_time": 0.010417258366942406, "eta_seconds": 81973.77932687849, "iteration": 156679, "loss_fcos_cls": 0.24828974693082273, "loss_fcos_ctr": 0.618362027220428, "loss_fcos_loc": 0.1920675520086661, "loss_mask": 0.26344867004081607, "loss_maskiou": 0.005451266290037893, "loss_sem_seg": 0.27887740172445774, "lr": 0.01, "mask_rcnn/accuracy": 0.8973315746753248, "mask_rcnn/false_negative": 0.0957745345744159, "mask_rcnn/false_positive": 0.1178079125994822, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7337247701361775, "total_loss": 1.618899115739623} {"data_time": 0.009824424050748348, "eta_seconds": 81941.30283624586, "iteration": 156699, "loss_fcos_cls": 0.24664153985213488, "loss_fcos_ctr": 0.6196593549102545, "loss_fcos_loc": 0.18575325212441385, "loss_mask": 0.258555063046515, "loss_maskiou": 0.00556420290376991, "loss_sem_seg": 0.25606536120176315, "lr": 0.01, "mask_rcnn/accuracy": 0.9032691201480592, "mask_rcnn/false_negative": 0.09491838007246702, "mask_rcnn/false_positive": 0.12876965116702307, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 26.75, "time": 0.7260012123733759, "total_loss": 1.5435342514101649} {"data_time": 0.009935081005096436, "eta_seconds": 81912.58791155368, "iteration": 156719, "loss_fcos_cls": 0.2282433770596981, "loss_fcos_ctr": 0.6187271596863866, "loss_fcos_loc": 0.18548459373414516, "loss_mask": 0.2591739548370242, "loss_maskiou": 0.005001962188543985, "loss_sem_seg": 0.27218494191765785, "lr": 0.01, "mask_rcnn/accuracy": 0.9065175328606019, "mask_rcnn/false_negative": 0.08008246496203311, "mask_rcnn/false_positive": 0.11227750166919209, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 30.0, "time": 0.7252035140991211, "total_loss": 1.568212073558243} {"data_time": 0.009301564656198025, "eta_seconds": 81898.12607101351, "iteration": 156739, "loss_fcos_cls": 0.244183917529881, "loss_fcos_ctr": 0.618439476005733, "loss_fcos_loc": 0.19236452784389257, "loss_mask": 0.26152821024879813, "loss_maskiou": 0.005541015256312676, "loss_sem_seg": 0.3159887809306383, "lr": 0.01, "mask_rcnn/accuracy": 0.8869421321160043, "mask_rcnn/false_negative": 0.08843309839740626, "mask_rcnn/false_positive": 0.14401026316273235, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.75, "time": 0.7242146683856845, "total_loss": 1.6547315051429905} {"data_time": 0.009990572929382324, "eta_seconds": 81871.86946432572, "iteration": 156759, "loss_fcos_cls": 0.24480985826812685, "loss_fcos_ctr": 0.6175498571246862, "loss_fcos_loc": 0.1875709779560566, "loss_mask": 0.2540298765525222, "loss_maskiou": 0.005577575790084666, "loss_sem_seg": 0.2424421904142946, "lr": 0.01, "mask_rcnn/accuracy": 0.8926470090132489, "mask_rcnn/false_negative": 0.08545402523963719, "mask_rcnn/false_positive": 0.15296751205891287, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7167753325775266, "total_loss": 1.5729794075814425} {"data_time": 0.010214895941317081, "eta_seconds": 81848.20475634094, "iteration": 156779, "loss_fcos_cls": 0.2365033752284944, "loss_fcos_ctr": 0.6168814217671752, "loss_fcos_loc": 0.1771009871736169, "loss_mask": 0.24991415161639452, "loss_maskiou": 0.005006902221794007, "loss_sem_seg": 0.2468009529984556, "lr": 0.01, "mask_rcnn/accuracy": 0.8914332141719563, "mask_rcnn/false_negative": 0.08472997173782854, "mask_rcnn/false_positive": 0.12351088794837373, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.25, "time": 0.717041683383286, "total_loss": 1.5283756049029762} {"data_time": 0.010239582508802414, "eta_seconds": 81819.44128324185, "iteration": 156799, "loss_fcos_cls": 0.2491245346609503, "loss_fcos_ctr": 0.6170250792056322, "loss_fcos_loc": 0.1908842083066702, "loss_mask": 0.26732181292027235, "loss_maskiou": 0.005629238123219693, "loss_sem_seg": 0.2633881572401151, "lr": 0.01, "mask_rcnn/accuracy": 0.8984289786589741, "mask_rcnn/false_negative": 0.0905958747536388, "mask_rcnn/false_positive": 0.12420076027224315, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.0, "time": 0.7323108622804284, "total_loss": 1.595558337679904} {"data_time": 0.010651403106749058, "eta_seconds": 81804.98567926604, "iteration": 156819, "loss_fcos_cls": 0.24054434872232378, "loss_fcos_ctr": 0.6208103620447218, "loss_fcos_loc": 0.19136619963683188, "loss_mask": 0.2604995667934418, "loss_maskiou": 0.004966273787431419, "loss_sem_seg": 0.25952282641083, "lr": 0.01, "mask_rcnn/accuracy": 0.8958571894196246, "mask_rcnn/false_negative": 0.10786419409850487, "mask_rcnn/false_positive": 0.10788086528629069, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7391495397314429, "total_loss": 1.6019957723183325} {"data_time": 0.009806429967284203, "eta_seconds": 81842.69803603273, "iteration": 156839, "loss_fcos_cls": 0.2406920959474519, "loss_fcos_ctr": 0.6175480531528592, "loss_fcos_loc": 0.1821546439314261, "loss_mask": 0.2636712430976331, "loss_maskiou": 0.005407360418757889, "loss_sem_seg": 0.24887193134054542, "lr": 0.01, "mask_rcnn/accuracy": 0.8549046585536005, "mask_rcnn/false_negative": 0.11729681122944999, "mask_rcnn/false_positive": 0.1776449447093409, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 23.5, "time": 0.7279414823278785, "total_loss": 1.5984379069850547} {"data_time": 0.009039420634508133, "eta_seconds": 81843.57150768489, "iteration": 156859, "loss_fcos_cls": 0.25438687845598906, "loss_fcos_ctr": 0.6206178655847907, "loss_fcos_loc": 0.19006342766806483, "loss_mask": 0.2665847856551409, "loss_maskiou": 0.005666187556926161, "loss_sem_seg": 0.23763622087426484, "lr": 0.01, "mask_rcnn/accuracy": 0.8908139800864165, "mask_rcnn/false_negative": 0.08695870511019974, "mask_rcnn/false_positive": 0.13620682587317537, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.7350530056282878, "total_loss": 1.5697091765687219} {"data_time": 0.010213046334683895, "eta_seconds": 81873.4395244047, "iteration": 156879, "loss_fcos_cls": 0.23887426068540663, "loss_fcos_ctr": 0.6174406167119741, "loss_fcos_loc": 0.18378035514615476, "loss_mask": 0.24624650133773685, "loss_maskiou": 0.0055109690729295835, "loss_sem_seg": 0.29909723927266896, "lr": 0.01, "mask_rcnn/accuracy": 0.8920894746787604, "mask_rcnn/false_negative": 0.07634686480999994, "mask_rcnn/false_positive": 0.1124487355790138, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 22.75, "time": 0.7332931002601981, "total_loss": 1.5951344766981492} {"data_time": 0.009638272225856781, "eta_seconds": 81877.52212491911, "iteration": 156899, "loss_fcos_cls": 0.24619998061098158, "loss_fcos_ctr": 0.6196143506094813, "loss_fcos_loc": 0.18603766872547567, "loss_mask": 0.2616521464660764, "loss_maskiou": 0.005390345941123087, "loss_sem_seg": 0.2912539183162153, "lr": 0.01, "mask_rcnn/accuracy": 0.8773536200194363, "mask_rcnn/false_negative": 0.09651382172637157, "mask_rcnn/false_positive": 0.1614878712743631, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.5, "time": 0.7297555115073919, "total_loss": 1.583157497443608} {"data_time": 0.009651202708482742, "eta_seconds": 81852.51019002311, "iteration": 156919, "loss_fcos_cls": 0.24096532142721117, "loss_fcos_ctr": 0.6179144885390997, "loss_fcos_loc": 0.18760847230441868, "loss_mask": 0.2722155852243304, "loss_maskiou": 0.00509130944556091, "loss_sem_seg": 0.2859967015683651, "lr": 0.01, "mask_rcnn/accuracy": 0.8950773511158849, "mask_rcnn/false_negative": 0.08004476973690601, "mask_rcnn/false_positive": 0.1327971879041473, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7243327256292105, "total_loss": 1.603406459427788} {"data_time": 0.010873019695281982, "eta_seconds": 81799.08420478273, "iteration": 156939, "loss_fcos_cls": 0.23087781271897256, "loss_fcos_ctr": 0.6177534097805619, "loss_fcos_loc": 0.18935937352944165, "loss_mask": 0.2661362513899803, "loss_maskiou": 0.005231128670857288, "loss_sem_seg": 0.22125642001628876, "lr": 0.01, "mask_rcnn/accuracy": 0.8696788482003398, "mask_rcnn/false_negative": 0.09541985218578347, "mask_rcnn/false_positive": 0.1486254004920613, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.25, "time": 0.7175641898065805, "total_loss": 1.558778935148439} {"data_time": 0.01023938786238432, "eta_seconds": 81849.56860256754, "iteration": 156959, "loss_fcos_cls": 0.24162995582446456, "loss_fcos_ctr": 0.6185656534507871, "loss_fcos_loc": 0.18777312349993736, "loss_mask": 0.2615551706403494, "loss_maskiou": 0.005727507075789617, "loss_sem_seg": 0.27015965711325407, "lr": 0.01, "mask_rcnn/accuracy": 0.9021017284464806, "mask_rcnn/false_negative": 0.09258951334875568, "mask_rcnn/false_positive": 0.11848425222599801, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.0, "time": 0.7556161042302847, "total_loss": 1.607083871080249} {"data_time": 0.01001716684550047, "eta_seconds": 81827.0055261394, "iteration": 156979, "loss_fcos_cls": 0.22500120545737445, "loss_fcos_ctr": 0.6163779231719673, "loss_fcos_loc": 0.19313196442089975, "loss_mask": 0.25703612761572003, "loss_maskiou": 0.005502405387233011, "loss_sem_seg": 0.28271801164373755, "lr": 0.01, "mask_rcnn/accuracy": 0.9015392527978934, "mask_rcnn/false_negative": 0.0841287222489331, "mask_rcnn/false_positive": 0.10054070795500492, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.75, "time": 0.7103538047522306, "total_loss": 1.597727755386586} {"data_time": 0.010948468931019306, "eta_seconds": 81810.32687919494, "iteration": 156999, "loss_fcos_cls": 0.24148641317151487, "loss_fcos_ctr": 0.6189135368913412, "loss_fcos_loc": 0.19092778745107353, "loss_mask": 0.2546608983539045, "loss_maskiou": 0.005409846911788918, "loss_sem_seg": 0.25022198585793376, "lr": 0.01, "mask_rcnn/accuracy": 0.9049555933484505, "mask_rcnn/false_negative": 0.06909501570971682, "mask_rcnn/false_positive": 0.152224124563331, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.25, "time": 0.7353227101266384, "total_loss": 1.5672692558728158} {"data_time": 0.00881083495914936, "eta_seconds": 81823.85480953287, "iteration": 157019, "loss_fcos_cls": 0.23919294774532318, "loss_fcos_ctr": 0.6175959352403879, "loss_fcos_loc": 0.18445581197738647, "loss_mask": 0.26091848220676184, "loss_maskiou": 0.005180600801395485, "loss_sem_seg": 0.24682643951382488, "lr": 0.01, "mask_rcnn/accuracy": 0.8763902386351365, "mask_rcnn/false_negative": 0.11586855268367868, "mask_rcnn/false_positive": 0.1380661665162991, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.0, "time": 0.7407850194722414, "total_loss": 1.5768365719995927} {"data_time": 0.01051466353237629, "eta_seconds": 81842.7746891249, "iteration": 157039, "loss_fcos_cls": 0.22990041715092957, "loss_fcos_ctr": 0.6166617218405008, "loss_fcos_loc": 0.18195150047540665, "loss_mask": 0.2626624973490834, "loss_maskiou": 0.005544532250496559, "loss_sem_seg": 0.23094397317618132, "lr": 0.01, "mask_rcnn/accuracy": 0.913295590026076, "mask_rcnn/false_negative": 0.08326773066251314, "mask_rcnn/false_positive": 0.0883606884877543, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.75, "time": 0.7252362472936511, "total_loss": 1.5138158003610442} {"data_time": 0.00944106187671423, "eta_seconds": 81837.81248452887, "iteration": 157059, "loss_fcos_cls": 0.23212026804685593, "loss_fcos_ctr": 0.6167129259556532, "loss_fcos_loc": 0.18765251128934324, "loss_mask": 0.25371551141142845, "loss_maskiou": 0.005632811618852429, "loss_sem_seg": 0.2601453063543886, "lr": 0.01, "mask_rcnn/accuracy": 0.8876154033041788, "mask_rcnn/false_negative": 0.08797982171713184, "mask_rcnn/false_positive": 0.14568649791226526, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.75, "time": 0.7223204607143998, "total_loss": 1.5708344432787271} {"data_time": 0.011074971407651901, "eta_seconds": 81873.64958274923, "iteration": 157079, "loss_fcos_cls": 0.25049664080142975, "loss_fcos_ctr": 0.6179404323920608, "loss_fcos_loc": 0.1872639436624013, "loss_mask": 0.27075009141117334, "loss_maskiou": 0.005850780609762296, "loss_sem_seg": 0.262473258189857, "lr": 0.01, "mask_rcnn/accuracy": 0.8991598832515463, "mask_rcnn/false_negative": 0.08017383162739991, "mask_rcnn/false_positive": 0.12357070857720659, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.75, "time": 0.7264721458777785, "total_loss": 1.5998354117764393} {"data_time": 0.010721618309617043, "eta_seconds": 81870.30139707681, "iteration": 157099, "loss_fcos_cls": 0.23615302052348852, "loss_fcos_ctr": 0.6185058616101742, "loss_fcos_loc": 0.1806454157922417, "loss_mask": 0.2470963061787188, "loss_maskiou": 0.005389922069298336, "loss_sem_seg": 0.2617113087326288, "lr": 0.01, "mask_rcnn/accuracy": 0.9035539412615441, "mask_rcnn/false_negative": 0.08521067247545863, "mask_rcnn/false_positive": 0.1175112230877782, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.75, "time": 0.7152221854776144, "total_loss": 1.5416668939360534} {"data_time": 0.009653761051595211, "eta_seconds": 81841.36810180172, "iteration": 157119, "loss_fcos_cls": 0.2373412516899407, "loss_fcos_ctr": 0.6208186922594905, "loss_fcos_loc": 0.19010946003254503, "loss_mask": 0.2644879808649421, "loss_maskiou": 0.005897304276004434, "loss_sem_seg": 0.2577985832467675, "lr": 0.01, "mask_rcnn/accuracy": 0.8724216972895908, "mask_rcnn/false_negative": 0.11371654395943519, "mask_rcnn/false_positive": 0.12661634099921332, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.0, "time": 0.7119836416095495, "total_loss": 1.5837477310560644} {"data_time": 0.010655100457370281, "eta_seconds": 81827.98716008198, "iteration": 157139, "loss_fcos_cls": 0.25963399978354573, "loss_fcos_ctr": 0.6209151241928339, "loss_fcos_loc": 0.19299925304949284, "loss_mask": 0.2581345262005925, "loss_maskiou": 0.005199656923650764, "loss_sem_seg": 0.29004717990756035, "lr": 0.01, "mask_rcnn/accuracy": 0.8797058354591837, "mask_rcnn/false_negative": 0.08343039049872555, "mask_rcnn/false_positive": 0.1422572672136132, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.25, "time": 0.7274538623169065, "total_loss": 1.6225758220170974} {"data_time": 0.010619393549859524, "eta_seconds": 81812.36716520414, "iteration": 157159, "loss_fcos_cls": 0.24312047264538705, "loss_fcos_ctr": 0.6199305052869022, "loss_fcos_loc": 0.19034766394179314, "loss_mask": 0.2578644547611475, "loss_maskiou": 0.005429161763458978, "loss_sem_seg": 0.26548663433641195, "lr": 0.01, "mask_rcnn/accuracy": 0.895662109753306, "mask_rcnn/false_negative": 0.07542418200469526, "mask_rcnn/false_positive": 0.14305941539924016, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.731613109819591, "total_loss": 1.6124589389000903} {"data_time": 0.010582435876131058, "eta_seconds": 81781.24839168414, "iteration": 157179, "loss_fcos_cls": 0.24607059045229107, "loss_fcos_ctr": 0.6199133833870292, "loss_fcos_loc": 0.19061305187642574, "loss_mask": 0.27607502043247223, "loss_maskiou": 0.0053901068240520544, "loss_sem_seg": 0.2873093441594392, "lr": 0.01, "mask_rcnn/accuracy": 0.8803453073006167, "mask_rcnn/false_negative": 0.09042298703039427, "mask_rcnn/false_positive": 0.14227538110199345, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7203175397589803, "total_loss": 1.6217113632446853} {"data_time": 0.010927081108093262, "eta_seconds": 81783.36622860655, "iteration": 157199, "loss_fcos_cls": 0.23477838723920286, "loss_fcos_ctr": 0.6164189437404275, "loss_fcos_loc": 0.178050359711051, "loss_mask": 0.24553696624934673, "loss_maskiou": 0.004406300460686907, "loss_sem_seg": 0.23492650780826807, "lr": 0.01, "mask_rcnn/accuracy": 0.8773737511779605, "mask_rcnn/false_negative": 0.10175510029154076, "mask_rcnn/false_positive": 0.1449096228629887, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.5, "time": 0.7350660031661391, "total_loss": 1.5127032018790487} {"data_time": 0.010427956469357014, "eta_seconds": 81783.10237583239, "iteration": 157219, "loss_fcos_cls": 0.24921581568196416, "loss_fcos_ctr": 0.6175768375396729, "loss_fcos_loc": 0.18552777473814785, "loss_mask": 0.2675514044240117, "loss_maskiou": 0.005296538227412384, "loss_sem_seg": 0.26660396018996835, "lr": 0.01, "mask_rcnn/accuracy": 0.8789183855360326, "mask_rcnn/false_negative": 0.09039563684933961, "mask_rcnn/false_positive": 0.12327315728150225, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.5, "time": 0.7319980021566153, "total_loss": 1.5972109873400768} {"data_time": 0.01017315499484539, "eta_seconds": 81978.57409308013, "iteration": 157239, "loss_fcos_cls": 0.254519977606833, "loss_fcos_ctr": 0.62093710526824, "loss_fcos_loc": 0.19706541835330427, "loss_mask": 0.27722207829356194, "loss_maskiou": 0.005497056394233368, "loss_sem_seg": 0.27288999827578664, "lr": 0.01, "mask_rcnn/accuracy": 0.8703287358899603, "mask_rcnn/false_negative": 0.10314484958478384, "mask_rcnn/false_positive": 0.14106509936606154, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7393799731507897, "total_loss": 1.6096562234961311} {"data_time": 0.010304142720997334, "eta_seconds": 81964.03385769855, "iteration": 157259, "loss_fcos_cls": 0.2402050617383793, "loss_fcos_ctr": 0.618429190479219, "loss_fcos_loc": 0.18719661748036742, "loss_mask": 0.26591017190366983, "loss_maskiou": 0.005158961947017815, "loss_sem_seg": 0.23526342632248998, "lr": 0.01, "mask_rcnn/accuracy": 0.9014947399983353, "mask_rcnn/false_negative": 0.07954113500474636, "mask_rcnn/false_positive": 0.12508437013761378, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.5, "time": 0.7201537033542991, "total_loss": 1.5861173305602279} {"data_time": 0.009654108434915543, "eta_seconds": 81808.21227053646, "iteration": 157279, "loss_fcos_cls": 0.23843871522694826, "loss_fcos_ctr": 0.6179622130002826, "loss_fcos_loc": 0.18178838840685785, "loss_mask": 0.25718424981459975, "loss_maskiou": 0.004297155723179458, "loss_sem_seg": 0.2447802929673344, "lr": 0.01, "mask_rcnn/accuracy": 0.8902294691915227, "mask_rcnn/false_negative": 0.09391697974452662, "mask_rcnn/false_positive": 0.12867711829391534, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.25, "time": 0.726536164060235, "total_loss": 1.557635028671939} {"data_time": 0.0096012894064188, "eta_seconds": 81902.17396620847, "iteration": 157299, "loss_fcos_cls": 0.2399120614863932, "loss_fcos_ctr": 0.617150423116982, "loss_fcos_loc": 0.1837999364361167, "loss_mask": 0.25435286574065685, "loss_maskiou": 0.005918633520195726, "loss_sem_seg": 0.2641708543524146, "lr": 0.01, "mask_rcnn/accuracy": 0.8760168989844741, "mask_rcnn/false_negative": 0.09399792885687713, "mask_rcnn/false_positive": 0.13333777697150942, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.0, "time": 0.7304007485508919, "total_loss": 1.579123773279207} {"data_time": 0.010091587901115417, "eta_seconds": 81728.86364763603, "iteration": 157319, "loss_fcos_cls": 0.2403033934533596, "loss_fcos_ctr": 0.6195582989603281, "loss_fcos_loc": 0.2020038168411702, "loss_mask": 0.27756857220083475, "loss_maskiou": 0.005536557582672685, "loss_sem_seg": 0.26621893467381597, "lr": 0.01, "mask_rcnn/accuracy": 0.8727285751257025, "mask_rcnn/false_negative": 0.1109560949950038, "mask_rcnn/false_positive": 0.1672592429781896, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 41.75, "time": 0.7394502703100443, "total_loss": 1.5899556995354942} {"data_time": 0.00976030994206667, "eta_seconds": 81789.23591778334, "iteration": 157339, "loss_fcos_cls": 0.24571798648685217, "loss_fcos_ctr": 0.6189482919871807, "loss_fcos_loc": 0.1845945466775447, "loss_mask": 0.2533346926793456, "loss_maskiou": 0.00517969506472582, "loss_sem_seg": 0.2571109647396952, "lr": 0.01, "mask_rcnn/accuracy": 0.8899831036310628, "mask_rcnn/false_negative": 0.10892762767302147, "mask_rcnn/false_positive": 0.11974314199553251, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7399530438706279, "total_loss": 1.581441454560263} {"data_time": 0.00959846843034029, "eta_seconds": 81681.5814252058, "iteration": 157359, "loss_fcos_cls": 0.24230417294893414, "loss_fcos_ctr": 0.6222037691622972, "loss_fcos_loc": 0.20449106488376856, "loss_mask": 0.27168026147410274, "loss_maskiou": 0.005029442727391142, "loss_sem_seg": 0.25535581656731665, "lr": 0.01, "mask_rcnn/accuracy": 0.8822138369939996, "mask_rcnn/false_negative": 0.07811510696395138, "mask_rcnn/false_positive": 0.13521948251699145, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.5, "time": 0.7019363641738892, "total_loss": 1.6081850493101228} {"data_time": 0.01094276923686266, "eta_seconds": 81653.97915981244, "iteration": 157379, "loss_fcos_cls": 0.23791287560015917, "loss_fcos_ctr": 0.6185174779966474, "loss_fcos_loc": 0.19199505145661533, "loss_mask": 0.2572757136076689, "loss_maskiou": 0.004923227388644591, "loss_sem_seg": 0.2338562491349876, "lr": 0.01, "mask_rcnn/accuracy": 0.8974180988184748, "mask_rcnn/false_negative": 0.07835419289410195, "mask_rcnn/false_positive": 0.12405623549092736, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.75, "time": 0.7229665713384748, "total_loss": 1.5553899612859823} {"data_time": 0.009850767441093922, "eta_seconds": 81638.36154561862, "iteration": 157399, "loss_fcos_cls": 0.23693608422763646, "loss_fcos_ctr": 0.6177724581211805, "loss_fcos_loc": 0.18127118330448866, "loss_mask": 0.26701950281858444, "loss_maskiou": 0.005193562414206099, "loss_sem_seg": 0.2721740985289216, "lr": 0.01, "mask_rcnn/accuracy": 0.8821971222699607, "mask_rcnn/false_negative": 0.08968967241156595, "mask_rcnn/false_positive": 0.1254285613462994, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7191913640126586, "total_loss": 1.5547141556744464} {"data_time": 0.00945515651255846, "eta_seconds": 81593.57852364331, "iteration": 157419, "loss_fcos_cls": 0.2347069145180285, "loss_fcos_ctr": 0.6178436642512679, "loss_fcos_loc": 0.18465203023515642, "loss_mask": 0.24659219151362777, "loss_maskiou": 0.005439159296656726, "loss_sem_seg": 0.2320984333055094, "lr": 0.01, "mask_rcnn/accuracy": 0.8834931577856107, "mask_rcnn/false_negative": 0.0933218449378563, "mask_rcnn/false_positive": 0.13237009942338251, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.711900819092989, "total_loss": 1.5332834329892648} {"data_time": 0.010416217148303986, "eta_seconds": 81522.52271361649, "iteration": 157439, "loss_fcos_cls": 0.24342135270126164, "loss_fcos_ctr": 0.6193585963919759, "loss_fcos_loc": 0.1861335646826774, "loss_mask": 0.2633162452839315, "loss_maskiou": 0.005073478580015944, "loss_sem_seg": 0.28409274644218385, "lr": 0.01, "mask_rcnn/accuracy": 0.8872969223467562, "mask_rcnn/false_negative": 0.08584615221141387, "mask_rcnn/false_positive": 0.14188795465459697, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.5, "time": 0.7150021139532328, "total_loss": 1.6296694451521034} {"data_time": 0.00925112422555685, "eta_seconds": 81487.53372759931, "iteration": 157459, "loss_fcos_cls": 0.24226416239980608, "loss_fcos_ctr": 0.6177718625403941, "loss_fcos_loc": 0.183535918709822, "loss_mask": 0.2541710468940437, "loss_maskiou": 0.005139160042745061, "loss_sem_seg": 0.30437385849654675, "lr": 0.01, "mask_rcnn/accuracy": 0.886002119101609, "mask_rcnn/false_negative": 0.10021649250062786, "mask_rcnn/false_positive": 0.13898533926998058, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7137650055810809, "total_loss": 1.6376876418216852} {"data_time": 0.009169039316475391, "eta_seconds": 81424.69250822067, "iteration": 157479, "loss_fcos_cls": 0.24433482252061367, "loss_fcos_ctr": 0.6178250545635819, "loss_fcos_loc": 0.18314364732941613, "loss_mask": 0.25285346899181604, "loss_maskiou": 0.005122535025293473, "loss_sem_seg": 0.25663361814804375, "lr": 0.01, "mask_rcnn/accuracy": 0.8819819729464404, "mask_rcnn/false_negative": 0.10155523989200602, "mask_rcnn/false_positive": 0.13488357785734095, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.75, "time": 0.7178270239382982, "total_loss": 1.572366939870335} {"data_time": 0.011208784766495228, "eta_seconds": 81420.38715261687, "iteration": 157499, "loss_fcos_cls": 0.23367443139431998, "loss_fcos_ctr": 0.618101199157536, "loss_fcos_loc": 0.18577722506597638, "loss_mask": 0.261573669500649, "loss_maskiou": 0.004694870520324912, "loss_sem_seg": 0.22853372222743928, "lr": 0.01, "mask_rcnn/accuracy": 0.8723244655004859, "mask_rcnn/false_negative": 0.09351541461069077, "mask_rcnn/false_positive": 0.180608702995559, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.5, "time": 0.7191989794373512, "total_loss": 1.5341836311272345} {"data_time": 0.010052296333014965, "eta_seconds": 81415.07891356852, "iteration": 157519, "loss_fcos_cls": 0.23699746327474713, "loss_fcos_ctr": 0.6208370672538877, "loss_fcos_loc": 0.19050299609079957, "loss_mask": 0.2611395437270403, "loss_maskiou": 0.0052706935530295596, "loss_sem_seg": 0.2560136851388961, "lr": 0.01, "mask_rcnn/accuracy": 0.890129513343799, "mask_rcnn/false_negative": 0.08455674930031132, "mask_rcnn/false_positive": 0.1324587926455967, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.25, "time": 0.7267086720094085, "total_loss": 1.5559307890798664} {"data_time": 0.009576388634741306, "eta_seconds": 81393.07100555766, "iteration": 157539, "loss_fcos_cls": 0.24196704127825797, "loss_fcos_ctr": 0.6192257050424814, "loss_fcos_loc": 0.18943594954907894, "loss_mask": 0.2501743985339999, "loss_maskiou": 0.004973970164428465, "loss_sem_seg": 0.28683969704434276, "lr": 0.01, "mask_rcnn/accuracy": 0.8731017928004535, "mask_rcnn/false_negative": 0.09858083808425636, "mask_rcnn/false_positive": 0.1313149433827479, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.75, "time": 0.7123122857883573, "total_loss": 1.5946203686544322} {"data_time": 0.009918083436787128, "eta_seconds": 81394.17691059038, "iteration": 157559, "loss_fcos_cls": 0.24441214557737112, "loss_fcos_ctr": 0.6189952315762639, "loss_fcos_loc": 0.1891521483194083, "loss_mask": 0.26219078712165356, "loss_maskiou": 0.005728457355871797, "loss_sem_seg": 0.2761232256889343, "lr": 0.01, "mask_rcnn/accuracy": 0.8983251187344108, "mask_rcnn/false_negative": 0.08749410182865677, "mask_rcnn/false_positive": 0.1083301320176336, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.7297463770955801, "total_loss": 1.6064187179217697} {"data_time": 0.011197954416275024, "eta_seconds": 81364.12121104915, "iteration": 157579, "loss_fcos_cls": 0.2449972340837121, "loss_fcos_ctr": 0.6157128624618053, "loss_fcos_loc": 0.18880841182544827, "loss_mask": 0.26013378519564867, "loss_maskiou": 0.005476583384734113, "loss_sem_seg": 0.2920519196195528, "lr": 0.01, "mask_rcnn/accuracy": 0.9001182997470834, "mask_rcnn/false_negative": 0.06696242825990094, "mask_rcnn/false_positive": 0.13394612505793785, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.75, "time": 0.7218792960047722, "total_loss": 1.589050903559837} {"data_time": 0.010802852921187878, "eta_seconds": 81365.22157333419, "iteration": 157599, "loss_fcos_cls": 0.23839566763490438, "loss_fcos_ctr": 0.6170997191220522, "loss_fcos_loc": 0.18390347040258348, "loss_mask": 0.25604184227995574, "loss_maskiou": 0.005553265214985004, "loss_sem_seg": 0.2796019772067666, "lr": 0.01, "mask_rcnn/accuracy": 0.8915079448201568, "mask_rcnn/false_negative": 0.07890958668378506, "mask_rcnn/false_positive": 0.15294580910606326, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7264528460800648, "total_loss": 1.5908698422717862} {"data_time": 0.010407746769487858, "eta_seconds": 81323.38291311264, "iteration": 157619, "loss_fcos_cls": 0.2411621626233682, "loss_fcos_ctr": 0.6207408905029297, "loss_fcos_loc": 0.19823833461850882, "loss_mask": 0.2570225326344371, "loss_maskiou": 0.005080948292743415, "loss_sem_seg": 0.2945920214988291, "lr": 0.01, "mask_rcnn/accuracy": 0.8952199061442758, "mask_rcnn/false_negative": 0.08698387000037724, "mask_rcnn/false_positive": 0.1139581413152081, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.25, "time": 0.7108813347294927, "total_loss": 1.615145672687504} {"data_time": 0.009586410596966743, "eta_seconds": 81320.69651928637, "iteration": 157639, "loss_fcos_cls": 0.23637562314979732, "loss_fcos_ctr": 0.6176702892407775, "loss_fcos_loc": 0.18728091404773295, "loss_mask": 0.25068632140755653, "loss_maskiou": 0.0048982123989844695, "loss_sem_seg": 0.26515783043578267, "lr": 0.01, "mask_rcnn/accuracy": 0.8957459898396769, "mask_rcnn/false_negative": 0.09751950296337933, "mask_rcnn/false_positive": 0.10683065385556664, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7192722335457802, "total_loss": 1.5327728464180836} {"data_time": 0.009513098746538162, "eta_seconds": 81421.01423006784, "iteration": 157659, "loss_fcos_cls": 0.24649636028334498, "loss_fcos_ctr": 0.6250431430526078, "loss_fcos_loc": 0.20481586491223425, "loss_mask": 0.2647263631224632, "loss_maskiou": 0.0057056460882449755, "loss_sem_seg": 0.2625633394345641, "lr": 0.01, "mask_rcnn/accuracy": 0.8727788529204785, "mask_rcnn/false_negative": 0.10192522760457512, "mask_rcnn/false_positive": 0.15535404809645498, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.7351911412551999, "total_loss": 1.6088324154425209} {"data_time": 0.009700953029096127, "eta_seconds": 81343.7458596183, "iteration": 157679, "loss_fcos_cls": 0.23669029283337295, "loss_fcos_ctr": 0.6200827343855053, "loss_fcos_loc": 0.18829146237112582, "loss_mask": 0.2603639578446746, "loss_maskiou": 0.0053372227848740295, "loss_sem_seg": 0.258292626356706, "lr": 0.01, "mask_rcnn/accuracy": 0.897420634920635, "mask_rcnn/false_negative": 0.09491792904194409, "mask_rcnn/false_positive": 0.1273735316208616, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7085016313940287, "total_loss": 1.6012698727863608} {"data_time": 0.010263275355100632, "eta_seconds": 81342.45919771865, "iteration": 157699, "loss_fcos_cls": 0.2472175876609981, "loss_fcos_ctr": 0.6186676993966103, "loss_fcos_loc": 0.19385690707713366, "loss_mask": 0.26940132305026054, "loss_maskiou": 0.005676090659108013, "loss_sem_seg": 0.25920927710831165, "lr": 0.01, "mask_rcnn/accuracy": 0.8805766069792136, "mask_rcnn/false_negative": 0.09236338175438383, "mask_rcnn/false_positive": 0.1292342134698229, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.0, "time": 0.7391487555578351, "total_loss": 1.6063413452211535} {"data_time": 0.010205931030213833, "eta_seconds": 81270.31654674467, "iteration": 157719, "loss_fcos_cls": 0.24969734362093732, "loss_fcos_ctr": 0.6217439705505967, "loss_fcos_loc": 0.19738102424889803, "loss_mask": 0.25647206511348486, "loss_maskiou": 0.0048780422839627136, "loss_sem_seg": 0.26630459912121296, "lr": 0.01, "mask_rcnn/accuracy": 0.8891758339386271, "mask_rcnn/false_negative": 0.08502651458379443, "mask_rcnn/false_positive": 0.14862857436009475, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 38.5, "time": 0.7184997405856848, "total_loss": 1.6057729717431357} {"data_time": 0.00950422789901495, "eta_seconds": 81229.0262719905, "iteration": 157739, "loss_fcos_cls": 0.23914066050201654, "loss_fcos_ctr": 0.6185876373201609, "loss_fcos_loc": 0.1863470709649846, "loss_mask": 0.2640993520617485, "loss_maskiou": 0.005212126492551761, "loss_sem_seg": 0.2944130003452301, "lr": 0.01, "mask_rcnn/accuracy": 0.8929255753304666, "mask_rcnn/false_negative": 0.09214749767287822, "mask_rcnn/false_positive": 0.13309659720230477, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.5, "time": 0.7090375749394298, "total_loss": 1.6244967482052743} {"data_time": 0.009361186996102333, "eta_seconds": 81222.07331800461, "iteration": 157759, "loss_fcos_cls": 0.23456209478899837, "loss_fcos_ctr": 0.6194105399772525, "loss_fcos_loc": 0.19503814808558673, "loss_mask": 0.257390258833766, "loss_maskiou": 0.005518029603990726, "loss_sem_seg": 0.2618536576628685, "lr": 0.01, "mask_rcnn/accuracy": 0.880163409703504, "mask_rcnn/false_negative": 0.08993986808957422, "mask_rcnn/false_positive": 0.1384298671413947, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.5, "time": 0.7260480653494596, "total_loss": 1.56983685844898} {"data_time": 0.010034527629613876, "eta_seconds": 81222.58280255646, "iteration": 157779, "loss_fcos_cls": 0.24383923737332225, "loss_fcos_ctr": 0.6190708074718714, "loss_fcos_loc": 0.18638493143953383, "loss_mask": 0.2549791815690696, "loss_maskiou": 0.005270625231787562, "loss_sem_seg": 0.2864924822933972, "lr": 0.01, "mask_rcnn/accuracy": 0.886302199451209, "mask_rcnn/false_negative": 0.09667395743798837, "mask_rcnn/false_positive": 0.1262311450369299, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 34.5, "time": 0.7274835174903274, "total_loss": 1.5865506735717645} {"data_time": 0.009784826077520847, "eta_seconds": 81220.44488705322, "iteration": 157799, "loss_fcos_cls": 0.233871104195714, "loss_fcos_ctr": 0.6164334444329143, "loss_fcos_loc": 0.18244241131469607, "loss_mask": 0.25067219557240605, "loss_maskiou": 0.005154091920303472, "loss_sem_seg": 0.24038434028625488, "lr": 0.01, "mask_rcnn/accuracy": 0.8943592111996774, "mask_rcnn/false_negative": 0.09084149576053527, "mask_rcnn/false_positive": 0.10387757385146928, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.7368964897468686, "total_loss": 1.5320452820160426} {"data_time": 0.01094586867839098, "eta_seconds": 81151.44218807016, "iteration": 157819, "loss_fcos_cls": 0.23961610137484968, "loss_fcos_ctr": 0.6191869182512164, "loss_fcos_loc": 0.1875071763060987, "loss_mask": 0.2576590655371547, "loss_maskiou": 0.005435974104329944, "loss_sem_seg": 0.2601595362648368, "lr": 0.01, "mask_rcnn/accuracy": 0.9055232189746241, "mask_rcnn/false_negative": 0.0768826005584263, "mask_rcnn/false_positive": 0.12767229899749039, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.0, "time": 0.7082986235618591, "total_loss": 1.5959666977578308} {"data_time": 0.00995818991214037, "eta_seconds": 81152.8687893888, "iteration": 157839, "loss_fcos_cls": 0.2448027870268561, "loss_fcos_ctr": 0.6217550206929445, "loss_fcos_loc": 0.20465588330989704, "loss_mask": 0.27035821601748466, "loss_maskiou": 0.005356726120226085, "loss_sem_seg": 0.2663243915885687, "lr": 0.01, "mask_rcnn/accuracy": 0.8900250154321715, "mask_rcnn/false_negative": 0.08734583926654885, "mask_rcnn/false_positive": 0.12961542228004724, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7418311256915331, "total_loss": 1.6478610425328952} {"data_time": 0.01015525497496128, "eta_seconds": 81106.83191629872, "iteration": 157859, "loss_fcos_cls": 0.23549777979496866, "loss_fcos_ctr": 0.6215163674205542, "loss_fcos_loc": 0.19120647944509983, "loss_mask": 0.2540376512333751, "loss_maskiou": 0.005141894034750294, "loss_sem_seg": 0.2527579879388213, "lr": 0.01, "mask_rcnn/accuracy": 0.9020199808779233, "mask_rcnn/false_negative": 0.08979680286334561, "mask_rcnn/false_positive": 0.11015950563656057, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7159156622365117, "total_loss": 1.554403427962825} {"data_time": 0.010530705563724041, "eta_seconds": 81118.0296420604, "iteration": 157879, "loss_fcos_cls": 0.26208937354385853, "loss_fcos_ctr": 0.6202760729938745, "loss_fcos_loc": 0.19464730675099418, "loss_mask": 0.2523795673623681, "loss_maskiou": 0.004912343720206991, "loss_sem_seg": 0.2676098777446896, "lr": 0.01, "mask_rcnn/accuracy": 0.8866846738695479, "mask_rcnn/false_negative": 0.08593131314705718, "mask_rcnn/false_positive": 0.13030029004108618, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.0, "time": 0.7321727350354195, "total_loss": 1.6202164388741949} {"data_time": 0.010528014972805977, "eta_seconds": 81093.57039716933, "iteration": 157899, "loss_fcos_cls": 0.24696383182890713, "loss_fcos_ctr": 0.6179909920319915, "loss_fcos_loc": 0.185388574260287, "loss_mask": 0.25562524888664484, "loss_maskiou": 0.005289879332849523, "loss_sem_seg": 0.2630797475576401, "lr": 0.01, "mask_rcnn/accuracy": 0.8666529726241742, "mask_rcnn/false_negative": 0.09775000277363868, "mask_rcnn/false_positive": 0.1474582298539514, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7139303768053651, "total_loss": 1.5660081023015664} {"data_time": 0.009908587671816349, "eta_seconds": 81079.10244944412, "iteration": 157919, "loss_fcos_cls": 0.23475234163925052, "loss_fcos_ctr": 0.6185564771294594, "loss_fcos_loc": 0.1814735255902633, "loss_mask": 0.26664507761597633, "loss_maskiou": 0.005746982482378371, "loss_sem_seg": 0.27853502333164215, "lr": 0.01, "mask_rcnn/accuracy": 0.8876255517881133, "mask_rcnn/false_negative": 0.08119368230105253, "mask_rcnn/false_positive": 0.1393149031354185, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.75, "time": 0.7169382441788912, "total_loss": 1.5886508542025695} {"data_time": 0.009877918288111687, "eta_seconds": 81084.31167605426, "iteration": 157939, "loss_fcos_cls": 0.2346977519337088, "loss_fcos_ctr": 0.6179495025426149, "loss_fcos_loc": 0.18643601902294904, "loss_mask": 0.24694803077727556, "loss_maskiou": 0.005534758296562359, "loss_sem_seg": 0.27131891530007124, "lr": 0.01, "mask_rcnn/accuracy": 0.8851343921027057, "mask_rcnn/false_negative": 0.09159078444992266, "mask_rcnn/false_positive": 0.14848744885269258, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.7485178057104349, "total_loss": 1.5663214764499571} {"data_time": 0.011146468110382557, "eta_seconds": 81063.47112623323, "iteration": 157959, "loss_fcos_cls": 0.251276180613786, "loss_fcos_ctr": 0.6209420720115304, "loss_fcos_loc": 0.20326176995877177, "loss_mask": 0.2708734776824713, "loss_maskiou": 0.0059158741278224625, "loss_sem_seg": 0.24777876725420356, "lr": 0.01, "mask_rcnn/accuracy": 0.8921270124252647, "mask_rcnn/false_negative": 0.08858842990950887, "mask_rcnn/false_positive": 0.1418318590658044, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7263651015236974, "total_loss": 1.595433602531557} {"data_time": 0.01004689373075962, "eta_seconds": 81052.74585451, "iteration": 157979, "loss_fcos_cls": 0.23912248387932777, "loss_fcos_ctr": 0.6157445292919874, "loss_fcos_loc": 0.18917188001796603, "loss_mask": 0.2516050327103585, "loss_maskiou": 0.005473085489938967, "loss_sem_seg": 0.28593945037573576, "lr": 0.01, "mask_rcnn/accuracy": 0.8876454878826531, "mask_rcnn/false_negative": 0.09268963628525548, "mask_rcnn/false_positive": 0.12479170691718061, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.75, "time": 0.7145065786316991, "total_loss": 1.5888739333604462} {"data_time": 0.010706835426390171, "eta_seconds": 81038.27486320399, "iteration": 157999, "loss_fcos_cls": 0.24737216450739652, "loss_fcos_ctr": 0.6167124058119953, "loss_fcos_loc": 0.19367404753575101, "loss_mask": 0.26498889504000545, "loss_maskiou": 0.005571603280259296, "loss_sem_seg": 0.2519545704126358, "lr": 0.01, "mask_rcnn/accuracy": 0.8752484760137822, "mask_rcnn/false_negative": 0.10028201920642177, "mask_rcnn/false_positive": 0.1451644955682358, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7363616665825248, "total_loss": 1.585415445122635} {"data_time": 0.009488384239375591, "eta_seconds": 81016.74153234065, "iteration": 158019, "loss_fcos_cls": 0.24601901834830642, "loss_fcos_ctr": 0.6190289231017232, "loss_fcos_loc": 0.18971720803529024, "loss_mask": 0.2632156675681472, "loss_maskiou": 0.0053878081671427935, "loss_sem_seg": 0.2582172143738717, "lr": 0.01, "mask_rcnn/accuracy": 0.8935280362144857, "mask_rcnn/false_negative": 0.08541531929113746, "mask_rcnn/false_positive": 0.12939526873969373, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7263936400413513, "total_loss": 1.582651125103439} {"data_time": 0.010406484827399254, "eta_seconds": 80992.29476309288, "iteration": 158039, "loss_fcos_cls": 0.24119108635932207, "loss_fcos_ctr": 0.6219686651602387, "loss_fcos_loc": 0.19340951438061893, "loss_mask": 0.2538101156242192, "loss_maskiou": 0.0053868085669819266, "loss_sem_seg": 0.27300061378628016, "lr": 0.01, "mask_rcnn/accuracy": 0.8790116704813913, "mask_rcnn/false_negative": 0.09632442004916625, "mask_rcnn/false_positive": 0.14266726415013184, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.75, "time": 0.709391918964684, "total_loss": 1.584479249533615} {"data_time": 0.0100062545388937, "eta_seconds": 80962.18039381132, "iteration": 158059, "loss_fcos_cls": 0.24624651460908353, "loss_fcos_ctr": 0.6189968856051564, "loss_fcos_loc": 0.1810685987584293, "loss_mask": 0.2500739758834243, "loss_maskiou": 0.005254528405203018, "loss_sem_seg": 0.24863654072396457, "lr": 0.01, "mask_rcnn/accuracy": 0.8865586987836107, "mask_rcnn/false_negative": 0.09790833887661482, "mask_rcnn/false_positive": 0.1506101403492802, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.25, "time": 0.7212306661531329, "total_loss": 1.5627138586332876} {"data_time": 0.009566511027514935, "eta_seconds": 80967.42943544034, "iteration": 158079, "loss_fcos_cls": 0.23946769477333874, "loss_fcos_ctr": 0.6168099790811539, "loss_fcos_loc": 0.1943130975123495, "loss_mask": 0.2611235901713371, "loss_maskiou": 0.0051526726529118605, "loss_sem_seg": 0.24021963716950268, "lr": 0.01, "mask_rcnn/accuracy": 0.8984280123515298, "mask_rcnn/false_negative": 0.11347917411313838, "mask_rcnn/false_positive": 0.10023514263218242, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.75, "time": 0.7358374185860157, "total_loss": 1.563327425668831} {"data_time": 0.009448685683310032, "eta_seconds": 80965.9702429669, "iteration": 158099, "loss_fcos_cls": 0.2441509689670056, "loss_fcos_ctr": 0.6197510082274675, "loss_fcos_loc": 0.1902728385757655, "loss_mask": 0.2646328331902623, "loss_maskiou": 0.0059422173362690955, "loss_sem_seg": 0.2520568754989654, "lr": 0.01, "mask_rcnn/accuracy": 0.875423495155638, "mask_rcnn/false_negative": 0.08132413334156038, "mask_rcnn/false_positive": 0.1491164727859401, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 27.25, "time": 0.7214256972074509, "total_loss": 1.5946596995272557} {"data_time": 0.010300268419086933, "eta_seconds": 81003.08826415055, "iteration": 158119, "loss_fcos_cls": 0.24280762462876737, "loss_fcos_ctr": 0.6206298340111971, "loss_fcos_loc": 0.18891092156991363, "loss_mask": 0.2581214001402259, "loss_maskiou": 0.005648858932545409, "loss_sem_seg": 0.24807131476700306, "lr": 0.01, "mask_rcnn/accuracy": 0.882045294606871, "mask_rcnn/false_negative": 0.10755235519606726, "mask_rcnn/false_positive": 0.13946388774374155, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.5, "time": 0.7332195593044162, "total_loss": 1.5669078937135055} {"data_time": 0.010199482552707195, "eta_seconds": 80933.23822218273, "iteration": 158139, "loss_fcos_cls": 0.23507584701292217, "loss_fcos_ctr": 0.6189956273883581, "loss_fcos_loc": 0.18478875770233572, "loss_mask": 0.2567715956829488, "loss_maskiou": 0.0055377135358867235, "loss_sem_seg": 0.24209676776081324, "lr": 0.01, "mask_rcnn/accuracy": 0.8929917694926072, "mask_rcnn/false_negative": 0.09099419895039754, "mask_rcnn/false_positive": 0.1347227590029123, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7029603142291307, "total_loss": 1.5648528046185675} {"data_time": 0.009723473340272903, "eta_seconds": 80889.85463256761, "iteration": 158159, "loss_fcos_cls": 0.2393384695169516, "loss_fcos_ctr": 0.6174170100130141, "loss_fcos_loc": 0.18403983348980546, "loss_mask": 0.2535665091127157, "loss_maskiou": 0.0051174405962228775, "loss_sem_seg": 0.24757082480937243, "lr": 0.01, "mask_rcnn/accuracy": 0.8662643628880123, "mask_rcnn/false_negative": 0.09436189121670152, "mask_rcnn/false_positive": 0.14438086115076593, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.0, "time": 0.7225086707621813, "total_loss": 1.5386133522260934} {"data_time": 0.010047907009720802, "eta_seconds": 80895.08605981339, "iteration": 158179, "loss_fcos_cls": 0.24134533037431538, "loss_fcos_ctr": 0.6196248875930905, "loss_fcos_loc": 0.18606309650931507, "loss_mask": 0.2564801280386746, "loss_maskiou": 0.0056593732224428095, "loss_sem_seg": 0.2779818391427398, "lr": 0.01, "mask_rcnn/accuracy": 0.8876041488023781, "mask_rcnn/false_negative": 0.10487512272003145, "mask_rcnn/false_positive": 0.1382007081571349, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7329264096915722, "total_loss": 1.5958965277095558} {"data_time": 0.010533088818192482, "eta_seconds": 80860.92432807013, "iteration": 158199, "loss_fcos_cls": 0.24122132919728756, "loss_fcos_ctr": 0.6189670953899622, "loss_fcos_loc": 0.1899154366692528, "loss_mask": 0.2685737330466509, "loss_maskiou": 0.005230238013609778, "loss_sem_seg": 0.290463101118803, "lr": 0.01, "mask_rcnn/accuracy": 0.8756148105794042, "mask_rcnn/false_negative": 0.10504023307010427, "mask_rcnn/false_positive": 0.12579364581027636, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.5, "time": 0.7304342864081264, "total_loss": 1.5972266326134559} {"data_time": 0.009558004327118397, "eta_seconds": 80824.39825322106, "iteration": 158219, "loss_fcos_cls": 0.24222782789729536, "loss_fcos_ctr": 0.6212704982608557, "loss_fcos_loc": 0.18564531730953604, "loss_mask": 0.2480482291430235, "loss_maskiou": 0.0049788704491220415, "loss_sem_seg": 0.2509207264520228, "lr": 0.01, "mask_rcnn/accuracy": 0.8917288069073783, "mask_rcnn/false_negative": 0.08596578708240585, "mask_rcnn/false_positive": 0.11269832894780887, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.5, "time": 0.7416307330131531, "total_loss": 1.5697759675022098} {"data_time": 0.010382181033492088, "eta_seconds": 80781.62713375781, "iteration": 158239, "loss_fcos_cls": 0.2519059828482568, "loss_fcos_ctr": 0.6189443841576576, "loss_fcos_loc": 0.18664490641094744, "loss_mask": 0.25713758263736963, "loss_maskiou": 0.006150557252112776, "loss_sem_seg": 0.2567766555584967, "lr": 0.01, "mask_rcnn/accuracy": 0.8922592474489797, "mask_rcnn/false_negative": 0.07603763992508608, "mask_rcnn/false_positive": 0.15003153363216354, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 24.75, "time": 0.7349789720028639, "total_loss": 1.5841815762323677} {"data_time": 0.010825368575751781, "eta_seconds": 80767.17099483032, "iteration": 158259, "loss_fcos_cls": 0.23825308890081942, "loss_fcos_ctr": 0.6205591773614287, "loss_fcos_loc": 0.18745094805490226, "loss_mask": 0.254597891587764, "loss_maskiou": 0.005335066911356989, "loss_sem_seg": 0.23460990842431784, "lr": 0.01, "mask_rcnn/accuracy": 0.8942645028333265, "mask_rcnn/false_negative": 0.09023019874792329, "mask_rcnn/false_positive": 0.1318666543742168, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.0, "time": 0.7093358896672726, "total_loss": 1.5313688438254758} {"data_time": 0.009656170383095741, "eta_seconds": 80719.05023997743, "iteration": 158279, "loss_fcos_cls": 0.23521077819168568, "loss_fcos_ctr": 0.6191851068288088, "loss_fcos_loc": 0.18595418997574598, "loss_mask": 0.26160027272999287, "loss_maskiou": 0.005110832142236177, "loss_sem_seg": 0.26576204132288694, "lr": 0.01, "mask_rcnn/accuracy": 0.897964737893108, "mask_rcnn/false_negative": 0.07991809215260098, "mask_rcnn/false_positive": 0.1336453612463377, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.25, "time": 0.7167614325881004, "total_loss": 1.581876415599254} {"data_time": 0.010187298059463501, "eta_seconds": 80660.97903352883, "iteration": 158299, "loss_fcos_cls": 0.24180046771652997, "loss_fcos_ctr": 0.6189931016415358, "loss_fcos_loc": 0.18638971052132547, "loss_mask": 0.24643461126834154, "loss_maskiou": 0.005720680996091687, "loss_sem_seg": 0.2504282109439373, "lr": 0.01, "mask_rcnn/accuracy": 0.8957240169774807, "mask_rcnn/false_negative": 0.0957310009835329, "mask_rcnn/false_positive": 0.09470356570241402, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.25, "time": 0.7215162916108966, "total_loss": 1.598461567031336} {"data_time": 0.009219273924827576, "eta_seconds": 80582.0814042259, "iteration": 158319, "loss_fcos_cls": 0.2380060328869149, "loss_fcos_ctr": 0.619909904897213, "loss_fcos_loc": 0.1928495928295888, "loss_mask": 0.2695365524850786, "loss_maskiou": 0.0054535668168682605, "loss_sem_seg": 0.2650390458293259, "lr": 0.01, "mask_rcnn/accuracy": 0.8662978331494322, "mask_rcnn/false_negative": 0.10153147080941718, "mask_rcnn/false_positive": 0.15580199757947477, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.25, "time": 0.7130754282698035, "total_loss": 1.5920149177254643} {"data_time": 0.010421396233141422, "eta_seconds": 80567.65064493753, "iteration": 158339, "loss_fcos_cls": 0.25661372439935803, "loss_fcos_ctr": 0.6176540963351727, "loss_fcos_loc": 0.18735255068168044, "loss_mask": 0.25780639983713627, "loss_maskiou": 0.00573948526289314, "loss_sem_seg": 0.29690783470869064, "lr": 0.01, "mask_rcnn/accuracy": 0.9032046524222518, "mask_rcnn/false_negative": 0.08120650818333199, "mask_rcnn/false_positive": 0.11851172916503847, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.7464266130700707, "total_loss": 1.6747346167685464} {"data_time": 0.009608428925275803, "eta_seconds": 80619.92353867088, "iteration": 158359, "loss_fcos_cls": 0.25296654156409204, "loss_fcos_ctr": 0.61781145632267, "loss_fcos_loc": 0.18955298222135752, "loss_mask": 0.2533034309744835, "loss_maskiou": 0.00533052482023777, "loss_sem_seg": 0.293638487579301, "lr": 0.01, "mask_rcnn/accuracy": 0.8752169022370853, "mask_rcnn/false_negative": 0.09212570411568981, "mask_rcnn/false_positive": 0.13766352148640687, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7286377372220159, "total_loss": 1.6025501156400423} {"data_time": 0.009946192614734173, "eta_seconds": 80605.48082971293, "iteration": 158379, "loss_fcos_cls": 0.24925879098009318, "loss_fcos_ctr": 0.620538447983563, "loss_fcos_loc": 0.19471221254207194, "loss_mask": 0.25023694755509496, "loss_maskiou": 0.005259432226011995, "loss_sem_seg": 0.24904381530359387, "lr": 0.01, "mask_rcnn/accuracy": 0.8840002567291977, "mask_rcnn/false_negative": 0.09776982387376096, "mask_rcnn/false_positive": 0.13553710903644392, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.71885219309479, "total_loss": 1.5825961103400914} {"data_time": 0.011792645789682865, "eta_seconds": 80649.51988058258, "iteration": 158399, "loss_fcos_cls": 0.24953938904218376, "loss_fcos_ctr": 0.6171587216667831, "loss_fcos_loc": 0.1816863192943856, "loss_mask": 0.25440680980682373, "loss_maskiou": 0.0050867609097622335, "loss_sem_seg": 0.28650346933864057, "lr": 0.01, "mask_rcnn/accuracy": 0.8836796913887506, "mask_rcnn/false_negative": 0.08505196949952251, "mask_rcnn/false_positive": 0.15766524020433384, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.75, "time": 0.7296659601852298, "total_loss": 1.6086648322234396} {"data_time": 0.01034118328243494, "eta_seconds": 80685.0796765415, "iteration": 158419, "loss_fcos_cls": 0.2606904050335288, "loss_fcos_ctr": 0.6181771056726575, "loss_fcos_loc": 0.19090442918241024, "loss_mask": 0.2543055540882051, "loss_maskiou": 0.0051566822148743086, "loss_sem_seg": 0.29367261240258813, "lr": 0.01, "mask_rcnn/accuracy": 0.885978143760842, "mask_rcnn/false_negative": 0.08404637567980777, "mask_rcnn/false_positive": 0.16296972732406836, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.5, "time": 0.7474978221580386, "total_loss": 1.6001369807490846} {"data_time": 0.010537354275584221, "eta_seconds": 80713.59317310434, "iteration": 158439, "loss_fcos_cls": 0.23373399721458554, "loss_fcos_ctr": 0.6154495989903808, "loss_fcos_loc": 0.1763536826474592, "loss_mask": 0.25097019597887993, "loss_maskiou": 0.004924179505906068, "loss_sem_seg": 0.29609315749257803, "lr": 0.01, "mask_rcnn/accuracy": 0.8729512024685891, "mask_rcnn/false_negative": 0.10285397729927626, "mask_rcnn/false_positive": 0.14635796199861134, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.75, "time": 0.7318502152338624, "total_loss": 1.5948905763798393} {"data_time": 0.009898577816784382, "eta_seconds": 80764.28640077915, "iteration": 158459, "loss_fcos_cls": 0.24924373789690435, "loss_fcos_ctr": 0.6184829995036125, "loss_fcos_loc": 0.1912536525633186, "loss_mask": 0.2517117401584983, "loss_maskiou": 0.0049237083294428885, "loss_sem_seg": 0.2844351469539106, "lr": 0.01, "mask_rcnn/accuracy": 0.8992745535714286, "mask_rcnn/false_negative": 0.09010294889106521, "mask_rcnn/false_positive": 0.11296608217776243, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.740845924243331, "total_loss": 1.597035962215159} {"data_time": 0.010153216309845448, "eta_seconds": 80763.63294444047, "iteration": 158479, "loss_fcos_cls": 0.24229316879063845, "loss_fcos_ctr": 0.6232786867767572, "loss_fcos_loc": 0.1967257026117295, "loss_mask": 0.27263181935995817, "loss_maskiou": 0.005689025412721094, "loss_sem_seg": 0.2722987080924213, "lr": 0.01, "mask_rcnn/accuracy": 0.8572841403642202, "mask_rcnn/false_negative": 0.08058214230368191, "mask_rcnn/false_positive": 0.1983433322071378, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7272194530814886, "total_loss": 1.6110722185258055} {"data_time": 0.009730695746839046, "eta_seconds": 80757.01983629353, "iteration": 158499, "loss_fcos_cls": 0.2508482332341373, "loss_fcos_ctr": 0.6196825243532658, "loss_fcos_loc": 0.19168669101782143, "loss_mask": 0.2635106360539794, "loss_maskiou": 0.0051793950333376415, "loss_sem_seg": 0.2619835017248988, "lr": 0.01, "mask_rcnn/accuracy": 0.8904798027132782, "mask_rcnn/false_negative": 0.07857710062514034, "mask_rcnn/false_positive": 0.11603790124061691, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.75, "time": 0.7243333272635937, "total_loss": 1.6123530861950712} {"data_time": 0.009461496025323868, "eta_seconds": 80742.53440211155, "iteration": 158519, "loss_fcos_cls": 0.24572541599627584, "loss_fcos_ctr": 0.6177616566419601, "loss_fcos_loc": 0.18804835714399815, "loss_mask": 0.2610871926881373, "loss_maskiou": 0.0051372449670452625, "loss_sem_seg": 0.23882598197087646, "lr": 0.01, "mask_rcnn/accuracy": 0.8929073182067858, "mask_rcnn/false_negative": 0.07593070792068551, "mask_rcnn/false_positive": 0.14298941624273126, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7267530597746372, "total_loss": 1.5667477447022975} {"data_time": 0.00993641372770071, "eta_seconds": 80805.31292007864, "iteration": 158539, "loss_fcos_cls": 0.23531308700330555, "loss_fcos_ctr": 0.6160520194098353, "loss_fcos_loc": 0.1808417101856321, "loss_mask": 0.25333152525126934, "loss_maskiou": 0.0049254572368226945, "loss_sem_seg": 0.23215369880199432, "lr": 0.01, "mask_rcnn/accuracy": 0.8887347277620725, "mask_rcnn/false_negative": 0.10042630558642301, "mask_rcnn/false_positive": 0.12890343447917274, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.5, "time": 0.7234975136816502, "total_loss": 1.5402313453014358} {"data_time": 0.01037508249282837, "eta_seconds": 80855.3765164353, "iteration": 158559, "loss_fcos_cls": 0.2421045433729887, "loss_fcos_ctr": 0.6179245891980827, "loss_fcos_loc": 0.1888599026715383, "loss_mask": 0.2585996319539845, "loss_maskiou": 0.005461049743644253, "loss_sem_seg": 0.27002304792404175, "lr": 0.01, "mask_rcnn/accuracy": 0.8797608977801648, "mask_rcnn/false_negative": 0.09928998569589023, "mask_rcnn/false_positive": 0.13842399692969481, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7461906708776951, "total_loss": 1.5413464200028102} {"data_time": 0.01008311565965414, "eta_seconds": 80860.8134370083, "iteration": 158579, "loss_fcos_cls": 0.24367684312164783, "loss_fcos_ctr": 0.6150393802672625, "loss_fcos_loc": 0.1746014096424915, "loss_mask": 0.2690958771854639, "loss_maskiou": 0.005378671965445392, "loss_sem_seg": 0.2851674840785563, "lr": 0.01, "mask_rcnn/accuracy": 0.8909468491697754, "mask_rcnn/false_negative": 0.09383581851392558, "mask_rcnn/false_positive": 0.1135734923275013, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.5, "time": 0.733318854123354, "total_loss": 1.602540281804977} {"data_time": 0.009389549493789673, "eta_seconds": 80846.29897143412, "iteration": 158599, "loss_fcos_cls": 0.24853097111918032, "loss_fcos_ctr": 0.6208607889711857, "loss_fcos_loc": 0.1949131463188678, "loss_mask": 0.27395844366401434, "loss_maskiou": 0.005757363942393567, "loss_sem_seg": 0.25728193344548345, "lr": 0.01, "mask_rcnn/accuracy": 0.8911173075787692, "mask_rcnn/false_negative": 0.10427857659800373, "mask_rcnn/false_positive": 0.12306239592192958, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.75, "time": 0.7283672671765089, "total_loss": 1.6071242184916628} {"data_time": 0.009526963345706463, "eta_seconds": 80837.02917756233, "iteration": 158619, "loss_fcos_cls": 0.25327217392623425, "loss_fcos_ctr": 0.6174065349623561, "loss_fcos_loc": 0.1856034257216379, "loss_mask": 0.2597846416756511, "loss_maskiou": 0.00507057378126774, "loss_sem_seg": 0.2840282008983195, "lr": 0.01, "mask_rcnn/accuracy": 0.8897211835044576, "mask_rcnn/false_negative": 0.09449630776714799, "mask_rcnn/false_positive": 0.12695727575283694, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.0, "time": 0.72072540409863, "total_loss": 1.6004335573816206} {"data_time": 0.010433562099933624, "eta_seconds": 80851.49367524404, "iteration": 158639, "loss_fcos_cls": 0.24439778120722622, "loss_fcos_ctr": 0.61737871915102, "loss_fcos_loc": 0.18223942792974412, "loss_mask": 0.2636001193895936, "loss_maskiou": 0.005312649154802784, "loss_sem_seg": 0.26452822308056056, "lr": 0.01, "mask_rcnn/accuracy": 0.8809146642527979, "mask_rcnn/false_negative": 0.09015019644502463, "mask_rcnn/false_positive": 0.12240929442077889, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.7380953636020422, "total_loss": 1.586345155366871} {"data_time": 0.00996298249810934, "eta_seconds": 80849.47394003719, "iteration": 158659, "loss_fcos_cls": 0.23625385970808566, "loss_fcos_ctr": 0.6194739351049066, "loss_fcos_loc": 0.18540863716043532, "loss_mask": 0.27991668321192265, "loss_maskiou": 0.00568704966281075, "loss_sem_seg": 0.2906094812788069, "lr": 0.01, "mask_rcnn/accuracy": 0.8824281790508757, "mask_rcnn/false_negative": 0.1043778264702781, "mask_rcnn/false_positive": 0.15201761087026347, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.731888891197741, "total_loss": 1.6184190168132773} {"data_time": 0.009128397330641747, "eta_seconds": 80878.13162199408, "iteration": 158679, "loss_fcos_cls": 0.24990707880351692, "loss_fcos_ctr": 0.6188414832577109, "loss_fcos_loc": 0.1856633640709333, "loss_mask": 0.2637208001688123, "loss_maskiou": 0.006422453479899559, "loss_sem_seg": 0.26470486051402986, "lr": 0.01, "mask_rcnn/accuracy": 0.873475948792769, "mask_rcnn/false_negative": 0.09928694584105305, "mask_rcnn/false_positive": 0.15123411676551365, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7257349630817771, "total_loss": 1.5795316660805838} {"data_time": 0.010015173815190792, "eta_seconds": 80826.35347408988, "iteration": 158699, "loss_fcos_cls": 0.22872271935921162, "loss_fcos_ctr": 0.6201597722247243, "loss_fcos_loc": 0.1885935814352706, "loss_mask": 0.264821857213974, "loss_maskiou": 0.005598689618636854, "loss_sem_seg": 0.24775641364976764, "lr": 0.01, "mask_rcnn/accuracy": 0.8852170874260743, "mask_rcnn/false_negative": 0.08919602965719237, "mask_rcnn/false_positive": 0.10599881790040636, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.75, "time": 0.7202072823420167, "total_loss": 1.5521062848711153} {"data_time": 0.009634861722588539, "eta_seconds": 80895.0923141595, "iteration": 158719, "loss_fcos_cls": 0.24726064037531614, "loss_fcos_ctr": 0.6167099978774786, "loss_fcos_loc": 0.1823761579580605, "loss_mask": 0.24881725385785103, "loss_maskiou": 0.0054976703904685564, "loss_sem_seg": 0.27219297736883163, "lr": 0.01, "mask_rcnn/accuracy": 0.8992603909695747, "mask_rcnn/false_negative": 0.07810850111139542, "mask_rcnn/false_positive": 0.13750012718879895, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 35.5, "time": 0.7321084719151258, "total_loss": 1.587145000223245} {"data_time": 0.010220597498118877, "eta_seconds": 80890.98846761417, "iteration": 158739, "loss_fcos_cls": 0.24677314516156912, "loss_fcos_ctr": 0.6197306402027607, "loss_fcos_loc": 0.1816584412008524, "loss_mask": 0.2666939301416278, "loss_maskiou": 0.0056585801430628635, "loss_sem_seg": 0.2703229214530438, "lr": 0.01, "mask_rcnn/accuracy": 0.8946056101011833, "mask_rcnn/false_negative": 0.09104837712251021, "mask_rcnn/false_positive": 0.14507847837444804, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7419017693027854, "total_loss": 1.5688776097922528} {"data_time": 0.009636256843805313, "eta_seconds": 80866.0145408418, "iteration": 158759, "loss_fcos_cls": 0.23756174044683576, "loss_fcos_ctr": 0.6146726626902819, "loss_fcos_loc": 0.1879211274208501, "loss_mask": 0.2441273769363761, "loss_maskiou": 0.00508363034168724, "loss_sem_seg": 0.25693090027198195, "lr": 0.01, "mask_rcnn/accuracy": 0.8918048469387755, "mask_rcnn/false_negative": 0.08086936607242456, "mask_rcnn/false_positive": 0.13718107115672418, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.5, "time": 0.6877432567998767, "total_loss": 1.5370826574944658} {"data_time": 0.010164730250835419, "eta_seconds": 80851.47565418296, "iteration": 158779, "loss_fcos_cls": 0.25594199332408607, "loss_fcos_ctr": 0.6192859672009945, "loss_fcos_loc": 0.20035209693014622, "loss_mask": 0.25504743587225676, "loss_maskiou": 0.005355344088457059, "loss_sem_seg": 0.2728352230042219, "lr": 0.01, "mask_rcnn/accuracy": 0.8892075919037565, "mask_rcnn/false_negative": 0.08841868885499435, "mask_rcnn/false_positive": 0.14938279953551603, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.7193825952708721, "total_loss": 1.5954413713843678} {"data_time": 0.009483071975409985, "eta_seconds": 80839.4618650116, "iteration": 158799, "loss_fcos_cls": 0.25967754842713475, "loss_fcos_ctr": 0.6207789888139814, "loss_fcos_loc": 0.1945104931946844, "loss_mask": 0.2749541373923421, "loss_maskiou": 0.005383614043239504, "loss_sem_seg": 0.27230641804635525, "lr": 0.01, "mask_rcnn/accuracy": 0.8809304120781976, "mask_rcnn/false_negative": 0.10246603075008048, "mask_rcnn/false_positive": 0.12358362736804585, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 40.25, "time": 0.757274336181581, "total_loss": 1.6403512560937088} {"data_time": 0.010092685930430889, "eta_seconds": 80832.82541787159, "iteration": 158819, "loss_fcos_cls": 0.2632101457566023, "loss_fcos_ctr": 0.6201330674812198, "loss_fcos_loc": 0.1883721060003154, "loss_mask": 0.2608595695346594, "loss_maskiou": 0.005074482352938503, "loss_sem_seg": 0.2801948427222669, "lr": 0.01, "mask_rcnn/accuracy": 0.8743791629915751, "mask_rcnn/false_negative": 0.11310273728295277, "mask_rcnn/false_positive": 0.14316143670903897, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7195614688098431, "total_loss": 1.6160156557307346} {"data_time": 0.010027811862528324, "eta_seconds": 80805.64020892791, "iteration": 158839, "loss_fcos_cls": 0.2549604899249971, "loss_fcos_ctr": 0.6199972513131797, "loss_fcos_loc": 0.19235724583268166, "loss_mask": 0.2532411050051451, "loss_maskiou": 0.005369667525883415, "loss_sem_seg": 0.27816125890240073, "lr": 0.01, "mask_rcnn/accuracy": 0.9152241253644315, "mask_rcnn/false_negative": 0.07563923578525306, "mask_rcnn/false_positive": 0.10512023552260644, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7187524642795324, "total_loss": 1.611458697287162} {"data_time": 0.01024340745061636, "eta_seconds": 80795.84384258464, "iteration": 158859, "loss_fcos_cls": 0.24577626574318856, "loss_fcos_ctr": 0.6192557718604803, "loss_fcos_loc": 0.19496722053736448, "loss_mask": 0.2699148179963231, "loss_maskiou": 0.005374110070988536, "loss_sem_seg": 0.2681549424305558, "lr": 0.01, "mask_rcnn/accuracy": 0.8887651332289245, "mask_rcnn/false_negative": 0.08168459868073823, "mask_rcnn/false_positive": 0.1391915042075078, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.0, "time": 0.7335054967552423, "total_loss": 1.6107621220871806} {"data_time": 0.010338216088712215, "eta_seconds": 80737.71162145399, "iteration": 158879, "loss_fcos_cls": 0.2483483727555722, "loss_fcos_ctr": 0.6218405065592378, "loss_fcos_loc": 0.19552712969016284, "loss_mask": 0.2632845947518945, "loss_maskiou": 0.005929243270657025, "loss_sem_seg": 0.22925457637757063, "lr": 0.01, "mask_rcnn/accuracy": 0.8918751732441703, "mask_rcnn/false_negative": 0.0992059979423246, "mask_rcnn/false_positive": 0.12871531668851124, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.711978217586875, "total_loss": 1.5797454368002946} {"data_time": 0.00923351664096117, "eta_seconds": 80766.2101432234, "iteration": 158899, "loss_fcos_cls": 0.24747476424090564, "loss_fcos_ctr": 0.6180444117635489, "loss_fcos_loc": 0.1805664342828095, "loss_mask": 0.25622675847262144, "loss_maskiou": 0.005780590268841479, "loss_sem_seg": 0.2895952360704541, "lr": 0.01, "mask_rcnn/accuracy": 0.8932158801020409, "mask_rcnn/false_negative": 0.10488505737947704, "mask_rcnn/false_positive": 0.10570158392573667, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.25, "time": 0.7392412070184946, "total_loss": 1.6396938311154372} {"data_time": 0.009896557778120041, "eta_seconds": 80751.6709023267, "iteration": 158919, "loss_fcos_cls": 0.24972795555368066, "loss_fcos_ctr": 0.6160045000724494, "loss_fcos_loc": 0.1817530207335949, "loss_mask": 0.24964802339673042, "loss_maskiou": 0.005579358723480254, "loss_sem_seg": 0.24808240309357643, "lr": 0.01, "mask_rcnn/accuracy": 0.8861457875664585, "mask_rcnn/false_negative": 0.08446551293664334, "mask_rcnn/false_positive": 0.14764905635997222, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.0, "time": 0.7258335025981069, "total_loss": 1.5833329462911934} {"data_time": 0.010727417655289173, "eta_seconds": 80694.11713708751, "iteration": 158939, "loss_fcos_cls": 0.23658739135134965, "loss_fcos_ctr": 0.6196036180481315, "loss_fcos_loc": 0.18359134357888252, "loss_mask": 0.25912333093583584, "loss_maskiou": 0.005303218400513288, "loss_sem_seg": 0.21788436127826571, "lr": 0.01, "mask_rcnn/accuracy": 0.8959050576752441, "mask_rcnn/false_negative": 0.07814058216898882, "mask_rcnn/false_positive": 0.10854338913624861, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.75, "time": 0.7223661011084914, "total_loss": 1.5281564497381623} {"data_time": 0.010222017765045166, "eta_seconds": 80718.40928418748, "iteration": 158959, "loss_fcos_cls": 0.2550414861179888, "loss_fcos_ctr": 0.6199321616441011, "loss_fcos_loc": 0.19282251654658467, "loss_mask": 0.2729847738519311, "loss_maskiou": 0.005751171105657704, "loss_sem_seg": 0.2612164029851556, "lr": 0.01, "mask_rcnn/accuracy": 0.8915755587949465, "mask_rcnn/false_negative": 0.10267862693540275, "mask_rcnn/false_positive": 0.11850696017999182, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.5, "time": 0.7371343430131674, "total_loss": 1.6196422446955694} {"data_time": 0.009967983700335026, "eta_seconds": 80720.14507416543, "iteration": 158979, "loss_fcos_cls": 0.24987291428260505, "loss_fcos_ctr": 0.6176737858913839, "loss_fcos_loc": 0.17991362465545535, "loss_mask": 0.2703524390235543, "loss_maskiou": 0.005096754975966178, "loss_sem_seg": 0.2683488305192441, "lr": 0.01, "mask_rcnn/accuracy": 0.8986221133190118, "mask_rcnn/false_negative": 0.08089981773575952, "mask_rcnn/false_positive": 0.11359228518866962, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.25, "time": 0.7259100964292884, "total_loss": 1.5927968849719036} {"data_time": 0.010766839608550072, "eta_seconds": 80699.89668698423, "iteration": 158999, "loss_fcos_cls": 0.23460278392303735, "loss_fcos_ctr": 0.6194129521027207, "loss_fcos_loc": 0.18151018500793725, "loss_mask": 0.2612812123261392, "loss_maskiou": 0.005275718667689944, "loss_sem_seg": 0.2401406920980662, "lr": 0.01, "mask_rcnn/accuracy": 0.9101059654631083, "mask_rcnn/false_negative": 0.09031073251536392, "mask_rcnn/false_positive": 0.13785315142309454, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.0, "time": 0.7269178461283445, "total_loss": 1.5532279100189044} {"data_time": 0.010126207023859024, "eta_seconds": 80691.06223575678, "iteration": 159019, "loss_fcos_cls": 0.23967657471075654, "loss_fcos_ctr": 0.6195904668420553, "loss_fcos_loc": 0.18309554364532232, "loss_mask": 0.26466444320976734, "loss_maskiou": 0.005521931077964837, "loss_sem_seg": 0.2602411061525345, "lr": 0.01, "mask_rcnn/accuracy": 0.9063533516173268, "mask_rcnn/false_negative": 0.09188691277741137, "mask_rcnn/false_positive": 0.10614239355383372, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 23.25, "time": 0.7265808265656233, "total_loss": 1.5818028541834792} {"data_time": 0.010393921285867691, "eta_seconds": 80764.26164130215, "iteration": 159039, "loss_fcos_cls": 0.2391610920894891, "loss_fcos_ctr": 0.6179293990135193, "loss_fcos_loc": 0.18390318483579904, "loss_mask": 0.253249968867749, "loss_maskiou": 0.005418093998741824, "loss_sem_seg": 0.295454288367182, "lr": 0.01, "mask_rcnn/accuracy": 0.887093053941705, "mask_rcnn/false_negative": 0.07872419633971983, "mask_rcnn/false_positive": 0.15357657484739723, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7330026617273688, "total_loss": 1.6104408776009222} {"data_time": 0.00968202855437994, "eta_seconds": 80707.70985823218, "iteration": 159059, "loss_fcos_cls": 0.2470447903033346, "loss_fcos_ctr": 0.6185507206246257, "loss_fcos_loc": 0.19209880148991942, "loss_mask": 0.25783105567097664, "loss_maskiou": 0.0052199067795299925, "loss_sem_seg": 0.31202868092805147, "lr": 0.01, "mask_rcnn/accuracy": 0.8930999834390685, "mask_rcnn/false_negative": 0.08212757556205824, "mask_rcnn/false_positive": 0.11464762810199405, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.0, "time": 0.6969435112550855, "total_loss": 1.6610434309695847} {"data_time": 0.010927664116024971, "eta_seconds": 80659.87527397927, "iteration": 159079, "loss_fcos_cls": 0.2397033511660993, "loss_fcos_ctr": 0.6172192869707942, "loss_fcos_loc": 0.18821047886740416, "loss_mask": 0.24282606737688184, "loss_maskiou": 0.004959544283337891, "loss_sem_seg": 0.2849872624501586, "lr": 0.01, "mask_rcnn/accuracy": 0.8883548156104548, "mask_rcnn/false_negative": 0.09265472054469953, "mask_rcnn/false_positive": 0.13914702286561142, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.5, "time": 0.7269789315760136, "total_loss": 1.6310572853781196} {"data_time": 0.01064086053520441, "eta_seconds": 80666.42015955783, "iteration": 159099, "loss_fcos_cls": 0.2466636709868908, "loss_fcos_ctr": 0.6204625028185546, "loss_fcos_loc": 0.18734189495444298, "loss_mask": 0.26588640827685595, "loss_maskiou": 0.0056620081450091675, "loss_sem_seg": 0.3039287724532187, "lr": 0.01, "mask_rcnn/accuracy": 0.8865269508438585, "mask_rcnn/false_negative": 0.09544618702240643, "mask_rcnn/false_positive": 0.12356043782591344, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.0, "time": 0.7245108634233475, "total_loss": 1.6058441868663067} {"data_time": 0.010112961754202843, "eta_seconds": 80651.87269467302, "iteration": 159119, "loss_fcos_cls": 0.23047776031307876, "loss_fcos_ctr": 0.6190721085295081, "loss_fcos_loc": 0.18780966475605965, "loss_mask": 0.26199623104184866, "loss_maskiou": 0.005368117999751121, "loss_sem_seg": 0.2607269096188247, "lr": 0.01, "mask_rcnn/accuracy": 0.8991817874320849, "mask_rcnn/false_negative": 0.0857846636005765, "mask_rcnn/false_positive": 0.13399240828356862, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 32.25, "time": 0.7275461014360189, "total_loss": 1.5564000624362961} {"data_time": 0.010218141600489616, "eta_seconds": 80649.51120499615, "iteration": 159139, "loss_fcos_cls": 0.25329811428673565, "loss_fcos_ctr": 0.6182079608552158, "loss_fcos_loc": 0.19014746812172234, "loss_mask": 0.2671694131568074, "loss_maskiou": 0.005169020401808666, "loss_sem_seg": 0.26216801768168807, "lr": 0.01, "mask_rcnn/accuracy": 0.8760128152074007, "mask_rcnn/false_negative": 0.10626391188757142, "mask_rcnn/false_positive": 0.11967369983497228, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7157735358923674, "total_loss": 1.6138319686579052} {"data_time": 0.00948298443108797, "eta_seconds": 80718.57133821398, "iteration": 159159, "loss_fcos_cls": 0.22481449879705906, "loss_fcos_ctr": 0.6160356195177883, "loss_fcos_loc": 0.17922685408848338, "loss_mask": 0.24972657579928637, "loss_maskiou": 0.004955988057190552, "loss_sem_seg": 0.23818649351596832, "lr": 0.01, "mask_rcnn/accuracy": 0.8947685113853365, "mask_rcnn/false_negative": 0.07902223886775736, "mask_rcnn/false_positive": 0.13945589699784233, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7330690510571003, "total_loss": 1.5183605271467968} {"data_time": 0.010144783183932304, "eta_seconds": 80733.62685479037, "iteration": 159179, "loss_fcos_cls": 0.26615603209938854, "loss_fcos_ctr": 0.6188183864578605, "loss_fcos_loc": 0.20055147644598037, "loss_mask": 0.25639958353713155, "loss_maskiou": 0.005204639790463261, "loss_sem_seg": 0.33764183474704623, "lr": 0.01, "mask_rcnn/accuracy": 0.8739510914255813, "mask_rcnn/false_negative": 0.09745816661743575, "mask_rcnn/false_positive": 0.1434699437398088, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7481794012710452, "total_loss": 1.6488819205696927} {"data_time": 0.009455540217459202, "eta_seconds": 80689.44183871895, "iteration": 159199, "loss_fcos_cls": 0.2580794401001185, "loss_fcos_ctr": 0.6229132171720266, "loss_fcos_loc": 0.20159816392697394, "loss_mask": 0.27081415615975857, "loss_maskiou": 0.005865238417754881, "loss_sem_seg": 0.3068124954588711, "lr": 0.01, "mask_rcnn/accuracy": 0.8598324212163497, "mask_rcnn/false_negative": 0.10325353315719177, "mask_rcnn/false_positive": 0.1419737196404099, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7247508373111486, "total_loss": 1.6855572600034066} {"data_time": 0.009887230582535267, "eta_seconds": 80674.87708897144, "iteration": 159219, "loss_fcos_cls": 0.2538314157864079, "loss_fcos_ctr": 0.6192809618078172, "loss_fcos_loc": 0.19328765862155706, "loss_mask": 0.26496290508657694, "loss_maskiou": 0.005509578069904819, "loss_sem_seg": 0.2980434913188219, "lr": 0.01, "mask_rcnn/accuracy": 0.8841438967038647, "mask_rcnn/false_negative": 0.1083036309693215, "mask_rcnn/false_positive": 0.15312581118666185, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 41.75, "time": 0.7343740975484252, "total_loss": 1.655516908300342} {"data_time": 0.008798829279839993, "eta_seconds": 80594.53749519959, "iteration": 159239, "loss_fcos_cls": 0.25770969269797206, "loss_fcos_ctr": 0.6182648139074445, "loss_fcos_loc": 0.19111256446922198, "loss_mask": 0.274623304605484, "loss_maskiou": 0.006362562839058228, "loss_sem_seg": 0.28896498488029465, "lr": 0.01, "mask_rcnn/accuracy": 0.8847599968420637, "mask_rcnn/false_negative": 0.10213059233323453, "mask_rcnn/false_positive": 0.12535172859850116, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.7131096851080656, "total_loss": 1.6412904369062744} {"data_time": 0.010365246795117855, "eta_seconds": 80655.37694727443, "iteration": 159259, "loss_fcos_cls": 0.26305038621649146, "loss_fcos_ctr": 0.6212724782526493, "loss_fcos_loc": 0.1915734977228567, "loss_mask": 0.2479297062382102, "loss_maskiou": 0.00586050511628855, "loss_sem_seg": 0.28495223773643374, "lr": 0.01, "mask_rcnn/accuracy": 0.8844211015386388, "mask_rcnn/false_negative": 0.11348757043827884, "mask_rcnn/false_positive": 0.11078596451079326, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.25, "time": 0.7389400592073798, "total_loss": 1.6230023251300736} {"data_time": 0.00944711733609438, "eta_seconds": 80714.2954243077, "iteration": 159279, "loss_fcos_cls": 0.2588962079025805, "loss_fcos_ctr": 0.6209790739230812, "loss_fcos_loc": 0.19212277606129646, "loss_mask": 0.2670748298987746, "loss_maskiou": 0.005909902989515103, "loss_sem_seg": 0.27870657993480563, "lr": 0.01, "mask_rcnn/accuracy": 0.865940978664193, "mask_rcnn/false_negative": 0.11310452382435959, "mask_rcnn/false_positive": 0.15983623520344015, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.75, "time": 0.7443848894909024, "total_loss": 1.615056590668246} {"data_time": 0.010139919817447662, "eta_seconds": 80721.4822986871, "iteration": 159299, "loss_fcos_cls": 0.25751466350629926, "loss_fcos_ctr": 0.6203998746350408, "loss_fcos_loc": 0.19426591554656625, "loss_mask": 0.2717679073102772, "loss_maskiou": 0.0054049478931119666, "loss_sem_seg": 0.2939469120465219, "lr": 0.01, "mask_rcnn/accuracy": 0.8712959993045397, "mask_rcnn/false_negative": 0.09175548615980211, "mask_rcnn/false_positive": 0.142931449857717, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7325980560854077, "total_loss": 1.655421340103203} {"data_time": 0.010082182474434376, "eta_seconds": 80693.03685585037, "iteration": 159319, "loss_fcos_cls": 0.2436727734748274, "loss_fcos_ctr": 0.6191820940002799, "loss_fcos_loc": 0.1944911410100758, "loss_mask": 0.2617272613570094, "loss_maskiou": 0.005361933093809057, "loss_sem_seg": 0.24480488942936063, "lr": 0.01, "mask_rcnn/accuracy": 0.8734555077365228, "mask_rcnn/false_negative": 0.09225906727111954, "mask_rcnn/false_positive": 0.1487786404606425, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.25, "time": 0.7102681184187531, "total_loss": 1.590845715618343} {"data_time": 0.010126885026693344, "eta_seconds": 80666.18438787013, "iteration": 159339, "loss_fcos_cls": 0.23255379241891205, "loss_fcos_ctr": 0.6180277531966567, "loss_fcos_loc": 0.1913618427934125, "loss_mask": 0.256131149828434, "loss_maskiou": 0.005350330891815247, "loss_sem_seg": 0.26554343197494745, "lr": 0.01, "mask_rcnn/accuracy": 0.8920177023842806, "mask_rcnn/false_negative": 0.08198077040102932, "mask_rcnn/false_positive": 0.14078876366189458, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.0, "time": 0.7323040002956986, "total_loss": 1.5934280734218191} {"data_time": 0.010334867984056473, "eta_seconds": 80658.60993263219, "iteration": 159359, "loss_fcos_cls": 0.24161204206757247, "loss_fcos_ctr": 0.6188354520127177, "loss_fcos_loc": 0.20065793814137578, "loss_mask": 0.26782545261085033, "loss_maskiou": 0.005493609409313649, "loss_sem_seg": 0.2823237692937255, "lr": 0.01, "mask_rcnn/accuracy": 0.9059003747761293, "mask_rcnn/false_negative": 0.09527878984510643, "mask_rcnn/false_positive": 0.08832191159452024, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 23.0, "time": 0.7439950639382005, "total_loss": 1.6180213654733961} {"data_time": 0.009949968196451664, "eta_seconds": 80656.54575043917, "iteration": 159379, "loss_fcos_cls": 0.247195219155401, "loss_fcos_ctr": 0.6194080752320588, "loss_fcos_loc": 0.19073435035534203, "loss_mask": 0.2691635163500905, "loss_maskiou": 0.005020164549932815, "loss_sem_seg": 0.2850920516066253, "lr": 0.01, "mask_rcnn/accuracy": 0.8721196992701017, "mask_rcnn/false_negative": 0.11193483784423622, "mask_rcnn/false_positive": 0.1478876456885005, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 33.0, "time": 0.7336199367418885, "total_loss": 1.6242754277118365} {"data_time": 0.009830081835389137, "eta_seconds": 80626.81684796792, "iteration": 159399, "loss_fcos_cls": 0.24699274403974414, "loss_fcos_ctr": 0.6206927942112088, "loss_fcos_loc": 0.19358093640767038, "loss_mask": 0.2631036378443241, "loss_maskiou": 0.005534618452657014, "loss_sem_seg": 0.26044997991994023, "lr": 0.01, "mask_rcnn/accuracy": 0.8984164453452614, "mask_rcnn/false_negative": 0.08709516076038079, "mask_rcnn/false_positive": 0.11597364924219783, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7218243014067411, "total_loss": 1.5773921965519548} {"data_time": 0.011205887421965599, "eta_seconds": 80599.85974591877, "iteration": 159419, "loss_fcos_cls": 0.24376765661872923, "loss_fcos_ctr": 0.6184958154335618, "loss_fcos_loc": 0.1882196714868769, "loss_mask": 0.25888568768277764, "loss_maskiou": 0.005317348186508752, "loss_sem_seg": 0.2438764477847144, "lr": 0.01, "mask_rcnn/accuracy": 0.8854211421410669, "mask_rcnn/false_negative": 0.09730447329824776, "mask_rcnn/false_positive": 0.1603577653681697, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.5, "time": 0.7228228691965342, "total_loss": 1.5555871876858873} {"data_time": 0.009847422130405903, "eta_seconds": 80576.38733498938, "iteration": 159439, "loss_fcos_cls": 0.2357789846137166, "loss_fcos_ctr": 0.6200163159519434, "loss_fcos_loc": 0.19231484620831907, "loss_mask": 0.2718014493584633, "loss_maskiou": 0.005599554795480799, "loss_sem_seg": 0.27910898672416806, "lr": 0.01, "mask_rcnn/accuracy": 0.8948208520696415, "mask_rcnn/false_negative": 0.09075451271300713, "mask_rcnn/false_positive": 0.11510389887425376, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.75, "time": 0.7173288445919752, "total_loss": 1.600666417296452} {"data_time": 0.010392474010586739, "eta_seconds": 80523.15888854675, "iteration": 159459, "loss_fcos_cls": 0.24431147356517613, "loss_fcos_ctr": 0.6166318319737911, "loss_fcos_loc": 0.18952161783818156, "loss_mask": 0.2743209572508931, "loss_maskiou": 0.005779821614851244, "loss_sem_seg": 0.3270205983426422, "lr": 0.01, "mask_rcnn/accuracy": 0.888951856286351, "mask_rcnn/false_negative": 0.08359218730538721, "mask_rcnn/false_positive": 0.14842009834411052, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 39.25, "time": 0.7139438707381487, "total_loss": 1.6333230831405672} {"data_time": 0.010408869944512844, "eta_seconds": 80508.58996680938, "iteration": 159479, "loss_fcos_cls": 0.2592800841666758, "loss_fcos_ctr": 0.618268609046936, "loss_fcos_loc": 0.1861887670820579, "loss_mask": 0.2621246036142111, "loss_maskiou": 0.006161405028251465, "loss_sem_seg": 0.2882729908451438, "lr": 0.01, "mask_rcnn/accuracy": 0.9015457981456327, "mask_rcnn/false_negative": 0.07363487557724269, "mask_rcnn/false_positive": 0.12314723579105463, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.7223328929394484, "total_loss": 1.6262349407625152} {"data_time": 0.010094191879034042, "eta_seconds": 80505.72379468568, "iteration": 159499, "loss_fcos_cls": 0.25356335123069584, "loss_fcos_ctr": 0.617274908348918, "loss_fcos_loc": 0.18944605195429176, "loss_mask": 0.26326568610966206, "loss_maskiou": 0.00552765688917134, "loss_sem_seg": 0.27866880036890507, "lr": 0.01, "mask_rcnn/accuracy": 0.8707201630652261, "mask_rcnn/false_negative": 0.09672479863521849, "mask_rcnn/false_positive": 0.18120797613640577, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7394447224214673, "total_loss": 1.5934177177659876} {"data_time": 0.010236198082566261, "eta_seconds": 80479.45212333463, "iteration": 159519, "loss_fcos_cls": 0.24205960263498127, "loss_fcos_ctr": 0.6182794007472694, "loss_fcos_loc": 0.188415257493034, "loss_mask": 0.25302699115127325, "loss_maskiou": 0.005511812978511443, "loss_sem_seg": 0.2537936477456242, "lr": 0.01, "mask_rcnn/accuracy": 0.8736057794957565, "mask_rcnn/false_negative": 0.08414676825676226, "mask_rcnn/false_positive": 0.1320544657848167, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.75, "time": 0.722107321023941, "total_loss": 1.5897680247180688} {"data_time": 0.009125730954110622, "eta_seconds": 80516.5861329725, "iteration": 159539, "loss_fcos_cls": 0.2429427655879408, "loss_fcos_ctr": 0.6184391947463155, "loss_fcos_loc": 0.19092959398403764, "loss_mask": 0.2665164549835026, "loss_maskiou": 0.006029659645719221, "loss_sem_seg": 0.24889728287234902, "lr": 0.01, "mask_rcnn/accuracy": 0.8749925956143685, "mask_rcnn/false_negative": 0.09112316221635153, "mask_rcnn/false_positive": 0.145715345247538, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7470103576779366, "total_loss": 1.5661157814320177} {"data_time": 0.008930462412536144, "eta_seconds": 80470.86155365873, "iteration": 159559, "loss_fcos_cls": 0.24934110726462677, "loss_fcos_ctr": 0.6182939424179494, "loss_fcos_loc": 0.19013498071581125, "loss_mask": 0.2625151053071022, "loss_maskiou": 0.005217837788222823, "loss_sem_seg": 0.2736191058065742, "lr": 0.01, "mask_rcnn/accuracy": 0.8813224944355622, "mask_rcnn/false_negative": 0.08822868107965057, "mask_rcnn/false_positive": 0.1362427595551193, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.25, "time": 0.7307528685778379, "total_loss": 1.6063489496191323} {"data_time": 0.00964429322630167, "eta_seconds": 80463.96902637463, "iteration": 159579, "loss_fcos_cls": 0.2480721459724009, "loss_fcos_ctr": 0.6190205812454224, "loss_fcos_loc": 0.19074522142182104, "loss_mask": 0.2524489415809512, "loss_maskiou": 0.004817669730982743, "loss_sem_seg": 0.2831750581972301, "lr": 0.01, "mask_rcnn/accuracy": 0.8823390151515151, "mask_rcnn/false_negative": 0.1279469683010479, "mask_rcnn/false_positive": 0.1314371610594019, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7351947641000152, "total_loss": 1.609422688055929} {"data_time": 0.010850738734006882, "eta_seconds": 80441.71626828332, "iteration": 159599, "loss_fcos_cls": 0.259349434170872, "loss_fcos_ctr": 0.6183910460676998, "loss_fcos_loc": 0.19461985735688359, "loss_mask": 0.26667163893580437, "loss_maskiou": 0.006212157299160026, "loss_sem_seg": 0.2740745877381414, "lr": 0.01, "mask_rcnn/accuracy": 0.8932242800897978, "mask_rcnn/false_negative": 0.09581854718099224, "mask_rcnn/false_positive": 0.1093867986575964, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.5, "time": 0.72694799490273, "total_loss": 1.6206103117219754} {"data_time": 0.010816184803843498, "eta_seconds": 80458.27300082054, "iteration": 159619, "loss_fcos_cls": 0.25064361467957497, "loss_fcos_ctr": 0.6189453573897481, "loss_fcos_loc": 0.1938990677590482, "loss_mask": 0.2590354261919856, "loss_maskiou": 0.00520171235257294, "loss_sem_seg": 0.2697979127988219, "lr": 0.01, "mask_rcnn/accuracy": 0.9024105068856811, "mask_rcnn/false_negative": 0.07714515048281266, "mask_rcnn/false_positive": 0.12483560816392503, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.7303106049075723, "total_loss": 1.609144785135868} {"data_time": 0.01045183278620243, "eta_seconds": 80420.24692512956, "iteration": 159639, "loss_fcos_cls": 0.23694219696335495, "loss_fcos_ctr": 0.6158939069136977, "loss_fcos_loc": 0.1816927003674209, "loss_mask": 0.25296712573617697, "loss_maskiou": 0.004850927598454291, "loss_sem_seg": 0.2849907809868455, "lr": 0.01, "mask_rcnn/accuracy": 0.8958526592455164, "mask_rcnn/false_negative": 0.08716518000233811, "mask_rcnn/false_positive": 0.12373611488802941, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.72698990162462, "total_loss": 1.5652229198967689} {"data_time": 0.010754993185400963, "eta_seconds": 80332.28105237149, "iteration": 159659, "loss_fcos_cls": 0.23879064386710525, "loss_fcos_ctr": 0.6200605537742376, "loss_fcos_loc": 0.19500091776717454, "loss_mask": 0.27171704825013876, "loss_maskiou": 0.005909052852075547, "loss_sem_seg": 0.3042853137012571, "lr": 0.01, "mask_rcnn/accuracy": 0.8875031236302797, "mask_rcnn/false_negative": 0.10420271220758692, "mask_rcnn/false_positive": 0.12854551329218145, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.25, "time": 0.7148973988369107, "total_loss": 1.6572891201358289} {"data_time": 0.010804860852658749, "eta_seconds": 80353.3079122603, "iteration": 159679, "loss_fcos_cls": 0.2446807085070759, "loss_fcos_ctr": 0.6154952961951494, "loss_fcos_loc": 0.18113928940147161, "loss_mask": 0.25031564105302095, "loss_maskiou": 0.004837010543269571, "loss_sem_seg": 0.2990581993944943, "lr": 0.01, "mask_rcnn/accuracy": 0.900288508260447, "mask_rcnn/false_negative": 0.08433917408406538, "mask_rcnn/false_positive": 0.11041927339386287, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7280915305018425, "total_loss": 1.5929592528918874} {"data_time": 0.009590051136910915, "eta_seconds": 80338.74072960019, "iteration": 159699, "loss_fcos_cls": 0.2510130029404536, "loss_fcos_ctr": 0.6206386042758822, "loss_fcos_loc": 0.18679963960312307, "loss_mask": 0.26031346432864666, "loss_maskiou": 0.005474576155393152, "loss_sem_seg": 0.28254453861154616, "lr": 0.01, "mask_rcnn/accuracy": 0.8861345051719318, "mask_rcnn/false_negative": 0.08087902220391165, "mask_rcnn/false_positive": 0.14633222917277208, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7096461458131671, "total_loss": 1.6061777629402059} {"data_time": 0.011094491928815842, "eta_seconds": 80264.032533193, "iteration": 159719, "loss_fcos_cls": 0.2441332658054307, "loss_fcos_ctr": 0.6173683740198612, "loss_fcos_loc": 0.18800107622519135, "loss_mask": 0.24622846068814397, "loss_maskiou": 0.005281961188302375, "loss_sem_seg": 0.2775109959766269, "lr": 0.01, "mask_rcnn/accuracy": 0.8850852500709903, "mask_rcnn/false_negative": 0.07530698417206981, "mask_rcnn/false_positive": 0.14074126983556123, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 33.0, "time": 0.7221344038844109, "total_loss": 1.5814326172276196} {"data_time": 0.0098244184628129, "eta_seconds": 80185.11076093, "iteration": 159739, "loss_fcos_cls": 0.24309550318866968, "loss_fcos_ctr": 0.6181238535791636, "loss_fcos_loc": 0.18740497704129666, "loss_mask": 0.2601512484252453, "loss_maskiou": 0.005000446675694548, "loss_sem_seg": 0.28985513956286013, "lr": 0.01, "mask_rcnn/accuracy": 0.8764102471974705, "mask_rcnn/false_negative": 0.10967977324758874, "mask_rcnn/false_positive": 0.13803495958431355, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.5, "time": 0.711045702919364, "total_loss": 1.5856591454939917} {"data_time": 0.009533979929983616, "eta_seconds": 80189.69510862418, "iteration": 159759, "loss_fcos_cls": 0.25851382047403604, "loss_fcos_ctr": 0.6215636525303125, "loss_fcos_loc": 0.20334791345521808, "loss_mask": 0.2717585861682892, "loss_maskiou": 0.005834028357639909, "loss_sem_seg": 0.3043555000331253, "lr": 0.01, "mask_rcnn/accuracy": 0.8882505680843766, "mask_rcnn/false_negative": 0.08589886843953384, "mask_rcnn/false_positive": 0.1414017798886874, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.726125780493021, "total_loss": 1.6577713264559861} {"data_time": 0.010376344434916973, "eta_seconds": 80220.36370581575, "iteration": 159779, "loss_fcos_cls": 0.24654257972724736, "loss_fcos_ctr": 0.6163887875154614, "loss_fcos_loc": 0.1818648052867502, "loss_mask": 0.2632798971608281, "loss_maskiou": 0.005931006771788816, "loss_sem_seg": 0.2846496244892478, "lr": 0.01, "mask_rcnn/accuracy": 0.872391030960577, "mask_rcnn/false_negative": 0.08641240050364504, "mask_rcnn/false_positive": 0.18807232066373264, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.0, "time": 0.7386213596910238, "total_loss": 1.6417905405851343} {"data_time": 0.010506322607398033, "eta_seconds": 80160.59896649607, "iteration": 159799, "loss_fcos_cls": 0.23806155379861593, "loss_fcos_ctr": 0.6173928445205092, "loss_fcos_loc": 0.1857473828131333, "loss_mask": 0.26718355249613523, "loss_maskiou": 0.005300968623487279, "loss_sem_seg": 0.26777415396645665, "lr": 0.01, "mask_rcnn/accuracy": 0.8729853713972362, "mask_rcnn/false_negative": 0.08577856976355003, "mask_rcnn/false_positive": 0.1709005705043428, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 36.5, "time": 0.7302638264372945, "total_loss": 1.5705460687022423} {"data_time": 0.009247184731066227, "eta_seconds": 80215.79520424269, "iteration": 159819, "loss_fcos_cls": 0.231083732098341, "loss_fcos_ctr": 0.6195118464529514, "loss_fcos_loc": 0.19109006697544828, "loss_mask": 0.27806913293898106, "loss_maskiou": 0.0055546078365296125, "loss_sem_seg": 0.2623526407405734, "lr": 0.01, "mask_rcnn/accuracy": 0.8897576788551619, "mask_rcnn/false_negative": 0.10243296176264496, "mask_rcnn/false_positive": 0.14349496395807354, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.0, "time": 0.7353245699778199, "total_loss": 1.5673901616828516} {"data_time": 0.011058338917791843, "eta_seconds": 80260.38022342045, "iteration": 159839, "loss_fcos_cls": 0.2434037853963673, "loss_fcos_ctr": 0.6156892632134259, "loss_fcos_loc": 0.17393516330048442, "loss_mask": 0.25940303737297654, "loss_maskiou": 0.005357815214665607, "loss_sem_seg": 0.23538650246337056, "lr": 0.01, "mask_rcnn/accuracy": 0.8979677585319843, "mask_rcnn/false_negative": 0.07921604559765161, "mask_rcnn/false_positive": 0.11802581648575364, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.25, "time": 0.7291758758947253, "total_loss": 1.5398143097991124} {"data_time": 0.010183757171034813, "eta_seconds": 80164.33928530663, "iteration": 159859, "loss_fcos_cls": 0.23381799110211432, "loss_fcos_ctr": 0.6223224913701415, "loss_fcos_loc": 0.19284678192343563, "loss_mask": 0.2632403466850519, "loss_maskiou": 0.004824865804039291, "loss_sem_seg": 0.2538938960060477, "lr": 0.01, "mask_rcnn/accuracy": 0.8706701697773126, "mask_rcnn/false_negative": 0.09109502117689779, "mask_rcnn/false_positive": 0.14891880990534037, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 33.25, "time": 0.7174584427848458, "total_loss": 1.5816180079200421} {"data_time": 0.01051146537065506, "eta_seconds": 80149.78260990232, "iteration": 159879, "loss_fcos_cls": 0.24066198954824358, "loss_fcos_ctr": 0.6242979210801423, "loss_fcos_loc": 0.20011782250367105, "loss_mask": 0.26239048689603806, "loss_maskiou": 0.005179984822461847, "loss_sem_seg": 0.2588591533713043, "lr": 0.01, "mask_rcnn/accuracy": 0.8832950176117877, "mask_rcnn/false_negative": 0.10437840780624338, "mask_rcnn/false_positive": 0.12608323326594123, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7143868487328291, "total_loss": 1.611852417998307} {"data_time": 0.01038519386202097, "eta_seconds": 80069.76766147558, "iteration": 159899, "loss_fcos_cls": 0.23944084090180695, "loss_fcos_ctr": 0.6200889321044087, "loss_fcos_loc": 0.19191422127187252, "loss_mask": 0.2659949632361531, "loss_maskiou": 0.005302408120769542, "loss_sem_seg": 0.24716287851333618, "lr": 0.01, "mask_rcnn/accuracy": 0.8901163143828961, "mask_rcnn/false_negative": 0.08165095781584236, "mask_rcnn/false_positive": 0.12858008840186638, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.25, "time": 0.7226125719025731, "total_loss": 1.5970163521415088} {"data_time": 0.010764491744339466, "eta_seconds": 80040.64840010181, "iteration": 159919, "loss_fcos_cls": 0.2343216717708856, "loss_fcos_ctr": 0.6211551036685705, "loss_fcos_loc": 0.1904235947295092, "loss_mask": 0.25949010346084833, "loss_maskiou": 0.005069967308372725, "loss_sem_seg": 0.27566082030534744, "lr": 0.01, "mask_rcnn/accuracy": 0.8792758246731873, "mask_rcnn/false_negative": 0.10270757243529141, "mask_rcnn/false_positive": 0.14412758290253147, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.25, "time": 0.7056796420365572, "total_loss": 1.6037002243210736} {"data_time": 0.0098829735070467, "eta_seconds": 80012.36747078039, "iteration": 159939, "loss_fcos_cls": 0.24697547033429146, "loss_fcos_ctr": 0.6191228711977601, "loss_fcos_loc": 0.195713299093768, "loss_mask": 0.255446994677186, "loss_maskiou": 0.0052438225102378055, "loss_sem_seg": 0.2611648077145219, "lr": 0.01, "mask_rcnn/accuracy": 0.8982440266747093, "mask_rcnn/false_negative": 0.07634508163060948, "mask_rcnn/false_positive": 0.14222880818684522, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.5, "time": 0.7131455298513174, "total_loss": 1.606098653152003} {"data_time": 0.010107713751494884, "eta_seconds": 79974.13206932973, "iteration": 159959, "loss_fcos_cls": 0.25045569124631584, "loss_fcos_ctr": 0.6188664082437754, "loss_fcos_loc": 0.1960252330172807, "loss_mask": 0.26145485136657953, "loss_maskiou": 0.005566743420786224, "loss_sem_seg": 0.2630427936092019, "lr": 0.01, "mask_rcnn/accuracy": 0.8827629280448018, "mask_rcnn/false_negative": 0.0999237116191508, "mask_rcnn/false_positive": 0.1353986773535904, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.0, "time": 0.7165105734020472, "total_loss": 1.576750760548748} {"data_time": 0.010301982052624226, "eta_seconds": 79958.5910413824, "iteration": 159979, "loss_fcos_cls": 0.24629649193957448, "loss_fcos_ctr": 0.6174217602238059, "loss_fcos_loc": 0.1799224780406803, "loss_mask": 0.25154076889157295, "loss_maskiou": 0.004922336447634734, "loss_sem_seg": 0.2658159099519253, "lr": 0.01, "mask_rcnn/accuracy": 0.8888599282641001, "mask_rcnn/false_negative": 0.10032160679670532, "mask_rcnn/false_positive": 0.1098427178840732, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.5, "time": 0.7205879958346486, "total_loss": 1.580510000756476} {"data_time": 0.009543114341795444, "eta_seconds": 79924.57877830043, "iteration": 159999, "loss_fcos_cls": 0.22706476913299412, "loss_fcos_ctr": 0.6194181791506708, "loss_fcos_loc": 0.18030737922526896, "loss_mask": 0.26515241200104356, "loss_maskiou": 0.005041766212343646, "loss_sem_seg": 0.28299451572820544, "lr": 0.01, "mask_rcnn/accuracy": 0.8680504274078051, "mask_rcnn/false_negative": 0.11011060311072143, "mask_rcnn/false_positive": 0.14219215823361842, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.0, "time": 0.7053408706560731, "total_loss": 1.5723424631360103} {"data_time": 0.010390256531536579, "eta_seconds": 79879.29855168425, "iteration": 160019, "loss_fcos_cls": 0.2563639266882092, "loss_fcos_ctr": 0.6204374311491847, "loss_fcos_loc": 0.1944575534434989, "loss_mask": 0.2740447698161006, "loss_maskiou": 0.005339048562746029, "loss_sem_seg": 0.25244327913969755, "lr": 0.01, "mask_rcnn/accuracy": 0.882694881231181, "mask_rcnn/false_negative": 0.10366910334687979, "mask_rcnn/false_positive": 0.14906045763250947, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7162234075367451, "total_loss": 1.6282080966775538} {"data_time": 0.009999045170843601, "eta_seconds": 79846.23278883286, "iteration": 160039, "loss_fcos_cls": 0.23182172887027264, "loss_fcos_ctr": 0.6170193068683147, "loss_fcos_loc": 0.17614842276088893, "loss_mask": 0.2516511557623744, "loss_maskiou": 0.005142569265444763, "loss_sem_seg": 0.25438011181540787, "lr": 0.01, "mask_rcnn/accuracy": 0.8900155324226464, "mask_rcnn/false_negative": 0.08747915212852593, "mask_rcnn/false_positive": 0.11434170707826666, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.25, "time": 0.7191576967015862, "total_loss": 1.5398345488720224} {"data_time": 0.009098378010094166, "eta_seconds": 79850.24651595019, "iteration": 160059, "loss_fcos_cls": 0.2444456317462027, "loss_fcos_ctr": 0.6199479782953858, "loss_fcos_loc": 0.19441628735512495, "loss_mask": 0.2611347418278456, "loss_maskiou": 0.005574882845394313, "loss_sem_seg": 0.2430807277560234, "lr": 0.01, "mask_rcnn/accuracy": 0.8861296478277761, "mask_rcnn/false_negative": 0.08469487391968152, "mask_rcnn/false_positive": 0.13664031119362566, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.0, "time": 0.7246110206469893, "total_loss": 1.5757114121079212} {"data_time": 0.009659457951784134, "eta_seconds": 79793.17933955323, "iteration": 160079, "loss_fcos_cls": 0.23519219947047532, "loss_fcos_ctr": 0.6164737902581692, "loss_fcos_loc": 0.18221582029946148, "loss_mask": 0.24992577731609344, "loss_maskiou": 0.004957932891556993, "loss_sem_seg": 0.27704922296106815, "lr": 0.01, "mask_rcnn/accuracy": 0.8772144274376417, "mask_rcnn/false_negative": 0.09184328672051303, "mask_rcnn/false_positive": 0.167765082617889, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.6998413251712918, "total_loss": 1.5526228367525619} {"data_time": 0.01004850585013628, "eta_seconds": 79755.6654524263, "iteration": 160099, "loss_fcos_cls": 0.2218196535250172, "loss_fcos_ctr": 0.6178079601377249, "loss_fcos_loc": 0.17868539853952825, "loss_mask": 0.2683558911085129, "loss_maskiou": 0.006014584309014026, "loss_sem_seg": 0.28009271575137973, "lr": 0.01, "mask_rcnn/accuracy": 0.8855285762679055, "mask_rcnn/false_negative": 0.11039489018342702, "mask_rcnn/false_positive": 0.1045212848996793, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7225383194163442, "total_loss": 1.5946194161006133} {"data_time": 0.0109754279255867, "eta_seconds": 79695.3978420468, "iteration": 160119, "loss_fcos_cls": 0.22799961268901825, "loss_fcos_ctr": 0.6178164035081863, "loss_fcos_loc": 0.18591187812853605, "loss_mask": 0.26156480330973864, "loss_maskiou": 0.005547723325435072, "loss_sem_seg": 0.2528849672526121, "lr": 0.01, "mask_rcnn/accuracy": 0.8757462475731033, "mask_rcnn/false_negative": 0.11384289574261477, "mask_rcnn/false_positive": 0.1272971788507198, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 40.0, "time": 0.712160112336278, "total_loss": 1.5803111059722141} {"data_time": 0.010826991870999336, "eta_seconds": 79726.6372668948, "iteration": 160139, "loss_fcos_cls": 0.24491643137298524, "loss_fcos_ctr": 0.6190558625385165, "loss_fcos_loc": 0.19199470966123044, "loss_mask": 0.25582654401659966, "loss_maskiou": 0.005036225287767593, "loss_sem_seg": 0.2979115932248533, "lr": 0.01, "mask_rcnn/accuracy": 0.8804489655682363, "mask_rcnn/false_negative": 0.09714273647235447, "mask_rcnn/false_positive": 0.13801282411078553, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.0, "time": 0.7265560943633318, "total_loss": 1.6002676184762095} {"data_time": 0.010033818893134594, "eta_seconds": 79685.03042304795, "iteration": 160159, "loss_fcos_cls": 0.2533104903995991, "loss_fcos_ctr": 0.6183099495247006, "loss_fcos_loc": 0.19237617985345423, "loss_mask": 0.27031890768557787, "loss_maskiou": 0.005785375426057726, "loss_sem_seg": 0.24575797957368195, "lr": 0.01, "mask_rcnn/accuracy": 0.8719029017857143, "mask_rcnn/false_negative": 0.11723938292217466, "mask_rcnn/false_positive": 0.14606377129139797, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.5, "time": 0.7246347768232226, "total_loss": 1.5887016792839859} {"data_time": 0.010856885462999344, "eta_seconds": 79583.48897955101, "iteration": 160179, "loss_fcos_cls": 0.2515330193564296, "loss_fcos_ctr": 0.6191650908440351, "loss_fcos_loc": 0.19125493930187076, "loss_mask": 0.2596076801419258, "loss_maskiou": 0.005461169057525694, "loss_sem_seg": 0.2664474088232964, "lr": 0.01, "mask_rcnn/accuracy": 0.872499209151612, "mask_rcnn/false_negative": 0.11337675295136432, "mask_rcnn/false_positive": 0.1389666427917034, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.75, "time": 0.7161840135231614, "total_loss": 1.6171407526999246} {"data_time": 0.009792649187147617, "eta_seconds": 79614.07276192214, "iteration": 160199, "loss_fcos_cls": 0.2699829253833741, "loss_fcos_ctr": 0.6154596926644444, "loss_fcos_loc": 0.18051464390009642, "loss_mask": 0.24373741215094924, "loss_maskiou": 0.005175537597096991, "loss_sem_seg": 0.313475183211267, "lr": 0.01, "mask_rcnn/accuracy": 0.8765556791333963, "mask_rcnn/false_negative": 0.08636210159576971, "mask_rcnn/false_positive": 0.15451256248970235, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7467792928218842, "total_loss": 1.6444976760394638} {"data_time": 0.00918628927320242, "eta_seconds": 79599.57124139648, "iteration": 160219, "loss_fcos_cls": 0.28210488287732005, "loss_fcos_ctr": 0.6203156551346183, "loss_fcos_loc": 0.1881742523983121, "loss_mask": 0.24980123806744814, "loss_maskiou": 0.00597282617673045, "loss_sem_seg": 0.33185112988576293, "lr": 0.01, "mask_rcnn/accuracy": 0.8965882202683444, "mask_rcnn/false_negative": 0.1031104364348, "mask_rcnn/false_positive": 0.10214163244091562, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 41.5, "time": 0.7281687585636973, "total_loss": 1.6674738913025067} {"data_time": 0.010280918329954147, "eta_seconds": 79614.8629931258, "iteration": 160239, "loss_fcos_cls": 0.2670517477672547, "loss_fcos_ctr": 0.6200121305882931, "loss_fcos_loc": 0.19576591718941927, "loss_mask": 0.26515913754701614, "loss_maskiou": 0.005428199641755782, "loss_sem_seg": 0.31057706382125616, "lr": 0.01, "mask_rcnn/accuracy": 0.8779530627452173, "mask_rcnn/false_negative": 0.08952665892358225, "mask_rcnn/false_positive": 0.14765350599725047, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.7362806210294366, "total_loss": 1.6824422564532142} {"data_time": 0.01044387836009264, "eta_seconds": 79599.66095260158, "iteration": 160259, "loss_fcos_cls": 0.2546022613532841, "loss_fcos_ctr": 0.6181349772959948, "loss_fcos_loc": 0.19693391455803066, "loss_mask": 0.26319158961996436, "loss_maskiou": 0.007281384911038913, "loss_sem_seg": 0.3124412512406707, "lr": 0.01, "mask_rcnn/accuracy": 0.8853505125826555, "mask_rcnn/false_negative": 0.08996172988167175, "mask_rcnn/false_positive": 0.1394888034102308, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.25, "time": 0.7346308026462793, "total_loss": 1.6666595484421123} {"data_time": 0.010463401675224304, "eta_seconds": 79550.0533612147, "iteration": 160279, "loss_fcos_cls": 0.25905915279872715, "loss_fcos_ctr": 0.6196465194225311, "loss_fcos_loc": 0.19649008742999285, "loss_mask": 0.27595918253064156, "loss_maskiou": 0.005599066957074683, "loss_sem_seg": 0.2853136300109327, "lr": 0.01, "mask_rcnn/accuracy": 0.8753968297006018, "mask_rcnn/false_negative": 0.11071877900843896, "mask_rcnn/false_positive": 0.13098033026613873, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.75, "time": 0.7447480922564864, "total_loss": 1.6621460290480172} {"data_time": 0.010090392082929611, "eta_seconds": 79540.64197812136, "iteration": 160299, "loss_fcos_cls": 0.2608190062455833, "loss_fcos_ctr": 0.6191474013030529, "loss_fcos_loc": 0.19008537428453565, "loss_mask": 0.2469849046319723, "loss_maskiou": 0.005025852038670564, "loss_sem_seg": 0.27755141630768776, "lr": 0.01, "mask_rcnn/accuracy": 0.8675452257211669, "mask_rcnn/false_negative": 0.08761495031559438, "mask_rcnn/false_positive": 0.1460029571865984, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.0, "time": 0.7409421633929014, "total_loss": 1.613634606321284} {"data_time": 0.009384733624756336, "eta_seconds": 79565.4616276538, "iteration": 160319, "loss_fcos_cls": 0.24556275457143784, "loss_fcos_ctr": 0.6183284022845328, "loss_fcos_loc": 0.18324100715108216, "loss_mask": 0.2642690842039883, "loss_maskiou": 0.005141209170687944, "loss_sem_seg": 0.26955374982208014, "lr": 0.01, "mask_rcnn/accuracy": 0.8815602675285161, "mask_rcnn/false_negative": 0.10243820857128129, "mask_rcnn/false_positive": 0.15172876669467256, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.5, "time": 0.7122691702097654, "total_loss": 1.5869197199972405} {"data_time": 0.010062992572784424, "eta_seconds": 79609.86022605188, "iteration": 160339, "loss_fcos_cls": 0.25011868635192513, "loss_fcos_ctr": 0.6181791531853378, "loss_fcos_loc": 0.19291248847730458, "loss_mask": 0.2553136320784688, "loss_maskiou": 0.005514348733413499, "loss_sem_seg": 0.25884706526994705, "lr": 0.01, "mask_rcnn/accuracy": 0.8920105988824101, "mask_rcnn/false_negative": 0.08307091095654826, "mask_rcnn/false_positive": 0.1536752548248621, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7432585144415498, "total_loss": 1.5503565870967577} {"data_time": 0.011141247116029263, "eta_seconds": 79507.61656649318, "iteration": 160359, "loss_fcos_cls": 0.25313194934278727, "loss_fcos_ctr": 0.6193721033632755, "loss_fcos_loc": 0.19216698338277638, "loss_mask": 0.2701473203487694, "loss_maskiou": 0.005794895645522047, "loss_sem_seg": 0.3148599893320352, "lr": 0.01, "mask_rcnn/accuracy": 0.8886181510647737, "mask_rcnn/false_negative": 0.09053190340520609, "mask_rcnn/false_positive": 0.13485089147647106, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7156237447634339, "total_loss": 1.6592293854992022} {"data_time": 0.009360825642943382, "eta_seconds": 79482.63656925317, "iteration": 160379, "loss_fcos_cls": 0.2519966249819845, "loss_fcos_ctr": 0.6179686207324266, "loss_fcos_loc": 0.17779400828294456, "loss_mask": 0.2586054941639304, "loss_maskiou": 0.005477714570588432, "loss_sem_seg": 0.2934027351438999, "lr": 0.01, "mask_rcnn/accuracy": 0.8896456511175899, "mask_rcnn/false_negative": 0.0832253878146584, "mask_rcnn/false_positive": 0.12658186344296785, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7198535306379199, "total_loss": 1.6305777334673621} {"data_time": 0.01045366283506155, "eta_seconds": 79341.69139552023, "iteration": 160399, "loss_fcos_cls": 0.24515643634367734, "loss_fcos_ctr": 0.6155728548765182, "loss_fcos_loc": 0.1845009357202798, "loss_mask": 0.2607592986896634, "loss_maskiou": 0.0054567453771596774, "loss_sem_seg": 0.2619938359130174, "lr": 0.01, "mask_rcnn/accuracy": 0.8785828282755748, "mask_rcnn/false_negative": 0.0965065932844285, "mask_rcnn/false_positive": 0.1296821949115125, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.25, "time": 0.7036067610606551, "total_loss": 1.5970574142120313} {"data_time": 0.009854031726717949, "eta_seconds": 79338.556558826, "iteration": 160419, "loss_fcos_cls": 0.2574356289114803, "loss_fcos_ctr": 0.6200740607455373, "loss_fcos_loc": 0.1911312178708613, "loss_mask": 0.25191957224160433, "loss_maskiou": 0.005669823658536188, "loss_sem_seg": 0.24700492154806852, "lr": 0.01, "mask_rcnn/accuracy": 0.8878075396825398, "mask_rcnn/false_negative": 0.12827999576115828, "mask_rcnn/false_positive": 0.12919440427847098, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.75, "time": 0.7383649628609419, "total_loss": 1.5766709822419216} {"data_time": 0.009357779286801815, "eta_seconds": 79460.44959773775, "iteration": 160439, "loss_fcos_cls": 0.25291205616667867, "loss_fcos_ctr": 0.62021938059479, "loss_fcos_loc": 0.19446280389092863, "loss_mask": 0.2521114065311849, "loss_maskiou": 0.005195883801206946, "loss_sem_seg": 0.26343075884506106, "lr": 0.01, "mask_rcnn/accuracy": 0.8965387291280149, "mask_rcnn/false_negative": 0.10648363361062022, "mask_rcnn/false_positive": 0.11834194921765814, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 22.25, "time": 0.7333418978378177, "total_loss": 1.5903672095155343} {"data_time": 0.009586201049387455, "eta_seconds": 79435.10024817567, "iteration": 160459, "loss_fcos_cls": 0.25065856776200235, "loss_fcos_ctr": 0.6189488107338548, "loss_fcos_loc": 0.1865627309307456, "loss_mask": 0.2614758713170886, "loss_maskiou": 0.006047477341780905, "loss_sem_seg": 0.2668364178389311, "lr": 0.01, "mask_rcnn/accuracy": 0.8746683989092079, "mask_rcnn/false_negative": 0.08705123008807267, "mask_rcnn/false_positive": 0.13844391859874883, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7049963297322392, "total_loss": 1.6026417065986607} {"data_time": 0.010359453037381172, "eta_seconds": 79406.83543220256, "iteration": 160479, "loss_fcos_cls": 0.24492566764820367, "loss_fcos_ctr": 0.6160816811025143, "loss_fcos_loc": 0.1810153794940561, "loss_mask": 0.26031752582639456, "loss_maskiou": 0.005702939895854797, "loss_sem_seg": 0.27806638996116817, "lr": 0.01, "mask_rcnn/accuracy": 0.8881352204640489, "mask_rcnn/false_negative": 0.09684298739565747, "mask_rcnn/false_positive": 0.13253591775018536, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.5, "time": 0.7070701317861676, "total_loss": 1.556305289039301} {"data_time": 0.009943611919879913, "eta_seconds": 79406.09372084867, "iteration": 160499, "loss_fcos_cls": 0.2501464768429287, "loss_fcos_ctr": 0.6213308116421103, "loss_fcos_loc": 0.19119460321962833, "loss_mask": 0.273220160510391, "loss_maskiou": 0.005609348896541633, "loss_sem_seg": 0.291573622263968, "lr": 0.01, "mask_rcnn/accuracy": 0.8866257368384142, "mask_rcnn/false_negative": 0.09569472166629357, "mask_rcnn/false_positive": 0.1280606618592948, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.7399828461930156, "total_loss": 1.6590227348860935} {"data_time": 0.0101219667121768, "eta_seconds": 79420.37640482094, "iteration": 160519, "loss_fcos_cls": 0.24777380865998566, "loss_fcos_ctr": 0.6204848615452647, "loss_fcos_loc": 0.20195541705470532, "loss_mask": 0.27050045505166054, "loss_maskiou": 0.005773760887677781, "loss_sem_seg": 0.26592519087716937, "lr": 0.01, "mask_rcnn/accuracy": 0.8806604853479854, "mask_rcnn/false_negative": 0.10009299128271953, "mask_rcnn/false_positive": 0.15088823973035015, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.730986824259162, "total_loss": 1.617487798896036} {"data_time": 0.009345789439976215, "eta_seconds": 79363.3331803428, "iteration": 160539, "loss_fcos_cls": 0.2363906162790954, "loss_fcos_ctr": 0.6204582192003727, "loss_fcos_loc": 0.1965089375153184, "loss_mask": 0.2705421932041645, "loss_maskiou": 0.005212550331634702, "loss_sem_seg": 0.28348501678556204, "lr": 0.01, "mask_rcnn/accuracy": 0.8975792356767864, "mask_rcnn/false_negative": 0.08823973414293493, "mask_rcnn/false_positive": 0.11202676475061336, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 23.0, "time": 0.7225849330425262, "total_loss": 1.6134211436874466} {"data_time": 0.009711169637739658, "eta_seconds": 79379.89892743435, "iteration": 160559, "loss_fcos_cls": 0.23446994100231677, "loss_fcos_ctr": 0.6175074856728315, "loss_fcos_loc": 0.1779606700874865, "loss_mask": 0.26432801876217127, "loss_maskiou": 0.004918462684145197, "loss_sem_seg": 0.2800930864177644, "lr": 0.01, "mask_rcnn/accuracy": 0.8769073234884015, "mask_rcnn/false_negative": 0.10372309076585301, "mask_rcnn/false_positive": 0.1585426072519049, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7413396537303925, "total_loss": 1.5604077414536732} {"data_time": 0.011006931774318218, "eta_seconds": 79279.20090877078, "iteration": 160579, "loss_fcos_cls": 0.2466654332820326, "loss_fcos_ctr": 0.6222520647570491, "loss_fcos_loc": 0.18703650042880327, "loss_mask": 0.2646180773153901, "loss_maskiou": 0.005617932820314309, "loss_sem_seg": 0.30796119128353894, "lr": 0.01, "mask_rcnn/accuracy": 0.8896266310196395, "mask_rcnn/false_negative": 0.0939032849867153, "mask_rcnn/false_positive": 0.1299790348965485, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7084969710558653, "total_loss": 1.642605371423997} {"data_time": 0.00996283907443285, "eta_seconds": 79188.89005237352, "iteration": 160599, "loss_fcos_cls": 0.25460463017225266, "loss_fcos_ctr": 0.6181578487157822, "loss_fcos_loc": 0.19405346282292157, "loss_mask": 0.27084204461425543, "loss_maskiou": 0.005655997207213659, "loss_sem_seg": 0.27265867544338107, "lr": 0.01, "mask_rcnn/accuracy": 0.8616622938444605, "mask_rcnn/false_negative": 0.10897141817244117, "mask_rcnn/false_positive": 0.15808732447774626, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7084058932960033, "total_loss": 1.6089796927917632} {"data_time": 0.009730083867907524, "eta_seconds": 79162.51382041723, "iteration": 160619, "loss_fcos_cls": 0.25278624845668674, "loss_fcos_ctr": 0.6209741085767746, "loss_fcos_loc": 0.19582689111121, "loss_mask": 0.2566753253340721, "loss_maskiou": 0.005493957660291926, "loss_sem_seg": 0.3045227765105665, "lr": 0.01, "mask_rcnn/accuracy": 0.8840136326617716, "mask_rcnn/false_negative": 0.09613518652237196, "mask_rcnn/false_positive": 0.13649370853415152, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.73025316093117, "total_loss": 1.6136966542544542} {"data_time": 0.010262721218168736, "eta_seconds": 79159.93642670196, "iteration": 160639, "loss_fcos_cls": 0.24213393265381455, "loss_fcos_ctr": 0.6156671503558755, "loss_fcos_loc": 0.19029813341330737, "loss_mask": 0.2630158052779734, "loss_maskiou": 0.005360523042327259, "loss_sem_seg": 0.28894833917729557, "lr": 0.01, "mask_rcnn/accuracy": 0.8884102318812139, "mask_rcnn/false_negative": 0.0766094338373863, "mask_rcnn/false_positive": 0.1482613218835605, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.0, "time": 0.7278232108801603, "total_loss": 1.5958799127765815} {"data_time": 0.009501826949417591, "eta_seconds": 79164.79237001482, "iteration": 160659, "loss_fcos_cls": 0.24809925281442702, "loss_fcos_ctr": 0.6209975248202682, "loss_fcos_loc": 0.19511940889060497, "loss_mask": 0.273118345066905, "loss_maskiou": 0.005342814256437123, "loss_sem_seg": 0.30444149393588305, "lr": 0.01, "mask_rcnn/accuracy": 0.8823666062336885, "mask_rcnn/false_negative": 0.08222351845439271, "mask_rcnn/false_positive": 0.14195230998509686, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.0, "time": 0.735805899836123, "total_loss": 1.6286029740658705} {"data_time": 0.009924173355102539, "eta_seconds": 79206.74753975682, "iteration": 160679, "loss_fcos_cls": 0.2530500483699143, "loss_fcos_ctr": 0.6170899821445346, "loss_fcos_loc": 0.18884878000244498, "loss_mask": 0.2625323901884258, "loss_maskiou": 0.005304151854943484, "loss_sem_seg": 0.2907220348715782, "lr": 0.01, "mask_rcnn/accuracy": 0.8715257737710469, "mask_rcnn/false_negative": 0.1162723020927749, "mask_rcnn/false_positive": 0.13824300482455432, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.740938707254827, "total_loss": 1.6155659252544865} {"data_time": 0.009472068399190903, "eta_seconds": 79192.25686595403, "iteration": 160699, "loss_fcos_cls": 0.25225517549552023, "loss_fcos_ctr": 0.6175244813784957, "loss_fcos_loc": 0.19259840284939855, "loss_mask": 0.2595782233402133, "loss_maskiou": 0.0050417916136211716, "loss_sem_seg": 0.2708464930765331, "lr": 0.01, "mask_rcnn/accuracy": 0.8955867346938775, "mask_rcnn/false_negative": 0.08450381936965354, "mask_rcnn/false_positive": 0.11169212424352376, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.0, "time": 0.7198082879185677, "total_loss": 1.5873156456073048} {"data_time": 0.0093569066375494, "eta_seconds": 79255.18566572294, "iteration": 160719, "loss_fcos_cls": 0.2570290493313223, "loss_fcos_ctr": 0.6219894336536527, "loss_fcos_loc": 0.20147087867371738, "loss_mask": 0.26524021616205573, "loss_maskiou": 0.005735216618631966, "loss_sem_seg": 0.27885345788672566, "lr": 0.01, "mask_rcnn/accuracy": 0.8884612734816357, "mask_rcnn/false_negative": 0.10209678753584367, "mask_rcnn/false_positive": 0.15085462779898587, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7288372712209821, "total_loss": 1.6339493178529665} {"data_time": 0.009050910361111164, "eta_seconds": 79322.06239347719, "iteration": 160739, "loss_fcos_cls": 0.24030733620747924, "loss_fcos_ctr": 0.6202428080141544, "loss_fcos_loc": 0.19094734243117273, "loss_mask": 0.26004111487418413, "loss_maskiou": 0.005512099574843887, "loss_sem_seg": 0.2649623383767903, "lr": 0.01, "mask_rcnn/accuracy": 0.8873201908795864, "mask_rcnn/false_negative": 0.10383387719381301, "mask_rcnn/false_positive": 0.12570666023007232, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.0, "time": 0.7373839374631643, "total_loss": 1.5952849384775618} {"data_time": 0.010764172300696373, "eta_seconds": 79307.54265406542, "iteration": 160759, "loss_fcos_cls": 0.24744035868206993, "loss_fcos_ctr": 0.6210474479012191, "loss_fcos_loc": 0.19652347266674042, "loss_mask": 0.26457659015432, "loss_maskiou": 0.005646880323183723, "loss_sem_seg": 0.2637959865387529, "lr": 0.01, "mask_rcnn/accuracy": 0.8898930850255735, "mask_rcnn/false_negative": 0.07433499789299486, "mask_rcnn/false_positive": 0.12007447220963591, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 23.25, "time": 0.7280037980526686, "total_loss": 1.6162866131198825} {"data_time": 0.009794238023459911, "eta_seconds": 79330.19668585248, "iteration": 160779, "loss_fcos_cls": 0.23413922148756683, "loss_fcos_ctr": 0.6228947583585978, "loss_fcos_loc": 0.19584469718392938, "loss_mask": 0.26910334825515747, "loss_maskiou": 0.0053608716480084695, "loss_sem_seg": 0.23595048231072724, "lr": 0.01, "mask_rcnn/accuracy": 0.8988870686971043, "mask_rcnn/false_negative": 0.06174199528715854, "mask_rcnn/false_positive": 0.14013310830457978, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.25, "time": 0.750503545626998, "total_loss": 1.593522870036395} {"data_time": 0.009802889078855515, "eta_seconds": 79278.50317524187, "iteration": 160799, "loss_fcos_cls": 0.24397319392301142, "loss_fcos_ctr": 0.6189805008471012, "loss_fcos_loc": 0.19646693277172744, "loss_mask": 0.2675453471019864, "loss_maskiou": 0.005595585855189711, "loss_sem_seg": 0.29027889715507627, "lr": 0.01, "mask_rcnn/accuracy": 0.8674548576261105, "mask_rcnn/false_negative": 0.09631036339164285, "mask_rcnn/false_positive": 0.18389324938837404, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7198946652933955, "total_loss": 1.602661914734199} {"data_time": 0.010844231583178043, "eta_seconds": 79263.9834358301, "iteration": 160819, "loss_fcos_cls": 0.25025557400658727, "loss_fcos_ctr": 0.6174307046458125, "loss_fcos_loc": 0.18703976832330227, "loss_mask": 0.25973921176046133, "loss_maskiou": 0.005738363193813711, "loss_sem_seg": 0.267249571159482, "lr": 0.01, "mask_rcnn/accuracy": 0.9027765123906706, "mask_rcnn/false_negative": 0.08617518729592524, "mask_rcnn/false_positive": 0.11627696302772164, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7355291498824954, "total_loss": 1.582565351491212} {"data_time": 0.009366716258227825, "eta_seconds": 79238.56520285178, "iteration": 160839, "loss_fcos_cls": 0.23347393493168056, "loss_fcos_ctr": 0.6210417933762074, "loss_fcos_loc": 0.19569482351653278, "loss_mask": 0.2567639835178852, "loss_maskiou": 0.00543320565338945, "loss_sem_seg": 0.27009490178897977, "lr": 0.01, "mask_rcnn/accuracy": 0.8856808917899144, "mask_rcnn/false_negative": 0.09042898929883594, "mask_rcnn/false_positive": 0.13559601374604832, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.75, "time": 0.7231553560122848, "total_loss": 1.5845935437100707} {"data_time": 0.010214215144515038, "eta_seconds": 79224.04746021423, "iteration": 160859, "loss_fcos_cls": 0.23984539601951838, "loss_fcos_ctr": 0.618041624315083, "loss_fcos_loc": 0.1854068438988179, "loss_mask": 0.2534745573066175, "loss_maskiou": 0.005145934890606441, "loss_sem_seg": 0.268512895796448, "lr": 0.01, "mask_rcnn/accuracy": 0.8934581043956045, "mask_rcnn/false_negative": 0.08576427873315969, "mask_rcnn/false_positive": 0.12026520411866277, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.5, "time": 0.7134206537157297, "total_loss": 1.5729011279181577} {"data_time": 0.010175892151892185, "eta_seconds": 79238.08137476351, "iteration": 160879, "loss_fcos_cls": 0.2533318812493235, "loss_fcos_ctr": 0.6236994042992592, "loss_fcos_loc": 0.19436307455180213, "loss_mask": 0.26506648026406765, "loss_maskiou": 0.005642957621603273, "loss_sem_seg": 0.27955178380943835, "lr": 0.01, "mask_rcnn/accuracy": 0.9020077764497407, "mask_rcnn/false_negative": 0.0821370313778366, "mask_rcnn/false_positive": 0.12988959970384117, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.25, "time": 0.7284899596124887, "total_loss": 1.6208780787274009} {"data_time": 0.009834409691393375, "eta_seconds": 79267.99645113386, "iteration": 160899, "loss_fcos_cls": 0.2458494622260332, "loss_fcos_ctr": 0.6168660828843713, "loss_fcos_loc": 0.1789824953302741, "loss_mask": 0.2649061204865575, "loss_maskiou": 0.005629834453429794, "loss_sem_seg": 0.2583265323191881, "lr": 0.01, "mask_rcnn/accuracy": 0.8861982332117799, "mask_rcnn/false_negative": 0.10091374872181802, "mask_rcnn/false_positive": 0.14645640896358914, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.0, "time": 0.7293527442961931, "total_loss": 1.5877299961248355} {"data_time": 0.010276651941239834, "eta_seconds": 79288.78782920912, "iteration": 160919, "loss_fcos_cls": 0.24318245169706643, "loss_fcos_ctr": 0.6169554134830832, "loss_fcos_loc": 0.18224534566979855, "loss_mask": 0.2612227932550013, "loss_maskiou": 0.0058458284183871, "loss_sem_seg": 0.26724797079805285, "lr": 0.01, "mask_rcnn/accuracy": 0.8884428237106808, "mask_rcnn/false_negative": 0.09369796088110746, "mask_rcnn/false_positive": 0.12282994719572361, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 26.75, "time": 0.7231131158769131, "total_loss": 1.5812147386895958} {"data_time": 0.011138702742755413, "eta_seconds": 79315.60302363336, "iteration": 160939, "loss_fcos_cls": 0.2488828944042325, "loss_fcos_ctr": 0.6202730741351843, "loss_fcos_loc": 0.18877321516629308, "loss_mask": 0.2639682786539197, "loss_maskiou": 0.005687439006578643, "loss_sem_seg": 0.29950192221440375, "lr": 0.01, "mask_rcnn/accuracy": 0.8803110227141704, "mask_rcnn/false_negative": 0.0938759691726513, "mask_rcnn/false_positive": 0.15038382413019602, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7358600329607725, "total_loss": 1.5994547029185924} {"data_time": 0.010094734840095043, "eta_seconds": 79380.07602613326, "iteration": 160959, "loss_fcos_cls": 0.2479136741021648, "loss_fcos_ctr": 0.6179073783569038, "loss_fcos_loc": 0.19241395953577012, "loss_mask": 0.26364017371088266, "loss_maskiou": 0.004979252233169973, "loss_sem_seg": 0.2615818683989346, "lr": 0.01, "mask_rcnn/accuracy": 0.8888881350412505, "mask_rcnn/false_negative": 0.09925259888363958, "mask_rcnn/false_positive": 0.12324310165516225, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.0, "time": 0.7319742199033499, "total_loss": 1.5964062928487692} {"data_time": 0.011433450505137444, "eta_seconds": 79402.00056371279, "iteration": 160979, "loss_fcos_cls": 0.25838866317644715, "loss_fcos_ctr": 0.62103255931288, "loss_fcos_loc": 0.19187993579544127, "loss_mask": 0.26196780428290367, "loss_maskiou": 0.005060965602751821, "loss_sem_seg": 0.2828340302221477, "lr": 0.01, "mask_rcnn/accuracy": 0.8659863146386374, "mask_rcnn/false_negative": 0.09586946202497948, "mask_rcnn/false_positive": 0.13108944553492147, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.0, "time": 0.72835798189044, "total_loss": 1.6123263454501284} {"data_time": 0.00971790961921215, "eta_seconds": 79428.5396866966, "iteration": 160999, "loss_fcos_cls": 0.23995621735230088, "loss_fcos_ctr": 0.6181121245026588, "loss_fcos_loc": 0.1902592924889177, "loss_mask": 0.2588736363686621, "loss_maskiou": 0.005129088145622518, "loss_sem_seg": 0.27260653860867023, "lr": 0.01, "mask_rcnn/accuracy": 0.8692304363685365, "mask_rcnn/false_negative": 0.09565853381879325, "mask_rcnn/false_positive": 0.12965473879155026, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7491481686010957, "total_loss": 1.6032937070267508} {"data_time": 0.010158317163586617, "eta_seconds": 79397.40256821737, "iteration": 161019, "loss_fcos_cls": 0.23857255605980754, "loss_fcos_ctr": 0.619150091893971, "loss_fcos_loc": 0.18244183307979256, "loss_mask": 0.25860990257933736, "loss_maskiou": 0.0058912730164593086, "loss_sem_seg": 0.23264890117570758, "lr": 0.01, "mask_rcnn/accuracy": 0.8864994371157232, "mask_rcnn/false_negative": 0.0973285661873074, "mask_rcnn/false_positive": 0.1018789182836809, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.7207543468102813, "total_loss": 1.5790779572125757} {"data_time": 0.010387162677943707, "eta_seconds": 79385.15899035521, "iteration": 161039, "loss_fcos_cls": 0.2392050048802048, "loss_fcos_ctr": 0.6186367236077785, "loss_fcos_loc": 0.19326129090040922, "loss_mask": 0.2568174134939909, "loss_maskiou": 0.006040503867552616, "loss_sem_seg": 0.2677020439878106, "lr": 0.01, "mask_rcnn/accuracy": 0.8941636102028662, "mask_rcnn/false_negative": 0.08912871274448725, "mask_rcnn/false_positive": 0.11171483815432337, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7303506517782807, "total_loss": 1.6069295168854296} {"data_time": 0.010171928443014622, "eta_seconds": 79404.37452348229, "iteration": 161059, "loss_fcos_cls": 0.24860270391218364, "loss_fcos_ctr": 0.6196084562689066, "loss_fcos_loc": 0.19125400600023568, "loss_mask": 0.28003191109746695, "loss_maskiou": 0.0052782696729991585, "loss_sem_seg": 0.27315340284258127, "lr": 0.01, "mask_rcnn/accuracy": 0.8964820355052321, "mask_rcnn/false_negative": 0.0752274384335285, "mask_rcnn/false_positive": 0.13662259472024726, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7309901379048824, "total_loss": 1.6074691419053124} {"data_time": 0.009661931544542313, "eta_seconds": 79429.59399078134, "iteration": 161079, "loss_fcos_cls": 0.24560244218446314, "loss_fcos_ctr": 0.6189699932001531, "loss_fcos_loc": 0.1854143269592896, "loss_mask": 0.2539411033503711, "loss_maskiou": 0.00541789413546212, "loss_sem_seg": 0.29063683841377497, "lr": 0.01, "mask_rcnn/accuracy": 0.8927380374900384, "mask_rcnn/false_negative": 0.08171342154728937, "mask_rcnn/false_positive": 0.1262807238061421, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.7311000907793641, "total_loss": 1.6050551469688799} {"data_time": 0.010264265350997448, "eta_seconds": 79466.56602170411, "iteration": 161099, "loss_fcos_cls": 0.25374730001203716, "loss_fcos_ctr": 0.6216062875464559, "loss_fcos_loc": 0.20044890663120896, "loss_mask": 0.2734983917325735, "loss_maskiou": 0.005992193837300874, "loss_sem_seg": 0.29892273526638746, "lr": 0.01, "mask_rcnn/accuracy": 0.8720093150896722, "mask_rcnn/false_negative": 0.08694716299760102, "mask_rcnn/false_positive": 0.1579553684572878, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7387964809313416, "total_loss": 1.6527896027691895} {"data_time": 0.010915951803326607, "eta_seconds": 79464.04462311324, "iteration": 161119, "loss_fcos_cls": 0.24399889539927244, "loss_fcos_ctr": 0.6190244345925748, "loss_fcos_loc": 0.18410022417083383, "loss_mask": 0.2605363316833973, "loss_maskiou": 0.005308635445544496, "loss_sem_seg": 0.2506790654733777, "lr": 0.01, "mask_rcnn/accuracy": 0.8838730570668185, "mask_rcnn/false_negative": 0.10200095938564566, "mask_rcnn/false_positive": 0.14751744810653955, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.5, "time": 0.7298368038609624, "total_loss": 1.5643689923708735} {"data_time": 0.010522554628551006, "eta_seconds": 79478.6210713014, "iteration": 161139, "loss_fcos_cls": 0.2448981129564345, "loss_fcos_ctr": 0.618252077139914, "loss_fcos_loc": 0.18324361889972351, "loss_mask": 0.26405374705791473, "loss_maskiou": 0.006015967694111168, "loss_sem_seg": 0.26844892371445894, "lr": 0.01, "mask_rcnn/accuracy": 0.8785322773414801, "mask_rcnn/false_negative": 0.08651313084718947, "mask_rcnn/false_positive": 0.16056526892502704, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.5, "time": 0.7315478911623359, "total_loss": 1.6050083439076843} {"data_time": 0.009104584343731403, "eta_seconds": 79464.01921736449, "iteration": 161159, "loss_fcos_cls": 0.24140363815240562, "loss_fcos_ctr": 0.617443666793406, "loss_fcos_loc": 0.18407302151899785, "loss_mask": 0.25392320891842246, "loss_maskiou": 0.005916574853472412, "loss_sem_seg": 0.24289111699908972, "lr": 0.01, "mask_rcnn/accuracy": 0.8926805562041751, "mask_rcnn/false_negative": 0.10032795734990166, "mask_rcnn/false_positive": 0.13230451209922725, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.25, "time": 0.7289834888651967, "total_loss": 1.566017655786709} {"data_time": 0.009683743119239807, "eta_seconds": 79458.8436901141, "iteration": 161179, "loss_fcos_cls": 0.23389486921951175, "loss_fcos_ctr": 0.6197466654703021, "loss_fcos_loc": 0.18814227695111185, "loss_mask": 0.25339768128469586, "loss_maskiou": 0.005263988336082548, "loss_sem_seg": 0.2664177594706416, "lr": 0.01, "mask_rcnn/accuracy": 0.887185295526461, "mask_rcnn/false_negative": 0.07962780823409289, "mask_rcnn/false_positive": 0.13882764114749735, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7254173718392849, "total_loss": 1.5789781543135177} {"data_time": 0.009944294579327106, "eta_seconds": 79412.79097954463, "iteration": 161199, "loss_fcos_cls": 0.25780096743255854, "loss_fcos_ctr": 0.6207281060051173, "loss_fcos_loc": 0.20156795321963727, "loss_mask": 0.27676690137013793, "loss_maskiou": 0.006234900931303855, "loss_sem_seg": 0.2976638884283602, "lr": 0.01, "mask_rcnn/accuracy": 0.8755434941345781, "mask_rcnn/false_negative": 0.09988170846153607, "mask_rcnn/false_positive": 0.12272128512291927, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7211413821205497, "total_loss": 1.660056582877587} {"data_time": 0.010258075781166553, "eta_seconds": 79435.6097667981, "iteration": 161219, "loss_fcos_cls": 0.2511952742934227, "loss_fcos_ctr": 0.6165237715467811, "loss_fcos_loc": 0.18197959917597473, "loss_mask": 0.24766811914741993, "loss_maskiou": 0.0052320965769467875, "loss_sem_seg": 0.27958761248737574, "lr": 0.01, "mask_rcnn/accuracy": 0.8982531515816599, "mask_rcnn/false_negative": 0.08750516960263255, "mask_rcnn/false_positive": 0.11228368173878298, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.75, "time": 0.7357797957956791, "total_loss": 1.5747109813964926} {"data_time": 0.010395962744951248, "eta_seconds": 79409.71633880027, "iteration": 161239, "loss_fcos_cls": 0.24181224562926218, "loss_fcos_ctr": 0.6168608721345663, "loss_fcos_loc": 0.18336735700722784, "loss_mask": 0.268400888890028, "loss_maskiou": 0.005860755349203828, "loss_sem_seg": 0.287052717525512, "lr": 0.01, "mask_rcnn/accuracy": 0.8712349555206698, "mask_rcnn/false_negative": 0.08261275147241022, "mask_rcnn/false_positive": 0.1593858288003577, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7278754143044353, "total_loss": 1.5866475093062036} {"data_time": 0.009805511683225632, "eta_seconds": 79368.99756350275, "iteration": 161259, "loss_fcos_cls": 0.238849937915802, "loss_fcos_ctr": 0.6184992827475071, "loss_fcos_loc": 0.1895115887746215, "loss_mask": 0.260644240770489, "loss_maskiou": 0.00533013650419889, "loss_sem_seg": 0.2411780939437449, "lr": 0.01, "mask_rcnn/accuracy": 0.8717246705037527, "mask_rcnn/false_negative": 0.12119218280680066, "mask_rcnn/false_positive": 0.12599426087151616, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.75, "time": 0.6932605411857367, "total_loss": 1.5521610679716105} {"data_time": 0.010362387634813786, "eta_seconds": 79273.00991435628, "iteration": 161279, "loss_fcos_cls": 0.23720118682831526, "loss_fcos_ctr": 0.6222345069982111, "loss_fcos_loc": 0.19312862516380847, "loss_mask": 0.2621694868430495, "loss_maskiou": 0.005559658973652404, "loss_sem_seg": 0.2597928252071142, "lr": 0.01, "mask_rcnn/accuracy": 0.8797789115646258, "mask_rcnn/false_negative": 0.09693375649669306, "mask_rcnn/false_positive": 0.12674707683680744, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 32.5, "time": 0.7162890136241913, "total_loss": 1.585058831344213} {"data_time": 0.010876663960516453, "eta_seconds": 79239.71285310853, "iteration": 161299, "loss_fcos_cls": 0.2351443525403738, "loss_fcos_ctr": 0.6154965665191412, "loss_fcos_loc": 0.1800402116496116, "loss_mask": 0.26994005031883717, "loss_maskiou": 0.005131528370839078, "loss_sem_seg": 0.26440083095803857, "lr": 0.01, "mask_rcnn/accuracy": 0.877623966253168, "mask_rcnn/false_negative": 0.09805722773790385, "mask_rcnn/false_positive": 0.12422380717510659, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.75, "time": 0.7355148289352655, "total_loss": 1.5769708009247552} {"data_time": 0.00953566376119852, "eta_seconds": 79221.35138625931, "iteration": 161319, "loss_fcos_cls": 0.23699406953528523, "loss_fcos_ctr": 0.6205037697218359, "loss_fcos_loc": 0.19800279405899346, "loss_mask": 0.2673443127423525, "loss_maskiou": 0.0055031209194567055, "loss_sem_seg": 0.27805872389581054, "lr": 0.01, "mask_rcnn/accuracy": 0.8965522355694483, "mask_rcnn/false_negative": 0.09216755145923493, "mask_rcnn/false_positive": 0.1322885988718503, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7145309327170253, "total_loss": 1.641429377716122} {"data_time": 0.009453583508729935, "eta_seconds": 79200.0208335258, "iteration": 161339, "loss_fcos_cls": 0.24818624649196863, "loss_fcos_ctr": 0.6194750163704157, "loss_fcos_loc": 0.1925731066148728, "loss_mask": 0.2619407530874014, "loss_maskiou": 0.005637197144096717, "loss_sem_seg": 0.275611694669351, "lr": 0.01, "mask_rcnn/accuracy": 0.8738952374156456, "mask_rcnn/false_negative": 0.10927579984783273, "mask_rcnn/false_positive": 0.15737387992282492, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 31.25, "time": 0.7303225742653012, "total_loss": 1.597358677201555} {"data_time": 0.00938478484749794, "eta_seconds": 79201.2573828958, "iteration": 161359, "loss_fcos_cls": 0.2408024910837412, "loss_fcos_ctr": 0.6201631110161543, "loss_fcos_loc": 0.18878392584156245, "loss_mask": 0.2687809579074383, "loss_maskiou": 0.005067485981271602, "loss_sem_seg": 0.2725101304240525, "lr": 0.01, "mask_rcnn/accuracy": 0.8966039540816326, "mask_rcnn/false_negative": 0.09465095010874526, "mask_rcnn/false_positive": 0.12998311626061948, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.5, "time": 0.734156034886837, "total_loss": 1.6021043707223726} {"data_time": 0.010274522006511688, "eta_seconds": 79181.39529367257, "iteration": 161379, "loss_fcos_cls": 0.24797067884355783, "loss_fcos_ctr": 0.6162139186635613, "loss_fcos_loc": 0.18407915998250246, "loss_mask": 0.2558086337521672, "loss_maskiou": 0.005149051488842815, "loss_sem_seg": 0.29270975396502763, "lr": 0.01, "mask_rcnn/accuracy": 0.8986985590939672, "mask_rcnn/false_negative": 0.07910453909546608, "mask_rcnn/false_positive": 0.1437313784358212, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.25, "time": 0.7202687915414572, "total_loss": 1.6047592633840395} {"data_time": 0.009521447122097015, "eta_seconds": 79185.51291571092, "iteration": 161399, "loss_fcos_cls": 0.2391065452247858, "loss_fcos_ctr": 0.6155109712854028, "loss_fcos_loc": 0.1872918508888688, "loss_mask": 0.2636733828112483, "loss_maskiou": 0.005684723786544055, "loss_sem_seg": 0.29188080644235015, "lr": 0.01, "mask_rcnn/accuracy": 0.8840291258908626, "mask_rcnn/false_negative": 0.09934715260933752, "mask_rcnn/false_positive": 0.13305547229143835, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7075396459549665, "total_loss": 1.5963056351611158} {"data_time": 0.011143139563500881, "eta_seconds": 79157.51629580185, "iteration": 161419, "loss_fcos_cls": 0.2587739718146622, "loss_fcos_ctr": 0.619625604711473, "loss_fcos_loc": 0.18851465231273323, "loss_mask": 0.2707014987245202, "loss_maskiou": 0.005307864572387189, "loss_sem_seg": 0.2956441203132272, "lr": 0.01, "mask_rcnn/accuracy": 0.8870417168522124, "mask_rcnn/false_negative": 0.08626486654194546, "mask_rcnn/false_positive": 0.13777675246211826, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.75, "time": 0.7223591674119234, "total_loss": 1.6456201621622313} {"data_time": 0.009859554469585419, "eta_seconds": 79093.73303431459, "iteration": 161439, "loss_fcos_cls": 0.2568334226962179, "loss_fcos_ctr": 0.618985440582037, "loss_fcos_loc": 0.18538012739736587, "loss_mask": 0.25751814153045416, "loss_maskiou": 0.005000148663384607, "loss_sem_seg": 0.24948010360822082, "lr": 0.01, "mask_rcnn/accuracy": 0.8877147241901093, "mask_rcnn/false_negative": 0.09695478221898918, "mask_rcnn/false_positive": 0.13137014815498016, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.5, "time": 0.7210767352953553, "total_loss": 1.5689092608663486} {"data_time": 0.010691172443330288, "eta_seconds": 79119.30052921828, "iteration": 161459, "loss_fcos_cls": 0.24807257810607553, "loss_fcos_ctr": 0.6209101611748338, "loss_fcos_loc": 0.19168283825274557, "loss_mask": 0.2855805233120918, "loss_maskiou": 0.005786741472547874, "loss_sem_seg": 0.274723838083446, "lr": 0.01, "mask_rcnn/accuracy": 0.8883077311010985, "mask_rcnn/false_negative": 0.09980895963062675, "mask_rcnn/false_positive": 0.14071037205276776, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7320374101400375, "total_loss": 1.634813204924285} {"data_time": 0.010124794207513332, "eta_seconds": 79097.9786756523, "iteration": 161479, "loss_fcos_cls": 0.2608740353025496, "loss_fcos_ctr": 0.6166837029159069, "loss_fcos_loc": 0.18657792266458273, "loss_mask": 0.25206202920526266, "loss_maskiou": 0.005048696359153837, "loss_sem_seg": 0.2635480738244951, "lr": 0.01, "mask_rcnn/accuracy": 0.8879404612722281, "mask_rcnn/false_negative": 0.09730605983093327, "mask_rcnn/false_positive": 0.13192154879439985, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7259393502026796, "total_loss": 1.5751569560502503} {"data_time": 0.010204233229160309, "eta_seconds": 79044.86885352619, "iteration": 161499, "loss_fcos_cls": 0.2623658995144069, "loss_fcos_ctr": 0.6170870889909565, "loss_fcos_loc": 0.1921873774845153, "loss_mask": 0.2693242868408561, "loss_maskiou": 0.005740394844906405, "loss_sem_seg": 0.2687850969377905, "lr": 0.01, "mask_rcnn/accuracy": 0.8805007600752673, "mask_rcnn/false_negative": 0.10882462586149558, "mask_rcnn/false_positive": 0.11508766117198399, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 34.25, "time": 0.713502231054008, "total_loss": 1.601937246756279} {"data_time": 0.009748981334269047, "eta_seconds": 78988.56086130068, "iteration": 161519, "loss_fcos_cls": 0.2424353715032339, "loss_fcos_ctr": 0.6207374446094036, "loss_fcos_loc": 0.18830172950401902, "loss_mask": 0.2621679464355111, "loss_maskiou": 0.005187550421396736, "loss_sem_seg": 0.2467947849072516, "lr": 0.01, "mask_rcnn/accuracy": 0.8795788578589331, "mask_rcnn/false_negative": 0.09851267441390377, "mask_rcnn/false_positive": 0.14162699386597907, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7125900546088815, "total_loss": 1.594128494947654} {"data_time": 0.00974920205771923, "eta_seconds": 78973.99820777401, "iteration": 161539, "loss_fcos_cls": 0.23491789982654154, "loss_fcos_ctr": 0.6178644811734557, "loss_fcos_loc": 0.18975667539052665, "loss_mask": 0.2553456579335034, "loss_maskiou": 0.005148996016941965, "loss_sem_seg": 0.2819735563825816, "lr": 0.01, "mask_rcnn/accuracy": 0.8936284908700323, "mask_rcnn/false_negative": 0.10254533089733663, "mask_rcnn/false_positive": 0.11902288732394366, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 30.25, "time": 0.7262656725943089, "total_loss": 1.6015045848907903} {"data_time": 0.010478680953383446, "eta_seconds": 78951.10136440583, "iteration": 161559, "loss_fcos_cls": 0.24026151839643717, "loss_fcos_ctr": 0.6177637996152043, "loss_fcos_loc": 0.18038617225829512, "loss_mask": 0.25570843555033207, "loss_maskiou": 0.005242828632617602, "loss_sem_seg": 0.25984443980269134, "lr": 0.01, "mask_rcnn/accuracy": 0.8963747608418368, "mask_rcnn/false_negative": 0.08855480731363041, "mask_rcnn/false_positive": 0.11709657159545339, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 29.75, "time": 0.746362297795713, "total_loss": 1.5879016458347905} {"data_time": 0.009263348765671253, "eta_seconds": 78936.54024797119, "iteration": 161579, "loss_fcos_cls": 0.2414394582156092, "loss_fcos_ctr": 0.620017041452229, "loss_fcos_loc": 0.189517134684138, "loss_mask": 0.27313596569001675, "loss_maskiou": 0.005729710230298224, "loss_sem_seg": 0.2994942693039775, "lr": 0.01, "mask_rcnn/accuracy": 0.885780142476571, "mask_rcnn/false_negative": 0.10386119495088483, "mask_rcnn/false_positive": 0.14225294647241882, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7157866898924112, "total_loss": 1.6286901880357618} {"data_time": 0.009995058178901672, "eta_seconds": 78921.97913153656, "iteration": 161599, "loss_fcos_cls": 0.2540137136820704, "loss_fcos_ctr": 0.6217527240514755, "loss_fcos_loc": 0.1914830916794017, "loss_mask": 0.2630997868254781, "loss_maskiou": 0.00582859298447147, "loss_sem_seg": 0.2786475042812526, "lr": 0.01, "mask_rcnn/accuracy": 0.8819490658582274, "mask_rcnn/false_negative": 0.0913606744993181, "mask_rcnn/false_positive": 0.12118749214501505, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.25, "time": 0.7081016898155212, "total_loss": 1.6521766618607217} {"data_time": 0.00900539755821228, "eta_seconds": 78877.54076701496, "iteration": 161619, "loss_fcos_cls": 0.2455487394472584, "loss_fcos_ctr": 0.6191542586311698, "loss_fcos_loc": 0.19409411249216646, "loss_mask": 0.26659941021353006, "loss_maskiou": 0.005421373040007893, "loss_sem_seg": 0.25740393716841936, "lr": 0.01, "mask_rcnn/accuracy": 0.8826975224122633, "mask_rcnn/false_negative": 0.08988938506486255, "mask_rcnn/false_positive": 0.15554473354988074, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.25, "time": 0.7319439938291907, "total_loss": 1.600980572431581} {"data_time": 0.009349122643470764, "eta_seconds": 78892.85689866729, "iteration": 161639, "loss_fcos_cls": 0.23922024294734, "loss_fcos_ctr": 0.6204093508422375, "loss_fcos_loc": 0.19571234472095966, "loss_mask": 0.2634354503825307, "loss_maskiou": 0.00516042565141106, "loss_sem_seg": 0.303652893519029, "lr": 0.01, "mask_rcnn/accuracy": 0.9015783155840662, "mask_rcnn/false_negative": 0.07827008355461788, "mask_rcnn/false_positive": 0.13156331449157194, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.5, "time": 0.7370043117552996, "total_loss": 1.603438722617284} {"data_time": 0.009063144214451313, "eta_seconds": 78886.62228661403, "iteration": 161659, "loss_fcos_cls": 0.2539604068733752, "loss_fcos_ctr": 0.6203815340995789, "loss_fcos_loc": 0.1915473355911672, "loss_mask": 0.2670134389773011, "loss_maskiou": 0.0060271903275861405, "loss_sem_seg": 0.24480016622692347, "lr": 0.01, "mask_rcnn/accuracy": 0.8870596036135601, "mask_rcnn/false_negative": 0.09371774399582294, "mask_rcnn/false_positive": 0.14057481214476752, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.5, "time": 0.7547459593042731, "total_loss": 1.5970761755888816} {"data_time": 0.0094067994505167, "eta_seconds": 78833.87395783234, "iteration": 161679, "loss_fcos_cls": 0.2429544252809137, "loss_fcos_ctr": 0.623759145848453, "loss_fcos_loc": 0.19457836070796475, "loss_mask": 0.266276135109365, "loss_maskiou": 0.005655908331391402, "loss_sem_seg": 0.30761362239718437, "lr": 0.01, "mask_rcnn/accuracy": 0.8976557588447016, "mask_rcnn/false_negative": 0.09341446039140591, "mask_rcnn/false_positive": 0.13778950985283495, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.75, "time": 0.7263047182932496, "total_loss": 1.6236762679473031} {"data_time": 0.009856457822024822, "eta_seconds": 78819.31835477147, "iteration": 161699, "loss_fcos_cls": 0.24218874122016132, "loss_fcos_ctr": 0.6173311676830053, "loss_fcos_loc": 0.18173778147320263, "loss_mask": 0.2693293672055006, "loss_maskiou": 0.005819532496389002, "loss_sem_seg": 0.2684155530296266, "lr": 0.01, "mask_rcnn/accuracy": 0.8708189879725475, "mask_rcnn/false_negative": 0.09878055749229293, "mask_rcnn/false_positive": 0.1474394398519911, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.7140777390450239, "total_loss": 1.5945073235125165} {"data_time": 0.010360337793827057, "eta_seconds": 78804.7627517106, "iteration": 161719, "loss_fcos_cls": 0.24619551689829677, "loss_fcos_ctr": 0.6197880478575826, "loss_fcos_loc": 0.19041036535054445, "loss_mask": 0.2711335849016905, "loss_maskiou": 0.005885066973860376, "loss_sem_seg": 0.2680396740324795, "lr": 0.01, "mask_rcnn/accuracy": 0.8758953311928219, "mask_rcnn/false_negative": 0.09646577693969577, "mask_rcnn/false_positive": 0.16622327927987107, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.25, "time": 0.7296292949467897, "total_loss": 1.5911984176673286} {"data_time": 0.009933934547007084, "eta_seconds": 78732.46324069798, "iteration": 161739, "loss_fcos_cls": 0.2469481904990971, "loss_fcos_ctr": 0.6197060626000166, "loss_fcos_loc": 0.1915649765287526, "loss_mask": 0.2605340527370572, "loss_maskiou": 0.0051381422381382436, "loss_sem_seg": 0.26629696879535913, "lr": 0.01, "mask_rcnn/accuracy": 0.8799831536388141, "mask_rcnn/false_negative": 0.08819500620302193, "mask_rcnn/false_positive": 0.14577650925816638, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7183216689154506, "total_loss": 1.6069212260481436} {"data_time": 0.010040230117738247, "eta_seconds": 78707.46761375107, "iteration": 161759, "loss_fcos_cls": 0.24340268783271313, "loss_fcos_ctr": 0.6159181548282504, "loss_fcos_loc": 0.1868315536994487, "loss_mask": 0.2670584414154291, "loss_maskiou": 0.005346461046428885, "loss_sem_seg": 0.2848268973175436, "lr": 0.01, "mask_rcnn/accuracy": 0.8884960378604446, "mask_rcnn/false_negative": 0.09934034676772678, "mask_rcnn/false_positive": 0.1268104574011188, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7234013173729181, "total_loss": 1.6211390518656117} {"data_time": 0.01041724905371666, "eta_seconds": 78647.93396229297, "iteration": 161779, "loss_fcos_cls": 0.24419503705576062, "loss_fcos_ctr": 0.6211217595264316, "loss_fcos_loc": 0.188793063047342, "loss_mask": 0.26844433322548866, "loss_maskiou": 0.005419313638412859, "loss_sem_seg": 0.26224962156265974, "lr": 0.01, "mask_rcnn/accuracy": 0.8761135733095082, "mask_rcnn/false_negative": 0.08611694646232612, "mask_rcnn/false_positive": 0.14224818965781094, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.7223568921908736, "total_loss": 1.5963954349572305} {"data_time": 0.0097960839048028, "eta_seconds": 78669.44955044612, "iteration": 161799, "loss_fcos_cls": 0.24779617344029248, "loss_fcos_ctr": 0.6201878525316715, "loss_fcos_loc": 0.19207944115623832, "loss_mask": 0.26345364563167095, "loss_maskiou": 0.0057912106640287675, "loss_sem_seg": 0.2771370024420321, "lr": 0.01, "mask_rcnn/accuracy": 0.8793849761446806, "mask_rcnn/false_negative": 0.09501419041425674, "mask_rcnn/false_positive": 0.11776171619670593, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7465045414865017, "total_loss": 1.6069980046850105} {"data_time": 0.01047053188085556, "eta_seconds": 78599.01524539199, "iteration": 161819, "loss_fcos_cls": 0.24760118196718395, "loss_fcos_ctr": 0.6169825857505202, "loss_fcos_loc": 0.18451249040663242, "loss_mask": 0.25962013099342585, "loss_maskiou": 0.005081209790660068, "loss_sem_seg": 0.26054291473701596, "lr": 0.01, "mask_rcnn/accuracy": 0.8950171186895811, "mask_rcnn/false_negative": 0.08581163022836948, "mask_rcnn/false_positive": 0.11945987665562438, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.25, "time": 0.7109305020421743, "total_loss": 1.5864931735995924} {"data_time": 0.010046728886663914, "eta_seconds": 78590.1841895245, "iteration": 161839, "loss_fcos_cls": 0.2512769685126841, "loss_fcos_ctr": 0.6193740521557629, "loss_fcos_loc": 0.20197399123571813, "loss_mask": 0.2553224992007017, "loss_maskiou": 0.005665953205607366, "loss_sem_seg": 0.2719191734213382, "lr": 0.01, "mask_rcnn/accuracy": 0.8822106545320831, "mask_rcnn/false_negative": 0.09236555831677015, "mask_rcnn/false_positive": 0.12080944927848539, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 34.0, "time": 0.7468272345140576, "total_loss": 1.6341506993121584} {"data_time": 0.009836475364863873, "eta_seconds": 78624.33532328904, "iteration": 161859, "loss_fcos_cls": 0.24700776720419526, "loss_fcos_ctr": 0.6176047502085567, "loss_fcos_loc": 0.1838556986185722, "loss_mask": 0.2652667718939483, "loss_maskiou": 0.005750318909122143, "loss_sem_seg": 0.285082355607301, "lr": 0.01, "mask_rcnn/accuracy": 0.8696766774891775, "mask_rcnn/false_negative": 0.09478045448950885, "mask_rcnn/false_positive": 0.15189046019658187, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.0, "time": 0.7207036241889, "total_loss": 1.595093525807897} {"data_time": 0.009992355480790138, "eta_seconds": 78555.42218455207, "iteration": 161879, "loss_fcos_cls": 0.2535178891848773, "loss_fcos_ctr": 0.6204864541068673, "loss_fcos_loc": 0.19308248593006283, "loss_mask": 0.26155767403542995, "loss_maskiou": 0.006874731378047727, "loss_sem_seg": 0.26635285932570696, "lr": 0.01, "mask_rcnn/accuracy": 0.887758462183609, "mask_rcnn/false_negative": 0.09637185445282109, "mask_rcnn/false_positive": 0.14000101997260528, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.0, "time": 0.7026611836627126, "total_loss": 1.599422941886587} {"data_time": 0.010775335133075714, "eta_seconds": 78489.30895101, "iteration": 161899, "loss_fcos_cls": 0.25533026456832886, "loss_fcos_ctr": 0.6153288148343563, "loss_fcos_loc": 0.17979903146624565, "loss_mask": 0.2597466791048646, "loss_maskiou": 0.005290385626722127, "loss_sem_seg": 0.2620295914821327, "lr": 0.01, "mask_rcnn/accuracy": 0.8834198604190839, "mask_rcnn/false_negative": 0.09558800868963718, "mask_rcnn/false_positive": 0.1171119731204616, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.25, "time": 0.725166155025363, "total_loss": 1.5867965098877903} {"data_time": 0.008668730966746807, "eta_seconds": 78526.36014399212, "iteration": 161919, "loss_fcos_cls": 0.24606740474700928, "loss_fcos_ctr": 0.6173883229494095, "loss_fcos_loc": 0.1753165324917063, "loss_mask": 0.26572499237954617, "loss_maskiou": 0.0055527009317302145, "loss_sem_seg": 0.28354851459152997, "lr": 0.01, "mask_rcnn/accuracy": 0.8661176108374384, "mask_rcnn/false_negative": 0.10999898090687156, "mask_rcnn/false_positive": 0.1637251409913921, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 39.0, "time": 0.7338199140504003, "total_loss": 1.606275586731499} {"data_time": 0.009958360344171524, "eta_seconds": 78460.2659971239, "iteration": 161939, "loss_fcos_cls": 0.24471509689465165, "loss_fcos_ctr": 0.6167799509130418, "loss_fcos_loc": 0.18032734724693, "loss_mask": 0.26056741178035736, "loss_maskiou": 0.005462302251544315, "loss_sem_seg": 0.2775553301908076, "lr": 0.01, "mask_rcnn/accuracy": 0.88882006151743, "mask_rcnn/false_negative": 0.07473548654782669, "mask_rcnn/false_positive": 0.15672785466523875, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.25, "time": 0.7256404412910342, "total_loss": 1.6089312375552254} {"data_time": 0.010002540424466133, "eta_seconds": 78431.21333524771, "iteration": 161959, "loss_fcos_cls": 0.24139734311029315, "loss_fcos_ctr": 0.6162698920816183, "loss_fcos_loc": 0.17494262044783682, "loss_mask": 0.2525387331843376, "loss_maskiou": 0.005035763737396337, "loss_sem_seg": 0.27415884705260396, "lr": 0.01, "mask_rcnn/accuracy": 0.8927644271994513, "mask_rcnn/false_negative": 0.08945230780074134, "mask_rcnn/false_positive": 0.12775672200283422, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7163049662485719, "total_loss": 1.5854443739226554} {"data_time": 0.00994443241506815, "eta_seconds": 78431.22304323781, "iteration": 161979, "loss_fcos_cls": 0.25376463611610234, "loss_fcos_ctr": 0.6194120943546295, "loss_fcos_loc": 0.1894966447725892, "loss_mask": 0.25189567543566227, "loss_maskiou": 0.004702617145085242, "loss_sem_seg": 0.25333842705003917, "lr": 0.01, "mask_rcnn/accuracy": 0.8875388596298734, "mask_rcnn/false_negative": 0.09032813086773546, "mask_rcnn/false_positive": 0.1273946493044238, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.25, "time": 0.7387195164337754, "total_loss": 1.5675361332323519} {"data_time": 0.010466226376593113, "eta_seconds": 78389.33895883989, "iteration": 161999, "loss_fcos_cls": 0.2509809189941734, "loss_fcos_ctr": 0.6198753993958235, "loss_fcos_loc": 0.19373765587806702, "loss_mask": 0.2630129340104759, "loss_maskiou": 0.005422128897407674, "loss_sem_seg": 0.28272912465035915, "lr": 0.01, "mask_rcnn/accuracy": 0.8737374922332108, "mask_rcnn/false_negative": 0.09717891206187147, "mask_rcnn/false_positive": 0.16790161941858306, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.25, "time": 0.7270882232114673, "total_loss": 1.6135786144150188} {"data_time": 0.010124970227479935, "eta_seconds": 78360.1319929203, "iteration": 162019, "loss_fcos_cls": 0.24203309486620128, "loss_fcos_ctr": 0.6175990547053516, "loss_fcos_loc": 0.18105648970231414, "loss_mask": 0.2585782641544938, "loss_maskiou": 0.005214647899265401, "loss_sem_seg": 0.28321644151583314, "lr": 0.01, "mask_rcnn/accuracy": 0.8962227986125721, "mask_rcnn/false_negative": 0.08667337024717574, "mask_rcnn/false_positive": 0.11073709425146067, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.25, "time": 0.7010443741455674, "total_loss": 1.598938102422835} {"data_time": 0.010357793420553207, "eta_seconds": 78266.39519003592, "iteration": 162039, "loss_fcos_cls": 0.24193540593842044, "loss_fcos_ctr": 0.6173086483031511, "loss_fcos_loc": 0.18664575280854478, "loss_mask": 0.265684999525547, "loss_maskiou": 0.006048928873497061, "loss_sem_seg": 0.28024452878162265, "lr": 0.01, "mask_rcnn/accuracy": 0.881497918535546, "mask_rcnn/false_negative": 0.10642003590442979, "mask_rcnn/false_positive": 0.10153258469716887, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 25.25, "time": 0.7102799210697412, "total_loss": 1.603567613503401} {"data_time": 0.009982919320464134, "eta_seconds": 78213.2281244956, "iteration": 162059, "loss_fcos_cls": 0.2564568715170026, "loss_fcos_ctr": 0.6213313192129135, "loss_fcos_loc": 0.1939248632406816, "loss_mask": 0.2668250445276499, "loss_maskiou": 0.005540095931792166, "loss_sem_seg": 0.29388556838966906, "lr": 0.01, "mask_rcnn/accuracy": 0.8823706268221574, "mask_rcnn/false_negative": 0.0821974473859059, "mask_rcnn/false_positive": 0.15154507700186495, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7162235928699374, "total_loss": 1.6163989685592242} {"data_time": 0.010333404876291752, "eta_seconds": 78237.3971647527, "iteration": 162079, "loss_fcos_cls": 0.24911671062000096, "loss_fcos_ctr": 0.6179948691278696, "loss_fcos_loc": 0.18273145554121584, "loss_mask": 0.2588244532234967, "loss_maskiou": 0.0051346785767236724, "loss_sem_seg": 0.2769159912131727, "lr": 0.01, "mask_rcnn/accuracy": 0.8810306402780892, "mask_rcnn/false_negative": 0.1065971753648306, "mask_rcnn/false_positive": 0.12736036759689384, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.5, "time": 0.7305348580703139, "total_loss": 1.6015422501586727} {"data_time": 0.01085600908845663, "eta_seconds": 78130.22568655573, "iteration": 162099, "loss_fcos_cls": 0.24698693212121725, "loss_fcos_ctr": 0.6183835547417402, "loss_fcos_loc": 0.18900189665146172, "loss_mask": 0.2520584277808666, "loss_maskiou": 0.005089910016977228, "loss_sem_seg": 0.2673657829873264, "lr": 0.01, "mask_rcnn/accuracy": 0.8775738976268324, "mask_rcnn/false_negative": 0.09184625945427896, "mask_rcnn/false_positive": 0.13092920264318375, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.25, "time": 0.7145509971305728, "total_loss": 1.5841562948480714} {"data_time": 0.009795288555324078, "eta_seconds": 78113.27635911759, "iteration": 162119, "loss_fcos_cls": 0.2619314140174538, "loss_fcos_ctr": 0.6167314350605011, "loss_fcos_loc": 0.18705176108051091, "loss_mask": 0.2618796927854419, "loss_maskiou": 0.005868392167030834, "loss_sem_seg": 0.26931477477774024, "lr": 0.01, "mask_rcnn/accuracy": 0.8904922757001736, "mask_rcnn/false_negative": 0.0745695752658912, "mask_rcnn/false_positive": 0.12719898241490113, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7429642956703901, "total_loss": 1.5758498074574163} {"data_time": 0.01009424589574337, "eta_seconds": 78041.64785458054, "iteration": 162139, "loss_fcos_cls": 0.24753706599585712, "loss_fcos_ctr": 0.6218555169180036, "loss_fcos_loc": 0.19681886420585215, "loss_mask": 0.2656148886308074, "loss_maskiou": 0.0054547722393181175, "loss_sem_seg": 0.30715341260656714, "lr": 0.01, "mask_rcnn/accuracy": 0.8927356656948494, "mask_rcnn/false_negative": 0.09448126289765552, "mask_rcnn/false_positive": 0.1402879751489351, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.25, "time": 0.7265032483264804, "total_loss": 1.6253551545160008} {"data_time": 0.010226249694824219, "eta_seconds": 78066.2158626141, "iteration": 162159, "loss_fcos_cls": 0.24630272341892123, "loss_fcos_ctr": 0.6189989671111107, "loss_fcos_loc": 0.1907196487300098, "loss_mask": 0.26715847104787827, "loss_maskiou": 0.005739095289754914, "loss_sem_seg": 0.29274686495773494, "lr": 0.01, "mask_rcnn/accuracy": 0.8962572529011604, "mask_rcnn/false_negative": 0.08302988505691429, "mask_rcnn/false_positive": 0.13933163548179198, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.0, "time": 0.7338296305388212, "total_loss": 1.5953175319737056} {"data_time": 0.010133789852261543, "eta_seconds": 78072.29834524356, "iteration": 162179, "loss_fcos_cls": 0.24157436867244542, "loss_fcos_ctr": 0.6195070296525955, "loss_fcos_loc": 0.18706548982299864, "loss_mask": 0.2635017093271017, "loss_maskiou": 0.00589105709514115, "loss_sem_seg": 0.26937815081328154, "lr": 0.01, "mask_rcnn/accuracy": 0.8888891494097639, "mask_rcnn/false_negative": 0.09109122276641679, "mask_rcnn/false_positive": 0.10415464598097304, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 34.0, "time": 0.7313810987398028, "total_loss": 1.5879117199474422} {"data_time": 0.010713797062635422, "eta_seconds": 78060.58758144733, "iteration": 162199, "loss_fcos_cls": 0.24713039910420775, "loss_fcos_ctr": 0.6186798587441444, "loss_fcos_loc": 0.18765004666056484, "loss_mask": 0.24596049915999174, "loss_maskiou": 0.004510132974246517, "loss_sem_seg": 0.2420603120699525, "lr": 0.01, "mask_rcnn/accuracy": 0.8944909257409257, "mask_rcnn/false_negative": 0.1021967021119955, "mask_rcnn/false_positive": 0.125973612507907, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7225615568459034, "total_loss": 1.5669282772869337} {"data_time": 0.00998782366514206, "eta_seconds": 78040.86946971249, "iteration": 162219, "loss_fcos_cls": 0.24026467744261026, "loss_fcos_ctr": 0.6194225959479809, "loss_fcos_loc": 0.1925328781362623, "loss_mask": 0.2554626106284559, "loss_maskiou": 0.004963224251696374, "loss_sem_seg": 0.26716016232967377, "lr": 0.01, "mask_rcnn/accuracy": 0.8902607657163051, "mask_rcnn/false_negative": 0.09409832362264138, "mask_rcnn/false_positive": 0.14425202791003156, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 27.5, "time": 0.7321789609268308, "total_loss": 1.5854568434988323} {"data_time": 0.010172062553465366, "eta_seconds": 78026.38809183147, "iteration": 162239, "loss_fcos_cls": 0.2302480461075902, "loss_fcos_ctr": 0.6172870928421617, "loss_fcos_loc": 0.18212641507852823, "loss_mask": 0.25806141924113035, "loss_maskiou": 0.004553772901999764, "loss_sem_seg": 0.2740299035795033, "lr": 0.01, "mask_rcnn/accuracy": 0.8857756461630936, "mask_rcnn/false_negative": 0.08053143975076035, "mask_rcnn/false_positive": 0.14187638910135936, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7359910747036338, "total_loss": 1.570627599445288} {"data_time": 0.010597055777907372, "eta_seconds": 77963.68604068644, "iteration": 162259, "loss_fcos_cls": 0.2434487792197615, "loss_fcos_ctr": 0.6181670473888516, "loss_fcos_loc": 0.18727579375263304, "loss_mask": 0.25980200339108706, "loss_maskiou": 0.004947494038788136, "loss_sem_seg": 0.24083745246753097, "lr": 0.01, "mask_rcnn/accuracy": 0.8952642514944591, "mask_rcnn/false_negative": 0.10441169828490351, "mask_rcnn/false_positive": 0.11803399065507687, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 38.25, "time": 0.7086947523057461, "total_loss": 1.545741732523311} {"data_time": 0.010098199360072613, "eta_seconds": 78114.24053326808, "iteration": 162279, "loss_fcos_cls": 0.25381971267051995, "loss_fcos_ctr": 0.6178472810424864, "loss_fcos_loc": 0.1898248882498592, "loss_mask": 0.26023317594081163, "loss_maskiou": 0.005278747899865266, "loss_sem_seg": 0.2627232279628515, "lr": 0.01, "mask_rcnn/accuracy": 0.9006615320344166, "mask_rcnn/false_negative": 0.0826959255392451, "mask_rcnn/false_positive": 0.14115222362301905, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7666890667751431, "total_loss": 1.5862377500743605} {"data_time": 0.008915371261537075, "eta_seconds": 78149.0251298314, "iteration": 162299, "loss_fcos_cls": 0.24748074356466532, "loss_fcos_ctr": 0.6162892966531217, "loss_fcos_loc": 0.18547410040628165, "loss_mask": 0.25876158475875854, "loss_maskiou": 0.004724517813883722, "loss_sem_seg": 0.28217956703156233, "lr": 0.01, "mask_rcnn/accuracy": 0.8680211370262391, "mask_rcnn/false_negative": 0.08081349910024646, "mask_rcnn/false_positive": 0.1921463580618635, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.737849191762507, "total_loss": 1.6099188849839265} {"data_time": 0.010249699465930462, "eta_seconds": 78143.88541605789, "iteration": 162319, "loss_fcos_cls": 0.24517306010238826, "loss_fcos_ctr": 0.6172061283141375, "loss_fcos_loc": 0.18746065930463374, "loss_mask": 0.2557017016224563, "loss_maskiou": 0.005275282237562351, "loss_sem_seg": 0.276192476041615, "lr": 0.01, "mask_rcnn/accuracy": 0.8781829658104794, "mask_rcnn/false_negative": 0.08520818768786795, "mask_rcnn/false_positive": 0.1357488210159426, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7261190386489034, "total_loss": 1.5939151329512242} {"data_time": 0.011919324286282063, "eta_seconds": 78129.37145622913, "iteration": 162339, "loss_fcos_cls": 0.2522083534859121, "loss_fcos_ctr": 0.6184968389570713, "loss_fcos_loc": 0.18942859070375562, "loss_mask": 0.25823565851897, "loss_maskiou": 0.005818292796902824, "loss_sem_seg": 0.2590885879471898, "lr": 0.01, "mask_rcnn/accuracy": 0.8957028285874036, "mask_rcnn/false_negative": 0.10124379694046365, "mask_rcnn/false_positive": 0.10357584262954218, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.75, "time": 0.7268298482522368, "total_loss": 1.6240664513679803} {"data_time": 0.010355141945183277, "eta_seconds": 78105.48847271781, "iteration": 162359, "loss_fcos_cls": 0.2431652219966054, "loss_fcos_ctr": 0.6190158287063241, "loss_fcos_loc": 0.19511130533646792, "loss_mask": 0.2570326253771782, "loss_maskiou": 0.005964177442365326, "loss_sem_seg": 0.29155373130925, "lr": 0.01, "mask_rcnn/accuracy": 0.8755720916823946, "mask_rcnn/false_negative": 0.09550972607201078, "mask_rcnn/false_positive": 0.1326234174260858, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7172380527481437, "total_loss": 1.6050076190003892} {"data_time": 0.01017245277762413, "eta_seconds": 78100.3435365716, "iteration": 162379, "loss_fcos_cls": 0.22648339299485087, "loss_fcos_ctr": 0.614347293972969, "loss_fcos_loc": 0.17786491743754596, "loss_mask": 0.2509820810519159, "loss_maskiou": 0.0048816952839843, "loss_sem_seg": 0.26287380047142506, "lr": 0.01, "mask_rcnn/accuracy": 0.8902081711805601, "mask_rcnn/false_negative": 0.08434309663066092, "mask_rcnn/false_positive": 0.13732976835277266, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7294224612414837, "total_loss": 1.5404332492835238} {"data_time": 0.009663447737693787, "eta_seconds": 78120.59936975129, "iteration": 162399, "loss_fcos_cls": 0.2369901422644034, "loss_fcos_ctr": 0.6207093121483922, "loss_fcos_loc": 0.1890683604287915, "loss_mask": 0.2566897766664624, "loss_maskiou": 0.005128777207573876, "loss_sem_seg": 0.2519612452015281, "lr": 0.01, "mask_rcnn/accuracy": 0.8694694567015996, "mask_rcnn/false_negative": 0.11454239095183433, "mask_rcnn/false_positive": 0.15088108873930317, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7364124981686473, "total_loss": 1.5720790374616627} {"data_time": 0.010695913806557655, "eta_seconds": 78106.07894719578, "iteration": 162419, "loss_fcos_cls": 0.2410540459677577, "loss_fcos_ctr": 0.6171895414590836, "loss_fcos_loc": 0.1838938205037266, "loss_mask": 0.24399763252586126, "loss_maskiou": 0.005073656218883116, "loss_sem_seg": 0.27806240506470203, "lr": 0.01, "mask_rcnn/accuracy": 0.8941253908395657, "mask_rcnn/false_negative": 0.09326597838377507, "mask_rcnn/false_positive": 0.13518717119579038, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.25, "time": 0.7185845552012324, "total_loss": 1.5776728927230579} {"data_time": 0.01003041211515665, "eta_seconds": 78097.22907354776, "iteration": 162439, "loss_fcos_cls": 0.23434624494984746, "loss_fcos_ctr": 0.6184999323450029, "loss_fcos_loc": 0.18605070986086503, "loss_mask": 0.2593126352876425, "loss_maskiou": 0.005357024012482725, "loss_sem_seg": 0.29168744292110205, "lr": 0.01, "mask_rcnn/accuracy": 0.9022419426028124, "mask_rcnn/false_negative": 0.08969017072846795, "mask_rcnn/false_positive": 0.12862666304864284, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.0, "time": 0.7237468231469393, "total_loss": 1.6013461146940244} {"data_time": 0.01010336633771658, "eta_seconds": 78082.70759660471, "iteration": 162459, "loss_fcos_cls": 0.23842357797548175, "loss_fcos_ctr": 0.6188219981268048, "loss_fcos_loc": 0.19776738330256194, "loss_mask": 0.2711766017600894, "loss_maskiou": 0.005301609460730106, "loss_sem_seg": 0.25591605994850397, "lr": 0.01, "mask_rcnn/accuracy": 0.883390856342537, "mask_rcnn/false_negative": 0.10570113494338043, "mask_rcnn/false_positive": 0.14263314278768038, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.730231586843729, "total_loss": 1.598813959484687} {"data_time": 0.00901755876839161, "eta_seconds": 78119.39504434075, "iteration": 162479, "loss_fcos_cls": 0.24901350890286267, "loss_fcos_ctr": 0.6222306927666068, "loss_fcos_loc": 0.19747747748624533, "loss_mask": 0.2667920058593154, "loss_maskiou": 0.0053386441941256635, "loss_sem_seg": 0.2557783368974924, "lr": 0.01, "mask_rcnn/accuracy": 0.8855624216048545, "mask_rcnn/false_negative": 0.1009076790750063, "mask_rcnn/false_positive": 0.14237425375895035, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.5, "time": 0.7365180402994156, "total_loss": 1.6011579961850657} {"data_time": 0.009776975959539413, "eta_seconds": 78132.83664094564, "iteration": 162499, "loss_fcos_cls": 0.24307343235705048, "loss_fcos_ctr": 0.6168141467496753, "loss_fcos_loc": 0.18639739498030394, "loss_mask": 0.27146749664098024, "loss_maskiou": 0.0054966433890513144, "loss_sem_seg": 0.2745986426016316, "lr": 0.01, "mask_rcnn/accuracy": 0.8668507669866365, "mask_rcnn/false_negative": 0.0863933011961459, "mask_rcnn/false_positive": 0.16653496272121154, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7230008374899626, "total_loss": 1.636653752073471} {"data_time": 0.011943912133574486, "eta_seconds": 78090.3330396926, "iteration": 162519, "loss_fcos_cls": 0.2411857896950096, "loss_fcos_ctr": 0.622988473623991, "loss_fcos_loc": 0.19605239003431052, "loss_mask": 0.2586928643286228, "loss_maskiou": 0.004828557117434684, "loss_sem_seg": 0.26375400833785534, "lr": 0.01, "mask_rcnn/accuracy": 0.8894528998039894, "mask_rcnn/false_negative": 0.08750598642621082, "mask_rcnn/false_positive": 0.12032932879602953, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.7084108991548419, "total_loss": 1.5961610486119753} {"data_time": 0.01001181174069643, "eta_seconds": 78055.53005966451, "iteration": 162539, "loss_fcos_cls": 0.2571286433376372, "loss_fcos_ctr": 0.6190473148599267, "loss_fcos_loc": 0.19547233427874744, "loss_mask": 0.2619843762367964, "loss_maskiou": 0.005013716028770432, "loss_sem_seg": 0.29360735043883324, "lr": 0.01, "mask_rcnn/accuracy": 0.8891292125402792, "mask_rcnn/false_negative": 0.10458316975002328, "mask_rcnn/false_positive": 0.10390447955172663, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.75, "time": 0.7227354273200035, "total_loss": 1.6184960283426335} {"data_time": 0.010609555058181286, "eta_seconds": 77937.60612779018, "iteration": 162559, "loss_fcos_cls": 0.24481805035611615, "loss_fcos_ctr": 0.6179800983518362, "loss_fcos_loc": 0.18554407730698586, "loss_mask": 0.26369543094187975, "loss_maskiou": 0.005234685624600388, "loss_sem_seg": 0.2803207212127745, "lr": 0.01, "mask_rcnn/accuracy": 0.900019034200301, "mask_rcnn/false_negative": 0.08027641080689232, "mask_rcnn/false_positive": 0.13707780006197065, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.5, "time": 0.7064520958811045, "total_loss": 1.6061314193648286} {"data_time": 0.01004573330283165, "eta_seconds": 77945.85406330135, "iteration": 162579, "loss_fcos_cls": 0.23825243744067848, "loss_fcos_ctr": 0.6174928275868297, "loss_fcos_loc": 0.18931487598456442, "loss_mask": 0.26412542443722486, "loss_maskiou": 0.004666629727580585, "loss_sem_seg": 0.2895043052267283, "lr": 0.01, "mask_rcnn/accuracy": 0.8652140022675736, "mask_rcnn/false_negative": 0.108116164744502, "mask_rcnn/false_positive": 0.16029601324827014, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 41.25, "time": 0.7157996641471982, "total_loss": 1.5996969357365742} {"data_time": 0.009984788484871387, "eta_seconds": 77934.08662962541, "iteration": 162599, "loss_fcos_cls": 0.25577814341522753, "loss_fcos_ctr": 0.617774024605751, "loss_fcos_loc": 0.19157138437731192, "loss_mask": 0.2544662021100521, "loss_maskiou": 0.005205020948778838, "loss_sem_seg": 0.274111099075526, "lr": 0.01, "mask_rcnn/accuracy": 0.8910539267682125, "mask_rcnn/false_negative": 0.08003810538098777, "mask_rcnn/false_positive": 0.12529673683994227, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 38.75, "time": 0.7192550878971815, "total_loss": 1.6097081163388793} {"data_time": 0.010949394665658474, "eta_seconds": 77894.08218099456, "iteration": 162619, "loss_fcos_cls": 0.25181072182022035, "loss_fcos_ctr": 0.6191163659095764, "loss_fcos_loc": 0.18837658409029245, "loss_mask": 0.2652636496350169, "loss_maskiou": 0.006239324295165716, "loss_sem_seg": 0.24557734630070627, "lr": 0.01, "mask_rcnn/accuracy": 0.8895996584287723, "mask_rcnn/false_negative": 0.09628624584740361, "mask_rcnn/false_positive": 0.1295816474215991, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.75, "time": 0.7170172417536378, "total_loss": 1.553774809359311} {"data_time": 0.010327528230845928, "eta_seconds": 77832.91622766294, "iteration": 162639, "loss_fcos_cls": 0.24213908176170662, "loss_fcos_ctr": 0.617348100990057, "loss_fcos_loc": 0.1863372738007456, "loss_mask": 0.2664746232330799, "loss_maskiou": 0.0052070129713683855, "loss_sem_seg": 0.2587467394769192, "lr": 0.01, "mask_rcnn/accuracy": 0.8777777777777778, "mask_rcnn/false_negative": 0.0766599477089423, "mask_rcnn/false_positive": 0.1507224128090251, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.5, "time": 0.7138608610257506, "total_loss": 1.6000363567654858} {"data_time": 0.009702587500214577, "eta_seconds": 77768.2697392283, "iteration": 162659, "loss_fcos_cls": 0.238162474706769, "loss_fcos_ctr": 0.6175994547083974, "loss_fcos_loc": 0.18146270769648254, "loss_mask": 0.2670618509873748, "loss_maskiou": 0.005910007581405807, "loss_sem_seg": 0.26628124667331576, "lr": 0.01, "mask_rcnn/accuracy": 0.8905490767735665, "mask_rcnn/false_negative": 0.08687616001809526, "mask_rcnn/false_positive": 0.15761052415516114, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.25, "time": 0.7132859183475375, "total_loss": 1.564180304580077} {"data_time": 0.010116650722920895, "eta_seconds": 77765.80303422641, "iteration": 162679, "loss_fcos_cls": 0.22719295124989003, "loss_fcos_ctr": 0.6170583143830299, "loss_fcos_loc": 0.18065774883143604, "loss_mask": 0.26793423015624285, "loss_maskiou": 0.0054286872036755085, "loss_sem_seg": 0.24254849296994507, "lr": 0.01, "mask_rcnn/accuracy": 0.8793001575630253, "mask_rcnn/false_negative": 0.10353142331108041, "mask_rcnn/false_positive": 0.17331909099233084, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.75, "time": 0.7399385208263993, "total_loss": 1.5291120720503386} {"data_time": 0.00961877591907978, "eta_seconds": 77764.19805721845, "iteration": 162699, "loss_fcos_cls": 0.22957076784223318, "loss_fcos_ctr": 0.6176202716305852, "loss_fcos_loc": 0.18860573679558001, "loss_mask": 0.2512566102668643, "loss_maskiou": 0.005020816982778342, "loss_sem_seg": 0.22706666332669556, "lr": 0.01, "mask_rcnn/accuracy": 0.8993232416933715, "mask_rcnn/false_negative": 0.08519565412857061, "mask_rcnn/false_positive": 0.10826483449578198, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.0, "time": 0.7222234485670924, "total_loss": 1.5390289290589863} {"data_time": 0.009545504115521908, "eta_seconds": 77736.81865911465, "iteration": 162719, "loss_fcos_cls": 0.23547650268301368, "loss_fcos_ctr": 0.6167797269299626, "loss_fcos_loc": 0.1859772161114961, "loss_mask": 0.25107028940692544, "loss_maskiou": 0.005144893017131835, "loss_sem_seg": 0.2524364411365241, "lr": 0.01, "mask_rcnn/accuracy": 0.9005431041464205, "mask_rcnn/false_negative": 0.08237212012455636, "mask_rcnn/false_positive": 0.12520973090577703, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.5, "time": 0.7255067229270935, "total_loss": 1.5700280994933564} {"data_time": 0.01106873620301485, "eta_seconds": 77741.83128996659, "iteration": 162739, "loss_fcos_cls": 0.24060519714839756, "loss_fcos_ctr": 0.6167784109711647, "loss_fcos_loc": 0.18795000243699178, "loss_mask": 0.26933238841593266, "loss_maskiou": 0.005711950856493786, "loss_sem_seg": 0.23627208243124187, "lr": 0.01, "mask_rcnn/accuracy": 0.8794339560530606, "mask_rcnn/false_negative": 0.09215828185458669, "mask_rcnn/false_positive": 0.14911887548503966, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.5, "time": 0.7329553766176105, "total_loss": 1.5590589504281525} {"data_time": 0.010179487057030201, "eta_seconds": 77695.82000451442, "iteration": 162759, "loss_fcos_cls": 0.23194287082878873, "loss_fcos_ctr": 0.6178259178996086, "loss_fcos_loc": 0.18690737220458686, "loss_mask": 0.24700441770255566, "loss_maskiou": 0.005401763399277115, "loss_sem_seg": 0.25797496805898845, "lr": 0.01, "mask_rcnn/accuracy": 0.894519861516035, "mask_rcnn/false_negative": 0.07522513654043222, "mask_rcnn/false_positive": 0.12520984499796495, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 28.5, "time": 0.7176145585253835, "total_loss": 1.5460937648713298} {"data_time": 0.010165704414248466, "eta_seconds": 77660.3913718434, "iteration": 162779, "loss_fcos_cls": 0.23758028796873987, "loss_fcos_ctr": 0.619722000323236, "loss_fcos_loc": 0.1873823453206569, "loss_mask": 0.265172625426203, "loss_maskiou": 0.005195890109462198, "loss_sem_seg": 0.26034091389738023, "lr": 0.01, "mask_rcnn/accuracy": 0.8833384843922913, "mask_rcnn/false_negative": 0.0903162408204585, "mask_rcnn/false_positive": 0.15235215874663222, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.714608215726912, "total_loss": 1.5795355139198364} {"data_time": 0.010175059549510479, "eta_seconds": 77580.22713323496, "iteration": 162799, "loss_fcos_cls": 0.22746927954722196, "loss_fcos_ctr": 0.6190954046323895, "loss_fcos_loc": 0.18060015316586941, "loss_mask": 0.2585791600868106, "loss_maskiou": 0.004547379066934809, "loss_sem_seg": 0.26063227420672774, "lr": 0.01, "mask_rcnn/accuracy": 0.8861667082246432, "mask_rcnn/false_negative": 0.10292719702562515, "mask_rcnn/false_positive": 0.13219871511627151, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.5, "time": 0.7106812279671431, "total_loss": 1.5577150447134045} {"data_time": 0.010775559581816196, "eta_seconds": 77587.86139785592, "iteration": 162819, "loss_fcos_cls": 0.23043044633232057, "loss_fcos_ctr": 0.616723382845521, "loss_fcos_loc": 0.1826754131470807, "loss_mask": 0.25099991634488106, "loss_maskiou": 0.005077560526842717, "loss_sem_seg": 0.25557739892974496, "lr": 0.01, "mask_rcnn/accuracy": 0.887418618967438, "mask_rcnn/false_negative": 0.10350072711540365, "mask_rcnn/false_positive": 0.11691284870255407, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.25, "time": 0.7198390504345298, "total_loss": 1.5687604431695945} {"data_time": 0.009815682657063007, "eta_seconds": 77540.89092411194, "iteration": 162839, "loss_fcos_cls": 0.2360223801806569, "loss_fcos_ctr": 0.618866354227066, "loss_fcos_loc": 0.1922078502830118, "loss_mask": 0.2531933058053255, "loss_maskiou": 0.005888176292501157, "loss_sem_seg": 0.22651474853046238, "lr": 0.01, "mask_rcnn/accuracy": 0.9104512055532992, "mask_rcnn/false_negative": 0.07899859001511, "mask_rcnn/false_positive": 0.09622891027326162, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.25, "time": 0.7260783528909087, "total_loss": 1.5573187330373912} {"data_time": 0.010695154778659344, "eta_seconds": 77517.20123680495, "iteration": 162859, "loss_fcos_cls": 0.23650149232707918, "loss_fcos_ctr": 0.6178576797246933, "loss_fcos_loc": 0.18540649308124557, "loss_mask": 0.2601083116605878, "loss_maskiou": 0.00557150491658831, "loss_sem_seg": 0.24052868830040097, "lr": 0.01, "mask_rcnn/accuracy": 0.8941509446288118, "mask_rcnn/false_negative": 0.08693753896759915, "mask_rcnn/false_positive": 0.13592945104737914, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 36.0, "time": 0.7091302173212171, "total_loss": 1.5444275817499147} {"data_time": 0.01063463557511568, "eta_seconds": 77522.3319814112, "iteration": 162879, "loss_fcos_cls": 0.25483155297115445, "loss_fcos_ctr": 0.6224528606981039, "loss_fcos_loc": 0.19498564081732184, "loss_mask": 0.25950373290106654, "loss_maskiou": 0.005792974305222742, "loss_sem_seg": 0.23777702637016773, "lr": 0.01, "mask_rcnn/accuracy": 0.8975629691531786, "mask_rcnn/false_negative": 0.08404276843862611, "mask_rcnn/false_positive": 0.12587263047396086, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.7101171687245369, "total_loss": 1.5724935700309288} {"data_time": 0.009435842745006084, "eta_seconds": 77507.85819345526, "iteration": 162899, "loss_fcos_cls": 0.2375224765855819, "loss_fcos_ctr": 0.6162641169503331, "loss_fcos_loc": 0.18148334324359894, "loss_mask": 0.2614996526390314, "loss_maskiou": 0.005279391116346233, "loss_sem_seg": 0.23487423127517104, "lr": 0.01, "mask_rcnn/accuracy": 0.8716846182917612, "mask_rcnn/false_negative": 0.07550280634704057, "mask_rcnn/false_positive": 0.15111639054597675, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.0, "time": 0.7278513023629785, "total_loss": 1.551482381473761} {"data_time": 0.010876230895519257, "eta_seconds": 77484.84408845846, "iteration": 162919, "loss_fcos_cls": 0.23379631713032722, "loss_fcos_ctr": 0.6179243605583906, "loss_fcos_loc": 0.18372054863721132, "loss_mask": 0.26453083474189043, "loss_maskiou": 0.005857766460394487, "loss_sem_seg": 0.24267594097182155, "lr": 0.01, "mask_rcnn/accuracy": 0.8798821611978125, "mask_rcnn/false_negative": 0.09903826107569816, "mask_rcnn/false_positive": 0.13529107401474588, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7276511257514358, "total_loss": 1.553229700664815} {"data_time": 0.01055510900914669, "eta_seconds": 77493.9658768354, "iteration": 162939, "loss_fcos_cls": 0.2402180302888155, "loss_fcos_ctr": 0.6170352781191468, "loss_fcos_loc": 0.18197547597810626, "loss_mask": 0.26985540241003036, "loss_maskiou": 0.005628919629089069, "loss_sem_seg": 0.2530268933624029, "lr": 0.01, "mask_rcnn/accuracy": 0.8853088556851312, "mask_rcnn/false_negative": 0.0929617016896159, "mask_rcnn/false_positive": 0.16185625581218488, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.75, "time": 0.7349015325307846, "total_loss": 1.614044327630836} {"data_time": 0.009058520197868347, "eta_seconds": 77479.48927641567, "iteration": 162959, "loss_fcos_cls": 0.23506401083432138, "loss_fcos_ctr": 0.6187020372599363, "loss_fcos_loc": 0.18445065314881504, "loss_mask": 0.2511917995288968, "loss_maskiou": 0.005426869436632842, "loss_sem_seg": 0.26985367853194475, "lr": 0.01, "mask_rcnn/accuracy": 0.899188583591717, "mask_rcnn/false_negative": 0.06882913113482608, "mask_rcnn/false_positive": 0.14547907562705978, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 31.25, "time": 0.7230071220546961, "total_loss": 1.5831828642549226} {"data_time": 0.00982678309082985, "eta_seconds": 77434.31518148538, "iteration": 162979, "loss_fcos_cls": 0.24164607748389244, "loss_fcos_ctr": 0.6190124382264912, "loss_fcos_loc": 0.19091603718698025, "loss_mask": 0.2675417112186551, "loss_maskiou": 0.0056109854485839605, "loss_sem_seg": 0.27367307688109577, "lr": 0.01, "mask_rcnn/accuracy": 0.8811012503592986, "mask_rcnn/false_negative": 0.11818730626879874, "mask_rcnn/false_positive": 0.13609191536931226, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.5, "time": 0.7263671243563294, "total_loss": 1.5848067660699598} {"data_time": 0.010305521078407764, "eta_seconds": 77415.46259970311, "iteration": 162999, "loss_fcos_cls": 0.2433115483727306, "loss_fcos_ctr": 0.6143617127090693, "loss_fcos_loc": 0.1840594399254769, "loss_mask": 0.26301488000899553, "loss_maskiou": 0.0054243757876975, "loss_sem_seg": 0.25567533588036895, "lr": 0.01, "mask_rcnn/accuracy": 0.8763314536340852, "mask_rcnn/false_negative": 0.1056615201247612, "mask_rcnn/false_positive": 0.14504292716759554, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.25, "time": 0.7185333138331771, "total_loss": 1.575354124608566} {"data_time": 0.010211830027401447, "eta_seconds": 77412.48312424589, "iteration": 163019, "loss_fcos_cls": 0.2320525103714317, "loss_fcos_ctr": 0.6161370063200593, "loss_fcos_loc": 0.18584317504428327, "loss_mask": 0.2720185127109289, "loss_maskiou": 0.005559871744480915, "loss_sem_seg": 0.267648407490924, "lr": 0.01, "mask_rcnn/accuracy": 0.8842680452849945, "mask_rcnn/false_negative": 0.07839728400768439, "mask_rcnn/false_positive": 0.1445532825136691, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 26.25, "time": 0.7370189819484949, "total_loss": 1.6067137739883037} {"data_time": 0.010032420977950096, "eta_seconds": 77398.01093140338, "iteration": 163039, "loss_fcos_cls": 0.2506041740998626, "loss_fcos_ctr": 0.6174771981313825, "loss_fcos_loc": 0.18978553247870877, "loss_mask": 0.26069125533103943, "loss_maskiou": 0.005238213743723463, "loss_sem_seg": 0.2532930728048086, "lr": 0.01, "mask_rcnn/accuracy": 0.9011441647597254, "mask_rcnn/false_negative": 0.07473037154009429, "mask_rcnn/false_positive": 0.13096262343675674, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.6968420669436455, "total_loss": 1.5698646514501888} {"data_time": 0.009637142531573772, "eta_seconds": 77435.45076023787, "iteration": 163059, "loss_fcos_cls": 0.23154913866892457, "loss_fcos_ctr": 0.617821688298136, "loss_fcos_loc": 0.1830237393733114, "loss_mask": 0.2633872255682945, "loss_maskiou": 0.005642439580697101, "loss_sem_seg": 0.22751622088253498, "lr": 0.01, "mask_rcnn/accuracy": 0.8780863306861206, "mask_rcnn/false_negative": 0.1035653756705399, "mask_rcnn/false_positive": 0.1101249763005934, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.0, "time": 0.72443453874439, "total_loss": 1.548503939586226} {"data_time": 0.011018405668437481, "eta_seconds": 77369.06654571835, "iteration": 163079, "loss_fcos_cls": 0.23058175202459097, "loss_fcos_ctr": 0.6156554510816932, "loss_fcos_loc": 0.17338026117067784, "loss_mask": 0.24790662340819836, "loss_maskiou": 0.005099352136312518, "loss_sem_seg": 0.2590548926964402, "lr": 0.01, "mask_rcnn/accuracy": 0.8844503710575139, "mask_rcnn/false_negative": 0.10152110035827044, "mask_rcnn/false_positive": 0.14104940710305913, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7310513174161315, "total_loss": 1.533329341415083} {"data_time": 0.009658187627792358, "eta_seconds": 77406.486957483, "iteration": 163099, "loss_fcos_cls": 0.2316798215615563, "loss_fcos_ctr": 0.6199348149821162, "loss_fcos_loc": 0.18589723348850384, "loss_mask": 0.2603012165054679, "loss_maskiou": 0.005816875400341814, "loss_sem_seg": 0.252284396905452, "lr": 0.01, "mask_rcnn/accuracy": 0.9111368076010473, "mask_rcnn/false_negative": 0.07554583502725917, "mask_rcnn/false_positive": 0.120395851510498, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 35.25, "time": 0.7201638473197818, "total_loss": 1.551296909830853} {"data_time": 0.010592448525130749, "eta_seconds": 77363.67647305783, "iteration": 163119, "loss_fcos_cls": 0.23698659637011588, "loss_fcos_ctr": 0.6183080980554223, "loss_fcos_loc": 0.18356748344376683, "loss_mask": 0.2616875129751861, "loss_maskiou": 0.005740737484302372, "loss_sem_seg": 0.24746146285906434, "lr": 0.01, "mask_rcnn/accuracy": 0.896459262757689, "mask_rcnn/false_negative": 0.08811294381920118, "mask_rcnn/false_positive": 0.10884841707256972, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7235332066193223, "total_loss": 1.5481215098770917} {"data_time": 0.009598389267921448, "eta_seconds": 77325.64996719081, "iteration": 163139, "loss_fcos_cls": 0.2398118218407035, "loss_fcos_ctr": 0.6204282743856311, "loss_fcos_loc": 0.18677459738682956, "loss_mask": 0.2702879337593913, "loss_maskiou": 0.00528910908542457, "loss_sem_seg": 0.25453552417457104, "lr": 0.01, "mask_rcnn/accuracy": 0.8699982351431139, "mask_rcnn/false_negative": 0.0969843729843676, "mask_rcnn/false_positive": 0.13668926568029657, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 37.75, "time": 0.7200244385749102, "total_loss": 1.583839237864595} {"data_time": 0.010570966638624668, "eta_seconds": 77301.71042050328, "iteration": 163159, "loss_fcos_cls": 0.222160928795347, "loss_fcos_ctr": 0.6168650621548295, "loss_fcos_loc": 0.18173116410616785, "loss_mask": 0.25992808025330305, "loss_maskiou": 0.005364508819184266, "loss_sem_seg": 0.23900314490310848, "lr": 0.01, "mask_rcnn/accuracy": 0.8749216550844475, "mask_rcnn/false_negative": 0.10850292520089379, "mask_rcnn/false_positive": 0.15117444401681313, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.75, "time": 0.7222541067749262, "total_loss": 1.5279287506909895} {"data_time": 0.009125684387981892, "eta_seconds": 77268.92912445031, "iteration": 163179, "loss_fcos_cls": 0.23076808429323137, "loss_fcos_ctr": 0.6155592370778322, "loss_fcos_loc": 0.17997998278588057, "loss_mask": 0.24279521871358156, "loss_maskiou": 0.0048934286533039995, "loss_sem_seg": 0.2660910780541599, "lr": 0.01, "mask_rcnn/accuracy": 0.8836830819284236, "mask_rcnn/false_negative": 0.10618744206823838, "mask_rcnn/false_positive": 0.10756065569330454, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.0, "time": 0.7190859019756317, "total_loss": 1.554301785530697} {"data_time": 0.009855326265096664, "eta_seconds": 77244.61567638535, "iteration": 163199, "loss_fcos_cls": 0.23023079941049218, "loss_fcos_ctr": 0.6172644309699535, "loss_fcos_loc": 0.18554781784769148, "loss_mask": 0.2557592005468905, "loss_maskiou": 0.005601624128757976, "loss_sem_seg": 0.2655989835038781, "lr": 0.01, "mask_rcnn/accuracy": 0.8949995307298451, "mask_rcnn/false_negative": 0.08922147761492899, "mask_rcnn/false_positive": 0.1265174151221366, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 31.75, "time": 0.7132252473384142, "total_loss": 1.5432101053229417} {"data_time": 0.009587048552930355, "eta_seconds": 77205.96577744, "iteration": 163219, "loss_fcos_cls": 0.2432478724513203, "loss_fcos_ctr": 0.6211837287992239, "loss_fcos_loc": 0.19484016473870724, "loss_mask": 0.264723829459399, "loss_maskiou": 0.005921110467170365, "loss_sem_seg": 0.25348982587456703, "lr": 0.01, "mask_rcnn/accuracy": 0.8818755083555161, "mask_rcnn/false_negative": 0.09393716081161735, "mask_rcnn/false_positive": 0.1403120153721817, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.0, "time": 0.7243534112349153, "total_loss": 1.5935548663401278} {"data_time": 0.009332533925771713, "eta_seconds": 77139.88116154913, "iteration": 163239, "loss_fcos_cls": 0.23894880118314177, "loss_fcos_ctr": 0.621571394149214, "loss_fcos_loc": 0.20249682408757508, "loss_mask": 0.2665106952190399, "loss_maskiou": 0.0057066753070103005, "loss_sem_seg": 0.3023028802126646, "lr": 0.01, "mask_rcnn/accuracy": 0.8893434159378036, "mask_rcnn/false_negative": 0.08594408132986972, "mask_rcnn/false_positive": 0.12540326738037566, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.75, "time": 0.7059499435126781, "total_loss": 1.6581015420088079} {"data_time": 0.010929223150014877, "eta_seconds": 77148.14854982868, "iteration": 163259, "loss_fcos_cls": 0.24466087855398655, "loss_fcos_ctr": 0.6166453384794295, "loss_fcos_loc": 0.1798855629749596, "loss_mask": 0.2575257858261466, "loss_maskiou": 0.005420957604655996, "loss_sem_seg": 0.24646906275302172, "lr": 0.01, "mask_rcnn/accuracy": 0.8841634037335864, "mask_rcnn/false_negative": 0.0956214421816686, "mask_rcnn/false_positive": 0.13339152861677367, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.5, "time": 0.7140039466321468, "total_loss": 1.5895944682633854} {"data_time": 0.009959114715456963, "eta_seconds": 77031.77264775243, "iteration": 163279, "loss_fcos_cls": 0.24081598757766187, "loss_fcos_ctr": 0.6158510306850076, "loss_fcos_loc": 0.18476561538409442, "loss_mask": 0.26377277355641127, "loss_maskiou": 0.00563697176403366, "loss_sem_seg": 0.2565331213409081, "lr": 0.01, "mask_rcnn/accuracy": 0.9027238897406253, "mask_rcnn/false_negative": 0.10634116311235539, "mask_rcnn/false_positive": 0.1054059450020727, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 24.5, "time": 0.7122435262426734, "total_loss": 1.604856181955256} {"data_time": 0.00999533012509346, "eta_seconds": 77017.33654377144, "iteration": 163299, "loss_fcos_cls": 0.22788317850790918, "loss_fcos_ctr": 0.6200104923918843, "loss_fcos_loc": 0.1878437763080001, "loss_mask": 0.2624816745519638, "loss_maskiou": 0.00539672993181739, "loss_sem_seg": 0.2564698150381446, "lr": 0.01, "mask_rcnn/accuracy": 0.8877674808277348, "mask_rcnn/false_negative": 0.08981045794910072, "mask_rcnn/false_positive": 0.13100304027394777, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7416086103767157, "total_loss": 1.552733683725819} {"data_time": 0.010032068938016891, "eta_seconds": 77060.57488784473, "iteration": 163319, "loss_fcos_cls": 0.2445059182937257, "loss_fcos_ctr": 0.6184102315455675, "loss_fcos_loc": 0.19455221353564411, "loss_mask": 0.26268958719447255, "loss_maskiou": 0.005255242889688816, "loss_sem_seg": 0.28424156038090587, "lr": 0.01, "mask_rcnn/accuracy": 0.8762832788235203, "mask_rcnn/false_negative": 0.10875996255181175, "mask_rcnn/false_positive": 0.15396343769327464, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7409302741289139, "total_loss": 1.5955055461090524} {"data_time": 0.010172106325626373, "eta_seconds": 76993.88131549861, "iteration": 163339, "loss_fcos_cls": 0.2385102533735335, "loss_fcos_ctr": 0.6189684020355344, "loss_fcos_loc": 0.19114117068238556, "loss_mask": 0.25630099698901176, "loss_maskiou": 0.005259506993752439, "loss_sem_seg": 0.26426497916691005, "lr": 0.01, "mask_rcnn/accuracy": 0.8937101080310668, "mask_rcnn/false_negative": 0.09286035004881585, "mask_rcnn/false_positive": 0.11675275850269431, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 25.5, "time": 0.6983008030802011, "total_loss": 1.5818277938087704} {"data_time": 0.010670991614460945, "eta_seconds": 76974.02823182847, "iteration": 163359, "loss_fcos_cls": 0.23263236350612715, "loss_fcos_ctr": 0.6181093053892255, "loss_fcos_loc": 0.19074330298462883, "loss_mask": 0.2625104682520032, "loss_maskiou": 0.005176914142793976, "loss_sem_seg": 0.2489668861962855, "lr": 0.01, "mask_rcnn/accuracy": 0.8895781138542374, "mask_rcnn/false_negative": 0.10403104543130332, "mask_rcnn/false_positive": 0.1373840107751935, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.0, "time": 0.7122402116656303, "total_loss": 1.549402830460167} {"data_time": 0.011073034256696701, "eta_seconds": 76959.59212784749, "iteration": 163379, "loss_fcos_cls": 0.2467956820037216, "loss_fcos_ctr": 0.6168579482473433, "loss_fcos_loc": 0.17835346842184663, "loss_mask": 0.2527735186740756, "loss_maskiou": 0.005074072920251638, "loss_sem_seg": 0.26786670833826065, "lr": 0.01, "mask_rcnn/accuracy": 0.8966280477708325, "mask_rcnn/false_negative": 0.09144197893020566, "mask_rcnn/false_positive": 0.11582012166849613, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.0, "time": 0.7305816868320107, "total_loss": 1.5913379361882107} {"data_time": 0.010884027928113937, "eta_seconds": 76950.56995634269, "iteration": 163399, "loss_fcos_cls": 0.23584683053195477, "loss_fcos_ctr": 0.6156453983858228, "loss_fcos_loc": 0.1794275427237153, "loss_mask": 0.26717209443449974, "loss_maskiou": 0.005351147221517749, "loss_sem_seg": 0.26560192136093974, "lr": 0.01, "mask_rcnn/accuracy": 0.8643880279384482, "mask_rcnn/false_negative": 0.11916199726798023, "mask_rcnn/false_positive": 0.17407481649578738, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 29.25, "time": 0.7473009843379259, "total_loss": 1.5412759068713058} {"data_time": 0.01108251791447401, "eta_seconds": 76961.3455024045, "iteration": 163419, "loss_fcos_cls": 0.22789281245786697, "loss_fcos_ctr": 0.6184762874618173, "loss_fcos_loc": 0.17841635132208467, "loss_mask": 0.2562936213798821, "loss_maskiou": 0.0054462423104268964, "loss_sem_seg": 0.24707885831594467, "lr": 0.01, "mask_rcnn/accuracy": 0.8902815934065933, "mask_rcnn/false_negative": 0.08247400082628822, "mask_rcnn/false_positive": 0.16232740245359042, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.25, "time": 0.7368968743830919, "total_loss": 1.5150976110817282} {"data_time": 0.009691529907286167, "eta_seconds": 76982.48790294304, "iteration": 163439, "loss_fcos_cls": 0.235682203900069, "loss_fcos_ctr": 0.6187999732792377, "loss_fcos_loc": 0.18804407853167504, "loss_mask": 0.2666237857192755, "loss_maskiou": 0.005705912790290313, "loss_sem_seg": 0.2613025448517874, "lr": 0.01, "mask_rcnn/accuracy": 0.8926946261129934, "mask_rcnn/false_negative": 0.0901635699743487, "mask_rcnn/false_positive": 0.1595765182402213, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7408884093165398, "total_loss": 1.6056757752558042} {"data_time": 0.009372523985803127, "eta_seconds": 76932.4618006181, "iteration": 163459, "loss_fcos_cls": 0.2334314256440848, "loss_fcos_ctr": 0.6199276885017753, "loss_fcos_loc": 0.19092313380679116, "loss_mask": 0.25825609266757965, "loss_maskiou": 0.005059112532762811, "loss_sem_seg": 0.26268534385599196, "lr": 0.01, "mask_rcnn/accuracy": 0.8870553788316946, "mask_rcnn/false_negative": 0.08039439094702851, "mask_rcnn/false_positive": 0.13381243521256803, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.5, "time": 0.7240849602967501, "total_loss": 1.577324743688223} {"data_time": 0.009774357080459595, "eta_seconds": 76887.41160794254, "iteration": 163479, "loss_fcos_cls": 0.2270071692764759, "loss_fcos_ctr": 0.6166680585592985, "loss_fcos_loc": 0.18382331216707826, "loss_mask": 0.25017742626369, "loss_maskiou": 0.005160377440915909, "loss_sem_seg": 0.23863343428820372, "lr": 0.01, "mask_rcnn/accuracy": 0.8960363996344807, "mask_rcnn/false_negative": 0.07665423740606905, "mask_rcnn/false_positive": 0.13958545300177921, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.7256283760070801, "total_loss": 1.5277224296878558} {"data_time": 0.009308156557381153, "eta_seconds": 76882.15752225742, "iteration": 163499, "loss_fcos_cls": 0.23377088457345963, "loss_fcos_ctr": 0.6188944550231099, "loss_fcos_loc": 0.1867767944931984, "loss_mask": 0.25429095327854156, "loss_maskiou": 0.004627708796760999, "loss_sem_seg": 0.266172650270164, "lr": 0.01, "mask_rcnn/accuracy": 0.8705094982657093, "mask_rcnn/false_negative": 0.10747788113571045, "mask_rcnn/false_positive": 0.11936278218490792, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.5, "time": 0.7353315353393555, "total_loss": 1.5535472900883178} {"data_time": 0.009526434354484081, "eta_seconds": 76867.71969396994, "iteration": 163519, "loss_fcos_cls": 0.2223493861965835, "loss_fcos_ctr": 0.6188183287158608, "loss_fcos_loc": 0.17735683300998062, "loss_mask": 0.258599117398262, "loss_maskiou": 0.00507297594595002, "loss_sem_seg": 0.2878499070648104, "lr": 0.01, "mask_rcnn/accuracy": 0.8900863626700681, "mask_rcnn/false_negative": 0.09962053762047483, "mask_rcnn/false_positive": 0.12909015335195567, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 27.75, "time": 0.7126580653712153, "total_loss": 1.5906219452954247} {"data_time": 0.00948135182261467, "eta_seconds": 76901.65880648699, "iteration": 163539, "loss_fcos_cls": 0.22713189711794257, "loss_fcos_ctr": 0.619251805357635, "loss_fcos_loc": 0.184021205175668, "loss_mask": 0.23810717836022377, "loss_maskiou": 0.004708708802354522, "loss_sem_seg": 0.24548880942165852, "lr": 0.01, "mask_rcnn/accuracy": 0.9021357203595723, "mask_rcnn/false_negative": 0.07282761292082343, "mask_rcnn/false_positive": 0.11869055084823968, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.75, "time": 0.7286908272653818, "total_loss": 1.5404144302010536} {"data_time": 0.009909476153552532, "eta_seconds": 76906.83515026793, "iteration": 163559, "loss_fcos_cls": 0.22677083453163505, "loss_fcos_ctr": 0.6180478166788816, "loss_fcos_loc": 0.1933193103177473, "loss_mask": 0.2611127058044076, "loss_maskiou": 0.0053532129095401615, "loss_sem_seg": 0.2850809497758746, "lr": 0.01, "mask_rcnn/accuracy": 0.8901469276235084, "mask_rcnn/false_negative": 0.10804158335086472, "mask_rcnn/false_positive": 0.12892115709656324, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 34.5, "time": 0.6935117607936263, "total_loss": 1.595932675205404} {"data_time": 0.01069360226392746, "eta_seconds": 76899.7109263353, "iteration": 163579, "loss_fcos_cls": 0.22250983770936728, "loss_fcos_ctr": 0.6189620927907526, "loss_fcos_loc": 0.1856399103999138, "loss_mask": 0.2767314063385129, "loss_maskiou": 0.006006651601637714, "loss_sem_seg": 0.27378238434903324, "lr": 0.01, "mask_rcnn/accuracy": 0.8832944458271113, "mask_rcnn/false_negative": 0.11222885524267154, "mask_rcnn/false_positive": 0.14097408020796937, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.0, "time": 0.7165666418150067, "total_loss": 1.6148437291267328} {"data_time": 0.010548551566898823, "eta_seconds": 76894.26071237493, "iteration": 163599, "loss_fcos_cls": 0.22676141775446013, "loss_fcos_ctr": 0.61742795817554, "loss_fcos_loc": 0.17735020630061626, "loss_mask": 0.25501851039007306, "loss_maskiou": 0.005259831974399276, "loss_sem_seg": 0.2303771637380123, "lr": 0.01, "mask_rcnn/accuracy": 0.8881606213914137, "mask_rcnn/false_negative": 0.09041917641469469, "mask_rcnn/false_positive": 0.14757141607770016, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.5, "time": 0.7185372328385711, "total_loss": 1.5204117090252112} {"data_time": 0.009180087596178055, "eta_seconds": 76895.97915551439, "iteration": 163619, "loss_fcos_cls": 0.22591364290565252, "loss_fcos_ctr": 0.6172812562435865, "loss_fcos_loc": 0.18204230710398406, "loss_mask": 0.2534377723932266, "loss_maskiou": 0.005498102204001043, "loss_sem_seg": 0.27431117184460163, "lr": 0.01, "mask_rcnn/accuracy": 0.8701444760596546, "mask_rcnn/false_negative": 0.09310652616995493, "mask_rcnn/false_positive": 0.17451940634812158, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7284759962931275, "total_loss": 1.5448305245517986} {"data_time": 0.010120240040123463, "eta_seconds": 76885.53581165522, "iteration": 163639, "loss_fcos_cls": 0.23782592406496406, "loss_fcos_ctr": 0.6164672998711467, "loss_fcos_loc": 0.19247840286698192, "loss_mask": 0.25919040013104677, "loss_maskiou": 0.005553675830014981, "loss_sem_seg": 0.24995726300403476, "lr": 0.01, "mask_rcnn/accuracy": 0.8754485268683745, "mask_rcnn/false_negative": 0.10701693033574117, "mask_rcnn/false_positive": 0.11173532343923262, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 37.0, "time": 0.7258540140464902, "total_loss": 1.5828455959417624} {"data_time": 0.01097088772803545, "eta_seconds": 76909.08795221988, "iteration": 163659, "loss_fcos_cls": 0.2400019036140293, "loss_fcos_ctr": 0.6176647245883942, "loss_fcos_loc": 0.18651031842455268, "loss_mask": 0.26124177500605583, "loss_maskiou": 0.005093719970318489, "loss_sem_seg": 0.258058515843004, "lr": 0.01, "mask_rcnn/accuracy": 0.8746366714330633, "mask_rcnn/false_negative": 0.0955258679450546, "mask_rcnn/false_positive": 0.1407292892062847, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 33.25, "time": 0.7467225389555097, "total_loss": 1.5708155899046687} {"data_time": 0.010056905448436737, "eta_seconds": 76894.62333594728, "iteration": 163679, "loss_fcos_cls": 0.23261620034463704, "loss_fcos_ctr": 0.619289044290781, "loss_fcos_loc": 0.1912901226314716, "loss_mask": 0.26562483701854944, "loss_maskiou": 0.005585901762970025, "loss_sem_seg": 0.26502247201278806, "lr": 0.01, "mask_rcnn/accuracy": 0.8728409332482994, "mask_rcnn/false_negative": 0.10260410555675631, "mask_rcnn/false_positive": 0.15103197697177345, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7397044664248824, "total_loss": 1.5791190849304257} {"data_time": 0.01006359327584505, "eta_seconds": 76852.78933263943, "iteration": 163699, "loss_fcos_cls": 0.24898085521999747, "loss_fcos_ctr": 0.6175464279949665, "loss_fcos_loc": 0.18587803468108177, "loss_mask": 0.2620925325900316, "loss_maskiou": 0.005348162172595039, "loss_sem_seg": 0.25585565622895956, "lr": 0.01, "mask_rcnn/accuracy": 0.8803626074254154, "mask_rcnn/false_negative": 0.10905222432770145, "mask_rcnn/false_positive": 0.1288938280077126, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 40.25, "time": 0.7018261048942804, "total_loss": 1.5896199476337642} {"data_time": 0.010617796331644058, "eta_seconds": 76834.79878567345, "iteration": 163719, "loss_fcos_cls": 0.24432914541102946, "loss_fcos_ctr": 0.6181212943047285, "loss_fcos_loc": 0.19011039042379707, "loss_mask": 0.2600082280114293, "loss_maskiou": 0.0057459752752038185, "loss_sem_seg": 0.2648789221420884, "lr": 0.01, "mask_rcnn/accuracy": 0.897911167362698, "mask_rcnn/false_negative": 0.09121546949649789, "mask_rcnn/false_positive": 0.13144240307127153, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.0, "time": 0.7223286554217339, "total_loss": 1.57152971602045} {"data_time": 0.009812132455408573, "eta_seconds": 76820.33998329379, "iteration": 163739, "loss_fcos_cls": 0.24664086638949811, "loss_fcos_ctr": 0.6181459045037627, "loss_fcos_loc": 0.18270616268273443, "loss_mask": 0.27344514802098274, "loss_maskiou": 0.0057569674390833825, "loss_sem_seg": 0.2629230811726302, "lr": 0.01, "mask_rcnn/accuracy": 0.8777555497667755, "mask_rcnn/false_negative": 0.11030540533294675, "mask_rcnn/false_positive": 0.09164169987815177, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7341826958581805, "total_loss": 1.591765686418512} {"data_time": 0.009699583984911442, "eta_seconds": 76813.88045941293, "iteration": 163759, "loss_fcos_cls": 0.2241356405429542, "loss_fcos_ctr": 0.6180528327822685, "loss_fcos_loc": 0.18562531971838325, "loss_mask": 0.2650111736729741, "loss_maskiou": 0.00563308279379271, "loss_sem_seg": 0.2593212556093931, "lr": 0.01, "mask_rcnn/accuracy": 0.8798098942547317, "mask_rcnn/false_negative": 0.09507600218908432, "mask_rcnn/false_positive": 0.14571202041173456, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.75, "time": 0.7202931717038155, "total_loss": 1.5768890833569458} {"data_time": 0.009753759019076824, "eta_seconds": 76809.06622904912, "iteration": 163779, "loss_fcos_cls": 0.22857376956380904, "loss_fcos_ctr": 0.6207762947306037, "loss_fcos_loc": 0.18666580563876778, "loss_mask": 0.25430572498589754, "loss_maskiou": 0.005244494077487616, "loss_sem_seg": 0.2720364797860384, "lr": 0.01, "mask_rcnn/accuracy": 0.9005932289986875, "mask_rcnn/false_negative": 0.07464671249973537, "mask_rcnn/false_positive": 0.13784966599075046, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 39.0, "time": 0.7164269313216209, "total_loss": 1.5402514459201484} {"data_time": 0.011003831401467323, "eta_seconds": 76826.58195133042, "iteration": 163799, "loss_fcos_cls": 0.23584034678060561, "loss_fcos_ctr": 0.6192322159186006, "loss_fcos_loc": 0.19467261107638478, "loss_mask": 0.2573274439200759, "loss_maskiou": 0.005233334515651222, "loss_sem_seg": 0.26556578068993986, "lr": 0.01, "mask_rcnn/accuracy": 0.874314847633765, "mask_rcnn/false_negative": 0.09950852135779456, "mask_rcnn/false_positive": 0.1344070778605328, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.75, "time": 0.7203067326918244, "total_loss": 1.5575289037467428} {"data_time": 0.010148400440812111, "eta_seconds": 76895.10609957948, "iteration": 163819, "loss_fcos_cls": 0.24082626774907112, "loss_fcos_ctr": 0.6177003178745508, "loss_fcos_loc": 0.1785168977221474, "loss_mask": 0.24856906104832888, "loss_maskiou": 0.00494818614970427, "loss_sem_seg": 0.30083316983655095, "lr": 0.01, "mask_rcnn/accuracy": 0.8966959379905808, "mask_rcnn/false_negative": 0.08282261084314833, "mask_rcnn/false_positive": 0.13109496375154575, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 25.75, "time": 0.7475212858989835, "total_loss": 1.5906541834410746} {"data_time": 0.010271825827658176, "eta_seconds": 76880.62232073024, "iteration": 163839, "loss_fcos_cls": 0.21491210005478933, "loss_fcos_ctr": 0.6158203217200935, "loss_fcos_loc": 0.17228385945782065, "loss_mask": 0.2573415623046458, "loss_maskiou": 0.005101871793158352, "loss_sem_seg": 0.2483082227408886, "lr": 0.01, "mask_rcnn/accuracy": 0.8860180939464393, "mask_rcnn/false_negative": 0.10357973957597616, "mask_rcnn/false_positive": 0.13158968304026825, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.5, "time": 0.7235600585117936, "total_loss": 1.5130491897507454} {"data_time": 0.010409633629024029, "eta_seconds": 76879.8460829854, "iteration": 163859, "loss_fcos_cls": 0.2344147909898311, "loss_fcos_ctr": 0.616819360293448, "loss_fcos_loc": 0.1814935146830976, "loss_mask": 0.26390318758785725, "loss_maskiou": 0.0047422733732673805, "loss_sem_seg": 0.23791876854375005, "lr": 0.01, "mask_rcnn/accuracy": 0.8737458377351306, "mask_rcnn/false_negative": 0.08010010947509995, "mask_rcnn/false_positive": 0.12514320070778423, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7337066847831011, "total_loss": 1.5163313127704896} {"data_time": 0.01006954163312912, "eta_seconds": 76851.65476303175, "iteration": 163879, "loss_fcos_cls": 0.23371006175875664, "loss_fcos_ctr": 0.6207035016268492, "loss_fcos_loc": 0.1782825193949975, "loss_mask": 0.2496846904978156, "loss_maskiou": 0.005156047933269292, "loss_sem_seg": 0.26199811906553805, "lr": 0.01, "mask_rcnn/accuracy": 0.8801351483216238, "mask_rcnn/false_negative": 0.10417620559049727, "mask_rcnn/false_positive": 0.13745228257761533, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.75, "time": 0.706134483218193, "total_loss": 1.576845039960972} {"data_time": 0.009431508369743824, "eta_seconds": 76819.7440030938, "iteration": 163899, "loss_fcos_cls": 0.23371248389594257, "loss_fcos_ctr": 0.6211700225248933, "loss_fcos_loc": 0.18689635128248483, "loss_mask": 0.24983760761097074, "loss_maskiou": 0.0054301641139318235, "loss_sem_seg": 0.2623490751720965, "lr": 0.01, "mask_rcnn/accuracy": 0.8812955270603817, "mask_rcnn/false_negative": 0.0864458687966975, "mask_rcnn/false_positive": 0.15636004290944708, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.25, "time": 0.7126241885125637, "total_loss": 1.5714870749652619} {"data_time": 0.009357782080769539, "eta_seconds": 76822.68720533326, "iteration": 163919, "loss_fcos_cls": 0.2353221463272348, "loss_fcos_ctr": 0.6174952946603298, "loss_fcos_loc": 0.18246721290051937, "loss_mask": 0.24320631381124258, "loss_maskiou": 0.005146447338120197, "loss_sem_seg": 0.25872509996406734, "lr": 0.01, "mask_rcnn/accuracy": 0.8918853309731809, "mask_rcnn/false_negative": 0.08873595316432126, "mask_rcnn/false_positive": 0.12142155817054578, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.25, "time": 0.7361504482105374, "total_loss": 1.5604967766848858} {"data_time": 0.008753001689910889, "eta_seconds": 76752.17750515789, "iteration": 163939, "loss_fcos_cls": 0.2374488979112357, "loss_fcos_ctr": 0.6176335839554667, "loss_fcos_loc": 0.1897168527939357, "loss_mask": 0.2563185812905431, "loss_maskiou": 0.0049332986964145675, "loss_sem_seg": 0.2761508356779814, "lr": 0.01, "mask_rcnn/accuracy": 0.8955063792816991, "mask_rcnn/false_negative": 0.08110724305404754, "mask_rcnn/false_positive": 0.15626144808755948, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.7211995013058186, "total_loss": 1.5717820615300298} {"data_time": 0.010500608943402767, "eta_seconds": 76798.49056607578, "iteration": 163959, "loss_fcos_cls": 0.24717638606671244, "loss_fcos_ctr": 0.6191978887654841, "loss_fcos_loc": 0.1859416733495891, "loss_mask": 0.27557845413684845, "loss_maskiou": 0.0056685930758249015, "loss_sem_seg": 0.2387867639772594, "lr": 0.01, "mask_rcnn/accuracy": 0.8771044351401494, "mask_rcnn/false_negative": 0.08624403771445868, "mask_rcnn/false_positive": 0.13017699006103495, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.0, "time": 0.7499146666377783, "total_loss": 1.5976220736338291} {"data_time": 0.010330484248697758, "eta_seconds": 76743.30575712863, "iteration": 163979, "loss_fcos_cls": 0.23871849779970944, "loss_fcos_ctr": 0.6177627854049206, "loss_fcos_loc": 0.17468426562845707, "loss_mask": 0.24852163903415203, "loss_maskiou": 0.004628158607374644, "loss_sem_seg": 0.23299858847167343, "lr": 0.01, "mask_rcnn/accuracy": 0.903703132415757, "mask_rcnn/false_negative": 0.08644051705405519, "mask_rcnn/false_positive": 0.12112859322272834, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7029111431911588, "total_loss": 1.5471302624500822} {"data_time": 0.00950685702264309, "eta_seconds": 76649.98285974935, "iteration": 163999, "loss_fcos_cls": 0.23934966186061502, "loss_fcos_ctr": 0.620728550478816, "loss_fcos_loc": 0.18601499625947326, "loss_mask": 0.2572620948776603, "loss_maskiou": 0.005778964066848857, "loss_sem_seg": 0.25194437138270587, "lr": 0.01, "mask_rcnn/accuracy": 0.8830126612333244, "mask_rcnn/false_negative": 0.07291758866409082, "mask_rcnn/false_positive": 0.13529571944484475, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7051871074363589, "total_loss": 1.554818575590616} {"data_time": 0.01070515438914299, "eta_seconds": 76635.52073526755, "iteration": 164019, "loss_fcos_cls": 0.24304936756379902, "loss_fcos_ctr": 0.6212367592379451, "loss_fcos_loc": 0.19102180050686002, "loss_mask": 0.25379702309146523, "loss_maskiou": 0.00486886799626518, "loss_sem_seg": 0.2814894085749984, "lr": 0.01, "mask_rcnn/accuracy": 0.8987162487945999, "mask_rcnn/false_negative": 0.07669003173267877, "mask_rcnn/false_positive": 0.1310996046776412, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.0, "time": 0.7334659015759826, "total_loss": 1.6018585691781482} {"data_time": 0.010224060155451298, "eta_seconds": 76610.00651061628, "iteration": 164039, "loss_fcos_cls": 0.2394583347486332, "loss_fcos_ctr": 0.6161811463534832, "loss_fcos_loc": 0.1878551448462531, "loss_mask": 0.24920711619779468, "loss_maskiou": 0.005026552914387139, "loss_sem_seg": 0.29015863640233874, "lr": 0.01, "mask_rcnn/accuracy": 0.8697208682580175, "mask_rcnn/false_negative": 0.09700593452897957, "mask_rcnn/false_positive": 0.1573789448915572, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 32.25, "time": 0.7050219010561705, "total_loss": 1.5858700163444155} {"data_time": 0.011510519310832024, "eta_seconds": 76646.63780263253, "iteration": 164059, "loss_fcos_cls": 0.2395526467007585, "loss_fcos_ctr": 0.621694847010076, "loss_fcos_loc": 0.1923486877931282, "loss_mask": 0.2643801951780915, "loss_maskiou": 0.0053621716651832685, "loss_sem_seg": 0.26391104026697576, "lr": 0.01, "mask_rcnn/accuracy": 0.883316163003663, "mask_rcnn/false_negative": 0.09017826809504657, "mask_rcnn/false_positive": 0.1400142317995548, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 32.75, "time": 0.7394394837319851, "total_loss": 1.5963334849075181} {"data_time": 0.010128594003617764, "eta_seconds": 76592.13436182216, "iteration": 164079, "loss_fcos_cls": 0.24486076436005533, "loss_fcos_ctr": 0.6182402726262808, "loss_fcos_loc": 0.18402138678357005, "loss_mask": 0.25930190086364746, "loss_maskiou": 0.005443159941933118, "loss_sem_seg": 0.2700643539428711, "lr": 0.01, "mask_rcnn/accuracy": 0.8679846938775511, "mask_rcnn/false_negative": 0.11763918122964154, "mask_rcnn/false_positive": 0.14796090765247508, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 39.25, "time": 0.7243814179673791, "total_loss": 1.5824794621803449} {"data_time": 0.010008254088461399, "eta_seconds": 76566.6263953792, "iteration": 164099, "loss_fcos_cls": 0.24087942438200116, "loss_fcos_ctr": 0.6196546005085111, "loss_fcos_loc": 0.18780990835512057, "loss_mask": 0.253957093693316, "loss_maskiou": 0.005758398132456932, "loss_sem_seg": 0.27304366044700146, "lr": 0.01, "mask_rcnn/accuracy": 0.8834025918059532, "mask_rcnn/false_negative": 0.07486674510332592, "mask_rcnn/false_positive": 0.1337318503636422, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.75, "time": 0.7143409438431263, "total_loss": 1.573683021859324} {"data_time": 0.010309558361768723, "eta_seconds": 76552.16635696683, "iteration": 164119, "loss_fcos_cls": 0.24198560044169426, "loss_fcos_ctr": 0.6186029352247715, "loss_fcos_loc": 0.18693956278730184, "loss_mask": 0.2530925301834941, "loss_maskiou": 0.005092232540846453, "loss_sem_seg": 0.2866773456335068, "lr": 0.01, "mask_rcnn/accuracy": 0.9079506802721088, "mask_rcnn/false_negative": 0.08026389684659682, "mask_rcnn/false_positive": 0.11678880079780496, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.5, "time": 0.7256117463111877, "total_loss": 1.5699230145983165} {"data_time": 0.009201780892908573, "eta_seconds": 76548.74798837677, "iteration": 164139, "loss_fcos_cls": 0.23860619985498488, "loss_fcos_ctr": 0.6205870443955064, "loss_fcos_loc": 0.18627187388483435, "loss_mask": 0.26306082122027874, "loss_maskiou": 0.005361996125429869, "loss_sem_seg": 0.2569384593516588, "lr": 0.01, "mask_rcnn/accuracy": 0.8917185145279645, "mask_rcnn/false_negative": 0.09449861715982891, "mask_rcnn/false_positive": 0.12696318301684864, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7261936794966459, "total_loss": 1.5835920355166309} {"data_time": 0.009550639428198338, "eta_seconds": 76613.01274879742, "iteration": 164159, "loss_fcos_cls": 0.2403263613814488, "loss_fcos_ctr": 0.6156742959283292, "loss_fcos_loc": 0.17587241961155087, "loss_mask": 0.2626703653950244, "loss_maskiou": 0.00499148176095332, "loss_sem_seg": 0.2754031727090478, "lr": 0.01, "mask_rcnn/accuracy": 0.8795712109248461, "mask_rcnn/false_negative": 0.09206997924572292, "mask_rcnn/false_positive": 0.16057749269787225, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.25, "time": 0.7466738354414701, "total_loss": 1.5449569671473} {"data_time": 0.009964216500520706, "eta_seconds": 76615.91673924588, "iteration": 164179, "loss_fcos_cls": 0.23914672737009823, "loss_fcos_ctr": 0.6193443546071649, "loss_fcos_loc": 0.18380451085977256, "loss_mask": 0.25387436989694834, "loss_maskiou": 0.005474507132021245, "loss_sem_seg": 0.23940292885527015, "lr": 0.01, "mask_rcnn/accuracy": 0.8886990745429686, "mask_rcnn/false_negative": 0.09770179711687446, "mask_rcnn/false_positive": 0.12783079360672758, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.25, "time": 0.722856150008738, "total_loss": 1.5663287864081212} {"data_time": 0.010143249295651913, "eta_seconds": 76628.20246263407, "iteration": 164199, "loss_fcos_cls": 0.23989269440062344, "loss_fcos_ctr": 0.6183086633682251, "loss_fcos_loc": 0.1909387034829706, "loss_mask": 0.2590767787769437, "loss_maskiou": 0.005205529538216069, "loss_sem_seg": 0.25521990621928126, "lr": 0.01, "mask_rcnn/accuracy": 0.9100817732799116, "mask_rcnn/false_negative": 0.08061066090331959, "mask_rcnn/false_positive": 0.10314418528532121, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7207185635343194, "total_loss": 1.5715547932777554} {"data_time": 0.010600516572594643, "eta_seconds": 76620.78378496785, "iteration": 164219, "loss_fcos_cls": 0.22874744603177533, "loss_fcos_ctr": 0.6177252982743084, "loss_fcos_loc": 0.19262039056047797, "loss_mask": 0.2693169629201293, "loss_maskiou": 0.00590489058959065, "loss_sem_seg": 0.271271544508636, "lr": 0.01, "mask_rcnn/accuracy": 0.8799101463104326, "mask_rcnn/false_negative": 0.10222097181417868, "mask_rcnn/false_positive": 0.1469096336642593, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.0, "time": 0.728391882032156, "total_loss": 1.586389879732451} {"data_time": 0.011260377243161201, "eta_seconds": 76683.5745826764, "iteration": 164239, "loss_fcos_cls": 0.23309619235806167, "loss_fcos_ctr": 0.615017207339406, "loss_fcos_loc": 0.17958769272081554, "loss_mask": 0.25688586104661226, "loss_maskiou": 0.005547361608478241, "loss_sem_seg": 0.2727436423301697, "lr": 0.01, "mask_rcnn/accuracy": 0.8796300907230683, "mask_rcnn/false_negative": 0.11299477447440012, "mask_rcnn/false_positive": 0.13231683472884892, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.25, "time": 0.717240834608674, "total_loss": 1.5659367135813227} {"data_time": 0.011161863803863525, "eta_seconds": 76669.07328738179, "iteration": 164259, "loss_fcos_cls": 0.23383891792036593, "loss_fcos_ctr": 0.6185262324288487, "loss_fcos_loc": 0.17976916674524546, "loss_mask": 0.2536333482712507, "loss_maskiou": 0.0049699664014042355, "loss_sem_seg": 0.24525276687927544, "lr": 0.01, "mask_rcnn/accuracy": 0.9151080712897404, "mask_rcnn/false_negative": 0.09187714493781327, "mask_rcnn/false_positive": 0.09170610709150151, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7200542269274592, "total_loss": 1.5381095714474213} {"data_time": 0.010555906221270561, "eta_seconds": 76657.64720432088, "iteration": 164279, "loss_fcos_cls": 0.2410064332652837, "loss_fcos_ctr": 0.6169554479420185, "loss_fcos_loc": 0.18343903054483235, "loss_mask": 0.24926802422851324, "loss_maskiou": 0.00538382981903851, "loss_sem_seg": 0.2812622133642435, "lr": 0.01, "mask_rcnn/accuracy": 0.8868011407605371, "mask_rcnn/false_negative": 0.10404454974643632, "mask_rcnn/false_positive": 0.10070894460268179, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 29.0, "time": 0.7164428513497114, "total_loss": 1.574007363495184} {"data_time": 0.010833028703927994, "eta_seconds": 76580.07607508451, "iteration": 164299, "loss_fcos_cls": 0.23041366413235664, "loss_fcos_ctr": 0.6187866581603885, "loss_fcos_loc": 0.18402371281990781, "loss_mask": 0.26347307674586773, "loss_maskiou": 0.005575310715357773, "loss_sem_seg": 0.2241273894906044, "lr": 0.01, "mask_rcnn/accuracy": 0.880891262755102, "mask_rcnn/false_negative": 0.10341574149570965, "mask_rcnn/false_positive": 0.1265827989242598, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.5, "time": 0.7155245058238506, "total_loss": 1.535994091478642} {"data_time": 0.009850655682384968, "eta_seconds": 76411.07711854856, "iteration": 164319, "loss_fcos_cls": 0.2381845032214187, "loss_fcos_ctr": 0.6180718736723065, "loss_fcos_loc": 0.18332867079880089, "loss_mask": 0.24760782113298774, "loss_maskiou": 0.004697002223110758, "loss_sem_seg": 0.2576033875811845, "lr": 0.01, "mask_rcnn/accuracy": 0.884111834388928, "mask_rcnn/false_negative": 0.10204449012129574, "mask_rcnn/false_positive": 0.11510372031722635, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.75, "time": 0.6994700105860829, "total_loss": 1.564210435259156} {"data_time": 0.009923011995851994, "eta_seconds": 76551.09618801624, "iteration": 164339, "loss_fcos_cls": 0.24866301054134965, "loss_fcos_ctr": 0.6194984670728445, "loss_fcos_loc": 0.19194733072072268, "loss_mask": 0.2549468269571662, "loss_maskiou": 0.0056211161718238145, "loss_sem_seg": 0.24401070922613144, "lr": 0.01, "mask_rcnn/accuracy": 0.9008870146102703, "mask_rcnn/false_negative": 0.07401829538673371, "mask_rcnn/false_positive": 0.12060514198334257, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.75, "time": 0.7381144938990474, "total_loss": 1.5875457151123555} {"data_time": 0.010071483440697193, "eta_seconds": 76609.9059641948, "iteration": 164359, "loss_fcos_cls": 0.23285335185937583, "loss_fcos_ctr": 0.6181693514809012, "loss_fcos_loc": 0.1846963765565306, "loss_mask": 0.2532965950667858, "loss_maskiou": 0.00498080958641367, "loss_sem_seg": 0.23165848525241017, "lr": 0.01, "mask_rcnn/accuracy": 0.8811838807089567, "mask_rcnn/false_negative": 0.08420479685631635, "mask_rcnn/false_positive": 0.15010097338643189, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.75, "time": 0.7302493620663881, "total_loss": 1.5579328569656354} {"data_time": 0.009429127909243107, "eta_seconds": 76561.17821976822, "iteration": 164379, "loss_fcos_cls": 0.23531712754629552, "loss_fcos_ctr": 0.6155862649902701, "loss_fcos_loc": 0.175880744936876, "loss_mask": 0.24928854312747717, "loss_maskiou": 0.004865682214585831, "loss_sem_seg": 0.2819044522475451, "lr": 0.01, "mask_rcnn/accuracy": 0.8788419150554958, "mask_rcnn/false_negative": 0.12126784523469508, "mask_rcnn/false_positive": 0.11051060701541932, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.75, "time": 0.7173881018534303, "total_loss": 1.5868342601606855} {"data_time": 0.010796736925840378, "eta_seconds": 76461.20011625998, "iteration": 164399, "loss_fcos_cls": 0.24081155529711396, "loss_fcos_ctr": 0.6195130916312337, "loss_fcos_loc": 0.18766421708278358, "loss_mask": 0.24258075142279267, "loss_maskiou": 0.004324828565586358, "loss_sem_seg": 0.22226872178725898, "lr": 0.01, "mask_rcnn/accuracy": 0.8931845522489932, "mask_rcnn/false_negative": 0.09541586011140822, "mask_rcnn/false_positive": 0.10023182748965227, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.75, "time": 0.7461702795699239, "total_loss": 1.517169399325212} {"data_time": 0.009975137189030647, "eta_seconds": 76418.8478274988, "iteration": 164419, "loss_fcos_cls": 0.24244144273689017, "loss_fcos_ctr": 0.6194547999184579, "loss_fcos_loc": 0.19437495758756995, "loss_mask": 0.26605254132300615, "loss_maskiou": 0.005709871053113602, "loss_sem_seg": 0.31949718948453665, "lr": 0.01, "mask_rcnn/accuracy": 0.9000300578395001, "mask_rcnn/false_negative": 0.10265575788679263, "mask_rcnn/false_positive": 0.12074157113320569, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 36.25, "time": 0.7224393989890814, "total_loss": 1.6386090704472736} {"data_time": 0.009963584132492542, "eta_seconds": 76432.23781472258, "iteration": 164439, "loss_fcos_cls": 0.23982485942542553, "loss_fcos_ctr": 0.6183485351502895, "loss_fcos_loc": 0.18957010889425874, "loss_mask": 0.25625983718782663, "loss_maskiou": 0.005639010967570357, "loss_sem_seg": 0.2646210038801655, "lr": 0.01, "mask_rcnn/accuracy": 0.8901391893162796, "mask_rcnn/false_negative": 0.10430132209082997, "mask_rcnn/false_positive": 0.13376005957814574, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 39.25, "time": 0.7353693898767233, "total_loss": 1.5851484266968328} {"data_time": 0.010358890518546104, "eta_seconds": 76503.18885915261, "iteration": 164459, "loss_fcos_cls": 0.24143848731182516, "loss_fcos_ctr": 0.6205829391255975, "loss_fcos_loc": 0.19058227236382663, "loss_mask": 0.26348453387618065, "loss_maskiou": 0.005384321248129709, "loss_sem_seg": 0.2603488336317241, "lr": 0.01, "mask_rcnn/accuracy": 0.8893813518558108, "mask_rcnn/false_negative": 0.10013485658648785, "mask_rcnn/false_positive": 0.14373519142820573, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.75, "time": 0.7321196673437953, "total_loss": 1.5719574178074254} {"data_time": 0.00993320345878601, "eta_seconds": 76488.6915189987, "iteration": 164479, "loss_fcos_cls": 0.2283490840345621, "loss_fcos_ctr": 0.6188269937410951, "loss_fcos_loc": 0.1821001070784405, "loss_mask": 0.26390769705176353, "loss_maskiou": 0.005303533282130957, "loss_sem_seg": 0.244468699907884, "lr": 0.01, "mask_rcnn/accuracy": 0.8946394138641371, "mask_rcnn/false_negative": 0.09103890124879987, "mask_rcnn/false_positive": 0.12500020094860298, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.5, "time": 0.7228985894471407, "total_loss": 1.5516959979795502} {"data_time": 0.01062330137938261, "eta_seconds": 76360.94434272218, "iteration": 164499, "loss_fcos_cls": 0.24082842329517007, "loss_fcos_ctr": 0.6187942903488874, "loss_fcos_loc": 0.1860755947418511, "loss_mask": 0.23987666284665465, "loss_maskiou": 0.005338080994988559, "loss_sem_seg": 0.2831196109764278, "lr": 0.01, "mask_rcnn/accuracy": 0.8884713984115813, "mask_rcnn/false_negative": 0.0958706131223355, "mask_rcnn/false_positive": 0.1117284841616788, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 23.5, "time": 0.7162336707115173, "total_loss": 1.5996603334860993} {"data_time": 0.011174093931913376, "eta_seconds": 76347.32195316348, "iteration": 164519, "loss_fcos_cls": 0.23443457437679172, "loss_fcos_ctr": 0.6187083134427667, "loss_fcos_loc": 0.17769601702457294, "loss_mask": 0.24784352630376816, "loss_maskiou": 0.005343848359188996, "loss_sem_seg": 0.2615354433655739, "lr": 0.01, "mask_rcnn/accuracy": 0.8913354815610455, "mask_rcnn/false_negative": 0.07660192801090032, "mask_rcnn/false_positive": 0.13630483831910845, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.75, "time": 0.7203589733690023, "total_loss": 1.5353234200447332} {"data_time": 0.010380631312727928, "eta_seconds": 76331.99260033388, "iteration": 164539, "loss_fcos_cls": 0.2333732300903648, "loss_fcos_ctr": 0.618591757491231, "loss_fcos_loc": 0.1888046785024926, "loss_mask": 0.26501950435340405, "loss_maskiou": 0.00553705393394921, "loss_sem_seg": 0.2264233287423849, "lr": 0.01, "mask_rcnn/accuracy": 0.9008033865720201, "mask_rcnn/false_negative": 0.0895732573195649, "mask_rcnn/false_positive": 0.11405670811527857, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 30.25, "time": 0.7238875441253185, "total_loss": 1.5535396497143665} {"data_time": 0.01029862929135561, "eta_seconds": 76318.36988712195, "iteration": 164559, "loss_fcos_cls": 0.23978599475231022, "loss_fcos_ctr": 0.6181101929396391, "loss_fcos_loc": 0.18106663320213556, "loss_mask": 0.25565390521660447, "loss_maskiou": 0.005037583454395644, "loss_sem_seg": 0.26575358654372394, "lr": 0.01, "mask_rcnn/accuracy": 0.8963705936920223, "mask_rcnn/false_negative": 0.09644175965955358, "mask_rcnn/false_positive": 0.11840826814242, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.25, "time": 0.7185177924111485, "total_loss": 1.5747859017865267} {"data_time": 0.009954918175935745, "eta_seconds": 76341.82753960602, "iteration": 164579, "loss_fcos_cls": 0.23676307080313563, "loss_fcos_ctr": 0.619453277438879, "loss_fcos_loc": 0.17977043078280985, "loss_mask": 0.26200782880187035, "loss_maskiou": 0.005349681421648711, "loss_sem_seg": 0.2652127197943628, "lr": 0.01, "mask_rcnn/accuracy": 0.8950154569216849, "mask_rcnn/false_negative": 0.09479026451176625, "mask_rcnn/false_positive": 0.1259104111473559, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.7234565783292055, "total_loss": 1.5590862169046886} {"data_time": 0.01072838343679905, "eta_seconds": 76327.34430997632, "iteration": 164599, "loss_fcos_cls": 0.24911646760301664, "loss_fcos_ctr": 0.6194637110456824, "loss_fcos_loc": 0.1931279004784301, "loss_mask": 0.25882762018591166, "loss_maskiou": 0.005449619886348955, "loss_sem_seg": 0.2776029440574348, "lr": 0.01, "mask_rcnn/accuracy": 0.8889209771959099, "mask_rcnn/false_negative": 0.07827025166969653, "mask_rcnn/false_positive": 0.13341117932935054, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7287174873054028, "total_loss": 1.6270856807896052} {"data_time": 0.01019654143601656, "eta_seconds": 76325.80495906714, "iteration": 164619, "loss_fcos_cls": 0.2588213437702507, "loss_fcos_ctr": 0.6202050796709955, "loss_fcos_loc": 0.19204156170599163, "loss_mask": 0.2544956114143133, "loss_maskiou": 0.00561794480017852, "loss_sem_seg": 0.25501869060099125, "lr": 0.01, "mask_rcnn/accuracy": 0.8820205311759535, "mask_rcnn/false_negative": 0.09486537285912724, "mask_rcnn/false_positive": 0.1367291521643533, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.75, "time": 0.7447902644053102, "total_loss": 1.5998095879185712} {"data_time": 0.00979666505008936, "eta_seconds": 76304.51263058, "iteration": 164639, "loss_fcos_cls": 0.22203053289558738, "loss_fcos_ctr": 0.6185203613713384, "loss_fcos_loc": 0.17880634311586618, "loss_mask": 0.2563230274245143, "loss_maskiou": 0.005200739498832263, "loss_sem_seg": 0.2569610681384802, "lr": 0.01, "mask_rcnn/accuracy": 0.9078931732949591, "mask_rcnn/false_negative": 0.07716198252338803, "mask_rcnn/false_positive": 0.12973183461164156, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.5, "time": 0.7132202694192529, "total_loss": 1.5519958922523074} {"data_time": 0.010718114674091339, "eta_seconds": 76227.62125113513, "iteration": 164659, "loss_fcos_cls": 0.23173417628277093, "loss_fcos_ctr": 0.6190277561545372, "loss_fcos_loc": 0.18329675705172122, "loss_mask": 0.24919100664556026, "loss_maskiou": 0.0045954534580232576, "loss_sem_seg": 0.25085179088637233, "lr": 0.01, "mask_rcnn/accuracy": 0.9035602503912363, "mask_rcnn/false_negative": 0.07811476709506496, "mask_rcnn/false_positive": 0.11267490515791384, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.0, "time": 0.7172293271869421, "total_loss": 1.5510854756457775} {"data_time": 0.010742760263383389, "eta_seconds": 76133.86353199091, "iteration": 164679, "loss_fcos_cls": 0.24283935595303774, "loss_fcos_ctr": 0.6163429478183389, "loss_fcos_loc": 0.18358113046269864, "loss_mask": 0.25495449639856815, "loss_maskiou": 0.005117678207170684, "loss_sem_seg": 0.2448467151261866, "lr": 0.01, "mask_rcnn/accuracy": 0.8873014032452808, "mask_rcnn/false_negative": 0.09485513965613865, "mask_rcnn/false_positive": 0.13082435613255555, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.5, "time": 0.7212497228756547, "total_loss": 1.55858934384014} {"data_time": 0.010529023595154285, "eta_seconds": 76132.82524300832, "iteration": 164699, "loss_fcos_cls": 0.23279142746469006, "loss_fcos_ctr": 0.6202972927130759, "loss_fcos_loc": 0.1950848470441997, "loss_mask": 0.2578771156258881, "loss_maskiou": 0.005668361543939682, "loss_sem_seg": 0.24255822971463203, "lr": 0.01, "mask_rcnn/accuracy": 0.8670906748326861, "mask_rcnn/false_negative": 0.11902711293099283, "mask_rcnn/false_positive": 0.13943336186266642, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.5, "time": 0.7261180086061358, "total_loss": 1.5484374731240678} {"data_time": 0.01150323823094368, "eta_seconds": 76104.94855262991, "iteration": 164719, "loss_fcos_cls": 0.2392773344181478, "loss_fcos_ctr": 0.6188329258002341, "loss_fcos_loc": 0.1838114762213081, "loss_mask": 0.254781692288816, "loss_maskiou": 0.004777051028213464, "loss_sem_seg": 0.24480770900845528, "lr": 0.01, "mask_rcnn/accuracy": 0.8979662322488677, "mask_rcnn/false_negative": 0.08492778091466334, "mask_rcnn/false_positive": 0.148341506181876, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.75, "time": 0.6998359533026814, "total_loss": 1.5639450429589488} {"data_time": 0.009962838143110275, "eta_seconds": 76078.71272075828, "iteration": 164739, "loss_fcos_cls": 0.24316114815883338, "loss_fcos_ctr": 0.6209267475642264, "loss_fcos_loc": 0.1909762634895742, "loss_mask": 0.26946578361094, "loss_maskiou": 0.005475767848110991, "loss_sem_seg": 0.2726038887631148, "lr": 0.01, "mask_rcnn/accuracy": 0.8864087301587302, "mask_rcnn/false_negative": 0.08569476505396251, "mask_rcnn/false_positive": 0.15077732193973975, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7256338084116578, "total_loss": 1.5880129286233569} {"data_time": 0.010081264190375805, "eta_seconds": 76114.91339866631, "iteration": 164759, "loss_fcos_cls": 0.24572648922912776, "loss_fcos_ctr": 0.6159153785556555, "loss_fcos_loc": 0.1850188486278057, "loss_mask": 0.26129408925771713, "loss_maskiou": 0.005040554242441431, "loss_sem_seg": 0.2382092836778611, "lr": 0.01, "mask_rcnn/accuracy": 0.8830305432984005, "mask_rcnn/false_negative": 0.08031603954210953, "mask_rcnn/false_positive": 0.14095021141351177, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.7561459532007575, "total_loss": 1.5254158989409916} {"data_time": 0.009233443066477776, "eta_seconds": 76140.78597759362, "iteration": 164779, "loss_fcos_cls": 0.24692120135296136, "loss_fcos_ctr": 0.617449764162302, "loss_fcos_loc": 0.1849062575493008, "loss_mask": 0.24128689570352435, "loss_maskiou": 0.0044762795951101, "loss_sem_seg": 0.26116108149290085, "lr": 0.01, "mask_rcnn/accuracy": 0.8709625987491771, "mask_rcnn/false_negative": 0.09607167302924975, "mask_rcnn/false_positive": 0.1408628585745711, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7349426243454218, "total_loss": 1.5645545222141664} {"data_time": 0.010359791107475758, "eta_seconds": 76058.24612764735, "iteration": 164799, "loss_fcos_cls": 0.24225999787449837, "loss_fcos_ctr": 0.6183255617506802, "loss_fcos_loc": 0.1837937154341489, "loss_mask": 0.2559311855584383, "loss_maskiou": 0.005444885267934296, "loss_sem_seg": 0.292176497168839, "lr": 0.01, "mask_rcnn/accuracy": 0.8711446370045994, "mask_rcnn/false_negative": 0.10302098167715701, "mask_rcnn/false_positive": 0.12811175345267417, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.6949047390371561, "total_loss": 1.6145100488647586} {"data_time": 0.009462958201766014, "eta_seconds": 76011.34566330165, "iteration": 164819, "loss_fcos_cls": 0.25629419344477355, "loss_fcos_ctr": 0.6187225840985775, "loss_fcos_loc": 0.1904698151629418, "loss_mask": 0.2688669734634459, "loss_maskiou": 0.006082342792069539, "loss_sem_seg": 0.2760929283685982, "lr": 0.01, "mask_rcnn/accuracy": 0.8827239488972405, "mask_rcnn/false_negative": 0.11610198280720083, "mask_rcnn/false_positive": 0.1253073576396427, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7233552802354097, "total_loss": 1.6350634962727781} {"data_time": 0.009952932596206665, "eta_seconds": 75980.33762911148, "iteration": 164839, "loss_fcos_cls": 0.2508319579064846, "loss_fcos_ctr": 0.61996697075665, "loss_fcos_loc": 0.19717114069499075, "loss_mask": 0.26389537658542395, "loss_maskiou": 0.0064501344750169665, "loss_sem_seg": 0.23626237595453858, "lr": 0.01, "mask_rcnn/accuracy": 0.8798625434216241, "mask_rcnn/false_negative": 0.11045562887640778, "mask_rcnn/false_positive": 0.1384954336348256, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.0, "time": 0.7125424509868026, "total_loss": 1.59114599309396} {"data_time": 0.009954635985195637, "eta_seconds": 75948.3658944089, "iteration": 164859, "loss_fcos_cls": 0.2451830948702991, "loss_fcos_ctr": 0.6211684867739677, "loss_fcos_loc": 0.19113112264312804, "loss_mask": 0.2649123268201947, "loss_maskiou": 0.005683679602952907, "loss_sem_seg": 0.2865092810243368, "lr": 0.01, "mask_rcnn/accuracy": 0.8809469880423528, "mask_rcnn/false_negative": 0.09053908947682346, "mask_rcnn/false_positive": 0.14571031944183266, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.25, "time": 0.7169646630063653, "total_loss": 1.609124645969132} {"data_time": 0.009658610448241234, "eta_seconds": 75951.43705280311, "iteration": 164879, "loss_fcos_cls": 0.24168879631906748, "loss_fcos_ctr": 0.6185123245231807, "loss_fcos_loc": 0.19154317933134735, "loss_mask": 0.25811262242496014, "loss_maskiou": 0.004784098877280485, "loss_sem_seg": 0.2806884004967287, "lr": 0.01, "mask_rcnn/accuracy": 0.8730496559088752, "mask_rcnn/false_negative": 0.0954675279866245, "mask_rcnn/false_positive": 0.15579952605010144, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7156790969893336, "total_loss": 1.6018346484052017} {"data_time": 0.010561284609138966, "eta_seconds": 75985.94810184184, "iteration": 164899, "loss_fcos_cls": 0.23687940696254373, "loss_fcos_ctr": 0.6153967818245292, "loss_fcos_loc": 0.17732902010902762, "loss_mask": 0.26611021999269724, "loss_maskiou": 0.005135759580298327, "loss_sem_seg": 0.2839802398812026, "lr": 0.01, "mask_rcnn/accuracy": 0.888626502711249, "mask_rcnn/false_negative": 0.08888527801536245, "mask_rcnn/false_positive": 0.1268002285141291, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.7516628848388791, "total_loss": 1.5528852359675511} {"data_time": 0.009055259637534618, "eta_seconds": 75971.48849668074, "iteration": 164919, "loss_fcos_cls": 0.24598157918080688, "loss_fcos_ctr": 0.6166519615799189, "loss_fcos_loc": 0.18239765043836087, "loss_mask": 0.26065967697650194, "loss_maskiou": 0.00530694863118697, "loss_sem_seg": 0.269102003891021, "lr": 0.01, "mask_rcnn/accuracy": 0.8751655752887146, "mask_rcnn/false_negative": 0.08630661484216838, "mask_rcnn/false_positive": 0.16803687970773615, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.0, "time": 0.75022416934371, "total_loss": 1.592481543586473} {"data_time": 0.01067254226654768, "eta_seconds": 76042.4751764508, "iteration": 164939, "loss_fcos_cls": 0.2436648850562051, "loss_fcos_ctr": 0.6176892924122512, "loss_fcos_loc": 0.18843322794418782, "loss_mask": 0.26560959313064814, "loss_maskiou": 0.005697316846635658, "loss_sem_seg": 0.2463369145989418, "lr": 0.01, "mask_rcnn/accuracy": 0.8931077269049773, "mask_rcnn/false_negative": 0.0975686358504831, "mask_rcnn/false_positive": 0.12281330783888483, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.5, "time": 0.735601888038218, "total_loss": 1.5760251567990053} {"data_time": 0.009671014733612537, "eta_seconds": 75931.45867646392, "iteration": 164959, "loss_fcos_cls": 0.23876283993013203, "loss_fcos_ctr": 0.6178079005330801, "loss_fcos_loc": 0.18309001612942666, "loss_mask": 0.2692832751199603, "loss_maskiou": 0.005602379023912363, "loss_sem_seg": 0.2550606355071068, "lr": 0.01, "mask_rcnn/accuracy": 0.8799685757761752, "mask_rcnn/false_negative": 0.08746864247447175, "mask_rcnn/false_positive": 0.14341261431234126, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.7171314060688019, "total_loss": 1.5506316815735772} {"data_time": 0.009609062224626541, "eta_seconds": 75996.0605216911, "iteration": 164979, "loss_fcos_cls": 0.24008070747368038, "loss_fcos_ctr": 0.6160244550555944, "loss_fcos_loc": 0.18036749714519829, "loss_mask": 0.2598391128703952, "loss_maskiou": 0.005126812255184632, "loss_sem_seg": 0.2528688916936517, "lr": 0.01, "mask_rcnn/accuracy": 0.8907740368874824, "mask_rcnn/false_negative": 0.10077982818100314, "mask_rcnn/false_positive": 0.11853478540325102, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 39.0, "time": 0.7349157854914665, "total_loss": 1.590293949280749} {"data_time": 0.00948768574744463, "eta_seconds": 76006.51371643506, "iteration": 164999, "loss_fcos_cls": 0.23247741139493883, "loss_fcos_ctr": 0.6175869852304459, "loss_fcos_loc": 0.1856874304357916, "loss_mask": 0.24767394177615643, "loss_maskiou": 0.0046907214141356235, "loss_sem_seg": 0.26139126997441053, "lr": 0.01, "mask_rcnn/accuracy": 0.8861136418853256, "mask_rcnn/false_negative": 0.09540955262278339, "mask_rcnn/false_positive": 0.13504301894032278, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.709705707617104, "total_loss": 1.5546362301247427} {"data_time": 0.01015870925039053, "eta_seconds": 76010.75148817431, "iteration": 165019, "loss_fcos_cls": 0.23766913078725338, "loss_fcos_ctr": 0.6185063058510423, "loss_fcos_loc": 0.18546790559776127, "loss_mask": 0.26436068024486303, "loss_maskiou": 0.005170399250346236, "loss_sem_seg": 0.28208792256191373, "lr": 0.01, "mask_rcnn/accuracy": 0.883250875870702, "mask_rcnn/false_negative": 0.104394980735751, "mask_rcnn/false_positive": 0.1331169347570318, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7447321843355894, "total_loss": 1.6168686286255252} {"data_time": 0.00941300019621849, "eta_seconds": 75996.27062944975, "iteration": 165039, "loss_fcos_cls": 0.24231821531429887, "loss_fcos_ctr": 0.6157873049378395, "loss_fcos_loc": 0.18772160285152495, "loss_mask": 0.25229709781706333, "loss_maskiou": 0.005446627741548582, "loss_sem_seg": 0.2749076271429658, "lr": 0.01, "mask_rcnn/accuracy": 0.8982923361905657, "mask_rcnn/false_negative": 0.10018514594399058, "mask_rcnn/false_positive": 0.09161082289213879, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 35.0, "time": 0.7020508414134383, "total_loss": 1.5616040231398074} {"data_time": 0.009566479362547398, "eta_seconds": 75955.61994928587, "iteration": 165059, "loss_fcos_cls": 0.2692853258922696, "loss_fcos_ctr": 0.6197200752794743, "loss_fcos_loc": 0.19462175923399627, "loss_mask": 0.27371216006577015, "loss_maskiou": 0.005496223579939397, "loss_sem_seg": 0.2862857333384454, "lr": 0.01, "mask_rcnn/accuracy": 0.8655428873452129, "mask_rcnn/false_negative": 0.08911608017337319, "mask_rcnn/false_positive": 0.15743327145530447, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7258274601772428, "total_loss": 1.637542831202154} {"data_time": 0.010021134279668331, "eta_seconds": 75941.14407809172, "iteration": 165079, "loss_fcos_cls": 0.24728346150368452, "loss_fcos_ctr": 0.6161958533339202, "loss_fcos_loc": 0.1848259522812441, "loss_mask": 0.2555398936383426, "loss_maskiou": 0.005493755488714669, "loss_sem_seg": 0.26721667242236435, "lr": 0.01, "mask_rcnn/accuracy": 0.9048277683268002, "mask_rcnn/false_negative": 0.08947945607037658, "mask_rcnn/false_positive": 0.1027227772656164, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 25.25, "time": 0.7227032165974379, "total_loss": 1.5618659418614698} {"data_time": 0.009898001328110695, "eta_seconds": 75966.44227955025, "iteration": 165099, "loss_fcos_cls": 0.2552318316884339, "loss_fcos_ctr": 0.6187551538459957, "loss_fcos_loc": 0.19194767740555108, "loss_mask": 0.26318792905658484, "loss_maskiou": 0.0055800056288717315, "loss_sem_seg": 0.26624768949113786, "lr": 0.01, "mask_rcnn/accuracy": 0.8891708956309796, "mask_rcnn/false_negative": 0.07940284140882634, "mask_rcnn/false_positive": 0.13711414625989765, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.25, "time": 0.7351933885365725, "total_loss": 1.585005833330797} {"data_time": 0.010243878699839115, "eta_seconds": 75953.20275506936, "iteration": 165119, "loss_fcos_cls": 0.25997373601421714, "loss_fcos_ctr": 0.6208223011344671, "loss_fcos_loc": 0.19258193904533982, "loss_mask": 0.27673839032649994, "loss_maskiou": 0.005471857366501354, "loss_sem_seg": 0.30177984153851867, "lr": 0.01, "mask_rcnn/accuracy": 0.8765173149219201, "mask_rcnn/false_negative": 0.10165589929458155, "mask_rcnn/false_positive": 0.14081141648763634, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.25, "time": 0.7263657068833709, "total_loss": 1.63289691391401} {"data_time": 0.010280151851475239, "eta_seconds": 75923.86633582693, "iteration": 165139, "loss_fcos_cls": 0.25224677845835686, "loss_fcos_ctr": 0.6142660859040916, "loss_fcos_loc": 0.18115125776967034, "loss_mask": 0.26611263398081064, "loss_maskiou": 0.0048921707275439985, "loss_sem_seg": 0.25521283328998834, "lr": 0.01, "mask_rcnn/accuracy": 0.8632580413117628, "mask_rcnn/false_negative": 0.10242882133808932, "mask_rcnn/false_positive": 0.15739888494374404, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.7171312822028995, "total_loss": 1.5380243979016086} {"data_time": 0.010432505048811436, "eta_seconds": 75903.3332127314, "iteration": 165159, "loss_fcos_cls": 0.2535319905728102, "loss_fcos_ctr": 0.6226802282035351, "loss_fcos_loc": 0.19743125943932682, "loss_mask": 0.2671750052832067, "loss_maskiou": 0.005293674832500983, "loss_sem_seg": 0.25532635138370097, "lr": 0.01, "mask_rcnn/accuracy": 0.8981092436974789, "mask_rcnn/false_negative": 0.06842703187470564, "mask_rcnn/false_positive": 0.13308967444743372, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.0, "time": 0.7289845356717706, "total_loss": 1.6097197059207247} {"data_time": 0.009926540777087212, "eta_seconds": 75908.50846211892, "iteration": 165179, "loss_fcos_cls": 0.23514545755460858, "loss_fcos_ctr": 0.6195801366120577, "loss_fcos_loc": 0.18402488576248288, "loss_mask": 0.26547895185649395, "loss_maskiou": 0.005062170799646992, "loss_sem_seg": 0.2688859826885164, "lr": 0.01, "mask_rcnn/accuracy": 0.8946318137644669, "mask_rcnn/false_negative": 0.08298087491194137, "mask_rcnn/false_positive": 0.1276630566184605, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 24.5, "time": 0.7335167769342661, "total_loss": 1.580922325651045} {"data_time": 0.010279185138642788, "eta_seconds": 75899.46142717637, "iteration": 165199, "loss_fcos_cls": 0.2436283677816391, "loss_fcos_ctr": 0.6202697111293674, "loss_fcos_loc": 0.19446759845595807, "loss_mask": 0.2573779672384262, "loss_maskiou": 0.004996341362129897, "loss_sem_seg": 0.2676957449875772, "lr": 0.01, "mask_rcnn/accuracy": 0.8749395083236546, "mask_rcnn/false_negative": 0.09512305998027844, "mask_rcnn/false_positive": 0.1455571275507445, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.25, "time": 0.7322823563590646, "total_loss": 1.6099569219368277} {"data_time": 0.009634474292397499, "eta_seconds": 75879.54155340325, "iteration": 165219, "loss_fcos_cls": 0.23286496300715953, "loss_fcos_ctr": 0.6186069808900356, "loss_fcos_loc": 0.18575183721259236, "loss_mask": 0.2546372516080737, "loss_maskiou": 0.005663009607815184, "loss_sem_seg": 0.24495262000709772, "lr": 0.01, "mask_rcnn/accuracy": 0.9101064066163188, "mask_rcnn/false_negative": 0.08831049025466593, "mask_rcnn/false_positive": 0.10754883373694962, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.75, "time": 0.7198288552463055, "total_loss": 1.5576011791781639} {"data_time": 0.009987462311983109, "eta_seconds": 75866.3006056752, "iteration": 165239, "loss_fcos_cls": 0.2375418827868998, "loss_fcos_ctr": 0.6187703474424779, "loss_fcos_loc": 0.18939422478433698, "loss_mask": 0.2655340265482664, "loss_maskiou": 0.0056852151319617406, "loss_sem_seg": 0.26817223662510514, "lr": 0.01, "mask_rcnn/accuracy": 0.8733505333951763, "mask_rcnn/false_negative": 0.09429327429195225, "mask_rcnn/false_positive": 0.10914239543809401, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.0, "time": 0.7345627192407846, "total_loss": 1.589856685102859} {"data_time": 0.010377061553299427, "eta_seconds": 75856.00795167871, "iteration": 165259, "loss_fcos_cls": 0.23962826060596853, "loss_fcos_ctr": 0.6173453042283654, "loss_fcos_loc": 0.18254053249256685, "loss_mask": 0.2599233938381076, "loss_maskiou": 0.004654316959204152, "loss_sem_seg": 0.26863157376646996, "lr": 0.01, "mask_rcnn/accuracy": 0.8857142857142857, "mask_rcnn/false_negative": 0.08984665421172147, "mask_rcnn/false_positive": 0.13578605035335395, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.25, "time": 0.7180010955780745, "total_loss": 1.577876359646325} {"data_time": 0.010237331502139568, "eta_seconds": 75847.77731392253, "iteration": 165279, "loss_fcos_cls": 0.24013973178807646, "loss_fcos_ctr": 0.618420266546309, "loss_fcos_loc": 0.18375079618999735, "loss_mask": 0.2715186523273587, "loss_maskiou": 0.004969502908352297, "loss_sem_seg": 0.2870385446585715, "lr": 0.01, "mask_rcnn/accuracy": 0.9094967049319729, "mask_rcnn/false_negative": 0.0748284338905404, "mask_rcnn/false_positive": 0.09309526431317602, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 25.5, "time": 0.7133384961634874, "total_loss": 1.5775897797939251} {"data_time": 0.010373307392001152, "eta_seconds": 75865.48107999377, "iteration": 165299, "loss_fcos_cls": 0.2415992480237037, "loss_fcos_ctr": 0.620558662340045, "loss_fcos_loc": 0.1861895810579881, "loss_mask": 0.25917623843997717, "loss_maskiou": 0.005183399422094226, "loss_sem_seg": 0.26474263425916433, "lr": 0.01, "mask_rcnn/accuracy": 0.8723989595838335, "mask_rcnn/false_negative": 0.10170734172418346, "mask_rcnn/false_positive": 0.15112681589602797, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 43.25, "time": 0.7232306459918618, "total_loss": 1.577216915829922} {"data_time": 0.009756486862897873, "eta_seconds": 75857.77954731137, "iteration": 165319, "loss_fcos_cls": 0.2194733009673655, "loss_fcos_ctr": 0.6146067772060633, "loss_fcos_loc": 0.1858416711911559, "loss_mask": 0.246099597774446, "loss_maskiou": 0.004397403237817343, "loss_sem_seg": 0.2309941976564005, "lr": 0.01, "mask_rcnn/accuracy": 0.9030435769454652, "mask_rcnn/false_negative": 0.08314699055675556, "mask_rcnn/false_positive": 0.11742747420082801, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.75, "time": 0.7163285966962576, "total_loss": 1.5429112241254188} {"data_time": 0.010216846130788326, "eta_seconds": 75793.88214784674, "iteration": 165339, "loss_fcos_cls": 0.25164397503249347, "loss_fcos_ctr": 0.6181518253870308, "loss_fcos_loc": 0.18383984547108412, "loss_mask": 0.2594707510434091, "loss_maskiou": 0.005585583450738341, "loss_sem_seg": 0.2278713695704937, "lr": 0.01, "mask_rcnn/accuracy": 0.8741459153338036, "mask_rcnn/false_negative": 0.11170138650165443, "mask_rcnn/false_positive": 0.149941842346254, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 37.0, "time": 0.7175536286085844, "total_loss": 1.554214284158661} {"data_time": 0.010183106176555157, "eta_seconds": 75783.58549251594, "iteration": 165359, "loss_fcos_cls": 0.24587195506319404, "loss_fcos_ctr": 0.6219944530166686, "loss_fcos_loc": 0.19005365786142647, "loss_mask": 0.2647590539418161, "loss_maskiou": 0.005930487001023721, "loss_sem_seg": 0.2522527910768986, "lr": 0.01, "mask_rcnn/accuracy": 0.8696551176163535, "mask_rcnn/false_negative": 0.08485275927678786, "mask_rcnn/false_positive": 0.15124517333756116, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 21.0, "time": 0.7352330945432186, "total_loss": 1.5935013321068254} {"data_time": 0.010367462411522865, "eta_seconds": 75807.51373979263, "iteration": 165379, "loss_fcos_cls": 0.24392572697252035, "loss_fcos_ctr": 0.6197387836873531, "loss_fcos_loc": 0.18522996408864856, "loss_mask": 0.265156043227762, "loss_maskiou": 0.006401918995834421, "loss_sem_seg": 0.2520572543144226, "lr": 0.01, "mask_rcnn/accuracy": 0.8919770408163266, "mask_rcnn/false_negative": 0.07807215788729943, "mask_rcnn/false_positive": 0.10955070959032705, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 23.75, "time": 0.7340869149193168, "total_loss": 1.5764708924252773} {"data_time": 0.009732076898217201, "eta_seconds": 75776.12935999967, "iteration": 165399, "loss_fcos_cls": 0.23703897884115577, "loss_fcos_ctr": 0.6183459814637899, "loss_fcos_loc": 0.18982646730728447, "loss_mask": 0.2608400322496891, "loss_maskiou": 0.005518412530364003, "loss_sem_seg": 0.28261271258816123, "lr": 0.01, "mask_rcnn/accuracy": 0.8886460467498603, "mask_rcnn/false_negative": 0.09660928812870007, "mask_rcnn/false_positive": 0.10853327407607277, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.5, "time": 0.7373149776831269, "total_loss": 1.573076128042885} {"data_time": 0.010313653387129307, "eta_seconds": 75793.88701163325, "iteration": 165419, "loss_fcos_cls": 0.24260995956137776, "loss_fcos_ctr": 0.6205164627172053, "loss_fcos_loc": 0.18811973551055416, "loss_mask": 0.25167537946254015, "loss_maskiou": 0.005118725850479677, "loss_sem_seg": 0.31801357865333557, "lr": 0.01, "mask_rcnn/accuracy": 0.8661979672821509, "mask_rcnn/false_negative": 0.10940694686986949, "mask_rcnn/false_positive": 0.15171297206185697, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.25, "time": 0.7466527447104454, "total_loss": 1.5709133181371726} {"data_time": 0.00918204803019762, "eta_seconds": 75721.46369001828, "iteration": 165439, "loss_fcos_cls": 0.23476676014252007, "loss_fcos_ctr": 0.6177802155725658, "loss_fcos_loc": 0.1817813840461895, "loss_mask": 0.26188922207802534, "loss_maskiou": 0.005548263696255162, "loss_sem_seg": 0.2655919576063752, "lr": 0.01, "mask_rcnn/accuracy": 0.8882962901759894, "mask_rcnn/false_negative": 0.09450095728176383, "mask_rcnn/false_positive": 0.14196249595836574, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.7162898369133472, "total_loss": 1.572735209032544} {"data_time": 0.010644865222275257, "eta_seconds": 75644.7460117042, "iteration": 165459, "loss_fcos_cls": 0.23617344128433615, "loss_fcos_ctr": 0.6170902345329523, "loss_fcos_loc": 0.18815096467733383, "loss_mask": 0.24834619089961052, "loss_maskiou": 0.004725723192677833, "loss_sem_seg": 0.2458918415941298, "lr": 0.01, "mask_rcnn/accuracy": 0.9032301434087149, "mask_rcnn/false_negative": 0.08030786981524529, "mask_rcnn/false_positive": 0.1109108417702861, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7098234333097935, "total_loss": 1.5253008087602211} {"data_time": 0.009829019196331501, "eta_seconds": 75666.57665367983, "iteration": 165479, "loss_fcos_cls": 0.24232816067524254, "loss_fcos_ctr": 0.6229535918682814, "loss_fcos_loc": 0.19134383834898472, "loss_mask": 0.26114603597670794, "loss_maskiou": 0.005505375156644732, "loss_sem_seg": 0.2703491598367691, "lr": 0.01, "mask_rcnn/accuracy": 0.8781278136254502, "mask_rcnn/false_negative": 0.11012106012846064, "mask_rcnn/false_positive": 0.14758083852225817, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.25, "time": 0.7279244475066662, "total_loss": 1.5836611825507134} {"data_time": 0.009430674836039543, "eta_seconds": 75667.66306891013, "iteration": 165499, "loss_fcos_cls": 0.257508143549785, "loss_fcos_ctr": 0.6181552074849606, "loss_fcos_loc": 0.18889126309659332, "loss_mask": 0.2516827592626214, "loss_maskiou": 0.005264457435259828, "loss_sem_seg": 0.2580160624347627, "lr": 0.01, "mask_rcnn/accuracy": 0.8957160643498706, "mask_rcnn/false_negative": 0.07932702957820637, "mask_rcnn/false_positive": 0.13291728384954166, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7203460587188601, "total_loss": 1.578313140620594} {"data_time": 0.010961276479065418, "eta_seconds": 75653.18135809992, "iteration": 165519, "loss_fcos_cls": 0.24647035636007786, "loss_fcos_ctr": 0.617458151653409, "loss_fcos_loc": 0.19422384956851602, "loss_mask": 0.2636399371549487, "loss_maskiou": 0.004944657601299696, "loss_sem_seg": 0.27631579153239727, "lr": 0.01, "mask_rcnn/accuracy": 0.8833891745243786, "mask_rcnn/false_negative": 0.10040333700715809, "mask_rcnn/false_positive": 0.127248384423953, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.7138395961374044, "total_loss": 1.591674002844229} {"data_time": 0.010444747284054756, "eta_seconds": 75628.218833616, "iteration": 165539, "loss_fcos_cls": 0.23396198928821832, "loss_fcos_ctr": 0.6197812715545297, "loss_fcos_loc": 0.18708270555362105, "loss_mask": 0.25237857084721327, "loss_maskiou": 0.004760681571497116, "loss_sem_seg": 0.27914404834154993, "lr": 0.01, "mask_rcnn/accuracy": 0.8988247084548104, "mask_rcnn/false_negative": 0.08736015573135125, "mask_rcnn/false_positive": 0.08957633119587927, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.25, "time": 0.7122871978208423, "total_loss": 1.5502642876817845} {"data_time": 0.00965543556958437, "eta_seconds": 75625.39147804864, "iteration": 165559, "loss_fcos_cls": 0.23455852823099121, "loss_fcos_ctr": 0.6181372720748186, "loss_fcos_loc": 0.18179936078377068, "loss_mask": 0.26682354463264346, "loss_maskiou": 0.005926430763793178, "loss_sem_seg": 0.27710415655747056, "lr": 0.01, "mask_rcnn/accuracy": 0.871096599603224, "mask_rcnn/false_negative": 0.09414428698377106, "mask_rcnn/false_positive": 0.16221873732131717, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 41.25, "time": 0.7258512228727341, "total_loss": 1.6074918008052919} {"data_time": 0.009859363548457623, "eta_seconds": 75619.34935204592, "iteration": 165579, "loss_fcos_cls": 0.24776828312315047, "loss_fcos_ctr": 0.61779271857813, "loss_fcos_loc": 0.18330109887756407, "loss_mask": 0.2667845576070249, "loss_maskiou": 0.005663995842041913, "loss_sem_seg": 0.26770125329494476, "lr": 0.01, "mask_rcnn/accuracy": 0.8979259094942325, "mask_rcnn/false_negative": 0.07401582782010552, "mask_rcnn/false_positive": 0.1405904817802035, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.0, "time": 0.7317745247855783, "total_loss": 1.6040481354721123} {"data_time": 0.009128080680966377, "eta_seconds": 75584.7797211241, "iteration": 165599, "loss_fcos_cls": 0.2484433234349126, "loss_fcos_ctr": 0.6162558756768703, "loss_fcos_loc": 0.18923791393171996, "loss_mask": 0.2489354433491826, "loss_maskiou": 0.005689897217962425, "loss_sem_seg": 0.28262326889671385, "lr": 0.01, "mask_rcnn/accuracy": 0.9083235217163789, "mask_rcnn/false_negative": 0.08305590214576217, "mask_rcnn/false_positive": 0.09442217411908799, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.25, "time": 0.7108679413795471, "total_loss": 1.6023885178292403} {"data_time": 0.00973404198884964, "eta_seconds": 75507.83688161056, "iteration": 165619, "loss_fcos_cls": 0.23272219928912818, "loss_fcos_ctr": 0.6178793772123754, "loss_fcos_loc": 0.18886697001289576, "loss_mask": 0.2538269152864814, "loss_maskiou": 0.005131233963766135, "loss_sem_seg": 0.2746223551221192, "lr": 0.01, "mask_rcnn/accuracy": 0.8797588188501206, "mask_rcnn/false_negative": 0.11225733037081147, "mask_rcnn/false_positive": 0.13850559082486444, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.75, "time": 0.7213303875178099, "total_loss": 1.5800530386841274} {"data_time": 0.009317073971033096, "eta_seconds": 75493.36914574262, "iteration": 165639, "loss_fcos_cls": 0.2358414912596345, "loss_fcos_ctr": 0.6180563569068909, "loss_fcos_loc": 0.1848100353963673, "loss_mask": 0.2462833859026432, "loss_maskiou": 0.004965365966199897, "loss_sem_seg": 0.26498049031943083, "lr": 0.01, "mask_rcnn/accuracy": 0.893356703214256, "mask_rcnn/false_negative": 0.08844673206795306, "mask_rcnn/false_positive": 0.13375982543736314, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.75, "time": 0.7155456207692623, "total_loss": 1.538301043166939} {"data_time": 0.010244877077639103, "eta_seconds": 75524.25586054474, "iteration": 165659, "loss_fcos_cls": 0.24351087654940784, "loss_fcos_ctr": 0.6205893633887172, "loss_fcos_loc": 0.18076156522147357, "loss_mask": 0.27201327169314027, "loss_maskiou": 0.005692445993190631, "loss_sem_seg": 0.27010263269767165, "lr": 0.01, "mask_rcnn/accuracy": 0.8871737338227974, "mask_rcnn/false_negative": 0.10364757305524214, "mask_rcnn/false_positive": 0.13562744554752448, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7281202599406242, "total_loss": 1.585447241232032} {"data_time": 0.009954581968486309, "eta_seconds": 75539.7371528754, "iteration": 165679, "loss_fcos_cls": 0.24902317230589688, "loss_fcos_ctr": 0.6214948827400804, "loss_fcos_loc": 0.19214564363937825, "loss_mask": 0.2613544035702944, "loss_maskiou": 0.005605971527984366, "loss_sem_seg": 0.26582938502542675, "lr": 0.01, "mask_rcnn/accuracy": 0.8982795746442858, "mask_rcnn/false_negative": 0.0809752410099667, "mask_rcnn/false_positive": 0.14930664294070348, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7310838596895337, "total_loss": 1.5917041820794111} {"data_time": 0.01047584693878889, "eta_seconds": 75512.38120030425, "iteration": 165699, "loss_fcos_cls": 0.24734715127851814, "loss_fcos_ctr": 0.6187851820141077, "loss_fcos_loc": 0.1924403056036681, "loss_mask": 0.25337280984967947, "loss_maskiou": 0.004657668516301783, "loss_sem_seg": 0.2580969971604645, "lr": 0.01, "mask_rcnn/accuracy": 0.8670398170789053, "mask_rcnn/false_negative": 0.11173924053135095, "mask_rcnn/false_positive": 0.16035987331599466, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.5, "time": 0.7176310084760189, "total_loss": 1.579741166322492} {"data_time": 0.009686573408544064, "eta_seconds": 75567.91689965874, "iteration": 165719, "loss_fcos_cls": 0.25197619176469743, "loss_fcos_ctr": 0.6165976580232382, "loss_fcos_loc": 0.18303046596702188, "loss_mask": 0.25132776983082294, "loss_maskiou": 0.00552167312707752, "loss_sem_seg": 0.26846902491524816, "lr": 0.01, "mask_rcnn/accuracy": 0.8619179133517814, "mask_rcnn/false_negative": 0.09095423941761824, "mask_rcnn/false_positive": 0.16512415760558688, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.25, "time": 0.7412608014419675, "total_loss": 1.5931297996430658} {"data_time": 0.011329111643135548, "eta_seconds": 75561.97066120896, "iteration": 165739, "loss_fcos_cls": 0.2361105914460495, "loss_fcos_ctr": 0.6164782596752048, "loss_fcos_loc": 0.18330996250733733, "loss_mask": 0.2508756425231695, "loss_maskiou": 0.005123940092744306, "loss_sem_seg": 0.27540906611829996, "lr": 0.01, "mask_rcnn/accuracy": 0.8976602359693877, "mask_rcnn/false_negative": 0.08212209025509615, "mask_rcnn/false_positive": 0.1418660149481245, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 23.5, "time": 0.7280016168951988, "total_loss": 1.5548778114462039} {"data_time": 0.010116074234247208, "eta_seconds": 75513.29331833962, "iteration": 165759, "loss_fcos_cls": 0.24021487194113433, "loss_fcos_ctr": 0.6173549871891737, "loss_fcos_loc": 0.18542651715688407, "loss_mask": 0.25726650981232524, "loss_maskiou": 0.005068191553618817, "loss_sem_seg": 0.25255802902393043, "lr": 0.01, "mask_rcnn/accuracy": 0.9016233553861105, "mask_rcnn/false_negative": 0.07756338537975177, "mask_rcnn/false_positive": 0.10737093095542107, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 23.25, "time": 0.7229968933388591, "total_loss": 1.5680205125499924} {"data_time": 0.009999114088714123, "eta_seconds": 75454.46238364838, "iteration": 165779, "loss_fcos_cls": 0.24184601800516248, "loss_fcos_ctr": 0.6166792809963226, "loss_fcos_loc": 0.1858413948211819, "loss_mask": 0.2713598571717739, "loss_maskiou": 0.005272288399282843, "loss_sem_seg": 0.2513979412615299, "lr": 0.01, "mask_rcnn/accuracy": 0.8726709514974822, "mask_rcnn/false_negative": 0.09859795358028178, "mask_rcnn/false_positive": 0.13915221400047878, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.7115597780793905, "total_loss": 1.568632534959761} {"data_time": 0.01022604014724493, "eta_seconds": 75484.31689128373, "iteration": 165799, "loss_fcos_cls": 0.23257146507967263, "loss_fcos_ctr": 0.6218957155942917, "loss_fcos_loc": 0.18611428933218122, "loss_mask": 0.25902459723874927, "loss_maskiou": 0.00535372495505726, "loss_sem_seg": 0.2545025795698166, "lr": 0.01, "mask_rcnn/accuracy": 0.8817246369701727, "mask_rcnn/false_negative": 0.09747918733311005, "mask_rcnn/false_positive": 0.12786925190700021, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.7249230481684208, "total_loss": 1.5581708191602957} {"data_time": 0.010234775021672249, "eta_seconds": 75425.50297532044, "iteration": 165819, "loss_fcos_cls": 0.24434265727177262, "loss_fcos_ctr": 0.6182288331910968, "loss_fcos_loc": 0.1870786283398047, "loss_mask": 0.2506353631615639, "loss_maskiou": 0.004827055185160134, "loss_sem_seg": 0.2731680553406477, "lr": 0.01, "mask_rcnn/accuracy": 0.8921459953028831, "mask_rcnn/false_negative": 0.08895387745177041, "mask_rcnn/false_positive": 0.12535276429318057, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.75, "time": 0.6969493441283703, "total_loss": 1.570222628492047} {"data_time": 0.009731445461511612, "eta_seconds": 75411.02327115647, "iteration": 165839, "loss_fcos_cls": 0.23433975072111934, "loss_fcos_ctr": 0.6193561442196369, "loss_fcos_loc": 0.19216971332207322, "loss_mask": 0.26359506929293275, "loss_maskiou": 0.005772573884314625, "loss_sem_seg": 0.24953342555090785, "lr": 0.01, "mask_rcnn/accuracy": 0.8727051205820674, "mask_rcnn/false_negative": 0.13038941431398482, "mask_rcnn/false_positive": 0.14750050678559595, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.0, "time": 0.7150305230170488, "total_loss": 1.5791423360678891} {"data_time": 0.009814075194299221, "eta_seconds": 75475.00202979986, "iteration": 165859, "loss_fcos_cls": 0.2437341259792447, "loss_fcos_ctr": 0.6201432663947344, "loss_fcos_loc": 0.1903698812238872, "loss_mask": 0.26500407606363297, "loss_maskiou": 0.005935531778959557, "loss_sem_seg": 0.2552575720474124, "lr": 0.01, "mask_rcnn/accuracy": 0.8597322176671256, "mask_rcnn/false_negative": 0.10021161393536765, "mask_rcnn/false_positive": 0.20424031906162038, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.75, "time": 0.7331102043390274, "total_loss": 1.592727217299398} {"data_time": 0.010481075383722782, "eta_seconds": 75484.48363404348, "iteration": 165879, "loss_fcos_cls": 0.24068472860381007, "loss_fcos_ctr": 0.6166559755802155, "loss_fcos_loc": 0.187826756387949, "loss_mask": 0.26326242461800575, "loss_maskiou": 0.005665284446877195, "loss_sem_seg": 0.2733175053726882, "lr": 0.01, "mask_rcnn/accuracy": 0.869454941067336, "mask_rcnn/false_negative": 0.11291075344657453, "mask_rcnn/false_positive": 0.15481435062792326, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.0, "time": 0.7333626840263605, "total_loss": 1.5946414720056055} {"data_time": 0.0104212686419487, "eta_seconds": 75437.47870821506, "iteration": 165899, "loss_fcos_cls": 0.24719028687104583, "loss_fcos_ctr": 0.6181742874905467, "loss_fcos_loc": 0.19087061192840338, "loss_mask": 0.264496142975986, "loss_maskiou": 0.005269181787298294, "loss_sem_seg": 0.3067099042236805, "lr": 0.01, "mask_rcnn/accuracy": 0.9006163845938797, "mask_rcnn/false_negative": 0.08655096150424418, "mask_rcnn/false_positive": 0.1214666163913101, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.5, "time": 0.7211944255977869, "total_loss": 1.6310787964903284} {"data_time": 0.009958124719560146, "eta_seconds": 75397.38761011604, "iteration": 165919, "loss_fcos_cls": 0.24849147233180702, "loss_fcos_ctr": 0.619609687011689, "loss_fcos_loc": 0.1838605385273695, "loss_mask": 0.2675928343087435, "loss_maskiou": 0.005324661615304649, "loss_sem_seg": 0.2706947233527899, "lr": 0.01, "mask_rcnn/accuracy": 0.8811693427370948, "mask_rcnn/false_negative": 0.09042142509913745, "mask_rcnn/false_positive": 0.13341672391874376, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.5, "time": 0.7287896061316133, "total_loss": 1.5887594663436175} {"data_time": 0.009896905161440372, "eta_seconds": 75414.44967214856, "iteration": 165939, "loss_fcos_cls": 0.23752605472691357, "loss_fcos_ctr": 0.6165761612355709, "loss_fcos_loc": 0.1865734977182001, "loss_mask": 0.2601228388957679, "loss_maskiou": 0.005493648670380935, "loss_sem_seg": 0.27845956827513874, "lr": 0.01, "mask_rcnn/accuracy": 0.894670731763855, "mask_rcnn/false_negative": 0.08737684045991286, "mask_rcnn/false_positive": 0.13181655862638014, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7357463426887989, "total_loss": 1.5915267346717883} {"data_time": 0.01028256956487894, "eta_seconds": 75416.65159529075, "iteration": 165959, "loss_fcos_cls": 0.24248214438557625, "loss_fcos_ctr": 0.6183098549954593, "loss_fcos_loc": 0.1904525780119002, "loss_mask": 0.2573081427253783, "loss_maskiou": 0.0043961152891824895, "loss_sem_seg": 0.2432059650309384, "lr": 0.01, "mask_rcnn/accuracy": 0.892337477573447, "mask_rcnn/false_negative": 0.0811350356386782, "mask_rcnn/false_positive": 0.1166895196306961, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.75, "time": 0.7236353289335966, "total_loss": 1.5768174000331783} {"data_time": 0.009161015041172504, "eta_seconds": 75322.50456168223, "iteration": 165979, "loss_fcos_cls": 0.2636589165776968, "loss_fcos_ctr": 0.621072013862431, "loss_fcos_loc": 0.1919130685273558, "loss_mask": 0.2728979317471385, "loss_maskiou": 0.005623300399747677, "loss_sem_seg": 0.27018732530996203, "lr": 0.01, "mask_rcnn/accuracy": 0.8904266658780448, "mask_rcnn/false_negative": 0.10043538372759378, "mask_rcnn/false_positive": 0.1180461342253965, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.5, "time": 0.7120770188048482, "total_loss": 1.6294407616660465} {"data_time": 0.010757813230156898, "eta_seconds": 75370.96684015263, "iteration": 165999, "loss_fcos_cls": 0.23404254487832077, "loss_fcos_ctr": 0.6189616238698363, "loss_fcos_loc": 0.1900334085803479, "loss_mask": 0.26182029442861676, "loss_maskiou": 0.006124391686171293, "loss_sem_seg": 0.30547072226181626, "lr": 0.01, "mask_rcnn/accuracy": 0.8861441177348133, "mask_rcnn/false_negative": 0.08593534145286648, "mask_rcnn/false_positive": 0.11527880887929068, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.7540305275470018, "total_loss": 1.606709392992343} {"data_time": 0.009564703330397606, "eta_seconds": 75281.30391977075, "iteration": 166019, "loss_fcos_cls": 0.24054982629604638, "loss_fcos_ctr": 0.6195174027234316, "loss_fcos_loc": 0.18581204034853727, "loss_mask": 0.25395686412230134, "loss_maskiou": 0.005613550485577434, "loss_sem_seg": 0.2530985367484391, "lr": 0.01, "mask_rcnn/accuracy": 0.9001903708536362, "mask_rcnn/false_negative": 0.08440792785163334, "mask_rcnn/false_positive": 0.10759410630830891, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 41.5, "time": 0.7278275927528739, "total_loss": 1.5557842207272188} {"data_time": 0.009488689713180065, "eta_seconds": 75366.69374307431, "iteration": 166039, "loss_fcos_cls": 0.242364110192284, "loss_fcos_ctr": 0.6169837769120932, "loss_fcos_loc": 0.1818502943497151, "loss_mask": 0.25458542723208666, "loss_maskiou": 0.005088460566184949, "loss_sem_seg": 0.2705353044439107, "lr": 0.01, "mask_rcnn/accuracy": 0.8896086800104657, "mask_rcnn/false_negative": 0.10313693348054187, "mask_rcnn/false_positive": 0.10948240384584468, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7290100064128637, "total_loss": 1.5578389964284725} {"data_time": 0.009927342645823956, "eta_seconds": 75361.61621761043, "iteration": 166059, "loss_fcos_cls": 0.24417250999249518, "loss_fcos_ctr": 0.6137805115431547, "loss_fcos_loc": 0.1828962885774672, "loss_mask": 0.24196926411241293, "loss_maskiou": 0.005215026088990271, "loss_sem_seg": 0.24556835845578462, "lr": 0.01, "mask_rcnn/accuracy": 0.8636613075462742, "mask_rcnn/false_negative": 0.113424450886675, "mask_rcnn/false_positive": 0.13322435418937928, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.5, "time": 0.7393834190443158, "total_loss": 1.5358092652313644} {"data_time": 0.010790987871587276, "eta_seconds": 75347.11537266616, "iteration": 166079, "loss_fcos_cls": 0.24236790463328362, "loss_fcos_ctr": 0.6169432075694203, "loss_fcos_loc": 0.1914566473569721, "loss_mask": 0.25218690652400255, "loss_maskiou": 0.005090229773486499, "loss_sem_seg": 0.2858558730222285, "lr": 0.01, "mask_rcnn/accuracy": 0.8910528273809524, "mask_rcnn/false_negative": 0.08789031361167927, "mask_rcnn/false_positive": 0.12879196946083427, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.0, "time": 0.7250593211501837, "total_loss": 1.5816181723021145} {"data_time": 0.011261654086411, "eta_seconds": 75315.16918716952, "iteration": 166099, "loss_fcos_cls": 0.24546037754043937, "loss_fcos_ctr": 0.6188399782404304, "loss_fcos_loc": 0.19116135709919035, "loss_mask": 0.2625079648569226, "loss_maskiou": 0.005548242832446704, "loss_sem_seg": 0.2914831070229411, "lr": 0.01, "mask_rcnn/accuracy": 0.8741218728165768, "mask_rcnn/false_negative": 0.1017018393146367, "mask_rcnn/false_positive": 0.1546723313093196, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.732307368889451, "total_loss": 1.6186474094938603} {"data_time": 0.010011284612119198, "eta_seconds": 75325.46043522935, "iteration": 166119, "loss_fcos_cls": 0.24825280345976353, "loss_fcos_ctr": 0.6192942159250379, "loss_fcos_loc": 0.18616601056419313, "loss_mask": 0.25005947705358267, "loss_maskiou": 0.00499192088318523, "loss_sem_seg": 0.2451460175216198, "lr": 0.01, "mask_rcnn/accuracy": 0.8696093974561656, "mask_rcnn/false_negative": 0.0993072010019952, "mask_rcnn/false_positive": 0.1773095047037691, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7324295789003372, "total_loss": 1.5682375710457563} {"data_time": 0.009340386837720871, "eta_seconds": 75320.92281388119, "iteration": 166139, "loss_fcos_cls": 0.24295108951628208, "loss_fcos_ctr": 0.6187402689829469, "loss_fcos_loc": 0.18193117005284876, "loss_mask": 0.25680611887946725, "loss_maskiou": 0.005547498636587989, "loss_sem_seg": 0.2825825691688806, "lr": 0.01, "mask_rcnn/accuracy": 0.8870131829327476, "mask_rcnn/false_negative": 0.09389413844051776, "mask_rcnn/false_positive": 0.1383868408450134, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7124992283061147, "total_loss": 1.6050172165341792} {"data_time": 0.010416282340884209, "eta_seconds": 75325.22533894144, "iteration": 166159, "loss_fcos_cls": 0.24159327964298427, "loss_fcos_ctr": 0.6216201921924949, "loss_fcos_loc": 0.19622163427993655, "loss_mask": 0.272260420024395, "loss_maskiou": 0.005783995811725617, "loss_sem_seg": 0.30153517005965114, "lr": 0.01, "mask_rcnn/accuracy": 0.8882871741012919, "mask_rcnn/false_negative": 0.11859840122919309, "mask_rcnn/false_positive": 0.10493724528325749, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.5, "time": 0.7362608723342419, "total_loss": 1.6420364365621936} {"data_time": 0.01038266345858574, "eta_seconds": 75291.9144573994, "iteration": 166179, "loss_fcos_cls": 0.23813560674898326, "loss_fcos_ctr": 0.6208129189908504, "loss_fcos_loc": 0.1861633254447952, "loss_mask": 0.2557659223675728, "loss_maskiou": 0.004733169946121052, "loss_sem_seg": 0.2589765004813671, "lr": 0.01, "mask_rcnn/accuracy": 0.8871242790594499, "mask_rcnn/false_negative": 0.07376604403043041, "mask_rcnn/false_positive": 0.12742757942009308, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.75, "time": 0.7320652501657605, "total_loss": 1.5642535638180561} {"data_time": 0.010058456100523472, "eta_seconds": 75277.4102791585, "iteration": 166199, "loss_fcos_cls": 0.24567274493165314, "loss_fcos_ctr": 0.6195542812347412, "loss_fcos_loc": 0.1822658219607547, "loss_mask": 0.2609614161774516, "loss_maskiou": 0.005683855386450887, "loss_sem_seg": 0.2561021354049444, "lr": 0.01, "mask_rcnn/accuracy": 0.8881923381750011, "mask_rcnn/false_negative": 0.09982500788087922, "mask_rcnn/false_positive": 0.11594988641125252, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.7304736711084843, "total_loss": 1.5627398211800028} {"data_time": 0.0095157939940691, "eta_seconds": 75321.81887921412, "iteration": 166219, "loss_fcos_cls": 0.24249592423439026, "loss_fcos_ctr": 0.6170961605384946, "loss_fcos_loc": 0.1914345093537122, "loss_mask": 0.2578958198428154, "loss_maskiou": 0.005531331000383943, "loss_sem_seg": 0.2433456981088966, "lr": 0.01, "mask_rcnn/accuracy": 0.8936721715648224, "mask_rcnn/false_negative": 0.07691233095861581, "mask_rcnn/false_positive": 0.14080508485575743, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.25, "time": 0.7370888264849782, "total_loss": 1.570242576966848} {"data_time": 0.010157900862395763, "eta_seconds": 75323.58112043794, "iteration": 166239, "loss_fcos_cls": 0.24573716009035707, "loss_fcos_ctr": 0.6167286951094866, "loss_fcos_loc": 0.18036628258414567, "loss_mask": 0.26413199910894036, "loss_maskiou": 0.005031603133829776, "loss_sem_seg": 0.27135857264511287, "lr": 0.01, "mask_rcnn/accuracy": 0.8695700162198102, "mask_rcnn/false_negative": 0.09419266181808064, "mask_rcnn/false_positive": 0.14327103354790577, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7427921397611499, "total_loss": 1.586150149400055} {"data_time": 0.010481988079845905, "eta_seconds": 75356.27431340888, "iteration": 166259, "loss_fcos_cls": 0.2413971226196736, "loss_fcos_ctr": 0.6187847061082721, "loss_fcos_loc": 0.1936517998110503, "loss_mask": 0.25664388202130795, "loss_maskiou": 0.004615845900843851, "loss_sem_seg": 0.2515293420292437, "lr": 0.01, "mask_rcnn/accuracy": 0.8899839279683505, "mask_rcnn/false_negative": 0.08948183177410629, "mask_rcnn/false_positive": 0.1298256144343619, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.0, "time": 0.7344122948125005, "total_loss": 1.549848885879328} {"data_time": 0.009870623238384724, "eta_seconds": 75346.70297089405, "iteration": 166279, "loss_fcos_cls": 0.24189413199201226, "loss_fcos_ctr": 0.6182325221598148, "loss_fcos_loc": 0.18913490767590702, "loss_mask": 0.2617290676571429, "loss_maskiou": 0.005109093966893852, "loss_sem_seg": 0.28356728446669877, "lr": 0.01, "mask_rcnn/accuracy": 0.874877876682588, "mask_rcnn/false_negative": 0.09486672379270966, "mask_rcnn/false_positive": 0.15592318019333068, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.25, "time": 0.7206253241747618, "total_loss": 1.5956550581613556} {"data_time": 0.010136214084923267, "eta_seconds": 75332.17424421944, "iteration": 166299, "loss_fcos_cls": 0.25180032569915056, "loss_fcos_ctr": 0.619351215660572, "loss_fcos_loc": 0.18707595847081393, "loss_mask": 0.2569231251254678, "loss_maskiou": 0.005459092411911115, "loss_sem_seg": 0.2735702800564468, "lr": 0.01, "mask_rcnn/accuracy": 0.9021745677437641, "mask_rcnn/false_negative": 0.07475187081702864, "mask_rcnn/false_positive": 0.10862141419009647, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.75, "time": 0.7261209832504392, "total_loss": 1.6028129598271335} {"data_time": 0.009760571643710136, "eta_seconds": 75366.30117252655, "iteration": 166319, "loss_fcos_cls": 0.23950180364772677, "loss_fcos_ctr": 0.6210274510085583, "loss_fcos_loc": 0.19311750418273732, "loss_mask": 0.2506651720032096, "loss_maskiou": 0.004589695363392821, "loss_sem_seg": 0.2672981359064579, "lr": 0.01, "mask_rcnn/accuracy": 0.8806432338833506, "mask_rcnn/false_negative": 0.08514742445131276, "mask_rcnn/false_positive": 0.1303484630687606, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.7401269664987922, "total_loss": 1.5837584228320338} {"data_time": 0.010781536810100079, "eta_seconds": 75365.49034292996, "iteration": 166339, "loss_fcos_cls": 0.23404564918018878, "loss_fcos_ctr": 0.6144825182855129, "loss_fcos_loc": 0.17866192618384957, "loss_mask": 0.2542326143011451, "loss_maskiou": 0.005417460575699806, "loss_sem_seg": 0.25984273478388786, "lr": 0.01, "mask_rcnn/accuracy": 0.9141673336001067, "mask_rcnn/false_negative": 0.06682221676432407, "mask_rcnn/false_positive": 0.11609953175666282, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.25, "time": 0.7034175796434283, "total_loss": 1.5397528998346388} {"data_time": 0.010083343833684921, "eta_seconds": 75359.09488564264, "iteration": 166359, "loss_fcos_cls": 0.25406850629951805, "loss_fcos_ctr": 0.6207772623747587, "loss_fcos_loc": 0.1969883907586336, "loss_mask": 0.2629654658958316, "loss_maskiou": 0.005197828300879337, "loss_sem_seg": 0.28341927262954414, "lr": 0.01, "mask_rcnn/accuracy": 0.8799229540300968, "mask_rcnn/false_negative": 0.09316287552912461, "mask_rcnn/false_positive": 0.1426301969795545, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7426536791026592, "total_loss": 1.6220177434006473} {"data_time": 0.0095053156837821, "eta_seconds": 75336.40882129967, "iteration": 166379, "loss_fcos_cls": 0.23130093282088637, "loss_fcos_ctr": 0.6196193573996425, "loss_fcos_loc": 0.191076512564905, "loss_mask": 0.25800758972764015, "loss_maskiou": 0.005681945935066324, "loss_sem_seg": 0.2675530588021502, "lr": 0.01, "mask_rcnn/accuracy": 0.8960939364781, "mask_rcnn/false_negative": 0.10596776923796458, "mask_rcnn/false_positive": 0.09454216189636047, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7240166757255793, "total_loss": 1.5850962640397483} {"data_time": 0.009405652992427349, "eta_seconds": 75321.86806048453, "iteration": 166399, "loss_fcos_cls": 0.2443051781738177, "loss_fcos_ctr": 0.619657892268151, "loss_fcos_loc": 0.1856965243932791, "loss_mask": 0.2518056286498904, "loss_maskiou": 0.005230751652561594, "loss_sem_seg": 0.2627480363007635, "lr": 0.01, "mask_rcnn/accuracy": 0.872430653295801, "mask_rcnn/false_negative": 0.09659659977333923, "mask_rcnn/false_positive": 0.1139201243582551, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 40.25, "time": 0.734214685857296, "total_loss": 1.555305033200284} {"data_time": 0.009768478572368622, "eta_seconds": 75279.21402048692, "iteration": 166419, "loss_fcos_cls": 0.2460933499969542, "loss_fcos_ctr": 0.618115521967411, "loss_fcos_loc": 0.1816585436463356, "loss_mask": 0.2558645620010793, "loss_maskiou": 0.005162354791536927, "loss_sem_seg": 0.2955924905836582, "lr": 0.01, "mask_rcnn/accuracy": 0.908391299833887, "mask_rcnn/false_negative": 0.07067397633757491, "mask_rcnn/false_positive": 0.12588315347157022, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.75, "time": 0.7277183895930648, "total_loss": 1.592876756345504} {"data_time": 0.010554644279181957, "eta_seconds": 75311.32986181695, "iteration": 166439, "loss_fcos_cls": 0.24987580941524357, "loss_fcos_ctr": 0.6198997655883431, "loss_fcos_loc": 0.19384996185544878, "loss_mask": 0.254804793279618, "loss_maskiou": 0.005155824881512672, "loss_sem_seg": 0.29261994757689536, "lr": 0.01, "mask_rcnn/accuracy": 0.8849079075130477, "mask_rcnn/false_negative": 0.09473106037535489, "mask_rcnn/false_positive": 0.1525593357244645, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.25, "time": 0.7292025806382298, "total_loss": 1.6307035872669076} {"data_time": 0.010036190040409565, "eta_seconds": 75395.17504959647, "iteration": 166459, "loss_fcos_cls": 0.23905806231778115, "loss_fcos_ctr": 0.6163496328517795, "loss_fcos_loc": 0.1782313308212906, "loss_mask": 0.2609321363270283, "loss_maskiou": 0.005485924612003146, "loss_sem_seg": 0.2818163903430104, "lr": 0.01, "mask_rcnn/accuracy": 0.9007996125651656, "mask_rcnn/false_negative": 0.06432948870495353, "mask_rcnn/false_positive": 0.12118345036877551, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7230215836316347, "total_loss": 1.6009191844932502} {"data_time": 0.009543477557599545, "eta_seconds": 75409.80499160662, "iteration": 166479, "loss_fcos_cls": 0.23576547601260245, "loss_fcos_ctr": 0.6194412726908922, "loss_fcos_loc": 0.18877146029262803, "loss_mask": 0.2583838375285268, "loss_maskiou": 0.005182233027881011, "loss_sem_seg": 0.26328729349188507, "lr": 0.01, "mask_rcnn/accuracy": 0.8905918017892088, "mask_rcnn/false_negative": 0.09409265487830223, "mask_rcnn/false_positive": 0.12996783429847802, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.0, "time": 0.7362128021195531, "total_loss": 1.5829321023775265} {"data_time": 0.009983986616134644, "eta_seconds": 75316.83056860883, "iteration": 166499, "loss_fcos_cls": 0.24685813765972853, "loss_fcos_ctr": 0.6186909163370728, "loss_fcos_loc": 0.1904523519333452, "loss_mask": 0.26597139053046703, "loss_maskiou": 0.004862651898292825, "loss_sem_seg": 0.2679865488316864, "lr": 0.01, "mask_rcnn/accuracy": 0.8827736036274976, "mask_rcnn/false_negative": 0.09533010828819105, "mask_rcnn/false_positive": 0.13710762009273797, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7064157631248236, "total_loss": 1.6127634758449858} {"data_time": 0.010603460483253002, "eta_seconds": 75285.56332729291, "iteration": 166519, "loss_fcos_cls": 0.24243659037165344, "loss_fcos_ctr": 0.6168147483840585, "loss_fcos_loc": 0.18405991280451417, "loss_mask": 0.2499191416427493, "loss_maskiou": 0.0049767653763410635, "loss_sem_seg": 0.2702387364115566, "lr": 0.01, "mask_rcnn/accuracy": 0.890995723026973, "mask_rcnn/false_negative": 0.09111686194627691, "mask_rcnn/false_positive": 0.12309265903960553, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 25.5, "time": 0.6979001685976982, "total_loss": 1.5828066342655802} {"data_time": 0.009702310897409916, "eta_seconds": 75250.67080885358, "iteration": 166539, "loss_fcos_cls": 0.2337986562633887, "loss_fcos_ctr": 0.6180410124361515, "loss_fcos_loc": 0.18960315082222223, "loss_mask": 0.2681996524333954, "loss_maskiou": 0.0056704223025008105, "loss_sem_seg": 0.2665709585417062, "lr": 0.01, "mask_rcnn/accuracy": 0.8993146894932609, "mask_rcnn/false_negative": 0.06981916675635097, "mask_rcnn/false_positive": 0.10680499530417709, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.25, "time": 0.7227999279275537, "total_loss": 1.5646635996999976} {"data_time": 0.011087009683251381, "eta_seconds": 75188.95660664141, "iteration": 166559, "loss_fcos_cls": 0.2472097675781697, "loss_fcos_ctr": 0.6168951783329248, "loss_fcos_loc": 0.18519619957078248, "loss_mask": 0.23947021085768938, "loss_maskiou": 0.0052365828305482864, "loss_sem_seg": 0.3083564857952297, "lr": 0.01, "mask_rcnn/accuracy": 0.9029158568189181, "mask_rcnn/false_negative": 0.09106857165115856, "mask_rcnn/false_positive": 0.12229179425778816, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.75, "time": 0.7088288934901357, "total_loss": 1.5895909425453283} {"data_time": 0.009879091754555702, "eta_seconds": 75188.75420324784, "iteration": 166579, "loss_fcos_cls": 0.25799814390484244, "loss_fcos_ctr": 0.6181529397144914, "loss_fcos_loc": 0.19385844026692212, "loss_mask": 0.2607682691887021, "loss_maskiou": 0.006186466831422877, "loss_sem_seg": 0.2720611304976046, "lr": 0.01, "mask_rcnn/accuracy": 0.8844145237117835, "mask_rcnn/false_negative": 0.09779845615503094, "mask_rcnn/false_positive": 0.1300112036890878, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 31.5, "time": 0.7469215216115117, "total_loss": 1.6008877753120032} {"data_time": 0.009980588220059872, "eta_seconds": 75244.06138708536, "iteration": 166599, "loss_fcos_cls": 0.24148660147329792, "loss_fcos_ctr": 0.6160192769020796, "loss_fcos_loc": 0.18294571829028428, "loss_mask": 0.25095256697386503, "loss_maskiou": 0.005109655634441879, "loss_sem_seg": 0.2473145592957735, "lr": 0.01, "mask_rcnn/accuracy": 0.9004827737546632, "mask_rcnn/false_negative": 0.08133068199654614, "mask_rcnn/false_positive": 0.12430430391825256, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7330854879692197, "total_loss": 1.5448868667517672} {"data_time": 0.010502951219677925, "eta_seconds": 75236.95026921015, "iteration": 166619, "loss_fcos_cls": 0.23866520659066737, "loss_fcos_ctr": 0.6203887844458222, "loss_fcos_loc": 0.1940515306778252, "loss_mask": 0.27483067847788334, "loss_maskiou": 0.0055591930577065796, "loss_sem_seg": 0.24512313504237682, "lr": 0.01, "mask_rcnn/accuracy": 0.8715131473929596, "mask_rcnn/false_negative": 0.10168365105455796, "mask_rcnn/false_positive": 0.15650846960146025, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.0, "time": 0.6972018945962191, "total_loss": 1.5776580471574562} {"data_time": 0.01009973045438528, "eta_seconds": 75297.81805294938, "iteration": 166639, "loss_fcos_cls": 0.2331170723773539, "loss_fcos_ctr": 0.618023969233036, "loss_fcos_loc": 0.18743061111308634, "loss_mask": 0.2477996302768588, "loss_maskiou": 0.0045716034110228065, "loss_sem_seg": 0.26135149085894227, "lr": 0.01, "mask_rcnn/accuracy": 0.8875784446025473, "mask_rcnn/false_negative": 0.09051562034447579, "mask_rcnn/false_positive": 0.157988348681817, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.75, "time": 0.7340309340506792, "total_loss": 1.5358056986879092} {"data_time": 0.010263165459036827, "eta_seconds": 75207.83971687686, "iteration": 166659, "loss_fcos_cls": 0.2360296829137951, "loss_fcos_ctr": 0.6197930769994855, "loss_fcos_loc": 0.19593202811665833, "loss_mask": 0.2667280100286007, "loss_maskiou": 0.005451840806927066, "loss_sem_seg": 0.24922620772849768, "lr": 0.01, "mask_rcnn/accuracy": 0.8776157014529951, "mask_rcnn/false_negative": 0.09638824796464696, "mask_rcnn/false_positive": 0.1373936940719474, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.0, "time": 0.7112780380994081, "total_loss": 1.5846265170584957} {"data_time": 0.010211186483502388, "eta_seconds": 75169.15847874712, "iteration": 166679, "loss_fcos_cls": 0.24488514161203057, "loss_fcos_ctr": 0.6210873378440738, "loss_fcos_loc": 0.19022622669581324, "loss_mask": 0.26740854093804955, "loss_maskiou": 0.0050815899412555154, "loss_sem_seg": 0.24047482875175774, "lr": 0.01, "mask_rcnn/accuracy": 0.8698476341756215, "mask_rcnn/false_negative": 0.10140332405645203, "mask_rcnn/false_positive": 0.1531009889793991, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.5, "time": 0.7174084382131696, "total_loss": 1.5916621401556768} {"data_time": 0.010022928938269615, "eta_seconds": 75178.72916454356, "iteration": 166699, "loss_fcos_cls": 0.24803971871733665, "loss_fcos_ctr": 0.6217831950634718, "loss_fcos_loc": 0.19372112036217004, "loss_mask": 0.2673339545726776, "loss_maskiou": 0.0049111170883406885, "loss_sem_seg": 0.2898901489097625, "lr": 0.01, "mask_rcnn/accuracy": 0.8768069118066044, "mask_rcnn/false_negative": 0.1010816710431604, "mask_rcnn/false_positive": 0.15985448849509365, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.0, "time": 0.7241843026131392, "total_loss": 1.6586918542307103} {"data_time": 0.009736653417348862, "eta_seconds": 75083.9705674164, "iteration": 166719, "loss_fcos_cls": 0.24528530752286315, "loss_fcos_ctr": 0.6194572634994984, "loss_fcos_loc": 0.186426684493199, "loss_mask": 0.2543807732872665, "loss_maskiou": 0.00556407988187857, "loss_sem_seg": 0.2643008923623711, "lr": 0.01, "mask_rcnn/accuracy": 0.8846866844844651, "mask_rcnn/false_negative": 0.08244895505984579, "mask_rcnn/false_positive": 0.1288768528707338, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.706288137473166, "total_loss": 1.5813127705878287} {"data_time": 0.009253595024347305, "eta_seconds": 75069.43082233891, "iteration": 166739, "loss_fcos_cls": 0.2323550452128984, "loss_fcos_ctr": 0.6212926981970668, "loss_fcos_loc": 0.1909035212593153, "loss_mask": 0.25792548060417175, "loss_maskiou": 0.005397001539677149, "loss_sem_seg": 0.2743899100460112, "lr": 0.01, "mask_rcnn/accuracy": 0.8914023942910497, "mask_rcnn/false_negative": 0.10719632327591727, "mask_rcnn/false_positive": 0.1395799492153328, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.0, "time": 0.7238251185044646, "total_loss": 1.6008349765834282} {"data_time": 0.009340177290141582, "eta_seconds": 75070.62507739197, "iteration": 166759, "loss_fcos_cls": 0.24167157395277172, "loss_fcos_ctr": 0.6152381394058466, "loss_fcos_loc": 0.18883866182295606, "loss_mask": 0.2518702666275203, "loss_maskiou": 0.0054723092034691945, "loss_sem_seg": 0.22926155594177544, "lr": 0.01, "mask_rcnn/accuracy": 0.8910490332496634, "mask_rcnn/false_negative": 0.09389960054981891, "mask_rcnn/false_positive": 0.1230721619209175, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7355991080403328, "total_loss": 1.556449239504218} {"data_time": 0.010395895689725876, "eta_seconds": 75113.0768603431, "iteration": 166779, "loss_fcos_cls": 0.23536854865960777, "loss_fcos_ctr": 0.616133064031601, "loss_fcos_loc": 0.1911515878746286, "loss_mask": 0.2476818603463471, "loss_maskiou": 0.004877840059634764, "loss_sem_seg": 0.2693812681827694, "lr": 0.01, "mask_rcnn/accuracy": 0.8769217779102982, "mask_rcnn/false_negative": 0.10356311225221149, "mask_rcnn/false_positive": 0.13378759750674335, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.0, "time": 0.7358506480231881, "total_loss": 1.574946647961042} {"data_time": 0.012002796865999699, "eta_seconds": 75098.52302403841, "iteration": 166799, "loss_fcos_cls": 0.236556836636737, "loss_fcos_ctr": 0.617855615913868, "loss_fcos_loc": 0.18187634245259687, "loss_mask": 0.2599805425852537, "loss_maskiou": 0.004834691328142071, "loss_sem_seg": 0.28042434761300683, "lr": 0.01, "mask_rcnn/accuracy": 0.8914185515768577, "mask_rcnn/false_negative": 0.09898776907989355, "mask_rcnn/false_positive": 0.1059847152373577, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.75, "time": 0.7274987986311316, "total_loss": 1.6181919156515505} {"data_time": 0.0104817571118474, "eta_seconds": 75112.36125964299, "iteration": 166819, "loss_fcos_cls": 0.2409160709939897, "loss_fcos_ctr": 0.6192862773314118, "loss_fcos_loc": 0.18986038188450038, "loss_mask": 0.25450984947383404, "loss_maskiou": 0.0045849275920772925, "loss_sem_seg": 0.2663148259744048, "lr": 0.01, "mask_rcnn/accuracy": 0.8665647862918753, "mask_rcnn/false_negative": 0.08591969000916323, "mask_rcnn/false_positive": 0.1675878359375278, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.0, "time": 0.7142622945830226, "total_loss": 1.5940969696530374} {"data_time": 0.0093540633097291, "eta_seconds": 75032.47070212103, "iteration": 166839, "loss_fcos_cls": 0.22867903439328074, "loss_fcos_ctr": 0.6185854449868202, "loss_fcos_loc": 0.18745797756128013, "loss_mask": 0.25269673066213727, "loss_maskiou": 0.005053041721112095, "loss_sem_seg": 0.27552121598273516, "lr": 0.01, "mask_rcnn/accuracy": 0.8891452599495027, "mask_rcnn/false_negative": 0.09426022971379, "mask_rcnn/false_positive": 0.13484468253873705, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.75, "time": 0.6996763246133924, "total_loss": 1.5691614308016142} {"data_time": 0.00996403954923153, "eta_seconds": 74965.9090616405, "iteration": 166859, "loss_fcos_cls": 0.2421259507536888, "loss_fcos_ctr": 0.6180781032890081, "loss_fcos_loc": 0.18847490823827684, "loss_mask": 0.24316830839961767, "loss_maskiou": 0.00475348113104701, "loss_sem_seg": 0.281024684663862, "lr": 0.01, "mask_rcnn/accuracy": 0.8917180738604678, "mask_rcnn/false_negative": 0.0823730060592126, "mask_rcnn/false_positive": 0.14927281447178134, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.7134605590254068, "total_loss": 1.5710073217269382} {"data_time": 0.009010887704789639, "eta_seconds": 74925.23029716685, "iteration": 166879, "loss_fcos_cls": 0.24391567753627896, "loss_fcos_ctr": 0.6214514812454581, "loss_fcos_loc": 0.19230334251187742, "loss_mask": 0.2729915981180966, "loss_maskiou": 0.005384322314057499, "loss_sem_seg": 0.25961332279257476, "lr": 0.01, "mask_rcnn/accuracy": 0.887613086471702, "mask_rcnn/false_negative": 0.08721647459007434, "mask_rcnn/false_positive": 0.13444801683492177, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 37.5, "time": 0.719681148417294, "total_loss": 1.6211955255894281} {"data_time": 0.009688724763691425, "eta_seconds": 74893.91452930961, "iteration": 166899, "loss_fcos_cls": 0.2302280510775745, "loss_fcos_ctr": 0.6200988544151187, "loss_fcos_loc": 0.1948363392148167, "loss_mask": 0.27646219450980425, "loss_maskiou": 0.005249620706308633, "loss_sem_seg": 0.2918398082256317, "lr": 0.01, "mask_rcnn/accuracy": 0.8746359200095382, "mask_rcnn/false_negative": 0.10453766890023303, "mask_rcnn/false_positive": 0.1345049586331188, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 37.5, "time": 0.7159887161105871, "total_loss": 1.6171294297237182} {"data_time": 0.009444521740078926, "eta_seconds": 74785.62422825955, "iteration": 166919, "loss_fcos_cls": 0.2704887285362929, "loss_fcos_ctr": 0.617567609064281, "loss_fcos_loc": 0.19338958873413503, "loss_mask": 0.2520788284018636, "loss_maskiou": 0.005403758364991518, "loss_sem_seg": 0.29031432420015335, "lr": 0.01, "mask_rcnn/accuracy": 0.8793413628150826, "mask_rcnn/false_negative": 0.10490550690758049, "mask_rcnn/false_positive": 0.12673780887841507, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.75, "time": 0.7072471091523767, "total_loss": 1.627424375499686} {"data_time": 0.009201274253427982, "eta_seconds": 74676.64631099999, "iteration": 166939, "loss_fcos_cls": 0.24662690609693527, "loss_fcos_ctr": 0.6198618714697659, "loss_fcos_loc": 0.19359202042687684, "loss_mask": 0.24610191537067294, "loss_maskiou": 0.004707057087216526, "loss_sem_seg": 0.25206154584884644, "lr": 0.01, "mask_rcnn/accuracy": 0.8807505821336485, "mask_rcnn/false_negative": 0.10457956849921382, "mask_rcnn/false_positive": 0.1322452851393538, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 40.5, "time": 0.7124620880931616, "total_loss": 1.578175849856052} {"data_time": 0.009106257930397987, "eta_seconds": 74662.15457381308, "iteration": 166959, "loss_fcos_cls": 0.24546177475713193, "loss_fcos_ctr": 0.6198816709220409, "loss_fcos_loc": 0.18994401674717665, "loss_mask": 0.25403102952986956, "loss_maskiou": 0.005187510709220078, "loss_sem_seg": 0.27218375261873007, "lr": 0.01, "mask_rcnn/accuracy": 0.8780049032600052, "mask_rcnn/false_negative": 0.08912598504387101, "mask_rcnn/false_positive": 0.14169098492540244, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.25, "time": 0.7272305749356747, "total_loss": 1.5814734282175777} {"data_time": 0.010135539807379246, "eta_seconds": 74709.06343637686, "iteration": 166979, "loss_fcos_cls": 0.25063192343804985, "loss_fcos_ctr": 0.617191675119102, "loss_fcos_loc": 0.18930912425275892, "loss_mask": 0.25977951008826494, "loss_maskiou": 0.0060303058417048305, "loss_sem_seg": 0.2801623297855258, "lr": 0.01, "mask_rcnn/accuracy": 0.9065599263509581, "mask_rcnn/false_negative": 0.07903602082818276, "mask_rcnn/false_positive": 0.1025140323323113, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7236927887424827, "total_loss": 1.6055289445939707} {"data_time": 0.009655565954744816, "eta_seconds": 74667.04374581948, "iteration": 166999, "loss_fcos_cls": 0.25378430634737015, "loss_fcos_ctr": 0.6185784144327044, "loss_fcos_loc": 0.1905186721123755, "loss_mask": 0.2649131389334798, "loss_maskiou": 0.004858948010223685, "loss_sem_seg": 0.3066339883953333, "lr": 0.01, "mask_rcnn/accuracy": 0.8882106983418367, "mask_rcnn/false_negative": 0.09220716706771304, "mask_rcnn/false_positive": 0.1265496039841727, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.5, "time": 0.7135943230241537, "total_loss": 1.6283023737832991} {"data_time": 0.009170777164399624, "eta_seconds": 74652.54543148354, "iteration": 167019, "loss_fcos_cls": 0.25037992536090314, "loss_fcos_ctr": 0.6208341540768743, "loss_fcos_loc": 0.18083603691775352, "loss_mask": 0.2606048006564379, "loss_maskiou": 0.005860487064637709, "loss_sem_seg": 0.26610506093129516, "lr": 0.01, "mask_rcnn/accuracy": 0.8749088921282799, "mask_rcnn/false_negative": 0.11294550017340896, "mask_rcnn/false_positive": 0.12821281336742288, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.731792539358139, "total_loss": 1.6049129966049804} {"data_time": 0.01111715566366911, "eta_seconds": 74574.09612674545, "iteration": 167039, "loss_fcos_cls": 0.2544993704650551, "loss_fcos_ctr": 0.6168009033426642, "loss_fcos_loc": 0.18533964222297072, "loss_mask": 0.252727176528424, "loss_maskiou": 0.005044969770096941, "loss_sem_seg": 0.26931518455967307, "lr": 0.01, "mask_rcnn/accuracy": 0.9011593476676385, "mask_rcnn/false_negative": 0.07480984367190446, "mask_rcnn/false_positive": 0.12786742770725668, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 36.0, "time": 0.7177898287773132, "total_loss": 1.5692515364935389} {"data_time": 0.009084716439247131, "eta_seconds": 74494.63999593724, "iteration": 167059, "loss_fcos_cls": 0.2514695089776069, "loss_fcos_ctr": 0.617208419367671, "loss_fcos_loc": 0.18530723778530955, "loss_mask": 0.2569620031863451, "loss_maskiou": 0.00537630713370163, "loss_sem_seg": 0.27159848157316446, "lr": 0.01, "mask_rcnn/accuracy": 0.8910361617485918, "mask_rcnn/false_negative": 0.07445433372227496, "mask_rcnn/false_positive": 0.13322689436152296, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.0, "time": 0.7173999650403857, "total_loss": 1.5968353186253808} {"data_time": 0.01066087931394577, "eta_seconds": 74458.36484967638, "iteration": 167079, "loss_fcos_cls": 0.24419244372984394, "loss_fcos_ctr": 0.6182337901555002, "loss_fcos_loc": 0.19199040456442162, "loss_mask": 0.2608418478630483, "loss_maskiou": 0.005152292949787807, "loss_sem_seg": 0.30170166376046836, "lr": 0.01, "mask_rcnn/accuracy": 0.8882962275819419, "mask_rcnn/false_negative": 0.09565226285960404, "mask_rcnn/false_positive": 0.13091162811267068, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.5, "time": 0.7143523655831814, "total_loss": 1.6114590174838668} {"data_time": 0.009021692909300327, "eta_seconds": 74376.13799947873, "iteration": 167099, "loss_fcos_cls": 0.23630011710338295, "loss_fcos_ctr": 0.6177214588969946, "loss_fcos_loc": 0.19383971131173894, "loss_mask": 0.2506209434941411, "loss_maskiou": 0.004380382164072216, "loss_sem_seg": 0.2758091948926449, "lr": 0.01, "mask_rcnn/accuracy": 0.9140144793095104, "mask_rcnn/false_negative": 0.07592911268189914, "mask_rcnn/false_positive": 0.08660347478273511, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.0, "time": 0.709353799931705, "total_loss": 1.5982253240654245} {"data_time": 0.010928734205663204, "eta_seconds": 74380.07658490352, "iteration": 167119, "loss_fcos_cls": 0.24619369179708883, "loss_fcos_ctr": 0.6190454186871648, "loss_fcos_loc": 0.19051341258455068, "loss_mask": 0.2594889225438237, "loss_maskiou": 0.005239458540017949, "loss_sem_seg": 0.27609956078231335, "lr": 0.01, "mask_rcnn/accuracy": 0.8934051605219392, "mask_rcnn/false_negative": 0.09052130547146939, "mask_rcnn/false_positive": 0.1349476853391849, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7401469787582755, "total_loss": 1.5949406591971638} {"data_time": 0.009742259979248047, "eta_seconds": 74414.95775208715, "iteration": 167139, "loss_fcos_cls": 0.24659828434232622, "loss_fcos_ctr": 0.6171669950708747, "loss_fcos_loc": 0.1900388909270987, "loss_mask": 0.26560680009424686, "loss_maskiou": 0.005190229399886448, "loss_sem_seg": 0.2731749042868614, "lr": 0.01, "mask_rcnn/accuracy": 0.873606421296557, "mask_rcnn/false_negative": 0.10524245975064424, "mask_rcnn/false_positive": 0.1353207705593082, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.7373198578134179, "total_loss": 1.6201480826712213} {"data_time": 0.0108112171292305, "eta_seconds": 74351.15770713799, "iteration": 167159, "loss_fcos_cls": 0.24076969642192125, "loss_fcos_ctr": 0.6177769000642002, "loss_fcos_loc": 0.19652617210522294, "loss_mask": 0.26318567898124456, "loss_maskiou": 0.004611778291291557, "loss_sem_seg": 0.2782844449393451, "lr": 0.01, "mask_rcnn/accuracy": 0.8905715695369056, "mask_rcnn/false_negative": 0.09423480568782369, "mask_rcnn/false_positive": 0.13565434081800504, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.7233741814270616, "total_loss": 1.574188718215737} {"data_time": 0.01017802394926548, "eta_seconds": 74318.31454742327, "iteration": 167179, "loss_fcos_cls": 0.2489518648944795, "loss_fcos_ctr": 0.6190430643036962, "loss_fcos_loc": 0.18645643279887736, "loss_mask": 0.2573920590803027, "loss_maskiou": 0.005067156605946366, "loss_sem_seg": 0.2991877365857363, "lr": 0.01, "mask_rcnn/accuracy": 0.901163788736675, "mask_rcnn/false_negative": 0.08583751431722256, "mask_rcnn/false_positive": 0.10176741755454542, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.25, "time": 0.7254315102472901, "total_loss": 1.6279005745309405} {"data_time": 0.01082337461411953, "eta_seconds": 74303.85868440941, "iteration": 167199, "loss_fcos_cls": 0.25236318865790963, "loss_fcos_ctr": 0.6172232832759619, "loss_fcos_loc": 0.19534349185414612, "loss_mask": 0.2720174891874194, "loss_maskiou": 0.005460103580844589, "loss_sem_seg": 0.28355523524805903, "lr": 0.01, "mask_rcnn/accuracy": 0.8862838628921719, "mask_rcnn/false_negative": 0.10233007686516989, "mask_rcnn/false_positive": 0.13620352124449464, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.75, "time": 0.7285837084054947, "total_loss": 1.635960777886794} {"data_time": 0.00923225935548544, "eta_seconds": 74273.19062844757, "iteration": 167219, "loss_fcos_cls": 0.244884901214391, "loss_fcos_ctr": 0.6192216398194432, "loss_fcos_loc": 0.1891533140442334, "loss_mask": 0.2634086962789297, "loss_maskiou": 0.005458890991576482, "loss_sem_seg": 0.26364696654491127, "lr": 0.01, "mask_rcnn/accuracy": 0.8924133423973986, "mask_rcnn/false_negative": 0.09008096038723909, "mask_rcnn/false_positive": 0.12966022632873397, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.5, "time": 0.7204417428001761, "total_loss": 1.6051403020974249} {"data_time": 0.009738892316818237, "eta_seconds": 74157.55409926828, "iteration": 167239, "loss_fcos_cls": 0.23743895028019324, "loss_fcos_ctr": 0.6148180607706308, "loss_fcos_loc": 0.1837958311662078, "loss_mask": 0.2582584135234356, "loss_maskiou": 0.005149607299244963, "loss_sem_seg": 0.26735357264988124, "lr": 0.01, "mask_rcnn/accuracy": 0.9020877563771525, "mask_rcnn/false_negative": 0.08894868534125955, "mask_rcnn/false_positive": 0.11863119257485909, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7075196849182248, "total_loss": 1.5652012044665753} {"data_time": 0.009918367490172386, "eta_seconds": 74137.15780264232, "iteration": 167259, "loss_fcos_cls": 0.2332010401878506, "loss_fcos_ctr": 0.6199087044224143, "loss_fcos_loc": 0.1913657512050122, "loss_mask": 0.2620505644008517, "loss_maskiou": 0.005053214605140965, "loss_sem_seg": 0.28462206525728106, "lr": 0.01, "mask_rcnn/accuracy": 0.8817511339676176, "mask_rcnn/false_negative": 0.09780929573855021, "mask_rcnn/false_positive": 0.12893998713353552, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7331915525719523, "total_loss": 1.5727084344689501} {"data_time": 0.009841502644121647, "eta_seconds": 74100.36785276234, "iteration": 167279, "loss_fcos_cls": 0.240403545438312, "loss_fcos_ctr": 0.6182692814618349, "loss_fcos_loc": 0.1891094499733299, "loss_mask": 0.25659952918067575, "loss_maskiou": 0.005745197857322637, "loss_sem_seg": 0.251889668405056, "lr": 0.01, "mask_rcnn/accuracy": 0.8757263321995465, "mask_rcnn/false_negative": 0.09633813670342854, "mask_rcnn/false_positive": 0.13414248944775234, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.713152171112597, "total_loss": 1.5778496118728071} {"data_time": 0.009371502324938774, "eta_seconds": 74096.15151503496, "iteration": 167299, "loss_fcos_cls": 0.24728839518502355, "loss_fcos_ctr": 0.6191243398934603, "loss_fcos_loc": 0.18434423208236694, "loss_mask": 0.272852698341012, "loss_maskiou": 0.005956708766461816, "loss_sem_seg": 0.23573539732024074, "lr": 0.01, "mask_rcnn/accuracy": 0.8957091750112609, "mask_rcnn/false_negative": 0.08686873540650153, "mask_rcnn/false_positive": 0.12634839948906418, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 23.5, "time": 0.724631417542696, "total_loss": 1.565301744703902} {"data_time": 0.010513541288673878, "eta_seconds": 74013.76088658348, "iteration": 167319, "loss_fcos_cls": 0.22870103572495282, "loss_fcos_ctr": 0.616600725799799, "loss_fcos_loc": 0.18543244618922472, "loss_mask": 0.25583092402666807, "loss_maskiou": 0.0059997265780111775, "loss_sem_seg": 0.23451692634262145, "lr": 0.01, "mask_rcnn/accuracy": 0.8795297249334517, "mask_rcnn/false_negative": 0.07989486753742034, "mask_rcnn/false_positive": 0.12637539685522517, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.75, "time": 0.7148648491129279, "total_loss": 1.539368387500872} {"data_time": 0.010215922258794308, "eta_seconds": 74057.08534897864, "iteration": 167339, "loss_fcos_cls": 0.242952442727983, "loss_fcos_ctr": 0.6158921401947737, "loss_fcos_loc": 0.18412964133312926, "loss_mask": 0.2600263999775052, "loss_maskiou": 0.005225074535701424, "loss_sem_seg": 0.26051586912944913, "lr": 0.01, "mask_rcnn/accuracy": 0.8638830967169477, "mask_rcnn/false_negative": 0.12202154381019364, "mask_rcnn/false_positive": 0.13850066134504818, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7290076464414597, "total_loss": 1.5739995580952382} {"data_time": 0.01055549643933773, "eta_seconds": 74033.62298114318, "iteration": 167359, "loss_fcos_cls": 0.23607701458968222, "loss_fcos_ctr": 0.617361250333488, "loss_fcos_loc": 0.18582019209861755, "loss_mask": 0.2605796726420522, "loss_maskiou": 0.004978631855919957, "loss_sem_seg": 0.2276634001173079, "lr": 0.01, "mask_rcnn/accuracy": 0.8931655079614262, "mask_rcnn/false_negative": 0.09852015377935883, "mask_rcnn/false_positive": 0.10897030267540234, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.0, "time": 0.7291129324585199, "total_loss": 1.5409122431155993} {"data_time": 0.010730729438364506, "eta_seconds": 74012.94101515878, "iteration": 167379, "loss_fcos_cls": 0.24142928014043719, "loss_fcos_ctr": 0.6198572805151343, "loss_fcos_loc": 0.18765772134065628, "loss_mask": 0.2598891519010067, "loss_maskiou": 0.004659235084545799, "loss_sem_seg": 0.29122346360236406, "lr": 0.01, "mask_rcnn/accuracy": 0.891756562175432, "mask_rcnn/false_negative": 0.09079132074279384, "mask_rcnn/false_positive": 0.11012346231015402, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.25, "time": 0.7247065277770162, "total_loss": 1.6012698349295533} {"data_time": 0.009903816506266594, "eta_seconds": 73983.84513171576, "iteration": 167399, "loss_fcos_cls": 0.24634022917598486, "loss_fcos_ctr": 0.6177070657722652, "loss_fcos_loc": 0.18826202733907849, "loss_mask": 0.24193527456372976, "loss_maskiou": 0.005261762336886022, "loss_sem_seg": 0.2812459086999297, "lr": 0.01, "mask_rcnn/accuracy": 0.901656155340697, "mask_rcnn/false_negative": 0.06822441305330154, "mask_rcnn/false_positive": 0.13368155865836812, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.75, "time": 0.7255379194393754, "total_loss": 1.604976282644202} {"data_time": 0.009775501675903797, "eta_seconds": 73939.08477101382, "iteration": 167419, "loss_fcos_cls": 0.24352284870110452, "loss_fcos_ctr": 0.6197376549243927, "loss_fcos_loc": 0.19436159962788224, "loss_mask": 0.25782294012606144, "loss_maskiou": 0.005647646306897514, "loss_sem_seg": 0.27317633014172316, "lr": 0.01, "mask_rcnn/accuracy": 0.8986789422267859, "mask_rcnn/false_negative": 0.08099130606961814, "mask_rcnn/false_positive": 0.13110575063851254, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.5, "time": 0.7129251575097442, "total_loss": 1.5991406273387838} {"data_time": 0.010032769292593002, "eta_seconds": 73924.66902447771, "iteration": 167439, "loss_fcos_cls": 0.25363479380030185, "loss_fcos_ctr": 0.6183311603963375, "loss_fcos_loc": 0.1924192849546671, "loss_mask": 0.24846742115914822, "loss_maskiou": 0.004840774505282752, "loss_sem_seg": 0.2593118285294622, "lr": 0.01, "mask_rcnn/accuracy": 0.9030527885757478, "mask_rcnn/false_negative": 0.08678672377872107, "mask_rcnn/false_positive": 0.1044507208287236, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.747138287872076, "total_loss": 1.589762793846603} {"data_time": 0.009832879528403282, "eta_seconds": 73912.8471194394, "iteration": 167459, "loss_fcos_cls": 0.24207953340373933, "loss_fcos_ctr": 0.6195950005203485, "loss_fcos_loc": 0.19093677727505565, "loss_mask": 0.2517234655097127, "loss_maskiou": 0.004927980320644565, "loss_sem_seg": 0.2517049554735422, "lr": 0.01, "mask_rcnn/accuracy": 0.8962887806637807, "mask_rcnn/false_negative": 0.08916359765569287, "mask_rcnn/false_positive": 0.1210932456024986, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.25, "time": 0.7295473031699657, "total_loss": 1.5686539882226498} {"data_time": 0.010741324163973331, "eta_seconds": 73891.76100761071, "iteration": 167479, "loss_fcos_cls": 0.23882158868946135, "loss_fcos_ctr": 0.6179342977702618, "loss_fcos_loc": 0.18933485448360443, "loss_mask": 0.2624051314778626, "loss_maskiou": 0.005301107783452608, "loss_sem_seg": 0.27326861629262567, "lr": 0.01, "mask_rcnn/accuracy": 0.8650967988546769, "mask_rcnn/false_negative": 0.10980575041779145, "mask_rcnn/false_positive": 0.12947637086991987, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7205722127109766, "total_loss": 1.6217791757153464} {"data_time": 0.010639150626957417, "eta_seconds": 73882.1606568424, "iteration": 167499, "loss_fcos_cls": 0.2560922201955691, "loss_fcos_ctr": 0.6197559032589197, "loss_fcos_loc": 0.1942965833004564, "loss_mask": 0.2513702716678381, "loss_maskiou": 0.004871139833994675, "loss_sem_seg": 0.2907160685863346, "lr": 0.01, "mask_rcnn/accuracy": 0.8855891790514114, "mask_rcnn/false_negative": 0.07787883043335016, "mask_rcnn/false_positive": 0.14975102322454634, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7293845126405358, "total_loss": 1.6066616322932532} {"data_time": 0.010478904470801353, "eta_seconds": 73962.22213484626, "iteration": 167519, "loss_fcos_cls": 0.24519789591431618, "loss_fcos_ctr": 0.6191512001678348, "loss_fcos_loc": 0.19846637174487114, "loss_mask": 0.2672263626009226, "loss_maskiou": 0.005280882571241818, "loss_sem_seg": 0.2701508211903274, "lr": 0.01, "mask_rcnn/accuracy": 0.8837934458974206, "mask_rcnn/false_negative": 0.08160224620241308, "mask_rcnn/false_positive": 0.1506674210788735, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.0, "time": 0.7426097523421049, "total_loss": 1.6103239618969383} {"data_time": 0.009883766993880272, "eta_seconds": 73912.8103363663, "iteration": 167539, "loss_fcos_cls": 0.2378805804764852, "loss_fcos_ctr": 0.6192922010086477, "loss_fcos_loc": 0.18090199714060873, "loss_mask": 0.24966225260868669, "loss_maskiou": 0.005170171512872912, "loss_sem_seg": 0.24878882197663188, "lr": 0.01, "mask_rcnn/accuracy": 0.8812582567705518, "mask_rcnn/false_negative": 0.11259417498138811, "mask_rcnn/false_positive": 0.14288681657042746, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.25, "time": 0.7120606210082769, "total_loss": 1.5714991777786054} {"data_time": 0.0103888725861907, "eta_seconds": 73972.06869468, "iteration": 167559, "loss_fcos_cls": 0.24258481431752443, "loss_fcos_ctr": 0.6180873122066259, "loss_fcos_loc": 0.19172324147075415, "loss_mask": 0.24937773868441582, "loss_maskiou": 0.005176542064873502, "loss_sem_seg": 0.28360066330060363, "lr": 0.01, "mask_rcnn/accuracy": 0.9013164717106354, "mask_rcnn/false_negative": 0.08323132021463694, "mask_rcnn/false_positive": 0.13367837432635593, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.0, "time": 0.7347426358610392, "total_loss": 1.5781213579612086} {"data_time": 0.010841328650712967, "eta_seconds": 73883.95533384383, "iteration": 167579, "loss_fcos_cls": 0.25340694712940603, "loss_fcos_ctr": 0.6207154104486108, "loss_fcos_loc": 0.18523624446243048, "loss_mask": 0.25116800609976053, "loss_maskiou": 0.005878097406821325, "loss_sem_seg": 0.2663118933851365, "lr": 0.01, "mask_rcnn/accuracy": 0.8969431084998014, "mask_rcnn/false_negative": 0.09194269171129474, "mask_rcnn/false_positive": 0.13346131344691237, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.5, "time": 0.7040951913222671, "total_loss": 1.5938291470447439} {"data_time": 0.009596707299351692, "eta_seconds": 73769.32438898552, "iteration": 167599, "loss_fcos_cls": 0.24530195072293282, "loss_fcos_ctr": 0.615952611900866, "loss_fcos_loc": 0.17760418250691146, "loss_mask": 0.23693672381341457, "loss_maskiou": 0.004664635493099922, "loss_sem_seg": 0.25982047943398356, "lr": 0.01, "mask_rcnn/accuracy": 0.8826433982683983, "mask_rcnn/false_negative": 0.09347926001111088, "mask_rcnn/false_positive": 0.1379965943376249, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.25, "time": 0.7111713122576475, "total_loss": 1.5447694615395449} {"data_time": 0.009426303207874298, "eta_seconds": 73779.62910787761, "iteration": 167619, "loss_fcos_cls": 0.2534879877930507, "loss_fcos_ctr": 0.6207863772287965, "loss_fcos_loc": 0.18929320358438417, "loss_mask": 0.26214024517685175, "loss_maskiou": 0.005115460910019465, "loss_sem_seg": 0.28615450323559344, "lr": 0.01, "mask_rcnn/accuracy": 0.8841966571347304, "mask_rcnn/false_negative": 0.10647124772177066, "mask_rcnn/false_positive": 0.13013437584204113, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.5, "time": 0.7142795501276851, "total_loss": 1.6070790636294987} {"data_time": 0.010657066479325294, "eta_seconds": 73713.91496158857, "iteration": 167639, "loss_fcos_cls": 0.22985044703818858, "loss_fcos_ctr": 0.6149789979681373, "loss_fcos_loc": 0.18234799220226705, "loss_mask": 0.25304226018488407, "loss_maskiou": 0.005377794528612867, "loss_sem_seg": 0.2511395029723644, "lr": 0.01, "mask_rcnn/accuracy": 0.8977487244897959, "mask_rcnn/false_negative": 0.08262663582201268, "mask_rcnn/false_positive": 0.11128342106862459, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.7092941263690591, "total_loss": 1.5497825659549562} {"data_time": 0.010508554056286812, "eta_seconds": 73750.80359177291, "iteration": 167659, "loss_fcos_cls": 0.23395403823815286, "loss_fcos_ctr": 0.6185744339600205, "loss_fcos_loc": 0.18993688438786194, "loss_mask": 0.2572357766330242, "loss_maskiou": 0.0052352826605783775, "loss_sem_seg": 0.30986533942632377, "lr": 0.01, "mask_rcnn/accuracy": 0.8903039568968505, "mask_rcnn/false_negative": 0.09038005453070999, "mask_rcnn/false_positive": 0.11762498900872627, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 37.25, "time": 0.7296290071681142, "total_loss": 1.6266863006167114} {"data_time": 0.009480023756623268, "eta_seconds": 73736.39083372056, "iteration": 167679, "loss_fcos_cls": 0.2405611121794209, "loss_fcos_ctr": 0.6176506001502275, "loss_fcos_loc": 0.18965649150777608, "loss_mask": 0.2551464820280671, "loss_maskiou": 0.0049346997984685, "loss_sem_seg": 0.2731152782216668, "lr": 0.01, "mask_rcnn/accuracy": 0.880831720360786, "mask_rcnn/false_negative": 0.07747954754184133, "mask_rcnn/false_positive": 0.15539360909112143, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.75, "time": 0.7165652215480804, "total_loss": 1.5733257842184685} {"data_time": 0.010113991796970367, "eta_seconds": 73733.27324009407, "iteration": 167699, "loss_fcos_cls": 0.25043094460852444, "loss_fcos_ctr": 0.619277133140713, "loss_fcos_loc": 0.1950034265173599, "loss_mask": 0.2577568916603923, "loss_maskiou": 0.005481689389398525, "loss_sem_seg": 0.25865812599658966, "lr": 0.01, "mask_rcnn/accuracy": 0.8713034292303581, "mask_rcnn/false_negative": 0.10088819813746785, "mask_rcnn/false_positive": 0.1411932030460653, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7245343942195177, "total_loss": 1.6092053381289588} {"data_time": 0.010891004465520382, "eta_seconds": 73794.76397520304, "iteration": 167719, "loss_fcos_cls": 0.2406050837598741, "loss_fcos_ctr": 0.6190830385312438, "loss_fcos_loc": 0.19119500881060958, "loss_mask": 0.2676695557311177, "loss_maskiou": 0.005967093078652397, "loss_sem_seg": 0.2717808454763144, "lr": 0.01, "mask_rcnn/accuracy": 0.8911085725498991, "mask_rcnn/false_negative": 0.09241418657312103, "mask_rcnn/false_positive": 0.13086320130996368, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7250862214714289, "total_loss": 1.604391667940945} {"data_time": 0.010096280835568905, "eta_seconds": 73805.9532776149, "iteration": 167739, "loss_fcos_cls": 0.2316650685388595, "loss_fcos_ctr": 0.6221221182495356, "loss_fcos_loc": 0.18853019643574953, "loss_mask": 0.2591354912146926, "loss_maskiou": 0.005119462868606206, "loss_sem_seg": 0.2657547479029745, "lr": 0.01, "mask_rcnn/accuracy": 0.8838333189556016, "mask_rcnn/false_negative": 0.09979525400876105, "mask_rcnn/false_positive": 0.14793037706418105, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7422458902001381, "total_loss": 1.5729993215500144} {"data_time": 0.010483861900866032, "eta_seconds": 73765.90435749292, "iteration": 167759, "loss_fcos_cls": 0.24486409686505795, "loss_fcos_ctr": 0.6205651853233576, "loss_fcos_loc": 0.19757194764679298, "loss_mask": 0.2668521795421839, "loss_maskiou": 0.00568981196556706, "loss_sem_seg": 0.272223889362067, "lr": 0.01, "mask_rcnn/accuracy": 0.8832612706859865, "mask_rcnn/false_negative": 0.09354295502008819, "mask_rcnn/false_positive": 0.13623588781609905, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.0, "time": 0.7133913487195969, "total_loss": 1.593563975446159} {"data_time": 0.010131735354661942, "eta_seconds": 73740.7883624686, "iteration": 167779, "loss_fcos_cls": 0.23813161498401314, "loss_fcos_ctr": 0.6164527041837573, "loss_fcos_loc": 0.18398349964991212, "loss_mask": 0.2558687604032457, "loss_maskiou": 0.005232766896369867, "loss_sem_seg": 0.22544623108115047, "lr": 0.01, "mask_rcnn/accuracy": 0.8933830989224576, "mask_rcnn/false_negative": 0.08751004051842468, "mask_rcnn/false_positive": 0.12038360331931708, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.7197204129770398, "total_loss": 1.5673377290804638} {"data_time": 0.010484281927347183, "eta_seconds": 73737.04473978281, "iteration": 167799, "loss_fcos_cls": 0.2368411768693477, "loss_fcos_ctr": 0.6185121051967144, "loss_fcos_loc": 0.18827227666042745, "loss_mask": 0.25367628689855337, "loss_maskiou": 0.005373418258386664, "loss_sem_seg": 0.27247101720422506, "lr": 0.01, "mask_rcnn/accuracy": 0.8893202280912365, "mask_rcnn/false_negative": 0.09098245541988612, "mask_rcnn/false_positive": 0.11311056936607793, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7469464913010597, "total_loss": 1.559475194902916} {"data_time": 0.010110015980899334, "eta_seconds": 73760.46820034739, "iteration": 167819, "loss_fcos_cls": 0.2479319223202765, "loss_fcos_ctr": 0.6193993631750345, "loss_fcos_loc": 0.18865893757902086, "loss_mask": 0.2574927774257958, "loss_maskiou": 0.0052226601328584366, "loss_sem_seg": 0.2401713307481259, "lr": 0.01, "mask_rcnn/accuracy": 0.8960695671809393, "mask_rcnn/false_negative": 0.10278068776360436, "mask_rcnn/false_positive": 0.13326932073673525, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.75, "time": 0.7381441481411457, "total_loss": 1.5460879039746942} {"data_time": 0.010346530005335808, "eta_seconds": 73833.80314903893, "iteration": 167839, "loss_fcos_cls": 0.2522140786750242, "loss_fcos_ctr": 0.6172773446887732, "loss_fcos_loc": 0.19212403771234676, "loss_mask": 0.2601371891796589, "loss_maskiou": 0.005732006160542369, "loss_sem_seg": 0.24421591102145612, "lr": 0.01, "mask_rcnn/accuracy": 0.8909247243201077, "mask_rcnn/false_negative": 0.09277327592076351, "mask_rcnn/false_positive": 0.11477369254267297, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.5, "time": 0.7410966819152236, "total_loss": 1.5730086694093188} {"data_time": 0.009446079842746258, "eta_seconds": 73817.4967356557, "iteration": 167859, "loss_fcos_cls": 0.24420921155251563, "loss_fcos_ctr": 0.6177952596917748, "loss_fcos_loc": 0.18932676408439875, "loss_mask": 0.25636307429522276, "loss_maskiou": 0.005743258931033779, "loss_sem_seg": 0.258199296426028, "lr": 0.01, "mask_rcnn/accuracy": 0.8871728039041704, "mask_rcnn/false_negative": 0.098090804367056, "mask_rcnn/false_positive": 0.1180023247968595, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.0, "time": 0.7001623613759875, "total_loss": 1.5799491233628942} {"data_time": 0.010396810248494148, "eta_seconds": 73803.0426972704, "iteration": 167879, "loss_fcos_cls": 0.24141959031112492, "loss_fcos_ctr": 0.620434882119298, "loss_fcos_loc": 0.18487853254191577, "loss_mask": 0.2473045503720641, "loss_maskiou": 0.0051924192666774616, "loss_sem_seg": 0.27190293464809656, "lr": 0.01, "mask_rcnn/accuracy": 0.9061595547309833, "mask_rcnn/false_negative": 0.09432870842984958, "mask_rcnn/false_positive": 0.09735518768270615, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.0, "time": 0.7214864864945412, "total_loss": 1.582149630296044} {"data_time": 0.009834338910877705, "eta_seconds": 73869.11151687894, "iteration": 167899, "loss_fcos_cls": 0.23986166552640498, "loss_fcos_ctr": 0.6199876246973872, "loss_fcos_loc": 0.19096603500656784, "loss_mask": 0.2588588045910001, "loss_maskiou": 0.005697773209249135, "loss_sem_seg": 0.2582111225929111, "lr": 0.01, "mask_rcnn/accuracy": 0.8801376959011453, "mask_rcnn/false_negative": 0.10683041065335283, "mask_rcnn/false_positive": 0.1318536231758281, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.5, "time": 0.7433309815824032, "total_loss": 1.5671037411084399} {"data_time": 0.009866144508123398, "eta_seconds": 73900.26966910064, "iteration": 167919, "loss_fcos_cls": 0.24022178200539201, "loss_fcos_ctr": 0.6196863818913698, "loss_fcos_loc": 0.1858069517184049, "loss_mask": 0.2633102689869702, "loss_maskiou": 0.005045178364525782, "loss_sem_seg": 0.26212526112794876, "lr": 0.01, "mask_rcnn/accuracy": 0.8765050054112554, "mask_rcnn/false_negative": 0.10417800038506617, "mask_rcnn/false_positive": 0.14795845016426712, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.0, "time": 0.7204393912106752, "total_loss": 1.590500629201415} {"data_time": 0.010069169104099274, "eta_seconds": 73916.89507032372, "iteration": 167939, "loss_fcos_cls": 0.2436203183606267, "loss_fcos_ctr": 0.6201981082558632, "loss_fcos_loc": 0.1901730198878795, "loss_mask": 0.2778125489130616, "loss_maskiou": 0.005793388481833972, "loss_sem_seg": 0.2889160413178615, "lr": 0.01, "mask_rcnn/accuracy": 0.8887791653222554, "mask_rcnn/false_negative": 0.09469851564580951, "mask_rcnn/false_positive": 0.13990672825263367, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.5, "time": 0.7417570054531097, "total_loss": 1.633634385325422} {"data_time": 0.011294526048004627, "eta_seconds": 73966.0548325777, "iteration": 167959, "loss_fcos_cls": 0.24220020649954677, "loss_fcos_ctr": 0.6190448822453618, "loss_fcos_loc": 0.18178180581890047, "loss_mask": 0.25972664169967175, "loss_maskiou": 0.004949007117829751, "loss_sem_seg": 0.25407786574214697, "lr": 0.01, "mask_rcnn/accuracy": 0.8895177862811792, "mask_rcnn/false_negative": 0.08193510819567627, "mask_rcnn/false_positive": 0.15116375470789373, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7395638581365347, "total_loss": 1.5723516862781253} {"data_time": 0.010399670340120792, "eta_seconds": 73978.6963022165, "iteration": 167979, "loss_fcos_cls": 0.2278444974217564, "loss_fcos_ctr": 0.6164873829111457, "loss_fcos_loc": 0.17983005905989558, "loss_mask": 0.2516602445393801, "loss_maskiou": 0.0046132161223795265, "loss_sem_seg": 0.2686034447979182, "lr": 0.01, "mask_rcnn/accuracy": 0.8828506520162924, "mask_rcnn/false_negative": 0.0838257069182389, "mask_rcnn/false_positive": 0.14924673270395147, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7375786751508713, "total_loss": 1.5526705381344073} {"data_time": 0.009845394641160965, "eta_seconds": 73937.06019127369, "iteration": 167999, "loss_fcos_cls": 0.24609870091080666, "loss_fcos_ctr": 0.6193576389923692, "loss_fcos_loc": 0.19591652078088373, "loss_mask": 0.26789319422096014, "loss_maskiou": 0.005415804189397022, "loss_sem_seg": 0.2827015519142151, "lr": 0.01, "mask_rcnn/accuracy": 0.8728488190147854, "mask_rcnn/false_negative": 0.10963943545243102, "mask_rcnn/false_positive": 0.14821985365935303, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 39.25, "time": 0.7099155122414231, "total_loss": 1.5991413556330372} {"data_time": 0.011089181527495384, "eta_seconds": 73932.27087090723, "iteration": 168019, "loss_fcos_cls": 0.24714459606911987, "loss_fcos_ctr": 0.6179589508101344, "loss_fcos_loc": 0.18798444024287164, "loss_mask": 0.2649402851238847, "loss_maskiou": 0.005395430482167285, "loss_sem_seg": 0.2552292011678219, "lr": 0.01, "mask_rcnn/accuracy": 0.8869833456887029, "mask_rcnn/false_negative": 0.10703968815508011, "mask_rcnn/false_positive": 0.1324823952474114, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.75, "time": 0.7356677353382111, "total_loss": 1.5769006135378731} {"data_time": 0.009505736641585827, "eta_seconds": 73917.77164637111, "iteration": 168039, "loss_fcos_cls": 0.23452027805615216, "loss_fcos_ctr": 0.6165494904853404, "loss_fcos_loc": 0.1729661530116573, "loss_mask": 0.25448159221559763, "loss_maskiou": 0.005292707937769592, "loss_sem_seg": 0.2930134432390332, "lr": 0.01, "mask_rcnn/accuracy": 0.8921185875566032, "mask_rcnn/false_negative": 0.07867711480642393, "mask_rcnn/false_positive": 0.13690266591850841, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.7235323507338762, "total_loss": 1.5799809580203146} {"data_time": 0.010483628138899803, "eta_seconds": 73937.37456869986, "iteration": 168059, "loss_fcos_cls": 0.24157006619498134, "loss_fcos_ctr": 0.6194408526644111, "loss_fcos_loc": 0.18192634789738804, "loss_mask": 0.2501344596967101, "loss_maskiou": 0.0046270763778011315, "loss_sem_seg": 0.2934342650696635, "lr": 0.01, "mask_rcnn/accuracy": 0.8868658185256861, "mask_rcnn/false_negative": 0.07350327023456292, "mask_rcnn/false_positive": 0.13322630613573805, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.75, "time": 0.7302201418206096, "total_loss": 1.5958661980475881} {"data_time": 0.00891177449375391, "eta_seconds": 73929.95642916951, "iteration": 168079, "loss_fcos_cls": 0.2687968728132546, "loss_fcos_ctr": 0.6171466652303934, "loss_fcos_loc": 0.19008354446850717, "loss_mask": 0.26591415144503117, "loss_maskiou": 0.00554402224952355, "loss_sem_seg": 0.2821408286690712, "lr": 0.01, "mask_rcnn/accuracy": 0.867140218156228, "mask_rcnn/false_negative": 0.09082861680283524, "mask_rcnn/false_positive": 0.14613674769311807, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7199857495725155, "total_loss": 1.6315514535672264} {"data_time": 0.010079882107675076, "eta_seconds": 73924.60002133716, "iteration": 168099, "loss_fcos_cls": 0.264462286606431, "loss_fcos_ctr": 0.6162936838809401, "loss_fcos_loc": 0.1880849984008819, "loss_mask": 0.275822670198977, "loss_maskiou": 0.005522124956769403, "loss_sem_seg": 0.29833954223431647, "lr": 0.01, "mask_rcnn/accuracy": 0.8676364724141892, "mask_rcnn/false_negative": 0.10294648019378101, "mask_rcnn/false_positive": 0.15547110979659634, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7268433002755046, "total_loss": 1.6551414417190244} {"data_time": 0.009827655740082264, "eta_seconds": 73859.74780114926, "iteration": 168119, "loss_fcos_cls": 0.2608752048108727, "loss_fcos_ctr": 0.6209408799186349, "loss_fcos_loc": 0.1912032316904515, "loss_mask": 0.25131277460604906, "loss_maskiou": 0.005592465473455377, "loss_sem_seg": 0.2574238209053874, "lr": 0.01, "mask_rcnn/accuracy": 0.9026759141156462, "mask_rcnn/false_negative": 0.09441912665302175, "mask_rcnn/false_positive": 0.11060787270496536, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.75, "time": 0.7197850421071053, "total_loss": 1.6201566021773033} {"data_time": 0.010532570071518421, "eta_seconds": 73845.24858190306, "iteration": 168139, "loss_fcos_cls": 0.2464037702884525, "loss_fcos_ctr": 0.6185536272823811, "loss_fcos_loc": 0.18891441076993942, "loss_mask": 0.2509170910343528, "loss_maskiou": 0.005087615689262748, "loss_sem_seg": 0.2644526269286871, "lr": 0.01, "mask_rcnn/accuracy": 0.8856133293398332, "mask_rcnn/false_negative": 0.07477478145915405, "mask_rcnn/false_positive": 0.1391992800371933, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.75, "time": 0.7344722738489509, "total_loss": 1.5837374582188204} {"data_time": 0.01085683610290289, "eta_seconds": 73840.1788440384, "iteration": 168159, "loss_fcos_cls": 0.251790510956198, "loss_fcos_ctr": 0.6199841164052486, "loss_fcos_loc": 0.18506922735832632, "loss_mask": 0.263200007379055, "loss_maskiou": 0.005204004650295246, "loss_sem_seg": 0.2835834394209087, "lr": 0.01, "mask_rcnn/accuracy": 0.8812817903241611, "mask_rcnn/false_negative": 0.10390047668120192, "mask_rcnn/false_positive": 0.13231337653392045, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7417467776685953, "total_loss": 1.6055646736349445} {"data_time": 0.009624246507883072, "eta_seconds": 73843.37489538547, "iteration": 168179, "loss_fcos_cls": 0.2504133402835578, "loss_fcos_ctr": 0.6199866151437163, "loss_fcos_loc": 0.19474430102854967, "loss_mask": 0.26507445704191923, "loss_maskiou": 0.005289241493301233, "loss_sem_seg": 0.2841207762248814, "lr": 0.01, "mask_rcnn/accuracy": 0.8861517318194884, "mask_rcnn/false_negative": 0.10285803990898765, "mask_rcnn/false_positive": 0.12819397946115155, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7484772754833102, "total_loss": 1.6084844097786117} {"data_time": 0.010616778396070004, "eta_seconds": 73835.83316298854, "iteration": 168199, "loss_fcos_cls": 0.23943926580250263, "loss_fcos_ctr": 0.6165473856963217, "loss_fcos_loc": 0.1818644252489321, "loss_mask": 0.25798878632485867, "loss_maskiou": 0.005254052979580592, "loss_sem_seg": 0.2680369329173118, "lr": 0.01, "mask_rcnn/accuracy": 0.8873747011724586, "mask_rcnn/false_negative": 0.10335953402257768, "mask_rcnn/false_positive": 0.14769215363281613, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.5, "time": 0.7289102785289288, "total_loss": 1.570417032984551} {"data_time": 0.009819219820201397, "eta_seconds": 73821.32724788692, "iteration": 168219, "loss_fcos_cls": 0.23886649892665446, "loss_fcos_ctr": 0.6141499816440046, "loss_fcos_loc": 0.18471438298001885, "loss_mask": 0.2666405700147152, "loss_maskiou": 0.005629821083857678, "loss_sem_seg": 0.30045766243711114, "lr": 0.01, "mask_rcnn/accuracy": 0.8817257882626499, "mask_rcnn/false_negative": 0.09493752513168321, "mask_rcnn/false_positive": 0.15054302773774325, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7164206160232425, "total_loss": 1.619859715901839} {"data_time": 0.00931211281567812, "eta_seconds": 73833.12472582795, "iteration": 168239, "loss_fcos_cls": 0.23917480697855353, "loss_fcos_ctr": 0.6195478746667504, "loss_fcos_loc": 0.1884547279914841, "loss_mask": 0.264641341753304, "loss_maskiou": 0.005416524079919327, "loss_sem_seg": 0.2544426694512367, "lr": 0.01, "mask_rcnn/accuracy": 0.8951068272982698, "mask_rcnn/false_negative": 0.08775661915568753, "mask_rcnn/false_positive": 0.14503562600316394, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.0, "time": 0.733181169256568, "total_loss": 1.5745794131908042} {"data_time": 0.01008828915655613, "eta_seconds": 73802.15795723908, "iteration": 168259, "loss_fcos_cls": 0.25677545205689967, "loss_fcos_ctr": 0.6193369589745998, "loss_fcos_loc": 0.18953571165911853, "loss_mask": 0.25842122407630086, "loss_maskiou": 0.005919163522776216, "loss_sem_seg": 0.27620791899971664, "lr": 0.01, "mask_rcnn/accuracy": 0.8893548765660111, "mask_rcnn/false_negative": 0.09265567769618785, "mask_rcnn/false_positive": 0.12726381066427053, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.732509489171207, "total_loss": 1.601161648708512} {"data_time": 0.009912940673530102, "eta_seconds": 73826.80354069546, "iteration": 168279, "loss_fcos_cls": 0.2348597610834986, "loss_fcos_ctr": 0.6172160180285573, "loss_fcos_loc": 0.18807259551249444, "loss_mask": 0.25661805737763643, "loss_maskiou": 0.004976275038643507, "loss_sem_seg": 0.2664230242371559, "lr": 0.01, "mask_rcnn/accuracy": 0.8874956232492996, "mask_rcnn/false_negative": 0.09975755869685683, "mask_rcnn/false_positive": 0.12698901047200586, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.25, "time": 0.7283689621835947, "total_loss": 1.5492135494896502} {"data_time": 0.009952396154403687, "eta_seconds": 73812.28799257055, "iteration": 168299, "loss_fcos_cls": 0.25039772293530405, "loss_fcos_ctr": 0.6179327708669007, "loss_fcos_loc": 0.18679145292844623, "loss_mask": 0.24562499579042196, "loss_maskiou": 0.005263273662421852, "loss_sem_seg": 0.2479727913159877, "lr": 0.01, "mask_rcnn/accuracy": 0.8884121169835455, "mask_rcnn/false_negative": 0.08728425256369135, "mask_rcnn/false_positive": 0.10251939973749802, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.717859884724021, "total_loss": 1.5863663599193387} {"data_time": 0.010540465824306011, "eta_seconds": 73799.18997597415, "iteration": 168319, "loss_fcos_cls": 0.2467676439555362, "loss_fcos_ctr": 0.6192762181162834, "loss_fcos_loc": 0.19141330639831722, "loss_mask": 0.26707237400114536, "loss_maskiou": 0.005335377718438394, "loss_sem_seg": 0.26401245035231113, "lr": 0.01, "mask_rcnn/accuracy": 0.8753073246971836, "mask_rcnn/false_negative": 0.13155689828887365, "mask_rcnn/false_positive": 0.11145493666097045, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7182157747447491, "total_loss": 1.5792778009054018} {"data_time": 0.009248759597539902, "eta_seconds": 73754.20506202709, "iteration": 168339, "loss_fcos_cls": 0.2474019064102322, "loss_fcos_ctr": 0.6228937348350883, "loss_fcos_loc": 0.19195247790776193, "loss_mask": 0.261697786860168, "loss_maskiou": 0.004597640974679962, "loss_sem_seg": 0.243006176315248, "lr": 0.01, "mask_rcnn/accuracy": 0.9073233460050687, "mask_rcnn/false_negative": 0.09320072598386947, "mask_rcnn/false_positive": 0.09872862472809533, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.0, "time": 0.7236581798642874, "total_loss": 1.5686195779562695} {"data_time": 0.009658174589276314, "eta_seconds": 73710.097996708, "iteration": 168359, "loss_fcos_cls": 0.23678070702590048, "loss_fcos_ctr": 0.618635653052479, "loss_fcos_loc": 0.18696228694170713, "loss_mask": 0.2442892803810537, "loss_maskiou": 0.00483163818353205, "loss_sem_seg": 0.29431656026281416, "lr": 0.01, "mask_rcnn/accuracy": 0.8757790828114072, "mask_rcnn/false_negative": 0.1005503810305379, "mask_rcnn/false_positive": 0.14501878993934042, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7141626728698611, "total_loss": 1.5739893743448192} {"data_time": 0.011198735795915127, "eta_seconds": 73680.66706248, "iteration": 168379, "loss_fcos_cls": 0.24846576806157827, "loss_fcos_ctr": 0.6202374445274472, "loss_fcos_loc": 0.19186769961379468, "loss_mask": 0.24956249445676804, "loss_maskiou": 0.0050672734214458615, "loss_sem_seg": 0.2572909384034574, "lr": 0.01, "mask_rcnn/accuracy": 0.8849664632208023, "mask_rcnn/false_negative": 0.10318842916636649, "mask_rcnn/false_positive": 0.15117984292421416, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.25, "time": 0.7176772756502032, "total_loss": 1.5961107785915374} {"data_time": 0.010277386754751205, "eta_seconds": 73644.68110768776, "iteration": 168399, "loss_fcos_cls": 0.23251355974934995, "loss_fcos_ctr": 0.6174728078767657, "loss_fcos_loc": 0.181898606242612, "loss_mask": 0.2592649795114994, "loss_maskiou": 0.005363135336665437, "loss_sem_seg": 0.2456128925550729, "lr": 0.01, "mask_rcnn/accuracy": 0.8925669363139993, "mask_rcnn/false_negative": 0.07246617360076603, "mask_rcnn/false_positive": 0.14952583988457052, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.0, "time": 0.7154201585799456, "total_loss": 1.550393133489706} {"data_time": 0.011624578386545181, "eta_seconds": 73609.64899597969, "iteration": 168419, "loss_fcos_cls": 0.22752636834047735, "loss_fcos_ctr": 0.6171315726824105, "loss_fcos_loc": 0.17613387235905975, "loss_mask": 0.24011705815792084, "loss_maskiou": 0.005223021071287803, "loss_sem_seg": 0.2700731467921287, "lr": 0.01, "mask_rcnn/accuracy": 0.8855411028880417, "mask_rcnn/false_negative": 0.08785216632704923, "mask_rcnn/false_positive": 0.13821700698228637, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.75, "time": 0.6940601915121078, "total_loss": 1.538095199604868} {"data_time": 0.010762099176645279, "eta_seconds": 73542.02853612322, "iteration": 168439, "loss_fcos_cls": 0.2355640433379449, "loss_fcos_ctr": 0.6192134181037545, "loss_fcos_loc": 0.18262590910308063, "loss_mask": 0.26453011156991124, "loss_maskiou": 0.005396659573307261, "loss_sem_seg": 0.27605853439308703, "lr": 0.01, "mask_rcnn/accuracy": 0.8904175084283399, "mask_rcnn/false_negative": 0.08184314570000502, "mask_rcnn/false_positive": 0.13341568573023851, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.75, "time": 0.7098251571878791, "total_loss": 1.5925073863909347} {"data_time": 0.00908610224723816, "eta_seconds": 73491.08790381812, "iteration": 168459, "loss_fcos_cls": 0.24269078532233834, "loss_fcos_ctr": 0.6179112624377012, "loss_fcos_loc": 0.18908952991478145, "loss_mask": 0.2520353249274194, "loss_maskiou": 0.005178548861294985, "loss_sem_seg": 0.2655693218111992, "lr": 0.01, "mask_rcnn/accuracy": 0.8859938712327036, "mask_rcnn/false_negative": 0.0898382619668359, "mask_rcnn/false_positive": 0.13393098237662243, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 25.75, "time": 0.7175733093172312, "total_loss": 1.5875920554390177} {"data_time": 0.010706264525651932, "eta_seconds": 73444.23810498603, "iteration": 168479, "loss_fcos_cls": 0.24353437667014077, "loss_fcos_ctr": 0.6214705975726247, "loss_fcos_loc": 0.19738663721363991, "loss_mask": 0.27135068783536553, "loss_maskiou": 0.005525916945771314, "loss_sem_seg": 0.2724133648443967, "lr": 0.01, "mask_rcnn/accuracy": 0.8889124906719444, "mask_rcnn/false_negative": 0.0940869569273744, "mask_rcnn/false_positive": 0.12043556419892357, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.0, "time": 0.7079450786113739, "total_loss": 1.5927319988113595} {"data_time": 0.009398662485182285, "eta_seconds": 73443.17720356863, "iteration": 168499, "loss_fcos_cls": 0.24762214068323374, "loss_fcos_ctr": 0.6187658654525876, "loss_fcos_loc": 0.19062562217004597, "loss_mask": 0.2630452122539282, "loss_maskiou": 0.005626349040539935, "loss_sem_seg": 0.30507093481719494, "lr": 0.01, "mask_rcnn/accuracy": 0.8999727440537786, "mask_rcnn/false_negative": 0.08673769494721073, "mask_rcnn/false_positive": 0.10990614792427914, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.7383056031540036, "total_loss": 1.6401064195451909} {"data_time": 0.00964314304292202, "eta_seconds": 73333.5952237593, "iteration": 168519, "loss_fcos_cls": 0.22976194124203175, "loss_fcos_ctr": 0.6189567064866424, "loss_fcos_loc": 0.194734625518322, "loss_mask": 0.2605074616149068, "loss_maskiou": 0.004925723587803077, "loss_sem_seg": 0.23652620101347566, "lr": 0.01, "mask_rcnn/accuracy": 0.8815942559194221, "mask_rcnn/false_negative": 0.08269660303445578, "mask_rcnn/false_positive": 0.1688447493403462, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.75, "time": 0.7239896720275283, "total_loss": 1.5697915244018077} {"data_time": 0.010114588774740696, "eta_seconds": 73414.23436469864, "iteration": 168539, "loss_fcos_cls": 0.2657134535256773, "loss_fcos_ctr": 0.6184029029682279, "loss_fcos_loc": 0.18875909154303372, "loss_mask": 0.2674680594354868, "loss_maskiou": 0.005452589386550244, "loss_sem_seg": 0.27662281785160303, "lr": 0.01, "mask_rcnn/accuracy": 0.885049600855072, "mask_rcnn/false_negative": 0.09899978586135648, "mask_rcnn/false_positive": 0.13494077364573934, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.25, "time": 0.7352706147357821, "total_loss": 1.6263326567423064} {"data_time": 0.010218918323516846, "eta_seconds": 73348.59831329715, "iteration": 168559, "loss_fcos_cls": 0.24106255313381553, "loss_fcos_ctr": 0.6187866032123566, "loss_fcos_loc": 0.1870212706271559, "loss_mask": 0.2689385134726763, "loss_maskiou": 0.005556453128519934, "loss_sem_seg": 0.2743098430801183, "lr": 0.01, "mask_rcnn/accuracy": 0.8854907567467777, "mask_rcnn/false_negative": 0.09166407884932334, "mask_rcnn/false_positive": 0.13185614613124402, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.0, "time": 0.723103255033493, "total_loss": 1.6006942793901544} {"data_time": 0.010568070225417614, "eta_seconds": 73418.64552199189, "iteration": 168579, "loss_fcos_cls": 0.2453977616969496, "loss_fcos_ctr": 0.6179953245446086, "loss_fcos_loc": 0.19109836674761027, "loss_mask": 0.26293361699208617, "loss_maskiou": 0.005797517849714495, "loss_sem_seg": 0.29023605794645846, "lr": 0.01, "mask_rcnn/accuracy": 0.8748582947209496, "mask_rcnn/false_negative": 0.08501734266105408, "mask_rcnn/false_positive": 0.1512647909417506, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 28.25, "time": 0.7380228796973825, "total_loss": 1.6021202306001214} {"data_time": 0.009433450177311897, "eta_seconds": 73458.69632227533, "iteration": 168599, "loss_fcos_cls": 0.2426175051368773, "loss_fcos_ctr": 0.6186578311026096, "loss_fcos_loc": 0.1858411100693047, "loss_mask": 0.2488134065642953, "loss_maskiou": 0.005215960169152822, "loss_sem_seg": 0.28928581485524774, "lr": 0.01, "mask_rcnn/accuracy": 0.9053604133961277, "mask_rcnn/false_negative": 0.09246679870001079, "mask_rcnn/false_positive": 0.11454623211689172, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.732575161382556, "total_loss": 1.5859384463183233} {"data_time": 0.009007477201521397, "eta_seconds": 73453.23378195986, "iteration": 168619, "loss_fcos_cls": 0.23615461261942983, "loss_fcos_ctr": 0.6182657047174871, "loss_fcos_loc": 0.1860795485554263, "loss_mask": 0.25133778899908066, "loss_maskiou": 0.005541409089346416, "loss_sem_seg": 0.2931966600008309, "lr": 0.01, "mask_rcnn/accuracy": 0.8951363332218133, "mask_rcnn/false_negative": 0.08906108188484924, "mask_rcnn/false_positive": 0.1086754121931493, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 23.0, "time": 0.7260242709890008, "total_loss": 1.594278263139131} {"data_time": 0.010752053000032902, "eta_seconds": 73438.74324945733, "iteration": 168639, "loss_fcos_cls": 0.2435940079158172, "loss_fcos_ctr": 0.6209260607138276, "loss_fcos_loc": 0.1890397850656882, "loss_mask": 0.2616338054649532, "loss_maskiou": 0.005695488383935299, "loss_sem_seg": 0.2663484886288643, "lr": 0.01, "mask_rcnn/accuracy": 0.8878105590062112, "mask_rcnn/false_negative": 0.10644597410583383, "mask_rcnn/false_positive": 0.13434799725637192, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 36.75, "time": 0.7145341569557786, "total_loss": 1.6066420912829926} {"data_time": 0.009558545425534248, "eta_seconds": 73435.73541214969, "iteration": 168659, "loss_fcos_cls": 0.24111299426294863, "loss_fcos_ctr": 0.6183061320334673, "loss_fcos_loc": 0.1934850513935089, "loss_mask": 0.24971929099410772, "loss_maskiou": 0.005293785616231617, "loss_sem_seg": 0.3005475499667227, "lr": 0.01, "mask_rcnn/accuracy": 0.883807892544773, "mask_rcnn/false_negative": 0.08658030663436689, "mask_rcnn/false_positive": 0.13157492628344147, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.7260856069624424, "total_loss": 1.6186272979393834} {"data_time": 0.010564642958343029, "eta_seconds": 73479.27679897845, "iteration": 168679, "loss_fcos_cls": 0.24787966557778418, "loss_fcos_ctr": 0.623325833119452, "loss_fcos_loc": 0.19903381308540702, "loss_mask": 0.26647576270624995, "loss_maskiou": 0.006050158983271103, "loss_sem_seg": 0.27620685333386064, "lr": 0.01, "mask_rcnn/accuracy": 0.8915029874751044, "mask_rcnn/false_negative": 0.08303171788522984, "mask_rcnn/false_positive": 0.13566619725010065, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7303469534963369, "total_loss": 1.630756515020039} {"data_time": 0.00994475744664669, "eta_seconds": 73482.35900404304, "iteration": 168699, "loss_fcos_cls": 0.2596833319403231, "loss_fcos_ctr": 0.6200620085000992, "loss_fcos_loc": 0.1893401788547635, "loss_mask": 0.26299453154206276, "loss_maskiou": 0.005950202466920018, "loss_sem_seg": 0.30435840878635645, "lr": 0.01, "mask_rcnn/accuracy": 0.8911648540995345, "mask_rcnn/false_negative": 0.08047670019528569, "mask_rcnn/false_positive": 0.140085911039484, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 35.5, "time": 0.7365962537005544, "total_loss": 1.6591605340800015} {"data_time": 0.009499840438365936, "eta_seconds": 73479.93019603193, "iteration": 168719, "loss_fcos_cls": 0.2607025750912726, "loss_fcos_ctr": 0.6203290903940797, "loss_fcos_loc": 0.20076555921696126, "loss_mask": 0.25954822916537523, "loss_maskiou": 0.0053639032412320375, "loss_sem_seg": 0.29652887117117643, "lr": 0.01, "mask_rcnn/accuracy": 0.8864143541014289, "mask_rcnn/false_negative": 0.09678325495337767, "mask_rcnn/false_positive": 0.1403391945889701, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.7321297852322459, "total_loss": 1.6244131217972608} {"data_time": 0.00987739022821188, "eta_seconds": 73398.23479735013, "iteration": 168739, "loss_fcos_cls": 0.25176066323183477, "loss_fcos_ctr": 0.6200201585888863, "loss_fcos_loc": 0.18903940473683178, "loss_mask": 0.26140087423846126, "loss_maskiou": 0.005538626995985396, "loss_sem_seg": 0.3024787534959614, "lr": 0.01, "mask_rcnn/accuracy": 0.8795761381475667, "mask_rcnn/false_negative": 0.09019860849618039, "mask_rcnn/false_positive": 0.10665287969148493, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7213101582601666, "total_loss": 1.6258663455955684} {"data_time": 0.009401997551321983, "eta_seconds": 73395.50915594213, "iteration": 168759, "loss_fcos_cls": 0.26454583276063204, "loss_fcos_ctr": 0.6215142793953419, "loss_fcos_loc": 0.19081184454262257, "loss_mask": 0.2591534359380603, "loss_maskiou": 0.00467763606866356, "loss_sem_seg": 0.3127810670994222, "lr": 0.01, "mask_rcnn/accuracy": 0.8853910650281618, "mask_rcnn/false_negative": 0.09696524761611561, "mask_rcnn/false_positive": 0.1323237991004715, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.25, "time": 0.7273935554549098, "total_loss": 1.6525474930749624} {"data_time": 0.010609337128698826, "eta_seconds": 73381.00998877548, "iteration": 168779, "loss_fcos_cls": 0.25147057487629354, "loss_fcos_ctr": 0.619661083444953, "loss_fcos_loc": 0.19685673713684082, "loss_mask": 0.26123473048210144, "loss_maskiou": 0.005270783958621905, "loss_sem_seg": 0.2867434401996434, "lr": 0.01, "mask_rcnn/accuracy": 0.8839184483317136, "mask_rcnn/false_negative": 0.07503582338904952, "mask_rcnn/false_positive": 0.1743540087827677, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7205548798665404, "total_loss": 1.6517584956345672} {"data_time": 0.009981564246118069, "eta_seconds": 73345.53710220288, "iteration": 168799, "loss_fcos_cls": 0.23378750402480364, "loss_fcos_ctr": 0.6183598088100553, "loss_fcos_loc": 0.19057716289535165, "loss_mask": 0.26832221541553736, "loss_maskiou": 0.004971482398104854, "loss_sem_seg": 0.2734777978621423, "lr": 0.01, "mask_rcnn/accuracy": 0.9129774201835301, "mask_rcnn/false_negative": 0.08130338753856799, "mask_rcnn/false_positive": 0.09142419736801471, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 27.75, "time": 0.7257695943117142, "total_loss": 1.5852011353854323} {"data_time": 0.009357004426419735, "eta_seconds": 73309.65185324103, "iteration": 168819, "loss_fcos_cls": 0.24498776206746697, "loss_fcos_ctr": 0.6161675360053778, "loss_fcos_loc": 0.18039073632098734, "loss_mask": 0.2640352714806795, "loss_maskiou": 0.005071604231488891, "loss_sem_seg": 0.3099204235477373, "lr": 0.01, "mask_rcnn/accuracy": 0.8806495959039353, "mask_rcnn/false_negative": 0.08317537140943737, "mask_rcnn/false_positive": 0.13496875512380624, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.0, "time": 0.7299680067226291, "total_loss": 1.6180940618960449} {"data_time": 0.009938647039234638, "eta_seconds": 73249.1486819461, "iteration": 168839, "loss_fcos_cls": 0.24574850127100945, "loss_fcos_ctr": 0.61875653360039, "loss_fcos_loc": 0.18368176312651485, "loss_mask": 0.2484810510650277, "loss_maskiou": 0.004827831769944169, "loss_sem_seg": 0.25044933892786503, "lr": 0.01, "mask_rcnn/accuracy": 0.8900022509003602, "mask_rcnn/false_negative": 0.07813496579695675, "mask_rcnn/false_positive": 0.11972431134860995, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 22.0, "time": 0.706028169952333, "total_loss": 1.524222684378401} {"data_time": 0.009900211356580257, "eta_seconds": 73242.81352453493, "iteration": 168859, "loss_fcos_cls": 0.24412002670578659, "loss_fcos_ctr": 0.6172245480120182, "loss_fcos_loc": 0.1817673803307116, "loss_mask": 0.2598337847739458, "loss_maskiou": 0.0051502917467587395, "loss_sem_seg": 0.25104224029928446, "lr": 0.01, "mask_rcnn/accuracy": 0.8750921201814059, "mask_rcnn/false_negative": 0.08121622933816419, "mask_rcnn/false_positive": 0.12472451372550765, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 25.25, "time": 0.7080989144742489, "total_loss": 1.5672668024999439} {"data_time": 0.010212232358753681, "eta_seconds": 73220.18528748304, "iteration": 168879, "loss_fcos_cls": 0.24681001529097557, "loss_fcos_ctr": 0.6151071833446622, "loss_fcos_loc": 0.18671458010794595, "loss_mask": 0.26672265492379665, "loss_maskiou": 0.005577976873610169, "loss_sem_seg": 0.2458831287221983, "lr": 0.01, "mask_rcnn/accuracy": 0.8771646879905808, "mask_rcnn/false_negative": 0.07832781373328064, "mask_rcnn/false_positive": 0.13648485354265216, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7086724564433098, "total_loss": 1.5613287998057785} {"data_time": 0.010553929023444653, "eta_seconds": 73198.5377227841, "iteration": 168899, "loss_fcos_cls": 0.25367929809726775, "loss_fcos_ctr": 0.6194828823208809, "loss_fcos_loc": 0.18809059681370854, "loss_mask": 0.274679665453732, "loss_maskiou": 0.006031193468515994, "loss_sem_seg": 0.25408861273899674, "lr": 0.01, "mask_rcnn/accuracy": 0.8711015656262504, "mask_rcnn/false_negative": 0.10819271699631774, "mask_rcnn/false_positive": 0.12991978450702069, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.75, "time": 0.7437451984733343, "total_loss": 1.5879603650100762} {"data_time": 0.010886106640100479, "eta_seconds": 73191.22189301997, "iteration": 168919, "loss_fcos_cls": 0.24682807980570942, "loss_fcos_ctr": 0.6193447229452431, "loss_fcos_loc": 0.18011712073348463, "loss_mask": 0.25375883374363184, "loss_maskiou": 0.004696170057286508, "loss_sem_seg": 0.285165480338037, "lr": 0.01, "mask_rcnn/accuracy": 0.8875974432835334, "mask_rcnn/false_negative": 0.0984960988512946, "mask_rcnn/false_positive": 0.13806728943820284, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.75, "time": 0.7259623808786273, "total_loss": 1.6142234682920389} {"data_time": 0.009801816195249557, "eta_seconds": 73176.74019578844, "iteration": 168939, "loss_fcos_cls": 0.2424724732991308, "loss_fcos_ctr": 0.6172670936211944, "loss_fcos_loc": 0.18776994419749826, "loss_mask": 0.25241195503622293, "loss_maskiou": 0.004929122020257637, "loss_sem_seg": 0.24001049646176398, "lr": 0.01, "mask_rcnn/accuracy": 0.8902802675124104, "mask_rcnn/false_negative": 0.08777263947761824, "mask_rcnn/false_positive": 0.11108646443497334, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 34.0, "time": 0.7445270111784339, "total_loss": 1.5293322288198397} {"data_time": 0.009239055216312408, "eta_seconds": 73134.65873340424, "iteration": 168959, "loss_fcos_cls": 0.25185853568837047, "loss_fcos_ctr": 0.6176304565742612, "loss_fcos_loc": 0.18252899800427258, "loss_mask": 0.2651324551552534, "loss_maskiou": 0.005083222364191897, "loss_sem_seg": 0.26980315730907023, "lr": 0.01, "mask_rcnn/accuracy": 0.8904804216026827, "mask_rcnn/false_negative": 0.08928284773585421, "mask_rcnn/false_positive": 0.13971426535554085, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.75, "time": 0.7217161143198609, "total_loss": 1.5937197230232414} {"data_time": 0.009935413487255573, "eta_seconds": 73083.34330581408, "iteration": 168979, "loss_fcos_cls": 0.24687353055924177, "loss_fcos_ctr": 0.6194477370008826, "loss_fcos_loc": 0.18791833752766252, "loss_mask": 0.2576719159260392, "loss_maskiou": 0.00546438671881333, "loss_sem_seg": 0.2788773332722485, "lr": 0.01, "mask_rcnn/accuracy": 0.8738944142923486, "mask_rcnn/false_negative": 0.10713461218181844, "mask_rcnn/false_positive": 0.15849844111949335, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.25, "time": 0.7210724875330925, "total_loss": 1.6043074853805592} {"data_time": 0.009675881825387478, "eta_seconds": 73129.49668506067, "iteration": 168999, "loss_fcos_cls": 0.25281089660711586, "loss_fcos_ctr": 0.6213959902524948, "loss_fcos_loc": 0.18928267539013177, "loss_mask": 0.2633819095790386, "loss_maskiou": 0.005365233264456037, "loss_sem_seg": 0.2618344654329121, "lr": 0.01, "mask_rcnn/accuracy": 0.8689927583936801, "mask_rcnn/false_negative": 0.08900077036212858, "mask_rcnn/false_positive": 0.1424278999220161, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.25, "time": 0.7363388948142529, "total_loss": 1.619934065034613} {"data_time": 0.010669284500181675, "eta_seconds": 73115.01573998388, "iteration": 169019, "loss_fcos_cls": 0.27021488919854164, "loss_fcos_ctr": 0.6178036080673337, "loss_fcos_loc": 0.19236586475744843, "loss_mask": 0.2767044361680746, "loss_maskiou": 0.006273536382650491, "loss_sem_seg": 0.2975863553583622, "lr": 0.01, "mask_rcnn/accuracy": 0.8710548821661561, "mask_rcnn/false_negative": 0.08487080136017232, "mask_rcnn/false_positive": 0.1855640070662647, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.7507279608398676, "total_loss": 1.6579380684634089} {"data_time": 0.009924665093421936, "eta_seconds": 73104.33170963079, "iteration": 169039, "loss_fcos_cls": 0.25874214130453765, "loss_fcos_ctr": 0.6190516613423824, "loss_fcos_loc": 0.19531697465572506, "loss_mask": 0.2707296288572252, "loss_maskiou": 0.005711687896109652, "loss_sem_seg": 0.2916810750029981, "lr": 0.01, "mask_rcnn/accuracy": 0.8742941330034761, "mask_rcnn/false_negative": 0.08570454985564732, "mask_rcnn/false_positive": 0.166426972742671, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.75, "time": 0.7285844339057803, "total_loss": 1.6633263472904218} {"data_time": 0.010648719035089016, "eta_seconds": 73086.05384983029, "iteration": 169059, "loss_fcos_cls": 0.25243449851404876, "loss_fcos_ctr": 0.618121862411499, "loss_fcos_loc": 0.19755058799637482, "loss_mask": 0.2524494742974639, "loss_maskiou": 0.005117367232742254, "loss_sem_seg": 0.280244069872424, "lr": 0.01, "mask_rcnn/accuracy": 0.8878751907046676, "mask_rcnn/false_negative": 0.08951399784371297, "mask_rcnn/false_positive": 0.13275762943786634, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.5, "time": 0.7344817789271474, "total_loss": 1.6424757517161197} {"data_time": 0.009762218222022057, "eta_seconds": 73083.69874334987, "iteration": 169079, "loss_fcos_cls": 0.24922786210663617, "loss_fcos_ctr": 0.6211844822391868, "loss_fcos_loc": 0.19717189925722778, "loss_mask": 0.27507247030735016, "loss_maskiou": 0.005708548487746157, "loss_sem_seg": 0.2726907064206898, "lr": 0.01, "mask_rcnn/accuracy": 0.8954242329900995, "mask_rcnn/false_negative": 0.09432869154828717, "mask_rcnn/false_positive": 0.11814694385434141, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7335357591509819, "total_loss": 1.6375739340146538} {"data_time": 0.010383229702711105, "eta_seconds": 73069.21539523732, "iteration": 169099, "loss_fcos_cls": 0.24912694771774113, "loss_fcos_ctr": 0.6188470348715782, "loss_fcos_loc": 0.1873631915077567, "loss_mask": 0.2542513832449913, "loss_maskiou": 0.00487928485381417, "loss_sem_seg": 0.3063088436610997, "lr": 0.01, "mask_rcnn/accuracy": 0.8909101364092582, "mask_rcnn/false_negative": 0.0888089828370974, "mask_rcnn/false_positive": 0.15547813952848027, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7382734147831798, "total_loss": 1.630184224974073} {"data_time": 0.009682233445346355, "eta_seconds": 73091.1932313731, "iteration": 169119, "loss_fcos_cls": 0.2482272714842111, "loss_fcos_ctr": 0.6196790258400142, "loss_fcos_loc": 0.19630707043688744, "loss_mask": 0.26871935464441776, "loss_maskiou": 0.005565550396568142, "loss_sem_seg": 0.2582535338588059, "lr": 0.01, "mask_rcnn/accuracy": 0.8821509986973513, "mask_rcnn/false_negative": 0.09921822710242194, "mask_rcnn/false_positive": 0.14109227760969645, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7287684455513954, "total_loss": 1.619135293571162} {"data_time": 0.010353497229516506, "eta_seconds": 73076.70265470725, "iteration": 169139, "loss_fcos_cls": 0.25501787662506104, "loss_fcos_ctr": 0.6196610787883401, "loss_fcos_loc": 0.19035280600655824, "loss_mask": 0.25823894049972296, "loss_maskiou": 0.006111815593612846, "loss_sem_seg": 0.299734131898731, "lr": 0.01, "mask_rcnn/accuracy": 0.8883959833933573, "mask_rcnn/false_negative": 0.10285577529021751, "mask_rcnn/false_positive": 0.12632590433317342, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.25, "time": 0.7316972408443689, "total_loss": 1.6348762488632929} {"data_time": 0.009910103864967823, "eta_seconds": 73044.17175577953, "iteration": 169159, "loss_fcos_cls": 0.2574662060942501, "loss_fcos_ctr": 0.6185784908011556, "loss_fcos_loc": 0.19048094027675688, "loss_mask": 0.26650844793766737, "loss_maskiou": 0.0052279335068305954, "loss_sem_seg": 0.25579764461144805, "lr": 0.01, "mask_rcnn/accuracy": 0.8968264272000935, "mask_rcnn/false_negative": 0.07919832819984027, "mask_rcnn/false_positive": 0.09045428668773012, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7235438339412212, "total_loss": 1.5664714802114759} {"data_time": 0.009215420112013817, "eta_seconds": 73002.95982901007, "iteration": 169179, "loss_fcos_cls": 0.24314457061700523, "loss_fcos_ctr": 0.618846301920712, "loss_fcos_loc": 0.19243616866879165, "loss_mask": 0.2677231375128031, "loss_maskiou": 0.005508522284799255, "loss_sem_seg": 0.2635335414670408, "lr": 0.01, "mask_rcnn/accuracy": 0.883525558743582, "mask_rcnn/false_negative": 0.08699892803606646, "mask_rcnn/false_positive": 0.14479730618231418, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.0, "time": 0.7201300440356135, "total_loss": 1.580789853742317} {"data_time": 0.010248075239360332, "eta_seconds": 72988.47813177854, "iteration": 169199, "loss_fcos_cls": 0.24149313743691891, "loss_fcos_ctr": 0.6189746449235827, "loss_fcos_loc": 0.18235458084382117, "loss_mask": 0.2640820606611669, "loss_maskiou": 0.005678209592588246, "loss_sem_seg": 0.25601916294544935, "lr": 0.01, "mask_rcnn/accuracy": 0.8690396058645188, "mask_rcnn/false_negative": 0.08721246410354369, "mask_rcnn/false_positive": 0.14987745175920805, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.0, "time": 0.7297992464154959, "total_loss": 1.6018017312671873} {"data_time": 0.010277939960360527, "eta_seconds": 73028.84142653085, "iteration": 169219, "loss_fcos_cls": 0.25065202359110117, "loss_fcos_ctr": 0.6180710252374411, "loss_fcos_loc": 0.19334888737648726, "loss_mask": 0.27799269556999207, "loss_maskiou": 0.005721227877074853, "loss_sem_seg": 0.27222655387595296, "lr": 0.01, "mask_rcnn/accuracy": 0.8702963710359766, "mask_rcnn/false_negative": 0.11036631517168481, "mask_rcnn/false_positive": 0.1406192452759653, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7376752141863108, "total_loss": 1.6069295979104936} {"data_time": 0.010151819325983524, "eta_seconds": 73014.34884530492, "iteration": 169239, "loss_fcos_cls": 0.24252101290039718, "loss_fcos_ctr": 0.6173973176628351, "loss_fcos_loc": 0.1837065687868744, "loss_mask": 0.2619835021905601, "loss_maskiou": 0.005210814444581047, "loss_sem_seg": 0.2481823107227683, "lr": 0.01, "mask_rcnn/accuracy": 0.8903881552621049, "mask_rcnn/false_negative": 0.11210868300904242, "mask_rcnn/false_positive": 0.13689490905070317, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7384795751422644, "total_loss": 1.5651058693620143} {"data_time": 0.00975186936557293, "eta_seconds": 72989.75919471215, "iteration": 169259, "loss_fcos_cls": 0.23061119916383177, "loss_fcos_ctr": 0.6165210059843957, "loss_fcos_loc": 0.18233125656843185, "loss_mask": 0.2593286316841841, "loss_maskiou": 0.0050819864045479335, "loss_sem_seg": 0.25581594184041023, "lr": 0.01, "mask_rcnn/accuracy": 0.8836423992673992, "mask_rcnn/false_negative": 0.07275893369171799, "mask_rcnn/false_positive": 0.14132512849889353, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.75, "time": 0.731889683753252, "total_loss": 1.5763041907775914} {"data_time": 0.009429585188627243, "eta_seconds": 72985.40458128415, "iteration": 169279, "loss_fcos_cls": 0.2577593046007678, "loss_fcos_ctr": 0.6176930759102106, "loss_fcos_loc": 0.183373560605105, "loss_mask": 0.2575268382206559, "loss_maskiou": 0.0059727426851168275, "loss_sem_seg": 0.24053789302706718, "lr": 0.01, "mask_rcnn/accuracy": 0.8925659117796181, "mask_rcnn/false_negative": 0.09210514898117719, "mask_rcnn/false_positive": 0.11531455033990404, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.25, "time": 0.7273519588634372, "total_loss": 1.5697965087310877} {"data_time": 0.010972363874316216, "eta_seconds": 72960.77804138046, "iteration": 169299, "loss_fcos_cls": 0.25069382251240313, "loss_fcos_ctr": 0.6179134743288159, "loss_fcos_loc": 0.19525643612723798, "loss_mask": 0.26666177436709404, "loss_maskiou": 0.006022328874678351, "loss_sem_seg": 0.25401710625737906, "lr": 0.01, "mask_rcnn/accuracy": 0.8752922748632267, "mask_rcnn/false_negative": 0.10071938139561847, "mask_rcnn/false_positive": 0.15056464875596198, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7093542441725731, "total_loss": 1.5937991992977913} {"data_time": 0.010484544560313225, "eta_seconds": 73093.18242009263, "iteration": 169319, "loss_fcos_cls": 0.2457268931902945, "loss_fcos_ctr": 0.6198612302541733, "loss_fcos_loc": 0.18893274466972798, "loss_mask": 0.25390193331986666, "loss_maskiou": 0.005078116118966136, "loss_sem_seg": 0.3024231649469584, "lr": 0.01, "mask_rcnn/accuracy": 0.891453092865053, "mask_rcnn/false_negative": 0.09688281850777658, "mask_rcnn/false_positive": 0.1453505003752559, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 27.5, "time": 0.7426608260720968, "total_loss": 1.6142856188344012} {"data_time": 0.010995741933584213, "eta_seconds": 73078.66266315337, "iteration": 169339, "loss_fcos_cls": 0.25082470825873315, "loss_fcos_ctr": 0.620378558523953, "loss_fcos_loc": 0.1952839405857958, "loss_mask": 0.2508112024515867, "loss_maskiou": 0.00515812458252185, "loss_sem_seg": 0.2862802753516007, "lr": 0.01, "mask_rcnn/accuracy": 0.8864820848381996, "mask_rcnn/false_negative": 0.0831401236643278, "mask_rcnn/false_positive": 0.10686965210031737, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.75, "time": 0.7223833631724119, "total_loss": 1.593680205183773} {"data_time": 0.009609653614461422, "eta_seconds": 73137.67630313057, "iteration": 169359, "loss_fcos_cls": 0.2336850392166525, "loss_fcos_ctr": 0.6170040080323815, "loss_fcos_loc": 0.18258412717841566, "loss_mask": 0.25771079305559397, "loss_maskiou": 0.005041997974331025, "loss_sem_seg": 0.2725061629898846, "lr": 0.01, "mask_rcnn/accuracy": 0.8910259515198484, "mask_rcnn/false_negative": 0.09398665933543933, "mask_rcnn/false_positive": 0.1345006101230856, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.75, "time": 0.7382084354758263, "total_loss": 1.5665132287322194} {"data_time": 0.010463188402354717, "eta_seconds": 73148.38897684589, "iteration": 169379, "loss_fcos_cls": 0.24927331344224513, "loss_fcos_ctr": 0.6195091675035655, "loss_fcos_loc": 0.1883762371726334, "loss_mask": 0.24985444266349077, "loss_maskiou": 0.0053503890230786055, "loss_sem_seg": 0.27596587548032403, "lr": 0.01, "mask_rcnn/accuracy": 0.8747185292386186, "mask_rcnn/false_negative": 0.10309705220079231, "mask_rcnn/false_positive": 0.14393361291456425, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7375354589894414, "total_loss": 1.6066611756396014} {"data_time": 0.009913373738527298, "eta_seconds": 73145.90887108073, "iteration": 169399, "loss_fcos_cls": 0.23860572918783873, "loss_fcos_ctr": 0.6237883483991027, "loss_fcos_loc": 0.19638179801404476, "loss_mask": 0.2663550120778382, "loss_maskiou": 0.004966214655723888, "loss_sem_seg": 0.2489184490405023, "lr": 0.01, "mask_rcnn/accuracy": 0.8791886844023323, "mask_rcnn/false_negative": 0.09718246018643606, "mask_rcnn/false_positive": 0.142316761905103, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.75, "time": 0.7271197894588113, "total_loss": 1.5803912420888082} {"data_time": 0.010337813757359982, "eta_seconds": 73180.79036575276, "iteration": 169419, "loss_fcos_cls": 0.2533534509129822, "loss_fcos_ctr": 0.6189515134319663, "loss_fcos_loc": 0.18924843287095428, "loss_mask": 0.2645623735152185, "loss_maskiou": 0.005630124760500621, "loss_sem_seg": 0.2555040679872036, "lr": 0.01, "mask_rcnn/accuracy": 0.8786082926321213, "mask_rcnn/false_negative": 0.08612438782743913, "mask_rcnn/false_positive": 0.1578287600949353, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.25, "time": 0.7235125293955207, "total_loss": 1.6325160494743614} {"data_time": 0.010016052052378654, "eta_seconds": 73198.44755054917, "iteration": 169439, "loss_fcos_cls": 0.26131714158691466, "loss_fcos_ctr": 0.620370171032846, "loss_fcos_loc": 0.18825348233804107, "loss_mask": 0.2537912745028734, "loss_maskiou": 0.005399994450272061, "loss_sem_seg": 0.272510870359838, "lr": 0.01, "mask_rcnn/accuracy": 0.8784913003663004, "mask_rcnn/false_negative": 0.11338663418891645, "mask_rcnn/false_positive": 0.13966948284493838, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.75, "time": 0.7357543557882309, "total_loss": 1.6168132205930306} {"data_time": 0.009608948603272438, "eta_seconds": 73204.87937491294, "iteration": 169459, "loss_fcos_cls": 0.24595042481087148, "loss_fcos_ctr": 0.6187739074230194, "loss_fcos_loc": 0.19022080558352172, "loss_mask": 0.2601858964189887, "loss_maskiou": 0.006117410055594519, "loss_sem_seg": 0.2950701490044594, "lr": 0.01, "mask_rcnn/accuracy": 0.897860457742419, "mask_rcnn/false_negative": 0.10239432579067058, "mask_rcnn/false_positive": 0.11518502334710443, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 36.25, "time": 0.7275774795562029, "total_loss": 1.6319973579084035} {"data_time": 0.009448394179344177, "eta_seconds": 73232.39055957366, "iteration": 169479, "loss_fcos_cls": 0.2441544111352414, "loss_fcos_ctr": 0.6198462480679154, "loss_fcos_loc": 0.18850643653422594, "loss_mask": 0.24828426726162434, "loss_maskiou": 0.005326943126419792, "loss_sem_seg": 0.26294276723638177, "lr": 0.01, "mask_rcnn/accuracy": 0.8817581744710434, "mask_rcnn/false_negative": 0.09760500589490709, "mask_rcnn/false_positive": 0.125988668871168, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.0, "time": 0.7238553799688816, "total_loss": 1.5797486468363786} {"data_time": 0.009727876633405685, "eta_seconds": 73175.75498610642, "iteration": 169499, "loss_fcos_cls": 0.24387114099226892, "loss_fcos_ctr": 0.6197277591563761, "loss_fcos_loc": 0.18422034388640895, "loss_mask": 0.24813247378915548, "loss_maskiou": 0.005324192199623212, "loss_sem_seg": 0.2814302905462682, "lr": 0.01, "mask_rcnn/accuracy": 0.8795351473922903, "mask_rcnn/false_negative": 0.10534737961004556, "mask_rcnn/false_positive": 0.13926952297497913, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 35.25, "time": 0.720885087735951, "total_loss": 1.6212857217396959} {"data_time": 0.009017293341457844, "eta_seconds": 73180.68461648095, "iteration": 169519, "loss_fcos_cls": 0.24267399520613253, "loss_fcos_ctr": 0.6211389149539173, "loss_fcos_loc": 0.19172634626738727, "loss_mask": 0.2577894674614072, "loss_maskiou": 0.005695140549505595, "loss_sem_seg": 0.30088280607014894, "lr": 0.01, "mask_rcnn/accuracy": 0.8899509150675196, "mask_rcnn/false_negative": 0.06854943793251109, "mask_rcnn/false_positive": 0.13710023512641314, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.7270474461838603, "total_loss": 1.5974688475616858} {"data_time": 0.009410333819687366, "eta_seconds": 73146.6305972999, "iteration": 169539, "loss_fcos_cls": 0.2606741812778637, "loss_fcos_ctr": 0.6175509155727923, "loss_fcos_loc": 0.19095321814529598, "loss_mask": 0.24986070953309536, "loss_maskiou": 0.005558414923143573, "loss_sem_seg": 0.29493197286501527, "lr": 0.01, "mask_rcnn/accuracy": 0.8850937448149991, "mask_rcnn/false_negative": 0.08660450833106499, "mask_rcnn/false_positive": 0.13098993522164687, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.75, "time": 0.7287003798410296, "total_loss": 1.645911583887937} {"data_time": 0.00924604944884777, "eta_seconds": 73158.00075941067, "iteration": 169559, "loss_fcos_cls": 0.2455872180289589, "loss_fcos_ctr": 0.6192811690270901, "loss_fcos_loc": 0.18868164822924882, "loss_mask": 0.2636152934283018, "loss_maskiou": 0.005309592197590973, "loss_sem_seg": 0.3018155237659812, "lr": 0.01, "mask_rcnn/accuracy": 0.8968979873992537, "mask_rcnn/false_negative": 0.09019322470101335, "mask_rcnn/false_positive": 0.10955448697213936, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.25, "time": 0.7424637153744698, "total_loss": 1.618912336860376} {"data_time": 0.009263893589377403, "eta_seconds": 73101.61969575472, "iteration": 169579, "loss_fcos_cls": 0.22704219073057175, "loss_fcos_ctr": 0.61595194414258, "loss_fcos_loc": 0.18768105562776327, "loss_mask": 0.2674890970811248, "loss_maskiou": 0.005826752923894674, "loss_sem_seg": 0.2753934266511351, "lr": 0.01, "mask_rcnn/accuracy": 0.87461149161898, "mask_rcnn/false_negative": 0.09349593115281918, "mask_rcnn/false_positive": 0.14316999433034955, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.0, "time": 0.7177337631583214, "total_loss": 1.5946739412029274} {"data_time": 0.01058249268680811, "eta_seconds": 73080.36341180094, "iteration": 169599, "loss_fcos_cls": 0.23140932922251523, "loss_fcos_ctr": 0.618291862308979, "loss_fcos_loc": 0.1769519664812833, "loss_mask": 0.24450576677918434, "loss_maskiou": 0.005213335207372438, "loss_sem_seg": 0.2618495048955083, "lr": 0.01, "mask_rcnn/accuracy": 0.9017264031413748, "mask_rcnn/false_negative": 0.0820065873386606, "mask_rcnn/false_positive": 0.1176219952309218, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.5, "time": 0.7245451267808676, "total_loss": 1.5776745112380013} {"data_time": 0.009979752823710442, "eta_seconds": 73067.42537933867, "iteration": 169619, "loss_fcos_cls": 0.23293531825765967, "loss_fcos_ctr": 0.6214120499789715, "loss_fcos_loc": 0.18858581385575235, "loss_mask": 0.2673995606601238, "loss_maskiou": 0.006019480642862618, "loss_sem_seg": 0.2731653065420687, "lr": 0.01, "mask_rcnn/accuracy": 0.8792775892558429, "mask_rcnn/false_negative": 0.0887896395317728, "mask_rcnn/false_positive": 0.15644524953551692, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.75, "time": 0.7287980392575264, "total_loss": 1.5807936220662668} {"data_time": 0.00868172012269497, "eta_seconds": 73092.28123606741, "iteration": 169639, "loss_fcos_cls": 0.23070658929646015, "loss_fcos_ctr": 0.6170135540887713, "loss_fcos_loc": 0.18539084261283278, "loss_mask": 0.259411727078259, "loss_maskiou": 0.005011979839764535, "loss_sem_seg": 0.2719676084816456, "lr": 0.01, "mask_rcnn/accuracy": 0.9095094761389404, "mask_rcnn/false_negative": 0.08563320963266913, "mask_rcnn/false_positive": 0.09538457405134203, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.25, "time": 0.7416795818135142, "total_loss": 1.5911740023002494} {"data_time": 0.009942036122083664, "eta_seconds": 73065.60155351367, "iteration": 169659, "loss_fcos_cls": 0.2279599360190332, "loss_fcos_ctr": 0.6208662893623114, "loss_fcos_loc": 0.19210161175578833, "loss_mask": 0.250504813157022, "loss_maskiou": 0.005549462795897853, "loss_sem_seg": 0.23238642187789083, "lr": 0.01, "mask_rcnn/accuracy": 0.8804027583523757, "mask_rcnn/false_negative": 0.08091611774221219, "mask_rcnn/false_positive": 0.17977743598354282, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.7132147485390306, "total_loss": 1.5590362128423294} {"data_time": 0.009637698531150818, "eta_seconds": 73022.13262652047, "iteration": 169679, "loss_fcos_cls": 0.26467689545825124, "loss_fcos_ctr": 0.6179702361114323, "loss_fcos_loc": 0.19751408696174622, "loss_mask": 0.25359784439206123, "loss_maskiou": 0.005183060780836968, "loss_sem_seg": 0.29143966955598444, "lr": 0.01, "mask_rcnn/accuracy": 0.8964314377436368, "mask_rcnn/false_negative": 0.07297125175909047, "mask_rcnn/false_positive": 0.12660768427231664, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.25, "time": 0.7090033693239093, "total_loss": 1.601351157965837} {"data_time": 0.009007420390844345, "eta_seconds": 72967.34100865014, "iteration": 169699, "loss_fcos_cls": 0.2509719035588205, "loss_fcos_ctr": 0.6180161330848932, "loss_fcos_loc": 0.18513311119750142, "loss_mask": 0.26085163839161396, "loss_maskiou": 0.005119481706060469, "loss_sem_seg": 0.3245751205831766, "lr": 0.01, "mask_rcnn/accuracy": 0.8903193969895651, "mask_rcnn/false_negative": 0.08429304754256857, "mask_rcnn/false_positive": 0.13776340944994503, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 23.25, "time": 0.7198295462876558, "total_loss": 1.6283376634601154} {"data_time": 0.009764793328940868, "eta_seconds": 72896.00304473843, "iteration": 169719, "loss_fcos_cls": 0.24204094498418272, "loss_fcos_ctr": 0.6209571175277233, "loss_fcos_loc": 0.19240065990015864, "loss_mask": 0.2685193782672286, "loss_maskiou": 0.005521810184291098, "loss_sem_seg": 0.2493617949075997, "lr": 0.01, "mask_rcnn/accuracy": 0.8668774801587302, "mask_rcnn/false_negative": 0.12212352945134493, "mask_rcnn/false_positive": 0.12304124218383455, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.7065928988158703, "total_loss": 1.6198395756437094} {"data_time": 0.009936620481312275, "eta_seconds": 72911.99731016066, "iteration": 169739, "loss_fcos_cls": 0.23837906075641513, "loss_fcos_ctr": 0.6167771676555276, "loss_fcos_loc": 0.18051492609083652, "loss_mask": 0.2472870945930481, "loss_maskiou": 0.005697566797607578, "loss_sem_seg": 0.24629398994147778, "lr": 0.01, "mask_rcnn/accuracy": 0.884674679820908, "mask_rcnn/false_negative": 0.08208885040196438, "mask_rcnn/false_positive": 0.13558584391573092, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 25.75, "time": 0.7290629902854562, "total_loss": 1.538439650215878} {"data_time": 0.009577260352671146, "eta_seconds": 72897.45287168305, "iteration": 169759, "loss_fcos_cls": 0.2348073711618781, "loss_fcos_ctr": 0.6204575756564736, "loss_fcos_loc": 0.18754611804615706, "loss_mask": 0.2722896421328187, "loss_maskiou": 0.005831477261381224, "loss_sem_seg": 0.27364766923710704, "lr": 0.01, "mask_rcnn/accuracy": 0.8722085949764521, "mask_rcnn/false_negative": 0.11721251579245934, "mask_rcnn/false_positive": 0.12713318199073564, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.25, "time": 0.725681652314961, "total_loss": 1.6097880799788982} {"data_time": 0.010069121606647968, "eta_seconds": 72931.04726782255, "iteration": 169779, "loss_fcos_cls": 0.2406235805246979, "loss_fcos_ctr": 0.6222992707043886, "loss_fcos_loc": 0.19342204788699746, "loss_mask": 0.26481628976762295, "loss_maskiou": 0.005191100099182222, "loss_sem_seg": 0.2626970855053514, "lr": 0.01, "mask_rcnn/accuracy": 0.881509413072616, "mask_rcnn/false_negative": 0.10511016695305116, "mask_rcnn/false_positive": 0.14641074760854283, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 35.75, "time": 0.7312920317053795, "total_loss": 1.5691921636462212} {"data_time": 0.009832499548792839, "eta_seconds": 72894.59264023043, "iteration": 169799, "loss_fcos_cls": 0.24510358623228967, "loss_fcos_ctr": 0.6210289625450969, "loss_fcos_loc": 0.19301896658726037, "loss_mask": 0.2546174107119441, "loss_maskiou": 0.004868279611400794, "loss_sem_seg": 0.2751401895657182, "lr": 0.01, "mask_rcnn/accuracy": 0.8921940397780734, "mask_rcnn/false_negative": 0.08222817864714195, "mask_rcnn/false_positive": 0.12456328688701229, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7219559764489532, "total_loss": 1.6028374323941534} {"data_time": 0.01016470231115818, "eta_seconds": 72832.22638608795, "iteration": 169819, "loss_fcos_cls": 0.2317794687114656, "loss_fcos_ctr": 0.6207649502903223, "loss_fcos_loc": 0.18111936922650784, "loss_mask": 0.250721950083971, "loss_maskiou": 0.004828892204386648, "loss_sem_seg": 0.27862479956820607, "lr": 0.01, "mask_rcnn/accuracy": 0.8898550556586271, "mask_rcnn/false_negative": 0.08021626036930399, "mask_rcnn/false_positive": 0.09514342247006019, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.25, "time": 0.7127754474058747, "total_loss": 1.5741941292362753} {"data_time": 0.0093798553571105, "eta_seconds": 72907.2871700814, "iteration": 169839, "loss_fcos_cls": 0.2550789057277143, "loss_fcos_ctr": 0.6189614180475473, "loss_fcos_loc": 0.19188591116108, "loss_mask": 0.2678750893101096, "loss_maskiou": 0.0057693752605700865, "loss_sem_seg": 0.2984463188331574, "lr": 0.01, "mask_rcnn/accuracy": 0.8821128451380552, "mask_rcnn/false_negative": 0.10022180226214683, "mask_rcnn/false_positive": 0.12827831102529624, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.25, "time": 0.7433126894757152, "total_loss": 1.6207842391886516} {"data_time": 0.00994084496051073, "eta_seconds": 72892.72915105801, "iteration": 169859, "loss_fcos_cls": 0.23999320808798075, "loss_fcos_ctr": 0.6165750734508038, "loss_fcos_loc": 0.1847221611533314, "loss_mask": 0.2713335743173957, "loss_maskiou": 0.005726342104026116, "loss_sem_seg": 0.2744301869533956, "lr": 0.01, "mask_rcnn/accuracy": 0.8728316011356358, "mask_rcnn/false_negative": 0.09658355675931844, "mask_rcnn/false_positive": 0.14276815460326145, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.7208550069481134, "total_loss": 1.597137902819668} {"data_time": 0.010094238445162773, "eta_seconds": 72891.83524664026, "iteration": 169879, "loss_fcos_cls": 0.24096869537606835, "loss_fcos_ctr": 0.6203178213909268, "loss_fcos_loc": 0.19353830674663186, "loss_mask": 0.2790273791179061, "loss_maskiou": 0.005298289186612237, "loss_sem_seg": 0.2876889198087156, "lr": 0.01, "mask_rcnn/accuracy": 0.8763575072886297, "mask_rcnn/false_negative": 0.11751998451549596, "mask_rcnn/false_positive": 0.1557789955760617, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.0, "time": 0.7126102782785892, "total_loss": 1.604893883875775} {"data_time": 0.010089770890772343, "eta_seconds": 72861.99796699919, "iteration": 169899, "loss_fcos_cls": 0.2501485338434577, "loss_fcos_ctr": 0.6172666209749877, "loss_fcos_loc": 0.18744142423383892, "loss_mask": 0.25875567365437746, "loss_maskiou": 0.0048593317430913885, "loss_sem_seg": 0.27029762300662696, "lr": 0.01, "mask_rcnn/accuracy": 0.866589945272981, "mask_rcnn/false_negative": 0.11371705910542312, "mask_rcnn/false_positive": 0.14511701997238804, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.7248220695182681, "total_loss": 1.5810556456490303} {"data_time": 0.010059697553515434, "eta_seconds": 72873.83230902534, "iteration": 169919, "loss_fcos_cls": 0.24498471012338996, "loss_fcos_ctr": 0.6187864858657122, "loss_fcos_loc": 0.1790575254126452, "loss_mask": 0.26490053720772266, "loss_maskiou": 0.0055729084997437894, "loss_sem_seg": 0.24217427941039205, "lr": 0.01, "mask_rcnn/accuracy": 0.8836501862649822, "mask_rcnn/false_negative": 0.10807440413096965, "mask_rcnn/false_positive": 0.11652491571383741, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.25, "time": 0.7433060947805643, "total_loss": 1.5760751100169728} {"data_time": 0.009663314558565617, "eta_seconds": 72834.09561645892, "iteration": 169939, "loss_fcos_cls": 0.2495421344647184, "loss_fcos_ctr": 0.6157392170280218, "loss_fcos_loc": 0.18208854226395488, "loss_mask": 0.25236713234335184, "loss_maskiou": 0.005310961365466937, "loss_sem_seg": 0.2975097415037453, "lr": 0.01, "mask_rcnn/accuracy": 0.9038916562889165, "mask_rcnn/false_negative": 0.06243000847734602, "mask_rcnn/false_positive": 0.11072111636550896, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.75, "time": 0.7180086728185415, "total_loss": 1.6026922000901322} {"data_time": 0.010057630948722363, "eta_seconds": 72833.5922524659, "iteration": 169959, "loss_fcos_cls": 0.24547410162631422, "loss_fcos_ctr": 0.6195222893729806, "loss_fcos_loc": 0.18921824067365378, "loss_mask": 0.2757934648543596, "loss_maskiou": 0.005442647845484316, "loss_sem_seg": 0.27268277760595083, "lr": 0.01, "mask_rcnn/accuracy": 0.887874318461876, "mask_rcnn/false_negative": 0.09024483722186125, "mask_rcnn/false_positive": 0.1356893167423559, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.5, "time": 0.7360674766823649, "total_loss": 1.623966501589166} {"data_time": 0.010054484941065311, "eta_seconds": 72808.86212025303, "iteration": 169979, "loss_fcos_cls": 0.24885251990053803, "loss_fcos_ctr": 0.6201088335365057, "loss_fcos_loc": 0.1897389458026737, "loss_mask": 0.2552564051002264, "loss_maskiou": 0.005435102524643298, "loss_sem_seg": 0.2754703429527581, "lr": 0.01, "mask_rcnn/accuracy": 0.8997368922540137, "mask_rcnn/false_negative": 0.09053441857145204, "mask_rcnn/false_positive": 0.10401273764260738, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 26.75, "time": 0.7103083729743958, "total_loss": 1.6078913039236795} {"data_time": 0.010735955089330673, "eta_seconds": 72771.94799392298, "iteration": 169999, "loss_fcos_cls": 0.25151889701373875, "loss_fcos_ctr": 0.6196869509294629, "loss_fcos_loc": 0.1960232952842489, "loss_mask": 0.2613884983584285, "loss_maskiou": 0.00555089770568884, "loss_sem_seg": 0.3083844007924199, "lr": 0.01, "mask_rcnn/accuracy": 0.8894544954785788, "mask_rcnn/false_negative": 0.10024326685286011, "mask_rcnn/false_positive": 0.13043944160628668, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.0, "time": 0.7233394989743829, "total_loss": 1.6313453032489633} {"data_time": 0.009718531742691994, "eta_seconds": 72757.39374986663, "iteration": 170019, "loss_fcos_cls": 0.27711741672828794, "loss_fcos_ctr": 0.6203516041859984, "loss_fcos_loc": 0.20029412710573524, "loss_mask": 0.27774379029870033, "loss_maskiou": 0.006893344223499298, "loss_sem_seg": 0.2831026786006987, "lr": 0.01, "mask_rcnn/accuracy": 0.8662797476850272, "mask_rcnn/false_negative": 0.10358872895403792, "mask_rcnn/false_positive": 0.18587961330114683, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.7300818609073758, "total_loss": 1.6521046593188657} {"data_time": 0.010074564255774021, "eta_seconds": 72765.18597497139, "iteration": 170039, "loss_fcos_cls": 0.2597555350512266, "loss_fcos_ctr": 0.6193552622571588, "loss_fcos_loc": 0.19483642058912665, "loss_mask": 0.2623929986730218, "loss_maskiou": 0.006145786799606867, "loss_sem_seg": 0.28599491622298956, "lr": 0.01, "mask_rcnn/accuracy": 0.9077026790459879, "mask_rcnn/false_negative": 0.0914698669676546, "mask_rcnn/false_positive": 0.11917044014398123, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.7335288049653172, "total_loss": 1.6485232071572682} {"data_time": 0.009491467848420143, "eta_seconds": 72710.4404799901, "iteration": 170059, "loss_fcos_cls": 0.24152216571383178, "loss_fcos_ctr": 0.6166600156575441, "loss_fcos_loc": 0.18463717796839774, "loss_mask": 0.2480915216729045, "loss_maskiou": 0.005081031187728513, "loss_sem_seg": 0.26390113960951567, "lr": 0.01, "mask_rcnn/accuracy": 0.8734887615411223, "mask_rcnn/false_negative": 0.09806049561146282, "mask_rcnn/false_positive": 0.14338508555151014, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.75, "time": 0.7154368935152888, "total_loss": 1.5765305307359085} {"data_time": 0.010231719352304935, "eta_seconds": 72690.89720865525, "iteration": 170079, "loss_fcos_cls": 0.2445863294415176, "loss_fcos_ctr": 0.620113046374172, "loss_fcos_loc": 0.19713197264354676, "loss_mask": 0.27919776178896427, "loss_maskiou": 0.005335687306796899, "loss_sem_seg": 0.2680905917659402, "lr": 0.01, "mask_rcnn/accuracy": 0.878604710232717, "mask_rcnn/false_negative": 0.08258114503471878, "mask_rcnn/false_positive": 0.14254020929570935, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7306642225012183, "total_loss": 1.634307338459621} {"data_time": 0.009752659127116203, "eta_seconds": 72676.34753497131, "iteration": 170099, "loss_fcos_cls": 0.23311094811651856, "loss_fcos_ctr": 0.6193323619663715, "loss_fcos_loc": 0.1864577813539654, "loss_mask": 0.25289645232260227, "loss_maskiou": 0.005394962476202636, "loss_sem_seg": 0.2617840259335935, "lr": 0.01, "mask_rcnn/accuracy": 0.882753669649678, "mask_rcnn/false_negative": 0.08926361915011158, "mask_rcnn/false_positive": 0.13468065873705504, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 34.5, "time": 0.7370546665042639, "total_loss": 1.55544607189222} {"data_time": 0.009626621380448341, "eta_seconds": 72644.4928055862, "iteration": 170119, "loss_fcos_cls": 0.23391043505398557, "loss_fcos_ctr": 0.6200325461104512, "loss_fcos_loc": 0.1930070302914828, "loss_mask": 0.27103531174361706, "loss_maskiou": 0.005484695211634971, "loss_sem_seg": 0.27214713487774134, "lr": 0.01, "mask_rcnn/accuracy": 0.8663018162930196, "mask_rcnn/false_negative": 0.10001827784821393, "mask_rcnn/false_positive": 0.18246269929784742, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7172559360042214, "total_loss": 1.6028907836735016} {"data_time": 0.009249605238437653, "eta_seconds": 72580.4662224222, "iteration": 170139, "loss_fcos_cls": 0.23344541201367974, "loss_fcos_ctr": 0.6147698052227497, "loss_fcos_loc": 0.1761076410766691, "loss_mask": 0.25470191426575184, "loss_maskiou": 0.00511733558960259, "loss_sem_seg": 0.22851872560568154, "lr": 0.01, "mask_rcnn/accuracy": 0.8759577217157355, "mask_rcnn/false_negative": 0.08307155357490698, "mask_rcnn/false_positive": 0.1793549127732854, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.0, "time": 0.7239501792937517, "total_loss": 1.5009749596792972} {"data_time": 0.010323906317353249, "eta_seconds": 72545.87732801028, "iteration": 170159, "loss_fcos_cls": 0.22974895627703518, "loss_fcos_ctr": 0.6173058422282338, "loss_fcos_loc": 0.17875897767953575, "loss_mask": 0.2503843056038022, "loss_maskiou": 0.005557337364734849, "loss_sem_seg": 0.26924970047548413, "lr": 0.01, "mask_rcnn/accuracy": 0.9055231890053319, "mask_rcnn/false_negative": 0.08414495164729255, "mask_rcnn/false_positive": 0.09968205460713912, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.0, "time": 0.7125751469284296, "total_loss": 1.5523463527060812} {"data_time": 0.008845065720379353, "eta_seconds": 72544.02554733492, "iteration": 170179, "loss_fcos_cls": 0.23363721370697021, "loss_fcos_ctr": 0.6171893384307623, "loss_fcos_loc": 0.17271819664165378, "loss_mask": 0.24091080436483026, "loss_maskiou": 0.005947015364654362, "loss_sem_seg": 0.24031141074374318, "lr": 0.01, "mask_rcnn/accuracy": 0.9093409907022587, "mask_rcnn/false_negative": 0.08040783135014798, "mask_rcnn/false_positive": 0.10658358399114187, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.0, "time": 0.727998485788703, "total_loss": 1.5675258685514564} {"data_time": 0.009386368095874786, "eta_seconds": 72507.05073486082, "iteration": 170199, "loss_fcos_cls": 0.24934542691335082, "loss_fcos_ctr": 0.6153308572247624, "loss_fcos_loc": 0.18309799570124596, "loss_mask": 0.2574847061187029, "loss_maskiou": 0.005270576439215802, "loss_sem_seg": 0.26980180153623223, "lr": 0.01, "mask_rcnn/accuracy": 0.9039869980250165, "mask_rcnn/false_negative": 0.08666512189869688, "mask_rcnn/false_positive": 0.09585878842268929, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.25, "time": 0.7114228000864387, "total_loss": 1.5962352821079548} {"data_time": 0.009769178926944733, "eta_seconds": 72445.48595949356, "iteration": 170219, "loss_fcos_cls": 0.22131962003186345, "loss_fcos_ctr": 0.6163810403086245, "loss_fcos_loc": 0.1690213456749916, "loss_mask": 0.24636736558750272, "loss_maskiou": 0.0047922150770318694, "loss_sem_seg": 0.2647688412107527, "lr": 0.01, "mask_rcnn/accuracy": 0.8957033114450599, "mask_rcnn/false_negative": 0.09149176851313057, "mask_rcnn/false_positive": 0.12639140618708042, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.75, "time": 0.7181384274736047, "total_loss": 1.5261407154685003} {"data_time": 0.010712631978094578, "eta_seconds": 72353.11391097493, "iteration": 170239, "loss_fcos_cls": 0.23245921963825822, "loss_fcos_ctr": 0.6224809512495995, "loss_fcos_loc": 0.18213824753183872, "loss_mask": 0.2723875604569912, "loss_maskiou": 0.005326134851202369, "loss_sem_seg": 0.25691664312034845, "lr": 0.01, "mask_rcnn/accuracy": 0.8915621888999503, "mask_rcnn/false_negative": 0.07971505202677258, "mask_rcnn/false_positive": 0.14237265429206972, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.25, "time": 0.7108848979696631, "total_loss": 1.5786998514231527} {"data_time": 0.009825325571000576, "eta_seconds": 72318.16116506886, "iteration": 170259, "loss_fcos_cls": 0.22377327282447368, "loss_fcos_ctr": 0.6204164335504174, "loss_fcos_loc": 0.1842464186483994, "loss_mask": 0.27113883662968874, "loss_maskiou": 0.005610292806522921, "loss_sem_seg": 0.2472576117143035, "lr": 0.01, "mask_rcnn/accuracy": 0.8921082637600495, "mask_rcnn/false_negative": 0.09971810260983312, "mask_rcnn/false_positive": 0.10216575312540752, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.5, "time": 0.7082045506685972, "total_loss": 1.5739955818426097} {"data_time": 0.009343939833343029, "eta_seconds": 72303.65997475293, "iteration": 170279, "loss_fcos_cls": 0.23279045475646853, "loss_fcos_ctr": 0.6178936804644763, "loss_fcos_loc": 0.18083671346539631, "loss_mask": 0.24549692682921886, "loss_maskiou": 0.00517549185315147, "loss_sem_seg": 0.2704996196553111, "lr": 0.01, "mask_rcnn/accuracy": 0.8897458875791696, "mask_rcnn/false_negative": 0.10953052563946578, "mask_rcnn/false_positive": 0.11447491179325428, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.7336349450051785, "total_loss": 1.5602999395996449} {"data_time": 0.009814593940973282, "eta_seconds": 72289.158784437, "iteration": 170299, "loss_fcos_cls": 0.23610351677052677, "loss_fcos_ctr": 0.6163206286728382, "loss_fcos_loc": 0.17719270754605532, "loss_mask": 0.26120215840637684, "loss_maskiou": 0.005920931507716887, "loss_sem_seg": 0.23647796316072345, "lr": 0.01, "mask_rcnn/accuracy": 0.8790965527978515, "mask_rcnn/false_negative": 0.09300826081884785, "mask_rcnn/false_positive": 0.15073714093984011, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7179686464369297, "total_loss": 1.5348664938683214} {"data_time": 0.010979446582496166, "eta_seconds": 72199.539462897, "iteration": 170319, "loss_fcos_cls": 0.23023206018842757, "loss_fcos_ctr": 0.618410337716341, "loss_fcos_loc": 0.176316358265467, "loss_mask": 0.25051190610975027, "loss_maskiou": 0.005310554784955457, "loss_sem_seg": 0.25116303749382496, "lr": 0.01, "mask_rcnn/accuracy": 0.8711827982522796, "mask_rcnn/false_negative": 0.11251382773117767, "mask_rcnn/false_positive": 0.15656378076845368, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.7144836327061057, "total_loss": 1.542115017240576} {"data_time": 0.010257675312459469, "eta_seconds": 72140.52804386057, "iteration": 170339, "loss_fcos_cls": 0.2398168066283688, "loss_fcos_ctr": 0.6162903234362602, "loss_fcos_loc": 0.17712142085656524, "loss_mask": 0.23846344370394945, "loss_maskiou": 0.0048662127701391, "loss_sem_seg": 0.237050739582628, "lr": 0.01, "mask_rcnn/accuracy": 0.884923868504377, "mask_rcnn/false_negative": 0.0752933723108502, "mask_rcnn/false_positive": 0.13368634327742773, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7106305807828903, "total_loss": 1.5517749169448507} {"data_time": 0.010860316455364227, "eta_seconds": 72054.62588479277, "iteration": 170359, "loss_fcos_cls": 0.22465588664636016, "loss_fcos_ctr": 0.6161043951287866, "loss_fcos_loc": 0.18152604438364506, "loss_mask": 0.25859732925891876, "loss_maskiou": 0.004559408611385152, "loss_sem_seg": 0.23154556285589933, "lr": 0.01, "mask_rcnn/accuracy": 0.8884536891679748, "mask_rcnn/false_negative": 0.08608672184124469, "mask_rcnn/false_positive": 0.1353847156809, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.75, "time": 0.7131027849391103, "total_loss": 1.5141830399661558} {"data_time": 0.009535981342196465, "eta_seconds": 72073.11378705036, "iteration": 170379, "loss_fcos_cls": 0.24357045418582857, "loss_fcos_ctr": 0.6177803077735007, "loss_fcos_loc": 0.1809707402717322, "loss_mask": 0.2633389811962843, "loss_maskiou": 0.005606737096968573, "loss_sem_seg": 0.24541652016341686, "lr": 0.01, "mask_rcnn/accuracy": 0.8698001497785226, "mask_rcnn/false_negative": 0.09806348020333899, "mask_rcnn/false_positive": 0.13620990471108507, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.25, "time": 0.7312633777037263, "total_loss": 1.5581954058889096} {"data_time": 0.009016644209623337, "eta_seconds": 72058.6443250319, "iteration": 170399, "loss_fcos_cls": 0.24479603674262762, "loss_fcos_ctr": 0.6215296653099358, "loss_fcos_loc": 0.19136047596111894, "loss_mask": 0.2617082428187132, "loss_maskiou": 0.005218506674282253, "loss_sem_seg": 0.2716470845043659, "lr": 0.01, "mask_rcnn/accuracy": 0.8907102204206121, "mask_rcnn/false_negative": 0.09188436943164824, "mask_rcnn/false_positive": 0.1300395874129871, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.728496503084898, "total_loss": 1.5797688959137304} {"data_time": 0.010431003756821156, "eta_seconds": 72072.951881269, "iteration": 170419, "loss_fcos_cls": 0.24453228153288364, "loss_fcos_ctr": 0.6175934374332428, "loss_fcos_loc": 0.18970219523180276, "loss_mask": 0.2618870297446847, "loss_maskiou": 0.005619652692985255, "loss_sem_seg": 0.2579900920391083, "lr": 0.01, "mask_rcnn/accuracy": 0.8779038211029093, "mask_rcnn/false_negative": 0.08271884437596302, "mask_rcnn/false_positive": 0.12640310072335004, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.7428049305453897, "total_loss": 1.578122115577571} {"data_time": 0.010204635560512543, "eta_seconds": 72072.7428775616, "iteration": 170439, "loss_fcos_cls": 0.23302780976518989, "loss_fcos_ctr": 0.6174958385527134, "loss_fcos_loc": 0.1850996718276292, "loss_mask": 0.2746553923934698, "loss_maskiou": 0.0060000007069902495, "loss_sem_seg": 0.2578302640467882, "lr": 0.01, "mask_rcnn/accuracy": 0.8973506401312206, "mask_rcnn/false_negative": 0.08927646339270977, "mask_rcnn/false_positive": 0.12019702942270963, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 23.75, "time": 0.7391238147392869, "total_loss": 1.5836684286623495} {"data_time": 0.010086308233439922, "eta_seconds": 72024.15858868044, "iteration": 170459, "loss_fcos_cls": 0.24832315766252577, "loss_fcos_ctr": 0.6194138284772635, "loss_fcos_loc": 0.1808538637124002, "loss_mask": 0.23861750634387136, "loss_maskiou": 0.0049044166480598506, "loss_sem_seg": 0.2563743789214641, "lr": 0.01, "mask_rcnn/accuracy": 0.9005899809455145, "mask_rcnn/false_negative": 0.10335874953820794, "mask_rcnn/false_positive": 0.13145054521173394, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.0, "time": 0.7224491592496634, "total_loss": 1.516708368453692} {"data_time": 0.010648723691701889, "eta_seconds": 71955.3564714957, "iteration": 170479, "loss_fcos_cls": 0.23062190075870603, "loss_fcos_ctr": 0.6192723698914051, "loss_fcos_loc": 0.17962829500902444, "loss_mask": 0.2481736410409212, "loss_maskiou": 0.0051896755503548775, "loss_sem_seg": 0.25316259637475014, "lr": 0.01, "mask_rcnn/accuracy": 0.8931189470862236, "mask_rcnn/false_negative": 0.08753215959434972, "mask_rcnn/false_positive": 0.11957896782416313, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.25, "time": 0.6893184809014201, "total_loss": 1.5346388940160978} {"data_time": 0.01035377848893404, "eta_seconds": 71946.0547511112, "iteration": 170499, "loss_fcos_cls": 0.22794978972524405, "loss_fcos_ctr": 0.6199843166396022, "loss_fcos_loc": 0.19157947832718492, "loss_mask": 0.25673346128314734, "loss_maskiou": 0.00543945565004833, "loss_sem_seg": 0.2336742487968877, "lr": 0.01, "mask_rcnn/accuracy": 0.888494425547997, "mask_rcnn/false_negative": 0.09068067702191118, "mask_rcnn/false_positive": 0.13095988475792633, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.0, "time": 0.7226728424429893, "total_loss": 1.538602349901339} {"data_time": 0.010866129770874977, "eta_seconds": 71919.27904187515, "iteration": 170519, "loss_fcos_cls": 0.23902140255086124, "loss_fcos_ctr": 0.6198601596988738, "loss_fcos_loc": 0.19194190576672554, "loss_mask": 0.2625560946762562, "loss_maskiou": 0.005303017638652818, "loss_sem_seg": 0.276176854618825, "lr": 0.01, "mask_rcnn/accuracy": 0.8905571236255034, "mask_rcnn/false_negative": 0.08508505843356794, "mask_rcnn/false_positive": 0.14243291426372073, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.0, "time": 0.7166355419903994, "total_loss": 1.6079422427465033} {"data_time": 0.010057603009045124, "eta_seconds": 71882.11692723725, "iteration": 170539, "loss_fcos_cls": 0.22688854252919555, "loss_fcos_ctr": 0.6165151875466108, "loss_fcos_loc": 0.18000361998565495, "loss_mask": 0.2637089304625988, "loss_maskiou": 0.004973579154466279, "loss_sem_seg": 0.2346177992876619, "lr": 0.01, "mask_rcnn/accuracy": 0.8976485662035898, "mask_rcnn/false_negative": 0.09748852779210836, "mask_rcnn/false_positive": 0.13193880219717274, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 22.25, "time": 0.7247757408767939, "total_loss": 1.5282063152408227} {"data_time": 0.010154972784221172, "eta_seconds": 71854.57203114778, "iteration": 170559, "loss_fcos_cls": 0.22951635322533548, "loss_fcos_ctr": 0.6174631519243121, "loss_fcos_loc": 0.1850197585299611, "loss_mask": 0.26314854621887207, "loss_maskiou": 0.005271666464977898, "loss_sem_seg": 0.2555597834289074, "lr": 0.01, "mask_rcnn/accuracy": 0.8978862973760933, "mask_rcnn/false_negative": 0.08105004378174581, "mask_rcnn/false_positive": 0.12683694263507997, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7322503495961428, "total_loss": 1.5767399718170054} {"data_time": 0.00973155815154314, "eta_seconds": 71851.20667941496, "iteration": 170579, "loss_fcos_cls": 0.23667422821745276, "loss_fcos_ctr": 0.616157446987927, "loss_fcos_loc": 0.1766754409763962, "loss_mask": 0.2652350841090083, "loss_maskiou": 0.005483960005221888, "loss_sem_seg": 0.2674944642931223, "lr": 0.01, "mask_rcnn/accuracy": 0.898766053715089, "mask_rcnn/false_negative": 0.09304838072147341, "mask_rcnn/false_positive": 0.11017285019806734, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7221113536506891, "total_loss": 1.5630788353446405} {"data_time": 0.009921583347022533, "eta_seconds": 71836.75274982676, "iteration": 170599, "loss_fcos_cls": 0.23079187073744833, "loss_fcos_ctr": 0.617283052764833, "loss_fcos_loc": 0.17886021255981177, "loss_mask": 0.2654392998665571, "loss_maskiou": 0.005653348203850328, "loss_sem_seg": 0.25700258556753397, "lr": 0.01, "mask_rcnn/accuracy": 0.8796800603212027, "mask_rcnn/false_negative": 0.11308920110218347, "mask_rcnn/false_positive": 0.12959215918571249, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.75, "time": 0.7141110738739371, "total_loss": 1.5691512943812995} {"data_time": 0.009320665150880814, "eta_seconds": 71824.12429766636, "iteration": 170619, "loss_fcos_cls": 0.2304544672369957, "loss_fcos_ctr": 0.6196906259283423, "loss_fcos_loc": 0.18303976766765118, "loss_mask": 0.2592130322009325, "loss_maskiou": 0.004844148294068873, "loss_sem_seg": 0.21710284386062995, "lr": 0.01, "mask_rcnn/accuracy": 0.8924782169361252, "mask_rcnn/false_negative": 0.0978176343342442, "mask_rcnn/false_positive": 0.11765709325014154, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.25, "time": 0.729612298309803, "total_loss": 1.4863673698127968} {"data_time": 0.009029936045408249, "eta_seconds": 71810.73112411983, "iteration": 170639, "loss_fcos_cls": 0.23638547724112868, "loss_fcos_ctr": 0.617672904394567, "loss_fcos_loc": 0.18481119209900498, "loss_mask": 0.25957348849624395, "loss_maskiou": 0.005473878554766998, "loss_sem_seg": 0.25784470490179956, "lr": 0.01, "mask_rcnn/accuracy": 0.8914496833216046, "mask_rcnn/false_negative": 0.09688440919563354, "mask_rcnn/false_positive": 0.13272465405359168, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.75, "time": 0.7307371636852622, "total_loss": 1.5458902539648989} {"data_time": 0.009783245623111725, "eta_seconds": 71802.01100370567, "iteration": 170659, "loss_fcos_cls": 0.23074733326211572, "loss_fcos_ctr": 0.6206706231459975, "loss_fcos_loc": 0.1897845215862617, "loss_mask": 0.264152810908854, "loss_maskiou": 0.0051230436911282595, "loss_sem_seg": 0.2654818627052009, "lr": 0.01, "mask_rcnn/accuracy": 0.8811162639226893, "mask_rcnn/false_negative": 0.11805520105026725, "mask_rcnn/false_positive": 0.11126263169773307, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.5, "time": 0.7285863561555743, "total_loss": 1.5910664495750098} {"data_time": 0.010500708594918251, "eta_seconds": 71815.90239228867, "iteration": 170679, "loss_fcos_cls": 0.2445174102904275, "loss_fcos_ctr": 0.6188360792584717, "loss_fcos_loc": 0.18987595895305276, "loss_mask": 0.2632739432156086, "loss_maskiou": 0.0049167709512403235, "loss_sem_seg": 0.2550089287105948, "lr": 0.01, "mask_rcnn/accuracy": 0.9015971819637821, "mask_rcnn/false_negative": 0.08626236869276492, "mask_rcnn/false_positive": 0.1258451222449704, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.718528444878757, "total_loss": 1.5735673342860537} {"data_time": 0.009678504429757595, "eta_seconds": 71773.09967363905, "iteration": 170699, "loss_fcos_cls": 0.23750754166394472, "loss_fcos_ctr": 0.6172279482707381, "loss_fcos_loc": 0.18521376489661634, "loss_mask": 0.2478025248274207, "loss_maskiou": 0.005331151725840755, "loss_sem_seg": 0.2582497959956527, "lr": 0.01, "mask_rcnn/accuracy": 0.8812776927522582, "mask_rcnn/false_negative": 0.08981036301507668, "mask_rcnn/false_positive": 0.14531492000028784, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.0, "time": 0.7106842696666718, "total_loss": 1.5381188036626554} {"data_time": 0.009864764288067818, "eta_seconds": 71786.97964588366, "iteration": 170719, "loss_fcos_cls": 0.24196225823834538, "loss_fcos_ctr": 0.618321062065661, "loss_fcos_loc": 0.18222553189843893, "loss_mask": 0.26118634454905987, "loss_maskiou": 0.006219008304469753, "loss_sem_seg": 0.21942646708339453, "lr": 0.01, "mask_rcnn/accuracy": 0.8863748953034667, "mask_rcnn/false_negative": 0.09151218367546998, "mask_rcnn/false_positive": 0.1462860744243205, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.716094559058547, "total_loss": 1.531667819217546} {"data_time": 0.00979194138199091, "eta_seconds": 71738.45857138373, "iteration": 170739, "loss_fcos_cls": 0.2388731597457081, "loss_fcos_ctr": 0.618027270771563, "loss_fcos_loc": 0.18269754038192332, "loss_mask": 0.2516648746095598, "loss_maskiou": 0.004683401231886819, "loss_sem_seg": 0.26487408857792616, "lr": 0.01, "mask_rcnn/accuracy": 0.8805948910176316, "mask_rcnn/false_negative": 0.08523183477588338, "mask_rcnn/false_positive": 0.13648411291941445, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.75, "time": 0.7174311997368932, "total_loss": 1.5605274517929502} {"data_time": 0.009634777903556824, "eta_seconds": 71722.94421896245, "iteration": 170759, "loss_fcos_cls": 0.23554210155270994, "loss_fcos_ctr": 0.6207216223701835, "loss_fcos_loc": 0.19277182593941689, "loss_mask": 0.2544429497793317, "loss_maskiou": 0.004550451969407732, "loss_sem_seg": 0.2583771296776831, "lr": 0.01, "mask_rcnn/accuracy": 0.8740639383035427, "mask_rcnn/false_negative": 0.08755008412954904, "mask_rcnn/false_positive": 0.16471794124526434, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.7120087929069996, "total_loss": 1.5678265833848855} {"data_time": 0.010106177069246769, "eta_seconds": 71706.66738353297, "iteration": 170779, "loss_fcos_cls": 0.2392421161639504, "loss_fcos_ctr": 0.6198604051023722, "loss_fcos_loc": 0.1906244361307472, "loss_mask": 0.2486367654055357, "loss_maskiou": 0.005896818751352839, "loss_sem_seg": 0.2719153012149036, "lr": 0.01, "mask_rcnn/accuracy": 0.8874925763956376, "mask_rcnn/false_negative": 0.09053579878267787, "mask_rcnn/false_positive": 0.1300210132505852, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7299914574250579, "total_loss": 1.579155760598951} {"data_time": 0.008944455534219742, "eta_seconds": 71692.21345394477, "iteration": 170799, "loss_fcos_cls": 0.24465355416759849, "loss_fcos_ctr": 0.619535880163312, "loss_fcos_loc": 0.18918881646823138, "loss_mask": 0.272271609865129, "loss_maskiou": 0.005558025761274621, "loss_sem_seg": 0.25304227508604527, "lr": 0.01, "mask_rcnn/accuracy": 0.8717757121256233, "mask_rcnn/false_negative": 0.10991610327081563, "mask_rcnn/false_positive": 0.12811748856500277, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.75, "time": 0.7217966122552752, "total_loss": 1.5742017802840564} {"data_time": 0.010427068918943405, "eta_seconds": 71680.64052919485, "iteration": 170819, "loss_fcos_cls": 0.2314362172037363, "loss_fcos_ctr": 0.6203781520016491, "loss_fcos_loc": 0.1840108332107775, "loss_mask": 0.2531295847147703, "loss_maskiou": 0.004852166746786679, "loss_sem_seg": 0.2533249440602958, "lr": 0.01, "mask_rcnn/accuracy": 0.8847863814304524, "mask_rcnn/false_negative": 0.09283299099803843, "mask_rcnn/false_positive": 0.1432289278949475, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.5, "time": 0.7141040489077568, "total_loss": 1.5453598201202112} {"data_time": 0.009842943400144577, "eta_seconds": 71666.96499830205, "iteration": 170839, "loss_fcos_cls": 0.23061100533232093, "loss_fcos_ctr": 0.6200708476826549, "loss_fcos_loc": 0.19415358634432778, "loss_mask": 0.2632502317428589, "loss_maskiou": 0.0053561952627205756, "loss_sem_seg": 0.24766592169180512, "lr": 0.01, "mask_rcnn/accuracy": 0.8950754323255721, "mask_rcnn/false_negative": 0.07524079963169279, "mask_rcnn/false_positive": 0.14324987632098096, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.75, "time": 0.7388792522251606, "total_loss": 1.5564149322344747} {"data_time": 0.010142974555492401, "eta_seconds": 71650.67273417395, "iteration": 170859, "loss_fcos_cls": 0.22551754233427346, "loss_fcos_ctr": 0.6182004222646356, "loss_fcos_loc": 0.17919256031746045, "loss_mask": 0.2502919896505773, "loss_maskiou": 0.00529866547731217, "loss_sem_seg": 0.2883545191725716, "lr": 0.01, "mask_rcnn/accuracy": 0.8888652527010308, "mask_rcnn/false_negative": 0.10696906231171915, "mask_rcnn/false_positive": 0.10627167870121229, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 40.5, "time": 0.7211386589333415, "total_loss": 1.552453127806075} {"data_time": 0.009859731420874596, "eta_seconds": 71637.27699755318, "iteration": 170879, "loss_fcos_cls": 0.2517342757200822, "loss_fcos_ctr": 0.6220296351239085, "loss_fcos_loc": 0.2029960536165163, "loss_mask": 0.25717000290751457, "loss_maskiou": 0.005964371252048295, "loss_sem_seg": 0.2511452464386821, "lr": 0.01, "mask_rcnn/accuracy": 0.8847913237536479, "mask_rcnn/false_negative": 0.08827430708920594, "mask_rcnn/false_positive": 0.1373352694733514, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.25, "time": 0.7093722177669406, "total_loss": 1.586228817992378} {"data_time": 0.010299823246896267, "eta_seconds": 71621.76414025854, "iteration": 170899, "loss_fcos_cls": 0.23156171548180282, "loss_fcos_ctr": 0.6174360206350684, "loss_fcos_loc": 0.17650940542807803, "loss_mask": 0.2488960102200508, "loss_maskiou": 0.004344042397860903, "loss_sem_seg": 0.2886990774422884, "lr": 0.01, "mask_rcnn/accuracy": 0.8956896706050841, "mask_rcnn/false_negative": 0.07981446371967635, "mask_rcnn/false_positive": 0.128050172203962, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.0, "time": 0.7219343092292547, "total_loss": 1.5714001631713472} {"data_time": 0.01137224305421114, "eta_seconds": 71579.57341140043, "iteration": 170919, "loss_fcos_cls": 0.22107782872626558, "loss_fcos_ctr": 0.6177205685526133, "loss_fcos_loc": 0.178468924947083, "loss_mask": 0.23687334498390555, "loss_maskiou": 0.004885558340902207, "loss_sem_seg": 0.2656051474623382, "lr": 0.01, "mask_rcnn/accuracy": 0.8859009560082015, "mask_rcnn/false_negative": 0.10060883023844973, "mask_rcnn/false_positive": 0.11793577163436526, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.25, "time": 0.7179295271635056, "total_loss": 1.5508125219785143} {"data_time": 0.01181783340871334, "eta_seconds": 71584.93734081462, "iteration": 170939, "loss_fcos_cls": 0.24344694323372096, "loss_fcos_ctr": 0.6187366051599383, "loss_fcos_loc": 0.18419991960399784, "loss_mask": 0.26431782403960824, "loss_maskiou": 0.005727636787923984, "loss_sem_seg": 0.2942481986247003, "lr": 0.01, "mask_rcnn/accuracy": 0.8752445527083014, "mask_rcnn/false_negative": 0.08942907916198245, "mask_rcnn/false_positive": 0.1336377835610075, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7364891460165381, "total_loss": 1.5814041341800475} {"data_time": 0.009679981507360935, "eta_seconds": 71550.6760149626, "iteration": 170959, "loss_fcos_cls": 0.23375572566874325, "loss_fcos_ctr": 0.6164063224568963, "loss_fcos_loc": 0.17705646890681237, "loss_mask": 0.24104900564998388, "loss_maskiou": 0.005494575627380982, "loss_sem_seg": 0.24880356574431062, "lr": 0.01, "mask_rcnn/accuracy": 0.898187018060065, "mask_rcnn/false_negative": 0.10262340658338381, "mask_rcnn/false_positive": 0.11105638496331377, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7301044659689069, "total_loss": 1.5250174108659849} {"data_time": 0.009491452015936375, "eta_seconds": 71544.43171287328, "iteration": 170979, "loss_fcos_cls": 0.24716762528987601, "loss_fcos_ctr": 0.6210462828166783, "loss_fcos_loc": 0.19190515181981027, "loss_mask": 0.265522975474596, "loss_maskiou": 0.005660092218022328, "loss_sem_seg": 0.2568181846290827, "lr": 0.01, "mask_rcnn/accuracy": 0.8852572278911565, "mask_rcnn/false_negative": 0.09012240139250582, "mask_rcnn/false_positive": 0.14131312822847433, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7147139785811305, "total_loss": 1.6008950239047408} {"data_time": 0.010153171606361866, "eta_seconds": 71519.24979794025, "iteration": 170999, "loss_fcos_cls": 0.21360585268121213, "loss_fcos_ctr": 0.6167918359860778, "loss_fcos_loc": 0.17741274321451783, "loss_mask": 0.2633893438614905, "loss_maskiou": 0.00458985594650585, "loss_sem_seg": 0.25021986407227814, "lr": 0.01, "mask_rcnn/accuracy": 0.8833898226629362, "mask_rcnn/false_negative": 0.0897507631846558, "mask_rcnn/false_positive": 0.15805194274083306, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.7205620761960745, "total_loss": 1.5335900032550853} {"data_time": 0.010544247925281525, "eta_seconds": 71483.78549122252, "iteration": 171019, "loss_fcos_cls": 0.22323043690994382, "loss_fcos_ctr": 0.6166653716936707, "loss_fcos_loc": 0.17754090810194612, "loss_mask": 0.23791161831468344, "loss_maskiou": 0.0045211728665890405, "loss_sem_seg": 0.2752138392534107, "lr": 0.01, "mask_rcnn/accuracy": 0.89278959736604, "mask_rcnn/false_negative": 0.09128476802871599, "mask_rcnn/false_positive": 0.13311983915232467, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7052463348954916, "total_loss": 1.545537172252807} {"data_time": 0.010152003727853298, "eta_seconds": 71430.43988090102, "iteration": 171039, "loss_fcos_cls": 0.23129224264994264, "loss_fcos_ctr": 0.6196531234309077, "loss_fcos_loc": 0.18756206170655787, "loss_mask": 0.25088548148050904, "loss_maskiou": 0.00485538603970781, "loss_sem_seg": 0.26943416660651565, "lr": 0.01, "mask_rcnn/accuracy": 0.8734519944341372, "mask_rcnn/false_negative": 0.09619307494088869, "mask_rcnn/false_positive": 0.14455915055498902, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7055608043447137, "total_loss": 1.5615892958376207} {"data_time": 0.010424737818539143, "eta_seconds": 71421.0792951677, "iteration": 171059, "loss_fcos_cls": 0.2228730940259993, "loss_fcos_ctr": 0.6200538938865066, "loss_fcos_loc": 0.1918768184259534, "loss_mask": 0.258452570065856, "loss_maskiou": 0.005532571114599705, "loss_sem_seg": 0.2434380411868915, "lr": 0.01, "mask_rcnn/accuracy": 0.8765560435049351, "mask_rcnn/false_negative": 0.09794333981047847, "mask_rcnn/false_positive": 0.13566139357697363, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.7097787447273731, "total_loss": 1.5275885069277138} {"data_time": 0.010126118548214436, "eta_seconds": 71359.57966532558, "iteration": 171079, "loss_fcos_cls": 0.2356903343461454, "loss_fcos_ctr": 0.6159692811779678, "loss_fcos_loc": 0.17405048967339098, "loss_mask": 0.25860998779535294, "loss_maskiou": 0.0049141866256832145, "loss_sem_seg": 0.22540454100817442, "lr": 0.01, "mask_rcnn/accuracy": 0.8843444409013606, "mask_rcnn/false_negative": 0.09886968854171169, "mask_rcnn/false_positive": 0.13697145359992774, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7150953095406294, "total_loss": 1.5427030705322977} {"data_time": 0.010179641656577587, "eta_seconds": 71336.98451793473, "iteration": 171099, "loss_fcos_cls": 0.2422259544255212, "loss_fcos_ctr": 0.6194377648644149, "loss_fcos_loc": 0.18488633417291567, "loss_mask": 0.2588175726123154, "loss_maskiou": 0.005504492626641877, "loss_sem_seg": 0.27811081404797733, "lr": 0.01, "mask_rcnn/accuracy": 0.8977682174564741, "mask_rcnn/false_negative": 0.07984952220844069, "mask_rcnn/false_positive": 0.11408699023743128, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7437306931242347, "total_loss": 1.5962264102599875} {"data_time": 0.009898239746689796, "eta_seconds": 71307.47992995102, "iteration": 171119, "loss_fcos_cls": 0.23760066030081362, "loss_fcos_ctr": 0.6176136350259185, "loss_fcos_loc": 0.18528779596090317, "loss_mask": 0.24839862994849682, "loss_maskiou": 0.004892874593849683, "loss_sem_seg": 0.22372464276850224, "lr": 0.01, "mask_rcnn/accuracy": 0.8761968503509857, "mask_rcnn/false_negative": 0.10110789045779958, "mask_rcnn/false_positive": 0.12846308855517208, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.25, "time": 0.7153181228786707, "total_loss": 1.5156769879249623} {"data_time": 0.008883800357580185, "eta_seconds": 71326.06006422918, "iteration": 171139, "loss_fcos_cls": 0.22056680009700358, "loss_fcos_ctr": 0.6184639818966389, "loss_fcos_loc": 0.18168196512851864, "loss_mask": 0.2544607985764742, "loss_maskiou": 0.005056490877905162, "loss_sem_seg": 0.23178457631729543, "lr": 0.01, "mask_rcnn/accuracy": 0.8791227303693612, "mask_rcnn/false_negative": 0.09740786676192492, "mask_rcnn/false_positive": 0.15713520378688633, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.7434672061353922, "total_loss": 1.5430928274072357} {"data_time": 0.010033825412392616, "eta_seconds": 71355.55038924795, "iteration": 171159, "loss_fcos_cls": 0.22687304229475558, "loss_fcos_ctr": 0.6199906086549163, "loss_fcos_loc": 0.18249282496981323, "loss_mask": 0.26271900441497564, "loss_maskiou": 0.005173846868274268, "loss_sem_seg": 0.2770443861372769, "lr": 0.01, "mask_rcnn/accuracy": 0.8882219037371262, "mask_rcnn/false_negative": 0.09683705387655847, "mask_rcnn/false_positive": 0.1389281063395317, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.5, "time": 0.7311751618981361, "total_loss": 1.6005109030375024} {"data_time": 0.010222041979432106, "eta_seconds": 71329.38732905407, "iteration": 171179, "loss_fcos_cls": 0.23632279760204256, "loss_fcos_ctr": 0.6160595861729234, "loss_fcos_loc": 0.1842399089364335, "loss_mask": 0.26511732023209333, "loss_maskiou": 0.0052279678275226615, "loss_sem_seg": 0.25020374869927764, "lr": 0.01, "mask_rcnn/accuracy": 0.890233843537415, "mask_rcnn/false_negative": 0.08143950001690406, "mask_rcnn/false_positive": 0.12851478174780612, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7145223924890161, "total_loss": 1.5566706016106764} {"data_time": 0.009424085728824139, "eta_seconds": 71362.84086213633, "iteration": 171199, "loss_fcos_cls": 0.2341515759471804, "loss_fcos_ctr": 0.6164503451436758, "loss_fcos_loc": 0.1855034384643659, "loss_mask": 0.25079130567610264, "loss_maskiou": 0.005339372601156356, "loss_sem_seg": 0.23857626924291253, "lr": 0.01, "mask_rcnn/accuracy": 0.8816255668934241, "mask_rcnn/false_negative": 0.09958467539201622, "mask_rcnn/false_positive": 0.1427842821914136, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 43.25, "time": 0.7466206038370728, "total_loss": 1.5511067555780755} {"data_time": 0.010532648302614689, "eta_seconds": 71384.08393573668, "iteration": 171219, "loss_fcos_cls": 0.2356868670322001, "loss_fcos_ctr": 0.6195125468075275, "loss_fcos_loc": 0.17737208114704117, "loss_mask": 0.24993145652115345, "loss_maskiou": 0.005193401666474529, "loss_sem_seg": 0.25397682283073664, "lr": 0.01, "mask_rcnn/accuracy": 0.8971489652198907, "mask_rcnn/false_negative": 0.08392391700294245, "mask_rcnn/false_positive": 0.13450284534201418, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7529022404924035, "total_loss": 1.5520453569697565} {"data_time": 0.009327582083642483, "eta_seconds": 71377.69743808266, "iteration": 171239, "loss_fcos_cls": 0.23302133404649794, "loss_fcos_ctr": 0.6202779961749911, "loss_fcos_loc": 0.1827832916751504, "loss_mask": 0.2495590071193874, "loss_maskiou": 0.004902755274088122, "loss_sem_seg": 0.26933942548930645, "lr": 0.01, "mask_rcnn/accuracy": 0.8921097193414571, "mask_rcnn/false_negative": 0.07722530085802976, "mask_rcnn/false_positive": 0.15834114511533864, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.0, "time": 0.7272635390982032, "total_loss": 1.5611566145016695} {"data_time": 0.010181314311921597, "eta_seconds": 71409.405114959, "iteration": 171259, "loss_fcos_cls": 0.2429317443165928, "loss_fcos_ctr": 0.6174664627760649, "loss_fcos_loc": 0.19370670767966658, "loss_mask": 0.25886895786970854, "loss_maskiou": 0.005701955466065556, "loss_sem_seg": 0.27685459051281214, "lr": 0.01, "mask_rcnn/accuracy": 0.8856996409674981, "mask_rcnn/false_negative": 0.09332389761141749, "mask_rcnn/false_positive": 0.13409362948397913, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.75, "time": 0.7351953852921724, "total_loss": 1.5892944418592378} {"data_time": 0.010463302955031395, "eta_seconds": 71431.35311624687, "iteration": 171279, "loss_fcos_cls": 0.246304452419281, "loss_fcos_ctr": 0.6190835479646921, "loss_fcos_loc": 0.1946676914812997, "loss_mask": 0.2635509753599763, "loss_maskiou": 0.006060574276489206, "loss_sem_seg": 0.273931794334203, "lr": 0.01, "mask_rcnn/accuracy": 0.892687074829932, "mask_rcnn/false_negative": 0.09913877531528156, "mask_rcnn/false_positive": 0.14703059592609918, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.0, "time": 0.7378728576004505, "total_loss": 1.6071773080766434} {"data_time": 0.010889578610658646, "eta_seconds": 71416.88175693806, "iteration": 171299, "loss_fcos_cls": 0.24153657676652074, "loss_fcos_ctr": 0.6166427666321397, "loss_fcos_loc": 0.18404330092016608, "loss_mask": 0.2633130131289363, "loss_maskiou": 0.004999644079362042, "loss_sem_seg": 0.24746061069890857, "lr": 0.01, "mask_rcnn/accuracy": 0.8937665756862185, "mask_rcnn/false_negative": 0.07919209882592451, "mask_rcnn/false_positive": 0.11845868395083678, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.75, "time": 0.7206836948171258, "total_loss": 1.5680288452931563} {"data_time": 0.0094846710562706, "eta_seconds": 71455.00825362373, "iteration": 171319, "loss_fcos_cls": 0.2529939403757453, "loss_fcos_ctr": 0.6198604265227914, "loss_fcos_loc": 0.18890819931402802, "loss_mask": 0.2504676668904722, "loss_maskiou": 0.005214488843193976, "loss_sem_seg": 0.2612820363137871, "lr": 0.01, "mask_rcnn/accuracy": 0.911248405612245, "mask_rcnn/false_negative": 0.07350154166258001, "mask_rcnn/false_positive": 0.11356202361981348, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 35.75, "time": 0.7280304776504636, "total_loss": 1.5991972746196552} {"data_time": 0.010552963241934776, "eta_seconds": 71466.28019016702, "iteration": 171339, "loss_fcos_cls": 0.23402309510856867, "loss_fcos_ctr": 0.6200654339045286, "loss_fcos_loc": 0.18639931816142052, "loss_mask": 0.2679732758551836, "loss_maskiou": 0.005191496355109848, "loss_sem_seg": 0.2716248433571309, "lr": 0.01, "mask_rcnn/accuracy": 0.9046250128839415, "mask_rcnn/false_negative": 0.07931524969860239, "mask_rcnn/false_positive": 0.12745032937884662, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.75, "time": 0.7211545594036579, "total_loss": 1.5836823862191522} {"data_time": 0.009075052104890347, "eta_seconds": 71501.34137907717, "iteration": 171359, "loss_fcos_cls": 0.23809853359125555, "loss_fcos_ctr": 0.6185912094078958, "loss_fcos_loc": 0.19004271435551345, "loss_mask": 0.2658237908035517, "loss_maskiou": 0.005406299431342632, "loss_sem_seg": 0.2640418086666614, "lr": 0.01, "mask_rcnn/accuracy": 0.8811567896389325, "mask_rcnn/false_negative": 0.10175892799555625, "mask_rcnn/false_positive": 0.13584481857343778, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 35.5, "time": 0.7247742936015129, "total_loss": 1.5935127895209007} {"data_time": 0.010693126358091831, "eta_seconds": 71436.79641284049, "iteration": 171379, "loss_fcos_cls": 0.2512100620660931, "loss_fcos_ctr": 0.6203869888558984, "loss_fcos_loc": 0.1860227738507092, "loss_mask": 0.2630832502618432, "loss_maskiou": 0.005680060574377421, "loss_sem_seg": 0.2781890914775431, "lr": 0.01, "mask_rcnn/accuracy": 0.8950069382148464, "mask_rcnn/false_negative": 0.07769457784190613, "mask_rcnn/false_positive": 0.1222748120087215, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 29.75, "time": 0.7315681995823979, "total_loss": 1.6038752454260248} {"data_time": 0.010676893405616283, "eta_seconds": 71442.16268680897, "iteration": 171399, "loss_fcos_cls": 0.244132517487742, "loss_fcos_ctr": 0.6209146613255143, "loss_fcos_loc": 0.18596807273570448, "loss_mask": 0.26097784098237753, "loss_maskiou": 0.006000189201586181, "loss_sem_seg": 0.26850060280412436, "lr": 0.01, "mask_rcnn/accuracy": 0.90024743453947, "mask_rcnn/false_negative": 0.07951650981283472, "mask_rcnn/false_positive": 0.12822103269275756, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.75, "time": 0.7345194648951292, "total_loss": 1.5885456446485477} {"data_time": 0.010122675448656082, "eta_seconds": 71445.1643094141, "iteration": 171419, "loss_fcos_cls": 0.2402972657873761, "loss_fcos_ctr": 0.6183095164597034, "loss_fcos_loc": 0.19370479276403785, "loss_mask": 0.2552347397431731, "loss_maskiou": 0.0048317686741938815, "loss_sem_seg": 0.27283855387941003, "lr": 0.01, "mask_rcnn/accuracy": 0.8891143941571507, "mask_rcnn/false_negative": 0.08224201426214003, "mask_rcnn/false_positive": 0.15317230878835716, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.25, "time": 0.7316395277157426, "total_loss": 1.61833630221372} {"data_time": 0.01033345889300108, "eta_seconds": 71387.65233778581, "iteration": 171439, "loss_fcos_cls": 0.23762798751704395, "loss_fcos_ctr": 0.6173414057120681, "loss_fcos_loc": 0.1872595619643107, "loss_mask": 0.26261637173593044, "loss_maskiou": 0.005134857099619694, "loss_sem_seg": 0.27844236604869366, "lr": 0.01, "mask_rcnn/accuracy": 0.8893753447324876, "mask_rcnn/false_negative": 0.09594793480975897, "mask_rcnn/false_positive": 0.10947763703014668, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.5, "time": 0.7271923013031483, "total_loss": 1.5975111802763422} {"data_time": 0.009547713212668896, "eta_seconds": 71380.02008761559, "iteration": 171459, "loss_fcos_cls": 0.22589630633592606, "loss_fcos_ctr": 0.6177129088900983, "loss_fcos_loc": 0.18712120538111776, "loss_mask": 0.25069236662238836, "loss_maskiou": 0.0053606484943884425, "loss_sem_seg": 0.26742835878394544, "lr": 0.01, "mask_rcnn/accuracy": 0.8627522918592161, "mask_rcnn/false_negative": 0.10905612064095135, "mask_rcnn/false_positive": 0.14516915247476345, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 26.25, "time": 0.726315300911665, "total_loss": 1.5482384108763654} {"data_time": 0.010298464447259903, "eta_seconds": 71452.37242136616, "iteration": 171479, "loss_fcos_cls": 0.24869109690189362, "loss_fcos_ctr": 0.6166220307350159, "loss_fcos_loc": 0.18859430577140301, "loss_mask": 0.2507562409155071, "loss_maskiou": 0.004595640377374366, "loss_sem_seg": 0.24186965357512236, "lr": 0.01, "mask_rcnn/accuracy": 0.9026226562053393, "mask_rcnn/false_negative": 0.07324661964954293, "mask_rcnn/false_positive": 0.13768072245810975, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.0, "time": 0.7291307635605335, "total_loss": 1.5565697930869646} {"data_time": 0.010420646518468857, "eta_seconds": 71492.88914234098, "iteration": 171499, "loss_fcos_cls": 0.24863177607767284, "loss_fcos_ctr": 0.6179912956431508, "loss_fcos_loc": 0.179898516042158, "loss_mask": 0.26758857583627105, "loss_maskiou": 0.005035865979152732, "loss_sem_seg": 0.26457085576839745, "lr": 0.01, "mask_rcnn/accuracy": 0.9051621868259498, "mask_rcnn/false_negative": 0.09398286743504963, "mask_rcnn/false_positive": 0.10769775341619703, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.25, "time": 0.7475948156788945, "total_loss": 1.5663678670534864} {"data_time": 0.009825682267546654, "eta_seconds": 71555.12636400014, "iteration": 171519, "loss_fcos_cls": 0.24772711633704603, "loss_fcos_ctr": 0.620083199813962, "loss_fcos_loc": 0.19373312662355602, "loss_mask": 0.26634225714951754, "loss_maskiou": 0.005483868066221476, "loss_sem_seg": 0.26239624386653304, "lr": 0.01, "mask_rcnn/accuracy": 0.8782301329622758, "mask_rcnn/false_negative": 0.0929666127475969, "mask_rcnn/false_positive": 0.11853255918437881, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.0, "time": 0.73445800319314, "total_loss": 1.5961921339694527} {"data_time": 0.010051206685602665, "eta_seconds": 71558.32523551676, "iteration": 171539, "loss_fcos_cls": 0.23853220138698816, "loss_fcos_ctr": 0.6169910561293364, "loss_fcos_loc": 0.17590936901979148, "loss_mask": 0.2440947312861681, "loss_maskiou": 0.004934010339638917, "loss_sem_seg": 0.2991767907515168, "lr": 0.01, "mask_rcnn/accuracy": 0.8901248794610984, "mask_rcnn/false_negative": 0.08228738060126445, "mask_rcnn/false_positive": 0.15384002944737007, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7345214141532779, "total_loss": 1.5727390516003652} {"data_time": 0.009496815502643585, "eta_seconds": 71526.06283850223, "iteration": 171559, "loss_fcos_cls": 0.23726405869820155, "loss_fcos_ctr": 0.6165613681077957, "loss_fcos_loc": 0.18837292911484838, "loss_mask": 0.2559148361906409, "loss_maskiou": 0.005237886851318763, "loss_sem_seg": 0.2386925397440791, "lr": 0.01, "mask_rcnn/accuracy": 0.8931360501325373, "mask_rcnn/false_negative": 0.10371569222479848, "mask_rcnn/false_positive": 0.114798222770928, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.726057848893106, "total_loss": 1.551011790674238} {"data_time": 0.009433556348085403, "eta_seconds": 71596.62108935136, "iteration": 171579, "loss_fcos_cls": 0.23463114956393838, "loss_fcos_ctr": 0.6216727718710899, "loss_fcos_loc": 0.1971497096819803, "loss_mask": 0.26453806459903717, "loss_maskiou": 0.006035658193923155, "loss_sem_seg": 0.2768765490036458, "lr": 0.01, "mask_rcnn/accuracy": 0.877225123539982, "mask_rcnn/false_negative": 0.10253717791788361, "mask_rcnn/false_positive": 0.14907082352518636, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 33.25, "time": 0.7402970287948847, "total_loss": 1.610986790421066} {"data_time": 0.009491529315710068, "eta_seconds": 71623.3640213972, "iteration": 171599, "loss_fcos_cls": 0.23971694707870483, "loss_fcos_ctr": 0.6188837271183729, "loss_fcos_loc": 0.18926426046527922, "loss_mask": 0.26505767926573753, "loss_maskiou": 0.005175392696401104, "loss_sem_seg": 0.2756195585243404, "lr": 0.01, "mask_rcnn/accuracy": 0.8855750669520681, "mask_rcnn/false_negative": 0.08633797971161054, "mask_rcnn/false_positive": 0.14596429645558834, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.25, "time": 0.7435841523110867, "total_loss": 1.5900738302007085} {"data_time": 0.009667306207120419, "eta_seconds": 71567.52298179734, "iteration": 171619, "loss_fcos_cls": 0.2301035572309047, "loss_fcos_ctr": 0.6197548711206764, "loss_fcos_loc": 0.19189004856161773, "loss_mask": 0.2684511747211218, "loss_maskiou": 0.005634376400848851, "loss_sem_seg": 0.27571706799790263, "lr": 0.01, "mask_rcnn/accuracy": 0.8912393335029429, "mask_rcnn/false_negative": 0.09049871127367382, "mask_rcnn/false_positive": 0.14183889670936928, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7131204372271895, "total_loss": 1.57921790794353} {"data_time": 0.009959886781871319, "eta_seconds": 71485.64841399807, "iteration": 171639, "loss_fcos_cls": 0.2345261840382591, "loss_fcos_ctr": 0.6179576059803367, "loss_fcos_loc": 0.18468221882358193, "loss_mask": 0.270066290628165, "loss_maskiou": 0.005710771249141544, "loss_sem_seg": 0.2725762377958745, "lr": 0.01, "mask_rcnn/accuracy": 0.8708224003887269, "mask_rcnn/false_negative": 0.09180800398828906, "mask_rcnn/false_positive": 0.1571256197427815, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 31.75, "time": 0.7252063872292638, "total_loss": 1.6038775459164754} {"data_time": 0.010481888428330421, "eta_seconds": 71429.77397936024, "iteration": 171659, "loss_fcos_cls": 0.2301508686505258, "loss_fcos_ctr": 0.6187039678916335, "loss_fcos_loc": 0.1799470717087388, "loss_mask": 0.25395881570875645, "loss_maskiou": 0.0055268147989409044, "loss_sem_seg": 0.24068876635283232, "lr": 0.01, "mask_rcnn/accuracy": 0.8810535995303874, "mask_rcnn/false_negative": 0.11001784864653338, "mask_rcnn/false_positive": 0.11702638740178048, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7085646260529757, "total_loss": 1.5609027875352695} {"data_time": 0.009631923399865627, "eta_seconds": 71393.50479869545, "iteration": 171679, "loss_fcos_cls": 0.2249341979622841, "loss_fcos_ctr": 0.6171551281586289, "loss_fcos_loc": 0.1863044147612527, "loss_mask": 0.24969966523349285, "loss_maskiou": 0.005436705188913038, "loss_sem_seg": 0.25848039612174034, "lr": 0.01, "mask_rcnn/accuracy": 0.8644403403632939, "mask_rcnn/false_negative": 0.10934283330181517, "mask_rcnn/false_positive": 0.1590771689001646, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7122664777562022, "total_loss": 1.5502319735023775} {"data_time": 0.009899272583425045, "eta_seconds": 71326.12801193912, "iteration": 171699, "loss_fcos_cls": 0.23445726977661252, "loss_fcos_ctr": 0.619955763220787, "loss_fcos_loc": 0.18898144108243287, "loss_mask": 0.25985919032245874, "loss_maskiou": 0.005203589240409201, "loss_sem_seg": 0.25451324856840074, "lr": 0.01, "mask_rcnn/accuracy": 0.8902965335070199, "mask_rcnn/false_negative": 0.08496703844173548, "mask_rcnn/false_positive": 0.14152884001268312, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.75, "time": 0.6993327364325523, "total_loss": 1.5544313067148323} {"data_time": 0.010406975634396076, "eta_seconds": 71344.36018577963, "iteration": 171719, "loss_fcos_cls": 0.24707730277441442, "loss_fcos_ctr": 0.6164974691346288, "loss_fcos_loc": 0.18448377714958042, "loss_mask": 0.24866457656025887, "loss_maskiou": 0.004963356099324301, "loss_sem_seg": 0.26982687693089247, "lr": 0.01, "mask_rcnn/accuracy": 0.8826635736712267, "mask_rcnn/false_negative": 0.08471966685314403, "mask_rcnn/false_positive": 0.14879081508098174, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.75, "time": 0.7277867877855897, "total_loss": 1.5943557188329578} {"data_time": 0.010657070204615593, "eta_seconds": 71297.1044504242, "iteration": 171739, "loss_fcos_cls": 0.23897534888237715, "loss_fcos_ctr": 0.6181552372872829, "loss_fcos_loc": 0.1802423861809075, "loss_mask": 0.258516950532794, "loss_maskiou": 0.004784060576639604, "loss_sem_seg": 0.24529436230659485, "lr": 0.01, "mask_rcnn/accuracy": 0.8984991343871066, "mask_rcnn/false_negative": 0.08429910603978527, "mask_rcnn/false_positive": 0.1150819353201393, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7192084528505802, "total_loss": 1.5782752394734416} {"data_time": 0.009784290567040443, "eta_seconds": 71315.32329759747, "iteration": 171759, "loss_fcos_cls": 0.22999544371850789, "loss_fcos_ctr": 0.6170086953788996, "loss_fcos_loc": 0.1792926457710564, "loss_mask": 0.25708420295268297, "loss_maskiou": 0.006331989119644277, "loss_sem_seg": 0.2473896644078195, "lr": 0.01, "mask_rcnn/accuracy": 0.8877764773491814, "mask_rcnn/false_negative": 0.06539853166469589, "mask_rcnn/false_positive": 0.12986328157586535, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7242687838152051, "total_loss": 1.5619046427600551} {"data_time": 0.010548259131610394, "eta_seconds": 71325.43452279735, "iteration": 171779, "loss_fcos_cls": 0.2286680757533759, "loss_fcos_ctr": 0.6171200983226299, "loss_fcos_loc": 0.17547800921602175, "loss_mask": 0.23922777734696865, "loss_maskiou": 0.005582801604759879, "loss_sem_seg": 0.2676252650562674, "lr": 0.01, "mask_rcnn/accuracy": 0.9016845296470992, "mask_rcnn/false_negative": 0.09111794025368847, "mask_rcnn/false_positive": 0.12176837489254216, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.5, "time": 0.7314769038930535, "total_loss": 1.5783457006473327} {"data_time": 0.010381398722529411, "eta_seconds": 71265.94248264004, "iteration": 171799, "loss_fcos_cls": 0.24309762986376882, "loss_fcos_ctr": 0.6194617366418242, "loss_fcos_loc": 0.1893273403402418, "loss_mask": 0.2600399414077401, "loss_maskiou": 0.004995163879357278, "loss_sem_seg": 0.22706936998292804, "lr": 0.01, "mask_rcnn/accuracy": 0.9017295700331415, "mask_rcnn/false_negative": 0.08519001657949304, "mask_rcnn/false_positive": 0.14538722705621954, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.5, "time": 0.706490688957274, "total_loss": 1.545316081130295} {"data_time": 0.010029459372162819, "eta_seconds": 71313.55832325853, "iteration": 171819, "loss_fcos_cls": 0.22366911504650488, "loss_fcos_ctr": 0.6179346283897758, "loss_fcos_loc": 0.17866720946040004, "loss_mask": 0.2553941626101732, "loss_maskiou": 0.005202466098126024, "loss_sem_seg": 0.2512190858833492, "lr": 0.01, "mask_rcnn/accuracy": 0.8865538509924518, "mask_rcnn/false_negative": 0.07450052372903052, "mask_rcnn/false_positive": 0.14018276347479147, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 30.25, "time": 0.732938090339303, "total_loss": 1.5112289304743172} {"data_time": 0.010197874158620834, "eta_seconds": 71228.20653414633, "iteration": 171839, "loss_fcos_cls": 0.22634009225293994, "loss_fcos_ctr": 0.6185840470716357, "loss_fcos_loc": 0.1840471897739917, "loss_mask": 0.26412149192765355, "loss_maskiou": 0.005770326577476226, "loss_sem_seg": 0.2458857111632824, "lr": 0.01, "mask_rcnn/accuracy": 0.8871577535372502, "mask_rcnn/false_negative": 0.08926015202603432, "mask_rcnn/false_positive": 0.13906440638298972, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.0, "time": 0.7137351771816611, "total_loss": 1.5564900409299298} {"data_time": 0.011471117846667767, "eta_seconds": 71171.58770179935, "iteration": 171859, "loss_fcos_cls": 0.22585034975782037, "loss_fcos_ctr": 0.6178023107349873, "loss_fcos_loc": 0.18830748833715916, "loss_mask": 0.2618301408365369, "loss_maskiou": 0.005033176523284055, "loss_sem_seg": 0.2402426302433014, "lr": 0.01, "mask_rcnn/accuracy": 0.891413427364374, "mask_rcnn/false_negative": 0.08599382132709901, "mask_rcnn/false_positive": 0.14379862336195914, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.25, "time": 0.7005688780918717, "total_loss": 1.5429144770168932} {"data_time": 0.010330072604119778, "eta_seconds": 71191.15628700983, "iteration": 171879, "loss_fcos_cls": 0.23292812961153686, "loss_fcos_ctr": 0.6186120454221964, "loss_fcos_loc": 0.18127211194951087, "loss_mask": 0.2573784328997135, "loss_maskiou": 0.005489545859745704, "loss_sem_seg": 0.24811338330619037, "lr": 0.01, "mask_rcnn/accuracy": 0.8803910746991104, "mask_rcnn/false_negative": 0.10067564217293036, "mask_rcnn/false_positive": 0.13042991890407168, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.25, "time": 0.7329442054033279, "total_loss": 1.551752720188233} {"data_time": 0.01032028254121542, "eta_seconds": 71176.64539611246, "iteration": 171899, "loss_fcos_cls": 0.23909918777644634, "loss_fcos_ctr": 0.6208232436329126, "loss_fcos_loc": 0.19461596268229187, "loss_mask": 0.25878009758889675, "loss_maskiou": 0.005109615382480115, "loss_sem_seg": 0.2534011884126812, "lr": 0.01, "mask_rcnn/accuracy": 0.8848921061931265, "mask_rcnn/false_negative": 0.1062565475857436, "mask_rcnn/false_positive": 0.12632019589486343, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7231898084282875, "total_loss": 1.602664165518945} {"data_time": 0.010404695756733418, "eta_seconds": 71153.54103699885, "iteration": 171919, "loss_fcos_cls": 0.23532046924810857, "loss_fcos_ctr": 0.615923872217536, "loss_fcos_loc": 0.18833781889406964, "loss_mask": 0.2667791284620762, "loss_maskiou": 0.0056201179686468095, "loss_sem_seg": 0.26540391985327005, "lr": 0.01, "mask_rcnn/accuracy": 0.8845332028160101, "mask_rcnn/false_negative": 0.10416338405594411, "mask_rcnn/false_positive": 0.1429131604766365, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7123121870681643, "total_loss": 1.5918076721900434} {"data_time": 0.010057580657303333, "eta_seconds": 71189.19229696412, "iteration": 171939, "loss_fcos_cls": 0.25532012642361224, "loss_fcos_ctr": 0.614974208176136, "loss_fcos_loc": 0.17976938071660697, "loss_mask": 0.2568387151695788, "loss_maskiou": 0.00580777629147633, "loss_sem_seg": 0.26603994448669255, "lr": 0.01, "mask_rcnn/accuracy": 0.9011182022853298, "mask_rcnn/false_negative": 0.08840401088669488, "mask_rcnn/false_positive": 0.12254872865438333, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.75, "time": 0.7444055024534464, "total_loss": 1.604562624324899} {"data_time": 0.010116222314536572, "eta_seconds": 71149.82807650138, "iteration": 171959, "loss_fcos_cls": 0.24784742528572679, "loss_fcos_ctr": 0.6179006546735764, "loss_fcos_loc": 0.1897762871813029, "loss_mask": 0.25296444073319435, "loss_maskiou": 0.00486724002257688, "loss_sem_seg": 0.23661294463090599, "lr": 0.01, "mask_rcnn/accuracy": 0.8904255495104221, "mask_rcnn/false_negative": 0.09287584270688964, "mask_rcnn/false_positive": 0.12001195621524463, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.7207593228667974, "total_loss": 1.5864166879546246} {"data_time": 0.011046194471418858, "eta_seconds": 71216.84148615226, "iteration": 171979, "loss_fcos_cls": 0.23691811214666814, "loss_fcos_ctr": 0.6159423058852553, "loss_fcos_loc": 0.18268846510909498, "loss_mask": 0.26006069453433156, "loss_maskiou": 0.005535422300454229, "loss_sem_seg": 0.2721342439763248, "lr": 0.01, "mask_rcnn/accuracy": 0.8813246309161962, "mask_rcnn/false_negative": 0.09133744898934795, "mask_rcnn/false_positive": 0.12322828942995565, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.7339907437562943, "total_loss": 1.5973059264215408} {"data_time": 0.009929371997714043, "eta_seconds": 71239.95243951771, "iteration": 171999, "loss_fcos_cls": 0.2341015866259113, "loss_fcos_ctr": 0.6183291925117373, "loss_fcos_loc": 0.18243937095394358, "loss_mask": 0.2582123940810561, "loss_maskiou": 0.005066494853963377, "loss_sem_seg": 0.23824331490322948, "lr": 0.01, "mask_rcnn/accuracy": 0.908241480554486, "mask_rcnn/false_negative": 0.09276381595442225, "mask_rcnn/false_positive": 0.11355659139392027, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 34.75, "time": 0.7482278384268284, "total_loss": 1.5194490425237746} {"data_time": 0.009950204752385616, "eta_seconds": 71298.54274349008, "iteration": 172019, "loss_fcos_cls": 0.23959633492631838, "loss_fcos_ctr": 0.6167990788817406, "loss_fcos_loc": 0.18063706625252962, "loss_mask": 0.2524550622329116, "loss_maskiou": 0.00537761002942716, "loss_sem_seg": 0.25584334414452314, "lr": 0.01, "mask_rcnn/accuracy": 0.8921991415613865, "mask_rcnn/false_negative": 0.06943072583653458, "mask_rcnn/false_positive": 0.1192053559299223, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7378533845767379, "total_loss": 1.5495985071684117} {"data_time": 0.009963895194232464, "eta_seconds": 71328.25011754129, "iteration": 172039, "loss_fcos_cls": 0.23249444807879627, "loss_fcos_ctr": 0.6174160717055202, "loss_fcos_loc": 0.1832802506396547, "loss_mask": 0.2677209535613656, "loss_maskiou": 0.006015339914483775, "loss_sem_seg": 0.24416279466822743, "lr": 0.01, "mask_rcnn/accuracy": 0.8830633652062223, "mask_rcnn/false_negative": 0.08528079770413927, "mask_rcnn/false_positive": 0.1503820282431256, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.25, "time": 0.7270130235701799, "total_loss": 1.5510394088778412} {"data_time": 0.0095205744728446, "eta_seconds": 71320.90672109462, "iteration": 172059, "loss_fcos_cls": 0.2371017530967947, "loss_fcos_ctr": 0.6185126695781946, "loss_fcos_loc": 0.18311902484856546, "loss_mask": 0.25676051643677056, "loss_maskiou": 0.0057169823558069766, "loss_sem_seg": 0.2609974183142185, "lr": 0.01, "mask_rcnn/accuracy": 0.866286535800761, "mask_rcnn/false_negative": 0.09707824423365244, "mask_rcnn/false_positive": 0.1743477732929267, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 39.0, "time": 0.7200669860467315, "total_loss": 1.5726297461660579} {"data_time": 0.010686995461583138, "eta_seconds": 71306.34266585298, "iteration": 172079, "loss_fcos_cls": 0.2409074406605214, "loss_fcos_ctr": 0.6188170490786433, "loss_fcos_loc": 0.1880677391309291, "loss_mask": 0.27002642676234245, "loss_maskiou": 0.0048461965343449265, "loss_sem_seg": 0.25243142805993557, "lr": 0.01, "mask_rcnn/accuracy": 0.8811133148911738, "mask_rcnn/false_negative": 0.10552641897290485, "mask_rcnn/false_positive": 0.12484900666593571, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7237038584426045, "total_loss": 1.5900863033166388} {"data_time": 0.009224940091371536, "eta_seconds": 71273.95844144467, "iteration": 172099, "loss_fcos_cls": 0.23883276589913294, "loss_fcos_ctr": 0.6171483267098665, "loss_fcos_loc": 0.18801788857672364, "loss_mask": 0.26639716187492013, "loss_maskiou": 0.00537602519034408, "loss_sem_seg": 0.21494229976087809, "lr": 0.01, "mask_rcnn/accuracy": 0.9101495902331156, "mask_rcnn/false_negative": 0.07890114191035899, "mask_rcnn/false_positive": 0.11932189256267439, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7225125329568982, "total_loss": 1.5345095136362943} {"data_time": 0.010268458165228367, "eta_seconds": 71269.99979333673, "iteration": 172119, "loss_fcos_cls": 0.2312582996673882, "loss_fcos_ctr": 0.6168772843666375, "loss_fcos_loc": 0.18547191307879984, "loss_mask": 0.24938575830310583, "loss_maskiou": 0.0048629369484842755, "loss_sem_seg": 0.2601085165515542, "lr": 0.01, "mask_rcnn/accuracy": 0.8943926469735621, "mask_rcnn/false_negative": 0.09265829376403992, "mask_rcnn/false_positive": 0.12298616554250923, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7192889982834458, "total_loss": 1.5575814435942448} {"data_time": 0.009505026042461395, "eta_seconds": 71219.8123471411, "iteration": 172139, "loss_fcos_cls": 0.24221309053245932, "loss_fcos_ctr": 0.6188785405829549, "loss_fcos_loc": 0.19135988457128406, "loss_mask": 0.26411158917471766, "loss_maskiou": 0.005483720495249145, "loss_sem_seg": 0.25532225938513875, "lr": 0.01, "mask_rcnn/accuracy": 0.8792704904542462, "mask_rcnn/false_negative": 0.09461486574656468, "mask_rcnn/false_positive": 0.1542894446252459, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7186298994347453, "total_loss": 1.5953803673619404} {"data_time": 0.010372006334364414, "eta_seconds": 71205.25704679731, "iteration": 172159, "loss_fcos_cls": 0.24442956980783492, "loss_fcos_ctr": 0.6172470897436142, "loss_fcos_loc": 0.18278590601403266, "loss_mask": 0.2575184991583228, "loss_maskiou": 0.0056485114473616704, "loss_sem_seg": 0.26900840387679636, "lr": 0.01, "mask_rcnn/accuracy": 0.8919820536965101, "mask_rcnn/false_negative": 0.07353610054390942, "mask_rcnn/false_positive": 0.15111163411848888, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.25, "time": 0.7395013673231006, "total_loss": 1.5819975687772967} {"data_time": 0.01061997376382351, "eta_seconds": 71215.71678226534, "iteration": 172179, "loss_fcos_cls": 0.24225025554187596, "loss_fcos_ctr": 0.6170142125338316, "loss_fcos_loc": 0.1877493413630873, "loss_mask": 0.26396594382822514, "loss_maskiou": 0.00578785772449919, "loss_sem_seg": 0.2490447498857975, "lr": 0.01, "mask_rcnn/accuracy": 0.8939554988662131, "mask_rcnn/false_negative": 0.10820388841504194, "mask_rcnn/false_positive": 0.10326968846771889, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7347345668822527, "total_loss": 1.5820585212786682} {"data_time": 0.0092280562967062, "eta_seconds": 71201.15636747051, "iteration": 172199, "loss_fcos_cls": 0.23113060998730361, "loss_fcos_ctr": 0.61766606150195, "loss_fcos_loc": 0.1866899561136961, "loss_mask": 0.26130097825080156, "loss_maskiou": 0.005331781125278212, "loss_sem_seg": 0.27043112623505294, "lr": 0.01, "mask_rcnn/accuracy": 0.8808589066424344, "mask_rcnn/false_negative": 0.10295164528949766, "mask_rcnn/false_positive": 0.13780379309451796, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.7327056657522917, "total_loss": 1.575164829235291} {"data_time": 0.00984200183302164, "eta_seconds": 71161.59114576597, "iteration": 172219, "loss_fcos_cls": 0.24100788682699203, "loss_fcos_ctr": 0.6190797723829746, "loss_fcos_loc": 0.19343676907010376, "loss_mask": 0.2774693677201867, "loss_maskiou": 0.005543344219404389, "loss_sem_seg": 0.26103255804628134, "lr": 0.01, "mask_rcnn/accuracy": 0.8866262896668101, "mask_rcnn/false_negative": 0.09856067072015864, "mask_rcnn/false_positive": 0.11224458616471464, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.5, "time": 0.7309005232527852, "total_loss": 1.604655537783401} {"data_time": 0.00971019547432661, "eta_seconds": 71154.38461509626, "iteration": 172239, "loss_fcos_cls": 0.2450873116031289, "loss_fcos_ctr": 0.6181655637919903, "loss_fcos_loc": 0.18799303006380796, "loss_mask": 0.26199219562113285, "loss_maskiou": 0.005194234225200489, "loss_sem_seg": 0.2746970998123288, "lr": 0.01, "mask_rcnn/accuracy": 0.8871228982483681, "mask_rcnn/false_negative": 0.09299421046732018, "mask_rcnn/false_positive": 0.15080270348773314, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7292409855872393, "total_loss": 1.6244574645606917} {"data_time": 0.010536788031458855, "eta_seconds": 71035.83742258698, "iteration": 172259, "loss_fcos_cls": 0.23242774698883295, "loss_fcos_ctr": 0.6170162642374635, "loss_fcos_loc": 0.18727534275967628, "loss_mask": 0.24906348902732134, "loss_maskiou": 0.005204005457926542, "loss_sem_seg": 0.2623318899422884, "lr": 0.01, "mask_rcnn/accuracy": 0.8768388605442177, "mask_rcnn/false_negative": 0.09897102767186768, "mask_rcnn/false_positive": 0.1678612335333694, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7067270269617438, "total_loss": 1.569795426861674} {"data_time": 0.010215782560408115, "eta_seconds": 70976.17834188603, "iteration": 172279, "loss_fcos_cls": 0.22826392319984734, "loss_fcos_ctr": 0.6201141336932778, "loss_fcos_loc": 0.19453319301828742, "loss_mask": 0.2609320776537061, "loss_maskiou": 0.005773484146629926, "loss_sem_seg": 0.28293635533191264, "lr": 0.01, "mask_rcnn/accuracy": 0.8855344995140914, "mask_rcnn/false_negative": 0.10407017711822025, "mask_rcnn/false_positive": 0.11795527354628353, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.5, "time": 0.727341459132731, "total_loss": 1.6198887383070542} {"data_time": 0.010828782804310322, "eta_seconds": 71035.63822746277, "iteration": 172299, "loss_fcos_cls": 0.2474712639232166, "loss_fcos_ctr": 0.6161971818655729, "loss_fcos_loc": 0.18724725808715448, "loss_mask": 0.2615758744068444, "loss_maskiou": 0.005725668714148924, "loss_sem_seg": 0.26921092672273517, "lr": 0.01, "mask_rcnn/accuracy": 0.8830802258857539, "mask_rcnn/false_negative": 0.08710545928693789, "mask_rcnn/false_positive": 0.1483895203083604, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.5, "time": 0.7356209056451917, "total_loss": 1.5720280513487523} {"data_time": 0.009655511006712914, "eta_seconds": 71070.30373753887, "iteration": 172319, "loss_fcos_cls": 0.24276437022490427, "loss_fcos_ctr": 0.6190734580159187, "loss_fcos_loc": 0.18482666258933023, "loss_mask": 0.26294515281915665, "loss_maskiou": 0.005349885454052128, "loss_sem_seg": 0.2646077759563923, "lr": 0.01, "mask_rcnn/accuracy": 0.8959389027719931, "mask_rcnn/false_negative": 0.09288349955363588, "mask_rcnn/false_positive": 0.12785372781863175, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.732721783220768, "total_loss": 1.5692348148222663} {"data_time": 0.010698666796088219, "eta_seconds": 71081.60059630033, "iteration": 172339, "loss_fcos_cls": 0.2417939098086208, "loss_fcos_ctr": 0.6192502276971936, "loss_fcos_loc": 0.19023521430790424, "loss_mask": 0.2605568356812, "loss_maskiou": 0.005498907150467858, "loss_sem_seg": 0.2622945641633123, "lr": 0.01, "mask_rcnn/accuracy": 0.9104532967032967, "mask_rcnn/false_negative": 0.07505320174178085, "mask_rcnn/false_positive": 0.12515247379992084, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.75, "time": 0.7238261131569743, "total_loss": 1.570420941512566} {"data_time": 0.009381180629134178, "eta_seconds": 71067.04379254114, "iteration": 172359, "loss_fcos_cls": 0.24896399932913482, "loss_fcos_ctr": 0.6148911197669804, "loss_fcos_loc": 0.18563802493736148, "loss_mask": 0.2525701615959406, "loss_maskiou": 0.0050700687352218665, "loss_sem_seg": 0.27854519593529403, "lr": 0.01, "mask_rcnn/accuracy": 0.8811095499843773, "mask_rcnn/false_negative": 0.08900663875844801, "mask_rcnn/false_positive": 0.14707896157696426, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7188302455469966, "total_loss": 1.5612927386609954} {"data_time": 0.010528083890676498, "eta_seconds": 71045.14874301571, "iteration": 172379, "loss_fcos_cls": 0.23588047665543854, "loss_fcos_ctr": 0.6186132272705436, "loss_fcos_loc": 0.18715041177347302, "loss_mask": 0.243457336910069, "loss_maskiou": 0.005009129497921094, "loss_sem_seg": 0.2502075261436403, "lr": 0.01, "mask_rcnn/accuracy": 0.8939314565111759, "mask_rcnn/false_negative": 0.10167812984268185, "mask_rcnn/false_positive": 0.10437468243721781, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.25, "time": 0.7289166459813714, "total_loss": 1.5850563498097472} {"data_time": 0.010492351837456226, "eta_seconds": 70985.47194091603, "iteration": 172399, "loss_fcos_cls": 0.24387888587079942, "loss_fcos_ctr": 0.6145633803680539, "loss_fcos_loc": 0.17938902496825904, "loss_mask": 0.2572638285346329, "loss_maskiou": 0.005254043251625262, "loss_sem_seg": 0.2715503398794681, "lr": 0.01, "mask_rcnn/accuracy": 0.8957943327707023, "mask_rcnn/false_negative": 0.09319807668954426, "mask_rcnn/false_positive": 0.13862297262149878, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.0, "time": 0.7254192270338535, "total_loss": 1.560931936448469} {"data_time": 0.010729320347309113, "eta_seconds": 70938.90716977324, "iteration": 172419, "loss_fcos_cls": 0.2411080407910049, "loss_fcos_ctr": 0.6190696991980076, "loss_fcos_loc": 0.190334270009771, "loss_mask": 0.26711712777614594, "loss_maskiou": 0.005300581935443915, "loss_sem_seg": 0.2663805717602372, "lr": 0.01, "mask_rcnn/accuracy": 0.8790760869565217, "mask_rcnn/false_negative": 0.10511809509466175, "mask_rcnn/false_positive": 0.14622887393487952, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7255887119099498, "total_loss": 1.6065873042898602} {"data_time": 0.009704417549073696, "eta_seconds": 70924.36767803412, "iteration": 172439, "loss_fcos_cls": 0.24104552087374032, "loss_fcos_ctr": 0.618295350112021, "loss_fcos_loc": 0.19510947330854833, "loss_mask": 0.25827193073928356, "loss_maskiou": 0.005277255790133495, "loss_sem_seg": 0.2723909569904208, "lr": 0.01, "mask_rcnn/accuracy": 0.8912609661676733, "mask_rcnn/false_negative": 0.10054974982259693, "mask_rcnn/false_positive": 0.13126788201301587, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.25, "time": 0.7334803603589535, "total_loss": 1.601031672948011} {"data_time": 0.00941003393381834, "eta_seconds": 70909.828186295, "iteration": 172459, "loss_fcos_cls": 0.24392727855592966, "loss_fcos_ctr": 0.6209154240787029, "loss_fcos_loc": 0.19517100206576288, "loss_mask": 0.26142330560833216, "loss_maskiou": 0.00517786385898944, "loss_sem_seg": 0.2944383716676384, "lr": 0.01, "mask_rcnn/accuracy": 0.8777429374527589, "mask_rcnn/false_negative": 0.08374612282658847, "mask_rcnn/false_positive": 0.14641374680976643, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7339720064774156, "total_loss": 1.647219205166948} {"data_time": 0.010343675501644611, "eta_seconds": 70848.82801945321, "iteration": 172479, "loss_fcos_cls": 0.24088840011972934, "loss_fcos_ctr": 0.6198118920437992, "loss_fcos_loc": 0.1876229248009622, "loss_mask": 0.25630548130720854, "loss_maskiou": 0.005014585476601496, "loss_sem_seg": 0.27151180570945144, "lr": 0.01, "mask_rcnn/accuracy": 0.884421104477163, "mask_rcnn/false_negative": 0.09170126643927806, "mask_rcnn/false_positive": 0.15917454788290591, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 23.5, "time": 0.709493724629283, "total_loss": 1.6025248623191146} {"data_time": 0.01015229057520628, "eta_seconds": 70783.68604797777, "iteration": 172499, "loss_fcos_cls": 0.24508962663821876, "loss_fcos_ctr": 0.6164086516946554, "loss_fcos_loc": 0.18435552745359018, "loss_mask": 0.24192816484719515, "loss_maskiou": 0.005178734034416266, "loss_sem_seg": 0.27446478698402643, "lr": 0.01, "mask_rcnn/accuracy": 0.8999884044526902, "mask_rcnn/false_negative": 0.08015009523719496, "mask_rcnn/false_positive": 0.13264517616034965, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7171128746122122, "total_loss": 1.5237255170795834} {"data_time": 0.009854094125330448, "eta_seconds": 70726.8077782942, "iteration": 172519, "loss_fcos_cls": 0.22123184939846396, "loss_fcos_ctr": 0.6143402047455311, "loss_fcos_loc": 0.17532607453176752, "loss_mask": 0.2376459981314838, "loss_maskiou": 0.00549150994993397, "loss_sem_seg": 0.23816236574202776, "lr": 0.01, "mask_rcnn/accuracy": 0.8879022762951334, "mask_rcnn/false_negative": 0.07830468793165199, "mask_rcnn/false_positive": 0.13552835838296995, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 25.25, "time": 0.7204142715781927, "total_loss": 1.5253418078355026} {"data_time": 0.01029030978679657, "eta_seconds": 70615.95403784886, "iteration": 172539, "loss_fcos_cls": 0.2594256978482008, "loss_fcos_ctr": 0.6210513971745968, "loss_fcos_loc": 0.1954122752067633, "loss_mask": 0.2627928163856268, "loss_maskiou": 0.005417996973847039, "loss_sem_seg": 0.2613413529470563, "lr": 0.01, "mask_rcnn/accuracy": 0.8927869897959184, "mask_rcnn/false_negative": 0.08264952816213147, "mask_rcnn/false_positive": 0.13138094603605954, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.5, "time": 0.7133334558457136, "total_loss": 1.5981829731535981} {"data_time": 0.009600912220776081, "eta_seconds": 70584.57579852454, "iteration": 172559, "loss_fcos_cls": 0.2318077819654718, "loss_fcos_ctr": 0.6190298795700073, "loss_fcos_loc": 0.19850591174326837, "loss_mask": 0.2563385246321559, "loss_maskiou": 0.005260864541924093, "loss_sem_seg": 0.26170964539051056, "lr": 0.01, "mask_rcnn/accuracy": 0.8850081752609043, "mask_rcnn/false_negative": 0.08104467334893957, "mask_rcnn/false_positive": 0.14488671241285822, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.71248490922153, "total_loss": 1.5853725258129998} {"data_time": 0.009374400600790977, "eta_seconds": 70532.2315297937, "iteration": 172579, "loss_fcos_cls": 0.2300169700756669, "loss_fcos_ctr": 0.617695823777467, "loss_fcos_loc": 0.18371258408296853, "loss_mask": 0.25198918487876654, "loss_maskiou": 0.005099327150674071, "loss_sem_seg": 0.25397780910134315, "lr": 0.01, "mask_rcnn/accuracy": 0.8921128020173587, "mask_rcnn/false_negative": 0.08746097018358895, "mask_rcnn/false_positive": 0.13127323267720137, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.25, "time": 0.7129829861223698, "total_loss": 1.5720421994410572} {"data_time": 0.009898392483592033, "eta_seconds": 70481.82126737852, "iteration": 172599, "loss_fcos_cls": 0.24553290789481252, "loss_fcos_ctr": 0.6149889174848795, "loss_fcos_loc": 0.1828104997985065, "loss_mask": 0.24887410830706358, "loss_maskiou": 0.005309823260176927, "loss_sem_seg": 0.28067963710054755, "lr": 0.01, "mask_rcnn/accuracy": 0.9003248433760855, "mask_rcnn/false_negative": 0.08023137646647091, "mask_rcnn/false_positive": 0.11560233907385903, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7090332685038447, "total_loss": 1.5817225513565063} {"data_time": 0.010631280951201916, "eta_seconds": 70497.54757765215, "iteration": 172619, "loss_fcos_cls": 0.2437354219146073, "loss_fcos_ctr": 0.6195584619417787, "loss_fcos_loc": 0.19510167534463108, "loss_mask": 0.2641681465320289, "loss_maskiou": 0.0049313844938296825, "loss_sem_seg": 0.27316027134656906, "lr": 0.01, "mask_rcnn/accuracy": 0.9045812074829932, "mask_rcnn/false_negative": 0.07413449765342865, "mask_rcnn/false_positive": 0.11559818179707251, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 26.0, "time": 0.734228515997529, "total_loss": 1.5938644730194937} {"data_time": 0.011102926917374134, "eta_seconds": 70488.79188236874, "iteration": 172639, "loss_fcos_cls": 0.23471908434294164, "loss_fcos_ctr": 0.6201125979423523, "loss_fcos_loc": 0.18732710392214358, "loss_mask": 0.25536251347512007, "loss_maskiou": 0.00502784077252727, "loss_sem_seg": 0.260873019695282, "lr": 0.01, "mask_rcnn/accuracy": 0.910268064206202, "mask_rcnn/false_negative": 0.08215027258820792, "mask_rcnn/false_positive": 0.10948930462038815, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.75, "time": 0.7294187126681209, "total_loss": 1.5628557585732779} {"data_time": 0.00966277439147234, "eta_seconds": 70492.65549009014, "iteration": 172659, "loss_fcos_cls": 0.23655246221460402, "loss_fcos_ctr": 0.6169522479176521, "loss_fcos_loc": 0.18161580548621714, "loss_mask": 0.25126356771215796, "loss_maskiou": 0.0050200763307657326, "loss_sem_seg": 0.24996390589512885, "lr": 0.01, "mask_rcnn/accuracy": 0.8868475274725275, "mask_rcnn/false_negative": 0.10240628748126203, "mask_rcnn/false_positive": 0.1340188730449497, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.75, "time": 0.72809037566185, "total_loss": 1.560230173439777} {"data_time": 0.0102256303653121, "eta_seconds": 70478.1718387017, "iteration": 172679, "loss_fcos_cls": 0.2586279191309586, "loss_fcos_ctr": 0.6188418585807085, "loss_fcos_loc": 0.1903962289215997, "loss_mask": 0.265144485514611, "loss_maskiou": 0.00548138955491595, "loss_sem_seg": 0.29340057726949453, "lr": 0.01, "mask_rcnn/accuracy": 0.8783779136654661, "mask_rcnn/false_negative": 0.11163085695759271, "mask_rcnn/false_positive": 0.12361740831621267, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.25, "time": 0.7049606721848249, "total_loss": 1.636579489117139} {"data_time": 0.009324665181338787, "eta_seconds": 70529.30784704443, "iteration": 172699, "loss_fcos_cls": 0.26161484979093075, "loss_fcos_ctr": 0.6174554987810552, "loss_fcos_loc": 0.17999384412541986, "loss_mask": 0.2428492559120059, "loss_maskiou": 0.0047917729261826025, "loss_sem_seg": 0.29631365230306983, "lr": 0.01, "mask_rcnn/accuracy": 0.8943599787450486, "mask_rcnn/false_negative": 0.08322346420411957, "mask_rcnn/false_positive": 0.1166087153574297, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.75, "time": 0.727806637994945, "total_loss": 1.6146912605618127} {"data_time": 0.009371571242809296, "eta_seconds": 70514.81070768367, "iteration": 172719, "loss_fcos_cls": 0.2404340391221922, "loss_fcos_ctr": 0.6206814646720886, "loss_fcos_loc": 0.18230241956189275, "loss_mask": 0.2596619972027838, "loss_maskiou": 0.005254692572634667, "loss_sem_seg": 0.2579693419393152, "lr": 0.01, "mask_rcnn/accuracy": 0.8980183586871806, "mask_rcnn/false_negative": 0.08272009930758831, "mask_rcnn/false_positive": 0.14052087246434547, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.5, "time": 0.725541640073061, "total_loss": 1.5629128657092224} {"data_time": 0.009048746898770332, "eta_seconds": 70490.4409241965, "iteration": 172739, "loss_fcos_cls": 0.2352451216429472, "loss_fcos_ctr": 0.6186011671088636, "loss_fcos_loc": 0.1805565063841641, "loss_mask": 0.25590095529332757, "loss_maskiou": 0.005420882851467468, "loss_sem_seg": 0.2704171212390065, "lr": 0.01, "mask_rcnn/accuracy": 0.8941742618802804, "mask_rcnn/false_negative": 0.08193797767803843, "mask_rcnn/false_positive": 0.12763033755935893, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7189104380086064, "total_loss": 1.5649470874923281} {"data_time": 0.009962153621017933, "eta_seconds": 70444.92300552782, "iteration": 172759, "loss_fcos_cls": 0.2302498664939776, "loss_fcos_ctr": 0.6187163293361664, "loss_fcos_loc": 0.1897127068368718, "loss_mask": 0.24858716130256653, "loss_maskiou": 0.004865864324528957, "loss_sem_seg": 0.2402444900944829, "lr": 0.01, "mask_rcnn/accuracy": 0.9097026087220602, "mask_rcnn/false_negative": 0.08361298587839519, "mask_rcnn/false_positive": 0.11348586923695131, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7131974380463362, "total_loss": 1.5750447894279205} {"data_time": 0.010161897167563438, "eta_seconds": 70409.67187820747, "iteration": 172779, "loss_fcos_cls": 0.24215426994487643, "loss_fcos_ctr": 0.6173224300146103, "loss_fcos_loc": 0.18428616086021066, "loss_mask": 0.2571205422282219, "loss_maskiou": 0.0049573645810596645, "loss_sem_seg": 0.2558298964286223, "lr": 0.01, "mask_rcnn/accuracy": 0.8869761219705273, "mask_rcnn/false_negative": 0.09191771364050333, "mask_rcnn/false_positive": 0.12055456968538517, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.25, "time": 0.6972171692177653, "total_loss": 1.584030048645218} {"data_time": 0.010555880144238472, "eta_seconds": 70399.13650454208, "iteration": 172799, "loss_fcos_cls": 0.24844376160763204, "loss_fcos_ctr": 0.6172211021184921, "loss_fcos_loc": 0.18253742437809706, "loss_mask": 0.24005356850102544, "loss_maskiou": 0.004544845374766737, "loss_sem_seg": 0.26458701118826866, "lr": 0.01, "mask_rcnn/accuracy": 0.8861147483952887, "mask_rcnn/false_negative": 0.09069850804597063, "mask_rcnn/false_positive": 0.11911228756920211, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.5, "time": 0.7206258699297905, "total_loss": 1.5712076992203947} {"data_time": 0.009800080209970474, "eta_seconds": 70368.10078824684, "iteration": 172819, "loss_fcos_cls": 0.23929207352921367, "loss_fcos_ctr": 0.6198324989527464, "loss_fcos_loc": 0.18162800563732162, "loss_mask": 0.2555526876822114, "loss_maskiou": 0.004861934823566116, "loss_sem_seg": 0.24891111883334816, "lr": 0.01, "mask_rcnn/accuracy": 0.9026377695087717, "mask_rcnn/false_negative": 0.07884410466745542, "mask_rcnn/false_positive": 0.10536730145325687, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.75, "time": 0.7085273247212172, "total_loss": 1.5592703440925106} {"data_time": 0.009448518976569176, "eta_seconds": 70358.91492913943, "iteration": 172839, "loss_fcos_cls": 0.2307176855392754, "loss_fcos_ctr": 0.6179221603088081, "loss_fcos_loc": 0.18319288291968405, "loss_mask": 0.2544753924012184, "loss_maskiou": 0.005078238333226182, "loss_sem_seg": 0.2827117838896811, "lr": 0.01, "mask_rcnn/accuracy": 0.8854075558794947, "mask_rcnn/false_negative": 0.08542650306148344, "mask_rcnn/false_positive": 0.16703894044207795, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.5, "time": 0.7233450375497341, "total_loss": 1.5882364412755123} {"data_time": 0.010001602582633495, "eta_seconds": 70403.47026883718, "iteration": 172859, "loss_fcos_cls": 0.2450166620546952, "loss_fcos_ctr": 0.6178704402409494, "loss_fcos_loc": 0.18802829424384981, "loss_mask": 0.2682796153239906, "loss_maskiou": 0.0050808849118766375, "loss_sem_seg": 0.27674355171620846, "lr": 0.01, "mask_rcnn/accuracy": 0.8883639026080231, "mask_rcnn/false_negative": 0.09857463194471029, "mask_rcnn/false_positive": 0.13625530830905874, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.5, "time": 0.7206088937819004, "total_loss": 1.576305007787596} {"data_time": 0.009923270903527737, "eta_seconds": 70357.9906337848, "iteration": 172879, "loss_fcos_cls": 0.23440044838935137, "loss_fcos_ctr": 0.6179206529632211, "loss_fcos_loc": 0.17688681185245514, "loss_mask": 0.25557376351207495, "loss_maskiou": 0.005057509173639119, "loss_sem_seg": 0.2534650405868888, "lr": 0.01, "mask_rcnn/accuracy": 0.8736178058158717, "mask_rcnn/false_negative": 0.1087966639850377, "mask_rcnn/false_positive": 0.14484449449920056, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7226095916703343, "total_loss": 1.543018765267334} {"data_time": 0.009805024601519108, "eta_seconds": 70343.50190516096, "iteration": 172899, "loss_fcos_cls": 0.2583503667265177, "loss_fcos_ctr": 0.6205465719103813, "loss_fcos_loc": 0.18556084611918777, "loss_mask": 0.26185730565339327, "loss_maskiou": 0.005405228090239689, "loss_sem_seg": 0.24219943024218082, "lr": 0.01, "mask_rcnn/accuracy": 0.8806025477367134, "mask_rcnn/false_negative": 0.0934291001520413, "mask_rcnn/false_positive": 0.1519241536542838, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7237265836447477, "total_loss": 1.5863958810004988} {"data_time": 0.010420048609375954, "eta_seconds": 70351.86045407504, "iteration": 172919, "loss_fcos_cls": 0.2488452596589923, "loss_fcos_ctr": 0.6186813237145543, "loss_fcos_loc": 0.1932134809321724, "loss_mask": 0.2708237390033901, "loss_maskiou": 0.0052572846980183385, "loss_sem_seg": 0.25197028717957437, "lr": 0.01, "mask_rcnn/accuracy": 0.8687386040860707, "mask_rcnn/false_negative": 0.11932302616705046, "mask_rcnn/false_positive": 0.14626226851225607, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.725982679054141, "total_loss": 1.578101326856995} {"data_time": 0.010304687544703484, "eta_seconds": 70297.73961448297, "iteration": 172939, "loss_fcos_cls": 0.2432531549129635, "loss_fcos_ctr": 0.6188072501681745, "loss_fcos_loc": 0.1879209770122543, "loss_mask": 0.25772412586957216, "loss_maskiou": 0.005539253837923752, "loss_sem_seg": 0.2766827465966344, "lr": 0.01, "mask_rcnn/accuracy": 0.8785993703501467, "mask_rcnn/false_negative": 0.11079235190908097, "mask_rcnn/false_positive": 0.1393722585321443, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.0, "time": 0.728924204595387, "total_loss": 1.5805172730651975} {"data_time": 0.009378045797348022, "eta_seconds": 70272.01720483135, "iteration": 172959, "loss_fcos_cls": 0.24533941713161767, "loss_fcos_ctr": 0.6162824314087629, "loss_fcos_loc": 0.18337728327605873, "loss_mask": 0.2595151583664119, "loss_maskiou": 0.005660920425725635, "loss_sem_seg": 0.24635326443240047, "lr": 0.01, "mask_rcnn/accuracy": 0.8803419582118561, "mask_rcnn/false_negative": 0.10066622636029059, "mask_rcnn/false_positive": 0.14391657197736216, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7036488838493824, "total_loss": 1.5521572288998868} {"data_time": 0.010238785296678543, "eta_seconds": 70227.56417920161, "iteration": 172979, "loss_fcos_cls": 0.23619154270272702, "loss_fcos_ctr": 0.6191237103193998, "loss_fcos_loc": 0.179894445464015, "loss_mask": 0.25264713633805513, "loss_maskiou": 0.005049464456533315, "loss_sem_seg": 0.27598779322579503, "lr": 0.01, "mask_rcnn/accuracy": 0.9132127313290908, "mask_rcnn/false_negative": 0.0938031332442654, "mask_rcnn/false_positive": 0.1113826101426647, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 22.5, "time": 0.7176035987213254, "total_loss": 1.564627149633452} {"data_time": 0.009894750081002712, "eta_seconds": 70192.37117439229, "iteration": 172999, "loss_fcos_cls": 0.23987027257680893, "loss_fcos_ctr": 0.6185359517112374, "loss_fcos_loc": 0.18052555626491085, "loss_mask": 0.2658407622948289, "loss_maskiou": 0.005827587548992597, "loss_sem_seg": 0.260288764256984, "lr": 0.01, "mask_rcnn/accuracy": 0.8733633490709717, "mask_rcnn/false_negative": 0.09960761347637229, "mask_rcnn/false_positive": 0.1651633335406233, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7258509714156389, "total_loss": 1.575828465156519} {"data_time": 0.010177618823945522, "eta_seconds": 70137.47460377868, "iteration": 173019, "loss_fcos_cls": 0.23391600418835878, "loss_fcos_ctr": 0.6188075207173824, "loss_fcos_loc": 0.18806850351393223, "loss_mask": 0.25355732068419456, "loss_maskiou": 0.0047771697936696, "loss_sem_seg": 0.23792552226223052, "lr": 0.01, "mask_rcnn/accuracy": 0.9024182632236568, "mask_rcnn/false_negative": 0.09467026368386532, "mask_rcnn/false_positive": 0.09392878897322382, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.75, "time": 0.7115740375593305, "total_loss": 1.5503411790487007} {"data_time": 0.010095398873090744, "eta_seconds": 70130.85388397146, "iteration": 173039, "loss_fcos_cls": 0.23566419538110495, "loss_fcos_ctr": 0.6188406813889742, "loss_fcos_loc": 0.18478462658822536, "loss_mask": 0.2643901049159467, "loss_maskiou": 0.005179686593692168, "loss_sem_seg": 0.2630954838823527, "lr": 0.01, "mask_rcnn/accuracy": 0.8810377783592069, "mask_rcnn/false_negative": 0.09596666647178763, "mask_rcnn/false_positive": 0.15073408744659308, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7507186131551862, "total_loss": 1.5656308682373492} {"data_time": 0.009811289608478546, "eta_seconds": 70116.38809795771, "iteration": 173059, "loss_fcos_cls": 0.24311160622164607, "loss_fcos_ctr": 0.6168398698791862, "loss_fcos_loc": 0.18285650294274092, "loss_mask": 0.2551992619410157, "loss_maskiou": 0.005360390627174638, "loss_sem_seg": 0.25923759676516056, "lr": 0.01, "mask_rcnn/accuracy": 0.8785846873592642, "mask_rcnn/false_negative": 0.09255847411939697, "mask_rcnn/false_positive": 0.14476507519547885, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.5, "time": 0.7211613552644849, "total_loss": 1.565711753370124} {"data_time": 0.009951283223927021, "eta_seconds": 70089.02032486908, "iteration": 173079, "loss_fcos_cls": 0.24307860271073878, "loss_fcos_ctr": 0.6172294281423092, "loss_fcos_loc": 0.18426479236222804, "loss_mask": 0.257839263882488, "loss_maskiou": 0.005795727192889899, "loss_sem_seg": 0.2660879873437807, "lr": 0.01, "mask_rcnn/accuracy": 0.9023833681199753, "mask_rcnn/false_negative": 0.08887840996879734, "mask_rcnn/false_positive": 0.12577500599921174, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.0, "time": 0.7054146407172084, "total_loss": 1.570024947530328} {"data_time": 0.009446535259485245, "eta_seconds": 70087.4565259302, "iteration": 173099, "loss_fcos_cls": 0.23421323858201504, "loss_fcos_ctr": 0.6192582296207547, "loss_fcos_loc": 0.18967149942182004, "loss_mask": 0.26316988514736295, "loss_maskiou": 0.00499952749669319, "loss_sem_seg": 0.2581274127587676, "lr": 0.01, "mask_rcnn/accuracy": 0.8834518308671178, "mask_rcnn/false_negative": 0.08950332651281287, "mask_rcnn/false_positive": 0.11508159074711656, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.0, "time": 0.7298276424407959, "total_loss": 1.5710673689682153} {"data_time": 0.009620130993425846, "eta_seconds": 70060.09407758527, "iteration": 173119, "loss_fcos_cls": 0.23678351647686213, "loss_fcos_ctr": 0.618645129725337, "loss_fcos_loc": 0.18264156277291477, "loss_mask": 0.2502934532240033, "loss_maskiou": 0.005603143072221428, "loss_sem_seg": 0.26394379138946533, "lr": 0.01, "mask_rcnn/accuracy": 0.9089538658508516, "mask_rcnn/false_negative": 0.09050016018134892, "mask_rcnn/false_positive": 0.1275054461852414, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7181108025833964, "total_loss": 1.5894292399243568} {"data_time": 0.009716445580124855, "eta_seconds": 70062.3232871471, "iteration": 173139, "loss_fcos_cls": 0.24584383849287406, "loss_fcos_ctr": 0.6188355460762978, "loss_fcos_loc": 0.19176486181095243, "loss_mask": 0.27203553449362516, "loss_maskiou": 0.005958921145065688, "loss_sem_seg": 0.29274769918993115, "lr": 0.01, "mask_rcnn/accuracy": 0.8765069999228985, "mask_rcnn/false_negative": 0.11434046535029753, "mask_rcnn/false_positive": 0.1395923237551768, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7400730140507221, "total_loss": 1.636217141727684} {"data_time": 0.009278321638703346, "eta_seconds": 69991.4976666756, "iteration": 173159, "loss_fcos_cls": 0.24699464766308665, "loss_fcos_ctr": 0.6198610104620457, "loss_fcos_loc": 0.19053118070587516, "loss_mask": 0.25868339091539383, "loss_maskiou": 0.005270647987345001, "loss_sem_seg": 0.31202622363343835, "lr": 0.01, "mask_rcnn/accuracy": 0.8689266265016644, "mask_rcnn/false_negative": 0.11865090314039924, "mask_rcnn/false_positive": 0.13639664292975728, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7216252405196428, "total_loss": 1.6203639574960107} {"data_time": 0.011509645730257034, "eta_seconds": 69930.52889702003, "iteration": 173179, "loss_fcos_cls": 0.23800739436410367, "loss_fcos_ctr": 0.6193385384976864, "loss_fcos_loc": 0.18888032902032137, "loss_mask": 0.2668267348781228, "loss_maskiou": 0.005299101265336503, "loss_sem_seg": 0.2566021140664816, "lr": 0.01, "mask_rcnn/accuracy": 0.88165098466923, "mask_rcnn/false_negative": 0.0898963368958558, "mask_rcnn/false_positive": 0.1256565296850959, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.0, "time": 0.7165062455460429, "total_loss": 1.580886693620414} {"data_time": 0.010152939707040787, "eta_seconds": 69874.52549559809, "iteration": 173199, "loss_fcos_cls": 0.2322881924919784, "loss_fcos_ctr": 0.6179024851880968, "loss_fcos_loc": 0.18731564725749195, "loss_mask": 0.2552622901275754, "loss_maskiou": 0.004743247198348399, "loss_sem_seg": 0.2548301436472684, "lr": 0.01, "mask_rcnn/accuracy": 0.8778407196211818, "mask_rcnn/false_negative": 0.10642512314698742, "mask_rcnn/false_positive": 0.12519207157738754, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.75, "time": 0.7088859798386693, "total_loss": 1.5660725124471355} {"data_time": 0.00988348200917244, "eta_seconds": 69880.0168287484, "iteration": 173219, "loss_fcos_cls": 0.24494327884167433, "loss_fcos_ctr": 0.616170849185437, "loss_fcos_loc": 0.1931872342247516, "loss_mask": 0.26472445111721754, "loss_maskiou": 0.005890060441743117, "loss_sem_seg": 0.26466407743282616, "lr": 0.01, "mask_rcnn/accuracy": 0.8784192248327902, "mask_rcnn/false_negative": 0.08672900158460475, "mask_rcnn/false_positive": 0.1329800175634648, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 34.25, "time": 0.7405360927805305, "total_loss": 1.590750096282136} {"data_time": 0.010241709649562836, "eta_seconds": 69856.84060854465, "iteration": 173239, "loss_fcos_cls": 0.23305774957407266, "loss_fcos_ctr": 0.6198102319613099, "loss_fcos_loc": 0.19091109093278646, "loss_mask": 0.2532492862083018, "loss_maskiou": 0.005106545409944374, "loss_sem_seg": 0.27746920799836516, "lr": 0.01, "mask_rcnn/accuracy": 0.8809925285903835, "mask_rcnn/false_negative": 0.08713940255785155, "mask_rcnn/false_positive": 0.15610160776295523, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.714367151260376, "total_loss": 1.5477680266776588} {"data_time": 0.010003609582781792, "eta_seconds": 69888.62667595502, "iteration": 173259, "loss_fcos_cls": 0.27505479915998876, "loss_fcos_ctr": 0.6187289357185364, "loss_fcos_loc": 0.19234960060566664, "loss_mask": 0.26936517283320427, "loss_maskiou": 0.005779651597549673, "loss_sem_seg": 0.2886790260672569, "lr": 0.01, "mask_rcnn/accuracy": 0.8826257320631097, "mask_rcnn/false_negative": 0.10482767067385942, "mask_rcnn/false_positive": 0.12769675493259997, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.0, "time": 0.7309651849791408, "total_loss": 1.6730818569776602} {"data_time": 0.010055347345769405, "eta_seconds": 69870.96226987895, "iteration": 173279, "loss_fcos_cls": 0.2483702616300434, "loss_fcos_ctr": 0.6198113607242703, "loss_fcos_loc": 0.1924953805282712, "loss_mask": 0.26960557233542204, "loss_maskiou": 0.005622872602543794, "loss_sem_seg": 0.2879961719736457, "lr": 0.01, "mask_rcnn/accuracy": 0.9101793943383805, "mask_rcnn/false_negative": 0.06741955128882919, "mask_rcnn/false_positive": 0.1164832779115017, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7222354374825954, "total_loss": 1.6331538991071284} {"data_time": 0.010254516266286373, "eta_seconds": 69843.85696151387, "iteration": 173299, "loss_fcos_cls": 0.25776077213231474, "loss_fcos_ctr": 0.6182555742561817, "loss_fcos_loc": 0.19569730036891997, "loss_mask": 0.26242450112476945, "loss_maskiou": 0.0050150762690464035, "loss_sem_seg": 0.27717831591144204, "lr": 0.01, "mask_rcnn/accuracy": 0.8925660648874935, "mask_rcnn/false_negative": 0.08253783311216187, "mask_rcnn/false_positive": 0.1387855536282977, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.75, "time": 0.738867181353271, "total_loss": 1.637783022466465} {"data_time": 0.009900974109768867, "eta_seconds": 69807.81255639251, "iteration": 173319, "loss_fcos_cls": 0.23912460240535438, "loss_fcos_ctr": 0.6201057005673647, "loss_fcos_loc": 0.19444070640020072, "loss_mask": 0.2605917761102319, "loss_maskiou": 0.00602258242724929, "loss_sem_seg": 0.28796144807711244, "lr": 0.01, "mask_rcnn/accuracy": 0.8771574788451966, "mask_rcnn/false_negative": 0.1074805214886886, "mask_rcnn/false_positive": 0.1320639201877686, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.0, "time": 0.7188630439341068, "total_loss": 1.5965457940001215} {"data_time": 0.009729844518005848, "eta_seconds": 69784.64536396414, "iteration": 173339, "loss_fcos_cls": 0.2373397673945874, "loss_fcos_ctr": 0.6172824688255787, "loss_fcos_loc": 0.1814361991127953, "loss_mask": 0.2452813908457756, "loss_maskiou": 0.005060912779299542, "loss_sem_seg": 0.27558259363286197, "lr": 0.01, "mask_rcnn/accuracy": 0.8846004473217859, "mask_rcnn/false_negative": 0.07824280989923087, "mask_rcnn/false_positive": 0.1473802684044056, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.0, "time": 0.7070494219660759, "total_loss": 1.6081246508547338} {"data_time": 0.010625376366078854, "eta_seconds": 69770.20631504804, "iteration": 173359, "loss_fcos_cls": 0.22939923964440823, "loss_fcos_ctr": 0.6214633546769619, "loss_fcos_loc": 0.18798150378279388, "loss_mask": 0.25382526498287916, "loss_maskiou": 0.005372461469960399, "loss_sem_seg": 0.2583320499397814, "lr": 0.01, "mask_rcnn/accuracy": 0.8842368197278911, "mask_rcnn/false_negative": 0.10947488902355938, "mask_rcnn/false_positive": 0.11936735411261537, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 41.25, "time": 0.7159290416166186, "total_loss": 1.5600232059405243} {"data_time": 0.010177524760365486, "eta_seconds": 69685.03871581983, "iteration": 173379, "loss_fcos_cls": 0.2604224872775376, "loss_fcos_ctr": 0.6223442759364843, "loss_fcos_loc": 0.19812143233139068, "loss_mask": 0.2640454964712262, "loss_maskiou": 0.005097377332276665, "loss_sem_seg": 0.26426592376083136, "lr": 0.01, "mask_rcnn/accuracy": 0.89859375, "mask_rcnn/false_negative": 0.07374004573499451, "mask_rcnn/false_positive": 0.12016665712812119, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.704500749707222, "total_loss": 1.6116194206115324} {"data_time": 0.01043448131531477, "eta_seconds": 69682.08757961448, "iteration": 173399, "loss_fcos_cls": 0.2399875344708562, "loss_fcos_ctr": 0.6177049679681659, "loss_fcos_loc": 0.1877258731983602, "loss_mask": 0.27076013293117285, "loss_maskiou": 0.0055864226014819, "loss_sem_seg": 0.27184830512851477, "lr": 0.01, "mask_rcnn/accuracy": 0.875165446613428, "mask_rcnn/false_negative": 0.11162144529726575, "mask_rcnn/false_positive": 0.14740617984081705, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7340135760605335, "total_loss": 1.5988024110338301} {"data_time": 0.010514941066503525, "eta_seconds": 69691.64121984132, "iteration": 173419, "loss_fcos_cls": 0.24818341538775712, "loss_fcos_ctr": 0.6191225168295205, "loss_fcos_loc": 0.19141634891275316, "loss_mask": 0.258213491179049, "loss_maskiou": 0.005732487392378971, "loss_sem_seg": 0.252113516908139, "lr": 0.01, "mask_rcnn/accuracy": 0.8835053749616557, "mask_rcnn/false_negative": 0.10270928613663974, "mask_rcnn/false_positive": 0.12431022521305457, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 25.75, "time": 0.7324062753468752, "total_loss": 1.5949970794463297} {"data_time": 0.009825343266129494, "eta_seconds": 69636.6573182987, "iteration": 173439, "loss_fcos_cls": 0.2436119255144149, "loss_fcos_ctr": 0.6186615424230695, "loss_fcos_loc": 0.1899916756665334, "loss_mask": 0.2607350666075945, "loss_maskiou": 0.005169783671590267, "loss_sem_seg": 0.241662401240319, "lr": 0.01, "mask_rcnn/accuracy": 0.8903842194772646, "mask_rcnn/false_negative": 0.10589469871532448, "mask_rcnn/false_positive": 0.11279199968026662, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.7150088818743825, "total_loss": 1.5588507433603809} {"data_time": 0.00974580179899931, "eta_seconds": 69622.2339678118, "iteration": 173459, "loss_fcos_cls": 0.2432850729674101, "loss_fcos_ctr": 0.6178169222548604, "loss_fcos_loc": 0.18745240406133235, "loss_mask": 0.2582591501995921, "loss_maskiou": 0.0051434903652989306, "loss_sem_seg": 0.24905573786236346, "lr": 0.01, "mask_rcnn/accuracy": 0.875376792158501, "mask_rcnn/false_negative": 0.1056600074632433, "mask_rcnn/false_positive": 0.14885751818655146, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.7254209332168102, "total_loss": 1.5715950522426283} {"data_time": 0.009648730047047138, "eta_seconds": 69615.66674493998, "iteration": 173479, "loss_fcos_cls": 0.23393179068807513, "loss_fcos_ctr": 0.6200413946062326, "loss_fcos_loc": 0.19248627196066082, "loss_mask": 0.26612625271081924, "loss_maskiou": 0.005046858062996762, "loss_sem_seg": 0.2408102520275861, "lr": 0.01, "mask_rcnn/accuracy": 0.8795637646084075, "mask_rcnn/false_negative": 0.10115284463537969, "mask_rcnn/false_positive": 0.11837398333467675, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.0, "time": 0.7177912360057235, "total_loss": 1.568198051681975} {"data_time": 0.009239470586180687, "eta_seconds": 69613.49710495211, "iteration": 173499, "loss_fcos_cls": 0.24790862738154829, "loss_fcos_ctr": 0.6177438809536397, "loss_fcos_loc": 0.1866143092047423, "loss_mask": 0.24963063653558493, "loss_maskiou": 0.005295766452036332, "loss_sem_seg": 0.25728841545060277, "lr": 0.01, "mask_rcnn/accuracy": 0.8869741636034192, "mask_rcnn/false_negative": 0.08259502244147021, "mask_rcnn/false_positive": 0.15144389825169513, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.0, "time": 0.7227114951238036, "total_loss": 1.5712730513478164} {"data_time": 0.009883706457912922, "eta_seconds": 69619.48247099854, "iteration": 173519, "loss_fcos_cls": 0.24066672660410404, "loss_fcos_ctr": 0.6186406761407852, "loss_fcos_loc": 0.18558022938668728, "loss_mask": 0.26522641722112894, "loss_maskiou": 0.005574598773819162, "loss_sem_seg": 0.2696999760810286, "lr": 0.01, "mask_rcnn/accuracy": 0.8737341749861472, "mask_rcnn/false_negative": 0.10340994635634368, "mask_rcnn/false_positive": 0.1573052318090295, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.5, "time": 0.7359089469537139, "total_loss": 1.5955024871109345} {"data_time": 0.009888735599815845, "eta_seconds": 69640.25487480313, "iteration": 173539, "loss_fcos_cls": 0.23470445803832263, "loss_fcos_ctr": 0.6162730483338237, "loss_fcos_loc": 0.17901647789403796, "loss_mask": 0.2520474847406149, "loss_maskiou": 0.004718998574389843, "loss_sem_seg": 0.2579457485117018, "lr": 0.01, "mask_rcnn/accuracy": 0.8828143534603199, "mask_rcnn/false_negative": 0.08801066470585925, "mask_rcnn/false_positive": 0.13154614569487993, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.25, "time": 0.7247095098719001, "total_loss": 1.551332712169824} {"data_time": 0.009617969393730164, "eta_seconds": 69656.06776791718, "iteration": 173559, "loss_fcos_cls": 0.25803973712027073, "loss_fcos_ctr": 0.6197718624025583, "loss_fcos_loc": 0.19126433483324945, "loss_mask": 0.25601499527692795, "loss_maskiou": 0.0048354755926993676, "loss_sem_seg": 0.2639353268314153, "lr": 0.01, "mask_rcnn/accuracy": 0.8964359239936577, "mask_rcnn/false_negative": 0.11239665933870821, "mask_rcnn/false_positive": 0.11956374175310366, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7412864295765758, "total_loss": 1.5987459033713094} {"data_time": 0.01099255122244358, "eta_seconds": 69661.80469291285, "iteration": 173579, "loss_fcos_cls": 0.25533700408414006, "loss_fcos_ctr": 0.620649735443294, "loss_fcos_loc": 0.19504124613013119, "loss_mask": 0.25861441902816296, "loss_maskiou": 0.0057840905465127435, "loss_sem_seg": 0.27004038309678435, "lr": 0.01, "mask_rcnn/accuracy": 0.8931845054634583, "mask_rcnn/false_negative": 0.08042794708300796, "mask_rcnn/false_positive": 0.1288045564676109, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.0, "time": 0.7265614215284586, "total_loss": 1.6263393401131907} {"data_time": 0.01054825633764267, "eta_seconds": 69643.0003844155, "iteration": 173599, "loss_fcos_cls": 0.2384069599211216, "loss_fcos_ctr": 0.6177901038900018, "loss_fcos_loc": 0.1835754460771568, "loss_mask": 0.2560202139429748, "loss_maskiou": 0.00568176040542312, "loss_sem_seg": 0.2626636123750359, "lr": 0.01, "mask_rcnn/accuracy": 0.8838760248260942, "mask_rcnn/false_negative": 0.09874274139170522, "mask_rcnn/false_positive": 0.11109356654139967, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7151565486565232, "total_loss": 1.5569344839313999} {"data_time": 0.010190439410507679, "eta_seconds": 69632.90567519143, "iteration": 173619, "loss_fcos_cls": 0.2405052944086492, "loss_fcos_ctr": 0.6181012764573097, "loss_fcos_loc": 0.18584568810183555, "loss_mask": 0.26148457964882255, "loss_maskiou": 0.005417032676632516, "loss_sem_seg": 0.24210471496917307, "lr": 0.01, "mask_rcnn/accuracy": 0.879191743882843, "mask_rcnn/false_negative": 0.0855762263174405, "mask_rcnn/false_positive": 0.14377946708128986, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.5, "time": 0.7308764765039086, "total_loss": 1.5500335243414156} {"data_time": 0.010738348588347435, "eta_seconds": 69618.45616633072, "iteration": 173639, "loss_fcos_cls": 0.2415577252395451, "loss_fcos_ctr": 0.6189608457498252, "loss_fcos_loc": 0.18396086536813527, "loss_mask": 0.24876759946346283, "loss_maskiou": 0.004727057064883411, "loss_sem_seg": 0.2604639319470152, "lr": 0.01, "mask_rcnn/accuracy": 0.8892547855608408, "mask_rcnn/false_negative": 0.08546393061027402, "mask_rcnn/false_positive": 0.11596021909272583, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7351719364523888, "total_loss": 1.5550731868788716} {"data_time": 0.009851902723312378, "eta_seconds": 69596.45140189212, "iteration": 173659, "loss_fcos_cls": 0.23426087573170662, "loss_fcos_ctr": 0.6194073776714504, "loss_fcos_loc": 0.1860941369086504, "loss_mask": 0.2482528481632471, "loss_maskiou": 0.005080435090349056, "loss_sem_seg": 0.24196066800504923, "lr": 0.01, "mask_rcnn/accuracy": 0.8849358908553361, "mask_rcnn/false_negative": 0.08335090179409058, "mask_rcnn/false_positive": 0.1276853393921537, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7159909857437015, "total_loss": 1.5641941251560638} {"data_time": 0.01066801231354475, "eta_seconds": 69585.20596287679, "iteration": 173679, "loss_fcos_cls": 0.23676425870507956, "loss_fcos_ctr": 0.6190423415973783, "loss_fcos_loc": 0.18477641994832084, "loss_mask": 0.25691722240298986, "loss_maskiou": 0.0053228716296871426, "loss_sem_seg": 0.2809801318217069, "lr": 0.01, "mask_rcnn/accuracy": 0.886738075912183, "mask_rcnn/false_negative": 0.08824717252911682, "mask_rcnn/false_positive": 0.13640968900302877, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7200560169294477, "total_loss": 1.5729952414694708} {"data_time": 0.009802250191569328, "eta_seconds": 69565.26813627314, "iteration": 173699, "loss_fcos_cls": 0.2289188380818814, "loss_fcos_ctr": 0.6167119164019823, "loss_fcos_loc": 0.1829627341357991, "loss_mask": 0.2766632307320833, "loss_maskiou": 0.005933523634666926, "loss_sem_seg": 0.26903842436149716, "lr": 0.01, "mask_rcnn/accuracy": 0.8642975376154145, "mask_rcnn/false_negative": 0.11558110219487916, "mask_rcnn/false_positive": 0.14832333400771924, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.7251758249476552, "total_loss": 1.6031120992165597} {"data_time": 0.009794201701879501, "eta_seconds": 69510.30343455821, "iteration": 173719, "loss_fcos_cls": 0.2274425224168226, "loss_fcos_ctr": 0.6178851411677897, "loss_fcos_loc": 0.1790959604550153, "loss_mask": 0.26107330806553364, "loss_maskiou": 0.005054606677731499, "loss_sem_seg": 0.28196270240005106, "lr": 0.01, "mask_rcnn/accuracy": 0.8822286432261583, "mask_rcnn/false_negative": 0.1155024965297502, "mask_rcnn/false_positive": 0.11515878397778748, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 25.75, "time": 0.7150999950245023, "total_loss": 1.5309947332643787} {"data_time": 0.009155784733593464, "eta_seconds": 69562.29793582857, "iteration": 173739, "loss_fcos_cls": 0.23731271614087746, "loss_fcos_ctr": 0.6170754651539028, "loss_fcos_loc": 0.1904897317290306, "loss_mask": 0.25603843573480844, "loss_maskiou": 0.005054077599197626, "loss_sem_seg": 0.31110713724046946, "lr": 0.01, "mask_rcnn/accuracy": 0.8958983593437375, "mask_rcnn/false_negative": 0.08290889764678147, "mask_rcnn/false_positive": 0.1332766146865706, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.0, "time": 0.7528688460588455, "total_loss": 1.6375643186838715} {"data_time": 0.009912416338920593, "eta_seconds": 69579.84789153282, "iteration": 173759, "loss_fcos_cls": 0.25499686104012653, "loss_fcos_ctr": 0.6185597376897931, "loss_fcos_loc": 0.1859538780990988, "loss_mask": 0.2741280999034643, "loss_maskiou": 0.005342197997379117, "loss_sem_seg": 0.25650355219841003, "lr": 0.01, "mask_rcnn/accuracy": 0.8754484263584952, "mask_rcnn/false_negative": 0.11176515924907451, "mask_rcnn/false_positive": 0.13965500599207606, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.5, "time": 0.7270174799486995, "total_loss": 1.5943582402760512} {"data_time": 0.009850766509771347, "eta_seconds": 69546.58189081866, "iteration": 173779, "loss_fcos_cls": 0.23361289943568408, "loss_fcos_ctr": 0.6173188723623753, "loss_fcos_loc": 0.1833461015485227, "loss_mask": 0.2540070256218314, "loss_maskiou": 0.005392148748796899, "loss_sem_seg": 0.2812386932782829, "lr": 0.01, "mask_rcnn/accuracy": 0.8928752608998145, "mask_rcnn/false_negative": 0.09108907012067978, "mask_rcnn/false_positive": 0.10705464128614622, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.5, "time": 0.7048675259575248, "total_loss": 1.5472164226157474} {"data_time": 0.009874326176941395, "eta_seconds": 69573.42230796441, "iteration": 173799, "loss_fcos_cls": 0.24401833163574338, "loss_fcos_ctr": 0.6166686173528433, "loss_fcos_loc": 0.1812859489582479, "loss_mask": 0.25325423292815685, "loss_maskiou": 0.005070170976978261, "loss_sem_seg": 0.28187511186115444, "lr": 0.01, "mask_rcnn/accuracy": 0.8940704780947129, "mask_rcnn/false_negative": 0.09808588703294427, "mask_rcnn/false_positive": 0.10879388067574784, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7242715414613485, "total_loss": 1.572907142493932} {"data_time": 0.009844963438808918, "eta_seconds": 69558.95812935755, "iteration": 173819, "loss_fcos_cls": 0.24638594686985016, "loss_fcos_ctr": 0.6217256020754576, "loss_fcos_loc": 0.18317652848782018, "loss_mask": 0.24761187937110662, "loss_maskiou": 0.004576228842779528, "loss_sem_seg": 0.25795201770961285, "lr": 0.01, "mask_rcnn/accuracy": 0.8875588697017268, "mask_rcnn/false_negative": 0.08445798569773419, "mask_rcnn/false_positive": 0.13792449228989062, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.75, "time": 0.7174042370170355, "total_loss": 1.5707551235027495} {"data_time": 0.009778215549886227, "eta_seconds": 69503.02193682268, "iteration": 173839, "loss_fcos_cls": 0.2393100697081536, "loss_fcos_ctr": 0.6173103963956237, "loss_fcos_loc": 0.1853226098464802, "loss_mask": 0.26172375679016113, "loss_maskiou": 0.0055637096156715415, "loss_sem_seg": 0.2439344641752541, "lr": 0.01, "mask_rcnn/accuracy": 0.8698764257858316, "mask_rcnn/false_negative": 0.08383311174075192, "mask_rcnn/false_positive": 0.11766027365952067, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 30.75, "time": 0.7108097579330206, "total_loss": 1.5553602363397658} {"data_time": 0.010423509404063225, "eta_seconds": 69507.5503801899, "iteration": 173859, "loss_fcos_cls": 0.23982917424291372, "loss_fcos_ctr": 0.6194115336984396, "loss_fcos_loc": 0.1908876874949783, "loss_mask": 0.28243838530033827, "loss_maskiou": 0.00574838060856564, "loss_sem_seg": 0.2662189283873886, "lr": 0.01, "mask_rcnn/accuracy": 0.8617896653610939, "mask_rcnn/false_negative": 0.10873292345611253, "mask_rcnn/false_positive": 0.13182243327545418, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.7369413888081908, "total_loss": 1.6312746419280302} {"data_time": 0.011448981240391731, "eta_seconds": 69474.94542244729, "iteration": 173879, "loss_fcos_cls": 0.25096740829758346, "loss_fcos_ctr": 0.6206520572304726, "loss_fcos_loc": 0.19000660022720695, "loss_mask": 0.2608130695298314, "loss_maskiou": 0.005368297250242904, "loss_sem_seg": 0.2728163721039891, "lr": 0.01, "mask_rcnn/accuracy": 0.8854151035414166, "mask_rcnn/false_negative": 0.10093247692857965, "mask_rcnn/false_positive": 0.14015517684759393, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 38.0, "time": 0.7180682066828012, "total_loss": 1.5779001646005781} {"data_time": 0.009898655116558075, "eta_seconds": 69503.8302118564, "iteration": 173899, "loss_fcos_cls": 0.23087997816037387, "loss_fcos_ctr": 0.6191035648807883, "loss_fcos_loc": 0.18852599803358316, "loss_mask": 0.2648320132866502, "loss_maskiou": 0.005425724069937132, "loss_sem_seg": 0.2458150782622397, "lr": 0.01, "mask_rcnn/accuracy": 0.8932085589337776, "mask_rcnn/false_negative": 0.08704851086228413, "mask_rcnn/false_positive": 0.099461127101386, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7368034236133099, "total_loss": 1.5530881550876074} {"data_time": 0.009839469566941261, "eta_seconds": 69464.17187338416, "iteration": 173919, "loss_fcos_cls": 0.23798764729872346, "loss_fcos_ctr": 0.6184112876653671, "loss_fcos_loc": 0.17996782949194312, "loss_mask": 0.2526908405125141, "loss_maskiou": 0.004993445392756257, "loss_sem_seg": 0.26126532373018563, "lr": 0.01, "mask_rcnn/accuracy": 0.8954642913270918, "mask_rcnn/false_negative": 0.08626725058341786, "mask_rcnn/false_positive": 0.1389429836816053, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.75, "time": 0.7217845730483532, "total_loss": 1.5577422445858247} {"data_time": 0.010315307416021824, "eta_seconds": 69430.74417147413, "iteration": 173939, "loss_fcos_cls": 0.2398478277027607, "loss_fcos_ctr": 0.6145769935101271, "loss_fcos_loc": 0.18061067909002304, "loss_mask": 0.2564235171303153, "loss_maskiou": 0.005019595642806962, "loss_sem_seg": 0.2497472041286528, "lr": 0.01, "mask_rcnn/accuracy": 0.9035552431199754, "mask_rcnn/false_negative": 0.10290862997084353, "mask_rcnn/false_positive": 0.12527081057634676, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.75, "time": 0.7071836804971099, "total_loss": 1.5584282622185128} {"data_time": 0.01056467555463314, "eta_seconds": 69490.4026025096, "iteration": 173959, "loss_fcos_cls": 0.24040171003434807, "loss_fcos_ctr": 0.6156964488327503, "loss_fcos_loc": 0.17903524124994874, "loss_mask": 0.2475913162343204, "loss_maskiou": 0.0050829043830162846, "loss_sem_seg": 0.26724306819960475, "lr": 0.01, "mask_rcnn/accuracy": 0.8760038454157173, "mask_rcnn/false_negative": 0.08799981492252495, "mask_rcnn/false_positive": 0.15142548204921835, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.0, "time": 0.7337032714858651, "total_loss": 1.5428380457524327} {"data_time": 0.010883285664021969, "eta_seconds": 69475.93161561806, "iteration": 173979, "loss_fcos_cls": 0.2506214288296178, "loss_fcos_ctr": 0.6176983881741762, "loss_fcos_loc": 0.18378270557150245, "loss_mask": 0.25307711120694876, "loss_maskiou": 0.005140203546034172, "loss_sem_seg": 0.30666230292990804, "lr": 0.01, "mask_rcnn/accuracy": 0.9051590416386335, "mask_rcnn/false_negative": 0.07548819154206848, "mask_rcnn/false_positive": 0.1341213082910762, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7167101847007871, "total_loss": 1.6051296562945936} {"data_time": 0.010912653058767319, "eta_seconds": 69435.00152347237, "iteration": 173999, "loss_fcos_cls": 0.24211560748517513, "loss_fcos_ctr": 0.6187292644754052, "loss_fcos_loc": 0.1870053067104891, "loss_mask": 0.2575273336842656, "loss_maskiou": 0.005379109767090995, "loss_sem_seg": 0.2620299654081464, "lr": 0.01, "mask_rcnn/accuracy": 0.8934346751608252, "mask_rcnn/false_negative": 0.10555764628653402, "mask_rcnn/false_positive": 0.11495139275409208, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7211051546037197, "total_loss": 1.5917272067781596} {"data_time": 0.008816239424049854, "eta_seconds": 69494.52623097785, "iteration": 174019, "loss_fcos_cls": 0.25135719135869294, "loss_fcos_ctr": 0.6209593387320638, "loss_fcos_loc": 0.18344496632926166, "loss_mask": 0.2528626900166273, "loss_maskiou": 0.00566316548793111, "loss_sem_seg": 0.28890268644317985, "lr": 0.01, "mask_rcnn/accuracy": 0.8914291259982254, "mask_rcnn/false_negative": 0.08294199256528173, "mask_rcnn/false_positive": 0.13567930139969997, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.0, "time": 0.7380194719880819, "total_loss": 1.5922292588438722} {"data_time": 0.009668681770563126, "eta_seconds": 69450.25962179806, "iteration": 174039, "loss_fcos_cls": 0.23428600886836648, "loss_fcos_ctr": 0.6174698686227202, "loss_fcos_loc": 0.18733943905681372, "loss_mask": 0.26038282085210085, "loss_maskiou": 0.0051584140273917, "loss_sem_seg": 0.2698444798588753, "lr": 0.01, "mask_rcnn/accuracy": 0.8932699977284109, "mask_rcnn/false_negative": 0.09651372098349731, "mask_rcnn/false_positive": 0.12482903871394826, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7239662818610668, "total_loss": 1.5410655891028} {"data_time": 0.010605824179947376, "eta_seconds": 69418.0476680519, "iteration": 174059, "loss_fcos_cls": 0.2408541846089065, "loss_fcos_ctr": 0.6165982261300087, "loss_fcos_loc": 0.18182037281803787, "loss_mask": 0.24029685882851481, "loss_maskiou": 0.004510970193223329, "loss_sem_seg": 0.2714302665553987, "lr": 0.01, "mask_rcnn/accuracy": 0.8988611907164195, "mask_rcnn/false_negative": 0.07727736825352184, "mask_rcnn/false_positive": 0.1297300799133252, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.0, "time": 0.7208451703190804, "total_loss": 1.5619200303335674} {"data_time": 0.010089554823935032, "eta_seconds": 69403.57668116037, "iteration": 174079, "loss_fcos_cls": 0.24287367099896073, "loss_fcos_ctr": 0.6188046485185623, "loss_fcos_loc": 0.18838570127263665, "loss_mask": 0.25373208709061146, "loss_maskiou": 0.00518983778601978, "loss_sem_seg": 0.24668455636128783, "lr": 0.01, "mask_rcnn/accuracy": 0.9013396272163483, "mask_rcnn/false_negative": 0.06643924162054482, "mask_rcnn/false_positive": 0.1321544715992623, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 30.75, "time": 0.7142948135733604, "total_loss": 1.5582927917785128} {"data_time": 0.010412564501166344, "eta_seconds": 69362.67415029556, "iteration": 174099, "loss_fcos_cls": 0.2568964511156082, "loss_fcos_ctr": 0.6167778335511684, "loss_fcos_loc": 0.1893832094501704, "loss_mask": 0.2545335805043578, "loss_maskiou": 0.005333069715561578, "loss_sem_seg": 0.2523081321269274, "lr": 0.01, "mask_rcnn/accuracy": 0.8871442120804366, "mask_rcnn/false_negative": 0.09311909641533159, "mask_rcnn/false_positive": 0.12235359839656726, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.75, "time": 0.726374433375895, "total_loss": 1.5884668420585513} {"data_time": 0.009792319498956203, "eta_seconds": 69319.57685069833, "iteration": 174119, "loss_fcos_cls": 0.24253016943112016, "loss_fcos_ctr": 0.6177124250680208, "loss_fcos_loc": 0.18192685133544728, "loss_mask": 0.25445454474538565, "loss_maskiou": 0.005083775795355905, "loss_sem_seg": 0.2591277286410332, "lr": 0.01, "mask_rcnn/accuracy": 0.8860590951256535, "mask_rcnn/false_negative": 0.10737034655897666, "mask_rcnn/false_positive": 0.12482562962874032, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 41.5, "time": 0.7078343136236072, "total_loss": 1.5721439081753488} {"data_time": 0.010301289148628712, "eta_seconds": 69333.74320102483, "iteration": 174139, "loss_fcos_cls": 0.24073130381293595, "loss_fcos_ctr": 0.6159854554571211, "loss_fcos_loc": 0.17788308014860377, "loss_mask": 0.24733823724091053, "loss_maskiou": 0.005090933344035875, "loss_sem_seg": 0.24658844200894237, "lr": 0.01, "mask_rcnn/accuracy": 0.8913174561712982, "mask_rcnn/false_negative": 0.0969381655566253, "mask_rcnn/false_positive": 0.13781218285909896, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 22.5, "time": 0.7422625459730625, "total_loss": 1.5306293432367966} {"data_time": 0.010440144687891006, "eta_seconds": 69385.10133547895, "iteration": 174159, "loss_fcos_cls": 0.2386598465964198, "loss_fcos_ctr": 0.616422975435853, "loss_fcos_loc": 0.18023429275490344, "loss_mask": 0.2554551772773266, "loss_maskiou": 0.005415317791630514, "loss_sem_seg": 0.2543448484502733, "lr": 0.01, "mask_rcnn/accuracy": 0.9008597510150305, "mask_rcnn/false_negative": 0.09010436081993928, "mask_rcnn/false_positive": 0.10986909466038004, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.0, "time": 0.7302138991653919, "total_loss": 1.5427076683063206} {"data_time": 0.010118111036717892, "eta_seconds": 69348.9368307991, "iteration": 174179, "loss_fcos_cls": 0.24276562430895865, "loss_fcos_ctr": 0.6199393775314093, "loss_fcos_loc": 0.19434004020877182, "loss_mask": 0.27088819444179535, "loss_maskiou": 0.0058145580733253155, "loss_sem_seg": 0.27672267984598875, "lr": 0.01, "mask_rcnn/accuracy": 0.8846024955120937, "mask_rcnn/false_negative": 0.09467783451813536, "mask_rcnn/false_positive": 0.14158799123304303, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.7002383163198829, "total_loss": 1.6066836901736679} {"data_time": 0.009819594211876392, "eta_seconds": 69370.5015302021, "iteration": 174199, "loss_fcos_cls": 0.24098438932560384, "loss_fcos_ctr": 0.6181903779506683, "loss_fcos_loc": 0.1878978731110692, "loss_mask": 0.2623367989435792, "loss_maskiou": 0.0054374209576053545, "loss_sem_seg": 0.2726485019084066, "lr": 0.01, "mask_rcnn/accuracy": 0.8853397812840913, "mask_rcnn/false_negative": 0.08212025207319454, "mask_rcnn/false_positive": 0.14046346995592324, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.75, "time": 0.7366230925545096, "total_loss": 1.570892102579819} {"data_time": 0.01104346290230751, "eta_seconds": 69329.39900365658, "iteration": 174219, "loss_fcos_cls": 0.23788635595701635, "loss_fcos_ctr": 0.619120080024004, "loss_fcos_loc": 0.1888002319028601, "loss_mask": 0.2571841599419713, "loss_maskiou": 0.004895953861705493, "loss_sem_seg": 0.27252950007095933, "lr": 0.01, "mask_rcnn/accuracy": 0.8825680272108845, "mask_rcnn/false_negative": 0.11322222194450271, "mask_rcnn/false_positive": 0.1274719245792887, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.75, "time": 0.7249976489692926, "total_loss": 1.6004143278041738} {"data_time": 0.010235066525638103, "eta_seconds": 69350.8582193302, "iteration": 174239, "loss_fcos_cls": 0.2504946696572006, "loss_fcos_ctr": 0.6175957005470991, "loss_fcos_loc": 0.18239112407900393, "loss_mask": 0.26632688101381063, "loss_maskiou": 0.005288853204547195, "loss_sem_seg": 0.24845498893409967, "lr": 0.01, "mask_rcnn/accuracy": 0.8984313390168713, "mask_rcnn/false_negative": 0.08923002477192245, "mask_rcnn/false_positive": 0.12682075059259107, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.7399381203576922, "total_loss": 1.5772313644338283} {"data_time": 0.009882494807243347, "eta_seconds": 69312.7052822914, "iteration": 174259, "loss_fcos_cls": 0.25420926115475595, "loss_fcos_ctr": 0.6167723843827844, "loss_fcos_loc": 0.18912712065503, "loss_mask": 0.24771329388022423, "loss_maskiou": 0.006121070808148943, "loss_sem_seg": 0.2704940252006054, "lr": 0.01, "mask_rcnn/accuracy": 0.901140873015873, "mask_rcnn/false_negative": 0.10245999213608709, "mask_rcnn/false_positive": 0.10477836874086069, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7035610489547253, "total_loss": 1.5857839598029386} {"data_time": 0.01014231238514185, "eta_seconds": 69298.22607165389, "iteration": 174279, "loss_fcos_cls": 0.24799316492863, "loss_fcos_ctr": 0.6216227859258652, "loss_fcos_loc": 0.19159970083273947, "loss_mask": 0.2700632559135556, "loss_maskiou": 0.0055410312343155965, "loss_sem_seg": 0.25946258241310716, "lr": 0.01, "mask_rcnn/accuracy": 0.8958366396673877, "mask_rcnn/false_negative": 0.08569424491953764, "mask_rcnn/false_positive": 0.12051231984981123, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7337594274431467, "total_loss": 1.6150014608574566} {"data_time": 0.009547118097543716, "eta_seconds": 69271.49240505882, "iteration": 174299, "loss_fcos_cls": 0.25327842752449214, "loss_fcos_ctr": 0.6190491039305925, "loss_fcos_loc": 0.18378974893130362, "loss_mask": 0.25680228788405657, "loss_maskiou": 0.005602929857559502, "loss_sem_seg": 0.2963708029128611, "lr": 0.01, "mask_rcnn/accuracy": 0.8760075962596816, "mask_rcnn/false_negative": 0.09771881243256414, "mask_rcnn/false_positive": 0.15051999508673658, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.25, "time": 0.7375210309401155, "total_loss": 1.6262979682142031} {"data_time": 0.009126998484134674, "eta_seconds": 69257.01575540937, "iteration": 174319, "loss_fcos_cls": 0.2410832461901009, "loss_fcos_ctr": 0.6179154077544808, "loss_fcos_loc": 0.1845564084360376, "loss_mask": 0.2552820574492216, "loss_maskiou": 0.0051223211048636585, "loss_sem_seg": 0.2608773969113827, "lr": 0.01, "mask_rcnn/accuracy": 0.8873506433823529, "mask_rcnn/false_negative": 0.08830466140188215, "mask_rcnn/false_positive": 0.14167248115967798, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7254084954038262, "total_loss": 1.5893371922247752} {"data_time": 0.00994922500103712, "eta_seconds": 69262.29758473858, "iteration": 174339, "loss_fcos_cls": 0.2532201176509261, "loss_fcos_ctr": 0.6197285368107259, "loss_fcos_loc": 0.19350097072310746, "loss_mask": 0.2750876313075423, "loss_maskiou": 0.005448299634736031, "loss_sem_seg": 0.25834203918930143, "lr": 0.01, "mask_rcnn/accuracy": 0.87515540130781, "mask_rcnn/false_negative": 0.11279220792727379, "mask_rcnn/false_positive": 0.13760495219110025, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 32.25, "time": 0.7259494429454207, "total_loss": 1.6131109633715823} {"data_time": 0.009295380674302578, "eta_seconds": 69263.95328949112, "iteration": 174359, "loss_fcos_cls": 0.23821698396932334, "loss_fcos_ctr": 0.6165079260244966, "loss_fcos_loc": 0.1718587732175365, "loss_mask": 0.24719734769314528, "loss_maskiou": 0.005205005600146251, "loss_sem_seg": 0.26680079847574234, "lr": 0.01, "mask_rcnn/accuracy": 0.8728945111799995, "mask_rcnn/false_negative": 0.10785409696892247, "mask_rcnn/false_positive": 0.11793087806853643, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.5, "time": 0.7331578470766544, "total_loss": 1.5712750004095142} {"data_time": 0.010580401867628098, "eta_seconds": 69277.5831248099, "iteration": 174379, "loss_fcos_cls": 0.2434834628365934, "loss_fcos_ctr": 0.6193172121420503, "loss_fcos_loc": 0.18913066940149292, "loss_mask": 0.2632932523265481, "loss_maskiou": 0.005356374975235667, "loss_sem_seg": 0.24959459900856018, "lr": 0.01, "mask_rcnn/accuracy": 0.8982839089697863, "mask_rcnn/false_negative": 0.10294397951676529, "mask_rcnn/false_positive": 0.1111520851123819, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.75, "time": 0.7211104491725564, "total_loss": 1.5637126330839237} {"data_time": 0.009938742034137249, "eta_seconds": 69240.93921987712, "iteration": 174399, "loss_fcos_cls": 0.23963320977054536, "loss_fcos_ctr": 0.6168806096538901, "loss_fcos_loc": 0.17467558954376727, "loss_mask": 0.23905210988596082, "loss_maskiou": 0.005000324672437273, "loss_sem_seg": 0.2140264402842149, "lr": 0.01, "mask_rcnn/accuracy": 0.8812973225688743, "mask_rcnn/false_negative": 0.06962470411344836, "mask_rcnn/false_positive": 0.1445738345683788, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.75, "time": 0.7206564238294959, "total_loss": 1.500879487801285} {"data_time": 0.009850521571934223, "eta_seconds": 69220.50082457159, "iteration": 174419, "loss_fcos_cls": 0.24494946631602943, "loss_fcos_ctr": 0.6178616769611835, "loss_fcos_loc": 0.1869675017078407, "loss_mask": 0.24601652938872576, "loss_maskiou": 0.004855694009165745, "loss_sem_seg": 0.253426595358178, "lr": 0.01, "mask_rcnn/accuracy": 0.8856574732870816, "mask_rcnn/false_negative": 0.10114126539572613, "mask_rcnn/false_positive": 0.14114995347337003, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.722378266043961, "total_loss": 1.5848314785544062} {"data_time": 0.010310015641152859, "eta_seconds": 69194.07801725343, "iteration": 174439, "loss_fcos_cls": 0.23338356893509626, "loss_fcos_ctr": 0.6190430191345513, "loss_fcos_loc": 0.18836779764387757, "loss_mask": 0.2611038386821747, "loss_maskiou": 0.005403067243605619, "loss_sem_seg": 0.2812885222956538, "lr": 0.01, "mask_rcnn/accuracy": 0.8864755425979916, "mask_rcnn/false_negative": 0.10696280091357804, "mask_rcnn/false_positive": 0.1293107485541719, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7120934752747416, "total_loss": 1.574870622047456} {"data_time": 0.010200506076216698, "eta_seconds": 69167.9131759163, "iteration": 174459, "loss_fcos_cls": 0.2386270691640675, "loss_fcos_ctr": 0.6177179613150656, "loss_fcos_loc": 0.18231850943993777, "loss_mask": 0.26228155149146914, "loss_maskiou": 0.005487443049787544, "loss_sem_seg": 0.2826521235983819, "lr": 0.01, "mask_rcnn/accuracy": 0.8855803685110408, "mask_rcnn/false_negative": 0.11254172857859346, "mask_rcnn/false_positive": 0.11849216640956053, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 40.0, "time": 0.7267189724370837, "total_loss": 1.5723256582132308} {"data_time": 0.01017050538212061, "eta_seconds": 69153.43396527879, "iteration": 174479, "loss_fcos_cls": 0.23958001262508333, "loss_fcos_ctr": 0.6195602100342512, "loss_fcos_loc": 0.186362479114905, "loss_mask": 0.2521271063014865, "loss_maskiou": 0.00517650404071901, "loss_sem_seg": 0.28479893202893436, "lr": 0.01, "mask_rcnn/accuracy": 0.8736555728637938, "mask_rcnn/false_negative": 0.11013363908034676, "mask_rcnn/false_positive": 0.14869664164005714, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.722761133685708, "total_loss": 1.588159799870482} {"data_time": 0.009301356039941311, "eta_seconds": 69117.34187994432, "iteration": 174499, "loss_fcos_cls": 0.2538851252757013, "loss_fcos_ctr": 0.619966116733849, "loss_fcos_loc": 0.18703169864602387, "loss_mask": 0.25576257798820734, "loss_maskiou": 0.004855886574659962, "loss_sem_seg": 0.28067441447637975, "lr": 0.01, "mask_rcnn/accuracy": 0.8815916890295079, "mask_rcnn/false_negative": 0.08679245193423309, "mask_rcnn/false_positive": 0.1326037585035209, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.25, "time": 0.71268664393574, "total_loss": 1.6037818518088898} {"data_time": 0.009766366332769394, "eta_seconds": 69059.03879302181, "iteration": 174519, "loss_fcos_cls": 0.24393468676134944, "loss_fcos_ctr": 0.6172614712268114, "loss_fcos_loc": 0.19053052738308907, "loss_mask": 0.26860326901078224, "loss_maskiou": 0.0059114710202266, "loss_sem_seg": 0.25900126574561, "lr": 0.01, "mask_rcnn/accuracy": 0.8806606366199876, "mask_rcnn/false_negative": 0.09822634090964154, "mask_rcnn/false_positive": 0.12607907464912962, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7158052930608392, "total_loss": 1.620988763810601} {"data_time": 0.009306059218943119, "eta_seconds": 69070.743982655, "iteration": 174539, "loss_fcos_cls": 0.24427946750074625, "loss_fcos_ctr": 0.6169751631096005, "loss_fcos_loc": 0.181000184151344, "loss_mask": 0.26041694451123476, "loss_maskiou": 0.005665441101882607, "loss_sem_seg": 0.281122624874115, "lr": 0.01, "mask_rcnn/accuracy": 0.8871961902893025, "mask_rcnn/false_negative": 0.0811484481644138, "mask_rcnn/false_positive": 0.12151859870236636, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.25, "time": 0.72746049053967, "total_loss": 1.619474230450578} {"data_time": 0.009811408817768097, "eta_seconds": 69011.85488279443, "iteration": 174559, "loss_fcos_cls": 0.24651805544272065, "loss_fcos_ctr": 0.6188052939251065, "loss_fcos_loc": 0.18797688058111817, "loss_mask": 0.26820455119013786, "loss_maskiou": 0.006412877643015236, "loss_sem_seg": 0.2780620390549302, "lr": 0.01, "mask_rcnn/accuracy": 0.8698306320106736, "mask_rcnn/false_negative": 0.1032336645553752, "mask_rcnn/false_positive": 0.14063713929625038, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7188150659203529, "total_loss": 1.603068181371782} {"data_time": 0.009616488590836525, "eta_seconds": 69015.64228138514, "iteration": 174579, "loss_fcos_cls": 0.24448872811626643, "loss_fcos_ctr": 0.6185472402721643, "loss_fcos_loc": 0.18284620286431164, "loss_mask": 0.2584087383002043, "loss_maskiou": 0.005722485548176337, "loss_sem_seg": 0.2742841341532767, "lr": 0.01, "mask_rcnn/accuracy": 0.8911767881133644, "mask_rcnn/false_negative": 0.10055900085043291, "mask_rcnn/false_positive": 0.12190176570354466, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.0, "time": 0.7313512023538351, "total_loss": 1.578538385554566} {"data_time": 0.009945536963641644, "eta_seconds": 69044.9684578022, "iteration": 174599, "loss_fcos_cls": 0.23617574421223253, "loss_fcos_ctr": 0.6205778233706951, "loss_fcos_loc": 0.18821724451845512, "loss_mask": 0.2565314006060362, "loss_maskiou": 0.0053150670773902675, "loss_sem_seg": 0.24833826953545213, "lr": 0.01, "mask_rcnn/accuracy": 0.8948694477791117, "mask_rcnn/false_negative": 0.10467687260216951, "mask_rcnn/false_positive": 0.13528780687611694, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.75, "time": 0.7212436590343714, "total_loss": 1.5613954291657137} {"data_time": 0.010294675827026367, "eta_seconds": 68969.43907538988, "iteration": 174619, "loss_fcos_cls": 0.2523400684003718, "loss_fcos_ctr": 0.6176183959469199, "loss_fcos_loc": 0.19010638538748026, "loss_mask": 0.25967117259278893, "loss_maskiou": 0.005300639524648432, "loss_sem_seg": 0.2673981455154717, "lr": 0.01, "mask_rcnn/accuracy": 0.8958523141399417, "mask_rcnn/false_negative": 0.07586542843433991, "mask_rcnn/false_positive": 0.1352112983408638, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.7101677535101771, "total_loss": 1.5856177484165528} {"data_time": 0.009791850112378597, "eta_seconds": 68954.97719323821, "iteration": 174639, "loss_fcos_cls": 0.25860927696339786, "loss_fcos_ctr": 0.6189040122553706, "loss_fcos_loc": 0.1843347556423396, "loss_mask": 0.2528678444214165, "loss_maskiou": 0.004950978196575306, "loss_sem_seg": 0.2622750080190599, "lr": 0.01, "mask_rcnn/accuracy": 0.8726705657356342, "mask_rcnn/false_negative": 0.11560432561862694, "mask_rcnn/false_positive": 0.12714972771129235, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 23.25, "time": 0.7315535126253963, "total_loss": 1.556066324323183} {"data_time": 0.010503092780709267, "eta_seconds": 69001.54440451693, "iteration": 174659, "loss_fcos_cls": 0.24234018381685019, "loss_fcos_ctr": 0.621728140860796, "loss_fcos_loc": 0.1856012342032045, "loss_mask": 0.2646039081737399, "loss_maskiou": 0.00574731056985911, "loss_sem_seg": 0.2715685598086566, "lr": 0.01, "mask_rcnn/accuracy": 0.888732840624288, "mask_rcnn/false_negative": 0.09786306680020662, "mask_rcnn/false_positive": 0.1180020080489961, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 36.25, "time": 0.7510601431131363, "total_loss": 1.5787644294614438} {"data_time": 0.010553383268415928, "eta_seconds": 68920.87653818633, "iteration": 174679, "loss_fcos_cls": 0.24022856075316668, "loss_fcos_ctr": 0.6167255733162165, "loss_fcos_loc": 0.18802824430167675, "loss_mask": 0.260483811609447, "loss_maskiou": 0.004729036125354469, "loss_sem_seg": 0.2842308022081852, "lr": 0.01, "mask_rcnn/accuracy": 0.8897944419924534, "mask_rcnn/false_negative": 0.081454045700816, "mask_rcnn/false_positive": 0.11798675310499505, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 25.25, "time": 0.6897076675668359, "total_loss": 1.596637884118536} {"data_time": 0.009755721315741539, "eta_seconds": 68954.9760875227, "iteration": 174699, "loss_fcos_cls": 0.25201382930390537, "loss_fcos_ctr": 0.6196308089420199, "loss_fcos_loc": 0.19052518252283335, "loss_mask": 0.2520942138507962, "loss_maskiou": 0.005132031059474684, "loss_sem_seg": 0.26749698957428336, "lr": 0.01, "mask_rcnn/accuracy": 0.9061556826120278, "mask_rcnn/false_negative": 0.08036754297271415, "mask_rcnn/false_positive": 0.10752689311665542, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.0, "time": 0.7496569352224469, "total_loss": 1.6075060909424792} {"data_time": 0.00969188753515482, "eta_seconds": 68958.12035123166, "iteration": 174719, "loss_fcos_cls": 0.24565435945987701, "loss_fcos_ctr": 0.6205982915125787, "loss_fcos_loc": 0.19592028827173635, "loss_mask": 0.25950029119849205, "loss_maskiou": 0.005761614957009442, "loss_sem_seg": 0.27907697251066566, "lr": 0.01, "mask_rcnn/accuracy": 0.893671392607676, "mask_rcnn/false_negative": 0.08476404934703506, "mask_rcnn/false_positive": 0.12949900402632583, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.5, "time": 0.7209129324182868, "total_loss": 1.6055642105166044} {"data_time": 0.011010752990841866, "eta_seconds": 68888.13800130412, "iteration": 174739, "loss_fcos_cls": 0.2613841090351343, "loss_fcos_ctr": 0.6206500921398401, "loss_fcos_loc": 0.19266689650248736, "loss_mask": 0.26536008436232805, "loss_maskiou": 0.005551242509682197, "loss_sem_seg": 0.2696398035623133, "lr": 0.01, "mask_rcnn/accuracy": 0.8817192055393586, "mask_rcnn/false_negative": 0.08535969485233823, "mask_rcnn/false_positive": 0.1497260823408326, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.0, "time": 0.7144747506827116, "total_loss": 1.6108062261409941} {"data_time": 0.010656099766492844, "eta_seconds": 68885.45274647512, "iteration": 174759, "loss_fcos_cls": 0.25167490990133956, "loss_fcos_ctr": 0.6180116725154221, "loss_fcos_loc": 0.19129954278469086, "loss_mask": 0.2698937002569437, "loss_maskiou": 0.00572797003769665, "loss_sem_seg": 0.24572034925222397, "lr": 0.01, "mask_rcnn/accuracy": 0.8822800346553716, "mask_rcnn/false_negative": 0.10301799968865312, "mask_rcnn/false_positive": 0.13155065644709563, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.25, "time": 0.7317597940564156, "total_loss": 1.6101147181834676} {"data_time": 0.0113108791410923, "eta_seconds": 68903.48163964506, "iteration": 174779, "loss_fcos_cls": 0.251948703546077, "loss_fcos_ctr": 0.6190057992935181, "loss_fcos_loc": 0.19317159586353227, "loss_mask": 0.26182286301627755, "loss_maskiou": 0.005222083564149216, "loss_sem_seg": 0.26845507603138685, "lr": 0.01, "mask_rcnn/accuracy": 0.8994992260602872, "mask_rcnn/false_negative": 0.07849195919131713, "mask_rcnn/false_positive": 0.14101164547273293, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7249052161350846, "total_loss": 1.6068417705027969} {"data_time": 0.009977461770176888, "eta_seconds": 68844.74890943989, "iteration": 174799, "loss_fcos_cls": 0.22320576244965196, "loss_fcos_ctr": 0.6178528843447566, "loss_fcos_loc": 0.1893026556354016, "loss_mask": 0.26476188376545906, "loss_maskiou": 0.005387418219470419, "loss_sem_seg": 0.28995059756562114, "lr": 0.01, "mask_rcnn/accuracy": 0.8776889876829853, "mask_rcnn/false_negative": 0.08861294114607401, "mask_rcnn/false_positive": 0.14261821631781946, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.25, "time": 0.7052667802199721, "total_loss": 1.58638009011338} {"data_time": 0.009645882993936539, "eta_seconds": 68830.28587881848, "iteration": 174819, "loss_fcos_cls": 0.2478785584680736, "loss_fcos_ctr": 0.6190449092537165, "loss_fcos_loc": 0.1880008797161281, "loss_mask": 0.247601970564574, "loss_maskiou": 0.00530022419479792, "loss_sem_seg": 0.2760267145931721, "lr": 0.01, "mask_rcnn/accuracy": 0.8895764802631578, "mask_rcnn/false_negative": 0.08643962141325123, "mask_rcnn/false_positive": 0.1326703507788593, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7141907513141632, "total_loss": 1.6010750537752756} {"data_time": 0.010282381437718868, "eta_seconds": 68900.77880464308, "iteration": 174839, "loss_fcos_cls": 0.23752424109261483, "loss_fcos_ctr": 0.6164635336026549, "loss_fcos_loc": 0.18227014399599284, "loss_mask": 0.25348487216979265, "loss_maskiou": 0.005104452575324103, "loss_sem_seg": 0.29516189405694604, "lr": 0.01, "mask_rcnn/accuracy": 0.8978170694642997, "mask_rcnn/false_negative": 0.07556592182707829, "mask_rcnn/false_positive": 0.13659372858116162, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.75, "time": 0.7506286036223173, "total_loss": 1.6053071368805831} {"data_time": 0.010504084639251232, "eta_seconds": 68900.7109929258, "iteration": 174859, "loss_fcos_cls": 0.2537305220030248, "loss_fcos_ctr": 0.6181086646392941, "loss_fcos_loc": 0.19383704219944775, "loss_mask": 0.2747061187401414, "loss_maskiou": 0.005520606311620213, "loss_sem_seg": 0.3440386946313083, "lr": 0.01, "mask_rcnn/accuracy": 0.8671332046332046, "mask_rcnn/false_negative": 0.09731560469262601, "mask_rcnn/false_positive": 0.14370900025098424, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.25, "time": 0.7460056189447641, "total_loss": 1.6679306619043928} {"data_time": 0.010003359988331795, "eta_seconds": 68886.22707726527, "iteration": 174879, "loss_fcos_cls": 0.2393786865286529, "loss_fcos_ctr": 0.6195984305813909, "loss_fcos_loc": 0.18667819374240935, "loss_mask": 0.25900172209367156, "loss_maskiou": 0.005162853693036595, "loss_sem_seg": 0.27317104605026543, "lr": 0.01, "mask_rcnn/accuracy": 0.8767824183937141, "mask_rcnn/false_negative": 0.09268556390516437, "mask_rcnn/false_positive": 0.15010239425757088, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7217908073216677, "total_loss": 1.6006495028668724} {"data_time": 0.009935388341546059, "eta_seconds": 68829.96934731677, "iteration": 174899, "loss_fcos_cls": 0.253277703654021, "loss_fcos_ctr": 0.6162876505404711, "loss_fcos_loc": 0.18556451809126884, "loss_mask": 0.2671003448776901, "loss_maskiou": 0.005231787228694884, "loss_sem_seg": 0.277553093386814, "lr": 0.01, "mask_rcnn/accuracy": 0.8946724523142591, "mask_rcnn/false_negative": 0.10057238084571102, "mask_rcnn/false_positive": 0.10524778232144145, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 23.75, "time": 0.7091057924553752, "total_loss": 1.6159672304565902} {"data_time": 0.01043532695621252, "eta_seconds": 68815.49421680346, "iteration": 174919, "loss_fcos_cls": 0.257173303514719, "loss_fcos_ctr": 0.617755364626646, "loss_fcos_loc": 0.19179191649891436, "loss_mask": 0.2646004147827625, "loss_maskiou": 0.005321532917150762, "loss_sem_seg": 0.27423988189548254, "lr": 0.01, "mask_rcnn/accuracy": 0.8897398335872495, "mask_rcnn/false_negative": 0.09383970857049545, "mask_rcnn/false_positive": 0.13716972867288796, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.5, "time": 0.7219750890508294, "total_loss": 1.6011156177628436} {"data_time": 0.009941459633409977, "eta_seconds": 68820.41212061606, "iteration": 174939, "loss_fcos_cls": 0.2538703331374563, "loss_fcos_ctr": 0.6237227870151401, "loss_fcos_loc": 0.20162833365611732, "loss_mask": 0.2691866219975054, "loss_maskiou": 0.004988846689229831, "loss_sem_seg": 0.258289776975289, "lr": 0.01, "mask_rcnn/accuracy": 0.8786702819697483, "mask_rcnn/false_negative": 0.10351358559953491, "mask_rcnn/false_positive": 0.1297010425810709, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.7362454617395997, "total_loss": 1.6177982092194725} {"data_time": 0.009667415171861649, "eta_seconds": 68775.2373763118, "iteration": 174959, "loss_fcos_cls": 0.23040700249839574, "loss_fcos_ctr": 0.6169436108320951, "loss_fcos_loc": 0.17984979040920734, "loss_mask": 0.2548890197649598, "loss_maskiou": 0.005239757054368965, "loss_sem_seg": 0.2706333047244698, "lr": 0.01, "mask_rcnn/accuracy": 0.8668435457835404, "mask_rcnn/false_negative": 0.11326538120595069, "mask_rcnn/false_positive": 0.14845297145048947, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.0, "time": 0.7181244846433401, "total_loss": 1.6051693611370865} {"data_time": 0.010260987095534801, "eta_seconds": 68772.06882526353, "iteration": 174979, "loss_fcos_cls": 0.23674419103190303, "loss_fcos_ctr": 0.6181422416120768, "loss_fcos_loc": 0.18958985805511475, "loss_mask": 0.26070191245526075, "loss_maskiou": 0.005245316759101115, "loss_sem_seg": 0.23652778519317508, "lr": 0.01, "mask_rcnn/accuracy": 0.8844372263075271, "mask_rcnn/false_negative": 0.0980614690305012, "mask_rcnn/false_positive": 0.1653880513054901, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.5, "time": 0.7283565970137715, "total_loss": 1.5558617359856726} {"data_time": 0.011347033083438873, "eta_seconds": 68732.80255817994, "iteration": 174999, "loss_fcos_cls": 0.23792058369144797, "loss_fcos_ctr": 0.6203100765123963, "loss_fcos_loc": 0.18484427244402468, "loss_mask": 0.25484416633844376, "loss_maskiou": 0.005361942810850451, "loss_sem_seg": 0.2560334443114698, "lr": 0.01, "mask_rcnn/accuracy": 0.8992826541233199, "mask_rcnn/false_negative": 0.08722232918443744, "mask_rcnn/false_positive": 0.10131626117478729, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.5, "time": 0.7145162476226687, "total_loss": 1.5654291814716998} {"data_time": 0.010892819613218307, "eta_seconds": 68718.33264679834, "iteration": 175019, "loss_fcos_cls": 0.24620611884165555, "loss_fcos_ctr": 0.6185893770307302, "loss_fcos_loc": 0.18891688692383468, "loss_mask": 0.2677566036581993, "loss_maskiou": 0.005374887536163442, "loss_sem_seg": 0.28068033838644624, "lr": 0.01, "mask_rcnn/accuracy": 0.8818528304178814, "mask_rcnn/false_negative": 0.10076012152932359, "mask_rcnn/false_positive": 0.1466930944368924, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7312685735523701, "total_loss": 1.6170096066925908} {"data_time": 0.011862961575388908, "eta_seconds": 68687.00814611651, "iteration": 175039, "loss_fcos_cls": 0.2657605342101306, "loss_fcos_ctr": 0.6188125647604465, "loss_fcos_loc": 0.1765457757283002, "loss_mask": 0.25556511618196964, "loss_maskiou": 0.004824269606615417, "loss_sem_seg": 0.23613144736737013, "lr": 0.01, "mask_rcnn/accuracy": 0.8763290520923009, "mask_rcnn/false_negative": 0.09505110685070052, "mask_rcnn/false_positive": 0.12141618442244526, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.75, "time": 0.7221679771319032, "total_loss": 1.5435865492454468} {"data_time": 0.011160032823681831, "eta_seconds": 68654.7590561388, "iteration": 175059, "loss_fcos_cls": 0.25573997502215207, "loss_fcos_ctr": 0.6171557605266571, "loss_fcos_loc": 0.19467670924495906, "loss_mask": 0.26237377244979143, "loss_maskiou": 0.005186404523556121, "loss_sem_seg": 0.2538132108747959, "lr": 0.01, "mask_rcnn/accuracy": 0.8852595228432282, "mask_rcnn/false_negative": 0.09971590119145014, "mask_rcnn/false_positive": 0.16025857128653434, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 45.25, "time": 0.7203951310366392, "total_loss": 1.603885760083358} {"data_time": 0.011327985674142838, "eta_seconds": 68642.26648074016, "iteration": 175079, "loss_fcos_cls": 0.24770664586685598, "loss_fcos_ctr": 0.6189717361703515, "loss_fcos_loc": 0.19343747501261532, "loss_mask": 0.2541266204789281, "loss_maskiou": 0.00489322188514052, "loss_sem_seg": 0.26562104281038046, "lr": 0.01, "mask_rcnn/accuracy": 0.8825765200183062, "mask_rcnn/false_negative": 0.08794293183922391, "mask_rcnn/false_positive": 0.14291706259600986, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.7201825967058539, "total_loss": 1.58997875147179} {"data_time": 0.008497847244143486, "eta_seconds": 68625.83382507693, "iteration": 175099, "loss_fcos_cls": 0.23028600064571947, "loss_fcos_ctr": 0.6138136480003595, "loss_fcos_loc": 0.17444684403017163, "loss_mask": 0.25221745017915964, "loss_maskiou": 0.0053035911041661166, "loss_sem_seg": 0.2693976960144937, "lr": 0.01, "mask_rcnn/accuracy": 0.9076858868547419, "mask_rcnn/false_negative": 0.0855058457812474, "mask_rcnn/false_positive": 0.12163636894493249, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.75, "time": 0.7221959372982383, "total_loss": 1.5351249831001041} {"data_time": 0.010480120778083801, "eta_seconds": 68647.73739660624, "iteration": 175119, "loss_fcos_cls": 0.23990993842016906, "loss_fcos_ctr": 0.6187682640738785, "loss_fcos_loc": 0.18393195781391114, "loss_mask": 0.26400828547775745, "loss_maskiou": 0.005898144401726313, "loss_sem_seg": 0.27557985205203295, "lr": 0.01, "mask_rcnn/accuracy": 0.8791609530999631, "mask_rcnn/false_negative": 0.08907423219687029, "mask_rcnn/false_positive": 0.1331308067594447, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.75, "time": 0.7300966549664736, "total_loss": 1.5898016993014608} {"data_time": 0.009841036051511765, "eta_seconds": 68633.2671154337, "iteration": 175139, "loss_fcos_cls": 0.23197259358130395, "loss_fcos_ctr": 0.6201600702479482, "loss_fcos_loc": 0.19425965461414307, "loss_mask": 0.26274747028946877, "loss_maskiou": 0.005619873452815227, "loss_sem_seg": 0.25149386329576373, "lr": 0.01, "mask_rcnn/accuracy": 0.8930647431386347, "mask_rcnn/false_negative": 0.07937846217677005, "mask_rcnn/false_positive": 0.12203993828557402, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7314962707459927, "total_loss": 1.5961485530715436} {"data_time": 0.010690824128687382, "eta_seconds": 68584.41435825452, "iteration": 175159, "loss_fcos_cls": 0.23614185699261725, "loss_fcos_ctr": 0.6176018179394305, "loss_fcos_loc": 0.19392940495163202, "loss_mask": 0.26204436970874667, "loss_maskiou": 0.005321681819623336, "loss_sem_seg": 0.30272541800513864, "lr": 0.01, "mask_rcnn/accuracy": 0.8877253167750616, "mask_rcnn/false_negative": 0.1001489476505929, "mask_rcnn/false_positive": 0.11107427294873172, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.25, "time": 0.7199157131835818, "total_loss": 1.5974561247385282} {"data_time": 0.010073594748973846, "eta_seconds": 68604.32655308861, "iteration": 175179, "loss_fcos_cls": 0.24019766878336668, "loss_fcos_ctr": 0.620033759623766, "loss_fcos_loc": 0.18647713755490258, "loss_mask": 0.2678331723436713, "loss_maskiou": 0.0051491255799192, "loss_sem_seg": 0.26959888101555407, "lr": 0.01, "mask_rcnn/accuracy": 0.8769071368068798, "mask_rcnn/false_negative": 0.09306368876474116, "mask_rcnn/false_positive": 0.14760668650346914, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.5, "time": 0.7114270590245724, "total_loss": 1.5741358394298004} {"data_time": 0.010349296033382416, "eta_seconds": 68555.4882970117, "iteration": 175199, "loss_fcos_cls": 0.2529291902901605, "loss_fcos_ctr": 0.6179361436516047, "loss_fcos_loc": 0.18711939710192382, "loss_mask": 0.268790053203702, "loss_maskiou": 0.00608501485112356, "loss_sem_seg": 0.2990166903473437, "lr": 0.01, "mask_rcnn/accuracy": 0.8859071589161981, "mask_rcnn/false_negative": 0.08098377379391761, "mask_rcnn/false_positive": 0.14861889154818703, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 41.5, "time": 0.7191269975155592, "total_loss": 1.6425605225667823} {"data_time": 0.010287012904882431, "eta_seconds": 68556.81089180894, "iteration": 175219, "loss_fcos_cls": 0.23926725517958403, "loss_fcos_ctr": 0.6166470795869827, "loss_fcos_loc": 0.19026236422359943, "loss_mask": 0.27098786272108555, "loss_maskiou": 0.005452268596854992, "loss_sem_seg": 0.29257198702543974, "lr": 0.01, "mask_rcnn/accuracy": 0.8649932565239211, "mask_rcnn/false_negative": 0.10608244328412215, "mask_rcnn/false_positive": 0.15271937580363826, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.7275456143543124, "total_loss": 1.6396016366197728} {"data_time": 0.009551583789288998, "eta_seconds": 68520.84917402733, "iteration": 175239, "loss_fcos_cls": 0.24541435547871515, "loss_fcos_ctr": 0.6203060173429549, "loss_fcos_loc": 0.19529502862133086, "loss_mask": 0.2723194407299161, "loss_maskiou": 0.005332584289135411, "loss_sem_seg": 0.291057915892452, "lr": 0.01, "mask_rcnn/accuracy": 0.8833123621070049, "mask_rcnn/false_negative": 0.0936673981594433, "mask_rcnn/false_positive": 0.1468338603629809, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.25, "time": 0.7273461204022169, "total_loss": 1.610707497005933} {"data_time": 0.009695105254650116, "eta_seconds": 68510.13290082943, "iteration": 175259, "loss_fcos_cls": 0.25217892695218325, "loss_fcos_ctr": 0.6186081720516086, "loss_fcos_loc": 0.19571519759483635, "loss_mask": 0.2714627427048981, "loss_maskiou": 0.006313235979177989, "loss_sem_seg": 0.26757252286188304, "lr": 0.01, "mask_rcnn/accuracy": 0.8656036246916349, "mask_rcnn/false_negative": 0.10539438889461278, "mask_rcnn/false_positive": 0.1660963473176027, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.0, "time": 0.7232909658923745, "total_loss": 1.6164290841843467} {"data_time": 0.010764656588435173, "eta_seconds": 68467.2812040383, "iteration": 175279, "loss_fcos_cls": 0.23042011994402856, "loss_fcos_ctr": 0.6160699864849448, "loss_fcos_loc": 0.18439571128692478, "loss_mask": 0.25581712182611227, "loss_maskiou": 0.0054383934184443206, "loss_sem_seg": 0.2880021631717682, "lr": 0.01, "mask_rcnn/accuracy": 0.8759795142224513, "mask_rcnn/false_negative": 0.09353102026181563, "mask_rcnn/false_positive": 0.14243193173956425, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.6884921016171575, "total_loss": 1.5819492826267378} {"data_time": 0.009193823672831059, "eta_seconds": 68472.27285453491, "iteration": 175299, "loss_fcos_cls": 0.2557683605700731, "loss_fcos_ctr": 0.6217537866905332, "loss_fcos_loc": 0.1925388986710459, "loss_mask": 0.274084297940135, "loss_maskiou": 0.0052868653438054025, "loss_sem_seg": 0.2723879939876497, "lr": 0.01, "mask_rcnn/accuracy": 0.8945038751969288, "mask_rcnn/false_negative": 0.07908021641391749, "mask_rcnn/false_positive": 0.13026901002994273, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.742594325914979, "total_loss": 1.6219323054901906} {"data_time": 0.01005766075104475, "eta_seconds": 68406.50375968311, "iteration": 175319, "loss_fcos_cls": 0.2495209244079888, "loss_fcos_ctr": 0.617912027053535, "loss_fcos_loc": 0.19002542190719396, "loss_mask": 0.2526486136484891, "loss_maskiou": 0.0049931192570511485, "loss_sem_seg": 0.27972578909248114, "lr": 0.01, "mask_rcnn/accuracy": 0.8743596681096681, "mask_rcnn/false_negative": 0.09912600493499787, "mask_rcnn/false_positive": 0.12384084037321894, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.25, "time": 0.7044133935123682, "total_loss": 1.602597301636706} {"data_time": 0.010411842726171017, "eta_seconds": 68430.94756023679, "iteration": 175339, "loss_fcos_cls": 0.23858676454983652, "loss_fcos_ctr": 0.6191293415613472, "loss_fcos_loc": 0.1922672267537564, "loss_mask": 0.26439667865633965, "loss_maskiou": 0.005532618022698443, "loss_sem_seg": 0.3103913217782974, "lr": 0.01, "mask_rcnn/accuracy": 0.8665365158509291, "mask_rcnn/false_negative": 0.08744754960040023, "mask_rcnn/false_positive": 0.17340131894242503, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7477592164650559, "total_loss": 1.6384230122639565} {"data_time": 0.009977278299629688, "eta_seconds": 68416.48945234437, "iteration": 175359, "loss_fcos_cls": 0.24398278584703803, "loss_fcos_ctr": 0.6187147498130798, "loss_fcos_loc": 0.199442122830078, "loss_mask": 0.2678493121638894, "loss_maskiou": 0.0053801307221874595, "loss_sem_seg": 0.29997281450778246, "lr": 0.01, "mask_rcnn/accuracy": 0.8683754064812739, "mask_rcnn/false_negative": 0.11009977965214943, "mask_rcnn/false_positive": 0.13134065735747663, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.75, "time": 0.7304491242393851, "total_loss": 1.627453037610394} {"data_time": 0.010127578862011433, "eta_seconds": 68378.54497767799, "iteration": 175379, "loss_fcos_cls": 0.2300472999631893, "loss_fcos_ctr": 0.6169741381891072, "loss_fcos_loc": 0.19745995267294347, "loss_mask": 0.26211953535676, "loss_maskiou": 0.004954479431034997, "loss_sem_seg": 0.24733883631415665, "lr": 0.01, "mask_rcnn/accuracy": 0.8829645416160194, "mask_rcnn/false_negative": 0.10386886214730681, "mask_rcnn/false_positive": 0.14832896831740192, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 33.5, "time": 0.714345614425838, "total_loss": 1.5696236572330236} {"data_time": 0.008962185122072697, "eta_seconds": 68401.6856546849, "iteration": 175399, "loss_fcos_cls": 0.25737780309282243, "loss_fcos_ctr": 0.616739812772721, "loss_fcos_loc": 0.1842761383159086, "loss_mask": 0.25739671383053064, "loss_maskiou": 0.005814582895254716, "loss_sem_seg": 0.2893432853743434, "lr": 0.01, "mask_rcnn/accuracy": 0.8726047104888468, "mask_rcnn/false_negative": 0.11618553043253879, "mask_rcnn/false_positive": 0.14699784744905114, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 37.5, "time": 0.73716058768332, "total_loss": 1.6152443643732113} {"data_time": 0.010265801101922989, "eta_seconds": 68410.89170632884, "iteration": 175419, "loss_fcos_cls": 0.2567512666573748, "loss_fcos_ctr": 0.6185576375573874, "loss_fcos_loc": 0.19213701476110145, "loss_mask": 0.2582501722499728, "loss_maskiou": 0.004694457042205613, "loss_sem_seg": 0.27984402887523174, "lr": 0.01, "mask_rcnn/accuracy": 0.8671314948098869, "mask_rcnn/false_negative": 0.10370024318442952, "mask_rcnn/false_positive": 0.14243217657048185, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7287767138332129, "total_loss": 1.6249081860878505} {"data_time": 0.010099794715642929, "eta_seconds": 68416.21289784554, "iteration": 175439, "loss_fcos_cls": 0.24408347625285387, "loss_fcos_ctr": 0.6170936543494463, "loss_fcos_loc": 0.18234213045798242, "loss_mask": 0.2492895000614226, "loss_maskiou": 0.005191978852963075, "loss_sem_seg": 0.25633236195426434, "lr": 0.01, "mask_rcnn/accuracy": 0.8964846117902607, "mask_rcnn/false_negative": 0.0752925039493658, "mask_rcnn/false_positive": 0.1204653044554613, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.5, "time": 0.7125029880553484, "total_loss": 1.5401862443322898} {"data_time": 0.010307308286428452, "eta_seconds": 68402.96886350214, "iteration": 175459, "loss_fcos_cls": 0.2508297971216962, "loss_fcos_ctr": 0.6173825268633664, "loss_fcos_loc": 0.18979097646661103, "loss_mask": 0.26743915770202875, "loss_maskiou": 0.0055115438262873795, "loss_sem_seg": 0.2989374794997275, "lr": 0.01, "mask_rcnn/accuracy": 0.8761940890888376, "mask_rcnn/false_negative": 0.07790775164150136, "mask_rcnn/false_positive": 0.1418034243083927, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7251245500519872, "total_loss": 1.6194515026727458} {"data_time": 0.010286078788340092, "eta_seconds": 68399.74304043688, "iteration": 175479, "loss_fcos_cls": 0.25179141107946634, "loss_fcos_ctr": 0.6169632067903876, "loss_fcos_loc": 0.19736440968699753, "loss_mask": 0.2661093780770898, "loss_maskiou": 0.005558427787036635, "loss_sem_seg": 0.23510056920349598, "lr": 0.01, "mask_rcnn/accuracy": 0.8755381058673469, "mask_rcnn/false_negative": 0.09165781423674349, "mask_rcnn/false_positive": 0.160020403067622, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.0, "time": 0.7234258456155658, "total_loss": 1.5760659011430107} {"data_time": 0.00975833646953106, "eta_seconds": 68398.13529201504, "iteration": 175499, "loss_fcos_cls": 0.24555979273281991, "loss_fcos_ctr": 0.6215842836536467, "loss_fcos_loc": 0.19734625308774412, "loss_mask": 0.27459834702312946, "loss_maskiou": 0.0051636687203426845, "loss_sem_seg": 0.2642112015746534, "lr": 0.01, "mask_rcnn/accuracy": 0.8919172932330828, "mask_rcnn/false_negative": 0.10620676212687491, "mask_rcnn/false_positive": 0.11053612066172452, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.0, "time": 0.7191815664991736, "total_loss": 1.5957130966417026} {"data_time": 0.008592018857598305, "eta_seconds": 68359.55724175274, "iteration": 175519, "loss_fcos_cls": 0.24021189659833908, "loss_fcos_ctr": 0.6196133699268103, "loss_fcos_loc": 0.18471546529326588, "loss_mask": 0.2582066413015127, "loss_maskiou": 0.005575131101068109, "loss_sem_seg": 0.2588783872779459, "lr": 0.01, "mask_rcnn/accuracy": 0.8812586374995267, "mask_rcnn/false_negative": 0.10742795744157539, "mask_rcnn/false_positive": 0.12199316858635935, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.0, "time": 0.7161376122385263, "total_loss": 1.5701150486784172} {"data_time": 0.010181848891079426, "eta_seconds": 68343.86149198283, "iteration": 175539, "loss_fcos_cls": 0.24669237551279366, "loss_fcos_ctr": 0.6145931137725711, "loss_fcos_loc": 0.17912962078116834, "loss_mask": 0.26514506433159113, "loss_maskiou": 0.00568293495416583, "loss_sem_seg": 0.27960331086069345, "lr": 0.01, "mask_rcnn/accuracy": 0.901011005363684, "mask_rcnn/false_negative": 0.08006529366363388, "mask_rcnn/false_positive": 0.10990316226646372, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.5, "time": 0.722309060394764, "total_loss": 1.5900055122965568} {"data_time": 0.009487029165029526, "eta_seconds": 68341.8513608817, "iteration": 175559, "loss_fcos_cls": 0.2545525785535574, "loss_fcos_ctr": 0.617422210983932, "loss_fcos_loc": 0.19555662013590336, "loss_mask": 0.25970442686229944, "loss_maskiou": 0.0053917718469165266, "loss_sem_seg": 0.30180656211450696, "lr": 0.01, "mask_rcnn/accuracy": 0.8862440809657196, "mask_rcnn/false_negative": 0.10062547006704722, "mask_rcnn/false_positive": 0.10598657639703346, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7346292128786445, "total_loss": 1.61544256687921} {"data_time": 0.010177592746913433, "eta_seconds": 68312.63440713566, "iteration": 175579, "loss_fcos_cls": 0.2579245516099036, "loss_fcos_ctr": 0.6189560759812593, "loss_fcos_loc": 0.18603371002245694, "loss_mask": 0.2487979750148952, "loss_maskiou": 0.005570822599111125, "loss_sem_seg": 0.3012619544751942, "lr": 0.01, "mask_rcnn/accuracy": 0.8963006761409018, "mask_rcnn/false_negative": 0.07798182842600573, "mask_rcnn/false_positive": 0.11030179423547526, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7220764541998506, "total_loss": 1.6326888174080523} {"data_time": 0.009431276470422745, "eta_seconds": 68321.77035901789, "iteration": 175599, "loss_fcos_cls": 0.2594934478402138, "loss_fcos_ctr": 0.6195603432133794, "loss_fcos_loc": 0.18625026592053473, "loss_mask": 0.26036165468394756, "loss_maskiou": 0.005544186991755851, "loss_sem_seg": 0.3062863149680197, "lr": 0.01, "mask_rcnn/accuracy": 0.8927935038049455, "mask_rcnn/false_negative": 0.10621658892276997, "mask_rcnn/false_positive": 0.12316836718038787, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7351011820137501, "total_loss": 1.6365394965250744} {"data_time": 0.010939170606434345, "eta_seconds": 68311.28143612947, "iteration": 175619, "loss_fcos_cls": 0.24018525844439864, "loss_fcos_ctr": 0.6197595363482833, "loss_fcos_loc": 0.1898091291077435, "loss_mask": 0.2643041294068098, "loss_maskiou": 0.00559508592414204, "loss_sem_seg": 0.26235523307695985, "lr": 0.01, "mask_rcnn/accuracy": 0.876438075230092, "mask_rcnn/false_negative": 0.10568457350215998, "mask_rcnn/false_positive": 0.14618943070501297, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.721566304564476, "total_loss": 1.605071907826641} {"data_time": 0.009958076290786266, "eta_seconds": 68292.82076299284, "iteration": 175639, "loss_fcos_cls": 0.2495764116756618, "loss_fcos_ctr": 0.6156326280906796, "loss_fcos_loc": 0.18192532565444708, "loss_mask": 0.25449582654982805, "loss_maskiou": 0.0055468116770498455, "loss_sem_seg": 0.2847013045102358, "lr": 0.01, "mask_rcnn/accuracy": 0.8893414262256627, "mask_rcnn/false_negative": 0.08408922457316093, "mask_rcnn/false_positive": 0.1427469392938982, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.0, "time": 0.7256873873993754, "total_loss": 1.6093387057626387} {"data_time": 0.010010497644543648, "eta_seconds": 68254.75521974545, "iteration": 175659, "loss_fcos_cls": 0.2529255636036396, "loss_fcos_ctr": 0.6189234647899866, "loss_fcos_loc": 0.18482903204858303, "loss_mask": 0.25642367638647556, "loss_maskiou": 0.00602329592948081, "loss_sem_seg": 0.3152672331780195, "lr": 0.01, "mask_rcnn/accuracy": 0.8927056760204082, "mask_rcnn/false_negative": 0.08505660607334475, "mask_rcnn/false_positive": 0.14362209656328967, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7149297529831529, "total_loss": 1.63031150020106} {"data_time": 0.010450365021824837, "eta_seconds": 68271.45924488362, "iteration": 175679, "loss_fcos_cls": 0.23143956763669848, "loss_fcos_ctr": 0.6167212417349219, "loss_fcos_loc": 0.18500382266938686, "loss_mask": 0.25513071939349174, "loss_maskiou": 0.004887614129984286, "loss_sem_seg": 0.2573987082578242, "lr": 0.01, "mask_rcnn/accuracy": 0.8882661057225305, "mask_rcnn/false_negative": 0.0835940712781454, "mask_rcnn/false_positive": 0.13300930995990848, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7250232137739658, "total_loss": 1.5605287522485014} {"data_time": 0.01013664249330759, "eta_seconds": 68193.8137287451, "iteration": 175699, "loss_fcos_cls": 0.2518596414010972, "loss_fcos_ctr": 0.6204825649037957, "loss_fcos_loc": 0.19099440961144865, "loss_mask": 0.26235176529735327, "loss_maskiou": 0.005535591739317169, "loss_sem_seg": 0.2813464570790529, "lr": 0.01, "mask_rcnn/accuracy": 0.8854184382086168, "mask_rcnn/false_negative": 0.09663028908757997, "mask_rcnn/false_positive": 0.12168870136512525, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 38.0, "time": 0.6989238187670708, "total_loss": 1.6037329199862143} {"data_time": 0.010572885163128376, "eta_seconds": 68169.03254543245, "iteration": 175719, "loss_fcos_cls": 0.23827085248194635, "loss_fcos_ctr": 0.6194159975275397, "loss_fcos_loc": 0.1879144669510424, "loss_mask": 0.2600694075226784, "loss_maskiou": 0.005001727840863168, "loss_sem_seg": 0.29899537237361073, "lr": 0.01, "mask_rcnn/accuracy": 0.8763441223050067, "mask_rcnn/false_negative": 0.09884628957379898, "mask_rcnn/false_positive": 0.1383812872975277, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.6970276581123471, "total_loss": 1.61694261917728} {"data_time": 0.009693887084722519, "eta_seconds": 68164.88770941179, "iteration": 175739, "loss_fcos_cls": 0.25211989460512996, "loss_fcos_ctr": 0.619586642831564, "loss_fcos_loc": 0.18852288147900254, "loss_mask": 0.25938898604363203, "loss_maskiou": 0.005210632807575166, "loss_sem_seg": 0.26607619237620384, "lr": 0.01, "mask_rcnn/accuracy": 0.906554015983293, "mask_rcnn/false_negative": 0.08433954703449323, "mask_rcnn/false_positive": 0.11070572976420578, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7304119421169162, "total_loss": 1.5850693352913368} {"data_time": 0.010897028259932995, "eta_seconds": 68140.11090372503, "iteration": 175759, "loss_fcos_cls": 0.2497299392707646, "loss_fcos_ctr": 0.6217505838721991, "loss_fcos_loc": 0.1942274842876941, "loss_mask": 0.2738161305896938, "loss_maskiou": 0.004725990533188451, "loss_sem_seg": 0.26584626827389, "lr": 0.01, "mask_rcnn/accuracy": 0.8727487477534005, "mask_rcnn/false_negative": 0.1041490465941643, "mask_rcnn/false_positive": 0.1469059088484672, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.75, "time": 0.713968955911696, "total_loss": 1.6191560710394697} {"data_time": 0.010070929303765297, "eta_seconds": 68104.27458646987, "iteration": 175779, "loss_fcos_cls": 0.24033667100593448, "loss_fcos_ctr": 0.6193165238946676, "loss_fcos_loc": 0.18661794275976717, "loss_mask": 0.2600330198183656, "loss_maskiou": 0.005565839062910527, "loss_sem_seg": 0.25556978303939104, "lr": 0.01, "mask_rcnn/accuracy": 0.874560358180831, "mask_rcnn/false_negative": 0.0943706653494246, "mask_rcnn/false_positive": 0.15277715925127616, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.0, "time": 0.7014878401532769, "total_loss": 1.537273476125847} {"data_time": 0.009421494789421558, "eta_seconds": 68118.5890646223, "iteration": 175799, "loss_fcos_cls": 0.25674667791463435, "loss_fcos_ctr": 0.6204578252509236, "loss_fcos_loc": 0.18952752428594977, "loss_mask": 0.2677639899775386, "loss_maskiou": 0.0053044384985696524, "loss_sem_seg": 0.27526759379543364, "lr": 0.01, "mask_rcnn/accuracy": 0.8923582480130099, "mask_rcnn/false_negative": 0.090649204113358, "mask_rcnn/false_positive": 0.11751231107816859, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.0, "time": 0.7297701695933938, "total_loss": 1.6185984533603914} {"data_time": 0.01086615864187479, "eta_seconds": 68104.12667270191, "iteration": 175819, "loss_fcos_cls": 0.23161963711027056, "loss_fcos_ctr": 0.6215220335870981, "loss_fcos_loc": 0.18608428537845612, "loss_mask": 0.2683484898880124, "loss_maskiou": 0.005734302845667116, "loss_sem_seg": 0.2771626953035593, "lr": 0.01, "mask_rcnn/accuracy": 0.8823756197394212, "mask_rcnn/false_negative": 0.08494512846001591, "mask_rcnn/false_positive": 0.13525410474382535, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.25, "time": 0.7188893659040332, "total_loss": 1.5730941488509416} {"data_time": 0.010235568508505821, "eta_seconds": 68039.15764582716, "iteration": 175839, "loss_fcos_cls": 0.24563050479628146, "loss_fcos_ctr": 0.6208834145218134, "loss_fcos_loc": 0.19121610117144883, "loss_mask": 0.267051356844604, "loss_maskiou": 0.005599076808721293, "loss_sem_seg": 0.29583225632086396, "lr": 0.01, "mask_rcnn/accuracy": 0.8637371625661188, "mask_rcnn/false_negative": 0.10091302233565627, "mask_rcnn/false_positive": 0.14968360456956964, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7178036896511912, "total_loss": 1.6213006021280307} {"data_time": 0.010218635201454163, "eta_seconds": 67981.00300750881, "iteration": 175859, "loss_fcos_cls": 0.24437268124893308, "loss_fcos_ctr": 0.6210590042173862, "loss_fcos_loc": 0.1916885735699907, "loss_mask": 0.26527725951746106, "loss_maskiou": 0.005460593438328942, "loss_sem_seg": 0.26119249733164907, "lr": 0.01, "mask_rcnn/accuracy": 0.8729877043985297, "mask_rcnn/false_negative": 0.0919106346420371, "mask_rcnn/false_positive": 0.15014378270620482, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.711973543278873, "total_loss": 1.5951291840683552} {"data_time": 0.009493366815149784, "eta_seconds": 67942.9259306984, "iteration": 175879, "loss_fcos_cls": 0.22840948984958231, "loss_fcos_ctr": 0.6191104757599533, "loss_fcos_loc": 0.1881052745738998, "loss_mask": 0.2713579498231411, "loss_maskiou": 0.005555979136261158, "loss_sem_seg": 0.2912982855923474, "lr": 0.01, "mask_rcnn/accuracy": 0.8920020001356024, "mask_rcnn/false_negative": 0.09155903580716226, "mask_rcnn/false_positive": 0.1067016533464443, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.75, "time": 0.7111610928550363, "total_loss": 1.5874486804023036} {"data_time": 0.010648445226252079, "eta_seconds": 67952.11824826151, "iteration": 175899, "loss_fcos_cls": 0.24611446750350296, "loss_fcos_ctr": 0.6197031587362289, "loss_fcos_loc": 0.19011547951959074, "loss_mask": 0.2564475806429982, "loss_maskiou": 0.005885734266485088, "loss_sem_seg": 0.25695630768314004, "lr": 0.01, "mask_rcnn/accuracy": 0.8767146144171954, "mask_rcnn/false_negative": 0.09807011190310924, "mask_rcnn/false_positive": 0.15358395976449618, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.25, "time": 0.7149228407070041, "total_loss": 1.5856721795607882} {"data_time": 0.011157123371958733, "eta_seconds": 67973.00704697613, "iteration": 175919, "loss_fcos_cls": 0.25451515824534, "loss_fcos_ctr": 0.6216113399714231, "loss_fcos_loc": 0.19436131173279136, "loss_mask": 0.2623085016384721, "loss_maskiou": 0.0057762620999710634, "loss_sem_seg": 0.2540364610031247, "lr": 0.01, "mask_rcnn/accuracy": 0.9019150371898712, "mask_rcnn/false_negative": 0.07200361094298184, "mask_rcnn/false_positive": 0.13841163474515697, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.7386507699266076, "total_loss": 1.6045317255775444} {"data_time": 0.009350678883492947, "eta_seconds": 67949.66310115159, "iteration": 175939, "loss_fcos_cls": 0.2451888113282621, "loss_fcos_ctr": 0.6176001960411668, "loss_fcos_loc": 0.18769937113393098, "loss_mask": 0.25580644235014915, "loss_maskiou": 0.005295722476148512, "loss_sem_seg": 0.23984198411926627, "lr": 0.01, "mask_rcnn/accuracy": 0.8901371107449191, "mask_rcnn/false_negative": 0.08562071030149976, "mask_rcnn/false_positive": 0.14613807026313536, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7160846358165145, "total_loss": 1.572649410336453} {"data_time": 0.010714180767536163, "eta_seconds": 67935.21510185301, "iteration": 175959, "loss_fcos_cls": 0.2441103917080909, "loss_fcos_ctr": 0.6186404167674482, "loss_fcos_loc": 0.18919268320314586, "loss_mask": 0.2583705158904195, "loss_maskiou": 0.005639039241941646, "loss_sem_seg": 0.2720406102016568, "lr": 0.01, "mask_rcnn/accuracy": 0.8933985140666436, "mask_rcnn/false_negative": 0.08307485495249717, "mask_rcnn/false_positive": 0.12142803161900634, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7181273996829987, "total_loss": 1.602914621544187} {"data_time": 0.010565556585788727, "eta_seconds": 67926.05114488024, "iteration": 175979, "loss_fcos_cls": 0.24262854980770499, "loss_fcos_ctr": 0.6166652040556073, "loss_fcos_loc": 0.1765092182904482, "loss_mask": 0.25695124082267284, "loss_maskiou": 0.005315901304129511, "loss_sem_seg": 0.23843749589286745, "lr": 0.01, "mask_rcnn/accuracy": 0.8956318204365079, "mask_rcnn/false_negative": 0.08033494200046762, "mask_rcnn/false_positive": 0.1352941188958243, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.7273541036993265, "total_loss": 1.5661439218456508} {"data_time": 0.0105210542678833, "eta_seconds": 67929.89617806766, "iteration": 175999, "loss_fcos_cls": 0.23664688738062978, "loss_fcos_ctr": 0.6192188356071711, "loss_fcos_loc": 0.18470679689198732, "loss_mask": 0.26365867536515, "loss_maskiou": 0.005323162335116649, "loss_sem_seg": 0.23866082215681672, "lr": 0.01, "mask_rcnn/accuracy": 0.8814477040816326, "mask_rcnn/false_negative": 0.10243777874951748, "mask_rcnn/false_positive": 0.13602507526194174, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.5, "time": 0.7294908631592989, "total_loss": 1.5531170952599496} {"data_time": 0.009978852234780788, "eta_seconds": 67883.8984785676, "iteration": 176019, "loss_fcos_cls": 0.23504546901676804, "loss_fcos_ctr": 0.6177235990762711, "loss_fcos_loc": 0.17908854642882943, "loss_mask": 0.2569935452193022, "loss_maskiou": 0.0054028404847485945, "loss_sem_seg": 0.26225185906514525, "lr": 0.01, "mask_rcnn/accuracy": 0.8808916423712343, "mask_rcnn/false_negative": 0.08786733885611508, "mask_rcnn/false_positive": 0.15507659115067526, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 38.5, "time": 0.7069863881915808, "total_loss": 1.5471697613684228} {"data_time": 0.010266285389661789, "eta_seconds": 67886.30770443473, "iteration": 176039, "loss_fcos_cls": 0.24145309440791607, "loss_fcos_ctr": 0.6195943327620625, "loss_fcos_loc": 0.18979027238674462, "loss_mask": 0.2638584394007921, "loss_maskiou": 0.00476578192319721, "loss_sem_seg": 0.27334639290347695, "lr": 0.01, "mask_rcnn/accuracy": 0.8892490790782717, "mask_rcnn/false_negative": 0.08244890895568759, "mask_rcnn/false_positive": 0.11860424651962276, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7336360327899456, "total_loss": 1.5726869711070322} {"data_time": 0.010756379924714565, "eta_seconds": 67930.57796965726, "iteration": 176059, "loss_fcos_cls": 0.24542196793481708, "loss_fcos_ctr": 0.6173540134914219, "loss_fcos_loc": 0.18853756884345785, "loss_mask": 0.24277052842080593, "loss_maskiou": 0.00462465451710159, "loss_sem_seg": 0.2549679186195135, "lr": 0.01, "mask_rcnn/accuracy": 0.8636767409886033, "mask_rcnn/false_negative": 0.09277666252195191, "mask_rcnn/false_positive": 0.13767651283729726, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 35.25, "time": 0.7394374720752239, "total_loss": 1.5591284295005607} {"data_time": 0.010423009283840656, "eta_seconds": 67916.11557773687, "iteration": 176079, "loss_fcos_cls": 0.24613751587457955, "loss_fcos_ctr": 0.6206309907138348, "loss_fcos_loc": 0.1870080593507737, "loss_mask": 0.2563076764345169, "loss_maskiou": 0.005168422103452031, "loss_sem_seg": 0.28565001487731934, "lr": 0.01, "mask_rcnn/accuracy": 0.893406320861678, "mask_rcnn/false_negative": 0.10350053305968385, "mask_rcnn/false_positive": 0.11502605719390074, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.5, "time": 0.7199696097522974, "total_loss": 1.5943790574965533} {"data_time": 0.010563294403254986, "eta_seconds": 67935.31892925128, "iteration": 176099, "loss_fcos_cls": 0.2365636439062655, "loss_fcos_ctr": 0.6193307498469949, "loss_fcos_loc": 0.18213184317573905, "loss_mask": 0.26468182634562254, "loss_maskiou": 0.005136409614351578, "loss_sem_seg": 0.25248547876253724, "lr": 0.01, "mask_rcnn/accuracy": 0.8983623891108663, "mask_rcnn/false_negative": 0.0835465852223812, "mask_rcnn/false_positive": 0.12583143267043206, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.7404572367668152, "total_loss": 1.5630166533446754} {"data_time": 0.009807243011891842, "eta_seconds": 67877.32444862835, "iteration": 176119, "loss_fcos_cls": 0.2313059875741601, "loss_fcos_ctr": 0.6192966476082802, "loss_fcos_loc": 0.18711041496135294, "loss_mask": 0.2577550271525979, "loss_maskiou": 0.00525756023125723, "loss_sem_seg": 0.26481616077944636, "lr": 0.01, "mask_rcnn/accuracy": 0.8807730463980464, "mask_rcnn/false_negative": 0.08080391497998528, "mask_rcnn/false_positive": 0.1497056838312791, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 28.0, "time": 0.7064006272703409, "total_loss": 1.616621593576383} {"data_time": 0.0094843041151762, "eta_seconds": 67838.13519170322, "iteration": 176139, "loss_fcos_cls": 0.24400504666846246, "loss_fcos_ctr": 0.6207816293463111, "loss_fcos_loc": 0.1886004478437826, "loss_mask": 0.26308739837259054, "loss_maskiou": 0.0052765650252695195, "loss_sem_seg": 0.263733034953475, "lr": 0.01, "mask_rcnn/accuracy": 0.8986531047077921, "mask_rcnn/false_negative": 0.10183292492879688, "mask_rcnn/false_positive": 0.1242960442877953, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.25, "time": 0.7326967967674136, "total_loss": 1.5762695946077656} {"data_time": 0.010704883374273777, "eta_seconds": 67823.68017094024, "iteration": 176159, "loss_fcos_cls": 0.2392696202150546, "loss_fcos_ctr": 0.619530719704926, "loss_fcos_loc": 0.1899815449723974, "loss_mask": 0.2506410349160433, "loss_maskiou": 0.0058776274399860995, "loss_sem_seg": 0.2687162705697119, "lr": 0.01, "mask_rcnn/accuracy": 0.9036269749835418, "mask_rcnn/false_negative": 0.10121901261421928, "mask_rcnn/false_positive": 0.1024147636113072, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.5, "time": 0.7207773122936487, "total_loss": 1.5941056143055903} {"data_time": 0.010774707421660423, "eta_seconds": 67809.22515017726, "iteration": 176179, "loss_fcos_cls": 0.24429481429979205, "loss_fcos_ctr": 0.6189730260521173, "loss_fcos_loc": 0.1910474692704156, "loss_mask": 0.25671645253896713, "loss_maskiou": 0.0053239869739627466, "loss_sem_seg": 0.25874907663092017, "lr": 0.01, "mask_rcnn/accuracy": 0.8732882269266495, "mask_rcnn/false_negative": 0.10257618618685421, "mask_rcnn/false_positive": 0.1504136457807196, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7097142962738872, "total_loss": 1.5776493967568967} {"data_time": 0.01136260386556387, "eta_seconds": 67794.77012941428, "iteration": 176199, "loss_fcos_cls": 0.23599481920246035, "loss_fcos_ctr": 0.6186713241040707, "loss_fcos_loc": 0.18461946095339954, "loss_mask": 0.2529800198972225, "loss_maskiou": 0.005532836315978784, "loss_sem_seg": 0.29717606911435723, "lr": 0.01, "mask_rcnn/accuracy": 0.8800827061593869, "mask_rcnn/false_negative": 0.09311148604434459, "mask_rcnn/false_positive": 0.12748114797779136, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.75, "time": 0.7220724141225219, "total_loss": 1.5943767438548093} {"data_time": 0.009884046390652657, "eta_seconds": 67795.94099820219, "iteration": 176219, "loss_fcos_cls": 0.22929918742738664, "loss_fcos_ctr": 0.6193584958091378, "loss_fcos_loc": 0.1854253854835406, "loss_mask": 0.2557181613519788, "loss_maskiou": 0.005432697769720107, "loss_sem_seg": 0.25060951383784413, "lr": 0.01, "mask_rcnn/accuracy": 0.8784881809866804, "mask_rcnn/false_negative": 0.09358210022584201, "mask_rcnn/false_positive": 0.15582854033949337, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 40.0, "time": 0.7358668558299541, "total_loss": 1.5643355815955147} {"data_time": 0.010382112115621567, "eta_seconds": 67765.86008788832, "iteration": 176239, "loss_fcos_cls": 0.24843059515114874, "loss_fcos_ctr": 0.6166003928519785, "loss_fcos_loc": 0.18105224333703518, "loss_mask": 0.25104329362511635, "loss_maskiou": 0.00495941360713914, "loss_sem_seg": 0.27223875699564815, "lr": 0.01, "mask_rcnn/accuracy": 0.9032167520687929, "mask_rcnn/false_negative": 0.06678486160895278, "mask_rcnn/false_positive": 0.1368175454283668, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 30.75, "time": 0.7255953531712294, "total_loss": 1.5764281265437603} {"data_time": 0.010291931219398975, "eta_seconds": 67751.40506712534, "iteration": 176259, "loss_fcos_cls": 0.23515477520413697, "loss_fcos_ctr": 0.6189092136919498, "loss_fcos_loc": 0.19126218953169882, "loss_mask": 0.2702999380417168, "loss_maskiou": 0.005819909158162773, "loss_sem_seg": 0.259760724613443, "lr": 0.01, "mask_rcnn/accuracy": 0.8835611837820234, "mask_rcnn/false_negative": 0.09189312684980859, "mask_rcnn/false_positive": 0.11943245538580641, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.0, "time": 0.7288266271352768, "total_loss": 1.578447046418205} {"data_time": 0.009524005465209484, "eta_seconds": 67788.3822534103, "iteration": 176279, "loss_fcos_cls": 0.23333155014552176, "loss_fcos_ctr": 0.6193997291848063, "loss_fcos_loc": 0.18471694830805063, "loss_mask": 0.2627925416454673, "loss_maskiou": 0.005132187528943177, "loss_sem_seg": 0.30053103901445866, "lr": 0.01, "mask_rcnn/accuracy": 0.8992865390035487, "mask_rcnn/false_negative": 0.08741237623623763, "mask_rcnn/false_positive": 0.1384199589087704, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.5, "time": 0.7209959020838141, "total_loss": 1.6002253164206195} {"data_time": 0.00977207813411951, "eta_seconds": 67750.30525783263, "iteration": 176299, "loss_fcos_cls": 0.23651386029087007, "loss_fcos_ctr": 0.618026171810925, "loss_fcos_loc": 0.18189917295239866, "loss_mask": 0.2428520480170846, "loss_maskiou": 0.005663081145030446, "loss_sem_seg": 0.27657509641721845, "lr": 0.01, "mask_rcnn/accuracy": 0.8929503532182104, "mask_rcnn/false_negative": 0.09116092290186999, "mask_rcnn/false_positive": 0.13056049619162713, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.0, "time": 0.7447359431535006, "total_loss": 1.5802741949737538} {"data_time": 0.01068837195634842, "eta_seconds": 67810.7248470923, "iteration": 176319, "loss_fcos_cls": 0.25358432985376567, "loss_fcos_ctr": 0.6201462149620056, "loss_fcos_loc": 0.19379660487174988, "loss_mask": 0.27025137189775705, "loss_maskiou": 0.005449069110909477, "loss_sem_seg": 0.2838578689843416, "lr": 0.01, "mask_rcnn/accuracy": 0.883051521704197, "mask_rcnn/false_negative": 0.10680791676444673, "mask_rcnn/false_positive": 0.12675174593130076, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 39.5, "time": 0.7313802652060986, "total_loss": 1.6394637883931864} {"data_time": 0.010351322591304779, "eta_seconds": 67788.48970485665, "iteration": 176339, "loss_fcos_cls": 0.24418148817494512, "loss_fcos_ctr": 0.6181948161683977, "loss_fcos_loc": 0.18856248154770583, "loss_mask": 0.2562992610037327, "loss_maskiou": 0.005175060374313034, "loss_sem_seg": 0.23566797887906432, "lr": 0.01, "mask_rcnn/accuracy": 0.893617954366146, "mask_rcnn/false_negative": 0.10463995142711716, "mask_rcnn/false_positive": 0.11248291519090202, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.75, "time": 0.7391067193821073, "total_loss": 1.5686953482800163} {"data_time": 0.009971271269023418, "eta_seconds": 67756.84914033022, "iteration": 176359, "loss_fcos_cls": 0.24613904359284788, "loss_fcos_ctr": 0.6149473721161485, "loss_fcos_loc": 0.17877457896247506, "loss_mask": 0.2489456282928586, "loss_maskiou": 0.005077573383459821, "loss_sem_seg": 0.24817458353936672, "lr": 0.01, "mask_rcnn/accuracy": 0.8768053375196232, "mask_rcnn/false_negative": 0.09856877010228343, "mask_rcnn/false_positive": 0.14287024963239625, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.5, "time": 0.7203807849436998, "total_loss": 1.553752948413603} {"data_time": 0.008740494959056377, "eta_seconds": 67789.28053787258, "iteration": 176379, "loss_fcos_cls": 0.24914095713756979, "loss_fcos_ctr": 0.6175008118152618, "loss_fcos_loc": 0.1859925074968487, "loss_mask": 0.26392274629324675, "loss_maskiou": 0.005444645386887714, "loss_sem_seg": 0.2975066751241684, "lr": 0.01, "mask_rcnn/accuracy": 0.8815954669329505, "mask_rcnn/false_negative": 0.10181482611077289, "mask_rcnn/false_positive": 0.1393421764163247, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.75, "time": 0.7425008155405521, "total_loss": 1.6116109907452483} {"data_time": 0.00976288691163063, "eta_seconds": 67727.90590002295, "iteration": 176399, "loss_fcos_cls": 0.24344629212282598, "loss_fcos_ctr": 0.6199583858251572, "loss_fcos_loc": 0.19328587295603938, "loss_mask": 0.2530261797364801, "loss_maskiou": 0.0054058997629908845, "loss_sem_seg": 0.2610881417058408, "lr": 0.01, "mask_rcnn/accuracy": 0.8981093796214138, "mask_rcnn/false_negative": 0.07711738590444409, "mask_rcnn/false_positive": 0.11762096406291742, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7211356405168772, "total_loss": 1.6071286559454165} {"data_time": 0.009812961332499981, "eta_seconds": 67660.42009807192, "iteration": 176419, "loss_fcos_cls": 0.2437014253810048, "loss_fcos_ctr": 0.619780351407826, "loss_fcos_loc": 0.19387770217144862, "loss_mask": 0.2541937632486224, "loss_maskiou": 0.004959687910741195, "loss_sem_seg": 0.2606771735008806, "lr": 0.01, "mask_rcnn/accuracy": 0.8857215570865447, "mask_rcnn/false_negative": 0.0829842834768281, "mask_rcnn/false_positive": 0.13880953795154494, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.5, "time": 0.7125394800677896, "total_loss": 1.603792253168649} {"data_time": 0.010140768252313137, "eta_seconds": 67649.0785608273, "iteration": 176439, "loss_fcos_cls": 0.2542223237687722, "loss_fcos_ctr": 0.6178257996216416, "loss_fcos_loc": 0.18440987402573228, "loss_mask": 0.2627229271456599, "loss_maskiou": 0.006128401393652894, "loss_sem_seg": 0.24897148070158437, "lr": 0.01, "mask_rcnn/accuracy": 0.9066220238095237, "mask_rcnn/false_negative": 0.08034602480590404, "mask_rcnn/false_positive": 0.14116815115903616, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 25.0, "time": 0.7363485964015126, "total_loss": 1.5656586785626132} {"data_time": 0.010909573175013065, "eta_seconds": 67614.07580053993, "iteration": 176459, "loss_fcos_cls": 0.24049934290815145, "loss_fcos_ctr": 0.6211959975771606, "loss_fcos_loc": 0.18652371922507882, "loss_mask": 0.2548789158463478, "loss_maskiou": 0.0051804185641231015, "loss_sem_seg": 0.2566824723035097, "lr": 0.01, "mask_rcnn/accuracy": 0.887096170976089, "mask_rcnn/false_negative": 0.08628315064068642, "mask_rcnn/false_positive": 0.12584625489232376, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.5, "time": 0.7195756016299129, "total_loss": 1.5846726286690682} {"data_time": 0.01035794522613287, "eta_seconds": 67599.61923586763, "iteration": 176479, "loss_fcos_cls": 0.25277809135150164, "loss_fcos_ctr": 0.6183113036677241, "loss_fcos_loc": 0.19159611617214978, "loss_mask": 0.25986423483118415, "loss_maskiou": 0.005134148712386377, "loss_sem_seg": 0.25413492741063237, "lr": 0.01, "mask_rcnn/accuracy": 0.8940073979010607, "mask_rcnn/false_negative": 0.07136819395531609, "mask_rcnn/false_positive": 0.1256839363816693, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.75, "time": 0.7133146375417709, "total_loss": 1.5739446897350717} {"data_time": 0.01038404367864132, "eta_seconds": 67611.9271062892, "iteration": 176499, "loss_fcos_cls": 0.24631070694886148, "loss_fcos_ctr": 0.6164825726300478, "loss_fcos_loc": 0.19196642166934907, "loss_mask": 0.26022609416395426, "loss_maskiou": 0.005370859915274195, "loss_sem_seg": 0.27010776940733194, "lr": 0.01, "mask_rcnn/accuracy": 0.8882628220207002, "mask_rcnn/false_negative": 0.08948881469602617, "mask_rcnn/false_positive": 0.1306923233740459, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.5, "time": 0.729601064696908, "total_loss": 1.6035458399746858} {"data_time": 0.009442655369639397, "eta_seconds": 67649.8546233233, "iteration": 176519, "loss_fcos_cls": 0.242807102156803, "loss_fcos_ctr": 0.6186912665143609, "loss_fcos_loc": 0.19263441080693156, "loss_mask": 0.2635368360206485, "loss_maskiou": 0.0056490124989068136, "loss_sem_seg": 0.270604828838259, "lr": 0.01, "mask_rcnn/accuracy": 0.9088853005236889, "mask_rcnn/false_negative": 0.09522953709973789, "mask_rcnn/false_positive": 0.1024536188166637, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.0, "time": 0.739725380204618, "total_loss": 1.592028543662309} {"data_time": 0.009641089476644993, "eta_seconds": 67602.00378263462, "iteration": 176539, "loss_fcos_cls": 0.2374620232731104, "loss_fcos_ctr": 0.619650088250637, "loss_fcos_loc": 0.1945787132717669, "loss_mask": 0.26268328074365854, "loss_maskiou": 0.0053057539407745935, "loss_sem_seg": 0.28402571799233556, "lr": 0.01, "mask_rcnn/accuracy": 0.8897764119384017, "mask_rcnn/false_negative": 0.08945328756486266, "mask_rcnn/false_positive": 0.12916271796073348, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.7159154089167714, "total_loss": 1.6052349443198182} {"data_time": 0.011063260026276112, "eta_seconds": 67577.26062259544, "iteration": 176559, "loss_fcos_cls": 0.23138450155965984, "loss_fcos_ctr": 0.6171396281570196, "loss_fcos_loc": 0.18670322047546506, "loss_mask": 0.26266504311934114, "loss_maskiou": 0.005413897619291674, "loss_sem_seg": 0.26833699690178037, "lr": 0.01, "mask_rcnn/accuracy": 0.8864231239370748, "mask_rcnn/false_negative": 0.09967868351144173, "mask_rcnn/false_positive": 0.12768969538916208, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.75, "time": 0.7244547549635172, "total_loss": 1.5651763419009512} {"data_time": 0.01030782051384449, "eta_seconds": 67626.60695377737, "iteration": 176579, "loss_fcos_cls": 0.24317525536753237, "loss_fcos_ctr": 0.6225317418575287, "loss_fcos_loc": 0.1989077142206952, "loss_mask": 0.27784878108650446, "loss_maskiou": 0.0065162418759427965, "loss_sem_seg": 0.27219426282681525, "lr": 0.01, "mask_rcnn/accuracy": 0.8801504983589046, "mask_rcnn/false_negative": 0.08763127886358568, "mask_rcnn/false_positive": 0.13579280423445705, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.5, "time": 0.738495890982449, "total_loss": 1.6137035956198815} {"data_time": 0.010432904586195946, "eta_seconds": 67546.1761769671, "iteration": 176599, "loss_fcos_cls": 0.23805479146540165, "loss_fcos_ctr": 0.6180255608633161, "loss_fcos_loc": 0.1897896351874806, "loss_mask": 0.26426207600161433, "loss_maskiou": 0.0050203944483655505, "loss_sem_seg": 0.24495501909404993, "lr": 0.01, "mask_rcnn/accuracy": 0.8646219851576995, "mask_rcnn/false_negative": 0.12450277001375842, "mask_rcnn/false_positive": 0.14478352593018123, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.0, "time": 0.7191296443343163, "total_loss": 1.543971360544674} {"data_time": 0.010702629573643208, "eta_seconds": 67544.13835959602, "iteration": 176619, "loss_fcos_cls": 0.23585710918996483, "loss_fcos_ctr": 0.6179640907794237, "loss_fcos_loc": 0.18446754093747586, "loss_mask": 0.250986204482615, "loss_maskiou": 0.004950700356857851, "loss_sem_seg": 0.26231068233028054, "lr": 0.01, "mask_rcnn/accuracy": 0.8905057974606847, "mask_rcnn/false_negative": 0.08363554282772401, "mask_rcnn/false_positive": 0.12763226238987313, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.0, "time": 0.7253439547494054, "total_loss": 1.5701226643286645} {"data_time": 0.009776336140930653, "eta_seconds": 67605.67065371107, "iteration": 176639, "loss_fcos_cls": 0.23460081778466702, "loss_fcos_ctr": 0.615802800282836, "loss_fcos_loc": 0.18311900726985186, "loss_mask": 0.25536770885810256, "loss_maskiou": 0.005388947289247881, "loss_sem_seg": 0.23495134944096208, "lr": 0.01, "mask_rcnn/accuracy": 0.8758115024856097, "mask_rcnn/false_negative": 0.09534775446651902, "mask_rcnn/false_positive": 0.1741952184087422, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.75, "time": 0.7430031849071383, "total_loss": 1.563002357404912} {"data_time": 0.010431502014398575, "eta_seconds": 67679.47401939984, "iteration": 176659, "loss_fcos_cls": 0.25923789013177156, "loss_fcos_ctr": 0.6195501787588, "loss_fcos_loc": 0.19691298267571256, "loss_mask": 0.27144474629312754, "loss_maskiou": 0.0057226827630074695, "loss_sem_seg": 0.2506596767343581, "lr": 0.01, "mask_rcnn/accuracy": 0.8843326253492468, "mask_rcnn/false_negative": 0.09106999133647334, "mask_rcnn/false_positive": 0.14478297885906996, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.25, "time": 0.7457205457612872, "total_loss": 1.6199971041860408} {"data_time": 0.010742687620222569, "eta_seconds": 67674.5544221811, "iteration": 176679, "loss_fcos_cls": 0.23028036439791322, "loss_fcos_ctr": 0.6192302368581295, "loss_fcos_loc": 0.18457726773340255, "loss_mask": 0.26545362593606114, "loss_maskiou": 0.005863795173354447, "loss_sem_seg": 0.2521473206579685, "lr": 0.01, "mask_rcnn/accuracy": 0.8960269962092984, "mask_rcnn/false_negative": 0.0908750137989646, "mask_rcnn/false_positive": 0.12656410871634036, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.75, "time": 0.7362381014972925, "total_loss": 1.5788067264511483} {"data_time": 0.009692393243312836, "eta_seconds": 67719.06520083454, "iteration": 176699, "loss_fcos_cls": 0.24433292844332755, "loss_fcos_ctr": 0.6156307104974985, "loss_fcos_loc": 0.18265051173511893, "loss_mask": 0.2694212584756315, "loss_maskiou": 0.005452651384985074, "loss_sem_seg": 0.2929739598184824, "lr": 0.01, "mask_rcnn/accuracy": 0.8731789209586274, "mask_rcnn/false_negative": 0.09497150398817736, "mask_rcnn/false_positive": 0.1490366210378452, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.0, "time": 0.7431315667927265, "total_loss": 1.6404900454654125} {"data_time": 0.009840629994869232, "eta_seconds": 67749.234075604, "iteration": 176719, "loss_fcos_cls": 0.2594468977767974, "loss_fcos_ctr": 0.6207949006929994, "loss_fcos_loc": 0.2044088568072766, "loss_mask": 0.2701798742637038, "loss_maskiou": 0.005945818542386405, "loss_sem_seg": 0.28256635647267103, "lr": 0.01, "mask_rcnn/accuracy": 0.8762861394557824, "mask_rcnn/false_negative": 0.08977730349482013, "mask_rcnn/false_positive": 0.14288316528306858, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.25, "time": 0.7220827806740999, "total_loss": 1.6621040944883134} {"data_time": 0.009665967896580696, "eta_seconds": 67685.91440584883, "iteration": 176739, "loss_fcos_cls": 0.24355451995506883, "loss_fcos_ctr": 0.621906528249383, "loss_fcos_loc": 0.1931249120971188, "loss_mask": 0.2598465094342828, "loss_maskiou": 0.005997118525556289, "loss_sem_seg": 0.26877093757502735, "lr": 0.01, "mask_rcnn/accuracy": 0.8884070972886762, "mask_rcnn/false_negative": 0.08877628780017524, "mask_rcnn/false_positive": 0.13204023276295845, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7152771912515163, "total_loss": 1.6236140718974639} {"data_time": 0.009232648648321629, "eta_seconds": 67663.97964034602, "iteration": 176759, "loss_fcos_cls": 0.24911057041026652, "loss_fcos_ctr": 0.6186507334932685, "loss_fcos_loc": 0.1918916479917243, "loss_mask": 0.2531160148791969, "loss_maskiou": 0.005150906850758474, "loss_sem_seg": 0.2947287764400244, "lr": 0.01, "mask_rcnn/accuracy": 0.9086339091094184, "mask_rcnn/false_negative": 0.07796882683955492, "mask_rcnn/false_positive": 0.11922332336080246, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.25, "time": 0.7202337821945548, "total_loss": 1.605284426274011} {"data_time": 0.010299920104444027, "eta_seconds": 67661.0001724204, "iteration": 176779, "loss_fcos_cls": 0.2284201385336928, "loss_fcos_ctr": 0.6188858654350042, "loss_fcos_loc": 0.17885310749989003, "loss_mask": 0.2476470721885562, "loss_maskiou": 0.004987960033759009, "loss_sem_seg": 0.28460473706945777, "lr": 0.01, "mask_rcnn/accuracy": 0.8897621849014142, "mask_rcnn/false_negative": 0.08439415137020492, "mask_rcnn/false_positive": 0.13211917596751557, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.0, "time": 0.7114258408546448, "total_loss": 1.5649547996217734} {"data_time": 0.009111537598073483, "eta_seconds": 67625.29216844123, "iteration": 176799, "loss_fcos_cls": 0.26624170085415244, "loss_fcos_ctr": 0.619326101616025, "loss_fcos_loc": 0.19021090492606163, "loss_mask": 0.25708011351525784, "loss_maskiou": 0.005595949434791692, "loss_sem_seg": 0.26059736241586506, "lr": 0.01, "mask_rcnn/accuracy": 0.9060004436557232, "mask_rcnn/false_negative": 0.08005158431582976, "mask_rcnn/false_positive": 0.08431271621582542, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7246860256418586, "total_loss": 1.61127827008022} {"data_time": 0.009201709181070328, "eta_seconds": 67627.85291012749, "iteration": 176819, "loss_fcos_cls": 0.2521054786629975, "loss_fcos_ctr": 0.6187527403235435, "loss_fcos_loc": 0.19657393626403064, "loss_mask": 0.2691813772544265, "loss_maskiou": 0.005622357733955141, "loss_sem_seg": 0.26812451891601086, "lr": 0.01, "mask_rcnn/accuracy": 0.8774407219770693, "mask_rcnn/false_negative": 0.08639055843783451, "mask_rcnn/false_positive": 0.1789251980233738, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.0, "time": 0.7414423935115337, "total_loss": 1.6439018981982372} {"data_time": 0.009938761591911316, "eta_seconds": 67633.75866965484, "iteration": 176839, "loss_fcos_cls": 0.23324715136550367, "loss_fcos_ctr": 0.6182712772861123, "loss_fcos_loc": 0.18365523149259388, "loss_mask": 0.25697946082800627, "loss_maskiou": 0.004782799987879116, "loss_sem_seg": 0.26375958137214184, "lr": 0.01, "mask_rcnn/accuracy": 0.8908994932432432, "mask_rcnn/false_negative": 0.09098505319218966, "mask_rcnn/false_positive": 0.10891971022055855, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7258517667651176, "total_loss": 1.5927323963842355} {"data_time": 0.010920903645455837, "eta_seconds": 67632.50125013385, "iteration": 176859, "loss_fcos_cls": 0.2550244703888893, "loss_fcos_ctr": 0.6219913680106401, "loss_fcos_loc": 0.19481765234377235, "loss_mask": 0.25491842068731785, "loss_maskiou": 0.004877981176832691, "loss_sem_seg": 0.2378261797130108, "lr": 0.01, "mask_rcnn/accuracy": 0.8900626159554731, "mask_rcnn/false_negative": 0.09003323118351123, "mask_rcnn/false_positive": 0.12850820794582182, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.5, "time": 0.7211178131401539, "total_loss": 1.6205870243429672} {"data_time": 0.010623730719089508, "eta_seconds": 67645.31033211574, "iteration": 176879, "loss_fcos_cls": 0.2555434228852391, "loss_fcos_ctr": 0.6198890982195735, "loss_fcos_loc": 0.19034365646075457, "loss_mask": 0.2577110957354307, "loss_maskiou": 0.004677639692090452, "loss_sem_seg": 0.264121581800282, "lr": 0.01, "mask_rcnn/accuracy": 0.8896889180613834, "mask_rcnn/false_negative": 0.09988983598055656, "mask_rcnn/false_positive": 0.12966131938421488, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.0, "time": 0.7161747738718987, "total_loss": 1.5821460208389908} {"data_time": 0.009686484932899475, "eta_seconds": 67687.15731454547, "iteration": 176899, "loss_fcos_cls": 0.24972808035090566, "loss_fcos_ctr": 0.6184723014011979, "loss_fcos_loc": 0.18934675678610802, "loss_mask": 0.27820990001782775, "loss_maskiou": 0.0057550131605239585, "loss_sem_seg": 0.3204871395137161, "lr": 0.01, "mask_rcnn/accuracy": 0.8703777545340956, "mask_rcnn/false_negative": 0.09327497395946743, "mask_rcnn/false_positive": 0.16375258549467048, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.7322936924174428, "total_loss": 1.6886072021879954} {"data_time": 0.010369256138801575, "eta_seconds": 67656.06781878881, "iteration": 176919, "loss_fcos_cls": 0.24742199387401342, "loss_fcos_ctr": 0.6178761180490255, "loss_fcos_loc": 0.19769703061319888, "loss_mask": 0.2679337002336979, "loss_maskiou": 0.005325665479176678, "loss_sem_seg": 0.2829621876589954, "lr": 0.01, "mask_rcnn/accuracy": 0.8868780393683577, "mask_rcnn/false_negative": 0.09738826881033907, "mask_rcnn/false_positive": 0.13645241735787944, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.75, "time": 0.749245086684823, "total_loss": 1.62956564417982} {"data_time": 0.010895980522036552, "eta_seconds": 67658.0761414906, "iteration": 176939, "loss_fcos_cls": 0.25021866301540285, "loss_fcos_ctr": 0.6197600234299898, "loss_fcos_loc": 0.18563042976893485, "loss_mask": 0.2618616782128811, "loss_maskiou": 0.005140989982464816, "loss_sem_seg": 0.3087210841476917, "lr": 0.01, "mask_rcnn/accuracy": 0.8831526360544217, "mask_rcnn/false_negative": 0.09240717329205084, "mask_rcnn/false_positive": 0.1564676214794497, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.729020869359374, "total_loss": 1.6375198434470803} {"data_time": 0.010185884311795235, "eta_seconds": 67652.96086416394, "iteration": 176959, "loss_fcos_cls": 0.2458607922308147, "loss_fcos_ctr": 0.6186739387921989, "loss_fcos_loc": 0.18522059498354793, "loss_mask": 0.2634938871487975, "loss_maskiou": 0.005642751100822352, "loss_sem_seg": 0.29361005034297705, "lr": 0.01, "mask_rcnn/accuracy": 0.8707389205682273, "mask_rcnn/false_negative": 0.093393902278291, "mask_rcnn/false_positive": 0.15655910190010142, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7279887683689594, "total_loss": 1.6191287518231547} {"data_time": 0.010763700120151043, "eta_seconds": 67662.936997924, "iteration": 176979, "loss_fcos_cls": 0.2361310749547556, "loss_fcos_ctr": 0.6186253745108843, "loss_fcos_loc": 0.1890175862936303, "loss_mask": 0.26652660965919495, "loss_maskiou": 0.005059800561866723, "loss_sem_seg": 0.2606279030442238, "lr": 0.01, "mask_rcnn/accuracy": 0.8671598509533683, "mask_rcnn/false_negative": 0.0950607428765943, "mask_rcnn/false_positive": 0.17222280375877863, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 42.75, "time": 0.7373527968302369, "total_loss": 1.5654228103667265} {"data_time": 0.0103042833507061, "eta_seconds": 67604.73188156635, "iteration": 176999, "loss_fcos_cls": 0.26163511420600116, "loss_fcos_ctr": 0.6201597745530307, "loss_fcos_loc": 0.19517267297487706, "loss_mask": 0.2514677820727229, "loss_maskiou": 0.005471829244925175, "loss_sem_seg": 0.2550219662953168, "lr": 0.01, "mask_rcnn/accuracy": 0.8885738670468187, "mask_rcnn/false_negative": 0.11396190753901936, "mask_rcnn/false_positive": 0.11845008281745265, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 25.5, "time": 0.6965736076235771, "total_loss": 1.5946775069533032} {"data_time": 0.009476611390709877, "eta_seconds": 67709.20841340534, "iteration": 177019, "loss_fcos_cls": 0.2542735312599689, "loss_fcos_ctr": 0.6182366812136024, "loss_fcos_loc": 0.18337860517203808, "loss_mask": 0.26403178460896015, "loss_maskiou": 0.005104052703245543, "loss_sem_seg": 0.3000213331542909, "lr": 0.01, "mask_rcnn/accuracy": 0.892461127308066, "mask_rcnn/false_negative": 0.09334195402806622, "mask_rcnn/false_positive": 0.11830101455059175, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.25, "time": 0.7457443485036492, "total_loss": 1.6189824533103092} {"data_time": 0.010909989476203918, "eta_seconds": 67677.7825574996, "iteration": 177039, "loss_fcos_cls": 0.2538649608613923, "loss_fcos_ctr": 0.6174013810232282, "loss_fcos_loc": 0.18587564647896215, "loss_mask": 0.2533665644004941, "loss_maskiou": 0.005195379759243224, "loss_sem_seg": 0.3125937778968364, "lr": 0.01, "mask_rcnn/accuracy": 0.8875865735354234, "mask_rcnn/false_negative": 0.11454681938162406, "mask_rcnn/false_positive": 0.10643042851190912, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.75, "time": 0.7242880659177899, "total_loss": 1.6339644114341354} {"data_time": 0.009959528222680092, "eta_seconds": 67580.24780125171, "iteration": 177059, "loss_fcos_cls": 0.23804555763490498, "loss_fcos_ctr": 0.6161249056458473, "loss_fcos_loc": 0.19178700190968812, "loss_mask": 0.2613403024151921, "loss_maskiou": 0.00542981594480807, "loss_sem_seg": 0.27910003531724215, "lr": 0.01, "mask_rcnn/accuracy": 0.8881951530612244, "mask_rcnn/false_negative": 0.09636490939539288, "mask_rcnn/false_positive": 0.11719715337890668, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.5, "time": 0.7464298950508237, "total_loss": 1.6050681734850514} {"data_time": 0.010033480823040009, "eta_seconds": 67565.70518866926, "iteration": 177079, "loss_fcos_cls": 0.2582960572326556, "loss_fcos_ctr": 0.6163510833866894, "loss_fcos_loc": 0.17889383574947715, "loss_mask": 0.2617591265588999, "loss_maskiou": 0.005792910589661915, "loss_sem_seg": 0.24981018481776118, "lr": 0.01, "mask_rcnn/accuracy": 0.8824210208637027, "mask_rcnn/false_negative": 0.07584255718668528, "mask_rcnn/false_positive": 0.15943935515085791, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.25, "time": 0.7131147235631943, "total_loss": 1.585280386832892} {"data_time": 0.01047251932322979, "eta_seconds": 67541.7514492711, "iteration": 177099, "loss_fcos_cls": 0.24989301385357976, "loss_fcos_ctr": 0.6204093461856246, "loss_fcos_loc": 0.1903527022805065, "loss_mask": 0.26082195434719324, "loss_maskiou": 0.005371112638385966, "loss_sem_seg": 0.26341264927759767, "lr": 0.01, "mask_rcnn/accuracy": 0.8845503365280538, "mask_rcnn/false_negative": 0.09013109913540354, "mask_rcnn/false_positive": 0.13073875753265435, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7311750762164593, "total_loss": 1.5655828355374979} {"data_time": 0.009815297089517117, "eta_seconds": 67685.34513746481, "iteration": 177119, "loss_fcos_cls": 0.24030546098947525, "loss_fcos_ctr": 0.6188891176134348, "loss_fcos_loc": 0.18846368393860757, "loss_mask": 0.24624371621757746, "loss_maskiou": 0.0048110784773598425, "loss_sem_seg": 0.23667695210315287, "lr": 0.01, "mask_rcnn/accuracy": 0.8830910596997419, "mask_rcnn/false_negative": 0.09307702255868307, "mask_rcnn/false_positive": 0.11433496111682162, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.751490700058639, "total_loss": 1.5499385833572887} {"data_time": 0.011058524250984192, "eta_seconds": 67645.81783500127, "iteration": 177139, "loss_fcos_cls": 0.2519661085680127, "loss_fcos_ctr": 0.6202200576663017, "loss_fcos_loc": 0.1926860223757103, "loss_mask": 0.2560668336227536, "loss_maskiou": 0.005386678618378937, "loss_sem_seg": 0.24808647390455008, "lr": 0.01, "mask_rcnn/accuracy": 0.8965177679463394, "mask_rcnn/false_negative": 0.10398883430046012, "mask_rcnn/false_positive": 0.11128064179338175, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7295380858704448, "total_loss": 1.558303026817157} {"data_time": 0.010494668036699295, "eta_seconds": 67607.25974456035, "iteration": 177159, "loss_fcos_cls": 0.2540465929778293, "loss_fcos_ctr": 0.6198407611809671, "loss_fcos_loc": 0.1930321678519249, "loss_mask": 0.25379418302327394, "loss_maskiou": 0.0053944937099004164, "loss_sem_seg": 0.2679741051979363, "lr": 0.01, "mask_rcnn/accuracy": 0.8834303252551021, "mask_rcnn/false_negative": 0.08367630241158436, "mask_rcnn/false_positive": 0.12822516473083218, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.25, "time": 0.7188317263498902, "total_loss": 1.6395264713355573} {"data_time": 0.010795329697430134, "eta_seconds": 67563.05952582415, "iteration": 177179, "loss_fcos_cls": 0.2608049726113677, "loss_fcos_ctr": 0.6196861686185002, "loss_fcos_loc": 0.19441224518232048, "loss_mask": 0.2552138390019536, "loss_maskiou": 0.004885485366685316, "loss_sem_seg": 0.272073051892221, "lr": 0.01, "mask_rcnn/accuracy": 0.8894365097626717, "mask_rcnn/false_negative": 0.09061976995680923, "mask_rcnn/false_positive": 0.12862868854174414, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 39.25, "time": 0.7233493197709322, "total_loss": 1.6130534364529012} {"data_time": 0.010829685255885124, "eta_seconds": 67512.31360136345, "iteration": 177199, "loss_fcos_cls": 0.24354376713745296, "loss_fcos_ctr": 0.6205217316746712, "loss_fcos_loc": 0.1916548010194674, "loss_mask": 0.27141509018838406, "loss_maskiou": 0.005427044772659428, "loss_sem_seg": 0.24343846924602985, "lr": 0.01, "mask_rcnn/accuracy": 0.8784552770383516, "mask_rcnn/false_negative": 0.12103465759349774, "mask_rcnn/false_positive": 0.13115342529435958, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.25, "time": 0.7128828652203083, "total_loss": 1.589175977067498} {"data_time": 0.009775400161743164, "eta_seconds": 67459.73766442202, "iteration": 177219, "loss_fcos_cls": 0.24491346557624638, "loss_fcos_ctr": 0.6176581121981144, "loss_fcos_loc": 0.18361958488821983, "loss_mask": 0.26509273424744606, "loss_maskiou": 0.005847494452609681, "loss_sem_seg": 0.2749275555834174, "lr": 0.01, "mask_rcnn/accuracy": 0.8832355994345791, "mask_rcnn/false_negative": 0.10615663689747948, "mask_rcnn/false_positive": 0.15812349241812618, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.75, "time": 0.7209978736937046, "total_loss": 1.5853312467152136} {"data_time": 0.010457542724907398, "eta_seconds": 67483.21377976611, "iteration": 177239, "loss_fcos_cls": 0.23791341111063957, "loss_fcos_ctr": 0.6185077168047428, "loss_fcos_loc": 0.19805146229919046, "loss_mask": 0.25902975630015135, "loss_maskiou": 0.004938655349178589, "loss_sem_seg": 0.26475661783479154, "lr": 0.01, "mask_rcnn/accuracy": 0.8763317827130852, "mask_rcnn/false_negative": 0.10099526032904108, "mask_rcnn/false_positive": 0.1373948990678513, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.7424665885046124, "total_loss": 1.5724846563425672} {"data_time": 0.009331848472356796, "eta_seconds": 67504.82868622895, "iteration": 177259, "loss_fcos_cls": 0.2537374463863671, "loss_fcos_ctr": 0.6182246194221079, "loss_fcos_loc": 0.19202261522877961, "loss_mask": 0.25103796273469925, "loss_maskiou": 0.005224811226071324, "loss_sem_seg": 0.2586761871352792, "lr": 0.01, "mask_rcnn/accuracy": 0.8778692901102492, "mask_rcnn/false_negative": 0.11126554256451357, "mask_rcnn/false_positive": 0.13268622473435276, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7411417011171579, "total_loss": 1.5792826278266148} {"data_time": 0.009951985441148281, "eta_seconds": 67490.27097633015, "iteration": 177279, "loss_fcos_cls": 0.2470006754156202, "loss_fcos_ctr": 0.6184590472839773, "loss_fcos_loc": 0.1889664342161268, "loss_mask": 0.26454479806125164, "loss_maskiou": 0.005772384189185686, "loss_sem_seg": 0.27106729289516807, "lr": 0.01, "mask_rcnn/accuracy": 0.87892340480496, "mask_rcnn/false_negative": 0.09588195487617351, "mask_rcnn/false_positive": 0.11660461582454998, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.7323015294969082, "total_loss": 1.600921728859248} {"data_time": 0.011214179918169975, "eta_seconds": 67439.5640473701, "iteration": 177299, "loss_fcos_cls": 0.24566204170696437, "loss_fcos_ctr": 0.620478714350611, "loss_fcos_loc": 0.1849003808456473, "loss_mask": 0.25475604366511106, "loss_maskiou": 0.0058261340236640535, "loss_sem_seg": 0.26649628346785903, "lr": 0.01, "mask_rcnn/accuracy": 0.8842889928858868, "mask_rcnn/false_negative": 0.08430942182946222, "mask_rcnn/false_positive": 0.12732019551981624, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.7327394261956215, "total_loss": 1.5970667994188261} {"data_time": 0.009814996272325516, "eta_seconds": 67387.02909514122, "iteration": 177319, "loss_fcos_cls": 0.23015617649070919, "loss_fcos_ctr": 0.6202334593981504, "loss_fcos_loc": 0.19103165273554623, "loss_mask": 0.26203447254374623, "loss_maskiou": 0.005337412454537116, "loss_sem_seg": 0.2942864252254367, "lr": 0.01, "mask_rcnn/accuracy": 0.9028712824143657, "mask_rcnn/false_negative": 0.07485192724827025, "mask_rcnn/false_positive": 0.11447518008294875, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.5, "time": 0.7247464414685965, "total_loss": 1.6100330414083146} {"data_time": 0.010761667042970657, "eta_seconds": 67341.31481851917, "iteration": 177339, "loss_fcos_cls": 0.2363556216005236, "loss_fcos_ctr": 0.6186097087338567, "loss_fcos_loc": 0.18888037465512753, "loss_mask": 0.2597688427194953, "loss_maskiou": 0.005310734708473319, "loss_sem_seg": 0.2578665348701179, "lr": 0.01, "mask_rcnn/accuracy": 0.8913168256433008, "mask_rcnn/false_negative": 0.08085519289286724, "mask_rcnn/false_positive": 0.11806809424484896, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7208102662116289, "total_loss": 1.5767832804740465} {"data_time": 0.010164676234126091, "eta_seconds": 67355.5285709193, "iteration": 177359, "loss_fcos_cls": 0.24706575088202953, "loss_fcos_ctr": 0.6212068367749453, "loss_fcos_loc": 0.19390815135557204, "loss_mask": 0.2594245346263051, "loss_maskiou": 0.005699021872715093, "loss_sem_seg": 0.27727260952815413, "lr": 0.01, "mask_rcnn/accuracy": 0.8843688073480658, "mask_rcnn/false_negative": 0.08839780846484516, "mask_rcnn/false_positive": 0.14591004441288308, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.72885078843683, "total_loss": 1.6221514432836557} {"data_time": 0.009994999505579472, "eta_seconds": 67264.35914544668, "iteration": 177379, "loss_fcos_cls": 0.24250222044065595, "loss_fcos_ctr": 0.621014915406704, "loss_fcos_loc": 0.19181103981100023, "loss_mask": 0.26147991279140115, "loss_maskiou": 0.0051585550245363265, "loss_sem_seg": 0.24627047451213002, "lr": 0.01, "mask_rcnn/accuracy": 0.8712480455892034, "mask_rcnn/false_negative": 0.09515026691167022, "mask_rcnn/false_positive": 0.15229212490159216, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.5, "time": 0.716283505782485, "total_loss": 1.569866127876594} {"data_time": 0.010715728625655174, "eta_seconds": 67239.15160511713, "iteration": 177399, "loss_fcos_cls": 0.2418386423960328, "loss_fcos_ctr": 0.618594016879797, "loss_fcos_loc": 0.18462486495263875, "loss_mask": 0.2645075833424926, "loss_maskiou": 0.005586320708971471, "loss_sem_seg": 0.26804343750700355, "lr": 0.01, "mask_rcnn/accuracy": 0.8914815721571957, "mask_rcnn/false_negative": 0.08879412922627666, "mask_rcnn/false_positive": 0.14719289054998494, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.711625661700964, "total_loss": 1.59481161293661} {"data_time": 0.00967429019510746, "eta_seconds": 67283.17487630527, "iteration": 177419, "loss_fcos_cls": 0.25579109275713563, "loss_fcos_ctr": 0.618140934035182, "loss_fcos_loc": 0.19190592400263995, "loss_mask": 0.25671914173290133, "loss_maskiou": 0.0055859356361906976, "loss_sem_seg": 0.27384497597813606, "lr": 0.01, "mask_rcnn/accuracy": 0.8742835608269282, "mask_rcnn/false_negative": 0.10804116321152503, "mask_rcnn/false_positive": 0.12057641884128192, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7230039462447166, "total_loss": 1.6377307357470272} {"data_time": 0.011250825598835945, "eta_seconds": 67278.10502008907, "iteration": 177439, "loss_fcos_cls": 0.2384448521770537, "loss_fcos_ctr": 0.6198817729018629, "loss_fcos_loc": 0.18770627508638427, "loss_mask": 0.25854058004915714, "loss_maskiou": 0.005495561723364517, "loss_sem_seg": 0.26630075508728623, "lr": 0.01, "mask_rcnn/accuracy": 0.8852573611733094, "mask_rcnn/false_negative": 0.08556631735571668, "mask_rcnn/false_positive": 0.1342711911795038, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 47.5, "time": 0.739392944611609, "total_loss": 1.5760378721552115} {"data_time": 0.010363633744418621, "eta_seconds": 67263.56798936985, "iteration": 177459, "loss_fcos_cls": 0.22693447745405138, "loss_fcos_ctr": 0.6188629902899265, "loss_fcos_loc": 0.18635393946897238, "loss_mask": 0.25575282145291567, "loss_maskiou": 0.006040484717232175, "loss_sem_seg": 0.24684735806658864, "lr": 0.01, "mask_rcnn/accuracy": 0.8923064834543417, "mask_rcnn/false_negative": 0.10581485151130388, "mask_rcnn/false_positive": 0.13219415721730954, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.75, "time": 0.7189597897231579, "total_loss": 1.541651318249933} {"data_time": 0.009845620952546597, "eta_seconds": 67207.29533327371, "iteration": 177479, "loss_fcos_cls": 0.2457921802997589, "loss_fcos_ctr": 0.6180337490513921, "loss_fcos_loc": 0.18505999620538205, "loss_mask": 0.2582289893180132, "loss_maskiou": 0.005234401622146834, "loss_sem_seg": 0.2904732394963503, "lr": 0.01, "mask_rcnn/accuracy": 0.891742344675226, "mask_rcnn/false_negative": 0.09719533366554316, "mask_rcnn/false_positive": 0.12479968914557305, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.0, "time": 0.7155987834557891, "total_loss": 1.5789892463581054} {"data_time": 0.010842076502740383, "eta_seconds": 67166.53991452511, "iteration": 177499, "loss_fcos_cls": 0.23798911477206275, "loss_fcos_ctr": 0.614978632889688, "loss_fcos_loc": 0.17735770536819473, "loss_mask": 0.26683067809790373, "loss_maskiou": 0.005499431135831401, "loss_sem_seg": 0.23533617472276092, "lr": 0.01, "mask_rcnn/accuracy": 0.905124376939716, "mask_rcnn/false_negative": 0.07499628548559487, "mask_rcnn/false_positive": 0.1418335122631396, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.25, "time": 0.7126859752461314, "total_loss": 1.5369495519989869} {"data_time": 0.010623728856444359, "eta_seconds": 67086.62683173828, "iteration": 177519, "loss_fcos_cls": 0.2409622552804649, "loss_fcos_ctr": 0.6167804831638932, "loss_fcos_loc": 0.18118273024447262, "loss_mask": 0.25833688024431467, "loss_maskiou": 0.0053531621233560145, "loss_sem_seg": 0.25996038829907775, "lr": 0.01, "mask_rcnn/accuracy": 0.9049762007418661, "mask_rcnn/false_negative": 0.07965673799717227, "mask_rcnn/false_positive": 0.1071920437069721, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.75, "time": 0.7081452831625938, "total_loss": 1.5450426749157486} {"data_time": 0.010785839520394802, "eta_seconds": 67068.84150810633, "iteration": 177539, "loss_fcos_cls": 0.2381215380737558, "loss_fcos_ctr": 0.6147904815152287, "loss_fcos_loc": 0.17608884035144, "loss_mask": 0.2471943269483745, "loss_maskiou": 0.004942983556247782, "loss_sem_seg": 0.26319297309964895, "lr": 0.01, "mask_rcnn/accuracy": 0.9098768295196866, "mask_rcnn/false_negative": 0.07865612221325805, "mask_rcnn/false_positive": 0.111284015412906, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.0, "time": 0.7058246405795217, "total_loss": 1.54917227072292} {"data_time": 0.009838097728788853, "eta_seconds": 67054.3340202989, "iteration": 177559, "loss_fcos_cls": 0.2425359352491796, "loss_fcos_ctr": 0.6184520358219743, "loss_fcos_loc": 0.1773758023045957, "loss_mask": 0.2607625359669328, "loss_maskiou": 0.005115878506330773, "loss_sem_seg": 0.29330705816391855, "lr": 0.01, "mask_rcnn/accuracy": 0.894271054776077, "mask_rcnn/false_negative": 0.09541912661108838, "mask_rcnn/false_positive": 0.13207668524449512, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.0, "time": 0.7231075093150139, "total_loss": 1.5862901217114995} {"data_time": 0.010444026440382004, "eta_seconds": 66977.31408444699, "iteration": 177579, "loss_fcos_cls": 0.23731512343510985, "loss_fcos_ctr": 0.6190558737143874, "loss_fcos_loc": 0.18792349024442956, "loss_mask": 0.26461037807166576, "loss_maskiou": 0.0055969443965295795, "loss_sem_seg": 0.27176046883687377, "lr": 0.01, "mask_rcnn/accuracy": 0.8884238008525778, "mask_rcnn/false_negative": 0.09575270296018944, "mask_rcnn/false_positive": 0.11345238850069321, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.5, "time": 0.720334293320775, "total_loss": 1.585903161088936} {"data_time": 0.010515459813177586, "eta_seconds": 67009.18189929798, "iteration": 177599, "loss_fcos_cls": 0.24383570277132094, "loss_fcos_ctr": 0.6171653568744659, "loss_fcos_loc": 0.1940269935876131, "loss_mask": 0.26036559510976076, "loss_maskiou": 0.005770157018559985, "loss_sem_seg": 0.25003987457603216, "lr": 0.01, "mask_rcnn/accuracy": 0.89774401532765, "mask_rcnn/false_negative": 0.0787405102398977, "mask_rcnn/false_positive": 0.1057137579955374, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.25, "time": 0.7232717163860798, "total_loss": 1.565224595804466} {"data_time": 0.010117260739207268, "eta_seconds": 66920.17613650113, "iteration": 177619, "loss_fcos_cls": 0.22801868966780603, "loss_fcos_ctr": 0.6195416920818388, "loss_fcos_loc": 0.1824270230717957, "loss_mask": 0.2540823076851666, "loss_maskiou": 0.005617900929792086, "loss_sem_seg": 0.2794089103117585, "lr": 0.01, "mask_rcnn/accuracy": 0.8774475250626566, "mask_rcnn/false_negative": 0.1007598987179273, "mask_rcnn/false_positive": 0.12918863232153918, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.0, "time": 0.7120500942692161, "total_loss": 1.5507730993413134} {"data_time": 0.010044675320386887, "eta_seconds": 66885.50219581928, "iteration": 177639, "loss_fcos_cls": 0.23542067129164934, "loss_fcos_ctr": 0.6187489288859069, "loss_fcos_loc": 0.1896992246620357, "loss_mask": 0.26478370279073715, "loss_maskiou": 0.005390581598476274, "loss_sem_seg": 0.2707785975653678, "lr": 0.01, "mask_rcnn/accuracy": 0.8914761001438369, "mask_rcnn/false_negative": 0.09016592430807016, "mask_rcnn/false_positive": 0.12347684273180395, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.718448025174439, "total_loss": 1.5769368351102457} {"data_time": 0.010883603245019913, "eta_seconds": 66841.91921834461, "iteration": 177659, "loss_fcos_cls": 0.22975687845610082, "loss_fcos_ctr": 0.6180506711825728, "loss_fcos_loc": 0.18377882929053158, "loss_mask": 0.24990425538271666, "loss_maskiou": 0.0057687540975166485, "loss_sem_seg": 0.24129466526210308, "lr": 0.01, "mask_rcnn/accuracy": 0.8873442810726638, "mask_rcnn/false_negative": 0.09402011439980984, "mask_rcnn/false_positive": 0.12547053626017934, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 38.0, "time": 0.7252467144280672, "total_loss": 1.5414336315297987} {"data_time": 0.009973548352718353, "eta_seconds": 66827.44202636741, "iteration": 177679, "loss_fcos_cls": 0.24146797275170684, "loss_fcos_ctr": 0.6166047966107726, "loss_fcos_loc": 0.1862153431866318, "loss_mask": 0.26349604036659, "loss_maskiou": 0.0059740903379861265, "loss_sem_seg": 0.2641553448047489, "lr": 0.01, "mask_rcnn/accuracy": 0.8799098127623142, "mask_rcnn/false_negative": 0.1014030204370309, "mask_rcnn/false_positive": 0.1419910854999098, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 37.0, "time": 0.7303748736158013, "total_loss": 1.5720897430364857} {"data_time": 0.009852253831923008, "eta_seconds": 66791.96242541447, "iteration": 177699, "loss_fcos_cls": 0.23006749979685992, "loss_fcos_ctr": 0.615971339866519, "loss_fcos_loc": 0.18153740861453116, "loss_mask": 0.2564453058876097, "loss_maskiou": 0.005120196219650097, "loss_sem_seg": 0.2528741373680532, "lr": 0.01, "mask_rcnn/accuracy": 0.8988713813347728, "mask_rcnn/false_negative": 0.0827589722185787, "mask_rcnn/false_positive": 0.13591784672556045, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.25, "time": 0.7269995482638478, "total_loss": 1.5375477053130453} {"data_time": 0.011593200266361237, "eta_seconds": 66749.14806447178, "iteration": 177719, "loss_fcos_cls": 0.2371067488566041, "loss_fcos_ctr": 0.6185723291710019, "loss_fcos_loc": 0.19603067194111645, "loss_mask": 0.2651452338322997, "loss_maskiou": 0.006343109926092438, "loss_sem_seg": 0.25343737727962434, "lr": 0.01, "mask_rcnn/accuracy": 0.8781169006711179, "mask_rcnn/false_negative": 0.11480835543505996, "mask_rcnn/false_positive": 0.11923369589879187, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7062280904501677, "total_loss": 1.5597179370597587} {"data_time": 0.011187724769115448, "eta_seconds": 66748.92024241667, "iteration": 177739, "loss_fcos_cls": 0.23589761811308563, "loss_fcos_ctr": 0.6144828079268336, "loss_fcos_loc": 0.17574998002965003, "loss_mask": 0.24446215480566025, "loss_maskiou": 0.005639261813485064, "loss_sem_seg": 0.23444257909432054, "lr": 0.01, "mask_rcnn/accuracy": 0.8923852665301126, "mask_rcnn/false_negative": 0.08385332675792617, "mask_rcnn/false_positive": 0.12534032493826291, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.75, "time": 0.7230832604691386, "total_loss": 1.5387628300231881} {"data_time": 0.009832868352532387, "eta_seconds": 66734.45065716561, "iteration": 177759, "loss_fcos_cls": 0.23454145551659167, "loss_fcos_ctr": 0.6144714308902621, "loss_fcos_loc": 0.18289706390351057, "loss_mask": 0.2544018435291946, "loss_maskiou": 0.005365500786865596, "loss_sem_seg": 0.24350742809474468, "lr": 0.01, "mask_rcnn/accuracy": 0.8885780638012781, "mask_rcnn/false_negative": 0.07504061452472185, "mask_rcnn/false_positive": 0.13210126612564374, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.5, "time": 0.7273716097697616, "total_loss": 1.536184541972034} {"data_time": 0.008912102319300175, "eta_seconds": 66755.0560664814, "iteration": 177779, "loss_fcos_cls": 0.2541167188901454, "loss_fcos_ctr": 0.6166866170242429, "loss_fcos_loc": 0.18236705975141376, "loss_mask": 0.2432429390028119, "loss_maskiou": 0.00482621879564249, "loss_sem_seg": 0.27071109553799033, "lr": 0.01, "mask_rcnn/accuracy": 0.9004984559613319, "mask_rcnn/false_negative": 0.09294947175090086, "mask_rcnn/false_positive": 0.11855096513163507, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.25, "time": 0.7355273235589266, "total_loss": 1.5604949238154404} {"data_time": 0.010133528150618076, "eta_seconds": 66740.5788745042, "iteration": 177799, "loss_fcos_cls": 0.2262645752634853, "loss_fcos_ctr": 0.6205059457570314, "loss_fcos_loc": 0.18492450343910605, "loss_mask": 0.2461961549706757, "loss_maskiou": 0.004940330036333762, "loss_sem_seg": 0.2759839193895459, "lr": 0.01, "mask_rcnn/accuracy": 0.9032353417557499, "mask_rcnn/false_negative": 0.09252073163968028, "mask_rcnn/false_positive": 0.11030755854952816, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.0, "time": 0.7315015504136682, "total_loss": 1.5603364080525353} {"data_time": 0.009623776189982891, "eta_seconds": 66715.91924236994, "iteration": 177819, "loss_fcos_cls": 0.24808073439635336, "loss_fcos_ctr": 0.6187031851150095, "loss_fcos_loc": 0.1811802110169083, "loss_mask": 0.2582259038463235, "loss_maskiou": 0.005671250430168584, "loss_sem_seg": 0.2960156826302409, "lr": 0.01, "mask_rcnn/accuracy": 0.8866591895378841, "mask_rcnn/false_negative": 0.086002678108218, "mask_rcnn/false_positive": 0.15461545374321387, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.5, "time": 0.7206188971176744, "total_loss": 1.597664015571354} {"data_time": 0.010912722907960415, "eta_seconds": 66744.8233027719, "iteration": 177839, "loss_fcos_cls": 0.23919923475477844, "loss_fcos_ctr": 0.6196413850411773, "loss_fcos_loc": 0.19420423405244946, "loss_mask": 0.2530417204834521, "loss_maskiou": 0.004720189794170437, "loss_sem_seg": 0.2646384434774518, "lr": 0.01, "mask_rcnn/accuracy": 0.8918742821804047, "mask_rcnn/false_negative": 0.10731006151997327, "mask_rcnn/false_positive": 0.13495717098147697, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.0, "time": 0.728707218542695, "total_loss": 1.575509009675443} {"data_time": 0.009119574911892414, "eta_seconds": 66730.33890626952, "iteration": 177859, "loss_fcos_cls": 0.24397996626794338, "loss_fcos_ctr": 0.6204944234341383, "loss_fcos_loc": 0.18979581724852324, "loss_mask": 0.26741358265280724, "loss_maskiou": 0.005359907576348633, "loss_sem_seg": 0.283876393456012, "lr": 0.01, "mask_rcnn/accuracy": 0.9036445853645102, "mask_rcnn/false_negative": 0.09840586166571713, "mask_rcnn/false_positive": 0.10253086073655548, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7121102968230844, "total_loss": 1.5937199744221289} {"data_time": 0.009224655106663704, "eta_seconds": 66699.1269246703, "iteration": 177879, "loss_fcos_cls": 0.23375936853699386, "loss_fcos_ctr": 0.614511108957231, "loss_fcos_loc": 0.18292941735126078, "loss_mask": 0.2558020884171128, "loss_maskiou": 0.005044803401688114, "loss_sem_seg": 0.2683357489295304, "lr": 0.01, "mask_rcnn/accuracy": 0.8822513307454894, "mask_rcnn/false_negative": 0.09177281451706129, "mask_rcnn/false_positive": 0.1257168728712825, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7066085692495108, "total_loss": 1.5441872392439109} {"data_time": 0.010994674637913704, "eta_seconds": 66684.64615982305, "iteration": 177899, "loss_fcos_cls": 0.24440646590664983, "loss_fcos_ctr": 0.6184047497808933, "loss_fcos_loc": 0.18437812267802656, "loss_mask": 0.2562088733538985, "loss_maskiou": 0.004977500648237765, "loss_sem_seg": 0.24493739940226078, "lr": 0.01, "mask_rcnn/accuracy": 0.8828263907090084, "mask_rcnn/false_negative": 0.09545797535173162, "mask_rcnn/false_positive": 0.13316606451938176, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7397037977352738, "total_loss": 1.5638208334930823} {"data_time": 0.01035745907574892, "eta_seconds": 66646.93490763754, "iteration": 177919, "loss_fcos_cls": 0.24352467677090317, "loss_fcos_ctr": 0.6208056202158332, "loss_fcos_loc": 0.20210127427708358, "loss_mask": 0.24804873205721378, "loss_maskiou": 0.005010488202970009, "loss_sem_seg": 0.2617756357649341, "lr": 0.01, "mask_rcnn/accuracy": 0.8883807128620679, "mask_rcnn/false_negative": 0.08223715889155349, "mask_rcnn/false_positive": 0.14559032623540055, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 42.0, "time": 0.7246496696025133, "total_loss": 1.6169697331069983} {"data_time": 0.00889215525239706, "eta_seconds": 66639.23853066377, "iteration": 177939, "loss_fcos_cls": 0.24418550496920943, "loss_fcos_ctr": 0.6210599085316062, "loss_fcos_loc": 0.19223721761954948, "loss_mask": 0.26349527202546597, "loss_maskiou": 0.005165368187590502, "loss_sem_seg": 0.25782051542773843, "lr": 0.01, "mask_rcnn/accuracy": 0.8944947770774977, "mask_rcnn/false_negative": 0.09136374055807352, "mask_rcnn/false_positive": 0.13179773513727402, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.7315295487642288, "total_loss": 1.6008344837173354} {"data_time": 0.010990890674293041, "eta_seconds": 66617.98346927017, "iteration": 177959, "loss_fcos_cls": 0.23559515096712857, "loss_fcos_ctr": 0.6221885411068797, "loss_fcos_loc": 0.1901737820589915, "loss_mask": 0.2592885373160243, "loss_maskiou": 0.005298290416249074, "loss_sem_seg": 0.24467684770934284, "lr": 0.01, "mask_rcnn/accuracy": 0.8935139489650767, "mask_rcnn/false_negative": 0.10278778142936124, "mask_rcnn/false_positive": 0.11632995017874212, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.25, "time": 0.7164566516876221, "total_loss": 1.5744162120608962} {"data_time": 0.00998776126652956, "eta_seconds": 66589.34544965997, "iteration": 177979, "loss_fcos_cls": 0.24679086520336568, "loss_fcos_ctr": 0.6154871182516217, "loss_fcos_loc": 0.17968329903669655, "loss_mask": 0.2599255256354809, "loss_maskiou": 0.00521228120487649, "loss_sem_seg": 0.2390697947703302, "lr": 0.01, "mask_rcnn/accuracy": 0.894982259512951, "mask_rcnn/false_negative": 0.0824304474964271, "mask_rcnn/false_positive": 0.11593807311824456, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 29.5, "time": 0.7210835702717304, "total_loss": 1.5635139155256184} {"data_time": 0.01058963779360056, "eta_seconds": 66595.80695473216, "iteration": 177999, "loss_fcos_cls": 0.22975553548894823, "loss_fcos_ctr": 0.6187766566872597, "loss_fcos_loc": 0.18241065996699035, "loss_mask": 0.24563381681218743, "loss_maskiou": 0.0050700125357252546, "loss_sem_seg": 0.24634534120559692, "lr": 0.01, "mask_rcnn/accuracy": 0.8869581738945578, "mask_rcnn/false_negative": 0.0907201521258674, "mask_rcnn/false_positive": 0.1230546484230804, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 37.5, "time": 0.7304139491170645, "total_loss": 1.5310732927318895} {"data_time": 0.00881673488765955, "eta_seconds": 66560.40016740933, "iteration": 178019, "loss_fcos_cls": 0.23600264661945403, "loss_fcos_ctr": 0.6168853854760528, "loss_fcos_loc": 0.18221300980076194, "loss_mask": 0.258829683996737, "loss_maskiou": 0.005244620180747006, "loss_sem_seg": 0.27917485125362873, "lr": 0.01, "mask_rcnn/accuracy": 0.8885235613384109, "mask_rcnn/false_negative": 0.08916784945328955, "mask_rcnn/false_positive": 0.13648077740727083, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7272366229444742, "total_loss": 1.5944913977655233} {"data_time": 0.010320480912923813, "eta_seconds": 66560.08059253544, "iteration": 178039, "loss_fcos_cls": 0.24096462642773986, "loss_fcos_ctr": 0.6186271822080016, "loss_fcos_loc": 0.18519625789485872, "loss_mask": 0.23215124290436506, "loss_maskiou": 0.004661256942199543, "loss_sem_seg": 0.246984732337296, "lr": 0.01, "mask_rcnn/accuracy": 0.8846157822384156, "mask_rcnn/false_negative": 0.09088547056555363, "mask_rcnn/false_positive": 0.13621783381444436, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7408324712887406, "total_loss": 1.542447047351743} {"data_time": 0.010762437246739864, "eta_seconds": 66537.92355638836, "iteration": 178059, "loss_fcos_cls": 0.23939870414324105, "loss_fcos_ctr": 0.6204016706906259, "loss_fcos_loc": 0.18565289227990434, "loss_mask": 0.2516621183604002, "loss_maskiou": 0.005000985001970548, "loss_sem_seg": 0.26513348100706935, "lr": 0.01, "mask_rcnn/accuracy": 0.8920881749829118, "mask_rcnn/false_negative": 0.10046470261402328, "mask_rcnn/false_positive": 0.13353413130178057, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.723845069296658, "total_loss": 1.568499709450407} {"data_time": 0.01037930604070425, "eta_seconds": 66537.89818682335, "iteration": 178079, "loss_fcos_cls": 0.23345636459998786, "loss_fcos_ctr": 0.6172088012099266, "loss_fcos_loc": 0.17458559689112008, "loss_mask": 0.2570197214372456, "loss_maskiou": 0.005082176881842315, "loss_sem_seg": 0.24682908225804567, "lr": 0.01, "mask_rcnn/accuracy": 0.8819648440184155, "mask_rcnn/false_negative": 0.08448104021586816, "mask_rcnn/false_positive": 0.13805705777168079, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7324010785669088, "total_loss": 1.5249458391554072} {"data_time": 0.010930103249847889, "eta_seconds": 66508.97545986716, "iteration": 178099, "loss_fcos_cls": 0.2261390434578061, "loss_fcos_ctr": 0.6179076517000794, "loss_fcos_loc": 0.18370953388512135, "loss_mask": 0.25254685152322054, "loss_maskiou": 0.005280468976707198, "loss_sem_seg": 0.23723169788718224, "lr": 0.01, "mask_rcnn/accuracy": 0.8912416235150776, "mask_rcnn/false_negative": 0.09618656859785384, "mask_rcnn/false_positive": 0.12486544967144547, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7199345864355564, "total_loss": 1.5185639432238531} {"data_time": 0.009425491094589233, "eta_seconds": 66464.09800321609, "iteration": 178119, "loss_fcos_cls": 0.2327164364978671, "loss_fcos_ctr": 0.6196936804335564, "loss_fcos_loc": 0.1845548995770514, "loss_mask": 0.2512417659163475, "loss_maskiou": 0.005040524039941374, "loss_sem_seg": 0.26511739008128643, "lr": 0.01, "mask_rcnn/accuracy": 0.8824845220622496, "mask_rcnn/false_negative": 0.09125390250728399, "mask_rcnn/false_positive": 0.1300585585198443, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.7200038069859147, "total_loss": 1.60361056785041} {"data_time": 0.01132472138851881, "eta_seconds": 66451.59827408195, "iteration": 178139, "loss_fcos_cls": 0.24660421791486442, "loss_fcos_ctr": 0.6178013887256384, "loss_fcos_loc": 0.18982401012908667, "loss_mask": 0.26166389510035515, "loss_maskiou": 0.0057787919213296846, "loss_sem_seg": 0.2735488940961659, "lr": 0.01, "mask_rcnn/accuracy": 0.8884551141885326, "mask_rcnn/false_negative": 0.08661725254796555, "mask_rcnn/false_positive": 0.15414237404903602, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 33.75, "time": 0.7329192375764251, "total_loss": 1.5855964482907439} {"data_time": 0.010937489569187164, "eta_seconds": 66469.26256503444, "iteration": 178159, "loss_fcos_cls": 0.23885408439673483, "loss_fcos_ctr": 0.6197026418522, "loss_fcos_loc": 0.1838682865491137, "loss_mask": 0.2596607729792595, "loss_maskiou": 0.0060809941569459625, "loss_sem_seg": 0.25151013024151325, "lr": 0.01, "mask_rcnn/accuracy": 0.8751420147965179, "mask_rcnn/false_negative": 0.08986382395708703, "mask_rcnn/false_positive": 0.1434892679378943, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 31.0, "time": 0.7402012348175049, "total_loss": 1.5557482789226924} {"data_time": 0.010526379570364952, "eta_seconds": 66430.58936689328, "iteration": 178179, "loss_fcos_cls": 0.23834151541814208, "loss_fcos_ctr": 0.6139985229820013, "loss_fcos_loc": 0.18237966788001359, "loss_mask": 0.25283703580498695, "loss_maskiou": 0.004552355421765242, "loss_sem_seg": 0.269067813642323, "lr": 0.01, "mask_rcnn/accuracy": 0.8705078262605388, "mask_rcnn/false_negative": 0.0932663064013809, "mask_rcnn/false_positive": 0.1635978007059688, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.5, "time": 0.6881712907925248, "total_loss": 1.574651727300079} {"data_time": 0.009489361196756363, "eta_seconds": 66467.43468711432, "iteration": 178199, "loss_fcos_cls": 0.2441634051501751, "loss_fcos_ctr": 0.6188693270087242, "loss_fcos_loc": 0.18591261957772076, "loss_mask": 0.24754791893064976, "loss_maskiou": 0.004987604996131267, "loss_sem_seg": 0.25150151876732707, "lr": 0.01, "mask_rcnn/accuracy": 0.8856269784647114, "mask_rcnn/false_negative": 0.08155264302025422, "mask_rcnn/false_positive": 0.1459495965781858, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 40.5, "time": 0.733763424679637, "total_loss": 1.5634550444301567} {"data_time": 0.009935623034834862, "eta_seconds": 66470.00270939991, "iteration": 178219, "loss_fcos_cls": 0.24365625297650695, "loss_fcos_ctr": 0.6199470050632954, "loss_fcos_loc": 0.17933645646553487, "loss_mask": 0.25263907853513956, "loss_maskiou": 0.004641269748390187, "loss_sem_seg": 0.2469900823198259, "lr": 0.01, "mask_rcnn/accuracy": 0.8836453005519826, "mask_rcnn/false_negative": 0.09280205860600406, "mask_rcnn/false_positive": 0.13937068627540392, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.0, "time": 0.7254595812410116, "total_loss": 1.5642783944131224} {"data_time": 0.009614063426852226, "eta_seconds": 66413.36561838817, "iteration": 178239, "loss_fcos_cls": 0.22858183225616813, "loss_fcos_ctr": 0.6172819682396948, "loss_fcos_loc": 0.17245672980789095, "loss_mask": 0.24803302716463804, "loss_maskiou": 0.0043321828852640465, "loss_sem_seg": 0.26290056807920337, "lr": 0.01, "mask_rcnn/accuracy": 0.9011647422126745, "mask_rcnn/false_negative": 0.09251330761352705, "mask_rcnn/false_positive": 0.11220760756551733, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7226223843172193, "total_loss": 1.5468999855365837} {"data_time": 0.009521896950900555, "eta_seconds": 66395.51226628013, "iteration": 178259, "loss_fcos_cls": 0.23121488437755033, "loss_fcos_ctr": 0.6167764449492097, "loss_fcos_loc": 0.18324172706343234, "loss_mask": 0.25470801163464785, "loss_maskiou": 0.0049830254865810275, "loss_sem_seg": 0.26455280371010303, "lr": 0.01, "mask_rcnn/accuracy": 0.9008531225348922, "mask_rcnn/false_negative": 0.09307318903708987, "mask_rcnn/false_positive": 0.12250396793595604, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.0, "time": 0.7199889943003654, "total_loss": 1.546573285051636} {"data_time": 0.009962782263755798, "eta_seconds": 66372.25583278015, "iteration": 178279, "loss_fcos_cls": 0.23524060100317, "loss_fcos_ctr": 0.615332598797977, "loss_fcos_loc": 0.18465916719287634, "loss_mask": 0.25778024550527334, "loss_maskiou": 0.005396281441790052, "loss_sem_seg": 0.2597957425750792, "lr": 0.01, "mask_rcnn/accuracy": 0.904985258906194, "mask_rcnn/false_negative": 0.09307705037644495, "mask_rcnn/false_positive": 0.11131967094315219, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.0, "time": 0.7173034707084298, "total_loss": 1.5570916832075454} {"data_time": 0.010138359852135181, "eta_seconds": 66357.78319165483, "iteration": 178299, "loss_fcos_cls": 0.23413072992116213, "loss_fcos_ctr": 0.620920003624633, "loss_fcos_loc": 0.1968302569584921, "loss_mask": 0.26146588660776615, "loss_maskiou": 0.005370678198232781, "loss_sem_seg": 0.2652617492713034, "lr": 0.01, "mask_rcnn/accuracy": 0.8949201159336975, "mask_rcnn/false_negative": 0.08737463959675894, "mask_rcnn/false_positive": 0.13501981884007042, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.75, "time": 0.7293857224285603, "total_loss": 1.5805093897215556} {"data_time": 0.010343926958739758, "eta_seconds": 66319.42370057851, "iteration": 178319, "loss_fcos_cls": 0.2400826623197645, "loss_fcos_ctr": 0.6199883371591568, "loss_fcos_loc": 0.1869358568219468, "loss_mask": 0.2502172738313675, "loss_maskiou": 0.005091917992103845, "loss_sem_seg": 0.29238225682638586, "lr": 0.01, "mask_rcnn/accuracy": 0.9017785080133749, "mask_rcnn/false_negative": 0.08791056356582808, "mask_rcnn/false_positive": 0.11057384244412247, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.25, "time": 0.7269215686246753, "total_loss": 1.5725183366885176} {"data_time": 0.010202254168689251, "eta_seconds": 66302.22396208066, "iteration": 178339, "loss_fcos_cls": 0.23326821811497211, "loss_fcos_ctr": 0.6159843760542572, "loss_fcos_loc": 0.17567104776389897, "loss_mask": 0.26738047040998936, "loss_maskiou": 0.005318753203027882, "loss_sem_seg": 0.24529076623730361, "lr": 0.01, "mask_rcnn/accuracy": 0.8803024083196497, "mask_rcnn/false_negative": 0.08228672150353061, "mask_rcnn/false_positive": 0.14096195246510565, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.5, "time": 0.7190377498045564, "total_loss": 1.5661789728328586} {"data_time": 0.010012785904109478, "eta_seconds": 66268.94102843106, "iteration": 178359, "loss_fcos_cls": 0.25092644698452204, "loss_fcos_ctr": 0.6155933905392885, "loss_fcos_loc": 0.1865251618437469, "loss_mask": 0.25973103661090136, "loss_maskiou": 0.005435801400381024, "loss_sem_seg": 0.2662432207725942, "lr": 0.01, "mask_rcnn/accuracy": 0.8874040146361575, "mask_rcnn/false_negative": 0.08784050400048232, "mask_rcnn/false_positive": 0.1253458103231614, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.7033782890066504, "total_loss": 1.592374272097004} {"data_time": 0.009786673821508884, "eta_seconds": 66254.47830082476, "iteration": 178379, "loss_fcos_cls": 0.2540273512713611, "loss_fcos_ctr": 0.6212722761556506, "loss_fcos_loc": 0.19185927067883313, "loss_mask": 0.26830755453556776, "loss_maskiou": 0.00560644064535154, "loss_sem_seg": 0.28021310921758413, "lr": 0.01, "mask_rcnn/accuracy": 0.8924778849833944, "mask_rcnn/false_negative": 0.0730601466257328, "mask_rcnn/false_positive": 0.1402260520609107, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7175543736666441, "total_loss": 1.615731771416904} {"data_time": 0.009965945035219193, "eta_seconds": 66294.19037402608, "iteration": 178399, "loss_fcos_cls": 0.24127636081539094, "loss_fcos_ctr": 0.622252756729722, "loss_fcos_loc": 0.1922619710676372, "loss_mask": 0.2674626186490059, "loss_maskiou": 0.0052167394114803756, "loss_sem_seg": 0.2822656147181988, "lr": 0.01, "mask_rcnn/accuracy": 0.8857958648728168, "mask_rcnn/false_negative": 0.09742888768954774, "mask_rcnn/false_positive": 0.1395068078000509, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.743312755599618, "total_loss": 1.6434414001269033} {"data_time": 0.010384073480963707, "eta_seconds": 66283.08798615541, "iteration": 178419, "loss_fcos_cls": 0.24832615652121603, "loss_fcos_ctr": 0.6146940933540463, "loss_fcos_loc": 0.19204928120598197, "loss_mask": 0.255209025926888, "loss_maskiou": 0.005155179736902937, "loss_sem_seg": 0.2691087140701711, "lr": 0.01, "mask_rcnn/accuracy": 0.9148107670010572, "mask_rcnn/false_negative": 0.07207805529919578, "mask_rcnn/false_positive": 0.1060797436654528, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.75, "time": 0.743981477804482, "total_loss": 1.553838138221181} {"data_time": 0.009327900595963001, "eta_seconds": 66320.16941189393, "iteration": 178439, "loss_fcos_cls": 0.24025096441619098, "loss_fcos_ctr": 0.6171789951622486, "loss_fcos_loc": 0.18342321523232386, "loss_mask": 0.2619435787200928, "loss_maskiou": 0.00519210774655221, "loss_sem_seg": 0.2633318295702338, "lr": 0.01, "mask_rcnn/accuracy": 0.8800098950899754, "mask_rcnn/false_negative": 0.08450186144215112, "mask_rcnn/false_positive": 0.1406557894258464, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.0, "time": 0.7424327088519931, "total_loss": 1.5458038525830489} {"data_time": 0.010041272267699242, "eta_seconds": 66371.00633067638, "iteration": 178459, "loss_fcos_cls": 0.23034642776474357, "loss_fcos_ctr": 0.6177147671114653, "loss_fcos_loc": 0.1804493861272931, "loss_mask": 0.2404348636046052, "loss_maskiou": 0.004926316243654583, "loss_sem_seg": 0.2550279509741813, "lr": 0.01, "mask_rcnn/accuracy": 0.8898160400523846, "mask_rcnn/false_negative": 0.09248956185741289, "mask_rcnn/false_positive": 0.11194623982102428, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7414514366537333, "total_loss": 1.5388392439490417} {"data_time": 0.010760459117591381, "eta_seconds": 66356.5055045262, "iteration": 178479, "loss_fcos_cls": 0.24466918234247714, "loss_fcos_ctr": 0.6217851806432009, "loss_fcos_loc": 0.18841427325969562, "loss_mask": 0.2628804878331721, "loss_maskiou": 0.005200503641390242, "loss_sem_seg": 0.26148028392344713, "lr": 0.01, "mask_rcnn/accuracy": 0.8663982383998375, "mask_rcnn/false_negative": 0.10267805092713148, "mask_rcnn/false_positive": 0.13728147637825697, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.75, "time": 0.7126680528745055, "total_loss": 1.5851122655003564} {"data_time": 0.009838503785431385, "eta_seconds": 66352.85109137744, "iteration": 178499, "loss_fcos_cls": 0.22530334442853928, "loss_fcos_ctr": 0.6169436858035624, "loss_fcos_loc": 0.18511139415204525, "loss_mask": 0.2437537731602788, "loss_maskiou": 0.004752735811052844, "loss_sem_seg": 0.2597720178309828, "lr": 0.01, "mask_rcnn/accuracy": 0.9044071763942646, "mask_rcnn/false_negative": 0.08816073223943467, "mask_rcnn/false_positive": 0.11965340229927059, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 25.25, "time": 0.7236526235938072, "total_loss": 1.5397670972379274} {"data_time": 0.009915073402225971, "eta_seconds": 66385.4564313814, "iteration": 178519, "loss_fcos_cls": 0.23805808112956583, "loss_fcos_ctr": 0.6196720860898495, "loss_fcos_loc": 0.19307760999072343, "loss_mask": 0.25485680997371674, "loss_maskiou": 0.005406341992056696, "loss_sem_seg": 0.27331445016898215, "lr": 0.01, "mask_rcnn/accuracy": 0.8714859708880023, "mask_rcnn/false_negative": 0.09910291488906707, "mask_rcnn/false_positive": 0.1198288248938274, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.0, "time": 0.7374715404585004, "total_loss": 1.591491502491408} {"data_time": 0.010651522316038609, "eta_seconds": 66423.09795092605, "iteration": 178539, "loss_fcos_cls": 0.2353298544185236, "loss_fcos_ctr": 0.6161433439701796, "loss_fcos_loc": 0.1916802003979683, "loss_mask": 0.2625134829431772, "loss_maskiou": 0.005091027407615911, "loss_sem_seg": 0.24881939496845007, "lr": 0.01, "mask_rcnn/accuracy": 0.9066053206997085, "mask_rcnn/false_negative": 0.07507664598793892, "mask_rcnn/false_positive": 0.11112938940860953, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.7453871639445424, "total_loss": 1.5582196098839631} {"data_time": 0.011172965168952942, "eta_seconds": 66396.90104445443, "iteration": 178559, "loss_fcos_cls": 0.24042058154009283, "loss_fcos_ctr": 0.6189836282283068, "loss_fcos_loc": 0.18555360776372254, "loss_mask": 0.27209344785660505, "loss_maskiou": 0.00562306483334396, "loss_sem_seg": 0.23067406797781587, "lr": 0.01, "mask_rcnn/accuracy": 0.8715858677278234, "mask_rcnn/false_negative": 0.08213136592079683, "mask_rcnn/false_positive": 0.15047141220726545, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.25, "time": 0.7224856782704592, "total_loss": 1.5713335625550826} {"data_time": 0.010510913096368313, "eta_seconds": 66360.68508363143, "iteration": 178579, "loss_fcos_cls": 0.239217629423365, "loss_fcos_ctr": 0.6184396548196673, "loss_fcos_loc": 0.18093885388225317, "loss_mask": 0.25326360389590263, "loss_maskiou": 0.005241707665845752, "loss_sem_seg": 0.26591021474450827, "lr": 0.01, "mask_rcnn/accuracy": 0.8929975495265674, "mask_rcnn/false_negative": 0.08960327104417967, "mask_rcnn/false_positive": 0.13039837290576178, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.25, "time": 0.6938826786354184, "total_loss": 1.5431125488248654} {"data_time": 0.011172071099281311, "eta_seconds": 66346.16748153046, "iteration": 178599, "loss_fcos_cls": 0.24306244240142405, "loss_fcos_ctr": 0.6177683500573039, "loss_fcos_loc": 0.18166374135762453, "loss_mask": 0.25129801221191883, "loss_maskiou": 0.005001586760045029, "loss_sem_seg": 0.2583539402112365, "lr": 0.01, "mask_rcnn/accuracy": 0.885378237833595, "mask_rcnn/false_negative": 0.08680977588462659, "mask_rcnn/false_positive": 0.13009593521253832, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.75, "time": 0.7234278656542301, "total_loss": 1.5374459890590515} {"data_time": 0.009948225691914558, "eta_seconds": 66394.57742152456, "iteration": 178619, "loss_fcos_cls": 0.2508155914838426, "loss_fcos_ctr": 0.6181229981593788, "loss_fcos_loc": 0.18551613442832604, "loss_mask": 0.26564555894583464, "loss_maskiou": 0.0054457205296785105, "loss_sem_seg": 0.2473217500373721, "lr": 0.01, "mask_rcnn/accuracy": 0.8820560331941054, "mask_rcnn/false_negative": 0.10041152124022401, "mask_rcnn/false_positive": 0.11694610985601414, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 40.25, "time": 0.7340432377532125, "total_loss": 1.5636794444726547} {"data_time": 0.009531968273222446, "eta_seconds": 66401.07051083073, "iteration": 178639, "loss_fcos_cls": 0.22338202991522849, "loss_fcos_ctr": 0.6199129992164671, "loss_fcos_loc": 0.18176135618705302, "loss_mask": 0.2637114776298404, "loss_maskiou": 0.005387237590184668, "loss_sem_seg": 0.2643213279079646, "lr": 0.01, "mask_rcnn/accuracy": 0.8872595045588532, "mask_rcnn/false_negative": 0.09668069471900687, "mask_rcnn/false_positive": 0.12891801604083813, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.0, "time": 0.7298901518806815, "total_loss": 1.5650828872894635} {"data_time": 0.009769347496330738, "eta_seconds": 66365.51467219088, "iteration": 178659, "loss_fcos_cls": 0.2637414720375091, "loss_fcos_ctr": 0.6195784108713269, "loss_fcos_loc": 0.19788267777767032, "loss_mask": 0.26570296939462423, "loss_maskiou": 0.0055357657074637245, "loss_sem_seg": 0.2875315872952342, "lr": 0.01, "mask_rcnn/accuracy": 0.8812858191221694, "mask_rcnn/false_negative": 0.08908583226149479, "mask_rcnn/false_positive": 0.14268878592965512, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.25, "time": 0.7215239265933633, "total_loss": 1.6495116917212727} {"data_time": 0.01028125174343586, "eta_seconds": 66392.76334524341, "iteration": 178679, "loss_fcos_cls": 0.29243158851750195, "loss_fcos_ctr": 0.6228417232632637, "loss_fcos_loc": 0.20497029554098845, "loss_mask": 0.27524234913289547, "loss_maskiou": 0.00660304775374243, "loss_sem_seg": 0.3392777326516807, "lr": 0.01, "mask_rcnn/accuracy": 0.8841896180964788, "mask_rcnn/false_negative": 0.10463730496373547, "mask_rcnn/false_positive": 0.14126701771590594, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.25, "time": 0.7564873062074184, "total_loss": 1.7390784257586347} {"data_time": 0.010054269805550575, "eta_seconds": 66408.94687186088, "iteration": 178699, "loss_fcos_cls": 0.27222797693684697, "loss_fcos_ctr": 0.6202951334416866, "loss_fcos_loc": 0.18944356660358608, "loss_mask": 0.26196052227169275, "loss_maskiou": 0.005423295573564246, "loss_sem_seg": 0.3096281196922064, "lr": 0.01, "mask_rcnn/accuracy": 0.8885673373122833, "mask_rcnn/false_negative": 0.08621684303823732, "mask_rcnn/false_positive": 0.13597154051919366, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.0, "time": 0.7373581761494279, "total_loss": 1.6265945485829434} {"data_time": 0.010087581351399422, "eta_seconds": 66397.2503260374, "iteration": 178719, "loss_fcos_cls": 0.254629383853171, "loss_fcos_ctr": 0.617047268897295, "loss_fcos_loc": 0.18060233950382099, "loss_mask": 0.2558527300134301, "loss_maskiou": 0.0054764847591286525, "loss_sem_seg": 0.2820186037570238, "lr": 0.01, "mask_rcnn/accuracy": 0.8829534593486991, "mask_rcnn/false_negative": 0.10269629562436405, "mask_rcnn/false_positive": 0.13808783470571093, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 34.0, "time": 0.7224473962560296, "total_loss": 1.5775284673582064} {"data_time": 0.010359409265220165, "eta_seconds": 66434.96975075547, "iteration": 178739, "loss_fcos_cls": 0.2427000137977302, "loss_fcos_ctr": 0.6179097983986139, "loss_fcos_loc": 0.18864963483065367, "loss_mask": 0.2525171646848321, "loss_maskiou": 0.0055728393053868786, "loss_sem_seg": 0.3005413725040853, "lr": 0.01, "mask_rcnn/accuracy": 0.9120733114674442, "mask_rcnn/false_negative": 0.07320181226278877, "mask_rcnn/false_positive": 0.10959396256804346, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 24.0, "time": 0.7508771494030952, "total_loss": 1.6107130880118348} {"data_time": 0.010049279779195786, "eta_seconds": 66396.47462910041, "iteration": 178759, "loss_fcos_cls": 0.24443005316425115, "loss_fcos_ctr": 0.617416013032198, "loss_fcos_loc": 0.19169606536161155, "loss_mask": 0.27279067877680063, "loss_maskiou": 0.005045832422183594, "loss_sem_seg": 0.24540544068440795, "lr": 0.01, "mask_rcnn/accuracy": 0.8888131214024071, "mask_rcnn/false_negative": 0.09543968499564309, "mask_rcnn/false_positive": 0.10778204726346413, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7023346358910203, "total_loss": 1.5850987095909659} {"data_time": 0.010441967286169529, "eta_seconds": 66319.26264283061, "iteration": 178779, "loss_fcos_cls": 0.2436178995994851, "loss_fcos_ctr": 0.6175026125274599, "loss_fcos_loc": 0.18694754433818161, "loss_mask": 0.26015881821513176, "loss_maskiou": 0.005484470282681286, "loss_sem_seg": 0.27295075496658683, "lr": 0.01, "mask_rcnn/accuracy": 0.8847181198903138, "mask_rcnn/false_negative": 0.09756065181169508, "mask_rcnn/false_positive": 0.1432881466893956, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.5, "time": 0.6927010035142303, "total_loss": 1.5870771435511415} {"data_time": 0.010234969668090343, "eta_seconds": 66304.72229298949, "iteration": 178799, "loss_fcos_cls": 0.2444213283015415, "loss_fcos_ctr": 0.6196726374328136, "loss_fcos_loc": 0.18944513227324933, "loss_mask": 0.26366758858785033, "loss_maskiou": 0.005554014027438825, "loss_sem_seg": 0.25712473853491247, "lr": 0.01, "mask_rcnn/accuracy": 0.8806921977577049, "mask_rcnn/false_negative": 0.08363751437817529, "mask_rcnn/false_positive": 0.13450468882385488, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.25, "time": 0.7363464813679457, "total_loss": 1.570890475952183} {"data_time": 0.010542129166424274, "eta_seconds": 66275.54098659847, "iteration": 178819, "loss_fcos_cls": 0.23696951009333134, "loss_fcos_ctr": 0.6159753557294607, "loss_fcos_loc": 0.18218309746589512, "loss_mask": 0.25277350656688213, "loss_maskiou": 0.005022932942665648, "loss_sem_seg": 0.2643227749504149, "lr": 0.01, "mask_rcnn/accuracy": 0.8872856410701405, "mask_rcnn/false_negative": 0.09098938462930134, "mask_rcnn/false_positive": 0.12168891478847942, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7210194543004036, "total_loss": 1.550876957946457} {"data_time": 0.009856443852186203, "eta_seconds": 66205.22443778627, "iteration": 178839, "loss_fcos_cls": 0.23694632784463465, "loss_fcos_ctr": 0.620409395545721, "loss_fcos_loc": 0.1947910562157631, "loss_mask": 0.27032847329974174, "loss_maskiou": 0.005500489103724249, "loss_sem_seg": 0.27462662174366415, "lr": 0.01, "mask_rcnn/accuracy": 0.8793616168058132, "mask_rcnn/false_negative": 0.09574798632477344, "mask_rcnn/false_positive": 0.14483995343721162, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.75, "time": 0.7185677690431476, "total_loss": 1.6024415134561423} {"data_time": 0.010930821299552917, "eta_seconds": 66220.20092552248, "iteration": 178859, "loss_fcos_cls": 0.2431633083615452, "loss_fcos_ctr": 0.6165515510365367, "loss_fcos_loc": 0.18729626794811338, "loss_mask": 0.25959195103496313, "loss_maskiou": 0.0053276574035407975, "loss_sem_seg": 0.285513405688107, "lr": 0.01, "mask_rcnn/accuracy": 0.897786633156552, "mask_rcnn/false_negative": 0.08465135953876632, "mask_rcnn/false_positive": 0.1356248119456584, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7305580731481314, "total_loss": 1.5862539420959365} {"data_time": 0.009861094877123833, "eta_seconds": 66278.02157600503, "iteration": 178879, "loss_fcos_cls": 0.2416303576901555, "loss_fcos_ctr": 0.6190103823319077, "loss_fcos_loc": 0.18983993586152792, "loss_mask": 0.2694990420714021, "loss_maskiou": 0.005211940915614832, "loss_sem_seg": 0.26677721831947565, "lr": 0.01, "mask_rcnn/accuracy": 0.8882299110592669, "mask_rcnn/false_negative": 0.09540224229137548, "mask_rcnn/false_positive": 0.13558179143106663, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 24.5, "time": 0.7407178087159991, "total_loss": 1.6148713728016446} {"data_time": 0.01063074916601181, "eta_seconds": 66254.42074276786, "iteration": 178899, "loss_fcos_cls": 0.23553601547610015, "loss_fcos_ctr": 0.6192677989602089, "loss_fcos_loc": 0.185360053088516, "loss_mask": 0.2632811386138201, "loss_maskiou": 0.004980620698916027, "loss_sem_seg": 0.27883286541327834, "lr": 0.01, "mask_rcnn/accuracy": 0.88657622139765, "mask_rcnn/false_negative": 0.10402087927238879, "mask_rcnn/false_positive": 0.12202272778047196, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.7413298096507788, "total_loss": 1.5831866453854673} {"data_time": 0.0097587201744318, "eta_seconds": 66239.87547526415, "iteration": 178919, "loss_fcos_cls": 0.2146908352151513, "loss_fcos_ctr": 0.6189870531670749, "loss_fcos_loc": 0.17964080744422972, "loss_mask": 0.239442297257483, "loss_maskiou": 0.004420544231834356, "loss_sem_seg": 0.22480749408714473, "lr": 0.01, "mask_rcnn/accuracy": 0.9005756433007985, "mask_rcnn/false_negative": 0.06477357102416138, "mask_rcnn/false_positive": 0.1464205841995548, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.0, "time": 0.7220288338139653, "total_loss": 1.509001910162624} {"data_time": 0.009733268991112709, "eta_seconds": 66182.53193273116, "iteration": 178939, "loss_fcos_cls": 0.2382157405372709, "loss_fcos_ctr": 0.6187118198722601, "loss_fcos_loc": 0.1914062430150807, "loss_mask": 0.24574048351496458, "loss_maskiou": 0.00474414413474733, "loss_sem_seg": 0.2549288831651211, "lr": 0.01, "mask_rcnn/accuracy": 0.8983794667292204, "mask_rcnn/false_negative": 0.07739523097743337, "mask_rcnn/false_positive": 0.12193783755978015, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.7135222014039755, "total_loss": 1.5389777119235077} {"data_time": 0.010136725381016731, "eta_seconds": 66106.45408501849, "iteration": 178959, "loss_fcos_cls": 0.24344442994333804, "loss_fcos_ctr": 0.6209247596561909, "loss_fcos_loc": 0.1889746692031622, "loss_mask": 0.2403768179938197, "loss_maskiou": 0.004891490578302182, "loss_sem_seg": 0.2527352129109204, "lr": 0.01, "mask_rcnn/accuracy": 0.8875124423791426, "mask_rcnn/false_negative": 0.09587454367878202, "mask_rcnn/false_positive": 0.1241895649204721, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7114572739228606, "total_loss": 1.560693622501276} {"data_time": 0.010137067176401615, "eta_seconds": 66103.55013165437, "iteration": 178979, "loss_fcos_cls": 0.24104936188086867, "loss_fcos_ctr": 0.6182215856388211, "loss_fcos_loc": 0.19370128633454442, "loss_mask": 0.2594031780026853, "loss_maskiou": 0.004939779874803207, "loss_sem_seg": 0.27192949620075524, "lr": 0.01, "mask_rcnn/accuracy": 0.8876869658119657, "mask_rcnn/false_negative": 0.09579438784553654, "mask_rcnn/false_positive": 0.14637001667107885, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7274952223524451, "total_loss": 1.6125843723420985} {"data_time": 0.009892769157886505, "eta_seconds": 66089.02523077838, "iteration": 178999, "loss_fcos_cls": 0.24972700676880777, "loss_fcos_ctr": 0.6217565378174186, "loss_fcos_loc": 0.18546384130604565, "loss_mask": 0.25419874861836433, "loss_maskiou": 0.005506615700141992, "loss_sem_seg": 0.25371710769832134, "lr": 0.01, "mask_rcnn/accuracy": 0.885233102415278, "mask_rcnn/false_negative": 0.0987616636053219, "mask_rcnn/false_positive": 0.1411713753521038, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.5, "time": 0.7265152651816607, "total_loss": 1.5748507360076474} {"data_time": 0.009769408032298088, "eta_seconds": 66039.36737323646, "iteration": 179019, "loss_fcos_cls": 0.23629528284072876, "loss_fcos_ctr": 0.6169766839593649, "loss_fcos_loc": 0.17966085649095476, "loss_mask": 0.24755739700049162, "loss_maskiou": 0.005121633876115084, "loss_sem_seg": 0.24461829336360097, "lr": 0.01, "mask_rcnn/accuracy": 0.9004652575315841, "mask_rcnn/false_negative": 0.07771287833369409, "mask_rcnn/false_positive": 0.11777651006491771, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.5, "time": 0.7128880294039845, "total_loss": 1.5514870525803417} {"data_time": 0.010386287234723568, "eta_seconds": 66017.58622133918, "iteration": 179039, "loss_fcos_cls": 0.2596631641499698, "loss_fcos_ctr": 0.6166497152298689, "loss_fcos_loc": 0.18266098736785352, "loss_mask": 0.26125749479979277, "loss_maskiou": 0.005488093949679751, "loss_sem_seg": 0.2724510239204392, "lr": 0.01, "mask_rcnn/accuracy": 0.8813285280691412, "mask_rcnn/false_negative": 0.10795993746657986, "mask_rcnn/false_positive": 0.13067236117363476, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 38.25, "time": 0.7373488815501332, "total_loss": 1.5893230562505778} {"data_time": 0.009981413371860981, "eta_seconds": 66010.3330177674, "iteration": 179059, "loss_fcos_cls": 0.23403045744635165, "loss_fcos_ctr": 0.6193473809398711, "loss_fcos_loc": 0.18939069181215018, "loss_mask": 0.25755078438669443, "loss_maskiou": 0.005081225695903413, "loss_sem_seg": 0.24814926646649837, "lr": 0.01, "mask_rcnn/accuracy": 0.8934135516451479, "mask_rcnn/false_negative": 0.07767546534904178, "mask_rcnn/false_positive": 0.1270523511069368, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.5, "time": 0.7271666750311852, "total_loss": 1.574207450306858} {"data_time": 0.009082375094294548, "eta_seconds": 65988.5550601948, "iteration": 179079, "loss_fcos_cls": 0.23542973375879228, "loss_fcos_ctr": 0.6185647752135992, "loss_fcos_loc": 0.1822420145617798, "loss_mask": 0.2544354638084769, "loss_maskiou": 0.004606971691828221, "loss_sem_seg": 0.2708999374881387, "lr": 0.01, "mask_rcnn/accuracy": 0.8923173532085645, "mask_rcnn/false_negative": 0.08501185174027534, "mask_rcnn/false_positive": 0.10874242416874466, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.75, "time": 0.7402318641543388, "total_loss": 1.554058275949501} {"data_time": 0.010771933943033218, "eta_seconds": 65989.62936322112, "iteration": 179099, "loss_fcos_cls": 0.23414028610568494, "loss_fcos_ctr": 0.6186770722270012, "loss_fcos_loc": 0.18950136983767152, "loss_mask": 0.2606121893040836, "loss_maskiou": 0.005281013403873658, "loss_sem_seg": 0.25815785699523985, "lr": 0.01, "mask_rcnn/accuracy": 0.8957047059330061, "mask_rcnn/false_negative": 0.09719280247814985, "mask_rcnn/false_positive": 0.11536620699952253, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7289643101394176, "total_loss": 1.5544811510953878} {"data_time": 0.00983734242618084, "eta_seconds": 65979.07182098646, "iteration": 179119, "loss_fcos_cls": 0.23181920812930912, "loss_fcos_ctr": 0.6167163625359535, "loss_fcos_loc": 0.18163079407531768, "loss_mask": 0.2531683808192611, "loss_maskiou": 0.0048510935448575765, "loss_sem_seg": 0.2450549362692982, "lr": 0.01, "mask_rcnn/accuracy": 0.8876260188760189, "mask_rcnn/false_negative": 0.08746167302157223, "mask_rcnn/false_positive": 0.1276719726260663, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7281527239829302, "total_loss": 1.5512282962954487} {"data_time": 0.009882309474050999, "eta_seconds": 65930.5885785576, "iteration": 179139, "loss_fcos_cls": 0.22954662784468383, "loss_fcos_ctr": 0.6182021079584956, "loss_fcos_loc": 0.18963577435351908, "loss_mask": 0.2679509073495865, "loss_maskiou": 0.0051819979344145395, "loss_sem_seg": 0.27964524179697037, "lr": 0.01, "mask_rcnn/accuracy": 0.8711709319006118, "mask_rcnn/false_negative": 0.10289951693207797, "mask_rcnn/false_positive": 0.15325384358553318, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7015057625249028, "total_loss": 1.6156059124623425} {"data_time": 0.01091753225773573, "eta_seconds": 65905.7116320217, "iteration": 179159, "loss_fcos_cls": 0.23677480081096292, "loss_fcos_ctr": 0.6181581667624414, "loss_fcos_loc": 0.1867048538988456, "loss_mask": 0.2612388990819454, "loss_maskiou": 0.0052310168102849275, "loss_sem_seg": 0.2867878614924848, "lr": 0.01, "mask_rcnn/accuracy": 0.9046961622353048, "mask_rcnn/false_negative": 0.07591576013655392, "mask_rcnn/false_positive": 0.12660597778876737, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.25, "time": 0.7265893016010523, "total_loss": 1.5754003470533462} {"data_time": 0.009550533257424831, "eta_seconds": 65923.22995136026, "iteration": 179179, "loss_fcos_cls": 0.24157473049126565, "loss_fcos_ctr": 0.6166252437978983, "loss_fcos_loc": 0.18598942924290895, "loss_mask": 0.2578164804726839, "loss_maskiou": 0.005191968568396987, "loss_sem_seg": 0.26592266117222607, "lr": 0.01, "mask_rcnn/accuracy": 0.8723402170088426, "mask_rcnn/false_negative": 0.09382967730071173, "mask_rcnn/false_positive": 0.1473226590677378, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.738513695076108, "total_loss": 1.5893860010546632} {"data_time": 0.009806196205317974, "eta_seconds": 65896.04518716037, "iteration": 179199, "loss_fcos_cls": 0.24348526308313012, "loss_fcos_ctr": 0.6178269181400537, "loss_fcos_loc": 0.18847305211238563, "loss_mask": 0.2555790594778955, "loss_maskiou": 0.005134962859301595, "loss_sem_seg": 0.27061588782817125, "lr": 0.01, "mask_rcnn/accuracy": 0.8885689215671264, "mask_rcnn/false_negative": 0.09095557432268686, "mask_rcnn/false_positive": 0.12508142573854558, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.0, "time": 0.7288362123072147, "total_loss": 1.5869492845154127} {"data_time": 0.009961461648344994, "eta_seconds": 65867.35896384902, "iteration": 179219, "loss_fcos_cls": 0.24690922955051064, "loss_fcos_ctr": 0.618465181440115, "loss_fcos_loc": 0.18428003648295999, "loss_mask": 0.2563615730032325, "loss_maskiou": 0.0048616592030157335, "loss_sem_seg": 0.228877036832273, "lr": 0.01, "mask_rcnn/accuracy": 0.8911487703634086, "mask_rcnn/false_negative": 0.10369214136604502, "mask_rcnn/false_positive": 0.11499863888997637, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.7100892616435885, "total_loss": 1.5378147079463815} {"data_time": 0.010433562099933624, "eta_seconds": 65887.99628865812, "iteration": 179239, "loss_fcos_cls": 0.23710939468583092, "loss_fcos_ctr": 0.6169548342004418, "loss_fcos_loc": 0.1810075321700424, "loss_mask": 0.2508145524188876, "loss_maskiou": 0.004572442179778591, "loss_sem_seg": 0.2683613174594939, "lr": 0.01, "mask_rcnn/accuracy": 0.8741837394298378, "mask_rcnn/false_negative": 0.08692800602506694, "mask_rcnn/false_positive": 0.17773971725627102, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.25, "time": 0.7339922310784459, "total_loss": 1.558248805628864} {"data_time": 0.010021152906119823, "eta_seconds": 65857.91483504511, "iteration": 179259, "loss_fcos_cls": 0.2341131696011871, "loss_fcos_ctr": 0.62096584495157, "loss_fcos_loc": 0.19400735874660313, "loss_mask": 0.259052325040102, "loss_maskiou": 0.004924434775603004, "loss_sem_seg": 0.28506445372477174, "lr": 0.01, "mask_rcnn/accuracy": 0.8866114911873841, "mask_rcnn/false_negative": 0.10938291460817921, "mask_rcnn/false_positive": 0.13259534912173554, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7034809337928891, "total_loss": 1.6055991201283177} {"data_time": 0.01032271608710289, "eta_seconds": 65858.9582673544, "iteration": 179279, "loss_fcos_cls": 0.2427498041652143, "loss_fcos_ctr": 0.6217685043811798, "loss_fcos_loc": 0.19198689190670848, "loss_mask": 0.26787942834198475, "loss_maskiou": 0.005644820237648673, "loss_sem_seg": 0.28175696171820164, "lr": 0.01, "mask_rcnn/accuracy": 0.8867591730468533, "mask_rcnn/false_negative": 0.09449300175659116, "mask_rcnn/false_positive": 0.12162604591513604, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 36.5, "time": 0.7251724675297737, "total_loss": 1.6134534130105749} {"data_time": 0.010657122358679771, "eta_seconds": 65809.31390246935, "iteration": 179299, "loss_fcos_cls": 0.23385017225518823, "loss_fcos_ctr": 0.6186450030654669, "loss_fcos_loc": 0.18671749532222748, "loss_mask": 0.2500025313347578, "loss_maskiou": 0.005069278922746889, "loss_sem_seg": 0.264529479900375, "lr": 0.01, "mask_rcnn/accuracy": 0.9091442279021998, "mask_rcnn/false_negative": 0.08208647912143834, "mask_rcnn/false_positive": 0.1289636499398128, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.0, "time": 0.7240056078881025, "total_loss": 1.5393403543785098} {"data_time": 0.009530636481940746, "eta_seconds": 65804.53097732551, "iteration": 179319, "loss_fcos_cls": 0.2394383586361073, "loss_fcos_ctr": 0.6205729483626783, "loss_fcos_loc": 0.1925404464127496, "loss_mask": 0.2492340193130076, "loss_maskiou": 0.0051555209793150425, "loss_sem_seg": 0.2516982974484563, "lr": 0.01, "mask_rcnn/accuracy": 0.8985556027966742, "mask_rcnn/false_negative": 0.06785492941104963, "mask_rcnn/false_positive": 0.11325793438284598, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.0, "time": 0.7442290429025888, "total_loss": 1.5394352478251676} {"data_time": 0.010524698533117771, "eta_seconds": 65806.23754436057, "iteration": 179339, "loss_fcos_cls": 0.23566735035274178, "loss_fcos_ctr": 0.6175558213144541, "loss_fcos_loc": 0.18774106912314892, "loss_mask": 0.2489725686609745, "loss_maskiou": 0.005113855610034079, "loss_sem_seg": 0.26600379683077335, "lr": 0.01, "mask_rcnn/accuracy": 0.8759692125681365, "mask_rcnn/false_negative": 0.10225385988685175, "mask_rcnn/false_positive": 0.12932732953196588, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 36.25, "time": 0.7229361431673169, "total_loss": 1.568961965647759} {"data_time": 0.010582000948488712, "eta_seconds": 65791.7205552375, "iteration": 179359, "loss_fcos_cls": 0.23506823065690696, "loss_fcos_ctr": 0.6173229021951556, "loss_fcos_loc": 0.18839980568736792, "loss_mask": 0.26105323852971196, "loss_maskiou": 0.005221773200901225, "loss_sem_seg": 0.21763341291807592, "lr": 0.01, "mask_rcnn/accuracy": 0.8860299977332133, "mask_rcnn/false_negative": 0.09139179141189203, "mask_rcnn/false_positive": 0.13200281713632417, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 35.5, "time": 0.7142888130620122, "total_loss": 1.5466229575686157} {"data_time": 0.011056981049478054, "eta_seconds": 65818.53946318477, "iteration": 179379, "loss_fcos_cls": 0.23431158252060413, "loss_fcos_ctr": 0.6178233856335282, "loss_fcos_loc": 0.18046226724982262, "loss_mask": 0.25828480441123247, "loss_maskiou": 0.0054472059091494884, "loss_sem_seg": 0.2738436539657414, "lr": 0.01, "mask_rcnn/accuracy": 0.8926582729866139, "mask_rcnn/false_negative": 0.10496480618327358, "mask_rcnn/false_positive": 0.13483671203053815, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 40.5, "time": 0.7120969388633966, "total_loss": 1.5730567226710264} {"data_time": 0.0101419473066926, "eta_seconds": 65843.71127799992, "iteration": 179399, "loss_fcos_cls": 0.2573470179922879, "loss_fcos_ctr": 0.6194473491050303, "loss_fcos_loc": 0.18848490342497826, "loss_mask": 0.25894482946023345, "loss_maskiou": 0.005113087972858921, "loss_sem_seg": 0.2810465614311397, "lr": 0.01, "mask_rcnn/accuracy": 0.9146087006231064, "mask_rcnn/false_negative": 0.09037821949294358, "mask_rcnn/false_positive": 0.08858423722499247, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.5, "time": 0.7442650180310011, "total_loss": 1.6058223909858498} {"data_time": 0.011761123314499855, "eta_seconds": 65748.16958786827, "iteration": 179419, "loss_fcos_cls": 0.22700354480184615, "loss_fcos_ctr": 0.6158466227352619, "loss_fcos_loc": 0.17967562447302043, "loss_mask": 0.24541164515540004, "loss_maskiou": 0.004925806300889235, "loss_sem_seg": 0.25198468659073114, "lr": 0.01, "mask_rcnn/accuracy": 0.8887067651736019, "mask_rcnn/false_negative": 0.08735556872649011, "mask_rcnn/false_positive": 0.11523826991853209, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.25, "time": 0.7172846030443907, "total_loss": 1.546432203911536} {"data_time": 0.010833715088665485, "eta_seconds": 65690.89533608872, "iteration": 179439, "loss_fcos_cls": 0.2287841730285436, "loss_fcos_ctr": 0.6191121470183134, "loss_fcos_loc": 0.18577121442649513, "loss_mask": 0.24700077436864376, "loss_maskiou": 0.005159029136848403, "loss_sem_seg": 0.25855943327769637, "lr": 0.01, "mask_rcnn/accuracy": 0.8779456977833799, "mask_rcnn/false_negative": 0.10201142651483183, "mask_rcnn/false_positive": 0.14609531881736967, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.731189270503819, "total_loss": 1.544760155986296} {"data_time": 0.00968995876610279, "eta_seconds": 65651.86383004393, "iteration": 179459, "loss_fcos_cls": 0.22151417518034577, "loss_fcos_ctr": 0.6185497511178255, "loss_fcos_loc": 0.18434890115167946, "loss_mask": 0.26258750073611736, "loss_maskiou": 0.005111544523970224, "loss_sem_seg": 0.2691276927944273, "lr": 0.01, "mask_rcnn/accuracy": 0.8806675149297628, "mask_rcnn/false_negative": 0.10284540397220748, "mask_rcnn/false_positive": 0.14891627117666445, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7133616115897894, "total_loss": 1.5726215526810847} {"data_time": 0.010827452875673771, "eta_seconds": 65659.55968454387, "iteration": 179479, "loss_fcos_cls": 0.23467337631154805, "loss_fcos_ctr": 0.6182007230818272, "loss_fcos_loc": 0.17863837769255042, "loss_mask": 0.26049202447757125, "loss_maskiou": 0.005345803649106529, "loss_sem_seg": 0.28956709522753954, "lr": 0.01, "mask_rcnn/accuracy": 0.8900722587422065, "mask_rcnn/false_negative": 0.10566999728269288, "mask_rcnn/false_positive": 0.12282699674015336, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.75, "time": 0.7173287384212017, "total_loss": 1.547165503456199} {"data_time": 0.009509606286883354, "eta_seconds": 65647.37269698177, "iteration": 179499, "loss_fcos_cls": 0.2343025280861184, "loss_fcos_ctr": 0.6164617417380214, "loss_fcos_loc": 0.18077799817547202, "loss_mask": 0.25141535233706236, "loss_maskiou": 0.005393679268308915, "loss_sem_seg": 0.2551602888852358, "lr": 0.01, "mask_rcnn/accuracy": 0.8794453963814441, "mask_rcnn/false_negative": 0.0993472237002685, "mask_rcnn/false_positive": 0.1472328534998838, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7304687723517418, "total_loss": 1.5548199755376118} {"data_time": 0.009625191800296307, "eta_seconds": 65619.34847135283, "iteration": 179519, "loss_fcos_cls": 0.23639335040934384, "loss_fcos_ctr": 0.6169594544917345, "loss_fcos_loc": 0.18568287207745016, "loss_mask": 0.2620321102440357, "loss_maskiou": 0.005789056041976437, "loss_sem_seg": 0.25995852844789624, "lr": 0.01, "mask_rcnn/accuracy": 0.9021404447358881, "mask_rcnn/false_negative": 0.07313135287886455, "mask_rcnn/false_positive": 0.14669037928268014, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.25, "time": 0.7225124007090926, "total_loss": 1.5583189612370916} {"data_time": 0.010059066116809845, "eta_seconds": 65588.21774936747, "iteration": 179539, "loss_fcos_cls": 0.23770985985174775, "loss_fcos_ctr": 0.6190558546222746, "loss_fcos_loc": 0.18092789954971522, "loss_mask": 0.2497743647545576, "loss_maskiou": 0.004750023770611733, "loss_sem_seg": 0.2598849409259856, "lr": 0.01, "mask_rcnn/accuracy": 0.8934471747882826, "mask_rcnn/false_negative": 0.08472117757071884, "mask_rcnn/false_positive": 0.13333932411058338, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7269849227741361, "total_loss": 1.5419278354165726} {"data_time": 0.009726262651383877, "eta_seconds": 65573.7168666115, "iteration": 179559, "loss_fcos_cls": 0.2523118107346818, "loss_fcos_ctr": 0.6201021801680326, "loss_fcos_loc": 0.1890202530194074, "loss_mask": 0.2629112829454243, "loss_maskiou": 0.005449442251119763, "loss_sem_seg": 0.2658397201448679, "lr": 0.01, "mask_rcnn/accuracy": 0.8805464381546821, "mask_rcnn/false_negative": 0.10865549342425915, "mask_rcnn/false_positive": 0.1392242034498886, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7212156606838107, "total_loss": 1.5973828730056994} {"data_time": 0.010698950849473476, "eta_seconds": 65589.34251150582, "iteration": 179579, "loss_fcos_cls": 0.23667952144751325, "loss_fcos_ctr": 0.6204086011275649, "loss_fcos_loc": 0.18564410146791488, "loss_mask": 0.24949069321155548, "loss_maskiou": 0.005200044150114991, "loss_sem_seg": 0.2790373512543738, "lr": 0.01, "mask_rcnn/accuracy": 0.9119205374457475, "mask_rcnn/false_negative": 0.07771512190430899, "mask_rcnn/false_positive": 0.11511659170532046, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.25, "time": 0.7283927388489246, "total_loss": 1.5821758941965527} {"data_time": 0.009932110086083412, "eta_seconds": 65583.06419188902, "iteration": 179599, "loss_fcos_cls": 0.24747160403057933, "loss_fcos_ctr": 0.6176919676363468, "loss_fcos_loc": 0.18187092943117023, "loss_mask": 0.2643293049186468, "loss_maskiou": 0.00504566213930957, "loss_sem_seg": 0.23839166015386581, "lr": 0.01, "mask_rcnn/accuracy": 0.892959797239895, "mask_rcnn/false_negative": 0.08428817957302848, "mask_rcnn/false_positive": 0.13911071873270975, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.25, "time": 0.7388771176338196, "total_loss": 1.5551473785599228} {"data_time": 0.010381318628787994, "eta_seconds": 65577.13365695067, "iteration": 179619, "loss_fcos_cls": 0.2442897823639214, "loss_fcos_ctr": 0.616113135125488, "loss_fcos_loc": 0.18180923769250512, "loss_mask": 0.25912070320919156, "loss_maskiou": 0.006092836716561578, "loss_sem_seg": 0.24642673833295703, "lr": 0.01, "mask_rcnn/accuracy": 0.9076956222122365, "mask_rcnn/false_negative": 0.07050073206172816, "mask_rcnn/false_positive": 0.12644177501704124, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7390429982915521, "total_loss": 1.5971435374522116} {"data_time": 0.01059669628739357, "eta_seconds": 65543.50341528561, "iteration": 179639, "loss_fcos_cls": 0.24408692843280733, "loss_fcos_ctr": 0.6165479002520442, "loss_fcos_loc": 0.17908404482295737, "loss_mask": 0.26053794380277395, "loss_maskiou": 0.00564130184102396, "loss_sem_seg": 0.2543404109310359, "lr": 0.01, "mask_rcnn/accuracy": 0.8960307539682539, "mask_rcnn/false_negative": 0.08393187584294634, "mask_rcnn/false_positive": 0.12565318830661656, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.25, "time": 0.7162234093993902, "total_loss": 1.529935735728941} {"data_time": 0.010739528574049473, "eta_seconds": 65604.18876759056, "iteration": 179659, "loss_fcos_cls": 0.23788882605731487, "loss_fcos_ctr": 0.6198660265654325, "loss_fcos_loc": 0.18986879009753466, "loss_mask": 0.26380978152155876, "loss_maskiou": 0.005764061905210838, "loss_sem_seg": 0.25152338203042746, "lr": 0.01, "mask_rcnn/accuracy": 0.8921093056106141, "mask_rcnn/false_negative": 0.08542651486977006, "mask_rcnn/false_positive": 0.1346401290370502, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7373327417299151, "total_loss": 1.5870237477902265} {"data_time": 0.010605134069919586, "eta_seconds": 65516.80477966089, "iteration": 179679, "loss_fcos_cls": 0.23512874287553132, "loss_fcos_ctr": 0.6160573251545429, "loss_fcos_loc": 0.17890324746258557, "loss_mask": 0.2522089723497629, "loss_maskiou": 0.0053530476507148705, "loss_sem_seg": 0.2696053823456168, "lr": 0.01, "mask_rcnn/accuracy": 0.8978109873757195, "mask_rcnn/false_negative": 0.11021231322974881, "mask_rcnn/false_positive": 0.11054353013922968, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.5, "time": 0.7157888868823647, "total_loss": 1.5679653011466144} {"data_time": 0.010658688843250275, "eta_seconds": 65488.80744368024, "iteration": 179699, "loss_fcos_cls": 0.24776585400104523, "loss_fcos_ctr": 0.6176266139373183, "loss_fcos_loc": 0.18848845281172544, "loss_mask": 0.267498510889709, "loss_maskiou": 0.005832934213685803, "loss_sem_seg": 0.26920481864362955, "lr": 0.01, "mask_rcnn/accuracy": 0.8785266338678328, "mask_rcnn/false_negative": 0.0835340044901942, "mask_rcnn/false_positive": 0.1587542679589254, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.75, "time": 0.7402349226176739, "total_loss": 1.609595953457756} {"data_time": 0.010215258225798607, "eta_seconds": 65463.336150917225, "iteration": 179719, "loss_fcos_cls": 0.22857046802528203, "loss_fcos_ctr": 0.6176574612036347, "loss_fcos_loc": 0.18327046406921, "loss_mask": 0.2764304568991065, "loss_maskiou": 0.00569834272027947, "loss_sem_seg": 0.2661264603957534, "lr": 0.01, "mask_rcnn/accuracy": 0.8903496057513914, "mask_rcnn/false_negative": 0.09456662052274437, "mask_rcnn/false_positive": 0.11797079680500222, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.75, "time": 0.717416437342763, "total_loss": 1.5510646352850017} {"data_time": 0.009546658024191856, "eta_seconds": 65408.91687810235, "iteration": 179739, "loss_fcos_cls": 0.23985977726988494, "loss_fcos_ctr": 0.6185662942007184, "loss_fcos_loc": 0.18522434402257204, "loss_mask": 0.262061127461493, "loss_maskiou": 0.004767424856254365, "loss_sem_seg": 0.261462772032246, "lr": 0.01, "mask_rcnn/accuracy": 0.8670642415620093, "mask_rcnn/false_negative": 0.09927658933845618, "mask_rcnn/false_positive": 0.1707181778560264, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 38.5, "time": 0.7125839684158564, "total_loss": 1.5885879230190767} {"data_time": 0.010329977609217167, "eta_seconds": 65434.33189259004, "iteration": 179759, "loss_fcos_cls": 0.23738744389265776, "loss_fcos_ctr": 0.6188367586582899, "loss_fcos_loc": 0.1831731277052313, "loss_mask": 0.2558696437627077, "loss_maskiou": 0.005262163918814622, "loss_sem_seg": 0.2570697283372283, "lr": 0.01, "mask_rcnn/accuracy": 0.8833819001909065, "mask_rcnn/false_negative": 0.09995484004050806, "mask_rcnn/false_positive": 0.1309184004388995, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7259138524532318, "total_loss": 1.5653106526333431} {"data_time": 0.009686047211289406, "eta_seconds": 65414.20715629589, "iteration": 179779, "loss_fcos_cls": 0.24381828238256276, "loss_fcos_ctr": 0.6178961857222021, "loss_fcos_loc": 0.18608985864557326, "loss_mask": 0.2618389497511089, "loss_maskiou": 0.004888862982625142, "loss_sem_seg": 0.22779924736823887, "lr": 0.01, "mask_rcnn/accuracy": 0.891980988824101, "mask_rcnn/false_negative": 0.1000472189584411, "mask_rcnn/false_positive": 0.12078107751397174, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.75, "time": 0.6944166291505098, "total_loss": 1.5394089888723101} {"data_time": 0.010541580617427826, "eta_seconds": 65365.43702509068, "iteration": 179799, "loss_fcos_cls": 0.22822620952501893, "loss_fcos_ctr": 0.615928235463798, "loss_fcos_loc": 0.18129675439558923, "loss_mask": 0.25861169397830963, "loss_maskiou": 0.0047881060891086236, "loss_sem_seg": 0.2534554140875116, "lr": 0.01, "mask_rcnn/accuracy": 0.8694385762117347, "mask_rcnn/false_negative": 0.09404638803621239, "mask_rcnn/false_positive": 0.17281910334580908, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7277713743969798, "total_loss": 1.5752746932812443} {"data_time": 0.01086632814258337, "eta_seconds": 65295.20646112133, "iteration": 179819, "loss_fcos_cls": 0.22624456032644957, "loss_fcos_ctr": 0.615738645195961, "loss_fcos_loc": 0.17560883576516062, "loss_mask": 0.24722632532939315, "loss_maskiou": 0.005152215017005801, "loss_sem_seg": 0.24666968150995672, "lr": 0.01, "mask_rcnn/accuracy": 0.8993229984301413, "mask_rcnn/false_negative": 0.07327216655634274, "mask_rcnn/false_positive": 0.12523729140887274, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.5, "time": 0.707310140132904, "total_loss": 1.5223669184561004} {"data_time": 0.009526917710900307, "eta_seconds": 65336.450456416234, "iteration": 179839, "loss_fcos_cls": 0.240494605852291, "loss_fcos_ctr": 0.6143949087709188, "loss_fcos_loc": 0.17843912704847753, "loss_mask": 0.255835163872689, "loss_maskiou": 0.005205846147873672, "loss_sem_seg": 0.2567817294038832, "lr": 0.01, "mask_rcnn/accuracy": 0.8764936895810955, "mask_rcnn/false_negative": 0.09296942651500964, "mask_rcnn/false_positive": 0.14228948383746007, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 30.75, "time": 0.7273638937622309, "total_loss": 1.5466292897763196} {"data_time": 0.009868703782558441, "eta_seconds": 65321.95717207901, "iteration": 179859, "loss_fcos_cls": 0.24561939598061144, "loss_fcos_ctr": 0.6182240098714828, "loss_fcos_loc": 0.18533847283106297, "loss_mask": 0.2522318586707115, "loss_maskiou": 0.005487787104357267, "loss_sem_seg": 0.2892982205376029, "lr": 0.01, "mask_rcnn/accuracy": 0.8873221080199635, "mask_rcnn/false_negative": 0.11062749079065387, "mask_rcnn/false_positive": 0.10848708655476097, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.25, "time": 0.7299367161467671, "total_loss": 1.592257377327769} {"data_time": 0.01091755460947752, "eta_seconds": 65251.76369171683, "iteration": 179879, "loss_fcos_cls": 0.24497902183793485, "loss_fcos_ctr": 0.6197879519313574, "loss_fcos_loc": 0.18823337624780834, "loss_mask": 0.2533086324110627, "loss_maskiou": 0.005021261153160594, "loss_sem_seg": 0.2605923693627119, "lr": 0.01, "mask_rcnn/accuracy": 0.9023478786718024, "mask_rcnn/false_negative": 0.06680529152101072, "mask_rcnn/false_positive": 0.12414624377074546, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 31.75, "time": 0.7380865775048733, "total_loss": 1.5607925903241266} {"data_time": 0.010381887666881084, "eta_seconds": 65192.43977828231, "iteration": 179899, "loss_fcos_cls": 0.24732735613361, "loss_fcos_ctr": 0.6173343858681619, "loss_fcos_loc": 0.17663466709200293, "loss_mask": 0.25843780767172575, "loss_maskiou": 0.004603726614732295, "loss_sem_seg": 0.24360049958340824, "lr": 0.01, "mask_rcnn/accuracy": 0.8876491335863614, "mask_rcnn/false_negative": 0.10361406702068979, "mask_rcnn/false_positive": 0.09955143683256766, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.75, "time": 0.7178217628970742, "total_loss": 1.5552441219679167} {"data_time": 0.009709451347589493, "eta_seconds": 65177.9688090859, "iteration": 179919, "loss_fcos_cls": 0.24179250677116215, "loss_fcos_ctr": 0.6174712600186467, "loss_fcos_loc": 0.18669515597866848, "loss_mask": 0.25182984257116914, "loss_maskiou": 0.0059550176811171696, "loss_sem_seg": 0.26157015305943787, "lr": 0.01, "mask_rcnn/accuracy": 0.8950828776486671, "mask_rcnn/false_negative": 0.0852433536767832, "mask_rcnn/false_positive": 0.13224670921335602, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.25, "time": 0.7256269278004766, "total_loss": 1.575279998833139} {"data_time": 0.01020742580294609, "eta_seconds": 65208.32092231233, "iteration": 179939, "loss_fcos_cls": 0.2460941281169653, "loss_fcos_ctr": 0.6175704337656498, "loss_fcos_loc": 0.1854054891737178, "loss_mask": 0.2516252966597676, "loss_maskiou": 0.004690868969191797, "loss_sem_seg": 0.2647957925219089, "lr": 0.01, "mask_rcnn/accuracy": 0.8663504464285714, "mask_rcnn/false_negative": 0.11770893457639262, "mask_rcnn/false_positive": 0.12206320923952325, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.744859965518117, "total_loss": 1.5743829846105655} {"data_time": 0.010567829944193363, "eta_seconds": 65293.205936349, "iteration": 179959, "loss_fcos_cls": 0.2428725166246295, "loss_fcos_ctr": 0.6156202666461468, "loss_fcos_loc": 0.18388361076358706, "loss_mask": 0.25593540351837873, "loss_maskiou": 0.005598488787654787, "loss_sem_seg": 0.2657274450175464, "lr": 0.01, "mask_rcnn/accuracy": 0.8891793926873075, "mask_rcnn/false_negative": 0.09065500485930254, "mask_rcnn/false_positive": 0.13394346847478833, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7444000346586108, "total_loss": 1.5853771330657764} {"data_time": 0.010325309820473194, "eta_seconds": 65244.99966129754, "iteration": 179979, "loss_fcos_cls": 0.25336008821614087, "loss_fcos_ctr": 0.6180055309087038, "loss_fcos_loc": 0.18671238783281296, "loss_mask": 0.26125563913956285, "loss_maskiou": 0.005678715278918389, "loss_sem_seg": 0.27343180449679494, "lr": 0.01, "mask_rcnn/accuracy": 0.8813092602876373, "mask_rcnn/false_negative": 0.10381781546876849, "mask_rcnn/false_positive": 0.11953293537910734, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 38.25, "time": 0.7210730668157339, "total_loss": 1.584212091016525} {"data_time": 0.010502825491130352, "eta_seconds": 65164.878152907826, "iteration": 179999, "loss_fcos_cls": 0.25546528585255146, "loss_fcos_ctr": 0.619530045427382, "loss_fcos_loc": 0.1964002582244575, "loss_mask": 0.2449773447588086, "loss_maskiou": 0.005464237459818833, "loss_sem_seg": 0.2494644345715642, "lr": 0.01, "mask_rcnn/accuracy": 0.9053694687969085, "mask_rcnn/false_negative": 0.08403346389691799, "mask_rcnn/false_positive": 0.13030345661274725, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.7152586905285716, "total_loss": 1.5971665008219134} {"data_time": 0.009180102497339249, "eta_seconds": 65182.46414642315, "iteration": 180019, "loss_fcos_cls": 0.24635245953686535, "loss_fcos_ctr": 0.6198393329977989, "loss_fcos_loc": 0.18900105223292485, "loss_mask": 0.26128158811479807, "loss_maskiou": 0.005117174507176969, "loss_sem_seg": 0.2602174333296716, "lr": 0.01, "mask_rcnn/accuracy": 0.8789658178741668, "mask_rcnn/false_negative": 0.10165252386135294, "mask_rcnn/false_positive": 0.11732627349150139, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.0, "time": 0.7176304310560226, "total_loss": 1.5767914601165103} {"data_time": 0.010518906638026237, "eta_seconds": 65167.97609580215, "iteration": 180039, "loss_fcos_cls": 0.22943871840834618, "loss_fcos_ctr": 0.6184971239417791, "loss_fcos_loc": 0.1927617135224864, "loss_mask": 0.2568369582295418, "loss_maskiou": 0.005482947985001374, "loss_sem_seg": 0.2733105826191604, "lr": 0.01, "mask_rcnn/accuracy": 0.8916613520408163, "mask_rcnn/false_negative": 0.08482060172415007, "mask_rcnn/false_positive": 0.1109863241336761, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.25, "time": 0.7350197397172451, "total_loss": 1.5922149632824585} {"data_time": 0.010665809735655785, "eta_seconds": 65121.435383503325, "iteration": 180059, "loss_fcos_cls": 0.245265236007981, "loss_fcos_ctr": 0.6159466877579689, "loss_fcos_loc": 0.18746568099595606, "loss_mask": 0.25867786537855864, "loss_maskiou": 0.00553004472021712, "loss_sem_seg": 0.2450484330765903, "lr": 0.01, "mask_rcnn/accuracy": 0.8936122535748994, "mask_rcnn/false_negative": 0.09148312628353752, "mask_rcnn/false_positive": 0.13166615697541217, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.0, "time": 0.7290089502930641, "total_loss": 1.5667196569229418} {"data_time": 0.01035318523645401, "eta_seconds": 65095.68006069772, "iteration": 180079, "loss_fcos_cls": 0.24449445959180593, "loss_fcos_ctr": 0.6191760990768671, "loss_fcos_loc": 0.1962429005652666, "loss_mask": 0.25636118138208985, "loss_maskiou": 0.005186868860619143, "loss_sem_seg": 0.26043354626744986, "lr": 0.01, "mask_rcnn/accuracy": 0.8991952732745485, "mask_rcnn/false_negative": 0.0775352050917738, "mask_rcnn/false_positive": 0.13723805280591983, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.7249704711139202, "total_loss": 1.5918676371729816} {"data_time": 0.009344649501144886, "eta_seconds": 65092.47353723366, "iteration": 180099, "loss_fcos_cls": 0.24942162539809942, "loss_fcos_ctr": 0.6167605058290064, "loss_fcos_loc": 0.19288292090641335, "loss_mask": 0.2568379482254386, "loss_maskiou": 0.004714060081823845, "loss_sem_seg": 0.2938409922644496, "lr": 0.01, "mask_rcnn/accuracy": 0.8881958200231562, "mask_rcnn/false_negative": 0.09988655775789905, "mask_rcnn/false_positive": 0.10456728898777082, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7269995380192995, "total_loss": 1.5982832168010646} {"data_time": 0.011074848473072052, "eta_seconds": 65075.40586316865, "iteration": 180119, "loss_fcos_cls": 0.24015998980030417, "loss_fcos_ctr": 0.6210493901744485, "loss_fcos_loc": 0.1915528035024181, "loss_mask": 0.269773967564106, "loss_maskiou": 0.005753307326813228, "loss_sem_seg": 0.2650584620423615, "lr": 0.01, "mask_rcnn/accuracy": 0.8602895213060235, "mask_rcnn/false_negative": 0.09735484902908631, "mask_rcnn/false_positive": 0.14412769648649426, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 40.25, "time": 0.7238033143803477, "total_loss": 1.6136166434444021} {"data_time": 0.009916439652442932, "eta_seconds": 65123.2503159279, "iteration": 180139, "loss_fcos_cls": 0.23811917239800096, "loss_fcos_ctr": 0.6195428804494441, "loss_fcos_loc": 0.18826097925193608, "loss_mask": 0.27165660820901394, "loss_maskiou": 0.005051873842603527, "loss_sem_seg": 0.2698026639409363, "lr": 0.01, "mask_rcnn/accuracy": 0.8829110333301295, "mask_rcnn/false_negative": 0.10699649060492358, "mask_rcnn/false_positive": 0.10748070326576484, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.0, "time": 0.7155575538054109, "total_loss": 1.6196541117387824} {"data_time": 0.009780621156096458, "eta_seconds": 65148.17599235382, "iteration": 180159, "loss_fcos_cls": 0.2232625214383006, "loss_fcos_ctr": 0.615661169635132, "loss_fcos_loc": 0.17736003152094781, "loss_mask": 0.2516349768266082, "loss_maskiou": 0.004749279229145031, "loss_sem_seg": 0.24430541531182826, "lr": 0.01, "mask_rcnn/accuracy": 0.9032632815030774, "mask_rcnn/false_negative": 0.07473691203635191, "mask_rcnn/false_positive": 0.12495414920597983, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 29.25, "time": 0.7404822381213307, "total_loss": 1.5223526907066116} {"data_time": 0.009436276741325855, "eta_seconds": 65018.56505652424, "iteration": 180179, "loss_fcos_cls": 0.2345018935156986, "loss_fcos_ctr": 0.6182987382635474, "loss_fcos_loc": 0.19291897054063156, "loss_mask": 0.2606495888903737, "loss_maskiou": 0.0051584306784207, "loss_sem_seg": 0.29063501348719, "lr": 0.01, "mask_rcnn/accuracy": 0.885723420668002, "mask_rcnn/false_negative": 0.09213763306203088, "mask_rcnn/false_positive": 0.12211553858424234, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 24.0, "time": 0.6993830800056458, "total_loss": 1.5959948913096014} {"data_time": 0.010649806819856167, "eta_seconds": 65004.087692643516, "iteration": 180199, "loss_fcos_cls": 0.2355633012484759, "loss_fcos_ctr": 0.6215243004262447, "loss_fcos_loc": 0.1788101396523416, "loss_mask": 0.26299857208505273, "loss_maskiou": 0.005399492962169461, "loss_sem_seg": 0.2519717779941857, "lr": 0.01, "mask_rcnn/accuracy": 0.8927956790392063, "mask_rcnn/false_negative": 0.0857914114897182, "mask_rcnn/false_positive": 0.1446760368743077, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.0, "time": 0.7275758497416973, "total_loss": 1.5722655898498488} {"data_time": 0.010732976719737053, "eta_seconds": 65071.05358295236, "iteration": 180219, "loss_fcos_cls": 0.24842532724142075, "loss_fcos_ctr": 0.6171213388442993, "loss_fcos_loc": 0.1903556021861732, "loss_mask": 0.25856964522972703, "loss_maskiou": 0.004736028051411267, "loss_sem_seg": 0.28021645173430443, "lr": 0.01, "mask_rcnn/accuracy": 0.8792300848910993, "mask_rcnn/false_negative": 0.09342331201842695, "mask_rcnn/false_positive": 0.13563724319038684, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.75, "time": 0.739644281566143, "total_loss": 1.5992120476730634} {"data_time": 0.00974494032561779, "eta_seconds": 65056.55807642359, "iteration": 180239, "loss_fcos_cls": 0.24323562951758504, "loss_fcos_ctr": 0.619449358433485, "loss_fcos_loc": 0.1953660468570888, "loss_mask": 0.2626760536804795, "loss_maskiou": 0.005405060986959143, "loss_sem_seg": 0.26911582984030247, "lr": 0.01, "mask_rcnn/accuracy": 0.8798706587065206, "mask_rcnn/false_negative": 0.0875414816032512, "mask_rcnn/false_positive": 0.13308890883016555, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.7261448400095105, "total_loss": 1.601384023331775} {"data_time": 0.009434247389435768, "eta_seconds": 65058.705337448046, "iteration": 180259, "loss_fcos_cls": 0.22467152122408152, "loss_fcos_ctr": 0.6197656881995499, "loss_fcos_loc": 0.1925393370911479, "loss_mask": 0.2677131639793515, "loss_maskiou": 0.0052359264736878686, "loss_sem_seg": 0.24684923700988293, "lr": 0.01, "mask_rcnn/accuracy": 0.8962438821682519, "mask_rcnn/false_negative": 0.08127890010969019, "mask_rcnn/false_positive": 0.11555155499514089, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.75, "time": 0.721041320823133, "total_loss": 1.5564216887505609} {"data_time": 0.009201970882713795, "eta_seconds": 65044.20612185262, "iteration": 180279, "loss_fcos_cls": 0.23219276638701558, "loss_fcos_ctr": 0.6162487519904971, "loss_fcos_loc": 0.180830980069004, "loss_mask": 0.24375961534678936, "loss_maskiou": 0.005406284210039303, "loss_sem_seg": 0.27389548858627677, "lr": 0.01, "mask_rcnn/accuracy": 0.8994216812516146, "mask_rcnn/false_negative": 0.08609397652110637, "mask_rcnn/false_positive": 0.12713485382730558, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7165653612464666, "total_loss": 1.5508254713495262} {"data_time": 0.01159710343927145, "eta_seconds": 65040.96566837281, "iteration": 180299, "loss_fcos_cls": 0.22326707234606147, "loss_fcos_ctr": 0.6193899535574019, "loss_fcos_loc": 0.18829917948460206, "loss_mask": 0.25076906476169825, "loss_maskiou": 0.0057840146764647216, "loss_sem_seg": 0.26099949004128575, "lr": 0.01, "mask_rcnn/accuracy": 0.9002653244312079, "mask_rcnn/false_negative": 0.07635153787598474, "mask_rcnn/false_positive": 0.11700054452271343, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 36.75, "time": 0.7268465179949999, "total_loss": 1.5609295293033938} {"data_time": 0.010142644867300987, "eta_seconds": 65026.46394249052, "iteration": 180319, "loss_fcos_cls": 0.2409783718176186, "loss_fcos_ctr": 0.6164749385789037, "loss_fcos_loc": 0.17866787838283926, "loss_mask": 0.2516185725107789, "loss_maskiou": 0.004972923270543106, "loss_sem_seg": 0.2681575561873615, "lr": 0.01, "mask_rcnn/accuracy": 0.8932597298367764, "mask_rcnn/false_negative": 0.10151642729765845, "mask_rcnn/false_positive": 0.10623388390026416, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7312134709209204, "total_loss": 1.5702343032317003} {"data_time": 0.0092751020565629, "eta_seconds": 65000.70847506635, "iteration": 180339, "loss_fcos_cls": 0.24088721291627735, "loss_fcos_ctr": 0.6200216356664896, "loss_fcos_loc": 0.18411593395285308, "loss_mask": 0.2564986851066351, "loss_maskiou": 0.005074828746728599, "loss_sem_seg": 0.25779838021844625, "lr": 0.01, "mask_rcnn/accuracy": 0.8812191634895716, "mask_rcnn/false_negative": 0.10285149743474979, "mask_rcnn/false_positive": 0.15123292524416937, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7240340271964669, "total_loss": 1.5861482295222231} {"data_time": 0.010156809352338314, "eta_seconds": 64986.209259470925, "iteration": 180359, "loss_fcos_cls": 0.23334932513535023, "loss_fcos_ctr": 0.620834594592452, "loss_fcos_loc": 0.19531824241857976, "loss_mask": 0.26245041098445654, "loss_maskiou": 0.005512624091352336, "loss_sem_seg": 0.26763561158441007, "lr": 0.01, "mask_rcnn/accuracy": 0.8771404126638946, "mask_rcnn/false_negative": 0.10985918485931254, "mask_rcnn/false_positive": 0.13201745951774907, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.0, "time": 0.7073628343641758, "total_loss": 1.6067169532325352} {"data_time": 0.009766144677996635, "eta_seconds": 64999.82107917406, "iteration": 180379, "loss_fcos_cls": 0.2353944091591984, "loss_fcos_ctr": 0.6201971527189016, "loss_fcos_loc": 0.1874297030735761, "loss_mask": 0.2525843642652035, "loss_maskiou": 0.004944155250996118, "loss_sem_seg": 0.2740197414532304, "lr": 0.01, "mask_rcnn/accuracy": 0.8924853902019991, "mask_rcnn/false_negative": 0.08939206924278525, "mask_rcnn/false_positive": 0.135837758313961, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.5, "time": 0.7316556079313159, "total_loss": 1.569428371018148} {"data_time": 0.009397869929671288, "eta_seconds": 64949.23700872343, "iteration": 180399, "loss_fcos_cls": 0.2436206245329231, "loss_fcos_ctr": 0.6190572660416365, "loss_fcos_loc": 0.1872832402586937, "loss_mask": 0.2549041239544749, "loss_maskiou": 0.004883416338998359, "loss_sem_seg": 0.2525390542577952, "lr": 0.01, "mask_rcnn/accuracy": 0.89484422032751, "mask_rcnn/false_negative": 0.08360494422225972, "mask_rcnn/false_positive": 0.13806980118720447, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.25, "time": 0.7237781118601561, "total_loss": 1.5677389315824257} {"data_time": 0.010182123631238937, "eta_seconds": 64955.96878392063, "iteration": 180419, "loss_fcos_cls": 0.25642235251143575, "loss_fcos_ctr": 0.6197237800806761, "loss_fcos_loc": 0.1968459429917857, "loss_mask": 0.2537799123674631, "loss_maskiou": 0.005611858270640369, "loss_sem_seg": 0.3027575919404626, "lr": 0.01, "mask_rcnn/accuracy": 0.8904983868547419, "mask_rcnn/false_negative": 0.09222136472657047, "mask_rcnn/false_positive": 0.14242018881594654, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.25, "time": 0.740961316972971, "total_loss": 1.6156185409781756} {"data_time": 0.010299023240804672, "eta_seconds": 64920.24213723373, "iteration": 180439, "loss_fcos_cls": 0.24478361487854272, "loss_fcos_ctr": 0.6168019557371736, "loss_fcos_loc": 0.18115013954229653, "loss_mask": 0.25367419607937336, "loss_maskiou": 0.005023077501391526, "loss_sem_seg": 0.24601985234767199, "lr": 0.01, "mask_rcnn/accuracy": 0.9063579277864993, "mask_rcnn/false_negative": 0.07373907873370937, "mask_rcnn/false_positive": 0.13712348983159767, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 36.75, "time": 0.7204560320824385, "total_loss": 1.555139157528174} {"data_time": 0.010056680999696255, "eta_seconds": 64897.10750460718, "iteration": 180459, "loss_fcos_cls": 0.24303311202675104, "loss_fcos_ctr": 0.6185142956674099, "loss_fcos_loc": 0.18711072113364935, "loss_mask": 0.25238770619034767, "loss_maskiou": 0.005047153776104096, "loss_sem_seg": 0.24340958474203944, "lr": 0.01, "mask_rcnn/accuracy": 0.9045017411726596, "mask_rcnn/false_negative": 0.07596181992929166, "mask_rcnn/false_positive": 0.11324605999731159, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7029530052095652, "total_loss": 1.547885505053273} {"data_time": 0.00995789747685194, "eta_seconds": 64912.462257681414, "iteration": 180479, "loss_fcos_cls": 0.24145005596801639, "loss_fcos_ctr": 0.6180525105446577, "loss_fcos_loc": 0.18438302027061582, "loss_mask": 0.25256585888564587, "loss_maskiou": 0.005260168843960855, "loss_sem_seg": 0.28080345829948783, "lr": 0.01, "mask_rcnn/accuracy": 0.8852843024002053, "mask_rcnn/false_negative": 0.09345720741337141, "mask_rcnn/false_positive": 0.12064248294724544, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.5, "time": 0.7291165515780449, "total_loss": 1.5800295852022828} {"data_time": 0.010647574439644814, "eta_seconds": 64920.723558596335, "iteration": 180499, "loss_fcos_cls": 0.23710333579219878, "loss_fcos_ctr": 0.6185817290097475, "loss_fcos_loc": 0.19080647779628634, "loss_mask": 0.25512165343388915, "loss_maskiou": 0.005631798121612519, "loss_sem_seg": 0.2322861880529672, "lr": 0.01, "mask_rcnn/accuracy": 0.8891935684762151, "mask_rcnn/false_negative": 0.10260087104368998, "mask_rcnn/false_positive": 0.12620907562858147, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7373327342793345, "total_loss": 1.5323176987512852} {"data_time": 0.009544356726109982, "eta_seconds": 64898.28265680559, "iteration": 180519, "loss_fcos_cls": 0.24142400408163667, "loss_fcos_ctr": 0.6183258993551135, "loss_fcos_loc": 0.18778074358124286, "loss_mask": 0.26697832625359297, "loss_maskiou": 0.005364444281440228, "loss_sem_seg": 0.2921020295470953, "lr": 0.01, "mask_rcnn/accuracy": 0.8884535957240038, "mask_rcnn/false_negative": 0.09633775755421131, "mask_rcnn/false_positive": 0.1145933230594588, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 22.25, "time": 0.7152371164411306, "total_loss": 1.6008966236695414} {"data_time": 0.011559363454580307, "eta_seconds": 64839.12547849212, "iteration": 180539, "loss_fcos_cls": 0.24410511064343154, "loss_fcos_ctr": 0.6185164004564285, "loss_fcos_loc": 0.18254285084549338, "loss_mask": 0.2500952845439315, "loss_maskiou": 0.005465515423566103, "loss_sem_seg": 0.26298843789845705, "lr": 0.01, "mask_rcnn/accuracy": 0.9019758812615956, "mask_rcnn/false_negative": 0.08199102261855465, "mask_rcnn/false_positive": 0.1307211190276444, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.0, "time": 0.7124689007177949, "total_loss": 1.5762200246317661} {"data_time": 0.009524848312139511, "eta_seconds": 64833.257522764616, "iteration": 180559, "loss_fcos_cls": 0.2537738545797765, "loss_fcos_ctr": 0.6220524096861482, "loss_fcos_loc": 0.1933024595491588, "loss_mask": 0.26892051426693797, "loss_maskiou": 0.005887843028176576, "loss_sem_seg": 0.2486320382449776, "lr": 0.01, "mask_rcnn/accuracy": 0.8919164573901774, "mask_rcnn/false_negative": 0.08605360277899533, "mask_rcnn/false_positive": 0.154050080233452, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7309890547767282, "total_loss": 1.5843960015008633} {"data_time": 0.009643569588661194, "eta_seconds": 64804.377499700524, "iteration": 180579, "loss_fcos_cls": 0.2288344232365489, "loss_fcos_ctr": 0.615538745187223, "loss_fcos_loc": 0.17605224635917693, "loss_mask": 0.2576184682548046, "loss_maskiou": 0.0050830870677600615, "loss_sem_seg": 0.24545123730786145, "lr": 0.01, "mask_rcnn/accuracy": 0.8818877253282265, "mask_rcnn/false_negative": 0.0944483850716934, "mask_rcnn/false_positive": 0.139894242640515, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.7127571292221546, "total_loss": 1.5246987089922186} {"data_time": 0.009721261449158192, "eta_seconds": 64783.78131945245, "iteration": 180599, "loss_fcos_cls": 0.22312717884778976, "loss_fcos_ctr": 0.6175553295761347, "loss_fcos_loc": 0.18600861262530088, "loss_mask": 0.2570653008297086, "loss_maskiou": 0.005024975525884656, "loss_sem_seg": 0.24749807454645634, "lr": 0.01, "mask_rcnn/accuracy": 0.8902893025342005, "mask_rcnn/false_negative": 0.09457611359143414, "mask_rcnn/false_positive": 0.12293227246446933, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.7213912159204483, "total_loss": 1.5256332453573123} {"data_time": 0.009802537970244884, "eta_seconds": 64762.867385567166, "iteration": 180619, "loss_fcos_cls": 0.24042148236185312, "loss_fcos_ctr": 0.6199702266603708, "loss_fcos_loc": 0.18978833849541843, "loss_mask": 0.27260659635066986, "loss_maskiou": 0.005413482445874251, "loss_sem_seg": 0.2628502619918436, "lr": 0.01, "mask_rcnn/accuracy": 0.8669635408268426, "mask_rcnn/false_negative": 0.10793662353973264, "mask_rcnn/false_positive": 0.17539462404902173, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.25, "time": 0.7557942066341639, "total_loss": 1.5895224183768732} {"data_time": 0.010775507427752018, "eta_seconds": 64729.20517287869, "iteration": 180639, "loss_fcos_cls": 0.2300134813413024, "loss_fcos_ctr": 0.6184239205904305, "loss_fcos_loc": 0.18779034330509603, "loss_mask": 0.26360723935067654, "loss_maskiou": 0.005287516178213991, "loss_sem_seg": 0.2911064380314201, "lr": 0.01, "mask_rcnn/accuracy": 0.8849664684187628, "mask_rcnn/false_negative": 0.10214616181016856, "mask_rcnn/false_positive": 0.13835443193564811, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7052215235307813, "total_loss": 1.6080721050675493} {"data_time": 0.01063365675508976, "eta_seconds": 64654.09725143388, "iteration": 180659, "loss_fcos_cls": 0.23259204486384988, "loss_fcos_ctr": 0.615913481451571, "loss_fcos_loc": 0.17382687120698392, "loss_mask": 0.25582386599853635, "loss_maskiou": 0.005717169449781068, "loss_sem_seg": 0.2784140920266509, "lr": 0.01, "mask_rcnn/accuracy": 0.8740261949850363, "mask_rcnn/false_negative": 0.10777900308215621, "mask_rcnn/false_positive": 0.1547067751872795, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7348363567143679, "total_loss": 1.5770965823030565} {"data_time": 0.011605425737798214, "eta_seconds": 64599.89815399144, "iteration": 180679, "loss_fcos_cls": 0.23545900569297373, "loss_fcos_ctr": 0.6182088637724519, "loss_fcos_loc": 0.18357228650711477, "loss_mask": 0.2688562348484993, "loss_maskiou": 0.005792128504253924, "loss_sem_seg": 0.23738646181300282, "lr": 0.01, "mask_rcnn/accuracy": 0.8866349747926305, "mask_rcnn/false_negative": 0.0862045503492759, "mask_rcnn/false_positive": 0.14631718926174567, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.5, "time": 0.7113211331889033, "total_loss": 1.5852668834850192} {"data_time": 0.009995579719543457, "eta_seconds": 64575.604112422094, "iteration": 180699, "loss_fcos_cls": 0.2506364304572344, "loss_fcos_ctr": 0.6208858573809266, "loss_fcos_loc": 0.18972514930646867, "loss_mask": 0.25881375186145306, "loss_maskiou": 0.005044269637437537, "loss_sem_seg": 0.2859419444575906, "lr": 0.01, "mask_rcnn/accuracy": 0.8800709171745846, "mask_rcnn/false_negative": 0.08887538577124535, "mask_rcnn/false_positive": 0.15123576422869597, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.25, "time": 0.7253122394904494, "total_loss": 1.6192329336627154} {"data_time": 0.010260986164212227, "eta_seconds": 64621.05820384156, "iteration": 180719, "loss_fcos_cls": 0.24188142304774374, "loss_fcos_ctr": 0.6187366880476475, "loss_fcos_loc": 0.18564806930953637, "loss_mask": 0.262633616104722, "loss_maskiou": 0.005005075392546132, "loss_sem_seg": 0.2781903659924865, "lr": 0.01, "mask_rcnn/accuracy": 0.8724489795918368, "mask_rcnn/false_negative": 0.09757203700694649, "mask_rcnn/false_positive": 0.13622871261879657, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 25.75, "time": 0.7291978299617767, "total_loss": 1.553852948884014} {"data_time": 0.010978066362440586, "eta_seconds": 64606.58232247736, "iteration": 180739, "loss_fcos_cls": 0.25886832107789814, "loss_fcos_ctr": 0.6187218027189374, "loss_fcos_loc": 0.18811905127950013, "loss_mask": 0.26384143391624093, "loss_maskiou": 0.005520399354281835, "loss_sem_seg": 0.29021857189945877, "lr": 0.01, "mask_rcnn/accuracy": 0.8894725450136449, "mask_rcnn/false_negative": 0.09145466604643712, "mask_rcnn/false_positive": 0.15210858205912886, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.71827014349401, "total_loss": 1.627230762896943} {"data_time": 0.010929564945399761, "eta_seconds": 64592.10644111317, "iteration": 180759, "loss_fcos_cls": 0.22270220331847668, "loss_fcos_ctr": 0.6185566307976842, "loss_fcos_loc": 0.19614243996329606, "loss_mask": 0.2763292957097292, "loss_maskiou": 0.005983265407849103, "loss_sem_seg": 0.2901584308128804, "lr": 0.01, "mask_rcnn/accuracy": 0.882917916672272, "mask_rcnn/false_negative": 0.08347156870972244, "mask_rcnn/false_positive": 0.14673339031056415, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7325564492493868, "total_loss": 1.6107776164863026} {"data_time": 0.009955189190804958, "eta_seconds": 64627.79528798256, "iteration": 180779, "loss_fcos_cls": 0.24738778453320265, "loss_fcos_ctr": 0.6178915947675705, "loss_fcos_loc": 0.18297705345321447, "loss_mask": 0.24534445255994797, "loss_maskiou": 0.0050035413732985035, "loss_sem_seg": 0.3046272937208414, "lr": 0.01, "mask_rcnn/accuracy": 0.8938961522108844, "mask_rcnn/false_negative": 0.07770462655687528, "mask_rcnn/false_positive": 0.13155033485317025, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.75, "time": 0.7017275802791119, "total_loss": 1.5820970574422972} {"data_time": 0.010309773497283459, "eta_seconds": 64544.74843628798, "iteration": 180799, "loss_fcos_cls": 0.24475593777606264, "loss_fcos_ctr": 0.6191614540293813, "loss_fcos_loc": 0.18623382248915732, "loss_mask": 0.2538140965625644, "loss_maskiou": 0.005443385889520869, "loss_sem_seg": 0.2628687610849738, "lr": 0.01, "mask_rcnn/accuracy": 0.8771979774052479, "mask_rcnn/false_negative": 0.09012859100350246, "mask_rcnn/false_positive": 0.15534133378171142, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.5, "time": 0.7104280842468143, "total_loss": 1.5664555560506415} {"data_time": 0.010473797097802162, "eta_seconds": 64598.821035155095, "iteration": 180819, "loss_fcos_cls": 0.25207587145268917, "loss_fcos_ctr": 0.619967051781714, "loss_fcos_loc": 0.19264216348528862, "loss_mask": 0.26826839335262775, "loss_maskiou": 0.005236463446635753, "loss_sem_seg": 0.26910409005358815, "lr": 0.01, "mask_rcnn/accuracy": 0.8866935754564984, "mask_rcnn/false_negative": 0.09517895350836778, "mask_rcnn/false_positive": 0.13588662014199432, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.25, "time": 0.7174696521833539, "total_loss": 1.6196379043831257} {"data_time": 0.010665242560207844, "eta_seconds": 64534.20291565638, "iteration": 180839, "loss_fcos_cls": 0.24382597603835166, "loss_fcos_ctr": 0.6176311634480953, "loss_fcos_loc": 0.18802893091924489, "loss_mask": 0.263168515637517, "loss_maskiou": 0.006087307454436086, "loss_sem_seg": 0.2431562354322523, "lr": 0.01, "mask_rcnn/accuracy": 0.8686745106205748, "mask_rcnn/false_negative": 0.09703934758906232, "mask_rcnn/false_positive": 0.1437993416836723, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.25, "time": 0.7206211797893047, "total_loss": 1.582053001926397} {"data_time": 0.010453076101839542, "eta_seconds": 64501.333172936924, "iteration": 180859, "loss_fcos_cls": 0.22879271931014955, "loss_fcos_ctr": 0.6183566050603986, "loss_fcos_loc": 0.18749853153713048, "loss_mask": 0.2695536008104682, "loss_maskiou": 0.005569954497332219, "loss_sem_seg": 0.24754860624670982, "lr": 0.01, "mask_rcnn/accuracy": 0.8852043523266693, "mask_rcnn/false_negative": 0.09297986370780457, "mask_rcnn/false_positive": 0.129257146926693, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.25, "time": 0.7237992752343416, "total_loss": 1.5844945457574795} {"data_time": 0.009742015041410923, "eta_seconds": 64494.817255748436, "iteration": 180879, "loss_fcos_cls": 0.22994255810044706, "loss_fcos_ctr": 0.6190012362785637, "loss_fcos_loc": 0.1920128541532904, "loss_mask": 0.25421567633748055, "loss_maskiou": 0.005407419270341052, "loss_sem_seg": 0.24351982516236603, "lr": 0.01, "mask_rcnn/accuracy": 0.8936335403726707, "mask_rcnn/false_negative": 0.07257456387206664, "mask_rcnn/false_positive": 0.1104493613034371, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.738387425430119, "total_loss": 1.575055506415083} {"data_time": 0.010089614428579807, "eta_seconds": 64540.872529500164, "iteration": 180899, "loss_fcos_cls": 0.22394941560924053, "loss_fcos_ctr": 0.6195497559383512, "loss_fcos_loc": 0.1833537514321506, "loss_mask": 0.24685318116098642, "loss_maskiou": 0.004549467041215394, "loss_sem_seg": 0.2540919652674347, "lr": 0.01, "mask_rcnn/accuracy": 0.903149190710767, "mask_rcnn/false_negative": 0.07834524356195893, "mask_rcnn/false_positive": 0.123577243691513, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.25, "time": 0.7270746026188135, "total_loss": 1.5328584082162706} {"data_time": 0.010269984602928162, "eta_seconds": 64526.38540308643, "iteration": 180919, "loss_fcos_cls": 0.24524457287043333, "loss_fcos_ctr": 0.6176053732633591, "loss_fcos_loc": 0.19211776013253257, "loss_mask": 0.2539749415591359, "loss_maskiou": 0.005179206045795581, "loss_sem_seg": 0.2717651156708598, "lr": 0.01, "mask_rcnn/accuracy": 0.8904564148019051, "mask_rcnn/false_negative": 0.1002322109464607, "mask_rcnn/false_positive": 0.10749578542774821, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.25, "time": 0.7221707133576274, "total_loss": 1.5938899524244334} {"data_time": 0.010685778222978115, "eta_seconds": 64461.8235088354, "iteration": 180939, "loss_fcos_cls": 0.2261895696283318, "loss_fcos_ctr": 0.6167085990309715, "loss_fcos_loc": 0.18025685963220894, "loss_mask": 0.2550045996904373, "loss_maskiou": 0.004953382464009337, "loss_sem_seg": 0.27194681018590927, "lr": 0.01, "mask_rcnn/accuracy": 0.886064889600571, "mask_rcnn/false_negative": 0.09898632118439749, "mask_rcnn/false_positive": 0.13464895054326653, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.25, "time": 0.719265722669661, "total_loss": 1.5742262237181421} {"data_time": 0.010226260870695114, "eta_seconds": 64411.02401302941, "iteration": 180959, "loss_fcos_cls": 0.24074845865834504, "loss_fcos_ctr": 0.6174103822559118, "loss_fcos_loc": 0.18425022216979414, "loss_mask": 0.26568953413516283, "loss_maskiou": 0.006095560882386053, "loss_sem_seg": 0.2815094948746264, "lr": 0.01, "mask_rcnn/accuracy": 0.8842218091551115, "mask_rcnn/false_negative": 0.09681174668628338, "mask_rcnn/false_positive": 0.12337805841882775, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.0, "time": 0.6986534046009183, "total_loss": 1.595426294275967} {"data_time": 0.010427800938487053, "eta_seconds": 64401.94252692629, "iteration": 180979, "loss_fcos_cls": 0.24697289057075977, "loss_fcos_ctr": 0.6182811334729195, "loss_fcos_loc": 0.18495969579089433, "loss_mask": 0.26227642595767975, "loss_maskiou": 0.005250085541774752, "loss_sem_seg": 0.26281124306842685, "lr": 0.01, "mask_rcnn/accuracy": 0.8987993922485382, "mask_rcnn/false_negative": 0.08586297744345922, "mask_rcnn/false_positive": 0.13052114479708393, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.75, "time": 0.7125867595896125, "total_loss": 1.5865417617897037} {"data_time": 0.010419316589832306, "eta_seconds": 64395.418719163164, "iteration": 180999, "loss_fcos_cls": 0.24001805146690458, "loss_fcos_ctr": 0.62106260843575, "loss_fcos_loc": 0.1944418412167579, "loss_mask": 0.25601113587617874, "loss_maskiou": 0.005322114680893719, "loss_sem_seg": 0.2600842099636793, "lr": 0.01, "mask_rcnn/accuracy": 0.8962265556907694, "mask_rcnn/false_negative": 0.0850269663303218, "mask_rcnn/false_positive": 0.1196543520743473, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.25, "time": 0.7267595045268536, "total_loss": 1.6095584170980146} {"data_time": 0.010039358399808407, "eta_seconds": 64420.06546533853, "iteration": 181019, "loss_fcos_cls": 0.2440052789170295, "loss_fcos_ctr": 0.6170911425724626, "loss_fcos_loc": 0.1891983246896416, "loss_mask": 0.26006044168025255, "loss_maskiou": 0.00575164872861933, "loss_sem_seg": 0.25290163095633034, "lr": 0.01, "mask_rcnn/accuracy": 0.8912331821129382, "mask_rcnn/false_negative": 0.09061130164505907, "mask_rcnn/false_positive": 0.12919563724493677, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.719278734177351, "total_loss": 1.575539565528743} {"data_time": 0.010094676166772842, "eta_seconds": 64358.53572907392, "iteration": 181039, "loss_fcos_cls": 0.2468137324322015, "loss_fcos_ctr": 0.6216469025239348, "loss_fcos_loc": 0.19367882329970598, "loss_mask": 0.25330864172428846, "loss_maskiou": 0.005471042686622241, "loss_sem_seg": 0.3004382075741887, "lr": 0.01, "mask_rcnn/accuracy": 0.892051880215649, "mask_rcnn/false_negative": 0.07633464310687263, "mask_rcnn/false_positive": 0.12372208808162255, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 32.75, "time": 0.7179507426917553, "total_loss": 1.64644734961621} {"data_time": 0.008899617940187454, "eta_seconds": 64344.06679645646, "iteration": 181059, "loss_fcos_cls": 0.24072992615401745, "loss_fcos_ctr": 0.6186826769262552, "loss_fcos_loc": 0.1805282519198954, "loss_mask": 0.26372206024825573, "loss_maskiou": 0.00522249864297919, "loss_sem_seg": 0.265214997343719, "lr": 0.01, "mask_rcnn/accuracy": 0.8720083831385201, "mask_rcnn/false_negative": 0.09991825630369225, "mask_rcnn/false_positive": 0.17357212153670099, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.25, "time": 0.7226272542029619, "total_loss": 1.5893492137111025} {"data_time": 0.010450031608343124, "eta_seconds": 64350.08185723238, "iteration": 181079, "loss_fcos_cls": 0.23552170721814036, "loss_fcos_ctr": 0.6173364757560194, "loss_fcos_loc": 0.17852787754964083, "loss_mask": 0.2534191869199276, "loss_maskiou": 0.004881077366007958, "loss_sem_seg": 0.2496526795439422, "lr": 0.01, "mask_rcnn/accuracy": 0.8752220754373178, "mask_rcnn/false_negative": 0.08352603408965424, "mask_rcnn/false_positive": 0.13461694451522338, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 34.25, "time": 0.7311609014868736, "total_loss": 1.5279208979172836} {"data_time": 0.010807943530380726, "eta_seconds": 64323.06512906961, "iteration": 181099, "loss_fcos_cls": 0.22730974724981934, "loss_fcos_ctr": 0.6186747681349516, "loss_fcos_loc": 0.18196246307343245, "loss_mask": 0.27011270076036453, "loss_maskiou": 0.005781869818747509, "loss_sem_seg": 0.25321294157765806, "lr": 0.01, "mask_rcnn/accuracy": 0.8745639674365044, "mask_rcnn/false_negative": 0.0899701698831348, "mask_rcnn/false_positive": 0.16764646520259954, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.5, "time": 0.7277785837650299, "total_loss": 1.5501648732024478} {"data_time": 0.00986414309591055, "eta_seconds": 64321.134777529165, "iteration": 181119, "loss_fcos_cls": 0.2411802726564929, "loss_fcos_ctr": 0.6186149828135967, "loss_fcos_loc": 0.19347023637965322, "loss_mask": 0.26219425071030855, "loss_maskiou": 0.005464811030833516, "loss_sem_seg": 0.2614313173107803, "lr": 0.01, "mask_rcnn/accuracy": 0.8740381907633183, "mask_rcnn/false_negative": 0.0935858198550056, "mask_rcnn/false_positive": 0.15438674548884274, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 35.75, "time": 0.7346767643466592, "total_loss": 1.5910755036093178} {"data_time": 0.010751495137810707, "eta_seconds": 64294.12369303219, "iteration": 181139, "loss_fcos_cls": 0.24209959199652076, "loss_fcos_ctr": 0.6192259443923831, "loss_fcos_loc": 0.18804748635739088, "loss_mask": 0.25488663744181395, "loss_maskiou": 0.004932027819450013, "loss_sem_seg": 0.2468374641612172, "lr": 0.01, "mask_rcnn/accuracy": 0.8992057050092764, "mask_rcnn/false_negative": 0.09033902570825764, "mask_rcnn/false_positive": 0.13535876046841236, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7144183032214642, "total_loss": 1.5679836258532305} {"data_time": 0.009848995134234428, "eta_seconds": 64266.346787901595, "iteration": 181159, "loss_fcos_cls": 0.240031918277964, "loss_fcos_ctr": 0.6173290032893419, "loss_fcos_loc": 0.18149333959445357, "loss_mask": 0.2559628440067172, "loss_maskiou": 0.005073488486232236, "loss_sem_seg": 0.25723052956163883, "lr": 0.01, "mask_rcnn/accuracy": 0.8810890427599611, "mask_rcnn/false_negative": 0.10106353712818687, "mask_rcnn/false_positive": 0.1426883296313191, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.5, "time": 0.7358451010659337, "total_loss": 1.5613538212346612} {"data_time": 0.010035973973572254, "eta_seconds": 64338.052759707905, "iteration": 181179, "loss_fcos_cls": 0.2402648066636175, "loss_fcos_ctr": 0.6200781101360917, "loss_fcos_loc": 0.18990172795020044, "loss_mask": 0.26267177425324917, "loss_maskiou": 0.0048191441092058085, "loss_sem_seg": 0.24687871313653886, "lr": 0.01, "mask_rcnn/accuracy": 0.8959534900916888, "mask_rcnn/false_negative": 0.09094257804182412, "mask_rcnn/false_positive": 0.12543863439943317, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.75, "time": 0.7292691608890891, "total_loss": 1.577036988841428} {"data_time": 0.01022993866354227, "eta_seconds": 64346.48022870533, "iteration": 181199, "loss_fcos_cls": 0.2426489454228431, "loss_fcos_ctr": 0.6180684100836515, "loss_fcos_loc": 0.196749996393919, "loss_mask": 0.26598315220326185, "loss_maskiou": 0.0059699634366552345, "loss_sem_seg": 0.26914558932185173, "lr": 0.01, "mask_rcnn/accuracy": 0.8815861026330175, "mask_rcnn/false_negative": 0.1037191922742745, "mask_rcnn/false_positive": 0.1581106632627247, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.0, "time": 0.7375569455325603, "total_loss": 1.608730705913331} {"data_time": 0.009771084412932396, "eta_seconds": 64334.5028503295, "iteration": 181219, "loss_fcos_cls": 0.24429137888364494, "loss_fcos_ctr": 0.6187080703675747, "loss_fcos_loc": 0.18811032822122797, "loss_mask": 0.27172320894896984, "loss_maskiou": 0.005143804883118719, "loss_sem_seg": 0.2640575598925352, "lr": 0.01, "mask_rcnn/accuracy": 0.8832167482377566, "mask_rcnn/false_negative": 0.0963179998833853, "mask_rcnn/false_positive": 0.13914303041829054, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.5, "time": 0.7385728545486927, "total_loss": 1.583037709518976} {"data_time": 0.01060798205435276, "eta_seconds": 64350.23881335184, "iteration": 181239, "loss_fcos_cls": 0.2279200474731624, "loss_fcos_ctr": 0.616675041615963, "loss_fcos_loc": 0.1773042952409014, "loss_mask": 0.23566943686455488, "loss_maskiou": 0.0048343263333663344, "loss_sem_seg": 0.25520285102538764, "lr": 0.01, "mask_rcnn/accuracy": 0.9174208219979263, "mask_rcnn/false_negative": 0.07924049307809995, "mask_rcnn/false_positive": 0.10141353307115888, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 23.75, "time": 0.7285444606095552, "total_loss": 1.5512130739771237} {"data_time": 0.009609412401914597, "eta_seconds": 64367.79731102195, "iteration": 181259, "loss_fcos_cls": 0.24602952250279486, "loss_fcos_ctr": 0.6182208084501326, "loss_fcos_loc": 0.19187459209933877, "loss_mask": 0.270164187066257, "loss_maskiou": 0.005500309787748847, "loss_sem_seg": 0.24823564337566495, "lr": 0.01, "mask_rcnn/accuracy": 0.8912526235410552, "mask_rcnn/false_negative": 0.09786688421512427, "mask_rcnn/false_positive": 0.10909749559534085, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.25, "time": 0.7353912303224206, "total_loss": 1.5721497371341684} {"data_time": 0.0100605683401227, "eta_seconds": 64353.58234505355, "iteration": 181279, "loss_fcos_cls": 0.24841962568461895, "loss_fcos_ctr": 0.6176074855029583, "loss_fcos_loc": 0.1875011856900528, "loss_mask": 0.2617188571020961, "loss_maskiou": 0.005200798928854056, "loss_sem_seg": 0.2630070592276752, "lr": 0.01, "mask_rcnn/accuracy": 0.9047479840993001, "mask_rcnn/false_negative": 0.09211766139990463, "mask_rcnn/false_positive": 0.0990044106362343, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 25.75, "time": 0.7313461462035775, "total_loss": 1.6193047545675654} {"data_time": 0.010018742643296719, "eta_seconds": 64339.075389012694, "iteration": 181299, "loss_fcos_cls": 0.2540795769309625, "loss_fcos_ctr": 0.6238514622673392, "loss_fcos_loc": 0.19989054137840867, "loss_mask": 0.26043043192476034, "loss_maskiou": 0.005239513404376339, "loss_sem_seg": 0.2956270407885313, "lr": 0.01, "mask_rcnn/accuracy": 0.8940552113702624, "mask_rcnn/false_negative": 0.0789220470936134, "mask_rcnn/false_positive": 0.1561085504847079, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.5, "time": 0.7275120913982391, "total_loss": 1.6126157976686954} {"data_time": 0.009260696358978748, "eta_seconds": 64319.868531307206, "iteration": 181319, "loss_fcos_cls": 0.23907167720608413, "loss_fcos_ctr": 0.618703163228929, "loss_fcos_loc": 0.1919005800737068, "loss_mask": 0.2574850069358945, "loss_maskiou": 0.005654549866449088, "loss_sem_seg": 0.2539393368642777, "lr": 0.01, "mask_rcnn/accuracy": 0.8852062480335745, "mask_rcnn/false_negative": 0.08754847138487926, "mask_rcnn/false_positive": 0.14065834839803115, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.71353261731565, "total_loss": 1.5597756694987766} {"data_time": 0.010553551837801933, "eta_seconds": 64303.852723799646, "iteration": 181339, "loss_fcos_cls": 0.2396861999295652, "loss_fcos_ctr": 0.6185176214203238, "loss_fcos_loc": 0.18944082432426512, "loss_mask": 0.26121389167383313, "loss_maskiou": 0.005394227671786211, "loss_sem_seg": 0.2646032930351794, "lr": 0.01, "mask_rcnn/accuracy": 0.8728166611869144, "mask_rcnn/false_negative": 0.1007579848431395, "mask_rcnn/false_positive": 0.14300479252839088, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.25, "time": 0.7091859802603722, "total_loss": 1.6135286324570188} {"data_time": 0.010693921707570553, "eta_seconds": 64269.60684273206, "iteration": 181359, "loss_fcos_cls": 0.246591760776937, "loss_fcos_ctr": 0.6202842169441283, "loss_fcos_loc": 0.18684876302722842, "loss_mask": 0.2676278492435813, "loss_maskiou": 0.005947267556621227, "loss_sem_seg": 0.25905463844537735, "lr": 0.01, "mask_rcnn/accuracy": 0.8860506668700089, "mask_rcnn/false_negative": 0.0873305244663472, "mask_rcnn/false_positive": 0.10309044224236541, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.25, "time": 0.7164928643032908, "total_loss": 1.5808856748917606} {"data_time": 0.009823756292462349, "eta_seconds": 64193.18149557058, "iteration": 181379, "loss_fcos_cls": 0.23941787146031857, "loss_fcos_ctr": 0.6185080213472247, "loss_fcos_loc": 0.19149199058301747, "loss_mask": 0.26539995800703764, "loss_maskiou": 0.00521305274014594, "loss_sem_seg": 0.240701638860628, "lr": 0.01, "mask_rcnn/accuracy": 0.8797405989648363, "mask_rcnn/false_negative": 0.10083013658707514, "mask_rcnn/false_positive": 0.13394275581719092, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7130841594189405, "total_loss": 1.5530468390461465} {"data_time": 0.009844992309808731, "eta_seconds": 64197.02664356958, "iteration": 181399, "loss_fcos_cls": 0.2371716775232926, "loss_fcos_ctr": 0.6158224735409021, "loss_fcos_loc": 0.18514678429346532, "loss_mask": 0.27035755291581154, "loss_maskiou": 0.005996815911203157, "loss_sem_seg": 0.24905315414071083, "lr": 0.01, "mask_rcnn/accuracy": 0.8840796519233018, "mask_rcnn/false_negative": 0.10981397874390164, "mask_rcnn/false_positive": 0.13074667511756055, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 44.0, "time": 0.7383019868284464, "total_loss": 1.5554186177469091} {"data_time": 0.010215286165475845, "eta_seconds": 64093.26716042217, "iteration": 181419, "loss_fcos_cls": 0.24732985044829547, "loss_fcos_ctr": 0.618315911386162, "loss_fcos_loc": 0.18741690227761865, "loss_mask": 0.26408475171774626, "loss_maskiou": 0.005426139876362868, "loss_sem_seg": 0.2473416591528803, "lr": 0.01, "mask_rcnn/accuracy": 0.8878299840870814, "mask_rcnn/false_negative": 0.09487467310275721, "mask_rcnn/false_positive": 0.12657275092293596, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.0, "time": 0.71357436850667, "total_loss": 1.603432974210591} {"data_time": 0.010719683021306992, "eta_seconds": 64078.79605100583, "iteration": 181439, "loss_fcos_cls": 0.23550687308306806, "loss_fcos_ctr": 0.619095079600811, "loss_fcos_loc": 0.18751357775181532, "loss_mask": 0.27049053087830544, "loss_maskiou": 0.0059571337114903145, "loss_sem_seg": 0.25686855614185333, "lr": 0.01, "mask_rcnn/accuracy": 0.879707294778041, "mask_rcnn/false_negative": 0.09468496665392984, "mask_rcnn/false_positive": 0.16049887980835997, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7175730988383293, "total_loss": 1.567824882484274} {"data_time": 0.009892456233501434, "eta_seconds": 64135.23298991565, "iteration": 181459, "loss_fcos_cls": 0.23496778588742018, "loss_fcos_ctr": 0.6175260413438082, "loss_fcos_loc": 0.182313074124977, "loss_mask": 0.26341066882014275, "loss_maskiou": 0.00528692091756966, "loss_sem_seg": 0.2793910519685596, "lr": 0.01, "mask_rcnn/accuracy": 0.8793436845892203, "mask_rcnn/false_negative": 0.09605432638286585, "mask_rcnn/false_positive": 0.1381729412288261, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.7216959334909916, "total_loss": 1.5533746675027942} {"data_time": 0.009841540828347206, "eta_seconds": 63957.7870042054, "iteration": 181479, "loss_fcos_cls": 0.24565376120153815, "loss_fcos_ctr": 0.6171802170574665, "loss_fcos_loc": 0.18528071034234017, "loss_mask": 0.26846351008862257, "loss_maskiou": 0.005471361131640151, "loss_sem_seg": 0.22827473061624914, "lr": 0.01, "mask_rcnn/accuracy": 0.8936421308954203, "mask_rcnn/false_negative": 0.08266052556937781, "mask_rcnn/false_positive": 0.12318193606537164, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.0, "time": 0.7059654537588358, "total_loss": 1.5757020187738817} {"data_time": 0.010354366153478622, "eta_seconds": 63871.77310909238, "iteration": 181499, "loss_fcos_cls": 0.25842806592117995, "loss_fcos_ctr": 0.6186631359159946, "loss_fcos_loc": 0.190208297688514, "loss_mask": 0.2533770361915231, "loss_maskiou": 0.005540625013964018, "loss_sem_seg": 0.26482700603082776, "lr": 0.01, "mask_rcnn/accuracy": 0.8988875512751917, "mask_rcnn/false_negative": 0.07656833948319756, "mask_rcnn/false_positive": 0.11210171814882153, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 35.25, "time": 0.7151634013280272, "total_loss": 1.6021559278087807} {"data_time": 0.010254764929413795, "eta_seconds": 63889.181086331606, "iteration": 181519, "loss_fcos_cls": 0.25328719220124185, "loss_fcos_ctr": 0.6202152613550425, "loss_fcos_loc": 0.1989731031935662, "loss_mask": 0.2708548875525594, "loss_maskiou": 0.00565430451388238, "loss_sem_seg": 0.27844336396083236, "lr": 0.01, "mask_rcnn/accuracy": 0.8812745311899749, "mask_rcnn/false_negative": 0.08568621829477391, "mask_rcnn/false_positive": 0.14887269993020313, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7252831375226378, "total_loss": 1.6489290948375128} {"data_time": 0.010306295938789845, "eta_seconds": 63954.77122467756, "iteration": 181539, "loss_fcos_cls": 0.22125924192368984, "loss_fcos_ctr": 0.6189955975860357, "loss_fcos_loc": 0.19174889870919287, "loss_mask": 0.2625413313508034, "loss_maskiou": 0.005113116007123608, "loss_sem_seg": 0.26760042645037174, "lr": 0.01, "mask_rcnn/accuracy": 0.8952910613397902, "mask_rcnn/false_negative": 0.08668763844869876, "mask_rcnn/false_positive": 0.12988572406378113, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.5, "time": 0.7398396749049425, "total_loss": 1.5855811557266861} {"data_time": 0.009793063625693321, "eta_seconds": 63883.44621030241, "iteration": 181559, "loss_fcos_cls": 0.23364355869125575, "loss_fcos_ctr": 0.6175798308104277, "loss_fcos_loc": 0.1806011162698269, "loss_mask": 0.2506085727363825, "loss_maskiou": 0.004974161696736701, "loss_sem_seg": 0.2822010265663266, "lr": 0.01, "mask_rcnn/accuracy": 0.8977021040974529, "mask_rcnn/false_negative": 0.08844734091158801, "mask_rcnn/false_positive": 0.12889798006432132, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.25, "time": 0.7182298535481095, "total_loss": 1.57075661034105} {"data_time": 0.010985284112393856, "eta_seconds": 63885.535462758504, "iteration": 181579, "loss_fcos_cls": 0.24849809939041734, "loss_fcos_ctr": 0.6212401962839067, "loss_fcos_loc": 0.19100527119007893, "loss_mask": 0.2590685407631099, "loss_maskiou": 0.005189469819015358, "loss_sem_seg": 0.2939154952764511, "lr": 0.01, "mask_rcnn/accuracy": 0.8893558055924835, "mask_rcnn/false_negative": 0.0833790295319295, "mask_rcnn/false_positive": 0.1297818456971318, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 23.5, "time": 0.7108765337616205, "total_loss": 1.6194469378115173} {"data_time": 0.010148555040359497, "eta_seconds": 63950.14963499922, "iteration": 181599, "loss_fcos_cls": 0.23029016610234976, "loss_fcos_ctr": 0.6200736910104752, "loss_fcos_loc": 0.18561804376076907, "loss_mask": 0.26333779329434037, "loss_maskiou": 0.005502194617292844, "loss_sem_seg": 0.26388609502464533, "lr": 0.01, "mask_rcnn/accuracy": 0.895465193288854, "mask_rcnn/false_negative": 0.09188478301986794, "mask_rcnn/false_positive": 0.09817845379707561, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7475100690498948, "total_loss": 1.591395151699544} {"data_time": 0.010310549288988113, "eta_seconds": 63803.37076154817, "iteration": 181619, "loss_fcos_cls": 0.24641329562291503, "loss_fcos_ctr": 0.6163954855874181, "loss_fcos_loc": 0.1825747734401375, "loss_mask": 0.25938109029084444, "loss_maskiou": 0.005447175328299636, "loss_sem_seg": 0.2309114746749401, "lr": 0.01, "mask_rcnn/accuracy": 0.8734923828686404, "mask_rcnn/false_negative": 0.09651130203946875, "mask_rcnn/false_positive": 0.165287487319546, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.75, "time": 0.7081375736743212, "total_loss": 1.5461649570206646} {"data_time": 0.009191673249006271, "eta_seconds": 63921.21324304212, "iteration": 181639, "loss_fcos_cls": 0.24519516085274518, "loss_fcos_ctr": 0.6180400038138032, "loss_fcos_loc": 0.18601546331774443, "loss_mask": 0.2644889699295163, "loss_maskiou": 0.005388596393459011, "loss_sem_seg": 0.2678008492803201, "lr": 0.01, "mask_rcnn/accuracy": 0.8714409928215472, "mask_rcnn/false_negative": 0.10353094214800498, "mask_rcnn/false_positive": 0.16188568134934916, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 39.25, "time": 0.7369779171422124, "total_loss": 1.5858924905696767} {"data_time": 0.010110152885317802, "eta_seconds": 63906.74504706357, "iteration": 181659, "loss_fcos_cls": 0.24108451697975397, "loss_fcos_ctr": 0.6175367813557386, "loss_fcos_loc": 0.19123096414841712, "loss_mask": 0.27326718252152205, "loss_maskiou": 0.005862547615834046, "loss_sem_seg": 0.2766812837217003, "lr": 0.01, "mask_rcnn/accuracy": 0.8931089006009445, "mask_rcnn/false_negative": 0.09361407537802707, "mask_rcnn/false_positive": 0.12062181675715006, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.75, "time": 0.7328700106590986, "total_loss": 1.6164376110464218} {"data_time": 0.009534884244203568, "eta_seconds": 63898.57695217151, "iteration": 181679, "loss_fcos_cls": 0.24308123998343945, "loss_fcos_ctr": 0.6161368666216731, "loss_fcos_loc": 0.17331655230373144, "loss_mask": 0.25255720783025026, "loss_maskiou": 0.005524709871679079, "loss_sem_seg": 0.2680980144068599, "lr": 0.01, "mask_rcnn/accuracy": 0.8852610510607406, "mask_rcnn/false_negative": 0.0915252062282319, "mask_rcnn/false_positive": 0.11808902250228281, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.7141104061156511, "total_loss": 1.5652222459902987} {"data_time": 0.010289561003446579, "eta_seconds": 63829.07254642341, "iteration": 181699, "loss_fcos_cls": 0.23531715059652925, "loss_fcos_ctr": 0.6180314105004072, "loss_fcos_loc": 0.17122835537884384, "loss_mask": 0.2507914272136986, "loss_maskiou": 0.0044328079602564685, "loss_sem_seg": 0.2513609618181363, "lr": 0.01, "mask_rcnn/accuracy": 0.9099691856940796, "mask_rcnn/false_negative": 0.11090743091667139, "mask_rcnn/false_positive": 0.09084982169692522, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.25, "time": 0.7040127879008651, "total_loss": 1.5669073328535887} {"data_time": 0.010570978745818138, "eta_seconds": 63717.342428952456, "iteration": 181719, "loss_fcos_cls": 0.22777945664711297, "loss_fcos_ctr": 0.6184521522372961, "loss_fcos_loc": 0.19310942012816668, "loss_mask": 0.26264991611242294, "loss_maskiou": 0.005142970258020796, "loss_sem_seg": 0.2694353392580524, "lr": 0.01, "mask_rcnn/accuracy": 0.8928893621564862, "mask_rcnn/false_negative": 0.07554104034649176, "mask_rcnn/false_positive": 0.12102456051481089, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.75, "time": 0.7120277909561992, "total_loss": 1.5957219266492757} {"data_time": 0.00990845263004303, "eta_seconds": 63649.28687363397, "iteration": 181739, "loss_fcos_cls": 0.22781314107123762, "loss_fcos_ctr": 0.6183028249070048, "loss_fcos_loc": 0.18460075987968594, "loss_mask": 0.24554660869762301, "loss_maskiou": 0.005043136883614352, "loss_sem_seg": 0.2497962978668511, "lr": 0.01, "mask_rcnn/accuracy": 0.884103857840923, "mask_rcnn/false_negative": 0.08970952098732378, "mask_rcnn/false_positive": 0.1302283944455243, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.0, "time": 0.7034528907388449, "total_loss": 1.5292185575381154} {"data_time": 0.01055772416293621, "eta_seconds": 63619.11879541725, "iteration": 181759, "loss_fcos_cls": 0.22936138667864725, "loss_fcos_ctr": 0.6132681518793106, "loss_fcos_loc": 0.17377180815674365, "loss_mask": 0.25356046156957746, "loss_maskiou": 0.0047381866606883705, "loss_sem_seg": 0.21625171485356987, "lr": 0.01, "mask_rcnn/accuracy": 0.8918228679612006, "mask_rcnn/false_negative": 0.08656401783620549, "mask_rcnn/false_positive": 0.14049853248517602, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 23.75, "time": 0.696924346499145, "total_loss": 1.534964852995472} {"data_time": 0.011269890703260899, "eta_seconds": 63613.702153989114, "iteration": 181779, "loss_fcos_cls": 0.24427512800320983, "loss_fcos_ctr": 0.615609051194042, "loss_fcos_loc": 0.18734281952492893, "loss_mask": 0.26671367418020964, "loss_maskiou": 0.004882792396529112, "loss_sem_seg": 0.2176751121878624, "lr": 0.01, "mask_rcnn/accuracy": 0.8760620088552662, "mask_rcnn/false_negative": 0.10165709751819216, "mask_rcnn/false_positive": 0.1449494442256707, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.75, "time": 0.7157791396602988, "total_loss": 1.5721736307896208} {"data_time": 0.010279977694153786, "eta_seconds": 63626.21822115872, "iteration": 181799, "loss_fcos_cls": 0.23961600993061438, "loss_fcos_ctr": 0.619378776056692, "loss_fcos_loc": 0.1832895438419655, "loss_mask": 0.2498855898156762, "loss_maskiou": 0.005249593079497572, "loss_sem_seg": 0.31436379300430417, "lr": 0.01, "mask_rcnn/accuracy": 0.9130327555888187, "mask_rcnn/false_negative": 0.07473978437079042, "mask_rcnn/false_positive": 0.11647415708569017, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.7235379498451948, "total_loss": 1.5814822046158952} {"data_time": 0.009416216053068638, "eta_seconds": 63645.16682782769, "iteration": 181819, "loss_fcos_cls": 0.23997136298567057, "loss_fcos_ctr": 0.6139146666973829, "loss_fcos_loc": 0.1756292963400483, "loss_mask": 0.24997480120509863, "loss_maskiou": 0.004841499006943195, "loss_sem_seg": 0.26478623994626105, "lr": 0.01, "mask_rcnn/accuracy": 0.8859459437980799, "mask_rcnn/false_negative": 0.0853067980458738, "mask_rcnn/false_positive": 0.13239526829178425, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.75, "time": 0.7283385144546628, "total_loss": 1.5482137851977313} {"data_time": 0.010383550077676773, "eta_seconds": 63723.8739488516, "iteration": 181839, "loss_fcos_cls": 0.24083163496106863, "loss_fcos_ctr": 0.619303566403687, "loss_fcos_loc": 0.19067886064294726, "loss_mask": 0.2655028710141778, "loss_maskiou": 0.005145949777215719, "loss_sem_seg": 0.24856922775506973, "lr": 0.01, "mask_rcnn/accuracy": 0.8863186699098244, "mask_rcnn/false_negative": 0.09039772596411874, "mask_rcnn/false_positive": 0.1410678450105607, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.25, "time": 0.7387246247380972, "total_loss": 1.569443675902221} {"data_time": 0.010878419503569603, "eta_seconds": 63709.41769859381, "iteration": 181859, "loss_fcos_cls": 0.23349846620112658, "loss_fcos_ctr": 0.6171029368415475, "loss_fcos_loc": 0.18382391170598567, "loss_mask": 0.25577566865831614, "loss_maskiou": 0.00529730693961028, "loss_sem_seg": 0.2796075316146016, "lr": 0.01, "mask_rcnn/accuracy": 0.8980453344564843, "mask_rcnn/false_negative": 0.07036568014966671, "mask_rcnn/false_positive": 0.11880663343168626, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7256216583773494, "total_loss": 1.592155739912414} {"data_time": 0.00990140438079834, "eta_seconds": 63650.908573538065, "iteration": 181879, "loss_fcos_cls": 0.24889115570113063, "loss_fcos_ctr": 0.6202742354944348, "loss_fcos_loc": 0.18297457543667406, "loss_mask": 0.25691458210349083, "loss_maskiou": 0.005268793611321598, "loss_sem_seg": 0.26279588928446174, "lr": 0.01, "mask_rcnn/accuracy": 0.8879002654841006, "mask_rcnn/false_negative": 0.10123929375886079, "mask_rcnn/false_positive": 0.1262749883989704, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.25, "time": 0.7345415633171797, "total_loss": 1.5658883524447447} {"data_time": 0.009483207948505878, "eta_seconds": 63621.798347149976, "iteration": 181899, "loss_fcos_cls": 0.23423842759802938, "loss_fcos_ctr": 0.6202892437577248, "loss_fcos_loc": 0.18401555763557553, "loss_mask": 0.2546161604113877, "loss_maskiou": 0.005381469873100286, "loss_sem_seg": 0.27796747209504247, "lr": 0.01, "mask_rcnn/accuracy": 0.8859635213374968, "mask_rcnn/false_negative": 0.11030924280612836, "mask_rcnn/false_positive": 0.12334971919156029, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 25.75, "time": 0.7278492273762822, "total_loss": 1.583156471424445} {"data_time": 0.01023864559829235, "eta_seconds": 63622.01606956124, "iteration": 181919, "loss_fcos_cls": 0.24282806366682053, "loss_fcos_ctr": 0.6203746674582362, "loss_fcos_loc": 0.1834851906169206, "loss_mask": 0.2592590618878603, "loss_maskiou": 0.005096482811495662, "loss_sem_seg": 0.2534334887750447, "lr": 0.01, "mask_rcnn/accuracy": 0.8921120029039284, "mask_rcnn/false_negative": 0.08662405471074411, "mask_rcnn/false_positive": 0.12983603115469888, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.0, "time": 0.7278285026550293, "total_loss": 1.5815707781111996} {"data_time": 0.010085602290928364, "eta_seconds": 63724.94825365208, "iteration": 181939, "loss_fcos_cls": 0.24365449615288526, "loss_fcos_ctr": 0.6160054439678788, "loss_fcos_loc": 0.19301147060468793, "loss_mask": 0.2631025454029441, "loss_maskiou": 0.00529562117299065, "loss_sem_seg": 0.28931296756491065, "lr": 0.01, "mask_rcnn/accuracy": 0.8795705782312925, "mask_rcnn/false_negative": 0.1093417267432448, "mask_rcnn/false_positive": 0.13691145095115823, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 34.25, "time": 0.7489982340484858, "total_loss": 1.6238781077845488} {"data_time": 0.010310395620763302, "eta_seconds": 63764.098234626465, "iteration": 181959, "loss_fcos_cls": 0.2606169474311173, "loss_fcos_ctr": 0.6194896176457405, "loss_fcos_loc": 0.19178588991053402, "loss_mask": 0.26303778775036335, "loss_maskiou": 0.00585585308726877, "loss_sem_seg": 0.2676725839264691, "lr": 0.01, "mask_rcnn/accuracy": 0.8833675469475031, "mask_rcnn/false_negative": 0.09888475787202897, "mask_rcnn/false_positive": 0.14294889635994823, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.75, "time": 0.7372081847861409, "total_loss": 1.6293401828515925} {"data_time": 0.011219235137104988, "eta_seconds": 63749.613142854534, "iteration": 181979, "loss_fcos_cls": 0.24741177284158766, "loss_fcos_ctr": 0.6191828716546297, "loss_fcos_loc": 0.1900031310506165, "loss_mask": 0.26811398193240166, "loss_maskiou": 0.005349331549950875, "loss_sem_seg": 0.2771904980763793, "lr": 0.01, "mask_rcnn/accuracy": 0.8835089957035446, "mask_rcnn/false_negative": 0.09208556212607591, "mask_rcnn/false_positive": 0.1258499863577372, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.25, "time": 0.72187474463135, "total_loss": 1.5934583112830296} {"data_time": 0.010686422698199749, "eta_seconds": 63681.52952237241, "iteration": 181999, "loss_fcos_cls": 0.23950737572158687, "loss_fcos_ctr": 0.6195633951574564, "loss_fcos_loc": 0.19048707373440266, "loss_mask": 0.25330933555960655, "loss_maskiou": 0.004674337684264174, "loss_sem_seg": 0.2696780050173402, "lr": 0.01, "mask_rcnn/accuracy": 0.8766359288752721, "mask_rcnn/false_negative": 0.09375212586468867, "mask_rcnn/false_positive": 0.12395472043318082, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.0, "time": 0.7133110566064715, "total_loss": 1.584453315459541} {"data_time": 0.011281471699476242, "eta_seconds": 63720.64295931067, "iteration": 182019, "loss_fcos_cls": 0.24957419268321246, "loss_fcos_ctr": 0.6190318698063493, "loss_fcos_loc": 0.19400246132863685, "loss_mask": 0.2565136915072799, "loss_maskiou": 0.004969009285559878, "loss_sem_seg": 0.2702338616363704, "lr": 0.01, "mask_rcnn/accuracy": 0.8712554769324492, "mask_rcnn/false_negative": 0.12187495849187222, "mask_rcnn/false_positive": 0.1414740705238457, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.5, "time": 0.741482543759048, "total_loss": 1.5894236872372858} {"data_time": 0.00968063436448574, "eta_seconds": 63713.62946898583, "iteration": 182039, "loss_fcos_cls": 0.2533446515444666, "loss_fcos_ctr": 0.6197734083980322, "loss_fcos_loc": 0.18680163426324725, "loss_mask": 0.266100512817502, "loss_maskiou": 0.005279375676764175, "loss_sem_seg": 0.2406660697888583, "lr": 0.01, "mask_rcnn/accuracy": 0.8993543821638244, "mask_rcnn/false_negative": 0.07874386632334496, "mask_rcnn/false_positive": 0.12317384480195728, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.75, "time": 0.7245839033275843, "total_loss": 1.5532737326866481} {"data_time": 0.010224130004644394, "eta_seconds": 63682.17884291336, "iteration": 182059, "loss_fcos_cls": 0.24568459833972156, "loss_fcos_ctr": 0.6185447657480836, "loss_fcos_loc": 0.19072370696812868, "loss_mask": 0.27136841509491205, "loss_maskiou": 0.005709088145522401, "loss_sem_seg": 0.26329902769066393, "lr": 0.01, "mask_rcnn/accuracy": 0.8854177295918367, "mask_rcnn/false_negative": 0.10011079410446899, "mask_rcnn/false_positive": 0.12869427495949434, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.5, "time": 0.7220935150980949, "total_loss": 1.6115365122823277} {"data_time": 0.009873766452074051, "eta_seconds": 63594.374355635606, "iteration": 182079, "loss_fcos_cls": 0.24603975075297058, "loss_fcos_ctr": 0.6169723821803927, "loss_fcos_loc": 0.1874088494805619, "loss_mask": 0.2502698516473174, "loss_maskiou": 0.005669358419254422, "loss_sem_seg": 0.294832514366135, "lr": 0.01, "mask_rcnn/accuracy": 0.8912037452343575, "mask_rcnn/false_negative": 0.09405981098318805, "mask_rcnn/false_positive": 0.09865621485854559, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7136939382180572, "total_loss": 1.5896014166646637} {"data_time": 0.009974527172744274, "eta_seconds": 63609.164970239624, "iteration": 182099, "loss_fcos_cls": 0.25435393769294024, "loss_fcos_ctr": 0.6208509095013142, "loss_fcos_loc": 0.19362351100426167, "loss_mask": 0.25889689568430185, "loss_maskiou": 0.005377321085688891, "loss_sem_seg": 0.2550088777206838, "lr": 0.01, "mask_rcnn/accuracy": 0.8787812997539441, "mask_rcnn/false_negative": 0.09769298281747356, "mask_rcnn/false_positive": 0.1439516952241418, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.7346415370702744, "total_loss": 1.5714280891843373} {"data_time": 0.00998630654066801, "eta_seconds": 63538.60084274039, "iteration": 182119, "loss_fcos_cls": 0.2434035042533651, "loss_fcos_ctr": 0.621002312283963, "loss_fcos_loc": 0.1919719042489305, "loss_mask": 0.26641343627125025, "loss_maskiou": 0.005507802477950463, "loss_sem_seg": 0.23584189964458346, "lr": 0.01, "mask_rcnn/accuracy": 0.9011878188775511, "mask_rcnn/false_negative": 0.0818943673620464, "mask_rcnn/false_positive": 0.10766399508853285, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 25.0, "time": 0.7132220389321446, "total_loss": 1.5732589522485796} {"data_time": 0.009576262906193733, "eta_seconds": 63598.949579768814, "iteration": 182139, "loss_fcos_cls": 0.24406776565592736, "loss_fcos_ctr": 0.6159995198249817, "loss_fcos_loc": 0.18561034853337333, "loss_mask": 0.26103683840483427, "loss_maskiou": 0.005486719026521314, "loss_sem_seg": 0.24728930229321122, "lr": 0.01, "mask_rcnn/accuracy": 0.891872477012783, "mask_rcnn/false_negative": 0.08808128487106359, "mask_rcnn/false_positive": 0.13803074971187712, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.0, "time": 0.731263087131083, "total_loss": 1.566001680199406} {"data_time": 0.009874415583908558, "eta_seconds": 63565.74623895995, "iteration": 182159, "loss_fcos_cls": 0.2345799976028502, "loss_fcos_ctr": 0.6212243931367993, "loss_fcos_loc": 0.18970996630378067, "loss_mask": 0.2591400258243084, "loss_maskiou": 0.005325954254658427, "loss_sem_seg": 0.25651762867346406, "lr": 0.01, "mask_rcnn/accuracy": 0.8877351472503896, "mask_rcnn/false_negative": 0.09115250347636246, "mask_rcnn/false_positive": 0.1394753861211482, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.5, "time": 0.7230230458080769, "total_loss": 1.5690302895818604} {"data_time": 0.010330676101148129, "eta_seconds": 63522.04308738839, "iteration": 182179, "loss_fcos_cls": 0.2379405676620081, "loss_fcos_ctr": 0.6189545029774308, "loss_fcos_loc": 0.18229609413538128, "loss_mask": 0.25445049814879894, "loss_maskiou": 0.005067977680482727, "loss_sem_seg": 0.25483747757971287, "lr": 0.01, "mask_rcnn/accuracy": 0.9020230185097295, "mask_rcnn/false_negative": 0.07756630072810211, "mask_rcnn/false_positive": 0.11353009553035077, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.5, "time": 0.7138074534013867, "total_loss": 1.5568210472083592} {"data_time": 0.010886009782552719, "eta_seconds": 63419.76854172349, "iteration": 182199, "loss_fcos_cls": 0.23917670897208154, "loss_fcos_ctr": 0.6175367352552712, "loss_fcos_loc": 0.18191596225369722, "loss_mask": 0.25467993691563606, "loss_maskiou": 0.00517141764430562, "loss_sem_seg": 0.2437009997665882, "lr": 0.01, "mask_rcnn/accuracy": 0.8747179089026915, "mask_rcnn/false_negative": 0.09877912243613551, "mask_rcnn/false_positive": 0.14622993948137075, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7278193775564432, "total_loss": 1.5279578232766653} {"data_time": 0.009734506718814373, "eta_seconds": 63355.204373172484, "iteration": 182219, "loss_fcos_cls": 0.2536146470811218, "loss_fcos_ctr": 0.6188786579295993, "loss_fcos_loc": 0.19272258807905018, "loss_mask": 0.25362946139648557, "loss_maskiou": 0.005498516402440146, "loss_sem_seg": 0.262001994298771, "lr": 0.01, "mask_rcnn/accuracy": 0.895502680162307, "mask_rcnn/false_negative": 0.09051473559072946, "mask_rcnn/false_positive": 0.11495293755113767, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7017150856554508, "total_loss": 1.608560217791819} {"data_time": 0.009613653644919395, "eta_seconds": 63280.44844234735, "iteration": 182239, "loss_fcos_cls": 0.2469128363300115, "loss_fcos_ctr": 0.6197859309613705, "loss_fcos_loc": 0.17918125039432198, "loss_mask": 0.25500284088775516, "loss_maskiou": 0.005217136662395205, "loss_sem_seg": 0.2591903869761154, "lr": 0.01, "mask_rcnn/accuracy": 0.8951411522128161, "mask_rcnn/false_negative": 0.07313939501028993, "mask_rcnn/false_positive": 0.13779483254337282, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.0, "time": 0.718182603828609, "total_loss": 1.5687966162513476} {"data_time": 0.010499725118279457, "eta_seconds": 63170.048226236366, "iteration": 182259, "loss_fcos_cls": 0.24957668595016003, "loss_fcos_ctr": 0.6189895896241069, "loss_fcos_loc": 0.19125996920047328, "loss_mask": 0.2678740927949548, "loss_maskiou": 0.005585710940067656, "loss_sem_seg": 0.2950703261885792, "lr": 0.01, "mask_rcnn/accuracy": 0.8666153925712569, "mask_rcnn/false_negative": 0.0848500939791357, "mask_rcnn/false_positive": 0.1306790987077491, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7220370220020413, "total_loss": 1.6163162336306414} {"data_time": 0.01058760192245245, "eta_seconds": 63155.649017605, "iteration": 182279, "loss_fcos_cls": 0.22618960216641426, "loss_fcos_ctr": 0.6161727290600538, "loss_fcos_loc": 0.18281706981360912, "loss_mask": 0.26817266922444105, "loss_maskiou": 0.005113798419188242, "loss_sem_seg": 0.26349320262670517, "lr": 0.01, "mask_rcnn/accuracy": 0.8863056586270872, "mask_rcnn/false_negative": 0.09607227688522438, "mask_rcnn/false_positive": 0.14000291797640713, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.5, "time": 0.7379525043070316, "total_loss": 1.5884610534121748} {"data_time": 0.00969606265425682, "eta_seconds": 63141.24980897363, "iteration": 182299, "loss_fcos_cls": 0.25606398843228817, "loss_fcos_ctr": 0.6200943258590996, "loss_fcos_loc": 0.18546658707782626, "loss_mask": 0.24251607805490494, "loss_maskiou": 0.005052399319538381, "loss_sem_seg": 0.2541987379081547, "lr": 0.01, "mask_rcnn/accuracy": 0.9094476143335799, "mask_rcnn/false_negative": 0.06715679236411129, "mask_rcnn/false_positive": 0.1294272725054168, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.75, "time": 0.7331986511126161, "total_loss": 1.5652898923290195} {"data_time": 0.01102935615926981, "eta_seconds": 63126.850600342266, "iteration": 182319, "loss_fcos_cls": 0.22846154659055173, "loss_fcos_ctr": 0.6165906693786383, "loss_fcos_loc": 0.18520531035028398, "loss_mask": 0.25820114370435476, "loss_maskiou": 0.0053940216021146625, "loss_sem_seg": 0.22951189475134015, "lr": 0.01, "mask_rcnn/accuracy": 0.884364387457206, "mask_rcnn/false_negative": 0.09919088702606713, "mask_rcnn/false_positive": 0.1185517041617565, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.25, "time": 0.7044997708871961, "total_loss": 1.5486600677213573} {"data_time": 0.011034012772142887, "eta_seconds": 63170.92717344407, "iteration": 182339, "loss_fcos_cls": 0.252743499353528, "loss_fcos_ctr": 0.6169229857623577, "loss_fcos_loc": 0.18968336924444884, "loss_mask": 0.2772275311872363, "loss_maskiou": 0.006358237529639155, "loss_sem_seg": 0.23081393959000707, "lr": 0.01, "mask_rcnn/accuracy": 0.8814757391226286, "mask_rcnn/false_negative": 0.09165199091635924, "mask_rcnn/false_positive": 0.15157053844686708, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7288044132292271, "total_loss": 1.5689335572969867} {"data_time": 0.010718056932091713, "eta_seconds": 63242.65828147717, "iteration": 182359, "loss_fcos_cls": 0.24338599853217602, "loss_fcos_ctr": 0.6194469882175326, "loss_fcos_loc": 0.19565393845550716, "loss_mask": 0.2548526329919696, "loss_maskiou": 0.005539533121918794, "loss_sem_seg": 0.2612345367670059, "lr": 0.01, "mask_rcnn/accuracy": 0.8973840652332361, "mask_rcnn/false_negative": 0.08112496171831299, "mask_rcnn/false_positive": 0.13469262672580412, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.5, "time": 0.7346542151644826, "total_loss": 1.5756441104604164} {"data_time": 0.0106993792578578, "eta_seconds": 63261.43458306044, "iteration": 182379, "loss_fcos_cls": 0.24397637753281742, "loss_fcos_ctr": 0.6154598435387015, "loss_fcos_loc": 0.17928859090898186, "loss_mask": 0.2430140394717455, "loss_maskiou": 0.005499284598045051, "loss_sem_seg": 0.28377676103264093, "lr": 0.01, "mask_rcnn/accuracy": 0.8908178860347227, "mask_rcnn/false_negative": 0.10153133119514463, "mask_rcnn/false_positive": 0.1281320914830849, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7203164910897613, "total_loss": 1.576937663830904} {"data_time": 0.010310988873243332, "eta_seconds": 63242.636943251826, "iteration": 182399, "loss_fcos_cls": 0.2501360489986837, "loss_fcos_ctr": 0.6205532271414995, "loss_fcos_loc": 0.19395111384801567, "loss_mask": 0.2566752899438143, "loss_maskiou": 0.005795141776616219, "loss_sem_seg": 0.3092483226209879, "lr": 0.01, "mask_rcnn/accuracy": 0.8736013528735346, "mask_rcnn/false_negative": 0.10785621342070197, "mask_rcnn/false_positive": 0.14604379984258636, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7221239758655429, "total_loss": 1.623861628031591} {"data_time": 0.010471438057720661, "eta_seconds": 63251.81245111674, "iteration": 182419, "loss_fcos_cls": 0.23559813317842782, "loss_fcos_ctr": 0.6182600138708949, "loss_fcos_loc": 0.18502716370858252, "loss_mask": 0.2676717322319746, "loss_maskiou": 0.005559396602620836, "loss_sem_seg": 0.2788988696411252, "lr": 0.01, "mask_rcnn/accuracy": 0.8872500010414454, "mask_rcnn/false_negative": 0.09687834249611224, "mask_rcnn/false_positive": 0.11998295754194147, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.0, "time": 0.73097222764045, "total_loss": 1.5799669864718453} {"data_time": 0.009680605493485928, "eta_seconds": 63253.87022455037, "iteration": 182439, "loss_fcos_cls": 0.24112447595689446, "loss_fcos_ctr": 0.619353212416172, "loss_fcos_loc": 0.18895058671478182, "loss_mask": 0.2653966434299946, "loss_maskiou": 0.004896810511127114, "loss_sem_seg": 0.26779874321073294, "lr": 0.01, "mask_rcnn/accuracy": 0.8905698381628159, "mask_rcnn/false_negative": 0.09247613474376401, "mask_rcnn/false_positive": 0.1489085116970092, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7237107129767537, "total_loss": 1.5926765573312878} {"data_time": 0.010280073620378971, "eta_seconds": 63222.92407923192, "iteration": 182459, "loss_fcos_cls": 0.23779266118071973, "loss_fcos_ctr": 0.6179456925019622, "loss_fcos_loc": 0.18328745965845883, "loss_mask": 0.26483306381851435, "loss_maskiou": 0.0055000345601001754, "loss_sem_seg": 0.26958923740312457, "lr": 0.01, "mask_rcnn/accuracy": 0.8745243957763518, "mask_rcnn/false_negative": 0.09193809342204698, "mask_rcnn/false_positive": 0.15416812321113707, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7137521617114544, "total_loss": 1.6056774943281198} {"data_time": 0.009455405175685883, "eta_seconds": 63201.01249172818, "iteration": 182479, "loss_fcos_cls": 0.24462876631878316, "loss_fcos_ctr": 0.6162503957748413, "loss_fcos_loc": 0.1807154940906912, "loss_mask": 0.2402231921441853, "loss_maskiou": 0.004438148287590593, "loss_sem_seg": 0.25856991205364466, "lr": 0.01, "mask_rcnn/accuracy": 0.8891148729567324, "mask_rcnn/false_negative": 0.09871952789195698, "mask_rcnn/false_positive": 0.12098103660180659, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 34.75, "time": 0.708713342435658, "total_loss": 1.54840642011186} {"data_time": 0.010724210180342197, "eta_seconds": 63214.99560589995, "iteration": 182499, "loss_fcos_cls": 0.24246413458604366, "loss_fcos_ctr": 0.6196190090849996, "loss_fcos_loc": 0.1835516687715426, "loss_mask": 0.24957855604588985, "loss_maskiou": 0.004598011273628799, "loss_sem_seg": 0.26959454361349344, "lr": 0.01, "mask_rcnn/accuracy": 0.9009506603644802, "mask_rcnn/false_negative": 0.08344636120232649, "mask_rcnn/false_positive": 0.12419499181542658, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 28.5, "time": 0.7237012982368469, "total_loss": 1.5538759327682783} {"data_time": 0.010004335083067417, "eta_seconds": 63214.07848475594, "iteration": 182519, "loss_fcos_cls": 0.2298711435869336, "loss_fcos_ctr": 0.6191388573497534, "loss_fcos_loc": 0.1808350004721433, "loss_mask": 0.2636090414598584, "loss_maskiou": 0.005415664585598279, "loss_sem_seg": 0.2938362972345203, "lr": 0.01, "mask_rcnn/accuracy": 0.8688830370858021, "mask_rcnn/false_negative": 0.11394198914848533, "mask_rcnn/false_positive": 0.13209281874836304, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.5, "time": 0.72381532471627, "total_loss": 1.572283110304852} {"data_time": 0.009460186585783958, "eta_seconds": 63152.51155817974, "iteration": 182539, "loss_fcos_cls": 0.24525600671768188, "loss_fcos_ctr": 0.6186760989949107, "loss_fcos_loc": 0.1816046882304363, "loss_mask": 0.24351449962705374, "loss_maskiou": 0.005105852549604606, "loss_sem_seg": 0.2374470727518201, "lr": 0.01, "mask_rcnn/accuracy": 0.8885265226491934, "mask_rcnn/false_negative": 0.07759459545606937, "mask_rcnn/false_positive": 0.12891914509549157, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.25, "time": 0.7019842434674501, "total_loss": 1.5289443492074497} {"data_time": 0.010438389144837856, "eta_seconds": 63138.07026170287, "iteration": 182559, "loss_fcos_cls": 0.23034189431928098, "loss_fcos_ctr": 0.6199469491839409, "loss_fcos_loc": 0.1933198095066473, "loss_mask": 0.2516248840838671, "loss_maskiou": 0.005025692124036141, "loss_sem_seg": 0.23405835824087262, "lr": 0.01, "mask_rcnn/accuracy": 0.8855902054699432, "mask_rcnn/false_negative": 0.08058969520393913, "mask_rcnn/false_positive": 0.1391611821970577, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7152940845116973, "total_loss": 1.5612926713311026} {"data_time": 0.01069099921733141, "eta_seconds": 63128.800094141625, "iteration": 182579, "loss_fcos_cls": 0.24800569121725857, "loss_fcos_ctr": 0.6190608674660325, "loss_fcos_loc": 0.19669324136339128, "loss_mask": 0.25696293823421, "loss_maskiou": 0.005088165358756669, "loss_sem_seg": 0.2426782832480967, "lr": 0.01, "mask_rcnn/accuracy": 0.9090524030124871, "mask_rcnn/false_negative": 0.08553517029106758, "mask_rcnn/false_positive": 0.1113365696977274, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 27.25, "time": 0.7248622169718146, "total_loss": 1.5715959316148655} {"data_time": 0.010119299404323101, "eta_seconds": 63110.92267829552, "iteration": 182599, "loss_fcos_cls": 0.24108927557244897, "loss_fcos_ctr": 0.6177831832319498, "loss_fcos_loc": 0.1830990001326427, "loss_mask": 0.2622002465650439, "loss_maskiou": 0.005119605135405436, "loss_sem_seg": 0.2403105152770877, "lr": 0.01, "mask_rcnn/accuracy": 0.8971476261737572, "mask_rcnn/false_negative": 0.08756433405211302, "mask_rcnn/false_positive": 0.11308739108025503, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.0, "time": 0.7301330165937543, "total_loss": 1.5693301371502457} {"data_time": 0.010204631835222244, "eta_seconds": 63128.301745570265, "iteration": 182619, "loss_fcos_cls": 0.24634932028129697, "loss_fcos_ctr": 0.6182843688875437, "loss_fcos_loc": 0.18772574502509087, "loss_mask": 0.261935580521822, "loss_maskiou": 0.00576409712084569, "loss_sem_seg": 0.264276806730777, "lr": 0.01, "mask_rcnn/accuracy": 0.8677621689701521, "mask_rcnn/false_negative": 0.10395235759803408, "mask_rcnn/false_positive": 0.16144645767791888, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7299748370423913, "total_loss": 1.5803140504067414} {"data_time": 0.00998123362660408, "eta_seconds": 63078.2222272465, "iteration": 182639, "loss_fcos_cls": 0.23205470852553844, "loss_fcos_ctr": 0.6171012604609132, "loss_fcos_loc": 0.18429103051312268, "loss_mask": 0.2554522240534425, "loss_maskiou": 0.005726747145672562, "loss_sem_seg": 0.23328192112967372, "lr": 0.01, "mask_rcnn/accuracy": 0.8994655937017291, "mask_rcnn/false_negative": 0.07493909825808875, "mask_rcnn/false_positive": 0.1291559278457661, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7098811166360974, "total_loss": 1.5641936714673648} {"data_time": 0.010631522163748741, "eta_seconds": 63060.61685334612, "iteration": 182659, "loss_fcos_cls": 0.25044232985237613, "loss_fcos_ctr": 0.6156652653589845, "loss_fcos_loc": 0.184659032325726, "loss_mask": 0.2634474257938564, "loss_maskiou": 0.005486098409164697, "loss_sem_seg": 0.26316436170600355, "lr": 0.01, "mask_rcnn/accuracy": 0.8791954960050058, "mask_rcnn/false_negative": 0.08905707138010764, "mask_rcnn/false_positive": 0.1417496129251026, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.25, "time": 0.7158695785328746, "total_loss": 1.5746461105227354} {"data_time": 0.010401931591331959, "eta_seconds": 63071.47430212051, "iteration": 182679, "loss_fcos_cls": 0.23439887026324868, "loss_fcos_ctr": 0.6177472658455372, "loss_fcos_loc": 0.18366527778562158, "loss_mask": 0.2547471635043621, "loss_maskiou": 0.005230576658505015, "loss_sem_seg": 0.26939999498426914, "lr": 0.01, "mask_rcnn/accuracy": 0.8738494625812143, "mask_rcnn/false_negative": 0.07871006573915179, "mask_rcnn/false_positive": 0.14047798859230912, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.5, "time": 0.7335480256006122, "total_loss": 1.5792133072536672} {"data_time": 0.010321277193725109, "eta_seconds": 63103.586970089, "iteration": 182699, "loss_fcos_cls": 0.24736807506997138, "loss_fcos_ctr": 0.6179058272391558, "loss_fcos_loc": 0.19087404635502025, "loss_mask": 0.2573053454980254, "loss_maskiou": 0.005769457078713458, "loss_sem_seg": 0.2433874208945781, "lr": 0.01, "mask_rcnn/accuracy": 0.893270230519243, "mask_rcnn/false_negative": 0.09208707196254728, "mask_rcnn/false_positive": 0.11877470837408528, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.25, "time": 0.730372179299593, "total_loss": 1.5751041000912664} {"data_time": 0.010099178180098534, "eta_seconds": 63116.769540781155, "iteration": 182719, "loss_fcos_cls": 0.23794481763616204, "loss_fcos_ctr": 0.6159272361546755, "loss_fcos_loc": 0.18208254361525178, "loss_mask": 0.26584844570606947, "loss_maskiou": 0.005352147971279919, "loss_sem_seg": 0.2731712912209332, "lr": 0.01, "mask_rcnn/accuracy": 0.8828853183064271, "mask_rcnn/false_negative": 0.10029869804807484, "mask_rcnn/false_positive": 0.13596419243628707, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.5, "time": 0.721071133390069, "total_loss": 1.5998770492951735} {"data_time": 0.010260176844894886, "eta_seconds": 63107.749992018566, "iteration": 182739, "loss_fcos_cls": 0.24573858734220266, "loss_fcos_ctr": 0.6195135684683919, "loss_fcos_loc": 0.19281836063601077, "loss_mask": 0.27488228771835566, "loss_maskiou": 0.004936931618431117, "loss_sem_seg": 0.2689412725158036, "lr": 0.01, "mask_rcnn/accuracy": 0.9087359943977591, "mask_rcnn/false_negative": 0.07108685163395385, "mask_rcnn/false_positive": 0.1446526111326404, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.75, "time": 0.7173336418345571, "total_loss": 1.62614739460696} {"data_time": 0.010429899208247662, "eta_seconds": 63137.90077563003, "iteration": 182759, "loss_fcos_cls": 0.2503479006700218, "loss_fcos_ctr": 0.6176719041541219, "loss_fcos_loc": 0.18439725146163255, "loss_mask": 0.2581528415903449, "loss_maskiou": 0.005335491528967395, "loss_sem_seg": 0.2582691782154143, "lr": 0.01, "mask_rcnn/accuracy": 0.8914385152968292, "mask_rcnn/false_negative": 0.10267130236072251, "mask_rcnn/false_positive": 0.10380582710204209, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 24.25, "time": 0.717692906036973, "total_loss": 1.5908068873541197} {"data_time": 0.009701639413833618, "eta_seconds": 63144.576578426175, "iteration": 182779, "loss_fcos_cls": 0.24714584893081337, "loss_fcos_ctr": 0.6187846851535141, "loss_fcos_loc": 0.18464463762938976, "loss_mask": 0.25120598915964365, "loss_maskiou": 0.004602691558829974, "loss_sem_seg": 0.2625884613953531, "lr": 0.01, "mask_rcnn/accuracy": 0.8713023773339124, "mask_rcnn/false_negative": 0.10341977208155417, "mask_rcnn/false_positive": 0.13140370427458706, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.5, "time": 0.7394981617107987, "total_loss": 1.5909121842269087} {"data_time": 0.009860800579190254, "eta_seconds": 63108.95204703882, "iteration": 182799, "loss_fcos_cls": 0.22865574900060892, "loss_fcos_ctr": 0.61718515958637, "loss_fcos_loc": 0.1838701869128272, "loss_mask": 0.2708229338750243, "loss_maskiou": 0.005023172125220299, "loss_sem_seg": 0.2543900408782065, "lr": 0.01, "mask_rcnn/accuracy": 0.8994250647311872, "mask_rcnn/false_negative": 0.0885065814278736, "mask_rcnn/false_positive": 0.11843333731787588, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.6989576946943998, "total_loss": 1.5482839116157265} {"data_time": 0.010577542707324028, "eta_seconds": 63049.893446719274, "iteration": 182819, "loss_fcos_cls": 0.23166050715371966, "loss_fcos_ctr": 0.6194201605394483, "loss_fcos_loc": 0.18363495240919292, "loss_mask": 0.2624208237975836, "loss_maskiou": 0.0046582547220168635, "loss_sem_seg": 0.28111564740538597, "lr": 0.01, "mask_rcnn/accuracy": 0.8903012738864995, "mask_rcnn/false_negative": 0.08407197571679911, "mask_rcnn/false_positive": 0.1443061646753155, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.0, "time": 0.7118153087794781, "total_loss": 1.5889981914224336} {"data_time": 0.008933632634580135, "eta_seconds": 62982.84535853285, "iteration": 182839, "loss_fcos_cls": 0.23369002412073314, "loss_fcos_ctr": 0.6204562718048692, "loss_fcos_loc": 0.1916076896013692, "loss_mask": 0.2637284016236663, "loss_maskiou": 0.0055187376055982895, "loss_sem_seg": 0.2651441345224157, "lr": 0.01, "mask_rcnn/accuracy": 0.8874916536265249, "mask_rcnn/false_negative": 0.08997176857021011, "mask_rcnn/false_positive": 0.13453056404440833, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.75, "time": 0.7252358896657825, "total_loss": 1.5753426167211728} {"data_time": 0.010152868926525116, "eta_seconds": 62954.91402491089, "iteration": 182859, "loss_fcos_cls": 0.24311957834288478, "loss_fcos_ctr": 0.6173474732786417, "loss_fcos_loc": 0.19712666585110128, "loss_mask": 0.2508802404627204, "loss_maskiou": 0.004860769011429511, "loss_sem_seg": 0.2962999816518277, "lr": 0.01, "mask_rcnn/accuracy": 0.8828610119836432, "mask_rcnn/false_negative": 0.09316647276796228, "mask_rcnn/false_positive": 0.1303561626764866, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.5, "time": 0.6909224148839712, "total_loss": 1.6244562121282797} {"data_time": 0.0102454274892807, "eta_seconds": 62940.465048189275, "iteration": 182879, "loss_fcos_cls": 0.2297866689041257, "loss_fcos_ctr": 0.6166874105110765, "loss_fcos_loc": 0.1848925871308893, "loss_mask": 0.26264978665858507, "loss_maskiou": 0.005050895197200589, "loss_sem_seg": 0.2872971980832517, "lr": 0.01, "mask_rcnn/accuracy": 0.8833536255411256, "mask_rcnn/false_negative": 0.0900488652694771, "mask_rcnn/false_positive": 0.12928632138339544, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.0, "time": 0.7274876069277525, "total_loss": 1.5739518048067112} {"data_time": 0.009514592587947845, "eta_seconds": 62912.56952152401, "iteration": 182899, "loss_fcos_cls": 0.23846887983381748, "loss_fcos_ctr": 0.6177014317363501, "loss_fcos_loc": 0.18637808447238058, "loss_mask": 0.26075881998986006, "loss_maskiou": 0.005541135287785437, "loss_sem_seg": 0.2932131811976433, "lr": 0.01, "mask_rcnn/accuracy": 0.8852244789173664, "mask_rcnn/false_negative": 0.06572682280128532, "mask_rcnn/false_positive": 0.14522851741830012, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.25, "time": 0.7163322372362018, "total_loss": 1.6297981646857806} {"data_time": 0.010254738852381706, "eta_seconds": 62898.123632378876, "iteration": 182919, "loss_fcos_cls": 0.23136964009609073, "loss_fcos_ctr": 0.6165171749889851, "loss_fcos_loc": 0.18013018183410168, "loss_mask": 0.25421704538166523, "loss_maskiou": 0.005563408813031856, "loss_sem_seg": 0.2593909869901836, "lr": 0.01, "mask_rcnn/accuracy": 0.8865358240070221, "mask_rcnn/false_negative": 0.09875626187372039, "mask_rcnn/false_positive": 0.1199122716544111, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.25, "time": 0.7392939478158951, "total_loss": 1.5506260664697038} {"data_time": 0.012178021483123302, "eta_seconds": 62897.11811802443, "iteration": 182939, "loss_fcos_cls": 0.24114146712236106, "loss_fcos_ctr": 0.618041941896081, "loss_fcos_loc": 0.19528748444281518, "loss_mask": 0.2531736893579364, "loss_maskiou": 0.004906054702587426, "loss_sem_seg": 0.2818238050676882, "lr": 0.01, "mask_rcnn/accuracy": 0.8895253345454113, "mask_rcnn/false_negative": 0.07693381169322264, "mask_rcnn/false_positive": 0.13388696481821638, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.75, "time": 0.7382448436692357, "total_loss": 1.6111676387808984} {"data_time": 0.011226232163608074, "eta_seconds": 62908.290964293294, "iteration": 182959, "loss_fcos_cls": 0.24618239887058735, "loss_fcos_ctr": 0.6199612808413804, "loss_fcos_loc": 0.18416809965856373, "loss_mask": 0.2634287355467677, "loss_maskiou": 0.005390523234382272, "loss_sem_seg": 0.2824069927446544, "lr": 0.01, "mask_rcnn/accuracy": 0.8862814322157435, "mask_rcnn/false_negative": 0.08930312683535599, "mask_rcnn/false_positive": 0.14543430819339248, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.7317417394369841, "total_loss": 1.6029188597385655} {"data_time": 0.012129096314311028, "eta_seconds": 62881.333913784474, "iteration": 182979, "loss_fcos_cls": 0.24263030162546784, "loss_fcos_ctr": 0.6160815926268697, "loss_fcos_loc": 0.1829062575707212, "loss_mask": 0.25824612472206354, "loss_maskiou": 0.004937718233122723, "loss_sem_seg": 0.2923939423635602, "lr": 0.01, "mask_rcnn/accuracy": 0.8882274023142713, "mask_rcnn/false_negative": 0.10434899642724894, "mask_rcnn/false_positive": 0.1144275689265082, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.75, "time": 0.7091063670814037, "total_loss": 1.5878130202909233} {"data_time": 0.01038429792970419, "eta_seconds": 62901.3917858256, "iteration": 182999, "loss_fcos_cls": 0.25990333990193903, "loss_fcos_ctr": 0.6203911062330008, "loss_fcos_loc": 0.19611878925934434, "loss_mask": 0.2732631182298064, "loss_maskiou": 0.005821643935632892, "loss_sem_seg": 0.30336248967796564, "lr": 0.01, "mask_rcnn/accuracy": 0.8970196949747641, "mask_rcnn/false_negative": 0.10255824406341053, "mask_rcnn/false_positive": 0.11258721198714103, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.75, "time": 0.7496834127232432, "total_loss": 1.6788047649533837} {"data_time": 0.009821995161473751, "eta_seconds": 62864.92637222912, "iteration": 183019, "loss_fcos_cls": 0.24911982321646065, "loss_fcos_ctr": 0.6193098351359367, "loss_fcos_loc": 0.19567923690192401, "loss_mask": 0.26085028471425176, "loss_maskiou": 0.005611277461866848, "loss_sem_seg": 0.30354777560569346, "lr": 0.01, "mask_rcnn/accuracy": 0.8877932847896439, "mask_rcnn/false_negative": 0.08734739941474381, "mask_rcnn/false_positive": 0.1351028979933917, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.0, "time": 0.7351931361481547, "total_loss": 1.639922002221283} {"data_time": 0.01069308165460825, "eta_seconds": 62857.82552898489, "iteration": 183039, "loss_fcos_cls": 0.24211218673735857, "loss_fcos_ctr": 0.6202355790883303, "loss_fcos_loc": 0.18799198640044779, "loss_mask": 0.26619648840278387, "loss_maskiou": 0.005460440763272345, "loss_sem_seg": 0.2520440071821213, "lr": 0.01, "mask_rcnn/accuracy": 0.8949347801991105, "mask_rcnn/false_negative": 0.09966208501990516, "mask_rcnn/false_positive": 0.11472863358359213, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.0, "time": 0.7354289526119828, "total_loss": 1.5715722640888998} {"data_time": 0.010203422978520393, "eta_seconds": 62881.45286281686, "iteration": 183059, "loss_fcos_cls": 0.24248356861062348, "loss_fcos_ctr": 0.6144825189840049, "loss_fcos_loc": 0.1780898004071787, "loss_mask": 0.26409831177443266, "loss_maskiou": 0.005709693650715053, "loss_sem_seg": 0.2846243027597666, "lr": 0.01, "mask_rcnn/accuracy": 0.8719666048237477, "mask_rcnn/false_negative": 0.11451177837571204, "mask_rcnn/false_positive": 0.13081535961284108, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7357441745698452, "total_loss": 1.6025517939269776} {"data_time": 0.010675780475139618, "eta_seconds": 62919.26958038937, "iteration": 183079, "loss_fcos_cls": 0.24375570041593164, "loss_fcos_ctr": 0.6194706223905087, "loss_fcos_loc": 0.1925297921989113, "loss_mask": 0.25780114624649286, "loss_maskiou": 0.0053457579197129235, "loss_sem_seg": 0.258043650072068, "lr": 0.01, "mask_rcnn/accuracy": 0.8929237370033005, "mask_rcnn/false_negative": 0.07703670925230902, "mask_rcnn/false_positive": 0.13402958605247456, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.5, "time": 0.7272601462900639, "total_loss": 1.5652914759084524} {"data_time": 0.010087882168591022, "eta_seconds": 62891.836582604796, "iteration": 183099, "loss_fcos_cls": 0.23146606050431728, "loss_fcos_ctr": 0.6206074971705675, "loss_fcos_loc": 0.18299978715367615, "loss_mask": 0.25558264134451747, "loss_maskiou": 0.005092948314086243, "loss_sem_seg": 0.27290480653755367, "lr": 0.01, "mask_rcnn/accuracy": 0.8885040934978643, "mask_rcnn/false_negative": 0.10351255137328105, "mask_rcnn/false_positive": 0.14388601994989286, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 43.0, "time": 0.7290830332785845, "total_loss": 1.5639511469271383} {"data_time": 0.0106449443846941, "eta_seconds": 62898.42993900832, "iteration": 183119, "loss_fcos_cls": 0.22748550318647176, "loss_fcos_ctr": 0.6178353540599346, "loss_fcos_loc": 0.1835796379018575, "loss_mask": 0.2477752324193716, "loss_maskiou": 0.004692337435699301, "loss_sem_seg": 0.2634247653186321, "lr": 0.01, "mask_rcnn/accuracy": 0.8827288043039643, "mask_rcnn/false_negative": 0.09827681989828399, "mask_rcnn/false_positive": 0.13732461111153405, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 34.25, "time": 0.7221729271113873, "total_loss": 1.5229346850392176} {"data_time": 0.010575911030173302, "eta_seconds": 62831.72403363604, "iteration": 183139, "loss_fcos_cls": 0.2439893709961325, "loss_fcos_ctr": 0.6167510552331805, "loss_fcos_loc": 0.18197811022400856, "loss_mask": 0.24690711125731468, "loss_maskiou": 0.005718991291359998, "loss_sem_seg": 0.2554534843657166, "lr": 0.01, "mask_rcnn/accuracy": 0.8809093348878012, "mask_rcnn/false_negative": 0.09212740348397369, "mask_rcnn/false_positive": 0.1437263200740026, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.5, "time": 0.7086748238652945, "total_loss": 1.5892194008047227} {"data_time": 0.009850818663835526, "eta_seconds": 62869.47151084151, "iteration": 183159, "loss_fcos_cls": 0.23595416673924774, "loss_fcos_ctr": 0.6166004352271557, "loss_fcos_loc": 0.18802301841787994, "loss_mask": 0.2591487942263484, "loss_maskiou": 0.00509847147623077, "loss_sem_seg": 0.259046888910234, "lr": 0.01, "mask_rcnn/accuracy": 0.8892124714017562, "mask_rcnn/false_negative": 0.08661137446603412, "mask_rcnn/false_positive": 0.13545353411059274, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.0, "time": 0.7324749156832695, "total_loss": 1.55171640257322} {"data_time": 0.010622049681842327, "eta_seconds": 62888.121421174146, "iteration": 183179, "loss_fcos_cls": 0.2319999469909817, "loss_fcos_ctr": 0.61863271612674, "loss_fcos_loc": 0.17713627545163035, "loss_mask": 0.24644073424860835, "loss_maskiou": 0.005050118219514843, "loss_sem_seg": 0.2641670536249876, "lr": 0.01, "mask_rcnn/accuracy": 0.8734642563922121, "mask_rcnn/false_negative": 0.11891158059067455, "mask_rcnn/false_positive": 0.10287332945001096, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7270907238125801, "total_loss": 1.5327575689661899} {"data_time": 0.010401829145848751, "eta_seconds": 62793.407043980435, "iteration": 183199, "loss_fcos_cls": 0.23026240686886013, "loss_fcos_ctr": 0.6174076041206717, "loss_fcos_loc": 0.18588538200128824, "loss_mask": 0.2594023933634162, "loss_maskiou": 0.005548737663048087, "loss_sem_seg": 0.2810875984141603, "lr": 0.01, "mask_rcnn/accuracy": 0.8674149951076321, "mask_rcnn/false_negative": 0.11297120810337763, "mask_rcnn/false_positive": 0.14743974976677215, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 23.75, "time": 0.6925054071471095, "total_loss": 1.5810708324713687} {"data_time": 0.010633302852511406, "eta_seconds": 62817.92815839406, "iteration": 183219, "loss_fcos_cls": 0.2417457269039005, "loss_fcos_ctr": 0.6163076320663095, "loss_fcos_loc": 0.19108786177821457, "loss_mask": 0.24887114018201828, "loss_maskiou": 0.005047941682278179, "loss_sem_seg": 0.27700637257657945, "lr": 0.01, "mask_rcnn/accuracy": 0.9063488267330742, "mask_rcnn/false_negative": 0.08719966381984906, "mask_rcnn/false_positive": 0.11886037132272745, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7354563660919666, "total_loss": 1.5754127085092478} {"data_time": 0.010975600220263004, "eta_seconds": 62827.71450366732, "iteration": 183239, "loss_fcos_cls": 0.24462139746174216, "loss_fcos_ctr": 0.6183918202295899, "loss_fcos_loc": 0.17726692301221192, "loss_mask": 0.25720816385000944, "loss_maskiou": 0.00553205402684398, "loss_sem_seg": 0.2899089315906167, "lr": 0.01, "mask_rcnn/accuracy": 0.8952354778247635, "mask_rcnn/false_negative": 0.08869378866941063, "mask_rcnn/false_positive": 0.12221808070027995, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.25, "time": 0.7161673055961728, "total_loss": 1.6032540700834943} {"data_time": 0.010453430935740471, "eta_seconds": 62862.78106678091, "iteration": 183259, "loss_fcos_cls": 0.25182266207411885, "loss_fcos_ctr": 0.6217458704486489, "loss_fcos_loc": 0.19383775093592703, "loss_mask": 0.2621676605194807, "loss_maskiou": 0.005227621382800862, "loss_sem_seg": 0.29323140624910593, "lr": 0.01, "mask_rcnn/accuracy": 0.8872236394557823, "mask_rcnn/false_negative": 0.09655109816352213, "mask_rcnn/false_positive": 0.14233589747130881, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.0, "time": 0.7312125656753778, "total_loss": 1.6370542043478054} {"data_time": 0.01050382386893034, "eta_seconds": 62782.59622634109, "iteration": 183279, "loss_fcos_cls": 0.25206971215084195, "loss_fcos_ctr": 0.6213526017963886, "loss_fcos_loc": 0.18862028513103724, "loss_mask": 0.25334289111196995, "loss_maskiou": 0.004934644734021276, "loss_sem_seg": 0.2732828469015658, "lr": 0.01, "mask_rcnn/accuracy": 0.8849591426887733, "mask_rcnn/false_negative": 0.0985175466414733, "mask_rcnn/false_positive": 0.1450838289843291, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.71747518889606, "total_loss": 1.6201732777844882} {"data_time": 0.01059357263147831, "eta_seconds": 62713.48208725918, "iteration": 183299, "loss_fcos_cls": 0.2589725898578763, "loss_fcos_ctr": 0.6218197550624609, "loss_fcos_loc": 0.20361665496602654, "loss_mask": 0.2651817286387086, "loss_maskiou": 0.005709844335797243, "loss_sem_seg": 0.28371710143983364, "lr": 0.01, "mask_rcnn/accuracy": 0.8818443138124815, "mask_rcnn/false_negative": 0.08613026477724375, "mask_rcnn/false_positive": 0.14929701097958287, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.25, "time": 0.6993339322507381, "total_loss": 1.6272966226351855} {"data_time": 0.010398884303867817, "eta_seconds": 62699.01547624264, "iteration": 183319, "loss_fcos_cls": 0.25339680653996766, "loss_fcos_ctr": 0.6219666777178645, "loss_fcos_loc": 0.19040990754729137, "loss_mask": 0.26215779315680265, "loss_maskiou": 0.0054232648690231144, "loss_sem_seg": 0.2900307555682957, "lr": 0.01, "mask_rcnn/accuracy": 0.891191322154934, "mask_rcnn/false_negative": 0.09894061351380846, "mask_rcnn/false_positive": 0.1134815290179477, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.75, "time": 0.7076074248179793, "total_loss": 1.6340005210404343} {"data_time": 0.01056043803691864, "eta_seconds": 62698.69777848199, "iteration": 183339, "loss_fcos_cls": 0.24236366851255298, "loss_fcos_ctr": 0.6201305259019136, "loss_fcos_loc": 0.19055920653045177, "loss_mask": 0.2683520168066025, "loss_maskiou": 0.005469628955324879, "loss_sem_seg": 0.23558573878835887, "lr": 0.01, "mask_rcnn/accuracy": 0.9002267573696145, "mask_rcnn/false_negative": 0.07407544728909696, "mask_rcnn/false_positive": 0.11179515670187602, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.0, "time": 0.7429834650829434, "total_loss": 1.5852808944982826} {"data_time": 0.010196452960371971, "eta_seconds": 62698.96670750342, "iteration": 183359, "loss_fcos_cls": 0.23469973937608302, "loss_fcos_ctr": 0.6172933541238308, "loss_fcos_loc": 0.18760819965973496, "loss_mask": 0.2579724881798029, "loss_maskiou": 0.005189836309000384, "loss_sem_seg": 0.27080717450007796, "lr": 0.01, "mask_rcnn/accuracy": 0.8792959677817859, "mask_rcnn/false_negative": 0.09142169715106896, "mask_rcnn/false_positive": 0.17750656123947375, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7360115516930819, "total_loss": 1.5966724337049527} {"data_time": 0.009838078171014786, "eta_seconds": 62663.19180143811, "iteration": 183379, "loss_fcos_cls": 0.2279387041926384, "loss_fcos_ctr": 0.6185985878109932, "loss_fcos_loc": 0.17874504998326302, "loss_mask": 0.2511319173499942, "loss_maskiou": 0.004969028464984149, "loss_sem_seg": 0.2899079588241875, "lr": 0.01, "mask_rcnn/accuracy": 0.8801230657098005, "mask_rcnn/false_negative": 0.10279162424364187, "mask_rcnn/false_positive": 0.140659733545649, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7169348960742354, "total_loss": 1.595939843369706} {"data_time": 0.01061975210905075, "eta_seconds": 62687.63204440009, "iteration": 183399, "loss_fcos_cls": 0.2368624061346054, "loss_fcos_ctr": 0.6218380988575518, "loss_fcos_loc": 0.18895893060835078, "loss_mask": 0.2646704101935029, "loss_maskiou": 0.005540805010241456, "loss_sem_seg": 0.2442617390770465, "lr": 0.01, "mask_rcnn/accuracy": 0.898795433871223, "mask_rcnn/false_negative": 0.07125532697505252, "mask_rcnn/false_positive": 0.13101153617581432, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 35.75, "time": 0.7289916845038533, "total_loss": 1.571693496138323} {"data_time": 0.010081314481794834, "eta_seconds": 62621.077170903794, "iteration": 183419, "loss_fcos_cls": 0.23074391297996044, "loss_fcos_ctr": 0.6188164204359055, "loss_fcos_loc": 0.19424685998819768, "loss_mask": 0.2630805307999253, "loss_maskiou": 0.0054151885997271165, "loss_sem_seg": 0.2769520506262779, "lr": 0.01, "mask_rcnn/accuracy": 0.886624397190383, "mask_rcnn/false_negative": 0.08347341144311375, "mask_rcnn/false_positive": 0.14317145968906625, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.25, "time": 0.7203710880130529, "total_loss": 1.6014210105640814} {"data_time": 0.010080375708639622, "eta_seconds": 62606.6118546864, "iteration": 183439, "loss_fcos_cls": 0.23920410760911182, "loss_fcos_ctr": 0.6183139784261584, "loss_fcos_loc": 0.1859388566808775, "loss_mask": 0.2537996172904968, "loss_maskiou": 0.005153110898390878, "loss_sem_seg": 0.2534997477196157, "lr": 0.01, "mask_rcnn/accuracy": 0.874610260770975, "mask_rcnn/false_negative": 0.09062427291274813, "mask_rcnn/false_positive": 0.15496047572358645, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.5, "time": 0.7275408115237951, "total_loss": 1.5786121399287367} {"data_time": 0.01151351723819971, "eta_seconds": 62592.14653846901, "iteration": 183459, "loss_fcos_cls": 0.2341973299626261, "loss_fcos_ctr": 0.6176018873229623, "loss_fcos_loc": 0.1811515586450696, "loss_mask": 0.251306822989136, "loss_maskiou": 0.005042782140662894, "loss_sem_seg": 0.2492133448831737, "lr": 0.01, "mask_rcnn/accuracy": 0.8814178790718514, "mask_rcnn/false_negative": 0.10175508104336116, "mask_rcnn/false_positive": 0.14185111360758793, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.0, "time": 0.7110909130424261, "total_loss": 1.5228099978121463} {"data_time": 0.009498870931565762, "eta_seconds": 62628.297218591906, "iteration": 183479, "loss_fcos_cls": 0.23162570456042886, "loss_fcos_ctr": 0.6206594342365861, "loss_fcos_loc": 0.18605885026045144, "loss_mask": 0.2646831199526787, "loss_maskiou": 0.0057310354604851454, "loss_sem_seg": 0.2886169907869771, "lr": 0.01, "mask_rcnn/accuracy": 0.8810973092263177, "mask_rcnn/false_negative": 0.11292991967048571, "mask_rcnn/false_positive": 0.11540003251430234, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.5, "time": 0.7150345239788294, "total_loss": 1.6106591780080635} {"data_time": 0.010277657769620419, "eta_seconds": 62596.22864475474, "iteration": 183499, "loss_fcos_cls": 0.23617394745815545, "loss_fcos_ctr": 0.6203519878908992, "loss_fcos_loc": 0.19354639312950894, "loss_mask": 0.26162459421902895, "loss_maskiou": 0.0059631540134432726, "loss_sem_seg": 0.268988945055753, "lr": 0.01, "mask_rcnn/accuracy": 0.8958481855713873, "mask_rcnn/false_negative": 0.07971315164741469, "mask_rcnn/false_positive": 0.13935394576517113, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.75, "time": 0.7166500939056277, "total_loss": 1.6016700069085346} {"data_time": 0.010775039903819561, "eta_seconds": 62599.3431855971, "iteration": 183519, "loss_fcos_cls": 0.23398467700462788, "loss_fcos_ctr": 0.6187706338241696, "loss_fcos_loc": 0.18029159610159695, "loss_mask": 0.2625160829629749, "loss_maskiou": 0.0059982979437336326, "loss_sem_seg": 0.2522279364056885, "lr": 0.01, "mask_rcnn/accuracy": 0.8720248724489796, "mask_rcnn/false_negative": 0.090688553831962, "mask_rcnn/false_positive": 0.1478962418807983, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.0, "time": 0.7260094285011292, "total_loss": 1.5651052675602841} {"data_time": 0.009159017354249954, "eta_seconds": 62594.36644325685, "iteration": 183539, "loss_fcos_cls": 0.23061171150766313, "loss_fcos_ctr": 0.619622740894556, "loss_fcos_loc": 0.18452822137624025, "loss_mask": 0.25302392337471247, "loss_maskiou": 0.005574782902840525, "loss_sem_seg": 0.25916473008692265, "lr": 0.01, "mask_rcnn/accuracy": 0.8708595613570103, "mask_rcnn/false_negative": 0.10076562486565468, "mask_rcnn/false_positive": 0.1424694825858953, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7097989115864038, "total_loss": 1.5592395180210588} {"data_time": 0.009619311429560184, "eta_seconds": 62643.26122144051, "iteration": 183559, "loss_fcos_cls": 0.24491148116067052, "loss_fcos_ctr": 0.6205170396715403, "loss_fcos_loc": 0.1829530824907124, "loss_mask": 0.25910955434665084, "loss_maskiou": 0.005164533082279377, "loss_sem_seg": 0.26346168061718345, "lr": 0.01, "mask_rcnn/accuracy": 0.8886330381209087, "mask_rcnn/false_negative": 0.09749963144025905, "mask_rcnn/false_positive": 0.12137914284115853, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.5, "time": 0.7331567527726293, "total_loss": 1.5738352246917202} {"data_time": 0.010884826071560383, "eta_seconds": 62651.4367413288, "iteration": 183579, "loss_fcos_cls": 0.24827016977360472, "loss_fcos_ctr": 0.618224167264998, "loss_fcos_loc": 0.18890312156872824, "loss_mask": 0.25428920052945614, "loss_maskiou": 0.005318918376360671, "loss_sem_seg": 0.29307264648377895, "lr": 0.01, "mask_rcnn/accuracy": 0.8758914674027996, "mask_rcnn/false_negative": 0.10817798956818289, "mask_rcnn/false_positive": 0.14572389134461167, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.25, "time": 0.7421748572960496, "total_loss": 1.6043881638761377} {"data_time": 0.009994208812713623, "eta_seconds": 62636.93761802744, "iteration": 183599, "loss_fcos_cls": 0.2472230908460915, "loss_fcos_ctr": 0.6160607924684882, "loss_fcos_loc": 0.18017128482460976, "loss_mask": 0.25671500246971846, "loss_maskiou": 0.005176666541956365, "loss_sem_seg": 0.25375741394236684, "lr": 0.01, "mask_rcnn/accuracy": 0.8962111604699351, "mask_rcnn/false_negative": 0.08386701486955842, "mask_rcnn/false_positive": 0.1313097932670458, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.75, "time": 0.7226606756448746, "total_loss": 1.5972636856749887} {"data_time": 0.010817794129252434, "eta_seconds": 62599.77959034778, "iteration": 183619, "loss_fcos_cls": 0.24467206560075283, "loss_fcos_ctr": 0.6197395892813802, "loss_fcos_loc": 0.19115608237916604, "loss_mask": 0.26640895660966635, "loss_maskiou": 0.005802442712592892, "loss_sem_seg": 0.2708028284832835, "lr": 0.01, "mask_rcnn/accuracy": 0.8945551264903424, "mask_rcnn/false_negative": 0.08894421054728785, "mask_rcnn/false_positive": 0.126404862087446, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7161716409027576, "total_loss": 1.6011161039132276} {"data_time": 0.010656910948455334, "eta_seconds": 62585.28571331687, "iteration": 183639, "loss_fcos_cls": 0.23513663467019796, "loss_fcos_ctr": 0.6195570607669652, "loss_fcos_loc": 0.1884624563390389, "loss_mask": 0.2628039619885385, "loss_maskiou": 0.005381105453125201, "loss_sem_seg": 0.2527035316452384, "lr": 0.01, "mask_rcnn/accuracy": 0.8854452667953283, "mask_rcnn/false_negative": 0.10746138042398842, "mask_rcnn/false_positive": 0.15084720763428827, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 32.0, "time": 0.7182728927582502, "total_loss": 1.5666318935836898} {"data_time": 0.00916062481701374, "eta_seconds": 62522.430376291275, "iteration": 183659, "loss_fcos_cls": 0.24443257739767432, "loss_fcos_ctr": 0.6220787831116468, "loss_fcos_loc": 0.19394546910189092, "loss_mask": 0.26099503971636295, "loss_maskiou": 0.005177173770789523, "loss_sem_seg": 0.29282224737107754, "lr": 0.01, "mask_rcnn/accuracy": 0.8738183099184915, "mask_rcnn/false_negative": 0.11500574986012843, "mask_rcnn/false_positive": 0.1414846787224759, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.0, "time": 0.7047498691827059, "total_loss": 1.617641918688605} {"data_time": 0.010478162206709385, "eta_seconds": 62499.60494966898, "iteration": 183679, "loss_fcos_cls": 0.24423010868486017, "loss_fcos_ctr": 0.6157759679481387, "loss_fcos_loc": 0.1846732513513416, "loss_mask": 0.24718794506043196, "loss_maskiou": 0.005152056488441303, "loss_sem_seg": 0.2767973041627556, "lr": 0.01, "mask_rcnn/accuracy": 0.8817156380624538, "mask_rcnn/false_negative": 0.10039210560894965, "mask_rcnn/false_positive": 0.13386978530251364, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7474277522414923, "total_loss": 1.5884850216971245} {"data_time": 0.011371646076440811, "eta_seconds": 62424.14986692835, "iteration": 183699, "loss_fcos_cls": 0.2401085898745805, "loss_fcos_ctr": 0.6165656289085746, "loss_fcos_loc": 0.18523575435392559, "loss_mask": 0.26992191234603524, "loss_maskiou": 0.005951266364718322, "loss_sem_seg": 0.2642945172265172, "lr": 0.01, "mask_rcnn/accuracy": 0.8642672035831627, "mask_rcnn/false_negative": 0.07479644069867611, "mask_rcnn/false_positive": 0.16466896691906144, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.75, "time": 0.7175079742446542, "total_loss": 1.5845258308945631} {"data_time": 0.009663796052336693, "eta_seconds": 62470.6434663916, "iteration": 183719, "loss_fcos_cls": 0.22675187466666102, "loss_fcos_ctr": 0.6198040600866079, "loss_fcos_loc": 0.19053420651471242, "loss_mask": 0.2741275457665324, "loss_maskiou": 0.005423133079602849, "loss_sem_seg": 0.2681076084263623, "lr": 0.01, "mask_rcnn/accuracy": 0.8788091907269819, "mask_rcnn/false_negative": 0.11775828441223858, "mask_rcnn/false_positive": 0.12710683270874923, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.0, "time": 0.7378433151170611, "total_loss": 1.5847886275150813} {"data_time": 0.010269770398736, "eta_seconds": 62456.16272475291, "iteration": 183739, "loss_fcos_cls": 0.24463414133060724, "loss_fcos_ctr": 0.6194429872557521, "loss_fcos_loc": 0.18878656008746475, "loss_mask": 0.25796484388411045, "loss_maskiou": 0.005435844897874631, "loss_sem_seg": 0.304372813552618, "lr": 0.01, "mask_rcnn/accuracy": 0.8943057580174927, "mask_rcnn/false_negative": 0.07529332122938137, "mask_rcnn/false_positive": 0.13605681963346197, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 23.5, "time": 0.7160134362056851, "total_loss": 1.6167194668814773} {"data_time": 0.0100585101172328, "eta_seconds": 62380.75003387872, "iteration": 183759, "loss_fcos_cls": 0.25484320102259517, "loss_fcos_ctr": 0.621671075001359, "loss_fcos_loc": 0.19383441971149296, "loss_mask": 0.27079380583018064, "loss_maskiou": 0.0058823982581088785, "loss_sem_seg": 0.25912267924286425, "lr": 0.01, "mask_rcnn/accuracy": 0.8967063210227273, "mask_rcnn/false_negative": 0.08609977792189927, "mask_rcnn/false_positive": 0.12433865078596937, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.0, "time": 0.718126087449491, "total_loss": 1.6091732859567855} {"data_time": 0.010301218368113041, "eta_seconds": 62360.701478990726, "iteration": 183779, "loss_fcos_cls": 0.2536914087831974, "loss_fcos_ctr": 0.6201119609177113, "loss_fcos_loc": 0.19808628549799323, "loss_mask": 0.2659854590892792, "loss_maskiou": 0.004749132902361453, "loss_sem_seg": 0.2631331877782941, "lr": 0.01, "mask_rcnn/accuracy": 0.8787465765674747, "mask_rcnn/false_negative": 0.1058183734177949, "mask_rcnn/false_positive": 0.14645899144154223, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.75, "time": 0.7298937821760774, "total_loss": 1.584661956585478} {"data_time": 0.010750864632427692, "eta_seconds": 62442.2536087865, "iteration": 183799, "loss_fcos_cls": 0.24824472836917266, "loss_fcos_ctr": 0.6173310303129256, "loss_fcos_loc": 0.1910458377096802, "loss_mask": 0.26059963554143906, "loss_maskiou": 0.005320468473655637, "loss_sem_seg": 0.27010163106024265, "lr": 0.01, "mask_rcnn/accuracy": 0.8868135339171925, "mask_rcnn/false_negative": 0.08759865340057543, "mask_rcnn/false_positive": 0.12914481228580488, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7370879389345646, "total_loss": 1.5961205283929303} {"data_time": 0.010768023319542408, "eta_seconds": 62496.968821470626, "iteration": 183819, "loss_fcos_cls": 0.24777905456721783, "loss_fcos_ctr": 0.618488384410739, "loss_fcos_loc": 0.18943359795957804, "loss_mask": 0.27159286802634597, "loss_maskiou": 0.0052627239492721856, "loss_sem_seg": 0.26520268432796, "lr": 0.01, "mask_rcnn/accuracy": 0.8877426158716498, "mask_rcnn/false_negative": 0.06684554782726237, "mask_rcnn/false_positive": 0.12900372172445818, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 31.0, "time": 0.7239639237523079, "total_loss": 1.5733269893789839} {"data_time": 0.008851227350533009, "eta_seconds": 62495.22391361836, "iteration": 183839, "loss_fcos_cls": 0.24513857485726476, "loss_fcos_ctr": 0.6152761126868427, "loss_fcos_loc": 0.18326298659667373, "loss_mask": 0.2536522652953863, "loss_maskiou": 0.0057286839437438175, "loss_sem_seg": 0.26279832050204277, "lr": 0.01, "mask_rcnn/accuracy": 0.8778849560657596, "mask_rcnn/false_negative": 0.07981925875846685, "mask_rcnn/false_positive": 0.12534666174537434, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 42.25, "time": 0.7326027620583773, "total_loss": 1.5833417066205584} {"data_time": 0.010121318511664867, "eta_seconds": 62505.28461782914, "iteration": 183859, "loss_fcos_cls": 0.2416293357964605, "loss_fcos_ctr": 0.6202781917527318, "loss_fcos_loc": 0.19468514388427138, "loss_mask": 0.2654062770307064, "loss_maskiou": 0.00572359494981356, "loss_sem_seg": 0.24145500478334725, "lr": 0.01, "mask_rcnn/accuracy": 0.8665681416797488, "mask_rcnn/false_negative": 0.10388412347781051, "mask_rcnn/false_positive": 0.15626638621892813, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.730681911110878, "total_loss": 1.557956769116572} {"data_time": 0.010479849763214588, "eta_seconds": 62490.77229858097, "iteration": 183879, "loss_fcos_cls": 0.22715950664132833, "loss_fcos_ctr": 0.6172644067555666, "loss_fcos_loc": 0.18335573002696037, "loss_mask": 0.2512906277552247, "loss_maskiou": 0.005811079070554115, "loss_sem_seg": 0.23964458983391523, "lr": 0.01, "mask_rcnn/accuracy": 0.8938976650224809, "mask_rcnn/false_negative": 0.07660011985502145, "mask_rcnn/false_positive": 0.12226236994364596, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.25, "time": 0.7296991413459182, "total_loss": 1.558135994731856} {"data_time": 0.010028528980910778, "eta_seconds": 62464.22234642226, "iteration": 183899, "loss_fcos_cls": 0.242089269682765, "loss_fcos_ctr": 0.6206174632534385, "loss_fcos_loc": 0.18682943284511566, "loss_mask": 0.25845417054370046, "loss_maskiou": 0.005327220358594786, "loss_sem_seg": 0.2620379270520061, "lr": 0.01, "mask_rcnn/accuracy": 0.8682657384987893, "mask_rcnn/false_negative": 0.10529129061856217, "mask_rcnn/false_positive": 0.12825262933425574, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.25, "time": 0.7045223601162434, "total_loss": 1.5785450488037895} {"data_time": 0.009864576160907745, "eta_seconds": 62430.03112966847, "iteration": 183919, "loss_fcos_cls": 0.24325683736242354, "loss_fcos_ctr": 0.6165255708619952, "loss_fcos_loc": 0.18086296145338565, "loss_mask": 0.25029859971255064, "loss_maskiou": 0.005316561335348524, "loss_sem_seg": 0.27845546090975404, "lr": 0.01, "mask_rcnn/accuracy": 0.8887385875402793, "mask_rcnn/false_negative": 0.0947468152468485, "mask_rcnn/false_positive": 0.12705767830794815, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7200185488909483, "total_loss": 1.5670305988205655} {"data_time": 0.010427961125969887, "eta_seconds": 62368.553467459045, "iteration": 183939, "loss_fcos_cls": 0.2406309131765738, "loss_fcos_ctr": 0.6189801702275872, "loss_fcos_loc": 0.1818430433049798, "loss_mask": 0.24956864584237337, "loss_maskiou": 0.005074253742350265, "loss_sem_seg": 0.25226288475096226, "lr": 0.01, "mask_rcnn/accuracy": 0.8954820424048741, "mask_rcnn/false_negative": 0.08437764559696548, "mask_rcnn/false_positive": 0.09970492851957705, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 23.25, "time": 0.7326355604454875, "total_loss": 1.532395953530795} {"data_time": 0.010426215827465057, "eta_seconds": 62235.55369076133, "iteration": 183959, "loss_fcos_cls": 0.24346880987286568, "loss_fcos_ctr": 0.6178595637902617, "loss_fcos_loc": 0.1855149322655052, "loss_mask": 0.2515579108148813, "loss_maskiou": 0.005319968244293705, "loss_sem_seg": 0.28018873766995966, "lr": 0.01, "mask_rcnn/accuracy": 0.879226741303809, "mask_rcnn/false_negative": 0.09085751566392439, "mask_rcnn/false_positive": 0.14210295160177375, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.75, "time": 0.7132392758503556, "total_loss": 1.597437548392918} {"data_time": 0.009876640513539314, "eta_seconds": 62248.87786557898, "iteration": 183979, "loss_fcos_cls": 0.23874377354513854, "loss_fcos_ctr": 0.6205680202692747, "loss_fcos_loc": 0.1926533310324885, "loss_mask": 0.2622215235605836, "loss_maskiou": 0.005167072882613866, "loss_sem_seg": 0.2946278468007222, "lr": 0.01, "mask_rcnn/accuracy": 0.887553005072997, "mask_rcnn/false_negative": 0.08455542540208855, "mask_rcnn/false_positive": 0.13004488125067856, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7235594168305397, "total_loss": 1.6019314992590807} {"data_time": 0.009818119928240776, "eta_seconds": 62287.672198930755, "iteration": 183999, "loss_fcos_cls": 0.24284563260152936, "loss_fcos_ctr": 0.6190172703936696, "loss_fcos_loc": 0.19460717355832458, "loss_mask": 0.2692290707491338, "loss_maskiou": 0.005362255193176679, "loss_sem_seg": 0.2711383104324341, "lr": 0.01, "mask_rcnn/accuracy": 0.8691674945840404, "mask_rcnn/false_negative": 0.09702309286952085, "mask_rcnn/false_positive": 0.14458080825267422, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.75, "time": 0.7365881819278002, "total_loss": 1.6031513062334852} {"data_time": 0.01041099801659584, "eta_seconds": 62223.03018962126, "iteration": 184019, "loss_fcos_cls": 0.23825511801987886, "loss_fcos_ctr": 0.6155208414420485, "loss_fcos_loc": 0.17987395881209522, "loss_mask": 0.25612614676356316, "loss_maskiou": 0.005054787281551398, "loss_sem_seg": 0.27520517306402326, "lr": 0.01, "mask_rcnn/accuracy": 0.8706272494926677, "mask_rcnn/false_negative": 0.1000246379898014, "mask_rcnn/false_positive": 0.14094149178451665, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.0, "time": 0.7202728847041726, "total_loss": 1.5810557479417184} {"data_time": 0.010363755747675896, "eta_seconds": 62175.6702927202, "iteration": 184039, "loss_fcos_cls": 0.24194414168596268, "loss_fcos_ctr": 0.6140774860978127, "loss_fcos_loc": 0.18450349301565439, "loss_mask": 0.2690499909222126, "loss_maskiou": 0.005559644923778251, "loss_sem_seg": 0.2599702849984169, "lr": 0.01, "mask_rcnn/accuracy": 0.8934362300114851, "mask_rcnn/false_negative": 0.10059677521417182, "mask_rcnn/false_positive": 0.11346391395991073, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.25, "time": 0.7184584969654679, "total_loss": 1.5643370858197159} {"data_time": 0.010428473353385925, "eta_seconds": 62152.645566087216, "iteration": 184059, "loss_fcos_cls": 0.23607451259158552, "loss_fcos_ctr": 0.6189419338479638, "loss_fcos_loc": 0.18972171656787395, "loss_mask": 0.2618701169267297, "loss_maskiou": 0.005065887104137801, "loss_sem_seg": 0.27736442582681775, "lr": 0.01, "mask_rcnn/accuracy": 0.8887837608819752, "mask_rcnn/false_negative": 0.10688688854643108, "mask_rcnn/false_positive": 0.13627005146709592, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7305340403690934, "total_loss": 1.5808451633274672} {"data_time": 0.00985065195709467, "eta_seconds": 62146.73825596273, "iteration": 184079, "loss_fcos_cls": 0.24346019537188113, "loss_fcos_ctr": 0.6209004824049771, "loss_fcos_loc": 0.1888748335186392, "loss_mask": 0.2766391793265939, "loss_maskiou": 0.006098451078287326, "loss_sem_seg": 0.27706969901919365, "lr": 0.01, "mask_rcnn/accuracy": 0.8790997125956093, "mask_rcnn/false_negative": 0.09622633308284856, "mask_rcnn/false_positive": 0.13991956850290854, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7336468528956175, "total_loss": 1.634428783232579} {"data_time": 0.010161284357309341, "eta_seconds": 62132.272237583995, "iteration": 184099, "loss_fcos_cls": 0.23738851631060243, "loss_fcos_ctr": 0.6178171094506979, "loss_fcos_loc": 0.18266437854617834, "loss_mask": 0.26523467898368835, "loss_maskiou": 0.005128883509314619, "loss_sem_seg": 0.24355802405625582, "lr": 0.01, "mask_rcnn/accuracy": 0.8771902477746418, "mask_rcnn/false_negative": 0.09250024458144948, "mask_rcnn/false_positive": 0.16056257192208645, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7263769078999758, "total_loss": 1.5586330945952795} {"data_time": 0.010347801260650158, "eta_seconds": 62109.253486242145, "iteration": 184119, "loss_fcos_cls": 0.2505659721791744, "loss_fcos_ctr": 0.6170499511063099, "loss_fcos_loc": 0.19148937100544572, "loss_mask": 0.2518963390029967, "loss_maskiou": 0.005363618642149959, "loss_sem_seg": 0.2565663659479469, "lr": 0.01, "mask_rcnn/accuracy": 0.8902620379949215, "mask_rcnn/false_negative": 0.09763844282594368, "mask_rcnn/false_positive": 0.11088907083214081, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.25, "time": 0.712514141574502, "total_loss": 1.5469885450438596} {"data_time": 0.010411635972559452, "eta_seconds": 62103.340200826526, "iteration": 184139, "loss_fcos_cls": 0.24139137211022899, "loss_fcos_ctr": 0.6227502524852753, "loss_fcos_loc": 0.20150943892076612, "loss_mask": 0.26381128234788775, "loss_maskiou": 0.005317742368788458, "loss_sem_seg": 0.24461381556466222, "lr": 0.01, "mask_rcnn/accuracy": 0.894604680807009, "mask_rcnn/false_negative": 0.08642249372661322, "mask_rcnn/false_positive": 0.13865164492947019, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.25, "time": 0.7152677746489644, "total_loss": 1.5786265419737902} {"data_time": 0.010319042950868607, "eta_seconds": 62080.3254330121, "iteration": 184159, "loss_fcos_cls": 0.24061901459936053, "loss_fcos_ctr": 0.6176284961402416, "loss_fcos_loc": 0.18674194111372344, "loss_mask": 0.260691137984395, "loss_maskiou": 0.005692024900781689, "loss_sem_seg": 0.2749522649683058, "lr": 0.01, "mask_rcnn/accuracy": 0.8892502344317174, "mask_rcnn/false_negative": 0.0949457754717655, "mask_rcnn/false_positive": 0.12865348998681841, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 25.0, "time": 0.7374847736209631, "total_loss": 1.605337487817451} {"data_time": 0.01034310832619667, "eta_seconds": 62060.8232856933, "iteration": 184179, "loss_fcos_cls": 0.2533169361995533, "loss_fcos_ctr": 0.6220332197844982, "loss_fcos_loc": 0.20491859130561352, "loss_mask": 0.2752524493262172, "loss_maskiou": 0.005497526683029719, "loss_sem_seg": 0.285188858397305, "lr": 0.01, "mask_rcnn/accuracy": 0.8748629518802093, "mask_rcnn/false_negative": 0.10115845157882353, "mask_rcnn/false_positive": 0.15871149393798092, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.5, "time": 0.7360924184322357, "total_loss": 1.6327587347477674} {"data_time": 0.010134724900126457, "eta_seconds": 62137.234032996, "iteration": 184199, "loss_fcos_cls": 0.25104879430728033, "loss_fcos_ctr": 0.6186693413183093, "loss_fcos_loc": 0.1911181550240144, "loss_mask": 0.26491735596209764, "loss_maskiou": 0.006090073271479923, "loss_sem_seg": 0.2519296675454825, "lr": 0.01, "mask_rcnn/accuracy": 0.8742699382384533, "mask_rcnn/false_negative": 0.09894702523747612, "mask_rcnn/false_positive": 0.15269329021351905, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.25, "time": 0.7312544630840421, "total_loss": 1.5972706333195674} {"data_time": 0.010762090794742107, "eta_seconds": 62160.05349310208, "iteration": 184219, "loss_fcos_cls": 0.24267791584134102, "loss_fcos_ctr": 0.6193093452602625, "loss_fcos_loc": 0.19373181625269353, "loss_mask": 0.24875567387789488, "loss_maskiou": 0.005109010147862136, "loss_sem_seg": 0.27017289330251515, "lr": 0.01, "mask_rcnn/accuracy": 0.8992516390614217, "mask_rcnn/false_negative": 0.08801000092038856, "mask_rcnn/false_positive": 0.12680558397016062, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7350643537938595, "total_loss": 1.5941950725100469} {"data_time": 0.010401125065982342, "eta_seconds": 62142.3548923647, "iteration": 184239, "loss_fcos_cls": 0.24810929084196687, "loss_fcos_ctr": 0.6156639410182834, "loss_fcos_loc": 0.1719701116089709, "loss_mask": 0.25812439527362585, "loss_maskiou": 0.0056906099925981835, "loss_sem_seg": 0.25545521115418524, "lr": 0.01, "mask_rcnn/accuracy": 0.8817834223766916, "mask_rcnn/false_negative": 0.10240018553469518, "mask_rcnn/false_positive": 0.13465240657931257, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 37.5, "time": 0.714414494112134, "total_loss": 1.5695575561112491} {"data_time": 0.010442384518682957, "eta_seconds": 62082.08161627874, "iteration": 184259, "loss_fcos_cls": 0.24931269721128047, "loss_fcos_ctr": 0.6197729106061161, "loss_fcos_loc": 0.19196143257431686, "loss_mask": 0.26977564534172416, "loss_maskiou": 0.006089049915317446, "loss_sem_seg": 0.2541255459655076, "lr": 0.01, "mask_rcnn/accuracy": 0.8673655519900267, "mask_rcnn/false_negative": 0.11363821580166063, "mask_rcnn/false_positive": 0.16966627639337967, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7328159650787711, "total_loss": 1.5756796041605412} {"data_time": 0.009012714959681034, "eta_seconds": 62079.2978932932, "iteration": 184279, "loss_fcos_cls": 0.244833990233019, "loss_fcos_ctr": 0.6206389190629125, "loss_fcos_loc": 0.19017967267427593, "loss_mask": 0.25587232131510973, "loss_maskiou": 0.005214079086726997, "loss_sem_seg": 0.2932276357896626, "lr": 0.01, "mask_rcnn/accuracy": 0.8895987295679396, "mask_rcnn/false_negative": 0.09619486589190257, "mask_rcnn/false_positive": 0.1417513487173894, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7078449754044414, "total_loss": 1.628826840693364} {"data_time": 0.010434969328343868, "eta_seconds": 62148.88113353122, "iteration": 184299, "loss_fcos_cls": 0.24623450005310588, "loss_fcos_ctr": 0.6181606724858284, "loss_fcos_loc": 0.17772057256661355, "loss_mask": 0.25421394500881433, "loss_maskiou": 0.005320596299497993, "loss_sem_seg": 0.32016364112496376, "lr": 0.01, "mask_rcnn/accuracy": 0.8982780612244898, "mask_rcnn/false_negative": 0.07381686531425526, "mask_rcnn/false_positive": 0.12230517014371145, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7262285193428397, "total_loss": 1.6067632887206855} {"data_time": 0.010639149695634842, "eta_seconds": 62130.898665134795, "iteration": 184319, "loss_fcos_cls": 0.2449141365941614, "loss_fcos_ctr": 0.6215317230671644, "loss_fcos_loc": 0.19040056929225102, "loss_mask": 0.2542674415744841, "loss_maskiou": 0.005754600730142556, "loss_sem_seg": 0.30233713844791055, "lr": 0.01, "mask_rcnn/accuracy": 0.8796740236273081, "mask_rcnn/false_negative": 0.08735731333600028, "mask_rcnn/false_positive": 0.1438130048763563, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.75, "time": 0.7056530890986323, "total_loss": 1.6124529908993281} {"data_time": 0.010141332633793354, "eta_seconds": 62035.845788516104, "iteration": 184339, "loss_fcos_cls": 0.2423854711232707, "loss_fcos_ctr": 0.6197563949972391, "loss_fcos_loc": 0.1836249170009978, "loss_mask": 0.26132981292903423, "loss_maskiou": 0.005198753424338065, "loss_sem_seg": 0.29435234097763896, "lr": 0.01, "mask_rcnn/accuracy": 0.8979517302347768, "mask_rcnn/false_negative": 0.07104358034238391, "mask_rcnn/false_positive": 0.15743709733393924, "roi_head/num_bg_samples": 78.5, "roi_head/num_fg_samples": 24.5, "time": 0.7208499759435654, "total_loss": 1.60675828543026} {"data_time": 0.010442273691296577, "eta_seconds": 61935.68516686186, "iteration": 184359, "loss_fcos_cls": 0.23126765072811395, "loss_fcos_ctr": 0.6171286692842841, "loss_fcos_loc": 0.18421020288951695, "loss_mask": 0.24893062934279442, "loss_maskiou": 0.004720707220258191, "loss_sem_seg": 0.26089323917403817, "lr": 0.01, "mask_rcnn/accuracy": 0.8855524793794498, "mask_rcnn/false_negative": 0.08885111932306808, "mask_rcnn/false_positive": 0.12514313923891926, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 38.75, "time": 0.7117528161033988, "total_loss": 1.5806310810439754} {"data_time": 0.01107664592564106, "eta_seconds": 61930.596661298536, "iteration": 184379, "loss_fcos_cls": 0.23826934245880693, "loss_fcos_ctr": 0.6179371234029531, "loss_fcos_loc": 0.1881538312882185, "loss_mask": 0.26467513339594007, "loss_maskiou": 0.005393751067458652, "loss_sem_seg": 0.2589137777686119, "lr": 0.01, "mask_rcnn/accuracy": 0.8750051147394798, "mask_rcnn/false_negative": 0.11347047342655625, "mask_rcnn/false_positive": 0.1362126289410039, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.7087288377806544, "total_loss": 1.5788408920925576} {"data_time": 0.010885155759751797, "eta_seconds": 61916.13044467848, "iteration": 184399, "loss_fcos_cls": 0.23677095142193139, "loss_fcos_ctr": 0.6166058504022658, "loss_fcos_loc": 0.18103218748001382, "loss_mask": 0.2556389281526208, "loss_maskiou": 0.004418655487825163, "loss_sem_seg": 0.2892325366847217, "lr": 0.01, "mask_rcnn/accuracy": 0.905669532423359, "mask_rcnn/false_negative": 0.07661989805996694, "mask_rcnn/false_positive": 0.11483261751996593, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7308779126033187, "total_loss": 1.5882206222813693} {"data_time": 0.010597252286970615, "eta_seconds": 61901.66422805842, "iteration": 184419, "loss_fcos_cls": 0.22101912088692188, "loss_fcos_ctr": 0.6164463683962822, "loss_fcos_loc": 0.17497771442867815, "loss_mask": 0.25635378062725067, "loss_maskiou": 0.005159429434570484, "loss_sem_seg": 0.244552610674873, "lr": 0.01, "mask_rcnn/accuracy": 0.91212809299544, "mask_rcnn/false_negative": 0.06747019306935861, "mask_rcnn/false_positive": 0.11945674031234924, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 24.0, "time": 0.7206539139151573, "total_loss": 1.551687382374439} {"data_time": 0.010113580152392387, "eta_seconds": 61877.82906040177, "iteration": 184439, "loss_fcos_cls": 0.23609157116152346, "loss_fcos_ctr": 0.6203291108831763, "loss_fcos_loc": 0.18748946650885046, "loss_mask": 0.2619160464964807, "loss_maskiou": 0.005196576050366275, "loss_sem_seg": 0.22421490226406604, "lr": 0.01, "mask_rcnn/accuracy": 0.8753745719178082, "mask_rcnn/false_negative": 0.12216097185246001, "mask_rcnn/false_positive": 0.15300604093700312, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7191876908764243, "total_loss": 1.534752876352286} {"data_time": 0.01029172632843256, "eta_seconds": 61889.84402873553, "iteration": 184459, "loss_fcos_cls": 0.24721327610313892, "loss_fcos_ctr": 0.619029900059104, "loss_fcos_loc": 0.18190646613948047, "loss_mask": 0.26260200794786215, "loss_maskiou": 0.005395226820837706, "loss_sem_seg": 0.2467329134233296, "lr": 0.01, "mask_rcnn/accuracy": 0.8741407352732697, "mask_rcnn/false_negative": 0.10029339231641804, "mask_rcnn/false_positive": 0.1439671001354111, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 36.75, "time": 0.7278718017041683, "total_loss": 1.5580491579166846} {"data_time": 0.010188449174165726, "eta_seconds": 61863.43184258323, "iteration": 184479, "loss_fcos_cls": 0.24050865368917584, "loss_fcos_ctr": 0.6163725424557924, "loss_fcos_loc": 0.18006650707684457, "loss_mask": 0.2534173703752458, "loss_maskiou": 0.0050158552985521965, "loss_sem_seg": 0.27233292581513524, "lr": 0.01, "mask_rcnn/accuracy": 0.8934744352286369, "mask_rcnn/false_negative": 0.092772472983139, "mask_rcnn/false_positive": 0.11967739003550991, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 24.5, "time": 0.7164590749889612, "total_loss": 1.5815914952909225} {"data_time": 0.01006634533405304, "eta_seconds": 61871.09124970529, "iteration": 184499, "loss_fcos_cls": 0.2349021800328046, "loss_fcos_ctr": 0.6186472713015974, "loss_fcos_loc": 0.1873129692976363, "loss_mask": 0.259990347083658, "loss_maskiou": 0.005232391369645484, "loss_sem_seg": 0.27355254627764225, "lr": 0.01, "mask_rcnn/accuracy": 0.8817909922589725, "mask_rcnn/false_negative": 0.11595418233808127, "mask_rcnn/false_positive": 0.12559635232155475, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.25, "time": 0.7278879284858704, "total_loss": 1.565486142237205} {"data_time": 0.010438692755997181, "eta_seconds": 61814.95479293354, "iteration": 184519, "loss_fcos_cls": 0.24335344741120934, "loss_fcos_ctr": 0.6187120536342263, "loss_fcos_loc": 0.18879204359836876, "loss_mask": 0.26213368168100715, "loss_maskiou": 0.005989202923956327, "loss_sem_seg": 0.2672848701477051, "lr": 0.01, "mask_rcnn/accuracy": 0.8886569676024503, "mask_rcnn/false_negative": 0.07948658805899392, "mask_rcnn/false_positive": 0.13554750988541397, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.695102596655488, "total_loss": 1.5724338359286776} {"data_time": 0.010758812539279461, "eta_seconds": 61842.14604847971, "iteration": 184539, "loss_fcos_cls": 0.2259900572244078, "loss_fcos_ctr": 0.6162246875464916, "loss_fcos_loc": 0.18089312451775186, "loss_mask": 0.25602121744304895, "loss_maskiou": 0.005575421586399898, "loss_sem_seg": 0.2811942002736032, "lr": 0.01, "mask_rcnn/accuracy": 0.8843758233927375, "mask_rcnn/false_negative": 0.07584226330579816, "mask_rcnn/false_positive": 0.12136728132021249, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.5, "time": 0.7315755113959312, "total_loss": 1.5643416818493279} {"data_time": 0.009842634201049805, "eta_seconds": 61805.5621433584, "iteration": 184559, "loss_fcos_cls": 0.2511618775315583, "loss_fcos_ctr": 0.6203661658801138, "loss_fcos_loc": 0.18919965787790716, "loss_mask": 0.2733916346915066, "loss_maskiou": 0.006188451996422373, "loss_sem_seg": 0.27943451213650405, "lr": 0.01, "mask_rcnn/accuracy": 0.8747071418635615, "mask_rcnn/false_negative": 0.10013281975777225, "mask_rcnn/false_positive": 0.13947446197108798, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.75, "time": 0.7068704077973962, "total_loss": 1.6204557254823158} {"data_time": 0.011205189861357212, "eta_seconds": 61771.5662353877, "iteration": 184579, "loss_fcos_cls": 0.24967915285378695, "loss_fcos_ctr": 0.620153967756778, "loss_fcos_loc": 0.18784505175426602, "loss_mask": 0.25601467676460743, "loss_maskiou": 0.00511943483070354, "loss_sem_seg": 0.31013344461098313, "lr": 0.01, "mask_rcnn/accuracy": 0.8959758461051524, "mask_rcnn/false_negative": 0.08309598041595279, "mask_rcnn/false_positive": 0.1339510370427063, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.0, "time": 0.7100724745541811, "total_loss": 1.6081609202374239} {"data_time": 0.010442393831908703, "eta_seconds": 61767.275862749666, "iteration": 184599, "loss_fcos_cls": 0.24401445256080478, "loss_fcos_ctr": 0.6156868329271674, "loss_fcos_loc": 0.18970024678856134, "loss_mask": 0.26466790586709976, "loss_maskiou": 0.005513653937669005, "loss_sem_seg": 0.30418877117335796, "lr": 0.01, "mask_rcnn/accuracy": 0.8742511209029067, "mask_rcnn/false_negative": 0.08699549128442435, "mask_rcnn/false_positive": 0.13633850761817626, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.0, "time": 0.734442132525146, "total_loss": 1.5693619344674516} {"data_time": 0.010276440531015396, "eta_seconds": 61762.15986893978, "iteration": 184619, "loss_fcos_cls": 0.2569458557991311, "loss_fcos_ctr": 0.6187951429747045, "loss_fcos_loc": 0.1948011179047171, "loss_mask": 0.26466378197073936, "loss_maskiou": 0.006139457182143815, "loss_sem_seg": 0.2536048972979188, "lr": 0.01, "mask_rcnn/accuracy": 0.8946068478411773, "mask_rcnn/false_negative": 0.09298055650370322, "mask_rcnn/false_positive": 0.1404200877628098, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7276141615584493, "total_loss": 1.6142436120280763} {"data_time": 0.009889357723295689, "eta_seconds": 61758.45854559913, "iteration": 184639, "loss_fcos_cls": 0.23545364453457296, "loss_fcos_ctr": 0.6223046090453863, "loss_fcos_loc": 0.19185676838969812, "loss_mask": 0.258564411662519, "loss_maskiou": 0.004987348147551529, "loss_sem_seg": 0.2762201533187181, "lr": 0.01, "mask_rcnn/accuracy": 0.8822556424047452, "mask_rcnn/false_negative": 0.10093887849648989, "mask_rcnn/false_positive": 0.12509048771096468, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 24.75, "time": 0.7154176207259297, "total_loss": 1.583195586266811} {"data_time": 0.009476585313677788, "eta_seconds": 61743.98859830573, "iteration": 184659, "loss_fcos_cls": 0.24230608041398227, "loss_fcos_ctr": 0.6189689673483372, "loss_fcos_loc": 0.1878430077340454, "loss_mask": 0.2555179502815008, "loss_maskiou": 0.00472652877215296, "loss_sem_seg": 0.2621889691799879, "lr": 0.01, "mask_rcnn/accuracy": 0.9115828474246841, "mask_rcnn/false_negative": 0.07302707910474655, "mask_rcnn/false_positive": 0.11993307571517364, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.75, "time": 0.7134081842377782, "total_loss": 1.5524863941172953} {"data_time": 0.010466428473591805, "eta_seconds": 61718.75759452116, "iteration": 184679, "loss_fcos_cls": 0.2434428761480376, "loss_fcos_ctr": 0.6167990053072572, "loss_fcos_loc": 0.1780917039141059, "loss_mask": 0.2442366173490882, "loss_maskiou": 0.005191256685066037, "loss_sem_seg": 0.2741443868726492, "lr": 0.01, "mask_rcnn/accuracy": 0.8875822578584207, "mask_rcnn/false_negative": 0.08893339194345065, "mask_rcnn/false_positive": 0.16793702218439086, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.75, "time": 0.7334759058430791, "total_loss": 1.5492260753708251} {"data_time": 0.009491024538874626, "eta_seconds": 61726.3652435774, "iteration": 184699, "loss_fcos_cls": 0.23496501753106713, "loss_fcos_ctr": 0.6194786690175533, "loss_fcos_loc": 0.18670982448384166, "loss_mask": 0.2566780876368284, "loss_maskiou": 0.00471582591853803, "loss_sem_seg": 0.2621957892552018, "lr": 0.01, "mask_rcnn/accuracy": 0.8679185489985468, "mask_rcnn/false_negative": 0.09842694628609769, "mask_rcnn/false_positive": 0.18907368815250564, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7254828121513128, "total_loss": 1.5831746750063758} {"data_time": 0.00972956232726574, "eta_seconds": 61711.89264296461, "iteration": 184719, "loss_fcos_cls": 0.22733655176125467, "loss_fcos_ctr": 0.618602984584868, "loss_fcos_loc": 0.18341036571655422, "loss_mask": 0.251921861898154, "loss_maskiou": 0.00498270145180868, "loss_sem_seg": 0.24070461466908455, "lr": 0.01, "mask_rcnn/accuracy": 0.8874585459183674, "mask_rcnn/false_negative": 0.08897304115510551, "mask_rcnn/false_positive": 0.12854911870123834, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.25, "time": 0.7344571789726615, "total_loss": 1.554469031228109} {"data_time": 0.00925830751657486, "eta_seconds": 61700.26164736133, "iteration": 184739, "loss_fcos_cls": 0.24696899740956724, "loss_fcos_ctr": 0.6193951242603362, "loss_fcos_loc": 0.19153253582771868, "loss_mask": 0.2523806942626834, "loss_maskiou": 0.004974285686330404, "loss_sem_seg": 0.26210433011874557, "lr": 0.01, "mask_rcnn/accuracy": 0.8858267967050766, "mask_rcnn/false_negative": 0.10916124114049441, "mask_rcnn/false_positive": 0.1339561501282775, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.25, "time": 0.7244431283324957, "total_loss": 1.59999491522467} {"data_time": 0.010273987427353859, "eta_seconds": 61756.54970582854, "iteration": 184759, "loss_fcos_cls": 0.2467344575561583, "loss_fcos_ctr": 0.6174815781414509, "loss_fcos_loc": 0.18710429989732802, "loss_mask": 0.26312141213566065, "loss_maskiou": 0.00614601319830399, "loss_sem_seg": 0.24888831237331033, "lr": 0.01, "mask_rcnn/accuracy": 0.8987309650871842, "mask_rcnn/false_negative": 0.08627752396309951, "mask_rcnn/false_positive": 0.09664823783508791, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7330874837934971, "total_loss": 1.5853466476401081} {"data_time": 0.011168922297656536, "eta_seconds": 61717.19702015072, "iteration": 184779, "loss_fcos_cls": 0.25068741058930755, "loss_fcos_ctr": 0.6199299097061157, "loss_fcos_loc": 0.1807525025215, "loss_mask": 0.2582297855988145, "loss_maskiou": 0.005583952566666994, "loss_sem_seg": 0.27095811360049993, "lr": 0.01, "mask_rcnn/accuracy": 0.8815701280512205, "mask_rcnn/false_negative": 0.10608007435625172, "mask_rcnn/false_positive": 0.15119670895565668, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.0, "time": 0.7176093505695462, "total_loss": 1.594131155332434} {"data_time": 0.009401490911841393, "eta_seconds": 61691.08636228368, "iteration": 184799, "loss_fcos_cls": 0.24644395406357944, "loss_fcos_ctr": 0.6187195330858231, "loss_fcos_loc": 0.19128120341338217, "loss_mask": 0.2597441552206874, "loss_maskiou": 0.005806606510304846, "loss_sem_seg": 0.25573006831109524, "lr": 0.01, "mask_rcnn/accuracy": 0.8770860054255295, "mask_rcnn/false_negative": 0.10409729341127681, "mask_rcnn/false_positive": 0.132855870464969, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.25, "time": 0.7291985582560301, "total_loss": 1.5786548656506056} {"data_time": 0.009644190780818462, "eta_seconds": 61667.43090377748, "iteration": 184819, "loss_fcos_cls": 0.24125103710684925, "loss_fcos_ctr": 0.6179030435159802, "loss_fcos_loc": 0.190517544047907, "loss_mask": 0.25060184206813574, "loss_maskiou": 0.005189713883737568, "loss_sem_seg": 0.25106033124029636, "lr": 0.01, "mask_rcnn/accuracy": 0.8908504689754689, "mask_rcnn/false_negative": 0.0795318420242662, "mask_rcnn/false_positive": 0.14323503191109077, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.0, "time": 0.7186881843954325, "total_loss": 1.5632327273488045} {"data_time": 0.010392564348876476, "eta_seconds": 61625.05703928787, "iteration": 184839, "loss_fcos_cls": 0.24102905637118965, "loss_fcos_ctr": 0.6165641779080033, "loss_fcos_loc": 0.17672920186305419, "loss_mask": 0.24911204539239407, "loss_maskiou": 0.0054558397860091645, "loss_sem_seg": 0.23053187876939774, "lr": 0.01, "mask_rcnn/accuracy": 0.898024594453166, "mask_rcnn/false_negative": 0.0941654907940602, "mask_rcnn/false_positive": 0.13978808049297403, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7146451622247696, "total_loss": 1.5218567378178705} {"data_time": 0.010057390667498112, "eta_seconds": 61638.47260044515, "iteration": 184859, "loss_fcos_cls": 0.23102341196499765, "loss_fcos_ctr": 0.6175038740038872, "loss_fcos_loc": 0.17242399544920772, "loss_mask": 0.24809334427118301, "loss_maskiou": 0.005484975918079726, "loss_sem_seg": 0.21016905561555177, "lr": 0.01, "mask_rcnn/accuracy": 0.8890311148099902, "mask_rcnn/false_negative": 0.08088145382706696, "mask_rcnn/false_positive": 0.12854541809585474, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.5, "time": 0.7441231897100806, "total_loss": 1.5238401009592053} {"data_time": 0.01127528864890337, "eta_seconds": 61641.55256829411, "iteration": 184879, "loss_fcos_cls": 0.23295185319148004, "loss_fcos_ctr": 0.6188477501273155, "loss_fcos_loc": 0.18203854328021407, "loss_mask": 0.2653723331168294, "loss_maskiou": 0.0053641284903278574, "loss_sem_seg": 0.23829424334689975, "lr": 0.01, "mask_rcnn/accuracy": 0.8812713915353375, "mask_rcnn/false_negative": 0.06952374272371287, "mask_rcnn/false_positive": 0.14209035314713597, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.0, "time": 0.7507811896502972, "total_loss": 1.5501092596787203} {"data_time": 0.010782339610159397, "eta_seconds": 61636.21469645016, "iteration": 184899, "loss_fcos_cls": 0.25878927973099053, "loss_fcos_ctr": 0.6178854033350945, "loss_fcos_loc": 0.1985214647720568, "loss_mask": 0.25085935462266207, "loss_maskiou": 0.0048676031292416155, "loss_sem_seg": 0.2872002355288714, "lr": 0.01, "mask_rcnn/accuracy": 0.8926266736853472, "mask_rcnn/false_negative": 0.07663404399148933, "mask_rcnn/false_positive": 0.13392761969885197, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.75, "time": 0.735549601726234, "total_loss": 1.579537083118339} {"data_time": 0.010552363470196724, "eta_seconds": 61644.6690252861, "iteration": 184919, "loss_fcos_cls": 0.23947890882845968, "loss_fcos_ctr": 0.6169753465801477, "loss_fcos_loc": 0.17833944526501, "loss_mask": 0.24695664551109076, "loss_maskiou": 0.004644532567908755, "loss_sem_seg": 0.2672847444191575, "lr": 0.01, "mask_rcnn/accuracy": 0.8870432609158396, "mask_rcnn/false_negative": 0.08551015103182921, "mask_rcnn/false_positive": 0.14600160931809955, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.0, "time": 0.7239758083596826, "total_loss": 1.5510437724915391} {"data_time": 0.010250994935631752, "eta_seconds": 61580.555993780494, "iteration": 184939, "loss_fcos_cls": 0.22700193314813077, "loss_fcos_ctr": 0.6168383844196796, "loss_fcos_loc": 0.19011541025247425, "loss_mask": 0.2589100217446685, "loss_maskiou": 0.00507162265421357, "loss_sem_seg": 0.24191713565960526, "lr": 0.01, "mask_rcnn/accuracy": 0.8885934046515802, "mask_rcnn/false_negative": 0.08245819013979001, "mask_rcnn/false_positive": 0.13222314150879488, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.7076931381598115, "total_loss": 1.5316816789927543} {"data_time": 0.010796506889164448, "eta_seconds": 61615.68738707062, "iteration": 184959, "loss_fcos_cls": 0.22145891352556646, "loss_fcos_ctr": 0.6141999717801809, "loss_fcos_loc": 0.18136459263041615, "loss_mask": 0.259764326736331, "loss_maskiou": 0.004853617036133073, "loss_sem_seg": 0.23365010041743517, "lr": 0.01, "mask_rcnn/accuracy": 0.8745424041709707, "mask_rcnn/false_negative": 0.09281184483174068, "mask_rcnn/false_positive": 0.1395894546810676, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.25, "time": 0.7498102188110352, "total_loss": 1.5151134072366403} {"data_time": 0.010188475251197815, "eta_seconds": 61601.19656796288, "iteration": 184979, "loss_fcos_cls": 0.22565028292592615, "loss_fcos_ctr": 0.6150835119187832, "loss_fcos_loc": 0.1826476394198835, "loss_mask": 0.25628854613751173, "loss_maskiou": 0.004924237789964536, "loss_sem_seg": 0.2824329000432044, "lr": 0.01, "mask_rcnn/accuracy": 0.8646287574859004, "mask_rcnn/false_negative": 0.12521567116629012, "mask_rcnn/false_positive": 0.13946349362674704, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.0, "time": 0.7279918156564236, "total_loss": 1.574630287486798} {"data_time": 0.010924238711595535, "eta_seconds": 61563.78756316565, "iteration": 184999, "loss_fcos_cls": 0.23393661028239876, "loss_fcos_ctr": 0.6176227601245046, "loss_fcos_loc": 0.17921155923977494, "loss_mask": 0.2569290893152356, "loss_maskiou": 0.004979831315722549, "loss_sem_seg": 0.2514321336057037, "lr": 0.01, "mask_rcnn/accuracy": 0.9081628193235336, "mask_rcnn/false_negative": 0.09169588317150279, "mask_rcnn/false_positive": 0.11391807904623645, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.0, "time": 0.7297380128875375, "total_loss": 1.5455919688611175} {"data_time": 0.010391072370111942, "eta_seconds": 61549.30213650875, "iteration": 185019, "loss_fcos_cls": 0.23172404477372766, "loss_fcos_ctr": 0.6148353833705187, "loss_fcos_loc": 0.1749442988075316, "loss_mask": 0.23982761148363352, "loss_maskiou": 0.004509373233304359, "loss_sem_seg": 0.22030313313007355, "lr": 0.01, "mask_rcnn/accuracy": 0.9017153030499587, "mask_rcnn/false_negative": 0.08856698501428976, "mask_rcnn/false_positive": 0.10639452731944031, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.25, "time": 0.7107131006196141, "total_loss": 1.5034119531628676} {"data_time": 0.010113664902746677, "eta_seconds": 61551.82929551974, "iteration": 185039, "loss_fcos_cls": 0.2267976138391532, "loss_fcos_ctr": 0.6167357861995697, "loss_fcos_loc": 0.18083721835864708, "loss_mask": 0.25807809084653854, "loss_maskiou": 0.00509531183342915, "loss_sem_seg": 0.230875285807997, "lr": 0.01, "mask_rcnn/accuracy": 0.8881403715332287, "mask_rcnn/false_negative": 0.09836153468245547, "mask_rcnn/false_positive": 0.11223339893154602, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.25, "time": 0.7258643424138427, "total_loss": 1.5400005353658344} {"data_time": 0.009874296374619007, "eta_seconds": 61478.526386492886, "iteration": 185059, "loss_fcos_cls": 0.24037468526512384, "loss_fcos_ctr": 0.6149177867919207, "loss_fcos_loc": 0.18030000320868567, "loss_mask": 0.24871632922440767, "loss_maskiou": 0.005036760303482879, "loss_sem_seg": 0.23557931184768677, "lr": 0.01, "mask_rcnn/accuracy": 0.892312320184991, "mask_rcnn/false_negative": 0.09438128702544095, "mask_rcnn/false_positive": 0.1264406052656269, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7168958941474557, "total_loss": 1.5239174942744285} {"data_time": 0.009491480886936188, "eta_seconds": 61479.20193211734, "iteration": 185079, "loss_fcos_cls": 0.24053525575436652, "loss_fcos_ctr": 0.6171573549509048, "loss_fcos_loc": 0.17988429043907672, "loss_mask": 0.24844428524374962, "loss_maskiou": 0.00533377976535121, "loss_sem_seg": 0.24801905313506722, "lr": 0.01, "mask_rcnn/accuracy": 0.8899251106692677, "mask_rcnn/false_negative": 0.09875880703982848, "mask_rcnn/false_positive": 0.136371191641859, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.75, "time": 0.737866641022265, "total_loss": 1.5448783731117146} {"data_time": 0.011024070903658867, "eta_seconds": 61495.390164466575, "iteration": 185099, "loss_fcos_cls": 0.23854177445173264, "loss_fcos_ctr": 0.6170855993404984, "loss_fcos_loc": 0.18445616273675114, "loss_mask": 0.24703766917809844, "loss_maskiou": 0.005175386264454573, "loss_sem_seg": 0.25695133744738996, "lr": 0.01, "mask_rcnn/accuracy": 0.8726593154895187, "mask_rcnn/false_negative": 0.11117704298137052, "mask_rcnn/false_positive": 0.16004315894761634, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.7329163132235408, "total_loss": 1.538657799937937} {"data_time": 0.010496408678591251, "eta_seconds": 61480.9037885312, "iteration": 185119, "loss_fcos_cls": 0.21782808401621878, "loss_fcos_ctr": 0.615564750507474, "loss_fcos_loc": 0.18052973761223257, "loss_mask": 0.24658450670540333, "loss_maskiou": 0.0044388561946107075, "loss_sem_seg": 0.233050384093076, "lr": 0.01, "mask_rcnn/accuracy": 0.8918822566994087, "mask_rcnn/false_negative": 0.09610073789312332, "mask_rcnn/false_positive": 0.12893220268982916, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.7191822435706854, "total_loss": 1.4927957910258556} {"data_time": 0.010051248595118523, "eta_seconds": 61489.36131460033, "iteration": 185139, "loss_fcos_cls": 0.22802576678805053, "loss_fcos_ctr": 0.6172072207555175, "loss_fcos_loc": 0.18405190494377166, "loss_mask": 0.24772151093930006, "loss_maskiou": 0.005272481226711534, "loss_sem_seg": 0.23373320139944553, "lr": 0.01, "mask_rcnn/accuracy": 0.8895214394609068, "mask_rcnn/false_negative": 0.09086148889925864, "mask_rcnn/false_positive": 0.11049795634867629, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 27.25, "time": 0.7301829205825925, "total_loss": 1.5338429484836524} {"data_time": 0.010075755417346954, "eta_seconds": 61421.285325452685, "iteration": 185159, "loss_fcos_cls": 0.23757610528264195, "loss_fcos_ctr": 0.617090075975284, "loss_fcos_loc": 0.17344750207848847, "loss_mask": 0.2530226595699787, "loss_maskiou": 0.00520838576630922, "loss_sem_seg": 0.25388808466959745, "lr": 0.01, "mask_rcnn/accuracy": 0.9019173010113136, "mask_rcnn/false_negative": 0.08757166657057862, "mask_rcnn/false_positive": 0.14108309912732264, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.5, "time": 0.710894943214953, "total_loss": 1.5546532293301425} {"data_time": 0.010355464182794094, "eta_seconds": 61406.80617378652, "iteration": 185179, "loss_fcos_cls": 0.21711182547733188, "loss_fcos_ctr": 0.615404742769897, "loss_fcos_loc": 0.18548953346908092, "loss_mask": 0.24402124155312777, "loss_maskiou": 0.005371969935367815, "loss_sem_seg": 0.23085952270776033, "lr": 0.01, "mask_rcnn/accuracy": 0.9124590874085483, "mask_rcnn/false_negative": 0.0828210331393153, "mask_rcnn/false_positive": 0.11446906590399306, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.5, "time": 0.726701476611197, "total_loss": 1.5058378075555083} {"data_time": 0.010132009163498878, "eta_seconds": 61342.604549559765, "iteration": 185199, "loss_fcos_cls": 0.22498726076446474, "loss_fcos_ctr": 0.6152578303590417, "loss_fcos_loc": 0.18064359994605184, "loss_mask": 0.2528748302720487, "loss_maskiou": 0.0047332940903288545, "loss_sem_seg": 0.2629511246923357, "lr": 0.01, "mask_rcnn/accuracy": 0.9027848639455782, "mask_rcnn/false_negative": 0.09141652302837548, "mask_rcnn/false_positive": 0.10359523835913884, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 32.25, "time": 0.7164244651794434, "total_loss": 1.536093113347306} {"data_time": 0.010239296592772007, "eta_seconds": 61308.78045848105, "iteration": 185219, "loss_fcos_cls": 0.22909457772038877, "loss_fcos_ctr": 0.6175367329269648, "loss_fcos_loc": 0.18749130005016923, "loss_mask": 0.27456922736018896, "loss_maskiou": 0.0052629015408456326, "loss_sem_seg": 0.26000474323518574, "lr": 0.01, "mask_rcnn/accuracy": 0.8940381456420521, "mask_rcnn/false_negative": 0.09155320225501014, "mask_rcnn/false_positive": 0.11814308275806135, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.0, "time": 0.7239304967224598, "total_loss": 1.567181565624196} {"data_time": 0.009417621418833733, "eta_seconds": 61324.36012679711, "iteration": 185239, "loss_fcos_cls": 0.2236121050082147, "loss_fcos_ctr": 0.6187699576839805, "loss_fcos_loc": 0.17706381040625274, "loss_mask": 0.25141121493652463, "loss_maskiou": 0.005580255397944711, "loss_sem_seg": 0.24061106145381927, "lr": 0.01, "mask_rcnn/accuracy": 0.8938231542617047, "mask_rcnn/false_negative": 0.101495497146879, "mask_rcnn/false_positive": 0.11401083235657188, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.25, "time": 0.7342422204092145, "total_loss": 1.523293367077713} {"data_time": 0.010029863566160202, "eta_seconds": 61279.8547414178, "iteration": 185259, "loss_fcos_cls": 0.2319835026282817, "loss_fcos_ctr": 0.617252591997385, "loss_fcos_loc": 0.17824325966648757, "loss_mask": 0.25087955314666033, "loss_maskiou": 0.0051003299304284155, "loss_sem_seg": 0.221241838298738, "lr": 0.01, "mask_rcnn/accuracy": 0.8816958033213285, "mask_rcnn/false_negative": 0.10373055924831122, "mask_rcnn/false_positive": 0.13270103957500934, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 34.0, "time": 0.7215557163581252, "total_loss": 1.5367704536911333} {"data_time": 0.009849581867456436, "eta_seconds": 61342.762411337346, "iteration": 185279, "loss_fcos_cls": 0.2344168326817453, "loss_fcos_ctr": 0.6196996700018644, "loss_fcos_loc": 0.19002861017361283, "loss_mask": 0.26343727204948664, "loss_maskiou": 0.005193804063310381, "loss_sem_seg": 0.251093911472708, "lr": 0.01, "mask_rcnn/accuracy": 0.887498533896317, "mask_rcnn/false_negative": 0.09537439202472628, "mask_rcnn/false_positive": 0.14162228465219154, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.733234653249383, "total_loss": 1.5659209876539535} {"data_time": 0.010082942433655262, "eta_seconds": 61280.95028491691, "iteration": 185299, "loss_fcos_cls": 0.22411562781780958, "loss_fcos_ctr": 0.6176434131339192, "loss_fcos_loc": 0.17410623969044536, "loss_mask": 0.25048344070091844, "loss_maskiou": 0.00492576313263271, "loss_sem_seg": 0.26020873384550214, "lr": 0.01, "mask_rcnn/accuracy": 0.8654620310011482, "mask_rcnn/false_negative": 0.1048847667288964, "mask_rcnn/false_positive": 0.12573834805007608, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.5, "time": 0.7121843239292502, "total_loss": 1.5344239440819365} {"data_time": 0.011081092990934849, "eta_seconds": 61257.35625021905, "iteration": 185319, "loss_fcos_cls": 0.22268486861139536, "loss_fcos_ctr": 0.6175717134028673, "loss_fcos_loc": 0.17737341183237731, "loss_mask": 0.25924216117709875, "loss_maskiou": 0.0048356721745221876, "loss_sem_seg": 0.2702195888850838, "lr": 0.01, "mask_rcnn/accuracy": 0.8893859632130023, "mask_rcnn/false_negative": 0.0840706960692831, "mask_rcnn/false_positive": 0.12078755957420277, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.720159787684679, "total_loss": 1.576354654316674} {"data_time": 0.010556584224104881, "eta_seconds": 61275.86821919773, "iteration": 185339, "loss_fcos_cls": 0.22926662128884345, "loss_fcos_ctr": 0.6149415941908956, "loss_fcos_loc": 0.17917858343571424, "loss_mask": 0.2450902247801423, "loss_maskiou": 0.005067747290013358, "loss_sem_seg": 0.2951618102379143, "lr": 0.01, "mask_rcnn/accuracy": 0.8862973760932944, "mask_rcnn/false_negative": 0.09436385017180834, "mask_rcnn/false_positive": 0.1359204332521911, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.25, "time": 0.7358955601230264, "total_loss": 1.5662806633336004} {"data_time": 0.010868511162698269, "eta_seconds": 61307.06727730669, "iteration": 185359, "loss_fcos_cls": 0.22754881693981588, "loss_fcos_ctr": 0.6164482813328505, "loss_fcos_loc": 0.17927700467407703, "loss_mask": 0.2613897705450654, "loss_maskiou": 0.005357834888854995, "loss_sem_seg": 0.2489460320211947, "lr": 0.01, "mask_rcnn/accuracy": 0.8857949298692223, "mask_rcnn/false_negative": 0.08237932318061991, "mask_rcnn/false_positive": 0.12443755949273161, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.5, "time": 0.7213608166202903, "total_loss": 1.5395724859190523} {"data_time": 0.009575742296874523, "eta_seconds": 61303.143179965205, "iteration": 185379, "loss_fcos_cls": 0.24313989537768066, "loss_fcos_ctr": 0.6164780696853995, "loss_fcos_loc": 0.18569646740797907, "loss_mask": 0.26175783574581146, "loss_maskiou": 0.004793727144715376, "loss_sem_seg": 0.2679657028056681, "lr": 0.01, "mask_rcnn/accuracy": 0.881877819971419, "mask_rcnn/false_negative": 0.07922551812308504, "mask_rcnn/false_positive": 0.15629984177083195, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.7142920400947332, "total_loss": 1.579632696833869} {"data_time": 0.01006549783051014, "eta_seconds": 61255.8756714575, "iteration": 185399, "loss_fcos_cls": 0.23150019778404385, "loss_fcos_ctr": 0.6154391104355454, "loss_fcos_loc": 0.18162402813322842, "loss_mask": 0.25995094049721956, "loss_maskiou": 0.005165921582374722, "loss_sem_seg": 0.2357587906299159, "lr": 0.01, "mask_rcnn/accuracy": 0.8689030612244898, "mask_rcnn/false_negative": 0.12092373236648693, "mask_rcnn/false_positive": 0.1405876853607571, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7181499237194657, "total_loss": 1.541845016676234} {"data_time": 0.010062577202916145, "eta_seconds": 61279.869014876895, "iteration": 185419, "loss_fcos_cls": 0.2477358418982476, "loss_fcos_ctr": 0.6213253019377589, "loss_fcos_loc": 0.1857996876933612, "loss_mask": 0.2562280744314194, "loss_maskiou": 0.005056686604802962, "loss_sem_seg": 0.248077099211514, "lr": 0.01, "mask_rcnn/accuracy": 0.8747266188672438, "mask_rcnn/false_negative": 0.10033912137572897, "mask_rcnn/false_positive": 0.13360760135695648, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 32.5, "time": 0.7307043056935072, "total_loss": 1.5499225773164653} {"data_time": 0.00987993460148573, "eta_seconds": 61277.85162653122, "iteration": 185439, "loss_fcos_cls": 0.25362980156205595, "loss_fcos_ctr": 0.6173642994835973, "loss_fcos_loc": 0.1921545099467039, "loss_mask": 0.25929536717012525, "loss_maskiou": 0.00562945548153948, "loss_sem_seg": 0.28311416041105986, "lr": 0.01, "mask_rcnn/accuracy": 0.8771556171582655, "mask_rcnn/false_negative": 0.0969012859702271, "mask_rcnn/false_positive": 0.15711378124883774, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7133897664025426, "total_loss": 1.6175768301982316} {"data_time": 0.010467946529388428, "eta_seconds": 61257.492781108245, "iteration": 185459, "loss_fcos_cls": 0.2352412159088999, "loss_fcos_ctr": 0.617316834628582, "loss_fcos_loc": 0.185250160866417, "loss_mask": 0.24087172839790583, "loss_maskiou": 0.005537800629099365, "loss_sem_seg": 0.2783288648352027, "lr": 0.01, "mask_rcnn/accuracy": 0.8928009034301552, "mask_rcnn/false_negative": 0.08642320828019395, "mask_rcnn/false_positive": 0.12512110643936838, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 32.5, "time": 0.7281397245824337, "total_loss": 1.5633583249291405} {"data_time": 0.010561259463429451, "eta_seconds": 61243.00099776499, "iteration": 185479, "loss_fcos_cls": 0.23128720000386238, "loss_fcos_ctr": 0.6165347835049033, "loss_fcos_loc": 0.18223046441562474, "loss_mask": 0.256671360693872, "loss_maskiou": 0.005368321518290031, "loss_sem_seg": 0.22639481991063803, "lr": 0.01, "mask_rcnn/accuracy": 0.8892771090151066, "mask_rcnn/false_negative": 0.08036856219719807, "mask_rcnn/false_positive": 0.12234056594515941, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.7136412020772696, "total_loss": 1.502649338093761} {"data_time": 0.010213257744908333, "eta_seconds": 61162.333744402975, "iteration": 185499, "loss_fcos_cls": 0.2225314793176949, "loss_fcos_ctr": 0.6177810216322541, "loss_fcos_loc": 0.17610269389115274, "loss_mask": 0.24252480547875166, "loss_maskiou": 0.005010049433622044, "loss_sem_seg": 0.260131292976439, "lr": 0.01, "mask_rcnn/accuracy": 0.9095716411564625, "mask_rcnn/false_negative": 0.08494911897483823, "mask_rcnn/false_positive": 0.10650726398554075, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.0, "time": 0.7090223506093025, "total_loss": 1.5240469490745454} {"data_time": 0.010169724002480507, "eta_seconds": 61214.01743107848, "iteration": 185519, "loss_fcos_cls": 0.23402362957131118, "loss_fcos_ctr": 0.618884508498013, "loss_fcos_loc": 0.19756511715240777, "loss_mask": 0.2667746329680085, "loss_maskiou": 0.0050533085013739765, "loss_sem_seg": 0.2643547342158854, "lr": 0.01, "mask_rcnn/accuracy": 0.8871743750993992, "mask_rcnn/false_negative": 0.08999127330384324, "mask_rcnn/false_positive": 0.14276036868062558, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.5, "time": 0.7282121554017067, "total_loss": 1.5764054898827453} {"data_time": 0.00975815113633871, "eta_seconds": 61187.23220149893, "iteration": 185539, "loss_fcos_cls": 0.24014567863196135, "loss_fcos_ctr": 0.6178659684956074, "loss_fcos_loc": 0.17811104917200282, "loss_mask": 0.25124516198411584, "loss_maskiou": 0.005313778892741539, "loss_sem_seg": 0.23700425494462252, "lr": 0.01, "mask_rcnn/accuracy": 0.891725711347461, "mask_rcnn/false_negative": 0.08329278186642859, "mask_rcnn/false_positive": 0.12459239886678017, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 37.5, "time": 0.7213864885270596, "total_loss": 1.5426988237231853} {"data_time": 0.009704306721687317, "eta_seconds": 61162.203517952934, "iteration": 185559, "loss_fcos_cls": 0.23095403518527746, "loss_fcos_ctr": 0.6217639399692416, "loss_fcos_loc": 0.18957947252783924, "loss_mask": 0.25386211602017283, "loss_maskiou": 0.0052731139221577905, "loss_sem_seg": 0.2416714325081557, "lr": 0.01, "mask_rcnn/accuracy": 0.8882201147467973, "mask_rcnn/false_negative": 0.08338363754025399, "mask_rcnn/false_positive": 0.1250751096616226, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.5, "time": 0.7161425827071071, "total_loss": 1.5474969377391972} {"data_time": 0.010056940838694572, "eta_seconds": 61163.94724707585, "iteration": 185579, "loss_fcos_cls": 0.22627370769623667, "loss_fcos_ctr": 0.61864775698632, "loss_fcos_loc": 0.18609766545705497, "loss_mask": 0.2528542624786496, "loss_maskiou": 0.005013121248339303, "loss_sem_seg": 0.2147337575443089, "lr": 0.01, "mask_rcnn/accuracy": 0.8657642042160356, "mask_rcnn/false_negative": 0.09649161796997041, "mask_rcnn/false_positive": 0.14274513450774537, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 35.75, "time": 0.7342696357518435, "total_loss": 1.4991875782652642} {"data_time": 0.011301715858280659, "eta_seconds": 61078.09234216809, "iteration": 185599, "loss_fcos_cls": 0.23239150375593454, "loss_fcos_ctr": 0.6148277064785361, "loss_fcos_loc": 0.17662172869313508, "loss_mask": 0.24646436842158437, "loss_maskiou": 0.005014402624510694, "loss_sem_seg": 0.25455091893672943, "lr": 0.01, "mask_rcnn/accuracy": 0.9023731203007519, "mask_rcnn/false_negative": 0.08716662381708781, "mask_rcnn/false_positive": 0.12074883923684837, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 26.75, "time": 0.698263724334538, "total_loss": 1.5314650800719392} {"data_time": 0.0103989876806736, "eta_seconds": 61039.05943574477, "iteration": 185619, "loss_fcos_cls": 0.23630012216744944, "loss_fcos_ctr": 0.6211016802117229, "loss_fcos_loc": 0.18898528060526587, "loss_mask": 0.2612209562212229, "loss_maskiou": 0.004889568888756912, "loss_sem_seg": 0.2527334401383996, "lr": 0.01, "mask_rcnn/accuracy": 0.8842688230183378, "mask_rcnn/false_negative": 0.08863164231053916, "mask_rcnn/false_positive": 0.13250705807568142, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.25, "time": 0.7138281902298331, "total_loss": 1.565451139700599} {"data_time": 0.009900745935738087, "eta_seconds": 61077.69912286289, "iteration": 185639, "loss_fcos_cls": 0.24010337586514652, "loss_fcos_ctr": 0.6200326099060476, "loss_fcos_loc": 0.18469391157850623, "loss_mask": 0.2600418087095022, "loss_maskiou": 0.005018016352551058, "loss_sem_seg": 0.23903679195791483, "lr": 0.01, "mask_rcnn/accuracy": 0.8743315559306429, "mask_rcnn/false_negative": 0.10693188256123115, "mask_rcnn/false_positive": 0.14788704874040387, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.5, "time": 0.7301976662129164, "total_loss": 1.5771087735738547} {"data_time": 0.00951425638049841, "eta_seconds": 61083.23560284078, "iteration": 185659, "loss_fcos_cls": 0.23927192692644894, "loss_fcos_ctr": 0.6167191071435809, "loss_fcos_loc": 0.18206392362480983, "loss_mask": 0.2584667927585542, "loss_maskiou": 0.00568859267514199, "loss_sem_seg": 0.28963847551494837, "lr": 0.01, "mask_rcnn/accuracy": 0.8921837958002548, "mask_rcnn/false_negative": 0.08814127911752076, "mask_rcnn/false_positive": 0.11848485672902964, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.25, "time": 0.7195347100496292, "total_loss": 1.5897074857275584} {"data_time": 0.009982929565012455, "eta_seconds": 61075.94695654884, "iteration": 185679, "loss_fcos_cls": 0.23120047035627067, "loss_fcos_ctr": 0.6167345605790615, "loss_fcos_loc": 0.18463998986408114, "loss_mask": 0.2706849221140146, "loss_maskiou": 0.0052960118737246376, "loss_sem_seg": 0.23714787606149912, "lr": 0.01, "mask_rcnn/accuracy": 0.8908828591677636, "mask_rcnn/false_negative": 0.09141934389861828, "mask_rcnn/false_positive": 0.13280403985902184, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7457612883299589, "total_loss": 1.5617353350389749} {"data_time": 0.010424088686704636, "eta_seconds": 61046.10563035868, "iteration": 185699, "loss_fcos_cls": 0.24930294207297266, "loss_fcos_ctr": 0.6191474543884397, "loss_fcos_loc": 0.1806631984654814, "loss_mask": 0.2570885131135583, "loss_maskiou": 0.005889636340725701, "loss_sem_seg": 0.269066845998168, "lr": 0.01, "mask_rcnn/accuracy": 0.8903826530612244, "mask_rcnn/false_negative": 0.09360134533591552, "mask_rcnn/false_positive": 0.13138508722833586, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.0, "time": 0.7115475386381149, "total_loss": 1.5997922794194892} {"data_time": 0.010626186616718769, "eta_seconds": 60991.25248149037, "iteration": 185719, "loss_fcos_cls": 0.2445608094567433, "loss_fcos_ctr": 0.618101985193789, "loss_fcos_loc": 0.1860130038112402, "loss_mask": 0.2652864884585142, "loss_maskiou": 0.0056537425552960485, "loss_sem_seg": 0.2598551915725693, "lr": 0.01, "mask_rcnn/accuracy": 0.8906076066790352, "mask_rcnn/false_negative": 0.0789871922586674, "mask_rcnn/false_positive": 0.14252307613127663, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.7175048161298037, "total_loss": 1.5698415959341219} {"data_time": 0.010846013203263283, "eta_seconds": 60952.254501787014, "iteration": 185739, "loss_fcos_cls": 0.2348033463349566, "loss_fcos_ctr": 0.6201602700166404, "loss_fcos_loc": 0.18707120406907052, "loss_mask": 0.25704496819525957, "loss_maskiou": 0.005059061582869617, "loss_sem_seg": 0.24761034222319722, "lr": 0.01, "mask_rcnn/accuracy": 0.9005196586720942, "mask_rcnn/false_negative": 0.09375325569178047, "mask_rcnn/false_positive": 0.10737660403196694, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.0, "time": 0.7175916377454996, "total_loss": 1.5637417710604495} {"data_time": 0.010585703887045383, "eta_seconds": 60928.29444103688, "iteration": 185759, "loss_fcos_cls": 0.24587547779083252, "loss_fcos_ctr": 0.6178367962129414, "loss_fcos_loc": 0.18591339082922786, "loss_mask": 0.2601643828675151, "loss_maskiou": 0.005327136772393715, "loss_sem_seg": 0.2720826417207718, "lr": 0.01, "mask_rcnn/accuracy": 0.8704028486394557, "mask_rcnn/false_negative": 0.0961449028408301, "mask_rcnn/false_positive": 0.161002603275197, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.0, "time": 0.7337398175150156, "total_loss": 1.6040207132027717} {"data_time": 0.010219350457191467, "eta_seconds": 60923.319523801096, "iteration": 185779, "loss_fcos_cls": 0.24716933676972985, "loss_fcos_ctr": 0.620684455614537, "loss_fcos_loc": 0.1912897228030488, "loss_mask": 0.2510138675570488, "loss_maskiou": 0.005762577551649883, "loss_sem_seg": 0.2673357939347625, "lr": 0.01, "mask_rcnn/accuracy": 0.8952875176827106, "mask_rcnn/false_negative": 0.10105022805931446, "mask_rcnn/false_positive": 0.1265084539839415, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.5, "time": 0.7269867789000273, "total_loss": 1.599961286316102} {"data_time": 0.010170030407607555, "eta_seconds": 60868.87156643439, "iteration": 185799, "loss_fcos_cls": 0.23573784669861197, "loss_fcos_ctr": 0.6175831705331802, "loss_fcos_loc": 0.18117279116995633, "loss_mask": 0.24771207384765148, "loss_maskiou": 0.005207842521485873, "loss_sem_seg": 0.25251630251295865, "lr": 0.01, "mask_rcnn/accuracy": 0.8975636437123644, "mask_rcnn/false_negative": 0.09796384526822474, "mask_rcnn/false_positive": 0.12773398538137348, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.0, "time": 0.7182348305359483, "total_loss": 1.5458357740862994} {"data_time": 0.010442029684782028, "eta_seconds": 60874.89470253233, "iteration": 185819, "loss_fcos_cls": 0.2342247881460935, "loss_fcos_ctr": 0.618769790045917, "loss_fcos_loc": 0.18211598659399897, "loss_mask": 0.26234728330746293, "loss_maskiou": 0.005559041175729362, "loss_sem_seg": 0.2257807645946741, "lr": 0.01, "mask_rcnn/accuracy": 0.8824113386613386, "mask_rcnn/false_negative": 0.10369841747529737, "mask_rcnn/false_positive": 0.13384218433613831, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.5, "time": 0.7314150147140026, "total_loss": 1.551112038701831} {"data_time": 0.009554337710142136, "eta_seconds": 60860.431844000705, "iteration": 185839, "loss_fcos_cls": 0.23307208606274799, "loss_fcos_ctr": 0.6165877217426896, "loss_fcos_loc": 0.1836003715870902, "loss_mask": 0.2363673523068428, "loss_maskiou": 0.005022753764933441, "loss_sem_seg": 0.23849878134205937, "lr": 0.01, "mask_rcnn/accuracy": 0.901356597015464, "mask_rcnn/false_negative": 0.07657911066311099, "mask_rcnn/false_positive": 0.12375155571600818, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 24.25, "time": 0.7099150009453297, "total_loss": 1.554254400463833} {"data_time": 0.010420936159789562, "eta_seconds": 60820.05782679375, "iteration": 185859, "loss_fcos_cls": 0.2553493025479838, "loss_fcos_ctr": 0.6152736777439713, "loss_fcos_loc": 0.18016369105316699, "loss_mask": 0.2407735027372837, "loss_maskiou": 0.004811126815184252, "loss_sem_seg": 0.2712348501663655, "lr": 0.01, "mask_rcnn/accuracy": 0.9045191852514202, "mask_rcnn/false_negative": 0.08482422953813776, "mask_rcnn/false_positive": 0.08953716709612047, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7227414706721902, "total_loss": 1.5576654944889015} {"data_time": 0.008978675119578838, "eta_seconds": 60790.14828546252, "iteration": 185879, "loss_fcos_cls": 0.24763302941573784, "loss_fcos_ctr": 0.617272493429482, "loss_fcos_loc": 0.19205143069848418, "loss_mask": 0.26736899465322495, "loss_maskiou": 0.0057007292489288375, "loss_sem_seg": 0.28477044962346554, "lr": 0.01, "mask_rcnn/accuracy": 0.9011927139276763, "mask_rcnn/false_negative": 0.09159557428791512, "mask_rcnn/false_positive": 0.0927359757858634, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.0, "time": 0.7351351194083691, "total_loss": 1.6514905301955878} {"data_time": 0.010808278806507587, "eta_seconds": 60773.31394003704, "iteration": 185899, "loss_fcos_cls": 0.2500660086516291, "loss_fcos_ctr": 0.6177357910200953, "loss_fcos_loc": 0.17918091895990074, "loss_mask": 0.24188835779204965, "loss_maskiou": 0.004722612458863296, "loss_sem_seg": 0.27557982224971056, "lr": 0.01, "mask_rcnn/accuracy": 0.8886758507750927, "mask_rcnn/false_negative": 0.09372667187686912, "mask_rcnn/false_positive": 0.12603957857204126, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.25, "time": 0.7229492254555225, "total_loss": 1.5436937648846651} {"data_time": 0.009789034724235535, "eta_seconds": 60761.242234281264, "iteration": 185919, "loss_fcos_cls": 0.24023795989342034, "loss_fcos_ctr": 0.6189210650045425, "loss_fcos_loc": 0.19470680423546582, "loss_mask": 0.265576446428895, "loss_maskiou": 0.005720872955862433, "loss_sem_seg": 0.2336129522882402, "lr": 0.01, "mask_rcnn/accuracy": 0.8922658415217939, "mask_rcnn/false_negative": 0.09740332361650779, "mask_rcnn/false_positive": 0.12777806322538995, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.75, "time": 0.72713428363204, "total_loss": 1.5742379200637515} {"data_time": 0.01147899217903614, "eta_seconds": 60766.63668057136, "iteration": 185939, "loss_fcos_cls": 0.22283138253260404, "loss_fcos_ctr": 0.6152938352897763, "loss_fcos_loc": 0.17753474274650216, "loss_mask": 0.24090526159852743, "loss_maskiou": 0.0052857491973554716, "loss_sem_seg": 0.2629846269264817, "lr": 0.01, "mask_rcnn/accuracy": 0.8949117865257106, "mask_rcnn/false_negative": 0.08618468013712852, "mask_rcnn/false_positive": 0.12681557771092872, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.5, "time": 0.7300609331578016, "total_loss": 1.5467386943710153} {"data_time": 0.00982731208205223, "eta_seconds": 60750.689859759994, "iteration": 185959, "loss_fcos_cls": 0.23877100180834532, "loss_fcos_ctr": 0.6158528700470924, "loss_fcos_loc": 0.17643205856438726, "loss_mask": 0.2518487046472728, "loss_maskiou": 0.005336707239621319, "loss_sem_seg": 0.23012693086639047, "lr": 0.01, "mask_rcnn/accuracy": 0.9140878610216017, "mask_rcnn/false_negative": 0.084341507622303, "mask_rcnn/false_positive": 0.10451090980055824, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.75, "time": 0.728616108186543, "total_loss": 1.5288267243777227} {"data_time": 0.010420311242341995, "eta_seconds": 60726.65176929999, "iteration": 185979, "loss_fcos_cls": 0.2292620106600225, "loss_fcos_ctr": 0.618051883764565, "loss_fcos_loc": 0.1779827473219484, "loss_mask": 0.25289743673056364, "loss_maskiou": 0.005234175259829499, "loss_sem_seg": 0.2587143681012094, "lr": 0.01, "mask_rcnn/accuracy": 0.9056612669547623, "mask_rcnn/false_negative": 0.07048535154167343, "mask_rcnn/false_positive": 0.12323758866022194, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.0, "time": 0.7150187715888023, "total_loss": 1.5556870264044846} {"data_time": 0.010903380811214447, "eta_seconds": 60723.26343732141, "iteration": 185999, "loss_fcos_cls": 0.22865799081046134, "loss_fcos_ctr": 0.6206836625933647, "loss_fcos_loc": 0.18412637035362422, "loss_mask": 0.2597619974985719, "loss_maskiou": 0.005311254273692612, "loss_sem_seg": 0.2624204265885055, "lr": 0.01, "mask_rcnn/accuracy": 0.8780179744311518, "mask_rcnn/false_negative": 0.1234586431395467, "mask_rcnn/false_positive": 0.1360836625631873, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.732143278233707, "total_loss": 1.5807367227971554} {"data_time": 0.010217694565653801, "eta_seconds": 60708.805689571425, "iteration": 186019, "loss_fcos_cls": 0.24160653492435813, "loss_fcos_ctr": 0.6190168499015272, "loss_fcos_loc": 0.19664419768378139, "loss_mask": 0.26654525846242905, "loss_maskiou": 0.004917884845781373, "loss_sem_seg": 0.22854150575585663, "lr": 0.01, "mask_rcnn/accuracy": 0.8778824029611845, "mask_rcnn/false_negative": 0.10083488570149751, "mask_rcnn/false_positive": 0.14411983503105258, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.0, "time": 0.7201713155955076, "total_loss": 1.568942535261158} {"data_time": 0.010647640563547611, "eta_seconds": 60692.860286233015, "iteration": 186039, "loss_fcos_cls": 0.21938826120458543, "loss_fcos_ctr": 0.6130209355615079, "loss_fcos_loc": 0.18039466021582484, "loss_mask": 0.26085645658895373, "loss_maskiou": 0.005406559830589686, "loss_sem_seg": 0.2582986941561103, "lr": 0.01, "mask_rcnn/accuracy": 0.8868456632653061, "mask_rcnn/false_negative": 0.09157681108914913, "mask_rcnn/false_positive": 0.127163938297461, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7223294209688902, "total_loss": 1.5220823494528304} {"data_time": 0.010319681838154793, "eta_seconds": 60679.89019407146, "iteration": 186059, "loss_fcos_cls": 0.23029361374210566, "loss_fcos_ctr": 0.6176641136407852, "loss_fcos_loc": 0.18911252333782613, "loss_mask": 0.2539484230801463, "loss_maskiou": 0.005213560396441608, "loss_sem_seg": 0.23966707102954388, "lr": 0.01, "mask_rcnn/accuracy": 0.8889782252186589, "mask_rcnn/false_negative": 0.09373771526165048, "mask_rcnn/false_positive": 0.15158076049402977, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.25, "time": 0.7386304177343845, "total_loss": 1.5086901141548879} {"data_time": 0.010999266058206558, "eta_seconds": 60643.24180642143, "iteration": 186079, "loss_fcos_cls": 0.23191117029637098, "loss_fcos_ctr": 0.6203164318576455, "loss_fcos_loc": 0.18938573298510164, "loss_mask": 0.2538106720894575, "loss_maskiou": 0.005030016509408597, "loss_sem_seg": 0.24853490805253386, "lr": 0.01, "mask_rcnn/accuracy": 0.8882583170254403, "mask_rcnn/false_negative": 0.09053291382852038, "mask_rcnn/false_positive": 0.12170319894464511, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7263457896187901, "total_loss": 1.5573227634449722} {"data_time": 0.009815365076065063, "eta_seconds": 60628.789347130805, "iteration": 186099, "loss_fcos_cls": 0.23140448168851435, "loss_fcos_ctr": 0.6152158416807652, "loss_fcos_loc": 0.17384917428717017, "loss_mask": 0.24876290373504162, "loss_maskiou": 0.004709970758995041, "loss_sem_seg": 0.24504067050293088, "lr": 0.01, "mask_rcnn/accuracy": 0.8933449495869776, "mask_rcnn/false_negative": 0.08767418988623552, "mask_rcnn/false_positive": 0.11254309841915594, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 36.0, "time": 0.7293660985305905, "total_loss": 1.5443149990824168} {"data_time": 0.010414502583444118, "eta_seconds": 60635.03071270604, "iteration": 186119, "loss_fcos_cls": 0.23599037760868669, "loss_fcos_ctr": 0.6199230318889022, "loss_fcos_loc": 0.18883783114142716, "loss_mask": 0.2547478801570833, "loss_maskiou": 0.0050009567639790475, "loss_sem_seg": 0.2767111142165959, "lr": 0.01, "mask_rcnn/accuracy": 0.8858191497943051, "mask_rcnn/false_negative": 0.08132267753105746, "mask_rcnn/false_positive": 0.16005600193399233, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.25, "time": 0.73213716968894, "total_loss": 1.5756826153447037} {"data_time": 0.009972775354981422, "eta_seconds": 60599.88442854956, "iteration": 186139, "loss_fcos_cls": 0.22264785482548177, "loss_fcos_ctr": 0.6186802871525288, "loss_fcos_loc": 0.1817549365805462, "loss_mask": 0.25547970179468393, "loss_maskiou": 0.005221042447374202, "loss_sem_seg": 0.29627041751518846, "lr": 0.01, "mask_rcnn/accuracy": 0.8844065161029446, "mask_rcnn/false_negative": 0.08119348884897543, "mask_rcnn/false_positive": 0.1209180135511564, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 28.0, "time": 0.7198850903660059, "total_loss": 1.574740091797139} {"data_time": 0.01006168033927679, "eta_seconds": 60606.11592594255, "iteration": 186159, "loss_fcos_cls": 0.2335271390620619, "loss_fcos_ctr": 0.6185323409736156, "loss_fcos_loc": 0.18244637013413012, "loss_mask": 0.25195924285799265, "loss_maskiou": 0.004970657435478643, "loss_sem_seg": 0.2544873505830765, "lr": 0.01, "mask_rcnn/accuracy": 0.8878597073750135, "mask_rcnn/false_negative": 0.09009438883907006, "mask_rcnn/false_positive": 0.136879534932059, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7252520825713873, "total_loss": 1.5549342559315846} {"data_time": 0.010651807300746441, "eta_seconds": 60589.86078773439, "iteration": 186179, "loss_fcos_cls": 0.2313085439382121, "loss_fcos_ctr": 0.6188476178795099, "loss_fcos_loc": 0.1851428635418415, "loss_mask": 0.2560899229720235, "loss_maskiou": 0.00493698281388788, "loss_sem_seg": 0.2786505715921521, "lr": 0.01, "mask_rcnn/accuracy": 0.8681300746104894, "mask_rcnn/false_negative": 0.11374187430454039, "mask_rcnn/false_positive": 0.16801092902444506, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7228633211925626, "total_loss": 1.5654096680227667} {"data_time": 0.009579024277627468, "eta_seconds": 60575.403823301196, "iteration": 186199, "loss_fcos_cls": 0.2292666274588555, "loss_fcos_ctr": 0.6162224719300866, "loss_fcos_loc": 0.18263759242836386, "loss_mask": 0.25569328013807535, "loss_maskiou": 0.0049709177037584595, "loss_sem_seg": 0.25445789797231555, "lr": 0.01, "mask_rcnn/accuracy": 0.8965540199596322, "mask_rcnn/false_negative": 0.07262146167635658, "mask_rcnn/false_positive": 0.12360551017055837, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7156357867643237, "total_loss": 1.5543471273158502} {"data_time": 0.011070502921938896, "eta_seconds": 60562.743745797314, "iteration": 186219, "loss_fcos_cls": 0.23496836237609386, "loss_fcos_ctr": 0.6203569667413831, "loss_fcos_loc": 0.18430898885708302, "loss_mask": 0.25447704223915935, "loss_maskiou": 0.005753067749537877, "loss_sem_seg": 0.24366656015627086, "lr": 0.01, "mask_rcnn/accuracy": 0.8852389015951208, "mask_rcnn/false_negative": 0.10797993037779631, "mask_rcnn/false_positive": 0.13425245098039218, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.5, "time": 0.734204076230526, "total_loss": 1.5299614682153333} {"data_time": 0.010249163955450058, "eta_seconds": 60546.48989443481, "iteration": 186239, "loss_fcos_cls": 0.23295942600816488, "loss_fcos_ctr": 0.6225206651724875, "loss_fcos_loc": 0.19054088258417323, "loss_mask": 0.2532584499567747, "loss_maskiou": 0.005101446899061557, "loss_sem_seg": 0.2526076356880367, "lr": 0.01, "mask_rcnn/accuracy": 0.8899808029272316, "mask_rcnn/false_negative": 0.06535169485816021, "mask_rcnn/false_positive": 0.14390435710039312, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7359136464074254, "total_loss": 1.568885283995769} {"data_time": 0.011097881011664867, "eta_seconds": 60535.39273419231, "iteration": 186259, "loss_fcos_cls": 0.22045655152760446, "loss_fcos_ctr": 0.6160494070500135, "loss_fcos_loc": 0.18077470757998526, "loss_mask": 0.24723779316991568, "loss_maskiou": 0.0050082301095244475, "loss_sem_seg": 0.2583648581057787, "lr": 0.01, "mask_rcnn/accuracy": 0.9017886344098078, "mask_rcnn/false_negative": 0.0792067651259559, "mask_rcnn/false_positive": 0.1103695187921911, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.0, "time": 0.7350552398711443, "total_loss": 1.5560384962009266} {"data_time": 0.010719073005020618, "eta_seconds": 60517.57596556842, "iteration": 186279, "loss_fcos_cls": 0.22647775942459702, "loss_fcos_ctr": 0.6178230843506753, "loss_fcos_loc": 0.17950396216474473, "loss_mask": 0.24737281817942858, "loss_maskiou": 0.0051828320501954295, "loss_sem_seg": 0.24096945626661181, "lr": 0.01, "mask_rcnn/accuracy": 0.905444672627961, "mask_rcnn/false_negative": 0.08313314550484047, "mask_rcnn/false_positive": 0.10302213681200956, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.75, "time": 0.7343519665300846, "total_loss": 1.523013581521809} {"data_time": 0.009306284599006176, "eta_seconds": 60506.477200470865, "iteration": 186299, "loss_fcos_cls": 0.23124374682083726, "loss_fcos_ctr": 0.6182545749470592, "loss_fcos_loc": 0.18453621916705742, "loss_mask": 0.25418015755712986, "loss_maskiou": 0.005251295187918004, "loss_sem_seg": 0.24803700065240264, "lr": 0.01, "mask_rcnn/accuracy": 0.8789239924247138, "mask_rcnn/false_negative": 0.10029091202153197, "mask_rcnn/false_positive": 0.13416088770079496, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.75, "time": 0.7284226529300213, "total_loss": 1.5437316468378413} {"data_time": 0.011089541018009186, "eta_seconds": 60540.55197755527, "iteration": 186319, "loss_fcos_cls": 0.2326972980517894, "loss_fcos_ctr": 0.6148212719708681, "loss_fcos_loc": 0.17997437785379589, "loss_mask": 0.2548817624337971, "loss_maskiou": 0.005084437423647614, "loss_sem_seg": 0.25404572393745184, "lr": 0.01, "mask_rcnn/accuracy": 0.9004627033963768, "mask_rcnn/false_negative": 0.0894100833665028, "mask_rcnn/false_positive": 0.12342143826462873, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.75, "time": 0.7243123333901167, "total_loss": 1.562427915589069} {"data_time": 0.0102370735257864, "eta_seconds": 60477.26262752898, "iteration": 186339, "loss_fcos_cls": 0.22787430509924889, "loss_fcos_ctr": 0.616839749738574, "loss_fcos_loc": 0.18065122736152261, "loss_mask": 0.25985898170620203, "loss_maskiou": 0.00533320447357255, "loss_sem_seg": 0.25894937198609114, "lr": 0.01, "mask_rcnn/accuracy": 0.8927275928454564, "mask_rcnn/false_negative": 0.10756036224717014, "mask_rcnn/false_positive": 0.11323915092694081, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.0, "time": 0.7190002389252186, "total_loss": 1.5545349777676165} {"data_time": 0.01104296837002039, "eta_seconds": 60462.80493215658, "iteration": 186359, "loss_fcos_cls": 0.23009454068960622, "loss_fcos_ctr": 0.6164769679307938, "loss_fcos_loc": 0.17453986254986376, "loss_mask": 0.2556775864213705, "loss_maskiou": 0.004883162066107616, "loss_sem_seg": 0.24258705787360668, "lr": 0.01, "mask_rcnn/accuracy": 0.8802754987986252, "mask_rcnn/false_negative": 0.09087507333278327, "mask_rcnn/false_positive": 0.13720977566582385, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.0, "time": 0.7138438588008285, "total_loss": 1.5239150754350703} {"data_time": 0.010806716978549957, "eta_seconds": 60446.47387848701, "iteration": 186379, "loss_fcos_cls": 0.23691638180753216, "loss_fcos_ctr": 0.6188481766730547, "loss_fcos_loc": 0.18745685636531562, "loss_mask": 0.2663931669667363, "loss_maskiou": 0.005054442081018351, "loss_sem_seg": 0.2697023223154247, "lr": 0.01, "mask_rcnn/accuracy": 0.8978924235950538, "mask_rcnn/false_negative": 0.08495642049034527, "mask_rcnn/false_positive": 0.12470985241485374, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7136944197118282, "total_loss": 1.6070193490377278} {"data_time": 0.010260112583637238, "eta_seconds": 60428.33582337946, "iteration": 186399, "loss_fcos_cls": 0.24398545222356915, "loss_fcos_ctr": 0.6173236584290862, "loss_fcos_loc": 0.17964538000524044, "loss_mask": 0.24720113538205624, "loss_maskiou": 0.0050341483220108785, "loss_sem_seg": 0.2492119474336505, "lr": 0.01, "mask_rcnn/accuracy": 0.8922924118786795, "mask_rcnn/false_negative": 0.09216367249925675, "mask_rcnn/false_positive": 0.13697329109100462, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 37.25, "time": 0.7193388277664781, "total_loss": 1.5468194079003297} {"data_time": 0.009792115539312363, "eta_seconds": 60388.27860572655, "iteration": 186419, "loss_fcos_cls": 0.2398857860825956, "loss_fcos_ctr": 0.6196836177259684, "loss_fcos_loc": 0.19311004009796306, "loss_mask": 0.27222859486937523, "loss_maskiou": 0.005336604546755552, "loss_sem_seg": 0.24894733307883143, "lr": 0.01, "mask_rcnn/accuracy": 0.8770989337274275, "mask_rcnn/false_negative": 0.10535491794904356, "mask_rcnn/false_positive": 0.135717486122143, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7177987955510616, "total_loss": 1.5855984564914252} {"data_time": 0.009672334417700768, "eta_seconds": 60370.086982694454, "iteration": 186439, "loss_fcos_cls": 0.23327063512988389, "loss_fcos_ctr": 0.6190747735090554, "loss_fcos_loc": 0.18366106401663274, "loss_mask": 0.2740653557702899, "loss_maskiou": 0.005702282040147111, "loss_sem_seg": 0.24832137254998088, "lr": 0.01, "mask_rcnn/accuracy": 0.88692950240441, "mask_rcnn/false_negative": 0.09435277000530673, "mask_rcnn/false_positive": 0.13147065132269622, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7039428111165762, "total_loss": 1.580930834505125} {"data_time": 0.009706592187285423, "eta_seconds": 60308.158212220296, "iteration": 186459, "loss_fcos_cls": 0.22772919805720448, "loss_fcos_ctr": 0.6167003493756056, "loss_fcos_loc": 0.18017923820298165, "loss_mask": 0.2612426416017115, "loss_maskiou": 0.0057927355519495904, "loss_sem_seg": 0.2617423478513956, "lr": 0.01, "mask_rcnn/accuracy": 0.9017384406042375, "mask_rcnn/false_negative": 0.08198359299800717, "mask_rcnn/false_positive": 0.1297899131387398, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7136815441772342, "total_loss": 1.5417039769308758} {"data_time": 0.010590479709208012, "eta_seconds": 60307.48545493465, "iteration": 186479, "loss_fcos_cls": 0.23783623531926423, "loss_fcos_ctr": 0.6149977566674352, "loss_fcos_loc": 0.17827751964796335, "loss_mask": 0.25923134153708816, "loss_maskiou": 0.005280300036247354, "loss_sem_seg": 0.2284650346264243, "lr": 0.01, "mask_rcnn/accuracy": 0.8826647021259613, "mask_rcnn/false_negative": 0.09277996509011283, "mask_rcnn/false_positive": 0.1304658056589788, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.5, "time": 0.7109579471871257, "total_loss": 1.5485215515363961} {"data_time": 0.009404828771948814, "eta_seconds": 60309.84109316673, "iteration": 186499, "loss_fcos_cls": 0.22965506615582854, "loss_fcos_ctr": 0.6179213924333453, "loss_fcos_loc": 0.18344433489255607, "loss_mask": 0.272156429477036, "loss_maskiou": 0.005669563470291905, "loss_sem_seg": 0.2762723881751299, "lr": 0.01, "mask_rcnn/accuracy": 0.8683562252413438, "mask_rcnn/false_negative": 0.1268195130085863, "mask_rcnn/false_positive": 0.14044299488835782, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.5, "time": 0.6978572411462665, "total_loss": 1.597710530328186} {"data_time": 0.009434495121240616, "eta_seconds": 60295.39579524379, "iteration": 186519, "loss_fcos_cls": 0.23803630599286407, "loss_fcos_ctr": 0.6196245728060603, "loss_fcos_loc": 0.17988724820315838, "loss_mask": 0.2591903964057565, "loss_maskiou": 0.005123055932926945, "loss_sem_seg": 0.29333864245563745, "lr": 0.01, "mask_rcnn/accuracy": 0.9013906094352635, "mask_rcnn/false_negative": 0.08988041230162314, "mask_rcnn/false_positive": 0.11611047529029259, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.25, "time": 0.7228679582476616, "total_loss": 1.5628255938609072} {"data_time": 0.00986746046692133, "eta_seconds": 60250.406298106536, "iteration": 186539, "loss_fcos_cls": 0.23438935168087482, "loss_fcos_ctr": 0.6179337939247489, "loss_fcos_loc": 0.1855786789674312, "loss_mask": 0.26205461006611586, "loss_maskiou": 0.005689327295840485, "loss_sem_seg": 0.2561763513367623, "lr": 0.01, "mask_rcnn/accuracy": 0.8829351412696226, "mask_rcnn/false_negative": 0.09748668006555457, "mask_rcnn/false_positive": 0.15301689841554372, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.0, "time": 0.7104055266827345, "total_loss": 1.5967558170050324} {"data_time": 0.009717975743114948, "eta_seconds": 60276.63476137165, "iteration": 186559, "loss_fcos_cls": 0.23651811247691512, "loss_fcos_ctr": 0.6167173162102699, "loss_fcos_loc": 0.19151200586929917, "loss_mask": 0.24349201656877995, "loss_maskiou": 0.004979397333954694, "loss_sem_seg": 0.2577695595100522, "lr": 0.01, "mask_rcnn/accuracy": 0.8925719246031747, "mask_rcnn/false_negative": 0.08132177896311163, "mask_rcnn/false_positive": 0.1269380591074865, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.75, "time": 0.7259573852643371, "total_loss": 1.5476207677129423} {"data_time": 0.011043064296245575, "eta_seconds": 60262.18703549076, "iteration": 186579, "loss_fcos_cls": 0.23333829944022, "loss_fcos_ctr": 0.6181793371215463, "loss_fcos_loc": 0.18644929784932174, "loss_mask": 0.26776684634387493, "loss_maskiou": 0.0052052160681341775, "loss_sem_seg": 0.27665663277730346, "lr": 0.01, "mask_rcnn/accuracy": 0.883139748573422, "mask_rcnn/false_negative": 0.09179182406271416, "mask_rcnn/false_positive": 0.1273051914821694, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7278592614457011, "total_loss": 1.5763000210135942} {"data_time": 0.009885124862194061, "eta_seconds": 60254.492220577784, "iteration": 186599, "loss_fcos_cls": 0.2371193845756352, "loss_fcos_ctr": 0.6166462856344879, "loss_fcos_loc": 0.17936560593079776, "loss_mask": 0.24221987323835492, "loss_maskiou": 0.005236670745944139, "loss_sem_seg": 0.25638134963810444, "lr": 0.01, "mask_rcnn/accuracy": 0.8770891684455261, "mask_rcnn/false_negative": 0.09005810737070875, "mask_rcnn/false_positive": 0.14307944964515285, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.25, "time": 0.7187036285176873, "total_loss": 1.554452578231576} {"data_time": 0.010354509577155113, "eta_seconds": 60240.0428753132, "iteration": 186619, "loss_fcos_cls": 0.23892994434572756, "loss_fcos_ctr": 0.6198032107204199, "loss_fcos_loc": 0.18536722986027598, "loss_mask": 0.24195192474871874, "loss_maskiou": 0.004439290372829419, "loss_sem_seg": 0.25941671058535576, "lr": 0.01, "mask_rcnn/accuracy": 0.8869160000334013, "mask_rcnn/false_negative": 0.0795614268250496, "mask_rcnn/false_positive": 0.1247136934339636, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7160761067643762, "total_loss": 1.5523775769033819} {"data_time": 0.010516376234591007, "eta_seconds": 60211.15416918788, "iteration": 186639, "loss_fcos_cls": 0.22337422298733145, "loss_fcos_ctr": 0.6187101546674967, "loss_fcos_loc": 0.17925450508482754, "loss_mask": 0.26357841212302446, "loss_maskiou": 0.004835886815271806, "loss_sem_seg": 0.23374615097418427, "lr": 0.01, "mask_rcnn/accuracy": 0.8774029376707948, "mask_rcnn/false_negative": 0.11043527821275864, "mask_rcnn/false_positive": 0.09383551671867016, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 32.5, "time": 0.7215184532105923, "total_loss": 1.5461418536579004} {"data_time": 0.009983036667108536, "eta_seconds": 60204.396131967194, "iteration": 186659, "loss_fcos_cls": 0.22891181334853172, "loss_fcos_ctr": 0.6167659843340516, "loss_fcos_loc": 0.17946564871817827, "loss_mask": 0.26545785553753376, "loss_maskiou": 0.005484018256538548, "loss_sem_seg": 0.26323213148862123, "lr": 0.01, "mask_rcnn/accuracy": 0.8860612972366829, "mask_rcnn/false_negative": 0.09737047630805992, "mask_rcnn/false_positive": 0.13801703794345618, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.5, "time": 0.7295720456168056, "total_loss": 1.5647051878404454} {"data_time": 0.010431374423205853, "eta_seconds": 60189.9484060863, "iteration": 186679, "loss_fcos_cls": 0.2351292371749878, "loss_fcos_ctr": 0.6159925311803818, "loss_fcos_loc": 0.18306063499767333, "loss_mask": 0.25957775581628084, "loss_maskiou": 0.004805066761036869, "loss_sem_seg": 0.2521243756636977, "lr": 0.01, "mask_rcnn/accuracy": 0.8871008532723434, "mask_rcnn/false_negative": 0.09212573927697137, "mask_rcnn/false_positive": 0.11557372942799743, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.0, "time": 0.7319287192076445, "total_loss": 1.5536899897233525} {"data_time": 0.009375322610139847, "eta_seconds": 60167.81652628351, "iteration": 186699, "loss_fcos_cls": 0.23298494587652385, "loss_fcos_ctr": 0.6196325104683638, "loss_fcos_loc": 0.1898119100369513, "loss_mask": 0.26596254017204046, "loss_maskiou": 0.00535348174162209, "loss_sem_seg": 0.25069776782765985, "lr": 0.01, "mask_rcnn/accuracy": 0.8654115291950113, "mask_rcnn/false_negative": 0.11805486812506812, "mask_rcnn/false_positive": 0.156535097974724, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 36.0, "time": 0.697232854552567, "total_loss": 1.5474588568977197} {"data_time": 0.011279967613518238, "eta_seconds": 60161.05295432452, "iteration": 186719, "loss_fcos_cls": 0.24798915442079306, "loss_fcos_ctr": 0.6182659734040499, "loss_fcos_loc": 0.1849081217078492, "loss_mask": 0.2624798007309437, "loss_maskiou": 0.0055518318913527764, "loss_sem_seg": 0.22933010151609778, "lr": 0.01, "mask_rcnn/accuracy": 0.8875069339533566, "mask_rcnn/false_negative": 0.08909246968014928, "mask_rcnn/false_positive": 0.13519584369114646, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.75, "time": 0.7241572076454759, "total_loss": 1.5619057787844213} {"data_time": 0.010281873866915703, "eta_seconds": 60160.86830498185, "iteration": 186739, "loss_fcos_cls": 0.24597810441628098, "loss_fcos_ctr": 0.6173061216250062, "loss_fcos_loc": 0.1922366009093821, "loss_mask": 0.2621193155646324, "loss_maskiou": 0.005677638062479673, "loss_sem_seg": 0.24606947414577007, "lr": 0.01, "mask_rcnn/accuracy": 0.8908292825326851, "mask_rcnn/false_negative": 0.08578804127691464, "mask_rcnn/false_positive": 0.12862931045145087, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.25, "time": 0.7287077633664012, "total_loss": 1.5793575834832154} {"data_time": 0.010258194990456104, "eta_seconds": 60146.417152988724, "iteration": 186759, "loss_fcos_cls": 0.2382789223920554, "loss_fcos_ctr": 0.6201077233999968, "loss_fcos_loc": 0.1867580902762711, "loss_mask": 0.25905271992087364, "loss_maskiou": 0.006437220145016909, "loss_sem_seg": 0.25035513821057975, "lr": 0.01, "mask_rcnn/accuracy": 0.865441870558472, "mask_rcnn/false_negative": 0.11789344431019824, "mask_rcnn/false_positive": 0.16740620186015148, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7313930569216609, "total_loss": 1.5699575338585419} {"data_time": 0.01118583045899868, "eta_seconds": 60146.31887478754, "iteration": 186779, "loss_fcos_cls": 0.2363557331264019, "loss_fcos_ctr": 0.6166977803222835, "loss_fcos_loc": 0.18193777988199145, "loss_mask": 0.25436694733798504, "loss_maskiou": 0.0055602393913432024, "loss_sem_seg": 0.2656732560135424, "lr": 0.01, "mask_rcnn/accuracy": 0.8823925643904411, "mask_rcnn/false_negative": 0.08167456194822567, "mask_rcnn/false_positive": 0.15272020971289843, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.0, "time": 0.7345527075231075, "total_loss": 1.5909774491738062} {"data_time": 0.010333499871194363, "eta_seconds": 60152.54515818786, "iteration": 186799, "loss_fcos_cls": 0.24056245782412589, "loss_fcos_ctr": 0.6199377835728228, "loss_fcos_loc": 0.18548982217907906, "loss_mask": 0.26171473739668727, "loss_maskiou": 0.005972233928332571, "loss_sem_seg": 0.26408443599939346, "lr": 0.01, "mask_rcnn/accuracy": 0.8814987219171655, "mask_rcnn/false_negative": 0.11022160774112641, "mask_rcnn/false_positive": 0.12539464169311546, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7293488858267665, "total_loss": 1.558832265844103} {"data_time": 0.010906646028161049, "eta_seconds": 60128.41443759855, "iteration": 186819, "loss_fcos_cls": 0.23778499383479357, "loss_fcos_ctr": 0.618485520593822, "loss_fcos_loc": 0.1877407538704574, "loss_mask": 0.260310348123312, "loss_maskiou": 0.005252540242508985, "loss_sem_seg": 0.24213248235173523, "lr": 0.01, "mask_rcnn/accuracy": 0.8892788107511046, "mask_rcnn/false_negative": 0.0834764474110753, "mask_rcnn/false_positive": 0.13184739367892484, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.0, "time": 0.7049901448190212, "total_loss": 1.5686382818821585} {"data_time": 0.011822438798844814, "eta_seconds": 60113.95719028544, "iteration": 186839, "loss_fcos_cls": 0.242852620780468, "loss_fcos_ctr": 0.6194462683051825, "loss_fcos_loc": 0.17861132451798767, "loss_mask": 0.2536303773522377, "loss_maskiou": 0.0056742706801742315, "loss_sem_seg": 0.24979752872604877, "lr": 0.01, "mask_rcnn/accuracy": 0.8993005662252493, "mask_rcnn/false_negative": 0.08241123885857976, "mask_rcnn/false_positive": 0.1387412693906805, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 33.5, "time": 0.7213652487844229, "total_loss": 1.5515299393446185} {"data_time": 0.010782169178128242, "eta_seconds": 60099.579387270845, "iteration": 186859, "loss_fcos_cls": 0.2304991204291582, "loss_fcos_ctr": 0.6178118297830224, "loss_fcos_loc": 0.18147478671744466, "loss_mask": 0.24731024634093046, "loss_maskiou": 0.004431993558682734, "loss_sem_seg": 0.24136017402634025, "lr": 0.01, "mask_rcnn/accuracy": 0.8994800403037928, "mask_rcnn/false_negative": 0.07963608116707868, "mask_rcnn/false_positive": 0.12226067114990433, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.0, "time": 0.7217358676716685, "total_loss": 1.5243413937023433} {"data_time": 0.009780827909708023, "eta_seconds": 60081.38302143663, "iteration": 186879, "loss_fcos_cls": 0.23405250534415245, "loss_fcos_ctr": 0.6196332462131977, "loss_fcos_loc": 0.18489234591834247, "loss_mask": 0.2528738686814904, "loss_maskiou": 0.00499748793663457, "loss_sem_seg": 0.2652683318592608, "lr": 0.01, "mask_rcnn/accuracy": 0.8935855762900694, "mask_rcnn/false_negative": 0.09543302929684323, "mask_rcnn/false_positive": 0.1112236638726476, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.7250604033470154, "total_loss": 1.5929076488537248} {"data_time": 0.01021455880254507, "eta_seconds": 60048.119720050134, "iteration": 186899, "loss_fcos_cls": 0.23697473295032978, "loss_fcos_ctr": 0.6159221353009343, "loss_fcos_loc": 0.18989383662119508, "loss_mask": 0.2640730869024992, "loss_maskiou": 0.00588361952395644, "loss_sem_seg": 0.281546400859952, "lr": 0.01, "mask_rcnn/accuracy": 0.873039337686294, "mask_rcnn/false_negative": 0.11969806078880417, "mask_rcnn/false_positive": 0.15599717777071476, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.7199287265539169, "total_loss": 1.5942811661589076} {"data_time": 0.009660373441874981, "eta_seconds": 60023.63780838251, "iteration": 186919, "loss_fcos_cls": 0.2319592593703419, "loss_fcos_ctr": 0.6151844635605812, "loss_fcos_loc": 0.17579162365291268, "loss_mask": 0.2529617641121149, "loss_maskiou": 0.005171297205379233, "loss_sem_seg": 0.27063951757736504, "lr": 0.01, "mask_rcnn/accuracy": 0.8788528051670106, "mask_rcnn/false_negative": 0.09740180941093576, "mask_rcnn/false_positive": 0.14970753433752176, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7174619194120169, "total_loss": 1.5456081229604024} {"data_time": 0.009212998673319817, "eta_seconds": 60002.12796963472, "iteration": 186939, "loss_fcos_cls": 0.24114081030711532, "loss_fcos_ctr": 0.6184478672221303, "loss_fcos_loc": 0.19439127843361348, "loss_mask": 0.2628344940021634, "loss_maskiou": 0.005140287390531739, "loss_sem_seg": 0.250911254202947, "lr": 0.01, "mask_rcnn/accuracy": 0.8938873430219749, "mask_rcnn/false_negative": 0.0905839635375091, "mask_rcnn/false_positive": 0.10968081309897809, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.5, "time": 0.7287921076640487, "total_loss": 1.5758783432538621} {"data_time": 0.010437242686748505, "eta_seconds": 59976.385189675726, "iteration": 186959, "loss_fcos_cls": 0.2506799295078963, "loss_fcos_ctr": 0.6189555581659079, "loss_fcos_loc": 0.19590039731701836, "loss_mask": 0.24860879546031356, "loss_maskiou": 0.005570473349507665, "loss_sem_seg": 0.28639763640239835, "lr": 0.01, "mask_rcnn/accuracy": 0.8799778227636496, "mask_rcnn/false_negative": 0.1095478790696399, "mask_rcnn/false_positive": 0.14771903387010166, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7135159429162741, "total_loss": 1.6384602910547983} {"data_time": 0.010368644259870052, "eta_seconds": 59980.289530575275, "iteration": 186979, "loss_fcos_cls": 0.26037874817848206, "loss_fcos_ctr": 0.6199522260576487, "loss_fcos_loc": 0.18239441723562777, "loss_mask": 0.24714991450309753, "loss_maskiou": 0.005171944918402005, "loss_sem_seg": 0.2807922132778913, "lr": 0.01, "mask_rcnn/accuracy": 0.8921796679197995, "mask_rcnn/false_negative": 0.09290194901523574, "mask_rcnn/false_positive": 0.1380934110694299, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.25, "time": 0.7420272910967469, "total_loss": 1.601874355234031} {"data_time": 0.009545793756842613, "eta_seconds": 59958.784791992046, "iteration": 186999, "loss_fcos_cls": 0.23435300635173917, "loss_fcos_ctr": 0.6196119380183518, "loss_fcos_loc": 0.18535009678453207, "loss_mask": 0.25424917973577976, "loss_maskiou": 0.005478446531924419, "loss_sem_seg": 0.27888131281360984, "lr": 0.01, "mask_rcnn/accuracy": 0.888880506470881, "mask_rcnn/false_negative": 0.0943260978419137, "mask_rcnn/false_positive": 0.1247523143336677, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.75, "time": 0.7278332943096757, "total_loss": 1.5913241320522502} {"data_time": 0.009501557797193527, "eta_seconds": 59960.24496372696, "iteration": 187019, "loss_fcos_cls": 0.2471924175042659, "loss_fcos_ctr": 0.6157044470310211, "loss_fcos_loc": 0.1803371919086203, "loss_mask": 0.24071762803941965, "loss_maskiou": 0.005169863150513265, "loss_sem_seg": 0.27138287166599184, "lr": 0.01, "mask_rcnn/accuracy": 0.9025354308390023, "mask_rcnn/false_negative": 0.07888639678260484, "mask_rcnn/false_positive": 0.11259267590689295, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.25, "time": 0.7392263729125261, "total_loss": 1.5640874336186243} {"data_time": 0.010333064943552017, "eta_seconds": 59951.79592407122, "iteration": 187039, "loss_fcos_cls": 0.234544932609424, "loss_fcos_ctr": 0.6186586106196046, "loss_fcos_loc": 0.18233195855282247, "loss_mask": 0.2540420941077173, "loss_maskiou": 0.005702762995497324, "loss_sem_seg": 0.23433030699379742, "lr": 0.01, "mask_rcnn/accuracy": 0.8792273374867188, "mask_rcnn/false_negative": 0.08338295680580561, "mask_rcnn/false_positive": 0.15305598042622554, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7259783875197172, "total_loss": 1.5303751417632157} {"data_time": 0.009836103767156601, "eta_seconds": 59922.491826832294, "iteration": 187059, "loss_fcos_cls": 0.2295679709641263, "loss_fcos_ctr": 0.6200487758032978, "loss_fcos_loc": 0.19948545726947486, "loss_mask": 0.269392398186028, "loss_maskiou": 0.00535306308302097, "loss_sem_seg": 0.2741897474043071, "lr": 0.01, "mask_rcnn/accuracy": 0.8981965842990688, "mask_rcnn/false_negative": 0.07707201486191781, "mask_rcnn/false_positive": 0.11739668521260242, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.708943017758429, "total_loss": 1.5851304530224297} {"data_time": 0.010016023181378841, "eta_seconds": 59889.715156526305, "iteration": 187079, "loss_fcos_cls": 0.23938930011354387, "loss_fcos_ctr": 0.6179777253419161, "loss_fcos_loc": 0.19206148106604815, "loss_mask": 0.26211569271981716, "loss_maskiou": 0.005355533096008003, "loss_sem_seg": 0.265437301248312, "lr": 0.01, "mask_rcnn/accuracy": 0.8850926327977999, "mask_rcnn/false_negative": 0.09460706161157342, "mask_rcnn/false_positive": 0.1370480032153136, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7185383271425962, "total_loss": 1.5967678690794855} {"data_time": 0.010629124008119106, "eta_seconds": 59875.2701510014, "iteration": 187099, "loss_fcos_cls": 0.23967388190794736, "loss_fcos_ctr": 0.6177954524755478, "loss_fcos_loc": 0.18353992863558233, "loss_mask": 0.24367946851998568, "loss_maskiou": 0.004748089115309995, "loss_sem_seg": 0.2331441545393318, "lr": 0.01, "mask_rcnn/accuracy": 0.9052202657883077, "mask_rcnn/false_negative": 0.08954372780936687, "mask_rcnn/false_positive": 0.09804267111191009, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 28.25, "time": 0.731002314016223, "total_loss": 1.55501417070991} {"data_time": 0.01091458648443222, "eta_seconds": 59860.8251454765, "iteration": 187119, "loss_fcos_cls": 0.24877948965877295, "loss_fcos_ctr": 0.6192420218139887, "loss_fcos_loc": 0.19048307370394468, "loss_mask": 0.25491559132933617, "loss_maskiou": 0.005228714479017071, "loss_sem_seg": 0.2421133117750287, "lr": 0.01, "mask_rcnn/accuracy": 0.8963311126815591, "mask_rcnn/false_negative": 0.09788299612866808, "mask_rcnn/false_positive": 0.10319567932039468, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.5, "time": 0.7249474804848433, "total_loss": 1.5647408895092667} {"data_time": 0.009806730784475803, "eta_seconds": 59854.14308827743, "iteration": 187139, "loss_fcos_cls": 0.24369716341607273, "loss_fcos_ctr": 0.6196285495534539, "loss_fcos_loc": 0.18894063378684223, "loss_mask": 0.2536989329382777, "loss_maskiou": 0.005665912583936006, "loss_sem_seg": 0.2825840055011213, "lr": 0.01, "mask_rcnn/accuracy": 0.8756866877185657, "mask_rcnn/false_negative": 0.10646231117245611, "mask_rcnn/false_positive": 0.14598032817748383, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.0, "time": 0.7282087840139866, "total_loss": 1.566055853414582} {"data_time": 0.010168108157813549, "eta_seconds": 59831.93513442669, "iteration": 187159, "loss_fcos_cls": 0.24291004217229784, "loss_fcos_ctr": 0.6188450586050749, "loss_fcos_loc": 0.1897900098701939, "loss_mask": 0.259093270637095, "loss_maskiou": 0.0061230315986904316, "loss_sem_seg": 0.26013747975230217, "lr": 0.01, "mask_rcnn/accuracy": 0.8963706172124022, "mask_rcnn/false_negative": 0.0871611302488644, "mask_rcnn/false_positive": 0.1283626244220024, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7128776833415031, "total_loss": 1.592991473757138} {"data_time": 0.010316070169210434, "eta_seconds": 59817.49012890179, "iteration": 187179, "loss_fcos_cls": 0.23816210497170687, "loss_fcos_ctr": 0.6199090390000492, "loss_fcos_loc": 0.18481880513718352, "loss_mask": 0.26079107727855444, "loss_maskiou": 0.005195107783947606, "loss_sem_seg": 0.2673820105846971, "lr": 0.01, "mask_rcnn/accuracy": 0.886788930315716, "mask_rcnn/false_negative": 0.09095168194113942, "mask_rcnn/false_positive": 0.13478119572913197, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.7292672656476498, "total_loss": 1.5719711950951023} {"data_time": 0.009915552102029324, "eta_seconds": 59810.802450519055, "iteration": 187199, "loss_fcos_cls": 0.23294017859734595, "loss_fcos_ctr": 0.6158209783025086, "loss_fcos_loc": 0.17729145800694823, "loss_mask": 0.25910101272165775, "loss_maskiou": 0.005813207942992449, "loss_sem_seg": 0.2616740926168859, "lr": 0.01, "mask_rcnn/accuracy": 0.8909084467120181, "mask_rcnn/false_negative": 0.09871642545188153, "mask_rcnn/false_positive": 0.13311309220352402, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.25, "time": 0.7236343082040548, "total_loss": 1.5604350128414808} {"data_time": 0.009550732560455799, "eta_seconds": 59796.355571266264, "iteration": 187219, "loss_fcos_cls": 0.23192651983117685, "loss_fcos_ctr": 0.6200824403204024, "loss_fcos_loc": 0.18742800853215158, "loss_mask": 0.25622438127174973, "loss_maskiou": 0.004899311265035067, "loss_sem_seg": 0.25327920261770487, "lr": 0.01, "mask_rcnn/accuracy": 0.9041362973760934, "mask_rcnn/false_negative": 0.06280863662939284, "mask_rcnn/false_positive": 0.1215666136498699, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.25, "time": 0.7339455494657159, "total_loss": 1.5921931140619563} {"data_time": 0.009857404977083206, "eta_seconds": 59781.90869201347, "iteration": 187239, "loss_fcos_cls": 0.23459368548355997, "loss_fcos_ctr": 0.6184536395594478, "loss_fcos_loc": 0.18424780224449933, "loss_mask": 0.2638312838971615, "loss_maskiou": 0.005019333599193487, "loss_sem_seg": 0.282575243152678, "lr": 0.01, "mask_rcnn/accuracy": 0.8814140107479795, "mask_rcnn/false_negative": 0.08164472845209828, "mask_rcnn/false_positive": 0.14035386098690122, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 31.25, "time": 0.7488641375675797, "total_loss": 1.5629975470001227} {"data_time": 0.009312492795288563, "eta_seconds": 59737.59776738845, "iteration": 187259, "loss_fcos_cls": 0.2372307456098497, "loss_fcos_ctr": 0.6174880946055055, "loss_fcos_loc": 0.17828324798028916, "loss_mask": 0.25783689972013235, "loss_maskiou": 0.0052958599117118865, "loss_sem_seg": 0.2810715101659298, "lr": 0.01, "mask_rcnn/accuracy": 0.8885003177095013, "mask_rcnn/false_negative": 0.10473193602654246, "mask_rcnn/false_positive": 0.12253444090817557, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.75, "time": 0.7113341046497226, "total_loss": 1.5928586624213494} {"data_time": 0.009768457151949406, "eta_seconds": 59712.1085771434, "iteration": 187279, "loss_fcos_cls": 0.24353850982151926, "loss_fcos_ctr": 0.6208988334983587, "loss_fcos_loc": 0.18860812752973288, "loss_mask": 0.25420858617872, "loss_maskiou": 0.0054892821426619776, "loss_sem_seg": 0.2685323759797029, "lr": 0.01, "mask_rcnn/accuracy": 0.8794818141126126, "mask_rcnn/false_negative": 0.09503511376928003, "mask_rcnn/false_positive": 0.13871787443001227, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7296789037063718, "total_loss": 1.6157720348710427} {"data_time": 0.009560712613165379, "eta_seconds": 59697.67158808932, "iteration": 187299, "loss_fcos_cls": 0.22413220442831516, "loss_fcos_ctr": 0.617415867280215, "loss_fcos_loc": 0.17221978527959436, "loss_mask": 0.2425588285550475, "loss_maskiou": 0.005144121700141113, "loss_sem_seg": 0.24192178715020418, "lr": 0.01, "mask_rcnn/accuracy": 0.8989255846419565, "mask_rcnn/false_negative": 0.07703553890430381, "mask_rcnn/false_positive": 0.11855287296407693, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.25, "time": 0.7279064990580082, "total_loss": 1.5575138630520087} {"data_time": 0.010120919905602932, "eta_seconds": 59651.61899195053, "iteration": 187319, "loss_fcos_cls": 0.2384359531570226, "loss_fcos_ctr": 0.6178957652300596, "loss_fcos_loc": 0.19024277362041175, "loss_mask": 0.26591847464442253, "loss_maskiou": 0.005076818459201604, "loss_sem_seg": 0.2761882091872394, "lr": 0.01, "mask_rcnn/accuracy": 0.9032649178764737, "mask_rcnn/false_negative": 0.105206581812233, "mask_rcnn/false_positive": 0.12276519324436364, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7027110550552607, "total_loss": 1.6215217171848053} {"data_time": 0.010091925039887428, "eta_seconds": 59629.91950727347, "iteration": 187339, "loss_fcos_cls": 0.2331224896479398, "loss_fcos_ctr": 0.6178884766995907, "loss_fcos_loc": 0.1766800358891487, "loss_mask": 0.2446639919653535, "loss_maskiou": 0.004997243691832409, "loss_sem_seg": 0.2597789536230266, "lr": 0.01, "mask_rcnn/accuracy": 0.8955624392614189, "mask_rcnn/false_negative": 0.08514711562801247, "mask_rcnn/false_positive": 0.15278218073672517, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 30.25, "time": 0.7168443612754345, "total_loss": 1.5605547382001532} {"data_time": 0.010180885903537273, "eta_seconds": 59636.52526815981, "iteration": 187359, "loss_fcos_cls": 0.24319542269222438, "loss_fcos_ctr": 0.6197768114507198, "loss_fcos_loc": 0.19380618422292173, "loss_mask": 0.2719496050849557, "loss_maskiou": 0.00523273093131138, "loss_sem_seg": 0.31113690650090575, "lr": 0.01, "mask_rcnn/accuracy": 0.877654587476016, "mask_rcnn/false_negative": 0.09164479821042501, "mask_rcnn/false_positive": 0.13786785647594724, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7347110267728567, "total_loss": 1.6346545640262775} {"data_time": 0.010945841670036316, "eta_seconds": 59664.191576106474, "iteration": 187379, "loss_fcos_cls": 0.2500895152334124, "loss_fcos_ctr": 0.6208152216859162, "loss_fcos_loc": 0.1973219693172723, "loss_mask": 0.2630809647962451, "loss_maskiou": 0.005135006766067818, "loss_sem_seg": 0.26065773656591773, "lr": 0.01, "mask_rcnn/accuracy": 0.8787784616390366, "mask_rcnn/false_negative": 0.11114006724051989, "mask_rcnn/false_positive": 0.11706768115785773, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7284671682864428, "total_loss": 1.6210078163494472} {"data_time": 0.012652380391955376, "eta_seconds": 59658.59506812785, "iteration": 187399, "loss_fcos_cls": 0.23634931177366525, "loss_fcos_ctr": 0.617397187743336, "loss_fcos_loc": 0.19214329641545191, "loss_mask": 0.2529434161260724, "loss_maskiou": 0.004790086764842272, "loss_sem_seg": 0.25152708892710507, "lr": 0.01, "mask_rcnn/accuracy": 0.8809894468130512, "mask_rcnn/false_negative": 0.08863874222804928, "mask_rcnn/false_positive": 0.13819042296779727, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 41.75, "time": 0.7229187013581395, "total_loss": 1.5420333477995882} {"data_time": 0.010856124572455883, "eta_seconds": 59654.58022807259, "iteration": 187419, "loss_fcos_cls": 0.24213318852707744, "loss_fcos_ctr": 0.6187251852825284, "loss_fcos_loc": 0.19325741659849882, "loss_mask": 0.2679557711817324, "loss_maskiou": 0.005567514643189497, "loss_sem_seg": 0.27243523951619864, "lr": 0.01, "mask_rcnn/accuracy": 0.8965858168664291, "mask_rcnn/false_negative": 0.09683446433950924, "mask_rcnn/false_positive": 0.11348772404134147, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.75, "time": 0.7306301621720195, "total_loss": 1.600366199563723} {"data_time": 0.010265610180795193, "eta_seconds": 59647.47278091125, "iteration": 187439, "loss_fcos_cls": 0.23509696242399514, "loss_fcos_ctr": 0.6166816670447588, "loss_fcos_loc": 0.1851723426952958, "loss_mask": 0.2563501447439194, "loss_maskiou": 0.005479702485899907, "loss_sem_seg": 0.25429647299461067, "lr": 0.01, "mask_rcnn/accuracy": 0.8923101383410508, "mask_rcnn/false_negative": 0.09119569994596814, "mask_rcnn/false_positive": 0.13358720763303947, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 24.5, "time": 0.7174462769180536, "total_loss": 1.5580619526444934} {"data_time": 0.010069800540804863, "eta_seconds": 59633.02347124182, "iteration": 187459, "loss_fcos_cls": 0.2373263668268919, "loss_fcos_ctr": 0.6172204008325934, "loss_fcos_loc": 0.19532313977833837, "loss_mask": 0.26838705223053694, "loss_maskiou": 0.0052654278006230015, "loss_sem_seg": 0.2665738957002759, "lr": 0.01, "mask_rcnn/accuracy": 0.8684081913646655, "mask_rcnn/false_negative": 0.10984547031589634, "mask_rcnn/false_positive": 0.1500269704467163, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.0, "time": 0.7131278766319156, "total_loss": 1.5945180776434427} {"data_time": 0.010124057531356812, "eta_seconds": 59648.17581286188, "iteration": 187479, "loss_fcos_cls": 0.2470229221507907, "loss_fcos_ctr": 0.6169308237731457, "loss_fcos_loc": 0.1867278034624178, "loss_mask": 0.27312191016972065, "loss_maskiou": 0.005923420918406919, "loss_sem_seg": 0.3017215644940734, "lr": 0.01, "mask_rcnn/accuracy": 0.879369381681244, "mask_rcnn/false_negative": 0.09988707390006159, "mask_rcnn/false_positive": 0.11334642148748304, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7453275006264448, "total_loss": 1.6218670321250102} {"data_time": 0.010289226658642292, "eta_seconds": 59735.64209005702, "iteration": 187499, "loss_fcos_cls": 0.25028756668325514, "loss_fcos_ctr": 0.6168504441156983, "loss_fcos_loc": 0.18442045897245407, "loss_mask": 0.26307620434090495, "loss_maskiou": 0.00637075736085535, "loss_sem_seg": 0.28547354647889733, "lr": 0.01, "mask_rcnn/accuracy": 0.8998312768197764, "mask_rcnn/false_negative": 0.08991747136077033, "mask_rcnn/false_positive": 0.10022672805291258, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.0, "time": 0.738305414095521, "total_loss": 1.5989296145562548} {"data_time": 0.010244650766253471, "eta_seconds": 59749.55124701932, "iteration": 187519, "loss_fcos_cls": 0.24302817834541202, "loss_fcos_ctr": 0.6180831929668784, "loss_fcos_loc": 0.19613575900439173, "loss_mask": 0.2720225704833865, "loss_maskiou": 0.006140082434285432, "loss_sem_seg": 0.299824021756649, "lr": 0.01, "mask_rcnn/accuracy": 0.8853051866679686, "mask_rcnn/false_negative": 0.10095722660371251, "mask_rcnn/false_positive": 0.1354820091671018, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 36.0, "time": 0.7328264815732837, "total_loss": 1.6484608644532273} {"data_time": 0.010191390290856361, "eta_seconds": 59738.24805185851, "iteration": 187539, "loss_fcos_cls": 0.24543286068364978, "loss_fcos_ctr": 0.6197239309549332, "loss_fcos_loc": 0.18571308930404484, "loss_mask": 0.25359103456139565, "loss_maskiou": 0.006020038184942678, "loss_sem_seg": 0.2774811927229166, "lr": 0.01, "mask_rcnn/accuracy": 0.8770961433200928, "mask_rcnn/false_negative": 0.10065850544733976, "mask_rcnn/false_positive": 0.15853292906194583, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.25, "time": 0.724743633531034, "total_loss": 1.5744065237158793} {"data_time": 0.010292216204106808, "eta_seconds": 59723.759203056805, "iteration": 187559, "loss_fcos_cls": 0.2494057745207101, "loss_fcos_ctr": 0.6192306494340301, "loss_fcos_loc": 0.1716834109975025, "loss_mask": 0.2428874960169196, "loss_maskiou": 0.0048944915797619615, "loss_sem_seg": 0.2797817818354815, "lr": 0.01, "mask_rcnn/accuracy": 0.8888322665551642, "mask_rcnn/false_negative": 0.09155010390310243, "mask_rcnn/false_positive": 0.11193008631988889, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.0, "time": 0.7241633161902428, "total_loss": 1.5717219316284172} {"data_time": 0.009944329969584942, "eta_seconds": 59683.21460374165, "iteration": 187579, "loss_fcos_cls": 0.24826296442188323, "loss_fcos_ctr": 0.618403485044837, "loss_fcos_loc": 0.18164309160783887, "loss_mask": 0.2567449426278472, "loss_maskiou": 0.0050095499645976815, "loss_sem_seg": 0.2772118463180959, "lr": 0.01, "mask_rcnn/accuracy": 0.8824190029547172, "mask_rcnn/false_negative": 0.10468333237567753, "mask_rcnn/false_positive": 0.12276794145912831, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.5, "time": 0.7177435578778386, "total_loss": 1.5830605792034476} {"data_time": 0.009826170280575752, "eta_seconds": 59694.7815054534, "iteration": 187599, "loss_fcos_cls": 0.25422593555413187, "loss_fcos_ctr": 0.6192104760557413, "loss_fcos_loc": 0.18730258964933455, "loss_mask": 0.2632909524254501, "loss_maskiou": 0.005025943915825337, "loss_sem_seg": 0.24494257802143693, "lr": 0.01, "mask_rcnn/accuracy": 0.8904398311048557, "mask_rcnn/false_negative": 0.09056205489708803, "mask_rcnn/false_positive": 0.11574697134776368, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7349896254017949, "total_loss": 1.577286375892072} {"data_time": 0.009284812025725842, "eta_seconds": 59677.11086529866, "iteration": 187619, "loss_fcos_cls": 0.2402651880402118, "loss_fcos_ctr": 0.618004203774035, "loss_fcos_loc": 0.18674162961542606, "loss_mask": 0.25947010703384876, "loss_maskiou": 0.0053397662231873255, "loss_sem_seg": 0.2649273849092424, "lr": 0.01, "mask_rcnn/accuracy": 0.8840407041937655, "mask_rcnn/false_negative": 0.07873528168237501, "mask_rcnn/false_positive": 0.168958684171008, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.25, "time": 0.7143307784572244, "total_loss": 1.582927603598364} {"data_time": 0.010245801880955696, "eta_seconds": 59639.76702513639, "iteration": 187639, "loss_fcos_cls": 0.24187360692303628, "loss_fcos_ctr": 0.6179768410511315, "loss_fcos_loc": 0.17973634880036116, "loss_mask": 0.2750286580994725, "loss_maskiou": 0.0051392910099821165, "loss_sem_seg": 0.25658588693477213, "lr": 0.01, "mask_rcnn/accuracy": 0.8705744351311954, "mask_rcnn/false_negative": 0.1020847692701427, "mask_rcnn/false_positive": 0.14632712885567506, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.25, "time": 0.7188980001956224, "total_loss": 1.5821138998071547} {"data_time": 0.010631987825036049, "eta_seconds": 59580.06872730609, "iteration": 187659, "loss_fcos_cls": 0.2395353855099529, "loss_fcos_ctr": 0.6171666923910379, "loss_fcos_loc": 0.18757173139601946, "loss_mask": 0.25154386926442385, "loss_maskiou": 0.005872632435057312, "loss_sem_seg": 0.2518288509454578, "lr": 0.01, "mask_rcnn/accuracy": 0.8947985687781606, "mask_rcnn/false_negative": 0.08589620175457598, "mask_rcnn/false_positive": 0.11737963454254545, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.7188634192571044, "total_loss": 1.5743205252365442} {"data_time": 0.010677240788936615, "eta_seconds": 59546.88749999367, "iteration": 187679, "loss_fcos_cls": 0.2296189379412681, "loss_fcos_ctr": 0.6166419284418225, "loss_fcos_loc": 0.1825676872394979, "loss_mask": 0.2697111642919481, "loss_maskiou": 0.005372664309106767, "loss_sem_seg": 0.24731812439858913, "lr": 0.01, "mask_rcnn/accuracy": 0.8812438657054862, "mask_rcnn/false_negative": 0.11290772614511818, "mask_rcnn/false_positive": 0.1267558087208205, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.25, "time": 0.7090925490483642, "total_loss": 1.557093860978057} {"data_time": 0.009327724575996399, "eta_seconds": 59532.42050190084, "iteration": 187699, "loss_fcos_cls": 0.2435455045197159, "loss_fcos_ctr": 0.6218879725784063, "loss_fcos_loc": 0.18955004191957414, "loss_mask": 0.2632990665733814, "loss_maskiou": 0.005172695098735858, "loss_sem_seg": 0.2788910430390388, "lr": 0.01, "mask_rcnn/accuracy": 0.8882015306122448, "mask_rcnn/false_negative": 0.08162278219263513, "mask_rcnn/false_positive": 0.13970366579325455, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7140961056575179, "total_loss": 1.5821846727158118} {"data_time": 0.01093705091625452, "eta_seconds": 59558.987341378815, "iteration": 187719, "loss_fcos_cls": 0.2519425970967859, "loss_fcos_ctr": 0.6202150261960924, "loss_fcos_loc": 0.19485397351672873, "loss_mask": 0.26600637938827276, "loss_maskiou": 0.005666704995746841, "loss_sem_seg": 0.2790994066745043, "lr": 0.01, "mask_rcnn/accuracy": 0.8774243848257006, "mask_rcnn/false_negative": 0.09716246711361626, "mask_rcnn/false_positive": 0.1587934683724436, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7541760113090277, "total_loss": 1.623260539574403} {"data_time": 0.009936794638633728, "eta_seconds": 59544.51036921237, "iteration": 187739, "loss_fcos_cls": 0.23976929229684174, "loss_fcos_ctr": 0.6167831793427467, "loss_fcos_loc": 0.17497409018687904, "loss_mask": 0.24585565691813827, "loss_maskiou": 0.004520424212387297, "loss_sem_seg": 0.2575116981752217, "lr": 0.01, "mask_rcnn/accuracy": 0.8875996748256825, "mask_rcnn/false_negative": 0.08430329073979759, "mask_rcnn/false_positive": 0.15278466536432256, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.750532497651875, "total_loss": 1.5503159064610372} {"data_time": 0.010115626268088818, "eta_seconds": 59489.93019720167, "iteration": 187759, "loss_fcos_cls": 0.23366038361564279, "loss_fcos_ctr": 0.6170516717247665, "loss_fcos_loc": 0.17398151266388595, "loss_mask": 0.2509709978476167, "loss_maskiou": 0.004937417252222076, "loss_sem_seg": 0.2603304674848914, "lr": 0.01, "mask_rcnn/accuracy": 0.888487514671917, "mask_rcnn/false_negative": 0.0844479637733764, "mask_rcnn/false_positive": 0.13544586731031885, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.5, "time": 0.7076685270294547, "total_loss": 1.529006592463702} {"data_time": 0.010570271871984005, "eta_seconds": 59470.600434704684, "iteration": 187779, "loss_fcos_cls": 0.23835396289359778, "loss_fcos_ctr": 0.6156180119141936, "loss_fcos_loc": 0.18421324831433594, "loss_mask": 0.2567170043475926, "loss_maskiou": 0.005305629791109823, "loss_sem_seg": 0.2746796775609255, "lr": 0.01, "mask_rcnn/accuracy": 0.9256569732076587, "mask_rcnn/false_negative": 0.0619796867322423, "mask_rcnn/false_positive": 0.08609658748750981, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 23.75, "time": 0.7219998529180884, "total_loss": 1.547439818023122} {"data_time": 0.009960873052477837, "eta_seconds": 59387.38520686142, "iteration": 187799, "loss_fcos_cls": 0.2343406775034964, "loss_fcos_ctr": 0.6164344670251012, "loss_fcos_loc": 0.1783285574056208, "loss_mask": 0.24128917371854186, "loss_maskiou": 0.005749995070800651, "loss_sem_seg": 0.26918499916791916, "lr": 0.01, "mask_rcnn/accuracy": 0.8787838271273423, "mask_rcnn/false_negative": 0.09777140885498689, "mask_rcnn/false_positive": 0.13583539126359734, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.5, "time": 0.7090177880600095, "total_loss": 1.5333944501107908} {"data_time": 0.009308746084570885, "eta_seconds": 59382.18256425019, "iteration": 187819, "loss_fcos_cls": 0.24801585939712822, "loss_fcos_ctr": 0.6179476911202073, "loss_fcos_loc": 0.1958611134905368, "loss_mask": 0.2551037361845374, "loss_maskiou": 0.005517088589840569, "loss_sem_seg": 0.29298295779153705, "lr": 0.01, "mask_rcnn/accuracy": 0.8913052193582147, "mask_rcnn/false_negative": 0.07989488410846043, "mask_rcnn/false_positive": 0.1276571236873743, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.5, "time": 0.725294915959239, "total_loss": 1.5800407033439114} {"data_time": 0.009747565723955631, "eta_seconds": 59375.34879298322, "iteration": 187839, "loss_fcos_cls": 0.24301668256521225, "loss_fcos_ctr": 0.6206261143088341, "loss_fcos_loc": 0.19075137295294553, "loss_mask": 0.25838384218513966, "loss_maskiou": 0.005355128680093912, "loss_sem_seg": 0.2760704872198403, "lr": 0.01, "mask_rcnn/accuracy": 0.9062728937728938, "mask_rcnn/false_negative": 0.06790337635990032, "mask_rcnn/false_positive": 0.10530855573707493, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7228419566527009, "total_loss": 1.6152493357767526} {"data_time": 0.009838198311626911, "eta_seconds": 59373.502616840415, "iteration": 187859, "loss_fcos_cls": 0.24595629214309156, "loss_fcos_ctr": 0.6190413925796747, "loss_fcos_loc": 0.1928588930168189, "loss_mask": 0.2669340083375573, "loss_maskiou": 0.005078141610283637, "loss_sem_seg": 0.24058169685304165, "lr": 0.01, "mask_rcnn/accuracy": 0.8719326432496075, "mask_rcnn/false_negative": 0.10048018307512699, "mask_rcnn/false_positive": 0.15032056753564163, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.0, "time": 0.7286198521032929, "total_loss": 1.58043049567641} {"data_time": 0.010128320194780827, "eta_seconds": 59346.441964296624, "iteration": 187879, "loss_fcos_cls": 0.22674904065206647, "loss_fcos_ctr": 0.6182368658483028, "loss_fcos_loc": 0.18856807798147202, "loss_mask": 0.26406360045075417, "loss_maskiou": 0.005832907139847521, "loss_sem_seg": 0.23021674156188965, "lr": 0.01, "mask_rcnn/accuracy": 0.8642925051965231, "mask_rcnn/false_negative": 0.136339764731783, "mask_rcnn/false_positive": 0.11647777534298095, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7202849602326751, "total_loss": 1.5456318278811523} {"data_time": 0.010577823966741562, "eta_seconds": 59392.70544485003, "iteration": 187899, "loss_fcos_cls": 0.2360471588326618, "loss_fcos_ctr": 0.6187044871039689, "loss_fcos_loc": 0.18831839389167726, "loss_mask": 0.2607927890494466, "loss_maskiou": 0.005568033935560379, "loss_sem_seg": 0.2599263866432011, "lr": 0.01, "mask_rcnn/accuracy": 0.8922723574479625, "mask_rcnn/false_negative": 0.10342142251989683, "mask_rcnn/false_positive": 0.12123742075049783, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.0, "time": 0.7290350142866373, "total_loss": 1.5825610012216202} {"data_time": 0.00967015977948904, "eta_seconds": 59405.456003462896, "iteration": 187919, "loss_fcos_cls": 0.22610098298173398, "loss_fcos_ctr": 0.6186591135337949, "loss_fcos_loc": 0.18074153922498226, "loss_mask": 0.25283690728247166, "loss_maskiou": 0.005212439318711404, "loss_sem_seg": 0.2581161088310182, "lr": 0.01, "mask_rcnn/accuracy": 0.885929802955665, "mask_rcnn/false_negative": 0.09672561535533936, "mask_rcnn/false_positive": 0.1368607385112361, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.0, "time": 0.7244205428287387, "total_loss": 1.5744073903333629} {"data_time": 0.01013885997235775, "eta_seconds": 59380.48499713745, "iteration": 187939, "loss_fcos_cls": 0.2397669404745102, "loss_fcos_ctr": 0.6185324667021632, "loss_fcos_loc": 0.1788170951185748, "loss_mask": 0.2658380353823304, "loss_maskiou": 0.0056326561607420444, "loss_sem_seg": 0.2489971574395895, "lr": 0.01, "mask_rcnn/accuracy": 0.8763875771636622, "mask_rcnn/false_negative": 0.11267024221493714, "mask_rcnn/false_positive": 0.12138763968697815, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.75, "time": 0.7136634914204478, "total_loss": 1.5436835587315727} {"data_time": 0.010796482674777508, "eta_seconds": 59376.506328871474, "iteration": 187959, "loss_fcos_cls": 0.24010728020220995, "loss_fcos_ctr": 0.6148488689213991, "loss_fcos_loc": 0.17641349625773728, "loss_mask": 0.24596108868718147, "loss_maskiou": 0.005538319412153214, "loss_sem_seg": 0.2650915125850588, "lr": 0.01, "mask_rcnn/accuracy": 0.8906356084508167, "mask_rcnn/false_negative": 0.08175707094624851, "mask_rcnn/false_positive": 0.1326488700896044, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.0, "time": 0.7228634068742394, "total_loss": 1.5556062215691782} {"data_time": 0.010206318460404873, "eta_seconds": 59334.83262435347, "iteration": 187979, "loss_fcos_cls": 0.24076201603747904, "loss_fcos_ctr": 0.6164985136128962, "loss_fcos_loc": 0.18390698893927038, "loss_mask": 0.2565367519855499, "loss_maskiou": 0.005235200034803711, "loss_sem_seg": 0.2662102000322193, "lr": 0.01, "mask_rcnn/accuracy": 0.8997715554475758, "mask_rcnn/false_negative": 0.08879720738337624, "mask_rcnn/false_positive": 0.12621636991151525, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.75, "time": 0.7153662461787462, "total_loss": 1.5846067031598068} {"data_time": 0.009501778520643711, "eta_seconds": 59311.47403031122, "iteration": 187999, "loss_fcos_cls": 0.24523068557027727, "loss_fcos_ctr": 0.6178319109603763, "loss_fcos_loc": 0.1878367912140675, "loss_mask": 0.2604190739803016, "loss_maskiou": 0.005721874593291432, "loss_sem_seg": 0.2604277594946325, "lr": 0.01, "mask_rcnn/accuracy": 0.8963565915216858, "mask_rcnn/false_negative": 0.1015909120417026, "mask_rcnn/false_positive": 0.12705450171088267, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.25, "time": 0.7172427801415324, "total_loss": 1.5750174361874087} {"data_time": 0.011191494762897491, "eta_seconds": 59284.77400651295, "iteration": 188019, "loss_fcos_cls": 0.23103901685681194, "loss_fcos_ctr": 0.6190720871090889, "loss_fcos_loc": 0.19147547078318894, "loss_mask": 0.251685974188149, "loss_maskiou": 0.005468306408147328, "loss_sem_seg": 0.23646649229340255, "lr": 0.01, "mask_rcnn/accuracy": 0.8831977799701116, "mask_rcnn/false_negative": 0.1011367290793397, "mask_rcnn/false_positive": 0.1186412266027097, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.7446056753396988, "total_loss": 1.5302548049585312} {"data_time": 0.010514671914279461, "eta_seconds": 59282.541956785135, "iteration": 188039, "loss_fcos_cls": 0.24339246726594865, "loss_fcos_ctr": 0.6179710328578949, "loss_fcos_loc": 0.18524388293735683, "loss_mask": 0.26059042708948255, "loss_maskiou": 0.00555098428594647, "loss_sem_seg": 0.2651170532917604, "lr": 0.01, "mask_rcnn/accuracy": 0.8944181331069012, "mask_rcnn/false_negative": 0.06711074133761163, "mask_rcnn/false_positive": 0.1456983629347082, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7380936983972788, "total_loss": 1.5763910522437072} {"data_time": 0.010645606555044651, "eta_seconds": 59270.593426175416, "iteration": 188059, "loss_fcos_cls": 0.2250781124457717, "loss_fcos_ctr": 0.6197797409258783, "loss_fcos_loc": 0.18377353809773922, "loss_mask": 0.27286527771502733, "loss_maskiou": 0.005304270118358545, "loss_sem_seg": 0.23315643658861518, "lr": 0.01, "mask_rcnn/accuracy": 0.873753562689898, "mask_rcnn/false_negative": 0.08097353357156761, "mask_rcnn/false_positive": 0.16057445305906196, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.7197654489427805, "total_loss": 1.5677337142114993} {"data_time": 0.010136340744793415, "eta_seconds": 59279.17904303502, "iteration": 188079, "loss_fcos_cls": 0.24827681429451331, "loss_fcos_ctr": 0.6185781778767705, "loss_fcos_loc": 0.1898055651690811, "loss_mask": 0.26589741790667176, "loss_maskiou": 0.005666118395311059, "loss_sem_seg": 0.25699361227452755, "lr": 0.01, "mask_rcnn/accuracy": 0.8937816896945113, "mask_rcnn/false_negative": 0.0766964195585055, "mask_rcnn/false_positive": 0.1381739963272543, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.75, "time": 0.7241355767473578, "total_loss": 1.5869150570215425} {"data_time": 0.010388384573161602, "eta_seconds": 59239.14384649601, "iteration": 188099, "loss_fcos_cls": 0.23781778244301677, "loss_fcos_ctr": 0.6174963284283876, "loss_fcos_loc": 0.18758256232831627, "loss_mask": 0.26082645636051893, "loss_maskiou": 0.005224351247306913, "loss_sem_seg": 0.2948877611197531, "lr": 0.01, "mask_rcnn/accuracy": 0.8877207402357494, "mask_rcnn/false_negative": 0.089242815146721, "mask_rcnn/false_positive": 0.13368617479660144, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.25, "time": 0.7106060646474361, "total_loss": 1.6207952276527067} {"data_time": 0.010006509721279144, "eta_seconds": 59222.777927295305, "iteration": 188119, "loss_fcos_cls": 0.25161051005125046, "loss_fcos_ctr": 0.615585851483047, "loss_fcos_loc": 0.18548903579358011, "loss_mask": 0.2523269038647413, "loss_maskiou": 0.005494127421115991, "loss_sem_seg": 0.2742439629510045, "lr": 0.01, "mask_rcnn/accuracy": 0.8849297783629582, "mask_rcnn/false_negative": 0.1116048662954672, "mask_rcnn/false_positive": 0.1266056287084415, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.721667280420661, "total_loss": 1.5914542631653603} {"data_time": 0.010001016780734062, "eta_seconds": 59132.768733205274, "iteration": 188139, "loss_fcos_cls": 0.24723643239121884, "loss_fcos_ctr": 0.6167449550703168, "loss_fcos_loc": 0.1804868801846169, "loss_mask": 0.24954404728487134, "loss_maskiou": 0.004963401312124915, "loss_sem_seg": 0.2433898237068206, "lr": 0.01, "mask_rcnn/accuracy": 0.8937642699484857, "mask_rcnn/false_negative": 0.09256146243179458, "mask_rcnn/false_positive": 0.11553833775624635, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.25, "time": 0.7163754859939218, "total_loss": 1.5304916231289099} {"data_time": 0.009458011016249657, "eta_seconds": 59193.846781888045, "iteration": 188159, "loss_fcos_cls": 0.2377963624894619, "loss_fcos_ctr": 0.6174266720190644, "loss_fcos_loc": 0.18460880464408547, "loss_mask": 0.2612724881619215, "loss_maskiou": 0.005823205545311794, "loss_sem_seg": 0.25756431743502617, "lr": 0.01, "mask_rcnn/accuracy": 0.8904655612244898, "mask_rcnn/false_negative": 0.09368393197853095, "mask_rcnn/false_positive": 0.1496458445049484, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.75, "time": 0.728017701767385, "total_loss": 1.5722764156234916} {"data_time": 0.009716056287288666, "eta_seconds": 59167.92298148759, "iteration": 188179, "loss_fcos_cls": 0.24548676109407097, "loss_fcos_ctr": 0.619490372017026, "loss_fcos_loc": 0.18350785633083433, "loss_mask": 0.26872968673706055, "loss_maskiou": 0.005320919575751759, "loss_sem_seg": 0.28383492585271597, "lr": 0.01, "mask_rcnn/accuracy": 0.8838669496879428, "mask_rcnn/false_negative": 0.1081338388372865, "mask_rcnn/false_positive": 0.1111927610965522, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.713868903927505, "total_loss": 1.591922141975374} {"data_time": 0.011187396943569183, "eta_seconds": 59164.915636480786, "iteration": 188199, "loss_fcos_cls": 0.23420068447012454, "loss_fcos_ctr": 0.6193764703348279, "loss_fcos_loc": 0.19212059129495174, "loss_mask": 0.24705526791512966, "loss_maskiou": 0.004895368474535644, "loss_sem_seg": 0.25592751475051045, "lr": 0.01, "mask_rcnn/accuracy": 0.907156283566058, "mask_rcnn/false_negative": 0.08014256484558369, "mask_rcnn/false_positive": 0.12024118705432693, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 20.75, "time": 0.7408402804285288, "total_loss": 1.5849175381772511} {"data_time": 0.011283822357654572, "eta_seconds": 59068.3206739882, "iteration": 188219, "loss_fcos_cls": 0.24283807910978794, "loss_fcos_ctr": 0.618535821326077, "loss_fcos_loc": 0.18450244388077408, "loss_mask": 0.25219932943582535, "loss_maskiou": 0.005844452578458004, "loss_sem_seg": 0.24499328713864088, "lr": 0.01, "mask_rcnn/accuracy": 0.8924467035455486, "mask_rcnn/false_negative": 0.08834839429309321, "mask_rcnn/false_positive": 0.13289121855816916, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.7051972066983581, "total_loss": 1.5755947214329353} {"data_time": 0.009726816788315773, "eta_seconds": 59053.87518648524, "iteration": 188239, "loss_fcos_cls": 0.2350911300163716, "loss_fcos_ctr": 0.6216222234070301, "loss_fcos_loc": 0.18932373658753932, "loss_mask": 0.26312558678910136, "loss_maskiou": 0.0050247753752046265, "loss_sem_seg": 0.23327646870166063, "lr": 0.01, "mask_rcnn/accuracy": 0.8774016951794195, "mask_rcnn/false_negative": 0.10368247451159485, "mask_rcnn/false_positive": 0.12647596352188495, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7352412147447467, "total_loss": 1.5616486106373486} {"data_time": 0.010752826929092407, "eta_seconds": 59032.36379707977, "iteration": 188259, "loss_fcos_cls": 0.23292218800634146, "loss_fcos_ctr": 0.6177645567804575, "loss_fcos_loc": 0.1812799114268273, "loss_mask": 0.24762058816850185, "loss_maskiou": 0.0047644371225032955, "loss_sem_seg": 0.27521880343556404, "lr": 0.01, "mask_rcnn/accuracy": 0.8871533939662821, "mask_rcnn/false_negative": 0.09077974609533268, "mask_rcnn/false_positive": 0.12382114569871952, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7081311577931046, "total_loss": 1.5612818153931585} {"data_time": 0.010022222064435482, "eta_seconds": 59009.450215419754, "iteration": 188279, "loss_fcos_cls": 0.22458582650870085, "loss_fcos_ctr": 0.6174365933984518, "loss_fcos_loc": 0.183352496358566, "loss_mask": 0.2583475508727133, "loss_maskiou": 0.005146519568370422, "loss_sem_seg": 0.24586498527787626, "lr": 0.01, "mask_rcnn/accuracy": 0.8808012890160501, "mask_rcnn/false_negative": 0.10044241654755716, "mask_rcnn/false_positive": 0.13182763560469268, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.5, "time": 0.7075889278203249, "total_loss": 1.5649762105495029} {"data_time": 0.008837311528623104, "eta_seconds": 58977.435166991316, "iteration": 188299, "loss_fcos_cls": 0.23769848176743835, "loss_fcos_ctr": 0.6164276944473386, "loss_fcos_loc": 0.19025537639390677, "loss_mask": 0.25281566195189953, "loss_maskiou": 0.005285489394736942, "loss_sem_seg": 0.23154812585562468, "lr": 0.01, "mask_rcnn/accuracy": 0.8929190995446524, "mask_rcnn/false_negative": 0.07420209206024196, "mask_rcnn/false_positive": 0.1410620391282255, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.0, "time": 0.7045773044228554, "total_loss": 1.5401736204294139} {"data_time": 0.010771965608000755, "eta_seconds": 58966.96596945729, "iteration": 188319, "loss_fcos_cls": 0.2455220117699355, "loss_fcos_ctr": 0.6192728010937572, "loss_fcos_loc": 0.1880826994893141, "loss_mask": 0.2621810883283615, "loss_maskiou": 0.005465543465106748, "loss_sem_seg": 0.27564184344373643, "lr": 0.01, "mask_rcnn/accuracy": 0.8740732900302979, "mask_rcnn/false_negative": 0.09612743759256018, "mask_rcnn/false_positive": 0.15342797233290567, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.75, "time": 0.7152433730661869, "total_loss": 1.6056290424166946} {"data_time": 0.009600845165550709, "eta_seconds": 58969.23358534835, "iteration": 188339, "loss_fcos_cls": 0.23937226686393842, "loss_fcos_ctr": 0.6194243356585503, "loss_fcos_loc": 0.1859433244972024, "loss_mask": 0.2614048351533711, "loss_maskiou": 0.005263033390292549, "loss_sem_seg": 0.28494275943376124, "lr": 0.01, "mask_rcnn/accuracy": 0.9050928139246703, "mask_rcnn/false_negative": 0.08876442008472393, "mask_rcnn/false_positive": 0.1352934609189936, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7346821604296565, "total_loss": 1.5899549387959269} {"data_time": 0.010588065721094608, "eta_seconds": 58954.791138259694, "iteration": 188359, "loss_fcos_cls": 0.2375379353761673, "loss_fcos_ctr": 0.6180921262130141, "loss_fcos_loc": 0.18416261207312346, "loss_mask": 0.25613352190703154, "loss_maskiou": 0.005868056294275448, "loss_sem_seg": 0.2786800730973482, "lr": 0.01, "mask_rcnn/accuracy": 0.8934284110523449, "mask_rcnn/false_negative": 0.08154367300140086, "mask_rcnn/false_positive": 0.1189378937361725, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.75, "time": 0.7297932961955667, "total_loss": 1.5656753147341078} {"data_time": 0.009516362100839615, "eta_seconds": 58930.349995027296, "iteration": 188379, "loss_fcos_cls": 0.24712769384495914, "loss_fcos_ctr": 0.6180550772696733, "loss_fcos_loc": 0.18790677085053176, "loss_mask": 0.2400967115536332, "loss_maskiou": 0.005319377742125653, "loss_sem_seg": 0.23672324791550636, "lr": 0.01, "mask_rcnn/accuracy": 0.8887672950536147, "mask_rcnn/false_negative": 0.09029856361292224, "mask_rcnn/false_positive": 0.14779033135372377, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.0, "time": 0.7224275479093194, "total_loss": 1.5654268618236529} {"data_time": 0.010170613415539265, "eta_seconds": 58915.909997968934, "iteration": 188399, "loss_fcos_cls": 0.2310096495784819, "loss_fcos_ctr": 0.617860390804708, "loss_fcos_loc": 0.18448907998390496, "loss_mask": 0.24345698207616806, "loss_maskiou": 0.005316193644830491, "loss_sem_seg": 0.25856901705265045, "lr": 0.01, "mask_rcnn/accuracy": 0.875557119399484, "mask_rcnn/false_negative": 0.09803455937850765, "mask_rcnn/false_positive": 0.14199251902856883, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7231360981240869, "total_loss": 1.538136970018968} {"data_time": 0.010236743837594986, "eta_seconds": 58824.70950212609, "iteration": 188419, "loss_fcos_cls": 0.2326690190238878, "loss_fcos_ctr": 0.6171467397361994, "loss_fcos_loc": 0.18379982723854482, "loss_mask": 0.2556897131726146, "loss_maskiou": 0.004640184415620752, "loss_sem_seg": 0.2642029793933034, "lr": 0.01, "mask_rcnn/accuracy": 0.881866062179651, "mask_rcnn/false_negative": 0.10844275060992518, "mask_rcnn/false_positive": 0.13516294241282212, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 33.5, "time": 0.6877158861607313, "total_loss": 1.55854315076067} {"data_time": 0.010534047149121761, "eta_seconds": 58841.12245201226, "iteration": 188439, "loss_fcos_cls": 0.24643509997986257, "loss_fcos_ctr": 0.6173769626766443, "loss_fcos_loc": 0.18445103941485286, "loss_mask": 0.25954199209809303, "loss_maskiou": 0.005762835739005823, "loss_sem_seg": 0.2610282599925995, "lr": 0.01, "mask_rcnn/accuracy": 0.8899963556851311, "mask_rcnn/false_negative": 0.10177580741034278, "mask_rcnn/false_positive": 0.12447768507408653, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 38.25, "time": 0.7383088348433375, "total_loss": 1.57087225473515} {"data_time": 0.01059116329997778, "eta_seconds": 58872.59000679385, "iteration": 188459, "loss_fcos_cls": 0.23686226410791278, "loss_fcos_ctr": 0.6191912591457367, "loss_fcos_loc": 0.18839633045718074, "loss_mask": 0.2590046999976039, "loss_maskiou": 0.005437368105049245, "loss_sem_seg": 0.25093688908964396, "lr": 0.01, "mask_rcnn/accuracy": 0.8677844387755103, "mask_rcnn/false_negative": 0.08494690230070916, "mask_rcnn/false_positive": 0.15261527398245567, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 38.75, "time": 0.7314237393438816, "total_loss": 1.5621846521171392} {"data_time": 0.009857555851340294, "eta_seconds": 58833.326363040134, "iteration": 188479, "loss_fcos_cls": 0.23705167998559773, "loss_fcos_ctr": 0.6186899077147245, "loss_fcos_loc": 0.18515407107770443, "loss_mask": 0.256934342905879, "loss_maskiou": 0.005386520140746143, "loss_sem_seg": 0.2530468066688627, "lr": 0.01, "mask_rcnn/accuracy": 0.8942929248501909, "mask_rcnn/false_negative": 0.08555794895242824, "mask_rcnn/false_positive": 0.13798204243210277, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7238029427826405, "total_loss": 1.5794375412879162} {"data_time": 0.010504304431378841, "eta_seconds": 58756.82742548827, "iteration": 188499, "loss_fcos_cls": 0.23499852663371712, "loss_fcos_ctr": 0.6178022660315037, "loss_fcos_loc": 0.1855969545431435, "loss_mask": 0.25402629375457764, "loss_maskiou": 0.005572653659328353, "loss_sem_seg": 0.2619214956648648, "lr": 0.01, "mask_rcnn/accuracy": 0.8760959436966276, "mask_rcnn/false_negative": 0.09046721487505019, "mask_rcnn/false_positive": 0.14704083889863795, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 38.75, "time": 0.7127757575362921, "total_loss": 1.5607712374967377} {"data_time": 0.009180855005979538, "eta_seconds": 58737.850027869456, "iteration": 188519, "loss_fcos_cls": 0.24044057400897145, "loss_fcos_ctr": 0.620087037794292, "loss_fcos_loc": 0.18756724434206262, "loss_mask": 0.25000830832868814, "loss_maskiou": 0.005504784141521668, "loss_sem_seg": 0.2508090534247458, "lr": 0.01, "mask_rcnn/accuracy": 0.8974493815383295, "mask_rcnn/false_negative": 0.08042979811214057, "mask_rcnn/false_positive": 0.12049602433842223, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.75, "time": 0.7170363608747721, "total_loss": 1.5634334329079138} {"data_time": 0.009428564459085464, "eta_seconds": 58708.78060698137, "iteration": 188539, "loss_fcos_cls": 0.2455678596161306, "loss_fcos_ctr": 0.6196006378158927, "loss_fcos_loc": 0.1917766584083438, "loss_mask": 0.26212518056854606, "loss_maskiou": 0.0048473936112714, "loss_sem_seg": 0.26830552564933896, "lr": 0.01, "mask_rcnn/accuracy": 0.8720779656468063, "mask_rcnn/false_negative": 0.09113102835187853, "mask_rcnn/false_positive": 0.1684470922680023, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7047331752255559, "total_loss": 1.5854398792071152} {"data_time": 0.01066046953201294, "eta_seconds": 58704.141006454825, "iteration": 188559, "loss_fcos_cls": 0.2389024191070348, "loss_fcos_ctr": 0.6230860901996493, "loss_fcos_loc": 0.19316734815947711, "loss_mask": 0.26363661512732506, "loss_maskiou": 0.005797615725896321, "loss_sem_seg": 0.23362157586961985, "lr": 0.01, "mask_rcnn/accuracy": 0.8812801162131519, "mask_rcnn/false_negative": 0.09843558984994552, "mask_rcnn/false_positive": 0.12493547575178174, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.5, "time": 0.7302500391378999, "total_loss": 1.5935827358698589} {"data_time": 0.010188068263232708, "eta_seconds": 58689.724645897746, "iteration": 188579, "loss_fcos_cls": 0.23946354669169523, "loss_fcos_ctr": 0.6182045666500926, "loss_fcos_loc": 0.17804418387822807, "loss_mask": 0.2627537418156862, "loss_maskiou": 0.005151226716407109, "loss_sem_seg": 0.24935582000762224, "lr": 0.01, "mask_rcnn/accuracy": 0.8831841126199029, "mask_rcnn/false_negative": 0.09059692916640531, "mask_rcnn/false_positive": 0.15934169394652192, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.706884260289371, "total_loss": 1.5660698871288332} {"data_time": 0.010353146120905876, "eta_seconds": 58670.889816788025, "iteration": 188599, "loss_fcos_cls": 0.24631169717758894, "loss_fcos_ctr": 0.6195634440518916, "loss_fcos_loc": 0.1932365472894162, "loss_mask": 0.2769359741359949, "loss_maskiou": 0.005584384227404371, "loss_sem_seg": 0.27117488998919725, "lr": 0.01, "mask_rcnn/accuracy": 0.901241654069035, "mask_rcnn/false_negative": 0.0759150051862081, "mask_rcnn/false_positive": 0.13214575297465175, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 23.5, "time": 0.7325794203206897, "total_loss": 1.6122381398890866} {"data_time": 0.009836981073021889, "eta_seconds": 58667.80278750323, "iteration": 188619, "loss_fcos_cls": 0.2447848510928452, "loss_fcos_ctr": 0.6190454899333417, "loss_fcos_loc": 0.19366245111450553, "loss_mask": 0.25937480945140123, "loss_maskiou": 0.00533087516669184, "loss_sem_seg": 0.26071709766983986, "lr": 0.01, "mask_rcnn/accuracy": 0.8769356139891854, "mask_rcnn/false_negative": 0.09381104932761564, "mask_rcnn/false_positive": 0.15861950616295373, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.75, "time": 0.7199645452201366, "total_loss": 1.606956156079832} {"data_time": 0.009270565584301949, "eta_seconds": 58636.710805963725, "iteration": 188639, "loss_fcos_cls": 0.2483092328766361, "loss_fcos_ctr": 0.6152715757489204, "loss_fcos_loc": 0.18478094669990242, "loss_mask": 0.24775511119514704, "loss_maskiou": 0.004950547096086666, "loss_sem_seg": 0.25922597106546164, "lr": 0.01, "mask_rcnn/accuracy": 0.8735248447204969, "mask_rcnn/false_negative": 0.09999636415747667, "mask_rcnn/false_positive": 0.14081102975788728, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7117872526869178, "total_loss": 1.5684262753347866} {"data_time": 0.010855420492589474, "eta_seconds": 58611.10189053882, "iteration": 188659, "loss_fcos_cls": 0.242355661932379, "loss_fcos_ctr": 0.6174657130613923, "loss_fcos_loc": 0.18423931498546153, "loss_mask": 0.2513137594796717, "loss_maskiou": 0.005500463557837065, "loss_sem_seg": 0.2457454134710133, "lr": 0.01, "mask_rcnn/accuracy": 0.8803395461055236, "mask_rcnn/false_negative": 0.09055016080604517, "mask_rcnn/false_positive": 0.13419785840650805, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7177397552877665, "total_loss": 1.541535162661603} {"data_time": 0.00983114168047905, "eta_seconds": 58623.119925169274, "iteration": 188679, "loss_fcos_cls": 0.23991194483824074, "loss_fcos_ctr": 0.6213135551661253, "loss_fcos_loc": 0.19406911544501781, "loss_mask": 0.26342541351914406, "loss_maskiou": 0.00525542299146764, "loss_sem_seg": 0.22728892927989364, "lr": 0.01, "mask_rcnn/accuracy": 0.8904571902020881, "mask_rcnn/false_negative": 0.09280257680702617, "mask_rcnn/false_positive": 0.17272323949342583, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 23.75, "time": 0.7258079592138529, "total_loss": 1.5407176583157707} {"data_time": 0.009675786830484867, "eta_seconds": 58625.156605239026, "iteration": 188699, "loss_fcos_cls": 0.23737433238420635, "loss_fcos_ctr": 0.6195245170965791, "loss_fcos_loc": 0.19104190618963912, "loss_mask": 0.26323622884228826, "loss_maskiou": 0.005605623940937221, "loss_sem_seg": 0.25054970337077975, "lr": 0.01, "mask_rcnn/accuracy": 0.8925338054802341, "mask_rcnn/false_negative": 0.1006487713954527, "mask_rcnn/false_positive": 0.12108325166710476, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.5, "time": 0.7291420437395573, "total_loss": 1.5863386641249235} {"data_time": 0.010875245556235313, "eta_seconds": 58543.50444782991, "iteration": 188719, "loss_fcos_cls": 0.25165297475177795, "loss_fcos_ctr": 0.6191955590620637, "loss_fcos_loc": 0.19044390600174665, "loss_mask": 0.2666026381775737, "loss_maskiou": 0.005485212845087517, "loss_sem_seg": 0.2546247341670096, "lr": 0.01, "mask_rcnn/accuracy": 0.8661475752508361, "mask_rcnn/false_negative": 0.10935240019657139, "mask_rcnn/false_positive": 0.17048629802751142, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.75, "time": 0.706932358443737, "total_loss": 1.5852928962704027} {"data_time": 0.009956305846571922, "eta_seconds": 58503.11655627843, "iteration": 188739, "loss_fcos_cls": 0.22633846383541822, "loss_fcos_ctr": 0.6184893921017647, "loss_fcos_loc": 0.17845442553516477, "loss_mask": 0.2525286050513387, "loss_maskiou": 0.005614904021058464, "loss_sem_seg": 0.27470795321278274, "lr": 0.01, "mask_rcnn/accuracy": 0.8918613824136474, "mask_rcnn/false_negative": 0.10421982712769956, "mask_rcnn/false_positive": 0.13425831684373518, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.7125383401289582, "total_loss": 1.580632597208023} {"data_time": 0.00970019493252039, "eta_seconds": 58481.04066090379, "iteration": 188759, "loss_fcos_cls": 0.23526153224520385, "loss_fcos_ctr": 0.6161073865368962, "loss_fcos_loc": 0.17769713955931365, "loss_mask": 0.24783365800976753, "loss_maskiou": 0.00508593030326665, "loss_sem_seg": 0.24554917961359024, "lr": 0.01, "mask_rcnn/accuracy": 0.8787420790233902, "mask_rcnn/false_negative": 0.11787244583820106, "mask_rcnn/false_positive": 0.12255087843388006, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7066663093864918, "total_loss": 1.5432738702002098} {"data_time": 0.009207422845065594, "eta_seconds": 58425.82899045758, "iteration": 188779, "loss_fcos_cls": 0.23350676812697202, "loss_fcos_ctr": 0.6169333187863231, "loss_fcos_loc": 0.18612356553785503, "loss_mask": 0.2517738975584507, "loss_maskiou": 0.005613493645796552, "loss_sem_seg": 0.2734024371020496, "lr": 0.01, "mask_rcnn/accuracy": 0.8929891832509401, "mask_rcnn/false_negative": 0.10136953539005053, "mask_rcnn/false_positive": 0.11770524485703918, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7190811671316624, "total_loss": 1.5877053200165392} {"data_time": 0.009533544071018696, "eta_seconds": 58455.03688908275, "iteration": 188799, "loss_fcos_cls": 0.2259980314411223, "loss_fcos_ctr": 0.6182494843378663, "loss_fcos_loc": 0.18612919934093952, "loss_mask": 0.25444985553622246, "loss_maskiou": 0.005278026161249727, "loss_sem_seg": 0.24051163299009204, "lr": 0.01, "mask_rcnn/accuracy": 0.8929919678124706, "mask_rcnn/false_negative": 0.07904459586883301, "mask_rcnn/false_positive": 0.13789513606812573, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.25, "time": 0.7163976430892944, "total_loss": 1.539188214504975} {"data_time": 0.01025072205811739, "eta_seconds": 58440.63927405607, "iteration": 188819, "loss_fcos_cls": 0.23931750655174255, "loss_fcos_ctr": 0.6194218625314534, "loss_fcos_loc": 0.1932499895337969, "loss_mask": 0.2501886817626655, "loss_maskiou": 0.005197960388613865, "loss_sem_seg": 0.26846375362947583, "lr": 0.01, "mask_rcnn/accuracy": 0.8891074117393993, "mask_rcnn/false_negative": 0.07480900755998171, "mask_rcnn/false_positive": 0.15013135766793992, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7263043345883489, "total_loss": 1.5956334438997146} {"data_time": 0.009647989645600319, "eta_seconds": 58380.833028187044, "iteration": 188839, "loss_fcos_cls": 0.2359129244578071, "loss_fcos_ctr": 0.6140667805448174, "loss_fcos_loc": 0.17782962508499622, "loss_mask": 0.24567277310416102, "loss_maskiou": 0.005000522975024069, "loss_sem_seg": 0.26525358902290463, "lr": 0.01, "mask_rcnn/accuracy": 0.887390350877193, "mask_rcnn/false_negative": 0.09952113286407055, "mask_rcnn/false_positive": 0.12499498983343654, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.5, "time": 0.7312649954110384, "total_loss": 1.548340706016461} {"data_time": 0.010217943228781223, "eta_seconds": 58346.36406195536, "iteration": 188859, "loss_fcos_cls": 0.24542972492054105, "loss_fcos_ctr": 0.6187436897307634, "loss_fcos_loc": 0.19025580305606127, "loss_mask": 0.25808447040617466, "loss_maskiou": 0.004924625420244411, "loss_sem_seg": 0.22316867066547275, "lr": 0.01, "mask_rcnn/accuracy": 0.8860896501457726, "mask_rcnn/false_negative": 0.11457922611564764, "mask_rcnn/false_positive": 0.12043855694411304, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.75, "time": 0.7251092726364732, "total_loss": 1.5926426714722766} {"data_time": 0.009510844945907593, "eta_seconds": 58377.92654680088, "iteration": 188879, "loss_fcos_cls": 0.24134600069373846, "loss_fcos_ctr": 0.6143314680084586, "loss_fcos_loc": 0.18200304289348423, "loss_mask": 0.2593499287031591, "loss_maskiou": 0.004826947581022978, "loss_sem_seg": 0.22017646464519203, "lr": 0.01, "mask_rcnn/accuracy": 0.889442254174397, "mask_rcnn/false_negative": 0.09045305004213319, "mask_rcnn/false_positive": 0.13081523298665684, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.25, "time": 0.7240003412589431, "total_loss": 1.5325941269147734} {"data_time": 0.011233748868107796, "eta_seconds": 58363.5337443091, "iteration": 188899, "loss_fcos_cls": 0.22222330723889172, "loss_fcos_ctr": 0.6164636537432671, "loss_fcos_loc": 0.17458804475609213, "loss_mask": 0.2563841724768281, "loss_maskiou": 0.005397337372414768, "loss_sem_seg": 0.2630753543926403, "lr": 0.01, "mask_rcnn/accuracy": 0.8733652694032159, "mask_rcnn/false_negative": 0.11394905260712837, "mask_rcnn/false_positive": 0.14713443490071182, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 39.0, "time": 0.7426717327907681, "total_loss": 1.5531228691179422} {"data_time": 0.010111067444086075, "eta_seconds": 58373.527196313255, "iteration": 188919, "loss_fcos_cls": 0.23418847285211086, "loss_fcos_ctr": 0.6172668859362602, "loss_fcos_loc": 0.18336799321696162, "loss_mask": 0.25560469971969724, "loss_maskiou": 0.005354520530090667, "loss_sem_seg": 0.25914507266134024, "lr": 0.01, "mask_rcnn/accuracy": 0.9031950192664479, "mask_rcnn/false_negative": 0.0946351441708422, "mask_rcnn/false_positive": 0.10918999911261511, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7494850540533662, "total_loss": 1.5498093493370106} {"data_time": 0.011048324406147003, "eta_seconds": 58359.128378539346, "iteration": 188939, "loss_fcos_cls": 0.24348706612363458, "loss_fcos_ctr": 0.6188231522683054, "loss_fcos_loc": 0.1930250902660191, "loss_mask": 0.25615742336958647, "loss_maskiou": 0.005463676163344644, "loss_sem_seg": 0.2501216751988977, "lr": 0.01, "mask_rcnn/accuracy": 0.8992255686058207, "mask_rcnn/false_negative": 0.0759032982142506, "mask_rcnn/false_positive": 0.10236874862303827, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.25, "time": 0.7026143781840801, "total_loss": 1.5663887861810508} {"data_time": 0.009855164214968681, "eta_seconds": 58382.37853365764, "iteration": 188959, "loss_fcos_cls": 0.2525388807989657, "loss_fcos_ctr": 0.6181000657379627, "loss_fcos_loc": 0.19097869168035686, "loss_mask": 0.26293689012527466, "loss_maskiou": 0.00565853959415108, "loss_sem_seg": 0.2918403781950474, "lr": 0.01, "mask_rcnn/accuracy": 0.8709107750242955, "mask_rcnn/false_negative": 0.1023576533764797, "mask_rcnn/false_positive": 0.13468234978956983, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.7339115235954523, "total_loss": 1.5926862225969671} {"data_time": 0.010647627525031567, "eta_seconds": 58385.84867906012, "iteration": 188979, "loss_fcos_cls": 0.24685066053643823, "loss_fcos_ctr": 0.6231498294509947, "loss_fcos_loc": 0.19566855346783996, "loss_mask": 0.27499230299144983, "loss_maskiou": 0.005530324124265462, "loss_sem_seg": 0.253939223010093, "lr": 0.01, "mask_rcnn/accuracy": 0.8732884601208905, "mask_rcnn/false_negative": 0.10863258961832645, "mask_rcnn/false_positive": 0.1386834475468697, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.25, "time": 0.7208247585222125, "total_loss": 1.620517839990498} {"data_time": 0.009615649469196796, "eta_seconds": 58392.11712362897, "iteration": 188999, "loss_fcos_cls": 0.2343345140106976, "loss_fcos_ctr": 0.6183953820727766, "loss_fcos_loc": 0.18598384561482817, "loss_mask": 0.26454714173451066, "loss_maskiou": 0.005459254294692073, "loss_sem_seg": 0.27252989495173097, "lr": 0.01, "mask_rcnn/accuracy": 0.8704299817925063, "mask_rcnn/false_negative": 0.10380792204804606, "mask_rcnn/false_positive": 0.13539007795763255, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.721648083999753, "total_loss": 1.605303029769857} {"data_time": 0.009626653976738453, "eta_seconds": 58373.208343086764, "iteration": 189019, "loss_fcos_cls": 0.23860813060309738, "loss_fcos_ctr": 0.6202177880331874, "loss_fcos_loc": 0.19210125599056482, "loss_mask": 0.2693932056427002, "loss_maskiou": 0.004975289761205204, "loss_sem_seg": 0.2626312682405114, "lr": 0.01, "mask_rcnn/accuracy": 0.8593669489072224, "mask_rcnn/false_negative": 0.12925204919412514, "mask_rcnn/false_positive": 0.14799357899891746, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7224641665816307, "total_loss": 1.5743986456946004} {"data_time": 0.010316362604498863, "eta_seconds": 58313.02104551811, "iteration": 189039, "loss_fcos_cls": 0.24120899732224643, "loss_fcos_ctr": 0.6176081551238894, "loss_fcos_loc": 0.1943703277502209, "loss_mask": 0.2496117213740945, "loss_maskiou": 0.0055479245784226805, "loss_sem_seg": 0.2746416595764458, "lr": 0.01, "mask_rcnn/accuracy": 0.8931512648349382, "mask_rcnn/false_negative": 0.09877495712116427, "mask_rcnn/false_positive": 0.15314295980106515, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.25, "time": 0.7097383327782154, "total_loss": 1.5859092567070547} {"data_time": 0.010615229606628418, "eta_seconds": 58286.34421694372, "iteration": 189059, "loss_fcos_cls": 0.23116931470576674, "loss_fcos_ctr": 0.6174132768064737, "loss_fcos_loc": 0.18325963872484863, "loss_mask": 0.26676718797534704, "loss_maskiou": 0.005345364392269403, "loss_sem_seg": 0.26356864045374095, "lr": 0.01, "mask_rcnn/accuracy": 0.8953538022351798, "mask_rcnn/false_negative": 0.09846225505928415, "mask_rcnn/false_positive": 0.1292414059914283, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 27.75, "time": 0.7166614672169089, "total_loss": 1.5722555095089774} {"data_time": 0.010109858587384224, "eta_seconds": 58258.33665412199, "iteration": 189079, "loss_fcos_cls": 0.2578856818145141, "loss_fcos_ctr": 0.6190752992406487, "loss_fcos_loc": 0.19267635908909142, "loss_mask": 0.27681981353089213, "loss_maskiou": 0.0055735872374498285, "loss_sem_seg": 0.26728228759020567, "lr": 0.01, "mask_rcnn/accuracy": 0.8882855225423503, "mask_rcnn/false_negative": 0.09804614675793993, "mask_rcnn/false_positive": 0.12316288934342906, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 21.75, "time": 0.7166959680616856, "total_loss": 1.6240126583215897} {"data_time": 0.009921276941895485, "eta_seconds": 58315.5422650259, "iteration": 189099, "loss_fcos_cls": 0.24371421500109136, "loss_fcos_ctr": 0.6149657620117068, "loss_fcos_loc": 0.1740792030468583, "loss_mask": 0.24278866034001112, "loss_maskiou": 0.004900373558484716, "loss_sem_seg": 0.30822343565523624, "lr": 0.01, "mask_rcnn/accuracy": 0.9063651094078184, "mask_rcnn/false_negative": 0.07764444608583568, "mask_rcnn/false_positive": 0.10980640890040119, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.732576166279614, "total_loss": 1.583091335316567} {"data_time": 0.010318733751773834, "eta_seconds": 58312.47975421045, "iteration": 189119, "loss_fcos_cls": 0.24731273530051112, "loss_fcos_ctr": 0.6192928915843368, "loss_fcos_loc": 0.1855465262196958, "loss_mask": 0.25264379568398, "loss_maskiou": 0.005297344643622637, "loss_sem_seg": 0.27178672049194574, "lr": 0.01, "mask_rcnn/accuracy": 0.8899783636267838, "mask_rcnn/false_negative": 0.09771335292757599, "mask_rcnn/false_positive": 0.11668880914671895, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7321340432390571, "total_loss": 1.5922637858311646} {"data_time": 0.010236069560050964, "eta_seconds": 58295.766329417005, "iteration": 189139, "loss_fcos_cls": 0.2299726212513633, "loss_fcos_ctr": 0.6181685514748096, "loss_fcos_loc": 0.1787549164146185, "loss_mask": 0.25268911733292043, "loss_maskiou": 0.005244478335953318, "loss_sem_seg": 0.2518397569656372, "lr": 0.01, "mask_rcnn/accuracy": 0.8731411445697159, "mask_rcnn/false_negative": 0.10315042643910244, "mask_rcnn/false_positive": 0.13252409056997205, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.5, "time": 0.7111852131783962, "total_loss": 1.555275293198065} {"data_time": 0.00980677455663681, "eta_seconds": 58256.13597788103, "iteration": 189159, "loss_fcos_cls": 0.23310677311383188, "loss_fcos_ctr": 0.6171225355938077, "loss_fcos_loc": 0.18792288820259273, "loss_mask": 0.25442434567958117, "loss_maskiou": 0.0050910801874124445, "loss_sem_seg": 0.2833839124068618, "lr": 0.01, "mask_rcnn/accuracy": 0.8833871804216192, "mask_rcnn/false_negative": 0.08535636890002604, "mask_rcnn/false_positive": 0.14023348121625115, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.25, "time": 0.7194759389385581, "total_loss": 1.5965941954855225} {"data_time": 0.010011662729084492, "eta_seconds": 58262.44653170649, "iteration": 189179, "loss_fcos_cls": 0.2537255920469761, "loss_fcos_ctr": 0.6176029425114393, "loss_fcos_loc": 0.19528640690259635, "loss_mask": 0.2643331252038479, "loss_maskiou": 0.005741832464991603, "loss_sem_seg": 0.269623767118901, "lr": 0.01, "mask_rcnn/accuracy": 0.8805269468035661, "mask_rcnn/false_negative": 0.11766633818536967, "mask_rcnn/false_positive": 0.14272911329018945, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.75, "time": 0.7268395852297544, "total_loss": 1.6124030411156127} {"data_time": 0.010610472410917282, "eta_seconds": 58252.51005037315, "iteration": 189199, "loss_fcos_cls": 0.24728752207010984, "loss_fcos_ctr": 0.6190565815195441, "loss_fcos_loc": 0.1868508846964687, "loss_mask": 0.2631435487419367, "loss_maskiou": 0.005437788633571472, "loss_sem_seg": 0.2569529125466943, "lr": 0.01, "mask_rcnn/accuracy": 0.8680941985310607, "mask_rcnn/false_negative": 0.10278257082049996, "mask_rcnn/false_positive": 0.1644940119249228, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.75, "time": 0.7454176135361195, "total_loss": 1.5813958688740968} {"data_time": 0.011226779781281948, "eta_seconds": 58238.09129069187, "iteration": 189219, "loss_fcos_cls": 0.25404633372090757, "loss_fcos_ctr": 0.6193930553272367, "loss_fcos_loc": 0.19438952289056033, "loss_mask": 0.25946945045143366, "loss_maskiou": 0.004594148529577069, "loss_sem_seg": 0.25794299342669547, "lr": 0.01, "mask_rcnn/accuracy": 0.8834498160966515, "mask_rcnn/false_negative": 0.10069368177108295, "mask_rcnn/false_positive": 0.14833144582054364, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7139041014015675, "total_loss": 1.596831284055952} {"data_time": 0.010083766654133797, "eta_seconds": 58223.67253101058, "iteration": 189239, "loss_fcos_cls": 0.23718131880741566, "loss_fcos_ctr": 0.616501132491976, "loss_fcos_loc": 0.1792002017609775, "loss_mask": 0.25671254470944405, "loss_maskiou": 0.005164359827176668, "loss_sem_seg": 0.2800617404282093, "lr": 0.01, "mask_rcnn/accuracy": 0.8861044926560135, "mask_rcnn/false_negative": 0.10094764195777672, "mask_rcnn/false_positive": 0.1338648222370607, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 40.5, "time": 0.7309238370507956, "total_loss": 1.5915671615803149} {"data_time": 0.009296491742134094, "eta_seconds": 58242.705652107485, "iteration": 189259, "loss_fcos_cls": 0.2528196540661156, "loss_fcos_ctr": 0.6163855604827404, "loss_fcos_loc": 0.18866141824400984, "loss_mask": 0.2516465838998556, "loss_maskiou": 0.0054488577516167425, "loss_sem_seg": 0.25851611141115427, "lr": 0.01, "mask_rcnn/accuracy": 0.892086907948191, "mask_rcnn/false_negative": 0.09435233607984889, "mask_rcnn/false_positive": 0.1219007141044695, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7329527344554663, "total_loss": 1.5659608770292834} {"data_time": 0.010644332505762577, "eta_seconds": 58231.085124780424, "iteration": 189279, "loss_fcos_cls": 0.22812171990517527, "loss_fcos_ctr": 0.6193029535934329, "loss_fcos_loc": 0.18490556254982948, "loss_mask": 0.25752916443161666, "loss_maskiou": 0.005046286110882647, "loss_sem_seg": 0.2505620375741273, "lr": 0.01, "mask_rcnn/accuracy": 0.9000053146258504, "mask_rcnn/false_negative": 0.07755386635852743, "mask_rcnn/false_positive": 0.1297565319252957, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.7248628539964557, "total_loss": 1.5397399489302188} {"data_time": 0.010432400740683079, "eta_seconds": 58227.610180331394, "iteration": 189299, "loss_fcos_cls": 0.24081939994357526, "loss_fcos_ctr": 0.6165591897442937, "loss_fcos_loc": 0.179457398946397, "loss_mask": 0.2566012726165354, "loss_maskiou": 0.0059631706099025905, "loss_sem_seg": 0.2700412537669763, "lr": 0.01, "mask_rcnn/accuracy": 0.8984867731339111, "mask_rcnn/false_negative": 0.07608691148213526, "mask_rcnn/false_positive": 0.11351770538032432, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.75, "time": 0.720809212885797, "total_loss": 1.5726165385567583} {"data_time": 0.010279864072799683, "eta_seconds": 58213.17972465418, "iteration": 189319, "loss_fcos_cls": 0.23377634608186781, "loss_fcos_ctr": 0.6163113340735435, "loss_fcos_loc": 0.1908251300919801, "loss_mask": 0.2614494860172272, "loss_maskiou": 0.005057816069893306, "loss_sem_seg": 0.2302495865151286, "lr": 0.01, "mask_rcnn/accuracy": 0.9024766156462585, "mask_rcnn/false_negative": 0.08364243369648725, "mask_rcnn/false_positive": 0.11313049133356033, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.75, "time": 0.7197845745831728, "total_loss": 1.531798643314687} {"data_time": 0.008861402980983257, "eta_seconds": 58222.3464814676, "iteration": 189339, "loss_fcos_cls": 0.2413383419625461, "loss_fcos_ctr": 0.6173598021268845, "loss_fcos_loc": 0.18262696196325123, "loss_mask": 0.2640290632843971, "loss_maskiou": 0.005838829412823543, "loss_sem_seg": 0.2765613184310496, "lr": 0.01, "mask_rcnn/accuracy": 0.8979275831954403, "mask_rcnn/false_negative": 0.09145357189897185, "mask_rcnn/false_positive": 0.12260215860847706, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.75, "time": 0.7317661847919226, "total_loss": 1.6055865989183076} {"data_time": 0.010533707216382027, "eta_seconds": 58184.31881329976, "iteration": 189359, "loss_fcos_cls": 0.2394819096662104, "loss_fcos_ctr": 0.6157889664173126, "loss_fcos_loc": 0.18770878773648292, "loss_mask": 0.26712320651859045, "loss_maskiou": 0.005988968590827426, "loss_sem_seg": 0.26041858457028866, "lr": 0.01, "mask_rcnn/accuracy": 0.8863135929684933, "mask_rcnn/false_negative": 0.08187546029245638, "mask_rcnn/false_positive": 0.1316885756570722, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.25, "time": 0.7237812746316195, "total_loss": 1.5617531495445292} {"data_time": 0.010385119356215, "eta_seconds": 58188.4846010264, "iteration": 189379, "loss_fcos_cls": 0.2284411210566759, "loss_fcos_ctr": 0.6173342326655984, "loss_fcos_loc": 0.1809220954310149, "loss_mask": 0.2641546484082937, "loss_maskiou": 0.005727325871703215, "loss_sem_seg": 0.2551560206338763, "lr": 0.01, "mask_rcnn/accuracy": 0.8925629486192155, "mask_rcnn/false_negative": 0.1051521597375061, "mask_rcnn/false_positive": 0.12005987411386068, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 24.25, "time": 0.7247984521090984, "total_loss": 1.5604638263903325} {"data_time": 0.009921856224536896, "eta_seconds": 58174.049532098696, "iteration": 189399, "loss_fcos_cls": 0.23026323248632252, "loss_fcos_ctr": 0.6186418710276484, "loss_fcos_loc": 0.17838884808588773, "loss_mask": 0.24787171138450503, "loss_maskiou": 0.004931957824737765, "loss_sem_seg": 0.2255455288104713, "lr": 0.01, "mask_rcnn/accuracy": 0.9130855319795412, "mask_rcnn/false_negative": 0.08245310017025637, "mask_rcnn/false_positive": 0.08196591119315833, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 26.5, "time": 0.7302083186805248, "total_loss": 1.4881096368699218} {"data_time": 0.010612371377646923, "eta_seconds": 58229.84853453096, "iteration": 189419, "loss_fcos_cls": 0.24102062173187733, "loss_fcos_ctr": 0.6194496806710958, "loss_fcos_loc": 0.19156604493036866, "loss_mask": 0.26849850360304117, "loss_maskiou": 0.005316259768733289, "loss_sem_seg": 0.29231002693995833, "lr": 0.01, "mask_rcnn/accuracy": 0.8948668326747145, "mask_rcnn/false_negative": 0.07844800165332808, "mask_rcnn/false_positive": 0.1130320746647302, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.7239068299531937, "total_loss": 1.6209416081401287} {"data_time": 0.010336488485336304, "eta_seconds": 58202.267435555346, "iteration": 189439, "loss_fcos_cls": 0.22853696602396667, "loss_fcos_ctr": 0.6164343631826341, "loss_fcos_loc": 0.17895199195481837, "loss_mask": 0.24940333981066942, "loss_maskiou": 0.004575627041049302, "loss_sem_seg": 0.2469769511371851, "lr": 0.01, "mask_rcnn/accuracy": 0.8816439075630252, "mask_rcnn/false_negative": 0.08140185593727847, "mask_rcnn/false_positive": 0.10910907084374451, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.75, "time": 0.7239901460707188, "total_loss": 1.532237623243418} {"data_time": 0.010501677170395851, "eta_seconds": 58175.67945711315, "iteration": 189459, "loss_fcos_cls": 0.23824425286147743, "loss_fcos_ctr": 0.6211394648998976, "loss_fcos_loc": 0.19182083330815658, "loss_mask": 0.26674496475607157, "loss_maskiou": 0.00495158991225253, "loss_sem_seg": 0.26295632030814886, "lr": 0.01, "mask_rcnn/accuracy": 0.9006083905098022, "mask_rcnn/false_negative": 0.08533297842049471, "mask_rcnn/false_positive": 0.15629115651971837, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.25, "time": 0.722380911000073, "total_loss": 1.599001602135104} {"data_time": 0.010207501240074635, "eta_seconds": 58173.36895245034, "iteration": 189479, "loss_fcos_cls": 0.23839100892655551, "loss_fcos_ctr": 0.6196364099159837, "loss_fcos_loc": 0.18662906042300165, "loss_mask": 0.2506499867886305, "loss_maskiou": 0.005257729993900284, "loss_sem_seg": 0.25519963167607784, "lr": 0.01, "mask_rcnn/accuracy": 0.8846889177534549, "mask_rcnn/false_negative": 0.08838772619939188, "mask_rcnn/false_positive": 0.15100435206410145, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7424812642857432, "total_loss": 1.5937899073323933} {"data_time": 0.00974489189684391, "eta_seconds": 58146.78700260818, "iteration": 189499, "loss_fcos_cls": 0.23462518071755767, "loss_fcos_ctr": 0.6195355635136366, "loss_fcos_loc": 0.18884598126169294, "loss_mask": 0.26235597487539053, "loss_maskiou": 0.005587271986769338, "loss_sem_seg": 0.24825005000457168, "lr": 0.01, "mask_rcnn/accuracy": 0.9007531584062196, "mask_rcnn/false_negative": 0.08292499617975319, "mask_rcnn/false_positive": 0.10470779356779426, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.25, "time": 0.7128072660416365, "total_loss": 1.5880602061370155} {"data_time": 0.010698297992348671, "eta_seconds": 58177.146416396834, "iteration": 189519, "loss_fcos_cls": 0.23883159615797922, "loss_fcos_ctr": 0.6185519583523273, "loss_fcos_loc": 0.1870359160238877, "loss_mask": 0.25720752542838454, "loss_maskiou": 0.005932791380473645, "loss_sem_seg": 0.24142339965328574, "lr": 0.01, "mask_rcnn/accuracy": 0.8947776008899802, "mask_rcnn/false_negative": 0.09755223672280282, "mask_rcnn/false_positive": 0.11420727243211926, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.737738155759871, "total_loss": 1.5715006435348187} {"data_time": 0.009692770428955555, "eta_seconds": 58210.92473301664, "iteration": 189539, "loss_fcos_cls": 0.25071849417872727, "loss_fcos_ctr": 0.619231354445219, "loss_fcos_loc": 0.19176132755819708, "loss_mask": 0.26932619977742434, "loss_maskiou": 0.005699192130123265, "loss_sem_seg": 0.3027971002738923, "lr": 0.01, "mask_rcnn/accuracy": 0.8879781995215669, "mask_rcnn/false_negative": 0.08377281425159168, "mask_rcnn/false_positive": 0.14720066370713764, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7276434414088726, "total_loss": 1.6244791298886412} {"data_time": 0.009778971783816814, "eta_seconds": 58182.717414925806, "iteration": 189559, "loss_fcos_cls": 0.2607396065723151, "loss_fcos_ctr": 0.61959442589432, "loss_fcos_loc": 0.193983816774562, "loss_mask": 0.2658618660643697, "loss_maskiou": 0.00602613044611644, "loss_sem_seg": 0.2709002655465156, "lr": 0.01, "mask_rcnn/accuracy": 0.873181505994006, "mask_rcnn/false_negative": 0.08640367247632494, "mask_rcnn/false_positive": 0.15343761219138863, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.0, "time": 0.7281353212893009, "total_loss": 1.6123713907982165} {"data_time": 0.010421261191368103, "eta_seconds": 58187.80574599095, "iteration": 189579, "loss_fcos_cls": 0.23240600107237697, "loss_fcos_ctr": 0.6163772214204073, "loss_fcos_loc": 0.17330685490742326, "loss_mask": 0.24516025092452765, "loss_maskiou": 0.005270912646665238, "loss_sem_seg": 0.26023838529363275, "lr": 0.01, "mask_rcnn/accuracy": 0.8944744243851387, "mask_rcnn/false_negative": 0.08677237176398828, "mask_rcnn/false_positive": 0.10285782955423549, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 26.75, "time": 0.7382578728720546, "total_loss": 1.5451903303764993} {"data_time": 0.009364314377307892, "eta_seconds": 58119.316969529726, "iteration": 189599, "loss_fcos_cls": 0.24050661007640883, "loss_fcos_ctr": 0.6190437437035143, "loss_fcos_loc": 0.18502953852294013, "loss_mask": 0.2635204689577222, "loss_maskiou": 0.0049337107193423435, "loss_sem_seg": 0.2418385623022914, "lr": 0.01, "mask_rcnn/accuracy": 0.8629923725568451, "mask_rcnn/false_negative": 0.09963629754893533, "mask_rcnn/false_positive": 0.15716013410433943, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7090740082785487, "total_loss": 1.5632293701419258} {"data_time": 0.010991070419549942, "eta_seconds": 58104.85960781295, "iteration": 189619, "loss_fcos_cls": 0.23679714658646844, "loss_fcos_ctr": 0.6189863197505474, "loss_fcos_loc": 0.18477013357914984, "loss_mask": 0.25845399033278227, "loss_maskiou": 0.0057638255166239105, "loss_sem_seg": 0.24468875804450363, "lr": 0.01, "mask_rcnn/accuracy": 0.8854580026455026, "mask_rcnn/false_negative": 0.09217283782510222, "mask_rcnn/false_positive": 0.14065592907975294, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 37.75, "time": 0.7161303032189608, "total_loss": 1.557992713926069} {"data_time": 0.00986854825168848, "eta_seconds": 58144.39334941842, "iteration": 189639, "loss_fcos_cls": 0.2399334132205695, "loss_fcos_ctr": 0.619297998957336, "loss_fcos_loc": 0.18482480105012655, "loss_mask": 0.25204336177557707, "loss_maskiou": 0.005041041229560506, "loss_sem_seg": 0.2545366366393864, "lr": 0.01, "mask_rcnn/accuracy": 0.8830384969435887, "mask_rcnn/false_negative": 0.08625966192565435, "mask_rcnn/false_positive": 0.12491663181289452, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7309413449838758, "total_loss": 1.571038144742488} {"data_time": 0.009236550889909267, "eta_seconds": 58214.10724111833, "iteration": 189659, "loss_fcos_cls": 0.2293148486642167, "loss_fcos_ctr": 0.6201638663187623, "loss_fcos_loc": 0.1836636457592249, "loss_mask": 0.2587226927280426, "loss_maskiou": 0.005645501298204181, "loss_sem_seg": 0.2551937885582447, "lr": 0.01, "mask_rcnn/accuracy": 0.8664877111558908, "mask_rcnn/false_negative": 0.08809115503970646, "mask_rcnn/false_positive": 0.1849283656166679, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7396020852029324, "total_loss": 1.5780646388739115} {"data_time": 0.010864612646400928, "eta_seconds": 58199.615485416725, "iteration": 189679, "loss_fcos_cls": 0.23029904440045357, "loss_fcos_ctr": 0.619471887126565, "loss_fcos_loc": 0.186960514402017, "loss_mask": 0.26324556581676006, "loss_maskiou": 0.005145297425769968, "loss_sem_seg": 0.26441500522196293, "lr": 0.01, "mask_rcnn/accuracy": 0.8904412025226758, "mask_rcnn/false_negative": 0.07490415439805559, "mask_rcnn/false_positive": 0.14465959791762664, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.73231534473598, "total_loss": 1.5820447736114147} {"data_time": 0.010795921087265015, "eta_seconds": 58132.55386378057, "iteration": 189699, "loss_fcos_cls": 0.24169707985129207, "loss_fcos_ctr": 0.6191897680982947, "loss_fcos_loc": 0.18522839434444904, "loss_mask": 0.25593330059200525, "loss_maskiou": 0.004887171373411547, "loss_sem_seg": 0.22065031854435802, "lr": 0.01, "mask_rcnn/accuracy": 0.9018210681011535, "mask_rcnn/false_negative": 0.0910009737155981, "mask_rcnn/false_positive": 0.1274608500787399, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.5, "time": 0.7196236588060856, "total_loss": 1.5271744888013927} {"data_time": 0.009756767190992832, "eta_seconds": 58138.54527381901, "iteration": 189719, "loss_fcos_cls": 0.25591082544997334, "loss_fcos_ctr": 0.6203513378277421, "loss_fcos_loc": 0.1924033595714718, "loss_mask": 0.26161222346127033, "loss_maskiou": 0.005435625876998529, "loss_sem_seg": 0.26754099829122424, "lr": 0.01, "mask_rcnn/accuracy": 0.8782449623945744, "mask_rcnn/false_negative": 0.09531842454028033, "mask_rcnn/false_positive": 0.1541763625112943, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7195064146071672, "total_loss": 1.614836028231366} {"data_time": 0.010473563335835934, "eta_seconds": 58124.06151171494, "iteration": 189739, "loss_fcos_cls": 0.24087526742368937, "loss_fcos_ctr": 0.6189558114856482, "loss_fcos_loc": 0.18735897954320535, "loss_mask": 0.2553218500688672, "loss_maskiou": 0.00445414126443211, "loss_sem_seg": 0.26206745114177465, "lr": 0.01, "mask_rcnn/accuracy": 0.8929139127241805, "mask_rcnn/false_negative": 0.09276978057272382, "mask_rcnn/false_positive": 0.09781551875976432, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.75, "time": 0.7142863711342216, "total_loss": 1.5632068213508319} {"data_time": 0.009101487696170807, "eta_seconds": 58157.35182995349, "iteration": 189759, "loss_fcos_cls": 0.2530724100652151, "loss_fcos_ctr": 0.6185640096664429, "loss_fcos_loc": 0.18710221559740603, "loss_mask": 0.24931935966014862, "loss_maskiou": 0.005460020525788423, "loss_sem_seg": 0.26303959265351295, "lr": 0.01, "mask_rcnn/accuracy": 0.8844857417565376, "mask_rcnn/false_negative": 0.08756160465842111, "mask_rcnn/false_positive": 0.15042344946299024, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.0, "time": 0.7377484105527401, "total_loss": 1.585894043520966} {"data_time": 0.00970044918358326, "eta_seconds": 58150.993451904505, "iteration": 189779, "loss_fcos_cls": 0.25124245090410113, "loss_fcos_ctr": 0.6193696614354849, "loss_fcos_loc": 0.194226055231411, "loss_mask": 0.26866922341287136, "loss_maskiou": 0.005365904844438774, "loss_sem_seg": 0.27287797862663865, "lr": 0.01, "mask_rcnn/accuracy": 0.8945491461890879, "mask_rcnn/false_negative": 0.09902535024204731, "mask_rcnn/false_positive": 0.1308419904242334, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7178024584427476, "total_loss": 1.6168236412822807} {"data_time": 0.010219533927738667, "eta_seconds": 58128.36049044877, "iteration": 189799, "loss_fcos_cls": 0.24110877653583884, "loss_fcos_ctr": 0.6209277752786875, "loss_fcos_loc": 0.1807556098792702, "loss_mask": 0.24103342834860086, "loss_maskiou": 0.0045904815706308, "loss_sem_seg": 0.24436271470040083, "lr": 0.01, "mask_rcnn/accuracy": 0.8810223181728732, "mask_rcnn/false_negative": 0.10584498998833967, "mask_rcnn/false_positive": 0.11422020088395178, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.0, "time": 0.7185838771983981, "total_loss": 1.5561182881356217} {"data_time": 0.011071323417127132, "eta_seconds": 58121.998054962605, "iteration": 189819, "loss_fcos_cls": 0.24039789801463485, "loss_fcos_ctr": 0.6186460312455893, "loss_fcos_loc": 0.19042487861588597, "loss_mask": 0.2642664792947471, "loss_maskiou": 0.005287034291541204, "loss_sem_seg": 0.2747653955593705, "lr": 0.01, "mask_rcnn/accuracy": 0.8960524066946878, "mask_rcnn/false_negative": 0.0830509212238338, "mask_rcnn/false_positive": 0.11605402156343228, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.7317210556939244, "total_loss": 1.5909767915145494} {"data_time": 0.00965050607919693, "eta_seconds": 58095.36999178678, "iteration": 189839, "loss_fcos_cls": 0.2448795054515358, "loss_fcos_ctr": 0.6176572050899267, "loss_fcos_loc": 0.18431531265377998, "loss_mask": 0.2701162928715348, "loss_maskiou": 0.006227896170457825, "loss_sem_seg": 0.2624437150079757, "lr": 0.01, "mask_rcnn/accuracy": 0.8774892769607843, "mask_rcnn/false_negative": 0.08628842959516986, "mask_rcnn/false_positive": 0.15663807309794114, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.0, "time": 0.717515379190445, "total_loss": 1.633211301843403} {"data_time": 0.010214596055448055, "eta_seconds": 58084.873481191695, "iteration": 189859, "loss_fcos_cls": 0.25131958664860576, "loss_fcos_ctr": 0.6205750927329063, "loss_fcos_loc": 0.19974824041128159, "loss_mask": 0.2730613723397255, "loss_maskiou": 0.00671140656049829, "loss_sem_seg": 0.276855100877583, "lr": 0.01, "mask_rcnn/accuracy": 0.9085722733589705, "mask_rcnn/false_negative": 0.09610236890531254, "mask_rcnn/false_positive": 0.0729873526038842, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 35.5, "time": 0.729207037948072, "total_loss": 1.631156682582514} {"data_time": 0.010030215606093407, "eta_seconds": 58066.380647845566, "iteration": 189879, "loss_fcos_cls": 0.24819191126152873, "loss_fcos_ctr": 0.6197686493396759, "loss_fcos_loc": 0.19230438000522554, "loss_mask": 0.27389518916606903, "loss_maskiou": 0.005878352683794219, "loss_sem_seg": 0.28830303344875574, "lr": 0.01, "mask_rcnn/accuracy": 0.8848457240038873, "mask_rcnn/false_negative": 0.08422879635421904, "mask_rcnn/false_positive": 0.1328238662279872, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7224071081727743, "total_loss": 1.6137356078397715} {"data_time": 0.010307271033525467, "eta_seconds": 58040.08733510692, "iteration": 189899, "loss_fcos_cls": 0.23922572890296578, "loss_fcos_ctr": 0.6202681642025709, "loss_fcos_loc": 0.19297489325981587, "loss_mask": 0.2608090741559863, "loss_maskiou": 0.005148421842022799, "loss_sem_seg": 0.27867409819737077, "lr": 0.01, "mask_rcnn/accuracy": 0.8868406067784257, "mask_rcnn/false_negative": 0.10970949807336455, "mask_rcnn/false_positive": 0.11903749135593186, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.75, "time": 0.7091371649876237, "total_loss": 1.6130218286270974} {"data_time": 0.010525021702051163, "eta_seconds": 58025.59560907725, "iteration": 189919, "loss_fcos_cls": 0.24622769583947957, "loss_fcos_ctr": 0.6164992768317461, "loss_fcos_loc": 0.17957563104573637, "loss_mask": 0.2523927576839924, "loss_maskiou": 0.005352579824830173, "loss_sem_seg": 0.2708950014784932, "lr": 0.01, "mask_rcnn/accuracy": 0.8864981289361755, "mask_rcnn/false_negative": 0.09923665553949147, "mask_rcnn/false_positive": 0.124940294061758, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.0, "time": 0.7339844861999154, "total_loss": 1.569630238765967} {"data_time": 0.010730192996561527, "eta_seconds": 58035.011864136904, "iteration": 189939, "loss_fcos_cls": 0.24549309455323964, "loss_fcos_ctr": 0.619320085272193, "loss_fcos_loc": 0.19408540549920872, "loss_mask": 0.257485369220376, "loss_maskiou": 0.005871312172530452, "loss_sem_seg": 0.26016158051788807, "lr": 0.01, "mask_rcnn/accuracy": 0.887807353581163, "mask_rcnn/false_negative": 0.08514121416268611, "mask_rcnn/false_positive": 0.12697133164302915, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7389501314610243, "total_loss": 1.574393596732989} {"data_time": 0.010684078559279442, "eta_seconds": 58008.40195996314, "iteration": 189959, "loss_fcos_cls": 0.2414924034383148, "loss_fcos_ctr": 0.6190204825252295, "loss_fcos_loc": 0.18243839079514146, "loss_mask": 0.2594165774062276, "loss_maskiou": 0.005688295568688773, "loss_sem_seg": 0.23773020668886602, "lr": 0.01, "mask_rcnn/accuracy": 0.9002125850340136, "mask_rcnn/false_negative": 0.08857257658290442, "mask_rcnn/false_positive": 0.10546497695901799, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.7175423074513674, "total_loss": 1.5488228640897432} {"data_time": 0.010727722197771072, "eta_seconds": 58006.016467195004, "iteration": 189979, "loss_fcos_cls": 0.2423513145186007, "loss_fcos_ctr": 0.6193480240181088, "loss_fcos_loc": 0.190911227138713, "loss_mask": 0.25752093782648444, "loss_maskiou": 0.005324785815901123, "loss_sem_seg": 0.316030235029757, "lr": 0.01, "mask_rcnn/accuracy": 0.8826548980767421, "mask_rcnn/false_negative": 0.09263834507528819, "mask_rcnn/false_positive": 0.13193165875661442, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.25, "time": 0.7220446700230241, "total_loss": 1.6188657587226771} {"data_time": 0.009252193383872509, "eta_seconds": 57977.05872467067, "iteration": 189999, "loss_fcos_cls": 0.2550555432680994, "loss_fcos_ctr": 0.6166304117068648, "loss_fcos_loc": 0.1844310424348805, "loss_mask": 0.25324304681271315, "loss_maskiou": 0.005102638613607269, "loss_sem_seg": 0.2827114819083363, "lr": 0.01, "mask_rcnn/accuracy": 0.8995411850377006, "mask_rcnn/false_negative": 0.0999009023176275, "mask_rcnn/false_positive": 0.12115836971012636, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7089506229385734, "total_loss": 1.5964682176563656} {"data_time": 0.010270006954669952, "eta_seconds": 57985.15703415964, "iteration": 190019, "loss_fcos_cls": 0.2390950529370457, "loss_fcos_ctr": 0.6191219268366694, "loss_fcos_loc": 0.19129564194008708, "loss_mask": 0.2768487697467208, "loss_maskiou": 0.005622406519250944, "loss_sem_seg": 0.26741668628528714, "lr": 0.01, "mask_rcnn/accuracy": 0.879300602981456, "mask_rcnn/false_negative": 0.0908268327467463, "mask_rcnn/false_positive": 0.1718672309279855, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 40.5, "time": 0.7318110866472125, "total_loss": 1.6041150754244882} {"data_time": 0.009510463103652, "eta_seconds": 57984.46513513196, "iteration": 190039, "loss_fcos_cls": 0.24505290703382343, "loss_fcos_ctr": 0.6186161302030087, "loss_fcos_loc": 0.1915091797709465, "loss_mask": 0.2614648500457406, "loss_maskiou": 0.0054050321923568845, "loss_sem_seg": 0.23748611100018024, "lr": 0.01, "mask_rcnn/accuracy": 0.8792698128736967, "mask_rcnn/false_negative": 0.08844967866071776, "mask_rcnn/false_positive": 0.13852136671115634, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.0, "time": 0.7306745434179902, "total_loss": 1.5966619860992068} {"data_time": 0.010451115667819977, "eta_seconds": 58008.85261985287, "iteration": 190059, "loss_fcos_cls": 0.2360951314913109, "loss_fcos_ctr": 0.6185164507478476, "loss_fcos_loc": 0.18806366645731032, "loss_mask": 0.24970215186476707, "loss_maskiou": 0.005287932013743557, "loss_sem_seg": 0.2729263899382204, "lr": 0.01, "mask_rcnn/accuracy": 0.9038739808124207, "mask_rcnn/false_negative": 0.061636276898941834, "mask_rcnn/false_positive": 0.11608014732249147, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.0, "time": 0.7328660394996405, "total_loss": 1.579736510902876} {"data_time": 0.010641312226653099, "eta_seconds": 57994.33970342204, "iteration": 190079, "loss_fcos_cls": 0.23635477805510163, "loss_fcos_ctr": 0.6181927919387817, "loss_fcos_loc": 0.18664557998999953, "loss_mask": 0.26161864353343844, "loss_maskiou": 0.005306471750373021, "loss_sem_seg": 0.26789775723591447, "lr": 0.01, "mask_rcnn/accuracy": 0.8820957298582084, "mask_rcnn/false_negative": 0.09377821522167536, "mask_rcnn/false_positive": 0.15801949959290995, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.0, "time": 0.7157783564180136, "total_loss": 1.5726839956550975} {"data_time": 0.011445199139416218, "eta_seconds": 57920.0338926604, "iteration": 190099, "loss_fcos_cls": 0.244471644051373, "loss_fcos_ctr": 0.6200979305431247, "loss_fcos_loc": 0.1899380732793361, "loss_mask": 0.2590813781134784, "loss_maskiou": 0.004927059733745409, "loss_sem_seg": 0.29027055762708187, "lr": 0.01, "mask_rcnn/accuracy": 0.8858463921282799, "mask_rcnn/false_negative": 0.09746204721292329, "mask_rcnn/false_positive": 0.1465812342505053, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.25, "time": 0.7148486115038395, "total_loss": 1.6104479396417446} {"data_time": 0.010447056032717228, "eta_seconds": 57916.77375085931, "iteration": 190119, "loss_fcos_cls": 0.2577668430749327, "loss_fcos_ctr": 0.6174627689179033, "loss_fcos_loc": 0.19188075768761337, "loss_mask": 0.2712119072675705, "loss_maskiou": 0.005445963419333566, "loss_sem_seg": 0.25605905475094914, "lr": 0.01, "mask_rcnn/accuracy": 0.8896430596047944, "mask_rcnn/false_negative": 0.08452792364721518, "mask_rcnn/false_positive": 0.12339012979914123, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7343490244820714, "total_loss": 1.573152067088813} {"data_time": 0.01041792705655098, "eta_seconds": 57965.701884397306, "iteration": 190139, "loss_fcos_cls": 0.24921224731951952, "loss_fcos_ctr": 0.6184246526099741, "loss_fcos_loc": 0.18757616449147463, "loss_mask": 0.25440189614892006, "loss_maskiou": 0.005203203865676187, "loss_sem_seg": 0.2803206327371299, "lr": 0.01, "mask_rcnn/accuracy": 0.8983741358590878, "mask_rcnn/false_negative": 0.09328068035427228, "mask_rcnn/false_positive": 0.10328186616844318, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.0, "time": 0.750419114716351, "total_loss": 1.6278069699947082} {"data_time": 0.01082126796245575, "eta_seconds": 57936.288037698716, "iteration": 190159, "loss_fcos_cls": 0.23094861581921577, "loss_fcos_ctr": 0.616355249658227, "loss_fcos_loc": 0.17948451242409647, "loss_mask": 0.25575607595965266, "loss_maskiou": 0.004708727363322396, "loss_sem_seg": 0.26040938030928373, "lr": 0.01, "mask_rcnn/accuracy": 0.8762202214545309, "mask_rcnn/false_negative": 0.07246933753289848, "mask_rcnn/false_positive": 0.12296728429570533, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 27.25, "time": 0.7163083991035819, "total_loss": 1.5913120217737742} {"data_time": 0.010268055833876133, "eta_seconds": 57940.51481875777, "iteration": 190179, "loss_fcos_cls": 0.24091734178364277, "loss_fcos_ctr": 0.6187498955987394, "loss_fcos_loc": 0.18622480076737702, "loss_mask": 0.2533771609887481, "loss_maskiou": 0.00471726676732942, "loss_sem_seg": 0.27031533094123006, "lr": 0.01, "mask_rcnn/accuracy": 0.8923378808044957, "mask_rcnn/false_negative": 0.08146730972466949, "mask_rcnn/false_positive": 0.14777837001253769, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 34.25, "time": 0.7296934220939875, "total_loss": 1.5701949697977398} {"data_time": 0.010403207503259182, "eta_seconds": 57868.43964243401, "iteration": 190199, "loss_fcos_cls": 0.23756300937384367, "loss_fcos_ctr": 0.617555639706552, "loss_fcos_loc": 0.18452199338935316, "loss_mask": 0.2572373431175947, "loss_maskiou": 0.005260707010165788, "loss_sem_seg": 0.2548564618919045, "lr": 0.01, "mask_rcnn/accuracy": 0.8908398777975384, "mask_rcnn/false_negative": 0.10100734511098743, "mask_rcnn/false_positive": 0.12181409213495137, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7100676260888577, "total_loss": 1.5332883982046042} {"data_time": 0.010436694137752056, "eta_seconds": 57892.74928840622, "iteration": 190219, "loss_fcos_cls": 0.23782943049445748, "loss_fcos_ctr": 0.6201866348274052, "loss_fcos_loc": 0.18956731830257922, "loss_mask": 0.2625449215993285, "loss_maskiou": 0.005129414232214913, "loss_sem_seg": 0.2663267117459327, "lr": 0.01, "mask_rcnn/accuracy": 0.8824176474789585, "mask_rcnn/false_negative": 0.10012367324339155, "mask_rcnn/false_positive": 0.13508133829106536, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.75, "time": 0.7291797995567322, "total_loss": 1.5697704982740106} {"data_time": 0.010705633088946342, "eta_seconds": 57854.66801482346, "iteration": 190239, "loss_fcos_cls": 0.23115257965400815, "loss_fcos_ctr": 0.6170325167477131, "loss_fcos_loc": 0.18773264670744538, "loss_mask": 0.2649108776822686, "loss_maskiou": 0.00511294958050712, "loss_sem_seg": 0.2519273024518043, "lr": 0.01, "mask_rcnn/accuracy": 0.8915636089330868, "mask_rcnn/false_negative": 0.09171204372590444, "mask_rcnn/false_positive": 0.12324745102970244, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7148049809038639, "total_loss": 1.558049716426467} {"data_time": 0.010396049357950687, "eta_seconds": 57848.46000218764, "iteration": 190259, "loss_fcos_cls": 0.24514007475227118, "loss_fcos_ctr": 0.6199182672426105, "loss_fcos_loc": 0.1872015988919884, "loss_mask": 0.2741530667990446, "loss_maskiou": 0.005545791340409778, "loss_sem_seg": 0.2909212033264339, "lr": 0.01, "mask_rcnn/accuracy": 0.8778434858792001, "mask_rcnn/false_negative": 0.10257208903095011, "mask_rcnn/false_positive": 0.1394454331885812, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.734389835037291, "total_loss": 1.6343762600445189} {"data_time": 0.009949477389454842, "eta_seconds": 57800.76764427405, "iteration": 190279, "loss_fcos_cls": 0.24316448159515858, "loss_fcos_ctr": 0.6205268101766706, "loss_fcos_loc": 0.19350954215042293, "loss_mask": 0.2686067633330822, "loss_maskiou": 0.005163074019947089, "loss_sem_seg": 0.2550172940827906, "lr": 0.01, "mask_rcnn/accuracy": 0.8679950010307154, "mask_rcnn/false_negative": 0.11530671474510695, "mask_rcnn/false_positive": 0.1510232406720749, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 36.5, "time": 0.7105977088212967, "total_loss": 1.6113263542938512} {"data_time": 0.009986030869185925, "eta_seconds": 57780.41175410338, "iteration": 190299, "loss_fcos_cls": 0.24705514474771917, "loss_fcos_ctr": 0.6182824559509754, "loss_fcos_loc": 0.18633721431251615, "loss_mask": 0.25682236533612013, "loss_maskiou": 0.005655226457747631, "loss_sem_seg": 0.25250457623042166, "lr": 0.01, "mask_rcnn/accuracy": 0.8925893285645725, "mask_rcnn/false_negative": 0.08061412088033357, "mask_rcnn/false_positive": 0.14945501404086103, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.75, "time": 0.7108949646353722, "total_loss": 1.5555125368118752} {"data_time": 0.010020071640610695, "eta_seconds": 57771.76611762773, "iteration": 190319, "loss_fcos_cls": 0.2353402036242187, "loss_fcos_ctr": 0.6186122614890337, "loss_fcos_loc": 0.18263686913996935, "loss_mask": 0.2524898909032345, "loss_maskiou": 0.004990740620996803, "loss_sem_seg": 0.2688477127812803, "lr": 0.01, "mask_rcnn/accuracy": 0.8952248086734693, "mask_rcnn/false_negative": 0.07898855224694154, "mask_rcnn/false_positive": 0.13887360699675555, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.5, "time": 0.7175973625853658, "total_loss": 1.6084503580641467} {"data_time": 0.01030021719634533, "eta_seconds": 57730.54112027399, "iteration": 190339, "loss_fcos_cls": 0.23577153822407126, "loss_fcos_ctr": 0.6170229413546622, "loss_fcos_loc": 0.17726054094964638, "loss_mask": 0.25933668576180935, "loss_maskiou": 0.005459295760374516, "loss_sem_seg": 0.2775765126571059, "lr": 0.01, "mask_rcnn/accuracy": 0.8876062925170067, "mask_rcnn/false_negative": 0.08748293508696825, "mask_rcnn/false_positive": 0.14292882742497187, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.0, "time": 0.7184980995953083, "total_loss": 1.5755272206879454} {"data_time": 0.010549654252827168, "eta_seconds": 57740.96177944634, "iteration": 190359, "loss_fcos_cls": 0.24806702369824052, "loss_fcos_ctr": 0.6179631939157844, "loss_fcos_loc": 0.18119559821207076, "loss_mask": 0.2551611978560686, "loss_maskiou": 0.005326968661393039, "loss_sem_seg": 0.27643178775906563, "lr": 0.01, "mask_rcnn/accuracy": 0.8922317195276379, "mask_rcnn/false_negative": 0.08954253100454154, "mask_rcnn/false_positive": 0.13127704867530926, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.75, "time": 0.7299542669206858, "total_loss": 1.5947198526118882} {"data_time": 0.010290990583598614, "eta_seconds": 57714.31523453165, "iteration": 190379, "loss_fcos_cls": 0.24131155968643725, "loss_fcos_ctr": 0.6191338514909148, "loss_fcos_loc": 0.193752096965909, "loss_mask": 0.24553524516522884, "loss_maskiou": 0.005011979512346443, "loss_sem_seg": 0.2466536550782621, "lr": 0.01, "mask_rcnn/accuracy": 0.8932297128337501, "mask_rcnn/false_negative": 0.10751829418651113, "mask_rcnn/false_positive": 0.10668716614742078, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.25, "time": 0.7096254229545593, "total_loss": 1.5414422896283213} {"data_time": 0.010615238919854164, "eta_seconds": 57668.29032713454, "iteration": 190399, "loss_fcos_cls": 0.2261066472856328, "loss_fcos_ctr": 0.6174126474652439, "loss_fcos_loc": 0.17880453215911984, "loss_mask": 0.25250815134495497, "loss_maskiou": 0.005503390755620785, "loss_sem_seg": 0.28457476664334536, "lr": 0.01, "mask_rcnn/accuracy": 0.8892589044727203, "mask_rcnn/false_negative": 0.08987772690450847, "mask_rcnn/false_positive": 0.11887727759347114, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.0, "time": 0.716695049777627, "total_loss": 1.5559756382572232} {"data_time": 0.01175894308835268, "eta_seconds": 57650.6953237541, "iteration": 190419, "loss_fcos_cls": 0.2381004961207509, "loss_fcos_ctr": 0.6180295292288065, "loss_fcos_loc": 0.18254830199293792, "loss_mask": 0.24918321799486876, "loss_maskiou": 0.005247641529422253, "loss_sem_seg": 0.2830937497783452, "lr": 0.01, "mask_rcnn/accuracy": 0.8846295274866703, "mask_rcnn/false_negative": 0.08435064582446225, "mask_rcnn/false_positive": 0.13113967086300982, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.5, "time": 0.7068812036886811, "total_loss": 1.5744850593946467} {"data_time": 0.009837279096245766, "eta_seconds": 57645.42183395568, "iteration": 190439, "loss_fcos_cls": 0.22960005444474518, "loss_fcos_ctr": 0.6160136167891324, "loss_fcos_loc": 0.17865360830910504, "loss_mask": 0.23702627792954445, "loss_maskiou": 0.004292754840207635, "loss_sem_seg": 0.2608375201234594, "lr": 0.01, "mask_rcnn/accuracy": 0.8919118480725623, "mask_rcnn/false_negative": 0.08536230069268788, "mask_rcnn/false_positive": 0.11833144752599578, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.25, "time": 0.7270885398611426, "total_loss": 1.518515367031796} {"data_time": 0.011612072587013245, "eta_seconds": 57624.822312667035, "iteration": 190459, "loss_fcos_cls": 0.25371584069216624, "loss_fcos_ctr": 0.6199626573361456, "loss_fcos_loc": 0.1891305462922901, "loss_mask": 0.2556651094928384, "loss_maskiou": 0.00547339361946797, "loss_sem_seg": 0.291895754635334, "lr": 0.01, "mask_rcnn/accuracy": 0.8688644053588575, "mask_rcnn/false_negative": 0.10099758911251439, "mask_rcnn/false_positive": 0.15347388037619814, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.25, "time": 0.7151629151776433, "total_loss": 1.6508092548174318} {"data_time": 0.010402540676295757, "eta_seconds": 57582.9284406323, "iteration": 190479, "loss_fcos_cls": 0.23585513327270746, "loss_fcos_ctr": 0.6184875937178731, "loss_fcos_loc": 0.19015012943418697, "loss_mask": 0.260307383723557, "loss_maskiou": 0.004704326638602652, "loss_sem_seg": 0.2456313471775502, "lr": 0.01, "mask_rcnn/accuracy": 0.9040539041703638, "mask_rcnn/false_negative": 0.0757282831408797, "mask_rcnn/false_positive": 0.13452800731736125, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.75, "time": 0.7176603386178613, "total_loss": 1.5518500745674828} {"data_time": 0.01044856570661068, "eta_seconds": 57587.73599045072, "iteration": 190499, "loss_fcos_cls": 0.22841405542567372, "loss_fcos_ctr": 0.620122832711786, "loss_fcos_loc": 0.18998041388113052, "loss_mask": 0.2605367135256529, "loss_maskiou": 0.005254836221865844, "loss_sem_seg": 0.2630630743224174, "lr": 0.01, "mask_rcnn/accuracy": 0.8779222849854227, "mask_rcnn/false_negative": 0.08736018753511846, "mask_rcnn/false_positive": 0.16841757261249515, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.0, "time": 0.7201362177729607, "total_loss": 1.5655577773504774} {"data_time": 0.009464609436690807, "eta_seconds": 57525.94612599071, "iteration": 190519, "loss_fcos_cls": 0.24577960255555809, "loss_fcos_ctr": 0.6166981966234744, "loss_fcos_loc": 0.18398357764817774, "loss_mask": 0.2508199065923691, "loss_maskiou": 0.005537188197195064, "loss_sem_seg": 0.26844471506774426, "lr": 0.01, "mask_rcnn/accuracy": 0.8859204931972788, "mask_rcnn/false_negative": 0.09627517353279963, "mask_rcnn/false_positive": 0.13428444120427438, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.75, "time": 0.7300730003044009, "total_loss": 1.57837368654873} {"data_time": 0.010461719706654549, "eta_seconds": 57511.470730329864, "iteration": 190539, "loss_fcos_cls": 0.24490064615383744, "loss_fcos_ctr": 0.6181982001289725, "loss_fcos_loc": 0.1910303491167724, "loss_mask": 0.2677139984443784, "loss_maskiou": 0.0060651744570350274, "loss_sem_seg": 0.2782680238597095, "lr": 0.01, "mask_rcnn/accuracy": 0.8761814822082679, "mask_rcnn/false_negative": 0.10564752863831342, "mask_rcnn/false_positive": 0.13928940355626857, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.25, "time": 0.7296666968613863, "total_loss": 1.5831431678889203} {"data_time": 0.01030662376433611, "eta_seconds": 57482.12919316534, "iteration": 190559, "loss_fcos_cls": 0.23395602777600288, "loss_fcos_ctr": 0.6193175902590156, "loss_fcos_loc": 0.1882107724668458, "loss_mask": 0.2725769788958132, "loss_maskiou": 0.006180356227559969, "loss_sem_seg": 0.2637973208911717, "lr": 0.01, "mask_rcnn/accuracy": 0.8966378615529669, "mask_rcnn/false_negative": 0.08745092015121034, "mask_rcnn/false_positive": 0.08857457540994397, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.5, "time": 0.7204133067280054, "total_loss": 1.5790211121202447} {"data_time": 0.011167889460921288, "eta_seconds": 57418.24535643589, "iteration": 190579, "loss_fcos_cls": 0.2444470633054152, "loss_fcos_ctr": 0.6171458680182695, "loss_fcos_loc": 0.18172679375857115, "loss_mask": 0.25661290530115366, "loss_maskiou": 0.005695960964658298, "loss_sem_seg": 0.24873826513066888, "lr": 0.01, "mask_rcnn/accuracy": 0.8764725189015312, "mask_rcnn/false_negative": 0.08868513018771121, "mask_rcnn/false_positive": 0.1323457714138198, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.75, "time": 0.7136087752878666, "total_loss": 1.5717661411545123} {"data_time": 0.010628309100866318, "eta_seconds": 57468.04454334732, "iteration": 190599, "loss_fcos_cls": 0.24216688890010118, "loss_fcos_ctr": 0.6176382014527917, "loss_fcos_loc": 0.18911676085554063, "loss_mask": 0.2812558189034462, "loss_maskiou": 0.0064926569611998275, "loss_sem_seg": 0.2846517055295408, "lr": 0.01, "mask_rcnn/accuracy": 0.8834684540689726, "mask_rcnn/false_negative": 0.08931663377877591, "mask_rcnn/false_positive": 0.14400128005893037, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.0, "time": 0.734315499663353, "total_loss": 1.606161569692631} {"data_time": 0.010184758342802525, "eta_seconds": 57477.46021979302, "iteration": 190619, "loss_fcos_cls": 0.24235501466318965, "loss_fcos_ctr": 0.6194235337898135, "loss_fcos_loc": 0.18941094470210373, "loss_mask": 0.27281739190220833, "loss_maskiou": 0.005645907673169859, "loss_sem_seg": 0.28628616966307163, "lr": 0.01, "mask_rcnn/accuracy": 0.8794716858262293, "mask_rcnn/false_negative": 0.09724900154465278, "mask_rcnn/false_positive": 0.13114828092770375, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.0, "time": 0.725316452793777, "total_loss": 1.61060586264648} {"data_time": 0.009015323594212532, "eta_seconds": 57462.97880478948, "iteration": 190639, "loss_fcos_cls": 0.24574691499583423, "loss_fcos_ctr": 0.6182749290019274, "loss_fcos_loc": 0.17992105855955742, "loss_mask": 0.2680637873709202, "loss_maskiou": 0.005237280292931246, "loss_sem_seg": 0.2775913446675986, "lr": 0.01, "mask_rcnn/accuracy": 0.9027775638184666, "mask_rcnn/false_negative": 0.06609473518969156, "mask_rcnn/false_positive": 0.1268246813756939, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.25, "time": 0.7351665645837784, "total_loss": 1.5781392030294228} {"data_time": 0.011064896360039711, "eta_seconds": 57409.77092829812, "iteration": 190659, "loss_fcos_cls": 0.23619958222843707, "loss_fcos_ctr": 0.619529252871871, "loss_fcos_loc": 0.18937813071534038, "loss_mask": 0.2609606720507145, "loss_maskiou": 0.005129254648636561, "loss_sem_seg": 0.23294574720785022, "lr": 0.01, "mask_rcnn/accuracy": 0.8875791199938622, "mask_rcnn/false_negative": 0.10665460190862883, "mask_rcnn/false_positive": 0.13035226307398118, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7149227252230048, "total_loss": 1.5659095884439012} {"data_time": 0.010310626588761806, "eta_seconds": 57356.20449161157, "iteration": 190679, "loss_fcos_cls": 0.25494245416484773, "loss_fcos_ctr": 0.6227649692445993, "loss_fcos_loc": 0.19555158744333312, "loss_mask": 0.2543604546226561, "loss_maskiou": 0.0051188399593229406, "loss_sem_seg": 0.2405814193189144, "lr": 0.01, "mask_rcnn/accuracy": 0.8939395739665219, "mask_rcnn/false_negative": 0.09322935891611804, "mask_rcnn/false_positive": 0.12679380623591768, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.7196123003959656, "total_loss": 1.5659378490890958} {"data_time": 0.009055165573954582, "eta_seconds": 57380.82762235124, "iteration": 190699, "loss_fcos_cls": 0.24354985798709095, "loss_fcos_ctr": 0.6192259350791574, "loss_fcos_loc": 0.18911225674673915, "loss_mask": 0.26010211277753115, "loss_maskiou": 0.005452607307233848, "loss_sem_seg": 0.274975239764899, "lr": 0.01, "mask_rcnn/accuracy": 0.896500968214494, "mask_rcnn/false_negative": 0.09002700954975343, "mask_rcnn/false_positive": 0.13020650152279162, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.0, "time": 0.7185391392558813, "total_loss": 1.6016044383432018} {"data_time": 0.0097255390137434, "eta_seconds": 57368.178984786384, "iteration": 190719, "loss_fcos_cls": 0.22899186192080379, "loss_fcos_ctr": 0.6219251966103911, "loss_fcos_loc": 0.19832597521599382, "loss_mask": 0.26796420430764556, "loss_maskiou": 0.005632076179608703, "loss_sem_seg": 0.25485665537416935, "lr": 0.01, "mask_rcnn/accuracy": 0.8838591097533238, "mask_rcnn/false_negative": 0.09547341606833329, "mask_rcnn/false_positive": 0.12738442109235146, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7121659545227885, "total_loss": 1.5729779933899408} {"data_time": 0.010769964195787907, "eta_seconds": 57336.119838592596, "iteration": 190739, "loss_fcos_cls": 0.22985821007750928, "loss_fcos_ctr": 0.6180407721549273, "loss_fcos_loc": 0.1799839416053146, "loss_mask": 0.24759199563413858, "loss_maskiou": 0.004567115058307536, "loss_sem_seg": 0.2434329055249691, "lr": 0.01, "mask_rcnn/accuracy": 0.8874592209765262, "mask_rcnn/false_negative": 0.09393019666930408, "mask_rcnn/false_positive": 0.12560871891876785, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.5, "time": 0.7017902219668031, "total_loss": 1.5459950414006016} {"data_time": 0.010853256098926067, "eta_seconds": 57298.35730915889, "iteration": 190759, "loss_fcos_cls": 0.24261021357961, "loss_fcos_ctr": 0.6159095261245966, "loss_fcos_loc": 0.17983091599307954, "loss_mask": 0.25779159739613533, "loss_maskiou": 0.0048623383190715685, "loss_sem_seg": 0.25097478553652763, "lr": 0.01, "mask_rcnn/accuracy": 0.8941027841162381, "mask_rcnn/false_negative": 0.08145073111620538, "mask_rcnn/false_positive": 0.1487606085703327, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.25, "time": 0.7279217559844255, "total_loss": 1.5492867014254443} {"data_time": 0.00964376050978899, "eta_seconds": 57311.992529556155, "iteration": 190779, "loss_fcos_cls": 0.2392331848386675, "loss_fcos_ctr": 0.617304116487503, "loss_fcos_loc": 0.17510894185397774, "loss_mask": 0.2522198613733053, "loss_maskiou": 0.005356850815587677, "loss_sem_seg": 0.28081065346486866, "lr": 0.01, "mask_rcnn/accuracy": 0.8836647135663172, "mask_rcnn/false_negative": 0.10247306861903427, "mask_rcnn/false_positive": 0.1360604131834615, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 24.5, "time": 0.7333330800756812, "total_loss": 1.5791503202344757} {"data_time": 0.010491549968719482, "eta_seconds": 57308.195185322315, "iteration": 190799, "loss_fcos_cls": 0.22876229416579008, "loss_fcos_ctr": 0.6202137181535363, "loss_fcos_loc": 0.18735822709277272, "loss_mask": 0.26625530514866114, "loss_maskiou": 0.005350030914996751, "loss_sem_seg": 0.2792699590791017, "lr": 0.01, "mask_rcnn/accuracy": 0.8743336934874553, "mask_rcnn/false_negative": 0.09817999681015752, "mask_rcnn/false_positive": 0.14429246697454307, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.0, "time": 0.7190839508548379, "total_loss": 1.5865451464123907} {"data_time": 0.010224754922091961, "eta_seconds": 57254.97192231938, "iteration": 190819, "loss_fcos_cls": 0.24724500509910285, "loss_fcos_ctr": 0.6208461662754416, "loss_fcos_loc": 0.18301621754653752, "loss_mask": 0.2669290713965893, "loss_maskiou": 0.0055857264014775865, "loss_sem_seg": 0.3032385320402682, "lr": 0.01, "mask_rcnn/accuracy": 0.8898826675448306, "mask_rcnn/false_negative": 0.0909176965111944, "mask_rcnn/false_positive": 0.14502611140513375, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.5, "time": 0.7191662779077888, "total_loss": 1.6307922855849029} {"data_time": 0.010169506072998047, "eta_seconds": 57268.585862740874, "iteration": 190839, "loss_fcos_cls": 0.24146328016649932, "loss_fcos_ctr": 0.6181024126708508, "loss_fcos_loc": 0.18570781988091767, "loss_mask": 0.254882357083261, "loss_maskiou": 0.004981346370186657, "loss_sem_seg": 0.3063911721110344, "lr": 0.01, "mask_rcnn/accuracy": 0.9052402210884354, "mask_rcnn/false_negative": 0.08275106485358537, "mask_rcnn/false_positive": 0.12949395483875403, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.5, "time": 0.7321234429255128, "total_loss": 1.5873328325033071} {"data_time": 0.009213232435286045, "eta_seconds": 57226.04833109304, "iteration": 190859, "loss_fcos_cls": 0.24467749171890318, "loss_fcos_ctr": 0.6173998704180121, "loss_fcos_loc": 0.18731332413153723, "loss_mask": 0.2532992563210428, "loss_maskiou": 0.00521312123601092, "loss_sem_seg": 0.28955579176545143, "lr": 0.01, "mask_rcnn/accuracy": 0.883373588486071, "mask_rcnn/false_negative": 0.07701917285225698, "mask_rcnn/false_positive": 0.16800093859889526, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.0, "time": 0.7162486501038074, "total_loss": 1.6212776942775236} {"data_time": 0.010129675269126892, "eta_seconds": 57250.30885036662, "iteration": 190879, "loss_fcos_cls": 0.25926427310332656, "loss_fcos_ctr": 0.6225226176902652, "loss_fcos_loc": 0.2043750905431807, "loss_mask": 0.2680978951975703, "loss_maskiou": 0.005719471402699128, "loss_sem_seg": 0.2775428728200495, "lr": 0.01, "mask_rcnn/accuracy": 0.9059065934065934, "mask_rcnn/false_negative": 0.10419131861367686, "mask_rcnn/false_positive": 0.11552553671077954, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 27.75, "time": 0.7366075469180942, "total_loss": 1.6408359753986588} {"data_time": 0.010172746144235134, "eta_seconds": 57251.32298455015, "iteration": 190899, "loss_fcos_cls": 0.2519581946544349, "loss_fcos_ctr": 0.6191808143630624, "loss_fcos_loc": 0.18739296053536236, "loss_mask": 0.26911427546292543, "loss_maskiou": 0.005436725739855319, "loss_sem_seg": 0.2660444776993245, "lr": 0.01, "mask_rcnn/accuracy": 0.8843420493197278, "mask_rcnn/false_negative": 0.09075078270506601, "mask_rcnn/false_positive": 0.14770258150490612, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.25, "time": 0.743220591917634, "total_loss": 1.5898219063092256} {"data_time": 0.008657606318593025, "eta_seconds": 57257.51740922686, "iteration": 190919, "loss_fcos_cls": 0.23413564125075936, "loss_fcos_ctr": 0.6179484110325575, "loss_fcos_loc": 0.17737998627126217, "loss_mask": 0.263025994412601, "loss_maskiou": 0.005252430637483485, "loss_sem_seg": 0.28909959027078, "lr": 0.01, "mask_rcnn/accuracy": 0.8779697362816095, "mask_rcnn/false_negative": 0.09192224019635187, "mask_rcnn/false_positive": 0.13722380883377824, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7442845935001969, "total_loss": 1.5506682072737021} {"data_time": 0.010278935544192791, "eta_seconds": 57165.40971265081, "iteration": 190939, "loss_fcos_cls": 0.24198967381380498, "loss_fcos_ctr": 0.618834531866014, "loss_fcos_loc": 0.19167182256933302, "loss_mask": 0.2590564419515431, "loss_maskiou": 0.004944798853102839, "loss_sem_seg": 0.2455048579722643, "lr": 0.01, "mask_rcnn/accuracy": 0.8785794723294723, "mask_rcnn/false_negative": 0.08335813771512587, "mask_rcnn/false_positive": 0.14426438327887625, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 43.75, "time": 0.70456562936306, "total_loss": 1.5545040892102406} {"data_time": 0.009916828945279121, "eta_seconds": 57192.42251541093, "iteration": 190959, "loss_fcos_cls": 0.23034975887276232, "loss_fcos_ctr": 0.6192786050960422, "loss_fcos_loc": 0.18580027227289975, "loss_mask": 0.2669191565364599, "loss_maskiou": 0.0050393748097121716, "loss_sem_seg": 0.2740478445775807, "lr": 0.01, "mask_rcnn/accuracy": 0.8802174594585309, "mask_rcnn/false_negative": 0.09115663753211162, "mask_rcnn/false_positive": 0.1628071449414325, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.75, "time": 0.7340342327952385, "total_loss": 1.5950986959796865} {"data_time": 0.010781960561871529, "eta_seconds": 57180.041517599486, "iteration": 190979, "loss_fcos_cls": 0.2521152679109946, "loss_fcos_ctr": 0.6176669578999281, "loss_fcos_loc": 0.17779323126887903, "loss_mask": 0.2524388562887907, "loss_maskiou": 0.005531535323825665, "loss_sem_seg": 0.2791345799341798, "lr": 0.01, "mask_rcnn/accuracy": 0.8741029900332226, "mask_rcnn/false_negative": 0.08705028318321067, "mask_rcnn/false_positive": 0.14220821737336115, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.75, "time": 0.7293145451694727, "total_loss": 1.5988973209896358} {"data_time": 0.011644065380096436, "eta_seconds": 57218.322829940356, "iteration": 190999, "loss_fcos_cls": 0.24649638379924, "loss_fcos_ctr": 0.6187585992738605, "loss_fcos_loc": 0.1837912611081265, "loss_mask": 0.2571993884630501, "loss_maskiou": 0.005232040712144226, "loss_sem_seg": 0.27695661364123225, "lr": 0.01, "mask_rcnn/accuracy": 0.8823989130908774, "mask_rcnn/false_negative": 0.11106690066252776, "mask_rcnn/false_positive": 0.11695660580016812, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.7356499312445521, "total_loss": 1.6030138489877572} {"data_time": 0.009901904501020908, "eta_seconds": 57216.89810527582, "iteration": 191019, "loss_fcos_cls": 0.2435632897540927, "loss_fcos_ctr": 0.6199140972457826, "loss_fcos_loc": 0.18251452152617276, "loss_mask": 0.25549677945673466, "loss_maskiou": 0.005185634639929049, "loss_sem_seg": 0.27818018943071365, "lr": 0.01, "mask_rcnn/accuracy": 0.8938992594392254, "mask_rcnn/false_negative": 0.1029589323402736, "mask_rcnn/false_positive": 0.12147510989387476, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7302062269300222, "total_loss": 1.6144031190160604} {"data_time": 0.009978129528462887, "eta_seconds": 57198.315092815086, "iteration": 191039, "loss_fcos_cls": 0.26003713975660503, "loss_fcos_ctr": 0.6189883025363088, "loss_fcos_loc": 0.19454825081629679, "loss_mask": 0.2479674844071269, "loss_maskiou": 0.004998751472157892, "loss_sem_seg": 0.29932878259569407, "lr": 0.01, "mask_rcnn/accuracy": 0.8854368601702229, "mask_rcnn/false_negative": 0.08687122446765846, "mask_rcnn/false_positive": 0.13445887369001475, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7267465135082603, "total_loss": 1.6163106894964585} {"data_time": 0.010713866911828518, "eta_seconds": 57167.67268647719, "iteration": 191059, "loss_fcos_cls": 0.2433499430771917, "loss_fcos_ctr": 0.6230873065069318, "loss_fcos_loc": 0.197379449615255, "loss_mask": 0.25752453599125147, "loss_maskiou": 0.0060185656693647616, "loss_sem_seg": 0.2888501160778105, "lr": 0.01, "mask_rcnn/accuracy": 0.8805175726101424, "mask_rcnn/false_negative": 0.0884076853827378, "mask_rcnn/false_positive": 0.15248714547947934, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.7142185540869832, "total_loss": 1.6349815756766475} {"data_time": 0.009867222979664803, "eta_seconds": 57169.33961626701, "iteration": 191079, "loss_fcos_cls": 0.2365508172661066, "loss_fcos_ctr": 0.6180602153763175, "loss_fcos_loc": 0.1817291637416929, "loss_mask": 0.24872911907732487, "loss_maskiou": 0.004934313765261322, "loss_sem_seg": 0.2772543062455952, "lr": 0.01, "mask_rcnn/accuracy": 0.8845296018688374, "mask_rcnn/false_negative": 0.09061273033169039, "mask_rcnn/false_positive": 0.1453252218771835, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.5, "time": 0.7230956479907036, "total_loss": 1.5685795098979725} {"data_time": 0.010426579043269157, "eta_seconds": 57147.63033320196, "iteration": 191099, "loss_fcos_cls": 0.22986860293895006, "loss_fcos_ctr": 0.6194747807458043, "loss_fcos_loc": 0.18749066373857204, "loss_mask": 0.26361228432506323, "loss_maskiou": 0.004894113873888273, "loss_sem_seg": 0.2871125740930438, "lr": 0.01, "mask_rcnn/accuracy": 0.8761931815145539, "mask_rcnn/false_negative": 0.08434750635514397, "mask_rcnn/false_positive": 0.1498606288797331, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7158502005040646, "total_loss": 1.5900209044193616} {"data_time": 0.010659394785761833, "eta_seconds": 57079.90355082415, "iteration": 191119, "loss_fcos_cls": 0.24184596230043098, "loss_fcos_ctr": 0.6219869656488299, "loss_fcos_loc": 0.2003693892620504, "loss_mask": 0.26875539030879736, "loss_maskiou": 0.005296005041600438, "loss_sem_seg": 0.26183592062443495, "lr": 0.01, "mask_rcnn/accuracy": 0.9056440418047561, "mask_rcnn/false_negative": 0.07446265400310215, "mask_rcnn/false_positive": 0.12448293449781725, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.75, "time": 0.7139208409935236, "total_loss": 1.617786970033194} {"data_time": 0.010314451530575752, "eta_seconds": 57109.7381047653, "iteration": 191139, "loss_fcos_cls": 0.24710107292048633, "loss_fcos_ctr": 0.6229741657152772, "loss_fcos_loc": 0.19633302668808028, "loss_mask": 0.26594763342291117, "loss_maskiou": 0.004924761737129302, "loss_sem_seg": 0.26551440567709506, "lr": 0.01, "mask_rcnn/accuracy": 0.8705636948455271, "mask_rcnn/false_negative": 0.10500431625021805, "mask_rcnn/false_positive": 0.14159886811849914, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7400720752775669, "total_loss": 1.6128455586440396} {"data_time": 0.009941291995346546, "eta_seconds": 57137.52163402084, "iteration": 191159, "loss_fcos_cls": 0.25576628581620753, "loss_fcos_ctr": 0.6186170307919383, "loss_fcos_loc": 0.18827116477768868, "loss_mask": 0.24915446527302265, "loss_maskiou": 0.005160751594303292, "loss_sem_seg": 0.2588031077757478, "lr": 0.01, "mask_rcnn/accuracy": 0.8735976473922903, "mask_rcnn/false_negative": 0.10075231780454114, "mask_rcnn/false_positive": 0.14677341210239825, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7312262076884508, "total_loss": 1.5825426107330713} {"data_time": 0.00972385797649622, "eta_seconds": 57105.86115152296, "iteration": 191179, "loss_fcos_cls": 0.24657572514843196, "loss_fcos_ctr": 0.6149955810979009, "loss_fcos_loc": 0.17596989643061534, "loss_mask": 0.26022732770070434, "loss_maskiou": 0.005246930384601001, "loss_sem_seg": 0.23266372224316, "lr": 0.01, "mask_rcnn/accuracy": 0.8930120511319282, "mask_rcnn/false_negative": 0.08075181841824311, "mask_rcnn/false_positive": 0.12098304859914975, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.25, "time": 0.730117067694664, "total_loss": 1.5337078825978097} {"data_time": 0.009698876179754734, "eta_seconds": 57075.200794497505, "iteration": 191199, "loss_fcos_cls": 0.2456512786448002, "loss_fcos_ctr": 0.6162039041519165, "loss_fcos_loc": 0.18782068346627057, "loss_mask": 0.2717813551425934, "loss_maskiou": 0.0059283689261064865, "loss_sem_seg": 0.2751158571918495, "lr": 0.01, "mask_rcnn/accuracy": 0.9049251682413029, "mask_rcnn/false_negative": 0.07878343691860176, "mask_rcnn/false_positive": 0.11255285470632799, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.0, "time": 0.7090726448222995, "total_loss": 1.5785702602661331} {"data_time": 0.011305277235805988, "eta_seconds": 57019.714997861534, "iteration": 191219, "loss_fcos_cls": 0.23300709389150143, "loss_fcos_ctr": 0.6193286012858152, "loss_fcos_loc": 0.1793612843612209, "loss_mask": 0.2731364145874977, "loss_maskiou": 0.005212490257690661, "loss_sem_seg": 0.271743060904555, "lr": 0.01, "mask_rcnn/accuracy": 0.8809832952364114, "mask_rcnn/false_negative": 0.09444546724350661, "mask_rcnn/false_positive": 0.1449160233562922, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7141819968819618, "total_loss": 1.5836862825381104} {"data_time": 0.010658079758286476, "eta_seconds": 57005.239498693496, "iteration": 191239, "loss_fcos_cls": 0.2304750659968704, "loss_fcos_ctr": 0.6185941724106669, "loss_fcos_loc": 0.18294487171806395, "loss_mask": 0.2489966843277216, "loss_maskiou": 0.004902231594314799, "loss_sem_seg": 0.29538397723808885, "lr": 0.01, "mask_rcnn/accuracy": 0.9052985903413089, "mask_rcnn/false_negative": 0.07938012623407059, "mask_rcnn/false_positive": 0.10521666536833485, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.5, "time": 0.7183594377711415, "total_loss": 1.6218413479218725} {"data_time": 0.010037790052592754, "eta_seconds": 57011.34505532216, "iteration": 191259, "loss_fcos_cls": 0.23207673896104097, "loss_fcos_ctr": 0.6198710827156901, "loss_fcos_loc": 0.1783545061480254, "loss_mask": 0.25657104374840856, "loss_maskiou": 0.005173013749299571, "loss_sem_seg": 0.27638169075362384, "lr": 0.01, "mask_rcnn/accuracy": 0.8775541620589122, "mask_rcnn/false_negative": 0.08708859308804145, "mask_rcnn/false_positive": 0.14089707004054303, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.7395973643288016, "total_loss": 1.5505731450975873} {"data_time": 0.009834984317421913, "eta_seconds": 57017.25716353394, "iteration": 191279, "loss_fcos_cls": 0.24804881121963263, "loss_fcos_ctr": 0.6191052980720997, "loss_fcos_loc": 0.1761536073172465, "loss_mask": 0.2630410064011812, "loss_maskiou": 0.004904541085124947, "loss_sem_seg": 0.2776830783113837, "lr": 0.01, "mask_rcnn/accuracy": 0.8846186551543694, "mask_rcnn/false_negative": 0.10201629886515545, "mask_rcnn/false_positive": 0.11920089662339416, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.7157350583001971, "total_loss": 1.5844546578991867} {"data_time": 0.011036389507353306, "eta_seconds": 57002.77125579305, "iteration": 191299, "loss_fcos_cls": 0.24120401707477868, "loss_fcos_ctr": 0.6187011757865548, "loss_fcos_loc": 0.1927547468803823, "loss_mask": 0.2630193419754505, "loss_maskiou": 0.004807283734407974, "loss_sem_seg": 0.2688996382057667, "lr": 0.01, "mask_rcnn/accuracy": 0.8793236044417767, "mask_rcnn/false_negative": 0.09697698806976263, "mask_rcnn/false_positive": 0.13287603984419677, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.0, "time": 0.70905168261379, "total_loss": 1.5906811815275432} {"data_time": 0.01037412416189909, "eta_seconds": 56995.48675697856, "iteration": 191319, "loss_fcos_cls": 0.24548616399988532, "loss_fcos_ctr": 0.6172878546640277, "loss_fcos_loc": 0.18652818072587252, "loss_mask": 0.24557201750576496, "loss_maskiou": 0.0054600780276814476, "loss_sem_seg": 0.2734295977279544, "lr": 0.01, "mask_rcnn/accuracy": 0.8813769363166953, "mask_rcnn/false_negative": 0.09274447513454459, "mask_rcnn/false_positive": 0.13595495359235704, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.7333870204165578, "total_loss": 1.581489273426996} {"data_time": 0.00981464609503746, "eta_seconds": 57006.72449337784, "iteration": 191339, "loss_fcos_cls": 0.24169863283168525, "loss_fcos_ctr": 0.6209954735822976, "loss_fcos_loc": 0.18662192882038653, "loss_mask": 0.2704459736123681, "loss_maskiou": 0.005415468331193551, "loss_sem_seg": 0.22896045679226518, "lr": 0.01, "mask_rcnn/accuracy": 0.8989596181879345, "mask_rcnn/false_negative": 0.08459320919285263, "mask_rcnn/false_positive": 0.11311214015980968, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.75, "time": 0.7252700580283999, "total_loss": 1.5479518255815492} {"data_time": 0.009837841615080833, "eta_seconds": 56966.51128043048, "iteration": 191359, "loss_fcos_cls": 0.23470514547079802, "loss_fcos_ctr": 0.6162884491495788, "loss_fcos_loc": 0.1833389006787911, "loss_mask": 0.26198697090148926, "loss_maskiou": 0.005185707537748385, "loss_sem_seg": 0.28515526349656284, "lr": 0.01, "mask_rcnn/accuracy": 0.8938639440006058, "mask_rcnn/false_negative": 0.08423855302855067, "mask_rcnn/false_positive": 0.13000334157778942, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.25, "time": 0.7289444142952561, "total_loss": 1.577859164597612} {"data_time": 0.010237302631139755, "eta_seconds": 56986.929408537224, "iteration": 191379, "loss_fcos_cls": 0.2548875790089369, "loss_fcos_ctr": 0.6188323758542538, "loss_fcos_loc": 0.1873035749886185, "loss_mask": 0.26236763689666986, "loss_maskiou": 0.005246088978310581, "loss_sem_seg": 0.2710119488183409, "lr": 0.01, "mask_rcnn/accuracy": 0.8744374633824822, "mask_rcnn/false_negative": 0.10523714463278999, "mask_rcnn/false_positive": 0.12465876183055033, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.7333455691114068, "total_loss": 1.613161832690821} {"data_time": 0.010444678366184235, "eta_seconds": 56972.43279073574, "iteration": 191399, "loss_fcos_cls": 0.25388654926791787, "loss_fcos_ctr": 0.6184467375278473, "loss_fcos_loc": 0.18437863769941032, "loss_mask": 0.25167371425777674, "loss_maskiou": 0.00457145860127639, "loss_sem_seg": 0.24380237818695605, "lr": 0.01, "mask_rcnn/accuracy": 0.8941020913315821, "mask_rcnn/false_negative": 0.08490088964710515, "mask_rcnn/false_positive": 0.13278544270148282, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.25, "time": 0.7124313060194254, "total_loss": 1.5749940115929348} {"data_time": 0.01054597832262516, "eta_seconds": 56978.984624548815, "iteration": 191419, "loss_fcos_cls": 0.247096847044304, "loss_fcos_ctr": 0.6192759713158011, "loss_fcos_loc": 0.1848227314185351, "loss_mask": 0.2727961465716362, "loss_maskiou": 0.005387011289712973, "loss_sem_seg": 0.26195562491193414, "lr": 0.01, "mask_rcnn/accuracy": 0.8733353699871558, "mask_rcnn/false_negative": 0.09595028147735521, "mask_rcnn/false_positive": 0.1289233731912441, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7192761190235615, "total_loss": 1.5800481295154896} {"data_time": 0.01057998277246952, "eta_seconds": 56964.48264961224, "iteration": 191439, "loss_fcos_cls": 0.24607486801687628, "loss_fcos_ctr": 0.6176736801862717, "loss_fcos_loc": 0.18454245757311583, "loss_mask": 0.24217595951631665, "loss_maskiou": 0.004778977325258893, "loss_sem_seg": 0.25855978834442794, "lr": 0.01, "mask_rcnn/accuracy": 0.8864506614137591, "mask_rcnn/false_negative": 0.08282453594531314, "mask_rcnn/false_positive": 0.13327911322449743, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7364539550617337, "total_loss": 1.5574373616545927} {"data_time": 0.01065063290297985, "eta_seconds": 56928.942937331274, "iteration": 191459, "loss_fcos_cls": 0.24326349730836228, "loss_fcos_ctr": 0.6167606166563928, "loss_fcos_loc": 0.1859645047225058, "loss_mask": 0.25631205178797245, "loss_maskiou": 0.005988574732327834, "loss_sem_seg": 0.29859033948741853, "lr": 0.01, "mask_rcnn/accuracy": 0.8874299763255398, "mask_rcnn/false_negative": 0.09167291518175338, "mask_rcnn/false_positive": 0.1150741537855065, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 35.0, "time": 0.7167673129588366, "total_loss": 1.584872583291144} {"data_time": 0.010454429313540459, "eta_seconds": 56924.95508710388, "iteration": 191479, "loss_fcos_cls": 0.25393472774885595, "loss_fcos_ctr": 0.6175474235787988, "loss_fcos_loc": 0.1854524896480143, "loss_mask": 0.25459779240190983, "loss_maskiou": 0.005368835016270168, "loss_sem_seg": 0.3004713198170066, "lr": 0.01, "mask_rcnn/accuracy": 0.8985215217039196, "mask_rcnn/false_negative": 0.09038328345269975, "mask_rcnn/false_positive": 0.11390487420820636, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.0, "time": 0.7228222219273448, "total_loss": 1.6342780775376013} {"data_time": 0.009791272692382336, "eta_seconds": 56890.7702604169, "iteration": 191499, "loss_fcos_cls": 0.2460067478241399, "loss_fcos_ctr": 0.6176965925842524, "loss_fcos_loc": 0.18604728544596583, "loss_mask": 0.26901725213974714, "loss_maskiou": 0.006150133780465694, "loss_sem_seg": 0.2501585171557963, "lr": 0.01, "mask_rcnn/accuracy": 0.8909139927157304, "mask_rcnn/false_negative": 0.09213471424385826, "mask_rcnn/false_positive": 0.1346786717797918, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.25, "time": 0.6770804356783628, "total_loss": 1.5745952388606383} {"data_time": 0.010942875407636166, "eta_seconds": 56851.300304661505, "iteration": 191519, "loss_fcos_cls": 0.2493816060014069, "loss_fcos_ctr": 0.6191055483650416, "loss_fcos_loc": 0.18840309558436275, "loss_mask": 0.2607572227716446, "loss_maskiou": 0.005433522892417386, "loss_sem_seg": 0.27156082866713405, "lr": 0.01, "mask_rcnn/accuracy": 0.8811349074513526, "mask_rcnn/false_negative": 0.10740225612562034, "mask_rcnn/false_positive": 0.12464111691734311, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7129862764850259, "total_loss": 1.5984588588107727} {"data_time": 0.00996184628456831, "eta_seconds": 56826.24011479039, "iteration": 191539, "loss_fcos_cls": 0.24205578910186887, "loss_fcos_ctr": 0.6186141278594732, "loss_fcos_loc": 0.18783612170955166, "loss_mask": 0.2553115002810955, "loss_maskiou": 0.005537514171010116, "loss_sem_seg": 0.27565916953608394, "lr": 0.01, "mask_rcnn/accuracy": 0.8842616228822355, "mask_rcnn/false_negative": 0.08375865481371494, "mask_rcnn/false_positive": 0.12752207601367996, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.5, "time": 0.7165466398000717, "total_loss": 1.5658110206422862} {"data_time": 0.012134064920246601, "eta_seconds": 56797.27897798922, "iteration": 191559, "loss_fcos_cls": 0.24116748466622084, "loss_fcos_ctr": 0.6176266241818666, "loss_fcos_loc": 0.1834455035859719, "loss_mask": 0.2606541058048606, "loss_maskiou": 0.005321580916643143, "loss_sem_seg": 0.27837929921224713, "lr": 0.01, "mask_rcnn/accuracy": 0.8823596260312636, "mask_rcnn/false_negative": 0.08276538840646663, "mask_rcnn/false_positive": 0.15432991440646737, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.75, "time": 0.722634750418365, "total_loss": 1.5812110985352774} {"data_time": 0.008665713481605053, "eta_seconds": 56797.26967591513, "iteration": 191579, "loss_fcos_cls": 0.26594345876947045, "loss_fcos_ctr": 0.6190332444384694, "loss_fcos_loc": 0.1884443226736039, "loss_mask": 0.2503769062459469, "loss_maskiou": 0.005257655573586817, "loss_sem_seg": 0.31234746146947145, "lr": 0.01, "mask_rcnn/accuracy": 0.8957180835817473, "mask_rcnn/false_negative": 0.07046927557841319, "mask_rcnn/false_positive": 0.11491561719736731, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.25, "time": 0.7211439041420817, "total_loss": 1.6413996082847007} {"data_time": 0.010290341451764107, "eta_seconds": 56782.7844564775, "iteration": 191599, "loss_fcos_cls": 0.24950429610908031, "loss_fcos_ctr": 0.6183445397764444, "loss_fcos_loc": 0.18780778837390244, "loss_mask": 0.2497892235405743, "loss_maskiou": 0.005037734550569439, "loss_sem_seg": 0.2570361904799938, "lr": 0.01, "mask_rcnn/accuracy": 0.9012481409567876, "mask_rcnn/false_negative": 0.08485598521894458, "mask_rcnn/false_positive": 0.11627194501604238, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.5, "time": 0.7288312306627631, "total_loss": 1.5552841181779513} {"data_time": 0.011119182221591473, "eta_seconds": 56732.44911885448, "iteration": 191619, "loss_fcos_cls": 0.24565358646214008, "loss_fcos_ctr": 0.6184573043137789, "loss_fcos_loc": 0.1889197153504938, "loss_mask": 0.2600116329267621, "loss_maskiou": 0.004797386784048285, "loss_sem_seg": 0.2879722926300019, "lr": 0.01, "mask_rcnn/accuracy": 0.8987766697588127, "mask_rcnn/false_negative": 0.08522971846421014, "mask_rcnn/false_positive": 0.12042955904919184, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7232526242733002, "total_loss": 1.5918800811850815} {"data_time": 0.009469561278820038, "eta_seconds": 56685.75178022869, "iteration": 191639, "loss_fcos_cls": 0.23551203170791268, "loss_fcos_ctr": 0.6183705870062113, "loss_fcos_loc": 0.1830781726166606, "loss_mask": 0.2719878824427724, "loss_maskiou": 0.006139750883448869, "loss_sem_seg": 0.2713418952189386, "lr": 0.01, "mask_rcnn/accuracy": 0.8859850617576099, "mask_rcnn/false_negative": 0.1001137660615321, "mask_rcnn/false_positive": 0.13235802695012155, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.723154922015965, "total_loss": 1.5662623436001013} {"data_time": 0.010046262294054031, "eta_seconds": 56676.649975926615, "iteration": 191659, "loss_fcos_cls": 0.24223767849616706, "loss_fcos_ctr": 0.618394538294524, "loss_fcos_loc": 0.17819637700449675, "loss_mask": 0.260024668648839, "loss_maskiou": 0.005381228860642295, "loss_sem_seg": 0.2559183440171182, "lr": 0.01, "mask_rcnn/accuracy": 0.9042988028544752, "mask_rcnn/false_negative": 0.08151001858188874, "mask_rcnn/false_positive": 0.11803145260005264, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.75, "time": 0.7339028120040894, "total_loss": 1.5603487189800944} {"data_time": 0.0101225720718503, "eta_seconds": 56706.73205148149, "iteration": 191679, "loss_fcos_cls": 0.24267819517990574, "loss_fcos_ctr": 0.6203773580491543, "loss_fcos_loc": 0.18897356954403222, "loss_mask": 0.2694401368498802, "loss_maskiou": 0.00524642835080158, "loss_sem_seg": 0.28872094489634037, "lr": 0.01, "mask_rcnn/accuracy": 0.8755982693264923, "mask_rcnn/false_negative": 0.08303306289533996, "mask_rcnn/false_positive": 0.16721813275703373, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.75, "time": 0.7267223615199327, "total_loss": 1.5949808801451582} {"data_time": 0.009334558621048927, "eta_seconds": 56697.84446982108, "iteration": 191699, "loss_fcos_cls": 0.2463003695011139, "loss_fcos_ctr": 0.62100450694561, "loss_fcos_loc": 0.18360261793714017, "loss_mask": 0.26279053557664156, "loss_maskiou": 0.0052888171339873224, "loss_sem_seg": 0.30108946841210127, "lr": 0.01, "mask_rcnn/accuracy": 0.885569694601599, "mask_rcnn/false_negative": 0.08642074232232001, "mask_rcnn/false_positive": 0.1313517869677085, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.25, "time": 0.7288639582693577, "total_loss": 1.6367031777990633} {"data_time": 0.009457684122025967, "eta_seconds": 56706.42116116267, "iteration": 191719, "loss_fcos_cls": 0.2422883234685287, "loss_fcos_ctr": 0.6182921016588807, "loss_fcos_loc": 0.19066731561906636, "loss_mask": 0.26180928014218807, "loss_maskiou": 0.005441141514893388, "loss_sem_seg": 0.28554390650242567, "lr": 0.01, "mask_rcnn/accuracy": 0.881142889848247, "mask_rcnn/false_negative": 0.09524940235220647, "mask_rcnn/false_positive": 0.16019278319374353, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.728780553676188, "total_loss": 1.6506341503263684} {"data_time": 0.010219122283160686, "eta_seconds": 56775.1230455786, "iteration": 191739, "loss_fcos_cls": 0.23413372039794922, "loss_fcos_ctr": 0.6211747769266367, "loss_fcos_loc": 0.19072840944863856, "loss_mask": 0.26968178525567055, "loss_maskiou": 0.005249043133517262, "loss_sem_seg": 0.24462884571403265, "lr": 0.01, "mask_rcnn/accuracy": 0.89984233276644, "mask_rcnn/false_negative": 0.0846102258215859, "mask_rcnn/false_positive": 0.1256722673408925, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.75, "time": 0.7378049204126, "total_loss": 1.5699683875354822} {"data_time": 0.010041368193924427, "eta_seconds": 56741.19946296327, "iteration": 191759, "loss_fcos_cls": 0.23470583622111008, "loss_fcos_ctr": 0.6186465816572309, "loss_fcos_loc": 0.1847406248562038, "loss_mask": 0.25405913032591343, "loss_maskiou": 0.005215921715716831, "loss_sem_seg": 0.2644023303873837, "lr": 0.01, "mask_rcnn/accuracy": 0.8869439862743435, "mask_rcnn/false_negative": 0.1036772731067202, "mask_rcnn/false_positive": 0.12314858558119848, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7165372958406806, "total_loss": 1.6061390519316774} {"data_time": 0.010043161921203136, "eta_seconds": 56718.1658742642, "iteration": 191779, "loss_fcos_cls": 0.24397805472835898, "loss_fcos_ctr": 0.6229422888718545, "loss_fcos_loc": 0.1971289961365983, "loss_mask": 0.26119406521320343, "loss_maskiou": 0.004936625155096408, "loss_sem_seg": 0.25993251730687916, "lr": 0.01, "mask_rcnn/accuracy": 0.8659107642008586, "mask_rcnn/false_negative": 0.1043327113574655, "mask_rcnn/false_positive": 0.1418353681778607, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.0, "time": 0.7240932593122125, "total_loss": 1.5718136375217} {"data_time": 0.010184000246226788, "eta_seconds": 56694.48095554579, "iteration": 191799, "loss_fcos_cls": 0.2371429909253493, "loss_fcos_ctr": 0.6163247423246503, "loss_fcos_loc": 0.17675878969021142, "loss_mask": 0.2391988462768495, "loss_maskiou": 0.0044389825270627625, "loss_sem_seg": 0.24690960673615336, "lr": 0.01, "mask_rcnn/accuracy": 0.8916151551470686, "mask_rcnn/false_negative": 0.08461811353454195, "mask_rcnn/false_positive": 0.10938151118411443, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.25, "time": 0.7108164755627513, "total_loss": 1.520989279357309} {"data_time": 0.009507659822702408, "eta_seconds": 56697.686829334125, "iteration": 191819, "loss_fcos_cls": 0.24156465072883293, "loss_fcos_ctr": 0.6194007038138807, "loss_fcos_loc": 0.18969694408588111, "loss_mask": 0.24764344654977322, "loss_maskiou": 0.005353792788810097, "loss_sem_seg": 0.24215094838291407, "lr": 0.01, "mask_rcnn/accuracy": 0.8865780145235226, "mask_rcnn/false_negative": 0.09642265087303445, "mask_rcnn/false_positive": 0.12509993000642783, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.5, "time": 0.7319372314959764, "total_loss": 1.581188791889872} {"data_time": 0.00999110285192728, "eta_seconds": 56665.48159187753, "iteration": 191839, "loss_fcos_cls": 0.23468398908153176, "loss_fcos_ctr": 0.6192453959956765, "loss_fcos_loc": 0.19206116802524775, "loss_mask": 0.25358532229438424, "loss_maskiou": 0.005226387016591616, "loss_sem_seg": 0.2504469337873161, "lr": 0.01, "mask_rcnn/accuracy": 0.8730031835743146, "mask_rcnn/false_negative": 0.08109632600941682, "mask_rcnn/false_positive": 0.1344610075298458, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.7216458097100258, "total_loss": 1.5618213790876325} {"data_time": 0.009411574341356754, "eta_seconds": 56688.06800200045, "iteration": 191859, "loss_fcos_cls": 0.23000376019626856, "loss_fcos_ctr": 0.6189312245696783, "loss_fcos_loc": 0.18286917806835845, "loss_mask": 0.2565741455182433, "loss_maskiou": 0.00525216935784556, "loss_sem_seg": 0.2325770368333906, "lr": 0.01, "mask_rcnn/accuracy": 0.8953501111983255, "mask_rcnn/false_negative": 0.08652554662599304, "mask_rcnn/false_positive": 0.1335853567712852, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.25, "time": 0.7508830484002829, "total_loss": 1.516437114245491} {"data_time": 0.009839809499680996, "eta_seconds": 56665.45564518217, "iteration": 191879, "loss_fcos_cls": 0.23077765107154846, "loss_fcos_ctr": 0.6168893808498979, "loss_fcos_loc": 0.18392920831684023, "loss_mask": 0.2599452193826437, "loss_maskiou": 0.005102818045997992, "loss_sem_seg": 0.22599341603927314, "lr": 0.01, "mask_rcnn/accuracy": 0.8899977979601175, "mask_rcnn/false_negative": 0.08591754797375117, "mask_rcnn/false_positive": 0.13174402001083685, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7358013112097979, "total_loss": 1.5297046540581505} {"data_time": 0.01016068272292614, "eta_seconds": 56611.875345358625, "iteration": 191899, "loss_fcos_cls": 0.24435529427137226, "loss_fcos_ctr": 0.6172264325432479, "loss_fcos_loc": 0.18424454564228654, "loss_mask": 0.25923057459294796, "loss_maskiou": 0.005414246174041182, "loss_sem_seg": 0.2712411230895668, "lr": 0.01, "mask_rcnn/accuracy": 0.8879486313439849, "mask_rcnn/false_negative": 0.0922398239269244, "mask_rcnn/false_positive": 0.13284647484551879, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.5, "time": 0.7208056692034006, "total_loss": 1.5810872303045471} {"data_time": 0.010361593216657639, "eta_seconds": 56570.57926686108, "iteration": 191919, "loss_fcos_cls": 0.2401282090577297, "loss_fcos_ctr": 0.6201959871686995, "loss_fcos_loc": 0.18776308634551242, "loss_mask": 0.26073539908975363, "loss_maskiou": 0.005177699356863741, "loss_sem_seg": 0.2777676109690219, "lr": 0.01, "mask_rcnn/accuracy": 0.8908230894459528, "mask_rcnn/false_negative": 0.09273268351788339, "mask_rcnn/false_positive": 0.12644145000629894, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.25, "time": 0.7302343640476465, "total_loss": 1.5893577237438876} {"data_time": 0.01001658383756876, "eta_seconds": 56602.14963131305, "iteration": 191939, "loss_fcos_cls": 0.23065394151490182, "loss_fcos_ctr": 0.6229026112705469, "loss_fcos_loc": 0.19337456324137747, "loss_mask": 0.262877922039479, "loss_maskiou": 0.005447151666885475, "loss_sem_seg": 0.2872007831465453, "lr": 0.01, "mask_rcnn/accuracy": 0.8975807848757344, "mask_rcnn/false_negative": 0.10098536481775044, "mask_rcnn/false_positive": 0.10663206276435681, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.5, "time": 0.7211785968393087, "total_loss": 1.5972790356645419} {"data_time": 0.010285346768796444, "eta_seconds": 56568.09813616052, "iteration": 191959, "loss_fcos_cls": 0.2478641604539007, "loss_fcos_ctr": 0.6222406490705907, "loss_fcos_loc": 0.20107471221126616, "loss_mask": 0.2587920743972063, "loss_maskiou": 0.004970823349140119, "loss_sem_seg": 0.2575127109885216, "lr": 0.01, "mask_rcnn/accuracy": 0.88276694606414, "mask_rcnn/false_negative": 0.07769014296908563, "mask_rcnn/false_positive": 0.14436643800780818, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.5, "time": 0.7444227803498507, "total_loss": 1.586424228909891} {"data_time": 0.010930899530649185, "eta_seconds": 56552.0308744926, "iteration": 191979, "loss_fcos_cls": 0.23711376124992967, "loss_fcos_ctr": 0.6177272154018283, "loss_fcos_loc": 0.18284655216848478, "loss_mask": 0.25144902151077986, "loss_maskiou": 0.004998556727514369, "loss_sem_seg": 0.2736558844335377, "lr": 0.01, "mask_rcnn/accuracy": 0.895549277403269, "mask_rcnn/false_negative": 0.09391196857563336, "mask_rcnn/false_positive": 0.10883898286415644, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.75, "time": 0.7255986332893372, "total_loss": 1.5446516698139021} {"data_time": 0.010044786147773266, "eta_seconds": 56475.04253964592, "iteration": 191999, "loss_fcos_cls": 0.2530842834385112, "loss_fcos_ctr": 0.6175020299851894, "loss_fcos_loc": 0.18881208752281964, "loss_mask": 0.25235453713685274, "loss_maskiou": 0.004653499243431725, "loss_sem_seg": 0.2417079354636371, "lr": 0.01, "mask_rcnn/accuracy": 0.8916181798061691, "mask_rcnn/false_negative": 0.09715492068537805, "mask_rcnn/false_positive": 0.11589953365152555, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.0, "time": 0.729693609289825, "total_loss": 1.5478904490737477} {"data_time": 0.008821321651339531, "eta_seconds": 56394.17907399405, "iteration": 192019, "loss_fcos_cls": 0.23326975398231298, "loss_fcos_ctr": 0.6192536479793489, "loss_fcos_loc": 0.18769678904209286, "loss_mask": 0.2555403346195817, "loss_maskiou": 0.004464858186111087, "loss_sem_seg": 0.250590187497437, "lr": 0.01, "mask_rcnn/accuracy": 0.8997211737359521, "mask_rcnn/false_negative": 0.07659180480508859, "mask_rcnn/false_positive": 0.1061924583497937, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 34.25, "time": 0.710535142570734, "total_loss": 1.532330405592802} {"data_time": 0.010040841065347195, "eta_seconds": 56357.49846555479, "iteration": 192039, "loss_fcos_cls": 0.23149479553103447, "loss_fcos_ctr": 0.6195318242534995, "loss_fcos_loc": 0.18046140973456204, "loss_mask": 0.25114610232412815, "loss_maskiou": 0.004631215088011231, "loss_sem_seg": 0.2556472602300346, "lr": 0.01, "mask_rcnn/accuracy": 0.8902072178459296, "mask_rcnn/false_negative": 0.08488344055052512, "mask_rcnn/false_positive": 0.127586269016463, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.75, "time": 0.7103689024224877, "total_loss": 1.5351341309287818} {"data_time": 0.009836911223828793, "eta_seconds": 56350.9622928258, "iteration": 192059, "loss_fcos_cls": 0.23573309346102178, "loss_fcos_ctr": 0.6188319968059659, "loss_fcos_loc": 0.18951792968437076, "loss_mask": 0.2631186484359205, "loss_maskiou": 0.005656635152263334, "loss_sem_seg": 0.2999417647952214, "lr": 0.01, "mask_rcnn/accuracy": 0.89659611141754, "mask_rcnn/false_negative": 0.09161371651000612, "mask_rcnn/false_positive": 0.15198854970694686, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.75, "time": 0.722977570258081, "total_loss": 1.6306115529005183} {"data_time": 0.011695323511958122, "eta_seconds": 56346.942686624825, "iteration": 192079, "loss_fcos_cls": 0.23691418464295566, "loss_fcos_ctr": 0.6170880226418376, "loss_fcos_loc": 0.18733478523790836, "loss_mask": 0.2590810616966337, "loss_maskiou": 0.005131594367412617, "loss_sem_seg": 0.31439958745613694, "lr": 0.01, "mask_rcnn/accuracy": 0.8798803073861123, "mask_rcnn/false_negative": 0.0850626241123538, "mask_rcnn/false_positive": 0.18815589704252078, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7275606384500861, "total_loss": 1.6283703067456372} {"data_time": 0.009088190272450447, "eta_seconds": 56363.15747992974, "iteration": 192099, "loss_fcos_cls": 0.2464052870636806, "loss_fcos_ctr": 0.6167073156684637, "loss_fcos_loc": 0.18597890934324823, "loss_mask": 0.26366166956722736, "loss_maskiou": 0.005688629003998358, "loss_sem_seg": 0.2710860027000308, "lr": 0.01, "mask_rcnn/accuracy": 0.901263836855193, "mask_rcnn/false_negative": 0.08907028218821986, "mask_rcnn/false_positive": 0.10726034497852908, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.75, "time": 0.7292980570346117, "total_loss": 1.5999328143225284} {"data_time": 0.00922849029302597, "eta_seconds": 56388.15897270758, "iteration": 192119, "loss_fcos_cls": 0.23763094132300466, "loss_fcos_ctr": 0.6181207476183772, "loss_fcos_loc": 0.18423512659501284, "loss_mask": 0.26909713447093964, "loss_maskiou": 0.005359056842280552, "loss_sem_seg": 0.2560648450162262, "lr": 0.01, "mask_rcnn/accuracy": 0.8821186841672153, "mask_rcnn/false_negative": 0.10131938765616971, "mask_rcnn/false_positive": 0.11249547306678834, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.7582891313359141, "total_loss": 1.5690066353490693} {"data_time": 0.010326649993658066, "eta_seconds": 56355.323708706535, "iteration": 192139, "loss_fcos_cls": 0.23245429946109653, "loss_fcos_ctr": 0.6178222983144224, "loss_fcos_loc": 0.18118737440090626, "loss_mask": 0.25332397501915693, "loss_maskiou": 0.005436396895674989, "loss_sem_seg": 0.2667439696379006, "lr": 0.01, "mask_rcnn/accuracy": 0.8752495563442768, "mask_rcnn/false_negative": 0.09189298345842364, "mask_rcnn/false_positive": 0.16873589077390622, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 36.25, "time": 0.7318241205066442, "total_loss": 1.5751764553206158} {"data_time": 0.008858413435518742, "eta_seconds": 56330.7280231677, "iteration": 192159, "loss_fcos_cls": 0.2457219895441085, "loss_fcos_ctr": 0.6171586811542511, "loss_fcos_loc": 0.1893409371841699, "loss_mask": 0.25971081852912903, "loss_maskiou": 0.0052661108711618, "loss_sem_seg": 0.23463771655224264, "lr": 0.01, "mask_rcnn/accuracy": 0.8856932277628032, "mask_rcnn/false_negative": 0.0983243696220947, "mask_rcnn/false_positive": 0.14260921561863907, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.75, "time": 0.7275083754211664, "total_loss": 1.5585786980955163} {"data_time": 0.009711976163089275, "eta_seconds": 56305.27564788144, "iteration": 192179, "loss_fcos_cls": 0.2374439019476995, "loss_fcos_ctr": 0.6179635562002659, "loss_fcos_loc": 0.18907169660087675, "loss_mask": 0.24699129909276962, "loss_maskiou": 0.004714840932138031, "loss_sem_seg": 0.2515288144350052, "lr": 0.01, "mask_rcnn/accuracy": 0.8977957953063884, "mask_rcnn/false_negative": 0.0867541658671489, "mask_rcnn/false_positive": 0.11998477477725131, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 25.75, "time": 0.7249709079042077, "total_loss": 1.5716005463109468} {"data_time": 0.010020517744123936, "eta_seconds": 56290.80518986937, "iteration": 192199, "loss_fcos_cls": 0.23436727398075163, "loss_fcos_ctr": 0.618563836440444, "loss_fcos_loc": 0.18111089459853247, "loss_mask": 0.2651286721229553, "loss_maskiou": 0.005587456740613561, "loss_sem_seg": 0.27541140327230096, "lr": 0.01, "mask_rcnn/accuracy": 0.8860474624632462, "mask_rcnn/false_negative": 0.09622909913889204, "mask_rcnn/false_positive": 0.13948927842460354, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.5, "time": 0.6991026205942035, "total_loss": 1.5829547159883077} {"data_time": 0.009879667311906815, "eta_seconds": 56319.55174196139, "iteration": 192219, "loss_fcos_cls": 0.24487877753563225, "loss_fcos_ctr": 0.6180071304552257, "loss_fcos_loc": 0.18587973376270384, "loss_mask": 0.25530792493373156, "loss_maskiou": 0.005021794120693812, "loss_sem_seg": 0.27677304297685623, "lr": 0.01, "mask_rcnn/accuracy": 0.8873310508413892, "mask_rcnn/false_negative": 0.07685480028936631, "mask_rcnn/false_positive": 0.15953129472866315, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.0, "time": 0.7270222902297974, "total_loss": 1.56783627383993} {"data_time": 0.011870751157402992, "eta_seconds": 56301.27540576924, "iteration": 192239, "loss_fcos_cls": 0.24124478036537766, "loss_fcos_ctr": 0.6205198271200061, "loss_fcos_loc": 0.18115367565769702, "loss_mask": 0.2585834162309766, "loss_maskiou": 0.005695589061360806, "loss_sem_seg": 0.2503045233897865, "lr": 0.01, "mask_rcnn/accuracy": 0.8692460733071332, "mask_rcnn/false_negative": 0.1144023453190649, "mask_rcnn/false_positive": 0.1539565998747139, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 39.0, "time": 0.717856821604073, "total_loss": 1.5939328733438742} {"data_time": 0.010459057055413723, "eta_seconds": 56286.79481127951, "iteration": 192259, "loss_fcos_cls": 0.22956361481919885, "loss_fcos_ctr": 0.6172345252707601, "loss_fcos_loc": 0.1764689888805151, "loss_mask": 0.2581698545254767, "loss_maskiou": 0.005380011018132791, "loss_sem_seg": 0.23182491189800203, "lr": 0.01, "mask_rcnn/accuracy": 0.9017587511943981, "mask_rcnn/false_negative": 0.08071301088740895, "mask_rcnn/false_positive": 0.1336498736024665, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.0, "time": 0.7377065140753984, "total_loss": 1.5259371374377224} {"data_time": 0.009703928604722023, "eta_seconds": 56320.37580149621, "iteration": 192279, "loss_fcos_cls": 0.23100058769341558, "loss_fcos_ctr": 0.6188140511512756, "loss_fcos_loc": 0.19333615532377735, "loss_mask": 0.26607092190533876, "loss_maskiou": 0.005428766322438605, "loss_sem_seg": 0.24184296722523868, "lr": 0.01, "mask_rcnn/accuracy": 0.8933306277056277, "mask_rcnn/false_negative": 0.0889152084907566, "mask_rcnn/false_positive": 0.11684725001282409, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7433698046952486, "total_loss": 1.5769397161056986} {"data_time": 0.009244062006473541, "eta_seconds": 56339.00423272047, "iteration": 192299, "loss_fcos_cls": 0.23197427717968822, "loss_fcos_ctr": 0.6160075329244137, "loss_fcos_loc": 0.183729792595841, "loss_mask": 0.25249035051092505, "loss_maskiou": 0.005235727679973934, "loss_sem_seg": 0.25071288156323135, "lr": 0.01, "mask_rcnn/accuracy": 0.8930491130194947, "mask_rcnn/false_negative": 0.08827505382133982, "mask_rcnn/false_positive": 0.12092904051586723, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.5, "time": 0.7539419773966074, "total_loss": 1.5353912640639464} {"data_time": 0.010333867743611336, "eta_seconds": 56324.50274516363, "iteration": 192319, "loss_fcos_cls": 0.21166089200414717, "loss_fcos_ctr": 0.6176459211856127, "loss_fcos_loc": 0.18267691164510325, "loss_mask": 0.25419216603040695, "loss_maskiou": 0.00514262691285694, "loss_sem_seg": 0.2467902567004785, "lr": 0.01, "mask_rcnn/accuracy": 0.8749783811829817, "mask_rcnn/false_negative": 0.0989475096741676, "mask_rcnn/false_positive": 0.14401688978951954, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7258768817409873, "total_loss": 1.5167579494591337} {"data_time": 0.009982242248952389, "eta_seconds": 56310.00125760678, "iteration": 192339, "loss_fcos_cls": 0.23297210247255862, "loss_fcos_ctr": 0.6173676941543818, "loss_fcos_loc": 0.18441204028204083, "loss_mask": 0.27717502415180206, "loss_maskiou": 0.005545288953726413, "loss_sem_seg": 0.27357022161595523, "lr": 0.01, "mask_rcnn/accuracy": 0.9002999234924323, "mask_rcnn/false_negative": 0.09273936308855886, "mask_rcnn/false_positive": 0.12454127259395467, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.0, "time": 0.7260598419234157, "total_loss": 1.5813966620298743} {"data_time": 0.010402093641459942, "eta_seconds": 56277.752366555855, "iteration": 192359, "loss_fcos_cls": 0.22544548189034685, "loss_fcos_ctr": 0.6180495424196124, "loss_fcos_loc": 0.19009177677799016, "loss_mask": 0.24550653342157602, "loss_maskiou": 0.005248685833066702, "loss_sem_seg": 0.2811734233982861, "lr": 0.01, "mask_rcnn/accuracy": 0.8969949465110512, "mask_rcnn/false_negative": 0.08783910235681591, "mask_rcnn/false_positive": 0.12052651205972403, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 32.25, "time": 0.7200894542038441, "total_loss": 1.5692107253398717} {"data_time": 0.010592716746032238, "eta_seconds": 56265.16405624151, "iteration": 192379, "loss_fcos_cls": 0.23104771808721125, "loss_fcos_ctr": 0.6179179223254323, "loss_fcos_loc": 0.18286539451219141, "loss_mask": 0.2532062819227576, "loss_maskiou": 0.004773497406858951, "loss_sem_seg": 0.25224311207421124, "lr": 0.01, "mask_rcnn/accuracy": 0.8918620731120731, "mask_rcnn/false_negative": 0.08366743329214969, "mask_rcnn/false_positive": 0.1405770693756056, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.5, "time": 0.7290372839197516, "total_loss": 1.5736484182270942} {"data_time": 0.010301140137016773, "eta_seconds": 56241.92692071106, "iteration": 192399, "loss_fcos_cls": 0.21581490384414792, "loss_fcos_ctr": 0.6177438031882048, "loss_fcos_loc": 0.18042645475361496, "loss_mask": 0.2315859985537827, "loss_maskiou": 0.0049589569825911894, "loss_sem_seg": 0.23367283027619123, "lr": 0.01, "mask_rcnn/accuracy": 0.8952584515238455, "mask_rcnn/false_negative": 0.06992539703316203, "mask_rcnn/false_positive": 0.13608869573209958, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.5, "time": 0.6926535554230213, "total_loss": 1.4883755078990362} {"data_time": 0.009680349379777908, "eta_seconds": 56221.642715723254, "iteration": 192419, "loss_fcos_cls": 0.23559418926015496, "loss_fcos_ctr": 0.612972617149353, "loss_fcos_loc": 0.18098176328931004, "loss_mask": 0.2533236565068364, "loss_maskiou": 0.00494516764592845, "loss_sem_seg": 0.22312880703248084, "lr": 0.01, "mask_rcnn/accuracy": 0.8827092996289425, "mask_rcnn/false_negative": 0.09391779321178427, "mask_rcnn/false_positive": 0.1264711661061193, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7213247204199433, "total_loss": 1.5036638626879721} {"data_time": 0.011807750910520554, "eta_seconds": 56219.764702958986, "iteration": 192439, "loss_fcos_cls": 0.227518898434937, "loss_fcos_ctr": 0.6179038239642978, "loss_fcos_loc": 0.1877056339289993, "loss_mask": 0.25255350349470973, "loss_maskiou": 0.005092088227684144, "loss_sem_seg": 0.23487577633932233, "lr": 0.01, "mask_rcnn/accuracy": 0.882497114735978, "mask_rcnn/false_negative": 0.10503166909816526, "mask_rcnn/false_positive": 0.10890482244731517, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.0, "time": 0.7282368587329984, "total_loss": 1.5218983344529988} {"data_time": 0.009532572701573372, "eta_seconds": 56189.35686653573, "iteration": 192459, "loss_fcos_cls": 0.22336805146187544, "loss_fcos_ctr": 0.6159209925681353, "loss_fcos_loc": 0.18872294703032821, "loss_mask": 0.2508582603186369, "loss_maskiou": 0.004641479070414789, "loss_sem_seg": 0.25148018659092486, "lr": 0.01, "mask_rcnn/accuracy": 0.862947809773627, "mask_rcnn/false_negative": 0.11990924370004562, "mask_rcnn/false_positive": 0.1270397939462155, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.5, "time": 0.6953591201454401, "total_loss": 1.5595138652060996} {"data_time": 0.010532223619520664, "eta_seconds": 56192.677017867565, "iteration": 192479, "loss_fcos_cls": 0.22936054365709424, "loss_fcos_ctr": 0.618958905339241, "loss_fcos_loc": 0.19412324554286897, "loss_mask": 0.2570646768435836, "loss_maskiou": 0.005334153829608113, "loss_sem_seg": 0.28757109260186553, "lr": 0.01, "mask_rcnn/accuracy": 0.8778558813635344, "mask_rcnn/false_negative": 0.1030117210902852, "mask_rcnn/false_positive": 0.14784685368934083, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.7405291441828012, "total_loss": 1.5996201845555333} {"data_time": 0.010106673464179039, "eta_seconds": 56227.09630417358, "iteration": 192499, "loss_fcos_cls": 0.23337743477895856, "loss_fcos_ctr": 0.6215727310627699, "loss_fcos_loc": 0.18647828357643448, "loss_mask": 0.23538299649953842, "loss_maskiou": 0.004639821167074842, "loss_sem_seg": 0.2654689350165427, "lr": 0.01, "mask_rcnn/accuracy": 0.8986462531721153, "mask_rcnn/false_negative": 0.0857149556298551, "mask_rcnn/false_positive": 0.11696879980251496, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.25, "time": 0.7219700757414103, "total_loss": 1.5597217053764325} {"data_time": 0.00985144916921854, "eta_seconds": 56262.47568560857, "iteration": 192519, "loss_fcos_cls": 0.23582548170816153, "loss_fcos_ctr": 0.6188109377399087, "loss_fcos_loc": 0.18281082739122212, "loss_mask": 0.24606285896152258, "loss_maskiou": 0.004519862144661602, "loss_sem_seg": 0.2655597822740674, "lr": 0.01, "mask_rcnn/accuracy": 0.9027992893586005, "mask_rcnn/false_negative": 0.07931354957465282, "mask_rcnn/false_positive": 0.11441962481503717, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.25, "time": 0.7329273084178567, "total_loss": 1.5681035576562863} {"data_time": 0.009592421352863312, "eta_seconds": 56256.99423042219, "iteration": 192539, "loss_fcos_cls": 0.23770977975800633, "loss_fcos_ctr": 0.6146781137213111, "loss_fcos_loc": 0.18261810473632067, "loss_mask": 0.24362404830753803, "loss_maskiou": 0.005239676786004566, "loss_sem_seg": 0.27014704776229337, "lr": 0.01, "mask_rcnn/accuracy": 0.8890513522482164, "mask_rcnn/false_negative": 0.1031667778351209, "mask_rcnn/false_positive": 0.14329566899278706, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.7266377359628677, "total_loss": 1.5502327701251488} {"data_time": 0.01024770550429821, "eta_seconds": 56175.34921623394, "iteration": 192559, "loss_fcos_cls": 0.23690080014057457, "loss_fcos_ctr": 0.619613179937005, "loss_fcos_loc": 0.19070414459565654, "loss_mask": 0.25024520233273506, "loss_maskiou": 0.005469976691529155, "loss_sem_seg": 0.23658552975393832, "lr": 0.01, "mask_rcnn/accuracy": 0.8777255639097744, "mask_rcnn/false_negative": 0.09462665882711456, "mask_rcnn/false_positive": 0.13758354798816377, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.6948100700974464, "total_loss": 1.5574819210596615} {"data_time": 0.010834374465048313, "eta_seconds": 56236.255667645484, "iteration": 192579, "loss_fcos_cls": 0.22320373094407842, "loss_fcos_ctr": 0.618249386548996, "loss_fcos_loc": 0.1801120119052939, "loss_mask": 0.25696138432249427, "loss_maskiou": 0.0051580901417764835, "loss_sem_seg": 0.23935541743412614, "lr": 0.01, "mask_rcnn/accuracy": 0.8943231513384575, "mask_rcnn/false_negative": 0.07926228006417371, "mask_rcnn/false_positive": 0.13931626113142348, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 34.75, "time": 0.7429105099290609, "total_loss": 1.541350657818839} {"data_time": 0.01053689792752266, "eta_seconds": 56146.33339814469, "iteration": 192599, "loss_fcos_cls": 0.22628882969729602, "loss_fcos_ctr": 0.6172323310747743, "loss_fcos_loc": 0.1820889215450734, "loss_mask": 0.25494844233617187, "loss_maskiou": 0.004653314004826825, "loss_sem_seg": 0.2303476487286389, "lr": 0.01, "mask_rcnn/accuracy": 0.9084422006380192, "mask_rcnn/false_negative": 0.07781539132800572, "mask_rcnn/false_positive": 0.11898981947967449, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.75, "time": 0.7193136010318995, "total_loss": 1.5287646814249456} {"data_time": 0.010428180918097496, "eta_seconds": 56179.65231986996, "iteration": 192619, "loss_fcos_cls": 0.22839126805774868, "loss_fcos_ctr": 0.6151404599659145, "loss_fcos_loc": 0.17694307304918766, "loss_mask": 0.24309162888675928, "loss_maskiou": 0.0057516961969668046, "loss_sem_seg": 0.2543808505870402, "lr": 0.01, "mask_rcnn/accuracy": 0.8956515921100583, "mask_rcnn/false_negative": 0.10287767362220579, "mask_rcnn/false_positive": 0.0962392281613868, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7274914300069213, "total_loss": 1.524270029811305} {"data_time": 0.01010288018733263, "eta_seconds": 56182.56184060313, "iteration": 192639, "loss_fcos_cls": 0.22480716137215495, "loss_fcos_ctr": 0.617364733479917, "loss_fcos_loc": 0.18874224403407425, "loss_mask": 0.2560757249593735, "loss_maskiou": 0.004966384214640129, "loss_sem_seg": 0.2494379011914134, "lr": 0.01, "mask_rcnn/accuracy": 0.8874700579804405, "mask_rcnn/false_negative": 0.09491523770173248, "mask_rcnn/false_positive": 0.10592507958205867, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.5, "time": 0.7341785933822393, "total_loss": 1.5384155705251032} {"data_time": 0.010823434218764305, "eta_seconds": 56189.95820941217, "iteration": 192659, "loss_fcos_cls": 0.22061147168278694, "loss_fcos_ctr": 0.6162688415497541, "loss_fcos_loc": 0.181795833283104, "loss_mask": 0.252864733338356, "loss_maskiou": 0.005467847622639965, "loss_sem_seg": 0.2719553802162409, "lr": 0.01, "mask_rcnn/accuracy": 0.8881106177726661, "mask_rcnn/false_negative": 0.08849671096993594, "mask_rcnn/false_positive": 0.15498551578327302, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7339944038540125, "total_loss": 1.5549627357613645} {"data_time": 0.010095031931996346, "eta_seconds": 56192.469118300825, "iteration": 192679, "loss_fcos_cls": 0.2355515689123422, "loss_fcos_ctr": 0.6186229977756739, "loss_fcos_loc": 0.185527975554578, "loss_mask": 0.25685304310172796, "loss_maskiou": 0.005310495442245156, "loss_sem_seg": 0.2515424066223204, "lr": 0.01, "mask_rcnn/accuracy": 0.8915608769280908, "mask_rcnn/false_negative": 0.10480813192872383, "mask_rcnn/false_positive": 0.12331716982288896, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.25, "time": 0.7387523241341114, "total_loss": 1.560117704924778} {"data_time": 0.009540056809782982, "eta_seconds": 56172.088357234374, "iteration": 192699, "loss_fcos_cls": 0.22906479355879128, "loss_fcos_ctr": 0.6171998083591461, "loss_fcos_loc": 0.17392619047313929, "loss_mask": 0.25507874321192503, "loss_maskiou": 0.00539715749619063, "loss_sem_seg": 0.24414833076298237, "lr": 0.01, "mask_rcnn/accuracy": 0.8631922852701127, "mask_rcnn/false_negative": 0.09844303330420337, "mask_rcnn/false_positive": 0.13866198469419566, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.0, "time": 0.7161202849820256, "total_loss": 1.5441353712158161} {"data_time": 0.010323422029614449, "eta_seconds": 56107.05096770357, "iteration": 192719, "loss_fcos_cls": 0.22511927084997296, "loss_fcos_ctr": 0.6133567374199629, "loss_fcos_loc": 0.1686933576129377, "loss_mask": 0.24791205301880836, "loss_maskiou": 0.004833297458390007, "loss_sem_seg": 0.23224700521677732, "lr": 0.01, "mask_rcnn/accuracy": 0.8827886269619497, "mask_rcnn/false_negative": 0.10317122251749203, "mask_rcnn/false_positive": 0.12516519727031647, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 38.0, "time": 0.7089660782366991, "total_loss": 1.4864018392690923} {"data_time": 0.010469659231603146, "eta_seconds": 56077.42498642765, "iteration": 192739, "loss_fcos_cls": 0.22029640758410096, "loss_fcos_ctr": 0.6188676916062832, "loss_fcos_loc": 0.18212342215701938, "loss_mask": 0.2536671068519354, "loss_maskiou": 0.005115213738463353, "loss_sem_seg": 0.24250674969516695, "lr": 0.01, "mask_rcnn/accuracy": 0.8764273566569485, "mask_rcnn/false_negative": 0.09648181658596974, "mask_rcnn/false_positive": 0.13065222130066778, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.25, "time": 0.74300682451576, "total_loss": 1.5633719786601432} {"data_time": 0.010797794908285141, "eta_seconds": 56062.908626301214, "iteration": 192759, "loss_fcos_cls": 0.22310123406350613, "loss_fcos_ctr": 0.6154441726393998, "loss_fcos_loc": 0.17672488908283412, "loss_mask": 0.24426490999758244, "loss_maskiou": 0.00443720802286407, "loss_sem_seg": 0.21793509367853403, "lr": 0.01, "mask_rcnn/accuracy": 0.9032930789274773, "mask_rcnn/false_negative": 0.09035765864144235, "mask_rcnn/false_positive": 0.10175755145830082, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.5, "time": 0.717429525218904, "total_loss": 1.4923960053129122} {"data_time": 0.010647191666066647, "eta_seconds": 56063.49015640374, "iteration": 192779, "loss_fcos_cls": 0.242758794920519, "loss_fcos_ctr": 0.6200572373345494, "loss_fcos_loc": 0.18845732836052775, "loss_mask": 0.2605791734531522, "loss_maskiou": 0.005014918526285328, "loss_sem_seg": 0.24169246293604374, "lr": 0.01, "mask_rcnn/accuracy": 0.8871953034899464, "mask_rcnn/false_negative": 0.0949617898460036, "mask_rcnn/false_positive": 0.1358033046609106, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.7369323316961527, "total_loss": 1.5193072023248533} {"data_time": 0.009779470972716808, "eta_seconds": 56076.45437023416, "iteration": 192799, "loss_fcos_cls": 0.24376890424173325, "loss_fcos_ctr": 0.6182148074731231, "loss_fcos_loc": 0.18488630326464772, "loss_mask": 0.25633724592626095, "loss_maskiou": 0.005222199994022958, "loss_sem_seg": 0.2626817454583943, "lr": 0.01, "mask_rcnn/accuracy": 0.8811378120942404, "mask_rcnn/false_negative": 0.09783069776278136, "mask_rcnn/false_positive": 0.1259050532155091, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.0, "time": 0.7285728640854359, "total_loss": 1.5898091118579032} {"data_time": 0.012150143273174763, "eta_seconds": 56019.35954592191, "iteration": 192819, "loss_fcos_cls": 0.24418142577633262, "loss_fcos_ctr": 0.6174545208923519, "loss_fcos_loc": 0.17308893863810226, "loss_mask": 0.24387959763407707, "loss_maskiou": 0.004880184613284655, "loss_sem_seg": 0.24089022120460868, "lr": 0.01, "mask_rcnn/accuracy": 0.8960887955578771, "mask_rcnn/false_negative": 0.09080355271400334, "mask_rcnn/false_positive": 0.12570655619279772, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.5, "time": 0.7155451411381364, "total_loss": 1.520834137161728} {"data_time": 0.011079151183366776, "eta_seconds": 56037.31407534517, "iteration": 192839, "loss_fcos_cls": 0.2335201045498252, "loss_fcos_ctr": 0.6151140201836824, "loss_fcos_loc": 0.1769010319840163, "loss_mask": 0.2595969568938017, "loss_maskiou": 0.00559264804905979, "loss_sem_seg": 0.2587640048004687, "lr": 0.01, "mask_rcnn/accuracy": 0.8783279220779221, "mask_rcnn/false_negative": 0.09133860523233127, "mask_rcnn/false_positive": 0.14926442852128732, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7291539888828993, "total_loss": 1.5538695153809385} {"data_time": 0.009027205407619476, "eta_seconds": 55973.466745960526, "iteration": 192859, "loss_fcos_cls": 0.22176825650967658, "loss_fcos_ctr": 0.6181311709806323, "loss_fcos_loc": 0.1745307226665318, "loss_mask": 0.246587747707963, "loss_maskiou": 0.004752454209665302, "loss_sem_seg": 0.23632715037092566, "lr": 0.01, "mask_rcnn/accuracy": 0.8782994720844665, "mask_rcnn/false_negative": 0.09477619238536178, "mask_rcnn/false_positive": 0.14280529683887055, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.75, "time": 0.7207150515168905, "total_loss": 1.502825772826327} {"data_time": 0.010426126420497894, "eta_seconds": 55900.83255317621, "iteration": 192879, "loss_fcos_cls": 0.22400285420008004, "loss_fcos_ctr": 0.6150870718993247, "loss_fcos_loc": 0.17606869502924383, "loss_mask": 0.2551552471704781, "loss_maskiou": 0.005043656216003001, "loss_sem_seg": 0.23217412363737822, "lr": 0.01, "mask_rcnn/accuracy": 0.8826255082385184, "mask_rcnn/false_negative": 0.10213133432836602, "mask_rcnn/false_positive": 0.14165965562086724, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.25, "time": 0.7150550112128258, "total_loss": 1.5063738059980096} {"data_time": 0.010493835434317589, "eta_seconds": 55879.54804079514, "iteration": 192899, "loss_fcos_cls": 0.21529227192513645, "loss_fcos_ctr": 0.6211678264662623, "loss_fcos_loc": 0.19759122654795647, "loss_mask": 0.2533163530752063, "loss_maskiou": 0.0047864491261861986, "loss_sem_seg": 0.2179049786645919, "lr": 0.01, "mask_rcnn/accuracy": 0.8945184229706921, "mask_rcnn/false_negative": 0.0817228732744581, "mask_rcnn/false_positive": 0.1330507044525035, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7035769792273641, "total_loss": 1.5175592731393408} {"data_time": 0.010191759094595909, "eta_seconds": 55786.446106213145, "iteration": 192919, "loss_fcos_cls": 0.22437853435985744, "loss_fcos_ctr": 0.6174032264389098, "loss_fcos_loc": 0.18127113417722285, "loss_mask": 0.25113578885793686, "loss_maskiou": 0.004968585315509699, "loss_sem_seg": 0.24268190981820226, "lr": 0.01, "mask_rcnn/accuracy": 0.8987236407619883, "mask_rcnn/false_negative": 0.08513291757914423, "mask_rcnn/false_positive": 0.11800354638429958, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 38.25, "time": 0.7129621971398592, "total_loss": 1.5409951879300934} {"data_time": 0.010845826007425785, "eta_seconds": 55752.60278277844, "iteration": 192939, "loss_fcos_cls": 0.21859434805810452, "loss_fcos_ctr": 0.6169548770412803, "loss_fcos_loc": 0.18053210666403174, "loss_mask": 0.25785926543176174, "loss_maskiou": 0.005385860407841392, "loss_sem_seg": 0.24112636735662818, "lr": 0.01, "mask_rcnn/accuracy": 0.8988379950194363, "mask_rcnn/false_negative": 0.0979309438217662, "mask_rcnn/false_positive": 0.12057617108074903, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 33.0, "time": 0.7045741342008114, "total_loss": 1.5484921893512364} {"data_time": 0.00947840791195631, "eta_seconds": 55717.46968956385, "iteration": 192959, "loss_fcos_cls": 0.23981302790343761, "loss_fcos_ctr": 0.6173264244571328, "loss_fcos_loc": 0.19247348507633433, "loss_mask": 0.255456511862576, "loss_maskiou": 0.0048819974981597625, "loss_sem_seg": 0.27936857333406806, "lr": 0.01, "mask_rcnn/accuracy": 0.8846422497570456, "mask_rcnn/false_negative": 0.07792212425467292, "mask_rcnn/false_positive": 0.13863653793906972, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 27.0, "time": 0.7167423851788044, "total_loss": 1.5926277579928865} {"data_time": 0.010821952484548092, "eta_seconds": 55665.913375096396, "iteration": 192979, "loss_fcos_cls": 0.229072337388061, "loss_fcos_ctr": 0.6173612307757139, "loss_fcos_loc": 0.1834849698934704, "loss_mask": 0.25240965001285076, "loss_maskiou": 0.00537259409611579, "loss_sem_seg": 0.24404912814497948, "lr": 0.01, "mask_rcnn/accuracy": 0.8951533710023172, "mask_rcnn/false_negative": 0.09138892025239181, "mask_rcnn/false_positive": 0.11662944022079014, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.0, "time": 0.7200465388596058, "total_loss": 1.5186860997055192} {"data_time": 0.010433832183480263, "eta_seconds": 55643.14404485654, "iteration": 192999, "loss_fcos_cls": 0.25550419255159795, "loss_fcos_ctr": 0.6183503204956651, "loss_fcos_loc": 0.19337553204968572, "loss_mask": 0.25507809314876795, "loss_maskiou": 0.005619771538476925, "loss_sem_seg": 0.2673899973742664, "lr": 0.01, "mask_rcnn/accuracy": 0.8902719963129095, "mask_rcnn/false_negative": 0.09537064063880576, "mask_rcnn/false_positive": 0.13381176929111743, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.7165606860071421, "total_loss": 1.62264158904145} {"data_time": 0.009996933862566948, "eta_seconds": 55639.94981424138, "iteration": 193019, "loss_fcos_cls": 0.24308319156989455, "loss_fcos_ctr": 0.6172488569281995, "loss_fcos_loc": 0.18503740848973393, "loss_mask": 0.2617228450253606, "loss_maskiou": 0.005910449632210657, "loss_sem_seg": 0.2841404164209962, "lr": 0.01, "mask_rcnn/accuracy": 0.8837930844484796, "mask_rcnn/false_negative": 0.09171351204251249, "mask_rcnn/false_positive": 0.13215599412812504, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.0, "time": 0.722287162207067, "total_loss": 1.6017183582298458} {"data_time": 0.010480896569788456, "eta_seconds": 55644.665362725034, "iteration": 193039, "loss_fcos_cls": 0.23331217444501817, "loss_fcos_ctr": 0.6178621910512447, "loss_fcos_loc": 0.1821996276266873, "loss_mask": 0.2518213950097561, "loss_maskiou": 0.005270381800073665, "loss_sem_seg": 0.27741413190960884, "lr": 0.01, "mask_rcnn/accuracy": 0.9085297162343198, "mask_rcnn/false_negative": 0.08066893859525992, "mask_rcnn/false_positive": 0.1034943161347213, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.75, "time": 0.7144175507128239, "total_loss": 1.5530463054747088} {"data_time": 0.009750351309776306, "eta_seconds": 55654.938185946085, "iteration": 193059, "loss_fcos_cls": 0.23196325218304992, "loss_fcos_ctr": 0.6182203111238778, "loss_fcos_loc": 0.17520276410505176, "loss_mask": 0.2595410132780671, "loss_maskiou": 0.005484301597789454, "loss_sem_seg": 0.23739510728046298, "lr": 0.01, "mask_rcnn/accuracy": 0.8839107105903685, "mask_rcnn/false_negative": 0.08988556489620418, "mask_rcnn/false_positive": 0.12549308505304982, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.5, "time": 0.7391710570082068, "total_loss": 1.5750970767267063} {"data_time": 0.010432184673845768, "eta_seconds": 55640.4712728085, "iteration": 193079, "loss_fcos_cls": 0.25459313474129885, "loss_fcos_ctr": 0.619967132806778, "loss_fcos_loc": 0.19021953421179205, "loss_mask": 0.25951087940484285, "loss_maskiou": 0.005640758667141199, "loss_sem_seg": 0.27973377890884876, "lr": 0.01, "mask_rcnn/accuracy": 0.8939909297052154, "mask_rcnn/false_negative": 0.0959502556155088, "mask_rcnn/false_positive": 0.11860389216770094, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.75, "time": 0.7388950549066067, "total_loss": 1.5985687807260547} {"data_time": 0.010505546815693378, "eta_seconds": 55626.004359670915, "iteration": 193099, "loss_fcos_cls": 0.24482874642126262, "loss_fcos_ctr": 0.6172114936634898, "loss_fcos_loc": 0.18407040927559137, "loss_mask": 0.260197751224041, "loss_maskiou": 0.005870924214832485, "loss_sem_seg": 0.2582641174085438, "lr": 0.01, "mask_rcnn/accuracy": 0.895008393982593, "mask_rcnn/false_negative": 0.084085052215466, "mask_rcnn/false_positive": 0.11949999245839826, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7284823656082153, "total_loss": 1.5625676843774272} {"data_time": 0.010478445328772068, "eta_seconds": 55567.67230444774, "iteration": 193119, "loss_fcos_cls": 0.249317821348086, "loss_fcos_ctr": 0.6153102638199925, "loss_fcos_loc": 0.18531816150061786, "loss_mask": 0.26006776187568903, "loss_maskiou": 0.005522792591364123, "loss_sem_seg": 0.26972703367937356, "lr": 0.01, "mask_rcnn/accuracy": 0.8748302526829697, "mask_rcnn/false_negative": 0.10597313982783653, "mask_rcnn/false_positive": 0.14494873159355326, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.25, "time": 0.7397534744814038, "total_loss": 1.5529046954761725} {"data_time": 0.010096191428601742, "eta_seconds": 55560.73459924664, "iteration": 193139, "loss_fcos_cls": 0.23203355260193348, "loss_fcos_ctr": 0.6150674121454358, "loss_fcos_loc": 0.18311967910267413, "loss_mask": 0.2636189670301974, "loss_maskiou": 0.005613575682218652, "loss_sem_seg": 0.22929394280072302, "lr": 0.01, "mask_rcnn/accuracy": 0.8721958350411024, "mask_rcnn/false_negative": 0.10796812036597006, "mask_rcnn/false_positive": 0.1431104740966916, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.73887490760535, "total_loss": 1.5597946997149847} {"data_time": 0.010310291312634945, "eta_seconds": 55546.2771410821, "iteration": 193159, "loss_fcos_cls": 0.24447886319831014, "loss_fcos_ctr": 0.6195988468825817, "loss_fcos_loc": 0.18358181789517403, "loss_mask": 0.26912643015384674, "loss_maskiou": 0.005675621458067326, "loss_sem_seg": 0.2516739871352911, "lr": 0.01, "mask_rcnn/accuracy": 0.8843483755442476, "mask_rcnn/false_negative": 0.09650496540945944, "mask_rcnn/false_positive": 0.1300394600014219, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.75, "time": 0.7385410452261567, "total_loss": 1.5855421372398268} {"data_time": 0.010034841485321522, "eta_seconds": 55531.81968291756, "iteration": 193179, "loss_fcos_cls": 0.23719108069781214, "loss_fcos_ctr": 0.6207981063053012, "loss_fcos_loc": 0.19546560058370233, "loss_mask": 0.26008961629122496, "loss_maskiou": 0.005686127580702305, "loss_sem_seg": 0.26380413211882114, "lr": 0.01, "mask_rcnn/accuracy": 0.8868080076605422, "mask_rcnn/false_negative": 0.09669448618494572, "mask_rcnn/false_positive": 0.13529396285515, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7230858523398638, "total_loss": 1.5882695903492277} {"data_time": 0.010654977522790432, "eta_seconds": 55626.09731842019, "iteration": 193199, "loss_fcos_cls": 0.24466409627348185, "loss_fcos_ctr": 0.6191542944870889, "loss_fcos_loc": 0.19033253681845963, "loss_mask": 0.25210528960451484, "loss_maskiou": 0.00487905036425218, "loss_sem_seg": 0.27073898166418076, "lr": 0.01, "mask_rcnn/accuracy": 0.9010360723236663, "mask_rcnn/false_negative": 0.08353266574986004, "mask_rcnn/false_positive": 0.088130294119748, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.75, "time": 0.738449894823134, "total_loss": 1.565968603863439} {"data_time": 0.009994310326874256, "eta_seconds": 55611.6115441937, "iteration": 193219, "loss_fcos_cls": 0.2239763317629695, "loss_fcos_ctr": 0.6210317350924015, "loss_fcos_loc": 0.19272022804943845, "loss_mask": 0.2592720175161958, "loss_maskiou": 0.005252776521956548, "loss_sem_seg": 0.2531948301475495, "lr": 0.01, "mask_rcnn/accuracy": 0.8961484147230321, "mask_rcnn/false_negative": 0.09040906087574263, "mask_rcnn/false_positive": 0.12231844891007494, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.0, "time": 0.7337870262563229, "total_loss": 1.5937077508860966} {"data_time": 0.010351370088756084, "eta_seconds": 55655.09154326655, "iteration": 193239, "loss_fcos_cls": 0.23539027431979775, "loss_fcos_ctr": 0.620187871158123, "loss_fcos_loc": 0.18491192441433668, "loss_mask": 0.26030243560671806, "loss_maskiou": 0.005272141694149468, "loss_sem_seg": 0.23446321045048535, "lr": 0.01, "mask_rcnn/accuracy": 0.8940183886054422, "mask_rcnn/false_negative": 0.09419933688360603, "mask_rcnn/false_positive": 0.1293453242887761, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 36.5, "time": 0.7307975199073553, "total_loss": 1.5524735493745538} {"data_time": 0.00926889106631279, "eta_seconds": 55644.11095178593, "iteration": 193259, "loss_fcos_cls": 0.23345761676318944, "loss_fcos_ctr": 0.6173122050240636, "loss_fcos_loc": 0.17349810781888664, "loss_mask": 0.24938434828072786, "loss_maskiou": 0.005124367249663919, "loss_sem_seg": 0.26405935920774937, "lr": 0.01, "mask_rcnn/accuracy": 0.8938313743218806, "mask_rcnn/false_negative": 0.0860053173210448, "mask_rcnn/false_positive": 0.1336973230549954, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7449344554916024, "total_loss": 1.5356994237954495} {"data_time": 0.008979282341897488, "eta_seconds": 55568.15422151424, "iteration": 193279, "loss_fcos_cls": 0.23780958377756178, "loss_fcos_ctr": 0.6188650643453002, "loss_fcos_loc": 0.1878563417121768, "loss_mask": 0.24380511045455933, "loss_maskiou": 0.005107223252707627, "loss_sem_seg": 0.24452358996495605, "lr": 0.01, "mask_rcnn/accuracy": 0.8885113780025284, "mask_rcnn/false_negative": 0.1027937146540674, "mask_rcnn/false_positive": 0.14288295300173745, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.0, "time": 0.7207739716395736, "total_loss": 1.547935216476617} {"data_time": 0.010155927389860153, "eta_seconds": 55504.22219520528, "iteration": 193299, "loss_fcos_cls": 0.24038555775769055, "loss_fcos_ctr": 0.6203623889014125, "loss_fcos_loc": 0.18054040882270783, "loss_mask": 0.25692066084593534, "loss_maskiou": 0.005066747922683135, "loss_sem_seg": 0.23859785916283727, "lr": 0.01, "mask_rcnn/accuracy": 0.9017193934114666, "mask_rcnn/false_negative": 0.08164236396076208, "mask_rcnn/false_positive": 0.11516742859522047, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.5, "time": 0.721145074814558, "total_loss": 1.5662348130135797} {"data_time": 0.009554507210850716, "eta_seconds": 55491.48754915316, "iteration": 193319, "loss_fcos_cls": 0.2350306948646903, "loss_fcos_ctr": 0.6192631246522069, "loss_fcos_loc": 0.18485557747771963, "loss_mask": 0.25283755268901587, "loss_maskiou": 0.004479577473830432, "loss_sem_seg": 0.2491868028882891, "lr": 0.01, "mask_rcnn/accuracy": 0.9047496057122173, "mask_rcnn/false_negative": 0.08172260138572919, "mask_rcnn/false_positive": 0.11656845245733873, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.726949717849493, "total_loss": 1.5637024254137941} {"data_time": 0.009783207438886166, "eta_seconds": 55477.01421480719, "iteration": 193339, "loss_fcos_cls": 0.23854453838430345, "loss_fcos_ctr": 0.6162092266604304, "loss_fcos_loc": 0.1891722684376873, "loss_mask": 0.2547914255410433, "loss_maskiou": 0.00515158410416916, "loss_sem_seg": 0.26633587945252657, "lr": 0.01, "mask_rcnn/accuracy": 0.8909867518435945, "mask_rcnn/false_negative": 0.10532310401228323, "mask_rcnn/false_positive": 0.11892473907320658, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.7511804457753897, "total_loss": 1.5703634086094098} {"data_time": 0.010250246152281761, "eta_seconds": 55479.606668123044, "iteration": 193359, "loss_fcos_cls": 0.24249371973564848, "loss_fcos_ctr": 0.6192852165549994, "loss_fcos_loc": 0.19006901513785124, "loss_mask": 0.26219325233250856, "loss_maskiou": 0.0056291832188435365, "loss_sem_seg": 0.26942454650998116, "lr": 0.01, "mask_rcnn/accuracy": 0.885106264266504, "mask_rcnn/false_negative": 0.09736034182254427, "mask_rcnn/false_positive": 0.1398799888606682, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7257461352273822, "total_loss": 1.5758590953846578} {"data_time": 0.010263032279908657, "eta_seconds": 55387.24510127213, "iteration": 193379, "loss_fcos_cls": 0.23236015578731894, "loss_fcos_ctr": 0.6204370660707355, "loss_fcos_loc": 0.17970606440212578, "loss_mask": 0.24993345607072115, "loss_maskiou": 0.0052885976874677, "loss_sem_seg": 0.27493532630614936, "lr": 0.01, "mask_rcnn/accuracy": 0.892146755962659, "mask_rcnn/false_negative": 0.07273250055657254, "mask_rcnn/false_positive": 0.1443783566770231, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.5, "time": 0.7051374362781644, "total_loss": 1.5703006573749008} {"data_time": 0.009933329187333584, "eta_seconds": 55481.23957615532, "iteration": 193399, "loss_fcos_cls": 0.23793519439641386, "loss_fcos_ctr": 0.6183404959738255, "loss_fcos_loc": 0.18124614364933223, "loss_mask": 0.2603406487032771, "loss_maskiou": 0.0049007348861778155, "loss_sem_seg": 0.2598818428814411, "lr": 0.01, "mask_rcnn/accuracy": 0.874317400459955, "mask_rcnn/false_negative": 0.1131733944481707, "mask_rcnn/false_positive": 0.1403351296614242, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7336701909080148, "total_loss": 1.5669241310897633} {"data_time": 0.00974034983664751, "eta_seconds": 55466.75380192883, "iteration": 193419, "loss_fcos_cls": 0.24084611609578133, "loss_fcos_ctr": 0.6184503780677915, "loss_fcos_loc": 0.1883305796654895, "loss_mask": 0.257146866992116, "loss_maskiou": 0.005291987079544924, "loss_sem_seg": 0.2738325069658458, "lr": 0.01, "mask_rcnn/accuracy": 0.8861713082242864, "mask_rcnn/false_negative": 0.10306667050594134, "mask_rcnn/false_positive": 0.13374860632790467, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.7124593015760183, "total_loss": 1.581775748200016} {"data_time": 0.009185067377984524, "eta_seconds": 55368.483879899606, "iteration": 193439, "loss_fcos_cls": 0.22498345491476357, "loss_fcos_ctr": 0.6154743684455752, "loss_fcos_loc": 0.1827023304067552, "loss_mask": 0.2498326082713902, "loss_maskiou": 0.0044622320419875905, "loss_sem_seg": 0.24616345949470997, "lr": 0.01, "mask_rcnn/accuracy": 0.8808375755752802, "mask_rcnn/false_negative": 0.107614895883551, "mask_rcnn/false_positive": 0.144034296216829, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.7077350812032819, "total_loss": 1.5276631384913344} {"data_time": 0.00908373948186636, "eta_seconds": 55475.8540189499, "iteration": 193459, "loss_fcos_cls": 0.23892049863934517, "loss_fcos_ctr": 0.6180345546454191, "loss_fcos_loc": 0.18313648173352703, "loss_mask": 0.25004358775913715, "loss_maskiou": 0.004848517703067046, "loss_sem_seg": 0.2612204297911376, "lr": 0.01, "mask_rcnn/accuracy": 0.8950309447087106, "mask_rcnn/false_negative": 0.08142448327019261, "mask_rcnn/false_positive": 0.13672935251629326, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7318201567977667, "total_loss": 1.5636078582538175} {"data_time": 0.010554783046245575, "eta_seconds": 55416.09913890157, "iteration": 193479, "loss_fcos_cls": 0.22278153989464045, "loss_fcos_ctr": 0.6154454154893756, "loss_fcos_loc": 0.1796143458923325, "loss_mask": 0.24134310893714428, "loss_maskiou": 0.004501077870372683, "loss_sem_seg": 0.2456599755678326, "lr": 0.01, "mask_rcnn/accuracy": 0.9005487158631569, "mask_rcnn/false_negative": 0.07753257839512628, "mask_rcnn/false_positive": 0.10501865708003408, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.7252861931920052, "total_loss": 1.5015959126176313} {"data_time": 0.010742596350610256, "eta_seconds": 55387.25831227377, "iteration": 193499, "loss_fcos_cls": 0.23162161698564887, "loss_fcos_ctr": 0.6164717664942145, "loss_fcos_loc": 0.17807266872841865, "loss_mask": 0.24558027647435665, "loss_maskiou": 0.00481784598014201, "loss_sem_seg": 0.29397067823447287, "lr": 0.01, "mask_rcnn/accuracy": 0.8867133871689266, "mask_rcnn/false_negative": 0.09669011978502566, "mask_rcnn/false_positive": 0.1494333559176606, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 39.25, "time": 0.7229079846292734, "total_loss": 1.5735562797417515} {"data_time": 0.00999878067523241, "eta_seconds": 55336.06900744885, "iteration": 193519, "loss_fcos_cls": 0.23328955163015053, "loss_fcos_ctr": 0.6178602641448379, "loss_fcos_loc": 0.19611942942719907, "loss_mask": 0.2567440839484334, "loss_maskiou": 0.004762259805374924, "loss_sem_seg": 0.2743815165013075, "lr": 0.01, "mask_rcnn/accuracy": 0.8697677200490312, "mask_rcnn/false_negative": 0.10049072407985171, "mask_rcnn/false_positive": 0.1654559550935015, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.718636273406446, "total_loss": 1.605744250700809} {"data_time": 0.009772734716534615, "eta_seconds": 55324.80041845981, "iteration": 193539, "loss_fcos_cls": 0.2403599531389773, "loss_fcos_ctr": 0.6213018661364913, "loss_fcos_loc": 0.19241979671642184, "loss_mask": 0.25545059610158205, "loss_maskiou": 0.005384839132602792, "loss_sem_seg": 0.26716278539970517, "lr": 0.01, "mask_rcnn/accuracy": 0.8691142103420151, "mask_rcnn/false_negative": 0.09136705729598764, "mask_rcnn/false_positive": 0.16005409735921372, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7336179651319981, "total_loss": 1.610219345173391} {"data_time": 0.010331671684980392, "eta_seconds": 55362.31985288765, "iteration": 193559, "loss_fcos_cls": 0.239314733305946, "loss_fcos_ctr": 0.6183649371378124, "loss_fcos_loc": 0.1839511850848794, "loss_mask": 0.2634593201801181, "loss_maskiou": 0.005757965463999426, "loss_sem_seg": 0.28494579810649157, "lr": 0.01, "mask_rcnn/accuracy": 0.881301270989906, "mask_rcnn/false_negative": 0.10047498554511322, "mask_rcnn/false_positive": 0.11635061105869099, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.25, "time": 0.7261378904804587, "total_loss": 1.6132196431426564} {"data_time": 0.010183935984969139, "eta_seconds": 55295.85766311083, "iteration": 193579, "loss_fcos_cls": 0.22283015865832567, "loss_fcos_ctr": 0.6171705322340131, "loss_fcos_loc": 0.17648504162207246, "loss_mask": 0.2542226193472743, "loss_maskiou": 0.005002291996788699, "loss_sem_seg": 0.2470801160670817, "lr": 0.01, "mask_rcnn/accuracy": 0.8908296369395216, "mask_rcnn/false_negative": 0.0794594255421139, "mask_rcnn/false_positive": 0.13613219276552896, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.0, "time": 0.7075100466609001, "total_loss": 1.5534719705174211} {"data_time": 0.00926944985985756, "eta_seconds": 55287.12898053322, "iteration": 193599, "loss_fcos_cls": 0.2308313394896686, "loss_fcos_ctr": 0.6183770475909114, "loss_fcos_loc": 0.18089580908417702, "loss_mask": 0.24750290252268314, "loss_maskiou": 0.005361841511330567, "loss_sem_seg": 0.26313983788713813, "lr": 0.01, "mask_rcnn/accuracy": 0.8996090644049828, "mask_rcnn/false_negative": 0.08308772975832313, "mask_rcnn/false_positive": 0.12495613206887743, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.714989922940731, "total_loss": 1.5303510330086283} {"data_time": 0.010048148222267628, "eta_seconds": 55242.032260429114, "iteration": 193619, "loss_fcos_cls": 0.22808273968985304, "loss_fcos_ctr": 0.6191044356673956, "loss_fcos_loc": 0.1776076138485223, "loss_mask": 0.2615835350006819, "loss_maskiou": 0.005382371666200925, "loss_sem_seg": 0.2397928242571652, "lr": 0.01, "mask_rcnn/accuracy": 0.8854360270894073, "mask_rcnn/false_negative": 0.0889064977226827, "mask_rcnn/false_positive": 0.14711277684229984, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7208336014300585, "total_loss": 1.5350825786372297} {"data_time": 0.010270802304148674, "eta_seconds": 55205.20061980188, "iteration": 193639, "loss_fcos_cls": 0.2317547402344644, "loss_fcos_ctr": 0.6156656304374337, "loss_fcos_loc": 0.18316737399436533, "loss_mask": 0.2660512179136276, "loss_maskiou": 0.0051350922003621235, "loss_sem_seg": 0.2436397448182106, "lr": 0.01, "mask_rcnn/accuracy": 0.889928640375069, "mask_rcnn/false_negative": 0.10025435468119555, "mask_rcnn/false_positive": 0.1165780455165176, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 33.0, "time": 0.7191007221117616, "total_loss": 1.5419113322568592} {"data_time": 0.009658836759626865, "eta_seconds": 55184.063015987165, "iteration": 193659, "loss_fcos_cls": 0.24739657144527882, "loss_fcos_ctr": 0.6204356234520674, "loss_fcos_loc": 0.19272461533546448, "loss_mask": 0.25456938752904534, "loss_maskiou": 0.005402710885391571, "loss_sem_seg": 0.26261637220159173, "lr": 0.01, "mask_rcnn/accuracy": 0.9061066792765311, "mask_rcnn/false_negative": 0.06996148105338418, "mask_rcnn/false_positive": 0.12303585407245632, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.0, "time": 0.737651726230979, "total_loss": 1.5824941532700905} {"data_time": 0.009524613618850708, "eta_seconds": 55169.60576155875, "iteration": 193679, "loss_fcos_cls": 0.2520179497078061, "loss_fcos_ctr": 0.6199717270210385, "loss_fcos_loc": 0.18715058988891542, "loss_mask": 0.26206779573112726, "loss_maskiou": 0.006139891374914441, "loss_sem_seg": 0.2736754408106208, "lr": 0.01, "mask_rcnn/accuracy": 0.9064399826022362, "mask_rcnn/false_negative": 0.06307466892620137, "mask_rcnn/false_positive": 0.14125922656370682, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 25.25, "time": 0.7372435387223959, "total_loss": 1.561125258267566} {"data_time": 0.010230536572635174, "eta_seconds": 55162.85910610482, "iteration": 193699, "loss_fcos_cls": 0.22268079943023622, "loss_fcos_ctr": 0.6149453017860651, "loss_fcos_loc": 0.17829670780338347, "loss_mask": 0.24360520718619227, "loss_maskiou": 0.005462791079480667, "loss_sem_seg": 0.2301555706653744, "lr": 0.01, "mask_rcnn/accuracy": 0.8996431403159719, "mask_rcnn/false_negative": 0.09657830085556163, "mask_rcnn/false_positive": 0.10963602103231304, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 33.25, "time": 0.7343745287507772, "total_loss": 1.4988908524101134} {"data_time": 0.010512236505746841, "eta_seconds": 55210.99114988744, "iteration": 193719, "loss_fcos_cls": 0.24017643532715738, "loss_fcos_ctr": 0.6177448127418756, "loss_fcos_loc": 0.18474765808787197, "loss_mask": 0.26316409977152944, "loss_maskiou": 0.0061469834836316295, "loss_sem_seg": 0.269758211215958, "lr": 0.01, "mask_rcnn/accuracy": 0.8663872873187142, "mask_rcnn/false_negative": 0.11408633791154, "mask_rcnn/false_positive": 0.15116517451027334, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7294099349528551, "total_loss": 1.6011607844338869} {"data_time": 0.010571696795523167, "eta_seconds": 55185.81881368626, "iteration": 193739, "loss_fcos_cls": 0.24633167125284672, "loss_fcos_ctr": 0.6203512046486139, "loss_fcos_loc": 0.1917034354992211, "loss_mask": 0.25067493272945285, "loss_maskiou": 0.005715619736292865, "loss_sem_seg": 0.25428468035534024, "lr": 0.01, "mask_rcnn/accuracy": 0.8871513032997778, "mask_rcnn/false_negative": 0.09705593287783945, "mask_rcnn/false_positive": 0.14321631006262084, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.75, "time": 0.7331470372155309, "total_loss": 1.592408654621977} {"data_time": 0.009819580242037773, "eta_seconds": 55199.016496334225, "iteration": 193759, "loss_fcos_cls": 0.24358727945946157, "loss_fcos_ctr": 0.6217732517980039, "loss_fcos_loc": 0.19247774872928858, "loss_mask": 0.2698217686265707, "loss_maskiou": 0.005496763820701744, "loss_sem_seg": 0.2556153810583055, "lr": 0.01, "mask_rcnn/accuracy": 0.8840953834363934, "mask_rcnn/false_negative": 0.08705626453162518, "mask_rcnn/false_positive": 0.14743061111276856, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.75, "time": 0.7273765858262777, "total_loss": 1.6192420666848193} {"data_time": 0.009148648008704185, "eta_seconds": 55166.16345969681, "iteration": 193779, "loss_fcos_cls": 0.23769518500193954, "loss_fcos_ctr": 0.6174468258395791, "loss_fcos_loc": 0.17601057374849916, "loss_mask": 0.2574310922063887, "loss_maskiou": 0.005214967561187223, "loss_sem_seg": 0.23776548029854894, "lr": 0.01, "mask_rcnn/accuracy": 0.8730221454610552, "mask_rcnn/false_negative": 0.09190185097387144, "mask_rcnn/false_positive": 0.1423782140246857, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7241976307705045, "total_loss": 1.5190438583849755} {"data_time": 0.01011461392045021, "eta_seconds": 55151.688140963204, "iteration": 193799, "loss_fcos_cls": 0.22301330068148673, "loss_fcos_ctr": 0.6178620555438101, "loss_fcos_loc": 0.18203100678510964, "loss_mask": 0.25679565547034144, "loss_maskiou": 0.004748719395138323, "loss_sem_seg": 0.23924372461624444, "lr": 0.01, "mask_rcnn/accuracy": 0.8870697950232724, "mask_rcnn/false_negative": 0.1041363386862558, "mask_rcnn/false_positive": 0.12499934520305829, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.5, "time": 0.7277684397995472, "total_loss": 1.5507248572830576} {"data_time": 0.010661494918167591, "eta_seconds": 55188.30574159697, "iteration": 193819, "loss_fcos_cls": 0.24171281431335956, "loss_fcos_ctr": 0.622324513271451, "loss_fcos_loc": 0.18505147338146344, "loss_mask": 0.2515261028893292, "loss_maskiou": 0.005459883028379409, "loss_sem_seg": 0.22752684610895813, "lr": 0.01, "mask_rcnn/accuracy": 0.8840379008746355, "mask_rcnn/false_negative": 0.10042496253010713, "mask_rcnn/false_positive": 0.1069761520560697, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7325986912474036, "total_loss": 1.5360578672261909} {"data_time": 0.011205474846065044, "eta_seconds": 55152.91281012632, "iteration": 193839, "loss_fcos_cls": 0.22776303836144507, "loss_fcos_ctr": 0.6164990370161831, "loss_fcos_loc": 0.17864358972292393, "loss_mask": 0.250256210565567, "loss_maskiou": 0.004726870991362375, "loss_sem_seg": 0.2365658557973802, "lr": 0.01, "mask_rcnn/accuracy": 0.8914863893161635, "mask_rcnn/false_negative": 0.08602088661060996, "mask_rcnn/false_positive": 0.11414289286274139, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 24.0, "time": 0.7122559547424316, "total_loss": 1.5207419509024476} {"data_time": 0.009135349653661251, "eta_seconds": 55145.591165973805, "iteration": 193859, "loss_fcos_cls": 0.23589868686394766, "loss_fcos_ctr": 0.6170667330734432, "loss_fcos_loc": 0.18549497640924528, "loss_mask": 0.24777312390506268, "loss_maskiou": 0.005140067212778376, "loss_sem_seg": 0.2550269609782845, "lr": 0.01, "mask_rcnn/accuracy": 0.8868402857285972, "mask_rcnn/false_negative": 0.09911259611951818, "mask_rcnn/false_positive": 0.1254272701114372, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.25, "time": 0.7334748152643442, "total_loss": 1.5570988019735523} {"data_time": 0.010301521047949791, "eta_seconds": 55191.77630566899, "iteration": 193879, "loss_fcos_cls": 0.22249186062254012, "loss_fcos_ctr": 0.6145914755761623, "loss_fcos_loc": 0.1686514699831605, "loss_mask": 0.25025368854403496, "loss_maskiou": 0.00575659166497644, "loss_sem_seg": 0.2441918831318617, "lr": 0.01, "mask_rcnn/accuracy": 0.8931105514752131, "mask_rcnn/false_negative": 0.08998559464724107, "mask_rcnn/false_positive": 0.11652279990477216, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.7254550596699119, "total_loss": 1.504320692125475} {"data_time": 0.010477105155587196, "eta_seconds": 55130.350812423974, "iteration": 193899, "loss_fcos_cls": 0.22625325294211507, "loss_fcos_ctr": 0.6194811202585697, "loss_fcos_loc": 0.18357791705057025, "loss_mask": 0.2477123597636819, "loss_maskiou": 0.005723152193240821, "loss_sem_seg": 0.23704688320867717, "lr": 0.01, "mask_rcnn/accuracy": 0.8981051673289282, "mask_rcnn/false_negative": 0.07675109820485769, "mask_rcnn/false_positive": 0.12562678294739163, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.70096854865551, "total_loss": 1.523549046156404} {"data_time": 0.009779871441423893, "eta_seconds": 55255.901360107586, "iteration": 193919, "loss_fcos_cls": 0.23393822833895683, "loss_fcos_ctr": 0.6177083440124989, "loss_fcos_loc": 0.19323923718184233, "loss_mask": 0.2655001347884536, "loss_maskiou": 0.005321818196534878, "loss_sem_seg": 0.266959362430498, "lr": 0.01, "mask_rcnn/accuracy": 0.8917590593929879, "mask_rcnn/false_negative": 0.086239499844074, "mask_rcnn/false_positive": 0.1269893892234915, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.0, "time": 0.7417766256257892, "total_loss": 1.5636305812804494} {"data_time": 0.010497980751097202, "eta_seconds": 55282.23860966042, "iteration": 193939, "loss_fcos_cls": 0.22877477726433426, "loss_fcos_ctr": 0.6168715283274651, "loss_fcos_loc": 0.1793317642295733, "loss_mask": 0.25366199761629105, "loss_maskiou": 0.0046786894963588566, "loss_sem_seg": 0.24008725490421057, "lr": 0.01, "mask_rcnn/accuracy": 0.892984277044151, "mask_rcnn/false_negative": 0.07969814285492223, "mask_rcnn/false_positive": 0.13289289418667286, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 27.5, "time": 0.7290104888379574, "total_loss": 1.5383026187773794} {"data_time": 0.011073771864175797, "eta_seconds": 55275.657171520405, "iteration": 193959, "loss_fcos_cls": 0.22639891412109137, "loss_fcos_ctr": 0.6202337611466646, "loss_fcos_loc": 0.18186403985600919, "loss_mask": 0.24860120797529817, "loss_maskiou": 0.00521634519827785, "loss_sem_seg": 0.25060894479975104, "lr": 0.01, "mask_rcnn/accuracy": 0.8822478210034014, "mask_rcnn/false_negative": 0.09726581499049242, "mask_rcnn/false_positive": 0.13344518373759948, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.7281229188665748, "total_loss": 1.5560895411108504} {"data_time": 0.010019050911068916, "eta_seconds": 55405.56325806398, "iteration": 193979, "loss_fcos_cls": 0.21798511035740376, "loss_fcos_ctr": 0.6201477656140924, "loss_fcos_loc": 0.18625023367349058, "loss_mask": 0.26448191422969103, "loss_maskiou": 0.0053262687579263, "loss_sem_seg": 0.2734049307182431, "lr": 0.01, "mask_rcnn/accuracy": 0.8841791594133116, "mask_rcnn/false_negative": 0.09181492014368081, "mask_rcnn/false_positive": 0.14933146438463732, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7538477033376694, "total_loss": 1.5558734514852404} {"data_time": 0.009530567564070225, "eta_seconds": 55402.931243545376, "iteration": 193999, "loss_fcos_cls": 0.23007049411535263, "loss_fcos_ctr": 0.6176844974979758, "loss_fcos_loc": 0.18203276756685227, "loss_mask": 0.2535057342611253, "loss_maskiou": 0.005954193795332685, "loss_sem_seg": 0.24865139927715063, "lr": 0.01, "mask_rcnn/accuracy": 0.8852769679300292, "mask_rcnn/false_negative": 0.10448454657963922, "mask_rcnn/false_positive": 0.11338074696008142, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.25, "time": 0.7331939870491624, "total_loss": 1.5405002320330823} {"data_time": 0.01076322142034769, "eta_seconds": 55407.68376539089, "iteration": 194019, "loss_fcos_cls": 0.23859969689510763, "loss_fcos_ctr": 0.6172448336146772, "loss_fcos_loc": 0.1842711492208764, "loss_mask": 0.26281822193413973, "loss_maskiou": 0.005756162237958051, "loss_sem_seg": 0.26030500535853207, "lr": 0.01, "mask_rcnn/accuracy": 0.8829451203558346, "mask_rcnn/false_negative": 0.09807651476827849, "mask_rcnn/false_positive": 0.13156330774674413, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.75, "time": 0.7437347695231438, "total_loss": 1.5635584345291136} {"data_time": 0.01116535160690546, "eta_seconds": 55402.3306304561, "iteration": 194039, "loss_fcos_cls": 0.2384856902062893, "loss_fcos_ctr": 0.6196157615631819, "loss_fcos_loc": 0.18774642166681588, "loss_mask": 0.2565270918421447, "loss_maskiou": 0.004907851776806638, "loss_sem_seg": 0.2540943711064756, "lr": 0.01, "mask_rcnn/accuracy": 0.8877359162843219, "mask_rcnn/false_negative": 0.08351982440271656, "mask_rcnn/false_positive": 0.13038349827178908, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.5, "time": 0.7269270978868008, "total_loss": 1.5594355839130003} {"data_time": 0.011119013652205467, "eta_seconds": 55370.045925515704, "iteration": 194059, "loss_fcos_cls": 0.24630816385615617, "loss_fcos_ctr": 0.620962904766202, "loss_fcos_loc": 0.19016379478853196, "loss_mask": 0.25181260891258717, "loss_maskiou": 0.005083152807856095, "loss_sem_seg": 0.3031133897602558, "lr": 0.01, "mask_rcnn/accuracy": 0.8906680823014137, "mask_rcnn/false_negative": 0.10205652250128147, "mask_rcnn/false_positive": 0.14127819268904399, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7251332271844149, "total_loss": 1.6314075988775585} {"data_time": 0.01018105261027813, "eta_seconds": 55355.46354026254, "iteration": 194079, "loss_fcos_cls": 0.24034454813227057, "loss_fcos_ctr": 0.6207431596703827, "loss_fcos_loc": 0.18807468481827527, "loss_mask": 0.2552768224850297, "loss_maskiou": 0.004928321648549172, "loss_sem_seg": 0.22822485188953578, "lr": 0.01, "mask_rcnn/accuracy": 0.89332973574045, "mask_rcnn/false_negative": 0.07113647323420003, "mask_rcnn/false_positive": 0.11764533542441259, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7340259132906795, "total_loss": 1.5453254691019538} {"data_time": 0.010250398889183998, "eta_seconds": 55358.56949200574, "iteration": 194099, "loss_fcos_cls": 0.2289703293936327, "loss_fcos_ctr": 0.6192498924210668, "loss_fcos_loc": 0.1903104903176427, "loss_mask": 0.2631738968193531, "loss_maskiou": 0.005817359644424869, "loss_sem_seg": 0.2822979297488928, "lr": 0.01, "mask_rcnn/accuracy": 0.8963571084171373, "mask_rcnn/false_negative": 0.08531631280904713, "mask_rcnn/false_positive": 0.12504395182492445, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 26.0, "time": 0.732649621553719, "total_loss": 1.5955754277165397} {"data_time": 0.010129318572580814, "eta_seconds": 55322.88683720585, "iteration": 194119, "loss_fcos_cls": 0.23303156276233494, "loss_fcos_ctr": 0.6160123506560922, "loss_fcos_loc": 0.17689722054637969, "loss_mask": 0.25113327521830797, "loss_maskiou": 0.005046350677730516, "loss_sem_seg": 0.25485497573390603, "lr": 0.01, "mask_rcnn/accuracy": 0.889080583532114, "mask_rcnn/false_negative": 0.09700308291217857, "mask_rcnn/false_positive": 0.11495842478018878, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.75, "time": 0.7173950774595141, "total_loss": 1.5487608873372665} {"data_time": 0.010543469339609146, "eta_seconds": 55210.390821805224, "iteration": 194139, "loss_fcos_cls": 0.22637534444220364, "loss_fcos_ctr": 0.6166188614442945, "loss_fcos_loc": 0.18524143169634044, "loss_mask": 0.2472487259656191, "loss_maskiou": 0.00495454303745646, "loss_sem_seg": 0.2294622496701777, "lr": 0.01, "mask_rcnn/accuracy": 0.9003692509612541, "mask_rcnn/false_negative": 0.08538323725998878, "mask_rcnn/false_positive": 0.09899215150843874, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.5, "time": 0.7008098531514406, "total_loss": 1.5225509718438843} {"data_time": 0.010056045837700367, "eta_seconds": 55122.33941698447, "iteration": 194159, "loss_fcos_cls": 0.21867966488935053, "loss_fcos_ctr": 0.6170948222279549, "loss_fcos_loc": 0.17770263040438294, "loss_mask": 0.2483715433627367, "loss_maskiou": 0.004683724881033413, "loss_sem_seg": 0.2505800104700029, "lr": 0.01, "mask_rcnn/accuracy": 0.8956842822356215, "mask_rcnn/false_negative": 0.08215511891302239, "mask_rcnn/false_positive": 0.12908314204845495, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.75, "time": 0.7179829673841596, "total_loss": 1.5583453104482032} {"data_time": 0.009313630871474743, "eta_seconds": 55107.8031267412, "iteration": 194179, "loss_fcos_cls": 0.22902964591048658, "loss_fcos_ctr": 0.620161694008857, "loss_fcos_loc": 0.18925847514765337, "loss_mask": 0.2649565888568759, "loss_maskiou": 0.005212582844251301, "loss_sem_seg": 0.2557128721382469, "lr": 0.01, "mask_rcnn/accuracy": 0.8910995920622037, "mask_rcnn/false_negative": 0.09804354986197553, "mask_rcnn/false_positive": 0.1243539346693713, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.5, "time": 0.7145195649936795, "total_loss": 1.5803231440950185} {"data_time": 0.009559277445077896, "eta_seconds": 55038.05109690316, "iteration": 194199, "loss_fcos_cls": 0.2309297808096744, "loss_fcos_ctr": 0.6183696649968624, "loss_fcos_loc": 0.1790075966855511, "loss_mask": 0.24239056464284658, "loss_maskiou": 0.005068460006441455, "loss_sem_seg": 0.28955697920173407, "lr": 0.01, "mask_rcnn/accuracy": 0.9058959492888063, "mask_rcnn/false_negative": 0.08197178272134245, "mask_rcnn/false_positive": 0.11614960231919147, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.0, "time": 0.7195771662518382, "total_loss": 1.5275195957146934} {"data_time": 0.010270112194120884, "eta_seconds": 54998.35507061239, "iteration": 194219, "loss_fcos_cls": 0.23841580795124173, "loss_fcos_ctr": 0.6189745124429464, "loss_fcos_loc": 0.1870942658279091, "loss_mask": 0.26270250510424376, "loss_maskiou": 0.0051826792187057436, "loss_sem_seg": 0.24949288461357355, "lr": 0.01, "mask_rcnn/accuracy": 0.8820170255602241, "mask_rcnn/false_negative": 0.10468844950572234, "mask_rcnn/false_positive": 0.13514851285714696, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.25, "time": 0.722159618511796, "total_loss": 1.5700718663283624} {"data_time": 0.010262911207973957, "eta_seconds": 54938.46284782514, "iteration": 194239, "loss_fcos_cls": 0.22712444665376097, "loss_fcos_ctr": 0.620793653652072, "loss_fcos_loc": 0.18960964330472052, "loss_mask": 0.2596474187448621, "loss_maskiou": 0.0055974338538362645, "loss_sem_seg": 0.27143299020826817, "lr": 0.01, "mask_rcnn/accuracy": 0.891299139848247, "mask_rcnn/false_negative": 0.07922762752786314, "mask_rcnn/false_positive": 0.1332716417406757, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.6979923387989402, "total_loss": 1.566267121830606} {"data_time": 0.01065652072429657, "eta_seconds": 54814.45453500375, "iteration": 194259, "loss_fcos_cls": 0.2265693717636168, "loss_fcos_ctr": 0.6172083858400583, "loss_fcos_loc": 0.1789421229623258, "loss_mask": 0.2549352925270796, "loss_maskiou": 0.005241889972239733, "loss_sem_seg": 0.24821420526131988, "lr": 0.01, "mask_rcnn/accuracy": 0.9083385614643686, "mask_rcnn/false_negative": 0.09676619027694214, "mask_rcnn/false_positive": 0.1312723005643836, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 24.75, "time": 0.7127385791391134, "total_loss": 1.5330993076004233} {"data_time": 0.010276734828948975, "eta_seconds": 54783.83697031345, "iteration": 194279, "loss_fcos_cls": 0.22554982407018542, "loss_fcos_ctr": 0.6167846750468016, "loss_fcos_loc": 0.17086497717536986, "loss_mask": 0.2574843354523182, "loss_maskiou": 0.005391589082137216, "loss_sem_seg": 0.25063724047504365, "lr": 0.01, "mask_rcnn/accuracy": 0.8869154835847383, "mask_rcnn/false_negative": 0.08920790245843659, "mask_rcnn/false_positive": 0.1289703499119639, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 24.5, "time": 0.7190803084522486, "total_loss": 1.5195968726256979} {"data_time": 0.010172108188271523, "eta_seconds": 54785.50616910681, "iteration": 194299, "loss_fcos_cls": 0.22852388385217637, "loss_fcos_ctr": 0.6161044025793672, "loss_fcos_loc": 0.17983699531760067, "loss_mask": 0.2516723000444472, "loss_maskiou": 0.004786277197126765, "loss_sem_seg": 0.2539791101589799, "lr": 0.01, "mask_rcnn/accuracy": 0.8951673698325484, "mask_rcnn/false_negative": 0.07870974125985872, "mask_rcnn/false_positive": 0.13770081731512634, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7274768659844995, "total_loss": 1.537902375763224} {"data_time": 0.009988191537559032, "eta_seconds": 54737.72737020906, "iteration": 194319, "loss_fcos_cls": 0.22941459971480072, "loss_fcos_ctr": 0.6194745479151607, "loss_fcos_loc": 0.18892556778155267, "loss_mask": 0.25389253441244364, "loss_maskiou": 0.005010559252696112, "loss_sem_seg": 0.24061179859563708, "lr": 0.01, "mask_rcnn/accuracy": 0.8908073646125116, "mask_rcnn/false_negative": 0.09769157909578174, "mask_rcnn/false_positive": 0.11524621619332683, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.719565711915493, "total_loss": 1.530155620945152} {"data_time": 0.010084323585033417, "eta_seconds": 54714.23488432076, "iteration": 194339, "loss_fcos_cls": 0.22636087238788605, "loss_fcos_ctr": 0.616040981374681, "loss_fcos_loc": 0.173109351657331, "loss_mask": 0.2568213455379009, "loss_maskiou": 0.0051631245369208045, "loss_sem_seg": 0.2647845228202641, "lr": 0.01, "mask_rcnn/accuracy": 0.8933643100097182, "mask_rcnn/false_negative": 0.09135554374076091, "mask_rcnn/false_positive": 0.12826773471815467, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7208640789613128, "total_loss": 1.5280057719464821} {"data_time": 0.010122307576239109, "eta_seconds": 54716.98519939743, "iteration": 194359, "loss_fcos_cls": 0.2278924745041877, "loss_fcos_ctr": 0.6185454204678535, "loss_fcos_loc": 0.18098284740699455, "loss_mask": 0.24958604108542204, "loss_maskiou": 0.004609420058841351, "loss_sem_seg": 0.24740935303270817, "lr": 0.01, "mask_rcnn/accuracy": 0.8937539621583401, "mask_rcnn/false_negative": 0.08894019256005886, "mask_rcnn/false_positive": 0.1274601975721082, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7323970850557089, "total_loss": 1.5486927742313128} {"data_time": 0.009684818796813488, "eta_seconds": 54685.30889344867, "iteration": 194379, "loss_fcos_cls": 0.23310261103324592, "loss_fcos_ctr": 0.6154805738478899, "loss_fcos_loc": 0.19053207768592983, "loss_mask": 0.25777855422347784, "loss_maskiou": 0.0045988627716724295, "loss_sem_seg": 0.26232515973970294, "lr": 0.01, "mask_rcnn/accuracy": 0.8856651254251702, "mask_rcnn/false_negative": 0.08621099341715778, "mask_rcnn/false_positive": 0.13272275554801138, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.0, "time": 0.6943142954260111, "total_loss": 1.5494435374957902} {"data_time": 0.010868025943636894, "eta_seconds": 54656.014329852536, "iteration": 194399, "loss_fcos_cls": 0.24014781846199185, "loss_fcos_ctr": 0.6179826091974974, "loss_fcos_loc": 0.17738335230387747, "loss_mask": 0.25336578488349915, "loss_maskiou": 0.004797506946488284, "loss_sem_seg": 0.20447218511253595, "lr": 0.01, "mask_rcnn/accuracy": 0.8878697099588134, "mask_rcnn/false_negative": 0.08344282277740823, "mask_rcnn/false_positive": 0.11379257089386331, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.721849087625742, "total_loss": 1.5078716452699155} {"data_time": 0.009869344532489777, "eta_seconds": 54645.28495804593, "iteration": 194419, "loss_fcos_cls": 0.21559747855644673, "loss_fcos_ctr": 0.6150414478033781, "loss_fcos_loc": 0.17229121865238994, "loss_mask": 0.25582911539822817, "loss_maskiou": 0.004953785952238832, "loss_sem_seg": 0.2710363632068038, "lr": 0.01, "mask_rcnn/accuracy": 0.8778989175035092, "mask_rcnn/false_negative": 0.0965755595974462, "mask_rcnn/false_positive": 0.14510205949883537, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7261202484369278, "total_loss": 1.549032927810913} {"data_time": 0.00999579206109047, "eta_seconds": 54630.82489931211, "iteration": 194439, "loss_fcos_cls": 0.23731805477291346, "loss_fcos_ctr": 0.6185907535254955, "loss_fcos_loc": 0.17739805683959275, "loss_mask": 0.2660676250234246, "loss_maskiou": 0.005575203987973509, "loss_sem_seg": 0.2385612796060741, "lr": 0.01, "mask_rcnn/accuracy": 0.8678704240316817, "mask_rcnn/false_negative": 0.0962582189591043, "mask_rcnn/false_positive": 0.15707063883229802, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.5, "time": 0.7128379130735993, "total_loss": 1.5627761022551567} {"data_time": 0.009996769018471241, "eta_seconds": 54596.7531571826, "iteration": 194459, "loss_fcos_cls": 0.23331889975816011, "loss_fcos_ctr": 0.6187131246551871, "loss_fcos_loc": 0.18305765674449503, "loss_mask": 0.2602080050855875, "loss_maskiou": 0.0047760534598637605, "loss_sem_seg": 0.273947580717504, "lr": 0.01, "mask_rcnn/accuracy": 0.8879172970286345, "mask_rcnn/false_negative": 0.0783302008481262, "mask_rcnn/false_positive": 0.12162261591483202, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.75, "time": 0.7078243717551231, "total_loss": 1.5632712427468505} {"data_time": 0.010441848076879978, "eta_seconds": 54577.05099195801, "iteration": 194479, "loss_fcos_cls": 0.2252743812277913, "loss_fcos_ctr": 0.6208953149616718, "loss_fcos_loc": 0.1875371509231627, "loss_mask": 0.2650630669668317, "loss_maskiou": 0.00535065948497504, "loss_sem_seg": 0.2352757123298943, "lr": 0.01, "mask_rcnn/accuracy": 0.8932935016111707, "mask_rcnn/false_negative": 0.07578379772755653, "mask_rcnn/false_positive": 0.1244066377936448, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7201602859422565, "total_loss": 1.5438071452954318} {"data_time": 0.010092937387526035, "eta_seconds": 54524.463998906314, "iteration": 194499, "loss_fcos_cls": 0.23256374488119036, "loss_fcos_ctr": 0.6167286094278097, "loss_fcos_loc": 0.18179790826980025, "loss_mask": 0.25549442041665316, "loss_maskiou": 0.005797238300147001, "loss_sem_seg": 0.2226446270942688, "lr": 0.01, "mask_rcnn/accuracy": 0.8847194059247631, "mask_rcnn/false_negative": 0.09723820844711654, "mask_rcnn/false_positive": 0.13950147504467336, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.25, "time": 0.7078436585143209, "total_loss": 1.5194970738739357} {"data_time": 0.009929800406098366, "eta_seconds": 54505.85101788305, "iteration": 194519, "loss_fcos_cls": 0.2399448596406728, "loss_fcos_ctr": 0.6173089221119881, "loss_fcos_loc": 0.18619807972572744, "loss_mask": 0.24967991653829813, "loss_maskiou": 0.005140511864738073, "loss_sem_seg": 0.2509595416486263, "lr": 0.01, "mask_rcnn/accuracy": 0.9073428781261171, "mask_rcnn/false_negative": 0.09034094184219994, "mask_rcnn/false_positive": 0.11207337491235209, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.0, "time": 0.6964928675442934, "total_loss": 1.5525306456111139} {"data_time": 0.010694712400436401, "eta_seconds": 54508.57891739346, "iteration": 194539, "loss_fcos_cls": 0.24307415570365265, "loss_fcos_ctr": 0.6131715914234519, "loss_fcos_loc": 0.17502291372511536, "loss_mask": 0.24414652725681663, "loss_maskiou": 0.0042332573466410395, "loss_sem_seg": 0.24921988346613944, "lr": 0.01, "mask_rcnn/accuracy": 0.8904493393766562, "mask_rcnn/false_negative": 0.08390141393145252, "mask_rcnn/false_positive": 0.13774984243468058, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.0, "time": 0.7393616670742631, "total_loss": 1.5286290047806688} {"data_time": 0.009835842996835709, "eta_seconds": 54481.13387294859, "iteration": 194559, "loss_fcos_cls": 0.22155480738729239, "loss_fcos_ctr": 0.6169759668409824, "loss_fcos_loc": 0.17572976544033736, "loss_mask": 0.24647069396451116, "loss_maskiou": 0.004446546547114849, "loss_sem_seg": 0.24254117673262954, "lr": 0.01, "mask_rcnn/accuracy": 0.8929508653422848, "mask_rcnn/false_negative": 0.1013232301186048, "mask_rcnn/false_positive": 0.12781202856450824, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 25.75, "time": 0.7028804328292608, "total_loss": 1.5089115460832545} {"data_time": 0.009753130376338959, "eta_seconds": 54495.18534788769, "iteration": 194579, "loss_fcos_cls": 0.2288055643439293, "loss_fcos_ctr": 0.6168598709627986, "loss_fcos_loc": 0.18255996005609632, "loss_mask": 0.25290935300290585, "loss_maskiou": 0.0050066092881024815, "loss_sem_seg": 0.27356315089855343, "lr": 0.01, "mask_rcnn/accuracy": 0.9093932622112182, "mask_rcnn/false_negative": 0.07954956778971878, "mask_rcnn/false_positive": 0.11294999082436956, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.7326404321938753, "total_loss": 1.555829791148426} {"data_time": 0.00911069568246603, "eta_seconds": 54501.06864967104, "iteration": 194599, "loss_fcos_cls": 0.22899105038959533, "loss_fcos_ctr": 0.6172976959496737, "loss_fcos_loc": 0.1812263336032629, "loss_mask": 0.2557225115597248, "loss_maskiou": 0.005384641059208661, "loss_sem_seg": 0.2667037209030241, "lr": 0.01, "mask_rcnn/accuracy": 0.871546612065879, "mask_rcnn/false_negative": 0.09262481349689879, "mask_rcnn/false_positive": 0.14379696714009532, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.7357523329555988, "total_loss": 1.542454715790882} {"data_time": 0.009679462760686874, "eta_seconds": 54486.61232451629, "iteration": 194619, "loss_fcos_cls": 0.2457233277382329, "loss_fcos_ctr": 0.618328801356256, "loss_fcos_loc": 0.18630762421526015, "loss_mask": 0.27446621004492044, "loss_maskiou": 0.005601697353995405, "loss_sem_seg": 0.27303251111879945, "lr": 0.01, "mask_rcnn/accuracy": 0.8915267148526077, "mask_rcnn/false_negative": 0.08480973390670575, "mask_rcnn/false_positive": 0.15132099280105493, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.25, "time": 0.7193112401291728, "total_loss": 1.5690729944908526} {"data_time": 0.009999113157391548, "eta_seconds": 54451.83255329635, "iteration": 194639, "loss_fcos_cls": 0.24387507466599345, "loss_fcos_ctr": 0.6198248597793281, "loss_fcos_loc": 0.19416487426497042, "loss_mask": 0.2567614587023854, "loss_maskiou": 0.00541681372851599, "loss_sem_seg": 0.23529946338385344, "lr": 0.01, "mask_rcnn/accuracy": 0.90424654710369, "mask_rcnn/false_negative": 0.0779062053176442, "mask_rcnn/false_positive": 0.12438429356742506, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 28.25, "time": 0.687668508850038, "total_loss": 1.5704072761363932} {"data_time": 0.010129445232450962, "eta_seconds": 54425.545609644614, "iteration": 194659, "loss_fcos_cls": 0.24081657326314598, "loss_fcos_ctr": 0.6190575915388763, "loss_fcos_loc": 0.1881861638976261, "loss_mask": 0.2498403829522431, "loss_maskiou": 0.005520019738469273, "loss_sem_seg": 0.2978271385654807, "lr": 0.01, "mask_rcnn/accuracy": 0.8931320011309617, "mask_rcnn/false_negative": 0.07891433022723324, "mask_rcnn/false_positive": 0.14230264399718703, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7222307771444321, "total_loss": 1.6043656453475705} {"data_time": 0.011481309309601784, "eta_seconds": 54394.47362103313, "iteration": 194679, "loss_fcos_cls": 0.24507494666613638, "loss_fcos_ctr": 0.6187011953443289, "loss_fcos_loc": 0.18703602405730635, "loss_mask": 0.2513610036112368, "loss_maskiou": 0.004674140793213155, "loss_sem_seg": 0.24878969276323915, "lr": 0.01, "mask_rcnn/accuracy": 0.8883724162742019, "mask_rcnn/false_negative": 0.09911753930127457, "mask_rcnn/false_positive": 0.11654814345559059, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.0, "time": 0.7523164385929704, "total_loss": 1.559153548660106} {"data_time": 0.009890942834317684, "eta_seconds": 54372.10953707248, "iteration": 194699, "loss_fcos_cls": 0.22689312789589167, "loss_fcos_ctr": 0.6166465533897281, "loss_fcos_loc": 0.18153660115785897, "loss_mask": 0.256403936073184, "loss_maskiou": 0.005855473806150258, "loss_sem_seg": 0.2628234496805817, "lr": 0.01, "mask_rcnn/accuracy": 0.8926773834533813, "mask_rcnn/false_negative": 0.09454317694526995, "mask_rcnn/false_positive": 0.11239899058683911, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7035568552091718, "total_loss": 1.5588346124859527} {"data_time": 0.010425005108118057, "eta_seconds": 54361.42831278406, "iteration": 194719, "loss_fcos_cls": 0.237070020288229, "loss_fcos_ctr": 0.6215535160154104, "loss_fcos_loc": 0.1907195879612118, "loss_mask": 0.257358702365309, "loss_maskiou": 0.005443947316962294, "loss_sem_seg": 0.28972830390557647, "lr": 0.01, "mask_rcnn/accuracy": 0.8916355965463109, "mask_rcnn/false_negative": 0.0944556261164679, "mask_rcnn/false_positive": 0.1190667712516301, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.25, "time": 0.7344128880649805, "total_loss": 1.5980362120026257} {"data_time": 0.009982775896787643, "eta_seconds": 54346.98604227416, "iteration": 194739, "loss_fcos_cls": 0.22775351081509143, "loss_fcos_ctr": 0.6179376924410462, "loss_fcos_loc": 0.1846128583420068, "loss_mask": 0.24578486010432243, "loss_maskiou": 0.005600400254479609, "loss_sem_seg": 0.26098706712946296, "lr": 0.01, "mask_rcnn/accuracy": 0.8945775314082671, "mask_rcnn/false_negative": 0.09977906543639051, "mask_rcnn/false_positive": 0.11043264184480855, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.5, "time": 0.7252026600763202, "total_loss": 1.5490888620261103} {"data_time": 0.01040707528591156, "eta_seconds": 54336.70011975616, "iteration": 194759, "loss_fcos_cls": 0.23070276016369462, "loss_fcos_ctr": 0.61785579752177, "loss_fcos_loc": 0.1754200025461614, "loss_mask": 0.2655664449557662, "loss_maskiou": 0.0057965631431216025, "loss_sem_seg": 0.22900986019521952, "lr": 0.01, "mask_rcnn/accuracy": 0.9061585555228424, "mask_rcnn/false_negative": 0.09081467448731839, "mask_rcnn/false_positive": 0.13089300998264147, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.5, "time": 0.7389801302924752, "total_loss": 1.5121494323248044} {"data_time": 0.010523062199354172, "eta_seconds": 54318.101501254365, "iteration": 194779, "loss_fcos_cls": 0.22584889666177332, "loss_fcos_ctr": 0.6169005292467773, "loss_fcos_loc": 0.17965073650702834, "loss_mask": 0.2527481084689498, "loss_maskiou": 0.00465987279676483, "loss_sem_seg": 0.2652840022929013, "lr": 0.01, "mask_rcnn/accuracy": 0.8892569495737879, "mask_rcnn/false_negative": 0.0794584379273146, "mask_rcnn/false_positive": 0.14348565707222063, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.5, "time": 0.7191684124991298, "total_loss": 1.5490283465587709} {"data_time": 0.009904534555971622, "eta_seconds": 54303.659230744466, "iteration": 194799, "loss_fcos_cls": 0.22761971631553024, "loss_fcos_ctr": 0.6158549226820469, "loss_fcos_loc": 0.17903191442019306, "loss_mask": 0.25865441001951694, "loss_maskiou": 0.005096507928101346, "loss_sem_seg": 0.23733864864334464, "lr": 0.01, "mask_rcnn/accuracy": 0.8905013536026656, "mask_rcnn/false_negative": 0.09128983213432114, "mask_rcnn/false_positive": 0.11744558168207386, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 25.5, "time": 0.7254293542355299, "total_loss": 1.531794754540897} {"data_time": 0.010151119902729988, "eta_seconds": 54256.7873933278, "iteration": 194819, "loss_fcos_cls": 0.232769112335518, "loss_fcos_ctr": 0.6155378427356482, "loss_fcos_loc": 0.17481703171506524, "loss_mask": 0.24943553050979972, "loss_maskiou": 0.005128811186295934, "loss_sem_seg": 0.2626642407849431, "lr": 0.01, "mask_rcnn/accuracy": 0.8992905914823335, "mask_rcnn/false_negative": 0.0961783904220074, "mask_rcnn/false_positive": 0.11517169298480504, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.75, "time": 0.7194677824154496, "total_loss": 1.5525782157928916} {"data_time": 0.010739409364759922, "eta_seconds": 54234.887012041174, "iteration": 194839, "loss_fcos_cls": 0.22506022872403264, "loss_fcos_ctr": 0.6154920225962996, "loss_fcos_loc": 0.17512041283771396, "loss_mask": 0.2497004298493266, "loss_maskiou": 0.0044277637207414955, "loss_sem_seg": 0.24285673862323165, "lr": 0.01, "mask_rcnn/accuracy": 0.9005883603441377, "mask_rcnn/false_negative": 0.08505050757004137, "mask_rcnn/false_positive": 0.12334390752230329, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.7052643019706011, "total_loss": 1.5106139200070174} {"data_time": 0.009583903476595879, "eta_seconds": 54200.04134101141, "iteration": 194859, "loss_fcos_cls": 0.2315281997434795, "loss_fcos_ctr": 0.6200261004269123, "loss_fcos_loc": 0.1868825328128878, "loss_mask": 0.2697802619077265, "loss_maskiou": 0.005612797074718401, "loss_sem_seg": 0.2314556734636426, "lr": 0.01, "mask_rcnn/accuracy": 0.8952772582737962, "mask_rcnn/false_negative": 0.08877390091130388, "mask_rcnn/false_positive": 0.13055027949834042, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 25.25, "time": 0.7167376885190606, "total_loss": 1.5439186939838692} {"data_time": 0.01009839866310358, "eta_seconds": 54166.708688618615, "iteration": 194879, "loss_fcos_cls": 0.23294785211328417, "loss_fcos_ctr": 0.6193387666717172, "loss_fcos_loc": 0.1845091083087027, "loss_mask": 0.26135374000295997, "loss_maskiou": 0.005007416089938488, "loss_sem_seg": 0.24970520939677954, "lr": 0.01, "mask_rcnn/accuracy": 0.8854303208437525, "mask_rcnn/false_negative": 0.09629063015882051, "mask_rcnn/false_positive": 0.12967379064523843, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.0, "time": 0.7127402322366834, "total_loss": 1.5644432715635048} {"data_time": 0.00944365281611681, "eta_seconds": 54162.08389157057, "iteration": 194899, "loss_fcos_cls": 0.23826862638816237, "loss_fcos_ctr": 0.6194156873971224, "loss_fcos_loc": 0.18830062460619956, "loss_mask": 0.26025962736457586, "loss_maskiou": 0.00530755499494262, "loss_sem_seg": 0.25478990469127893, "lr": 0.01, "mask_rcnn/accuracy": 0.8850096013680198, "mask_rcnn/false_negative": 0.0918640602616235, "mask_rcnn/false_positive": 0.14837518973493685, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.710218159481883, "total_loss": 1.570498805391253} {"data_time": 0.010197482071816921, "eta_seconds": 54091.825485787354, "iteration": 194919, "loss_fcos_cls": 0.22168930969201028, "loss_fcos_ctr": 0.6177683044224977, "loss_fcos_loc": 0.18613325245678425, "loss_mask": 0.2555936835706234, "loss_maskiou": 0.004939034377457574, "loss_sem_seg": 0.2900703405030072, "lr": 0.01, "mask_rcnn/accuracy": 0.8984480531926545, "mask_rcnn/false_negative": 0.09046521197203736, "mask_rcnn/false_positive": 0.09728149180692372, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.0, "time": 0.7186102140694857, "total_loss": 1.5989579998713452} {"data_time": 0.009565026499330997, "eta_seconds": 54062.58530286979, "iteration": 194939, "loss_fcos_cls": 0.23706285399384797, "loss_fcos_ctr": 0.6174165727570653, "loss_fcos_loc": 0.18532433221116662, "loss_mask": 0.24857118632644415, "loss_maskiou": 0.004830193098314339, "loss_sem_seg": 0.2863015145994723, "lr": 0.01, "mask_rcnn/accuracy": 0.8748783609013745, "mask_rcnn/false_negative": 0.10615299505373618, "mask_rcnn/false_positive": 0.15395607828405455, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7128278389573097, "total_loss": 1.579959581802541} {"data_time": 0.009691557846963406, "eta_seconds": 54044.254266304895, "iteration": 194959, "loss_fcos_cls": 0.23678171052597463, "loss_fcos_ctr": 0.6205550534650683, "loss_fcos_loc": 0.18457965971902013, "loss_mask": 0.257561310660094, "loss_maskiou": 0.0051425102938083, "loss_sem_seg": 0.27367544593289495, "lr": 0.01, "mask_rcnn/accuracy": 0.8972555400172118, "mask_rcnn/false_negative": 0.08406506727946224, "mask_rcnn/false_positive": 0.11923486261987107, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.0, "time": 0.7324858736246824, "total_loss": 1.6111423505280982} {"data_time": 0.01028547715395689, "eta_seconds": 54006.788062026724, "iteration": 194979, "loss_fcos_cls": 0.25218102242797613, "loss_fcos_ctr": 0.6202266905456781, "loss_fcos_loc": 0.19123829528689384, "loss_mask": 0.26338440738618374, "loss_maskiou": 0.005277920630760491, "loss_sem_seg": 0.2590021938085556, "lr": 0.01, "mask_rcnn/accuracy": 0.8960422583667613, "mask_rcnn/false_negative": 0.09109693681686776, "mask_rcnn/false_positive": 0.13102878030106077, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 31.75, "time": 0.7219542320817709, "total_loss": 1.5894517670676578} {"data_time": 0.009619703516364098, "eta_seconds": 53995.21907359362, "iteration": 194999, "loss_fcos_cls": 0.22565373335964978, "loss_fcos_ctr": 0.6176735404878855, "loss_fcos_loc": 0.18601102463435382, "loss_mask": 0.25278619304299355, "loss_maskiou": 0.005670189748343546, "loss_sem_seg": 0.27241003327071667, "lr": 0.01, "mask_rcnn/accuracy": 0.8834056973419464, "mask_rcnn/false_negative": 0.09377169592284806, "mask_rcnn/false_positive": 0.12825267977163038, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.5, "time": 0.729521606117487, "total_loss": 1.5732811782654608} {"data_time": 0.01025525201112032, "eta_seconds": 53930.605338783, "iteration": 195019, "loss_fcos_cls": 0.2351969729643315, "loss_fcos_ctr": 0.6174158956855536, "loss_fcos_loc": 0.18128794780932367, "loss_mask": 0.2630132958292961, "loss_maskiou": 0.005620104646368418, "loss_sem_seg": 0.2755175409838557, "lr": 0.01, "mask_rcnn/accuracy": 0.8899943310657596, "mask_rcnn/false_negative": 0.07983401131132084, "mask_rcnn/false_positive": 0.11663179815217634, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.75, "time": 0.7161127515137196, "total_loss": 1.5751461868057959} {"data_time": 0.010531779378652573, "eta_seconds": 53885.17385732476, "iteration": 195039, "loss_fcos_cls": 0.2418750557117164, "loss_fcos_ctr": 0.617358049377799, "loss_fcos_loc": 0.1871876025106758, "loss_mask": 0.24866546969860792, "loss_maskiou": 0.005211352679907577, "loss_sem_seg": 0.25853646313771605, "lr": 0.01, "mask_rcnn/accuracy": 0.9051835734293718, "mask_rcnn/false_negative": 0.07511528139747181, "mask_rcnn/false_positive": 0.126581349636825, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.0, "time": 0.7158437641337514, "total_loss": 1.5517403707381163} {"data_time": 0.009862144477665424, "eta_seconds": 53866.711106969975, "iteration": 195059, "loss_fcos_cls": 0.2567857778631151, "loss_fcos_ctr": 0.6203875774517655, "loss_fcos_loc": 0.18931811721995473, "loss_mask": 0.25678498251363635, "loss_maskiou": 0.005225669548963197, "loss_sem_seg": 0.2591574895195663, "lr": 0.01, "mask_rcnn/accuracy": 0.8936002580856904, "mask_rcnn/false_negative": 0.0898373731207146, "mask_rcnn/false_positive": 0.10781057183407941, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 26.5, "time": 0.7173319971188903, "total_loss": 1.5949512029183097} {"data_time": 0.009337546303868294, "eta_seconds": 53852.33534173947, "iteration": 195079, "loss_fcos_cls": 0.2497967379167676, "loss_fcos_ctr": 0.6150841182097793, "loss_fcos_loc": 0.19098347960971296, "loss_mask": 0.24177253898233175, "loss_maskiou": 0.00462471788887342, "loss_sem_seg": 0.2692132876254618, "lr": 0.01, "mask_rcnn/accuracy": 0.9103917638483965, "mask_rcnn/false_negative": 0.0725994199316696, "mask_rcnn/false_positive": 0.09761196536771101, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.7354397289454937, "total_loss": 1.5880698093169485} {"data_time": 0.009768590331077576, "eta_seconds": 53842.04329034407, "iteration": 195099, "loss_fcos_cls": 0.25024350732564926, "loss_fcos_ctr": 0.6182567942887545, "loss_fcos_loc": 0.1853052177466452, "loss_mask": 0.2601861688308418, "loss_maskiou": 0.0054612127496511675, "loss_sem_seg": 0.2512371538905427, "lr": 0.01, "mask_rcnn/accuracy": 0.8602082636333221, "mask_rcnn/false_negative": 0.13018667207392196, "mask_rcnn/false_positive": 0.15243779505652613, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.25, "time": 0.7308399071916938, "total_loss": 1.574738364724908} {"data_time": 0.009981446899473667, "eta_seconds": 53833.10553904064, "iteration": 195119, "loss_fcos_cls": 0.22133174049668014, "loss_fcos_ctr": 0.617899039760232, "loss_fcos_loc": 0.1816118119750172, "loss_mask": 0.2531483303755522, "loss_maskiou": 0.00485593851772137, "loss_sem_seg": 0.2654271861538291, "lr": 0.01, "mask_rcnn/accuracy": 0.909767382353399, "mask_rcnn/false_negative": 0.06778143061195041, "mask_rcnn/false_positive": 0.12255441664726865, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.7202399419620633, "total_loss": 1.537779511156259} {"data_time": 0.01002472173422575, "eta_seconds": 53843.683969073, "iteration": 195139, "loss_fcos_cls": 0.2500117402523756, "loss_fcos_ctr": 0.6215996788814664, "loss_fcos_loc": 0.19640710018575191, "loss_mask": 0.26793603878468275, "loss_maskiou": 0.005617776478175074, "loss_sem_seg": 0.27100165421143174, "lr": 0.01, "mask_rcnn/accuracy": 0.8825204621982572, "mask_rcnn/false_negative": 0.09852236773030026, "mask_rcnn/false_positive": 0.13440106172787655, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 33.0, "time": 0.7194559164345264, "total_loss": 1.6061273549275938} {"data_time": 0.009882716462016106, "eta_seconds": 53832.7799364673, "iteration": 195159, "loss_fcos_cls": 0.23208657512441278, "loss_fcos_ctr": 0.620620951987803, "loss_fcos_loc": 0.18396742979530245, "loss_mask": 0.2540179919451475, "loss_maskiou": 0.00502784348645946, "loss_sem_seg": 0.27734076837077737, "lr": 0.01, "mask_rcnn/accuracy": 0.8876269247469856, "mask_rcnn/false_negative": 0.08823005954091448, "mask_rcnn/false_positive": 0.12295409732988632, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7211680701002479, "total_loss": 1.5926431107000099} {"data_time": 0.009529633447527885, "eta_seconds": 53789.97061386146, "iteration": 195179, "loss_fcos_cls": 0.2433936414308846, "loss_fcos_ctr": 0.6194811938330531, "loss_fcos_loc": 0.19062850810587406, "loss_mask": 0.2482098350301385, "loss_maskiou": 0.004680111832840339, "loss_sem_seg": 0.2512039926368743, "lr": 0.01, "mask_rcnn/accuracy": 0.9002736944030103, "mask_rcnn/false_negative": 0.09692043974637672, "mask_rcnn/false_positive": 0.11101571854817693, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 28.5, "time": 0.7036522142589092, "total_loss": 1.5688552477181474} {"data_time": 0.011552256532013416, "eta_seconds": 53807.473970953375, "iteration": 195199, "loss_fcos_cls": 0.23908216983545572, "loss_fcos_ctr": 0.6170186651870608, "loss_fcos_loc": 0.18647258123382926, "loss_mask": 0.25986767187714577, "loss_maskiou": 0.005572904963628389, "loss_sem_seg": 0.2767442944459617, "lr": 0.01, "mask_rcnn/accuracy": 0.8843610093610094, "mask_rcnn/false_negative": 0.10509048414695232, "mask_rcnn/false_positive": 0.1514882784825782, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.75, "time": 0.7342327497899532, "total_loss": 1.57175308542719} {"data_time": 0.010320578701794147, "eta_seconds": 53789.6222181553, "iteration": 195219, "loss_fcos_cls": 0.2458183926064521, "loss_fcos_ctr": 0.6175058367662132, "loss_fcos_loc": 0.1813612747937441, "loss_mask": 0.25470804143697023, "loss_maskiou": 0.004934981552651152, "loss_sem_seg": 0.27523764269426465, "lr": 0.01, "mask_rcnn/accuracy": 0.8758953127000313, "mask_rcnn/false_negative": 0.09848772693538918, "mask_rcnn/false_positive": 0.14118589904852397, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.709740505553782, "total_loss": 1.584371893244679} {"data_time": 0.009684374555945396, "eta_seconds": 53799.28513322957, "iteration": 195239, "loss_fcos_cls": 0.24137327901553363, "loss_fcos_ctr": 0.6165700731799006, "loss_fcos_loc": 0.19104813155718148, "loss_mask": 0.24762790836393833, "loss_maskiou": 0.005125598640006501, "loss_sem_seg": 0.24663090496324003, "lr": 0.01, "mask_rcnn/accuracy": 0.9023855077745384, "mask_rcnn/false_negative": 0.09088683551996866, "mask_rcnn/false_positive": 0.12394568812704085, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.0, "time": 0.7346471631899476, "total_loss": 1.5549124132085126} {"data_time": 0.010409018956124783, "eta_seconds": 53816.65888278466, "iteration": 195259, "loss_fcos_cls": 0.23123551241587847, "loss_fcos_ctr": 0.6204795138910413, "loss_fcos_loc": 0.18435111467260867, "loss_mask": 0.27170799765735865, "loss_maskiou": 0.005156301602255553, "loss_sem_seg": 0.254898932762444, "lr": 0.01, "mask_rcnn/accuracy": 0.8733829522819401, "mask_rcnn/false_negative": 0.09774487015957954, "mask_rcnn/false_positive": 0.12699949534230048, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7474701115861535, "total_loss": 1.565017687418731} {"data_time": 0.008721468038856983, "eta_seconds": 53821.13666036446, "iteration": 195279, "loss_fcos_cls": 0.23983851680532098, "loss_fcos_ctr": 0.616741668432951, "loss_fcos_loc": 0.18168067280203104, "loss_mask": 0.25992023944854736, "loss_maskiou": 0.004658850328269182, "loss_sem_seg": 0.24630670063197613, "lr": 0.01, "mask_rcnn/accuracy": 0.9032590466742252, "mask_rcnn/false_negative": 0.08364079564666976, "mask_rcnn/false_positive": 0.11555027457609612, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7394752614200115, "total_loss": 1.570317003686796} {"data_time": 0.01026102714240551, "eta_seconds": 53793.98617530614, "iteration": 195299, "loss_fcos_cls": 0.2252461004536599, "loss_fcos_ctr": 0.6174812610261142, "loss_fcos_loc": 0.18187869840767235, "loss_mask": 0.2547497497871518, "loss_maskiou": 0.0050909871570183896, "loss_sem_seg": 0.2503889985382557, "lr": 0.01, "mask_rcnn/accuracy": 0.8816605237412691, "mask_rcnn/false_negative": 0.0821383143914365, "mask_rcnn/false_positive": 0.14236180943660012, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.722942303866148, "total_loss": 1.5499863111326704} {"data_time": 0.008955543860793114, "eta_seconds": 53773.45636297669, "iteration": 195319, "loss_fcos_cls": 0.24451798759400845, "loss_fcos_ctr": 0.6164027135819197, "loss_fcos_loc": 0.18726915889419615, "loss_mask": 0.24380819452926517, "loss_maskiou": 0.0050629371689865366, "loss_sem_seg": 0.3017964116297662, "lr": 0.01, "mask_rcnn/accuracy": 0.8938714526709302, "mask_rcnn/false_negative": 0.08683638879554662, "mask_rcnn/false_positive": 0.1167146061680559, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 26.0, "time": 0.7150383591651917, "total_loss": 1.6096557099663187} {"data_time": 0.009972459636628628, "eta_seconds": 53777.91898126993, "iteration": 195339, "loss_fcos_cls": 0.24306754040298983, "loss_fcos_ctr": 0.6194567922502756, "loss_fcos_loc": 0.18907930504065007, "loss_mask": 0.26515803951770067, "loss_maskiou": 0.005520678207176388, "loss_sem_seg": 0.25805564457550645, "lr": 0.01, "mask_rcnn/accuracy": 0.8778518225472007, "mask_rcnn/false_negative": 0.08581753659552775, "mask_rcnn/false_positive": 0.16537408652929195, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 25.75, "time": 0.7317766435444355, "total_loss": 1.5666938952199416} {"data_time": 0.009794735349714756, "eta_seconds": 53754.68386832718, "iteration": 195359, "loss_fcos_cls": 0.23409502382855862, "loss_fcos_ctr": 0.6201180927455425, "loss_fcos_loc": 0.18507064681034535, "loss_mask": 0.2566560138948262, "loss_maskiou": 0.005133411774295382, "loss_sem_seg": 0.26803557062521577, "lr": 0.01, "mask_rcnn/accuracy": 0.8850637271954236, "mask_rcnn/false_negative": 0.09656478558410288, "mask_rcnn/false_positive": 0.12850889934646087, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.726863075979054, "total_loss": 1.5669778081501136} {"data_time": 0.01084089931100607, "eta_seconds": 53798.88560150564, "iteration": 195379, "loss_fcos_cls": 0.2384678233647719, "loss_fcos_ctr": 0.6198411728255451, "loss_fcos_loc": 0.19979274307843298, "loss_mask": 0.26148721575737, "loss_maskiou": 0.0048880208560149185, "loss_sem_seg": 0.24428423633798957, "lr": 0.01, "mask_rcnn/accuracy": 0.8813756100266193, "mask_rcnn/false_negative": 0.07851002397609369, "mask_rcnn/false_positive": 0.14549915871099633, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.5, "time": 0.7251186035573483, "total_loss": 1.5656702339256299} {"data_time": 0.01039407029747963, "eta_seconds": 53734.70130217541, "iteration": 195399, "loss_fcos_cls": 0.23872916912660003, "loss_fcos_ctr": 0.617802812717855, "loss_fcos_loc": 0.18277280195616186, "loss_mask": 0.2583219283260405, "loss_maskiou": 0.005479152066982351, "loss_sem_seg": 0.2692014630883932, "lr": 0.01, "mask_rcnn/accuracy": 0.877805230483802, "mask_rcnn/false_negative": 0.06705511647732906, "mask_rcnn/false_positive": 0.14165896933852365, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7074371529743075, "total_loss": 1.5801762859191513} {"data_time": 0.010240751318633556, "eta_seconds": 53727.66959004011, "iteration": 195419, "loss_fcos_cls": 0.2423479042481631, "loss_fcos_ctr": 0.6193077135831118, "loss_fcos_loc": 0.19021881348453462, "loss_mask": 0.26382485032081604, "loss_maskiou": 0.005654837455949746, "loss_sem_seg": 0.2657980336807668, "lr": 0.01, "mask_rcnn/accuracy": 0.8787207392123952, "mask_rcnn/false_negative": 0.08338019381594924, "mask_rcnn/false_positive": 0.15671099839323416, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7249477710574865, "total_loss": 1.590342059484101} {"data_time": 0.010706624947488308, "eta_seconds": 53748.03292940743, "iteration": 195439, "loss_fcos_cls": 0.2428069352172315, "loss_fcos_ctr": 0.6160249435342848, "loss_fcos_loc": 0.18412929598707706, "loss_mask": 0.24887558445334435, "loss_maskiou": 0.005467755006975494, "loss_sem_seg": 0.2800731295719743, "lr": 0.01, "mask_rcnn/accuracy": 0.8986955009276438, "mask_rcnn/false_negative": 0.08106152109542522, "mask_rcnn/false_positive": 0.1200457132935592, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.25, "time": 0.734245884232223, "total_loss": 1.5737247156503145} {"data_time": 0.010393339209258556, "eta_seconds": 53767.4680516189, "iteration": 195459, "loss_fcos_cls": 0.23575513693504035, "loss_fcos_ctr": 0.6174129312857985, "loss_fcos_loc": 0.18610548158176243, "loss_mask": 0.24260598234832287, "loss_maskiou": 0.005308991618221626, "loss_sem_seg": 0.24318953230977058, "lr": 0.01, "mask_rcnn/accuracy": 0.8882065001325206, "mask_rcnn/false_negative": 0.07960968436761441, "mask_rcnn/false_positive": 0.11395571464024398, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.5, "time": 0.7232344700023532, "total_loss": 1.5383948922899435} {"data_time": 0.010841778479516506, "eta_seconds": 53776.35440790001, "iteration": 195479, "loss_fcos_cls": 0.23987022647634149, "loss_fcos_ctr": 0.6168208143208176, "loss_fcos_loc": 0.18412341887596995, "loss_mask": 0.2552068755030632, "loss_maskiou": 0.00506377151759807, "loss_sem_seg": 0.2665981473401189, "lr": 0.01, "mask_rcnn/accuracy": 0.8869441125567747, "mask_rcnn/false_negative": 0.09859202536340744, "mask_rcnn/false_positive": 0.12207446642206256, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.75, "time": 0.72659020870924, "total_loss": 1.5724123261752538} {"data_time": 0.010495023801922798, "eta_seconds": 53816.05611474812, "iteration": 195499, "loss_fcos_cls": 0.24049725069198757, "loss_fcos_ctr": 0.6207988923415542, "loss_fcos_loc": 0.18839846830815077, "loss_mask": 0.2651862259954214, "loss_maskiou": 0.004866222370765172, "loss_sem_seg": 0.25320274638943374, "lr": 0.01, "mask_rcnn/accuracy": 0.9017007764644319, "mask_rcnn/false_negative": 0.07179452723797197, "mask_rcnn/false_positive": 0.12225139240980315, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.0, "time": 0.7434994503855705, "total_loss": 1.566137070520199} {"data_time": 0.011124951764941216, "eta_seconds": 53827.10862050392, "iteration": 195519, "loss_fcos_cls": 0.24258739035576582, "loss_fcos_ctr": 0.6188505217432976, "loss_fcos_loc": 0.18800962064415216, "loss_mask": 0.24457124527543783, "loss_maskiou": 0.004765278186823707, "loss_sem_seg": 0.23694703704677522, "lr": 0.01, "mask_rcnn/accuracy": 0.8771373279358692, "mask_rcnn/false_negative": 0.11199962728363591, "mask_rcnn/false_positive": 0.12309312637292386, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.25, "time": 0.7217177487909794, "total_loss": 1.5510655274338205} {"data_time": 0.010356494225561619, "eta_seconds": 53787.16197581589, "iteration": 195539, "loss_fcos_cls": 0.24378905881894752, "loss_fcos_ctr": 0.6188012240454555, "loss_fcos_loc": 0.18536662752740085, "loss_mask": 0.25949257146567106, "loss_maskiou": 0.005272857772069983, "loss_sem_seg": 0.25723534263670444, "lr": 0.01, "mask_rcnn/accuracy": 0.8954165777588108, "mask_rcnn/false_negative": 0.0846093006806234, "mask_rcnn/false_positive": 0.1238782689106523, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 34.0, "time": 0.7394136637449265, "total_loss": 1.5605848761915695} {"data_time": 0.010583426803350449, "eta_seconds": 53770.751520857215, "iteration": 195559, "loss_fcos_cls": 0.25023013702593744, "loss_fcos_ctr": 0.6194086358882487, "loss_fcos_loc": 0.18569493223913014, "loss_mask": 0.25076986756175756, "loss_maskiou": 0.005390910489950329, "loss_sem_seg": 0.2784367362037301, "lr": 0.01, "mask_rcnn/accuracy": 0.9036688439111908, "mask_rcnn/false_negative": 0.07510167057383471, "mask_rcnn/false_positive": 0.09721417761697024, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 24.5, "time": 0.7129582883790135, "total_loss": 1.6174578540194489} {"data_time": 0.010322078131139278, "eta_seconds": 53738.62234533951, "iteration": 195579, "loss_fcos_cls": 0.23773822747170925, "loss_fcos_ctr": 0.6180084235966206, "loss_fcos_loc": 0.1814800170250237, "loss_mask": 0.26157594192773104, "loss_maskiou": 0.005553041931307234, "loss_sem_seg": 0.25152314780279994, "lr": 0.01, "mask_rcnn/accuracy": 0.8857482993197279, "mask_rcnn/false_negative": 0.10869685209296306, "mask_rcnn/false_positive": 0.1356193148679758, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 30.5, "time": 0.7079302351921797, "total_loss": 1.5659302194981137} {"data_time": 0.009765035472810268, "eta_seconds": 53708.242440667, "iteration": 195599, "loss_fcos_cls": 0.25204535806551576, "loss_fcos_ctr": 0.6183445993810892, "loss_fcos_loc": 0.1854340158170089, "loss_mask": 0.2471218379214406, "loss_maskiou": 0.005361882867873646, "loss_sem_seg": 0.2941394508816302, "lr": 0.01, "mask_rcnn/accuracy": 0.8903051520364689, "mask_rcnn/false_negative": 0.07896531688370376, "mask_rcnn/false_positive": 0.15273974036832888, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.0, "time": 0.7315775090828538, "total_loss": 1.6366721825761488} {"data_time": 0.010326642543077469, "eta_seconds": 53709.73876551911, "iteration": 195619, "loss_fcos_cls": 0.2489824341610074, "loss_fcos_ctr": 0.6192962597124279, "loss_fcos_loc": 0.19568720570532605, "loss_mask": 0.25857048109173775, "loss_maskiou": 0.0054189601105463225, "loss_sem_seg": 0.27447056537494063, "lr": 0.01, "mask_rcnn/accuracy": 0.8721509051527134, "mask_rcnn/false_negative": 0.1062267590642708, "mask_rcnn/false_positive": 0.12862373579993264, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7282284907996655, "total_loss": 1.6098013460505172} {"data_time": 0.010435529053211212, "eta_seconds": 53729.63113909867, "iteration": 195639, "loss_fcos_cls": 0.2459481838159263, "loss_fcos_ctr": 0.6192214041948318, "loss_fcos_loc": 0.1962464764364995, "loss_mask": 0.26898684445768595, "loss_maskiou": 0.005648015947372187, "loss_sem_seg": 0.2812382965348661, "lr": 0.01, "mask_rcnn/accuracy": 0.8784693264324961, "mask_rcnn/false_negative": 0.10196712956661609, "mask_rcnn/false_positive": 0.15233247261871624, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.25, "time": 0.7379074990749359, "total_loss": 1.6144746567879338} {"data_time": 0.010437102988362312, "eta_seconds": 53725.93120335229, "iteration": 195659, "loss_fcos_cls": 0.23030179447960109, "loss_fcos_ctr": 0.6190094416961074, "loss_fcos_loc": 0.18920030305162072, "loss_mask": 0.25526484986767173, "loss_maskiou": 0.005120872800034704, "loss_sem_seg": 0.26450266083702445, "lr": 0.01, "mask_rcnn/accuracy": 0.8825133624878523, "mask_rcnn/false_negative": 0.09215863117403629, "mask_rcnn/false_positive": 0.14406423792991999, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.25, "time": 0.7319090608507395, "total_loss": 1.5735922254243633} {"data_time": 0.010508624836802483, "eta_seconds": 53684.07226906717, "iteration": 195679, "loss_fcos_cls": 0.23456726246513426, "loss_fcos_ctr": 0.6158900866284966, "loss_fcos_loc": 0.1806500826496631, "loss_mask": 0.2553769829683006, "loss_maskiou": 0.005331838733582117, "loss_sem_seg": 0.2541252411901951, "lr": 0.01, "mask_rcnn/accuracy": 0.9005371615859459, "mask_rcnn/false_negative": 0.07886886001227401, "mask_rcnn/false_positive": 0.10504005045246168, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 23.0, "time": 0.7135805543512106, "total_loss": 1.5567337539396249} {"data_time": 0.00939869787544012, "eta_seconds": 53697.02336988039, "iteration": 195699, "loss_fcos_cls": 0.2469047463964671, "loss_fcos_ctr": 0.617184647358954, "loss_fcos_loc": 0.18417582591064274, "loss_mask": 0.25371867325156927, "loss_maskiou": 0.004950006907165516, "loss_sem_seg": 0.24824662692844868, "lr": 0.01, "mask_rcnn/accuracy": 0.9021775043145337, "mask_rcnn/false_negative": 0.08089936289009499, "mask_rcnn/false_positive": 0.13370208800207378, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.5, "time": 0.7394007788971066, "total_loss": 1.5638448935860652} {"data_time": 0.010832271538674831, "eta_seconds": 53671.82704163995, "iteration": 195719, "loss_fcos_cls": 0.23494765046052635, "loss_fcos_ctr": 0.6169370552524924, "loss_fcos_loc": 0.1835587996756658, "loss_mask": 0.2703335676342249, "loss_maskiou": 0.005354720451578032, "loss_sem_seg": 0.246030212379992, "lr": 0.01, "mask_rcnn/accuracy": 0.8903887944066515, "mask_rcnn/false_negative": 0.10249430783136934, "mask_rcnn/false_positive": 0.10594590397529552, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.5, "time": 0.7297628317028284, "total_loss": 1.5443562130603823} {"data_time": 0.010082264430820942, "eta_seconds": 53639.28302974999, "iteration": 195739, "loss_fcos_cls": 0.24743799667339772, "loss_fcos_ctr": 0.6201911745592952, "loss_fcos_loc": 0.19333397026639432, "loss_mask": 0.26687170937657356, "loss_maskiou": 0.005302665464114398, "loss_sem_seg": 0.23383090924471617, "lr": 0.01, "mask_rcnn/accuracy": 0.8830638505402161, "mask_rcnn/false_negative": 0.07582737744970382, "mask_rcnn/false_positive": 0.13621130282451877, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7178167803213, "total_loss": 1.583348052612564} {"data_time": 0.010169191285967827, "eta_seconds": 53626.28610120714, "iteration": 195759, "loss_fcos_cls": 0.23155317222699523, "loss_fcos_ctr": 0.6183097916655242, "loss_fcos_loc": 0.18548102118074894, "loss_mask": 0.25990178156644106, "loss_maskiou": 0.005129478799062781, "loss_sem_seg": 0.23913209699094296, "lr": 0.01, "mask_rcnn/accuracy": 0.8774466604823747, "mask_rcnn/false_negative": 0.10422485899637553, "mask_rcnn/false_positive": 0.11489165957704775, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 38.5, "time": 0.7290880186483264, "total_loss": 1.5638843588385498} {"data_time": 0.010904242284595966, "eta_seconds": 53628.473968545906, "iteration": 195779, "loss_fcos_cls": 0.24267594428965822, "loss_fcos_ctr": 0.618859457783401, "loss_fcos_loc": 0.18586726789362729, "loss_mask": 0.2651494750753045, "loss_maskiou": 0.005350577863282524, "loss_sem_seg": 0.26110228477045894, "lr": 0.01, "mask_rcnn/accuracy": 0.8977579922742502, "mask_rcnn/false_negative": 0.09456393767168414, "mask_rcnn/false_positive": 0.12145688803018402, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7223357539623976, "total_loss": 1.563391718576895} {"data_time": 0.010505259968340397, "eta_seconds": 53597.39301727712, "iteration": 195799, "loss_fcos_cls": 0.24439858505502343, "loss_fcos_ctr": 0.618967522867024, "loss_fcos_loc": 0.18581312545575202, "loss_mask": 0.2556328219361603, "loss_maskiou": 0.005297898343997076, "loss_sem_seg": 0.2594995633699, "lr": 0.01, "mask_rcnn/accuracy": 0.903949411397212, "mask_rcnn/false_negative": 0.0826530103539308, "mask_rcnn/false_positive": 0.12194180719053645, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.0, "time": 0.7102043721824884, "total_loss": 1.5805237144813873} {"data_time": 0.0109452148899436, "eta_seconds": 53599.571919816546, "iteration": 195819, "loss_fcos_cls": 0.23246425413526595, "loss_fcos_ctr": 0.6198216713964939, "loss_fcos_loc": 0.18210015073418617, "loss_mask": 0.25293701561167836, "loss_maskiou": 0.005262824211968109, "loss_sem_seg": 0.29166766395792365, "lr": 0.01, "mask_rcnn/accuracy": 0.88718671185372, "mask_rcnn/false_negative": 0.08390690418972385, "mask_rcnn/false_positive": 0.14774988036295783, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.75, "time": 0.7286109132692218, "total_loss": 1.5666592973357183} {"data_time": 0.009964490309357643, "eta_seconds": 53595.84595272876, "iteration": 195839, "loss_fcos_cls": 0.2488068122183904, "loss_fcos_ctr": 0.6144650317728519, "loss_fcos_loc": 0.17817765258951113, "loss_mask": 0.2670759232714772, "loss_maskiou": 0.005888344894628972, "loss_sem_seg": 0.2558486829511821, "lr": 0.01, "mask_rcnn/accuracy": 0.8859884117581458, "mask_rcnn/false_negative": 0.08104054891214701, "mask_rcnn/false_positive": 0.13140436957029128, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7204166362062097, "total_loss": 1.5585300539096352} {"data_time": 0.010492128320038319, "eta_seconds": 53600.92667243909, "iteration": 195859, "loss_fcos_cls": 0.24187352263834327, "loss_fcos_ctr": 0.6195490923710167, "loss_fcos_loc": 0.18637852231040597, "loss_mask": 0.2577934400178492, "loss_maskiou": 0.005450926035337034, "loss_sem_seg": 0.28182044392451644, "lr": 0.01, "mask_rcnn/accuracy": 0.8915033895502645, "mask_rcnn/false_negative": 0.08209881416220742, "mask_rcnn/false_positive": 0.11589047514269607, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.0, "time": 0.7374478690326214, "total_loss": 1.630498781109054} {"data_time": 0.010525056160986423, "eta_seconds": 53612.710074981675, "iteration": 195879, "loss_fcos_cls": 0.251519012497738, "loss_fcos_ctr": 0.6178523765411228, "loss_fcos_loc": 0.1814998501795344, "loss_mask": 0.2624669438228011, "loss_maskiou": 0.005295282360748388, "loss_sem_seg": 0.2999997646547854, "lr": 0.01, "mask_rcnn/accuracy": 0.8807845935308989, "mask_rcnn/false_negative": 0.09441386058150669, "mask_rcnn/false_positive": 0.1413299806176565, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.75, "time": 0.7066693557426333, "total_loss": 1.6129437558847712} {"data_time": 0.00928772334009409, "eta_seconds": 53580.399943936616, "iteration": 195899, "loss_fcos_cls": 0.2447983305901289, "loss_fcos_ctr": 0.6186977829784155, "loss_fcos_loc": 0.18655773100908846, "loss_mask": 0.25260552018880844, "loss_maskiou": 0.005707341668312438, "loss_sem_seg": 0.267586090718396, "lr": 0.01, "mask_rcnn/accuracy": 0.8957856345663265, "mask_rcnn/false_negative": 0.0861461264922588, "mask_rcnn/false_positive": 0.13568024458866507, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7121951654553413, "total_loss": 1.5995076861872803} {"data_time": 0.010233351029455662, "eta_seconds": 53617.853610923514, "iteration": 195919, "loss_fcos_cls": 0.25348089751787484, "loss_fcos_ctr": 0.6171087068505585, "loss_fcos_loc": 0.18517082871403545, "loss_mask": 0.25399116054177284, "loss_maskiou": 0.00472601371438941, "loss_sem_seg": 0.2547760335728526, "lr": 0.01, "mask_rcnn/accuracy": 0.8754180007780239, "mask_rcnn/false_negative": 0.10088130376225862, "mask_rcnn/false_positive": 0.14039212056354644, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7298580696806312, "total_loss": 1.5855470296592102} {"data_time": 0.010228496044874191, "eta_seconds": 53634.788179102354, "iteration": 195939, "loss_fcos_cls": 0.24498291919007897, "loss_fcos_ctr": 0.6160837127827108, "loss_fcos_loc": 0.18608402996324003, "loss_mask": 0.2607281543314457, "loss_maskiou": 0.005399659225076903, "loss_sem_seg": 0.2740188352763653, "lr": 0.01, "mask_rcnn/accuracy": 0.8841126425991745, "mask_rcnn/false_negative": 0.07819246579661768, "mask_rcnn/false_positive": 0.1393289626984454, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7364874491468072, "total_loss": 1.6034459286602214} {"data_time": 0.00951648224145174, "eta_seconds": 53579.5480295429, "iteration": 195959, "loss_fcos_cls": 0.22248289408162236, "loss_fcos_ctr": 0.6164736514911056, "loss_fcos_loc": 0.18522005074191839, "loss_mask": 0.25503543158993125, "loss_maskiou": 0.004985729938198347, "loss_sem_seg": 0.2793062259443104, "lr": 0.01, "mask_rcnn/accuracy": 0.8862218639973332, "mask_rcnn/false_negative": 0.10337393694320078, "mask_rcnn/false_positive": 0.11971672837826283, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7138706771656871, "total_loss": 1.5548190294066444} {"data_time": 0.010215760208666325, "eta_seconds": 53585.674695980735, "iteration": 195979, "loss_fcos_cls": 0.23484109062701464, "loss_fcos_ctr": 0.61638452578336, "loss_fcos_loc": 0.17770031350664794, "loss_mask": 0.2553788125514984, "loss_maskiou": 0.004643661581212655, "loss_sem_seg": 0.2655169926583767, "lr": 0.01, "mask_rcnn/accuracy": 0.884751275510204, "mask_rcnn/false_negative": 0.0909234302166857, "mask_rcnn/false_positive": 0.13055762153921294, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.72744345292449, "total_loss": 1.5787844605692953} {"data_time": 0.008926794864237309, "eta_seconds": 53550.602149271406, "iteration": 195999, "loss_fcos_cls": 0.24144991673529148, "loss_fcos_ctr": 0.6195045793429017, "loss_fcos_loc": 0.18722081690793857, "loss_mask": 0.2624782919883728, "loss_maskiou": 0.005477473700011615, "loss_sem_seg": 0.2566875503398478, "lr": 0.01, "mask_rcnn/accuracy": 0.8882109507640068, "mask_rcnn/false_negative": 0.06858510235369254, "mask_rcnn/false_positive": 0.12696714276460683, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.25, "time": 0.7122874744236469, "total_loss": 1.5842937969355262} {"data_time": 0.009589606896042824, "eta_seconds": 53528.959732485004, "iteration": 196019, "loss_fcos_cls": 0.24264977709390223, "loss_fcos_ctr": 0.6163066476583481, "loss_fcos_loc": 0.1817184129031375, "loss_mask": 0.26239199889823794, "loss_maskiou": 0.005671546492521884, "loss_sem_seg": 0.24581800727173686, "lr": 0.01, "mask_rcnn/accuracy": 0.8972249614131367, "mask_rcnn/false_negative": 0.09739438727275274, "mask_rcnn/false_positive": 0.10784801508991933, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.25, "time": 0.7081657275557518, "total_loss": 1.5700172611614107} {"data_time": 0.010479758493602276, "eta_seconds": 53514.48873054329, "iteration": 196039, "loss_fcos_cls": 0.22951986687257886, "loss_fcos_ctr": 0.620184529107064, "loss_fcos_loc": 0.18331096577458084, "loss_mask": 0.27093483740463853, "loss_maskiou": 0.005447225899843033, "loss_sem_seg": 0.25270740408450365, "lr": 0.01, "mask_rcnn/accuracy": 0.8818779434850863, "mask_rcnn/false_negative": 0.0955047756764454, "mask_rcnn/false_positive": 0.1486163629095481, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.0, "time": 0.7153476784005761, "total_loss": 1.5662549015614786} {"data_time": 0.008919733576476574, "eta_seconds": 53454.68382060528, "iteration": 196059, "loss_fcos_cls": 0.2257961940485984, "loss_fcos_ctr": 0.6147034578025341, "loss_fcos_loc": 0.18002763949334621, "loss_mask": 0.26468289364129305, "loss_maskiou": 0.005040865209593903, "loss_sem_seg": 0.2733539005275816, "lr": 0.01, "mask_rcnn/accuracy": 0.891144810196806, "mask_rcnn/false_negative": 0.08195484257435293, "mask_rcnn/false_positive": 0.11961330298899928, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 24.5, "time": 0.7028530072420835, "total_loss": 1.5589016732410528} {"data_time": 0.010120796039700508, "eta_seconds": 53461.89953710232, "iteration": 196079, "loss_fcos_cls": 0.2434329183306545, "loss_fcos_ctr": 0.6165676880627871, "loss_fcos_loc": 0.1837601636070758, "loss_mask": 0.24970177467912436, "loss_maskiou": 0.005027734598115785, "loss_sem_seg": 0.2558903871104121, "lr": 0.01, "mask_rcnn/accuracy": 0.8846219620752283, "mask_rcnn/false_negative": 0.08530225617320969, "mask_rcnn/false_positive": 0.13923892297586937, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.0, "time": 0.7317296722903848, "total_loss": 1.560884340768098} {"data_time": 0.010014848783612251, "eta_seconds": 53420.915645549074, "iteration": 196099, "loss_fcos_cls": 0.24658700381405652, "loss_fcos_ctr": 0.6178071894682944, "loss_fcos_loc": 0.1860661679529585, "loss_mask": 0.26080874307081103, "loss_maskiou": 0.005099821544717997, "loss_sem_seg": 0.25745277758687735, "lr": 0.01, "mask_rcnn/accuracy": 0.9026069096993636, "mask_rcnn/false_negative": 0.08979425995029157, "mask_rcnn/false_positive": 0.12497371691032702, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.75, "time": 0.7138172024860978, "total_loss": 1.5830684631946497} {"data_time": 0.009386577643454075, "eta_seconds": 53419.67433135677, "iteration": 196119, "loss_fcos_cls": 0.23559595551341772, "loss_fcos_ctr": 0.6163135813549161, "loss_fcos_loc": 0.1834193404065445, "loss_mask": 0.25377798173576593, "loss_maskiou": 0.004819714918994578, "loss_sem_seg": 0.29732397198677063, "lr": 0.01, "mask_rcnn/accuracy": 0.8897134284748383, "mask_rcnn/false_negative": 0.08870820308178036, "mask_rcnn/false_positive": 0.12187263832263262, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7181492811068892, "total_loss": 1.5977962034339726} {"data_time": 0.00962704885751009, "eta_seconds": 53423.978875538334, "iteration": 196139, "loss_fcos_cls": 0.24782255827449262, "loss_fcos_ctr": 0.6187519608065486, "loss_fcos_loc": 0.18765939585864544, "loss_mask": 0.27364182472229004, "loss_maskiou": 0.005680072936229408, "loss_sem_seg": 0.23763078916817904, "lr": 0.01, "mask_rcnn/accuracy": 0.8891697221565128, "mask_rcnn/false_negative": 0.08744964495576042, "mask_rcnn/false_positive": 0.12740161723591237, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 26.5, "time": 0.7226037327200174, "total_loss": 1.5638930744025856} {"data_time": 0.010936982929706573, "eta_seconds": 53402.74192230869, "iteration": 196159, "loss_fcos_cls": 0.23776181240100414, "loss_fcos_ctr": 0.61854078900069, "loss_fcos_loc": 0.18437166168587282, "loss_mask": 0.2577194217592478, "loss_maskiou": 0.00588215870084241, "loss_sem_seg": 0.263380577089265, "lr": 0.01, "mask_rcnn/accuracy": 0.8780680820715383, "mask_rcnn/false_negative": 0.08345577477138644, "mask_rcnn/false_positive": 0.1649272354712617, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.710369891487062, "total_loss": 1.565011904855055} {"data_time": 0.009461578913033009, "eta_seconds": 53412.71699016541, "iteration": 196179, "loss_fcos_cls": 0.2407633219845593, "loss_fcos_ctr": 0.619751282967627, "loss_fcos_loc": 0.18891431001247838, "loss_mask": 0.2584626520983875, "loss_maskiou": 0.005550635309191421, "loss_sem_seg": 0.2566133146174252, "lr": 0.01, "mask_rcnn/accuracy": 0.8801296985630986, "mask_rcnn/false_negative": 0.1113254727967731, "mask_rcnn/false_positive": 0.12333498497216289, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7186280386522412, "total_loss": 1.5906647024094127} {"data_time": 0.011030121706426144, "eta_seconds": 53373.81341813225, "iteration": 196199, "loss_fcos_cls": 0.24010007875040174, "loss_fcos_ctr": 0.6183082046918571, "loss_fcos_loc": 0.18917293334379792, "loss_mask": 0.26503851544111967, "loss_maskiou": 0.005200754436373245, "loss_sem_seg": 0.24456574022769928, "lr": 0.01, "mask_rcnn/accuracy": 0.8898249590014577, "mask_rcnn/false_negative": 0.0960637618610752, "mask_rcnn/false_positive": 0.1125953300452761, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 22.0, "time": 0.7196038942784071, "total_loss": 1.5604386261475156} {"data_time": 0.01024638582020998, "eta_seconds": 53373.0744261723, "iteration": 196219, "loss_fcos_cls": 0.24599002732429653, "loss_fcos_ctr": 0.6196410804986954, "loss_fcos_loc": 0.18876085872761905, "loss_mask": 0.2657391373068094, "loss_maskiou": 0.005318582785548642, "loss_sem_seg": 0.276512787444517, "lr": 0.01, "mask_rcnn/accuracy": 0.8914412139999843, "mask_rcnn/false_negative": 0.08557771042359019, "mask_rcnn/false_positive": 0.12560356386225163, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7235968476161361, "total_loss": 1.6030407867074246} {"data_time": 0.009313876740634441, "eta_seconds": 53358.60645354353, "iteration": 196239, "loss_fcos_cls": 0.23763492447324097, "loss_fcos_ctr": 0.6200984120368958, "loss_fcos_loc": 0.1818961165845394, "loss_mask": 0.2563662314787507, "loss_maskiou": 0.00488062606746098, "loss_sem_seg": 0.24962968239560723, "lr": 0.01, "mask_rcnn/accuracy": 0.8942048517520216, "mask_rcnn/false_negative": 0.0779316503591904, "mask_rcnn/false_positive": 0.12386403873037274, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.726496490649879, "total_loss": 1.546231507876655} {"data_time": 0.009740603156387806, "eta_seconds": 53330.420661867596, "iteration": 196259, "loss_fcos_cls": 0.2419518972747028, "loss_fcos_ctr": 0.6211645998992026, "loss_fcos_loc": 0.18724615685641766, "loss_mask": 0.2688439516350627, "loss_maskiou": 0.005872291185369249, "loss_sem_seg": 0.24595938716083765, "lr": 0.01, "mask_rcnn/accuracy": 0.8669878057606021, "mask_rcnn/false_negative": 0.0978971492256593, "mask_rcnn/false_positive": 0.16322661719311177, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7228045463562012, "total_loss": 1.5513011129078222} {"data_time": 0.009579484350979328, "eta_seconds": 53270.85233986657, "iteration": 196279, "loss_fcos_cls": 0.23199076880700886, "loss_fcos_ctr": 0.6196861071512103, "loss_fcos_loc": 0.1818616084055975, "loss_mask": 0.2576435739174485, "loss_maskiou": 0.004841841611778364, "loss_sem_seg": 0.2878582300618291, "lr": 0.01, "mask_rcnn/accuracy": 0.8788117681793959, "mask_rcnn/false_negative": 0.09612779236691964, "mask_rcnn/false_positive": 0.15132582221909474, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.25, "time": 0.7210020460188389, "total_loss": 1.5966371166687168} {"data_time": 0.01010835636407137, "eta_seconds": 53256.40032420214, "iteration": 196299, "loss_fcos_cls": 0.23774106486234814, "loss_fcos_ctr": 0.617484993301332, "loss_fcos_loc": 0.18678663508035243, "loss_mask": 0.2513703815639019, "loss_maskiou": 0.0049535347789060324, "loss_sem_seg": 0.29555591382086277, "lr": 0.01, "mask_rcnn/accuracy": 0.871846211054955, "mask_rcnn/false_negative": 0.11513805721869122, "mask_rcnn/false_positive": 0.13237424618849636, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 25.0, "time": 0.7252963520586491, "total_loss": 1.611811147438857} {"data_time": 0.01041730772703886, "eta_seconds": 53259.28047618084, "iteration": 196319, "loss_fcos_cls": 0.23542847041971982, "loss_fcos_ctr": 0.6211586259305477, "loss_fcos_loc": 0.19059319701045752, "loss_mask": 0.25735321268439293, "loss_maskiou": 0.005506181041710079, "loss_sem_seg": 0.2547148736193776, "lr": 0.01, "mask_rcnn/accuracy": 0.8953711555044552, "mask_rcnn/false_negative": 0.0814855843833697, "mask_rcnn/false_positive": 0.12969135601146387, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7196019673720002, "total_loss": 1.5799716737819836} {"data_time": 0.01016972865909338, "eta_seconds": 53279.3180156108, "iteration": 196339, "loss_fcos_cls": 0.23923915391787887, "loss_fcos_ctr": 0.6157023794949055, "loss_fcos_loc": 0.17695066542364657, "loss_mask": 0.2540106645319611, "loss_maskiou": 0.004796407847607043, "loss_sem_seg": 0.2621347261592746, "lr": 0.01, "mask_rcnn/accuracy": 0.8948221180364038, "mask_rcnn/false_negative": 0.08440903908694812, "mask_rcnn/false_positive": 0.1251281320263526, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.0, "time": 0.7373916674405336, "total_loss": 1.5738612007407937} {"data_time": 0.009677596390247345, "eta_seconds": 53264.851929618046, "iteration": 196359, "loss_fcos_cls": 0.24928528908640146, "loss_fcos_ctr": 0.6170819764956832, "loss_fcos_loc": 0.1886845282278955, "loss_mask": 0.2536391098983586, "loss_maskiou": 0.004977633070666343, "loss_sem_seg": 0.2540717455558479, "lr": 0.01, "mask_rcnn/accuracy": 0.8911625182760756, "mask_rcnn/false_negative": 0.09839264233705214, "mask_rcnn/false_positive": 0.12669116301429584, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.75, "time": 0.7218411974608898, "total_loss": 1.5818648538261186} {"data_time": 0.009996340610086918, "eta_seconds": 53270.588148369454, "iteration": 196379, "loss_fcos_cls": 0.24522216827608645, "loss_fcos_ctr": 0.6171369608491659, "loss_fcos_loc": 0.17995078791864216, "loss_mask": 0.25792145635932684, "loss_maskiou": 0.005856448195117991, "loss_sem_seg": 0.27069642674177885, "lr": 0.01, "mask_rcnn/accuracy": 0.8990886876728714, "mask_rcnn/false_negative": 0.08241826465952232, "mask_rcnn/false_positive": 0.12949294759963148, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.25, "time": 0.7270637582987547, "total_loss": 1.5887016849992506} {"data_time": 0.010312707163393497, "eta_seconds": 53285.59304806031, "iteration": 196399, "loss_fcos_cls": 0.23942719330079854, "loss_fcos_ctr": 0.6197220273315907, "loss_fcos_loc": 0.18509229633491486, "loss_mask": 0.2571796830743551, "loss_maskiou": 0.005165590235264972, "loss_sem_seg": 0.2617372586391866, "lr": 0.01, "mask_rcnn/accuracy": 0.9008511178861789, "mask_rcnn/false_negative": 0.07669249180714768, "mask_rcnn/false_positive": 0.11778872407743265, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 38.5, "time": 0.7402725713327527, "total_loss": 1.5829714846986462} {"data_time": 0.010181152261793613, "eta_seconds": 53260.44460039493, "iteration": 196419, "loss_fcos_cls": 0.24408920132555068, "loss_fcos_ctr": 0.6173670710995793, "loss_fcos_loc": 0.1856600515311584, "loss_mask": 0.2641272386536002, "loss_maskiou": 0.004877253602899145, "loss_sem_seg": 0.24979149270802736, "lr": 0.01, "mask_rcnn/accuracy": 0.8986870470310829, "mask_rcnn/false_negative": 0.07734299331450241, "mask_rcnn/false_positive": 0.12324032876993324, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.5, "time": 0.7039013979956508, "total_loss": 1.578130926551239} {"data_time": 0.009780162945389748, "eta_seconds": 53240.989023283124, "iteration": 196439, "loss_fcos_cls": 0.23771674721501768, "loss_fcos_ctr": 0.6202233582735062, "loss_fcos_loc": 0.19407348497770727, "loss_mask": 0.27171974908560514, "loss_maskiou": 0.0052236233168514445, "loss_sem_seg": 0.2678408119827509, "lr": 0.01, "mask_rcnn/accuracy": 0.8616140449686368, "mask_rcnn/false_negative": 0.10309097435922503, "mask_rcnn/false_positive": 0.1586070592783921, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7196543384343386, "total_loss": 1.6022939109898289} {"data_time": 0.009210003539919853, "eta_seconds": 53242.154296102, "iteration": 196459, "loss_fcos_cls": 0.2478228125255555, "loss_fcos_ctr": 0.6186279030516744, "loss_fcos_loc": 0.18935824307845905, "loss_mask": 0.25488596549257636, "loss_maskiou": 0.0050581789764692076, "loss_sem_seg": 0.25916548375971615, "lr": 0.01, "mask_rcnn/accuracy": 0.8856470315398887, "mask_rcnn/false_negative": 0.09140048186068817, "mask_rcnn/false_positive": 0.1367372103862627, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.25, "time": 0.733502957969904, "total_loss": 1.6040931745737907} {"data_time": 0.010464923456311226, "eta_seconds": 53208.83408917766, "iteration": 196479, "loss_fcos_cls": 0.2312350394204259, "loss_fcos_ctr": 0.6198388920165598, "loss_fcos_loc": 0.18705676996614784, "loss_mask": 0.25791612453758717, "loss_maskiou": 0.005685931377229281, "loss_sem_seg": 0.24834337690845132, "lr": 0.01, "mask_rcnn/accuracy": 0.8957909949694163, "mask_rcnn/false_negative": 0.0760011950873955, "mask_rcnn/false_positive": 0.11900281571660046, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.75, "time": 0.6967669762670994, "total_loss": 1.5484642765331955} {"data_time": 0.009391466155648232, "eta_seconds": 53156.84963680897, "iteration": 196499, "loss_fcos_cls": 0.2299437380861491, "loss_fcos_ctr": 0.6188344066031277, "loss_fcos_loc": 0.19162374711595476, "loss_mask": 0.26043473090976477, "loss_maskiou": 0.005173195575480349, "loss_sem_seg": 0.2642717584967613, "lr": 0.01, "mask_rcnn/accuracy": 0.8846631254254104, "mask_rcnn/false_negative": 0.08362179328801111, "mask_rcnn/false_positive": 0.13870300333467722, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7061973502859473, "total_loss": 1.5627427835643175} {"data_time": 0.009905403479933739, "eta_seconds": 53179.885171676986, "iteration": 196519, "loss_fcos_cls": 0.23927314416505396, "loss_fcos_ctr": 0.6183851538226008, "loss_fcos_loc": 0.18911849905271083, "loss_mask": 0.24908965080976486, "loss_maskiou": 0.005281098994601052, "loss_sem_seg": 0.27733350777998567, "lr": 0.01, "mask_rcnn/accuracy": 0.889775212032865, "mask_rcnn/false_negative": 0.08191641266953169, "mask_rcnn/false_positive": 0.1299206421741681, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.5, "time": 0.7347893575206399, "total_loss": 1.5819510750952759} {"data_time": 0.01060817576944828, "eta_seconds": 53076.09561882354, "iteration": 196539, "loss_fcos_cls": 0.25086734152864665, "loss_fcos_ctr": 0.6179058402776718, "loss_fcos_loc": 0.184502667398192, "loss_mask": 0.24606946157291532, "loss_maskiou": 0.005042380613303976, "loss_sem_seg": 0.24843403417617083, "lr": 0.01, "mask_rcnn/accuracy": 0.895155658417213, "mask_rcnn/false_negative": 0.08739276227082171, "mask_rcnn/false_positive": 0.11096842056686887, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.5, "time": 0.7033395282924175, "total_loss": 1.5720632186930743} {"data_time": 0.010461842641234398, "eta_seconds": 53106.974256524816, "iteration": 196559, "loss_fcos_cls": 0.23792730877175927, "loss_fcos_ctr": 0.617812201846391, "loss_fcos_loc": 0.1838453544769436, "loss_mask": 0.25727067328989506, "loss_maskiou": 0.005633922846755013, "loss_sem_seg": 0.23277549329213798, "lr": 0.01, "mask_rcnn/accuracy": 0.8962919096209913, "mask_rcnn/false_negative": 0.08460170749336737, "mask_rcnn/false_positive": 0.12562288360170504, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 27.5, "time": 0.7240733522921801, "total_loss": 1.5175355356477667} {"data_time": 0.010096064768731594, "eta_seconds": 53092.51176983304, "iteration": 196579, "loss_fcos_cls": 0.2503067434299737, "loss_fcos_ctr": 0.6182405259460211, "loss_fcos_loc": 0.19800060940906405, "loss_mask": 0.2636840371415019, "loss_maskiou": 0.005187124821532052, "loss_sem_seg": 0.2711374133359641, "lr": 0.01, "mask_rcnn/accuracy": 0.897933605260286, "mask_rcnn/false_negative": 0.09113270612276009, "mask_rcnn/false_positive": 0.1168716434834563, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 39.75, "time": 0.7193889617919922, "total_loss": 1.5841951963229803} {"data_time": 0.01044921949505806, "eta_seconds": 53078.04928314127, "iteration": 196599, "loss_fcos_cls": 0.2530260137282312, "loss_fcos_ctr": 0.6179052786901593, "loss_fcos_loc": 0.181820037541911, "loss_mask": 0.273215145803988, "loss_maskiou": 0.005922970056417398, "loss_sem_seg": 0.2812108874786645, "lr": 0.01, "mask_rcnn/accuracy": 0.8849840729942771, "mask_rcnn/false_negative": 0.0996162953170301, "mask_rcnn/false_positive": 0.1328133553601269, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7379666548222303, "total_loss": 1.624690542856115} {"data_time": 0.010163732804358006, "eta_seconds": 53076.79281171225, "iteration": 196619, "loss_fcos_cls": 0.23543645767495036, "loss_fcos_ctr": 0.6183663355186582, "loss_fcos_loc": 0.18082122202031314, "loss_mask": 0.25769943930208683, "loss_maskiou": 0.005072737607406452, "loss_sem_seg": 0.24517372157424688, "lr": 0.01, "mask_rcnn/accuracy": 0.881286986265658, "mask_rcnn/false_negative": 0.08425656129569137, "mask_rcnn/false_positive": 0.1241775035046368, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.75, "time": 0.7323472369462252, "total_loss": 1.5613357944021118} {"data_time": 0.010302621871232986, "eta_seconds": 52999.30137516279, "iteration": 196639, "loss_fcos_cls": 0.23869639937765896, "loss_fcos_ctr": 0.6179833337664604, "loss_fcos_loc": 0.17962355795316398, "loss_mask": 0.27223364589735866, "loss_maskiou": 0.005733452984713949, "loss_sem_seg": 0.3003680119290948, "lr": 0.01, "mask_rcnn/accuracy": 0.8710136090395968, "mask_rcnn/false_negative": 0.08836150927314049, "mask_rcnn/false_positive": 0.1576580927664169, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.75, "time": 0.7255940428003669, "total_loss": 1.612268198208767} {"data_time": 0.009695586748421192, "eta_seconds": 52953.71528289467, "iteration": 196659, "loss_fcos_cls": 0.23404437443241477, "loss_fcos_ctr": 0.6199713498353958, "loss_fcos_loc": 0.19287604885175824, "loss_mask": 0.25323632452636957, "loss_maskiou": 0.005539332021726295, "loss_sem_seg": 0.2829610202461481, "lr": 0.01, "mask_rcnn/accuracy": 0.8902645121033868, "mask_rcnn/false_negative": 0.08766677754083174, "mask_rcnn/false_positive": 0.12226613459845269, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.25, "time": 0.7061620289459825, "total_loss": 1.5902399225888075} {"data_time": 0.00956458318978548, "eta_seconds": 52949.697081613354, "iteration": 196679, "loss_fcos_cls": 0.25400559953413904, "loss_fcos_ctr": 0.6192823881283402, "loss_fcos_loc": 0.1860641196835786, "loss_mask": 0.26732062734663486, "loss_maskiou": 0.0059051373827969655, "loss_sem_seg": 0.30130611336790025, "lr": 0.01, "mask_rcnn/accuracy": 0.8803146258503401, "mask_rcnn/false_negative": 0.08550986182386046, "mask_rcnn/false_positive": 0.13100873647402628, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.713285394012928, "total_loss": 1.6321816407617007} {"data_time": 0.010117238387465477, "eta_seconds": 52911.14230675995, "iteration": 196699, "loss_fcos_cls": 0.25528865813976154, "loss_fcos_ctr": 0.6222547967918217, "loss_fcos_loc": 0.1963740396895446, "loss_mask": 0.26462702825665474, "loss_maskiou": 0.005301296972902492, "loss_sem_seg": 0.2765468363650143, "lr": 0.01, "mask_rcnn/accuracy": 0.8767704874608573, "mask_rcnn/false_negative": 0.09315012289528254, "mask_rcnn/false_positive": 0.13416271423617548, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.5, "time": 0.7036048490554094, "total_loss": 1.6408014389598975} {"data_time": 0.010377674363553524, "eta_seconds": 52893.098027486354, "iteration": 196719, "loss_fcos_cls": 0.23013734736014158, "loss_fcos_ctr": 0.6196393426507711, "loss_fcos_loc": 0.18496618629433215, "loss_mask": 0.2552078431472182, "loss_maskiou": 0.0056406268013233785, "loss_sem_seg": 0.28720278665423393, "lr": 0.01, "mask_rcnn/accuracy": 0.911484906462585, "mask_rcnn/false_negative": 0.06490192926984177, "mask_rcnn/false_positive": 0.11515833010951121, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.75, "time": 0.7281954465433955, "total_loss": 1.5708098527320544} {"data_time": 0.010567964054644108, "eta_seconds": 52878.66233528033, "iteration": 196739, "loss_fcos_cls": 0.25273928325623274, "loss_fcos_ctr": 0.6200751829892397, "loss_fcos_loc": 0.18662085372488946, "loss_mask": 0.25243919622153044, "loss_maskiou": 0.00515437777266925, "loss_sem_seg": 0.24082766380161047, "lr": 0.01, "mask_rcnn/accuracy": 0.8916975542408664, "mask_rcnn/false_negative": 0.10747810841595744, "mask_rcnn/false_positive": 0.1218654611918043, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7124715484678745, "total_loss": 1.56742240490712} {"data_time": 0.010130188427865505, "eta_seconds": 52852.545100625604, "iteration": 196759, "loss_fcos_cls": 0.23628188017755747, "loss_fcos_ctr": 0.6183460662141442, "loss_fcos_loc": 0.18273614824283868, "loss_mask": 0.2594222850166261, "loss_maskiou": 0.0052331233346194495, "loss_sem_seg": 0.2453105146996677, "lr": 0.01, "mask_rcnn/accuracy": 0.879838620230701, "mask_rcnn/false_negative": 0.10749276738267513, "mask_rcnn/false_positive": 0.13914356936204092, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.5, "time": 0.7235765596851707, "total_loss": 1.5496064178914821} {"data_time": 0.009660271927714348, "eta_seconds": 52831.244740127586, "iteration": 196779, "loss_fcos_cls": 0.22735847090370953, "loss_fcos_ctr": 0.618319932371378, "loss_fcos_loc": 0.18231363547965884, "loss_mask": 0.25825393479317427, "loss_maskiou": 0.005334654371836223, "loss_sem_seg": 0.2842499539256096, "lr": 0.01, "mask_rcnn/accuracy": 0.8873198088759313, "mask_rcnn/false_negative": 0.08360190673049642, "mask_rcnn/false_positive": 0.12231729068391435, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.5, "time": 0.6829839097335935, "total_loss": 1.6001980158034712} {"data_time": 0.010620858520269394, "eta_seconds": 52816.81411373895, "iteration": 196799, "loss_fcos_cls": 0.24395407474366948, "loss_fcos_ctr": 0.6185504151508212, "loss_fcos_loc": 0.18605919543188065, "loss_mask": 0.253367455676198, "loss_maskiou": 0.00566755463660229, "loss_sem_seg": 0.2717709066346288, "lr": 0.01, "mask_rcnn/accuracy": 0.8854242023301857, "mask_rcnn/false_negative": 0.12139542363496642, "mask_rcnn/false_positive": 0.12820611502164286, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.75, "time": 0.715473604388535, "total_loss": 1.5698394521241426} {"data_time": 0.009347598068416119, "eta_seconds": 52803.71067195013, "iteration": 196819, "loss_fcos_cls": 0.23608771158615127, "loss_fcos_ctr": 0.6187312705442309, "loss_fcos_loc": 0.19062801246764138, "loss_mask": 0.2586925746873021, "loss_maskiou": 0.0052691887321998365, "loss_sem_seg": 0.25479529751464725, "lr": 0.01, "mask_rcnn/accuracy": 0.9203656462585035, "mask_rcnn/false_negative": 0.07088776595368333, "mask_rcnn/false_positive": 0.09343594489741347, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 26.75, "time": 0.73237319663167, "total_loss": 1.560033572062821} {"data_time": 0.010373488999903202, "eta_seconds": 52810.0855691582, "iteration": 196839, "loss_fcos_cls": 0.2356742963893339, "loss_fcos_ctr": 0.6178296376019716, "loss_fcos_loc": 0.18054382188711315, "loss_mask": 0.26170581579208374, "loss_maskiou": 0.005216011617449112, "loss_sem_seg": 0.24141979916021228, "lr": 0.01, "mask_rcnn/accuracy": 0.8959680082139239, "mask_rcnn/false_negative": 0.0833138916153589, "mask_rcnn/false_positive": 0.11393046859925243, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.25, "time": 0.7343948567286134, "total_loss": 1.5356189407393686} {"data_time": 0.010434312745928764, "eta_seconds": 52783.71021484863, "iteration": 196859, "loss_fcos_cls": 0.24355609505437315, "loss_fcos_ctr": 0.617778133135289, "loss_fcos_loc": 0.18764264311175793, "loss_mask": 0.26360550289973617, "loss_maskiou": 0.005029311549151316, "loss_sem_seg": 0.2735977068077773, "lr": 0.01, "mask_rcnn/accuracy": 0.8716534581489939, "mask_rcnn/false_negative": 0.08494331295630585, "mask_rcnn/false_positive": 0.193270889565262, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7120783198624849, "total_loss": 1.591124179030885} {"data_time": 0.010671219788491726, "eta_seconds": 52761.635455219075, "iteration": 196879, "loss_fcos_cls": 0.24260761123150587, "loss_fcos_ctr": 0.6169770630076528, "loss_fcos_loc": 0.18622821697499603, "loss_mask": 0.2487153597176075, "loss_maskiou": 0.004638179379981011, "loss_sem_seg": 0.2643942413851619, "lr": 0.01, "mask_rcnn/accuracy": 0.903053725689604, "mask_rcnn/false_negative": 0.08606519885475315, "mask_rcnn/false_positive": 0.11958986929616297, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.25, "time": 0.710885101929307, "total_loss": 1.5618910161574604} {"data_time": 0.009137026034295559, "eta_seconds": 52766.77553875744, "iteration": 196899, "loss_fcos_cls": 0.23564982321113348, "loss_fcos_ctr": 0.6180749475024641, "loss_fcos_loc": 0.18612287123687565, "loss_mask": 0.24807010497897863, "loss_maskiou": 0.005439464213850442, "loss_sem_seg": 0.27409564331173897, "lr": 0.01, "mask_rcnn/accuracy": 0.9026460566670489, "mask_rcnn/false_negative": 0.07432968441070907, "mask_rcnn/false_positive": 0.12076479091712153, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.25, "time": 0.7309340694919229, "total_loss": 1.5950408359422} {"data_time": 0.010169715620577335, "eta_seconds": 52752.33886195719, "iteration": 196919, "loss_fcos_cls": 0.24415001343004405, "loss_fcos_ctr": 0.6156730800867081, "loss_fcos_loc": 0.18460272264201194, "loss_mask": 0.25007082568481565, "loss_maskiou": 0.005101107293739915, "loss_sem_seg": 0.25252819689922035, "lr": 0.01, "mask_rcnn/accuracy": 0.8717245393302953, "mask_rcnn/false_negative": 0.10070741181783498, "mask_rcnn/false_positive": 0.16363211433212005, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7304022600874305, "total_loss": 1.575691834474128} {"data_time": 0.009986981749534607, "eta_seconds": 52739.74786125962, "iteration": 196939, "loss_fcos_cls": 0.24358056293567643, "loss_fcos_ctr": 0.6199894207529724, "loss_fcos_loc": 0.18241026578471065, "loss_mask": 0.2575042564421892, "loss_maskiou": 0.006389271409716457, "loss_sem_seg": 0.25379010709002614, "lr": 0.01, "mask_rcnn/accuracy": 0.8881459003438332, "mask_rcnn/false_negative": 0.09769753899187847, "mask_rcnn/false_positive": 0.1346449030955444, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.5, "time": 0.7299792869016528, "total_loss": 1.5698294405010529} {"data_time": 0.009650826454162598, "eta_seconds": 52737.10909283906, "iteration": 196959, "loss_fcos_cls": 0.24164003448095173, "loss_fcos_ctr": 0.6185168903321028, "loss_fcos_loc": 0.19225437508430332, "loss_mask": 0.2630448117852211, "loss_maskiou": 0.005325590402208036, "loss_sem_seg": 0.2827013679780066, "lr": 0.01, "mask_rcnn/accuracy": 0.87514825735489, "mask_rcnn/false_negative": 0.10225820016918832, "mask_rcnn/false_positive": 0.1471743467633383, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.75, "time": 0.7242547310888767, "total_loss": 1.6283363784459652} {"data_time": 0.010721869766712189, "eta_seconds": 52722.66868016869, "iteration": 196979, "loss_fcos_cls": 0.23557723220437765, "loss_fcos_ctr": 0.6171762822195888, "loss_fcos_loc": 0.17960847518406808, "loss_mask": 0.25858268281444907, "loss_maskiou": 0.00564871785172727, "loss_sem_seg": 0.2632064651697874, "lr": 0.01, "mask_rcnn/accuracy": 0.8714958647313565, "mask_rcnn/false_negative": 0.10338664978979162, "mask_rcnn/false_positive": 0.12407686576932878, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.5, "time": 0.7474134471267462, "total_loss": 1.582393971417332} {"data_time": 0.010826696641743183, "eta_seconds": 52708.228267498314, "iteration": 196999, "loss_fcos_cls": 0.23679139954037964, "loss_fcos_ctr": 0.6192663693800569, "loss_fcos_loc": 0.18843297415878624, "loss_mask": 0.25844906363636255, "loss_maskiou": 0.005224565931712277, "loss_sem_seg": 0.2512100231833756, "lr": 0.01, "mask_rcnn/accuracy": 0.8959535728756348, "mask_rcnn/false_negative": 0.08788338562983003, "mask_rcnn/false_positive": 0.12464333032342806, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.75, "time": 0.7105128485709429, "total_loss": 1.5613819250793313} {"data_time": 0.010429110378026962, "eta_seconds": 52714.273327223025, "iteration": 197019, "loss_fcos_cls": 0.2390234599588439, "loss_fcos_ctr": 0.6191498222760856, "loss_fcos_loc": 0.18987420643679798, "loss_mask": 0.257601008284837, "loss_maskiou": 0.00490885779436212, "loss_sem_seg": 0.26220017159357667, "lr": 0.01, "mask_rcnn/accuracy": 0.8936908934264036, "mask_rcnn/false_negative": 0.09445421982535057, "mask_rcnn/false_positive": 0.13241872736659877, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.75, "time": 0.7334613241255283, "total_loss": 1.5789008224019199} {"data_time": 0.011196031235158443, "eta_seconds": 52712.33863606304, "iteration": 197039, "loss_fcos_cls": 0.2481880143750459, "loss_fcos_ctr": 0.6174608767032623, "loss_fcos_loc": 0.19168663956224918, "loss_mask": 0.2522846180945635, "loss_maskiou": 0.005419127628556453, "loss_sem_seg": 0.2576701049692929, "lr": 0.01, "mask_rcnn/accuracy": 0.8949621584514205, "mask_rcnn/false_negative": 0.10792232569078308, "mask_rcnn/false_positive": 0.10289610286384314, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.0, "time": 0.7201590202748775, "total_loss": 1.5793947941856459} {"data_time": 0.011397029273211956, "eta_seconds": 52792.2537804991, "iteration": 197059, "loss_fcos_cls": 0.23953721299767494, "loss_fcos_ctr": 0.616734336130321, "loss_fcos_loc": 0.1839986324775964, "loss_mask": 0.2571385628543794, "loss_maskiou": 0.005069063867267687, "loss_sem_seg": 0.258695253636688, "lr": 0.01, "mask_rcnn/accuracy": 0.8831319521051664, "mask_rcnn/false_negative": 0.09161301468928607, "mask_rcnn/false_positive": 0.1254502380928049, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7315266206860542, "total_loss": 1.5705820701405173} {"data_time": 0.01039857231080532, "eta_seconds": 52748.48839958757, "iteration": 197079, "loss_fcos_cls": 0.23869450599886477, "loss_fcos_ctr": 0.6200110856443644, "loss_fcos_loc": 0.18601889617275447, "loss_mask": 0.2731542680412531, "loss_maskiou": 0.005586010622209869, "loss_sem_seg": 0.2610615424346179, "lr": 0.01, "mask_rcnn/accuracy": 0.8687038645245332, "mask_rcnn/false_negative": 0.08116891395098791, "mask_rcnn/false_positive": 0.1564872325741891, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 40.75, "time": 0.7235046224668622, "total_loss": 1.5960556561039994} {"data_time": 0.009237386286258698, "eta_seconds": 52734.021102540195, "iteration": 197099, "loss_fcos_cls": 0.2268996280618012, "loss_fcos_ctr": 0.6199164688587189, "loss_fcos_loc": 0.18896984751336277, "loss_mask": 0.2536508021876216, "loss_maskiou": 0.004909884719381807, "loss_sem_seg": 0.24888250976800919, "lr": 0.01, "mask_rcnn/accuracy": 0.912797246091419, "mask_rcnn/false_negative": 0.09051955621993815, "mask_rcnn/false_positive": 0.0896816792367039, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 26.25, "time": 0.7109042266383767, "total_loss": 1.5491407018780592} {"data_time": 0.010026817210018635, "eta_seconds": 52728.097458191216, "iteration": 197119, "loss_fcos_cls": 0.228142695967108, "loss_fcos_ctr": 0.6186734577640891, "loss_fcos_loc": 0.18124479346442968, "loss_mask": 0.2457588268443942, "loss_maskiou": 0.0045730279525741935, "loss_sem_seg": 0.2875092467293143, "lr": 0.01, "mask_rcnn/accuracy": 0.8826237922705314, "mask_rcnn/false_negative": 0.08295443964397145, "mask_rcnn/false_positive": 0.12244688952651647, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7242079917341471, "total_loss": 1.5650020586290339} {"data_time": 0.010164141654968262, "eta_seconds": 52733.11379545368, "iteration": 197139, "loss_fcos_cls": 0.2325804578140378, "loss_fcos_ctr": 0.6145089231431484, "loss_fcos_loc": 0.17989465448772535, "loss_mask": 0.25071808556094766, "loss_maskiou": 0.004893183344393037, "loss_sem_seg": 0.22124903905205429, "lr": 0.01, "mask_rcnn/accuracy": 0.892242967483738, "mask_rcnn/false_negative": 0.08380460212536248, "mask_rcnn/false_positive": 0.10735014498483643, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.5, "time": 0.7331131473183632, "total_loss": 1.518344012205489} {"data_time": 0.010307284072041512, "eta_seconds": 52719.87712843716, "iteration": 197159, "loss_fcos_cls": 0.23626305419020355, "loss_fcos_ctr": 0.6153426663950086, "loss_fcos_loc": 0.1777046547504142, "loss_mask": 0.263197829015553, "loss_maskiou": 0.005353669599571731, "loss_sem_seg": 0.24898211006075144, "lr": 0.01, "mask_rcnn/accuracy": 0.9017164916102117, "mask_rcnn/false_negative": 0.07467667467914157, "mask_rcnn/false_positive": 0.1297417958108064, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7195076728239655, "total_loss": 1.5587348995395587} {"data_time": 0.01018023956567049, "eta_seconds": 52723.83997825347, "iteration": 197179, "loss_fcos_cls": 0.23352650529704988, "loss_fcos_ctr": 0.6184496134519577, "loss_fcos_loc": 0.18698307580780238, "loss_mask": 0.2592074926942587, "loss_maskiou": 0.005699956156604458, "loss_sem_seg": 0.24868018156848848, "lr": 0.01, "mask_rcnn/accuracy": 0.8972586131226684, "mask_rcnn/false_negative": 0.08870246784523066, "mask_rcnn/false_positive": 0.10746507451743206, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 32.75, "time": 0.729075713083148, "total_loss": 1.5674826501417556} {"data_time": 0.010220222175121307, "eta_seconds": 52761.56665483117, "iteration": 197199, "loss_fcos_cls": 0.23468602797947824, "loss_fcos_ctr": 0.6140187913551927, "loss_fcos_loc": 0.17863444285467267, "loss_mask": 0.2657900834456086, "loss_maskiou": 0.005837126802362036, "loss_sem_seg": 0.24835623893886805, "lr": 0.01, "mask_rcnn/accuracy": 0.8811662466191296, "mask_rcnn/false_negative": 0.0871095581601748, "mask_rcnn/false_positive": 0.11729618516790394, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 29.25, "time": 0.724242857657373, "total_loss": 1.5565152449999005} {"data_time": 0.010458603501319885, "eta_seconds": 52794.831733106636, "iteration": 197219, "loss_fcos_cls": 0.23916951403953135, "loss_fcos_ctr": 0.6202866234816611, "loss_fcos_loc": 0.18896459811367095, "loss_mask": 0.265513907186687, "loss_maskiou": 0.005573965943767689, "loss_sem_seg": 0.2598586443345994, "lr": 0.01, "mask_rcnn/accuracy": 0.8728005625327053, "mask_rcnn/false_negative": 0.10690013583322286, "mask_rcnn/false_positive": 0.13994685107727672, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.25, "time": 0.7320184139534831, "total_loss": 1.5962178655536263} {"data_time": 0.009935197420418262, "eta_seconds": 52732.57718124986, "iteration": 197239, "loss_fcos_cls": 0.24894879665225744, "loss_fcos_ctr": 0.6194736361503601, "loss_fcos_loc": 0.18493512307759374, "loss_mask": 0.26191648561507463, "loss_maskiou": 0.005650655381032266, "loss_sem_seg": 0.25222596572712064, "lr": 0.01, "mask_rcnn/accuracy": 0.9066759487677856, "mask_rcnn/false_negative": 0.07521091863403843, "mask_rcnn/false_positive": 0.1181097895168439, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7056397339329123, "total_loss": 1.584497573407134} {"data_time": 0.010013791732490063, "eta_seconds": 52666.480619248934, "iteration": 197259, "loss_fcos_cls": 0.2327198969433084, "loss_fcos_ctr": 0.6175989098846912, "loss_fcos_loc": 0.17918236646801233, "loss_mask": 0.2625567978248, "loss_maskiou": 0.004778308659297181, "loss_sem_seg": 0.25410831021144986, "lr": 0.01, "mask_rcnn/accuracy": 0.887973403189701, "mask_rcnn/false_negative": 0.08104197042925218, "mask_rcnn/false_positive": 0.153447215431634, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7208432191982865, "total_loss": 1.5666553539449524} {"data_time": 0.010706697590649128, "eta_seconds": 52701.90212533623, "iteration": 197279, "loss_fcos_cls": 0.24464362068101764, "loss_fcos_ctr": 0.618233478628099, "loss_fcos_loc": 0.19060781312873587, "loss_mask": 0.25790325459092855, "loss_maskiou": 0.005112424631079193, "loss_sem_seg": 0.2731738300062716, "lr": 0.01, "mask_rcnn/accuracy": 0.8947119529874248, "mask_rcnn/false_negative": 0.07219818228776173, "mask_rcnn/false_positive": 0.14958231630029917, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.75, "time": 0.7287374641746283, "total_loss": 1.6129020098160254} {"data_time": 0.009845716878771782, "eta_seconds": 52617.50981940329, "iteration": 197299, "loss_fcos_cls": 0.23462547920644283, "loss_fcos_ctr": 0.6197669040411711, "loss_fcos_loc": 0.1877877205843106, "loss_mask": 0.26352328434586525, "loss_maskiou": 0.005227202229434624, "loss_sem_seg": 0.22622820711694658, "lr": 0.01, "mask_rcnn/accuracy": 0.875953177323561, "mask_rcnn/false_negative": 0.10055594466699996, "mask_rcnn/false_positive": 0.15492789470778176, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.0, "time": 0.692106151022017, "total_loss": 1.5594497693964513} {"data_time": 0.011265279725193977, "eta_seconds": 52608.08305472508, "iteration": 197319, "loss_fcos_cls": 0.2380183490458876, "loss_fcos_ctr": 0.6189629007130861, "loss_fcos_loc": 0.18518903676886111, "loss_mask": 0.2513206508010626, "loss_maskiou": 0.005337420763680711, "loss_sem_seg": 0.2651504878886044, "lr": 0.01, "mask_rcnn/accuracy": 0.88509667590402, "mask_rcnn/false_negative": 0.09142927909997373, "mask_rcnn/false_positive": 0.11478770952114638, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.25, "time": 0.725967270322144, "total_loss": 1.5649215581506724} {"data_time": 0.009382879361510277, "eta_seconds": 52520.674655342475, "iteration": 197339, "loss_fcos_cls": 0.22984661255031824, "loss_fcos_ctr": 0.6186682591214776, "loss_fcos_loc": 0.19087382045108825, "loss_mask": 0.25277369236573577, "loss_maskiou": 0.00562188482581405, "loss_sem_seg": 0.22181066847406328, "lr": 0.01, "mask_rcnn/accuracy": 0.8788288822166035, "mask_rcnn/false_negative": 0.09579383004332562, "mask_rcnn/false_positive": 0.14344509559316743, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.25, "time": 0.7198881534859538, "total_loss": 1.5332230522399186} {"data_time": 0.01115687470883131, "eta_seconds": 52532.99700037297, "iteration": 197359, "loss_fcos_cls": 0.24163816368672997, "loss_fcos_ctr": 0.621480418369174, "loss_fcos_loc": 0.18811270990408957, "loss_mask": 0.25395826157182455, "loss_maskiou": 0.004889533491223119, "loss_sem_seg": 0.2654150780290365, "lr": 0.01, "mask_rcnn/accuracy": 0.8926847290640394, "mask_rcnn/false_negative": 0.07723579488825036, "mask_rcnn/false_positive": 0.10677998863847252, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.25, "time": 0.7306372635066509, "total_loss": 1.579021068446309} {"data_time": 0.010078596882522106, "eta_seconds": 52470.851394128054, "iteration": 197379, "loss_fcos_cls": 0.2344953955616802, "loss_fcos_ctr": 0.614398205652833, "loss_fcos_loc": 0.18169476767070591, "loss_mask": 0.25501174526289105, "loss_maskiou": 0.004898498169495724, "loss_sem_seg": 0.27358892373740673, "lr": 0.01, "mask_rcnn/accuracy": 0.8921767096990312, "mask_rcnn/false_negative": 0.10117089073535504, "mask_rcnn/false_positive": 0.12137838739911563, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.0, "time": 0.7230752110481262, "total_loss": 1.5784211661157315} {"data_time": 0.01040700264275074, "eta_seconds": 52456.40079405531, "iteration": 197399, "loss_fcos_cls": 0.23826515371911228, "loss_fcos_ctr": 0.6174988504499197, "loss_fcos_loc": 0.18739729560911655, "loss_mask": 0.2583862114697695, "loss_maskiou": 0.005841000245709438, "loss_sem_seg": 0.2674502250738442, "lr": 0.01, "mask_rcnn/accuracy": 0.8956265289134522, "mask_rcnn/false_negative": 0.08018870890298771, "mask_rcnn/false_positive": 0.12905281623629644, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.732261260971427, "total_loss": 1.5843591053198907} {"data_time": 0.00975021068006754, "eta_seconds": 52428.76147524826, "iteration": 197419, "loss_fcos_cls": 0.23008970398223028, "loss_fcos_ctr": 0.6193521837703884, "loss_fcos_loc": 0.18623167765326798, "loss_mask": 0.2665106002241373, "loss_maskiou": 0.005433685531897936, "loss_sem_seg": 0.2798161064274609, "lr": 0.01, "mask_rcnn/accuracy": 0.8808977162293489, "mask_rcnn/false_negative": 0.08384511652154902, "mask_rcnn/false_positive": 0.1545091690884557, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.75, "time": 0.6994072468951344, "total_loss": 1.6075453947414644} {"data_time": 0.009716002270579338, "eta_seconds": 52406.60815151129, "iteration": 197439, "loss_fcos_cls": 0.2475312475580722, "loss_fcos_ctr": 0.6158328112214804, "loss_fcos_loc": 0.1822044337168336, "loss_mask": 0.27702216897159815, "loss_maskiou": 0.006027683455613442, "loss_sem_seg": 0.27185614174231887, "lr": 0.01, "mask_rcnn/accuracy": 0.8849508686615242, "mask_rcnn/false_negative": 0.0786881456299941, "mask_rcnn/false_positive": 0.12412722283302807, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.25, "time": 0.7189311543479562, "total_loss": 1.572932940107421} {"data_time": 0.009567128494381905, "eta_seconds": 52388.75650848262, "iteration": 197459, "loss_fcos_cls": 0.2436766589526087, "loss_fcos_ctr": 0.6204877169802785, "loss_fcos_loc": 0.1866215142654255, "loss_mask": 0.26150475814938545, "loss_maskiou": 0.005499837046954781, "loss_sem_seg": 0.25820847298018634, "lr": 0.01, "mask_rcnn/accuracy": 0.8730603727977677, "mask_rcnn/false_negative": 0.10252365870379117, "mask_rcnn/false_positive": 0.18885112531939227, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.5, "time": 0.7418927336111665, "total_loss": 1.548105906098499} {"data_time": 0.010304422117769718, "eta_seconds": 52398.59839376435, "iteration": 197479, "loss_fcos_cls": 0.24789003108162433, "loss_fcos_ctr": 0.6176795260980725, "loss_fcos_loc": 0.1859759377548471, "loss_mask": 0.25533260218799114, "loss_maskiou": 0.005265446230623638, "loss_sem_seg": 0.2802532548084855, "lr": 0.01, "mask_rcnn/accuracy": 0.8930234676927249, "mask_rcnn/false_negative": 0.08882670957423762, "mask_rcnn/false_positive": 0.11402404208878948, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7281332425773144, "total_loss": 1.5991312070545973} {"data_time": 0.012363133020699024, "eta_seconds": 52431.75087793451, "iteration": 197499, "loss_fcos_cls": 0.241090091294609, "loss_fcos_ctr": 0.6184061672538519, "loss_fcos_loc": 0.18322020815685391, "loss_mask": 0.26654632948338985, "loss_maskiou": 0.004969470879586879, "loss_sem_seg": 0.25791517924517393, "lr": 0.01, "mask_rcnn/accuracy": 0.8859204396044131, "mask_rcnn/false_negative": 0.10309489864498474, "mask_rcnn/false_positive": 0.1360030787275755, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.25, "time": 0.7421207968145609, "total_loss": 1.5770855206610577} {"data_time": 0.00903642550110817, "eta_seconds": 52384.78577700257, "iteration": 197519, "loss_fcos_cls": 0.2532575863879174, "loss_fcos_ctr": 0.6161101753823459, "loss_fcos_loc": 0.1883460310054943, "loss_mask": 0.25741047551855445, "loss_maskiou": 0.00540486368117854, "loss_sem_seg": 0.27701030019670725, "lr": 0.01, "mask_rcnn/accuracy": 0.8935293436130771, "mask_rcnn/false_negative": 0.07569362017752487, "mask_rcnn/false_positive": 0.13545179555661124, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7214595749974251, "total_loss": 1.5810571537003852} {"data_time": 0.00925459060817957, "eta_seconds": 52392.40244784113, "iteration": 197539, "loss_fcos_cls": 0.22755703842267394, "loss_fcos_ctr": 0.6200220920145512, "loss_fcos_loc": 0.18841890525072813, "loss_mask": 0.26969204656779766, "loss_maskiou": 0.005367505880712997, "loss_sem_seg": 0.2450648716185242, "lr": 0.01, "mask_rcnn/accuracy": 0.8677595926863162, "mask_rcnn/false_negative": 0.1119255938410057, "mask_rcnn/false_positive": 0.15609522145617385, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.0, "time": 0.7194218896329403, "total_loss": 1.5743752919406688} {"data_time": 0.009843636304140091, "eta_seconds": 52377.94159236085, "iteration": 197559, "loss_fcos_cls": 0.24375375104136765, "loss_fcos_ctr": 0.6201543929055333, "loss_fcos_loc": 0.19135977025143802, "loss_mask": 0.26067896466702223, "loss_maskiou": 0.005059091839939356, "loss_sem_seg": 0.2512361383996904, "lr": 0.01, "mask_rcnn/accuracy": 0.8921102096824489, "mask_rcnn/false_negative": 0.0911493916363422, "mask_rcnn/false_positive": 0.14137965875427566, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.75, "time": 0.7238369984552264, "total_loss": 1.5790189479957917} {"data_time": 0.009501367807388306, "eta_seconds": 52373.895950826816, "iteration": 197579, "loss_fcos_cls": 0.24661289702635258, "loss_fcos_ctr": 0.619015037547797, "loss_fcos_loc": 0.1836606931174174, "loss_mask": 0.24788887053728104, "loss_maskiou": 0.005277341482724296, "loss_sem_seg": 0.28334813797846437, "lr": 0.01, "mask_rcnn/accuracy": 0.8772014815541602, "mask_rcnn/false_negative": 0.08603713009347531, "mask_rcnn/false_positive": 0.1651441562759041, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.25, "time": 0.7167406594380736, "total_loss": 1.6144387019376154} {"data_time": 0.010560881346464157, "eta_seconds": 52339.68282900192, "iteration": 197599, "loss_fcos_cls": 0.2518440771382302, "loss_fcos_ctr": 0.6188002177514136, "loss_fcos_loc": 0.18765193969011307, "loss_mask": 0.25595435593277216, "loss_maskiou": 0.0059862491907551885, "loss_sem_seg": 0.27859935839660466, "lr": 0.01, "mask_rcnn/accuracy": 0.8701557750759878, "mask_rcnn/false_negative": 0.09635621295069227, "mask_rcnn/false_positive": 0.1561279111284267, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7147483006119728, "total_loss": 1.6080063166591572} {"data_time": 0.010415596887469292, "eta_seconds": 52318.571854032576, "iteration": 197619, "loss_fcos_cls": 0.2540885249618441, "loss_fcos_ctr": 0.6215395396575332, "loss_fcos_loc": 0.19300604588352144, "loss_mask": 0.2591465753503144, "loss_maskiou": 0.005201227279030718, "loss_sem_seg": 0.27101051388308406, "lr": 0.01, "mask_rcnn/accuracy": 0.8735985972403145, "mask_rcnn/false_negative": 0.10203885199640303, "mask_rcnn/false_positive": 0.13511983840694125, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7239750595763326, "total_loss": 1.5978805385966552} {"data_time": 0.009357362985610962, "eta_seconds": 52330.50475549605, "iteration": 197639, "loss_fcos_cls": 0.24236202309839427, "loss_fcos_ctr": 0.6223023217171431, "loss_fcos_loc": 0.1919084598775953, "loss_mask": 0.26275938749313354, "loss_maskiou": 0.005285901774186641, "loss_sem_seg": 0.2680568043142557, "lr": 0.01, "mask_rcnn/accuracy": 0.8872310879844363, "mask_rcnn/false_negative": 0.08581846023422997, "mask_rcnn/false_positive": 0.14358536559188972, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.75, "time": 0.7355807395651937, "total_loss": 1.592931245926593} {"data_time": 0.009912936016917229, "eta_seconds": 52360.75386251323, "iteration": 197659, "loss_fcos_cls": 0.25655562593601644, "loss_fcos_ctr": 0.6190745001658797, "loss_fcos_loc": 0.18959221011027694, "loss_mask": 0.26608950924128294, "loss_maskiou": 0.005788552902231459, "loss_sem_seg": 0.24820117373019457, "lr": 0.01, "mask_rcnn/accuracy": 0.8855317493566341, "mask_rcnn/false_negative": 0.09387128321093205, "mask_rcnn/false_positive": 0.11236668675715517, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.25, "time": 0.7285588001832366, "total_loss": 1.590573201821826} {"data_time": 0.00976732186973095, "eta_seconds": 52329.650110007264, "iteration": 197679, "loss_fcos_cls": 0.24007886205799878, "loss_fcos_ctr": 0.6195925772190094, "loss_fcos_loc": 0.18486030312487856, "loss_mask": 0.2670820700004697, "loss_maskiou": 0.005417699183453806, "loss_sem_seg": 0.2687198771163821, "lr": 0.01, "mask_rcnn/accuracy": 0.8875832324455206, "mask_rcnn/false_negative": 0.10597240250401645, "mask_rcnn/false_positive": 0.13387117115564193, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7195854913443327, "total_loss": 1.6179257732146652} {"data_time": 0.009150803089141846, "eta_seconds": 52345.091491767205, "iteration": 197699, "loss_fcos_cls": 0.2506964940112084, "loss_fcos_ctr": 0.620112276636064, "loss_fcos_loc": 0.18705240625422448, "loss_mask": 0.24736832408234477, "loss_maskiou": 0.00553955695067998, "loss_sem_seg": 0.2304211314767599, "lr": 0.01, "mask_rcnn/accuracy": 0.8982969836286163, "mask_rcnn/false_negative": 0.0938484466590179, "mask_rcnn/false_positive": 0.1196326259854553, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.0, "time": 0.730595295317471, "total_loss": 1.5434989675122779} {"data_time": 0.010881870053708553, "eta_seconds": 52317.32558212243, "iteration": 197719, "loss_fcos_cls": 0.22669323498848826, "loss_fcos_ctr": 0.6158161074854434, "loss_fcos_loc": 0.17337480239802971, "loss_mask": 0.2555379569530487, "loss_maskiou": 0.004809514633961953, "loss_sem_seg": 0.27113776467740536, "lr": 0.01, "mask_rcnn/accuracy": 0.8915430938457254, "mask_rcnn/false_negative": 0.09430866980054745, "mask_rcnn/false_positive": 0.12771697921444228, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.75, "time": 0.7161332331597805, "total_loss": 1.538382354818168} {"data_time": 0.011582483537495136, "eta_seconds": 52316.1319523463, "iteration": 197739, "loss_fcos_cls": 0.23261435399763286, "loss_fcos_ctr": 0.619449099060148, "loss_fcos_loc": 0.18503023369703442, "loss_mask": 0.24956505233421922, "loss_maskiou": 0.005104472656967118, "loss_sem_seg": 0.23708212794736028, "lr": 0.01, "mask_rcnn/accuracy": 0.8848626138101611, "mask_rcnn/false_negative": 0.10018873139056841, "mask_rcnn/false_positive": 0.1106836256388198, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.5, "time": 0.7244766177609563, "total_loss": 1.5179284623882268} {"data_time": 0.0106243547052145, "eta_seconds": 52301.65218263585, "iteration": 197759, "loss_fcos_cls": 0.2473299028351903, "loss_fcos_ctr": 0.6174848657101393, "loss_fcos_loc": 0.1906549483537674, "loss_mask": 0.2730325683951378, "loss_maskiou": 0.005757310849730857, "loss_sem_seg": 0.2725106349680573, "lr": 0.01, "mask_rcnn/accuracy": 0.8901310033680045, "mask_rcnn/false_negative": 0.09531242563902081, "mask_rcnn/false_positive": 0.11292155179769439, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 24.0, "time": 0.7165646301582456, "total_loss": 1.631883768393891} {"data_time": 0.009899236261844635, "eta_seconds": 52304.63983795885, "iteration": 197779, "loss_fcos_cls": 0.23187147686257958, "loss_fcos_ctr": 0.6191432327032089, "loss_fcos_loc": 0.1917258515022695, "loss_mask": 0.26624152064323425, "loss_maskiou": 0.005025536316679791, "loss_sem_seg": 0.24792114133015275, "lr": 0.01, "mask_rcnn/accuracy": 0.8804105878299797, "mask_rcnn/false_negative": 0.07545417136022713, "mask_rcnn/false_positive": 0.11708734980097227, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7159188641235232, "total_loss": 1.587426886195317} {"data_time": 0.010248832404613495, "eta_seconds": 52358.11210296862, "iteration": 197799, "loss_fcos_cls": 0.24681800114922225, "loss_fcos_ctr": 0.6178832245059311, "loss_fcos_loc": 0.1931468221009709, "loss_mask": 0.27173725981265306, "loss_maskiou": 0.006087547255447134, "loss_sem_seg": 0.2444843021221459, "lr": 0.01, "mask_rcnn/accuracy": 0.871982057388065, "mask_rcnn/false_negative": 0.09139201813036076, "mask_rcnn/false_positive": 0.17032411789844099, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 36.5, "time": 0.74218057282269, "total_loss": 1.5688143727747956} {"data_time": 0.00936865247786045, "eta_seconds": 52343.60867168568, "iteration": 197819, "loss_fcos_cls": 0.23386694700457156, "loss_fcos_ctr": 0.6174301151186228, "loss_fcos_loc": 0.18931238586083055, "loss_mask": 0.26141273882240057, "loss_maskiou": 0.005874480921193026, "loss_sem_seg": 0.26485952371149324, "lr": 0.01, "mask_rcnn/accuracy": 0.8921223324090959, "mask_rcnn/false_negative": 0.08499878394196693, "mask_rcnn/false_positive": 0.12507565104606475, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.75, "time": 0.7305193822830915, "total_loss": 1.567898116845754} {"data_time": 0.009437051601707935, "eta_seconds": 52285.64648067579, "iteration": 197839, "loss_fcos_cls": 0.23289320815820247, "loss_fcos_ctr": 0.6176998671144247, "loss_fcos_loc": 0.18764728144742548, "loss_mask": 0.24375631380826235, "loss_maskiou": 0.005427652969956398, "loss_sem_seg": 0.2774675074033439, "lr": 0.01, "mask_rcnn/accuracy": 0.8907352741066459, "mask_rcnn/false_negative": 0.0962423182253068, "mask_rcnn/false_positive": 0.12470928628636867, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.25, "time": 0.7339939344674349, "total_loss": 1.5807064175751293} {"data_time": 0.010509930551052094, "eta_seconds": 52321.28814657871, "iteration": 197859, "loss_fcos_cls": 0.23581686953548342, "loss_fcos_ctr": 0.6199095575138927, "loss_fcos_loc": 0.18892618792597204, "loss_mask": 0.2592318719252944, "loss_maskiou": 0.006141739009763114, "loss_sem_seg": 0.27497678622603416, "lr": 0.01, "mask_rcnn/accuracy": 0.8924005954783043, "mask_rcnn/false_negative": 0.11317004761386171, "mask_rcnn/false_positive": 0.13741909962966586, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.5, "time": 0.7382446564733982, "total_loss": 1.5632978551584529} {"data_time": 0.008723467588424683, "eta_seconds": 52386.28515715897, "iteration": 197879, "loss_fcos_cls": 0.24256221763789654, "loss_fcos_ctr": 0.6181150330230594, "loss_fcos_loc": 0.1867744475021027, "loss_mask": 0.2670516800135374, "loss_maskiou": 0.005557312746532261, "loss_sem_seg": 0.25556477601639926, "lr": 0.01, "mask_rcnn/accuracy": 0.889312411010916, "mask_rcnn/false_negative": 0.09450915300022975, "mask_rcnn/false_positive": 0.09753573865168236, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.25, "time": 0.7575129438191652, "total_loss": 1.5703852112783352} {"data_time": 0.00954566802829504, "eta_seconds": 52378.42648830544, "iteration": 197899, "loss_fcos_cls": 0.2607328734884504, "loss_fcos_ctr": 0.6165109565481544, "loss_fcos_loc": 0.19029248470906168, "loss_mask": 0.2486038370989263, "loss_maskiou": 0.00547602880942577, "loss_sem_seg": 0.2530049236956984, "lr": 0.01, "mask_rcnn/accuracy": 0.9018464109781843, "mask_rcnn/false_negative": 0.08305825719030205, "mask_rcnn/false_positive": 0.11226229296693341, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.0, "time": 0.7363895745947957, "total_loss": 1.6197428016166668} {"data_time": 0.010147156193852425, "eta_seconds": 52353.74553929921, "iteration": 197919, "loss_fcos_cls": 0.2437370305415243, "loss_fcos_ctr": 0.6196848470717669, "loss_fcos_loc": 0.19256675406359136, "loss_mask": 0.25105798430740833, "loss_maskiou": 0.004211042098177131, "loss_sem_seg": 0.26096851378679276, "lr": 0.01, "mask_rcnn/accuracy": 0.890104418390733, "mask_rcnn/false_negative": 0.07771273700705272, "mask_rcnn/false_positive": 0.14380511933475604, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.5, "time": 0.7229409329593182, "total_loss": 1.5649088110440061} {"data_time": 0.010071435943245888, "eta_seconds": 52334.249058311805, "iteration": 197939, "loss_fcos_cls": 0.2439156793989241, "loss_fcos_ctr": 0.619602027349174, "loss_fcos_loc": 0.18736141500994563, "loss_mask": 0.2601602263748646, "loss_maskiou": 0.005572531939833425, "loss_sem_seg": 0.2799528264440596, "lr": 0.01, "mask_rcnn/accuracy": 0.8944368131868132, "mask_rcnn/false_negative": 0.07310752112990304, "mask_rcnn/false_positive": 0.14353698262396156, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7291741315275431, "total_loss": 1.6202641007039347} {"data_time": 0.010393713600933552, "eta_seconds": 52317.00564912055, "iteration": 197959, "loss_fcos_cls": 0.23269653390161693, "loss_fcos_ctr": 0.6159164230339229, "loss_fcos_loc": 0.1854417233262211, "loss_mask": 0.2675987761467695, "loss_maskiou": 0.0056068544363370165, "loss_sem_seg": 0.2842367338016629, "lr": 0.01, "mask_rcnn/accuracy": 0.8685108418367347, "mask_rcnn/false_negative": 0.09406137163569106, "mask_rcnn/false_positive": 0.16485309273792395, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 39.0, "time": 0.711071097292006, "total_loss": 1.6071564485346244} {"data_time": 0.010486599989235401, "eta_seconds": 52315.428796609864, "iteration": 197979, "loss_fcos_cls": 0.22437545703724027, "loss_fcos_ctr": 0.6177584421820939, "loss_fcos_loc": 0.18591651460155845, "loss_mask": 0.2633309466764331, "loss_maskiou": 0.005723574620787986, "loss_sem_seg": 0.2910894067026675, "lr": 0.01, "mask_rcnn/accuracy": 0.9048159834109082, "mask_rcnn/false_negative": 0.08122514887495022, "mask_rcnn/false_positive": 0.1208012933783416, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.25, "time": 0.7458038842305541, "total_loss": 1.5790759249284747} {"data_time": 0.011104932054877281, "eta_seconds": 52325.99760871101, "iteration": 197999, "loss_fcos_cls": 0.2370950118638575, "loss_fcos_ctr": 0.6187297329306602, "loss_fcos_loc": 0.18986126070376486, "loss_mask": 0.24592878995463252, "loss_maskiou": 0.005007202009437606, "loss_sem_seg": 0.26517980732023716, "lr": 0.01, "mask_rcnn/accuracy": 0.896836677799837, "mask_rcnn/false_negative": 0.07665878090009683, "mask_rcnn/false_positive": 0.1235584017985541, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 22.25, "time": 0.725953889079392, "total_loss": 1.5859598940296564} {"data_time": 0.010317915119230747, "eta_seconds": 52298.17831906676, "iteration": 198019, "loss_fcos_cls": 0.2398733040317893, "loss_fcos_ctr": 0.6213389299809933, "loss_fcos_loc": 0.19805286754854023, "loss_mask": 0.2749670520424843, "loss_maskiou": 0.00573566670936998, "loss_sem_seg": 0.24259910662658513, "lr": 0.01, "mask_rcnn/accuracy": 0.8749879284495059, "mask_rcnn/false_negative": 0.11601625515158454, "mask_rcnn/false_positive": 0.1353729434722608, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 39.75, "time": 0.7264469964429736, "total_loss": 1.5781883854797343} {"data_time": 0.009591721929609776, "eta_seconds": 52296.92801378388, "iteration": 198039, "loss_fcos_cls": 0.2238878071657382, "loss_fcos_ctr": 0.6168464347720146, "loss_fcos_loc": 0.1800362856592983, "loss_mask": 0.2618436682969332, "loss_maskiou": 0.005827360408147797, "loss_sem_seg": 0.2686100257560611, "lr": 0.01, "mask_rcnn/accuracy": 0.8815087442319585, "mask_rcnn/false_negative": 0.09149164721385605, "mask_rcnn/false_positive": 0.13418266741681453, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.25, "time": 0.7295322185382247, "total_loss": 1.563515112065943} {"data_time": 0.010593214072287083, "eta_seconds": 52252.479736496694, "iteration": 198059, "loss_fcos_cls": 0.24987562256865203, "loss_fcos_ctr": 0.6187233431264758, "loss_fcos_loc": 0.17778190015815198, "loss_mask": 0.2552605294622481, "loss_maskiou": 0.005541609723877627, "loss_sem_seg": 0.26720110489986837, "lr": 0.01, "mask_rcnn/accuracy": 0.8991723220642077, "mask_rcnn/false_negative": 0.09326452527399856, "mask_rcnn/false_positive": 0.12004321013983438, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7123795319348574, "total_loss": 1.5821116557344794} {"data_time": 0.010492480359971523, "eta_seconds": 52232.57415970974, "iteration": 198079, "loss_fcos_cls": 0.24181992490775883, "loss_fcos_ctr": 0.6209650319069624, "loss_fcos_loc": 0.18969596148235723, "loss_mask": 0.2596003715880215, "loss_maskiou": 0.005783808883279562, "loss_sem_seg": 0.27031528018414974, "lr": 0.01, "mask_rcnn/accuracy": 0.8777389903329753, "mask_rcnn/false_negative": 0.09878665376380048, "mask_rcnn/false_positive": 0.15096302653964172, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.5, "time": 0.7168627819046378, "total_loss": 1.5941564483873663} {"data_time": 0.010108688846230507, "eta_seconds": 52223.42677379865, "iteration": 198099, "loss_fcos_cls": 0.23786557459970936, "loss_fcos_ctr": 0.6206625523045659, "loss_fcos_loc": 0.19761821400607005, "loss_mask": 0.2697195988148451, "loss_maskiou": 0.0056782290994306095, "loss_sem_seg": 0.2733672861941159, "lr": 0.01, "mask_rcnn/accuracy": 0.8753560283336637, "mask_rcnn/false_negative": 0.12106324368876181, "mask_rcnn/false_positive": 0.11839087481545424, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 39.0, "time": 0.7269926397129893, "total_loss": 1.6108644431951689} {"data_time": 0.010252024047076702, "eta_seconds": 52228.761825054884, "iteration": 198119, "loss_fcos_cls": 0.24883457960095257, "loss_fcos_ctr": 0.6187404524534941, "loss_fcos_loc": 0.18302063830196857, "loss_mask": 0.24756473395973444, "loss_maskiou": 0.004769605220644735, "loss_sem_seg": 0.2823762376792729, "lr": 0.01, "mask_rcnn/accuracy": 0.8904204686375676, "mask_rcnn/false_negative": 0.08356656697970291, "mask_rcnn/false_positive": 0.1491174548398041, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7279401132836938, "total_loss": 1.5860172759566922} {"data_time": 0.010184034705162048, "eta_seconds": 52247.55952096172, "iteration": 198139, "loss_fcos_cls": 0.2441987069323659, "loss_fcos_ctr": 0.618577990680933, "loss_fcos_loc": 0.1891557709313929, "loss_mask": 0.25015593972057104, "loss_maskiou": 0.005011447032302385, "loss_sem_seg": 0.26872506039217114, "lr": 0.01, "mask_rcnn/accuracy": 0.8850574320637346, "mask_rcnn/false_negative": 0.09498262465485671, "mask_rcnn/false_positive": 0.1479344012297291, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.743877531029284, "total_loss": 1.5380463931505801} {"data_time": 0.009346641600131989, "eta_seconds": 52233.018237227574, "iteration": 198159, "loss_fcos_cls": 0.24161488912068307, "loss_fcos_ctr": 0.6190557973459363, "loss_fcos_loc": 0.19055301952175796, "loss_mask": 0.2625767276622355, "loss_maskiou": 0.005691551989002619, "loss_sem_seg": 0.293588439701125, "lr": 0.01, "mask_rcnn/accuracy": 0.8832435979199371, "mask_rcnn/false_negative": 0.10220421184309919, "mask_rcnn/false_positive": 0.1408918325392161, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.7286004899069667, "total_loss": 1.6326574066770263} {"data_time": 0.009830914437770844, "eta_seconds": 52185.16580232978, "iteration": 198179, "loss_fcos_cls": 0.2499074162915349, "loss_fcos_ctr": 0.6195969013497233, "loss_fcos_loc": 0.18531591806095093, "loss_mask": 0.2694864454679191, "loss_maskiou": 0.004964074534655083, "loss_sem_seg": 0.27750642504543066, "lr": 0.01, "mask_rcnn/accuracy": 0.8467875772405635, "mask_rcnn/false_negative": 0.130000113371056, "mask_rcnn/false_positive": 0.15680331198359687, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.75, "time": 0.7162484861910343, "total_loss": 1.6140322443534387} {"data_time": 0.009874877519905567, "eta_seconds": 52189.192664020695, "iteration": 198199, "loss_fcos_cls": 0.2466021275613457, "loss_fcos_ctr": 0.6182307908311486, "loss_fcos_loc": 0.18539646756835282, "loss_mask": 0.26535910461097956, "loss_maskiou": 0.005270859524898697, "loss_sem_seg": 0.24912025034427643, "lr": 0.01, "mask_rcnn/accuracy": 0.8948743120843843, "mask_rcnn/false_negative": 0.10394580383016641, "mask_rcnn/false_positive": 0.1398241321987524, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7284852499142289, "total_loss": 1.5727609215973644} {"data_time": 0.010183218866586685, "eta_seconds": 52156.10178717971, "iteration": 198219, "loss_fcos_cls": 0.23497622285503894, "loss_fcos_ctr": 0.6154996491968632, "loss_fcos_loc": 0.17909588816110045, "loss_mask": 0.2601427286863327, "loss_maskiou": 0.005784177810710389, "loss_sem_seg": 0.24456744827330112, "lr": 0.01, "mask_rcnn/accuracy": 0.8774659863945579, "mask_rcnn/false_negative": 0.08363927396952148, "mask_rcnn/false_positive": 0.15918099867599758, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.7304856982082129, "total_loss": 1.5603999879967887} {"data_time": 0.010318325832486153, "eta_seconds": 52174.853102291, "iteration": 198239, "loss_fcos_cls": 0.24248605547472835, "loss_fcos_ctr": 0.6161882909946144, "loss_fcos_loc": 0.18224344321060926, "loss_mask": 0.2562136114574969, "loss_maskiou": 0.0049149648257298395, "loss_sem_seg": 0.2681117766769603, "lr": 0.01, "mask_rcnn/accuracy": 0.8701740523253327, "mask_rcnn/false_negative": 0.08727396256877021, "mask_rcnn/false_positive": 0.1615704122442235, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.75, "time": 0.7322395071387291, "total_loss": 1.560374355292879} {"data_time": 0.009577467106282711, "eta_seconds": 52145.581132707186, "iteration": 198259, "loss_fcos_cls": 0.2393397440901026, "loss_fcos_ctr": 0.6188912158831954, "loss_fcos_loc": 0.17675499385222793, "loss_mask": 0.2654176689684391, "loss_maskiou": 0.005085530770884361, "loss_sem_seg": 0.28666391549631953, "lr": 0.01, "mask_rcnn/accuracy": 0.8860830389848247, "mask_rcnn/false_negative": 0.09972824625158458, "mask_rcnn/false_positive": 0.12158359134818422, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7121190801262856, "total_loss": 1.5895381830705446} {"data_time": 0.010042790323495865, "eta_seconds": 52112.5057644546, "iteration": 198279, "loss_fcos_cls": 0.24482144397916272, "loss_fcos_ctr": 0.6188914095982909, "loss_fcos_loc": 0.18651615758426487, "loss_mask": 0.25073033245280385, "loss_maskiou": 0.005501665094925556, "loss_sem_seg": 0.25867164321243763, "lr": 0.01, "mask_rcnn/accuracy": 0.8991039423725427, "mask_rcnn/false_negative": 0.09206474772867798, "mask_rcnn/false_positive": 0.13412199548546075, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 38.25, "time": 0.7285535437986255, "total_loss": 1.6020649087950005} {"data_time": 0.009284764528274536, "eta_seconds": 52097.97375687957, "iteration": 198299, "loss_fcos_cls": 0.24656335962936282, "loss_fcos_ctr": 0.6179395294748247, "loss_fcos_loc": 0.18573747191112489, "loss_mask": 0.2526372913271189, "loss_maskiou": 0.005365455275750719, "loss_sem_seg": 0.271021886728704, "lr": 0.01, "mask_rcnn/accuracy": 0.8914328231292517, "mask_rcnn/false_negative": 0.0865813873908414, "mask_rcnn/false_positive": 0.1396202855276747, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7135090045630932, "total_loss": 1.584690876523382} {"data_time": 0.00985153391957283, "eta_seconds": 52101.96960139368, "iteration": 198319, "loss_fcos_cls": 0.24345054291188717, "loss_fcos_ctr": 0.6166531750932336, "loss_fcos_loc": 0.18098452920094132, "loss_mask": 0.26205023005604744, "loss_maskiou": 0.005576071263931226, "loss_sem_seg": 0.2519884007051587, "lr": 0.01, "mask_rcnn/accuracy": 0.8811986965382548, "mask_rcnn/false_negative": 0.08492333762078394, "mask_rcnn/false_positive": 0.14118629075730188, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.25, "time": 0.7296044640243053, "total_loss": 1.5587493123457534} {"data_time": 0.00965066347271204, "eta_seconds": 52087.432424289174, "iteration": 198339, "loss_fcos_cls": 0.2476202656980604, "loss_fcos_ctr": 0.6185303777456284, "loss_fcos_loc": 0.19159924751147628, "loss_mask": 0.2598399007692933, "loss_maskiou": 0.005716356725315563, "loss_sem_seg": 0.2606354649178684, "lr": 0.01, "mask_rcnn/accuracy": 0.8821804951488792, "mask_rcnn/false_negative": 0.10101073866437227, "mask_rcnn/false_positive": 0.14475687413126515, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 35.0, "time": 0.718806391581893, "total_loss": 1.5724233213622938} {"data_time": 0.01009377557784319, "eta_seconds": 52072.89524718467, "iteration": 198359, "loss_fcos_cls": 0.24329747934825718, "loss_fcos_ctr": 0.6169158183038235, "loss_fcos_loc": 0.1861729563679546, "loss_mask": 0.26457754895091057, "loss_maskiou": 0.005353798645955976, "loss_sem_seg": 0.24909274512901902, "lr": 0.01, "mask_rcnn/accuracy": 0.8805005338184817, "mask_rcnn/false_negative": 0.11361052966641358, "mask_rcnn/false_positive": 0.11847917288623173, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7442787736654282, "total_loss": 1.5622909198791604} {"data_time": 0.011215364560484886, "eta_seconds": 52084.11341124866, "iteration": 198379, "loss_fcos_cls": 0.24133169744163752, "loss_fcos_ctr": 0.6213575545698404, "loss_fcos_loc": 0.1888765887124464, "loss_mask": 0.2608028231188655, "loss_maskiou": 0.005593886191491038, "loss_sem_seg": 0.2734692841768265, "lr": 0.01, "mask_rcnn/accuracy": 0.8864361364240094, "mask_rcnn/false_negative": 0.11280312487762414, "mask_rcnn/false_positive": 0.10382636400191082, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7319668522104621, "total_loss": 1.6008834669264616} {"data_time": 0.01048230566084385, "eta_seconds": 52025.31371900439, "iteration": 198399, "loss_fcos_cls": 0.24542569066397846, "loss_fcos_ctr": 0.6171739539131522, "loss_fcos_loc": 0.1879439337644726, "loss_mask": 0.26211812254041433, "loss_maskiou": 0.005392711813328788, "loss_sem_seg": 0.24116986780427396, "lr": 0.01, "mask_rcnn/accuracy": 0.9052089984930143, "mask_rcnn/false_negative": 0.09341837539311573, "mask_rcnn/false_positive": 0.0999168555663115, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.7185357892885804, "total_loss": 1.5463317106114118} {"data_time": 0.008978104218840599, "eta_seconds": 52055.024672799744, "iteration": 198419, "loss_fcos_cls": 0.24496299400925636, "loss_fcos_ctr": 0.6178049156442285, "loss_fcos_loc": 0.1831413854379207, "loss_mask": 0.269404333550483, "loss_maskiou": 0.005093912957818247, "loss_sem_seg": 0.2649895192589611, "lr": 0.01, "mask_rcnn/accuracy": 0.8927965891164744, "mask_rcnn/false_negative": 0.10023542773026993, "mask_rcnn/false_positive": 0.14192814824316674, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.25, "time": 0.7160720750689507, "total_loss": 1.6055652327777352} {"data_time": 0.009743058122694492, "eta_seconds": 52040.480303575285, "iteration": 198439, "loss_fcos_cls": 0.23740304121747613, "loss_fcos_ctr": 0.6157427174039185, "loss_fcos_loc": 0.17048426170367748, "loss_mask": 0.2537244390696287, "loss_maskiou": 0.005379202535550576, "loss_sem_seg": 0.2659155922010541, "lr": 0.01, "mask_rcnn/accuracy": 0.9017146960419166, "mask_rcnn/false_negative": 0.08539997114767123, "mask_rcnn/false_positive": 0.11697218666474546, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.0, "time": 0.7237467523664236, "total_loss": 1.5534688327388722} {"data_time": 0.010246356017887592, "eta_seconds": 52036.89393360447, "iteration": 198459, "loss_fcos_cls": 0.2359503514599055, "loss_fcos_ctr": 0.621779442531988, "loss_fcos_loc": 0.1910624853335321, "loss_mask": 0.25646547321230173, "loss_maskiou": 0.00491493743902538, "loss_sem_seg": 0.24179841857403517, "lr": 0.01, "mask_rcnn/accuracy": 0.8823756180713026, "mask_rcnn/false_negative": 0.10477639695365532, "mask_rcnn/false_positive": 0.13500889970473356, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7461262419819832, "total_loss": 1.5669092923635617} {"data_time": 0.010579279623925686, "eta_seconds": 52011.39156512637, "iteration": 198479, "loss_fcos_cls": 0.24482318409718573, "loss_fcos_ctr": 0.6193996649235487, "loss_fcos_loc": 0.18937912734691054, "loss_mask": 0.2641583615913987, "loss_maskiou": 0.005093514198961202, "loss_sem_seg": 0.24370604427531362, "lr": 0.01, "mask_rcnn/accuracy": 0.8817970844991798, "mask_rcnn/false_negative": 0.10224020845809603, "mask_rcnn/false_positive": 0.13776954158947868, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7233628081157804, "total_loss": 1.555361624683428} {"data_time": 0.010121877305209637, "eta_seconds": 51952.65368112922, "iteration": 198499, "loss_fcos_cls": 0.2416097327368334, "loss_fcos_ctr": 0.6221976559609175, "loss_fcos_loc": 0.2033958719111979, "loss_mask": 0.27157970517873764, "loss_maskiou": 0.005784759036032483, "loss_sem_seg": 0.2934368643909693, "lr": 0.01, "mask_rcnn/accuracy": 0.9013863380314748, "mask_rcnn/false_negative": 0.08438645906122913, "mask_rcnn/false_positive": 0.12124435557121212, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7266849651932716, "total_loss": 1.6432524628580722} {"data_time": 0.010568570345640182, "eta_seconds": 51982.30282667745, "iteration": 198519, "loss_fcos_cls": 0.23906367761082947, "loss_fcos_ctr": 0.6176238008774817, "loss_fcos_loc": 0.18538091669324785, "loss_mask": 0.27290805522352457, "loss_maskiou": 0.0054177529527805746, "loss_sem_seg": 0.28446050034835935, "lr": 0.01, "mask_rcnn/accuracy": 0.8860507507555613, "mask_rcnn/false_negative": 0.08659142735978537, "mask_rcnn/false_positive": 0.14089805491396118, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.0, "time": 0.7310419715940952, "total_loss": 1.6086776681331685} {"data_time": 0.011025786399841309, "eta_seconds": 51967.75845745299, "iteration": 198539, "loss_fcos_cls": 0.24532666767481714, "loss_fcos_ctr": 0.6189696937799454, "loss_fcos_loc": 0.19125049782451242, "loss_mask": 0.26247101090848446, "loss_maskiou": 0.005676693166606128, "loss_sem_seg": 0.3024438063148409, "lr": 0.01, "mask_rcnn/accuracy": 0.899632384914193, "mask_rcnn/false_negative": 0.09274655944391949, "mask_rcnn/false_positive": 0.11238246400675173, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7190275117754936, "total_loss": 1.5897181162217748} {"data_time": 0.010366910137236118, "eta_seconds": 51953.21408822853, "iteration": 198559, "loss_fcos_cls": 0.24713306780904531, "loss_fcos_ctr": 0.6171747324988246, "loss_fcos_loc": 0.18909593514399603, "loss_mask": 0.2507266802713275, "loss_maskiou": 0.00553445942568942, "loss_sem_seg": 0.2896760971052572, "lr": 0.01, "mask_rcnn/accuracy": 0.8868798188700991, "mask_rcnn/false_negative": 0.0810138589874328, "mask_rcnn/false_positive": 0.1137199573768692, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.713305446319282, "total_loss": 1.6037479458136659} {"data_time": 0.010720459744334221, "eta_seconds": 51947.3883023411, "iteration": 198579, "loss_fcos_cls": 0.23398378491401672, "loss_fcos_ctr": 0.6172878704965115, "loss_fcos_loc": 0.1826540279434994, "loss_mask": 0.24853189662098885, "loss_maskiou": 0.005355359004170168, "loss_sem_seg": 0.28490606788545847, "lr": 0.01, "mask_rcnn/accuracy": 0.8928463334486337, "mask_rcnn/false_negative": 0.08113578484133391, "mask_rcnn/false_positive": 0.14650062475897857, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.25, "time": 0.7318945256993175, "total_loss": 1.5657055156189017} {"data_time": 0.010274546220898628, "eta_seconds": 51937.02184838895, "iteration": 198599, "loss_fcos_cls": 0.22829232783988118, "loss_fcos_ctr": 0.6149035394191742, "loss_fcos_loc": 0.17775852337945253, "loss_mask": 0.25500203017145395, "loss_maskiou": 0.005163437643204816, "loss_sem_seg": 0.25319531885907054, "lr": 0.01, "mask_rcnn/accuracy": 0.8871489265996253, "mask_rcnn/false_negative": 0.0849846752611566, "mask_rcnn/false_positive": 0.14999672769771016, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.75, "time": 0.7231733920052648, "total_loss": 1.5452416120097041} {"data_time": 0.010972194373607635, "eta_seconds": 51922.473866750486, "iteration": 198619, "loss_fcos_cls": 0.23877853178419173, "loss_fcos_ctr": 0.6175485490821302, "loss_fcos_loc": 0.19338099821470678, "loss_mask": 0.2654268182814121, "loss_maskiou": 0.0055510348174721, "loss_sem_seg": 0.2773770971689373, "lr": 0.01, "mask_rcnn/accuracy": 0.8801929971171771, "mask_rcnn/false_negative": 0.08801704964062848, "mask_rcnn/false_positive": 0.15004748905415718, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.0, "time": 0.7309801401570439, "total_loss": 1.6108050473994808} {"data_time": 0.010968364775180817, "eta_seconds": 51898.45119887497, "iteration": 198639, "loss_fcos_cls": 0.23872607666999102, "loss_fcos_ctr": 0.6149041727185249, "loss_fcos_loc": 0.18333179963519797, "loss_mask": 0.2512219278141856, "loss_maskiou": 0.004943469743011519, "loss_sem_seg": 0.24383641267195344, "lr": 0.01, "mask_rcnn/accuracy": 0.8875064552531415, "mask_rcnn/false_negative": 0.07698960486728702, "mask_rcnn/false_positive": 0.14817543636402197, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.5, "time": 0.7200647378340364, "total_loss": 1.547283222203987} {"data_time": 0.010642279870808125, "eta_seconds": 51883.90587266069, "iteration": 198659, "loss_fcos_cls": 0.23511292901821434, "loss_fcos_ctr": 0.6189886080101132, "loss_fcos_loc": 0.1873370730318129, "loss_mask": 0.26460737362504005, "loss_maskiou": 0.0053136173519305885, "loss_sem_seg": 0.2619919618591666, "lr": 0.01, "mask_rcnn/accuracy": 0.8673207014219146, "mask_rcnn/false_negative": 0.10664595200414384, "mask_rcnn/false_positive": 0.15705161002294576, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7257047472521663, "total_loss": 1.5595885554357665} {"data_time": 0.010061411187052727, "eta_seconds": 51888.781327899545, "iteration": 198679, "loss_fcos_cls": 0.2352213696576655, "loss_fcos_ctr": 0.6185628585517406, "loss_fcos_loc": 0.18035291822161525, "loss_mask": 0.24794647749513388, "loss_maskiou": 0.004672076560382266, "loss_sem_seg": 0.23573673656210303, "lr": 0.01, "mask_rcnn/accuracy": 0.889737296433725, "mask_rcnn/false_negative": 0.08122608481070451, "mask_rcnn/false_positive": 0.13732552433483014, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.25, "time": 0.6956209568306804, "total_loss": 1.564537182865024} {"data_time": 0.010159201920032501, "eta_seconds": 51854.81522023212, "iteration": 198699, "loss_fcos_cls": 0.24132369039580226, "loss_fcos_ctr": 0.6201881989836693, "loss_fcos_loc": 0.18715483113192022, "loss_mask": 0.2726379865780473, "loss_maskiou": 0.005303352227201685, "loss_sem_seg": 0.2654661835404113, "lr": 0.01, "mask_rcnn/accuracy": 0.8761502368804666, "mask_rcnn/false_negative": 0.09463221603855941, "mask_rcnn/false_positive": 0.1482328482328482, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.25, "time": 0.7188393566757441, "total_loss": 1.610830247955164} {"data_time": 0.01031725574284792, "eta_seconds": 51849.73395855818, "iteration": 198719, "loss_fcos_cls": 0.2545147151686251, "loss_fcos_ctr": 0.6179074160754681, "loss_fcos_loc": 0.19213455053977668, "loss_mask": 0.26485395478084683, "loss_maskiou": 0.005840217971126549, "loss_sem_seg": 0.2702584024518728, "lr": 0.01, "mask_rcnn/accuracy": 0.8745994810093958, "mask_rcnn/false_negative": 0.08578934541945282, "mask_rcnn/false_positive": 0.1533689886650438, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.75, "time": 0.7342367833480239, "total_loss": 1.5976514066933305} {"data_time": 0.009804814122617245, "eta_seconds": 51851.92990089767, "iteration": 198739, "loss_fcos_cls": 0.24110151885543019, "loss_fcos_ctr": 0.6182653810828924, "loss_fcos_loc": 0.18558570704772137, "loss_mask": 0.25827583856880665, "loss_maskiou": 0.004944815729686525, "loss_sem_seg": 0.3095803577452898, "lr": 0.01, "mask_rcnn/accuracy": 0.8900880643585347, "mask_rcnn/false_negative": 0.07971915952293662, "mask_rcnn/false_positive": 0.14263518118636814, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.75, "time": 0.7401548260822892, "total_loss": 1.6380288902437314} {"data_time": 0.00962171982973814, "eta_seconds": 51846.99965501111, "iteration": 198759, "loss_fcos_cls": 0.2302550384774804, "loss_fcos_ctr": 0.6158973071724176, "loss_fcos_loc": 0.191583551466465, "loss_mask": 0.26280216267332435, "loss_maskiou": 0.005311310800607316, "loss_sem_seg": 0.26774716610088944, "lr": 0.01, "mask_rcnn/accuracy": 0.8840490054717539, "mask_rcnn/false_negative": 0.08834323812116356, "mask_rcnn/false_positive": 0.13590527417489542, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 34.25, "time": 0.7339207641780376, "total_loss": 1.581495833786903} {"data_time": 0.010118315927684307, "eta_seconds": 51844.473367307335, "iteration": 198779, "loss_fcos_cls": 0.24671606975607574, "loss_fcos_ctr": 0.6187899466603994, "loss_fcos_loc": 0.18729222187539563, "loss_mask": 0.2695427555590868, "loss_maskiou": 0.006014997823513113, "loss_sem_seg": 0.28528465470299125, "lr": 0.01, "mask_rcnn/accuracy": 0.8928805610371444, "mask_rcnn/false_negative": 0.0999191022958823, "mask_rcnn/false_positive": 0.1476910543376434, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 25.0, "time": 0.7267595110461116, "total_loss": 1.5807957311990322} {"data_time": 0.009871205314993858, "eta_seconds": 51826.30356981978, "iteration": 198799, "loss_fcos_cls": 0.2448826030595228, "loss_fcos_ctr": 0.6189704332500696, "loss_fcos_loc": 0.1930882870219648, "loss_mask": 0.2578440848737955, "loss_maskiou": 0.005626349373414996, "loss_sem_seg": 0.2690466274507344, "lr": 0.01, "mask_rcnn/accuracy": 0.8859493093011852, "mask_rcnn/false_negative": 0.08691250421419774, "mask_rcnn/false_positive": 0.1659099933329987, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7417244305834174, "total_loss": 1.5806434029072989} {"data_time": 0.009867511689662933, "eta_seconds": 51803.33350799885, "iteration": 198819, "loss_fcos_cls": 0.23882379848510027, "loss_fcos_ctr": 0.6163991456851363, "loss_fcos_loc": 0.1797286911169067, "loss_mask": 0.2669964926317334, "loss_maskiou": 0.006089459704526234, "loss_sem_seg": 0.2365834447555244, "lr": 0.01, "mask_rcnn/accuracy": 0.8697160421545668, "mask_rcnn/false_negative": 0.10828994979736921, "mask_rcnn/false_positive": 0.14464699027418215, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.25, "time": 0.7215323941782117, "total_loss": 1.5859328455044306} {"data_time": 0.01004109438508749, "eta_seconds": 51788.778125661425, "iteration": 198839, "loss_fcos_cls": 0.24119433853775263, "loss_fcos_ctr": 0.6160485176369548, "loss_fcos_loc": 0.1937814794946462, "loss_mask": 0.25273701176047325, "loss_maskiou": 0.004913347067486029, "loss_sem_seg": 0.25515205692499876, "lr": 0.01, "mask_rcnn/accuracy": 0.911851019793089, "mask_rcnn/false_negative": 0.06872827121259413, "mask_rcnn/false_positive": 0.11521117723923871, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 32.5, "time": 0.7311068596318364, "total_loss": 1.5724566487260745} {"data_time": 0.011200971901416779, "eta_seconds": 51757.82437778637, "iteration": 198859, "loss_fcos_cls": 0.23749701317865402, "loss_fcos_ctr": 0.6193204550072551, "loss_fcos_loc": 0.1878186403773725, "loss_mask": 0.25791210401803255, "loss_maskiou": 0.005173572331841569, "loss_sem_seg": 0.2590141580440104, "lr": 0.01, "mask_rcnn/accuracy": 0.8894001997350665, "mask_rcnn/false_negative": 0.09884665456050584, "mask_rcnn/false_positive": 0.1242480051091846, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.75, "time": 0.7211128799244761, "total_loss": 1.58274444386916} {"data_time": 0.011066371574997902, "eta_seconds": 51721.981587840244, "iteration": 198879, "loss_fcos_cls": 0.22778255701996386, "loss_fcos_ctr": 0.6188007770106196, "loss_fcos_loc": 0.18113550427369773, "loss_mask": 0.25784763880074024, "loss_maskiou": 0.004892832148470916, "loss_sem_seg": 0.2533843847922981, "lr": 0.01, "mask_rcnn/accuracy": 0.8754783163265306, "mask_rcnn/false_negative": 0.10093090830663548, "mask_rcnn/false_positive": 0.156184450242482, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 23.75, "time": 0.7260381150990725, "total_loss": 1.5395965152274584} {"data_time": 0.01193823479115963, "eta_seconds": 51695.44161719736, "iteration": 198899, "loss_fcos_cls": 0.2590985856950283, "loss_fcos_ctr": 0.6182468002662063, "loss_fcos_loc": 0.19697776506654918, "loss_mask": 0.2543493704870343, "loss_maskiou": 0.004956241427862551, "loss_sem_seg": 0.2749926020624116, "lr": 0.01, "mask_rcnn/accuracy": 0.8876191101440576, "mask_rcnn/false_negative": 0.08764453008456952, "mask_rcnn/false_positive": 0.13834772911355409, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.75, "time": 0.7439937647432089, "total_loss": 1.609541507314134} {"data_time": 0.010045129805803299, "eta_seconds": 51692.892018465325, "iteration": 198919, "loss_fcos_cls": 0.23261738033033907, "loss_fcos_ctr": 0.6216376284137368, "loss_fcos_loc": 0.19471642095595598, "loss_mask": 0.25360000878572464, "loss_maskiou": 0.004924188797303941, "loss_sem_seg": 0.254158784635365, "lr": 0.01, "mask_rcnn/accuracy": 0.8968428504406689, "mask_rcnn/false_negative": 0.08637474815499681, "mask_rcnn/false_positive": 0.11393519931922948, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.75, "time": 0.7341935588046908, "total_loss": 1.5756390657188604} {"data_time": 0.009125341661274433, "eta_seconds": 51653.95699363388, "iteration": 198939, "loss_fcos_cls": 0.24610930489143357, "loss_fcos_ctr": 0.619476318359375, "loss_fcos_loc": 0.19485470256768167, "loss_mask": 0.25846440764144063, "loss_maskiou": 0.0053356135704234475, "loss_sem_seg": 0.26952042803168297, "lr": 0.01, "mask_rcnn/accuracy": 0.8941860077364279, "mask_rcnn/false_negative": 0.09958465124738887, "mask_rcnn/false_positive": 0.12004376761967547, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7186248479411006, "total_loss": 1.5819814956957998} {"data_time": 0.01021644938737154, "eta_seconds": 51639.419073538855, "iteration": 198959, "loss_fcos_cls": 0.24397985078394413, "loss_fcos_ctr": 0.6223123054951429, "loss_fcos_loc": 0.1901682335883379, "loss_mask": 0.2678388021886349, "loss_maskiou": 0.0047864302032394335, "loss_sem_seg": 0.2852813829667866, "lr": 0.01, "mask_rcnn/accuracy": 0.905035640443423, "mask_rcnn/false_negative": 0.08988703930259587, "mask_rcnn/false_positive": 0.11969797129734976, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.0, "time": 0.7212230423465371, "total_loss": 1.5979700981115457} {"data_time": 0.009951556101441383, "eta_seconds": 51592.90231155697, "iteration": 198979, "loss_fcos_cls": 0.24338704510591924, "loss_fcos_ctr": 0.6189103713259101, "loss_fcos_loc": 0.19312083418481052, "loss_mask": 0.2538171475753188, "loss_maskiou": 0.005019634845666587, "loss_sem_seg": 0.278892592061311, "lr": 0.01, "mask_rcnn/accuracy": 0.8776154891304349, "mask_rcnn/false_negative": 0.08989870231460548, "mask_rcnn/false_positive": 0.13254561441624946, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.25, "time": 0.7269153669476509, "total_loss": 1.599143396015279} {"data_time": 0.009662712924182415, "eta_seconds": 51549.60353959445, "iteration": 198999, "loss_fcos_cls": 0.24074381194077432, "loss_fcos_ctr": 0.6188283544033766, "loss_fcos_loc": 0.18963182321749628, "loss_mask": 0.2620651051402092, "loss_maskiou": 0.004996857165679103, "loss_sem_seg": 0.2825718387030065, "lr": 0.01, "mask_rcnn/accuracy": 0.8741729818823384, "mask_rcnn/false_negative": 0.10041136044239399, "mask_rcnn/false_positive": 0.13572348405880869, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.75, "time": 0.7043929900974035, "total_loss": 1.613145540264668} {"data_time": 0.010470286011695862, "eta_seconds": 51535.08272903133, "iteration": 199019, "loss_fcos_cls": 0.2457751880865544, "loss_fcos_ctr": 0.6181319206953049, "loss_fcos_loc": 0.19017242605332285, "loss_mask": 0.2646615765988827, "loss_maskiou": 0.005477158352732658, "loss_sem_seg": 0.2751096454448998, "lr": 0.01, "mask_rcnn/accuracy": 0.8990921918217836, "mask_rcnn/false_negative": 0.08994139728536352, "mask_rcnn/false_positive": 0.09926037126808424, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.75, "time": 0.7253506844863296, "total_loss": 1.596486532027484} {"data_time": 0.011776757426559925, "eta_seconds": 51509.32035481557, "iteration": 199039, "loss_fcos_cls": 0.24002109706634656, "loss_fcos_ctr": 0.6140937353484333, "loss_fcos_loc": 0.18047508344170637, "loss_mask": 0.26062589790672064, "loss_maskiou": 0.005812008042994421, "loss_sem_seg": 0.28402596164960414, "lr": 0.01, "mask_rcnn/accuracy": 0.9038994519062427, "mask_rcnn/false_negative": 0.08820226964233735, "mask_rcnn/false_positive": 0.11660777429704686, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.0, "time": 0.7240907913073897, "total_loss": 1.5970882763140253} {"data_time": 0.009884627535939217, "eta_seconds": 51494.80271263048, "iteration": 199059, "loss_fcos_cls": 0.24385877675376832, "loss_fcos_ctr": 0.6174149513244629, "loss_fcos_loc": 0.18154358793981373, "loss_mask": 0.2527748877182603, "loss_maskiou": 0.005417083884822205, "loss_sem_seg": 0.26243186881765723, "lr": 0.01, "mask_rcnn/accuracy": 0.8935168516632126, "mask_rcnn/false_negative": 0.10418323173425215, "mask_rcnn/false_positive": 0.10927259280047241, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 41.25, "time": 0.6957940012216568, "total_loss": 1.573641519396915} {"data_time": 0.010226067155599594, "eta_seconds": 51475.38473053742, "iteration": 199079, "loss_fcos_cls": 0.2405186900869012, "loss_fcos_ctr": 0.6201564278453588, "loss_fcos_loc": 0.18453991878777742, "loss_mask": 0.2505402900278568, "loss_maskiou": 0.0055692454752716, "loss_sem_seg": 0.2701458162628114, "lr": 0.01, "mask_rcnn/accuracy": 0.8855356418135436, "mask_rcnn/false_negative": 0.08368870255196809, "mask_rcnn/false_positive": 0.14697081841314885, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 25.75, "time": 0.7179802758619189, "total_loss": 1.5754800333234016} {"data_time": 0.009865804575383663, "eta_seconds": 51460.86847026739, "iteration": 199099, "loss_fcos_cls": 0.24946219683624804, "loss_fcos_ctr": 0.618296118453145, "loss_fcos_loc": 0.18952883314341307, "loss_mask": 0.27413472812622786, "loss_maskiou": 0.005878631476662122, "loss_sem_seg": 0.29708803491666913, "lr": 0.01, "mask_rcnn/accuracy": 0.8722853450590762, "mask_rcnn/false_negative": 0.09748335789601194, "mask_rcnn/false_positive": 0.13941142298555276, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.25, "time": 0.7264814861118793, "total_loss": 1.622166447195923} {"data_time": 0.009539321064949036, "eta_seconds": 51435.655583283864, "iteration": 199119, "loss_fcos_cls": 0.23880158364772797, "loss_fcos_ctr": 0.617261404171586, "loss_fcos_loc": 0.18899571825750172, "loss_mask": 0.269990187138319, "loss_maskiou": 0.0055032816126185935, "loss_sem_seg": 0.2934918259270489, "lr": 0.01, "mask_rcnn/accuracy": 0.8895860624655267, "mask_rcnn/false_negative": 0.09818964033834492, "mask_rcnn/false_positive": 0.13430864212163968, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.73686708137393, "total_loss": 1.6153540470113512} {"data_time": 0.010831233114004135, "eta_seconds": 51369.54517523758, "iteration": 199139, "loss_fcos_cls": 0.24048762768507004, "loss_fcos_ctr": 0.6166645744815469, "loss_fcos_loc": 0.1845522914081812, "loss_mask": 0.25911740865558386, "loss_maskiou": 0.005674945132341236, "loss_sem_seg": 0.2573424130678177, "lr": 0.01, "mask_rcnn/accuracy": 0.8988106426781239, "mask_rcnn/false_negative": 0.09618994265929437, "mask_rcnn/false_positive": 0.11956208854716319, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.5, "time": 0.7188096642494202, "total_loss": 1.567726419230894} {"data_time": 0.010710530914366245, "eta_seconds": 51341.23650289234, "iteration": 199159, "loss_fcos_cls": 0.23727441881783307, "loss_fcos_ctr": 0.6164094591513276, "loss_fcos_loc": 0.1862481702119112, "loss_mask": 0.25539994798600674, "loss_maskiou": 0.004908843482553493, "loss_sem_seg": 0.2658884380944073, "lr": 0.01, "mask_rcnn/accuracy": 0.8927449452003023, "mask_rcnn/false_negative": 0.08512313893436688, "mask_rcnn/false_positive": 0.13307920669664364, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.25, "time": 0.7212009131908417, "total_loss": 1.567410880830721} {"data_time": 0.00982740893959999, "eta_seconds": 51358.44615952391, "iteration": 199179, "loss_fcos_cls": 0.2486168071627617, "loss_fcos_ctr": 0.619608131237328, "loss_fcos_loc": 0.1910616208333522, "loss_mask": 0.2670400394126773, "loss_maskiou": 0.006138298638688866, "loss_sem_seg": 0.3141739962156862, "lr": 0.01, "mask_rcnn/accuracy": 0.8935586734693877, "mask_rcnn/false_negative": 0.09423420694211751, "mask_rcnn/false_positive": 0.11598659033472047, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 29.25, "time": 0.7327649351209402, "total_loss": 1.6493523184617516} {"data_time": 0.010304256342351437, "eta_seconds": 51335.35808127932, "iteration": 199199, "loss_fcos_cls": 0.23969967453740537, "loss_fcos_ctr": 0.6186899500899017, "loss_fcos_loc": 0.18718462530523539, "loss_mask": 0.26481168577447534, "loss_maskiou": 0.005357523143175058, "loss_sem_seg": 0.2641206835396588, "lr": 0.01, "mask_rcnn/accuracy": 0.8658025925146691, "mask_rcnn/false_negative": 0.09981315576906963, "mask_rcnn/false_positive": 0.14934131611473656, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.723166923969984, "total_loss": 1.5810227104620935} {"data_time": 0.010320550762116909, "eta_seconds": 51320.856772517785, "iteration": 199219, "loss_fcos_cls": 0.23687893385067582, "loss_fcos_ctr": 0.6181174358353019, "loss_fcos_loc": 0.19098352827131748, "loss_mask": 0.2543839309364557, "loss_maskiou": 0.005420422035967931, "loss_sem_seg": 0.25104770343750715, "lr": 0.01, "mask_rcnn/accuracy": 0.906389146567718, "mask_rcnn/false_negative": 0.07151342073692599, "mask_rcnn/false_positive": 0.1187046812173549, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.75, "time": 0.7283727768808603, "total_loss": 1.5762476970339776} {"data_time": 0.0099071329459548, "eta_seconds": 51301.83931242395, "iteration": 199239, "loss_fcos_cls": 0.24087393016088754, "loss_fcos_ctr": 0.6164255845360458, "loss_fcos_loc": 0.18431517388671637, "loss_mask": 0.2486199475824833, "loss_maskiou": 0.004957009088684572, "loss_sem_seg": 0.25219399970956147, "lr": 0.01, "mask_rcnn/accuracy": 0.9013589862993832, "mask_rcnn/false_negative": 0.0799045069923283, "mask_rcnn/false_positive": 0.09577990082451006, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.25, "time": 0.7249415358528495, "total_loss": 1.5654163188737584} {"data_time": 0.009916119277477264, "eta_seconds": 51300.4312247904, "iteration": 199259, "loss_fcos_cls": 0.22814695653505623, "loss_fcos_ctr": 0.6155081363394856, "loss_fcos_loc": 0.18100184056675062, "loss_mask": 0.2569692083634436, "loss_maskiou": 0.005031959939515218, "loss_sem_seg": 0.24330765660852194, "lr": 0.01, "mask_rcnn/accuracy": 0.8981039796742829, "mask_rcnn/false_negative": 0.07011545833765813, "mask_rcnn/false_positive": 0.13744828236176665, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.5, "time": 0.7279020380228758, "total_loss": 1.5483554625025135} {"data_time": 0.009831947274506092, "eta_seconds": 51285.927491107024, "iteration": 199279, "loss_fcos_cls": 0.2455578891094774, "loss_fcos_ctr": 0.6185163874179125, "loss_fcos_loc": 0.18268884893041104, "loss_mask": 0.23768056463450193, "loss_maskiou": 0.004909601353574544, "loss_sem_seg": 0.28497926355339587, "lr": 0.01, "mask_rcnn/accuracy": 0.8867306779217677, "mask_rcnn/false_negative": 0.07565498910517257, "mask_rcnn/false_positive": 0.1495968862256557, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.747458259575069, "total_loss": 1.5911400017357664} {"data_time": 0.010530616156756878, "eta_seconds": 51300.24298844207, "iteration": 199299, "loss_fcos_cls": 0.25223556894343346, "loss_fcos_ctr": 0.6185706830583513, "loss_fcos_loc": 0.1871974654495716, "loss_mask": 0.2611746098846197, "loss_maskiou": 0.005207560308917891, "loss_sem_seg": 0.2877199109643698, "lr": 0.01, "mask_rcnn/accuracy": 0.888715061285319, "mask_rcnn/false_negative": 0.09927607715268572, "mask_rcnn/false_positive": 0.1279488904680242, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.75, "time": 0.7180928373709321, "total_loss": 1.6244435309235996} {"data_time": 0.010249130427837372, "eta_seconds": 51243.83918318618, "iteration": 199319, "loss_fcos_cls": 0.2350496474537067, "loss_fcos_ctr": 0.6209111977368593, "loss_fcos_loc": 0.1848685177974403, "loss_mask": 0.26792880706489086, "loss_maskiou": 0.005125643030623905, "loss_sem_seg": 0.24930234719067812, "lr": 0.01, "mask_rcnn/accuracy": 0.8810772512031295, "mask_rcnn/false_negative": 0.09874554727903156, "mask_rcnn/false_positive": 0.1324531537730072, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7093638898804784, "total_loss": 1.5637319617089815} {"data_time": 0.010110756382346153, "eta_seconds": 51256.13677004818, "iteration": 199339, "loss_fcos_cls": 0.2528911647386849, "loss_fcos_ctr": 0.6171319661661983, "loss_fcos_loc": 0.1863499073078856, "loss_mask": 0.2503233631141484, "loss_maskiou": 0.005691577076504473, "loss_sem_seg": 0.27543185371905565, "lr": 0.01, "mask_rcnn/accuracy": 0.9127966244977523, "mask_rcnn/false_negative": 0.07608971426478549, "mask_rcnn/false_positive": 0.10949369459285431, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 30.5, "time": 0.7422258406877518, "total_loss": 1.5822151319553086} {"data_time": 0.011064562946557999, "eta_seconds": 51227.912556373514, "iteration": 199359, "loss_fcos_cls": 0.24878606689162552, "loss_fcos_ctr": 0.6217900505289435, "loss_fcos_loc": 0.19980374968145043, "loss_mask": 0.24909789534285665, "loss_maskiou": 0.005146632895048242, "loss_sem_seg": 0.2926928182132542, "lr": 0.01, "mask_rcnn/accuracy": 0.899528986764774, "mask_rcnn/false_negative": 0.09750005924493821, "mask_rcnn/false_positive": 0.10366017471209041, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.25, "time": 0.7228278908878565, "total_loss": 1.605274619145348} {"data_time": 0.010537897236645222, "eta_seconds": 51204.84630242549, "iteration": 199379, "loss_fcos_cls": 0.24003434693440795, "loss_fcos_ctr": 0.6181221948936582, "loss_fcos_loc": 0.1827809805981815, "loss_mask": 0.2574023688212037, "loss_maskiou": 0.005137800108059309, "loss_sem_seg": 0.25241684657521546, "lr": 0.01, "mask_rcnn/accuracy": 0.8818109280818774, "mask_rcnn/false_negative": 0.09337915102515797, "mask_rcnn/false_positive": 0.1392536383088171, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.5, "time": 0.727375858463347, "total_loss": 1.575098480374436} {"data_time": 0.009805649518966675, "eta_seconds": 51176.68232218921, "iteration": 199399, "loss_fcos_cls": 0.2449192744679749, "loss_fcos_ctr": 0.6204078495502472, "loss_fcos_loc": 0.18760970269795507, "loss_mask": 0.25814119167625904, "loss_maskiou": 0.005285071063553914, "loss_sem_seg": 0.25760078616440296, "lr": 0.01, "mask_rcnn/accuracy": 0.9048773080660836, "mask_rcnn/false_negative": 0.07820814556176983, "mask_rcnn/false_positive": 0.0959025563991869, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.25, "time": 0.704232893884182, "total_loss": 1.5806355772838288} {"data_time": 0.010693324729800224, "eta_seconds": 51143.583961838856, "iteration": 199419, "loss_fcos_cls": 0.24228234530892223, "loss_fcos_ctr": 0.61978845205158, "loss_fcos_loc": 0.1797368605621159, "loss_mask": 0.26061372738331556, "loss_maskiou": 0.005119108071085066, "loss_sem_seg": 0.26648766198195517, "lr": 0.01, "mask_rcnn/accuracy": 0.8972872075659533, "mask_rcnn/false_negative": 0.09141314573963057, "mask_rcnn/false_positive": 0.11973111063469849, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.75, "time": 0.7159398412331939, "total_loss": 1.5705369614734082} {"data_time": 0.010965845547616482, "eta_seconds": 51104.89071485493, "iteration": 199439, "loss_fcos_cls": 0.2660934233572334, "loss_fcos_ctr": 0.61656429246068, "loss_fcos_loc": 0.1859278023475781, "loss_mask": 0.2502397447824478, "loss_maskiou": 0.005077599300420843, "loss_sem_seg": 0.30111632822081447, "lr": 0.01, "mask_rcnn/accuracy": 0.8963905437951578, "mask_rcnn/false_negative": 0.08367254952429556, "mask_rcnn/false_positive": 0.13184373043684786, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 25.25, "time": 0.7145395847037435, "total_loss": 1.5864687511625561} {"data_time": 0.011982684023678303, "eta_seconds": 51079.35868430976, "iteration": 199459, "loss_fcos_cls": 0.24477901146747172, "loss_fcos_ctr": 0.6169683588668704, "loss_fcos_loc": 0.19084212620509788, "loss_mask": 0.25373346637934446, "loss_maskiou": 0.00569804726910661, "loss_sem_seg": 0.242736442014575, "lr": 0.01, "mask_rcnn/accuracy": 0.8810442781763868, "mask_rcnn/false_negative": 0.11377156156734997, "mask_rcnn/false_positive": 0.12891364144056408, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.0, "time": 0.7397425081580877, "total_loss": 1.5584772812835581} {"data_time": 0.009335562586784363, "eta_seconds": 51001.42052334733, "iteration": 199479, "loss_fcos_cls": 0.24496536166407168, "loss_fcos_ctr": 0.6184669779613614, "loss_fcos_loc": 0.18506654421798885, "loss_mask": 0.2646612459793687, "loss_maskiou": 0.005452687335491646, "loss_sem_seg": 0.23485744837671518, "lr": 0.01, "mask_rcnn/accuracy": 0.8899310475191411, "mask_rcnn/false_negative": 0.10972506449785463, "mask_rcnn/false_positive": 0.12609043101176995, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.5, "time": 0.7182504283264279, "total_loss": 1.5805533368547913} {"data_time": 0.009450623765587807, "eta_seconds": 51000.87845210545, "iteration": 199499, "loss_fcos_cls": 0.2488278984092176, "loss_fcos_ctr": 0.6195570034906268, "loss_fcos_loc": 0.18918450479395688, "loss_mask": 0.2520459555089474, "loss_maskiou": 0.005892038432648405, "loss_sem_seg": 0.26555798295885324, "lr": 0.01, "mask_rcnn/accuracy": 0.8917945017967094, "mask_rcnn/false_negative": 0.0667610103291218, "mask_rcnn/false_positive": 0.12598808690765576, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7292346861213446, "total_loss": 1.6026399195034173} {"data_time": 0.011643909849226475, "eta_seconds": 50972.49216412194, "iteration": 199519, "loss_fcos_cls": 0.23760200763354078, "loss_fcos_ctr": 0.6204549176618457, "loss_fcos_loc": 0.18436071777250618, "loss_mask": 0.2533510271459818, "loss_maskiou": 0.005109311918204185, "loss_sem_seg": 0.24981200974434614, "lr": 0.01, "mask_rcnn/accuracy": 0.8898844954648526, "mask_rcnn/false_negative": 0.09298247472438173, "mask_rcnn/false_positive": 0.138977452302407, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.25, "time": 0.730626804754138, "total_loss": 1.575722438035882} {"data_time": 0.009854232892394066, "eta_seconds": 50956.36545316782, "iteration": 199539, "loss_fcos_cls": 0.2422051290050149, "loss_fcos_ctr": 0.6201712004840374, "loss_fcos_loc": 0.18332879920490086, "loss_mask": 0.2519582323729992, "loss_maskiou": 0.005270236682918039, "loss_sem_seg": 0.25725487619638443, "lr": 0.01, "mask_rcnn/accuracy": 0.8838195534624107, "mask_rcnn/false_negative": 0.07674237702978197, "mask_rcnn/false_positive": 0.12596234563888, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7042586524039507, "total_loss": 1.5837717318936484} {"data_time": 0.010957539081573486, "eta_seconds": 50943.56380489655, "iteration": 199559, "loss_fcos_cls": 0.24763568257912993, "loss_fcos_ctr": 0.6157748382538557, "loss_fcos_loc": 0.17790893441997468, "loss_mask": 0.26400883588939905, "loss_maskiou": 0.005316426220815629, "loss_sem_seg": 0.2649021786637604, "lr": 0.01, "mask_rcnn/accuracy": 0.8875487935867543, "mask_rcnn/false_negative": 0.09895469004813354, "mask_rcnn/false_positive": 0.11988703098808262, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.25, "time": 0.72711331397295, "total_loss": 1.5970682128390763} {"data_time": 0.009891049936413765, "eta_seconds": 50929.09962528385, "iteration": 199579, "loss_fcos_cls": 0.25070857582613826, "loss_fcos_ctr": 0.6180700995028019, "loss_fcos_loc": 0.19180640997365117, "loss_mask": 0.2615204304456711, "loss_maskiou": 0.0061149749453761615, "loss_sem_seg": 0.2756874761544168, "lr": 0.01, "mask_rcnn/accuracy": 0.8915189187070475, "mask_rcnn/false_negative": 0.10591715769094656, "mask_rcnn/false_positive": 0.1162012129484138, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.0, "time": 0.7361392369493842, "total_loss": 1.613090784099768} {"data_time": 0.009486486203968525, "eta_seconds": 50914.635445671156, "iteration": 199599, "loss_fcos_cls": 0.24575227638706565, "loss_fcos_ctr": 0.6218949044123292, "loss_fcos_loc": 0.19583303260151297, "loss_mask": 0.26621838845312595, "loss_maskiou": 0.0052169432456139475, "loss_sem_seg": 0.2815246577374637, "lr": 0.01, "mask_rcnn/accuracy": 0.8947346904348784, "mask_rcnn/false_negative": 0.09360003414696416, "mask_rcnn/false_positive": 0.11501999780316466, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.25, "time": 0.7186204316094518, "total_loss": 1.6093654161522863} {"data_time": 0.010749461129307747, "eta_seconds": 50893.95861660037, "iteration": 199619, "loss_fcos_cls": 0.2518247375264764, "loss_fcos_ctr": 0.6183835864067078, "loss_fcos_loc": 0.18769430631073192, "loss_mask": 0.26290177647024393, "loss_maskiou": 0.005703014714526944, "loss_sem_seg": 0.2669254755601287, "lr": 0.01, "mask_rcnn/accuracy": 0.8883600812997918, "mask_rcnn/false_negative": 0.09814636837458557, "mask_rcnn/false_positive": 0.12769053643162892, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.5, "time": 0.712867927737534, "total_loss": 1.5683861008947133} {"data_time": 0.010225923731923103, "eta_seconds": 50883.87771928031, "iteration": 199639, "loss_fcos_cls": 0.25290260347537696, "loss_fcos_ctr": 0.6217342242598534, "loss_fcos_loc": 0.19485938595607877, "loss_mask": 0.2694752151146531, "loss_maskiou": 0.005595548369456083, "loss_sem_seg": 0.2795330083463341, "lr": 0.01, "mask_rcnn/accuracy": 0.8579571692449781, "mask_rcnn/false_negative": 0.11952386470643767, "mask_rcnn/false_positive": 0.14205069356161054, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 39.0, "time": 0.7554808845743537, "total_loss": 1.627031438081758} {"data_time": 0.011041541583836079, "eta_seconds": 50865.03378824238, "iteration": 199659, "loss_fcos_cls": 0.2291211929405108, "loss_fcos_ctr": 0.6161804045550525, "loss_fcos_loc": 0.18227736506378278, "loss_mask": 0.24714957317337394, "loss_maskiou": 0.0047473785452893935, "loss_sem_seg": 0.25039797904901206, "lr": 0.01, "mask_rcnn/accuracy": 0.8984129709576139, "mask_rcnn/false_negative": 0.0743673064218314, "mask_rcnn/false_positive": 0.11774872751931334, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.7108351299539208, "total_loss": 1.5190469452136313} {"data_time": 0.01079745963215828, "eta_seconds": 50829.009858037345, "iteration": 199679, "loss_fcos_cls": 0.22735591791570187, "loss_fcos_ctr": 0.6180240185931325, "loss_fcos_loc": 0.1843463828554377, "loss_mask": 0.23893722612410784, "loss_maskiou": 0.004366806340840412, "loss_sem_seg": 0.25272147404029965, "lr": 0.01, "mask_rcnn/accuracy": 0.8988054356357928, "mask_rcnn/false_negative": 0.07079530763632264, "mask_rcnn/false_positive": 0.11987267802884528, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.0, "time": 0.7129113785922527, "total_loss": 1.532060414501757} {"data_time": 0.010648633353412151, "eta_seconds": 50814.55357617047, "iteration": 199699, "loss_fcos_cls": 0.23520878911949694, "loss_fcos_ctr": 0.6191996987909079, "loss_fcos_loc": 0.1797359453048557, "loss_mask": 0.2658808771520853, "loss_maskiou": 0.005425049297627993, "loss_sem_seg": 0.24365108693018556, "lr": 0.01, "mask_rcnn/accuracy": 0.8847389921826772, "mask_rcnn/false_negative": 0.08285369062363773, "mask_rcnn/false_positive": 0.14793505786152844, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.6967431521043181, "total_loss": 1.546843589429045} {"data_time": 0.010301840491592884, "eta_seconds": 50774.90001395624, "iteration": 199719, "loss_fcos_cls": 0.24831424769945443, "loss_fcos_ctr": 0.619443004950881, "loss_fcos_loc": 0.18998035526601598, "loss_mask": 0.26555872336030006, "loss_maskiou": 0.005210587041801773, "loss_sem_seg": 0.2466245824471116, "lr": 0.01, "mask_rcnn/accuracy": 0.8914129241813005, "mask_rcnn/false_negative": 0.09013990105617278, "mask_rcnn/false_positive": 0.12970441119309384, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.71190395206213, "total_loss": 1.5990962381183635} {"data_time": 0.010424826294183731, "eta_seconds": 50762.02803269494, "iteration": 199739, "loss_fcos_cls": 0.24019841221161187, "loss_fcos_ctr": 0.6197618469595909, "loss_fcos_loc": 0.18760404479689896, "loss_mask": 0.26107898727059364, "loss_maskiou": 0.004933036485454068, "loss_sem_seg": 0.24193401401862502, "lr": 0.01, "mask_rcnn/accuracy": 0.8970647710303634, "mask_rcnn/false_negative": 0.08140867426357097, "mask_rcnn/false_positive": 0.1450592319922122, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.0, "time": 0.7265218757092953, "total_loss": 1.5804389608529164} {"data_time": 0.009190583601593971, "eta_seconds": 50738.94819995202, "iteration": 199759, "loss_fcos_cls": 0.23330952308606356, "loss_fcos_ctr": 0.6180062666535378, "loss_fcos_loc": 0.1841367343440652, "loss_mask": 0.2643297864124179, "loss_maskiou": 0.006026394446962513, "loss_sem_seg": 0.24630998098291457, "lr": 0.01, "mask_rcnn/accuracy": 0.8749126899553152, "mask_rcnn/false_negative": 0.10217449106025651, "mask_rcnn/false_positive": 0.13437541542793208, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.75, "time": 0.7176012322306633, "total_loss": 1.5441996235676925} {"data_time": 0.009751741774380207, "eta_seconds": 50701.94636506587, "iteration": 199779, "loss_fcos_cls": 0.22943410265725106, "loss_fcos_ctr": 0.6136187007650733, "loss_fcos_loc": 0.17440493311733007, "loss_mask": 0.24749975465238094, "loss_maskiou": 0.005081911320303334, "loss_sem_seg": 0.22903763316571712, "lr": 0.01, "mask_rcnn/accuracy": 0.8978377065111759, "mask_rcnn/false_negative": 0.0862727520182901, "mask_rcnn/false_positive": 0.11202208070901867, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.7188747711479664, "total_loss": 1.4837078863783972} {"data_time": 0.010117885656654835, "eta_seconds": 50673.29676461127, "iteration": 199799, "loss_fcos_cls": 0.22525943000800908, "loss_fcos_ctr": 0.6186337205581367, "loss_fcos_loc": 0.18345532519742846, "loss_mask": 0.2541365586221218, "loss_maskiou": 0.005152852289029397, "loss_sem_seg": 0.2703807360958308, "lr": 0.01, "mask_rcnn/accuracy": 0.8671971364095088, "mask_rcnn/false_negative": 0.09717147038991579, "mask_rcnn/false_positive": 0.14785875492651857, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7078440524637699, "total_loss": 1.5540712053407333} {"data_time": 0.010248689912259579, "eta_seconds": 50668.578290744685, "iteration": 199819, "loss_fcos_cls": 0.24049628200009465, "loss_fcos_ctr": 0.6199212507344782, "loss_fcos_loc": 0.18377477419562638, "loss_mask": 0.25807048939168453, "loss_maskiou": 0.00546859069072525, "loss_sem_seg": 0.27455384470522404, "lr": 0.01, "mask_rcnn/accuracy": 0.8916029447718558, "mask_rcnn/false_negative": 0.10238670279094736, "mask_rcnn/false_positive": 0.11919173167627367, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7336143301799893, "total_loss": 1.5747920537785376} {"data_time": 0.010972179472446442, "eta_seconds": 50632.85081894975, "iteration": 199839, "loss_fcos_cls": 0.24537970684468746, "loss_fcos_ctr": 0.6183503307402134, "loss_fcos_loc": 0.18242405087221414, "loss_mask": 0.2633012179285288, "loss_maskiou": 0.005043010292865802, "loss_sem_seg": 0.24081120174378157, "lr": 0.01, "mask_rcnn/accuracy": 0.9019949249541086, "mask_rcnn/false_negative": 0.0799726499809457, "mask_rcnn/false_positive": 0.1499311541299928, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.0, "time": 0.717476062476635, "total_loss": 1.5388620853191242} {"data_time": 0.010299894027411938, "eta_seconds": 50650.21461209282, "iteration": 199859, "loss_fcos_cls": 0.2387361698783934, "loss_fcos_ctr": 0.6180293280631304, "loss_fcos_loc": 0.19374318048357964, "loss_mask": 0.2515953639522195, "loss_maskiou": 0.004878501400526147, "loss_sem_seg": 0.2387072080746293, "lr": 0.01, "mask_rcnn/accuracy": 0.8951020352730401, "mask_rcnn/false_negative": 0.09158894522137559, "mask_rcnn/false_positive": 0.11568550745683812, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.7421128619462252, "total_loss": 1.5710361717647174} {"data_time": 0.009453203529119492, "eta_seconds": 50645.26002420485, "iteration": 199879, "loss_fcos_cls": 0.23688001348637044, "loss_fcos_ctr": 0.616416122764349, "loss_fcos_loc": 0.18518117803614587, "loss_mask": 0.25727667193859816, "loss_maskiou": 0.0056296309958270285, "loss_sem_seg": 0.24978219345211983, "lr": 0.01, "mask_rcnn/accuracy": 0.8845849995403567, "mask_rcnn/false_negative": 0.10533653260874741, "mask_rcnn/false_positive": 0.12789109588935577, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.728562188334763, "total_loss": 1.5511731554252037} {"data_time": 0.009839536622166634, "eta_seconds": 50637.818478735164, "iteration": 199899, "loss_fcos_cls": 0.23117793875280768, "loss_fcos_ctr": 0.6166848251596093, "loss_fcos_loc": 0.1787846849183552, "loss_mask": 0.26160149462521076, "loss_maskiou": 0.004829732693906408, "loss_sem_seg": 0.22958804806694388, "lr": 0.01, "mask_rcnn/accuracy": 0.8726578350638501, "mask_rcnn/false_negative": 0.09872286689527797, "mask_rcnn/false_positive": 0.14636263700172267, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 33.5, "time": 0.7416806556284428, "total_loss": 1.5224696838522505} {"data_time": 0.008857021108269691, "eta_seconds": 50626.39119633101, "iteration": 199919, "loss_fcos_cls": 0.23810164956375957, "loss_fcos_ctr": 0.6208540005609393, "loss_fcos_loc": 0.18689270573668182, "loss_mask": 0.25583320669829845, "loss_maskiou": 0.0050995872989005875, "loss_sem_seg": 0.2574760555289686, "lr": 0.01, "mask_rcnn/accuracy": 0.8888284507351327, "mask_rcnn/false_negative": 0.10494274888832239, "mask_rcnn/false_positive": 0.12578990697014036, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.25, "time": 0.732526421546936, "total_loss": 1.586515870749281} {"data_time": 0.009906534105539322, "eta_seconds": 50614.42225159984, "iteration": 199939, "loss_fcos_cls": 0.21698939241468906, "loss_fcos_ctr": 0.6178383845835924, "loss_fcos_loc": 0.18118873587809503, "loss_mask": 0.2546101361513138, "loss_maskiou": 0.005179767307708971, "loss_sem_seg": 0.2340841661207378, "lr": 0.01, "mask_rcnn/accuracy": 0.897235439119468, "mask_rcnn/false_negative": 0.09499281443167906, "mask_rcnn/false_positive": 0.1207132379161599, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.7248455416411161, "total_loss": 1.5235709679145657} {"data_time": 0.00959806889295578, "eta_seconds": 50594.477169642225, "iteration": 199959, "loss_fcos_cls": 0.2436862881295383, "loss_fcos_ctr": 0.6206867173314095, "loss_fcos_loc": 0.18996447836980224, "loss_mask": 0.26917059533298016, "loss_maskiou": 0.005546998538193293, "loss_sem_seg": 0.28316075121983886, "lr": 0.01, "mask_rcnn/accuracy": 0.8843501809590831, "mask_rcnn/false_negative": 0.09713837018480281, "mask_rcnn/false_positive": 0.1274164249069803, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.75, "time": 0.7090365849435329, "total_loss": 1.5968199190392625} {"data_time": 0.010620929300785065, "eta_seconds": 50573.03449971974, "iteration": 199979, "loss_fcos_cls": 0.23451731714885682, "loss_fcos_ctr": 0.6178062558174133, "loss_fcos_loc": 0.17846068507060409, "loss_mask": 0.2491626190021634, "loss_maskiou": 0.004981019235856365, "loss_sem_seg": 0.2522222304251045, "lr": 0.01, "mask_rcnn/accuracy": 0.9029126299979358, "mask_rcnn/false_negative": 0.07718047807556715, "mask_rcnn/false_positive": 0.12836967189952403, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.5, "time": 0.709019111469388, "total_loss": 1.5324768930804566} {"data_time": 0.010080322623252869, "eta_seconds": 50558.58939482272, "iteration": 199999, "loss_fcos_cls": 0.22674889254267327, "loss_fcos_ctr": 0.6185893481597304, "loss_fcos_loc": 0.17876128139323555, "loss_mask": 0.25510594993829727, "loss_maskiou": 0.005152560683200136, "loss_sem_seg": 0.23201333777979016, "lr": 0.01, "mask_rcnn/accuracy": 0.8878635355807668, "mask_rcnn/false_negative": 0.10656849778909674, "mask_rcnn/false_positive": 0.12354602637041229, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.712384432554245, "total_loss": 1.5272629269784375} {"data_time": 0.010285942815244198, "eta_seconds": 50528.65821582824, "iteration": 200019, "loss_fcos_cls": 0.23471512412652373, "loss_fcos_ctr": 0.6156510449945927, "loss_fcos_loc": 0.1886289801914245, "loss_mask": 0.256018147803843, "loss_maskiou": 0.005031058091844898, "loss_sem_seg": 0.23693572473712265, "lr": 0.01, "mask_rcnn/accuracy": 0.8856427154195011, "mask_rcnn/false_negative": 0.10271437188884497, "mask_rcnn/false_positive": 0.12670227201872356, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 29.75, "time": 0.7081121262162924, "total_loss": 1.5501396218314767} {"data_time": 0.010351327247917652, "eta_seconds": 50514.51764645241, "iteration": 200039, "loss_fcos_cls": 0.23453397443518043, "loss_fcos_ctr": 0.6149432472884655, "loss_fcos_loc": 0.17779672238975763, "loss_mask": 0.2525995597243309, "loss_maskiou": 0.005533816904062405, "loss_sem_seg": 0.2770522013306618, "lr": 0.01, "mask_rcnn/accuracy": 0.8900441434596945, "mask_rcnn/false_negative": 0.09882628545229252, "mask_rcnn/false_positive": 0.12350898626223812, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 34.0, "time": 0.7237016195431352, "total_loss": 1.5286452304280829} {"data_time": 0.010037562809884548, "eta_seconds": 50510.80869728513, "iteration": 200059, "loss_fcos_cls": 0.23525714222341776, "loss_fcos_ctr": 0.6193002415820956, "loss_fcos_loc": 0.17968899058178067, "loss_mask": 0.25475164130330086, "loss_maskiou": 0.005461887136334553, "loss_sem_seg": 0.25093035073950887, "lr": 0.01, "mask_rcnn/accuracy": 0.8839282152734511, "mask_rcnn/false_negative": 0.09653870211909216, "mask_rcnn/false_positive": 0.11425626944016246, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.75, "time": 0.720490999519825, "total_loss": 1.5557410609035287} {"data_time": 0.010100453160703182, "eta_seconds": 50500.80897523463, "iteration": 200079, "loss_fcos_cls": 0.2281741548795253, "loss_fcos_ctr": 0.6173391975462437, "loss_fcos_loc": 0.18042231141589582, "loss_mask": 0.2540113078430295, "loss_maskiou": 0.004904557368718088, "loss_sem_seg": 0.2622959869913757, "lr": 0.01, "mask_rcnn/accuracy": 0.890505679883894, "mask_rcnn/false_negative": 0.09167965621557801, "mask_rcnn/false_positive": 0.13247000403580095, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7189808990806341, "total_loss": 1.519344753556652} {"data_time": 0.009690703824162483, "eta_seconds": 50471.1953517627, "iteration": 200099, "loss_fcos_cls": 0.24265681218821555, "loss_fcos_ctr": 0.6187328388914466, "loss_fcos_loc": 0.17963414423866197, "loss_mask": 0.25041056610643864, "loss_maskiou": 0.00490119125606725, "loss_sem_seg": 0.24126385943964124, "lr": 0.01, "mask_rcnn/accuracy": 0.8983387998056366, "mask_rcnn/false_negative": 0.07779945467913729, "mask_rcnn/false_positive": 0.12598508564449803, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7145982766523957, "total_loss": 1.5453678209378268} {"data_time": 0.009710150770843029, "eta_seconds": 50437.75442469772, "iteration": 200119, "loss_fcos_cls": 0.23391102976165712, "loss_fcos_ctr": 0.617320591583848, "loss_fcos_loc": 0.18069368810392916, "loss_mask": 0.2534843357279897, "loss_maskiou": 0.004652191782952286, "loss_sem_seg": 0.2311913480516523, "lr": 0.01, "mask_rcnn/accuracy": 0.8883465306699276, "mask_rcnn/false_negative": 0.09183254706389901, "mask_rcnn/false_positive": 0.11610359475529786, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.25, "time": 0.7163227330893278, "total_loss": 1.5284737971887807} {"data_time": 0.009985759854316711, "eta_seconds": 50433.292624306865, "iteration": 200139, "loss_fcos_cls": 0.22633652843069285, "loss_fcos_ctr": 0.6171917100436985, "loss_fcos_loc": 0.17747498769313097, "loss_mask": 0.24884343007579446, "loss_maskiou": 0.0048971553733281326, "loss_sem_seg": 0.24990253057330847, "lr": 0.01, "mask_rcnn/accuracy": 0.8936027378476586, "mask_rcnn/false_negative": 0.10581041245027097, "mask_rcnn/false_positive": 0.11671601353026198, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7242389069870114, "total_loss": 1.5322537583997473} {"data_time": 0.009147003293037415, "eta_seconds": 50433.11252163164, "iteration": 200159, "loss_fcos_cls": 0.23510399751830846, "loss_fcos_ctr": 0.6182426097802818, "loss_fcos_loc": 0.18516706465743482, "loss_mask": 0.2590022752992809, "loss_maskiou": 0.005003912754546036, "loss_sem_seg": 0.25639200303703547, "lr": 0.01, "mask_rcnn/accuracy": 0.8874373925394333, "mask_rcnn/false_negative": 0.0918097934290957, "mask_rcnn/false_positive": 0.10621263307818365, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.25, "time": 0.7272485578432679, "total_loss": 1.567454117059242} {"data_time": 0.009986729361116886, "eta_seconds": 50404.41625974048, "iteration": 200179, "loss_fcos_cls": 0.23676526406779885, "loss_fcos_ctr": 0.6179080419242382, "loss_fcos_loc": 0.18664866662584245, "loss_mask": 0.2562512131407857, "loss_maskiou": 0.005118434608448297, "loss_sem_seg": 0.2700995809864253, "lr": 0.01, "mask_rcnn/accuracy": 0.8907765249452784, "mask_rcnn/false_negative": 0.08901645972759954, "mask_rcnn/false_positive": 0.15591002402051551, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.25, "time": 0.7211698163300753, "total_loss": 1.572376047144644} {"data_time": 0.009720388799905777, "eta_seconds": 50398.99152727984, "iteration": 200199, "loss_fcos_cls": 0.2240530300186947, "loss_fcos_ctr": 0.6199750197120011, "loss_fcos_loc": 0.18252051016315818, "loss_mask": 0.25949815567582846, "loss_maskiou": 0.004694178518548142, "loss_sem_seg": 0.24746156577020884, "lr": 0.01, "mask_rcnn/accuracy": 0.8810174932041782, "mask_rcnn/false_negative": 0.08887459380406895, "mask_rcnn/false_positive": 0.14205418713669876, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.75, "time": 0.7265293952077627, "total_loss": 1.5560752440887882} {"data_time": 0.009782809764146805, "eta_seconds": 50384.55076238327, "iteration": 200219, "loss_fcos_cls": 0.24648154119495302, "loss_fcos_ctr": 0.619047177489847, "loss_fcos_loc": 0.19084481010213494, "loss_mask": 0.2568293297663331, "loss_maskiou": 0.005323708210198674, "loss_sem_seg": 0.2297741563525051, "lr": 0.01, "mask_rcnn/accuracy": 0.8864466851434131, "mask_rcnn/false_negative": 0.1033918520025115, "mask_rcnn/false_positive": 0.13446311294094904, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 29.5, "time": 0.7233088938519359, "total_loss": 1.544570787154953} {"data_time": 0.010038674809038639, "eta_seconds": 50366.5595822176, "iteration": 200239, "loss_fcos_cls": 0.24208827526308596, "loss_fcos_ctr": 0.6204147422686219, "loss_fcos_loc": 0.18778287200257182, "loss_mask": 0.24341594753786922, "loss_maskiou": 0.004978241238859482, "loss_sem_seg": 0.23894775938242674, "lr": 0.01, "mask_rcnn/accuracy": 0.8977886154461785, "mask_rcnn/false_negative": 0.09448896327372079, "mask_rcnn/false_positive": 0.12684679434740853, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 38.25, "time": 0.7165563348680735, "total_loss": 1.5740473113037297} {"data_time": 0.010675812140107155, "eta_seconds": 50355.669232590124, "iteration": 200259, "loss_fcos_cls": 0.23331922385841608, "loss_fcos_ctr": 0.6203157659620047, "loss_fcos_loc": 0.18247659038752317, "loss_mask": 0.24803694942966104, "loss_maskiou": 0.0052856867187074386, "loss_sem_seg": 0.22761524701490998, "lr": 0.01, "mask_rcnn/accuracy": 0.893009576587442, "mask_rcnn/false_negative": 0.09422296958713122, "mask_rcnn/false_positive": 0.1337753581998299, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.5, "time": 0.7266432242468, "total_loss": 1.4913661419031996} {"data_time": 0.010625675320625305, "eta_seconds": 50341.22846769355, "iteration": 200279, "loss_fcos_cls": 0.2278729914687574, "loss_fcos_ctr": 0.617040878161788, "loss_fcos_loc": 0.18061346758622676, "loss_mask": 0.2583306971937418, "loss_maskiou": 0.005108892641146667, "loss_sem_seg": 0.2701117563992739, "lr": 0.01, "mask_rcnn/accuracy": 0.892063492063492, "mask_rcnn/false_negative": 0.07807710272121357, "mask_rcnn/false_positive": 0.14230998817735083, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 34.5, "time": 0.7326019359752536, "total_loss": 1.538499858819705} {"data_time": 0.010656665079295635, "eta_seconds": 50323.240341166966, "iteration": 200299, "loss_fcos_cls": 0.21496191550977528, "loss_fcos_ctr": 0.6170326620340347, "loss_fcos_loc": 0.1783489161171019, "loss_mask": 0.2522979900240898, "loss_maskiou": 0.00477875086653512, "loss_sem_seg": 0.23509633028879762, "lr": 0.01, "mask_rcnn/accuracy": 0.8926513863121006, "mask_rcnn/false_negative": 0.10662702594168896, "mask_rcnn/false_positive": 0.11019450177098364, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.709901163354516, "total_loss": 1.5077635823836317} {"data_time": 0.00955970585346222, "eta_seconds": 50323.03885897435, "iteration": 200319, "loss_fcos_cls": 0.22660237224772573, "loss_fcos_ctr": 0.6203004978597164, "loss_fcos_loc": 0.1793999481596984, "loss_mask": 0.2587445778772235, "loss_maskiou": 0.004945296022924595, "loss_sem_seg": 0.22252938919700682, "lr": 0.01, "mask_rcnn/accuracy": 0.8799340759030885, "mask_rcnn/false_negative": 0.10037094306216274, "mask_rcnn/false_positive": 0.12855673088518965, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.5, "time": 0.7120885821059346, "total_loss": 1.5029275126435095} {"data_time": 0.009919497184455395, "eta_seconds": 50241.263482442126, "iteration": 200339, "loss_fcos_cls": 0.2218537365552038, "loss_fcos_ctr": 0.6189533537253737, "loss_fcos_loc": 0.18229987937957048, "loss_mask": 0.2521836385130882, "loss_maskiou": 0.005050200277764816, "loss_sem_seg": 0.2356142671778798, "lr": 0.01, "mask_rcnn/accuracy": 0.8941211739527186, "mask_rcnn/false_negative": 0.09718115108983177, "mask_rcnn/false_positive": 0.11760948978115893, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.75, "time": 0.700956049375236, "total_loss": 1.5034833156096283} {"data_time": 0.010106966830790043, "eta_seconds": 50224.194190803915, "iteration": 200359, "loss_fcos_cls": 0.22978313360363245, "loss_fcos_ctr": 0.6201083636842668, "loss_fcos_loc": 0.18396525201387703, "loss_mask": 0.2642227038741112, "loss_maskiou": 0.005741004781157244, "loss_sem_seg": 0.2719288347288966, "lr": 0.01, "mask_rcnn/accuracy": 0.88290648771824, "mask_rcnn/false_negative": 0.11189618853548916, "mask_rcnn/false_positive": 0.12914270744435732, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.0, "time": 0.7072713598608971, "total_loss": 1.5631451361768995} {"data_time": 0.009704794734716415, "eta_seconds": 50209.77044783905, "iteration": 200379, "loss_fcos_cls": 0.22720635030418634, "loss_fcos_ctr": 0.6171251595951617, "loss_fcos_loc": 0.1847026296891272, "loss_mask": 0.2462408379651606, "loss_maskiou": 0.005042574863182381, "loss_sem_seg": 0.2516725342720747, "lr": 0.01, "mask_rcnn/accuracy": 0.8879365043211163, "mask_rcnn/false_negative": 0.10317312290653693, "mask_rcnn/false_positive": 0.12874580322626483, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.0, "time": 0.737151276320219, "total_loss": 1.5432226508346503} {"data_time": 0.010209032334387302, "eta_seconds": 50208.1220130343, "iteration": 200399, "loss_fcos_cls": 0.22755944298114628, "loss_fcos_ctr": 0.6176132569089532, "loss_fcos_loc": 0.18738364009186625, "loss_mask": 0.25213575828820467, "loss_maskiou": 0.004424656894116197, "loss_sem_seg": 0.22269663494080305, "lr": 0.01, "mask_rcnn/accuracy": 0.8917652393563751, "mask_rcnn/false_negative": 0.09326050586031143, "mask_rcnn/false_positive": 0.11637066634991328, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.75, "time": 0.7061525257304311, "total_loss": 1.5251258378120838} {"data_time": 0.01034510601311922, "eta_seconds": 50236.601859065704, "iteration": 200419, "loss_fcos_cls": 0.24329608213156462, "loss_fcos_ctr": 0.6144317295402288, "loss_fcos_loc": 0.17487973018432967, "loss_mask": 0.26247053500264883, "loss_maskiou": 0.0049986687172349775, "loss_sem_seg": 0.23110772063955665, "lr": 0.01, "mask_rcnn/accuracy": 0.8797517376515824, "mask_rcnn/false_negative": 0.0927863426807945, "mask_rcnn/false_positive": 0.1404494001760757, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.75, "time": 0.7257725670933723, "total_loss": 1.561454741833586} {"data_time": 0.009681304916739464, "eta_seconds": 50230.92080750875, "iteration": 200439, "loss_fcos_cls": 0.23899119766429067, "loss_fcos_ctr": 0.6149934609420598, "loss_fcos_loc": 0.18517965730279684, "loss_mask": 0.255171500146389, "loss_maskiou": 0.005225274704571348, "loss_sem_seg": 0.2460104792844504, "lr": 0.01, "mask_rcnn/accuracy": 0.9031321408872429, "mask_rcnn/false_negative": 0.07501291104762967, "mask_rcnn/false_positive": 0.1353413415504111, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 36.0, "time": 0.7231497140601277, "total_loss": 1.533324212046864} {"data_time": 0.010394984856247902, "eta_seconds": 50190.921390560456, "iteration": 200459, "loss_fcos_cls": 0.22742052795365453, "loss_fcos_ctr": 0.6196423554793, "loss_fcos_loc": 0.17609138449188322, "loss_mask": 0.24841641122475266, "loss_maskiou": 0.00491298686756636, "loss_sem_seg": 0.24267499125562608, "lr": 0.01, "mask_rcnn/accuracy": 0.8725544708214326, "mask_rcnn/false_negative": 0.09482710174405148, "mask_rcnn/false_positive": 0.15010875709777433, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.75, "time": 0.7154814675450325, "total_loss": 1.5383275413914816} {"data_time": 0.009504221379756927, "eta_seconds": 50207.48818924464, "iteration": 200479, "loss_fcos_cls": 0.22738356399349868, "loss_fcos_ctr": 0.6169835506007075, "loss_fcos_loc": 0.17466448491904885, "loss_mask": 0.2467462783679366, "loss_maskiou": 0.0050385510476189665, "loss_sem_seg": 0.2742002531886101, "lr": 0.01, "mask_rcnn/accuracy": 0.8869958909618958, "mask_rcnn/false_negative": 0.06473782507767512, "mask_rcnn/false_positive": 0.1556017095742609, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 37.75, "time": 0.733142402023077, "total_loss": 1.5638514835827664} {"data_time": 0.01098882406949997, "eta_seconds": 50182.380053831264, "iteration": 200499, "loss_fcos_cls": 0.22513043670915067, "loss_fcos_ctr": 0.618593130260706, "loss_fcos_loc": 0.18327092449180782, "loss_mask": 0.25190795538946986, "loss_maskiou": 0.004645238499506377, "loss_sem_seg": 0.2616068134084344, "lr": 0.01, "mask_rcnn/accuracy": 0.885310975011825, "mask_rcnn/false_negative": 0.10056437777559032, "mask_rcnn/false_positive": 0.13453766171058906, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.0, "time": 0.7376995980739594, "total_loss": 1.5193397892653593} {"data_time": 0.010108527727425098, "eta_seconds": 50164.40312398132, "iteration": 200519, "loss_fcos_cls": 0.23514918400906026, "loss_fcos_ctr": 0.6188866896554828, "loss_fcos_loc": 0.1858739908784628, "loss_mask": 0.25862207682803273, "loss_maskiou": 0.005315454502124339, "loss_sem_seg": 0.23551484337076545, "lr": 0.01, "mask_rcnn/accuracy": 0.9013106050609898, "mask_rcnn/false_negative": 0.08023320556292482, "mask_rcnn/false_positive": 0.11588268856693489, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7411218835040927, "total_loss": 1.5703629642848682} {"data_time": 0.010895179584622383, "eta_seconds": 50149.96337696444, "iteration": 200539, "loss_fcos_cls": 0.22610834485385567, "loss_fcos_ctr": 0.6176995192654431, "loss_fcos_loc": 0.1794497820083052, "loss_mask": 0.24712278600782156, "loss_maskiou": 0.005070572302429355, "loss_sem_seg": 0.24934618710540235, "lr": 0.01, "mask_rcnn/accuracy": 0.9041412323858115, "mask_rcnn/false_negative": 0.08826586893827604, "mask_rcnn/false_positive": 0.10435977177576711, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.7063850751146674, "total_loss": 1.5119105623307405} {"data_time": 0.01104915700852871, "eta_seconds": 50135.523629947565, "iteration": 200559, "loss_fcos_cls": 0.23648646986111999, "loss_fcos_ctr": 0.6186854196712375, "loss_fcos_loc": 0.18717269925400615, "loss_mask": 0.2568512577563524, "loss_maskiou": 0.004817887118406361, "loss_sem_seg": 0.2436644220724702, "lr": 0.01, "mask_rcnn/accuracy": 0.8898437316947445, "mask_rcnn/false_negative": 0.08806051127976225, "mask_rcnn/false_positive": 0.14725278356927635, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.25, "time": 0.7249783407896757, "total_loss": 1.5641155716439243} {"data_time": 0.01015010941773653, "eta_seconds": 50121.08388293069, "iteration": 200579, "loss_fcos_cls": 0.21935638645663857, "loss_fcos_ctr": 0.6165076596662402, "loss_fcos_loc": 0.17591493984218687, "loss_mask": 0.25407796911895275, "loss_maskiou": 0.004569473960145842, "loss_sem_seg": 0.2668278906494379, "lr": 0.01, "mask_rcnn/accuracy": 0.8779204785362421, "mask_rcnn/false_negative": 0.09270001511313793, "mask_rcnn/false_positive": 0.15727691667397867, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7304388443008065, "total_loss": 1.5443172680243151} {"data_time": 0.01015173364430666, "eta_seconds": 50120.82518694736, "iteration": 200599, "loss_fcos_cls": 0.23741743562277406, "loss_fcos_ctr": 0.6186826154589653, "loss_fcos_loc": 0.18715264950878918, "loss_mask": 0.2539028637111187, "loss_maskiou": 0.0050701001164270565, "loss_sem_seg": 0.271185593213886, "lr": 0.01, "mask_rcnn/accuracy": 0.9011490909584775, "mask_rcnn/false_negative": 0.0805172321535563, "mask_rcnn/false_positive": 0.12275810276759105, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.75, "time": 0.7274320712313056, "total_loss": 1.5710164883712423} {"data_time": 0.009449448436498642, "eta_seconds": 50114.05425563827, "iteration": 200619, "loss_fcos_cls": 0.23548347922042012, "loss_fcos_ctr": 0.6184238474816084, "loss_fcos_loc": 0.17982852749992162, "loss_mask": 0.25621339259669185, "loss_maskiou": 0.005708319469704293, "loss_sem_seg": 0.25968967541120946, "lr": 0.01, "mask_rcnn/accuracy": 0.8906270784471593, "mask_rcnn/false_negative": 0.08219272239357785, "mask_rcnn/false_positive": 0.13254763697334176, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.0, "time": 0.7212453680112958, "total_loss": 1.5427520164957969} {"data_time": 0.01163046807050705, "eta_seconds": 50099.60821010545, "iteration": 200639, "loss_fcos_cls": 0.2316876349505037, "loss_fcos_ctr": 0.6178643219172955, "loss_fcos_loc": 0.18194010923616588, "loss_mask": 0.2623796984553337, "loss_maskiou": 0.005067615726147778, "loss_sem_seg": 0.23122389102354646, "lr": 0.01, "mask_rcnn/accuracy": 0.8840448476961635, "mask_rcnn/false_negative": 0.08952011464164257, "mask_rcnn/false_positive": 0.14533826035341013, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7244257424026728, "total_loss": 1.5277708311041351} {"data_time": 0.010183833539485931, "eta_seconds": 50094.73868971318, "iteration": 200659, "loss_fcos_cls": 0.23352352622896433, "loss_fcos_ctr": 0.6208468545228243, "loss_fcos_loc": 0.1907287274952978, "loss_mask": 0.25791401974856853, "loss_maskiou": 0.00516903524112422, "loss_sem_seg": 0.2530159177258611, "lr": 0.01, "mask_rcnn/accuracy": 0.8921358722060253, "mask_rcnn/false_negative": 0.09791049062572128, "mask_rcnn/false_positive": 0.1284634471871378, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.0, "time": 0.7192882420495152, "total_loss": 1.561558226334455} {"data_time": 0.009349100291728973, "eta_seconds": 50104.51564973127, "iteration": 200679, "loss_fcos_cls": 0.23509389674291015, "loss_fcos_ctr": 0.6144915390759706, "loss_fcos_loc": 0.17821013694629073, "loss_mask": 0.2493618712760508, "loss_maskiou": 0.005063891134341247, "loss_sem_seg": 0.2286868217634037, "lr": 0.01, "mask_rcnn/accuracy": 0.8771966485362341, "mask_rcnn/false_negative": 0.1106481404477482, "mask_rcnn/false_positive": 0.11450472824319972, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.75, "time": 0.7297253170982003, "total_loss": 1.5498877102909319} {"data_time": 0.009603369981050491, "eta_seconds": 50103.18741751462, "iteration": 200699, "loss_fcos_cls": 0.22606466757133603, "loss_fcos_ctr": 0.6179579794406891, "loss_fcos_loc": 0.19036401866469532, "loss_mask": 0.2548885359428823, "loss_maskiou": 0.0048416529898531735, "loss_sem_seg": 0.2494921430479735, "lr": 0.01, "mask_rcnn/accuracy": 0.8800214822771213, "mask_rcnn/false_negative": 0.07773718187544801, "mask_rcnn/false_positive": 0.13904755636794663, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.5, "time": 0.7294027600437403, "total_loss": 1.528043443649949} {"data_time": 0.009649981744587421, "eta_seconds": 50094.13640435785, "iteration": 200719, "loss_fcos_cls": 0.22814358188770711, "loss_fcos_ctr": 0.6176410634070635, "loss_fcos_loc": 0.17660189617890865, "loss_mask": 0.24773889081552625, "loss_maskiou": 0.004703993996372446, "loss_sem_seg": 0.23582339007407427, "lr": 0.01, "mask_rcnn/accuracy": 0.8915619627606477, "mask_rcnn/false_negative": 0.09030824555935826, "mask_rcnn/false_positive": 0.13520958370710648, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.75, "time": 0.7180471429601312, "total_loss": 1.5087849389456096} {"data_time": 0.010579937137663364, "eta_seconds": 50067.91992319655, "iteration": 200739, "loss_fcos_cls": 0.23069476708769798, "loss_fcos_ctr": 0.6172223538160324, "loss_fcos_loc": 0.17819030990358442, "loss_mask": 0.24603747390210629, "loss_maskiou": 0.004624801775207743, "loss_sem_seg": 0.25366923841647804, "lr": 0.01, "mask_rcnn/accuracy": 0.8863734138590782, "mask_rcnn/false_negative": 0.08404830354370729, "mask_rcnn/false_positive": 0.11501468922439265, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.0, "time": 0.7116066152229905, "total_loss": 1.5352432894069352} {"data_time": 0.009406903758645058, "eta_seconds": 50074.290537937544, "iteration": 200759, "loss_fcos_cls": 0.23910067253746092, "loss_fcos_ctr": 0.617055032402277, "loss_fcos_loc": 0.18448260938748717, "loss_mask": 0.24753317888826132, "loss_maskiou": 0.005041694566898514, "loss_sem_seg": 0.22917728358879685, "lr": 0.01, "mask_rcnn/accuracy": 0.897306044961165, "mask_rcnn/false_negative": 0.10423637982742984, "mask_rcnn/false_positive": 0.12063268013690805, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.0, "time": 0.7350618150085211, "total_loss": 1.5250184184114914} {"data_time": 0.009627256542444229, "eta_seconds": 50055.02867784724, "iteration": 200779, "loss_fcos_cls": 0.2402261218521744, "loss_fcos_ctr": 0.6179283643141389, "loss_fcos_loc": 0.1820500857429579, "loss_mask": 0.2506764344871044, "loss_maskiou": 0.0055529478850075975, "loss_sem_seg": 0.22229525004513562, "lr": 0.01, "mask_rcnn/accuracy": 0.883405656999642, "mask_rcnn/false_negative": 0.08255866620704633, "mask_rcnn/false_positive": 0.13230018302264318, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.5, "time": 0.7205334864556789, "total_loss": 1.5524903408586397} {"data_time": 0.010023235343396664, "eta_seconds": 50040.56629542634, "iteration": 200799, "loss_fcos_cls": 0.2366583620896563, "loss_fcos_ctr": 0.6177662815898657, "loss_fcos_loc": 0.1880317182512954, "loss_mask": 0.2544308449141681, "loss_maskiou": 0.005625561403576285, "loss_sem_seg": 0.2556271879002452, "lr": 0.01, "mask_rcnn/accuracy": 0.8919710716207387, "mask_rcnn/false_negative": 0.092703451678634, "mask_rcnn/false_positive": 0.13000606145419247, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 20.5, "time": 0.7132692150771618, "total_loss": 1.5688671310599602} {"data_time": 0.010728278197348118, "eta_seconds": 50018.347785997204, "iteration": 200819, "loss_fcos_cls": 0.24889814190100878, "loss_fcos_ctr": 0.618076354265213, "loss_fcos_loc": 0.17934002447873354, "loss_mask": 0.25533507484942675, "loss_maskiou": 0.00520805966516491, "loss_sem_seg": 0.2606592201627791, "lr": 0.01, "mask_rcnn/accuracy": 0.8894752692743764, "mask_rcnn/false_negative": 0.08711091685298816, "mask_rcnn/false_positive": 0.12783302056908796, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.25, "time": 0.7225485872477293, "total_loss": 1.5710244493093342} {"data_time": 0.010580136440694332, "eta_seconds": 50022.213018880226, "iteration": 200839, "loss_fcos_cls": 0.22894433548208326, "loss_fcos_ctr": 0.6190521065145731, "loss_fcos_loc": 0.18509587785229087, "loss_mask": 0.25589933060109615, "loss_maskiou": 0.005955226188234519, "loss_sem_seg": 0.2534650219604373, "lr": 0.01, "mask_rcnn/accuracy": 0.8758971594590217, "mask_rcnn/false_negative": 0.09762194587513753, "mask_rcnn/false_positive": 0.15567542412664467, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7319159144535661, "total_loss": 1.5543304261154844} {"data_time": 0.009935236535966396, "eta_seconds": 50001.97169427853, "iteration": 200859, "loss_fcos_cls": 0.23678903374820948, "loss_fcos_ctr": 0.6176764955744147, "loss_fcos_loc": 0.18886899296194315, "loss_mask": 0.2603247743099928, "loss_maskiou": 0.0054874302877578884, "loss_sem_seg": 0.250257438281551, "lr": 0.01, "mask_rcnn/accuracy": 0.9044805640787783, "mask_rcnn/false_negative": 0.08451598833455573, "mask_rcnn/false_positive": 0.1123432604486565, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.75, "time": 0.7262108763679862, "total_loss": 1.5787626389137586} {"data_time": 0.00890276487916708, "eta_seconds": 49959.957678410225, "iteration": 200879, "loss_fcos_cls": 0.23380950861610472, "loss_fcos_ctr": 0.6176561866886914, "loss_fcos_loc": 0.17950692697195336, "loss_mask": 0.26030189264565706, "loss_maskiou": 0.0048818678624229506, "loss_sem_seg": 0.23332143877632916, "lr": 0.01, "mask_rcnn/accuracy": 0.9003943818906873, "mask_rcnn/false_negative": 0.0789048455339166, "mask_rcnn/false_positive": 0.12355746836576251, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7106768162921071, "total_loss": 1.522423508547945} {"data_time": 0.010158284567296505, "eta_seconds": 49916.510130841285, "iteration": 200899, "loss_fcos_cls": 0.22971684363437817, "loss_fcos_ctr": 0.617822403088212, "loss_fcos_loc": 0.18478218920063227, "loss_mask": 0.2585844723507762, "loss_maskiou": 0.004609666189935524, "loss_sem_seg": 0.24585045501589775, "lr": 0.01, "mask_rcnn/accuracy": 0.8749635140106199, "mask_rcnn/false_negative": 0.096156646084385, "mask_rcnn/false_positive": 0.13921646755827327, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.0, "time": 0.707810121588409, "total_loss": 1.5462957675772486} {"data_time": 0.009452917613089085, "eta_seconds": 49894.422999674454, "iteration": 200919, "loss_fcos_cls": 0.22501406259834766, "loss_fcos_ctr": 0.6182810002937913, "loss_fcos_loc": 0.1785848363651894, "loss_mask": 0.25632248306646943, "loss_maskiou": 0.005436598366941325, "loss_sem_seg": 0.2442942678462714, "lr": 0.01, "mask_rcnn/accuracy": 0.8911440253671563, "mask_rcnn/false_negative": 0.10775597172353674, "mask_rcnn/false_positive": 0.11778924309684508, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.25, "time": 0.7551033413037658, "total_loss": 1.5415992982234457} {"data_time": 0.010276373475790024, "eta_seconds": 49863.222241184674, "iteration": 200939, "loss_fcos_cls": 0.2275518598034978, "loss_fcos_ctr": 0.6199539666995406, "loss_fcos_loc": 0.17913052416406572, "loss_mask": 0.2595619698986411, "loss_maskiou": 0.0050595592765603215, "loss_sem_seg": 0.2392963543534279, "lr": 0.01, "mask_rcnn/accuracy": 0.8855011412459721, "mask_rcnn/false_negative": 0.10544057651169342, "mask_rcnn/false_positive": 0.10607605632204165, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.0, "time": 0.7196347769349813, "total_loss": 1.5315762857426307} {"data_time": 0.009993874467909336, "eta_seconds": 49880.43394264486, "iteration": 200959, "loss_fcos_cls": 0.23687323927879333, "loss_fcos_ctr": 0.6176815708167851, "loss_fcos_loc": 0.1794132178183645, "loss_mask": 0.2531185788102448, "loss_maskiou": 0.005960348651569802, "loss_sem_seg": 0.27454249979928136, "lr": 0.01, "mask_rcnn/accuracy": 0.8829055306027791, "mask_rcnn/false_negative": 0.09798892800925893, "mask_rcnn/false_positive": 0.1419807694366363, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.25, "time": 0.7260111831128597, "total_loss": 1.5340149671319523} {"data_time": 0.01042658369988203, "eta_seconds": 49858.72050680593, "iteration": 200979, "loss_fcos_cls": 0.22964796982705593, "loss_fcos_ctr": 0.6158400818239897, "loss_fcos_loc": 0.17552415700629354, "loss_mask": 0.2581622265279293, "loss_maskiou": 0.005245142645435408, "loss_sem_seg": 0.2779841315932572, "lr": 0.01, "mask_rcnn/accuracy": 0.891251409475867, "mask_rcnn/false_negative": 0.08167600725829446, "mask_rcnn/false_positive": 0.14245745892176553, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.7154654422774911, "total_loss": 1.548942880006507} {"data_time": 0.00911675300449133, "eta_seconds": 49844.27310079709, "iteration": 200999, "loss_fcos_cls": 0.24151191511191428, "loss_fcos_ctr": 0.6178760910406709, "loss_fcos_loc": 0.17983902269043028, "loss_mask": 0.24578373413532972, "loss_maskiou": 0.005027230523410253, "loss_sem_seg": 0.24830927466973662, "lr": 0.01, "mask_rcnn/accuracy": 0.8821452191987906, "mask_rcnn/false_negative": 0.10031301299644935, "mask_rcnn/false_positive": 0.16102172989759486, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.0, "time": 0.7089519966393709, "total_loss": 1.5416701272988576} {"data_time": 0.010978289879858494, "eta_seconds": 49834.66015135497, "iteration": 201019, "loss_fcos_cls": 0.21965082688257098, "loss_fcos_ctr": 0.6174541171640158, "loss_fcos_loc": 0.18057247891556472, "loss_mask": 0.2444917969405651, "loss_maskiou": 0.004513884981861338, "loss_sem_seg": 0.2576308627612889, "lr": 0.01, "mask_rcnn/accuracy": 0.8830449225144603, "mask_rcnn/false_negative": 0.08842861626641477, "mask_rcnn/false_positive": 0.12685323788440686, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 30.75, "time": 0.7162490682676435, "total_loss": 1.5648496048524976} {"data_time": 0.009983844123780727, "eta_seconds": 49822.63589922991, "iteration": 201039, "loss_fcos_cls": 0.2287757326848805, "loss_fcos_ctr": 0.6181724602356553, "loss_fcos_loc": 0.18636452208738774, "loss_mask": 0.2509910436347127, "loss_maskiou": 0.005018258365453221, "loss_sem_seg": 0.27410943573340774, "lr": 0.01, "mask_rcnn/accuracy": 0.8921241386164855, "mask_rcnn/false_negative": 0.097531344659649, "mask_rcnn/false_positive": 0.11554662283341638, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7326660715043545, "total_loss": 1.6021477376343682} {"data_time": 0.010236208327114582, "eta_seconds": 49810.83907205798, "iteration": 201059, "loss_fcos_cls": 0.24531685980036855, "loss_fcos_ctr": 0.6204812889918685, "loss_fcos_loc": 0.1876787298824638, "loss_mask": 0.2623547436669469, "loss_maskiou": 0.005339476287190337, "loss_sem_seg": 0.2732495372183621, "lr": 0.01, "mask_rcnn/accuracy": 0.8861230007419443, "mask_rcnn/false_negative": 0.09459593895323147, "mask_rcnn/false_positive": 0.12145770602982112, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.75, "time": 0.7348959483206272, "total_loss": 1.6013843512555468} {"data_time": 0.009978087618947029, "eta_seconds": 49791.31372829527, "iteration": 201079, "loss_fcos_cls": 0.23372159921564162, "loss_fcos_ctr": 0.615774248726666, "loss_fcos_loc": 0.18190347380004823, "loss_mask": 0.25472541246563196, "loss_maskiou": 0.0053171802865108475, "loss_sem_seg": 0.26142595894634724, "lr": 0.01, "mask_rcnn/accuracy": 0.8940854913393929, "mask_rcnn/false_negative": 0.11075665836854598, "mask_rcnn/false_positive": 0.11835920236965294, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 25.25, "time": 0.691614312119782, "total_loss": 1.5483156457885343} {"data_time": 0.010127468965947628, "eta_seconds": 49776.931592258625, "iteration": 201099, "loss_fcos_cls": 0.23335509235039353, "loss_fcos_ctr": 0.6180682592093945, "loss_fcos_loc": 0.17832819145405665, "loss_mask": 0.2519581178203225, "loss_maskiou": 0.005069495775387622, "loss_sem_seg": 0.2614287710748613, "lr": 0.01, "mask_rcnn/accuracy": 0.9005083338320665, "mask_rcnn/false_negative": 0.09026719159907703, "mask_rcnn/false_positive": 0.10573142859105356, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.75, "time": 0.7202447587624192, "total_loss": 1.5828135870906408} {"data_time": 0.010165736079216003, "eta_seconds": 49767.488230841234, "iteration": 201119, "loss_fcos_cls": 0.23188152437796816, "loss_fcos_ctr": 0.6186551195569336, "loss_fcos_loc": 0.18699001288041472, "loss_mask": 0.24742775550112128, "loss_maskiou": 0.004676585755078122, "loss_sem_seg": 0.23836447205394506, "lr": 0.01, "mask_rcnn/accuracy": 0.8831751478719301, "mask_rcnn/false_negative": 0.09104259758370353, "mask_rcnn/false_positive": 0.1302691367434437, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 43.0, "time": 0.7280936446040869, "total_loss": 1.52931321876531} {"data_time": 0.010607538744807243, "eta_seconds": 49762.09066759795, "iteration": 201139, "loss_fcos_cls": 0.23311822034884244, "loss_fcos_ctr": 0.6180435689166188, "loss_fcos_loc": 0.18477774178609252, "loss_mask": 0.2753018494695425, "loss_maskiou": 0.005102055743918754, "loss_sem_seg": 0.22885051066987216, "lr": 0.01, "mask_rcnn/accuracy": 0.8841477364755426, "mask_rcnn/false_negative": 0.09327680257444664, "mask_rcnn/false_positive": 0.12531412990161775, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.0, "time": 0.7258074823766947, "total_loss": 1.552712381046149} {"data_time": 0.010149480774998665, "eta_seconds": 49747.63775791973, "iteration": 201159, "loss_fcos_cls": 0.22347216354683042, "loss_fcos_ctr": 0.6154464511200786, "loss_fcos_loc": 0.18583469931036234, "loss_mask": 0.2462912481278181, "loss_maskiou": 0.005494838653248735, "loss_sem_seg": 0.28179797786287963, "lr": 0.01, "mask_rcnn/accuracy": 0.8859488681271912, "mask_rcnn/false_negative": 0.09673866533438799, "mask_rcnn/false_positive": 0.1515054013061944, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.75, "time": 0.7365258550271392, "total_loss": 1.5659407947896398} {"data_time": 0.010059170424938202, "eta_seconds": 49759.73569548223, "iteration": 201179, "loss_fcos_cls": 0.23433217394631356, "loss_fcos_ctr": 0.6182592483237386, "loss_fcos_loc": 0.18162751267664135, "loss_mask": 0.25162899028509855, "loss_maskiou": 0.004893371034995653, "loss_sem_seg": 0.28156493371352553, "lr": 0.01, "mask_rcnn/accuracy": 0.8921011339318337, "mask_rcnn/false_negative": 0.07381113603892192, "mask_rcnn/false_positive": 0.11851112320754648, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.75, "time": 0.7283325232565403, "total_loss": 1.573637441644678} {"data_time": 0.010241570882499218, "eta_seconds": 49741.03317961469, "iteration": 201199, "loss_fcos_cls": 0.23692503641359508, "loss_fcos_ctr": 0.6183448601514101, "loss_fcos_loc": 0.18258981592953205, "loss_mask": 0.2675237664952874, "loss_maskiou": 0.005679158588463906, "loss_sem_seg": 0.23232714040204883, "lr": 0.01, "mask_rcnn/accuracy": 0.8860575480192077, "mask_rcnn/false_negative": 0.09328836915311876, "mask_rcnn/false_positive": 0.13884355688114852, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.7176295630633831, "total_loss": 1.5455240470437275} {"data_time": 0.009921313263475895, "eta_seconds": 49730.81444429699, "iteration": 201219, "loss_fcos_cls": 0.22958510974422097, "loss_fcos_ctr": 0.6174588790163398, "loss_fcos_loc": 0.17262220435077325, "loss_mask": 0.24626846332103014, "loss_maskiou": 0.005377126353778294, "loss_sem_seg": 0.2379411708097905, "lr": 0.01, "mask_rcnn/accuracy": 0.8740006419234361, "mask_rcnn/false_negative": 0.09043391958877867, "mask_rcnn/false_positive": 0.14186651563066102, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.25, "time": 0.7325324863195419, "total_loss": 1.5094940666804177} {"data_time": 0.009714250452816486, "eta_seconds": 49712.114394608885, "iteration": 201239, "loss_fcos_cls": 0.2355598274152726, "loss_fcos_ctr": 0.6168909478001297, "loss_fcos_loc": 0.1882377767469734, "loss_mask": 0.2602034294977784, "loss_maskiou": 0.0055539032618980855, "loss_sem_seg": 0.2664772495627403, "lr": 0.01, "mask_rcnn/accuracy": 0.8838563281173714, "mask_rcnn/false_negative": 0.09703130271490562, "mask_rcnn/false_positive": 0.14452558738549598, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.75, "time": 0.7106499755755067, "total_loss": 1.5624741547071608} {"data_time": 0.011049850843846798, "eta_seconds": 49700.78609447181, "iteration": 201259, "loss_fcos_cls": 0.22486039309296757, "loss_fcos_ctr": 0.6158484276384115, "loss_fcos_loc": 0.18569521099561825, "loss_mask": 0.26187466736882925, "loss_maskiou": 0.0048029719037003815, "loss_sem_seg": 0.2390010841190815, "lr": 0.01, "mask_rcnn/accuracy": 0.8988634403036577, "mask_rcnn/false_negative": 0.09455116283989484, "mask_rcnn/false_positive": 0.12248213763083199, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.0, "time": 0.7356765698641539, "total_loss": 1.5478669441363309} {"data_time": 0.010726502165198326, "eta_seconds": 49651.885987596586, "iteration": 201279, "loss_fcos_cls": 0.23294306130264886, "loss_fcos_ctr": 0.6156645016744733, "loss_fcos_loc": 0.1803687084466219, "loss_mask": 0.25431743962690234, "loss_maskiou": 0.005228537484072149, "loss_sem_seg": 0.23755208333022892, "lr": 0.01, "mask_rcnn/accuracy": 0.8869072030726166, "mask_rcnn/false_negative": 0.09777038130748976, "mask_rcnn/false_positive": 0.1530683032819119, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.0, "time": 0.7072588941082358, "total_loss": 1.5535698821695405} {"data_time": 0.009687351994216442, "eta_seconds": 49637.435707191005, "iteration": 201299, "loss_fcos_cls": 0.22261019877623767, "loss_fcos_ctr": 0.61732158344239, "loss_fcos_loc": 0.17748552502598614, "loss_mask": 0.24839143734425306, "loss_maskiou": 0.004459510797460098, "loss_sem_seg": 0.29205860663205385, "lr": 0.01, "mask_rcnn/accuracy": 0.8916153716725439, "mask_rcnn/false_negative": 0.08189611881350586, "mask_rcnn/false_positive": 0.14563684621872972, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.7189684128388762, "total_loss": 1.5705329790507676} {"data_time": 0.009946553036570549, "eta_seconds": 49618.225725283846, "iteration": 201319, "loss_fcos_cls": 0.2352777736959979, "loss_fcos_ctr": 0.6164346458390355, "loss_fcos_loc": 0.17593471193686128, "loss_mask": 0.25296338088810444, "loss_maskiou": 0.00498956254159566, "loss_sem_seg": 0.2505707028321922, "lr": 0.01, "mask_rcnn/accuracy": 0.8918168253579305, "mask_rcnn/false_negative": 0.09692335706639504, "mask_rcnn/false_positive": 0.1407763205624426, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7091761901974678, "total_loss": 1.538720977572666} {"data_time": 0.010706695728003979, "eta_seconds": 49637.36090025678, "iteration": 201339, "loss_fcos_cls": 0.23445302643813193, "loss_fcos_ctr": 0.6185093089006841, "loss_fcos_loc": 0.18648651207331568, "loss_mask": 0.2562846662476659, "loss_maskiou": 0.005154023900104221, "loss_sem_seg": 0.23769493028521538, "lr": 0.01, "mask_rcnn/accuracy": 0.8852327280500112, "mask_rcnn/false_negative": 0.09065818359985942, "mask_rcnn/false_positive": 0.1456509041934597, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7200110936537385, "total_loss": 1.5458173779770732} {"data_time": 0.009188924916088581, "eta_seconds": 49637.62606165465, "iteration": 201359, "loss_fcos_cls": 0.2371475116815418, "loss_fcos_ctr": 0.6196917844936252, "loss_fcos_loc": 0.18994293338619173, "loss_mask": 0.27107693953439593, "loss_maskiou": 0.005608007253613323, "loss_sem_seg": 0.24597762105986476, "lr": 0.01, "mask_rcnn/accuracy": 0.8894357975628269, "mask_rcnn/false_negative": 0.11205769544077697, "mask_rcnn/false_positive": 0.14692163252424423, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.75, "time": 0.7455005897209048, "total_loss": 1.6000064919207944} {"data_time": 0.010096738114953041, "eta_seconds": 49614.02427355945, "iteration": 201379, "loss_fcos_cls": 0.23455390555318445, "loss_fcos_ctr": 0.6164496308192611, "loss_fcos_loc": 0.17707717511802912, "loss_mask": 0.2573052793741226, "loss_maskiou": 0.005467392998980358, "loss_sem_seg": 0.2502516470849514, "lr": 0.01, "mask_rcnn/accuracy": 0.8987795589934087, "mask_rcnn/false_negative": 0.09120226917763154, "mask_rcnn/false_positive": 0.1252414992340755, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7095585968345404, "total_loss": 1.5690479088952998} {"data_time": 0.009286097250878811, "eta_seconds": 49600.66881396342, "iteration": 201399, "loss_fcos_cls": 0.2376815634779632, "loss_fcos_ctr": 0.6189080337062478, "loss_fcos_loc": 0.1801369758322835, "loss_mask": 0.2605273937806487, "loss_maskiou": 0.005182433866139036, "loss_sem_seg": 0.262583319330588, "lr": 0.01, "mask_rcnn/accuracy": 0.8971805150631682, "mask_rcnn/false_negative": 0.10240168226237814, "mask_rcnn/false_positive": 0.11246655559176685, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.5, "time": 0.7219402771443129, "total_loss": 1.562977643989143} {"data_time": 0.009924513287842274, "eta_seconds": 49585.103666588664, "iteration": 201419, "loss_fcos_cls": 0.2407596472185105, "loss_fcos_ctr": 0.6161857219412923, "loss_fcos_loc": 0.18673207086976618, "loss_mask": 0.26000742614269257, "loss_maskiou": 0.0051693768400582485, "loss_sem_seg": 0.24311478808522224, "lr": 0.01, "mask_rcnn/accuracy": 0.8836102000323939, "mask_rcnn/false_negative": 0.09898102179013797, "mask_rcnn/false_positive": 0.1285402730299351, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.25, "time": 0.7236505094915628, "total_loss": 1.5698811994225252} {"data_time": 0.009837806224822998, "eta_seconds": 49593.966348707676, "iteration": 201439, "loss_fcos_cls": 0.24059945484623313, "loss_fcos_ctr": 0.6144828540273011, "loss_fcos_loc": 0.18165821209549904, "loss_mask": 0.25469806138426065, "loss_maskiou": 0.005164891597814858, "loss_sem_seg": 0.24089716677553952, "lr": 0.01, "mask_rcnn/accuracy": 0.8831775664811379, "mask_rcnn/false_negative": 0.09468704665085169, "mask_rcnn/false_positive": 0.1320716981204283, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7351651340723038, "total_loss": 1.5132847602144466} {"data_time": 0.009828530251979828, "eta_seconds": 49597.67808102071, "iteration": 201459, "loss_fcos_cls": 0.2263258947059512, "loss_fcos_ctr": 0.616112313233316, "loss_fcos_loc": 0.17641178017947823, "loss_mask": 0.2620606031268835, "loss_maskiou": 0.00531243523437297, "loss_sem_seg": 0.23774312622845173, "lr": 0.01, "mask_rcnn/accuracy": 0.8763554821519819, "mask_rcnn/false_negative": 0.10379793767730529, "mask_rcnn/false_positive": 0.12534625761044213, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.0, "time": 0.7286263983696699, "total_loss": 1.5303838942782022} {"data_time": 0.009844900108873844, "eta_seconds": 49565.03213459253, "iteration": 201479, "loss_fcos_cls": 0.23366378503851593, "loss_fcos_ctr": 0.6162818623706698, "loss_fcos_loc": 0.1822215581778437, "loss_mask": 0.2609002683311701, "loss_maskiou": 0.005883551901206374, "loss_sem_seg": 0.21993460645899177, "lr": 0.01, "mask_rcnn/accuracy": 0.8880580952804534, "mask_rcnn/false_negative": 0.0848473136699239, "mask_rcnn/false_positive": 0.1113642066735669, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.0, "time": 0.7152576465159655, "total_loss": 1.501315515328315} {"data_time": 0.010191712528467178, "eta_seconds": 49528.365686000325, "iteration": 201499, "loss_fcos_cls": 0.22343015758087859, "loss_fcos_ctr": 0.6201462484896183, "loss_fcos_loc": 0.1877706442028284, "loss_mask": 0.24768813233822584, "loss_maskiou": 0.00519927450659452, "loss_sem_seg": 0.2528939915355295, "lr": 0.01, "mask_rcnn/accuracy": 0.9010076530612245, "mask_rcnn/false_negative": 0.09617789256753387, "mask_rcnn/false_positive": 0.09394613676900401, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.0, "time": 0.7142355712130666, "total_loss": 1.553146231923165} {"data_time": 0.010411799885332584, "eta_seconds": 49509.74291457329, "iteration": 201519, "loss_fcos_cls": 0.23897100938484073, "loss_fcos_ctr": 0.6172626428306103, "loss_fcos_loc": 0.1737679964862764, "loss_mask": 0.25623870454728603, "loss_maskiou": 0.00527250374580035, "loss_sem_seg": 0.2769689781125635, "lr": 0.01, "mask_rcnn/accuracy": 0.891640373254565, "mask_rcnn/false_negative": 0.08176304779807318, "mask_rcnn/false_positive": 0.11953134756869326, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.25, "time": 0.7258807066828012, "total_loss": 1.5797340910903586} {"data_time": 0.010982941836118698, "eta_seconds": 49508.16797879059, "iteration": 201539, "loss_fcos_cls": 0.2400108554866165, "loss_fcos_ctr": 0.6208445113152266, "loss_fcos_loc": 0.1932563689770177, "loss_mask": 0.26298187766224146, "loss_maskiou": 0.005244198235232034, "loss_sem_seg": 0.23377126781269908, "lr": 0.01, "mask_rcnn/accuracy": 0.9047153362988131, "mask_rcnn/false_negative": 0.08715641578346214, "mask_rcnn/false_positive": 0.1022552118313527, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.732014587149024, "total_loss": 1.5624576828995487} {"data_time": 0.010418650694191456, "eta_seconds": 49507.16370636225, "iteration": 201559, "loss_fcos_cls": 0.22458411986008286, "loss_fcos_ctr": 0.6160505525767803, "loss_fcos_loc": 0.1813903433503583, "loss_mask": 0.25300500076264143, "loss_maskiou": 0.004936933102726471, "loss_sem_seg": 0.2528020943282172, "lr": 0.01, "mask_rcnn/accuracy": 0.8956017042233559, "mask_rcnn/false_negative": 0.09506956875072003, "mask_rcnn/false_positive": 0.11007606040431789, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.0, "time": 0.7304718708619475, "total_loss": 1.5251923248870298} {"data_time": 0.009911474771797657, "eta_seconds": 49492.696599304676, "iteration": 201579, "loss_fcos_cls": 0.24080388026777655, "loss_fcos_ctr": 0.6202195044606924, "loss_fcos_loc": 0.19124648766592145, "loss_mask": 0.26824367977678776, "loss_maskiou": 0.0056893000728450716, "loss_sem_seg": 0.26125284377485514, "lr": 0.01, "mask_rcnn/accuracy": 0.8741982001133787, "mask_rcnn/false_negative": 0.1058731366621668, "mask_rcnn/false_positive": 0.12039036735265055, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.75, "time": 0.732522651553154, "total_loss": 1.5444245567596226} {"data_time": 0.009329685010015965, "eta_seconds": 49478.229492247105, "iteration": 201599, "loss_fcos_cls": 0.231311337382067, "loss_fcos_ctr": 0.6179403271526098, "loss_fcos_loc": 0.1894683400169015, "loss_mask": 0.2599646681919694, "loss_maskiou": 0.0051866812209482305, "loss_sem_seg": 0.2278711823746562, "lr": 0.01, "mask_rcnn/accuracy": 0.8747722303206997, "mask_rcnn/false_negative": 0.09277251471769205, "mask_rcnn/false_positive": 0.15548001669883754, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.5, "time": 0.7294248174875975, "total_loss": 1.5364615433845756} {"data_time": 0.009862626902759075, "eta_seconds": 49472.4372696802, "iteration": 201619, "loss_fcos_cls": 0.23325875075533986, "loss_fcos_ctr": 0.6195699211675674, "loss_fcos_loc": 0.19272966030985117, "loss_mask": 0.265662828925997, "loss_maskiou": 0.00614106720968266, "loss_sem_seg": 0.2733962396159768, "lr": 0.01, "mask_rcnn/accuracy": 0.870851290038118, "mask_rcnn/false_negative": 0.11317906560038363, "mask_rcnn/false_positive": 0.13409431100611666, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7260713102295995, "total_loss": 1.5627504993462935} {"data_time": 0.01064055785536766, "eta_seconds": 49427.14130685199, "iteration": 201639, "loss_fcos_cls": 0.23040681862039492, "loss_fcos_ctr": 0.6203799741342664, "loss_fcos_loc": 0.18476020370144397, "loss_mask": 0.2572223646566272, "loss_maskiou": 0.004476113503187662, "loss_sem_seg": 0.2745959199965, "lr": 0.01, "mask_rcnn/accuracy": 0.8897615193055244, "mask_rcnn/false_negative": 0.08983103277020243, "mask_rcnn/false_positive": 0.13994523266591455, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7105475468561053, "total_loss": 1.5853357795785996} {"data_time": 0.00930945947766304, "eta_seconds": 49430.05874445755, "iteration": 201659, "loss_fcos_cls": 0.24607920536072925, "loss_fcos_ctr": 0.6183494944125414, "loss_fcos_loc": 0.18230932881124318, "loss_mask": 0.2490734290331602, "loss_maskiou": 0.005016329814679921, "loss_sem_seg": 0.2469030017964542, "lr": 0.01, "mask_rcnn/accuracy": 0.9021553732734311, "mask_rcnn/false_negative": 0.09799744977362612, "mask_rcnn/false_positive": 0.10663647078047925, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.5, "time": 0.7348439283668995, "total_loss": 1.5506997861157288} {"data_time": 0.010691474191844463, "eta_seconds": 49440.70175656397, "iteration": 201679, "loss_fcos_cls": 0.2251366637647152, "loss_fcos_ctr": 0.617998892441392, "loss_fcos_loc": 0.17645273846574128, "loss_mask": 0.2550096530467272, "loss_maskiou": 0.005199728679144755, "loss_sem_seg": 0.2552260817028582, "lr": 0.01, "mask_rcnn/accuracy": 0.8855725623582766, "mask_rcnn/false_negative": 0.10454231250175479, "mask_rcnn/false_positive": 0.11734876366168735, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.744602027349174, "total_loss": 1.5506404183906852} {"data_time": 0.010443462058901787, "eta_seconds": 49385.56806068681, "iteration": 201699, "loss_fcos_cls": 0.22787590138614178, "loss_fcos_ctr": 0.616796042304486, "loss_fcos_loc": 0.1787401216570288, "loss_mask": 0.25478374119848013, "loss_maskiou": 0.00526242348132655, "loss_sem_seg": 0.254940012935549, "lr": 0.01, "mask_rcnn/accuracy": 0.8736368424233079, "mask_rcnn/false_negative": 0.09637654153621988, "mask_rcnn/false_positive": 0.14564658802647773, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7087989086285233, "total_loss": 1.525840377966233} {"data_time": 0.009850413538515568, "eta_seconds": 49415.11142781377, "iteration": 201719, "loss_fcos_cls": 0.24175039178226143, "loss_fcos_ctr": 0.6183849601075053, "loss_fcos_loc": 0.1838835715316236, "loss_mask": 0.2631588540971279, "loss_maskiou": 0.006117454162449576, "loss_sem_seg": 0.2617109902203083, "lr": 0.01, "mask_rcnn/accuracy": 0.9131855867346939, "mask_rcnn/false_negative": 0.06869420450087443, "mask_rcnn/false_positive": 0.09989566905838909, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.0, "time": 0.7347812494263053, "total_loss": 1.5973875612289703} {"data_time": 0.009871993213891983, "eta_seconds": 49411.33672099933, "iteration": 201739, "loss_fcos_cls": 0.23308619624003768, "loss_fcos_ctr": 0.6166015062481165, "loss_fcos_loc": 0.18442193185910583, "loss_mask": 0.2546691447496414, "loss_maskiou": 0.005434902384877205, "loss_sem_seg": 0.24854948045685887, "lr": 0.01, "mask_rcnn/accuracy": 0.8897240416436845, "mask_rcnn/false_negative": 0.09265090836118361, "mask_rcnn/false_positive": 0.12517283469297533, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 34.25, "time": 0.7268243096768856, "total_loss": 1.5159633047733223} {"data_time": 0.009519071318209171, "eta_seconds": 49386.163338929415, "iteration": 201759, "loss_fcos_cls": 0.23300396418198943, "loss_fcos_ctr": 0.6199215389788151, "loss_fcos_loc": 0.18613988836295903, "loss_mask": 0.2618158766999841, "loss_maskiou": 0.005699792018276639, "loss_sem_seg": 0.259701085742563, "lr": 0.01, "mask_rcnn/accuracy": 0.8895709520071764, "mask_rcnn/false_negative": 0.08528002270562278, "mask_rcnn/false_positive": 0.12396128677272802, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 26.25, "time": 0.7213869513943791, "total_loss": 1.5819219445329509} {"data_time": 0.00978475995361805, "eta_seconds": 49393.04779236112, "iteration": 201779, "loss_fcos_cls": 0.237134606577456, "loss_fcos_ctr": 0.620843312703073, "loss_fcos_loc": 0.18877898820210248, "loss_mask": 0.24413561820983887, "loss_maskiou": 0.004897128164884634, "loss_sem_seg": 0.2360460478812456, "lr": 0.01, "mask_rcnn/accuracy": 0.8937060350455972, "mask_rcnn/false_negative": 0.1025230973211825, "mask_rcnn/false_positive": 0.11016158839709264, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.75, "time": 0.7360029276460409, "total_loss": 1.5417936458616168} {"data_time": 0.009645245969295502, "eta_seconds": 49392.73625275027, "iteration": 201799, "loss_fcos_cls": 0.23405549488961697, "loss_fcos_ctr": 0.6187331397086382, "loss_fcos_loc": 0.18378451169701293, "loss_mask": 0.2672441112808883, "loss_maskiou": 0.005589805718045682, "loss_sem_seg": 0.25123645504936576, "lr": 0.01, "mask_rcnn/accuracy": 0.8833812582050364, "mask_rcnn/false_negative": 0.08862476469279079, "mask_rcnn/false_positive": 0.1571978871040941, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.25, "time": 0.7227178728207946, "total_loss": 1.5440508053561643} {"data_time": 0.009458312764763832, "eta_seconds": 49389.223444336094, "iteration": 201819, "loss_fcos_cls": 0.22264074091799557, "loss_fcos_ctr": 0.6153325568884611, "loss_fcos_loc": 0.17305298428982496, "loss_mask": 0.25290078576654196, "loss_maskiou": 0.005034181944211014, "loss_sem_seg": 0.24011174822226167, "lr": 0.01, "mask_rcnn/accuracy": 0.9022741537091027, "mask_rcnn/false_negative": 0.07897748667990384, "mask_rcnn/false_positive": 0.1421744348745262, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.5, "time": 0.7283358052372932, "total_loss": 1.5085300182763604} {"data_time": 0.011030085384845734, "eta_seconds": 49374.73576494027, "iteration": 201839, "loss_fcos_cls": 0.22775473888032138, "loss_fcos_ctr": 0.6182781802490354, "loss_fcos_loc": 0.18258209514897317, "loss_mask": 0.26386152673512697, "loss_maskiou": 0.00524881221645046, "loss_sem_seg": 0.2542551592923701, "lr": 0.01, "mask_rcnn/accuracy": 0.8848596682133618, "mask_rcnn/false_negative": 0.08710719734293715, "mask_rcnn/false_positive": 0.11637900169312548, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7257068762555718, "total_loss": 1.5625537059167982} {"data_time": 0.010698752477765083, "eta_seconds": 49328.7636259608, "iteration": 201859, "loss_fcos_cls": 0.22790456120856106, "loss_fcos_ctr": 0.61809914233163, "loss_fcos_loc": 0.19010080466978252, "loss_mask": 0.2578830933198333, "loss_maskiou": 0.005008286927477457, "loss_sem_seg": 0.23657321161590517, "lr": 0.01, "mask_rcnn/accuracy": 0.886988950191288, "mask_rcnn/false_negative": 0.08735009792298051, "mask_rcnn/false_positive": 0.132903002580798, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.25, "time": 0.7209418602287769, "total_loss": 1.5623451547144214} {"data_time": 0.010286831296980381, "eta_seconds": 49355.350964343175, "iteration": 201879, "loss_fcos_cls": 0.23515940504148602, "loss_fcos_ctr": 0.617444634437561, "loss_fcos_loc": 0.1842737179249525, "loss_mask": 0.2515880726277828, "loss_maskiou": 0.005322354925738182, "loss_sem_seg": 0.25367723125964403, "lr": 0.01, "mask_rcnn/accuracy": 0.8881101268632453, "mask_rcnn/false_negative": 0.09734786716508118, "mask_rcnn/false_positive": 0.11155529832450209, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7225031713023782, "total_loss": 1.5555550691933604} {"data_time": 0.010296948254108429, "eta_seconds": 49320.313947721384, "iteration": 201899, "loss_fcos_cls": 0.22056218946818262, "loss_fcos_ctr": 0.6163378469645977, "loss_fcos_loc": 0.18014234583824873, "loss_mask": 0.26046530064195395, "loss_maskiou": 0.005823080498885247, "loss_sem_seg": 0.23454692121595144, "lr": 0.01, "mask_rcnn/accuracy": 0.8892817860839988, "mask_rcnn/false_negative": 0.09533818888319454, "mask_rcnn/false_positive": 0.13348352513220407, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.0, "time": 0.7046996662393212, "total_loss": 1.5118984405416995} {"data_time": 0.010357108898460865, "eta_seconds": 49305.82948671561, "iteration": 201919, "loss_fcos_cls": 0.2523815294262022, "loss_fcos_ctr": 0.61880460428074, "loss_fcos_loc": 0.19143991451710463, "loss_mask": 0.2712617963552475, "loss_maskiou": 0.0060416786291170865, "loss_sem_seg": 0.2237001350731589, "lr": 0.01, "mask_rcnn/accuracy": 0.8830964368619648, "mask_rcnn/false_negative": 0.09439792909670344, "mask_rcnn/false_positive": 0.14416698119877708, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.5, "time": 0.7355036363005638, "total_loss": 1.5709083133988315} {"data_time": 0.00990644283592701, "eta_seconds": 49302.297367961146, "iteration": 201939, "loss_fcos_cls": 0.22789663754520006, "loss_fcos_ctr": 0.6192197008058429, "loss_fcos_loc": 0.18155215156730264, "loss_mask": 0.25764709152281284, "loss_maskiou": 0.0053732241212856025, "loss_sem_seg": 0.235438771545887, "lr": 0.01, "mask_rcnn/accuracy": 0.89048802510695, "mask_rcnn/false_negative": 0.09341047450667089, "mask_rcnn/false_positive": 0.13506533770161575, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.7240789169445634, "total_loss": 1.516667384756147} {"data_time": 0.010023649781942368, "eta_seconds": 49280.26425649598, "iteration": 201959, "loss_fcos_cls": 0.22745779482647777, "loss_fcos_ctr": 0.6151965958997607, "loss_fcos_loc": 0.17685445887036622, "loss_mask": 0.25332500552758574, "loss_maskiou": 0.0047830903276917525, "loss_sem_seg": 0.24885443225502968, "lr": 0.01, "mask_rcnn/accuracy": 0.8842760891445591, "mask_rcnn/false_negative": 0.0985268741127012, "mask_rcnn/false_positive": 0.15333464689554177, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.5, "time": 0.7268322920426726, "total_loss": 1.528963907607249} {"data_time": 0.011217784136533737, "eta_seconds": 49295.979398733005, "iteration": 201979, "loss_fcos_cls": 0.23749804869294167, "loss_fcos_ctr": 0.6156414682045579, "loss_fcos_loc": 0.17844094429165125, "loss_mask": 0.2546758456155658, "loss_maskiou": 0.0055094683048082516, "loss_sem_seg": 0.24494488816708326, "lr": 0.01, "mask_rcnn/accuracy": 0.8733584171253701, "mask_rcnn/false_negative": 0.09493361847349277, "mask_rcnn/false_positive": 0.11022665400012581, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 22.0, "time": 0.7295581251382828, "total_loss": 1.5545679220522288} {"data_time": 0.010736064054071903, "eta_seconds": 49282.36149331648, "iteration": 201999, "loss_fcos_cls": 0.22717889014165848, "loss_fcos_ctr": 0.6170369414612651, "loss_fcos_loc": 0.1810335328336805, "loss_mask": 0.26269340608268976, "loss_maskiou": 0.005443584588647354, "loss_sem_seg": 0.25046790670603514, "lr": 0.01, "mask_rcnn/accuracy": 0.8960668895936753, "mask_rcnn/false_negative": 0.07466684853093702, "mask_rcnn/false_positive": 0.13431866195182174, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 34.5, "time": 0.7208624603226781, "total_loss": 1.5627300036903762} {"data_time": 0.009946046397089958, "eta_seconds": 49274.0392678529, "iteration": 202019, "loss_fcos_cls": 0.2401093333028257, "loss_fcos_ctr": 0.6155347675085068, "loss_fcos_loc": 0.17804601264651865, "loss_mask": 0.23650711961090565, "loss_maskiou": 0.0047506042901659384, "loss_sem_seg": 0.273405727930367, "lr": 0.01, "mask_rcnn/accuracy": 0.8980669104223399, "mask_rcnn/false_negative": 0.09647801346371064, "mask_rcnn/false_positive": 0.11141156661615786, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.75, "time": 0.7355623096227646, "total_loss": 1.5634717333959998} {"data_time": 0.010342458263039589, "eta_seconds": 49251.66488670278, "iteration": 202039, "loss_fcos_cls": 0.23494716628920287, "loss_fcos_ctr": 0.6175200957804918, "loss_fcos_loc": 0.1873296444537118, "loss_mask": 0.23551222262904048, "loss_maskiou": 0.004665440123062581, "loss_sem_seg": 0.2719868300482631, "lr": 0.01, "mask_rcnn/accuracy": 0.9047897723445815, "mask_rcnn/false_negative": 0.08621704820204633, "mask_rcnn/false_positive": 0.11267306307424685, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.0, "time": 0.7132807411253452, "total_loss": 1.5846204082045006} {"data_time": 0.010073626413941383, "eta_seconds": 49215.3712915862, "iteration": 202059, "loss_fcos_cls": 0.24216324370354414, "loss_fcos_ctr": 0.6160217728465796, "loss_fcos_loc": 0.18254557566251606, "loss_mask": 0.2575576454401016, "loss_maskiou": 0.005091874430945609, "loss_sem_seg": 0.2807865559589118, "lr": 0.01, "mask_rcnn/accuracy": 0.8930550897980476, "mask_rcnn/false_negative": 0.09862322224359196, "mask_rcnn/false_positive": 0.1031709505585319, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.0, "time": 0.7116905553266406, "total_loss": 1.6020709261381398} {"data_time": 0.009987859055399895, "eta_seconds": 49213.35460368078, "iteration": 202079, "loss_fcos_cls": 0.22496114170644432, "loss_fcos_ctr": 0.6166040059179068, "loss_fcos_loc": 0.1813572321261745, "loss_mask": 0.25583883514627814, "loss_maskiou": 0.005004735256079584, "loss_sem_seg": 0.23135246825404465, "lr": 0.01, "mask_rcnn/accuracy": 0.8830066218857673, "mask_rcnn/false_negative": 0.09490133513891717, "mask_rcnn/false_positive": 0.12840667243540332, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 37.0, "time": 0.7202326403930783, "total_loss": 1.5069888556172373} {"data_time": 0.010729387402534485, "eta_seconds": 49206.618221892975, "iteration": 202099, "loss_fcos_cls": 0.23044212069362402, "loss_fcos_ctr": 0.6154016191139817, "loss_fcos_loc": 0.1776974988169968, "loss_mask": 0.24711993616074324, "loss_maskiou": 0.004979697438102448, "loss_sem_seg": 0.23937030672095716, "lr": 0.01, "mask_rcnn/accuracy": 0.8874565783760313, "mask_rcnn/false_negative": 0.08662918781279058, "mask_rcnn/false_positive": 0.1307662122635454, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.75, "time": 0.7232384420931339, "total_loss": 1.5186575912957778} {"data_time": 0.010626392439007759, "eta_seconds": 49203.29780474771, "iteration": 202119, "loss_fcos_cls": 0.2273055820260197, "loss_fcos_ctr": 0.616114703938365, "loss_fcos_loc": 0.17776217439677566, "loss_mask": 0.25805190671235323, "loss_maskiou": 0.00482581538381055, "loss_sem_seg": 0.2681953889550641, "lr": 0.01, "mask_rcnn/accuracy": 0.8955364119586058, "mask_rcnn/false_negative": 0.09574911483939004, "mask_rcnn/false_positive": 0.11883382390084285, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7400627881288528, "total_loss": 1.5558656693101511} {"data_time": 0.010307802818715572, "eta_seconds": 49188.80087694619, "iteration": 202139, "loss_fcos_cls": 0.2391082061221823, "loss_fcos_ctr": 0.6190431052818894, "loss_fcos_loc": 0.19320677581708878, "loss_mask": 0.24322375748306513, "loss_maskiou": 0.005012659083149629, "loss_sem_seg": 0.25983350817114115, "lr": 0.01, "mask_rcnn/accuracy": 0.8988603593611357, "mask_rcnn/false_negative": 0.08245663370240681, "mask_rcnn/false_positive": 0.10629567779121636, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7336450228467584, "total_loss": 1.5867701348397532} {"data_time": 0.009305928833782673, "eta_seconds": 49166.40470093209, "iteration": 202159, "loss_fcos_cls": 0.24725725594908, "loss_fcos_ctr": 0.6189487283118069, "loss_fcos_loc": 0.1824930056463927, "loss_mask": 0.25900252908468246, "loss_maskiou": 0.005201291685807519, "loss_sem_seg": 0.23584702122025192, "lr": 0.01, "mask_rcnn/accuracy": 0.8773016248753023, "mask_rcnn/false_negative": 0.07883681054893493, "mask_rcnn/false_positive": 0.15171894711593048, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 33.0, "time": 0.7199389794841409, "total_loss": 1.548890669218963} {"data_time": 0.01002019364386797, "eta_seconds": 49132.68435211759, "iteration": 202179, "loss_fcos_cls": 0.23381135426461697, "loss_fcos_ctr": 0.6189404400065541, "loss_fcos_loc": 0.19428092887392268, "loss_mask": 0.2648368151858449, "loss_maskiou": 0.005983616094454192, "loss_sem_seg": 0.2558133224956691, "lr": 0.01, "mask_rcnn/accuracy": 0.8791374362244898, "mask_rcnn/false_negative": 0.09669150525708842, "mask_rcnn/false_positive": 0.14462146223545347, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.722028031013906, "total_loss": 1.5939561722698272} {"data_time": 0.009692886844277382, "eta_seconds": 49137.415502836, "iteration": 202199, "loss_fcos_cls": 0.23296538193244487, "loss_fcos_ctr": 0.6173117095604539, "loss_fcos_loc": 0.18641782249324024, "loss_mask": 0.2567162378691137, "loss_maskiou": 0.005176313439733349, "loss_sem_seg": 0.28754664631560445, "lr": 0.01, "mask_rcnn/accuracy": 0.8948062635192326, "mask_rcnn/false_negative": 0.08018583149916553, "mask_rcnn/false_positive": 0.13204416126874444, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.75, "time": 0.731845767237246, "total_loss": 1.6085762763141247} {"data_time": 0.010996580123901367, "eta_seconds": 49091.95325714722, "iteration": 202219, "loss_fcos_cls": 0.23450206429697573, "loss_fcos_ctr": 0.6187848383560777, "loss_fcos_loc": 0.18360158760333434, "loss_mask": 0.2529997080564499, "loss_maskiou": 0.004821136713871965, "loss_sem_seg": 0.2772319600917399, "lr": 0.01, "mask_rcnn/accuracy": 0.9084838758873115, "mask_rcnn/false_negative": 0.10225838565387385, "mask_rcnn/false_positive": 0.09001238384294923, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.0, "time": 0.7176979221403599, "total_loss": 1.588021516930894} {"data_time": 0.009770967066287994, "eta_seconds": 49105.162771294825, "iteration": 202239, "loss_fcos_cls": 0.22960117657203227, "loss_fcos_ctr": 0.6178027801215649, "loss_fcos_loc": 0.18338687857612967, "loss_mask": 0.25307405507192016, "loss_maskiou": 0.004635650482669007, "loss_sem_seg": 0.25085785856936127, "lr": 0.01, "mask_rcnn/accuracy": 0.8777523940610727, "mask_rcnn/false_negative": 0.08516120452521392, "mask_rcnn/false_positive": 0.15413221994337767, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.75, "time": 0.7268891194835305, "total_loss": 1.539048064070812} {"data_time": 0.009767143055796623, "eta_seconds": 49090.66913549509, "iteration": 202259, "loss_fcos_cls": 0.23561804508790374, "loss_fcos_ctr": 0.6188174430280924, "loss_fcos_loc": 0.18389733869116753, "loss_mask": 0.2568107107654214, "loss_maskiou": 0.004957456971169449, "loss_sem_seg": 0.2780613750219345, "lr": 0.01, "mask_rcnn/accuracy": 0.9036147554259799, "mask_rcnn/false_negative": 0.08177053670451959, "mask_rcnn/false_positive": 0.10184221977435726, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.5, "time": 0.7382761491462588, "total_loss": 1.5854616723008803} {"data_time": 0.010089839808642864, "eta_seconds": 49091.04894203227, "iteration": 202279, "loss_fcos_cls": 0.2354983703698963, "loss_fcos_ctr": 0.6169461430981755, "loss_fcos_loc": 0.18743532488588244, "loss_mask": 0.2632483299821615, "loss_maskiou": 0.0052267331193434075, "loss_sem_seg": 0.2689291280694306, "lr": 0.01, "mask_rcnn/accuracy": 0.8958043744742392, "mask_rcnn/false_negative": 0.08798931476403632, "mask_rcnn/false_positive": 0.13019715310402466, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.75, "time": 0.7339759925380349, "total_loss": 1.566864097949292} {"data_time": 0.010035145096480846, "eta_seconds": 49080.244153501466, "iteration": 202299, "loss_fcos_cls": 0.24460443365387619, "loss_fcos_ctr": 0.614810410887003, "loss_fcos_loc": 0.18216347973793745, "loss_mask": 0.26395748648792505, "loss_maskiou": 0.005601160184596665, "loss_sem_seg": 0.29116962337866426, "lr": 0.01, "mask_rcnn/accuracy": 0.8755989265316788, "mask_rcnn/false_negative": 0.09206784582831073, "mask_rcnn/false_positive": 0.13271480828313106, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.75, "time": 0.724771399050951, "total_loss": 1.5864481573771627} {"data_time": 0.010199564509093761, "eta_seconds": 49087.22341237124, "iteration": 202319, "loss_fcos_cls": 0.23362366063520312, "loss_fcos_ctr": 0.6189580042846501, "loss_fcos_loc": 0.1845403432380408, "loss_mask": 0.2608320154249668, "loss_maskiou": 0.005083660551463254, "loss_sem_seg": 0.2714377548545599, "lr": 0.01, "mask_rcnn/accuracy": 0.8978698013296227, "mask_rcnn/false_negative": 0.08089730165532763, "mask_rcnn/false_positive": 0.14085490683857604, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.75, "time": 0.7244521006941795, "total_loss": 1.5699278863685322} {"data_time": 0.010403619147837162, "eta_seconds": 49047.788135570474, "iteration": 202339, "loss_fcos_cls": 0.23649794422090054, "loss_fcos_ctr": 0.6178220696747303, "loss_fcos_loc": 0.1775864475639537, "loss_mask": 0.24224213231354952, "loss_maskiou": 0.004956085846060887, "loss_sem_seg": 0.26951831486076117, "lr": 0.01, "mask_rcnn/accuracy": 0.8945394968332161, "mask_rcnn/false_negative": 0.09911269466156822, "mask_rcnn/false_positive": 0.11993317202129986, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.0, "time": 0.7221689131110907, "total_loss": 1.551105651189573} {"data_time": 0.00985250249505043, "eta_seconds": 49021.45871045161, "iteration": 202359, "loss_fcos_cls": 0.2286490797996521, "loss_fcos_ctr": 0.6183085609227419, "loss_fcos_loc": 0.17966113332659006, "loss_mask": 0.2585514020174742, "loss_maskiou": 0.005376049935875926, "loss_sem_seg": 0.2767681423574686, "lr": 0.01, "mask_rcnn/accuracy": 0.8908821893748733, "mask_rcnn/false_negative": 0.09215491188623492, "mask_rcnn/false_positive": 0.12870363295983378, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.7106005866080523, "total_loss": 1.6108138627605513} {"data_time": 0.010498028248548508, "eta_seconds": 48995.984329669736, "iteration": 202379, "loss_fcos_cls": 0.2407889146124944, "loss_fcos_ctr": 0.6203527245670557, "loss_fcos_loc": 0.1887980904430151, "loss_mask": 0.27067812997847795, "loss_maskiou": 0.005900877033127472, "loss_sem_seg": 0.2764810835942626, "lr": 0.01, "mask_rcnn/accuracy": 0.8872816160620289, "mask_rcnn/false_negative": 0.10297118901022834, "mask_rcnn/false_positive": 0.12888790346724982, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.0, "time": 0.7198906671255827, "total_loss": 1.615765272596036} {"data_time": 0.009852644056081772, "eta_seconds": 48987.44159657508, "iteration": 202399, "loss_fcos_cls": 0.24006360047496855, "loss_fcos_ctr": 0.6141268294304609, "loss_fcos_loc": 0.17213652888312936, "loss_mask": 0.24741952680051327, "loss_maskiou": 0.005670837130310247, "loss_sem_seg": 0.23521934123709798, "lr": 0.01, "mask_rcnn/accuracy": 0.8852617832847425, "mask_rcnn/false_negative": 0.09793431564646679, "mask_rcnn/false_positive": 0.1328779425478004, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.75, "time": 0.7344415932893753, "total_loss": 1.5589015074401686} {"data_time": 0.010071080178022385, "eta_seconds": 48967.00162646826, "iteration": 202419, "loss_fcos_cls": 0.2392830423777923, "loss_fcos_ctr": 0.6200642343610525, "loss_fcos_loc": 0.1874827507417649, "loss_mask": 0.2601207457482815, "loss_maskiou": 0.005114519153721631, "loss_sem_seg": 0.2449051388539374, "lr": 0.01, "mask_rcnn/accuracy": 0.8880216366938515, "mask_rcnn/false_negative": 0.09936896205599638, "mask_rcnn/false_positive": 0.12049205676210567, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.6996403373777866, "total_loss": 1.5577585041392012} {"data_time": 0.009321018122136593, "eta_seconds": 48924.98022401892, "iteration": 202439, "loss_fcos_cls": 0.2458413327112794, "loss_fcos_ctr": 0.6192917171865702, "loss_fcos_loc": 0.1871167718200013, "loss_mask": 0.24585029110312462, "loss_maskiou": 0.005006442683225032, "loss_sem_seg": 0.2660375488922, "lr": 0.01, "mask_rcnn/accuracy": 0.8767425702147397, "mask_rcnn/false_negative": 0.08165860346420391, "mask_rcnn/false_positive": 0.14297474959570322, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.25, "time": 0.7065674737095833, "total_loss": 1.586092525962158} {"data_time": 0.010621869936585426, "eta_seconds": 48910.49702210538, "iteration": 202459, "loss_fcos_cls": 0.2429438407998532, "loss_fcos_ctr": 0.618042198009789, "loss_fcos_loc": 0.19472244940698147, "loss_mask": 0.26944447960704565, "loss_maskiou": 0.005629678998957388, "loss_sem_seg": 0.24826881615445018, "lr": 0.01, "mask_rcnn/accuracy": 0.8916120425442904, "mask_rcnn/false_negative": 0.10153078519964052, "mask_rcnn/false_positive": 0.11196859844774684, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7389364279806614, "total_loss": 1.596653150889324} {"data_time": 0.010150960646569729, "eta_seconds": 48904.97118181083, "iteration": 202479, "loss_fcos_cls": 0.23667795793153346, "loss_fcos_ctr": 0.6186210159212351, "loss_fcos_loc": 0.18566423852462322, "loss_mask": 0.2606961755082011, "loss_maskiou": 0.005082669245894067, "loss_sem_seg": 0.2922380920499563, "lr": 0.01, "mask_rcnn/accuracy": 0.8657783065149136, "mask_rcnn/false_negative": 0.10826733660029494, "mask_rcnn/false_positive": 0.15126300186662772, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 23.75, "time": 0.7210406633093953, "total_loss": 1.6015178584402747} {"data_time": 0.00990923959761858, "eta_seconds": 48890.48532668967, "iteration": 202499, "loss_fcos_cls": 0.2525971969589591, "loss_fcos_ctr": 0.6188640631735325, "loss_fcos_loc": 0.18861710443161428, "loss_mask": 0.25244722748175263, "loss_maskiou": 0.005027849125326611, "loss_sem_seg": 0.26847369270399213, "lr": 0.01, "mask_rcnn/accuracy": 0.8943592162892555, "mask_rcnn/false_negative": 0.08824972865108968, "mask_rcnn/false_positive": 0.12673040940118796, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7136236615478992, "total_loss": 1.5963964313123142} {"data_time": 0.010309003293514252, "eta_seconds": 48886.37255076226, "iteration": 202519, "loss_fcos_cls": 0.24633984873071313, "loss_fcos_ctr": 0.6191375576891005, "loss_fcos_loc": 0.1837810839060694, "loss_mask": 0.24235340394079685, "loss_maskiou": 0.004954333926434629, "loss_sem_seg": 0.2793528432957828, "lr": 0.01, "mask_rcnn/accuracy": 0.8820696235611576, "mask_rcnn/false_negative": 0.08093184526761735, "mask_rcnn/false_positive": 0.13563698231003163, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.75, "time": 0.7274041902273893, "total_loss": 1.5546573610081396} {"data_time": 0.009889938868582249, "eta_seconds": 48871.88362127077, "iteration": 202539, "loss_fcos_cls": 0.22739278804510832, "loss_fcos_ctr": 0.6190131586045027, "loss_fcos_loc": 0.1784573440090753, "loss_mask": 0.26213253661990166, "loss_maskiou": 0.0053262930650817, "loss_sem_seg": 0.24926240253262222, "lr": 0.01, "mask_rcnn/accuracy": 0.8814151962868481, "mask_rcnn/false_negative": 0.10295952958146168, "mask_rcnn/false_positive": 0.12897830267967764, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.5, "time": 0.7294233040884137, "total_loss": 1.5373721854411997} {"data_time": 0.010342077352106571, "eta_seconds": 48847.02776132617, "iteration": 202559, "loss_fcos_cls": 0.2534404349280521, "loss_fcos_ctr": 0.6185671673156321, "loss_fcos_loc": 0.18855307740159333, "loss_mask": 0.2570869838818908, "loss_maskiou": 0.0064424196680192836, "loss_sem_seg": 0.2411870213400107, "lr": 0.01, "mask_rcnn/accuracy": 0.9017431972789116, "mask_rcnn/false_negative": 0.08625819748958644, "mask_rcnn/false_positive": 0.12342672680451627, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.0, "time": 0.7253408702090383, "total_loss": 1.5528769202755939} {"data_time": 0.010157699696719646, "eta_seconds": 48823.59781062417, "iteration": 202579, "loss_fcos_cls": 0.24274836597032845, "loss_fcos_ctr": 0.6196003374643624, "loss_fcos_loc": 0.19159738486632705, "loss_mask": 0.24706702632829547, "loss_maskiou": 0.005036319491409813, "loss_sem_seg": 0.2794245248660445, "lr": 0.01, "mask_rcnn/accuracy": 0.9031892396133712, "mask_rcnn/false_negative": 0.0903257773158967, "mask_rcnn/false_positive": 0.1111820245445849, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.75, "time": 0.7264486625790596, "total_loss": 1.5824587717070244} {"data_time": 0.009796095080673695, "eta_seconds": 48818.05605108384, "iteration": 202599, "loss_fcos_cls": 0.22975154872983694, "loss_fcos_ctr": 0.616292878985405, "loss_fcos_loc": 0.18355695821810514, "loss_mask": 0.2473548068664968, "loss_maskiou": 0.004642220621462911, "loss_sem_seg": 0.2544706368353218, "lr": 0.01, "mask_rcnn/accuracy": 0.894666743101735, "mask_rcnn/false_negative": 0.09343649849481878, "mask_rcnn/false_positive": 0.13520448904036872, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7411068212240934, "total_loss": 1.527901709501748} {"data_time": 0.010299989953637123, "eta_seconds": 48794.631406797096, "iteration": 202619, "loss_fcos_cls": 0.24744840478524566, "loss_fcos_ctr": 0.6203824011608958, "loss_fcos_loc": 0.19628363999072462, "loss_mask": 0.26498132944107056, "loss_maskiou": 0.005379694528528489, "loss_sem_seg": 0.23094344371929765, "lr": 0.01, "mask_rcnn/accuracy": 0.8994797919167667, "mask_rcnn/false_negative": 0.08183732923004716, "mask_rcnn/false_positive": 0.13893405520369498, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 26.0, "time": 0.7188497548922896, "total_loss": 1.5530524212190358} {"data_time": 0.009457789361476898, "eta_seconds": 48808.25108303223, "iteration": 202639, "loss_fcos_cls": 0.24339815881103277, "loss_fcos_ctr": 0.6189332902431488, "loss_fcos_loc": 0.18909334449563175, "loss_mask": 0.26142588537186384, "loss_maskiou": 0.005089800361020025, "loss_sem_seg": 0.2740930668078363, "lr": 0.01, "mask_rcnn/accuracy": 0.870836106181603, "mask_rcnn/false_negative": 0.11290480831342857, "mask_rcnn/false_positive": 0.14229263477019552, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7250474719330668, "total_loss": 1.591897960373899} {"data_time": 0.010177073068916798, "eta_seconds": 48729.017297029495, "iteration": 202659, "loss_fcos_cls": 0.21811528399121016, "loss_fcos_ctr": 0.6186032285913825, "loss_fcos_loc": 0.17495934083126485, "loss_mask": 0.24310349207371473, "loss_maskiou": 0.005027713799790945, "loss_sem_seg": 0.24615245452150702, "lr": 0.01, "mask_rcnn/accuracy": 0.9121657997614631, "mask_rcnn/false_negative": 0.07824406979971249, "mask_rcnn/false_positive": 0.11333792117738534, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.5, "time": 0.6970531120896339, "total_loss": 1.5219637187110493} {"data_time": 0.010198207572102547, "eta_seconds": 48664.843426682986, "iteration": 202679, "loss_fcos_cls": 0.23323049349710345, "loss_fcos_ctr": 0.6189667815342546, "loss_fcos_loc": 0.18472222262062132, "loss_mask": 0.2582455947995186, "loss_maskiou": 0.0052671328157885, "loss_sem_seg": 0.23343420727178454, "lr": 0.01, "mask_rcnn/accuracy": 0.8724272653575933, "mask_rcnn/false_negative": 0.11381604189104068, "mask_rcnn/false_positive": 0.1324351636049352, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.0, "time": 0.7053245259448886, "total_loss": 1.5237164955105982} {"data_time": 0.009218285791575909, "eta_seconds": 48661.230334115215, "iteration": 202699, "loss_fcos_cls": 0.23138786340132356, "loss_fcos_ctr": 0.6139031341299415, "loss_fcos_loc": 0.18399833841249347, "loss_mask": 0.26177331525832415, "loss_maskiou": 0.005219060811214149, "loss_sem_seg": 0.22641337569803, "lr": 0.01, "mask_rcnn/accuracy": 0.9064909297052154, "mask_rcnn/false_negative": 0.07952957143990091, "mask_rcnn/false_positive": 0.11367486771301624, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7226232588291168, "total_loss": 1.540426182342344} {"data_time": 0.009596721269190311, "eta_seconds": 48635.92832237575, "iteration": 202719, "loss_fcos_cls": 0.23570360010489821, "loss_fcos_ctr": 0.6188210882246494, "loss_fcos_loc": 0.19016270723659545, "loss_mask": 0.25638193264603615, "loss_maskiou": 0.005269451408821624, "loss_sem_seg": 0.24359052162617445, "lr": 0.01, "mask_rcnn/accuracy": 0.8939415239780122, "mask_rcnn/false_negative": 0.09196458000184421, "mask_rcnn/false_positive": 0.12119318837997453, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.25, "time": 0.7205116050317883, "total_loss": 1.545164979641413} {"data_time": 0.010029495693743229, "eta_seconds": 48606.687707777135, "iteration": 202739, "loss_fcos_cls": 0.22396966768428683, "loss_fcos_ctr": 0.6172878304496408, "loss_fcos_loc": 0.17898337682709098, "loss_mask": 0.24441559286788106, "loss_maskiou": 0.005040222131356131, "loss_sem_seg": 0.24875799287110567, "lr": 0.01, "mask_rcnn/accuracy": 0.892847900029577, "mask_rcnn/false_negative": 0.08174952678337286, "mask_rcnn/false_positive": 0.13741950629109914, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7047395193949342, "total_loss": 1.5201490263589221} {"data_time": 0.010247910395264626, "eta_seconds": 48601.19509731792, "iteration": 202759, "loss_fcos_cls": 0.23966022161766887, "loss_fcos_ctr": 0.6179278790950775, "loss_fcos_loc": 0.18829801096580923, "loss_mask": 0.270957148168236, "loss_maskiou": 0.005898882853216492, "loss_sem_seg": 0.27486700448207557, "lr": 0.01, "mask_rcnn/accuracy": 0.9014545585913003, "mask_rcnn/false_negative": 0.08219876618536964, "mask_rcnn/false_positive": 0.12431090401791575, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7261377349495888, "total_loss": 1.6162992700174073} {"data_time": 0.010107728652656078, "eta_seconds": 48564.280059920624, "iteration": 202779, "loss_fcos_cls": 0.24517259001731873, "loss_fcos_ctr": 0.6175625966861844, "loss_fcos_loc": 0.18450529116671532, "loss_mask": 0.24689341383054852, "loss_maskiou": 0.005144799506524578, "loss_sem_seg": 0.255481265950948, "lr": 0.01, "mask_rcnn/accuracy": 0.9012310383923685, "mask_rcnn/false_negative": 0.09334169438663531, "mask_rcnn/false_positive": 0.10334748912847475, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.5, "time": 0.7123082783073187, "total_loss": 1.5590289137035143} {"data_time": 0.010530877858400345, "eta_seconds": 48549.830920496956, "iteration": 202799, "loss_fcos_cls": 0.23055709362961352, "loss_fcos_ctr": 0.6180602591484785, "loss_fcos_loc": 0.18087604705942795, "loss_mask": 0.257196101360023, "loss_maskiou": 0.005157557494385401, "loss_sem_seg": 0.23337671579793096, "lr": 0.01, "mask_rcnn/accuracy": 0.888613172541744, "mask_rcnn/false_negative": 0.0872603381294894, "mask_rcnn/false_positive": 0.13104181616629246, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7236962281167507, "total_loss": 1.5319546276514302} {"data_time": 0.010131987743079662, "eta_seconds": 48535.38178107329, "iteration": 202819, "loss_fcos_cls": 0.24448620434850454, "loss_fcos_ctr": 0.6159975775517523, "loss_fcos_loc": 0.17824170988751575, "loss_mask": 0.2540389387868345, "loss_maskiou": 0.005379728325351607, "loss_sem_seg": 0.2669288688339293, "lr": 0.01, "mask_rcnn/accuracy": 0.8922039753401361, "mask_rcnn/false_negative": 0.1015071327521631, "mask_rcnn/false_positive": 0.12313032455954448, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.5, "time": 0.7395947631448507, "total_loss": 1.5467236875811068} {"data_time": 0.010196366347372532, "eta_seconds": 48520.93264164962, "iteration": 202839, "loss_fcos_cls": 0.24237403995357454, "loss_fcos_ctr": 0.6160573763772845, "loss_fcos_loc": 0.1808940819464624, "loss_mask": 0.2596225314773619, "loss_maskiou": 0.005291687382850796, "loss_sem_seg": 0.25387061736546457, "lr": 0.01, "mask_rcnn/accuracy": 0.8652451134563415, "mask_rcnn/false_negative": 0.1053367588823155, "mask_rcnn/false_positive": 0.15153943255016766, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.25, "time": 0.7330605024471879, "total_loss": 1.5572205241915071} {"data_time": 0.00995529443025589, "eta_seconds": 48506.48350222595, "iteration": 202859, "loss_fcos_cls": 0.24045083462260664, "loss_fcos_ctr": 0.6166995819658041, "loss_fcos_loc": 0.1820889778318815, "loss_mask": 0.25228248443454504, "loss_maskiou": 0.005384327767387731, "loss_sem_seg": 0.2516013868153095, "lr": 0.01, "mask_rcnn/accuracy": 0.8780703113184074, "mask_rcnn/false_negative": 0.10369098221682377, "mask_rcnn/false_positive": 0.13332159900936835, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7252877522259951, "total_loss": 1.5504596558166668} {"data_time": 0.010106012225151062, "eta_seconds": 48495.63345104549, "iteration": 202879, "loss_fcos_cls": 0.23848280915990472, "loss_fcos_ctr": 0.6173779354430735, "loss_fcos_loc": 0.1807384839048609, "loss_mask": 0.268625620752573, "loss_maskiou": 0.005216552028286969, "loss_sem_seg": 0.24553123768419027, "lr": 0.01, "mask_rcnn/accuracy": 0.8900223433651133, "mask_rcnn/false_negative": 0.08820882057148323, "mask_rcnn/false_positive": 0.14958033771477436, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.75, "time": 0.7274703895673156, "total_loss": 1.5709042107009736} {"data_time": 0.010645545087754726, "eta_seconds": 48491.062456394546, "iteration": 202899, "loss_fcos_cls": 0.24334177328273654, "loss_fcos_ctr": 0.6127367792651057, "loss_fcos_loc": 0.1727534548845142, "loss_mask": 0.2555910595692694, "loss_maskiou": 0.005064932953246171, "loss_sem_seg": 0.2594554186798632, "lr": 0.01, "mask_rcnn/accuracy": 0.8923496200281915, "mask_rcnn/false_negative": 0.08230030819955045, "mask_rcnn/false_positive": 0.1314221595983835, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 24.25, "time": 0.7113204561173916, "total_loss": 1.533846726880256} {"data_time": 0.009713803417980671, "eta_seconds": 48463.136083954945, "iteration": 202919, "loss_fcos_cls": 0.24676867574453354, "loss_fcos_ctr": 0.6213063625618815, "loss_fcos_loc": 0.18889757990837097, "loss_mask": 0.262609931640327, "loss_maskiou": 0.005705140851205215, "loss_sem_seg": 0.25133341643959284, "lr": 0.01, "mask_rcnn/accuracy": 0.8798873420106679, "mask_rcnn/false_negative": 0.111632694608339, "mask_rcnn/false_positive": 0.13594936540651364, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 36.0, "time": 0.7224317537620664, "total_loss": 1.577880706783617} {"data_time": 0.0101316524669528, "eta_seconds": 48452.28281552065, "iteration": 202939, "loss_fcos_cls": 0.2308730948716402, "loss_fcos_ctr": 0.6200485620647669, "loss_fcos_loc": 0.1890084280166775, "loss_mask": 0.2683071168139577, "loss_maskiou": 0.005484116056322819, "loss_sem_seg": 0.27454334776848555, "lr": 0.01, "mask_rcnn/accuracy": 0.8665367090232319, "mask_rcnn/false_negative": 0.11856303370780784, "mask_rcnn/false_positive": 0.14487089167691647, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7323460653424263, "total_loss": 1.5661317425692687} {"data_time": 0.009613932110369205, "eta_seconds": 48432.78633689415, "iteration": 202959, "loss_fcos_cls": 0.23687754571437836, "loss_fcos_ctr": 0.6176901776343584, "loss_fcos_loc": 0.18000671069603413, "loss_mask": 0.24969304259866476, "loss_maskiou": 0.005174559890292585, "loss_sem_seg": 0.27413865365087986, "lr": 0.01, "mask_rcnn/accuracy": 0.8873684776108246, "mask_rcnn/false_negative": 0.07959060455181265, "mask_rcnn/false_positive": 0.12039749098951474, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.5, "time": 0.724923680536449, "total_loss": 1.6013300403064932} {"data_time": 0.01077942457050085, "eta_seconds": 48411.45065924432, "iteration": 202979, "loss_fcos_cls": 0.23148279293673113, "loss_fcos_ctr": 0.614548577927053, "loss_fcos_loc": 0.1761335115879774, "loss_mask": 0.25563268829137087, "loss_maskiou": 0.005041997974331025, "loss_sem_seg": 0.22798649675678462, "lr": 0.01, "mask_rcnn/accuracy": 0.9005488559059989, "mask_rcnn/false_negative": 0.07870225687680561, "mask_rcnn/false_positive": 0.11499182709602454, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.25, "time": 0.7136004818603396, "total_loss": 1.5198571563960286} {"data_time": 0.010022429749369621, "eta_seconds": 48401.12125469837, "iteration": 202999, "loss_fcos_cls": 0.2354023070074618, "loss_fcos_ctr": 0.6197105925530195, "loss_fcos_loc": 0.19250956014730036, "loss_mask": 0.2754975240677595, "loss_maskiou": 0.005478509421664057, "loss_sem_seg": 0.2529286784119904, "lr": 0.01, "mask_rcnn/accuracy": 0.8811632986527944, "mask_rcnn/false_negative": 0.09927479520239801, "mask_rcnn/false_positive": 0.14394317757373698, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.727214421145618, "total_loss": 1.5686940755986143} {"data_time": 0.009553723968565464, "eta_seconds": 48385.947634848766, "iteration": 203019, "loss_fcos_cls": 0.23866784572601318, "loss_fcos_ctr": 0.6212721853516996, "loss_fcos_loc": 0.18585398775758222, "loss_mask": 0.26146762957796454, "loss_maskiou": 0.004807157223694958, "loss_sem_seg": 0.2838772195391357, "lr": 0.01, "mask_rcnn/accuracy": 0.9028798386763612, "mask_rcnn/false_negative": 0.10568406937513254, "mask_rcnn/false_positive": 0.092861773765675, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.25, "time": 0.7317436300218105, "total_loss": 1.5866601411617012} {"data_time": 0.010555451735854149, "eta_seconds": 48372.22549418453, "iteration": 203039, "loss_fcos_cls": 0.24256159970536828, "loss_fcos_ctr": 0.6206044629216194, "loss_fcos_loc": 0.19302330730715767, "loss_mask": 0.25902927480638027, "loss_maskiou": 0.005080870476376731, "loss_sem_seg": 0.29108063830062747, "lr": 0.01, "mask_rcnn/accuracy": 0.8897999158089843, "mask_rcnn/false_negative": 0.09705160006015306, "mask_rcnn/false_positive": 0.1242427246358239, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.5, "time": 0.7156596193090081, "total_loss": 1.6361414687271463} {"data_time": 0.009271339513361454, "eta_seconds": 48353.66405425873, "iteration": 203059, "loss_fcos_cls": 0.2357733075041324, "loss_fcos_ctr": 0.6169126722961664, "loss_fcos_loc": 0.183091061480809, "loss_mask": 0.2636335124261677, "loss_maskiou": 0.0052388357653399, "loss_sem_seg": 0.2766447253525257, "lr": 0.01, "mask_rcnn/accuracy": 0.88225863422292, "mask_rcnn/false_negative": 0.09652093992752778, "mask_rcnn/false_positive": 0.1467045227657855, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.712954712100327, "total_loss": 1.5870999569706328} {"data_time": 0.010162047110497952, "eta_seconds": 48346.094098406844, "iteration": 203079, "loss_fcos_cls": 0.23479829309508204, "loss_fcos_ctr": 0.6180400429293513, "loss_fcos_loc": 0.17855789337772876, "loss_mask": 0.2532433569431305, "loss_maskiou": 0.005695000283594709, "loss_sem_seg": 0.27844525687396526, "lr": 0.01, "mask_rcnn/accuracy": 0.9135059923894875, "mask_rcnn/false_negative": 0.07176125588691365, "mask_rcnn/false_positive": 0.12066050323933727, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.5, "time": 0.7303968369960785, "total_loss": 1.5865752883109963} {"data_time": 0.00999812874943018, "eta_seconds": 48333.09382914193, "iteration": 203099, "loss_fcos_cls": 0.2460598786128685, "loss_fcos_ctr": 0.6214229390025139, "loss_fcos_loc": 0.18743482310674153, "loss_mask": 0.270362482406199, "loss_maskiou": 0.005439907661639154, "loss_sem_seg": 0.2994451099075377, "lr": 0.01, "mask_rcnn/accuracy": 0.8970642372644684, "mask_rcnn/false_negative": 0.07691814411045614, "mask_rcnn/false_positive": 0.13387252707527897, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7301372224465013, "total_loss": 1.602503458794672} {"data_time": 0.01016723271459341, "eta_seconds": 48317.19668557774, "iteration": 203119, "loss_fcos_cls": 0.23684637085534632, "loss_fcos_ctr": 0.6159343086183071, "loss_fcos_loc": 0.17865212715696543, "loss_mask": 0.25019386038184166, "loss_maskiou": 0.005090267775813118, "loss_sem_seg": 0.28833249397575855, "lr": 0.01, "mask_rcnn/accuracy": 0.8846591391234249, "mask_rcnn/false_negative": 0.09796689170325251, "mask_rcnn/false_positive": 0.13667796127382006, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7377373473718762, "total_loss": 1.5914842873207817} {"data_time": 0.010294566862285137, "eta_seconds": 48299.441424569115, "iteration": 203139, "loss_fcos_cls": 0.2480580264236778, "loss_fcos_ctr": 0.6198153588920832, "loss_fcos_loc": 0.19449330179486424, "loss_mask": 0.27030541840940714, "loss_maskiou": 0.0055109907407313585, "loss_sem_seg": 0.2578962496481836, "lr": 0.01, "mask_rcnn/accuracy": 0.8664344537025053, "mask_rcnn/false_negative": 0.1051322368654719, "mask_rcnn/false_positive": 0.14822135086862573, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.25, "time": 0.7179065002128482, "total_loss": 1.570745434059063} {"data_time": 0.011281624436378479, "eta_seconds": 48261.927830786444, "iteration": 203159, "loss_fcos_cls": 0.23122405936010182, "loss_fcos_ctr": 0.6181131349876523, "loss_fcos_loc": 0.17830841708928347, "loss_mask": 0.23648387659341097, "loss_maskiou": 0.004950365848344518, "loss_sem_seg": 0.24185031466186047, "lr": 0.01, "mask_rcnn/accuracy": 0.8825437317784257, "mask_rcnn/false_negative": 0.09284228418595411, "mask_rcnn/false_positive": 0.14102788260239285, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.75, "time": 0.7007925501093268, "total_loss": 1.5480971160286572} {"data_time": 0.00888916663825512, "eta_seconds": 48243.90482221078, "iteration": 203179, "loss_fcos_cls": 0.23949235386680812, "loss_fcos_ctr": 0.6179782077670097, "loss_fcos_loc": 0.18307622347492725, "loss_mask": 0.25705844815820456, "loss_maskiou": 0.005492538235557731, "loss_sem_seg": 0.2405677956994623, "lr": 0.01, "mask_rcnn/accuracy": 0.8870625569815556, "mask_rcnn/false_negative": 0.07793109997219953, "mask_rcnn/false_positive": 0.14909283391369782, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.0, "time": 0.7097295057028532, "total_loss": 1.5425642202426388} {"data_time": 0.010029252618551254, "eta_seconds": 48229.46507877018, "iteration": 203199, "loss_fcos_cls": 0.24246822553686798, "loss_fcos_ctr": 0.6215889034792781, "loss_fcos_loc": 0.19133255910128355, "loss_mask": 0.2646758100017905, "loss_maskiou": 0.00541472653276287, "loss_sem_seg": 0.2732084486633539, "lr": 0.01, "mask_rcnn/accuracy": 0.9057597630173564, "mask_rcnn/false_negative": 0.09209314350200987, "mask_rcnn/false_positive": 0.12803432949477056, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7281905328854918, "total_loss": 1.620247218539589} {"data_time": 0.009551435708999634, "eta_seconds": 48215.025335329585, "iteration": 203219, "loss_fcos_cls": 0.2367530521005392, "loss_fcos_ctr": 0.6175478184595704, "loss_fcos_loc": 0.1869677067734301, "loss_mask": 0.2609504456631839, "loss_maskiou": 0.005262262284304597, "loss_sem_seg": 0.2648614449426532, "lr": 0.01, "mask_rcnn/accuracy": 0.8967181037697471, "mask_rcnn/false_negative": 0.08707394207422424, "mask_rcnn/false_positive": 0.10908636098821639, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 24.25, "time": 0.7081105466932058, "total_loss": 1.560867200299981} {"data_time": 0.010357942432165146, "eta_seconds": 48199.17170904856, "iteration": 203239, "loss_fcos_cls": 0.2366683050058782, "loss_fcos_ctr": 0.6173014380037785, "loss_fcos_loc": 0.18526757002109662, "loss_mask": 0.2568293632939458, "loss_maskiou": 0.005076190944237169, "loss_sem_seg": 0.27170690102502704, "lr": 0.01, "mask_rcnn/accuracy": 0.9024272981062065, "mask_rcnn/false_negative": 0.08260061490888049, "mask_rcnn/false_positive": 0.1107202795462654, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.5, "time": 0.7224043384194374, "total_loss": 1.5911687261577754} {"data_time": 0.01057750079780817, "eta_seconds": 48172.083793384954, "iteration": 203259, "loss_fcos_cls": 0.24082171428017318, "loss_fcos_ctr": 0.619924989528954, "loss_fcos_loc": 0.18988162779714912, "loss_mask": 0.2560448506847024, "loss_maskiou": 0.004709143337095156, "loss_sem_seg": 0.23716183588840067, "lr": 0.01, "mask_rcnn/accuracy": 0.8840414737323501, "mask_rcnn/false_negative": 0.09921801469734653, "mask_rcnn/false_positive": 0.133305691006324, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.0, "time": 0.7096085548400879, "total_loss": 1.5211045915057184} {"data_time": 0.010788040235638618, "eta_seconds": 48151.03719547205, "iteration": 203279, "loss_fcos_cls": 0.22816584398970008, "loss_fcos_ctr": 0.6165966335684061, "loss_fcos_loc": 0.17644788278266788, "loss_mask": 0.2667257469147444, "loss_maskiou": 0.005419939669081941, "loss_sem_seg": 0.22559689776971936, "lr": 0.01, "mask_rcnn/accuracy": 0.8852618750202784, "mask_rcnn/false_negative": 0.09429020862563216, "mask_rcnn/false_positive": 0.13005041137733747, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.25, "time": 0.7205464653670788, "total_loss": 1.5272791170718847} {"data_time": 0.010052778758108616, "eta_seconds": 48128.70848756563, "iteration": 203299, "loss_fcos_cls": 0.24000076251104474, "loss_fcos_ctr": 0.6163257770240307, "loss_fcos_loc": 0.17714207363314927, "loss_mask": 0.25520671997219324, "loss_maskiou": 0.004853197009651922, "loss_sem_seg": 0.2961010639555752, "lr": 0.01, "mask_rcnn/accuracy": 0.8896185158699599, "mask_rcnn/false_negative": 0.10000707563437372, "mask_rcnn/false_positive": 0.12609779636097274, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.72131656575948, "total_loss": 1.572083410981577} {"data_time": 0.010656467638909817, "eta_seconds": 48114.27730707731, "iteration": 203319, "loss_fcos_cls": 0.23339509533252567, "loss_fcos_ctr": 0.6208942187950015, "loss_fcos_loc": 0.19935257779434323, "loss_mask": 0.25751762092113495, "loss_maskiou": 0.005586503666563658, "loss_sem_seg": 0.26624032529070973, "lr": 0.01, "mask_rcnn/accuracy": 0.89449736574524, "mask_rcnn/false_negative": 0.08685564783289047, "mask_rcnn/false_positive": 0.13335357908728263, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7276409799233079, "total_loss": 1.5942139380204026} {"data_time": 0.010418577119708061, "eta_seconds": 48103.72816995997, "iteration": 203339, "loss_fcos_cls": 0.2347003761678934, "loss_fcos_ctr": 0.6184810735285282, "loss_fcos_loc": 0.17708199261687696, "loss_mask": 0.259078377392143, "loss_maskiou": 0.0049800096021499485, "loss_sem_seg": 0.23435630113817751, "lr": 0.01, "mask_rcnn/accuracy": 0.8915845635129052, "mask_rcnn/false_negative": 0.09017484598452313, "mask_rcnn/false_positive": 0.1112726058877676, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 26.0, "time": 0.7278161030262709, "total_loss": 1.5505955305670795} {"data_time": 0.010474075563251972, "eta_seconds": 48093.303004203364, "iteration": 203359, "loss_fcos_cls": 0.2403564713895321, "loss_fcos_ctr": 0.618278712965548, "loss_fcos_loc": 0.1832597681786865, "loss_mask": 0.2438562880270183, "loss_maskiou": 0.004422662572324043, "loss_sem_seg": 0.26156420912593603, "lr": 0.01, "mask_rcnn/accuracy": 0.8820048864616269, "mask_rcnn/false_negative": 0.09727280229307166, "mask_rcnn/false_positive": 0.13910690720378371, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7214753655716777, "total_loss": 1.5261811511009} {"data_time": 0.010354065336287022, "eta_seconds": 48081.99848011974, "iteration": 203379, "loss_fcos_cls": 0.23484823713079095, "loss_fcos_ctr": 0.6172919226810336, "loss_fcos_loc": 0.18510051723569632, "loss_mask": 0.2559676952660084, "loss_maskiou": 0.004649714508559555, "loss_sem_seg": 0.29198802448809147, "lr": 0.01, "mask_rcnn/accuracy": 0.8710295432714709, "mask_rcnn/false_negative": 0.10408393366846314, "mask_rcnn/false_positive": 0.13972006430670897, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.712498621083796, "total_loss": 1.5866616274724947} {"data_time": 0.010531652718782425, "eta_seconds": 48056.55258512404, "iteration": 203399, "loss_fcos_cls": 0.24411235528532416, "loss_fcos_ctr": 0.622557520866394, "loss_fcos_loc": 0.19357766048051417, "loss_mask": 0.2584448894485831, "loss_maskiou": 0.00555169495055452, "loss_sem_seg": 0.24551554606296122, "lr": 0.01, "mask_rcnn/accuracy": 0.8651638279914299, "mask_rcnn/false_negative": 0.10231672243961135, "mask_rcnn/false_positive": 0.15298888185728815, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.5, "time": 0.7167162615805864, "total_loss": 1.5942396726823063} {"data_time": 0.010250533930957317, "eta_seconds": 48070.6279009236, "iteration": 203419, "loss_fcos_cls": 0.2441271231509745, "loss_fcos_ctr": 0.6172087583690882, "loss_fcos_loc": 0.18505406961776316, "loss_mask": 0.24378206487745047, "loss_maskiou": 0.005029611609643325, "loss_sem_seg": 0.2614066442474723, "lr": 0.01, "mask_rcnn/accuracy": 0.8974387773402044, "mask_rcnn/false_negative": 0.08982574462124124, "mask_rcnn/false_positive": 0.11192145017541351, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7332885954529047, "total_loss": 1.5588114190395572} {"data_time": 0.009633448906242847, "eta_seconds": 48056.188157483004, "iteration": 203439, "loss_fcos_cls": 0.24440921447239816, "loss_fcos_ctr": 0.61721829790622, "loss_fcos_loc": 0.18363491061609238, "loss_mask": 0.25735408533364534, "loss_maskiou": 0.0052922960530850105, "loss_sem_seg": 0.2741566295735538, "lr": 0.01, "mask_rcnn/accuracy": 0.8976025970255064, "mask_rcnn/false_negative": 0.08707019208645314, "mask_rcnn/false_positive": 0.12477698070352661, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.75, "time": 0.7161282505840063, "total_loss": 1.6008723906998057} {"data_time": 0.01047829631716013, "eta_seconds": 48034.92793284729, "iteration": 203459, "loss_fcos_cls": 0.22660352801904082, "loss_fcos_ctr": 0.6180879077874124, "loss_fcos_loc": 0.18180516955908388, "loss_mask": 0.2644683215767145, "loss_maskiou": 0.005214432952925563, "loss_sem_seg": 0.2659062696620822, "lr": 0.01, "mask_rcnn/accuracy": 0.9008362608645709, "mask_rcnn/false_negative": 0.07824499975225857, "mask_rcnn/false_positive": 0.10387520386651225, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.0, "time": 0.7177981082350016, "total_loss": 1.5649747072166065} {"data_time": 0.010528244078159332, "eta_seconds": 48020.49023941532, "iteration": 203479, "loss_fcos_cls": 0.22837658203206956, "loss_fcos_ctr": 0.6179568860679865, "loss_fcos_loc": 0.17772256664466113, "loss_mask": 0.25573514960706234, "loss_maskiou": 0.005647509125992656, "loss_sem_seg": 0.2696995763108134, "lr": 0.01, "mask_rcnn/accuracy": 0.8790060245796432, "mask_rcnn/false_negative": 0.09057237209522709, "mask_rcnn/false_positive": 0.15184223768000388, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.0, "time": 0.7128740465268493, "total_loss": 1.5371518883330282} {"data_time": 0.010789476335048676, "eta_seconds": 48012.86892716121, "iteration": 203499, "loss_fcos_cls": 0.22942343831527978, "loss_fcos_ctr": 0.6190413432195783, "loss_fcos_loc": 0.18824274104554206, "loss_mask": 0.25332497619092464, "loss_maskiou": 0.005515933029528242, "loss_sem_seg": 0.2725966186262667, "lr": 0.01, "mask_rcnn/accuracy": 0.9070045081524674, "mask_rcnn/false_negative": 0.07158659605137654, "mask_rcnn/false_positive": 0.10732954915702048, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 43.0, "time": 0.722416372038424, "total_loss": 1.5667280279376428} {"data_time": 0.010459298267960548, "eta_seconds": 48001.09253037628, "iteration": 203519, "loss_fcos_cls": 0.23098647827282548, "loss_fcos_ctr": 0.6176732638850808, "loss_fcos_loc": 0.1932374737225473, "loss_mask": 0.2606091881170869, "loss_maskiou": 0.005527601570065599, "loss_sem_seg": 0.2529331147670746, "lr": 0.01, "mask_rcnn/accuracy": 0.8925514253320376, "mask_rcnn/false_negative": 0.08310688712859804, "mask_rcnn/false_positive": 0.1342494298893368, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7332303253933787, "total_loss": 1.576747992527089} {"data_time": 0.010188192129135132, "eta_seconds": 47977.1771591194, "iteration": 203539, "loss_fcos_cls": 0.24784823460504413, "loss_fcos_ctr": 0.6159039884805679, "loss_fcos_loc": 0.18262129579670727, "loss_mask": 0.2640555463731289, "loss_maskiou": 0.005444115202408284, "loss_sem_seg": 0.24220074713230133, "lr": 0.01, "mask_rcnn/accuracy": 0.8680917387177318, "mask_rcnn/false_negative": 0.09630522995133978, "mask_rcnn/false_positive": 0.17246877018495707, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 40.25, "time": 0.7208398850634694, "total_loss": 1.5715252531008446} {"data_time": 0.009548191912472248, "eta_seconds": 47962.739465687424, "iteration": 203559, "loss_fcos_cls": 0.2360033184522763, "loss_fcos_ctr": 0.6173887569457293, "loss_fcos_loc": 0.18431477958802134, "loss_mask": 0.24578540213406086, "loss_maskiou": 0.005229096430412028, "loss_sem_seg": 0.28692416893318295, "lr": 0.01, "mask_rcnn/accuracy": 0.8857087596311735, "mask_rcnn/false_negative": 0.0945045938024183, "mask_rcnn/false_positive": 0.14407419254644394, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7352564670145512, "total_loss": 1.578034512582235} {"data_time": 0.01051250845193863, "eta_seconds": 47940.18823454436, "iteration": 203579, "loss_fcos_cls": 0.2447971496731043, "loss_fcos_ctr": 0.6202325085178018, "loss_fcos_loc": 0.1936349729076028, "loss_mask": 0.2600873177871108, "loss_maskiou": 0.005138962922501378, "loss_sem_seg": 0.2527302224189043, "lr": 0.01, "mask_rcnn/accuracy": 0.8721231312292359, "mask_rcnn/false_negative": 0.10577775583640822, "mask_rcnn/false_positive": 0.14369582958719207, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7114539751783013, "total_loss": 1.5680922596729943} {"data_time": 0.01068261731415987, "eta_seconds": 47896.1349752387, "iteration": 203599, "loss_fcos_cls": 0.23847052361816168, "loss_fcos_ctr": 0.6164950532838702, "loss_fcos_loc": 0.18268148018978536, "loss_mask": 0.26495988853275776, "loss_maskiou": 0.005735984770581126, "loss_sem_seg": 0.22761330753564835, "lr": 0.01, "mask_rcnn/accuracy": 0.8978472968134623, "mask_rcnn/false_negative": 0.09113384407530144, "mask_rcnn/false_positive": 0.14004037495511346, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.716671303845942, "total_loss": 1.5338799142773496} {"data_time": 0.009092561900615692, "eta_seconds": 47871.63850189559, "iteration": 203619, "loss_fcos_cls": 0.239885879564099, "loss_fcos_ctr": 0.6195054017007351, "loss_fcos_loc": 0.19002510351128876, "loss_mask": 0.2787618241272867, "loss_maskiou": 0.006601899087399943, "loss_sem_seg": 0.25496553303673863, "lr": 0.01, "mask_rcnn/accuracy": 0.8739726345083487, "mask_rcnn/false_negative": 0.10921853692565095, "mask_rcnn/false_positive": 0.15325691355847482, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7146724136546254, "total_loss": 1.5956917289004195} {"data_time": 0.010571789927780628, "eta_seconds": 47874.719502068125, "iteration": 203639, "loss_fcos_cls": 0.23084068368189037, "loss_fcos_ctr": 0.6191942123696208, "loss_fcos_loc": 0.18716215575113893, "loss_mask": 0.2522943103685975, "loss_maskiou": 0.00529279001057148, "loss_sem_seg": 0.23603618424385786, "lr": 0.01, "mask_rcnn/accuracy": 0.8958311873816738, "mask_rcnn/false_negative": 0.08762666213388581, "mask_rcnn/false_positive": 0.12808989279495658, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.25, "time": 0.7275835731998086, "total_loss": 1.5424922373786103} {"data_time": 0.011271362192928791, "eta_seconds": 47897.35097963642, "iteration": 203659, "loss_fcos_cls": 0.24112993339076638, "loss_fcos_ctr": 0.6183920339681208, "loss_fcos_loc": 0.18668331729713827, "loss_mask": 0.25827559269964695, "loss_maskiou": 0.004592219789628871, "loss_sem_seg": 0.24923600675538182, "lr": 0.01, "mask_rcnn/accuracy": 0.8896879905808477, "mask_rcnn/false_negative": 0.0977238282179583, "mask_rcnn/false_positive": 0.13640408312886992, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.7408297397196293, "total_loss": 1.5579088613194472} {"data_time": 0.00990106537938118, "eta_seconds": 47910.24996425863, "iteration": 203679, "loss_fcos_cls": 0.2358759108465165, "loss_fcos_ctr": 0.6186805013567209, "loss_fcos_loc": 0.19056008069310337, "loss_mask": 0.2529924698174, "loss_maskiou": 0.005256001506495522, "loss_sem_seg": 0.27161308377981186, "lr": 0.01, "mask_rcnn/accuracy": 0.8719342661306947, "mask_rcnn/false_negative": 0.10647827205922616, "mask_rcnn/false_positive": 0.12965013519284546, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.75, "time": 0.7252568984404206, "total_loss": 1.5357998375111492} {"data_time": 0.0103092510253191, "eta_seconds": 47895.80197645258, "iteration": 203699, "loss_fcos_cls": 0.23672446550335735, "loss_fcos_ctr": 0.6180898621678352, "loss_fcos_loc": 0.1864560772664845, "loss_mask": 0.2605152791365981, "loss_maskiou": 0.0052977580489823595, "loss_sem_seg": 0.27500886796042323, "lr": 0.01, "mask_rcnn/accuracy": 0.8966565657736164, "mask_rcnn/false_negative": 0.09916692251986554, "mask_rcnn/false_positive": 0.11669521156128299, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.5, "time": 0.7146601965650916, "total_loss": 1.6171252847852884} {"data_time": 0.010548216290771961, "eta_seconds": 47893.96176480036, "iteration": 203719, "loss_fcos_cls": 0.2364903416018933, "loss_fcos_ctr": 0.6173037891276181, "loss_fcos_loc": 0.18681948533048853, "loss_mask": 0.2547660768032074, "loss_maskiou": 0.005240304381004535, "loss_sem_seg": 0.253687284886837, "lr": 0.01, "mask_rcnn/accuracy": 0.884730143274447, "mask_rcnn/false_negative": 0.10013593354781047, "mask_rcnn/false_positive": 0.1274113010231962, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.0, "time": 0.7408418608829379, "total_loss": 1.5663222229195526} {"data_time": 0.009284445084631443, "eta_seconds": 47868.65894547198, "iteration": 203739, "loss_fcos_cls": 0.24785398703534156, "loss_fcos_ctr": 0.6168497567996383, "loss_fcos_loc": 0.18353676795959473, "loss_mask": 0.25252629444003105, "loss_maskiou": 0.005456294587929733, "loss_sem_seg": 0.26137782633304596, "lr": 0.01, "mask_rcnn/accuracy": 0.8939509168328985, "mask_rcnn/false_negative": 0.09133878554158208, "mask_rcnn/false_positive": 0.13488250643765543, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.5, "time": 0.6967643573880196, "total_loss": 1.598941439864575} {"data_time": 0.010587718337774277, "eta_seconds": 47851.61147899646, "iteration": 203759, "loss_fcos_cls": 0.22792100463993847, "loss_fcos_ctr": 0.6161018740385771, "loss_fcos_loc": 0.1738956932676956, "loss_mask": 0.2517169117927551, "loss_maskiou": 0.005527844237803947, "loss_sem_seg": 0.2744876150973141, "lr": 0.01, "mask_rcnn/accuracy": 0.8934217244449099, "mask_rcnn/false_negative": 0.0941125056517026, "mask_rcnn/false_positive": 0.14726364402399278, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.25, "time": 0.7354197865352035, "total_loss": 1.5558314410882303} {"data_time": 0.010405100882053375, "eta_seconds": 47897.856009819545, "iteration": 203779, "loss_fcos_cls": 0.23106454615481198, "loss_fcos_ctr": 0.6184508912265301, "loss_fcos_loc": 0.18497695366386324, "loss_mask": 0.24743657978251576, "loss_maskiou": 0.004776512785610976, "loss_sem_seg": 0.28107156651094556, "lr": 0.01, "mask_rcnn/accuracy": 0.8805617775565511, "mask_rcnn/false_negative": 0.08327522051122552, "mask_rcnn/false_positive": 0.13501159798042217, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.5, "time": 0.7317081224173307, "total_loss": 1.5554656749009155} {"data_time": 0.011140689253807068, "eta_seconds": 47883.38994738925, "iteration": 203799, "loss_fcos_cls": 0.23160228854976594, "loss_fcos_ctr": 0.618229178711772, "loss_fcos_loc": 0.19190523435827345, "loss_mask": 0.26493377005681396, "loss_maskiou": 0.00539154362923, "loss_sem_seg": 0.23246194794774055, "lr": 0.01, "mask_rcnn/accuracy": 0.8942013980917043, "mask_rcnn/false_negative": 0.08152259798932049, "mask_rcnn/false_positive": 0.13139663914018204, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.75, "time": 0.7259699711576104, "total_loss": 1.5541001417150255} {"data_time": 0.01041222270578146, "eta_seconds": 47868.92388495896, "iteration": 203819, "loss_fcos_cls": 0.24181844084523618, "loss_fcos_ctr": 0.6181160612031817, "loss_fcos_loc": 0.1865328169078566, "loss_mask": 0.2545872526243329, "loss_maskiou": 0.0052910454833181575, "loss_sem_seg": 0.2725678561255336, "lr": 0.01, "mask_rcnn/accuracy": 0.8935719600340135, "mask_rcnn/false_negative": 0.09099863908674043, "mask_rcnn/false_positive": 0.1371048069586404, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7383573884144425, "total_loss": 1.5619279530947097} {"data_time": 0.009840459562838078, "eta_seconds": 47811.27763646841, "iteration": 203839, "loss_fcos_cls": 0.23749119561398402, "loss_fcos_ctr": 0.6190290376543999, "loss_fcos_loc": 0.1833719436544925, "loss_mask": 0.2641129596158862, "loss_maskiou": 0.004828068820643239, "loss_sem_seg": 0.2743313917890191, "lr": 0.01, "mask_rcnn/accuracy": 0.8782107728118684, "mask_rcnn/false_negative": 0.08764334041035021, "mask_rcnn/false_positive": 0.15538046634190905, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.5, "time": 0.7137443711981177, "total_loss": 1.6010531802894548} {"data_time": 0.01029799971729517, "eta_seconds": 47779.511476390064, "iteration": 203859, "loss_fcos_cls": 0.2361756688915193, "loss_fcos_ctr": 0.6186715003568679, "loss_fcos_loc": 0.18966238002758473, "loss_mask": 0.24342456320300698, "loss_maskiou": 0.005184384121093899, "loss_sem_seg": 0.28927340684458613, "lr": 0.01, "mask_rcnn/accuracy": 0.888140714786584, "mask_rcnn/false_negative": 0.08449408403208993, "mask_rcnn/false_positive": 0.14998623322379354, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.0, "time": 0.7207548264414072, "total_loss": 1.5908033044470358} {"data_time": 0.009294290095567703, "eta_seconds": 47748.87026123889, "iteration": 203879, "loss_fcos_cls": 0.2336597538087517, "loss_fcos_ctr": 0.6187739120796323, "loss_fcos_loc": 0.19158523995429277, "loss_mask": 0.2720644138753414, "loss_maskiou": 0.005433430167613551, "loss_sem_seg": 0.2834357591345906, "lr": 0.01, "mask_rcnn/accuracy": 0.8841068439570949, "mask_rcnn/false_negative": 0.10170915030297051, "mask_rcnn/false_positive": 0.139826610488439, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.0, "time": 0.7204838516190648, "total_loss": 1.5916018446805538} {"data_time": 0.009896700270473957, "eta_seconds": 47757.23235769663, "iteration": 203899, "loss_fcos_cls": 0.2426455426029861, "loss_fcos_ctr": 0.6181013993918896, "loss_fcos_loc": 0.18801696691662073, "loss_mask": 0.2562318053096533, "loss_maskiou": 0.005122118047438562, "loss_sem_seg": 0.24651657417416573, "lr": 0.01, "mask_rcnn/accuracy": 0.8994223268457961, "mask_rcnn/false_negative": 0.07279592084969452, "mask_rcnn/false_positive": 0.1485808414560134, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.5, "time": 0.7270113043487072, "total_loss": 1.5461775341245811} {"data_time": 0.011237788014113903, "eta_seconds": 47781.30722100567, "iteration": 203919, "loss_fcos_cls": 0.2344863215694204, "loss_fcos_ctr": 0.6199948815628886, "loss_fcos_loc": 0.18928633898030967, "loss_mask": 0.25345553271472454, "loss_maskiou": 0.004713545560662169, "loss_sem_seg": 0.24146102974191308, "lr": 0.01, "mask_rcnn/accuracy": 0.8788846906687203, "mask_rcnn/false_negative": 0.09418365128470155, "mask_rcnn/false_positive": 0.11419758044761275, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.728838793002069, "total_loss": 1.5611367060555494} {"data_time": 0.010951596312224865, "eta_seconds": 47710.53203755524, "iteration": 203939, "loss_fcos_cls": 0.21732100122608244, "loss_fcos_ctr": 0.6154194874688983, "loss_fcos_loc": 0.17164877825416625, "loss_mask": 0.2556456704623997, "loss_maskiou": 0.005163070974958828, "loss_sem_seg": 0.25110232178121805, "lr": 0.01, "mask_rcnn/accuracy": 0.8694405562549695, "mask_rcnn/false_negative": 0.09319954650409183, "mask_rcnn/false_positive": 0.1370317147994248, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7115901969373226, "total_loss": 1.525808238053287} {"data_time": 0.011041071265935898, "eta_seconds": 47700.55171800312, "iteration": 203959, "loss_fcos_cls": 0.2261249190196395, "loss_fcos_ctr": 0.6149850459769368, "loss_fcos_loc": 0.17440768447704613, "loss_mask": 0.2583643365651369, "loss_maskiou": 0.005679046611476224, "loss_sem_seg": 0.2417683907551691, "lr": 0.01, "mask_rcnn/accuracy": 0.8998877511530928, "mask_rcnn/false_negative": 0.07371410152221906, "mask_rcnn/false_positive": 0.14599284725495254, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 25.25, "time": 0.7279004380106926, "total_loss": 1.5274503952205123} {"data_time": 0.009801089763641357, "eta_seconds": 47710.10657089949, "iteration": 203979, "loss_fcos_cls": 0.2357734851539135, "loss_fcos_ctr": 0.6188144031912088, "loss_fcos_loc": 0.18150697858072817, "loss_mask": 0.2585810152813792, "loss_maskiou": 0.005285659746732563, "loss_sem_seg": 0.27549025719054043, "lr": 0.01, "mask_rcnn/accuracy": 0.8888143842390466, "mask_rcnn/false_negative": 0.089793631723557, "mask_rcnn/false_positive": 0.1343003835153192, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7308529820293188, "total_loss": 1.569900743139442} {"data_time": 0.010009962134063244, "eta_seconds": 47667.19887695741, "iteration": 203999, "loss_fcos_cls": 0.2358239213936031, "loss_fcos_ctr": 0.6174048350658268, "loss_fcos_loc": 0.18248366890475154, "loss_mask": 0.25469068717211485, "loss_maskiou": 0.005366346056689508, "loss_sem_seg": 0.2578206886537373, "lr": 0.01, "mask_rcnn/accuracy": 0.8907440228998575, "mask_rcnn/false_negative": 0.0921582547254988, "mask_rcnn/false_positive": 0.13774456136334262, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.0, "time": 0.7003608020022511, "total_loss": 1.5513558479760832} {"data_time": 0.01008234079927206, "eta_seconds": 47636.27770299092, "iteration": 204019, "loss_fcos_cls": 0.2288394602946937, "loss_fcos_ctr": 0.6199492663145065, "loss_fcos_loc": 0.1911888828035444, "loss_mask": 0.25458256620913744, "loss_maskiou": 0.005158310457773041, "loss_sem_seg": 0.27347424579784274, "lr": 0.01, "mask_rcnn/accuracy": 0.8765238246074483, "mask_rcnn/false_negative": 0.1051396903958145, "mask_rcnn/false_positive": 0.12641771825200707, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.7141885934397578, "total_loss": 1.6173020271526184} {"data_time": 0.01105869747698307, "eta_seconds": 47608.948803319596, "iteration": 204039, "loss_fcos_cls": 0.2278810366988182, "loss_fcos_ctr": 0.6174156675115228, "loss_fcos_loc": 0.1870342259062454, "loss_mask": 0.26860734447836876, "loss_maskiou": 0.005498289960087277, "loss_sem_seg": 0.2754263957031071, "lr": 0.01, "mask_rcnn/accuracy": 0.8841462159692437, "mask_rcnn/false_negative": 0.0972926776248375, "mask_rcnn/false_positive": 0.1563991809109757, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.0, "time": 0.705997796729207, "total_loss": 1.559684945823392} {"data_time": 0.010657555423676968, "eta_seconds": 47641.6341492394, "iteration": 204059, "loss_fcos_cls": 0.23524440778419375, "loss_fcos_ctr": 0.6146587068215013, "loss_fcos_loc": 0.17982005095109344, "loss_mask": 0.24008885212242603, "loss_maskiou": 0.004555710725981044, "loss_sem_seg": 0.3292395886965096, "lr": 0.01, "mask_rcnn/accuracy": 0.8930191189378978, "mask_rcnn/false_negative": 0.06986661534097477, "mask_rcnn/false_positive": 0.1160383134785476, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7418377296999097, "total_loss": 1.5844084836062393} {"data_time": 0.010658740065991879, "eta_seconds": 47609.421329493634, "iteration": 204079, "loss_fcos_cls": 0.2635886778589338, "loss_fcos_ctr": 0.6216577077284455, "loss_fcos_loc": 0.19407932367175817, "loss_mask": 0.27523176884278655, "loss_maskiou": 0.005998381744575454, "loss_sem_seg": 0.36989039136096835, "lr": 0.01, "mask_rcnn/accuracy": 0.8788738722997529, "mask_rcnn/false_negative": 0.09045343971399963, "mask_rcnn/false_positive": 0.13949632720187533, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.25, "time": 0.7095628455281258, "total_loss": 1.7105509692337364} {"data_time": 0.008976690471172333, "eta_seconds": 47612.73459712509, "iteration": 204099, "loss_fcos_cls": 0.2401612268295139, "loss_fcos_ctr": 0.6201591892167926, "loss_fcos_loc": 0.18988583842292428, "loss_mask": 0.26657333597540855, "loss_maskiou": 0.005343278244254179, "loss_sem_seg": 0.2995044661220163, "lr": 0.01, "mask_rcnn/accuracy": 0.8720992532351286, "mask_rcnn/false_negative": 0.09954282990777319, "mask_rcnn/false_positive": 0.13328324209336062, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.5, "time": 0.7435217350721359, "total_loss": 1.652129181289638} {"data_time": 0.01005930732935667, "eta_seconds": 47564.080740679055, "iteration": 204119, "loss_fcos_cls": 0.22602609475143254, "loss_fcos_ctr": 0.6171947028487921, "loss_fcos_loc": 0.176486641401425, "loss_mask": 0.2511642863973975, "loss_maskiou": 0.005208425660384819, "loss_sem_seg": 0.27990204910747707, "lr": 0.01, "mask_rcnn/accuracy": 0.895751171012495, "mask_rcnn/false_negative": 0.1014215469765038, "mask_rcnn/false_positive": 0.11569284583090714, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.25, "time": 0.7070390535518527, "total_loss": 1.5804381940033636} {"data_time": 0.010225290432572365, "eta_seconds": 47549.64134821668, "iteration": 204139, "loss_fcos_cls": 0.2287068876903504, "loss_fcos_ctr": 0.6231070114299655, "loss_fcos_loc": 0.19514118041843176, "loss_mask": 0.26672777999192476, "loss_maskiou": 0.00538310427327815, "loss_sem_seg": 0.273653922136873, "lr": 0.01, "mask_rcnn/accuracy": 0.8782327140582677, "mask_rcnn/false_negative": 0.09831523909274041, "mask_rcnn/false_positive": 0.14293645406331007, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.25, "time": 0.7223078375682235, "total_loss": 1.6487122645921772} {"data_time": 0.009887450374662876, "eta_seconds": 47546.669996978715, "iteration": 204159, "loss_fcos_cls": 0.23920587077736855, "loss_fcos_ctr": 0.6172347986139357, "loss_fcos_loc": 0.18176388877327554, "loss_mask": 0.2563897566869855, "loss_maskiou": 0.005267202948743943, "loss_sem_seg": 0.24812669493258, "lr": 0.01, "mask_rcnn/accuracy": 0.8825448706268222, "mask_rcnn/false_negative": 0.10476195030302579, "mask_rcnn/false_positive": 0.13206021512136795, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7193073621019721, "total_loss": 1.575811071539647} {"data_time": 0.009883396327495575, "eta_seconds": 47537.199395163916, "iteration": 204179, "loss_fcos_cls": 0.24732722248882055, "loss_fcos_ctr": 0.6177599709481001, "loss_fcos_loc": 0.18495220295153558, "loss_mask": 0.2698350241407752, "loss_maskiou": 0.005965152464341372, "loss_sem_seg": 0.2661465988494456, "lr": 0.01, "mask_rcnn/accuracy": 0.8775764151814571, "mask_rcnn/false_negative": 0.10936057568315927, "mask_rcnn/false_positive": 0.1371831640598401, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.723474963568151, "total_loss": 1.5988542899576714} {"data_time": 0.009484950453042984, "eta_seconds": 47506.323170829564, "iteration": 204199, "loss_fcos_cls": 0.23686447751242667, "loss_fcos_ctr": 0.6193921575322747, "loss_fcos_loc": 0.186769999563694, "loss_mask": 0.25071156909689307, "loss_maskiou": 0.005342415959603386, "loss_sem_seg": 0.25562943890690804, "lr": 0.01, "mask_rcnn/accuracy": 0.888824101068999, "mask_rcnn/false_negative": 0.08628504530974337, "mask_rcnn/false_positive": 0.1437864765610653, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.0, "time": 0.7104269526898861, "total_loss": 1.5425600648159161} {"data_time": 0.009580971673130989, "eta_seconds": 47536.67045849562, "iteration": 204219, "loss_fcos_cls": 0.2390559297055006, "loss_fcos_ctr": 0.6186805944889784, "loss_fcos_loc": 0.18458853638730943, "loss_mask": 0.2617326113395393, "loss_maskiou": 0.0047977270660339855, "loss_sem_seg": 0.26232071430422366, "lr": 0.01, "mask_rcnn/accuracy": 0.8867043670615099, "mask_rcnn/false_negative": 0.10081700185597842, "mask_rcnn/false_positive": 0.1310394612818, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7411299478262663, "total_loss": 1.552944766031942} {"data_time": 0.010254357941448689, "eta_seconds": 47554.518885843456, "iteration": 204239, "loss_fcos_cls": 0.23973914422094822, "loss_fcos_ctr": 0.6186678986996412, "loss_fcos_loc": 0.19272026955150068, "loss_mask": 0.25772205786779523, "loss_maskiou": 0.005488606038852595, "loss_sem_seg": 0.2333029678557068, "lr": 0.01, "mask_rcnn/accuracy": 0.8973767967425361, "mask_rcnn/false_negative": 0.09617749864584615, "mask_rcnn/false_positive": 0.10691685051060454, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.25, "time": 0.7348706852644682, "total_loss": 1.5497854200730217} {"data_time": 0.00960452202707529, "eta_seconds": 47550.67051149253, "iteration": 204259, "loss_fcos_cls": 0.2425308700185269, "loss_fcos_ctr": 0.6169464085251093, "loss_fcos_loc": 0.18492729752324522, "loss_mask": 0.2580345384776592, "loss_maskiou": 0.004889718009508215, "loss_sem_seg": 0.2726225908845663, "lr": 0.01, "mask_rcnn/accuracy": 0.8966801382415495, "mask_rcnn/false_negative": 0.07305849517511889, "mask_rcnn/false_positive": 0.10330467596110338, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7337175346910954, "total_loss": 1.5601309911326098} {"data_time": 0.009914564900100231, "eta_seconds": 47538.43705204222, "iteration": 204279, "loss_fcos_cls": 0.2442085268558003, "loss_fcos_ctr": 0.61881691403687, "loss_fcos_loc": 0.18600859376601875, "loss_mask": 0.26378215476870537, "loss_maskiou": 0.00561398449644912, "loss_sem_seg": 0.2507217573001981, "lr": 0.01, "mask_rcnn/accuracy": 0.8948329493087558, "mask_rcnn/false_negative": 0.0877960170677424, "mask_rcnn/false_positive": 0.1280850414021685, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.7234165165573359, "total_loss": 1.597952447424177} {"data_time": 0.010353286750614643, "eta_seconds": 47561.92322927341, "iteration": 204299, "loss_fcos_cls": 0.25911593926139176, "loss_fcos_ctr": 0.6187162566930056, "loss_fcos_loc": 0.1973244573455304, "loss_mask": 0.2629703776910901, "loss_maskiou": 0.0052362348505994305, "loss_sem_seg": 0.3229218856431544, "lr": 0.01, "mask_rcnn/accuracy": 0.8899241514787734, "mask_rcnn/false_negative": 0.10148450870820724, "mask_rcnn/false_positive": 0.12116598389077943, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7492445930838585, "total_loss": 1.6813079801795539} {"data_time": 0.010867215692996979, "eta_seconds": 47555.78591889236, "iteration": 204319, "loss_fcos_cls": 0.25296750385314226, "loss_fcos_ctr": 0.6196527276188135, "loss_fcos_loc": 0.1915341024287045, "loss_mask": 0.2700606631115079, "loss_maskiou": 0.005241003877017647, "loss_sem_seg": 0.2582561979070306, "lr": 0.01, "mask_rcnn/accuracy": 0.8963273751281334, "mask_rcnn/false_negative": 0.0630870457283002, "mask_rcnn/false_positive": 0.12528737854310984, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.7438045581802726, "total_loss": 1.6187069417646853} {"data_time": 0.010314986109733582, "eta_seconds": 47541.3050839724, "iteration": 204339, "loss_fcos_cls": 0.2503854614915326, "loss_fcos_ctr": 0.6206767288967967, "loss_fcos_loc": 0.1886346263345331, "loss_mask": 0.27145360223948956, "loss_maskiou": 0.005100567053887062, "loss_sem_seg": 0.24686317902524024, "lr": 0.01, "mask_rcnn/accuracy": 0.875704350161117, "mask_rcnn/false_negative": 0.09350245633705455, "mask_rcnn/false_positive": 0.1443988366732562, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.75, "time": 0.733640743419528, "total_loss": 1.593655061609752} {"data_time": 0.009660063311457634, "eta_seconds": 47526.82424905244, "iteration": 204359, "loss_fcos_cls": 0.26029055076651275, "loss_fcos_ctr": 0.6213688934221864, "loss_fcos_loc": 0.19308961019851267, "loss_mask": 0.27922183461487293, "loss_maskiou": 0.005375174125219928, "loss_sem_seg": 0.2804286549799144, "lr": 0.01, "mask_rcnn/accuracy": 0.8796801049778464, "mask_rcnn/false_negative": 0.08500662200301173, "mask_rcnn/false_positive": 0.15362482886645784, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7193389106541872, "total_loss": 1.6079589324144763} {"data_time": 0.010703775100409985, "eta_seconds": 47527.12354541663, "iteration": 204379, "loss_fcos_cls": 0.24022474011871964, "loss_fcos_ctr": 0.6159871108829975, "loss_fcos_loc": 0.1795382258715108, "loss_mask": 0.24609448481351137, "loss_maskiou": 0.005457211045722943, "loss_sem_seg": 0.28174595162272453, "lr": 0.01, "mask_rcnn/accuracy": 0.8893247022129009, "mask_rcnn/false_negative": 0.11136513532452993, "mask_rcnn/false_positive": 0.09756888574792186, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7398927519097924, "total_loss": 1.5518689090094995} {"data_time": 0.010509137064218521, "eta_seconds": 47524.43511191569, "iteration": 204399, "loss_fcos_cls": 0.24890830437652767, "loss_fcos_ctr": 0.6216295287013054, "loss_fcos_loc": 0.19811376094003208, "loss_mask": 0.24810647312551737, "loss_maskiou": 0.005271216374239884, "loss_sem_seg": 0.25085541047155857, "lr": 0.01, "mask_rcnn/accuracy": 0.8885304469009827, "mask_rcnn/false_negative": 0.08748151295976014, "mask_rcnn/false_positive": 0.1331846417956526, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.7244468089193106, "total_loss": 1.5706474732796778} {"data_time": 0.010699351318180561, "eta_seconds": 47490.53710577823, "iteration": 204419, "loss_fcos_cls": 0.23132509121205658, "loss_fcos_ctr": 0.6180787729099393, "loss_fcos_loc": 0.18565505906008184, "loss_mask": 0.2504194136708975, "loss_maskiou": 0.005530264454137068, "loss_sem_seg": 0.270863214507699, "lr": 0.01, "mask_rcnn/accuracy": 0.876204648526077, "mask_rcnn/false_negative": 0.0950188258159477, "mask_rcnn/false_positive": 0.14929645465703903, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.716192489489913, "total_loss": 1.5410186622320907} {"data_time": 0.009978944435715675, "eta_seconds": 47476.0540887136, "iteration": 204439, "loss_fcos_cls": 0.2403461509384215, "loss_fcos_ctr": 0.6209431737661362, "loss_fcos_loc": 0.18830504431389272, "loss_mask": 0.2576288739219308, "loss_maskiou": 0.004949144393322058, "loss_sem_seg": 0.23739605234004557, "lr": 0.01, "mask_rcnn/accuracy": 0.8792076407175773, "mask_rcnn/false_negative": 0.09371137561397921, "mask_rcnn/false_positive": 0.13073676474833887, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7165369587019086, "total_loss": 1.5505906240287004} {"data_time": 0.00955321453511715, "eta_seconds": 47467.731270602904, "iteration": 204459, "loss_fcos_cls": 0.2397876677569002, "loss_fcos_ctr": 0.6211586291901767, "loss_fcos_loc": 0.19309850968420506, "loss_mask": 0.26489461679011583, "loss_maskiou": 0.00533551633998286, "loss_sem_seg": 0.24734368931967765, "lr": 0.01, "mask_rcnn/accuracy": 0.8795859690029858, "mask_rcnn/false_negative": 0.09543374805204319, "mask_rcnn/false_positive": 0.13597264556242805, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.25, "time": 0.7326076244935393, "total_loss": 1.5849566464530653} {"data_time": 0.010019870474934578, "eta_seconds": 47459.42580622248, "iteration": 204479, "loss_fcos_cls": 0.2477557040983811, "loss_fcos_ctr": 0.6146153649315238, "loss_fcos_loc": 0.18707247998099774, "loss_mask": 0.2546301707625389, "loss_maskiou": 0.004870987613685429, "loss_sem_seg": 0.25105666124727577, "lr": 0.01, "mask_rcnn/accuracy": 0.9059257291711611, "mask_rcnn/false_negative": 0.06694796694301651, "mask_rcnn/false_positive": 0.12565357804221985, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.5, "time": 0.7325266525149345, "total_loss": 1.5760603299277136} {"data_time": 0.011196587234735489, "eta_seconds": 47444.93902311288, "iteration": 204499, "loss_fcos_cls": 0.23390213074162602, "loss_fcos_ctr": 0.6160598392598331, "loss_fcos_loc": 0.18203799112234265, "loss_mask": 0.25941671850159764, "loss_maskiou": 0.005377232293540146, "loss_sem_seg": 0.27830265183001757, "lr": 0.01, "mask_rcnn/accuracy": 0.8997031140042224, "mask_rcnn/false_negative": 0.08816850194332532, "mask_rcnn/false_positive": 0.11493527291400574, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7228393405675888, "total_loss": 1.580769735352078} {"data_time": 0.010344257578253746, "eta_seconds": 47420.734206262976, "iteration": 204519, "loss_fcos_cls": 0.23577044194098562, "loss_fcos_ctr": 0.6169125596061349, "loss_fcos_loc": 0.1756027324590832, "loss_mask": 0.2481202450580895, "loss_maskiou": 0.00508589584933361, "loss_sem_seg": 0.28577898209914565, "lr": 0.01, "mask_rcnn/accuracy": 0.8871636677759127, "mask_rcnn/false_negative": 0.08339549072285041, "mask_rcnn/false_positive": 0.15334601132395137, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.25, "time": 0.7262704279273748, "total_loss": 1.5717553761787713} {"data_time": 0.009061244316399097, "eta_seconds": 47402.49590388313, "iteration": 204539, "loss_fcos_cls": 0.2448431875091046, "loss_fcos_ctr": 0.6168117132037878, "loss_fcos_loc": 0.17401921306736767, "loss_mask": 0.256783508695662, "loss_maskiou": 0.005796270081191324, "loss_sem_seg": 0.29112862329930067, "lr": 0.01, "mask_rcnn/accuracy": 0.8892870771426589, "mask_rcnn/false_negative": 0.09193660600151157, "mask_rcnn/false_positive": 0.1311656115143026, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.0, "time": 0.7186356391757727, "total_loss": 1.6129037453865749} {"data_time": 0.010297372937202454, "eta_seconds": 47389.155986325815, "iteration": 204559, "loss_fcos_cls": 0.2455429324763827, "loss_fcos_ctr": 0.617166974581778, "loss_fcos_loc": 0.18656083091627806, "loss_mask": 0.2531394842080772, "loss_maskiou": 0.005402962444350123, "loss_sem_seg": 0.27662603836506605, "lr": 0.01, "mask_rcnn/accuracy": 0.8972918031232764, "mask_rcnn/false_negative": 0.10068885474520423, "mask_rcnn/false_positive": 0.10001685355525264, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7363291699439287, "total_loss": 1.6027516649774043} {"data_time": 0.009889340028166771, "eta_seconds": 47386.99189067446, "iteration": 204579, "loss_fcos_cls": 0.2346627910155803, "loss_fcos_ctr": 0.6179757807403803, "loss_fcos_loc": 0.18609874858520925, "loss_mask": 0.26476396154612303, "loss_maskiou": 0.005966262877336703, "loss_sem_seg": 0.2891778275370598, "lr": 0.01, "mask_rcnn/accuracy": 0.8897093179377014, "mask_rcnn/false_negative": 0.0907866669812631, "mask_rcnn/false_positive": 0.1400336724142466, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.25, "time": 0.7399351187050343, "total_loss": 1.6038248947297689} {"data_time": 0.009952742606401443, "eta_seconds": 47407.03837760445, "iteration": 204599, "loss_fcos_cls": 0.2352684027282521, "loss_fcos_ctr": 0.6177393835969269, "loss_fcos_loc": 0.18670112069230527, "loss_mask": 0.25253426330164075, "loss_maskiou": 0.005098373498185538, "loss_sem_seg": 0.2695165369659662, "lr": 0.01, "mask_rcnn/accuracy": 0.902938148943788, "mask_rcnn/false_negative": 0.08586610439238157, "mask_rcnn/false_positive": 0.10844803267202596, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.75, "time": 0.7333225049078465, "total_loss": 1.563755286304513} {"data_time": 0.010245952755212784, "eta_seconds": 47426.855253487825, "iteration": 204619, "loss_fcos_cls": 0.24091149494051933, "loss_fcos_ctr": 0.6189552070572972, "loss_fcos_loc": 0.19142364943400025, "loss_mask": 0.2630617907270789, "loss_maskiou": 0.005266610416583717, "loss_sem_seg": 0.27304625418037176, "lr": 0.01, "mask_rcnn/accuracy": 0.8746808775353458, "mask_rcnn/false_negative": 0.09178956470920671, "mask_rcnn/false_positive": 0.15670257120603998, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7239073077216744, "total_loss": 1.6373127940896666} {"data_time": 0.010136581026017666, "eta_seconds": 47360.66279749945, "iteration": 204639, "loss_fcos_cls": 0.2352960859425366, "loss_fcos_ctr": 0.6192446099594235, "loss_fcos_loc": 0.189247312489897, "loss_mask": 0.25773125141859055, "loss_maskiou": 0.005649124177580234, "loss_sem_seg": 0.26401848439127207, "lr": 0.01, "mask_rcnn/accuracy": 0.8950519976135616, "mask_rcnn/false_negative": 0.07943746706261737, "mask_rcnn/false_positive": 0.12075044624669037, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.5, "time": 0.7184433555230498, "total_loss": 1.5798899242581683} {"data_time": 0.010018819011747837, "eta_seconds": 47322.882301955484, "iteration": 204659, "loss_fcos_cls": 0.24976892909035087, "loss_fcos_ctr": 0.6184928063303232, "loss_fcos_loc": 0.1897885832004249, "loss_mask": 0.27318247873336077, "loss_maskiou": 0.004841700905672042, "loss_sem_seg": 0.21627254434861243, "lr": 0.01, "mask_rcnn/accuracy": 0.8614703934458399, "mask_rcnn/false_negative": 0.09792630971080159, "mask_rcnn/false_positive": 0.12761299401145826, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.75, "time": 0.7197705190628767, "total_loss": 1.5429832536465256} {"data_time": 0.009913015179336071, "eta_seconds": 47319.86460536346, "iteration": 204679, "loss_fcos_cls": 0.23315717338118702, "loss_fcos_ctr": 0.6169848637655377, "loss_fcos_loc": 0.18382796086370945, "loss_mask": 0.25152020901441574, "loss_maskiou": 0.00492218611179851, "loss_sem_seg": 0.25218276819214225, "lr": 0.01, "mask_rcnn/accuracy": 0.8870651582705155, "mask_rcnn/false_negative": 0.10904650016284234, "mask_rcnn/false_positive": 0.12268065869902513, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.0, "time": 0.729982141405344, "total_loss": 1.5402578076173086} {"data_time": 0.0105535127222538, "eta_seconds": 47307.409407857805, "iteration": 204699, "loss_fcos_cls": 0.23764181789010763, "loss_fcos_ctr": 0.6140144113451242, "loss_fcos_loc": 0.1825602783355862, "loss_mask": 0.2521692616865039, "loss_maskiou": 0.005633990411297418, "loss_sem_seg": 0.2590860826894641, "lr": 0.01, "mask_rcnn/accuracy": 0.8809334001457726, "mask_rcnn/false_negative": 0.08760075750646865, "mask_rcnn/false_positive": 0.16119237251319773, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7285163272172213, "total_loss": 1.5420688386420807} {"data_time": 0.010893918573856354, "eta_seconds": 47302.69469689205, "iteration": 204719, "loss_fcos_cls": 0.25038827839307487, "loss_fcos_ctr": 0.6194306444376707, "loss_fcos_loc": 0.18653905764222145, "loss_mask": 0.25685812532901764, "loss_maskiou": 0.0056092204831657, "loss_sem_seg": 0.2849696218036115, "lr": 0.01, "mask_rcnn/accuracy": 0.9004825185888309, "mask_rcnn/false_negative": 0.10599870799191366, "mask_rcnn/false_positive": 0.09587666166652173, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 25.75, "time": 0.7317733522504568, "total_loss": 1.6139998342623585} {"data_time": 0.009519651532173157, "eta_seconds": 47369.142973599955, "iteration": 204739, "loss_fcos_cls": 0.24208492180332541, "loss_fcos_ctr": 0.6203279220499098, "loss_fcos_loc": 0.1898862374946475, "loss_mask": 0.2642455045133829, "loss_maskiou": 0.005422611073299777, "loss_sem_seg": 0.30257325107231736, "lr": 0.01, "mask_rcnn/accuracy": 0.880258880660698, "mask_rcnn/false_negative": 0.1038929625791698, "mask_rcnn/false_positive": 0.12912653700323345, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.7268742900341749, "total_loss": 1.6301764836716757} {"data_time": 0.011037838645279408, "eta_seconds": 47363.59286174644, "iteration": 204759, "loss_fcos_cls": 0.2444614744745195, "loss_fcos_ctr": 0.6166916040237993, "loss_fcos_loc": 0.18002647813409567, "loss_mask": 0.26217502541840076, "loss_maskiou": 0.005904691290197661, "loss_sem_seg": 0.27386010019108653, "lr": 0.01, "mask_rcnn/accuracy": 0.9027821765498651, "mask_rcnn/false_negative": 0.08296836043802583, "mask_rcnn/false_positive": 0.10949186730353855, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.5, "time": 0.7518426161259413, "total_loss": 1.574244456132874} {"data_time": 0.009369556792080402, "eta_seconds": 47349.07328268979, "iteration": 204779, "loss_fcos_cls": 0.24400497623719275, "loss_fcos_ctr": 0.6178432246670127, "loss_fcos_loc": 0.18055347679182887, "loss_mask": 0.2613829802721739, "loss_maskiou": 0.005980763540719636, "loss_sem_seg": 0.2855968566145748, "lr": 0.01, "mask_rcnn/accuracy": 0.8902145473574045, "mask_rcnn/false_negative": 0.09533027210294365, "mask_rcnn/false_positive": 0.11081157750492243, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.7394474763423204, "total_loss": 1.607839382646489} {"data_time": 0.009945562109351158, "eta_seconds": 47353.049311185256, "iteration": 204799, "loss_fcos_cls": 0.23837008432019502, "loss_fcos_ctr": 0.6203768202103674, "loss_fcos_loc": 0.1848671274492517, "loss_mask": 0.2512117838487029, "loss_maskiou": 0.0056236013770103455, "loss_sem_seg": 0.2682010275311768, "lr": 0.01, "mask_rcnn/accuracy": 0.8751258024154064, "mask_rcnn/false_negative": 0.12027209444915642, "mask_rcnn/false_positive": 0.13090775617509853, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.75, "time": 0.7352128596976399, "total_loss": 1.5724418335885275} {"data_time": 0.009496591053903103, "eta_seconds": 47332.87131296005, "iteration": 204819, "loss_fcos_cls": 0.24563810543622822, "loss_fcos_ctr": 0.6162615031935275, "loss_fcos_loc": 0.18839906505309045, "loss_mask": 0.25457399152219296, "loss_maskiou": 0.005704724171664566, "loss_sem_seg": 0.2514568056212738, "lr": 0.01, "mask_rcnn/accuracy": 0.8630008655751618, "mask_rcnn/false_negative": 0.11644237737609292, "mask_rcnn/false_positive": 0.15411676202844196, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.75, "time": 0.7348959781229496, "total_loss": 1.596638728879043} {"data_time": 0.009424161165952682, "eta_seconds": 47354.682330718264, "iteration": 204839, "loss_fcos_cls": 0.2521316714119166, "loss_fcos_ctr": 0.6201141029596329, "loss_fcos_loc": 0.1821790609974414, "loss_mask": 0.2539960849098861, "loss_maskiou": 0.005411111003922997, "loss_sem_seg": 0.27651008078828454, "lr": 0.01, "mask_rcnn/accuracy": 0.8752140022675736, "mask_rcnn/false_negative": 0.10288729947874421, "mask_rcnn/false_positive": 0.15466477668811016, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 40.25, "time": 0.7389928437769413, "total_loss": 1.5814208429001155} {"data_time": 0.009868821129202843, "eta_seconds": 47340.14766049199, "iteration": 204859, "loss_fcos_cls": 0.23079441348090768, "loss_fcos_ctr": 0.6192180630750954, "loss_fcos_loc": 0.18263589858543128, "loss_mask": 0.25030021369457245, "loss_maskiou": 0.004899489318631822, "loss_sem_seg": 0.2625941797159612, "lr": 0.01, "mask_rcnn/accuracy": 0.8788936627282492, "mask_rcnn/false_negative": 0.10161320606111515, "mask_rcnn/false_positive": 0.12839981858842225, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.25, "time": 0.7191991405561566, "total_loss": 1.5551111818931531} {"data_time": 0.010195313021540642, "eta_seconds": 47308.55937624257, "iteration": 204879, "loss_fcos_cls": 0.25910116476006806, "loss_fcos_ctr": 0.6184062999673188, "loss_fcos_loc": 0.18804240587633103, "loss_mask": 0.25551480799913406, "loss_maskiou": 0.005449122319987509, "loss_sem_seg": 0.2746978444047272, "lr": 0.01, "mask_rcnn/accuracy": 0.8720830793199215, "mask_rcnn/false_negative": 0.09157071998120851, "mask_rcnn/false_positive": 0.1393501275154967, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 38.75, "time": 0.7163530634716153, "total_loss": 1.6136747054115403} {"data_time": 0.00933351181447506, "eta_seconds": 47304.82815204095, "iteration": 204899, "loss_fcos_cls": 0.2408271231688559, "loss_fcos_ctr": 0.6205568322911859, "loss_fcos_loc": 0.19446468516252935, "loss_mask": 0.2659309059381485, "loss_maskiou": 0.005230983872024808, "loss_sem_seg": 0.26307811378501356, "lr": 0.01, "mask_rcnn/accuracy": 0.8605842804014645, "mask_rcnn/false_negative": 0.10164077687346856, "mask_rcnn/false_positive": 0.1417689167533529, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.25, "time": 0.7449331190437078, "total_loss": 1.5935731019562809} {"data_time": 0.010738135315477848, "eta_seconds": 47269.8719043294, "iteration": 204919, "loss_fcos_cls": 0.23487651045434177, "loss_fcos_ctr": 0.6196097950451076, "loss_fcos_loc": 0.18604316341225058, "loss_mask": 0.2564231054857373, "loss_maskiou": 0.004756068949063774, "loss_sem_seg": 0.28445824957452714, "lr": 0.01, "mask_rcnn/accuracy": 0.8917864774620423, "mask_rcnn/false_negative": 0.0856890105192999, "mask_rcnn/false_positive": 0.13893646396905535, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.5, "time": 0.7354168733581901, "total_loss": 1.6054618704074528} {"data_time": 0.009272229857742786, "eta_seconds": 47275.76265187841, "iteration": 204939, "loss_fcos_cls": 0.23930907528847456, "loss_fcos_ctr": 0.6173876440152526, "loss_fcos_loc": 0.18752037768717855, "loss_mask": 0.25174157973378897, "loss_maskiou": 0.0048771893852972426, "loss_sem_seg": 0.2788866478949785, "lr": 0.01, "mask_rcnn/accuracy": 0.8840509704493793, "mask_rcnn/false_negative": 0.10722783485112333, "mask_rcnn/false_positive": 0.12772352843750312, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.5, "time": 0.7164632370695472, "total_loss": 1.587067999993451} {"data_time": 0.012058442458510399, "eta_seconds": 47267.47430936061, "iteration": 204959, "loss_fcos_cls": 0.24177560163661838, "loss_fcos_ctr": 0.618794908747077, "loss_fcos_loc": 0.18429015448782593, "loss_mask": 0.26617935579270124, "loss_maskiou": 0.005299762466165703, "loss_sem_seg": 0.2578297099098563, "lr": 0.01, "mask_rcnn/accuracy": 0.8884265347872943, "mask_rcnn/false_negative": 0.07624286604444058, "mask_rcnn/false_positive": 0.14329316859087998, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.5, "time": 0.739115503616631, "total_loss": 1.567996182711795} {"data_time": 0.010103465057909489, "eta_seconds": 47252.93963913433, "iteration": 204979, "loss_fcos_cls": 0.25537177082151175, "loss_fcos_ctr": 0.6199104944244027, "loss_fcos_loc": 0.1859678674954921, "loss_mask": 0.26356842648237944, "loss_maskiou": 0.005031623630202375, "loss_sem_seg": 0.26697639748454094, "lr": 0.01, "mask_rcnn/accuracy": 0.8712357283338867, "mask_rcnn/false_negative": 0.09633093871706547, "mask_rcnn/false_positive": 0.1395181725310876, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.75, "time": 0.7326819756999612, "total_loss": 1.5810317256618873} {"data_time": 0.01038968376815319, "eta_seconds": 47238.40496890806, "iteration": 204999, "loss_fcos_cls": 0.2395525659667328, "loss_fcos_ctr": 0.6173318075016141, "loss_fcos_loc": 0.1905727858102182, "loss_mask": 0.2496636244468391, "loss_maskiou": 0.005341069874702953, "loss_sem_seg": 0.2476589127909392, "lr": 0.01, "mask_rcnn/accuracy": 0.8722323091899766, "mask_rcnn/false_negative": 0.0869625356638224, "mask_rcnn/false_positive": 0.16431202080703108, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7172161163762212, "total_loss": 1.563635875339969} {"data_time": 0.010470091365277767, "eta_seconds": 47265.31502704695, "iteration": 205019, "loss_fcos_cls": 0.23524031415581703, "loss_fcos_ctr": 0.6155177382752299, "loss_fcos_loc": 0.17595869244541973, "loss_mask": 0.23838375369086862, "loss_maskiou": 0.0047298819772549905, "loss_sem_seg": 0.2666756210383028, "lr": 0.01, "mask_rcnn/accuracy": 0.9059305115724451, "mask_rcnn/false_negative": 0.06478745388988699, "mask_rcnn/false_positive": 0.08462539157116686, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 25.25, "time": 0.7325836615636945, "total_loss": 1.55709723101063} {"data_time": 0.010155180469155312, "eta_seconds": 47262.30415732041, "iteration": 205039, "loss_fcos_cls": 0.24883039807900786, "loss_fcos_ctr": 0.6193090407177806, "loss_fcos_loc": 0.1902190395630896, "loss_mask": 0.2614147448912263, "loss_maskiou": 0.0051848906150553375, "loss_sem_seg": 0.2721720871049911, "lr": 0.01, "mask_rcnn/accuracy": 0.8794749267894032, "mask_rcnn/false_negative": 0.10143447042695732, "mask_rcnn/false_positive": 0.14841505638024682, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.7258706921711564, "total_loss": 1.6198516300937627} {"data_time": 0.01068244781345129, "eta_seconds": 47194.80095822923, "iteration": 205059, "loss_fcos_cls": 0.2425261401804164, "loss_fcos_ctr": 0.6172508439049125, "loss_fcos_loc": 0.18941460840869695, "loss_mask": 0.2630256279371679, "loss_maskiou": 0.005559192468354013, "loss_sem_seg": 0.2784678202588111, "lr": 0.01, "mask_rcnn/accuracy": 0.8844450310028318, "mask_rcnn/false_negative": 0.09837780694658708, "mask_rcnn/false_positive": 0.1307262257951319, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7091259611770511, "total_loss": 1.597700695048843} {"data_time": 0.009717954322695732, "eta_seconds": 47189.16127339192, "iteration": 205079, "loss_fcos_cls": 0.24415083415806293, "loss_fcos_ctr": 0.6179606183432043, "loss_fcos_loc": 0.18513528164476156, "loss_mask": 0.2576089738868177, "loss_maskiou": 0.005344350662198849, "loss_sem_seg": 0.2609682879410684, "lr": 0.01, "mask_rcnn/accuracy": 0.8934661047963489, "mask_rcnn/false_negative": 0.08676731832362009, "mask_rcnn/false_positive": 0.14131330974810602, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7282183486968279, "total_loss": 1.5752898306891439} {"data_time": 0.010976198129355907, "eta_seconds": 47159.94872086868, "iteration": 205099, "loss_fcos_cls": 0.24912112019956112, "loss_fcos_ctr": 0.6182279568165541, "loss_fcos_loc": 0.18893009528983384, "loss_mask": 0.26279917266219854, "loss_maskiou": 0.005373400403186679, "loss_sem_seg": 0.2868849551305175, "lr": 0.01, "mask_rcnn/accuracy": 0.8799170131015369, "mask_rcnn/false_negative": 0.09096003751240034, "mask_rcnn/false_positive": 0.1291175082654935, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7113395752385259, "total_loss": 1.5997264318793896} {"data_time": 0.010400669649243355, "eta_seconds": 47170.29987214878, "iteration": 205119, "loss_fcos_cls": 0.24509685905650258, "loss_fcos_ctr": 0.6207642545923591, "loss_fcos_loc": 0.19277792610228062, "loss_mask": 0.27829404175281525, "loss_maskiou": 0.006003138842061162, "loss_sem_seg": 0.2748749987222254, "lr": 0.01, "mask_rcnn/accuracy": 0.8756878644314869, "mask_rcnn/false_negative": 0.09754266231769815, "mask_rcnn/false_positive": 0.14859116577073722, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.75, "time": 0.7131602996960282, "total_loss": 1.6089026263871347} {"data_time": 0.010227258317172527, "eta_seconds": 47136.662277324125, "iteration": 205139, "loss_fcos_cls": 0.24215662572532892, "loss_fcos_ctr": 0.6194138526916504, "loss_fcos_loc": 0.18649787991307676, "loss_mask": 0.25630196556448936, "loss_maskiou": 0.005107535587740131, "loss_sem_seg": 0.28076008916832507, "lr": 0.01, "mask_rcnn/accuracy": 0.8850143011750154, "mask_rcnn/false_negative": 0.08328941772744294, "mask_rcnn/false_positive": 0.11995535750173852, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.5, "time": 0.7129230638965964, "total_loss": 1.5719006258805166} {"data_time": 0.010070594027638435, "eta_seconds": 47141.218754488975, "iteration": 205159, "loss_fcos_cls": 0.23438556888140738, "loss_fcos_ctr": 0.6199847310781479, "loss_fcos_loc": 0.18277784285601228, "loss_mask": 0.26357528287917376, "loss_maskiou": 0.004844510978728067, "loss_sem_seg": 0.24464966729283333, "lr": 0.01, "mask_rcnn/accuracy": 0.8921607679616697, "mask_rcnn/false_negative": 0.10073454370629356, "mask_rcnn/false_positive": 0.11252649036304109, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.5, "time": 0.7295912439003587, "total_loss": 1.5650957680481952} {"data_time": 0.008977467194199562, "eta_seconds": 47113.83131515514, "iteration": 205179, "loss_fcos_cls": 0.25009248359128833, "loss_fcos_ctr": 0.6183635871857405, "loss_fcos_loc": 0.18521788180805743, "loss_mask": 0.2528442144393921, "loss_maskiou": 0.005739262451243121, "loss_sem_seg": 0.26738287205807865, "lr": 0.01, "mask_rcnn/accuracy": 0.8867771379563832, "mask_rcnn/false_negative": 0.08241980236682726, "mask_rcnn/false_positive": 0.12852687471163052, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.5, "time": 0.724239656701684, "total_loss": 1.59330379335006} {"data_time": 0.009958930313587189, "eta_seconds": 47123.40304830484, "iteration": 205199, "loss_fcos_cls": 0.2472895560786128, "loss_fcos_ctr": 0.6186683736741543, "loss_fcos_loc": 0.1803921702085063, "loss_mask": 0.25542099960148335, "loss_maskiou": 0.005693723796866834, "loss_sem_seg": 0.29442335257772356, "lr": 0.01, "mask_rcnn/accuracy": 0.9006335478495652, "mask_rcnn/false_negative": 0.09158385837739953, "mask_rcnn/false_positive": 0.12463313499069133, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7214750815182924, "total_loss": 1.616626141301822} {"data_time": 0.01011696457862854, "eta_seconds": 47119.840765256435, "iteration": 205219, "loss_fcos_cls": 0.2417034066747874, "loss_fcos_ctr": 0.6209221398457885, "loss_fcos_loc": 0.18597836652770638, "loss_mask": 0.24425812670961022, "loss_maskiou": 0.005113364113640273, "loss_sem_seg": 0.28422681661322713, "lr": 0.01, "mask_rcnn/accuracy": 0.879326730692277, "mask_rcnn/false_negative": 0.0836076640958939, "mask_rcnn/false_positive": 0.1463214114113337, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.5, "time": 0.7398444637656212, "total_loss": 1.5609535037510796} {"data_time": 0.0101455794647336, "eta_seconds": 47105.29333907738, "iteration": 205239, "loss_fcos_cls": 0.2346731540746987, "loss_fcos_ctr": 0.616825015284121, "loss_fcos_loc": 0.18512543744873255, "loss_mask": 0.2592105562798679, "loss_maskiou": 0.005773536962806247, "loss_sem_seg": 0.26688282447867095, "lr": 0.01, "mask_rcnn/accuracy": 0.874974876314162, "mask_rcnn/false_negative": 0.13113121887987708, "mask_rcnn/false_positive": 0.13103855435216366, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7327021947130561, "total_loss": 1.5765016346849734} {"data_time": 0.00947681162506342, "eta_seconds": 47124.87756769732, "iteration": 205259, "loss_fcos_cls": 0.22919942496810108, "loss_fcos_ctr": 0.6165815512649715, "loss_fcos_loc": 0.18087388016283512, "loss_mask": 0.2566067585721612, "loss_maskiou": 0.004852134372413275, "loss_sem_seg": 0.24553932948037982, "lr": 0.01, "mask_rcnn/accuracy": 0.8803055574157472, "mask_rcnn/false_negative": 0.09961981789349769, "mask_rcnn/false_positive": 0.13895157017848336, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.5, "time": 0.7520938375964761, "total_loss": 1.5487302261190052} {"data_time": 0.011592562310397625, "eta_seconds": 47053.97540150955, "iteration": 205279, "loss_fcos_cls": 0.23379864386515692, "loss_fcos_ctr": 0.6154871545732021, "loss_fcos_loc": 0.17213700007414445, "loss_mask": 0.25694284308701754, "loss_maskiou": 0.005553242095629685, "loss_sem_seg": 0.22988053679000586, "lr": 0.01, "mask_rcnn/accuracy": 0.8958357707489776, "mask_rcnn/false_negative": 0.07269156862240034, "mask_rcnn/false_positive": 0.1391205797392373, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.0, "time": 0.7187248626723886, "total_loss": 1.5308752856799401} {"data_time": 0.010523160919547081, "eta_seconds": 47002.30519438628, "iteration": 205299, "loss_fcos_cls": 0.23954887269064784, "loss_fcos_ctr": 0.6173381879925728, "loss_fcos_loc": 0.18260455538984388, "loss_mask": 0.2622822728008032, "loss_maskiou": 0.00506274832150666, "loss_sem_seg": 0.26433360599912703, "lr": 0.01, "mask_rcnn/accuracy": 0.8838717947985466, "mask_rcnn/false_negative": 0.08531132357516566, "mask_rcnn/false_positive": 0.13118040658986843, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.0, "time": 0.7154311453923583, "total_loss": 1.5794234940840397} {"data_time": 0.010328661650419235, "eta_seconds": 46957.709745584056, "iteration": 205319, "loss_fcos_cls": 0.24352550122421235, "loss_fcos_ctr": 0.6178568722680211, "loss_fcos_loc": 0.18786039855331182, "loss_mask": 0.2623975924216211, "loss_maskiou": 0.00513081879762467, "loss_sem_seg": 0.25762237841263413, "lr": 0.01, "mask_rcnn/accuracy": 0.8777966641617085, "mask_rcnn/false_negative": 0.10332329771484006, "mask_rcnn/false_positive": 0.1231514411550988, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.5, "time": 0.7212019851431251, "total_loss": 1.5712161724368343} {"data_time": 0.01034251507371664, "eta_seconds": 46940.05802616291, "iteration": 205339, "loss_fcos_cls": 0.24490649462677538, "loss_fcos_ctr": 0.6206794157624245, "loss_fcos_loc": 0.19233393255854025, "loss_mask": 0.2543157432228327, "loss_maskiou": 0.005246501605142839, "loss_sem_seg": 0.24679697211831808, "lr": 0.01, "mask_rcnn/accuracy": 0.8773262476983275, "mask_rcnn/false_negative": 0.10594433597690496, "mask_rcnn/false_positive": 0.12297517435809813, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7227492444217205, "total_loss": 1.5486541662539821} {"data_time": 0.009977648966014385, "eta_seconds": 46924.60807168018, "iteration": 205359, "loss_fcos_cls": 0.22802793909795582, "loss_fcos_ctr": 0.618756216019392, "loss_fcos_loc": 0.19152559014037251, "loss_mask": 0.2477880036458373, "loss_maskiou": 0.004956788914569188, "loss_sem_seg": 0.24569508619606495, "lr": 0.01, "mask_rcnn/accuracy": 0.8731556539808806, "mask_rcnn/false_negative": 0.10101938800283831, "mask_rcnn/false_positive": 0.1490537847163288, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 40.0, "time": 0.7067452995106578, "total_loss": 1.5418072603933979} {"data_time": 0.010434516705572605, "eta_seconds": 46890.93588400073, "iteration": 205379, "loss_fcos_cls": 0.22925251768901944, "loss_fcos_ctr": 0.6186011559329927, "loss_fcos_loc": 0.18437313719186932, "loss_mask": 0.25325872749090195, "loss_maskiou": 0.00440514075307874, "loss_sem_seg": 0.25254930451046675, "lr": 0.01, "mask_rcnn/accuracy": 0.8811226871701061, "mask_rcnn/false_negative": 0.09412069592735774, "mask_rcnn/false_positive": 0.15504759044519867, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 35.25, "time": 0.7390551585704088, "total_loss": 1.5475797431790852} {"data_time": 0.01033219788223505, "eta_seconds": 46876.42328410782, "iteration": 205399, "loss_fcos_cls": 0.2342842034995556, "loss_fcos_ctr": 0.6156726693734527, "loss_fcos_loc": 0.17700937564950436, "loss_mask": 0.23773866519331932, "loss_maskiou": 0.004976159674697556, "loss_sem_seg": 0.2656976021826267, "lr": 0.01, "mask_rcnn/accuracy": 0.9012866774616823, "mask_rcnn/false_negative": 0.07145849664392281, "mask_rcnn/false_positive": 0.12646560352505337, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7110320599749684, "total_loss": 1.5659066328480549} {"data_time": 0.00895483698695898, "eta_seconds": 46861.910684214905, "iteration": 205419, "loss_fcos_cls": 0.23559903865680099, "loss_fcos_ctr": 0.6168693834915757, "loss_fcos_loc": 0.18017281277570873, "loss_mask": 0.2540835300460458, "loss_maskiou": 0.005207366441027261, "loss_sem_seg": 0.2823985096765682, "lr": 0.01, "mask_rcnn/accuracy": 0.8942478803115449, "mask_rcnn/false_negative": 0.08182575773480166, "mask_rcnn/false_positive": 0.1421399647824375, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7150418171659112, "total_loss": 1.5706502639513928} {"data_time": 0.010106283240020275, "eta_seconds": 46847.39808432199, "iteration": 205439, "loss_fcos_cls": 0.2376473171170801, "loss_fcos_ctr": 0.6181186940521002, "loss_fcos_loc": 0.18565385701367632, "loss_mask": 0.24256158620119095, "loss_maskiou": 0.0046053633850533515, "loss_sem_seg": 0.2489384445361793, "lr": 0.01, "mask_rcnn/accuracy": 0.8803033274447793, "mask_rcnn/false_negative": 0.09565464928264125, "mask_rcnn/false_positive": 0.15659456495783636, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7108814278617501, "total_loss": 1.5322949458204675} {"data_time": 0.009523249231278896, "eta_seconds": 46800.720409431495, "iteration": 205459, "loss_fcos_cls": 0.23543271224480122, "loss_fcos_ctr": 0.619021091144532, "loss_fcos_loc": 0.1834353196900338, "loss_mask": 0.2662750193849206, "loss_maskiou": 0.005053626824519597, "loss_sem_seg": 0.2370494673959911, "lr": 0.01, "mask_rcnn/accuracy": 0.8816923403976975, "mask_rcnn/false_negative": 0.08554947339372859, "mask_rcnn/false_positive": 0.13286216869754874, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7221447648480535, "total_loss": 1.5316389094368787} {"data_time": 0.009367926977574825, "eta_seconds": 46766.22425674461, "iteration": 205479, "loss_fcos_cls": 0.24093662505038083, "loss_fcos_ctr": 0.618193507194519, "loss_fcos_loc": 0.18446059245616198, "loss_mask": 0.26018499257043004, "loss_maskiou": 0.005332557928340975, "loss_sem_seg": 0.283335343352519, "lr": 0.01, "mask_rcnn/accuracy": 0.8867240042323747, "mask_rcnn/false_negative": 0.08810592177382842, "mask_rcnn/false_positive": 0.14355631066775282, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.5, "time": 0.7118185963481665, "total_loss": 1.6043177938117879} {"data_time": 0.009331938810646534, "eta_seconds": 46761.84081451967, "iteration": 205499, "loss_fcos_cls": 0.23015990713611245, "loss_fcos_ctr": 0.6181176514364779, "loss_fcos_loc": 0.18355665088165551, "loss_mask": 0.25800748635083437, "loss_maskiou": 0.004858812273596413, "loss_sem_seg": 0.2870727078989148, "lr": 0.01, "mask_rcnn/accuracy": 0.8942572564740181, "mask_rcnn/false_negative": 0.0825834332186047, "mask_rcnn/false_positive": 0.11576627381212432, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7247325200587511, "total_loss": 1.588067774035153} {"data_time": 0.009935927577316761, "eta_seconds": 46737.23138666712, "iteration": 205519, "loss_fcos_cls": 0.226915619103238, "loss_fcos_ctr": 0.6185279432684183, "loss_fcos_loc": 0.18262470117770135, "loss_mask": 0.2548359865322709, "loss_maskiou": 0.004904246270598378, "loss_sem_seg": 0.27799976523965597, "lr": 0.01, "mask_rcnn/accuracy": 0.8880709458730638, "mask_rcnn/false_negative": 0.09145182972913746, "mask_rcnn/false_positive": 0.1313728451897847, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.7130711236968637, "total_loss": 1.5777961291350948} {"data_time": 0.009389393962919712, "eta_seconds": 46778.96182095073, "iteration": 205539, "loss_fcos_cls": 0.24397993180900812, "loss_fcos_ctr": 0.6177333872765303, "loss_fcos_loc": 0.18059005483519286, "loss_mask": 0.24552226811647415, "loss_maskiou": 0.004469658495509066, "loss_sem_seg": 0.26633989554829895, "lr": 0.01, "mask_rcnn/accuracy": 0.9012927506167302, "mask_rcnn/false_negative": 0.075861321369422, "mask_rcnn/false_positive": 0.13411543808779725, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.75, "time": 0.7372349668294191, "total_loss": 1.5712279445142485} {"data_time": 0.010730510577559471, "eta_seconds": 46735.898214752786, "iteration": 205559, "loss_fcos_cls": 0.23251660843379796, "loss_fcos_ctr": 0.6179086146876216, "loss_fcos_loc": 0.18873841722961515, "loss_mask": 0.2668141834437847, "loss_maskiou": 0.005226887034950778, "loss_sem_seg": 0.2482128324918449, "lr": 0.01, "mask_rcnn/accuracy": 0.8834304496046859, "mask_rcnn/false_negative": 0.09642991672498433, "mask_rcnn/false_positive": 0.15054727672252122, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.7225984707474709, "total_loss": 1.5716390584348119} {"data_time": 0.010120606981217861, "eta_seconds": 46695.987039253116, "iteration": 205579, "loss_fcos_cls": 0.2304987390525639, "loss_fcos_ctr": 0.6199713135138154, "loss_fcos_loc": 0.19392707489896566, "loss_mask": 0.25304028298705816, "loss_maskiou": 0.005241755861788988, "loss_sem_seg": 0.268445989349857, "lr": 0.01, "mask_rcnn/accuracy": 0.9004352344802655, "mask_rcnn/false_negative": 0.08106878176116636, "mask_rcnn/false_positive": 0.1236958747625938, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7113181566819549, "total_loss": 1.5484502717008581} {"data_time": 0.011945865117013454, "eta_seconds": 46679.245646512136, "iteration": 205599, "loss_fcos_cls": 0.24353834078647196, "loss_fcos_ctr": 0.6211581565439701, "loss_fcos_loc": 0.1908697048202157, "loss_mask": 0.2606300739571452, "loss_maskiou": 0.005293735746818129, "loss_sem_seg": 0.2688109012087807, "lr": 0.01, "mask_rcnn/accuracy": 0.8935222303206998, "mask_rcnn/false_negative": 0.07937149259790102, "mask_rcnn/false_positive": 0.14656206203703753, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 35.0, "time": 0.7301483666524291, "total_loss": 1.577515078119177} {"data_time": 0.010117441415786743, "eta_seconds": 46652.73231263552, "iteration": 205619, "loss_fcos_cls": 0.24518404784612358, "loss_fcos_ctr": 0.6184575739316642, "loss_fcos_loc": 0.1816775882616639, "loss_mask": 0.256159498821944, "loss_maskiou": 0.005741486078477465, "loss_sem_seg": 0.26261012768372893, "lr": 0.01, "mask_rcnn/accuracy": 0.8786093830557038, "mask_rcnn/false_negative": 0.09793253009917743, "mask_rcnn/false_positive": 0.13670560183255323, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7185437707230449, "total_loss": 1.5611762225598795} {"data_time": 0.010159319266676903, "eta_seconds": 46652.49564324319, "iteration": 205639, "loss_fcos_cls": 0.24631773540750146, "loss_fcos_ctr": 0.620725819375366, "loss_fcos_loc": 0.1946819352451712, "loss_mask": 0.25691581424325705, "loss_maskiou": 0.005222522515396122, "loss_sem_seg": 0.25010404095519334, "lr": 0.01, "mask_rcnn/accuracy": 0.8926468939224041, "mask_rcnn/false_negative": 0.08677797530710837, "mask_rcnn/false_positive": 0.12703282249993775, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.5, "time": 0.717528305016458, "total_loss": 1.5843527532633743} {"data_time": 0.010143444873392582, "eta_seconds": 46655.694083810784, "iteration": 205659, "loss_fcos_cls": 0.23409850941970944, "loss_fcos_ctr": 0.6174112195149064, "loss_fcos_loc": 0.17674989404622465, "loss_mask": 0.2672798726707697, "loss_maskiou": 0.005193755969230551, "loss_sem_seg": 0.2636687974445522, "lr": 0.01, "mask_rcnn/accuracy": 0.8991565347014854, "mask_rcnn/false_negative": 0.09922327681775993, "mask_rcnn/false_positive": 0.11453374730953167, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.25, "time": 0.7216271292418242, "total_loss": 1.579693154162669} {"data_time": 0.009975234977900982, "eta_seconds": 46591.37178422231, "iteration": 205679, "loss_fcos_cls": 0.25058579235337675, "loss_fcos_ctr": 0.6199579564854503, "loss_fcos_loc": 0.18846893985755742, "loss_mask": 0.2687156377360225, "loss_maskiou": 0.005618491049972363, "loss_sem_seg": 0.29696669316035695, "lr": 0.01, "mask_rcnn/accuracy": 0.8648551135305005, "mask_rcnn/false_negative": 0.10285777792383499, "mask_rcnn/false_positive": 0.16292315639596464, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.0, "time": 0.7008607825264335, "total_loss": 1.6120506512961583} {"data_time": 0.0099950535222888, "eta_seconds": 46567.17501287814, "iteration": 205699, "loss_fcos_cls": 0.254706961219199, "loss_fcos_ctr": 0.6224426738917828, "loss_fcos_loc": 0.1968450543936342, "loss_mask": 0.2714941883459687, "loss_maskiou": 0.005624689278192818, "loss_sem_seg": 0.265156889334321, "lr": 0.01, "mask_rcnn/accuracy": 0.902997331745198, "mask_rcnn/false_negative": 0.08217348011234703, "mask_rcnn/false_positive": 0.12230863931154669, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 31.0, "time": 0.7136321654543281, "total_loss": 1.6380246001208434} {"data_time": 0.009625385515391827, "eta_seconds": 46552.69089132082, "iteration": 205719, "loss_fcos_cls": 0.23167786397971213, "loss_fcos_ctr": 0.6156277135014534, "loss_fcos_loc": 0.18050051864702255, "loss_mask": 0.2529767584055662, "loss_maskiou": 0.005423182337835897, "loss_sem_seg": 0.27973405830562115, "lr": 0.01, "mask_rcnn/accuracy": 0.8914328231292517, "mask_rcnn/false_negative": 0.09033729169638027, "mask_rcnn/false_positive": 0.11635007008543595, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.5, "time": 0.7402147548273206, "total_loss": 1.5870753690687707} {"data_time": 0.010522047057747841, "eta_seconds": 46531.44888492022, "iteration": 205739, "loss_fcos_cls": 0.2504349621012807, "loss_fcos_ctr": 0.619808224029839, "loss_fcos_loc": 0.19294450990855694, "loss_mask": 0.2612339658662677, "loss_maskiou": 0.005130190911586396, "loss_sem_seg": 0.2479289665352553, "lr": 0.01, "mask_rcnn/accuracy": 0.8993761407624274, "mask_rcnn/false_negative": 0.0998963141762838, "mask_rcnn/false_positive": 0.11022276511965001, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.25, "time": 0.729631788097322, "total_loss": 1.5725639003358083} {"data_time": 0.009932948276400566, "eta_seconds": 46486.062806488946, "iteration": 205759, "loss_fcos_cls": 0.24230841209646314, "loss_fcos_ctr": 0.6223990106955171, "loss_fcos_loc": 0.196121537941508, "loss_mask": 0.27230819780379534, "loss_maskiou": 0.005508810601895675, "loss_sem_seg": 0.2804032596759498, "lr": 0.01, "mask_rcnn/accuracy": 0.8828836891899616, "mask_rcnn/false_negative": 0.0984711385041731, "mask_rcnn/false_positive": 0.1213953585188525, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.75, "time": 0.7223511841148138, "total_loss": 1.6349203309800941} {"data_time": 0.009166629053652287, "eta_seconds": 46476.665447233245, "iteration": 205779, "loss_fcos_cls": 0.2518414536025375, "loss_fcos_ctr": 0.6206228844821453, "loss_fcos_loc": 0.19336061784997582, "loss_mask": 0.2763588484376669, "loss_maskiou": 0.005740801367210224, "loss_sem_seg": 0.2976398658938706, "lr": 0.01, "mask_rcnn/accuracy": 0.8794955482192877, "mask_rcnn/false_negative": 0.09710151685913879, "mask_rcnn/false_positive": 0.13277037737566783, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 32.0, "time": 0.7318425513803959, "total_loss": 1.6633430246292846} {"data_time": 0.01030755415558815, "eta_seconds": 46427.55842127185, "iteration": 205799, "loss_fcos_cls": 0.24399112665560097, "loss_fcos_ctr": 0.6181936180219054, "loss_fcos_loc": 0.18347485014237463, "loss_mask": 0.25906275073066354, "loss_maskiou": 0.005354121225536801, "loss_sem_seg": 0.2976413955911994, "lr": 0.01, "mask_rcnn/accuracy": 0.8691609375270924, "mask_rcnn/false_negative": 0.11600284620060547, "mask_rcnn/false_positive": 0.13781860692979644, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.25, "time": 0.7170148529112339, "total_loss": 1.6227368726758868} {"data_time": 0.00970325618982315, "eta_seconds": 46400.225820614956, "iteration": 205819, "loss_fcos_cls": 0.2551269717514515, "loss_fcos_ctr": 0.6217197272926569, "loss_fcos_loc": 0.19293704954907298, "loss_mask": 0.2808776702731848, "loss_maskiou": 0.006590060023881961, "loss_sem_seg": 0.2644733879715204, "lr": 0.01, "mask_rcnn/accuracy": 0.8964981340030818, "mask_rcnn/false_negative": 0.07522944676703863, "mask_rcnn/false_positive": 0.14742433235690194, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 36.25, "time": 0.7046834230422974, "total_loss": 1.6290322265049326} {"data_time": 0.010794063098728657, "eta_seconds": 46385.76664240938, "iteration": 205839, "loss_fcos_cls": 0.2573219428304583, "loss_fcos_ctr": 0.6202979474328458, "loss_fcos_loc": 0.19030132796615362, "loss_mask": 0.26564374659210443, "loss_maskiou": 0.006662802421487868, "loss_sem_seg": 0.2499088142067194, "lr": 0.01, "mask_rcnn/accuracy": 0.8710907439899036, "mask_rcnn/false_negative": 0.10681634418323419, "mask_rcnn/false_positive": 0.12360940866348308, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7448921296745539, "total_loss": 1.6064969824292348} {"data_time": 0.01002364419400692, "eta_seconds": 46382.95812714379, "iteration": 205859, "loss_fcos_cls": 0.25084974872879684, "loss_fcos_ctr": 0.615352675318718, "loss_fcos_loc": 0.18490590993314981, "loss_mask": 0.2679807459935546, "loss_maskiou": 0.0061388909416564275, "loss_sem_seg": 0.26966253435239196, "lr": 0.01, "mask_rcnn/accuracy": 0.8745463604811712, "mask_rcnn/false_negative": 0.07655977908181733, "mask_rcnn/false_positive": 0.14452292601636013, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.5, "time": 0.7328190160915256, "total_loss": 1.6277439442055766} {"data_time": 0.00954357162117958, "eta_seconds": 46378.99840095546, "iteration": 205879, "loss_fcos_cls": 0.2473835633136332, "loss_fcos_ctr": 0.6190965669229627, "loss_fcos_loc": 0.1938687718939036, "loss_mask": 0.2740134736523032, "loss_maskiou": 0.00521577316976618, "loss_sem_seg": 0.28968051448464394, "lr": 0.01, "mask_rcnn/accuracy": 0.8914292646050986, "mask_rcnn/false_negative": 0.10167676897804598, "mask_rcnn/false_positive": 0.1229648529740947, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.5, "time": 0.7218308970332146, "total_loss": 1.6291037916635105} {"data_time": 0.010252542793750763, "eta_seconds": 46364.532313901, "iteration": 205899, "loss_fcos_cls": 0.2487417529337108, "loss_fcos_ctr": 0.6206517908722162, "loss_fcos_loc": 0.19506355631165206, "loss_mask": 0.26352113019675016, "loss_maskiou": 0.004899535357253626, "loss_sem_seg": 0.23921422800049186, "lr": 0.01, "mask_rcnn/accuracy": 0.8792182799298804, "mask_rcnn/false_negative": 0.09055331787658832, "mask_rcnn/false_positive": 0.16074379825582394, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7490861024707556, "total_loss": 1.5604401637028786} {"data_time": 0.009867819026112556, "eta_seconds": 46363.155739850365, "iteration": 205919, "loss_fcos_cls": 0.24870216799899936, "loss_fcos_ctr": 0.6188195291906595, "loss_fcos_loc": 0.19408238749019802, "loss_mask": 0.26879920344799757, "loss_maskiou": 0.00529516713868361, "loss_sem_seg": 0.27361955866217613, "lr": 0.01, "mask_rcnn/accuracy": 0.8704497051114024, "mask_rcnn/false_negative": 0.10628903657328065, "mask_rcnn/false_positive": 0.13599704855704198, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.7364319795742631, "total_loss": 1.6059081352796056} {"data_time": 0.010698116384446621, "eta_seconds": 46365.04963081796, "iteration": 205939, "loss_fcos_cls": 0.2236038031987846, "loss_fcos_ctr": 0.6170456241816282, "loss_fcos_loc": 0.18409672426059842, "loss_mask": 0.2551904544234276, "loss_maskiou": 0.005568673652305733, "loss_sem_seg": 0.25723118567839265, "lr": 0.01, "mask_rcnn/accuracy": 0.8959704055367321, "mask_rcnn/false_negative": 0.0931302378106956, "mask_rcnn/false_positive": 0.11710644593598779, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 32.5, "time": 0.7252976009622216, "total_loss": 1.5505651663859226} {"data_time": 0.009873289614915848, "eta_seconds": 46350.574349560775, "iteration": 205959, "loss_fcos_cls": 0.23504388728179038, "loss_fcos_ctr": 0.61793680395931, "loss_fcos_loc": 0.18568458332447335, "loss_mask": 0.25783590227365494, "loss_maskiou": 0.005415930914750788, "loss_sem_seg": 0.2893916694447398, "lr": 0.01, "mask_rcnn/accuracy": 0.8859607654250512, "mask_rcnn/false_negative": 0.0785227903019732, "mask_rcnn/false_positive": 0.1476491853834741, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.7321796296164393, "total_loss": 1.6185687616743962} {"data_time": 0.011403849348425865, "eta_seconds": 46302.16896185558, "iteration": 205979, "loss_fcos_cls": 0.23905176599510014, "loss_fcos_ctr": 0.6167450128123164, "loss_fcos_loc": 0.17544678202830255, "loss_mask": 0.2562340497970581, "loss_maskiou": 0.005283166610752232, "loss_sem_seg": 0.24505959427915514, "lr": 0.01, "mask_rcnn/accuracy": 0.8943423371480788, "mask_rcnn/false_negative": 0.09031107426276164, "mask_rcnn/false_positive": 0.12356841985795824, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.75, "time": 0.7132706856355071, "total_loss": 1.5562707728968235} {"data_time": 0.009437494911253452, "eta_seconds": 46285.61486641411, "iteration": 205999, "loss_fcos_cls": 0.2485842964379117, "loss_fcos_ctr": 0.6173611469566822, "loss_fcos_loc": 0.18364582071080804, "loss_mask": 0.2601922992616892, "loss_maskiou": 0.0051619540608953685, "loss_sem_seg": 0.23583603696897626, "lr": 0.01, "mask_rcnn/accuracy": 0.8908676821983273, "mask_rcnn/false_negative": 0.08636055908125065, "mask_rcnn/false_positive": 0.13233571570838062, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.25, "time": 0.7123863901942968, "total_loss": 1.5487073753356526} {"data_time": 0.009737251326441765, "eta_seconds": 46267.25563887041, "iteration": 206019, "loss_fcos_cls": 0.2403826774097979, "loss_fcos_ctr": 0.6204810021445155, "loss_fcos_loc": 0.18848927598446608, "loss_mask": 0.25825150683522224, "loss_maskiou": 0.0056297433184226975, "loss_sem_seg": 0.2571278812829405, "lr": 0.01, "mask_rcnn/accuracy": 0.8955126215714931, "mask_rcnn/false_negative": 0.07901235192804701, "mask_rcnn/false_positive": 0.1509754063924605, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.25, "time": 0.742242862470448, "total_loss": 1.5865981201277464} {"data_time": 0.009664309211075306, "eta_seconds": 46254.000158610754, "iteration": 206039, "loss_fcos_cls": 0.2354647315805778, "loss_fcos_ctr": 0.6188655626028776, "loss_fcos_loc": 0.18296434613876045, "loss_mask": 0.2601983789354563, "loss_maskiou": 0.005501402243680786, "loss_sem_seg": 0.2944579874165356, "lr": 0.01, "mask_rcnn/accuracy": 0.8952754016234674, "mask_rcnn/false_negative": 0.09990073782498021, "mask_rcnn/false_positive": 0.1119802512836852, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.7287444677203894, "total_loss": 1.586594255932141} {"data_time": 0.010639205574989319, "eta_seconds": 46261.864533352666, "iteration": 206059, "loss_fcos_cls": 0.2526702922768891, "loss_fcos_ctr": 0.6182129289954901, "loss_fcos_loc": 0.18602787145937327, "loss_mask": 0.2614510408602655, "loss_maskiou": 0.005387515899201389, "loss_sem_seg": 0.24649880244396627, "lr": 0.01, "mask_rcnn/accuracy": 0.8903979262987123, "mask_rcnn/false_negative": 0.06040608762302049, "mask_rcnn/false_positive": 0.15720515090401044, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.25, "time": 0.7264010002836585, "total_loss": 1.5611065091434284} {"data_time": 0.010472258552908897, "eta_seconds": 46254.504454376176, "iteration": 206079, "loss_fcos_cls": 0.23299216339364648, "loss_fcos_ctr": 0.6193573782220483, "loss_fcos_loc": 0.19133622420486063, "loss_mask": 0.2543446347117424, "loss_maskiou": 0.005373847649025265, "loss_sem_seg": 0.268455597339198, "lr": 0.01, "mask_rcnn/accuracy": 0.8878336525225927, "mask_rcnn/false_negative": 0.0857559335200486, "mask_rcnn/false_positive": 0.126702042206157, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 23.25, "time": 0.7360512530431151, "total_loss": 1.5834765482213697} {"data_time": 0.01096584927290678, "eta_seconds": 46244.911542152055, "iteration": 206099, "loss_fcos_cls": 0.2380721354857087, "loss_fcos_ctr": 0.619324189145118, "loss_fcos_loc": 0.19256338034756482, "loss_mask": 0.2753005176782608, "loss_maskiou": 0.005522556901269127, "loss_sem_seg": 0.26423083571717143, "lr": 0.01, "mask_rcnn/accuracy": 0.8790880518097266, "mask_rcnn/false_negative": 0.09599281842907566, "mask_rcnn/false_positive": 0.1534815808602794, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.0, "time": 0.7220551474019885, "total_loss": 1.5935449045791756} {"data_time": 0.010318564251065254, "eta_seconds": 46234.772099503316, "iteration": 206119, "loss_fcos_cls": 0.23884284973610193, "loss_fcos_ctr": 0.6189703829586506, "loss_fcos_loc": 0.19054895476438105, "loss_mask": 0.2520054643973708, "loss_maskiou": 0.00619229867879767, "loss_sem_seg": 0.27531221229583025, "lr": 0.01, "mask_rcnn/accuracy": 0.8950101440032534, "mask_rcnn/false_negative": 0.07538302167534902, "mask_rcnn/false_positive": 0.12730115304585748, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.5, "time": 0.7165563981980085, "total_loss": 1.5835427963320399} {"data_time": 0.009927705861628056, "eta_seconds": 46235.89888560958, "iteration": 206139, "loss_fcos_cls": 0.24740936292801052, "loss_fcos_ctr": 0.6214532107114792, "loss_fcos_loc": 0.19167505949735641, "loss_mask": 0.2598200859501958, "loss_maskiou": 0.005200549479923211, "loss_sem_seg": 0.2456009730231017, "lr": 0.01, "mask_rcnn/accuracy": 0.8970755322218174, "mask_rcnn/false_negative": 0.08898445507914368, "mask_rcnn/false_positive": 0.13101304996707747, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.726164823397994, "total_loss": 1.5821301129617495} {"data_time": 0.010040054097771645, "eta_seconds": 46231.60130878445, "iteration": 206159, "loss_fcos_cls": 0.24895855970680714, "loss_fcos_ctr": 0.6180455824360251, "loss_fcos_loc": 0.1741930596763268, "loss_mask": 0.25305312080308795, "loss_maskiou": 0.0055962819897104055, "loss_sem_seg": 0.2384269554167986, "lr": 0.01, "mask_rcnn/accuracy": 0.886703431372549, "mask_rcnn/false_negative": 0.09234102425834695, "mask_rcnn/false_positive": 0.11795146858251215, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7528746817260981, "total_loss": 1.5697687969368417} {"data_time": 0.009231598116457462, "eta_seconds": 46212.844482415356, "iteration": 206179, "loss_fcos_cls": 0.24366882268805057, "loss_fcos_ctr": 0.6159697556868196, "loss_fcos_loc": 0.18085289490409195, "loss_mask": 0.25820176769047976, "loss_maskiou": 0.0052018070564372465, "loss_sem_seg": 0.25941965263336897, "lr": 0.01, "mask_rcnn/accuracy": 0.890755607798675, "mask_rcnn/false_negative": 0.08590768227883794, "mask_rcnn/false_positive": 0.1088549040673997, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.0, "time": 0.7184993661940098, "total_loss": 1.5831424286297988} {"data_time": 0.009311770088970661, "eta_seconds": 46176.87097447459, "iteration": 206199, "loss_fcos_cls": 0.2470602779649198, "loss_fcos_ctr": 0.616604789160192, "loss_fcos_loc": 0.18538904271554202, "loss_mask": 0.2692470233887434, "loss_maskiou": 0.005772212636657059, "loss_sem_seg": 0.2270739931263961, "lr": 0.01, "mask_rcnn/accuracy": 0.864314156809636, "mask_rcnn/false_negative": 0.09738016917293232, "mask_rcnn/false_positive": 0.17441073313550276, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7118252152577043, "total_loss": 1.5436958619538927} {"data_time": 0.010972000658512115, "eta_seconds": 46162.395693217404, "iteration": 206219, "loss_fcos_cls": 0.24039950605947524, "loss_fcos_ctr": 0.6196289006620646, "loss_fcos_loc": 0.1901586763560772, "loss_mask": 0.2640168657526374, "loss_maskiou": 0.00555726548873281, "loss_sem_seg": 0.2820209879428148, "lr": 0.01, "mask_rcnn/accuracy": 0.8917111075199311, "mask_rcnn/false_negative": 0.08516525006399746, "mask_rcnn/false_positive": 0.11761541369332072, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.75, "time": 0.7362018432468176, "total_loss": 1.5860309428244364} {"data_time": 0.01019272394478321, "eta_seconds": 46120.69041266013, "iteration": 206239, "loss_fcos_cls": 0.23927306768018752, "loss_fcos_ctr": 0.6167320888489485, "loss_fcos_loc": 0.1830192607594654, "loss_mask": 0.25396371725946665, "loss_maskiou": 0.00529330299468711, "loss_sem_seg": 0.25775307742878795, "lr": 0.01, "mask_rcnn/accuracy": 0.8868066027018096, "mask_rcnn/false_negative": 0.10295383141426762, "mask_rcnn/false_positive": 0.12832887157332534, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.75, "time": 0.7016467377543449, "total_loss": 1.5757622598248417} {"data_time": 0.010239345021545887, "eta_seconds": 46099.66341977846, "iteration": 206259, "loss_fcos_cls": 0.24438856937922537, "loss_fcos_ctr": 0.619175273925066, "loss_fcos_loc": 0.187259137397632, "loss_mask": 0.26192329730838537, "loss_maskiou": 0.005269438071991317, "loss_sem_seg": 0.23601674661040306, "lr": 0.01, "mask_rcnn/accuracy": 0.8928965739521615, "mask_rcnn/false_negative": 0.07481342533082205, "mask_rcnn/false_positive": 0.15308976971149985, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.5, "time": 0.7303923228755593, "total_loss": 1.5715505549451336} {"data_time": 0.010626266710460186, "eta_seconds": 46095.04510968644, "iteration": 206279, "loss_fcos_cls": 0.24136428395286202, "loss_fcos_ctr": 0.6191959991119802, "loss_fcos_loc": 0.18294745858293027, "loss_mask": 0.26354663353413343, "loss_maskiou": 0.0054936169035499915, "loss_sem_seg": 0.28738086856901646, "lr": 0.01, "mask_rcnn/accuracy": 0.9021864370748299, "mask_rcnn/false_negative": 0.0949392161433046, "mask_rcnn/false_positive": 0.08898109330862974, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.0, "time": 0.7236834242939949, "total_loss": 1.5947707421291852} {"data_time": 0.010073023848235607, "eta_seconds": 46070.734056624584, "iteration": 206299, "loss_fcos_cls": 0.2417379105463624, "loss_fcos_ctr": 0.6179503789171576, "loss_fcos_loc": 0.19043959490954876, "loss_mask": 0.2623403365723789, "loss_maskiou": 0.0053198332752799615, "loss_sem_seg": 0.29368515126407146, "lr": 0.01, "mask_rcnn/accuracy": 0.8913840536214486, "mask_rcnn/false_negative": 0.08475444683730007, "mask_rcnn/false_positive": 0.130074297932112, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.75, "time": 0.7187253506854177, "total_loss": 1.6152271166502032} {"data_time": 0.010225849226117134, "eta_seconds": 46079.16386968363, "iteration": 206319, "loss_fcos_cls": 0.2526203882880509, "loss_fcos_ctr": 0.6178694311529398, "loss_fcos_loc": 0.18902203277684748, "loss_mask": 0.2555341054685414, "loss_maskiou": 0.005236835582763888, "loss_sem_seg": 0.2528202054090798, "lr": 0.01, "mask_rcnn/accuracy": 0.907761394178207, "mask_rcnn/false_negative": 0.07674270817397633, "mask_rcnn/false_positive": 0.13286739241827616, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7388122444972396, "total_loss": 1.5797173348109936} {"data_time": 0.01067529246211052, "eta_seconds": 46064.691997737624, "iteration": 206339, "loss_fcos_cls": 0.2515128424274735, "loss_fcos_ctr": 0.6186979915946722, "loss_fcos_loc": 0.1855348605895415, "loss_mask": 0.24958246387541294, "loss_maskiou": 0.005168528645299375, "loss_sem_seg": 0.2875114327762276, "lr": 0.01, "mask_rcnn/accuracy": 0.8931961600429645, "mask_rcnn/false_negative": 0.10404174044330346, "mask_rcnn/false_positive": 0.10858127725080904, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.25, "time": 0.7221261002123356, "total_loss": 1.6038625447072263} {"data_time": 0.01028819102793932, "eta_seconds": 46056.03952092398, "iteration": 206359, "loss_fcos_cls": 0.25102257961407304, "loss_fcos_ctr": 0.62045943364501, "loss_fcos_loc": 0.19639398204162717, "loss_mask": 0.2643942995928228, "loss_maskiou": 0.005591785899014212, "loss_sem_seg": 0.2379513147752732, "lr": 0.01, "mask_rcnn/accuracy": 0.8867779508955481, "mask_rcnn/false_negative": 0.09258623882813652, "mask_rcnn/false_positive": 0.15000695747384565, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.0, "time": 0.7249824600294232, "total_loss": 1.6065712315394194} {"data_time": 0.009812994860112667, "eta_seconds": 46041.56582015846, "iteration": 206379, "loss_fcos_cls": 0.23185204761102796, "loss_fcos_ctr": 0.6181530905887485, "loss_fcos_loc": 0.18687252479139715, "loss_mask": 0.26481738593429327, "loss_maskiou": 0.0054166756381164305, "loss_sem_seg": 0.25643549859523773, "lr": 0.01, "mask_rcnn/accuracy": 0.8831021763100845, "mask_rcnn/false_negative": 0.11799138149105295, "mask_rcnn/false_positive": 0.11031317890485871, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.25, "time": 0.7408938435837626, "total_loss": 1.563322417488962} {"data_time": 0.010699753649532795, "eta_seconds": 46018.1944272276, "iteration": 206399, "loss_fcos_cls": 0.2442870835075155, "loss_fcos_ctr": 0.6179187931120396, "loss_fcos_loc": 0.18477660932694562, "loss_mask": 0.25170408468693495, "loss_maskiou": 0.005723382229916751, "loss_sem_seg": 0.298768131993711, "lr": 0.01, "mask_rcnn/accuracy": 0.880246949295182, "mask_rcnn/false_negative": 0.09007989522779064, "mask_rcnn/false_positive": 0.15177776644849708, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 38.0, "time": 0.7025725422427058, "total_loss": 1.62812242655491} {"data_time": 0.008929950185120106, "eta_seconds": 46003.72352443449, "iteration": 206419, "loss_fcos_cls": 0.2424655614886433, "loss_fcos_ctr": 0.6201102184131742, "loss_fcos_loc": 0.1837635356350802, "loss_mask": 0.24709887616336346, "loss_maskiou": 0.004882385418568447, "loss_sem_seg": 0.25588469579815865, "lr": 0.01, "mask_rcnn/accuracy": 0.9005934646339575, "mask_rcnn/false_negative": 0.1033891630259609, "mask_rcnn/false_positive": 0.098307055615135, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.5, "time": 0.7148292046040297, "total_loss": 1.5952625011123018} {"data_time": 0.00998719409108162, "eta_seconds": 45989.25262164138, "iteration": 206439, "loss_fcos_cls": 0.24056858546100557, "loss_fcos_ctr": 0.617019128985703, "loss_fcos_loc": 0.18439234769903123, "loss_mask": 0.24457600712776184, "loss_maskiou": 0.00476582016563043, "loss_sem_seg": 0.25874478556215763, "lr": 0.01, "mask_rcnn/accuracy": 0.891717465117216, "mask_rcnn/false_negative": 0.0896673855533537, "mask_rcnn/false_positive": 0.13583551368625787, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 38.5, "time": 0.7220438253134489, "total_loss": 1.5248728650221892} {"data_time": 0.011174318380653858, "eta_seconds": 45974.78171884827, "iteration": 206459, "loss_fcos_cls": 0.24662888632155955, "loss_fcos_ctr": 0.619041150668636, "loss_fcos_loc": 0.19078375911340117, "loss_mask": 0.2573349606245756, "loss_maskiou": 0.0051321706268936396, "loss_sem_seg": 0.3598241093568504, "lr": 0.01, "mask_rcnn/accuracy": 0.8897127155975, "mask_rcnn/false_negative": 0.08791651263895003, "mask_rcnn/false_positive": 0.13941106699602474, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.75, "time": 0.7188068674877286, "total_loss": 1.6321844773192424} {"data_time": 0.010637392289936543, "eta_seconds": 45968.2393620722, "iteration": 206479, "loss_fcos_cls": 0.22975263092666864, "loss_fcos_ctr": 0.6193257356062531, "loss_fcos_loc": 0.1934032798744738, "loss_mask": 0.2629724470898509, "loss_maskiou": 0.005126736275997246, "loss_sem_seg": 0.273464098572731, "lr": 0.01, "mask_rcnn/accuracy": 0.8839733042511675, "mask_rcnn/false_negative": 0.09477974239772341, "mask_rcnn/false_positive": 0.146735293077155, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.25, "time": 0.7205084292218089, "total_loss": 1.565173589013284} {"data_time": 0.009920274838805199, "eta_seconds": 46008.97212716192, "iteration": 206499, "loss_fcos_cls": 0.2396847242489457, "loss_fcos_ctr": 0.6199323581531644, "loss_fcos_loc": 0.19318165705772117, "loss_mask": 0.2671340787783265, "loss_maskiou": 0.005575999726715963, "loss_sem_seg": 0.2664809748530388, "lr": 0.01, "mask_rcnn/accuracy": 0.8746748699479792, "mask_rcnn/false_negative": 0.1001681800995893, "mask_rcnn/false_positive": 0.13157437749148548, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 33.25, "time": 0.7276513557881117, "total_loss": 1.6039647475554375} {"data_time": 0.011052302084863186, "eta_seconds": 46001.64494878799, "iteration": 206519, "loss_fcos_cls": 0.22983515146188438, "loss_fcos_ctr": 0.6175986705347896, "loss_fcos_loc": 0.18435776140540838, "loss_mask": 0.26720396103337407, "loss_maskiou": 0.005952419392997399, "loss_sem_seg": 0.2571921469643712, "lr": 0.01, "mask_rcnn/accuracy": 0.8954744421900034, "mask_rcnn/false_negative": 0.09847230703854723, "mask_rcnn/false_positive": 0.11811481162378468, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 24.25, "time": 0.7343360334634781, "total_loss": 1.585888182540657} {"data_time": 0.010628263466060162, "eta_seconds": 45979.99055387825, "iteration": 206539, "loss_fcos_cls": 0.23472357098944485, "loss_fcos_ctr": 0.6174068301916122, "loss_fcos_loc": 0.18320663244230673, "loss_mask": 0.24825338134542108, "loss_maskiou": 0.004808455061720451, "loss_sem_seg": 0.2632268543820828, "lr": 0.01, "mask_rcnn/accuracy": 0.8939624828296704, "mask_rcnn/false_negative": 0.08057596157068786, "mask_rcnn/false_positive": 0.14131708557493886, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.25, "time": 0.723147070966661, "total_loss": 1.5570033345065895} {"data_time": 0.009891278110444546, "eta_seconds": 45940.0587133253, "iteration": 206559, "loss_fcos_cls": 0.23830545134842396, "loss_fcos_ctr": 0.6222215928137302, "loss_fcos_loc": 0.19539625733159482, "loss_mask": 0.26276111230254173, "loss_maskiou": 0.004980798232281813, "loss_sem_seg": 0.284373277798295, "lr": 0.01, "mask_rcnn/accuracy": 0.8904152974749222, "mask_rcnn/false_negative": 0.10085330033980414, "mask_rcnn/false_positive": 0.12185944952314587, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.5, "time": 0.71628263220191, "total_loss": 1.6084470054665871} {"data_time": 0.010260282084345818, "eta_seconds": 45951.008980594575, "iteration": 206579, "loss_fcos_cls": 0.24301790818572044, "loss_fcos_ctr": 0.6211953186430037, "loss_fcos_loc": 0.1877230167738162, "loss_mask": 0.2511838278733194, "loss_maskiou": 0.00471123604074819, "loss_sem_seg": 0.26090232969727367, "lr": 0.01, "mask_rcnn/accuracy": 0.897647139212828, "mask_rcnn/false_negative": 0.07365181723119033, "mask_rcnn/false_positive": 0.15829011392733466, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.25, "time": 0.7245907550677657, "total_loss": 1.5722927285241894} {"data_time": 0.010439226403832436, "eta_seconds": 45866.66815301683, "iteration": 206599, "loss_fcos_cls": 0.23559780418872833, "loss_fcos_ctr": 0.6172660291194916, "loss_fcos_loc": 0.18083988619036973, "loss_mask": 0.26559697557240725, "loss_maskiou": 0.005511608855158556, "loss_sem_seg": 0.2671243096701801, "lr": 0.01, "mask_rcnn/accuracy": 0.8859765737280828, "mask_rcnn/false_negative": 0.08877511269832691, "mask_rcnn/false_positive": 0.14286906621049272, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7007786026224494, "total_loss": 1.5778167137104901} {"data_time": 0.010091420263051987, "eta_seconds": 45839.299151393585, "iteration": 206619, "loss_fcos_cls": 0.24814333650283515, "loss_fcos_ctr": 0.6199086708948016, "loss_fcos_loc": 0.19191161543130875, "loss_mask": 0.25012604240328074, "loss_maskiou": 0.00439358458515926, "loss_sem_seg": 0.2649110145866871, "lr": 0.01, "mask_rcnn/accuracy": 0.902874037773004, "mask_rcnn/false_negative": 0.08922320557310523, "mask_rcnn/false_positive": 0.10143217397860083, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 36.5, "time": 0.7120235497131944, "total_loss": 1.5608801610724186} {"data_time": 0.009261129423975945, "eta_seconds": 45824.83446981665, "iteration": 206639, "loss_fcos_cls": 0.23825100460089743, "loss_fcos_ctr": 0.6178600424900651, "loss_fcos_loc": 0.18429564917460084, "loss_mask": 0.26526524778455496, "loss_maskiou": 0.005536588636459783, "loss_sem_seg": 0.26586460997350514, "lr": 0.01, "mask_rcnn/accuracy": 0.8960909363745498, "mask_rcnn/false_negative": 0.0879807700893356, "mask_rcnn/false_positive": 0.1452728594331454, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7175045069307089, "total_loss": 1.5790978404620546} {"data_time": 0.009966419078409672, "eta_seconds": 45797.51950484142, "iteration": 206659, "loss_fcos_cls": 0.26322479906957597, "loss_fcos_ctr": 0.6180547140538692, "loss_fcos_loc": 0.19249278673669323, "loss_mask": 0.2599009005352855, "loss_maskiou": 0.0058293777401559055, "loss_sem_seg": 0.26050057727843523, "lr": 0.01, "mask_rcnn/accuracy": 0.8926025288942108, "mask_rcnn/false_negative": 0.08640262843208793, "mask_rcnn/false_positive": 0.12827321180027573, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.75, "time": 0.7064455300569534, "total_loss": 1.5970477361843223} {"data_time": 0.009687919169664383, "eta_seconds": 45788.07523953449, "iteration": 206679, "loss_fcos_cls": 0.2590294706169516, "loss_fcos_ctr": 0.6218009451404214, "loss_fcos_loc": 0.19500767637509853, "loss_mask": 0.25872485199943185, "loss_maskiou": 0.005182112974580377, "loss_sem_seg": 0.28430875670164824, "lr": 0.01, "mask_rcnn/accuracy": 0.8681056606315996, "mask_rcnn/false_negative": 0.11624565423611881, "mask_rcnn/false_positive": 0.14788893697521238, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.0, "time": 0.7090901918709278, "total_loss": 1.6071838009156636} {"data_time": 0.009814649820327759, "eta_seconds": 45773.61303102877, "iteration": 206699, "loss_fcos_cls": 0.2510252168867737, "loss_fcos_ctr": 0.620371806435287, "loss_fcos_loc": 0.18759246973786503, "loss_mask": 0.2647575503215194, "loss_maskiou": 0.0054216011631069705, "loss_sem_seg": 0.287855192553252, "lr": 0.01, "mask_rcnn/accuracy": 0.8889672484487419, "mask_rcnn/false_negative": 0.08077652216383764, "mask_rcnn/false_positive": 0.12490594949623945, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.5, "time": 0.714771144092083, "total_loss": 1.5938392481657502} {"data_time": 0.009583625942468643, "eta_seconds": 45735.814144326374, "iteration": 206719, "loss_fcos_cls": 0.24660641222726554, "loss_fcos_ctr": 0.6192644340917468, "loss_fcos_loc": 0.18027628143317997, "loss_mask": 0.2547486377879977, "loss_maskiou": 0.005402883332862984, "loss_sem_seg": 0.30903504276648164, "lr": 0.01, "mask_rcnn/accuracy": 0.9054536251572547, "mask_rcnn/false_negative": 0.08248772580974481, "mask_rcnn/false_positive": 0.10990498701177132, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.25, "time": 0.7172107929363847, "total_loss": 1.632463360823749} {"data_time": 0.009707254357635975, "eta_seconds": 45721.35931139253, "iteration": 206739, "loss_fcos_cls": 0.2464970871224068, "loss_fcos_ctr": 0.6207658350467682, "loss_fcos_loc": 0.19270558247808367, "loss_mask": 0.2654972430318594, "loss_maskiou": 0.0061786246005794965, "loss_sem_seg": 0.2637641760520637, "lr": 0.01, "mask_rcnn/accuracy": 0.8719451530612246, "mask_rcnn/false_negative": 0.07615831290985092, "mask_rcnn/false_positive": 0.17734227590045099, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7227759091183543, "total_loss": 1.595176668051863} {"data_time": 0.009965560398995876, "eta_seconds": 45725.216384422034, "iteration": 206759, "loss_fcos_cls": 0.24102044384926558, "loss_fcos_ctr": 0.617808585986495, "loss_fcos_loc": 0.18326821771916002, "loss_mask": 0.24947084859013557, "loss_maskiou": 0.005578272102866322, "loss_sem_seg": 0.27654972788877785, "lr": 0.01, "mask_rcnn/accuracy": 0.8978960411708108, "mask_rcnn/false_negative": 0.09221375931610701, "mask_rcnn/false_positive": 0.1107280819496059, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7342112474143505, "total_loss": 1.622532693319954} {"data_time": 0.010077325627207756, "eta_seconds": 45692.449645524845, "iteration": 206779, "loss_fcos_cls": 0.23161028034519404, "loss_fcos_ctr": 0.6157085415907204, "loss_fcos_loc": 0.1802916149608791, "loss_mask": 0.23813440836966038, "loss_maskiou": 0.0044950179872103035, "loss_sem_seg": 0.22988813952542841, "lr": 0.01, "mask_rcnn/accuracy": 0.8997763552142168, "mask_rcnn/false_negative": 0.077486497950025, "mask_rcnn/false_positive": 0.12694916061066827, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.0, "time": 0.7279057363048196, "total_loss": 1.4807648525893455} {"data_time": 0.010325887240469456, "eta_seconds": 45672.38010777533, "iteration": 206799, "loss_fcos_cls": 0.25713719497434795, "loss_fcos_ctr": 0.6165124950930476, "loss_fcos_loc": 0.1841495232656598, "loss_mask": 0.2560220151208341, "loss_maskiou": 0.005067669946583919, "loss_sem_seg": 0.26951428782194853, "lr": 0.01, "mask_rcnn/accuracy": 0.8800486931875635, "mask_rcnn/false_negative": 0.0770242545491295, "mask_rcnn/false_positive": 0.14234315242046897, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.25, "time": 0.7202813401818275, "total_loss": 1.5767873962340673} {"data_time": 0.010560482740402222, "eta_seconds": 45679.377863196656, "iteration": 206819, "loss_fcos_cls": 0.24519147654064, "loss_fcos_ctr": 0.6192290475592017, "loss_fcos_loc": 0.18876170984003693, "loss_mask": 0.25736566726118326, "loss_maskiou": 0.005210959818214178, "loss_sem_seg": 0.27875564456917346, "lr": 0.01, "mask_rcnn/accuracy": 0.8801550884732372, "mask_rcnn/false_negative": 0.09629091281331073, "mask_rcnn/false_positive": 0.11360795659395237, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.5, "time": 0.7373074144124985, "total_loss": 1.592609550760244} {"data_time": 0.010433418676257133, "eta_seconds": 45676.38061232772, "iteration": 206839, "loss_fcos_cls": 0.256338048260659, "loss_fcos_ctr": 0.6171666895970702, "loss_fcos_loc": 0.1918335857335478, "loss_mask": 0.2723582135513425, "loss_maskiou": 0.0060865965351695195, "loss_sem_seg": 0.2846694104373455, "lr": 0.01, "mask_rcnn/accuracy": 0.8624378488937103, "mask_rcnn/false_negative": 0.10360560334364807, "mask_rcnn/false_positive": 0.16900098885862824, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.7326673436909914, "total_loss": 1.632145648720325} {"data_time": 0.009547899477183819, "eta_seconds": 45643.14851853065, "iteration": 206859, "loss_fcos_cls": 0.24867334379814565, "loss_fcos_ctr": 0.6160133527591825, "loss_fcos_loc": 0.18127580441068858, "loss_mask": 0.25712138833478093, "loss_maskiou": 0.0056220419392047916, "loss_sem_seg": 0.28942243941128254, "lr": 0.01, "mask_rcnn/accuracy": 0.8918298172443581, "mask_rcnn/false_negative": 0.08901359613103385, "mask_rcnn/false_positive": 0.14097052829759996, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.5, "time": 0.6965491622686386, "total_loss": 1.5967900629184442} {"data_time": 0.010571648366749287, "eta_seconds": 45620.17548085563, "iteration": 206879, "loss_fcos_cls": 0.2386105905752629, "loss_fcos_ctr": 0.6172437984496355, "loss_fcos_loc": 0.18581747799180448, "loss_mask": 0.25167042203247547, "loss_maskiou": 0.005143142843735404, "loss_sem_seg": 0.29067420586943626, "lr": 0.01, "mask_rcnn/accuracy": 0.8824586977648202, "mask_rcnn/false_negative": 0.10087441152203111, "mask_rcnn/false_positive": 0.12732822732432242, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7153182635083795, "total_loss": 1.5782847024238436} {"data_time": 0.009956947527825832, "eta_seconds": 45592.872922042385, "iteration": 206899, "loss_fcos_cls": 0.247338279732503, "loss_fcos_ctr": 0.6159431878477335, "loss_fcos_loc": 0.18172633601352572, "loss_mask": 0.2529827347025275, "loss_maskiou": 0.004865257615165319, "loss_sem_seg": 0.27105864812619984, "lr": 0.01, "mask_rcnn/accuracy": 0.8879004965198953, "mask_rcnn/false_negative": 0.08706150201188974, "mask_rcnn/false_positive": 0.1136927998975549, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.75, "time": 0.7113078478723764, "total_loss": 1.5737283614907938} {"data_time": 0.010205212980508804, "eta_seconds": 45556.993845001794, "iteration": 206919, "loss_fcos_cls": 0.24845567089505494, "loss_fcos_ctr": 0.617986099794507, "loss_fcos_loc": 0.18854337558150291, "loss_mask": 0.2723185741342604, "loss_maskiou": 0.005354854118195362, "loss_sem_seg": 0.2619415810331702, "lr": 0.01, "mask_rcnn/accuracy": 0.9034866578210232, "mask_rcnn/false_negative": 0.08270844013322903, "mask_rcnn/false_positive": 0.09956331579060809, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.5, "time": 0.7143641039729118, "total_loss": 1.6188983492247644} {"data_time": 0.00882027018815279, "eta_seconds": 45558.12328869291, "iteration": 206939, "loss_fcos_cls": 0.24246030836366117, "loss_fcos_ctr": 0.6168679660186172, "loss_fcos_loc": 0.1837200034642592, "loss_mask": 0.26027903193607926, "loss_maskiou": 0.005098030218505301, "loss_sem_seg": 0.2517095706425607, "lr": 0.01, "mask_rcnn/accuracy": 0.896902799581371, "mask_rcnn/false_negative": 0.09061802549829903, "mask_rcnn/false_positive": 0.11206241430176811, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.0, "time": 0.7454087184742093, "total_loss": 1.5699147741179331} {"data_time": 0.010359087027609348, "eta_seconds": 45543.67438262142, "iteration": 206959, "loss_fcos_cls": 0.2342755171994213, "loss_fcos_ctr": 0.6178525248542428, "loss_fcos_loc": 0.1798437989782542, "loss_mask": 0.25979727134108543, "loss_maskiou": 0.0057034333440242335, "loss_sem_seg": 0.2661093408241868, "lr": 0.01, "mask_rcnn/accuracy": 0.8862654921123378, "mask_rcnn/false_negative": 0.08626386402171934, "mask_rcnn/false_positive": 0.1210966137782152, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.25, "time": 0.7301019504666328, "total_loss": 1.565266505931504} {"data_time": 0.010325147770345211, "eta_seconds": 45558.91796975769, "iteration": 206979, "loss_fcos_cls": 0.25126222701510414, "loss_fcos_ctr": 0.6181874116882682, "loss_fcos_loc": 0.18500460730865598, "loss_mask": 0.2584162000566721, "loss_maskiou": 0.005604566169495229, "loss_sem_seg": 0.2898204382508993, "lr": 0.01, "mask_rcnn/accuracy": 0.8961338526702408, "mask_rcnn/false_negative": 0.09755857027575024, "mask_rcnn/false_positive": 0.1074984408985848, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 39.75, "time": 0.7254401948302984, "total_loss": 1.6155922274992918} {"data_time": 0.011233346536755562, "eta_seconds": 45546.95165353455, "iteration": 206999, "loss_fcos_cls": 0.25232012779451907, "loss_fcos_ctr": 0.6189295770600438, "loss_fcos_loc": 0.1912543319631368, "loss_mask": 0.2623666040599346, "loss_maskiou": 0.005348670325474814, "loss_sem_seg": 0.29862122144550085, "lr": 0.01, "mask_rcnn/accuracy": 0.8927712499141071, "mask_rcnn/false_negative": 0.10027389412314996, "mask_rcnn/false_positive": 0.1296295504996229, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7060725288465619, "total_loss": 1.6365234972909093} {"data_time": 0.0099292928352952, "eta_seconds": 45530.001311520115, "iteration": 207019, "loss_fcos_cls": 0.24846784945111722, "loss_fcos_ctr": 0.620564401615411, "loss_fcos_loc": 0.1952173652825877, "loss_mask": 0.25273288413882256, "loss_maskiou": 0.005424150687758811, "loss_sem_seg": 0.27764256577938795, "lr": 0.01, "mask_rcnn/accuracy": 0.8904674931269728, "mask_rcnn/false_negative": 0.09388631987324088, "mask_rcnn/false_positive": 0.13349246644400417, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.5, "time": 0.7245814390480518, "total_loss": 1.6156872382525762} {"data_time": 0.009671485982835293, "eta_seconds": 45454.59650487453, "iteration": 207039, "loss_fcos_cls": 0.23515159427188337, "loss_fcos_ctr": 0.6204963121563196, "loss_fcos_loc": 0.19012282218318433, "loss_mask": 0.25710336258634925, "loss_maskiou": 0.004862831803620793, "loss_sem_seg": 0.2546727149747312, "lr": 0.01, "mask_rcnn/accuracy": 0.9078420209176787, "mask_rcnn/false_negative": 0.07930664342974802, "mask_rcnn/false_positive": 0.12009154596343627, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 37.5, "time": 0.7114979596808553, "total_loss": 1.5558256140138838} {"data_time": 0.010559300892055035, "eta_seconds": 45471.429852264, "iteration": 207059, "loss_fcos_cls": 0.21486485260538757, "loss_fcos_ctr": 0.6179458536207676, "loss_fcos_loc": 0.18472154310438782, "loss_mask": 0.2549520991742611, "loss_maskiou": 0.005187563205254264, "loss_sem_seg": 0.2585855810903013, "lr": 0.01, "mask_rcnn/accuracy": 0.9047575059535348, "mask_rcnn/false_negative": 0.0833001922726038, "mask_rcnn/false_positive": 0.14497224064845404, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.5, "time": 0.7298537967726588, "total_loss": 1.5257751732751785} {"data_time": 0.011018641293048859, "eta_seconds": 45425.71856678277, "iteration": 207079, "loss_fcos_cls": 0.22002200037240982, "loss_fcos_ctr": 0.616256445646286, "loss_fcos_loc": 0.17927328497171402, "loss_mask": 0.25581301376223564, "loss_maskiou": 0.00500648654269753, "loss_sem_seg": 0.23494155844673514, "lr": 0.01, "mask_rcnn/accuracy": 0.8810528967021591, "mask_rcnn/false_negative": 0.09189944579360154, "mask_rcnn/false_positive": 0.14362579792620145, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 23.5, "time": 0.7246137801557779, "total_loss": 1.530755855026655} {"data_time": 0.010948787443339825, "eta_seconds": 45398.91710655391, "iteration": 207099, "loss_fcos_cls": 0.21874775527976453, "loss_fcos_ctr": 0.6183460503816605, "loss_fcos_loc": 0.18576946412213147, "loss_mask": 0.26502242125570774, "loss_maskiou": 0.005650650469760876, "loss_sem_seg": 0.24837890174239874, "lr": 0.01, "mask_rcnn/accuracy": 0.9065811851056211, "mask_rcnn/false_negative": 0.08998830052508736, "mask_rcnn/false_positive": 0.10782941936938084, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.25, "time": 0.7185023715719581, "total_loss": 1.5283250017891987} {"data_time": 0.008876416832208633, "eta_seconds": 45364.18132089544, "iteration": 207119, "loss_fcos_cls": 0.21904131199698895, "loss_fcos_ctr": 0.6161319045349956, "loss_fcos_loc": 0.17732496722601354, "loss_mask": 0.24363221460953355, "loss_maskiou": 0.004829019224416697, "loss_sem_seg": 0.25894418405368924, "lr": 0.01, "mask_rcnn/accuracy": 0.9001317193544085, "mask_rcnn/false_negative": 0.0854301567313929, "mask_rcnn/false_positive": 0.11266349320611004, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.75, "time": 0.7065845327451825, "total_loss": 1.5234714888683811} {"data_time": 0.010476317256689072, "eta_seconds": 45349.75273950491, "iteration": 207139, "loss_fcos_cls": 0.2300486785825342, "loss_fcos_ctr": 0.6172728389501572, "loss_fcos_loc": 0.1775061177322641, "loss_mask": 0.2517870832234621, "loss_maskiou": 0.005643994758429471, "loss_sem_seg": 0.23511984618380666, "lr": 0.01, "mask_rcnn/accuracy": 0.9023953087728598, "mask_rcnn/false_negative": 0.09149301917866665, "mask_rcnn/false_positive": 0.10708435711593936, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.5, "time": 0.7320169406011701, "total_loss": 1.5105438300961396} {"data_time": 0.010365850292146206, "eta_seconds": 45299.18365072925, "iteration": 207159, "loss_fcos_cls": 0.24690981372259557, "loss_fcos_ctr": 0.6198878660798073, "loss_fcos_loc": 0.18554753431817517, "loss_mask": 0.2620839821174741, "loss_maskiou": 0.004950225295033306, "loss_sem_seg": 0.28606160916388035, "lr": 0.01, "mask_rcnn/accuracy": 0.8880837912087911, "mask_rcnn/false_negative": 0.088153843248066, "mask_rcnn/false_positive": 0.13184594892539786, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.25, "time": 0.7386922119185328, "total_loss": 1.5909697331226198} {"data_time": 0.009876842610538006, "eta_seconds": 45266.2530891886, "iteration": 207179, "loss_fcos_cls": 0.2278739680768922, "loss_fcos_ctr": 0.6177026247605681, "loss_fcos_loc": 0.1825373184401542, "loss_mask": 0.2633225847966969, "loss_maskiou": 0.005670847256624256, "loss_sem_seg": 0.30179267888888717, "lr": 0.01, "mask_rcnn/accuracy": 0.904486568723875, "mask_rcnn/false_negative": 0.08574481186024335, "mask_rcnn/false_positive": 0.09920725295487576, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7193689057603478, "total_loss": 1.5864349322000635} {"data_time": 0.0104256896302104, "eta_seconds": 45270.34949236084, "iteration": 207199, "loss_fcos_cls": 0.2399561973870732, "loss_fcos_ctr": 0.6202885769307613, "loss_fcos_loc": 0.19158500898629427, "loss_mask": 0.2598245181143284, "loss_maskiou": 0.0053759790971525945, "loss_sem_seg": 0.24363221088424325, "lr": 0.01, "mask_rcnn/accuracy": 0.8811295191153384, "mask_rcnn/false_negative": 0.09544832451485238, "mask_rcnn/false_positive": 0.1446326581557255, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.7142166113480926, "total_loss": 1.6016710778676497} {"data_time": 0.009310890920460224, "eta_seconds": 45217.511376469396, "iteration": 207219, "loss_fcos_cls": 0.2444621769245714, "loss_fcos_ctr": 0.6202232539653778, "loss_fcos_loc": 0.19271676940843463, "loss_mask": 0.25784241035580635, "loss_maskiou": 0.005368375044781715, "loss_sem_seg": 0.24434273084625602, "lr": 0.01, "mask_rcnn/accuracy": 0.8829206251466104, "mask_rcnn/false_negative": 0.09976187445901688, "mask_rcnn/false_positive": 0.11998055561305053, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.7127368496730924, "total_loss": 1.5763310648762854} {"data_time": 0.00972328707575798, "eta_seconds": 45249.10446066689, "iteration": 207239, "loss_fcos_cls": 0.2335581713123247, "loss_fcos_ctr": 0.6168500250205398, "loss_fcos_loc": 0.181195939774625, "loss_mask": 0.24987480975687504, "loss_maskiou": 0.004812313949514646, "loss_sem_seg": 0.24717703834176064, "lr": 0.01, "mask_rcnn/accuracy": 0.8796309345902467, "mask_rcnn/false_negative": 0.09787256067370076, "mask_rcnn/false_positive": 0.1508502054053236, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.25, "time": 0.7292957175523043, "total_loss": 1.5776306624393328} {"data_time": 0.010046248324215412, "eta_seconds": 45212.30610781722, "iteration": 207259, "loss_fcos_cls": 0.2199285849928856, "loss_fcos_ctr": 0.6181148001924157, "loss_fcos_loc": 0.18154532427433878, "loss_mask": 0.265013137832284, "loss_maskiou": 0.004979632609320106, "loss_sem_seg": 0.25084036914631724, "lr": 0.01, "mask_rcnn/accuracy": 0.8865452430972389, "mask_rcnn/false_negative": 0.09638958720993335, "mask_rcnn/false_positive": 0.11339161986108352, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.5, "time": 0.7282225685194135, "total_loss": 1.568087626088527} {"data_time": 0.010361803695559502, "eta_seconds": 45181.634584542364, "iteration": 207279, "loss_fcos_cls": 0.2357448429102078, "loss_fcos_ctr": 0.6164531232789159, "loss_fcos_loc": 0.17274987348355353, "loss_mask": 0.2545941574499011, "loss_maskiou": 0.004888747484073974, "loss_sem_seg": 0.2503739222884178, "lr": 0.01, "mask_rcnn/accuracy": 0.8795074279711885, "mask_rcnn/false_negative": 0.08999982981563318, "mask_rcnn/false_positive": 0.1314730556084242, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.25, "time": 0.7044561831280589, "total_loss": 1.5378580260439776} {"data_time": 0.010521342046558857, "eta_seconds": 45179.78597833868, "iteration": 207299, "loss_fcos_cls": 0.2450805543921888, "loss_fcos_ctr": 0.6199762783944607, "loss_fcos_loc": 0.1932574526872486, "loss_mask": 0.24716155021451414, "loss_maskiou": 0.005064490749646211, "loss_sem_seg": 0.2737956093624234, "lr": 0.01, "mask_rcnn/accuracy": 0.876855563654033, "mask_rcnn/false_negative": 0.08625125945258816, "mask_rcnn/false_positive": 0.15332032451926553, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.7294074650853872, "total_loss": 1.5973368306476914} {"data_time": 0.010819788090884686, "eta_seconds": 45145.487179058604, "iteration": 207319, "loss_fcos_cls": 0.23267488949932158, "loss_fcos_ctr": 0.6216046838089824, "loss_fcos_loc": 0.18436307250522077, "loss_mask": 0.25641193334013224, "loss_maskiou": 0.0046235468034865335, "loss_sem_seg": 0.24481944553554058, "lr": 0.01, "mask_rcnn/accuracy": 0.8923211098598731, "mask_rcnn/false_negative": 0.08537122614555834, "mask_rcnn/false_positive": 0.12640817624404807, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.75, "time": 0.7045756205916405, "total_loss": 1.5627793255298457} {"data_time": 0.010190973058342934, "eta_seconds": 45133.059495194815, "iteration": 207339, "loss_fcos_cls": 0.24163603084161878, "loss_fcos_ctr": 0.6194779202342033, "loss_fcos_loc": 0.1856897627003491, "loss_mask": 0.2553198551759124, "loss_maskiou": 0.004671069051255472, "loss_sem_seg": 0.2233149795792997, "lr": 0.01, "mask_rcnn/accuracy": 0.8797406462585033, "mask_rcnn/false_negative": 0.09379657399094082, "mask_rcnn/false_positive": 0.1542209705301904, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7218736363574862, "total_loss": 1.535960566427093} {"data_time": 0.009613700211048126, "eta_seconds": 45134.76211637538, "iteration": 207359, "loss_fcos_cls": 0.22616884403396398, "loss_fcos_ctr": 0.6205501197837293, "loss_fcos_loc": 0.18348703440278769, "loss_mask": 0.25427243346348405, "loss_maskiou": 0.00522765865753172, "loss_sem_seg": 0.25107022654265165, "lr": 0.01, "mask_rcnn/accuracy": 0.8778633520857023, "mask_rcnn/false_negative": 0.10845365277928738, "mask_rcnn/false_positive": 0.13467940294533465, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.5, "time": 0.7370916232466698, "total_loss": 1.5536957014119253} {"data_time": 0.01004763226956129, "eta_seconds": 45109.598688136786, "iteration": 207379, "loss_fcos_cls": 0.22645405470393598, "loss_fcos_ctr": 0.6165940742939711, "loss_fcos_loc": 0.17429838445968926, "loss_mask": 0.25534229818731546, "loss_maskiou": 0.004662405361159472, "loss_sem_seg": 0.22847058204934, "lr": 0.01, "mask_rcnn/accuracy": 0.9020667109032352, "mask_rcnn/false_negative": 0.10018786707857168, "mask_rcnn/false_positive": 0.08955521543884679, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.5, "time": 0.7120201401412487, "total_loss": 1.5129391847622173} {"data_time": 0.009997869841754436, "eta_seconds": 45120.65723570064, "iteration": 207399, "loss_fcos_cls": 0.21905549708753824, "loss_fcos_ctr": 0.6145197032019496, "loss_fcos_loc": 0.17024763801600784, "loss_mask": 0.24192219832912087, "loss_maskiou": 0.005031500564655289, "loss_sem_seg": 0.23754881165223196, "lr": 0.01, "mask_rcnn/accuracy": 0.8935107019781596, "mask_rcnn/false_negative": 0.08166548491164091, "mask_rcnn/false_positive": 0.13842253100666385, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 35.75, "time": 0.7281189933419228, "total_loss": 1.5088258851101273} {"data_time": 0.011588407680392265, "eta_seconds": 45127.82088788599, "iteration": 207419, "loss_fcos_cls": 0.2268158788792789, "loss_fcos_ctr": 0.6159053863957524, "loss_fcos_loc": 0.1760042766109109, "loss_mask": 0.25167481414973736, "loss_maskiou": 0.00513578607206, "loss_sem_seg": 0.23433982930146158, "lr": 0.01, "mask_rcnn/accuracy": 0.8750798319327731, "mask_rcnn/false_negative": 0.10757652598952831, "mask_rcnn/false_positive": 0.14499634040031179, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7247030222788453, "total_loss": 1.5083614023315022} {"data_time": 0.009910273365676403, "eta_seconds": 45082.594832902774, "iteration": 207439, "loss_fcos_cls": 0.2262019112240523, "loss_fcos_ctr": 0.6151764574460685, "loss_fcos_loc": 0.1827299015421886, "loss_mask": 0.25330527126789093, "loss_maskiou": 0.005282074231217848, "loss_sem_seg": 0.2598034415859729, "lr": 0.01, "mask_rcnn/accuracy": 0.8935532639395044, "mask_rcnn/false_negative": 0.10259154566125417, "mask_rcnn/false_positive": 0.11284225401872461, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.702252734452486, "total_loss": 1.5562994724605232} {"data_time": 0.011237544007599354, "eta_seconds": 45090.48998700734, "iteration": 207459, "loss_fcos_cls": 0.22357505233958364, "loss_fcos_ctr": 0.6180845741182566, "loss_fcos_loc": 0.18064522527856752, "loss_mask": 0.25005524419248104, "loss_maskiou": 0.005395074625994312, "loss_sem_seg": 0.2421139816287905, "lr": 0.01, "mask_rcnn/accuracy": 0.9063572100807611, "mask_rcnn/false_negative": 0.07437934513024672, "mask_rcnn/false_positive": 0.1160957445837058, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 36.25, "time": 0.717645556665957, "total_loss": 1.5026206595393887} {"data_time": 0.00945504754781723, "eta_seconds": 45092.30516960751, "iteration": 207479, "loss_fcos_cls": 0.23055073933210224, "loss_fcos_ctr": 0.6183877266012132, "loss_fcos_loc": 0.1771889190422371, "loss_mask": 0.2579120481386781, "loss_maskiou": 0.00519994882051833, "loss_sem_seg": 0.2377105567138642, "lr": 0.01, "mask_rcnn/accuracy": 0.8884083491696273, "mask_rcnn/false_negative": 0.08585985850366881, "mask_rcnn/false_positive": 0.13344000000807232, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.25, "time": 0.729966277256608, "total_loss": 1.5537418830645038} {"data_time": 0.010123027488589287, "eta_seconds": 45035.5530530503, "iteration": 207499, "loss_fcos_cls": 0.22658325836528093, "loss_fcos_ctr": 0.6193835893645883, "loss_fcos_loc": 0.18594401248265058, "loss_mask": 0.2412599166855216, "loss_maskiou": 0.005130715930135921, "loss_sem_seg": 0.25479651731438935, "lr": 0.01, "mask_rcnn/accuracy": 0.8970886309976118, "mask_rcnn/false_negative": 0.08756100953117735, "mask_rcnn/false_positive": 0.11026410204570214, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.25, "time": 0.7185220951214433, "total_loss": 1.549231471879466} {"data_time": 0.009736798703670502, "eta_seconds": 45006.65836597793, "iteration": 207519, "loss_fcos_cls": 0.23675158034893684, "loss_fcos_ctr": 0.6190185379236937, "loss_fcos_loc": 0.181283664656803, "loss_mask": 0.24193868367001414, "loss_maskiou": 0.004925428656861186, "loss_sem_seg": 0.24303233809769154, "lr": 0.01, "mask_rcnn/accuracy": 0.870337938546205, "mask_rcnn/false_negative": 0.08849041647287272, "mask_rcnn/false_positive": 0.1358466604238418, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 40.5, "time": 0.7112782243639231, "total_loss": 1.5426295098513947} {"data_time": 0.010686797089874744, "eta_seconds": 44984.19082054496, "iteration": 207539, "loss_fcos_cls": 0.22284825053066015, "loss_fcos_ctr": 0.6144315851852298, "loss_fcos_loc": 0.17706149409059435, "loss_mask": 0.2614883901551366, "loss_maskiou": 0.005342786920664366, "loss_sem_seg": 0.22488139220513403, "lr": 0.01, "mask_rcnn/accuracy": 0.8970931179250523, "mask_rcnn/false_negative": 0.08076036276457102, "mask_rcnn/false_positive": 0.1153753408001576, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 28.5, "time": 0.7133953832089901, "total_loss": 1.5078666405024705} {"data_time": 0.011122921481728554, "eta_seconds": 44992.3196138544, "iteration": 207559, "loss_fcos_cls": 0.2270890949293971, "loss_fcos_ctr": 0.6181678816210479, "loss_fcos_loc": 0.1857010043459013, "loss_mask": 0.25491570914164186, "loss_maskiou": 0.004932772506435867, "loss_sem_seg": 0.23555978015065193, "lr": 0.01, "mask_rcnn/accuracy": 0.8952431301467956, "mask_rcnn/false_negative": 0.09448239479322645, "mask_rcnn/false_positive": 0.11583325314862913, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7286217221990228, "total_loss": 1.5077766918839188} {"data_time": 0.010017949156463146, "eta_seconds": 44955.382962316275, "iteration": 207579, "loss_fcos_cls": 0.2321061617694795, "loss_fcos_ctr": 0.6172080105170608, "loss_fcos_loc": 0.17140264646150172, "loss_mask": 0.24078089743852615, "loss_maskiou": 0.004818750014237594, "loss_sem_seg": 0.25370905036106706, "lr": 0.01, "mask_rcnn/accuracy": 0.8883338341346154, "mask_rcnn/false_negative": 0.07873089466615742, "mask_rcnn/false_positive": 0.14555168156050033, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.0, "time": 0.7152816951274872, "total_loss": 1.5040348948459723} {"data_time": 0.010476497001945972, "eta_seconds": 44976.50408403948, "iteration": 207599, "loss_fcos_cls": 0.22786195506341755, "loss_fcos_ctr": 0.6136541357263923, "loss_fcos_loc": 0.17038217349909246, "loss_mask": 0.25352730695158243, "loss_maskiou": 0.005718281274312176, "loss_sem_seg": 0.2537897068541497, "lr": 0.01, "mask_rcnn/accuracy": 0.9026898121190492, "mask_rcnn/false_negative": 0.07653485950932626, "mask_rcnn/false_positive": 0.12276297847120143, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.25, "time": 0.7265298403799534, "total_loss": 1.5027480646967888} {"data_time": 0.010331124998629093, "eta_seconds": 44983.59877290577, "iteration": 207619, "loss_fcos_cls": 0.22770355187822133, "loss_fcos_ctr": 0.6183418338187039, "loss_fcos_loc": 0.18308936373796314, "loss_mask": 0.24936772417277098, "loss_maskiou": 0.005128506454639137, "loss_sem_seg": 0.2392116861883551, "lr": 0.01, "mask_rcnn/accuracy": 0.8894553695264513, "mask_rcnn/false_negative": 0.1122689342515454, "mask_rcnn/false_positive": 0.1171032543699792, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7026744289323688, "total_loss": 1.5124505796775338} {"data_time": 0.009750991128385067, "eta_seconds": 44982.561671557836, "iteration": 207639, "loss_fcos_cls": 0.23162509547546506, "loss_fcos_ctr": 0.6188907199539244, "loss_fcos_loc": 0.17997970327269286, "loss_mask": 0.261102432385087, "loss_maskiou": 0.005031565589888487, "loss_sem_seg": 0.2226038312073797, "lr": 0.01, "mask_rcnn/accuracy": 0.9010930878375446, "mask_rcnn/false_negative": 0.08077013277724915, "mask_rcnn/false_positive": 0.11144853954538869, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7362568657845259, "total_loss": 1.5101657622399216} {"data_time": 0.009436742402613163, "eta_seconds": 44983.72300348338, "iteration": 207659, "loss_fcos_cls": 0.2290838873013854, "loss_fcos_ctr": 0.6193424286320806, "loss_fcos_loc": 0.18805872579105198, "loss_mask": 0.2519199689850211, "loss_maskiou": 0.004506781551754102, "loss_sem_seg": 0.2327031223103404, "lr": 0.01, "mask_rcnn/accuracy": 0.8994911184519891, "mask_rcnn/false_negative": 0.0887267918541132, "mask_rcnn/false_positive": 0.13213997166603803, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.75, "time": 0.724938802421093, "total_loss": 1.5049113978056994} {"data_time": 0.009774938225746155, "eta_seconds": 44967.134928680025, "iteration": 207679, "loss_fcos_cls": 0.22590320277959108, "loss_fcos_ctr": 0.6186388721689582, "loss_fcos_loc": 0.18420934188179672, "loss_mask": 0.25656680203974247, "loss_maskiou": 0.005614044319372624, "loss_sem_seg": 0.23650719691067934, "lr": 0.01, "mask_rcnn/accuracy": 0.8681884856215214, "mask_rcnn/false_negative": 0.10095979662046382, "mask_rcnn/false_positive": 0.15998782898735428, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 28.0, "time": 0.712484915740788, "total_loss": 1.5330315893261286} {"data_time": 0.009293857030570507, "eta_seconds": 44952.70411565434, "iteration": 207699, "loss_fcos_cls": 0.2323273127549328, "loss_fcos_ctr": 0.6179279531352222, "loss_fcos_loc": 0.17232235247502103, "loss_mask": 0.2504689544439316, "loss_maskiou": 0.005145878647454083, "loss_sem_seg": 0.23077124590054154, "lr": 0.01, "mask_rcnn/accuracy": 0.8862142079053843, "mask_rcnn/false_negative": 0.08416815870653913, "mask_rcnn/false_positive": 0.14510467646192643, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.0, "time": 0.708613489754498, "total_loss": 1.534557624392619} {"data_time": 0.010571595281362534, "eta_seconds": 44931.69371077884, "iteration": 207719, "loss_fcos_cls": 0.22529383655637503, "loss_fcos_ctr": 0.6189074604772031, "loss_fcos_loc": 0.17615142953582108, "loss_mask": 0.23395671090111136, "loss_maskiou": 0.004727008541522082, "loss_sem_seg": 0.2241845855023712, "lr": 0.01, "mask_rcnn/accuracy": 0.88777509081693, "mask_rcnn/false_negative": 0.0811173412647731, "mask_rcnn/false_positive": 0.13444695000247353, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.25, "time": 0.6985129825770855, "total_loss": 1.496082489771652} {"data_time": 0.00992496032267809, "eta_seconds": 44888.61702053156, "iteration": 207739, "loss_fcos_cls": 0.22380412300117314, "loss_fcos_ctr": 0.6174584813416004, "loss_fcos_loc": 0.18166031659347937, "loss_mask": 0.2447378383949399, "loss_maskiou": 0.005112553008075338, "loss_sem_seg": 0.2135289185680449, "lr": 0.01, "mask_rcnn/accuracy": 0.8852585241413639, "mask_rcnn/false_negative": 0.10019943701573791, "mask_rcnn/false_positive": 0.12576444757295063, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.5, "time": 0.7106594406068325, "total_loss": 1.5151822797924979} {"data_time": 0.011136273853480816, "eta_seconds": 44830.94713273924, "iteration": 207759, "loss_fcos_cls": 0.24894768022932112, "loss_fcos_ctr": 0.6164388647302985, "loss_fcos_loc": 0.17922008177265525, "loss_mask": 0.25500378105789423, "loss_maskiou": 0.004716014271252789, "loss_sem_seg": 0.24734347919002175, "lr": 0.01, "mask_rcnn/accuracy": 0.8900544911842287, "mask_rcnn/false_negative": 0.1036551561469449, "mask_rcnn/false_positive": 0.11947901968635942, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.7128817783668637, "total_loss": 1.5392466030370997} {"data_time": 0.010183303616940975, "eta_seconds": 44816.541532850824, "iteration": 207779, "loss_fcos_cls": 0.23963326076045632, "loss_fcos_ctr": 0.6161853387020528, "loss_fcos_loc": 0.18083652202039957, "loss_mask": 0.2573158578015864, "loss_maskiou": 0.0056877501046983525, "loss_sem_seg": 0.24670947901904583, "lr": 0.01, "mask_rcnn/accuracy": 0.8557441442486085, "mask_rcnn/false_negative": 0.12420208276900711, "mask_rcnn/false_positive": 0.16369040044729788, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7239748798310757, "total_loss": 1.5483693354399293} {"data_time": 0.009734660387039185, "eta_seconds": 44811.66528561618, "iteration": 207799, "loss_fcos_cls": 0.23438471130793914, "loss_fcos_ctr": 0.6169828567653894, "loss_fcos_loc": 0.1800370808923617, "loss_mask": 0.24958100728690624, "loss_maskiou": 0.005116091793752275, "loss_sem_seg": 0.24346092785708606, "lr": 0.01, "mask_rcnn/accuracy": 0.9122092626635454, "mask_rcnn/false_negative": 0.07418417812248057, "mask_rcnn/false_positive": 0.10488246287846467, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.5, "time": 0.7269139252603054, "total_loss": 1.5177470299240667} {"data_time": 0.009460527449846268, "eta_seconds": 44779.719448241405, "iteration": 207819, "loss_fcos_cls": 0.23392190574668348, "loss_fcos_ctr": 0.6162995211780071, "loss_fcos_loc": 0.18551231920719147, "loss_mask": 0.25493584340438247, "loss_maskiou": 0.005452667435747571, "loss_sem_seg": 0.24875500076450408, "lr": 0.01, "mask_rcnn/accuracy": 0.890867954324587, "mask_rcnn/false_negative": 0.09654853372980579, "mask_rcnn/false_positive": 0.0951194312506935, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.25, "time": 0.7135079521685839, "total_loss": 1.557362791892956} {"data_time": 0.010875373147428036, "eta_seconds": 44749.50555655453, "iteration": 207839, "loss_fcos_cls": 0.23668847233057022, "loss_fcos_ctr": 0.6180742122232914, "loss_fcos_loc": 0.18342300283256918, "loss_mask": 0.2582892612554133, "loss_maskiou": 0.004603299414156936, "loss_sem_seg": 0.24648952949792147, "lr": 0.01, "mask_rcnn/accuracy": 0.8995672643478151, "mask_rcnn/false_negative": 0.10089731144440527, "mask_rcnn/false_positive": 0.12827354759025122, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.5, "time": 0.7246758434921503, "total_loss": 1.5497236320225056} {"data_time": 0.009333645924925804, "eta_seconds": 44750.91340173315, "iteration": 207859, "loss_fcos_cls": 0.23740670771803707, "loss_fcos_ctr": 0.6173849413171411, "loss_fcos_loc": 0.18495590245584026, "loss_mask": 0.2533108815550804, "loss_maskiou": 0.005142209367477335, "loss_sem_seg": 0.23845052206888795, "lr": 0.01, "mask_rcnn/accuracy": 0.894844639983653, "mask_rcnn/false_negative": 0.08841202084957714, "mask_rcnn/false_positive": 0.1123253334091727, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.25, "time": 0.724113161675632, "total_loss": 1.5411970723507693} {"data_time": 0.010201627388596535, "eta_seconds": 44760.5014454769, "iteration": 207879, "loss_fcos_cls": 0.22890398371964693, "loss_fcos_ctr": 0.6141729829832911, "loss_fcos_loc": 0.17423531459644437, "loss_mask": 0.25494729774072766, "loss_maskiou": 0.004996732888685074, "loss_sem_seg": 0.27871746715391055, "lr": 0.01, "mask_rcnn/accuracy": 0.8906656684412896, "mask_rcnn/false_negative": 0.10477658318033356, "mask_rcnn/false_positive": 0.1080218305881627, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.7294715661555529, "total_loss": 1.5754536595777608} {"data_time": 0.010719316080212593, "eta_seconds": 44774.876285261475, "iteration": 207899, "loss_fcos_cls": 0.23578180326148868, "loss_fcos_ctr": 0.619820000603795, "loss_fcos_loc": 0.1896984011400491, "loss_mask": 0.2703962968662381, "loss_maskiou": 0.006097739031247329, "loss_sem_seg": 0.25563235697336495, "lr": 0.01, "mask_rcnn/accuracy": 0.881635105965463, "mask_rcnn/false_negative": 0.0889962314840255, "mask_rcnn/false_positive": 0.13139828392106462, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.5, "time": 0.7343217758461833, "total_loss": 1.5888834847937687} {"data_time": 0.010356394574046135, "eta_seconds": 44767.265600435436, "iteration": 207919, "loss_fcos_cls": 0.24246598267927766, "loss_fcos_ctr": 0.6208205283619463, "loss_fcos_loc": 0.19700323976576328, "loss_mask": 0.2545996131375432, "loss_maskiou": 0.004964887477399316, "loss_sem_seg": 0.21693136263638735, "lr": 0.01, "mask_rcnn/accuracy": 0.8749539399092972, "mask_rcnn/false_negative": 0.09258725764937734, "mask_rcnn/false_positive": 0.13959760809868071, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.25, "time": 0.7223963467404246, "total_loss": 1.5473935283662286} {"data_time": 0.008977874182164669, "eta_seconds": 44710.80463803839, "iteration": 207939, "loss_fcos_cls": 0.24581497814506292, "loss_fcos_ctr": 0.6192041905596852, "loss_fcos_loc": 0.18826462421566248, "loss_mask": 0.25190394744277, "loss_maskiou": 0.005127906428242568, "loss_sem_seg": 0.2508556772954762, "lr": 0.01, "mask_rcnn/accuracy": 0.8818515426061926, "mask_rcnn/false_negative": 0.11142881764750326, "mask_rcnn/false_positive": 0.13102695390715619, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.25, "time": 0.7167507139965892, "total_loss": 1.5682644458574941} {"data_time": 0.010217241011559963, "eta_seconds": 44673.40737681091, "iteration": 207959, "loss_fcos_cls": 0.23305191623512655, "loss_fcos_ctr": 0.6146205104887486, "loss_fcos_loc": 0.17371806147275493, "loss_mask": 0.2586371246725321, "loss_maskiou": 0.005127776927110972, "loss_sem_seg": 0.24842830025590956, "lr": 0.01, "mask_rcnn/accuracy": 0.876583296362023, "mask_rcnn/false_negative": 0.09119055557214492, "mask_rcnn/false_positive": 0.1420338194243454, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.75, "time": 0.7220824342221022, "total_loss": 1.5446456531062722} {"data_time": 0.011463742703199387, "eta_seconds": 44648.079081025906, "iteration": 207979, "loss_fcos_cls": 0.2254700071644038, "loss_fcos_ctr": 0.6175026511773467, "loss_fcos_loc": 0.18492209585383534, "loss_mask": 0.2555387197062373, "loss_maskiou": 0.005035837978539348, "loss_sem_seg": 0.28547539259307086, "lr": 0.01, "mask_rcnn/accuracy": 0.9011831956528693, "mask_rcnn/false_negative": 0.0831714551416328, "mask_rcnn/false_positive": 0.1281511890248248, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7108710622414947, "total_loss": 1.5865987311844947} {"data_time": 0.010138070210814476, "eta_seconds": 44658.07993407827, "iteration": 207999, "loss_fcos_cls": 0.2269957517273724, "loss_fcos_ctr": 0.6185985254123807, "loss_fcos_loc": 0.18222861405229196, "loss_mask": 0.26793788466602564, "loss_maskiou": 0.0059077345504192635, "loss_sem_seg": 0.2678705370053649, "lr": 0.01, "mask_rcnn/accuracy": 0.8838991774229763, "mask_rcnn/false_negative": 0.09403521062846391, "mask_rcnn/false_positive": 0.14058746674883718, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.7333762282505631, "total_loss": 1.5770163984707324} {"data_time": 0.008670940063893795, "eta_seconds": 44659.62621484045, "iteration": 208019, "loss_fcos_cls": 0.23362362990155816, "loss_fcos_ctr": 0.6161538106389344, "loss_fcos_loc": 0.1789985573850572, "loss_mask": 0.24932123254984617, "loss_maskiou": 0.005327045073499903, "loss_sem_seg": 0.23055865475907922, "lr": 0.01, "mask_rcnn/accuracy": 0.8927953208310351, "mask_rcnn/false_negative": 0.08205594746223513, "mask_rcnn/false_positive": 0.14686591919222086, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7369814617559314, "total_loss": 1.527282373601338} {"data_time": 0.010351237840950489, "eta_seconds": 44673.93616062682, "iteration": 208039, "loss_fcos_cls": 0.2430652785114944, "loss_fcos_ctr": 0.6167384581640363, "loss_fcos_loc": 0.18373024463653564, "loss_mask": 0.2734858663752675, "loss_maskiou": 0.006226434983545914, "loss_sem_seg": 0.28273479687049985, "lr": 0.01, "mask_rcnn/accuracy": 0.8869063444236256, "mask_rcnn/false_negative": 0.09959714446145052, "mask_rcnn/false_positive": 0.11884286798261547, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 22.0, "time": 0.7208524849265814, "total_loss": 1.59145448775962} {"data_time": 0.010685203596949577, "eta_seconds": 44659.51614282187, "iteration": 208059, "loss_fcos_cls": 0.23233144846744835, "loss_fcos_ctr": 0.6172487689182162, "loss_fcos_loc": 0.1738706566975452, "loss_mask": 0.24884588969871402, "loss_maskiou": 0.005282945690851193, "loss_sem_seg": 0.24299034615978599, "lr": 0.01, "mask_rcnn/accuracy": 0.8896598544868448, "mask_rcnn/false_negative": 0.08659690476605611, "mask_rcnn/false_positive": 0.13640665035954325, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.728300248272717, "total_loss": 1.5239619384155958} {"data_time": 0.010013746097683907, "eta_seconds": 44640.46996395197, "iteration": 208079, "loss_fcos_cls": 0.241991157643497, "loss_fcos_ctr": 0.6170762723777443, "loss_fcos_loc": 0.17620128544513136, "loss_mask": 0.2439274713397026, "loss_maskiou": 0.005088880221592262, "loss_sem_seg": 0.2616400675615296, "lr": 0.01, "mask_rcnn/accuracy": 0.8934691300762729, "mask_rcnn/false_negative": 0.08976322509188336, "mask_rcnn/false_positive": 0.11824657423614188, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.75, "time": 0.7296654898673296, "total_loss": 1.5707446006781538} {"data_time": 0.010200582444667816, "eta_seconds": 44626.051440360956, "iteration": 208099, "loss_fcos_cls": 0.23278213059529662, "loss_fcos_ctr": 0.6166315823793411, "loss_fcos_loc": 0.18348014680668712, "loss_mask": 0.2620100937783718, "loss_maskiou": 0.006001788322464563, "loss_sem_seg": 0.2666350514627993, "lr": 0.01, "mask_rcnn/accuracy": 0.8844963451218997, "mask_rcnn/false_negative": 0.1097321626263246, "mask_rcnn/false_positive": 0.12261152101498446, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 36.5, "time": 0.7165145901963115, "total_loss": 1.5847512469335925} {"data_time": 0.010337398387491703, "eta_seconds": 44622.20869792532, "iteration": 208119, "loss_fcos_cls": 0.23288172017782927, "loss_fcos_ctr": 0.6211285004392266, "loss_fcos_loc": 0.1936540479073301, "loss_mask": 0.26710051856935024, "loss_maskiou": 0.0052545571270457, "loss_sem_seg": 0.25350676919333637, "lr": 0.01, "mask_rcnn/accuracy": 0.8925449104343043, "mask_rcnn/false_negative": 0.090044663725042, "mask_rcnn/false_positive": 0.12689984866733695, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.25, "time": 0.7164067225530744, "total_loss": 1.5638306189794093} {"data_time": 0.011279148049652576, "eta_seconds": 44588.47289921902, "iteration": 208139, "loss_fcos_cls": 0.24117345991544425, "loss_fcos_ctr": 0.6152276117354631, "loss_fcos_loc": 0.17977919871918857, "loss_mask": 0.24423352628946304, "loss_maskiou": 0.005203193737543188, "loss_sem_seg": 0.27998389955610037, "lr": 0.01, "mask_rcnn/accuracy": 0.8918364650299866, "mask_rcnn/false_negative": 0.07611664353965453, "mask_rcnn/false_positive": 0.12250592042917247, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.0, "time": 0.7121849376708269, "total_loss": 1.56939037027405} {"data_time": 0.010208199732005596, "eta_seconds": 44582.79586958792, "iteration": 208159, "loss_fcos_cls": 0.22896371071692556, "loss_fcos_ctr": 0.616960272192955, "loss_fcos_loc": 0.18353472463786602, "loss_mask": 0.25696531869471073, "loss_maskiou": 0.005641740091959946, "loss_sem_seg": 0.273297794861719, "lr": 0.01, "mask_rcnn/accuracy": 0.8669262003046833, "mask_rcnn/false_negative": 0.10696607182058958, "mask_rcnn/false_positive": 0.15032133557588778, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7303285012021661, "total_loss": 1.5789309149549808} {"data_time": 0.00959944911301136, "eta_seconds": 44568.37734599691, "iteration": 208179, "loss_fcos_cls": 0.22978471778333187, "loss_fcos_ctr": 0.617564114741981, "loss_fcos_loc": 0.18057566205970943, "loss_mask": 0.2529933676123619, "loss_maskiou": 0.004583905072649941, "loss_sem_seg": 0.2462795355822891, "lr": 0.01, "mask_rcnn/accuracy": 0.8796597267939433, "mask_rcnn/false_negative": 0.09029225009037042, "mask_rcnn/false_positive": 0.13526651096324405, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.5, "time": 0.7151046227663755, "total_loss": 1.5480556208822236} {"data_time": 0.009899997152388096, "eta_seconds": 44589.88022571057, "iteration": 208199, "loss_fcos_cls": 0.2335674068890512, "loss_fcos_ctr": 0.6225477522239089, "loss_fcos_loc": 0.20301437040325254, "loss_mask": 0.26071438007056713, "loss_maskiou": 0.005435031212982722, "loss_sem_seg": 0.2605901397764683, "lr": 0.01, "mask_rcnn/accuracy": 0.8950620803476401, "mask_rcnn/false_negative": 0.08551687335489347, "mask_rcnn/false_positive": 0.12173586366713025, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.5, "time": 0.7417703308165073, "total_loss": 1.5646134113776498} {"data_time": 0.010134953074157238, "eta_seconds": 44579.694600929506, "iteration": 208219, "loss_fcos_cls": 0.24393667408730835, "loss_fcos_ctr": 0.6176647869870067, "loss_fcos_loc": 0.18776872928719968, "loss_mask": 0.2578053576871753, "loss_maskiou": 0.005158055450010579, "loss_sem_seg": 0.24264706391841173, "lr": 0.01, "mask_rcnn/accuracy": 0.8843429030305396, "mask_rcnn/false_negative": 0.10014655084499316, "mask_rcnn/false_positive": 0.1221201372904753, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 37.0, "time": 0.716973377391696, "total_loss": 1.5460709463586682} {"data_time": 0.010320593602955341, "eta_seconds": 44572.42315253802, "iteration": 208239, "loss_fcos_cls": 0.22263137437403202, "loss_fcos_ctr": 0.6145583344623446, "loss_fcos_loc": 0.1828429140150547, "loss_mask": 0.25965443439781666, "loss_maskiou": 0.005336486217856873, "loss_sem_seg": 0.21584856021218002, "lr": 0.01, "mask_rcnn/accuracy": 0.8898415935110187, "mask_rcnn/false_negative": 0.09432501786250187, "mask_rcnn/false_positive": 0.14226764020656585, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7474320381879807, "total_loss": 1.5108373666225816} {"data_time": 0.010030784644186497, "eta_seconds": 44565.871864289045, "iteration": 208259, "loss_fcos_cls": 0.22922928200569004, "loss_fcos_ctr": 0.6162721263244748, "loss_fcos_loc": 0.18154803500510752, "loss_mask": 0.25721991807222366, "loss_maskiou": 0.005233513504208531, "loss_sem_seg": 0.22978934715501964, "lr": 0.01, "mask_rcnn/accuracy": 0.8775957751521661, "mask_rcnn/false_negative": 0.11092411908205674, "mask_rcnn/false_positive": 0.11545006382068718, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.5, "time": 0.7296774936839938, "total_loss": 1.533584968670766} {"data_time": 0.009995064698159695, "eta_seconds": 44578.28946817946, "iteration": 208279, "loss_fcos_cls": 0.24017381039448082, "loss_fcos_ctr": 0.6180905625224113, "loss_fcos_loc": 0.18276576558128, "loss_mask": 0.2527527785860002, "loss_maskiou": 0.005349709317670204, "loss_sem_seg": 0.26274791778996587, "lr": 0.01, "mask_rcnn/accuracy": 0.9025740185420539, "mask_rcnn/false_negative": 0.08105504590163232, "mask_rcnn/false_positive": 0.10446141409646295, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.5, "time": 0.7236429983749986, "total_loss": 1.55747269254789} {"data_time": 0.010501484386622906, "eta_seconds": 44536.99907514453, "iteration": 208299, "loss_fcos_cls": 0.23889375507133082, "loss_fcos_ctr": 0.6188961458392441, "loss_fcos_loc": 0.19240890443325043, "loss_mask": 0.269935904070735, "loss_maskiou": 0.005308676738422946, "loss_sem_seg": 0.2404441008111462, "lr": 0.01, "mask_rcnn/accuracy": 0.8752722379839786, "mask_rcnn/false_negative": 0.10866465485300576, "mask_rcnn/false_positive": 0.14233357466415936, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7040152968838811, "total_loss": 1.5345865538947692} {"data_time": 0.010981904342770576, "eta_seconds": 44536.341703363694, "iteration": 208319, "loss_fcos_cls": 0.2264494369737804, "loss_fcos_ctr": 0.6147039597854018, "loss_fcos_loc": 0.17582305544055998, "loss_mask": 0.2519959220662713, "loss_maskiou": 0.0048642492693034, "loss_sem_seg": 0.2634385565761477, "lr": 0.01, "mask_rcnn/accuracy": 0.8977066741330679, "mask_rcnn/false_negative": 0.09389309989184183, "mask_rcnn/false_positive": 0.11746630004334468, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7215038258582354, "total_loss": 1.5499916705157375} {"data_time": 0.010601320303976536, "eta_seconds": 44521.90084095765, "iteration": 208339, "loss_fcos_cls": 0.22834754828363657, "loss_fcos_ctr": 0.6175100523978472, "loss_fcos_loc": 0.17937234684359282, "loss_mask": 0.2545680934563279, "loss_maskiou": 0.005070086815976538, "loss_sem_seg": 0.253890551161021, "lr": 0.01, "mask_rcnn/accuracy": 0.8976358230366976, "mask_rcnn/false_negative": 0.07988286926807414, "mask_rcnn/false_positive": 0.13013779095443728, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.5, "time": 0.7128021810203791, "total_loss": 1.5551584154381999} {"data_time": 0.009962056763470173, "eta_seconds": 44507.459978551604, "iteration": 208359, "loss_fcos_cls": 0.22720749024301767, "loss_fcos_ctr": 0.6145093161612749, "loss_fcos_loc": 0.16685523139312863, "loss_mask": 0.26765327528119087, "loss_maskiou": 0.0059694144838431384, "loss_sem_seg": 0.24097255256492645, "lr": 0.01, "mask_rcnn/accuracy": 0.8743957490830434, "mask_rcnn/false_negative": 0.12983792083958184, "mask_rcnn/false_positive": 0.12085046424778154, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.25, "time": 0.7513236338272691, "total_loss": 1.5202334173427516} {"data_time": 0.01097880955785513, "eta_seconds": 44513.23537700251, "iteration": 208379, "loss_fcos_cls": 0.23117252788506448, "loss_fcos_ctr": 0.6161277508363128, "loss_fcos_loc": 0.18434520065784454, "loss_mask": 0.2532479204237461, "loss_maskiou": 0.005459877327666618, "loss_sem_seg": 0.24289351725019515, "lr": 0.01, "mask_rcnn/accuracy": 0.8793531617192332, "mask_rcnn/false_negative": 0.074020782664302, "mask_rcnn/false_positive": 0.1334093101877777, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.7227678382769227, "total_loss": 1.5791617797585786} {"data_time": 0.010458696633577347, "eta_seconds": 44498.787953112274, "iteration": 208399, "loss_fcos_cls": 0.23030708730220795, "loss_fcos_ctr": 0.6182346446439624, "loss_fcos_loc": 0.18180466548074037, "loss_mask": 0.25345212779939175, "loss_maskiou": 0.00560640130424872, "loss_sem_seg": 0.23295408207923174, "lr": 0.01, "mask_rcnn/accuracy": 0.9048984745413318, "mask_rcnn/false_negative": 0.07362633811973432, "mask_rcnn/false_positive": 0.11519574763784861, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.0, "time": 0.7223019963130355, "total_loss": 1.5147196146135684} {"data_time": 0.010127468965947628, "eta_seconds": 44456.57487151679, "iteration": 208419, "loss_fcos_cls": 0.23309350246563554, "loss_fcos_ctr": 0.622183796018362, "loss_fcos_loc": 0.1856357001233846, "loss_mask": 0.2507961103692651, "loss_maskiou": 0.0050864285658462904, "loss_sem_seg": 0.24772794917225838, "lr": 0.01, "mask_rcnn/accuracy": 0.8901708265765076, "mask_rcnn/false_negative": 0.10325188932090437, "mask_rcnn/false_positive": 0.12784264138013582, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.75, "time": 0.7053842786699533, "total_loss": 1.5506912839773577} {"data_time": 0.009515557438135147, "eta_seconds": 44460.50663684122, "iteration": 208439, "loss_fcos_cls": 0.23131693922914565, "loss_fcos_ctr": 0.6189848380163312, "loss_fcos_loc": 0.18232824688311666, "loss_mask": 0.25212185736745596, "loss_maskiou": 0.005217575540882535, "loss_sem_seg": 0.2157275485806167, "lr": 0.01, "mask_rcnn/accuracy": 0.8887910652065705, "mask_rcnn/false_negative": 0.1177208940639497, "mask_rcnn/false_positive": 0.12529337395474152, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.25, "time": 0.7163262087851763, "total_loss": 1.53641194813099} {"data_time": 0.009875827468931675, "eta_seconds": 44413.6508999262, "iteration": 208459, "loss_fcos_cls": 0.22882865427527577, "loss_fcos_ctr": 0.6181194994132966, "loss_fcos_loc": 0.18343687534797937, "loss_mask": 0.24661373207345605, "loss_maskiou": 0.0044007125979987904, "loss_sem_seg": 0.24037624755874276, "lr": 0.01, "mask_rcnn/accuracy": 0.8880952744967849, "mask_rcnn/false_negative": 0.0906920718637832, "mask_rcnn/false_positive": 0.14148136174070997, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.6996748633682728, "total_loss": 1.5269822445661703} {"data_time": 0.01218730490654707, "eta_seconds": 44383.562444860116, "iteration": 208479, "loss_fcos_cls": 0.23837094008922577, "loss_fcos_ctr": 0.6168139828369021, "loss_fcos_loc": 0.17963685002177954, "loss_mask": 0.2550623435527086, "loss_maskiou": 0.0051244464120827615, "loss_sem_seg": 0.23803801648318768, "lr": 0.01, "mask_rcnn/accuracy": 0.8994343153039468, "mask_rcnn/false_negative": 0.07557413017848343, "mask_rcnn/false_positive": 0.12466545610097067, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.0, "time": 0.7093713926151395, "total_loss": 1.5327048061226378} {"data_time": 0.010692223906517029, "eta_seconds": 44377.65282761026, "iteration": 208499, "loss_fcos_cls": 0.23464543547015637, "loss_fcos_ctr": 0.6175774093717337, "loss_fcos_loc": 0.1807103578466922, "loss_mask": 0.2394633013755083, "loss_maskiou": 0.005430476536275819, "loss_sem_seg": 0.22992850304581225, "lr": 0.01, "mask_rcnn/accuracy": 0.9034448177305321, "mask_rcnn/false_negative": 0.08341458177573283, "mask_rcnn/false_positive": 0.1150488951106182, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.75, "time": 0.7295714961364865, "total_loss": 1.5208186264862888} {"data_time": 0.00938614271581173, "eta_seconds": 44370.349376486614, "iteration": 208519, "loss_fcos_cls": 0.23561666207388043, "loss_fcos_ctr": 0.6174368634819984, "loss_fcos_loc": 0.19169133785180748, "loss_mask": 0.2655147323384881, "loss_maskiou": 0.005400897120125592, "loss_sem_seg": 0.24963440326973796, "lr": 0.01, "mask_rcnn/accuracy": 0.9043527971674119, "mask_rcnn/false_negative": 0.06084665658270372, "mask_rcnn/false_positive": 0.13567393437503097, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.5, "time": 0.7394035281613469, "total_loss": 1.5268454024917446} {"data_time": 0.010483236983418465, "eta_seconds": 44388.284764816985, "iteration": 208539, "loss_fcos_cls": 0.2284181056311354, "loss_fcos_ctr": 0.6194582891184837, "loss_fcos_loc": 0.1882101697847247, "loss_mask": 0.2561226044781506, "loss_maskiou": 0.005051590553193819, "loss_sem_seg": 0.2558433129452169, "lr": 0.01, "mask_rcnn/accuracy": 0.8858244434137291, "mask_rcnn/false_negative": 0.07083128448078718, "mask_rcnn/false_positive": 0.16084353613602412, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 33.25, "time": 0.7369494894519448, "total_loss": 1.5533556413720362} {"data_time": 0.01003678422421217, "eta_seconds": 44364.35909214523, "iteration": 208559, "loss_fcos_cls": 0.213989800773561, "loss_fcos_ctr": 0.6133530028164387, "loss_fcos_loc": 0.17333116452209651, "loss_mask": 0.25271364487707615, "loss_maskiou": 0.005236063771008048, "loss_sem_seg": 0.2510639107786119, "lr": 0.01, "mask_rcnn/accuracy": 0.895492275791365, "mask_rcnn/false_negative": 0.09310904833762684, "mask_rcnn/false_positive": 0.13017053458973488, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.5, "time": 0.7268128069117665, "total_loss": 1.5182858873304212} {"data_time": 0.011112230829894543, "eta_seconds": 44359.39601600729, "iteration": 208579, "loss_fcos_cls": 0.22954207891598344, "loss_fcos_ctr": 0.6176458643749356, "loss_fcos_loc": 0.18181193782947958, "loss_mask": 0.25783792696893215, "loss_maskiou": 0.004971579277480487, "loss_sem_seg": 0.24482039269059896, "lr": 0.01, "mask_rcnn/accuracy": 0.8842417474652697, "mask_rcnn/false_negative": 0.08548099560126939, "mask_rcnn/false_positive": 0.13927539899163477, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.25, "time": 0.7222486166283488, "total_loss": 1.5519494224754453} {"data_time": 0.009370767511427402, "eta_seconds": 44344.95164160244, "iteration": 208599, "loss_fcos_cls": 0.23357568960636854, "loss_fcos_ctr": 0.6161138201132417, "loss_fcos_loc": 0.1814259288366884, "loss_mask": 0.2605841914191842, "loss_maskiou": 0.005748098425101489, "loss_sem_seg": 0.2546069514937699, "lr": 0.01, "mask_rcnn/accuracy": 0.8873778522962459, "mask_rcnn/false_negative": 0.09337149578143347, "mask_rcnn/false_positive": 0.11742960237398481, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.25, "time": 0.7286521904170513, "total_loss": 1.57112022851652} {"data_time": 0.009757799096405506, "eta_seconds": 44339.86629031971, "iteration": 208619, "loss_fcos_cls": 0.24061044584959745, "loss_fcos_ctr": 0.6145558403804898, "loss_fcos_loc": 0.17747669317759573, "loss_mask": 0.2576950080692768, "loss_maskiou": 0.0053484315394598525, "loss_sem_seg": 0.24367434298619628, "lr": 0.01, "mask_rcnn/accuracy": 0.8918938310121346, "mask_rcnn/false_negative": 0.08589354088088981, "mask_rcnn/false_positive": 0.14972055693804712, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 38.0, "time": 0.7220672536641359, "total_loss": 1.5362918846622051} {"data_time": 0.010033806785941124, "eta_seconds": 44306.59393976536, "iteration": 208639, "loss_fcos_cls": 0.24001801223494112, "loss_fcos_ctr": 0.6178405648097396, "loss_fcos_loc": 0.17545571771916002, "loss_mask": 0.25839655473828316, "loss_maskiou": 0.004502134841459338, "loss_sem_seg": 0.2583290219772607, "lr": 0.01, "mask_rcnn/accuracy": 0.8727621510526807, "mask_rcnn/false_negative": 0.09605204719653732, "mask_rcnn/false_positive": 0.14614068047435336, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.0, "time": 0.7148605091497302, "total_loss": 1.5411815025654505} {"data_time": 0.011129260063171387, "eta_seconds": 44301.6185183879, "iteration": 208659, "loss_fcos_cls": 0.22522421833127737, "loss_fcos_ctr": 0.6168465781956911, "loss_fcos_loc": 0.17568765487521887, "loss_mask": 0.2518700361251831, "loss_maskiou": 0.00489874288905412, "loss_sem_seg": 0.2203293307684362, "lr": 0.01, "mask_rcnn/accuracy": 0.8841062605695368, "mask_rcnn/false_negative": 0.08754625381409349, "mask_rcnn/false_positive": 0.13184422868219065, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7267271317541599, "total_loss": 1.4660415118414676} {"data_time": 0.01055496372282505, "eta_seconds": 44310.79143236298, "iteration": 208679, "loss_fcos_cls": 0.23551627033157274, "loss_fcos_ctr": 0.6203076997771859, "loss_fcos_loc": 0.18409227230586112, "loss_mask": 0.24757332308217883, "loss_maskiou": 0.005017853123717941, "loss_sem_seg": 0.26761003816500306, "lr": 0.01, "mask_rcnn/accuracy": 0.8924407262905162, "mask_rcnn/false_negative": 0.08491459117370531, "mask_rcnn/false_positive": 0.12192965953641728, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.5, "time": 0.7232280606403947, "total_loss": 1.565245595147644} {"data_time": 0.010298960842192173, "eta_seconds": 44291.41068864521, "iteration": 208699, "loss_fcos_cls": 0.22927071177400649, "loss_fcos_ctr": 0.6182205285876989, "loss_fcos_loc": 0.17594763007946312, "loss_mask": 0.25281166192144156, "loss_maskiou": 0.005687100885552354, "loss_sem_seg": 0.26590499421581626, "lr": 0.01, "mask_rcnn/accuracy": 0.9150296657124388, "mask_rcnn/false_negative": 0.07071921698104744, "mask_rcnn/false_positive": 0.1137010654493347, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.75, "time": 0.71412303019315, "total_loss": 1.5803702328994405} {"data_time": 0.009107734076678753, "eta_seconds": 44283.16587037593, "iteration": 208719, "loss_fcos_cls": 0.22704889718443155, "loss_fcos_ctr": 0.6166243485640734, "loss_fcos_loc": 0.17712946445681155, "loss_mask": 0.24361714627593756, "loss_maskiou": 0.004773568878590595, "loss_sem_seg": 0.24324081966187805, "lr": 0.01, "mask_rcnn/accuracy": 0.8890691777928704, "mask_rcnn/false_negative": 0.07554500877528914, "mask_rcnn/false_positive": 0.16944946527448373, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.0, "time": 0.6930582551285625, "total_loss": 1.531104674544622} {"data_time": 0.009921688586473465, "eta_seconds": 44270.35024799593, "iteration": 208739, "loss_fcos_cls": 0.23529339511878788, "loss_fcos_ctr": 0.6154575077816844, "loss_fcos_loc": 0.181242142803967, "loss_mask": 0.24475883459672332, "loss_maskiou": 0.0046424737956840545, "loss_sem_seg": 0.2776286960579455, "lr": 0.01, "mask_rcnn/accuracy": 0.8832149169565706, "mask_rcnn/false_negative": 0.09901014574028161, "mask_rcnn/false_positive": 0.1443895376397052, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.7038982259109616, "total_loss": 1.5427785042702453} {"data_time": 0.011054469272494316, "eta_seconds": 44273.14903281536, "iteration": 208759, "loss_fcos_cls": 0.2297590480884537, "loss_fcos_ctr": 0.6206815587356687, "loss_fcos_loc": 0.19213736860547215, "loss_mask": 0.2769915913231671, "loss_maskiou": 0.0059621189429890364, "loss_sem_seg": 0.2969675222411752, "lr": 0.01, "mask_rcnn/accuracy": 0.8836775808524309, "mask_rcnn/false_negative": 0.08798046419078115, "mask_rcnn/false_positive": 0.1277742941188764, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.25, "time": 0.7408629423007369, "total_loss": 1.6025145271560177} {"data_time": 0.009716534055769444, "eta_seconds": 44263.97659753729, "iteration": 208779, "loss_fcos_cls": 0.23374666029121727, "loss_fcos_ctr": 0.618543453514576, "loss_fcos_loc": 0.1772272151429206, "loss_mask": 0.2536754300817847, "loss_maskiou": 0.005401969261583872, "loss_sem_seg": 0.24759863130748272, "lr": 0.01, "mask_rcnn/accuracy": 0.8943424299759042, "mask_rcnn/false_negative": 0.08549289934698556, "mask_rcnn/false_positive": 0.1357406478523157, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7379125645384192, "total_loss": 1.556656135348021} {"data_time": 0.00985474232584238, "eta_seconds": 44244.2317068195, "iteration": 208799, "loss_fcos_cls": 0.2316184458322823, "loss_fcos_ctr": 0.6187111921608448, "loss_fcos_loc": 0.19256057241000235, "loss_mask": 0.2603918621316552, "loss_maskiou": 0.005640444374876097, "loss_sem_seg": 0.261529291048646, "lr": 0.01, "mask_rcnn/accuracy": 0.8871163324820914, "mask_rcnn/false_negative": 0.1015912675838353, "mask_rcnn/false_positive": 0.127337455334504, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.5, "time": 0.7149871550500393, "total_loss": 1.5816587882000022} {"data_time": 0.010769762098789215, "eta_seconds": 44221.8512761686, "iteration": 208819, "loss_fcos_cls": 0.2263553338125348, "loss_fcos_ctr": 0.6164535088464618, "loss_fcos_loc": 0.17540645168628544, "loss_mask": 0.24388781934976578, "loss_maskiou": 0.00523144342150772, "loss_sem_seg": 0.2463750964961946, "lr": 0.01, "mask_rcnn/accuracy": 0.9056102712968477, "mask_rcnn/false_negative": 0.0712749408482132, "mask_rcnn/false_positive": 0.10221767559287148, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7088687242940068, "total_loss": 1.5163051480631111} {"data_time": 0.010340556502342224, "eta_seconds": 44198.08510337211, "iteration": 208839, "loss_fcos_cls": 0.2346528065390885, "loss_fcos_ctr": 0.6170547157526016, "loss_fcos_loc": 0.18103065679315478, "loss_mask": 0.2534521659836173, "loss_maskiou": 0.004952195784426294, "loss_sem_seg": 0.2619804891292006, "lr": 0.01, "mask_rcnn/accuracy": 0.9157881950312659, "mask_rcnn/false_negative": 0.08060057208851393, "mask_rcnn/false_positive": 0.09506024229270998, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.5, "time": 0.7049695951864123, "total_loss": 1.552192967137671} {"data_time": 0.010304493829607964, "eta_seconds": 44180.72273717169, "iteration": 208859, "loss_fcos_cls": 0.22981149470433593, "loss_fcos_ctr": 0.6177777135744691, "loss_fcos_loc": 0.18467975460225716, "loss_mask": 0.2559173498302698, "loss_maskiou": 0.005179134554055054, "loss_sem_seg": 0.23555426485836506, "lr": 0.01, "mask_rcnn/accuracy": 0.8927303064082777, "mask_rcnn/false_negative": 0.0811748639863092, "mask_rcnn/false_positive": 0.13863362878580582, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7161741526797414, "total_loss": 1.5495769818371627} {"data_time": 0.009489108808338642, "eta_seconds": 44161.35646564793, "iteration": 208879, "loss_fcos_cls": 0.21520512108691037, "loss_fcos_ctr": 0.6147301364690065, "loss_fcos_loc": 0.18274211511015892, "loss_mask": 0.2557942238636315, "loss_maskiou": 0.0047186145529849455, "loss_sem_seg": 0.25743696256540716, "lr": 0.01, "mask_rcnn/accuracy": 0.8922298085901027, "mask_rcnn/false_negative": 0.09197859797955686, "mask_rcnn/false_positive": 0.12337717735436518, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.0, "time": 0.7239841502159834, "total_loss": 1.537664909468731} {"data_time": 0.010253306478261948, "eta_seconds": 44118.85719453078, "iteration": 208899, "loss_fcos_cls": 0.2435615585418418, "loss_fcos_ctr": 0.6153093045577407, "loss_fcos_loc": 0.17913503828458488, "loss_mask": 0.25110981287434697, "loss_maskiou": 0.004792377512785606, "loss_sem_seg": 0.254794564913027, "lr": 0.01, "mask_rcnn/accuracy": 0.889659928857039, "mask_rcnn/false_negative": 0.07964916192180319, "mask_rcnn/false_positive": 0.10471879061702262, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.0, "time": 0.7176409354433417, "total_loss": 1.5580248196783941} {"data_time": 0.010025789961218834, "eta_seconds": 44088.93981152866, "iteration": 208919, "loss_fcos_cls": 0.2255436044652015, "loss_fcos_ctr": 0.6187974913045764, "loss_fcos_loc": 0.1831849583541043, "loss_mask": 0.253269980661571, "loss_maskiou": 0.005550656707782764, "loss_sem_seg": 0.2650475346017629, "lr": 0.01, "mask_rcnn/accuracy": 0.8939482716085214, "mask_rcnn/false_negative": 0.08259756711893036, "mask_rcnn/false_positive": 0.11690011141681257, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.25, "time": 0.7111507980152965, "total_loss": 1.5711844269535504} {"data_time": 0.009787156246602535, "eta_seconds": 44074.50359083433, "iteration": 208939, "loss_fcos_cls": 0.23045544046908617, "loss_fcos_ctr": 0.6206005625426769, "loss_fcos_loc": 0.19774321641307324, "loss_mask": 0.2582116089761257, "loss_maskiou": 0.005316969483828871, "loss_sem_seg": 0.2592894248664379, "lr": 0.01, "mask_rcnn/accuracy": 0.8980856734803422, "mask_rcnn/false_negative": 0.10245221874375558, "mask_rcnn/false_positive": 0.11351215432118461, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 25.5, "time": 0.719094367697835, "total_loss": 1.5671522657939931} {"data_time": 0.010442985221743584, "eta_seconds": 44052.80441647209, "iteration": 208959, "loss_fcos_cls": 0.23700756899779662, "loss_fcos_ctr": 0.6164918560534716, "loss_fcos_loc": 0.17742531502153724, "loss_mask": 0.258770820684731, "loss_maskiou": 0.005517846169823315, "loss_sem_seg": 0.243913434445858, "lr": 0.01, "mask_rcnn/accuracy": 0.8834814324863609, "mask_rcnn/false_negative": 0.09778441471846125, "mask_rcnn/false_positive": 0.14126229973522564, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.7111493377014995, "total_loss": 1.5206244832879747} {"data_time": 0.010191809386014938, "eta_seconds": 44028.44659571815, "iteration": 208979, "loss_fcos_cls": 0.22744140843860805, "loss_fcos_ctr": 0.617791642434895, "loss_fcos_loc": 0.18369376915507019, "loss_mask": 0.25098232505843043, "loss_maskiou": 0.005194466015382204, "loss_sem_seg": 0.24037902033887804, "lr": 0.01, "mask_rcnn/accuracy": 0.8793256110583769, "mask_rcnn/false_negative": 0.08939888953216446, "mask_rcnn/false_positive": 0.13770215885977516, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.25, "time": 0.7014314774423838, "total_loss": 1.5234423953152145} {"data_time": 0.0108792120590806, "eta_seconds": 44011.935963947326, "iteration": 208999, "loss_fcos_cls": 0.22435488388873637, "loss_fcos_ctr": 0.6168021559715271, "loss_fcos_loc": 0.17471271101385355, "loss_mask": 0.2548358868807554, "loss_maskiou": 0.004942740521073574, "loss_sem_seg": 0.25920177972875535, "lr": 0.01, "mask_rcnn/accuracy": 0.9123188293536038, "mask_rcnn/false_negative": 0.06922217314522373, "mask_rcnn/false_positive": 0.12159316471814686, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 26.5, "time": 0.7242090497165918, "total_loss": 1.536454720673646} {"data_time": 0.010617063380777836, "eta_seconds": 43976.97829104122, "iteration": 209019, "loss_fcos_cls": 0.23371234023943543, "loss_fcos_ctr": 0.615811737254262, "loss_fcos_loc": 0.1876261648721993, "loss_mask": 0.25597144942730665, "loss_maskiou": 0.004478840717638377, "loss_sem_seg": 0.24550494155846536, "lr": 0.01, "mask_rcnn/accuracy": 0.8935096383033174, "mask_rcnn/false_negative": 0.0912661838089262, "mask_rcnn/false_positive": 0.11908012091807012, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.0, "time": 0.7195616541430354, "total_loss": 1.5524342621247342} {"data_time": 0.009658521972596645, "eta_seconds": 43979.55739017762, "iteration": 209039, "loss_fcos_cls": 0.2273687187116593, "loss_fcos_ctr": 0.6159159941598773, "loss_fcos_loc": 0.17686429189052433, "loss_mask": 0.24609165359288454, "loss_maskiou": 0.00547451705642743, "loss_sem_seg": 0.23510488960891962, "lr": 0.01, "mask_rcnn/accuracy": 0.8956193024599046, "mask_rcnn/false_negative": 0.08761866067606547, "mask_rcnn/false_positive": 0.09200889345821289, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.5, "time": 0.7313745319843292, "total_loss": 1.5155340506244102} {"data_time": 0.011136001907289028, "eta_seconds": 43957.5625887448, "iteration": 209059, "loss_fcos_cls": 0.2327602943405509, "loss_fcos_ctr": 0.6186700416728854, "loss_fcos_loc": 0.18762014829553664, "loss_mask": 0.25310439011082053, "loss_maskiou": 0.005218921978666913, "loss_sem_seg": 0.22835181653499603, "lr": 0.01, "mask_rcnn/accuracy": 0.8936192801651177, "mask_rcnn/false_negative": 0.08065249210911293, "mask_rcnn/false_positive": 0.14325487630103384, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.75, "time": 0.7280431725084782, "total_loss": 1.542295947929233} {"data_time": 0.01005625631660223, "eta_seconds": 43928.74030135665, "iteration": 209079, "loss_fcos_cls": 0.23180354828946292, "loss_fcos_ctr": 0.6155169662088156, "loss_fcos_loc": 0.17846332292538136, "loss_mask": 0.24732907442376018, "loss_maskiou": 0.005147591753484448, "loss_sem_seg": 0.24486742401495576, "lr": 0.01, "mask_rcnn/accuracy": 0.8950075841147269, "mask_rcnn/false_negative": 0.08560241976878152, "mask_rcnn/false_positive": 0.13043683946154228, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.713188330642879, "total_loss": 1.512750359124766} {"data_time": 0.01033442746847868, "eta_seconds": 43936.271134318784, "iteration": 209099, "loss_fcos_cls": 0.22610268834978342, "loss_fcos_ctr": 0.6184456432238221, "loss_fcos_loc": 0.17191850184462965, "loss_mask": 0.24160865088924766, "loss_maskiou": 0.004252862290741177, "loss_sem_seg": 0.23067993018776178, "lr": 0.01, "mask_rcnn/accuracy": 0.8982856045644064, "mask_rcnn/false_negative": 0.08793310840964685, "mask_rcnn/false_positive": 0.10988753316090918, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.75, "time": 0.728782800026238, "total_loss": 1.4882509753588238} {"data_time": 0.01159101352095604, "eta_seconds": 43921.84238236584, "iteration": 209119, "loss_fcos_cls": 0.21525232261046767, "loss_fcos_ctr": 0.6150474385358393, "loss_fcos_loc": 0.1702343946089968, "loss_mask": 0.24750646343454719, "loss_maskiou": 0.005002221740141977, "loss_sem_seg": 0.2603766373358667, "lr": 0.01, "mask_rcnn/accuracy": 0.8886965846082387, "mask_rcnn/false_negative": 0.0944263259441786, "mask_rcnn/false_positive": 0.13790244306799207, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 38.25, "time": 0.7197470180690289, "total_loss": 1.5191815954094636} {"data_time": 0.010590205900371075, "eta_seconds": 43911.53531892132, "iteration": 209139, "loss_fcos_cls": 0.23835603753104806, "loss_fcos_ctr": 0.6162109775468707, "loss_fcos_loc": 0.1797535418299958, "loss_mask": 0.26152148749679327, "loss_maskiou": 0.005471411961480044, "loss_sem_seg": 0.2624714132398367, "lr": 0.01, "mask_rcnn/accuracy": 0.890513674982188, "mask_rcnn/false_negative": 0.10385959760992466, "mask_rcnn/false_positive": 0.14653558357931934, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.0, "time": 0.7239065077155828, "total_loss": 1.5696782596351113} {"data_time": 0.010365583933889866, "eta_seconds": 43885.431244348176, "iteration": 209159, "loss_fcos_cls": 0.23034558026120067, "loss_fcos_ctr": 0.6191977895796299, "loss_fcos_loc": 0.18793560238555074, "loss_mask": 0.25983470398932695, "loss_maskiou": 0.005543595299968729, "loss_sem_seg": 0.2734487447887659, "lr": 0.01, "mask_rcnn/accuracy": 0.8835210889693397, "mask_rcnn/false_negative": 0.09504484317205718, "mask_rcnn/false_positive": 0.13030193764032727, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.0, "time": 0.7271248633041978, "total_loss": 1.5766565199301112} {"data_time": 0.010422218590974808, "eta_seconds": 43882.67510609608, "iteration": 209179, "loss_fcos_cls": 0.23483798978850245, "loss_fcos_ctr": 0.6179521381855011, "loss_fcos_loc": 0.17745971609838307, "loss_mask": 0.2669619331136346, "loss_maskiou": 0.005397529956098879, "loss_sem_seg": 0.24146666983142495, "lr": 0.01, "mask_rcnn/accuracy": 0.874483543417367, "mask_rcnn/false_negative": 0.09102436432608756, "mask_rcnn/false_positive": 0.153989409389503, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7219563564285636, "total_loss": 1.554211993701756} {"data_time": 0.010454651899635792, "eta_seconds": 43868.24499968346, "iteration": 209199, "loss_fcos_cls": 0.239973824005574, "loss_fcos_ctr": 0.6193675538524985, "loss_fcos_loc": 0.1892276732251048, "loss_mask": 0.2651075730100274, "loss_maskiou": 0.005816899691126309, "loss_sem_seg": 0.2867630865657702, "lr": 0.01, "mask_rcnn/accuracy": 0.876645003239391, "mask_rcnn/false_negative": 0.09836897468468137, "mask_rcnn/false_positive": 0.15055834595701806, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.7432197630405426, "total_loss": 1.603449100992293} {"data_time": 0.011872303672134876, "eta_seconds": 43880.66408201121, "iteration": 209219, "loss_fcos_cls": 0.22808054101187736, "loss_fcos_ctr": 0.6183544378727674, "loss_fcos_loc": 0.1736268448876217, "loss_mask": 0.2539259707555175, "loss_maskiou": 0.0051757630571955815, "loss_sem_seg": 0.22429530043154955, "lr": 0.01, "mask_rcnn/accuracy": 0.9035364065497994, "mask_rcnn/false_negative": 0.08675259887862918, "mask_rcnn/false_positive": 0.13238862815618652, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.75, "time": 0.7312216190621257, "total_loss": 1.4993320764078817} {"data_time": 0.010043226182460785, "eta_seconds": 43842.28837839328, "iteration": 209239, "loss_fcos_cls": 0.22948800877202302, "loss_fcos_ctr": 0.6175422724336386, "loss_fcos_loc": 0.1827648781472817, "loss_mask": 0.2608793741092086, "loss_maskiou": 0.004814812360564247, "loss_sem_seg": 0.2730905315838754, "lr": 0.01, "mask_rcnn/accuracy": 0.9098933456361268, "mask_rcnn/false_negative": 0.08253830664428713, "mask_rcnn/false_positive": 0.10139228736908273, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.0, "time": 0.7304043397307396, "total_loss": 1.5366909415461123} {"data_time": 0.010476876981556416, "eta_seconds": 43837.92119368259, "iteration": 209259, "loss_fcos_cls": 0.23448693053796887, "loss_fcos_ctr": 0.6158416280522943, "loss_fcos_loc": 0.18623956642113626, "loss_mask": 0.26201734878122807, "loss_maskiou": 0.0054814569593872875, "loss_sem_seg": 0.2560246745124459, "lr": 0.01, "mask_rcnn/accuracy": 0.8691265196554812, "mask_rcnn/false_negative": 0.08456054113112246, "mask_rcnn/false_positive": 0.1556894295738156, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.75, "time": 0.7352098757401109, "total_loss": 1.5475333077697542} {"data_time": 0.010197216644883156, "eta_seconds": 43813.426254084334, "iteration": 209279, "loss_fcos_cls": 0.2217350194696337, "loss_fcos_ctr": 0.6187940509989858, "loss_fcos_loc": 0.18368436419405043, "loss_mask": 0.2524184286594391, "loss_maskiou": 0.005294336486258544, "loss_sem_seg": 0.22205162700265646, "lr": 0.01, "mask_rcnn/accuracy": 0.892984414160401, "mask_rcnn/false_negative": 0.07794217731535455, "mask_rcnn/false_positive": 0.11319527820435261, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 24.25, "time": 0.7205338953062892, "total_loss": 1.5044426002714317} {"data_time": 0.010667172260582447, "eta_seconds": 43855.47177583538, "iteration": 209299, "loss_fcos_cls": 0.23182598664425313, "loss_fcos_ctr": 0.617091323249042, "loss_fcos_loc": 0.17911653663031757, "loss_mask": 0.25040863268077374, "loss_maskiou": 0.005480370367877185, "loss_sem_seg": 0.25378656294196844, "lr": 0.01, "mask_rcnn/accuracy": 0.9134582062405223, "mask_rcnn/false_negative": 0.08234381966840312, "mask_rcnn/false_positive": 0.10344135473553834, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.5, "time": 0.7344109993427992, "total_loss": 1.5412143311768887} {"data_time": 0.010861399583518505, "eta_seconds": 43849.591034419835, "iteration": 209319, "loss_fcos_cls": 0.22249599266797304, "loss_fcos_ctr": 0.617990342900157, "loss_fcos_loc": 0.18009277083911002, "loss_mask": 0.2573088933713734, "loss_maskiou": 0.00552378118300112, "loss_sem_seg": 0.2547337010037154, "lr": 0.01, "mask_rcnn/accuracy": 0.8743502467274789, "mask_rcnn/false_negative": 0.10960058914176593, "mask_rcnn/false_positive": 0.14670533207489694, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.75, "time": 0.7246191566810012, "total_loss": 1.5431729735100816} {"data_time": 0.010997786186635494, "eta_seconds": 43835.138539887965, "iteration": 209339, "loss_fcos_cls": 0.23437334527261555, "loss_fcos_ctr": 0.6196052674204111, "loss_fcos_loc": 0.1806567646563053, "loss_mask": 0.2527089253999293, "loss_maskiou": 0.004772297717863694, "loss_sem_seg": 0.27825483260676265, "lr": 0.01, "mask_rcnn/accuracy": 0.8909051474840948, "mask_rcnn/false_negative": 0.08901243411593787, "mask_rcnn/false_positive": 0.12795015368495524, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.7196298455819488, "total_loss": 1.56914389539088} {"data_time": 0.01054383534938097, "eta_seconds": 43749.30385826249, "iteration": 209359, "loss_fcos_cls": 0.2421232413034886, "loss_fcos_ctr": 0.6175415189936757, "loss_fcos_loc": 0.1798812027554959, "loss_mask": 0.2535709673538804, "loss_maskiou": 0.005807883255329216, "loss_sem_seg": 0.23442141595296562, "lr": 0.01, "mask_rcnn/accuracy": 0.8813491207527014, "mask_rcnn/false_negative": 0.09278714419126352, "mask_rcnn/false_positive": 0.15967792141014692, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7081339601427317, "total_loss": 1.5293096563400468} {"data_time": 0.010179405100643635, "eta_seconds": 43726.296778919175, "iteration": 209379, "loss_fcos_cls": 0.24844897165894508, "loss_fcos_ctr": 0.6165503980591893, "loss_fcos_loc": 0.17424675001529977, "loss_mask": 0.2429999504238367, "loss_maskiou": 0.004804046177014243, "loss_sem_seg": 0.22806395939551294, "lr": 0.01, "mask_rcnn/accuracy": 0.9053091737772695, "mask_rcnn/false_negative": 0.08226564974343065, "mask_rcnn/false_positive": 0.11687576969317456, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.0, "time": 0.7189350267872214, "total_loss": 1.5140198208609945} {"data_time": 0.00941964890807867, "eta_seconds": 43711.87065702118, "iteration": 209399, "loss_fcos_cls": 0.2292956537567079, "loss_fcos_ctr": 0.6168119236826897, "loss_fcos_loc": 0.17901664692908525, "loss_mask": 0.23941395338624716, "loss_maskiou": 0.004951962000632193, "loss_sem_seg": 0.24217109638266265, "lr": 0.01, "mask_rcnn/accuracy": 0.9077205974527403, "mask_rcnn/false_negative": 0.08802894537965364, "mask_rcnn/false_positive": 0.08891283970729254, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.5, "time": 0.7208823850378394, "total_loss": 1.5252330626462935} {"data_time": 0.00941349659115076, "eta_seconds": 43714.61880814284, "iteration": 209419, "loss_fcos_cls": 0.23431398929096758, "loss_fcos_ctr": 0.6190299703739583, "loss_fcos_loc": 0.18700223715859465, "loss_mask": 0.27489734161645174, "loss_maskiou": 0.005748723873693962, "loss_sem_seg": 0.2590138455852866, "lr": 0.01, "mask_rcnn/accuracy": 0.8744846423417851, "mask_rcnn/false_negative": 0.09792422713668811, "mask_rcnn/false_positive": 0.1559436371773331, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7288257339969277, "total_loss": 1.5738390844635433} {"data_time": 0.009997505694627762, "eta_seconds": 43740.404169528745, "iteration": 209439, "loss_fcos_cls": 0.2323574824258685, "loss_fcos_ctr": 0.6206578803248703, "loss_fcos_loc": 0.18872160511091352, "loss_mask": 0.260354143101722, "loss_maskiou": 0.005529964888410177, "loss_sem_seg": 0.2716618913691491, "lr": 0.01, "mask_rcnn/accuracy": 0.8880075732284378, "mask_rcnn/false_negative": 0.09813294723089432, "mask_rcnn/false_positive": 0.14036256058930757, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.0, "time": 0.758720294572413, "total_loss": 1.585401392338099} {"data_time": 0.009553189389407635, "eta_seconds": 43739.87441361509, "iteration": 209459, "loss_fcos_cls": 0.23312146752141416, "loss_fcos_ctr": 0.6187533587217331, "loss_fcos_loc": 0.18456085782963783, "loss_mask": 0.27371538523584604, "loss_maskiou": 0.006160595185065176, "loss_sem_seg": 0.25398604245856404, "lr": 0.01, "mask_rcnn/accuracy": 0.8765889830508475, "mask_rcnn/false_negative": 0.11204012316172904, "mask_rcnn/false_positive": 0.12671867699419118, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.714960053563118, "total_loss": 1.567523069868912} {"data_time": 0.0097450390458107, "eta_seconds": 43725.42474333756, "iteration": 209479, "loss_fcos_cls": 0.23256048269104213, "loss_fcos_ctr": 0.6157295079901814, "loss_fcos_loc": 0.17056203144602478, "loss_mask": 0.2536020362749696, "loss_maskiou": 0.005516097116924357, "loss_sem_seg": 0.2411968894302845, "lr": 0.01, "mask_rcnn/accuracy": 0.8756550590175558, "mask_rcnn/false_negative": 0.08970314206015505, "mask_rcnn/false_positive": 0.13933319478897904, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.25, "time": 0.7082072868943214, "total_loss": 1.5350093064480461} {"data_time": 0.010796467773616314, "eta_seconds": 43697.06894966494, "iteration": 209499, "loss_fcos_cls": 0.24849253264255822, "loss_fcos_ctr": 0.6187321143224835, "loss_fcos_loc": 0.18699907523114234, "loss_mask": 0.25155224185436964, "loss_maskiou": 0.005210671421082225, "loss_sem_seg": 0.2505110134370625, "lr": 0.01, "mask_rcnn/accuracy": 0.8879187502886495, "mask_rcnn/false_negative": 0.11065336836089634, "mask_rcnn/false_positive": 0.10148705979207479, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.7223641779273748, "total_loss": 1.533588565303944} {"data_time": 0.009648751467466354, "eta_seconds": 43637.36329708155, "iteration": 209519, "loss_fcos_cls": 0.2208110560895875, "loss_fcos_ctr": 0.6170335905626416, "loss_fcos_loc": 0.17347600415814668, "loss_mask": 0.24172429647296667, "loss_maskiou": 0.005006263068935368, "loss_sem_seg": 0.25694076367653906, "lr": 0.01, "mask_rcnn/accuracy": 0.8962445633991302, "mask_rcnn/false_negative": 0.0799699976057322, "mask_rcnn/false_positive": 0.1268308961828395, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.25, "time": 0.6972154099494219, "total_loss": 1.518410691885947} {"data_time": 0.009382301941514015, "eta_seconds": 43610.88780373521, "iteration": 209539, "loss_fcos_cls": 0.22916166204959154, "loss_fcos_ctr": 0.6191193712875247, "loss_fcos_loc": 0.18455974280368537, "loss_mask": 0.2601354671642184, "loss_maskiou": 0.0050907171971630305, "loss_sem_seg": 0.24777681613340974, "lr": 0.01, "mask_rcnn/accuracy": 0.882941855987678, "mask_rcnn/false_negative": 0.0965810459828075, "mask_rcnn/false_positive": 0.14043953608365667, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.25, "time": 0.717304665595293, "total_loss": 1.5595786623598542} {"data_time": 0.00937165878713131, "eta_seconds": 43559.29368785396, "iteration": 209559, "loss_fcos_cls": 0.23373830481432378, "loss_fcos_ctr": 0.6156234489753842, "loss_fcos_loc": 0.17754276748746634, "loss_mask": 0.25495927035808563, "loss_maskiou": 0.005322096516465535, "loss_sem_seg": 0.2299252231605351, "lr": 0.01, "mask_rcnn/accuracy": 0.8904207021791768, "mask_rcnn/false_negative": 0.07784311355894194, "mask_rcnn/false_positive": 0.1314973004473366, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.5, "time": 0.6926717115566134, "total_loss": 1.5520936973334756} {"data_time": 0.009710021317005157, "eta_seconds": 43552.65826621838, "iteration": 209579, "loss_fcos_cls": 0.23747700545936823, "loss_fcos_ctr": 0.6172598358243704, "loss_fcos_loc": 0.18754744064062834, "loss_mask": 0.25688515789806843, "loss_maskiou": 0.005200592648179736, "loss_sem_seg": 0.2251712204888463, "lr": 0.01, "mask_rcnn/accuracy": 0.8860336817653891, "mask_rcnn/false_negative": 0.09479148206906898, "mask_rcnn/false_positive": 0.11522611509161534, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7305446192622185, "total_loss": 1.5454317087860545} {"data_time": 0.010960693471133709, "eta_seconds": 43520.12840589229, "iteration": 209599, "loss_fcos_cls": 0.23948728304821998, "loss_fcos_ctr": 0.6161640821956098, "loss_fcos_loc": 0.18137410061899573, "loss_mask": 0.24895911663770676, "loss_maskiou": 0.005125894043885637, "loss_sem_seg": 0.26125369127839804, "lr": 0.01, "mask_rcnn/accuracy": 0.8960124585790897, "mask_rcnn/false_negative": 0.09455701200207356, "mask_rcnn/false_positive": 0.11463231690434024, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.75, "time": 0.7087315330281854, "total_loss": 1.5462711458530976} {"data_time": 0.010517486371099949, "eta_seconds": 43498.23402273562, "iteration": 209619, "loss_fcos_cls": 0.22545825969427824, "loss_fcos_ctr": 0.620159569196403, "loss_fcos_loc": 0.1733775840839371, "loss_mask": 0.24916641460731626, "loss_maskiou": 0.005562178805121221, "loss_sem_seg": 0.2524440528359264, "lr": 0.01, "mask_rcnn/accuracy": 0.9041303204881372, "mask_rcnn/false_negative": 0.08692551131130963, "mask_rcnn/false_positive": 0.15149650467623205, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.25, "time": 0.7158994451165199, "total_loss": 1.5461577339519863} {"data_time": 0.009102615527808666, "eta_seconds": 43476.20760009438, "iteration": 209639, "loss_fcos_cls": 0.23717833601403981, "loss_fcos_ctr": 0.6193077731877565, "loss_fcos_loc": 0.17914725450100377, "loss_mask": 0.25557857006788254, "loss_maskiou": 0.005270233639748767, "loss_sem_seg": 0.26566287397872657, "lr": 0.01, "mask_rcnn/accuracy": 0.8878176270508202, "mask_rcnn/false_negative": 0.10492038330650316, "mask_rcnn/false_positive": 0.10945816428347202, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.75, "time": 0.7119346223771572, "total_loss": 1.5745743384686648} {"data_time": 0.009963375516235828, "eta_seconds": 43455.77783568483, "iteration": 209659, "loss_fcos_cls": 0.23419279255904257, "loss_fcos_ctr": 0.6216428112238646, "loss_fcos_loc": 0.18505868915235624, "loss_mask": 0.2608437743037939, "loss_maskiou": 0.005636278568999842, "loss_sem_seg": 0.25372092984616756, "lr": 0.01, "mask_rcnn/accuracy": 0.8907149529832054, "mask_rcnn/false_negative": 0.07593169073033451, "mask_rcnn/false_positive": 0.17179306145236387, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.5, "time": 0.7164376741275191, "total_loss": 1.5553688230429543} {"data_time": 0.01153127383440733, "eta_seconds": 43437.70436297916, "iteration": 209679, "loss_fcos_cls": 0.22082776157185435, "loss_fcos_ctr": 0.6175770508125424, "loss_fcos_loc": 0.18804274551803246, "loss_mask": 0.2648995276540518, "loss_maskiou": 0.005349900948203867, "loss_sem_seg": 0.2668854622170329, "lr": 0.01, "mask_rcnn/accuracy": 0.8968838180711183, "mask_rcnn/false_negative": 0.0878182775987407, "mask_rcnn/false_positive": 0.09693351027485302, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.75, "time": 0.7127638785168529, "total_loss": 1.5690900509798666} {"data_time": 0.009539304301142693, "eta_seconds": 43432.991409905255, "iteration": 209699, "loss_fcos_cls": 0.23943382082507014, "loss_fcos_ctr": 0.6190754566341639, "loss_fcos_loc": 0.18680838705040514, "loss_mask": 0.26141652930527925, "loss_maskiou": 0.0051338331250008196, "loss_sem_seg": 0.2840106110088527, "lr": 0.01, "mask_rcnn/accuracy": 0.8945505861919236, "mask_rcnn/false_negative": 0.09391538552446647, "mask_rcnn/false_positive": 0.1268954539451346, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.7253219606354833, "total_loss": 1.6083076569811965} {"data_time": 0.010354625061154366, "eta_seconds": 43426.19441752415, "iteration": 209719, "loss_fcos_cls": 0.2452858597971499, "loss_fcos_ctr": 0.6208807807415724, "loss_fcos_loc": 0.1839957577176392, "loss_mask": 0.25799294328317046, "loss_maskiou": 0.005033335080952384, "loss_sem_seg": 0.2680771076120436, "lr": 0.01, "mask_rcnn/accuracy": 0.8898076833933257, "mask_rcnn/false_negative": 0.08142428484520481, "mask_rcnn/false_positive": 0.14110974164740617, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.25, "time": 0.7217214880511165, "total_loss": 1.5772706734205713} {"data_time": 0.010903766378760338, "eta_seconds": 43437.32708463259, "iteration": 209739, "loss_fcos_cls": 0.24791861604899168, "loss_fcos_ctr": 0.6215786896646023, "loss_fcos_loc": 0.19902586261741817, "loss_mask": 0.2719264472834766, "loss_maskiou": 0.005970610543954535, "loss_sem_seg": 0.26570890098810196, "lr": 0.01, "mask_rcnn/accuracy": 0.8830357142857143, "mask_rcnn/false_negative": 0.09448067204276098, "mask_rcnn/false_positive": 0.14440485563915756, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7167694289237261, "total_loss": 1.6186560938149341} {"data_time": 0.010053044185042381, "eta_seconds": 43410.899816430174, "iteration": 209759, "loss_fcos_cls": 0.23708876315504313, "loss_fcos_ctr": 0.620493539609015, "loss_fcos_loc": 0.1936416997341439, "loss_mask": 0.27344206627458334, "loss_maskiou": 0.005607683426205767, "loss_sem_seg": 0.2642820770852268, "lr": 0.01, "mask_rcnn/accuracy": 0.880353218210361, "mask_rcnn/false_negative": 0.09223309582374467, "mask_rcnn/false_positive": 0.13731825328584593, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.7323323357850313, "total_loss": 1.6191922041762155} {"data_time": 0.009806378744542599, "eta_seconds": 43365.693447439, "iteration": 209779, "loss_fcos_cls": 0.23636081768199801, "loss_fcos_ctr": 0.6174699580296874, "loss_fcos_loc": 0.1785790203139186, "loss_mask": 0.2617338113486767, "loss_maskiou": 0.005341618525562808, "loss_sem_seg": 0.24662387371063232, "lr": 0.01, "mask_rcnn/accuracy": 0.8921876626926282, "mask_rcnn/false_negative": 0.10158089896436603, "mask_rcnn/false_positive": 0.11747170178232672, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.5, "time": 0.711293151602149, "total_loss": 1.5335996952999267} {"data_time": 0.011048751883208752, "eta_seconds": 43331.48065337632, "iteration": 209799, "loss_fcos_cls": 0.24597011075820774, "loss_fcos_ctr": 0.6177720595151186, "loss_fcos_loc": 0.1869307931046933, "loss_mask": 0.2608904158696532, "loss_maskiou": 0.0054235679999692366, "loss_sem_seg": 0.2614348258357495, "lr": 0.01, "mask_rcnn/accuracy": 0.8939240457097599, "mask_rcnn/false_negative": 0.08531511732244984, "mask_rcnn/false_positive": 0.1356852693328129, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7055244296789169, "total_loss": 1.596557531345752} {"data_time": 0.009989164769649506, "eta_seconds": 43340.55063604098, "iteration": 209819, "loss_fcos_cls": 0.24207091191783547, "loss_fcos_ctr": 0.6174285504966974, "loss_fcos_loc": 0.18450122885406017, "loss_mask": 0.2538138600066304, "loss_maskiou": 0.005088028250611387, "loss_sem_seg": 0.27580769499763846, "lr": 0.01, "mask_rcnn/accuracy": 0.8756409760874047, "mask_rcnn/false_negative": 0.10592845151587998, "mask_rcnn/false_positive": 0.1258653196591294, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.5, "time": 0.7293985262513161, "total_loss": 1.5857570680709614} {"data_time": 0.009740433655679226, "eta_seconds": 43377.823617381044, "iteration": 209839, "loss_fcos_cls": 0.23054526594933122, "loss_fcos_ctr": 0.6172370510175824, "loss_fcos_loc": 0.18358596321195364, "loss_mask": 0.25650704372674227, "loss_maskiou": 0.00516997749946313, "loss_sem_seg": 0.2571686082519591, "lr": 0.01, "mask_rcnn/accuracy": 0.8817809732588688, "mask_rcnn/false_negative": 0.09700645603891811, "mask_rcnn/false_positive": 0.1421686794519462, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.5, "time": 0.7453030850738287, "total_loss": 1.5659503336719354} {"data_time": 0.010870936326682568, "eta_seconds": 43388.13807849772, "iteration": 209859, "loss_fcos_cls": 0.24245361774228513, "loss_fcos_ctr": 0.6185790747404099, "loss_fcos_loc": 0.19153924798592925, "loss_mask": 0.26368868816643953, "loss_maskiou": 0.005136470826982986, "loss_sem_seg": 0.26076529268175364, "lr": 0.01, "mask_rcnn/accuracy": 0.9007784307529205, "mask_rcnn/false_negative": 0.07677340338323724, "mask_rcnn/false_positive": 0.12484059396933347, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.0, "time": 0.7423797771334648, "total_loss": 1.5986183828426874} {"data_time": 0.010592498816549778, "eta_seconds": 43373.70927349664, "iteration": 209879, "loss_fcos_cls": 0.24707911093719304, "loss_fcos_ctr": 0.6192699254024774, "loss_fcos_loc": 0.19147516367956996, "loss_mask": 0.27001404482871294, "loss_maskiou": 0.0052664875984191895, "loss_sem_seg": 0.2599660917185247, "lr": 0.01, "mask_rcnn/accuracy": 0.8747928004535147, "mask_rcnn/false_negative": 0.10394870498771039, "mask_rcnn/false_positive": 0.15536194741582, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.5, "time": 0.7250710744410753, "total_loss": 1.5807100215897663} {"data_time": 0.009405519813299179, "eta_seconds": 43346.316017352045, "iteration": 209899, "loss_fcos_cls": 0.23941223707515746, "loss_fcos_ctr": 0.6173359523527324, "loss_fcos_loc": 0.18626766582019627, "loss_mask": 0.2445420017465949, "loss_maskiou": 0.00476512703608023, "loss_sem_seg": 0.2667717069853097, "lr": 0.01, "mask_rcnn/accuracy": 0.8878369114499732, "mask_rcnn/false_negative": 0.07641396514647888, "mask_rcnn/false_positive": 0.12852423697146442, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 30.5, "time": 0.7156023886054754, "total_loss": 1.5743319676003011} {"data_time": 0.009542392566800117, "eta_seconds": 43353.038632873446, "iteration": 209919, "loss_fcos_cls": 0.23081259336322546, "loss_fcos_ctr": 0.6173457112163305, "loss_fcos_loc": 0.17752224882133305, "loss_mask": 0.24691645614802837, "loss_maskiou": 0.005861655539774802, "loss_sem_seg": 0.25991093600168824, "lr": 0.01, "mask_rcnn/accuracy": 0.8848610872920597, "mask_rcnn/false_negative": 0.08749693906082844, "mask_rcnn/false_positive": 0.14957512150380892, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.5, "time": 0.7460298463702202, "total_loss": 1.5663873461162439} {"data_time": 0.009536230005323887, "eta_seconds": 43356.51982040983, "iteration": 209939, "loss_fcos_cls": 0.22623610845766962, "loss_fcos_ctr": 0.6161865093745291, "loss_fcos_loc": 0.17486436921171844, "loss_mask": 0.24950701836496592, "loss_maskiou": 0.005641918593028095, "loss_sem_seg": 0.27703576255589724, "lr": 0.01, "mask_rcnn/accuracy": 0.8970043318173964, "mask_rcnn/false_negative": 0.09283070334398974, "mask_rcnn/false_positive": 0.10396680019176131, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7408298598602414, "total_loss": 1.5329031170258531} {"data_time": 0.010019858367741108, "eta_seconds": 43321.42023553047, "iteration": 209959, "loss_fcos_cls": 0.22858622367493808, "loss_fcos_ctr": 0.6170456297695637, "loss_fcos_loc": 0.1814461852191016, "loss_mask": 0.2663920819759369, "loss_maskiou": 0.005359687842428684, "loss_sem_seg": 0.23170258733443916, "lr": 0.01, "mask_rcnn/accuracy": 0.8831389698736638, "mask_rcnn/false_negative": 0.09102364942810212, "mask_rcnn/false_positive": 0.11152132331094873, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.5, "time": 0.6917301025241613, "total_loss": 1.536845781687589} {"data_time": 0.01147938147187233, "eta_seconds": 43356.79985806905, "iteration": 209979, "loss_fcos_cls": 0.24408537382259965, "loss_fcos_ctr": 0.6198636582121253, "loss_fcos_loc": 0.1879705433966592, "loss_mask": 0.2542275218293071, "loss_maskiou": 0.005444071750389412, "loss_sem_seg": 0.2618341618217528, "lr": 0.01, "mask_rcnn/accuracy": 0.8796963070942663, "mask_rcnn/false_negative": 0.08304740579555667, "mask_rcnn/false_positive": 0.14027333901631844, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.5, "time": 0.7279613688588142, "total_loss": 1.5872331030841451} {"data_time": 0.010433166287839413, "eta_seconds": 43298.785136107355, "iteration": 209999, "loss_fcos_cls": 0.23675320390611887, "loss_fcos_ctr": 0.6186158158816397, "loss_fcos_loc": 0.18411785271018744, "loss_mask": 0.2482102494686842, "loss_maskiou": 0.004803599052593199, "loss_sem_seg": 0.23740850994363427, "lr": 0.01, "mask_rcnn/accuracy": 0.8929178814382897, "mask_rcnn/false_negative": 0.0916926523797114, "mask_rcnn/false_positive": 0.11920806376407056, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 22.5, "time": 0.7172233816236258, "total_loss": 1.5506177126699185} {"data_time": 0.010336059145629406, "eta_seconds": 43280.88098131493, "iteration": 210019, "loss_fcos_cls": 0.23238026164472103, "loss_fcos_ctr": 0.6193984793499112, "loss_fcos_loc": 0.185147994721774, "loss_mask": 0.2507230299524963, "loss_maskiou": 0.005279954453726532, "loss_sem_seg": 0.2752889641560614, "lr": 0.001, "mask_rcnn/accuracy": 0.8815975765306122, "mask_rcnn/false_negative": 0.08540161467235835, "mask_rcnn/false_positive": 0.1456276378962013, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7111597368493676, "total_loss": 1.5568480754627672} {"data_time": 0.010336410254240036, "eta_seconds": 43245.34458189458, "iteration": 210039, "loss_fcos_cls": 0.23503829236142337, "loss_fcos_ctr": 0.6188997738063335, "loss_fcos_loc": 0.18518717749975622, "loss_mask": 0.25955795869231224, "loss_maskiou": 0.005322263270500116, "loss_sem_seg": 0.22679283539764583, "lr": 0.001, "mask_rcnn/accuracy": 0.8949024561747776, "mask_rcnn/false_negative": 0.09027036989430856, "mask_rcnn/false_positive": 0.11938287003736028, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.75, "time": 0.7184411976486444, "total_loss": 1.5329970311722718} {"data_time": 0.009541172534227371, "eta_seconds": 43244.38331904169, "iteration": 210059, "loss_fcos_cls": 0.22976443858351558, "loss_fcos_ctr": 0.6168412957340479, "loss_fcos_loc": 0.17877491109538823, "loss_mask": 0.25137878116220236, "loss_maskiou": 0.005086069693788886, "loss_sem_seg": 0.21774870390072465, "lr": 0.001, "mask_rcnn/accuracy": 0.8899473012889366, "mask_rcnn/false_negative": 0.08840104974797092, "mask_rcnn/false_positive": 0.10708428731544044, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.25, "time": 0.7276422679424286, "total_loss": 1.5310494713558} {"data_time": 0.009401758201420307, "eta_seconds": 43198.0446469076, "iteration": 210079, "loss_fcos_cls": 0.22023333865217865, "loss_fcos_ctr": 0.6150528052821755, "loss_fcos_loc": 0.16765372548252344, "loss_mask": 0.25783252343535423, "loss_maskiou": 0.004409233592014061, "loss_sem_seg": 0.22342777578160167, "lr": 0.001, "mask_rcnn/accuracy": 0.9048845807119841, "mask_rcnn/false_negative": 0.08000479973406666, "mask_rcnn/false_positive": 0.10369046097365509, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.75, "time": 0.7097939578816295, "total_loss": 1.4630857522424776} {"data_time": 0.011325719766318798, "eta_seconds": 43170.15879360493, "iteration": 210099, "loss_fcos_cls": 0.22481245722156018, "loss_fcos_ctr": 0.6183007061481476, "loss_fcos_loc": 0.18894642731174827, "loss_mask": 0.25527877546846867, "loss_maskiou": 0.005057441137978458, "loss_sem_seg": 0.22850759932771325, "lr": 0.001, "mask_rcnn/accuracy": 0.8902892130665687, "mask_rcnn/false_negative": 0.07799538601715986, "mask_rcnn/false_positive": 0.136248562241217, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.5, "time": 0.719899726100266, "total_loss": 1.5192271019805048} {"data_time": 0.009854483418166637, "eta_seconds": 43169.20798220113, "iteration": 210119, "loss_fcos_cls": 0.2233233500737697, "loss_fcos_ctr": 0.6188855934888124, "loss_fcos_loc": 0.17942876368761063, "loss_mask": 0.2522112550213933, "loss_maskiou": 0.005186684164073085, "loss_sem_seg": 0.21513120247982442, "lr": 0.001, "mask_rcnn/accuracy": 0.8879145408163265, "mask_rcnn/false_negative": 0.0960054556754229, "mask_rcnn/false_positive": 0.11746343533964818, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 25.25, "time": 0.7274711513891816, "total_loss": 1.489992062379315} {"data_time": 0.01047960203140974, "eta_seconds": 43170.5974784242, "iteration": 210139, "loss_fcos_cls": 0.2208264119690284, "loss_fcos_ctr": 0.6218913933262229, "loss_fcos_loc": 0.19041429769276874, "loss_mask": 0.2592261219397187, "loss_maskiou": 0.004934034928737674, "loss_sem_seg": 0.2142581851221621, "lr": 0.001, "mask_rcnn/accuracy": 0.8743100149542575, "mask_rcnn/false_negative": 0.0902418485367397, "mask_rcnn/false_positive": 0.1400605258303947, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.25, "time": 0.728564390912652, "total_loss": 1.5171712586889043} {"data_time": 0.01026192121207714, "eta_seconds": 43177.64651145972, "iteration": 210159, "loss_fcos_cls": 0.21950595220550895, "loss_fcos_ctr": 0.6168040307238698, "loss_fcos_loc": 0.17631705140229315, "loss_mask": 0.2450603940524161, "loss_maskiou": 0.0051337009645067155, "loss_sem_seg": 0.2345859119668603, "lr": 0.001, "mask_rcnn/accuracy": 0.8898218705907479, "mask_rcnn/false_negative": 0.09012606832685044, "mask_rcnn/false_positive": 0.10074631191844388, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.75, "time": 0.7306157015264034, "total_loss": 1.4949299749423517} {"data_time": 0.00927524734288454, "eta_seconds": 43165.4287388213, "iteration": 210179, "loss_fcos_cls": 0.20862294151447713, "loss_fcos_ctr": 0.6141692050732672, "loss_fcos_loc": 0.17412005399819463, "loss_mask": 0.2580406409688294, "loss_maskiou": 0.005210955365328118, "loss_sem_seg": 0.22904372052289546, "lr": 0.001, "mask_rcnn/accuracy": 0.8960296670321021, "mask_rcnn/false_negative": 0.07867948522482615, "mask_rcnn/false_positive": 0.09845573147972395, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.5, "time": 0.7410648595541716, "total_loss": 1.507906849063147} {"data_time": 0.00912055466324091, "eta_seconds": 43088.661563798785, "iteration": 210199, "loss_fcos_cls": 0.20563860202673823, "loss_fcos_ctr": 0.614850752055645, "loss_fcos_loc": 0.16741893836297095, "loss_mask": 0.2475102012977004, "loss_maskiou": 0.004438523275894113, "loss_sem_seg": 0.24204223463311791, "lr": 0.001, "mask_rcnn/accuracy": 0.8983781012404962, "mask_rcnn/false_negative": 0.08907431972667545, "mask_rcnn/false_positive": 0.1266942340364215, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.5, "time": 0.7179345777258277, "total_loss": 1.5094332645458053} {"data_time": 0.009163015522062778, "eta_seconds": 43048.8454190623, "iteration": 210219, "loss_fcos_cls": 0.20075386692769825, "loss_fcos_ctr": 0.6151353344321251, "loss_fcos_loc": 0.16949950711568817, "loss_mask": 0.23833843879401684, "loss_maskiou": 0.004500487808400067, "loss_sem_seg": 0.21641628118231893, "lr": 0.001, "mask_rcnn/accuracy": 0.8924168392705808, "mask_rcnn/false_negative": 0.09691500249038111, "mask_rcnn/false_positive": 0.11231839045205111, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7124334815889597, "total_loss": 1.4611159949126886} {"data_time": 0.009861326776444912, "eta_seconds": 43032.41732958518, "iteration": 210239, "loss_fcos_cls": 0.21507341333199292, "loss_fcos_ctr": 0.6159813832491636, "loss_fcos_loc": 0.169208888662979, "loss_mask": 0.25898224161937833, "loss_maskiou": 0.004671652681281557, "loss_sem_seg": 0.22413761401548982, "lr": 0.001, "mask_rcnn/accuracy": 0.8914989072552097, "mask_rcnn/false_negative": 0.08780615957237563, "mask_rcnn/false_positive": 0.13211180324298566, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.25, "time": 0.7266870988532901, "total_loss": 1.5053943489328958} {"data_time": 0.010964736342430115, "eta_seconds": 42986.30492112506, "iteration": 210259, "loss_fcos_cls": 0.20336154219694436, "loss_fcos_ctr": 0.6160789774730802, "loss_fcos_loc": 0.17778540489962325, "loss_mask": 0.2455549342557788, "loss_maskiou": 0.004662240884499624, "loss_sem_seg": 0.2253554635681212, "lr": 0.001, "mask_rcnn/accuracy": 0.8846848071664523, "mask_rcnn/false_negative": 0.08758656328000991, "mask_rcnn/false_positive": 0.1475936398064886, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.75, "time": 0.7169719273224473, "total_loss": 1.469921879710455} {"data_time": 0.01028602197766304, "eta_seconds": 42971.914032147266, "iteration": 210279, "loss_fcos_cls": 0.20479611516930163, "loss_fcos_ctr": 0.6132385767996311, "loss_fcos_loc": 0.16769471764564514, "loss_mask": 0.24531559739261866, "loss_maskiou": 0.00448898843023926, "loss_sem_seg": 0.19202549755573273, "lr": 0.001, "mask_rcnn/accuracy": 0.9207905700890395, "mask_rcnn/false_negative": 0.06100802239185658, "mask_rcnn/false_positive": 0.11245047243640685, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 24.25, "time": 0.7239447217434645, "total_loss": 1.4545864365936723} {"data_time": 0.01082674227654934, "eta_seconds": 42949.57644170616, "iteration": 210299, "loss_fcos_cls": 0.22131760884076357, "loss_fcos_ctr": 0.6146840043365955, "loss_fcos_loc": 0.17038541962392628, "loss_mask": 0.24596152175217867, "loss_maskiou": 0.004405219711770769, "loss_sem_seg": 0.22408772492781281, "lr": 0.001, "mask_rcnn/accuracy": 0.8974353134110787, "mask_rcnn/false_negative": 0.09487115922356179, "mask_rcnn/false_positive": 0.11801972622362197, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.75, "time": 0.7054843716323376, "total_loss": 1.4806588418869069} {"data_time": 0.009813283570110798, "eta_seconds": 42923.20462350175, "iteration": 210319, "loss_fcos_cls": 0.21228667593095452, "loss_fcos_ctr": 0.6155804926529527, "loss_fcos_loc": 0.17276723007671535, "loss_mask": 0.2533047366887331, "loss_maskiou": 0.004805640819540713, "loss_sem_seg": 0.2203735860530287, "lr": 0.001, "mask_rcnn/accuracy": 0.8891339447171274, "mask_rcnn/false_negative": 0.08062897127524501, "mask_rcnn/false_positive": 0.1444455223861566, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.5, "time": 0.7133532064035535, "total_loss": 1.4847539629918174} {"data_time": 0.010036109946668148, "eta_seconds": 42895.276498449035, "iteration": 210339, "loss_fcos_cls": 0.2085379789932631, "loss_fcos_ctr": 0.614445332903415, "loss_fcos_loc": 0.16674958990188316, "loss_mask": 0.2502487897872925, "loss_maskiou": 0.004683967010350898, "loss_sem_seg": 0.20956159383058548, "lr": 0.001, "mask_rcnn/accuracy": 0.8763536026655561, "mask_rcnn/false_negative": 0.1016146207956501, "mask_rcnn/false_positive": 0.14286869663205187, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.0, "time": 0.7075054766610265, "total_loss": 1.461781136924401} {"data_time": 0.010164273902773857, "eta_seconds": 42880.896827810444, "iteration": 210359, "loss_fcos_cls": 0.20722514856606722, "loss_fcos_ctr": 0.6165867643430829, "loss_fcos_loc": 0.1783594493754208, "loss_mask": 0.2573806382715702, "loss_maskiou": 0.005388111661886796, "loss_sem_seg": 0.22445370024070144, "lr": 0.001, "mask_rcnn/accuracy": 0.9004571706166549, "mask_rcnn/false_negative": 0.10964331627027121, "mask_rcnn/false_positive": 0.12242396789012625, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.5, "time": 0.709693193435669, "total_loss": 1.5092352817300707} {"data_time": 0.011408540420234203, "eta_seconds": 42856.588429061696, "iteration": 210379, "loss_fcos_cls": 0.20808403054252267, "loss_fcos_ctr": 0.6151209161616862, "loss_fcos_loc": 0.16922669322229922, "loss_mask": 0.24892005417495966, "loss_maskiou": 0.004271865895134397, "loss_sem_seg": 0.2111667264252901, "lr": 0.001, "mask_rcnn/accuracy": 0.8983158847954766, "mask_rcnn/false_negative": 0.08050932068021367, "mask_rcnn/false_positive": 0.11976818365121059, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.5, "time": 0.7137244250625372, "total_loss": 1.4519056353783526} {"data_time": 0.01116059347987175, "eta_seconds": 42842.21208903752, "iteration": 210399, "loss_fcos_cls": 0.22285261866636574, "loss_fcos_ctr": 0.619687051512301, "loss_fcos_loc": 0.18268081604037434, "loss_mask": 0.2618340151384473, "loss_maskiou": 0.005235057702520862, "loss_sem_seg": 0.20347801852039993, "lr": 0.001, "mask_rcnn/accuracy": 0.9034885861561119, "mask_rcnn/false_negative": 0.09851817256924428, "mask_rcnn/false_positive": 0.11197785198832233, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.75, "time": 0.7251765104010701, "total_loss": 1.479681124619674} {"data_time": 0.009300308302044868, "eta_seconds": 42837.75781589467, "iteration": 210419, "loss_fcos_cls": 0.2104010843904689, "loss_fcos_ctr": 0.6170501168817282, "loss_fcos_loc": 0.17148751323111355, "loss_mask": 0.2529985401779413, "loss_maskiou": 0.0047932278394000605, "loss_sem_seg": 0.212744421325624, "lr": 0.001, "mask_rcnn/accuracy": 0.8854735208036704, "mask_rcnn/false_negative": 0.09106817125829397, "mask_rcnn/false_positive": 0.13879945702373853, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7378495987504721, "total_loss": 1.4936263964191312} {"data_time": 0.009746047668159008, "eta_seconds": 42793.21794477571, "iteration": 210439, "loss_fcos_cls": 0.21230869670398533, "loss_fcos_ctr": 0.6157544571906328, "loss_fcos_loc": 0.16825675265863538, "loss_mask": 0.24852144997566938, "loss_maskiou": 0.004476591435377486, "loss_sem_seg": 0.22131283138878644, "lr": 0.001, "mask_rcnn/accuracy": 0.8862222232825794, "mask_rcnn/false_negative": 0.09009412277999815, "mask_rcnn/false_positive": 0.13223281748392185, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.7101216036826372, "total_loss": 1.4732383364680572} {"data_time": 0.010104884393513203, "eta_seconds": 42770.843923131935, "iteration": 210459, "loss_fcos_cls": 0.2115108371945098, "loss_fcos_ctr": 0.6137446570210159, "loss_fcos_loc": 0.17088764579966664, "loss_mask": 0.23206083476543427, "loss_maskiou": 0.004238487599650398, "loss_sem_seg": 0.19980256585404277, "lr": 0.001, "mask_rcnn/accuracy": 0.9080909863945579, "mask_rcnn/false_negative": 0.07529396056046533, "mask_rcnn/false_positive": 0.11902650001993673, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 22.5, "time": 0.6887460919097066, "total_loss": 1.4372938597080065} {"data_time": 0.010633201338350773, "eta_seconds": 42756.47706872132, "iteration": 210479, "loss_fcos_cls": 0.21398873184807599, "loss_fcos_ctr": 0.6166633786633611, "loss_fcos_loc": 0.17869910248555243, "loss_mask": 0.25228334590792656, "loss_maskiou": 0.0047891496506053954, "loss_sem_seg": 0.23433728097006679, "lr": 0.001, "mask_rcnn/accuracy": 0.8965967068645639, "mask_rcnn/false_negative": 0.08419503311243123, "mask_rcnn/false_positive": 0.12091343802506585, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.0, "time": 0.7097437689080834, "total_loss": 1.46978229952947} {"data_time": 0.010924432426691055, "eta_seconds": 42735.34275870677, "iteration": 210499, "loss_fcos_cls": 0.20708476833533496, "loss_fcos_ctr": 0.6139377867802978, "loss_fcos_loc": 0.1614017816609703, "loss_mask": 0.23522221390157938, "loss_maskiou": 0.0046717495533812325, "loss_sem_seg": 0.20557233644649386, "lr": 0.001, "mask_rcnn/accuracy": 0.898967526199669, "mask_rcnn/false_negative": 0.09196922908185295, "mask_rcnn/false_positive": 0.11632621823835046, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.75, "time": 0.7104394426569343, "total_loss": 1.4396690629509976} {"data_time": 0.010823444463312626, "eta_seconds": 42732.266443141736, "iteration": 210519, "loss_fcos_cls": 0.20274213422089815, "loss_fcos_ctr": 0.6174035547301173, "loss_fcos_loc": 0.18251541804056615, "loss_mask": 0.2502809432335198, "loss_maskiou": 0.005480836065544281, "loss_sem_seg": 0.2216491042636335, "lr": 0.001, "mask_rcnn/accuracy": 0.8831601651077097, "mask_rcnn/false_negative": 0.101855592573793, "mask_rcnn/false_positive": 0.13565003336947157, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.25, "time": 0.7062281211838126, "total_loss": 1.485224825446494} {"data_time": 0.009900338016450405, "eta_seconds": 42699.53775570169, "iteration": 210539, "loss_fcos_cls": 0.20171315665356815, "loss_fcos_ctr": 0.6177946524694562, "loss_fcos_loc": 0.17942204658174887, "loss_mask": 0.25171061884611845, "loss_maskiou": 0.004503620068135206, "loss_sem_seg": 0.2294152183458209, "lr": 0.001, "mask_rcnn/accuracy": 0.8936956766647777, "mask_rcnn/false_negative": 0.09416037069476654, "mask_rcnn/false_positive": 0.12800895977340931, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7049624128267169, "total_loss": 1.5004584040798363} {"data_time": 0.010313612408936024, "eta_seconds": 42699.00965107884, "iteration": 210559, "loss_fcos_cls": 0.2108923033811152, "loss_fcos_ctr": 0.6171617209911346, "loss_fcos_loc": 0.17075912444852293, "loss_mask": 0.24290039809420705, "loss_maskiou": 0.005131097390403738, "loss_sem_seg": 0.2159864716231823, "lr": 0.001, "mask_rcnn/accuracy": 0.9047511018926626, "mask_rcnn/false_negative": 0.08253066306614017, "mask_rcnn/false_positive": 0.12286811803169731, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.0, "time": 0.7179836286231875, "total_loss": 1.4418167960320716} {"data_time": 0.01047911960631609, "eta_seconds": 42665.35864686314, "iteration": 210579, "loss_fcos_cls": 0.21800866071134806, "loss_fcos_ctr": 0.6166920363903046, "loss_fcos_loc": 0.17146439454518259, "loss_mask": 0.24460236262530088, "loss_maskiou": 0.004812748040421866, "loss_sem_seg": 0.20521363988518715, "lr": 0.001, "mask_rcnn/accuracy": 0.8879315704776534, "mask_rcnn/false_negative": 0.09374628462303587, "mask_rcnn/false_positive": 0.14442488366089806, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.7100471816956997, "total_loss": 1.465465052780928} {"data_time": 0.010710622183978558, "eta_seconds": 42648.386887417175, "iteration": 210599, "loss_fcos_cls": 0.21675918868277222, "loss_fcos_ctr": 0.6133598145097494, "loss_fcos_loc": 0.1792161576449871, "loss_mask": 0.23565481370314956, "loss_maskiou": 0.004543865030427696, "loss_sem_seg": 0.2122095109662041, "lr": 0.001, "mask_rcnn/accuracy": 0.9225258739540697, "mask_rcnn/false_negative": 0.07045894413846926, "mask_rcnn/false_positive": 0.10753755865466824, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.5, "time": 0.701826018281281, "total_loss": 1.4712672367713822} {"data_time": 0.010024539195001125, "eta_seconds": 42632.161097122356, "iteration": 210619, "loss_fcos_cls": 0.198513797018677, "loss_fcos_ctr": 0.6160200773738325, "loss_fcos_loc": 0.17364071018528193, "loss_mask": 0.24584859004244208, "loss_maskiou": 0.00404553854605183, "loss_sem_seg": 0.231024364446057, "lr": 0.001, "mask_rcnn/accuracy": 0.8959231988249845, "mask_rcnn/false_negative": 0.0823140595169152, "mask_rcnn/false_positive": 0.12461480414086354, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.5, "time": 0.7079290505498648, "total_loss": 1.4654595430474728} {"data_time": 0.009742853231728077, "eta_seconds": 42615.79288026318, "iteration": 210639, "loss_fcos_cls": 0.21522421832196414, "loss_fcos_ctr": 0.616165068000555, "loss_fcos_loc": 0.17864354999619536, "loss_mask": 0.2528425008058548, "loss_maskiou": 0.004915341698506381, "loss_sem_seg": 0.21684070536866784, "lr": 0.001, "mask_rcnn/accuracy": 0.8840196793002915, "mask_rcnn/false_negative": 0.08008740635414732, "mask_rcnn/false_positive": 0.12580351859735867, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 25.25, "time": 0.6883602701127529, "total_loss": 1.4563665670248156} {"data_time": 0.009850420989096165, "eta_seconds": 42595.93936514575, "iteration": 210659, "loss_fcos_cls": 0.20570160844363272, "loss_fcos_ctr": 0.615768582560122, "loss_fcos_loc": 0.16673637786880136, "loss_mask": 0.24572368059307337, "loss_maskiou": 0.004479775489016902, "loss_sem_seg": 0.22096378123387694, "lr": 0.001, "mask_rcnn/accuracy": 0.8928226954697858, "mask_rcnn/false_negative": 0.09713008058670058, "mask_rcnn/false_positive": 0.11988393296873441, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 22.5, "time": 0.7114820182323456, "total_loss": 1.489142710333681} {"data_time": 0.00999373383820057, "eta_seconds": 42587.076522465795, "iteration": 210679, "loss_fcos_cls": 0.2053337951656431, "loss_fcos_ctr": 0.617521595209837, "loss_fcos_loc": 0.1697067833156325, "loss_mask": 0.2413909723982215, "loss_maskiou": 0.004517887573456392, "loss_sem_seg": 0.20322341355495155, "lr": 0.001, "mask_rcnn/accuracy": 0.9002146974011591, "mask_rcnn/false_negative": 0.09421589191188387, "mask_rcnn/false_positive": 0.0971366293019679, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.0, "time": 0.7132569095119834, "total_loss": 1.437116706831148} {"data_time": 0.0101404320448637, "eta_seconds": 42547.01589324977, "iteration": 210699, "loss_fcos_cls": 0.21342484827619046, "loss_fcos_ctr": 0.617011328227818, "loss_fcos_loc": 0.17861423664726317, "loss_mask": 0.2531678592786193, "loss_maskiou": 0.005207228688959731, "loss_sem_seg": 0.20426830952055752, "lr": 0.001, "mask_rcnn/accuracy": 0.8991922569404409, "mask_rcnn/false_negative": 0.08120180221937054, "mask_rcnn/false_positive": 0.13444736046688463, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 30.5, "time": 0.7136659501120448, "total_loss": 1.4628494640637655} {"data_time": 0.00946820992976427, "eta_seconds": 42532.66638282221, "iteration": 210719, "loss_fcos_cls": 0.20693046844098717, "loss_fcos_ctr": 0.6163027202710509, "loss_fcos_loc": 0.16646223736461252, "loss_mask": 0.25030464213341475, "loss_maskiou": 0.00510519981617108, "loss_sem_seg": 0.20982249453663826, "lr": 0.001, "mask_rcnn/accuracy": 0.8858816793726476, "mask_rcnn/false_negative": 0.08322233722430394, "mask_rcnn/false_positive": 0.13944271248049023, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 23.0, "time": 0.71871651802212, "total_loss": 1.4542885640148597} {"data_time": 0.011047003790736198, "eta_seconds": 42544.00198576972, "iteration": 210739, "loss_fcos_cls": 0.21081703575327992, "loss_fcos_ctr": 0.6143471989780664, "loss_fcos_loc": 0.16653738962486386, "loss_mask": 0.24067613948136568, "loss_maskiou": 0.004684793559135869, "loss_sem_seg": 0.24403288098983467, "lr": 0.001, "mask_rcnn/accuracy": 0.8991754524850937, "mask_rcnn/false_negative": 0.08477132344669533, "mask_rcnn/false_positive": 0.13217634225290525, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 25.25, "time": 0.7263957029208541, "total_loss": 1.476582294126274} {"data_time": 0.01069861464202404, "eta_seconds": 42513.44086310081, "iteration": 210759, "loss_fcos_cls": 0.21775076538324356, "loss_fcos_ctr": 0.6146169537678361, "loss_fcos_loc": 0.17339028441347182, "loss_mask": 0.24968203250318766, "loss_maskiou": 0.0045359761443251045, "loss_sem_seg": 0.2108407816849649, "lr": 0.001, "mask_rcnn/accuracy": 0.8980337164986476, "mask_rcnn/false_negative": 0.0915488179974667, "mask_rcnn/false_positive": 0.1269628255099739, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.5, "time": 0.7150254091247916, "total_loss": 1.4768198820456746} {"data_time": 0.009405065327882767, "eta_seconds": 42483.01455634646, "iteration": 210779, "loss_fcos_cls": 0.19926959997974336, "loss_fcos_ctr": 0.6145198121666908, "loss_fcos_loc": 0.16955702158156782, "loss_mask": 0.2434864118695259, "loss_maskiou": 0.0042668836686061695, "loss_sem_seg": 0.21063332026824355, "lr": 0.001, "mask_rcnn/accuracy": 0.8987925236088224, "mask_rcnn/false_negative": 0.08440365740998274, "mask_rcnn/false_positive": 0.1285435191566684, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.75, "time": 0.7029877733439207, "total_loss": 1.4431705030910962} {"data_time": 0.009601100347936153, "eta_seconds": 42484.73544566147, "iteration": 210799, "loss_fcos_cls": 0.20571768656373024, "loss_fcos_ctr": 0.617733200546354, "loss_fcos_loc": 0.17264999425970018, "loss_mask": 0.2542878445237875, "loss_maskiou": 0.004826822383620311, "loss_sem_seg": 0.198940962087363, "lr": 0.001, "mask_rcnn/accuracy": 0.8899285769502606, "mask_rcnn/false_negative": 0.09803092676416361, "mask_rcnn/false_positive": 0.11534488453528946, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7104266798123717, "total_loss": 1.472382176314568} {"data_time": 0.01090226974338293, "eta_seconds": 42432.30493689235, "iteration": 210819, "loss_fcos_cls": 0.20428666286170483, "loss_fcos_ctr": 0.6168162627145648, "loss_fcos_loc": 0.16763480845838785, "loss_mask": 0.2364856181666255, "loss_maskiou": 0.004595894817612134, "loss_sem_seg": 0.23619567276909947, "lr": 0.001, "mask_rcnn/accuracy": 0.9004975502105603, "mask_rcnn/false_negative": 0.08568260071530043, "mask_rcnn/false_positive": 0.11581716579327356, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.0, "time": 0.7069082418456674, "total_loss": 1.4619001867431507} {"data_time": 0.009954112581908703, "eta_seconds": 42398.366967166774, "iteration": 210839, "loss_fcos_cls": 0.19996341096702963, "loss_fcos_ctr": 0.61635168408975, "loss_fcos_loc": 0.1651344441343099, "loss_mask": 0.2498187138698995, "loss_maskiou": 0.004552506150503177, "loss_sem_seg": 0.22882031882181764, "lr": 0.001, "mask_rcnn/accuracy": 0.8792582576861914, "mask_rcnn/false_negative": 0.09243128332520564, "mask_rcnn/false_positive": 0.13768151386414618, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 22.75, "time": 0.6955899205058813, "total_loss": 1.4619729216210544} {"data_time": 0.009933398105204105, "eta_seconds": 42326.036685345694, "iteration": 210859, "loss_fcos_cls": 0.20901263738051057, "loss_fcos_ctr": 0.61274553835392, "loss_fcos_loc": 0.17244455905165523, "loss_mask": 0.2415866144001484, "loss_maskiou": 0.004564449776808033, "loss_sem_seg": 0.19308315264061093, "lr": 0.001, "mask_rcnn/accuracy": 0.9137130789083783, "mask_rcnn/false_negative": 0.08652415858331686, "mask_rcnn/false_positive": 0.09613146772350215, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.6999636385589838, "total_loss": 1.4245091004559072} {"data_time": 0.010353658348321915, "eta_seconds": 42283.792761331424, "iteration": 210879, "loss_fcos_cls": 0.2045919670490548, "loss_fcos_ctr": 0.6181675903499126, "loss_fcos_loc": 0.16502816398860887, "loss_mask": 0.2377833304926753, "loss_maskiou": 0.004636097541151685, "loss_sem_seg": 0.18702962365932763, "lr": 0.001, "mask_rcnn/accuracy": 0.8813897047384736, "mask_rcnn/false_negative": 0.07702994070930612, "mask_rcnn/false_positive": 0.14288382529727822, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.25, "time": 0.7086760262027383, "total_loss": 1.4245406911868486} {"data_time": 0.010406765155494213, "eta_seconds": 42269.48860789649, "iteration": 210899, "loss_fcos_cls": 0.1985035347752273, "loss_fcos_ctr": 0.6139922179281712, "loss_fcos_loc": 0.1586401235545054, "loss_mask": 0.24210854899138212, "loss_maskiou": 0.004401841477374546, "loss_sem_seg": 0.21857852675020695, "lr": 0.001, "mask_rcnn/accuracy": 0.9096272987216865, "mask_rcnn/false_negative": 0.07136568225620103, "mask_rcnn/false_positive": 0.11673962529834603, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 24.5, "time": 0.7121060593053699, "total_loss": 1.4552485216772766} {"data_time": 0.00983042549341917, "eta_seconds": 42223.01195700187, "iteration": 210919, "loss_fcos_cls": 0.20432652137242258, "loss_fcos_ctr": 0.6131472857668996, "loss_fcos_loc": 0.16961093852296472, "loss_mask": 0.25843857135623693, "loss_maskiou": 0.004538867506198585, "loss_sem_seg": 0.21323760924860835, "lr": 0.001, "mask_rcnn/accuracy": 0.8833911460925834, "mask_rcnn/false_negative": 0.08905655173498307, "mask_rcnn/false_positive": 0.11607855374215714, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.25, "time": 0.7135006403550506, "total_loss": 1.4730231515586638} {"data_time": 0.010545803233981133, "eta_seconds": 42198.34901660867, "iteration": 210939, "loss_fcos_cls": 0.2052547405473888, "loss_fcos_ctr": 0.6170478109270334, "loss_fcos_loc": 0.16714304173365235, "loss_mask": 0.25528160762041807, "loss_maskiou": 0.0045639676245627925, "loss_sem_seg": 0.2132681841030717, "lr": 0.001, "mask_rcnn/accuracy": 0.8868812160940325, "mask_rcnn/false_negative": 0.0800666423167431, "mask_rcnn/false_positive": 0.13062525329028962, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.5, "time": 0.7149363681674004, "total_loss": 1.456086696973216} {"data_time": 0.01151792798191309, "eta_seconds": 42194.42543209065, "iteration": 210959, "loss_fcos_cls": 0.2082853529136628, "loss_fcos_ctr": 0.6166803520172834, "loss_fcos_loc": 0.17393016093410552, "loss_mask": 0.24477355973795056, "loss_maskiou": 0.004744236015540082, "loss_sem_seg": 0.18860257929190993, "lr": 0.001, "mask_rcnn/accuracy": 0.888086293368135, "mask_rcnn/false_negative": 0.10204757244084436, "mask_rcnn/false_positive": 0.12494060431278332, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.5, "time": 0.7102207485586405, "total_loss": 1.4591557870226097} {"data_time": 0.01024381723254919, "eta_seconds": 42174.9021683801, "iteration": 210979, "loss_fcos_cls": 0.21875748015008867, "loss_fcos_ctr": 0.6170103405602276, "loss_fcos_loc": 0.1820551618002355, "loss_mask": 0.25862349383533, "loss_maskiou": 0.00475197855848819, "loss_sem_seg": 0.22780960286036134, "lr": 0.001, "mask_rcnn/accuracy": 0.8912096088435375, "mask_rcnn/false_negative": 0.10647203896946095, "mask_rcnn/false_positive": 0.12448419103223199, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.715877890586853, "total_loss": 1.5235990198198124} {"data_time": 0.01030468288809061, "eta_seconds": 42157.22796505038, "iteration": 210999, "loss_fcos_cls": 0.1973533813143149, "loss_fcos_ctr": 0.6179572772234678, "loss_fcos_loc": 0.1795436756219715, "loss_mask": 0.26031255815178156, "loss_maskiou": 0.004853937065490754, "loss_sem_seg": 0.21863083727657795, "lr": 0.001, "mask_rcnn/accuracy": 0.8806390914194959, "mask_rcnn/false_negative": 0.10628896672139165, "mask_rcnn/false_positive": 0.14517032999030788, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.7150580352172256, "total_loss": 1.4791356769619597} {"data_time": 0.0103914188221097, "eta_seconds": 42140.950901088305, "iteration": 211019, "loss_fcos_cls": 0.20342426211573184, "loss_fcos_ctr": 0.6146481381729245, "loss_fcos_loc": 0.15740042750258, "loss_mask": 0.2519617276266217, "loss_maskiou": 0.004844711849727901, "loss_sem_seg": 0.2102558915503323, "lr": 0.001, "mask_rcnn/accuracy": 0.9024987068560143, "mask_rcnn/false_negative": 0.08190423779195441, "mask_rcnn/false_positive": 0.11384016121069399, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 26.75, "time": 0.7027671346440911, "total_loss": 1.436268459809071} {"data_time": 0.010664857923984528, "eta_seconds": 42105.92536135297, "iteration": 211039, "loss_fcos_cls": 0.20837222191039473, "loss_fcos_ctr": 0.6151213543489575, "loss_fcos_loc": 0.17026692372746766, "loss_mask": 0.25663135293871164, "loss_maskiou": 0.004701574882346904, "loss_sem_seg": 0.20791865466162562, "lr": 0.001, "mask_rcnn/accuracy": 0.8936644952269952, "mask_rcnn/false_negative": 0.10006066967346788, "mask_rcnn/false_positive": 0.12665220154848972, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.25, "time": 0.686049859970808, "total_loss": 1.475755973951891} {"data_time": 0.009378476068377495, "eta_seconds": 42073.205730278045, "iteration": 211059, "loss_fcos_cls": 0.2112896000035107, "loss_fcos_ctr": 0.6165396464057267, "loss_fcos_loc": 0.1705458762589842, "loss_mask": 0.2513621225953102, "loss_maskiou": 0.004316201688197907, "loss_sem_seg": 0.1999697603750974, "lr": 0.001, "mask_rcnn/accuracy": 0.8940111823331027, "mask_rcnn/false_negative": 0.093864121463362, "mask_rcnn/false_positive": 0.11603144578085928, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 32.75, "time": 0.711412307806313, "total_loss": 1.47097341400422} {"data_time": 0.010322002694010735, "eta_seconds": 42053.967217699625, "iteration": 211079, "loss_fcos_cls": 0.21554834500420839, "loss_fcos_ctr": 0.6159107564017177, "loss_fcos_loc": 0.1727033464703709, "loss_mask": 0.2483185976743698, "loss_maskiou": 0.0043256659409962595, "loss_sem_seg": 0.21642758254893124, "lr": 0.001, "mask_rcnn/accuracy": 0.8928303626645464, "mask_rcnn/false_negative": 0.08079112950415994, "mask_rcnn/false_positive": 0.12821054578157082, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 26.0, "time": 0.6979378564283252, "total_loss": 1.4658891087001393} {"data_time": 0.010852374136447906, "eta_seconds": 42029.10644375626, "iteration": 211099, "loss_fcos_cls": 0.1935541130369529, "loss_fcos_ctr": 0.6157509591430426, "loss_fcos_loc": 0.16157120873685926, "loss_mask": 0.23303245287388563, "loss_maskiou": 0.0041529870541126, "loss_sem_seg": 0.22112539131194353, "lr": 0.001, "mask_rcnn/accuracy": 0.894918573490002, "mask_rcnn/false_negative": 0.08764701340994124, "mask_rcnn/false_positive": 0.12014893900907328, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.0, "time": 0.6911392360925674, "total_loss": 1.4468999513919698} {"data_time": 0.011466198600828648, "eta_seconds": 42003.72351534292, "iteration": 211119, "loss_fcos_cls": 0.20078683062456548, "loss_fcos_ctr": 0.6165240481495857, "loss_fcos_loc": 0.17334706615656614, "loss_mask": 0.25714646792039275, "loss_maskiou": 0.004979926430678461, "loss_sem_seg": 0.2224681011866778, "lr": 0.001, "mask_rcnn/accuracy": 0.8846683109500248, "mask_rcnn/false_negative": 0.10338473042549395, "mask_rcnn/false_positive": 0.1414655286544206, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 30.5, "time": 0.7321054423227906, "total_loss": 1.494556695324718} {"data_time": 0.01170982513576746, "eta_seconds": 41973.718871135265, "iteration": 211139, "loss_fcos_cls": 0.2111888756044209, "loss_fcos_ctr": 0.6157940877601504, "loss_fcos_loc": 0.177169309114106, "loss_mask": 0.24345049215480685, "loss_maskiou": 0.004303172208892647, "loss_sem_seg": 0.20126054249703884, "lr": 0.001, "mask_rcnn/accuracy": 0.8999061764128728, "mask_rcnn/false_negative": 0.0923596430495437, "mask_rcnn/false_positive": 0.13167710097082697, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 23.25, "time": 0.7161316778510809, "total_loss": 1.4668290665576933} {"data_time": 0.011542200110852718, "eta_seconds": 41905.44803208858, "iteration": 211159, "loss_fcos_cls": 0.22174684749916196, "loss_fcos_ctr": 0.6156818456947803, "loss_fcos_loc": 0.18074555729981512, "loss_mask": 0.25287144258618355, "loss_maskiou": 0.0052338804125611205, "loss_sem_seg": 0.21057349050533958, "lr": 0.001, "mask_rcnn/accuracy": 0.8962416216486595, "mask_rcnn/false_negative": 0.07978741047958171, "mask_rcnn/false_positive": 0.10282383893696895, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 32.25, "time": 0.7062260955572128, "total_loss": 1.484510581180075} {"data_time": 0.009860529564321041, "eta_seconds": 41891.204410113394, "iteration": 211179, "loss_fcos_cls": 0.21128131344448775, "loss_fcos_ctr": 0.6162730734795332, "loss_fcos_loc": 0.17295909475069493, "loss_mask": 0.249504663515836, "loss_maskiou": 0.00441257261991268, "loss_sem_seg": 0.21910968725569546, "lr": 0.001, "mask_rcnn/accuracy": 0.8881735525535516, "mask_rcnn/false_negative": 0.0779839033303189, "mask_rcnn/false_positive": 0.13812676776157057, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.25, "time": 0.7322772275656462, "total_loss": 1.4844062584270432} {"data_time": 0.010045177303254604, "eta_seconds": 41859.442912735976, "iteration": 211199, "loss_fcos_cls": 0.20703811547718942, "loss_fcos_ctr": 0.6148046143352985, "loss_fcos_loc": 0.16512903128750622, "loss_mask": 0.2561978460289538, "loss_maskiou": 0.00475535247096559, "loss_sem_seg": 0.23736991500481963, "lr": 0.001, "mask_rcnn/accuracy": 0.8835570844499416, "mask_rcnn/false_negative": 0.10597583231973928, "mask_rcnn/false_positive": 0.11340552699174655, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.5, "time": 0.7022117897868156, "total_loss": 1.4816848257396487} {"data_time": 0.009913977235555649, "eta_seconds": 41836.85425987374, "iteration": 211219, "loss_fcos_cls": 0.22053923102794215, "loss_fcos_ctr": 0.6160883689299226, "loss_fcos_loc": 0.1764600840397179, "loss_mask": 0.25866221636533737, "loss_maskiou": 0.005494348959473427, "loss_sem_seg": 0.23250430915504694, "lr": 0.001, "mask_rcnn/accuracy": 0.8675819011815253, "mask_rcnn/false_negative": 0.11811837211201964, "mask_rcnn/false_positive": 0.13995943944431055, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.6867648605257273, "total_loss": 1.507634417655936} {"data_time": 0.00967706460505724, "eta_seconds": 41802.87810868118, "iteration": 211239, "loss_fcos_cls": 0.19550984562374651, "loss_fcos_ctr": 0.6125267557799816, "loss_fcos_loc": 0.15776277449913323, "loss_mask": 0.23424401646479964, "loss_maskiou": 0.004752892516989959, "loss_sem_seg": 0.2036533209029585, "lr": 0.001, "mask_rcnn/accuracy": 0.9064595481049562, "mask_rcnn/false_negative": 0.08368841487008771, "mask_rcnn/false_positive": 0.12457673490058618, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 24.75, "time": 0.7107793400064111, "total_loss": 1.4229662282123172} {"data_time": 0.010767118073999882, "eta_seconds": 41779.078938190825, "iteration": 211259, "loss_fcos_cls": 0.200928665115498, "loss_fcos_ctr": 0.6145072067156434, "loss_fcos_loc": 0.16921399226703215, "loss_mask": 0.2305705640465021, "loss_maskiou": 0.0042244176929671085, "loss_sem_seg": 0.2219555601477623, "lr": 0.001, "mask_rcnn/accuracy": 0.8936339640022676, "mask_rcnn/false_negative": 0.09591301200537461, "mask_rcnn/false_positive": 0.11447505618518039, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.25, "time": 0.7117465771734715, "total_loss": 1.4296526676989743} {"data_time": 0.010753494687378407, "eta_seconds": 41701.3090934623, "iteration": 211279, "loss_fcos_cls": 0.20409846206894144, "loss_fcos_ctr": 0.616658313665539, "loss_fcos_loc": 0.17167158907977864, "loss_mask": 0.2428965764120221, "loss_maskiou": 0.004603069268341642, "loss_sem_seg": 0.20199372788192704, "lr": 0.001, "mask_rcnn/accuracy": 0.8950650136788152, "mask_rcnn/false_negative": 0.09367362853797911, "mask_rcnn/false_positive": 0.11722545468658575, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 26.75, "time": 0.7068450273945928, "total_loss": 1.4616110974966432} {"data_time": 0.010533474385738373, "eta_seconds": 41657.88216610439, "iteration": 211299, "loss_fcos_cls": 0.20769192557781935, "loss_fcos_ctr": 0.6152940625324845, "loss_fcos_loc": 0.1670910725952126, "loss_mask": 0.2423698646016419, "loss_maskiou": 0.004560421493806643, "loss_sem_seg": 0.2090029963874258, "lr": 0.001, "mask_rcnn/accuracy": 0.8982284182957896, "mask_rcnn/false_negative": 0.0870797748709016, "mask_rcnn/false_positive": 0.12700127175111553, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.25, "time": 0.6885642493143678, "total_loss": 1.4703581787034636} {"data_time": 0.010407657362520695, "eta_seconds": 41629.75254938286, "iteration": 211319, "loss_fcos_cls": 0.20285645290277898, "loss_fcos_ctr": 0.6139606032520533, "loss_fcos_loc": 0.16878941014874727, "loss_mask": 0.24641583487391472, "loss_maskiou": 0.0047891184076434, "loss_sem_seg": 0.20228169090114534, "lr": 0.001, "mask_rcnn/accuracy": 0.8865593112244898, "mask_rcnn/false_negative": 0.10035708258720401, "mask_rcnn/false_positive": 0.1290007558447523, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.0, "time": 0.7002288363873959, "total_loss": 1.4255519434664166} {"data_time": 0.010511216707527637, "eta_seconds": 41615.56405479368, "iteration": 211339, "loss_fcos_cls": 0.21828933409415185, "loss_fcos_ctr": 0.6184499124065042, "loss_fcos_loc": 0.17765668587526307, "loss_mask": 0.24609698541462421, "loss_maskiou": 0.0044110012786404695, "loss_sem_seg": 0.21252108656335622, "lr": 0.001, "mask_rcnn/accuracy": 0.8651747933711488, "mask_rcnn/false_negative": 0.1017809368051518, "mask_rcnn/false_positive": 0.14215717388587262, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7097037965431809, "total_loss": 1.4785993924597278} {"data_time": 0.010647600516676903, "eta_seconds": 41627.558071777225, "iteration": 211359, "loss_fcos_cls": 0.21762831462547183, "loss_fcos_ctr": 0.6165262069553137, "loss_fcos_loc": 0.17327668762300164, "loss_mask": 0.23989419406279922, "loss_maskiou": 0.004409223642142024, "loss_sem_seg": 0.214177853660658, "lr": 0.001, "mask_rcnn/accuracy": 0.8961536813341937, "mask_rcnn/false_negative": 0.07883740118811614, "mask_rcnn/false_positive": 0.12149644223407545, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 23.75, "time": 0.7242701295763254, "total_loss": 1.507013903625193} {"data_time": 0.00966961495578289, "eta_seconds": 41613.360647425056, "iteration": 211379, "loss_fcos_cls": 0.20459544053301215, "loss_fcos_ctr": 0.616160367615521, "loss_fcos_loc": 0.16247600427595899, "loss_mask": 0.23339625960215926, "loss_maskiou": 0.004923836677335203, "loss_sem_seg": 0.2059941350016743, "lr": 0.001, "mask_rcnn/accuracy": 0.8802851969567427, "mask_rcnn/false_negative": 0.10244077300220136, "mask_rcnn/false_positive": 0.13327386523610119, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7069647274911404, "total_loss": 1.4357233263799571} {"data_time": 0.010607966221868992, "eta_seconds": 41576.812699706294, "iteration": 211399, "loss_fcos_cls": 0.20105245965532959, "loss_fcos_ctr": 0.6141226533800364, "loss_fcos_loc": 0.16292772407177836, "loss_mask": 0.2595601393841207, "loss_maskiou": 0.005243979154329281, "loss_sem_seg": 0.21324440743774176, "lr": 0.001, "mask_rcnn/accuracy": 0.9016914911125741, "mask_rcnn/false_negative": 0.08433181649642771, "mask_rcnn/false_positive": 0.11561298636457032, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.5, "time": 0.7104595797136426, "total_loss": 1.4812646884238347} {"data_time": 0.010164806619286537, "eta_seconds": 41531.683716195635, "iteration": 211419, "loss_fcos_cls": 0.21086017589550465, "loss_fcos_ctr": 0.6182630485855043, "loss_fcos_loc": 0.178269557422027, "loss_mask": 0.2510309275239706, "loss_maskiou": 0.004477349986700574, "loss_sem_seg": 0.19486379134468734, "lr": 0.001, "mask_rcnn/accuracy": 0.8872355274346581, "mask_rcnn/false_negative": 0.10250959681203406, "mask_rcnn/false_positive": 0.13316141738628504, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7039764253422618, "total_loss": 1.4675491950183641} {"data_time": 0.010146846994757652, "eta_seconds": 41474.21602555178, "iteration": 211439, "loss_fcos_cls": 0.19221028697211295, "loss_fcos_ctr": 0.617532467469573, "loss_fcos_loc": 0.17644327133893967, "loss_mask": 0.2515202425420284, "loss_maskiou": 0.004701810041296994, "loss_sem_seg": 0.21475042728707194, "lr": 0.001, "mask_rcnn/accuracy": 0.8754254808648605, "mask_rcnn/false_negative": 0.09993304096752144, "mask_rcnn/false_positive": 0.1602641916051375, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.0, "time": 0.6854243902489543, "total_loss": 1.4631129080225946} {"data_time": 0.010110123082995415, "eta_seconds": 41503.32524930965, "iteration": 211459, "loss_fcos_cls": 0.19599059061147273, "loss_fcos_ctr": 0.6162202758714557, "loss_fcos_loc": 0.16659423743840307, "loss_mask": 0.2416393430903554, "loss_maskiou": 0.00467986559306155, "loss_sem_seg": 0.2287454386241734, "lr": 0.001, "mask_rcnn/accuracy": 0.8820088166845685, "mask_rcnn/false_negative": 0.09730090360760124, "mask_rcnn/false_positive": 0.12376399171257207, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.25, "time": 0.7098238077014685, "total_loss": 1.4384314562848886} {"data_time": 0.01144427340477705, "eta_seconds": 41471.78873223066, "iteration": 211479, "loss_fcos_cls": 0.20920856832526624, "loss_fcos_ctr": 0.6134527446702123, "loss_fcos_loc": 0.17245489067863673, "loss_mask": 0.2565463208593428, "loss_maskiou": 0.005298208896419965, "loss_sem_seg": 0.20555382268503308, "lr": 0.001, "mask_rcnn/accuracy": 0.8864069956340745, "mask_rcnn/false_negative": 0.10557059316125328, "mask_rcnn/false_positive": 0.11579426983739827, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.25, "time": 0.7009334340691566, "total_loss": 1.4519849546559271} {"data_time": 0.009927022270858288, "eta_seconds": 41479.33089490887, "iteration": 211499, "loss_fcos_cls": 0.1957779990043491, "loss_fcos_ctr": 0.6150840790942311, "loss_fcos_loc": 0.1607392921578139, "loss_mask": 0.2448776951059699, "loss_maskiou": 0.0047954335386748426, "loss_sem_seg": 0.22306826757267118, "lr": 0.001, "mask_rcnn/accuracy": 0.8906447753520013, "mask_rcnn/false_negative": 0.0973464204189417, "mask_rcnn/false_positive": 0.12461145526325451, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.5, "time": 0.7128642154857516, "total_loss": 1.4542037659630296} {"data_time": 0.010312690399587154, "eta_seconds": 41485.78623591736, "iteration": 211519, "loss_fcos_cls": 0.2032039594487287, "loss_fcos_ctr": 0.6160135557875037, "loss_fcos_loc": 0.16204904671758413, "loss_mask": 0.24404882034286857, "loss_maskiou": 0.005063165248429868, "loss_sem_seg": 0.21109526185318828, "lr": 0.001, "mask_rcnn/accuracy": 0.9049133742374805, "mask_rcnn/false_negative": 0.08113775836144257, "mask_rcnn/false_positive": 0.14994951178208055, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 34.75, "time": 0.7350320853292942, "total_loss": 1.4411782806871543} {"data_time": 0.010315485298633575, "eta_seconds": 41487.563232528046, "iteration": 211539, "loss_fcos_cls": 0.2072410872206092, "loss_fcos_ctr": 0.615964281372726, "loss_fcos_loc": 0.1793458276661113, "loss_mask": 0.2632862217724323, "loss_maskiou": 0.005290962842991576, "loss_sem_seg": 0.2099034278653562, "lr": 0.001, "mask_rcnn/accuracy": 0.8563171484102072, "mask_rcnn/false_negative": 0.13230500485815175, "mask_rcnn/false_positive": 0.15247366414347058, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.0, "time": 0.708416516892612, "total_loss": 1.4954714172781678} {"data_time": 0.009741423651576042, "eta_seconds": 41473.36998806335, "iteration": 211559, "loss_fcos_cls": 0.20514221885241568, "loss_fcos_ctr": 0.6157588777132332, "loss_fcos_loc": 0.16903589793946594, "loss_mask": 0.2469921875745058, "loss_maskiou": 0.005411921938502928, "loss_sem_seg": 0.19930581422522664, "lr": 0.001, "mask_rcnn/accuracy": 0.9097054075867634, "mask_rcnn/false_negative": 0.08000717526257972, "mask_rcnn/false_positive": 0.1100959663236344, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.0, "time": 0.7171688135713339, "total_loss": 1.468490709917205} {"data_time": 0.010370210744440556, "eta_seconds": 41459.176743598655, "iteration": 211579, "loss_fcos_cls": 0.20787514001131058, "loss_fcos_ctr": 0.6162585420534015, "loss_fcos_loc": 0.176199758076109, "loss_mask": 0.26175296027213335, "loss_maskiou": 0.005031858556321822, "loss_sem_seg": 0.2036755953449756, "lr": 0.001, "mask_rcnn/accuracy": 0.8944513477696124, "mask_rcnn/false_negative": 0.08401872945301153, "mask_rcnn/false_positive": 0.1252150641981648, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7078106757253408, "total_loss": 1.476153885376334} {"data_time": 0.012805704958736897, "eta_seconds": 41464.61824160814, "iteration": 211599, "loss_fcos_cls": 0.21040216367691755, "loss_fcos_ctr": 0.6129821329377592, "loss_fcos_loc": 0.16521513115731068, "loss_mask": 0.24888256657868624, "loss_maskiou": 0.00461285268102074, "loss_sem_seg": 0.21847938117571175, "lr": 0.001, "mask_rcnn/accuracy": 0.8875504114112489, "mask_rcnn/false_negative": 0.10294139402899927, "mask_rcnn/false_positive": 0.10849608817635947, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.0, "time": 0.7117615099996328, "total_loss": 1.4545168318109063} {"data_time": 0.010823386721313, "eta_seconds": 41441.591052988544, "iteration": 211619, "loss_fcos_cls": 0.19362083618761972, "loss_fcos_ctr": 0.6116652181372046, "loss_fcos_loc": 0.15502132312394679, "loss_mask": 0.2506031822413206, "loss_maskiou": 0.0046043542424740735, "loss_sem_seg": 0.23363374476321042, "lr": 0.001, "mask_rcnn/accuracy": 0.8949272194045713, "mask_rcnn/false_negative": 0.09087852466739815, "mask_rcnn/false_positive": 0.1302322971406349, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.5, "time": 0.7021335018798709, "total_loss": 1.468288572945312} {"data_time": 0.009104134514927864, "eta_seconds": 41439.959850540385, "iteration": 211639, "loss_fcos_cls": 0.20712421764619648, "loss_fcos_ctr": 0.6182162193581462, "loss_fcos_loc": 0.17600367323029786, "loss_mask": 0.26159313041716814, "loss_maskiou": 0.004538706460152753, "loss_sem_seg": 0.18677087174728513, "lr": 0.001, "mask_rcnn/accuracy": 0.8873611332987207, "mask_rcnn/false_negative": 0.08784007970387592, "mask_rcnn/false_positive": 0.12913400945158465, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.0, "time": 0.7098401617258787, "total_loss": 1.4724571691040182} {"data_time": 0.010398587211966515, "eta_seconds": 41430.14218163118, "iteration": 211659, "loss_fcos_cls": 0.20579918479779735, "loss_fcos_ctr": 0.6140757007524371, "loss_fcos_loc": 0.17450655956054106, "loss_mask": 0.2495040218345821, "loss_maskiou": 0.00470828493416775, "loss_sem_seg": 0.2243373477831483, "lr": 0.001, "mask_rcnn/accuracy": 0.8740410793602587, "mask_rcnn/false_negative": 0.0866491353074404, "mask_rcnn/false_positive": 0.14223885033198932, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.75, "time": 0.7199439844116569, "total_loss": 1.4573616753768874} {"data_time": 0.010135524906218052, "eta_seconds": 41411.55734897219, "iteration": 211679, "loss_fcos_cls": 0.20059892139397562, "loss_fcos_ctr": 0.6157196611166, "loss_fcos_loc": 0.17290561308618635, "loss_mask": 0.25016732048243284, "loss_maskiou": 0.004590825170453172, "loss_sem_seg": 0.20951412175782025, "lr": 0.001, "mask_rcnn/accuracy": 0.894534632034632, "mask_rcnn/false_negative": 0.09985504192358355, "mask_rcnn/false_positive": 0.12902631461398303, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7045713877305388, "total_loss": 1.4797496977989795} {"data_time": 0.009604242630302906, "eta_seconds": 41384.80327470042, "iteration": 211699, "loss_fcos_cls": 0.19791463017463684, "loss_fcos_ctr": 0.6161009985953569, "loss_fcos_loc": 0.16860014433041215, "loss_mask": 0.25004823319613934, "loss_maskiou": 0.0042966446017089766, "loss_sem_seg": 0.21706679230555892, "lr": 0.001, "mask_rcnn/accuracy": 0.8754091051534485, "mask_rcnn/false_negative": 0.10490017698387974, "mask_rcnn/false_positive": 0.12029606143928159, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 33.0, "time": 0.6964500248432159, "total_loss": 1.4740113156403822} {"data_time": 0.010220766998827457, "eta_seconds": 41349.50597781222, "iteration": 211719, "loss_fcos_cls": 0.20876671152655035, "loss_fcos_ctr": 0.615352822933346, "loss_fcos_loc": 0.17222544364631176, "loss_mask": 0.2488436889834702, "loss_maskiou": 0.0047629085020162165, "loss_sem_seg": 0.2334583541378379, "lr": 0.001, "mask_rcnn/accuracy": 0.9078838678328474, "mask_rcnn/false_negative": 0.0815884370533089, "mask_rcnn/false_positive": 0.10894546400265492, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 24.5, "time": 0.6932107778266072, "total_loss": 1.472832189860128} {"data_time": 0.010197841562330723, "eta_seconds": 41318.37360216677, "iteration": 211739, "loss_fcos_cls": 0.212395163718611, "loss_fcos_ctr": 0.6175781488418579, "loss_fcos_loc": 0.17180700722383335, "loss_mask": 0.25031978404149413, "loss_maskiou": 0.0048007175282691605, "loss_sem_seg": 0.2158848769031465, "lr": 0.001, "mask_rcnn/accuracy": 0.8875566244804558, "mask_rcnn/false_negative": 0.09290568098564031, "mask_rcnn/false_positive": 0.12349241187029295, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7240986591205001, "total_loss": 1.4661903440137394} {"data_time": 0.009954924695193768, "eta_seconds": 41312.542636003345, "iteration": 211759, "loss_fcos_cls": 0.21529448870569468, "loss_fcos_ctr": 0.612900831270963, "loss_fcos_loc": 0.16444069152930751, "loss_mask": 0.2495615417137742, "loss_maskiou": 0.005357544825528748, "loss_sem_seg": 0.20914975740015507, "lr": 0.001, "mask_rcnn/accuracy": 0.9007396609437426, "mask_rcnn/false_negative": 0.0756306082540884, "mask_rcnn/false_positive": 0.13252360922321993, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 25.5, "time": 0.7137371757999063, "total_loss": 1.4751456700832932} {"data_time": 0.010253161191940308, "eta_seconds": 41315.84340562485, "iteration": 211779, "loss_fcos_cls": 0.1892069767927751, "loss_fcos_ctr": 0.6137991845607758, "loss_fcos_loc": 0.15414918097667396, "loss_mask": 0.23385311756283045, "loss_maskiou": 0.003886572092596907, "loss_sem_seg": 0.21451459964737296, "lr": 0.001, "mask_rcnn/accuracy": 0.8954442082900332, "mask_rcnn/false_negative": 0.09354308457755992, "mask_rcnn/false_positive": 0.12978749505850973, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 26.5, "time": 0.7099671186879277, "total_loss": 1.4278096318230382} {"data_time": 0.009616030380129814, "eta_seconds": 41292.74716313463, "iteration": 211799, "loss_fcos_cls": 0.2036061070393771, "loss_fcos_ctr": 0.6168878399766982, "loss_fcos_loc": 0.17546140146441758, "loss_mask": 0.25261468067765236, "loss_maskiou": 0.004609652663930319, "loss_sem_seg": 0.23440036084502935, "lr": 0.001, "mask_rcnn/accuracy": 0.8816986799533677, "mask_rcnn/false_negative": 0.09272112497507828, "mask_rcnn/false_positive": 0.13132015871646624, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7014572462067008, "total_loss": 1.4667448291220353} {"data_time": 0.009414040483534336, "eta_seconds": 41278.55745946523, "iteration": 211819, "loss_fcos_cls": 0.19348133949097246, "loss_fcos_ctr": 0.611692194826901, "loss_fcos_loc": 0.16083699034061283, "loss_mask": 0.2383535597473383, "loss_maskiou": 0.004450765241927002, "loss_sem_seg": 0.2017800761386752, "lr": 0.001, "mask_rcnn/accuracy": 0.8837332697306565, "mask_rcnn/false_negative": 0.08527931998546123, "mask_rcnn/false_positive": 0.15007227601021061, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.7060660496354103, "total_loss": 1.413144794983964} {"data_time": 0.010992716066539288, "eta_seconds": 41259.0694447048, "iteration": 211839, "loss_fcos_cls": 0.20244839740917087, "loss_fcos_ctr": 0.6144736651331186, "loss_fcos_loc": 0.16477421578019857, "loss_mask": 0.2385128904134035, "loss_maskiou": 0.00413401864352636, "loss_sem_seg": 0.2175825610756874, "lr": 0.001, "mask_rcnn/accuracy": 0.8934674254317112, "mask_rcnn/false_negative": 0.08983149277225269, "mask_rcnn/false_positive": 0.11166783541020602, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.5, "time": 0.6938159810379148, "total_loss": 1.441591890907148} {"data_time": 0.010847968980669975, "eta_seconds": 41250.17805212643, "iteration": 211859, "loss_fcos_cls": 0.207438456825912, "loss_fcos_ctr": 0.6165106822736561, "loss_fcos_loc": 0.16818462230730802, "loss_mask": 0.23998583853244781, "loss_maskiou": 0.004819320500246249, "loss_sem_seg": 0.22719784453511238, "lr": 0.001, "mask_rcnn/accuracy": 0.8856837156350144, "mask_rcnn/false_negative": 0.10154874322911966, "mask_rcnn/false_positive": 0.13885973251256356, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.25, "time": 0.7052774392068386, "total_loss": 1.4717850084998645} {"data_time": 0.01108559686690569, "eta_seconds": 41230.69368125871, "iteration": 211879, "loss_fcos_cls": 0.19704803568311036, "loss_fcos_ctr": 0.6136484821327031, "loss_fcos_loc": 0.16469728609081358, "loss_mask": 0.25110376439988613, "loss_maskiou": 0.004286886527552269, "loss_sem_seg": 0.21903063263744116, "lr": 0.001, "mask_rcnn/accuracy": 0.8954811259018594, "mask_rcnn/false_negative": 0.08129345695071233, "mask_rcnn/false_positive": 0.12688930530984133, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.6981483707204461, "total_loss": 1.4274412191662122} {"data_time": 0.01009814441204071, "eta_seconds": 41244.276800961234, "iteration": 211899, "loss_fcos_cls": 0.19811807601945475, "loss_fcos_ctr": 0.618090852163732, "loss_fcos_loc": 0.17652210843516514, "loss_mask": 0.24488180363550782, "loss_maskiou": 0.004288298536266666, "loss_sem_seg": 0.2097730163950473, "lr": 0.001, "mask_rcnn/accuracy": 0.8996459308648981, "mask_rcnn/false_negative": 0.07329865852828396, "mask_rcnn/false_positive": 0.12273563182507632, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.5, "time": 0.718196633271873, "total_loss": 1.4474883158763987} {"data_time": 0.010104300454258919, "eta_seconds": 41224.512628701515, "iteration": 211919, "loss_fcos_cls": 0.20975492498837411, "loss_fcos_ctr": 0.6139349611476064, "loss_fcos_loc": 0.16480198202771135, "loss_mask": 0.2466052919626236, "loss_maskiou": 0.004822411079658195, "loss_sem_seg": 0.18933303048834205, "lr": 0.001, "mask_rcnn/accuracy": 0.8899443917883358, "mask_rcnn/false_negative": 0.0877839922437399, "mask_rcnn/false_positive": 0.12254634992704778, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 29.75, "time": 0.7133855428546667, "total_loss": 1.417426763036019} {"data_time": 0.009215665981173515, "eta_seconds": 41202.301299771294, "iteration": 211939, "loss_fcos_cls": 0.1996201747097075, "loss_fcos_ctr": 0.615672281011939, "loss_fcos_loc": 0.17189490236341953, "loss_mask": 0.23447901429608464, "loss_maskiou": 0.004181635922577698, "loss_sem_seg": 0.22159435879439116, "lr": 0.001, "mask_rcnn/accuracy": 0.8988589823684576, "mask_rcnn/false_negative": 0.1020336661244692, "mask_rcnn/false_positive": 0.1099429994526628, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.7055759653449059, "total_loss": 1.487553353785188} {"data_time": 0.011141694150865078, "eta_seconds": 41196.12157990504, "iteration": 211959, "loss_fcos_cls": 0.20537746127229184, "loss_fcos_ctr": 0.6137452311813831, "loss_fcos_loc": 0.165420365286991, "loss_mask": 0.23539387481287122, "loss_maskiou": 0.004447777624591254, "loss_sem_seg": 0.20749103068374097, "lr": 0.001, "mask_rcnn/accuracy": 0.8824473092808551, "mask_rcnn/false_negative": 0.09479857643069109, "mask_rcnn/false_positive": 0.12849838545029507, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.0, "time": 0.7181235980242491, "total_loss": 1.470581685352954} {"data_time": 0.009516320191323757, "eta_seconds": 41173.915773307905, "iteration": 211979, "loss_fcos_cls": 0.19344711396843195, "loss_fcos_ctr": 0.6152730816975236, "loss_fcos_loc": 0.15872686356306076, "loss_mask": 0.24144561029970646, "loss_maskiou": 0.00448261309065856, "loss_sem_seg": 0.2004635534249246, "lr": 0.001, "mask_rcnn/accuracy": 0.8890576659090204, "mask_rcnn/false_negative": 0.09504242260323582, "mask_rcnn/false_positive": 0.11554773771249646, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.75, "time": 0.7123977029696107, "total_loss": 1.4337870447416208} {"data_time": 0.010303984396159649, "eta_seconds": 41134.27000583708, "iteration": 211999, "loss_fcos_cls": 0.2092909223283641, "loss_fcos_ctr": 0.6159697817638516, "loss_fcos_loc": 0.17586650521843694, "loss_mask": 0.2465321491472423, "loss_maskiou": 0.005226407531154109, "loss_sem_seg": 0.20679250126704574, "lr": 0.001, "mask_rcnn/accuracy": 0.8812982335791459, "mask_rcnn/false_negative": 0.10399401604669045, "mask_rcnn/false_positive": 0.1226023082278037, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 23.0, "time": 0.7120085917413235, "total_loss": 1.4557383273895539} {"data_time": 0.010798145085573196, "eta_seconds": 41095.07686191704, "iteration": 212019, "loss_fcos_cls": 0.19894526968710124, "loss_fcos_ctr": 0.6184365935623646, "loss_fcos_loc": 0.1735563421389088, "loss_mask": 0.253068957477808, "loss_maskiou": 0.004347380003309809, "loss_sem_seg": 0.21643160423263907, "lr": 0.001, "mask_rcnn/accuracy": 0.905037349868177, "mask_rcnn/false_negative": 0.08904030770964343, "mask_rcnn/false_positive": 0.109520871406559, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 24.5, "time": 0.6977205825969577, "total_loss": 1.4675150274269981} {"data_time": 0.009631565771996975, "eta_seconds": 41119.494888286106, "iteration": 212039, "loss_fcos_cls": 0.214272121200338, "loss_fcos_ctr": 0.618598086759448, "loss_fcos_loc": 0.17836714093573391, "loss_mask": 0.24941733200103045, "loss_maskiou": 0.004474720117286779, "loss_sem_seg": 0.18987757636932656, "lr": 0.001, "mask_rcnn/accuracy": 0.8823166914063472, "mask_rcnn/false_negative": 0.09820194031816634, "mask_rcnn/false_positive": 0.13788670574751022, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 34.75, "time": 0.6995142605155706, "total_loss": 1.4601934908496332} {"data_time": 0.01133971381932497, "eta_seconds": 41092.33439761959, "iteration": 212059, "loss_fcos_cls": 0.21216611401177943, "loss_fcos_ctr": 0.6152141224592924, "loss_fcos_loc": 0.16791550570633262, "loss_mask": 0.24627138767391443, "loss_maskiou": 0.004491557498113252, "loss_sem_seg": 0.19355186505708843, "lr": 0.001, "mask_rcnn/accuracy": 0.8966871584699454, "mask_rcnn/false_negative": 0.079534698465583, "mask_rcnn/false_positive": 0.1428699199416963, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 22.75, "time": 0.7051424449309707, "total_loss": 1.4531240931701177} {"data_time": 0.01066591776907444, "eta_seconds": 41091.117534625344, "iteration": 212079, "loss_fcos_cls": 0.20462114072870463, "loss_fcos_ctr": 0.6166067579761147, "loss_fcos_loc": 0.17664776038145646, "loss_mask": 0.261686819139868, "loss_maskiou": 0.004642532319849124, "loss_sem_seg": 0.22621585335582495, "lr": 0.001, "mask_rcnn/accuracy": 0.8759263627709677, "mask_rcnn/false_negative": 0.1006338429860893, "mask_rcnn/false_positive": 0.15222028532484472, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.25, "time": 0.6951008308678865, "total_loss": 1.509500468873739} {"data_time": 0.009866700507700443, "eta_seconds": 41089.354143018834, "iteration": 212099, "loss_fcos_cls": 0.2126588798710145, "loss_fcos_ctr": 0.615867281332612, "loss_fcos_loc": 0.17573335027555004, "loss_mask": 0.2529596574604511, "loss_maskiou": 0.0043232496827840805, "loss_sem_seg": 0.18286676378920674, "lr": 0.001, "mask_rcnn/accuracy": 0.8899053939757722, "mask_rcnn/false_negative": 0.08216900660274984, "mask_rcnn/false_positive": 0.13367196141940338, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.0, "time": 0.7087357575073838, "total_loss": 1.4401697301073} {"data_time": 0.009911828674376011, "eta_seconds": 41049.78179991059, "iteration": 212119, "loss_fcos_cls": 0.2066567214205861, "loss_fcos_ctr": 0.6140524437651038, "loss_fcos_loc": 0.16421786264982074, "loss_mask": 0.2528297770768404, "loss_maskiou": 0.005717545434890781, "loss_sem_seg": 0.21160840755328536, "lr": 0.001, "mask_rcnn/accuracy": 0.8878257106413994, "mask_rcnn/false_negative": 0.08982378717062761, "mask_rcnn/false_positive": 0.11532230386162157, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.25, "time": 0.7049810076132417, "total_loss": 1.4612227828838513} {"data_time": 0.01086119469255209, "eta_seconds": 40983.28999619186, "iteration": 212139, "loss_fcos_cls": 0.19789601676166058, "loss_fcos_ctr": 0.6133931651711464, "loss_fcos_loc": 0.1666004298022017, "loss_mask": 0.2392845368012786, "loss_maskiou": 0.004720885917777196, "loss_sem_seg": 0.20495631080120802, "lr": 0.001, "mask_rcnn/accuracy": 0.8914266227324263, "mask_rcnn/false_negative": 0.10799958748679706, "mask_rcnn/false_positive": 0.11171274725793404, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 32.0, "time": 0.7243738602846861, "total_loss": 1.4285303304532135} {"data_time": 0.01021302305161953, "eta_seconds": 40933.878387572244, "iteration": 212159, "loss_fcos_cls": 0.20535404817201197, "loss_fcos_ctr": 0.6163167022168636, "loss_fcos_loc": 0.1714751775143668, "loss_mask": 0.2560273604467511, "loss_maskiou": 0.005353507523977896, "loss_sem_seg": 0.2072804250055924, "lr": 0.001, "mask_rcnn/accuracy": 0.8843683711673295, "mask_rcnn/false_negative": 0.09765102809452038, "mask_rcnn/false_positive": 0.13553027207472412, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.6954561481252313, "total_loss": 1.464393423524598} {"data_time": 0.010124089196324348, "eta_seconds": 40890.23404038139, "iteration": 212179, "loss_fcos_cls": 0.19780179852386937, "loss_fcos_ctr": 0.6148383244872093, "loss_fcos_loc": 0.1708723260089755, "loss_mask": 0.2397848330438137, "loss_maskiou": 0.004319775180192664, "loss_sem_seg": 0.19490375445457175, "lr": 0.001, "mask_rcnn/accuracy": 0.9020653453689168, "mask_rcnn/false_negative": 0.07477715916568606, "mask_rcnn/false_positive": 0.1326168593301868, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 22.25, "time": 0.711452710442245, "total_loss": 1.4243666950205807} {"data_time": 0.010157675482332706, "eta_seconds": 40879.27389678173, "iteration": 212199, "loss_fcos_cls": 0.1985004367888905, "loss_fcos_ctr": 0.6171494824811816, "loss_fcos_loc": 0.16590965777868405, "loss_mask": 0.23970674723386765, "loss_maskiou": 0.004451519038411789, "loss_sem_seg": 0.17704246775247157, "lr": 0.001, "mask_rcnn/accuracy": 0.9080334765485141, "mask_rcnn/false_negative": 0.07741506009033983, "mask_rcnn/false_positive": 0.11835422667335058, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 35.75, "time": 0.7040223870426416, "total_loss": 1.385029819328338} {"data_time": 0.010341375134885311, "eta_seconds": 40865.12906402908, "iteration": 212219, "loss_fcos_cls": 0.20101807545870543, "loss_fcos_ctr": 0.6129049933515489, "loss_fcos_loc": 0.16555855562910438, "loss_mask": 0.23764303140342236, "loss_maskiou": 0.004178390416200273, "loss_sem_seg": 0.22385660535655916, "lr": 0.001, "mask_rcnn/accuracy": 0.8989028094790548, "mask_rcnn/false_negative": 0.0818266646637344, "mask_rcnn/false_positive": 0.1279842820783761, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.75, "time": 0.6998690208420157, "total_loss": 1.4263519547112082} {"data_time": 0.01041059847921133, "eta_seconds": 40844.73642042186, "iteration": 212239, "loss_fcos_cls": 0.21274364390410483, "loss_fcos_ctr": 0.6160396207123995, "loss_fcos_loc": 0.16914478060789406, "loss_mask": 0.25672068633139133, "loss_maskiou": 0.004372847557533532, "loss_sem_seg": 0.20422450872138143, "lr": 0.001, "mask_rcnn/accuracy": 0.8855177741828439, "mask_rcnn/false_negative": 0.09907200645405617, "mask_rcnn/false_positive": 0.12346444249540728, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.5, "time": 0.6868876554071903, "total_loss": 1.4692972380034917} {"data_time": 0.00978289544582367, "eta_seconds": 40830.59375100117, "iteration": 212259, "loss_fcos_cls": 0.20213166996836662, "loss_fcos_ctr": 0.6158821666613221, "loss_fcos_loc": 0.16461062704911456, "loss_mask": 0.24576808186247945, "loss_maskiou": 0.004337273821874987, "loss_sem_seg": 0.21865917439572513, "lr": 0.001, "mask_rcnn/accuracy": 0.9063543038615488, "mask_rcnn/false_negative": 0.07045859275654859, "mask_rcnn/false_positive": 0.11598432803972797, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.75, "time": 0.7068169973790646, "total_loss": 1.4663436614719103} {"data_time": 0.009063049219548702, "eta_seconds": 40836.86127507966, "iteration": 212279, "loss_fcos_cls": 0.20533342869020998, "loss_fcos_ctr": 0.6155763198621571, "loss_fcos_loc": 0.16764277056790888, "loss_mask": 0.25897845113649964, "loss_maskiou": 0.004628440354281338, "loss_sem_seg": 0.18767409905558452, "lr": 0.001, "mask_rcnn/accuracy": 0.8971560772329045, "mask_rcnn/false_negative": 0.07697525455610545, "mask_rcnn/false_positive": 0.14367021932717633, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7188129983842373, "total_loss": 1.4529708734771702} {"data_time": 0.010252978652715683, "eta_seconds": 40875.090952285565, "iteration": 212299, "loss_fcos_cls": 0.1974092808086425, "loss_fcos_ctr": 0.6193888885900378, "loss_fcos_loc": 0.17784582870081067, "loss_mask": 0.24299941211938858, "loss_maskiou": 0.0044511628220789135, "loss_sem_seg": 0.20408881059847772, "lr": 0.001, "mask_rcnn/accuracy": 0.8849547030350602, "mask_rcnn/false_negative": 0.09307483370244046, "mask_rcnn/false_positive": 0.13010594869630032, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.0, "time": 0.70368860848248, "total_loss": 1.461505975225009} {"data_time": 0.009998464025557041, "eta_seconds": 40889.015084682964, "iteration": 212319, "loss_fcos_cls": 0.19880199944600463, "loss_fcos_ctr": 0.615415089763701, "loss_fcos_loc": 0.17215558793395758, "loss_mask": 0.24540671333670616, "loss_maskiou": 0.0041191347045241855, "loss_sem_seg": 0.20008421572856605, "lr": 0.001, "mask_rcnn/accuracy": 0.892107090258784, "mask_rcnn/false_negative": 0.09060629945958362, "mask_rcnn/false_positive": 0.12130211155168721, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.0, "time": 0.7181982146576047, "total_loss": 1.449642437939474} {"data_time": 0.009941036812961102, "eta_seconds": 40883.6493503144, "iteration": 212339, "loss_fcos_cls": 0.2135576514992863, "loss_fcos_ctr": 0.6187478639185429, "loss_fcos_loc": 0.17967082606628537, "loss_mask": 0.27668435918167233, "loss_maskiou": 0.005345233017578721, "loss_sem_seg": 0.20975005417130888, "lr": 0.001, "mask_rcnn/accuracy": 0.9059000992741595, "mask_rcnn/false_negative": 0.07802011644503484, "mask_rcnn/false_positive": 0.11851945138473122, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.5, "time": 0.7492307210341096, "total_loss": 1.5010332907258999} {"data_time": 0.009955782443284988, "eta_seconds": 40839.780483701266, "iteration": 212359, "loss_fcos_cls": 0.20402559218928218, "loss_fcos_ctr": 0.6177577432245016, "loss_fcos_loc": 0.17136266955640167, "loss_mask": 0.23433029185980558, "loss_maskiou": 0.004412417416460812, "loss_sem_seg": 0.18986851919908077, "lr": 0.001, "mask_rcnn/accuracy": 0.8858586538063501, "mask_rcnn/false_negative": 0.09589038581812977, "mask_rcnn/false_positive": 0.11308623406968968, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.5, "time": 0.6968509089201689, "total_loss": 1.4315525905112736} {"data_time": 0.009802794083952904, "eta_seconds": 40836.213294281624, "iteration": 212379, "loss_fcos_cls": 0.20385670039104298, "loss_fcos_ctr": 0.6125852344557643, "loss_fcos_loc": 0.16130025137681514, "loss_mask": 0.24177127797156572, "loss_maskiou": 0.00437729241548368, "loss_sem_seg": 0.17553756944835186, "lr": 0.001, "mask_rcnn/accuracy": 0.8930278205492864, "mask_rcnn/false_negative": 0.09466293126705663, "mask_rcnn/false_positive": 0.11924339828142119, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.75, "time": 0.7275694832205772, "total_loss": 1.4101886613898387} {"data_time": 0.011147258803248405, "eta_seconds": 40804.251467783935, "iteration": 212399, "loss_fcos_cls": 0.20189266721718013, "loss_fcos_ctr": 0.6155127612873912, "loss_fcos_loc": 0.1639079776359722, "loss_mask": 0.2467416189610958, "loss_maskiou": 0.0044326416464173235, "loss_sem_seg": 0.21941446186974645, "lr": 0.001, "mask_rcnn/accuracy": 0.8940392674927113, "mask_rcnn/false_negative": 0.09369818631372596, "mask_rcnn/false_positive": 0.11862540121515903, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7119506793096662, "total_loss": 1.4863857202290092} {"data_time": 0.00982857495546341, "eta_seconds": 40777.58570400905, "iteration": 212419, "loss_fcos_cls": 0.18946308229351416, "loss_fcos_ctr": 0.6174896704033017, "loss_fcos_loc": 0.1655701653799042, "loss_mask": 0.24896256532520056, "loss_maskiou": 0.004809479680261575, "loss_sem_seg": 0.2151505381334573, "lr": 0.001, "mask_rcnn/accuracy": 0.878358740839331, "mask_rcnn/false_negative": 0.10274319678889751, "mask_rcnn/false_positive": 0.1503311494211577, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.0, "time": 0.6840668180957437, "total_loss": 1.4218576871480764} {"data_time": 0.00939180701971054, "eta_seconds": 40808.71660728101, "iteration": 212439, "loss_fcos_cls": 0.21122414409182966, "loss_fcos_ctr": 0.6150897680781782, "loss_fcos_loc": 0.17353299201931804, "loss_mask": 0.2539208414964378, "loss_maskiou": 0.004237726552673848, "loss_sem_seg": 0.22596369474194944, "lr": 0.001, "mask_rcnn/accuracy": 0.8936532034902533, "mask_rcnn/false_negative": 0.08401315166489942, "mask_rcnn/false_positive": 0.12509652232228397, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 24.75, "time": 0.712496847845614, "total_loss": 1.4728728819463868} {"data_time": 0.009832877665758133, "eta_seconds": 40794.53731345106, "iteration": 212459, "loss_fcos_cls": 0.21055460441857576, "loss_fcos_ctr": 0.6129481736570597, "loss_fcos_loc": 0.16022880747914314, "loss_mask": 0.24318805988878012, "loss_maskiou": 0.004518625566561241, "loss_sem_seg": 0.21807754365727305, "lr": 0.001, "mask_rcnn/accuracy": 0.8999520515338524, "mask_rcnn/false_negative": 0.0847224991700024, "mask_rcnn/false_positive": 0.12245167682377725, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 23.75, "time": 0.7161367572844028, "total_loss": 1.4477241747736116} {"data_time": 0.010835280641913414, "eta_seconds": 40786.208626193926, "iteration": 212479, "loss_fcos_cls": 0.19731233007041737, "loss_fcos_ctr": 0.6169051444157958, "loss_fcos_loc": 0.16607044613920152, "loss_mask": 0.23650707863271236, "loss_maskiou": 0.004352325267973356, "loss_sem_seg": 0.21888645994476974, "lr": 0.001, "mask_rcnn/accuracy": 0.9010226168389434, "mask_rcnn/false_negative": 0.08251807101364969, "mask_rcnn/false_positive": 0.10997145015825223, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 24.25, "time": 0.7163442308083177, "total_loss": 1.441879370579045} {"data_time": 0.010535872541368008, "eta_seconds": 40741.812521629035, "iteration": 212499, "loss_fcos_cls": 0.204987327568233, "loss_fcos_ctr": 0.6133467378094792, "loss_fcos_loc": 0.16012566443532705, "loss_mask": 0.24181405548006296, "loss_maskiou": 0.00457965605892241, "loss_sem_seg": 0.21498392801731825, "lr": 0.001, "mask_rcnn/accuracy": 0.8831727135298564, "mask_rcnn/false_negative": 0.08863560633825077, "mask_rcnn/false_positive": 0.1191333460860185, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 25.0, "time": 0.7020301707088947, "total_loss": 1.4454801321262494} {"data_time": 0.009539456106722355, "eta_seconds": 40736.99478260707, "iteration": 212519, "loss_fcos_cls": 0.1995729103218764, "loss_fcos_ctr": 0.6161230290308595, "loss_fcos_loc": 0.16176893515512347, "loss_mask": 0.23683541268110275, "loss_maskiou": 0.00413208062400372, "loss_sem_seg": 0.21232152311131358, "lr": 0.001, "mask_rcnn/accuracy": 0.9045064065999071, "mask_rcnn/false_negative": 0.08582486033082394, "mask_rcnn/false_positive": 0.11129274924074803, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 26.25, "time": 0.7223244123160839, "total_loss": 1.4545076715148753} {"data_time": 0.009922183118760586, "eta_seconds": 40722.82070951071, "iteration": 212539, "loss_fcos_cls": 0.2109698497224599, "loss_fcos_ctr": 0.6177668166346848, "loss_fcos_loc": 0.16893333045300096, "loss_mask": 0.2557086143642664, "loss_maskiou": 0.004260532323314692, "loss_sem_seg": 0.21096544712781906, "lr": 0.001, "mask_rcnn/accuracy": 0.9020282127860525, "mask_rcnn/false_negative": 0.09352845074052482, "mask_rcnn/false_positive": 0.1197537123218455, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7091444004327059, "total_loss": 1.451098631361674} {"data_time": 0.009697032161056995, "eta_seconds": 40708.64663641434, "iteration": 212559, "loss_fcos_cls": 0.19946478214114904, "loss_fcos_ctr": 0.6154552269726992, "loss_fcos_loc": 0.16137076052837074, "loss_mask": 0.24317563697695732, "loss_maskiou": 0.004939736340020318, "loss_sem_seg": 0.19525555544532835, "lr": 0.001, "mask_rcnn/accuracy": 0.8895867690510548, "mask_rcnn/false_negative": 0.09700642188461059, "mask_rcnn/false_positive": 0.12296520385856544, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.5, "time": 0.7153659192845225, "total_loss": 1.4413691568479408} {"data_time": 0.010611318983137608, "eta_seconds": 40694.47256331798, "iteration": 212579, "loss_fcos_cls": 0.21334468573331833, "loss_fcos_ctr": 0.6155942780897021, "loss_fcos_loc": 0.17018376494525, "loss_mask": 0.24277548771351576, "loss_maskiou": 0.004893376823019935, "loss_sem_seg": 0.21653863321989775, "lr": 0.001, "mask_rcnn/accuracy": 0.8804438848710217, "mask_rcnn/false_negative": 0.09929344636684717, "mask_rcnn/false_positive": 0.1509995703223605, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.5, "time": 0.7051056055352092, "total_loss": 1.4657044614796177} {"data_time": 0.0102571165189147, "eta_seconds": 40658.521120052785, "iteration": 212599, "loss_fcos_cls": 0.20817818283103406, "loss_fcos_ctr": 0.6135653294622898, "loss_fcos_loc": 0.16832594177685678, "loss_mask": 0.24483424611389637, "loss_maskiou": 0.004870346121606417, "loss_sem_seg": 0.2028956178110093, "lr": 0.001, "mask_rcnn/accuracy": 0.8877855862698317, "mask_rcnn/false_negative": 0.09215950071846282, "mask_rcnn/false_positive": 0.13032192665030787, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.5, "time": 0.7014652183279395, "total_loss": 1.4410290405430715} {"data_time": 0.009921562857925892, "eta_seconds": 40650.11025340296, "iteration": 212619, "loss_fcos_cls": 0.19991865614429116, "loss_fcos_ctr": 0.6132412040606141, "loss_fcos_loc": 0.159727226709947, "loss_mask": 0.23099291790276766, "loss_maskiou": 0.0038345806096913293, "loss_sem_seg": 0.20070479298010468, "lr": 0.001, "mask_rcnn/accuracy": 0.9038601310089254, "mask_rcnn/false_negative": 0.0940837115623797, "mask_rcnn/false_positive": 0.12255626137153793, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 30.75, "time": 0.7027106173336506, "total_loss": 1.4151374232096714} {"data_time": 0.010396153666079044, "eta_seconds": 40635.941762002185, "iteration": 212639, "loss_fcos_cls": 0.20659303420688957, "loss_fcos_ctr": 0.6136563420295715, "loss_fcos_loc": 0.16043575550429523, "loss_mask": 0.258268004283309, "loss_maskiou": 0.004590869415551424, "loss_sem_seg": 0.2258915062993765, "lr": 0.001, "mask_rcnn/accuracy": 0.8840843427261946, "mask_rcnn/false_negative": 0.10801692907816626, "mask_rcnn/false_positive": 0.11730312419894501, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.0, "time": 0.7101810341700912, "total_loss": 1.47544606088195} {"data_time": 0.010060284286737442, "eta_seconds": 40633.248553714715, "iteration": 212659, "loss_fcos_cls": 0.19698030641302466, "loss_fcos_ctr": 0.6162441065534949, "loss_fcos_loc": 0.16754205443430692, "loss_mask": 0.25205822568386793, "loss_maskiou": 0.004531490134468186, "loss_sem_seg": 0.20778726506978273, "lr": 0.001, "mask_rcnn/accuracy": 0.9030821992024964, "mask_rcnn/false_negative": 0.08870356427230627, "mask_rcnn/false_positive": 0.11078198270886871, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 33.0, "time": 0.7239704225212336, "total_loss": 1.4451531450249604} {"data_time": 0.00935810711234808, "eta_seconds": 40638.565081321634, "iteration": 212679, "loss_fcos_cls": 0.20721630426123738, "loss_fcos_ctr": 0.6162382699549198, "loss_fcos_loc": 0.1633350477204658, "loss_mask": 0.25325931422412395, "loss_maskiou": 0.004405696970934514, "loss_sem_seg": 0.18772466201335192, "lr": 0.001, "mask_rcnn/accuracy": 0.8880891419067627, "mask_rcnn/false_negative": 0.09313503059958489, "mask_rcnn/false_positive": 0.12920435655959908, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.25, "time": 0.7327856086194515, "total_loss": 1.4486425520408375} {"data_time": 0.01038540992885828, "eta_seconds": 40604.90356597211, "iteration": 212699, "loss_fcos_cls": 0.20382835576310754, "loss_fcos_ctr": 0.6179820336401463, "loss_fcos_loc": 0.17049867298919708, "loss_mask": 0.2514989674091339, "loss_maskiou": 0.00469013060501311, "loss_sem_seg": 0.2075425535440445, "lr": 0.001, "mask_rcnn/accuracy": 0.8796698061589259, "mask_rcnn/false_negative": 0.11199543756728586, "mask_rcnn/false_positive": 0.14024086187211401, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.6966010136529803, "total_loss": 1.4936826214470784} {"data_time": 0.010989748872816563, "eta_seconds": 40590.73107210081, "iteration": 212719, "loss_fcos_cls": 0.19855511211790144, "loss_fcos_ctr": 0.6144155273213983, "loss_fcos_loc": 0.16082011337857693, "loss_mask": 0.23956838995218277, "loss_maskiou": 0.004167244420386851, "loss_sem_seg": 0.2355827484279871, "lr": 0.001, "mask_rcnn/accuracy": 0.8948219831410825, "mask_rcnn/false_negative": 0.07939890001888428, "mask_rcnn/false_positive": 0.12331138055637345, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 24.0, "time": 0.692707453854382, "total_loss": 1.460755933134351} {"data_time": 0.009747008793056011, "eta_seconds": 40550.96880910825, "iteration": 212739, "loss_fcos_cls": 0.20492025674320757, "loss_fcos_ctr": 0.6162102157250047, "loss_fcos_loc": 0.1661865080241114, "loss_mask": 0.24290424352511764, "loss_maskiou": 0.004589183474308811, "loss_sem_seg": 0.20479034935124218, "lr": 0.001, "mask_rcnn/accuracy": 0.8883713942307692, "mask_rcnn/false_negative": 0.08885683555447987, "mask_rcnn/false_positive": 0.11705550068978042, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 27.0, "time": 0.6865246128290892, "total_loss": 1.4609873241788591} {"data_time": 0.011427801102399826, "eta_seconds": 40545.18923769519, "iteration": 212759, "loss_fcos_cls": 0.20958442613482475, "loss_fcos_ctr": 0.6178510566242039, "loss_fcos_loc": 0.17416062264237553, "loss_mask": 0.25641545094549656, "loss_maskiou": 0.004835450497921556, "loss_sem_seg": 0.2097355171572417, "lr": 0.001, "mask_rcnn/accuracy": 0.8698581253080486, "mask_rcnn/false_negative": 0.12578963109578142, "mask_rcnn/false_positive": 0.14352303918930348, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.0, "time": 0.7114631412550807, "total_loss": 1.484877561488247} {"data_time": 0.009847640991210938, "eta_seconds": 40522.64169724565, "iteration": 212779, "loss_fcos_cls": 0.19970432517584413, "loss_fcos_ctr": 0.6160737918689847, "loss_fcos_loc": 0.17411102761980146, "loss_mask": 0.24393474031239748, "loss_maskiou": 0.00434193776891334, "loss_sem_seg": 0.18876284267753363, "lr": 0.001, "mask_rcnn/accuracy": 0.8893298187781606, "mask_rcnn/false_negative": 0.07959055327927948, "mask_rcnn/false_positive": 0.12475651577593065, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.6965206861495972, "total_loss": 1.436658393140533} {"data_time": 0.010491649620234966, "eta_seconds": 40459.66830951255, "iteration": 212799, "loss_fcos_cls": 0.19268318265676498, "loss_fcos_ctr": 0.6169432429596782, "loss_fcos_loc": 0.1660174512071535, "loss_mask": 0.2521975031122565, "loss_maskiou": 0.005357063622795977, "loss_sem_seg": 0.2034734778571874, "lr": 0.001, "mask_rcnn/accuracy": 0.8998069547337105, "mask_rcnn/false_negative": 0.08195637452253765, "mask_rcnn/false_positive": 0.12553565368895186, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 39.75, "time": 0.6904702540487051, "total_loss": 1.4321406005619792} {"data_time": 0.010249539278447628, "eta_seconds": 40429.23926280625, "iteration": 212819, "loss_fcos_cls": 0.2005602701101452, "loss_fcos_ctr": 0.6149408519268036, "loss_fcos_loc": 0.17124832843546756, "loss_mask": 0.23406027257442474, "loss_maskiou": 0.004071827599545941, "loss_sem_seg": 0.18913335725665092, "lr": 0.001, "mask_rcnn/accuracy": 0.8824245954748622, "mask_rcnn/false_negative": 0.10165363726866253, "mask_rcnn/false_positive": 0.13995278431459185, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.25, "time": 0.6950927395373583, "total_loss": 1.4137117789687181} {"data_time": 0.011010891757905483, "eta_seconds": 40415.09846804477, "iteration": 212839, "loss_fcos_cls": 0.2104993233224377, "loss_fcos_ctr": 0.6143895667046309, "loss_fcos_loc": 0.16246033398783766, "loss_mask": 0.2378575261682272, "loss_maskiou": 0.004371866307337768, "loss_sem_seg": 0.20471037225797772, "lr": 0.001, "mask_rcnn/accuracy": 0.8991600581001448, "mask_rcnn/false_negative": 0.06876995178692355, "mask_rcnn/false_positive": 0.1390155829545106, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.0, "time": 0.6905496828258038, "total_loss": 1.4255630105762975} {"data_time": 0.009948126040399075, "eta_seconds": 40400.957673283294, "iteration": 212859, "loss_fcos_cls": 0.2097917147912085, "loss_fcos_ctr": 0.6143804285675287, "loss_fcos_loc": 0.16918389330385253, "loss_mask": 0.24784774286672473, "loss_maskiou": 0.004335950521635823, "loss_sem_seg": 0.21563654555939138, "lr": 0.001, "mask_rcnn/accuracy": 0.8825474570031528, "mask_rcnn/false_negative": 0.09799446838320662, "mask_rcnn/false_positive": 0.14026592536947152, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.5, "time": 0.6947144512087107, "total_loss": 1.481167088932125} {"data_time": 0.009313061833381653, "eta_seconds": 40386.816878521815, "iteration": 212879, "loss_fcos_cls": 0.20260192290879786, "loss_fcos_ctr": 0.6160628711804748, "loss_fcos_loc": 0.16703024110756814, "loss_mask": 0.24286952521651983, "loss_maskiou": 0.00510443486564327, "loss_sem_seg": 0.19585283962078393, "lr": 0.001, "mask_rcnn/accuracy": 0.8808916423712343, "mask_rcnn/false_negative": 0.0934112351296594, "mask_rcnn/false_positive": 0.12171872676348776, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 30.25, "time": 0.7023810064420104, "total_loss": 1.4359280560383922} {"data_time": 0.009629916399717331, "eta_seconds": 40363.107079826295, "iteration": 212899, "loss_fcos_cls": 0.20140427828300744, "loss_fcos_ctr": 0.6121510369703174, "loss_fcos_loc": 0.15742227318696678, "loss_mask": 0.23810948571190238, "loss_maskiou": 0.0045103406882844865, "loss_sem_seg": 0.21888311300426722, "lr": 0.001, "mask_rcnn/accuracy": 0.9004886707721869, "mask_rcnn/false_negative": 0.09091784287156573, "mask_rcnn/false_positive": 0.11882031602490378, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.5, "time": 0.7221872787922621, "total_loss": 1.4211316806467948} {"data_time": 0.0098551195114851, "eta_seconds": 40344.59423506167, "iteration": 212919, "loss_fcos_cls": 0.18606918607838452, "loss_fcos_ctr": 0.6141320429742336, "loss_fcos_loc": 0.16325482714455575, "loss_mask": 0.23600886017084122, "loss_maskiou": 0.004230321625072975, "loss_sem_seg": 0.19282700587064028, "lr": 0.001, "mask_rcnn/accuracy": 0.885159016647804, "mask_rcnn/false_negative": 0.09943696483719747, "mask_rcnn/false_positive": 0.12663114162570333, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.25, "time": 0.7013881783932447, "total_loss": 1.3893556640541647} {"data_time": 0.010291900485754013, "eta_seconds": 40325.328774349764, "iteration": 212939, "loss_fcos_cls": 0.19842494965996593, "loss_fcos_ctr": 0.6146395285613835, "loss_fcos_loc": 0.16013655182905495, "loss_mask": 0.2444127071648836, "loss_maskiou": 0.004635710087313782, "loss_sem_seg": 0.1986455456353724, "lr": 0.001, "mask_rcnn/accuracy": 0.9080124629928374, "mask_rcnn/false_negative": 0.09749248437105651, "mask_rcnn/false_positive": 0.10333366017597631, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 31.75, "time": 0.6816008919849992, "total_loss": 1.4161105869570747} {"data_time": 0.010643316432833672, "eta_seconds": 40264.731777637266, "iteration": 212959, "loss_fcos_cls": 0.2008332305122167, "loss_fcos_ctr": 0.6138969790190458, "loss_fcos_loc": 0.15542145998915657, "loss_mask": 0.2382198479026556, "loss_maskiou": 0.004627823829650879, "loss_sem_seg": 0.20768200093880296, "lr": 0.001, "mask_rcnn/accuracy": 0.8877341219144956, "mask_rcnn/false_negative": 0.08596741578276854, "mask_rcnn/false_positive": 0.12043555345814433, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.75, "time": 0.6740841958671808, "total_loss": 1.4435600082215387} {"data_time": 0.009871218353509903, "eta_seconds": 40260.06206959952, "iteration": 212979, "loss_fcos_cls": 0.2034659597557038, "loss_fcos_ctr": 0.6120188944041729, "loss_fcos_loc": 0.16234817681834102, "loss_mask": 0.24099548486992717, "loss_maskiou": 0.004424485450726934, "loss_sem_seg": 0.212241574190557, "lr": 0.001, "mask_rcnn/accuracy": 0.8918407206632653, "mask_rcnn/false_negative": 0.09350495913782819, "mask_rcnn/false_positive": 0.11739740888242989, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 28.5, "time": 0.709801253862679, "total_loss": 1.4209534510155208} {"data_time": 0.010643034242093563, "eta_seconds": 40212.00991188921, "iteration": 212999, "loss_fcos_cls": 0.20533967210212722, "loss_fcos_ctr": 0.6155390003696084, "loss_fcos_loc": 0.1770197046280373, "loss_mask": 0.2560683097690344, "loss_maskiou": 0.004915820725727826, "loss_sem_seg": 0.20293554780073464, "lr": 0.001, "mask_rcnn/accuracy": 0.8898870496400615, "mask_rcnn/false_negative": 0.09126297097140214, "mask_rcnn/false_positive": 0.13458005857412533, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.5, "time": 0.7072137407958508, "total_loss": 1.4801434182809317} {"data_time": 0.009137227199971676, "eta_seconds": 40222.37831422221, "iteration": 213019, "loss_fcos_cls": 0.1921097586164251, "loss_fcos_ctr": 0.6160811828449368, "loss_fcos_loc": 0.1687629462685436, "loss_mask": 0.2498997626826167, "loss_maskiou": 0.004965261454344727, "loss_sem_seg": 0.19770309678278863, "lr": 0.001, "mask_rcnn/accuracy": 0.8933092801474403, "mask_rcnn/false_negative": 0.07571811862601, "mask_rcnn/false_positive": 0.09941814496491322, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 30.5, "time": 0.7053886856883764, "total_loss": 1.452256939286599} {"data_time": 0.01014135591685772, "eta_seconds": 40258.17844328284, "iteration": 213039, "loss_fcos_cls": 0.20451407972723246, "loss_fcos_ctr": 0.6154550351202488, "loss_fcos_loc": 0.16206529579358175, "loss_mask": 0.24320526281371713, "loss_maskiou": 0.004418839103891514, "loss_sem_seg": 0.21151850884780288, "lr": 0.001, "mask_rcnn/accuracy": 0.9075251354948559, "mask_rcnn/false_negative": 0.0797406460033485, "mask_rcnn/false_positive": 0.11660983181787651, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 20.75, "time": 0.7169915856793523, "total_loss": 1.429632516192214} {"data_time": 0.010223261080682278, "eta_seconds": 40259.549725668505, "iteration": 213059, "loss_fcos_cls": 0.19834611960686743, "loss_fcos_ctr": 0.6155563527718186, "loss_fcos_loc": 0.16941038914956152, "loss_mask": 0.24872142635285854, "loss_maskiou": 0.005176448394195177, "loss_sem_seg": 0.19615480210632086, "lr": 0.001, "mask_rcnn/accuracy": 0.8889662039514601, "mask_rcnn/false_negative": 0.09566853466702252, "mask_rcnn/false_positive": 0.11479927618303895, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.0, "time": 0.7194676315411925, "total_loss": 1.4301289536015247} {"data_time": 0.009404310956597328, "eta_seconds": 40261.61745154392, "iteration": 213079, "loss_fcos_cls": 0.1995435151620768, "loss_fcos_ctr": 0.6126342806965113, "loss_fcos_loc": 0.1608898399863392, "loss_mask": 0.24219939392060041, "loss_maskiou": 0.004425633254868444, "loss_sem_seg": 0.2137175160460174, "lr": 0.001, "mask_rcnn/accuracy": 0.8910223349855546, "mask_rcnn/false_negative": 0.09987608702565735, "mask_rcnn/false_positive": 0.12150246862950706, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.5, "time": 0.7115255044773221, "total_loss": 1.4460164721531328} {"data_time": 0.01024027168750763, "eta_seconds": 40238.646377407014, "iteration": 213099, "loss_fcos_cls": 0.2061510009225458, "loss_fcos_ctr": 0.6166847166605294, "loss_fcos_loc": 0.17351377056911588, "loss_mask": 0.24664271110668778, "loss_maskiou": 0.004569163626001682, "loss_sem_seg": 0.19606332061812282, "lr": 0.001, "mask_rcnn/accuracy": 0.890828727324263, "mask_rcnn/false_negative": 0.0886180185851568, "mask_rcnn/false_positive": 0.13785287965442428, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 31.25, "time": 0.697836778126657, "total_loss": 1.4910056484550296} {"data_time": 0.009240440092980862, "eta_seconds": 40242.57213471364, "iteration": 213119, "loss_fcos_cls": 0.20303182606585324, "loss_fcos_ctr": 0.6144001390784979, "loss_fcos_loc": 0.16879058361519128, "loss_mask": 0.25959688425064087, "loss_maskiou": 0.0050029920603265055, "loss_sem_seg": 0.213227323256433, "lr": 0.001, "mask_rcnn/accuracy": 0.8843078370588742, "mask_rcnn/false_negative": 0.0974928057283245, "mask_rcnn/false_positive": 0.12795037212730048, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.0, "time": 0.7271570879966021, "total_loss": 1.4584550401123124} {"data_time": 0.009419257752597332, "eta_seconds": 40202.98654662259, "iteration": 213139, "loss_fcos_cls": 0.20709563582204282, "loss_fcos_ctr": 0.6133617693558335, "loss_fcos_loc": 0.16208166134310886, "loss_mask": 0.24383248202502728, "loss_maskiou": 0.004730401196866296, "loss_sem_seg": 0.20391192426905036, "lr": 0.001, "mask_rcnn/accuracy": 0.8887873659079016, "mask_rcnn/false_negative": 0.09151035974078046, "mask_rcnn/false_positive": 0.1207359243464223, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 26.25, "time": 0.7048776149749756, "total_loss": 1.445096498420753} {"data_time": 0.010500281117856503, "eta_seconds": 40196.216213040054, "iteration": 213159, "loss_fcos_cls": 0.1995476473821327, "loss_fcos_ctr": 0.6151826707646251, "loss_fcos_loc": 0.16211482242215425, "loss_mask": 0.2335699605755508, "loss_maskiou": 0.004307318078645039, "loss_sem_seg": 0.19904429907910526, "lr": 0.001, "mask_rcnn/accuracy": 0.8915370369715154, "mask_rcnn/false_negative": 0.08709051867788725, "mask_rcnn/false_positive": 0.1293001909621297, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 31.25, "time": 0.6982159679755569, "total_loss": 1.4466816619969904} {"data_time": 0.010038222186267376, "eta_seconds": 40159.23100587726, "iteration": 213179, "loss_fcos_cls": 0.20565099350642413, "loss_fcos_ctr": 0.6151286857202649, "loss_fcos_loc": 0.1640378461452201, "loss_mask": 0.25270050251856446, "loss_maskiou": 0.004373030846181791, "loss_sem_seg": 0.18156248703598976, "lr": 0.001, "mask_rcnn/accuracy": 0.8860377186588921, "mask_rcnn/false_negative": 0.09838299932944033, "mask_rcnn/false_positive": 0.1291768580655141, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 24.5, "time": 0.6953752636909485, "total_loss": 1.420866104097513} {"data_time": 0.009959129616618156, "eta_seconds": 40160.56416233815, "iteration": 213199, "loss_fcos_cls": 0.1951179172610864, "loss_fcos_ctr": 0.6151820519007742, "loss_fcos_loc": 0.1717106126016006, "loss_mask": 0.25413457676768303, "loss_maskiou": 0.004400303514557891, "loss_sem_seg": 0.2014772198162973, "lr": 0.001, "mask_rcnn/accuracy": 0.9061499794016985, "mask_rcnn/false_negative": 0.08093287859672046, "mask_rcnn/false_positive": 0.11118866069761851, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.5, "time": 0.7227781983092427, "total_loss": 1.437065147832982} {"data_time": 0.011451627127826214, "eta_seconds": 40172.978199250996, "iteration": 213219, "loss_fcos_cls": 0.19916561513673514, "loss_fcos_ctr": 0.6164903054013848, "loss_fcos_loc": 0.1629502879222855, "loss_mask": 0.24147323612123728, "loss_maskiou": 0.004446510502020828, "loss_sem_seg": 0.2095492964144796, "lr": 0.001, "mask_rcnn/accuracy": 0.8970346783211738, "mask_rcnn/false_negative": 0.0808323877591135, "mask_rcnn/false_positive": 0.12350477623870025, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 27.0, "time": 0.7170724319294095, "total_loss": 1.439977996138623} {"data_time": 0.009705490432679653, "eta_seconds": 40195.16615169123, "iteration": 213239, "loss_fcos_cls": 0.1947636033874005, "loss_fcos_ctr": 0.6177862342447042, "loss_fcos_loc": 0.1678938246332109, "loss_mask": 0.24357603630051017, "loss_maskiou": 0.004436033985257382, "loss_sem_seg": 0.1968008503317833, "lr": 0.001, "mask_rcnn/accuracy": 0.8992198026553617, "mask_rcnn/false_negative": 0.07510275056938623, "mask_rcnn/false_positive": 0.10663979093491696, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.5, "time": 0.7131375726312399, "total_loss": 1.4302647218937636} {"data_time": 0.009963766671717167, "eta_seconds": 40201.93192342855, "iteration": 213259, "loss_fcos_cls": 0.18382735189516097, "loss_fcos_ctr": 0.6120823631063104, "loss_fcos_loc": 0.15909543813904747, "loss_mask": 0.25959922187030315, "loss_maskiou": 0.004254996703821234, "loss_sem_seg": 0.18699159217067063, "lr": 0.001, "mask_rcnn/accuracy": 0.8982352315926371, "mask_rcnn/false_negative": 0.07981414746766932, "mask_rcnn/false_positive": 0.11450463261330454, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.25, "time": 0.7439809860661626, "total_loss": 1.4206195567603572} {"data_time": 0.011876565404236317, "eta_seconds": 40144.21511825267, "iteration": 213279, "loss_fcos_cls": 0.20329976547509432, "loss_fcos_ctr": 0.6148796491324902, "loss_fcos_loc": 0.16318222135305405, "loss_mask": 0.24476492125540972, "loss_maskiou": 0.004812041624973062, "loss_sem_seg": 0.19416443374939263, "lr": 0.001, "mask_rcnn/accuracy": 0.8858820371097157, "mask_rcnn/false_negative": 0.08624265173615037, "mask_rcnn/false_positive": 0.14406062854303697, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.75, "time": 0.6926680384203792, "total_loss": 1.4193149413113133} {"data_time": 0.009627031162381172, "eta_seconds": 40153.508053936064, "iteration": 213299, "loss_fcos_cls": 0.2065660241059959, "loss_fcos_ctr": 0.6157482387498021, "loss_fcos_loc": 0.16450843960046768, "loss_mask": 0.24237748887389898, "loss_maskiou": 0.004479818206164055, "loss_sem_seg": 0.2198829846456647, "lr": 0.001, "mask_rcnn/accuracy": 0.9012855409448169, "mask_rcnn/false_negative": 0.07989429276262734, "mask_rcnn/false_positive": 0.13176257203494107, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 30.5, "time": 0.7144905487075448, "total_loss": 1.453329001975817} {"data_time": 0.01262833084911108, "eta_seconds": 40093.012311279774, "iteration": 213319, "loss_fcos_cls": 0.2077484354376793, "loss_fcos_ctr": 0.6184547320008278, "loss_fcos_loc": 0.18101286492310464, "loss_mask": 0.24769851751625538, "loss_maskiou": 0.004729150794446468, "loss_sem_seg": 0.22416746243834496, "lr": 0.001, "mask_rcnn/accuracy": 0.8845949437467294, "mask_rcnn/false_negative": 0.09401051766593219, "mask_rcnn/false_positive": 0.11796329216507537, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.0, "time": 0.7048964630812407, "total_loss": 1.4937395269662375} {"data_time": 0.010348389856517315, "eta_seconds": 40052.08333041519, "iteration": 213339, "loss_fcos_cls": 0.19140092976158485, "loss_fcos_ctr": 0.6168219204992056, "loss_fcos_loc": 0.17112345225177705, "loss_mask": 0.23706197924911976, "loss_maskiou": 0.00462690102722263, "loss_sem_seg": 0.20399221288971603, "lr": 0.001, "mask_rcnn/accuracy": 0.8902895826522829, "mask_rcnn/false_negative": 0.07700875577077725, "mask_rcnn/false_positive": 0.15306942768331272, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 24.75, "time": 0.7042819587513804, "total_loss": 1.4350507950221072} {"data_time": 0.00990105327218771, "eta_seconds": 40064.24217616953, "iteration": 213359, "loss_fcos_cls": 0.20265615545213223, "loss_fcos_ctr": 0.616509011015296, "loss_fcos_loc": 0.16235394612886012, "loss_mask": 0.24379193596541882, "loss_maskiou": 0.004807802353752777, "loss_sem_seg": 0.20023985160514712, "lr": 0.001, "mask_rcnn/accuracy": 0.9172505458132909, "mask_rcnn/false_negative": 0.0813157037956464, "mask_rcnn/false_positive": 0.09150970414447637, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.5, "time": 0.7119427397847176, "total_loss": 1.4146614478740958} {"data_time": 0.010269156657159328, "eta_seconds": 40023.80844410509, "iteration": 213379, "loss_fcos_cls": 0.21390701411291957, "loss_fcos_ctr": 0.6138569340109825, "loss_fcos_loc": 0.1728975814767182, "loss_mask": 0.25118972547352314, "loss_maskiou": 0.004752547436510213, "loss_sem_seg": 0.18822530610486865, "lr": 0.001, "mask_rcnn/accuracy": 0.8825555321862788, "mask_rcnn/false_negative": 0.09410775038656347, "mask_rcnn/false_positive": 0.14599384040730498, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.25, "time": 0.6888212449848652, "total_loss": 1.4724047720737872} {"data_time": 0.010362301021814346, "eta_seconds": 39983.68225952983, "iteration": 213399, "loss_fcos_cls": 0.2085018926882185, "loss_fcos_ctr": 0.6142704542726278, "loss_fcos_loc": 0.16541136580053717, "loss_mask": 0.2364069763571024, "loss_maskiou": 0.004236808916175505, "loss_sem_seg": 0.2008336796425283, "lr": 0.001, "mask_rcnn/accuracy": 0.8993292899489114, "mask_rcnn/false_negative": 0.07432050060662318, "mask_rcnn/false_positive": 0.13672843315604732, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 21.25, "time": 0.7002077409997582, "total_loss": 1.4095144983803038} {"data_time": 0.010061844252049923, "eta_seconds": 40021.80199095793, "iteration": 213419, "loss_fcos_cls": 0.19271265645511448, "loss_fcos_ctr": 0.6158155519515276, "loss_fcos_loc": 0.15902280423324555, "loss_mask": 0.2473578741773963, "loss_maskiou": 0.004548372657154687, "loss_sem_seg": 0.19787022366654128, "lr": 0.001, "mask_rcnn/accuracy": 0.9039422442029175, "mask_rcnn/false_negative": 0.08099160625125328, "mask_rcnn/false_positive": 0.1276363013952262, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.75, "time": 0.7244664626196027, "total_loss": 1.4174658341325994} {"data_time": 0.010658111423254013, "eta_seconds": 39948.52743102983, "iteration": 213439, "loss_fcos_cls": 0.20700697810389102, "loss_fcos_ctr": 0.6155884484760463, "loss_fcos_loc": 0.16119643149431795, "loss_mask": 0.24865023838356137, "loss_maskiou": 0.0051555657883000094, "loss_sem_seg": 0.2193146904464811, "lr": 0.001, "mask_rcnn/accuracy": 0.892162445335277, "mask_rcnn/false_negative": 0.08924245199022382, "mask_rcnn/false_positive": 0.11481495574824974, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.5, "time": 0.7015632530674338, "total_loss": 1.4830316377338022} {"data_time": 0.010572141967713833, "eta_seconds": 39921.32012170181, "iteration": 213459, "loss_fcos_cls": 0.20427621924318373, "loss_fcos_ctr": 0.6135090989992023, "loss_fcos_loc": 0.1553323029074818, "loss_mask": 0.22586200619116426, "loss_maskiou": 0.004120260193303693, "loss_sem_seg": 0.20474346610717475, "lr": 0.001, "mask_rcnn/accuracy": 0.9103571428571429, "mask_rcnn/false_negative": 0.09797985679784675, "mask_rcnn/false_positive": 0.0846429236668047, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 21.25, "time": 0.7030552653595805, "total_loss": 1.4163694059825502} {"data_time": 0.009775875136256218, "eta_seconds": 39907.19892818853, "iteration": 213479, "loss_fcos_cls": 0.20524610730353743, "loss_fcos_ctr": 0.6154695507138968, "loss_fcos_loc": 0.17372812994290143, "loss_mask": 0.25147662963718176, "loss_maskiou": 0.004760522846481763, "loss_sem_seg": 0.21959232399240136, "lr": 0.001, "mask_rcnn/accuracy": 0.9001672754268268, "mask_rcnn/false_negative": 0.09108298582083293, "mask_rcnn/false_positive": 0.12037258764972172, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 23.25, "time": 0.7100108554586768, "total_loss": 1.4683457375940634} {"data_time": 0.010532469488680363, "eta_seconds": 39928.52679777518, "iteration": 213499, "loss_fcos_cls": 0.20716824708506465, "loss_fcos_ctr": 0.6153234150260687, "loss_fcos_loc": 0.16732885304372758, "loss_mask": 0.24906516820192337, "loss_maskiou": 0.004735778551548719, "loss_sem_seg": 0.2002780674956739, "lr": 0.001, "mask_rcnn/accuracy": 0.8840211630390202, "mask_rcnn/false_negative": 0.09269842410929291, "mask_rcnn/false_positive": 0.12403944203945289, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.25, "time": 0.7140743043273687, "total_loss": 1.4745772711903555} {"data_time": 0.010957296006381512, "eta_seconds": 39934.31144615449, "iteration": 213519, "loss_fcos_cls": 0.1934800340095535, "loss_fcos_ctr": 0.6164683699607849, "loss_fcos_loc": 0.1636289384914562, "loss_mask": 0.2431914722546935, "loss_maskiou": 0.004307533876271918, "loss_sem_seg": 0.1972896729130298, "lr": 0.001, "mask_rcnn/accuracy": 0.9018176020408164, "mask_rcnn/false_negative": 0.08964282804256168, "mask_rcnn/false_positive": 0.12374400277757322, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 25.25, "time": 0.7237636111676693, "total_loss": 1.4189218468563922} {"data_time": 0.012321067973971367, "eta_seconds": 39961.22566981055, "iteration": 213539, "loss_fcos_cls": 0.19858213560655713, "loss_fcos_ctr": 0.6179109700024128, "loss_fcos_loc": 0.16498932405374944, "loss_mask": 0.25252086762338877, "loss_maskiou": 0.0046013547835173085, "loss_sem_seg": 0.18790271785110235, "lr": 0.001, "mask_rcnn/accuracy": 0.8710543228919475, "mask_rcnn/false_negative": 0.10018068440903538, "mask_rcnn/false_positive": 0.14273132116235812, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.0, "time": 0.7311420263722539, "total_loss": 1.4259249729657313} {"data_time": 0.010780476033687592, "eta_seconds": 39892.96950690076, "iteration": 213559, "loss_fcos_cls": 0.20214286213740706, "loss_fcos_ctr": 0.617755408398807, "loss_fcos_loc": 0.17355712631251663, "loss_mask": 0.24966034851968288, "loss_maskiou": 0.004279591634258395, "loss_sem_seg": 0.1888394677080214, "lr": 0.001, "mask_rcnn/accuracy": 0.8995680658627088, "mask_rcnn/false_negative": 0.10002697019515085, "mask_rcnn/false_positive": 0.0959574091620489, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 20.5, "time": 0.6954483520239592, "total_loss": 1.4472874517341552} {"data_time": 0.010054094716906548, "eta_seconds": 39852.355754993856, "iteration": 213579, "loss_fcos_cls": 0.19537215819582343, "loss_fcos_ctr": 0.6150760343298316, "loss_fcos_loc": 0.16636330215260386, "loss_mask": 0.24258021358400583, "loss_maskiou": 0.004264216928277165, "loss_sem_seg": 0.18652978888712823, "lr": 0.001, "mask_rcnn/accuracy": 0.8828086932447398, "mask_rcnn/false_negative": 0.124579232237381, "mask_rcnn/false_positive": 0.11169190470487571, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 23.5, "time": 0.7054733671247959, "total_loss": 1.436774749934557} {"data_time": 0.010179560631513596, "eta_seconds": 39864.69717330858, "iteration": 213599, "loss_fcos_cls": 0.20272583747282624, "loss_fcos_ctr": 0.6167655987665057, "loss_fcos_loc": 0.17842950695194304, "loss_mask": 0.24204565375111997, "loss_maskiou": 0.004217867382976692, "loss_sem_seg": 0.20658204657956958, "lr": 0.001, "mask_rcnn/accuracy": 0.893336477311231, "mask_rcnn/false_negative": 0.11384235461212366, "mask_rcnn/false_positive": 0.11932952517578438, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.25, "time": 0.705953499302268, "total_loss": 1.4494518088558834} {"data_time": 0.009188669733703136, "eta_seconds": 39824.10219284147, "iteration": 213619, "loss_fcos_cls": 0.19994665047852322, "loss_fcos_ctr": 0.6155663467943668, "loss_fcos_loc": 0.16981184866745025, "loss_mask": 0.25229800306260586, "loss_maskiou": 0.0045889059956607525, "loss_sem_seg": 0.2069787853397429, "lr": 0.001, "mask_rcnn/accuracy": 0.8792871557869724, "mask_rcnn/false_negative": 0.09526595230763452, "mask_rcnn/false_positive": 0.10728569221801065, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 33.25, "time": 0.6999479355290532, "total_loss": 1.4611470778263538} {"data_time": 0.01075190119445324, "eta_seconds": 39867.582645032555, "iteration": 213639, "loss_fcos_cls": 0.21407180256210268, "loss_fcos_ctr": 0.6151708634570241, "loss_fcos_loc": 0.17015299503691494, "loss_mask": 0.2428149562329054, "loss_maskiou": 0.0046435937692876905, "loss_sem_seg": 0.20319625129923224, "lr": 0.001, "mask_rcnn/accuracy": 0.8834984575225439, "mask_rcnn/false_negative": 0.09816957925602658, "mask_rcnn/false_positive": 0.14197153095884074, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7197215156629682, "total_loss": 1.4640944176644552} {"data_time": 0.010105052031576633, "eta_seconds": 39822.28867292032, "iteration": 213659, "loss_fcos_cls": 0.20176514983177185, "loss_fcos_ctr": 0.6141175152733922, "loss_fcos_loc": 0.16818627109751105, "loss_mask": 0.2424129038117826, "loss_maskiou": 0.004277043677575421, "loss_sem_seg": 0.21411202661693096, "lr": 0.001, "mask_rcnn/accuracy": 0.894723272847773, "mask_rcnn/false_negative": 0.07172762428444801, "mask_rcnn/false_positive": 0.13261449412763276, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7164435787126422, "total_loss": 1.4598121703020297} {"data_time": 0.009924604557454586, "eta_seconds": 39781.72184961289, "iteration": 213679, "loss_fcos_cls": 0.1999666108749807, "loss_fcos_ctr": 0.6155052809044719, "loss_fcos_loc": 0.1701857668813318, "loss_mask": 0.23424253147095442, "loss_maskiou": 0.004223369103783625, "loss_sem_seg": 0.2001627271529287, "lr": 0.001, "mask_rcnn/accuracy": 0.8891933279335831, "mask_rcnn/false_negative": 0.1005359338612652, "mask_rcnn/false_positive": 0.12060123059168831, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.5, "time": 0.708404129371047, "total_loss": 1.4389347889282362} {"data_time": 0.010120883584022522, "eta_seconds": 39834.570671344176, "iteration": 213699, "loss_fcos_cls": 0.19780401652678847, "loss_fcos_ctr": 0.6144531583413482, "loss_fcos_loc": 0.16673009213991463, "loss_mask": 0.24077529972419143, "loss_maskiou": 0.004559401085316495, "loss_sem_seg": 0.19952448410913348, "lr": 0.001, "mask_rcnn/accuracy": 0.8831537396379316, "mask_rcnn/false_negative": 0.08955697381105654, "mask_rcnn/false_positive": 0.14498457131731685, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.0, "time": 0.7023611534386873, "total_loss": 1.4186267273325939} {"data_time": 0.010176502168178558, "eta_seconds": 39830.864621036686, "iteration": 213719, "loss_fcos_cls": 0.2037136013386771, "loss_fcos_ctr": 0.614471198990941, "loss_fcos_loc": 0.16278923174832016, "loss_mask": 0.2485069870017469, "loss_maskiou": 0.004454532052477589, "loss_sem_seg": 0.2175219189375639, "lr": 0.001, "mask_rcnn/accuracy": 0.8992654032497658, "mask_rcnn/false_negative": 0.08484632596234873, "mask_rcnn/false_positive": 0.10672564742270016, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 34.75, "time": 0.7088954970240593, "total_loss": 1.441624154602323} {"data_time": 0.010095341131091118, "eta_seconds": 39816.71033642162, "iteration": 213739, "loss_fcos_cls": 0.20956368371844292, "loss_fcos_ctr": 0.6171080842614174, "loss_fcos_loc": 0.17043308791471645, "loss_mask": 0.245226398576051, "loss_maskiou": 0.004680278703744989, "loss_sem_seg": 0.18086396739818156, "lr": 0.001, "mask_rcnn/accuracy": 0.8897147973200269, "mask_rcnn/false_negative": 0.10602015225129166, "mask_rcnn/false_positive": 0.11944043383053413, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.25, "time": 0.6895654816180468, "total_loss": 1.429439020321297} {"data_time": 0.011467632837593555, "eta_seconds": 39792.11895218678, "iteration": 213759, "loss_fcos_cls": 0.20474396762438118, "loss_fcos_ctr": 0.6127474512904882, "loss_fcos_loc": 0.16380250256042928, "loss_mask": 0.23102548019960523, "loss_maskiou": 0.003874992187775206, "loss_sem_seg": 0.19730586651712656, "lr": 0.001, "mask_rcnn/accuracy": 0.9053358003280363, "mask_rcnn/false_negative": 0.0909461527181552, "mask_rcnn/false_positive": 0.11289522019451365, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 24.5, "time": 0.7041529258713126, "total_loss": 1.3985454580324586} {"data_time": 0.011339017190039158, "eta_seconds": 39769.41664831713, "iteration": 213779, "loss_fcos_cls": 0.20009268238209188, "loss_fcos_ctr": 0.6148104518651962, "loss_fcos_loc": 0.16731652745511383, "loss_mask": 0.23589329421520233, "loss_maskiou": 0.0038119103919598274, "loss_sem_seg": 0.20359302824363112, "lr": 0.001, "mask_rcnn/accuracy": 0.9060760967607513, "mask_rcnn/false_negative": 0.06638003706225956, "mask_rcnn/false_positive": 0.12244870312598632, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 23.75, "time": 0.6938835587352514, "total_loss": 1.4285530873457901} {"data_time": 0.01002751849591732, "eta_seconds": 39780.22919879481, "iteration": 213799, "loss_fcos_cls": 0.19400587189011276, "loss_fcos_ctr": 0.6139393025077879, "loss_fcos_loc": 0.16072702535893768, "loss_mask": 0.2471144925802946, "loss_maskiou": 0.004499034068430774, "loss_sem_seg": 0.236206806730479, "lr": 0.001, "mask_rcnn/accuracy": 0.9018328100470958, "mask_rcnn/false_negative": 0.10098057764605767, "mask_rcnn/false_positive": 0.09520420306148052, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 22.5, "time": 0.7197123738005757, "total_loss": 1.4799930381659578} {"data_time": 0.010290068574249744, "eta_seconds": 39768.74411754962, "iteration": 213819, "loss_fcos_cls": 0.1871765498071909, "loss_fcos_ctr": 0.6174470353871584, "loss_fcos_loc": 0.16969109256751835, "loss_mask": 0.25108359288424253, "loss_maskiou": 0.004123741196963238, "loss_sem_seg": 0.17995228781364858, "lr": 0.001, "mask_rcnn/accuracy": 0.8872100103107445, "mask_rcnn/false_negative": 0.09210753022419235, "mask_rcnn/false_positive": 0.11557777100003042, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 33.75, "time": 0.6736919060349464, "total_loss": 1.4118106122114114} {"data_time": 0.010694783180952072, "eta_seconds": 39751.91637219116, "iteration": 213839, "loss_fcos_cls": 0.2035102010704577, "loss_fcos_ctr": 0.61346953548491, "loss_fcos_loc": 0.16105894511565566, "loss_mask": 0.24904966726899147, "loss_maskiou": 0.004698894830653444, "loss_sem_seg": 0.21425008960068226, "lr": 0.001, "mask_rcnn/accuracy": 0.8985301850208682, "mask_rcnn/false_negative": 0.0983478908798437, "mask_rcnn/false_positive": 0.10509445673881362, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 27.0, "time": 0.6988109024241567, "total_loss": 1.454057179071242} {"data_time": 0.010054156184196472, "eta_seconds": 39737.759958889335, "iteration": 213859, "loss_fcos_cls": 0.1930846907198429, "loss_fcos_ctr": 0.6141382800415158, "loss_fcos_loc": 0.1589997019036673, "loss_mask": 0.2447099955752492, "loss_maskiou": 0.004375760159746278, "loss_sem_seg": 0.19508736673742533, "lr": 0.001, "mask_rcnn/accuracy": 0.8998479199372056, "mask_rcnn/false_negative": 0.08339899086858538, "mask_rcnn/false_positive": 0.13591426988293037, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.0, "time": 0.6925961570814252, "total_loss": 1.4021839666493179} {"data_time": 0.01038442738354206, "eta_seconds": 39723.98681769613, "iteration": 213879, "loss_fcos_cls": 0.19790420134086162, "loss_fcos_ctr": 0.6166044268757105, "loss_fcos_loc": 0.1700383256538771, "loss_mask": 0.2521589007228613, "loss_maskiou": 0.004627437418093905, "loss_sem_seg": 0.18011492700316012, "lr": 0.001, "mask_rcnn/accuracy": 0.8917281105078163, "mask_rcnn/false_negative": 0.09685570465791571, "mask_rcnn/false_positive": 0.12986118111896108, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 28.25, "time": 0.7068492546677589, "total_loss": 1.4349463820144592} {"data_time": 0.009923526085913181, "eta_seconds": 39703.55458843708, "iteration": 213899, "loss_fcos_cls": 0.1948245974490419, "loss_fcos_ctr": 0.6148406439460814, "loss_fcos_loc": 0.1610808553523384, "loss_mask": 0.25607214495539665, "loss_maskiou": 0.004758296272484586, "loss_sem_seg": 0.1946331118233502, "lr": 0.001, "mask_rcnn/accuracy": 0.8904945201764917, "mask_rcnn/false_negative": 0.09458945921222228, "mask_rcnn/false_positive": 0.11772609583829241, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 22.0, "time": 0.7241396363824606, "total_loss": 1.4276916174712824} {"data_time": 0.01055996771901846, "eta_seconds": 39692.338237504475, "iteration": 213919, "loss_fcos_cls": 0.2053890568204224, "loss_fcos_ctr": 0.6143093528226018, "loss_fcos_loc": 0.16792657555197366, "loss_mask": 0.23826581006869674, "loss_maskiou": 0.004338021770308842, "loss_sem_seg": 0.18229413824155927, "lr": 0.001, "mask_rcnn/accuracy": 0.9052590020970794, "mask_rcnn/false_negative": 0.09318236584684955, "mask_rcnn/false_positive": 0.09950683513108448, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 20.0, "time": 0.7178673269227147, "total_loss": 1.4089548729971284} {"data_time": 0.009775259532034397, "eta_seconds": 39681.51716802735, "iteration": 213939, "loss_fcos_cls": 0.1990630195941776, "loss_fcos_ctr": 0.6137565216049552, "loss_fcos_loc": 0.1599566392833367, "loss_mask": 0.24807183723896742, "loss_maskiou": 0.0045184819064161275, "loss_sem_seg": 0.24135576374828815, "lr": 0.001, "mask_rcnn/accuracy": 0.8980864775345623, "mask_rcnn/false_negative": 0.08442447814561407, "mask_rcnn/false_positive": 0.13169487987848882, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 26.75, "time": 0.7150073004886508, "total_loss": 1.4621309001850022} {"data_time": 0.011920724995434284, "eta_seconds": 39719.32661314495, "iteration": 213959, "loss_fcos_cls": 0.19998788298107684, "loss_fcos_ctr": 0.6162029332481325, "loss_fcos_loc": 0.16830674302764237, "loss_mask": 0.2500520469620824, "loss_maskiou": 0.004545448860881152, "loss_sem_seg": 0.22198701230809093, "lr": 0.001, "mask_rcnn/accuracy": 0.8931374747701278, "mask_rcnn/false_negative": 0.08076584707713834, "mask_rcnn/false_positive": 0.12535066678056628, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 29.75, "time": 0.7096695201471448, "total_loss": 1.4422389731189469} {"data_time": 0.010212425142526627, "eta_seconds": 39690.37401738856, "iteration": 213979, "loss_fcos_cls": 0.1988409033510834, "loss_fcos_ctr": 0.6166724201757461, "loss_fcos_loc": 0.16923703672364354, "loss_mask": 0.24698680499568582, "loss_maskiou": 0.004373109128209762, "loss_sem_seg": 0.20958460168913007, "lr": 0.001, "mask_rcnn/accuracy": 0.8917541362746841, "mask_rcnn/false_negative": 0.08366237257804764, "mask_rcnn/false_positive": 0.13068965701567184, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.75, "time": 0.7063762657344341, "total_loss": 1.4361140028122463} {"data_time": 0.010463347658514977, "eta_seconds": 39688.84834167268, "iteration": 213999, "loss_fcos_cls": 0.19612782704643905, "loss_fcos_ctr": 0.6130087119527161, "loss_fcos_loc": 0.1663768026046455, "loss_mask": 0.2491411091759801, "loss_maskiou": 0.004392061811813619, "loss_sem_seg": 0.17666539165657014, "lr": 0.001, "mask_rcnn/accuracy": 0.8853374970677926, "mask_rcnn/false_negative": 0.09434396696834729, "mask_rcnn/false_positive": 0.12263421678415294, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.5, "time": 0.7191392062231898, "total_loss": 1.431735822410701} {"data_time": 0.009395171888172626, "eta_seconds": 39662.034377598204, "iteration": 214019, "loss_fcos_cls": 0.1929714034195058, "loss_fcos_ctr": 0.6151706492528319, "loss_fcos_loc": 0.16770899179391563, "loss_mask": 0.25155350659042597, "loss_maskiou": 0.004380937396490481, "loss_sem_seg": 0.19776205136440694, "lr": 0.001, "mask_rcnn/accuracy": 0.902043453481348, "mask_rcnn/false_negative": 0.08683407113905839, "mask_rcnn/false_positive": 0.11025618825395428, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.25, "time": 0.7044012919068336, "total_loss": 1.4600842433574144} {"data_time": 0.010528855957090855, "eta_seconds": 39610.73441857938, "iteration": 214039, "loss_fcos_cls": 0.19807080808095634, "loss_fcos_ctr": 0.616723844781518, "loss_fcos_loc": 0.16288416256429628, "loss_mask": 0.23182410560548306, "loss_maskiou": 0.004413348129673977, "loss_sem_seg": 0.19063223456032574, "lr": 0.001, "mask_rcnn/accuracy": 0.9103684262166405, "mask_rcnn/false_negative": 0.0798801001816315, "mask_rcnn/false_positive": 0.10163790051114387, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 32.25, "time": 0.7059570411220193, "total_loss": 1.4346943607706635} {"data_time": 0.010623402893543243, "eta_seconds": 39593.25071493443, "iteration": 214059, "loss_fcos_cls": 0.19282896467484534, "loss_fcos_ctr": 0.6166311334818602, "loss_fcos_loc": 0.17183061374817044, "loss_mask": 0.2542563262395561, "loss_maskiou": 0.00455995652009733, "loss_sem_seg": 0.21498435060493648, "lr": 0.001, "mask_rcnn/accuracy": 0.8900028254972876, "mask_rcnn/false_negative": 0.10582263523523971, "mask_rcnn/false_positive": 0.12463602087689184, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.5, "time": 0.7110673608258367, "total_loss": 1.4537364083371358} {"data_time": 0.009754739701747894, "eta_seconds": 39581.60292598512, "iteration": 214079, "loss_fcos_cls": 0.21497283363714814, "loss_fcos_ctr": 0.6154578365385532, "loss_fcos_loc": 0.1704183085821569, "loss_mask": 0.24785687495023012, "loss_maskiou": 0.004382488619739888, "loss_sem_seg": 0.20838167564943433, "lr": 0.001, "mask_rcnn/accuracy": 0.8825536073804522, "mask_rcnn/false_negative": 0.09801940101649938, "mask_rcnn/false_positive": 0.10457968935409061, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.5, "time": 0.7184027824550867, "total_loss": 1.4788360341444786} {"data_time": 0.009804274886846542, "eta_seconds": 39569.024299433455, "iteration": 214099, "loss_fcos_cls": 0.19728448009118438, "loss_fcos_ctr": 0.6172641757875681, "loss_fcos_loc": 0.1628013903973624, "loss_mask": 0.24939632695168257, "loss_maskiou": 0.0046081904583843425, "loss_sem_seg": 0.2051886252593249, "lr": 0.001, "mask_rcnn/accuracy": 0.8803297897987, "mask_rcnn/false_negative": 0.11423429608103228, "mask_rcnn/false_positive": 0.12005174953618108, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 34.25, "time": 0.7175862891599536, "total_loss": 1.4351056114337553} {"data_time": 0.010106619447469711, "eta_seconds": 39546.97558933217, "iteration": 214119, "loss_fcos_cls": 0.20337127009406686, "loss_fcos_ctr": 0.6157206054776907, "loss_fcos_loc": 0.17103839572519064, "loss_mask": 0.2458473900333047, "loss_maskiou": 0.004514692431257572, "loss_sem_seg": 0.19879540684632957, "lr": 0.001, "mask_rcnn/accuracy": 0.8882853428727813, "mask_rcnn/false_negative": 0.09259309217476785, "mask_rcnn/false_positive": 0.14008683561261942, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 31.5, "time": 0.6879438143223524, "total_loss": 1.4537206585227977} {"data_time": 0.0109672537073493, "eta_seconds": 39539.13415440451, "iteration": 214139, "loss_fcos_cls": 0.20418593240901828, "loss_fcos_ctr": 0.615659131668508, "loss_fcos_loc": 0.1704768044874072, "loss_mask": 0.253399133682251, "loss_maskiou": 0.004590383607137483, "loss_sem_seg": 0.21341882459819317, "lr": 0.001, "mask_rcnn/accuracy": 0.8906332825337927, "mask_rcnn/false_negative": 0.08656941718912123, "mask_rcnn/false_positive": 0.13154655267594076, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 32.0, "time": 0.7204038510099053, "total_loss": 1.4715554522554157} {"data_time": 0.011249798350036144, "eta_seconds": 39524.97789721098, "iteration": 214159, "loss_fcos_cls": 0.19825740973465145, "loss_fcos_ctr": 0.6151771992444992, "loss_fcos_loc": 0.16293606441468, "loss_mask": 0.23917419370263815, "loss_maskiou": 0.004191796640952816, "loss_sem_seg": 0.20593494130298495, "lr": 0.001, "mask_rcnn/accuracy": 0.8962293958845674, "mask_rcnn/false_negative": 0.08179356762955754, "mask_rcnn/false_positive": 0.14891852668368682, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.25, "time": 0.6873764963820577, "total_loss": 1.441008539433824} {"data_time": 0.01066487655043602, "eta_seconds": 39505.39421188831, "iteration": 214179, "loss_fcos_cls": 0.2078095649194438, "loss_fcos_ctr": 0.61375513789244, "loss_fcos_loc": 0.16110834569553845, "loss_mask": 0.22438319399952888, "loss_maskiou": 0.004868507672654232, "loss_sem_seg": 0.17698761727660894, "lr": 0.001, "mask_rcnn/accuracy": 0.8926182118146404, "mask_rcnn/false_negative": 0.0883234686114156, "mask_rcnn/false_positive": 0.10784598303749915, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 23.0, "time": 0.6788269011303782, "total_loss": 1.385632882200298} {"data_time": 0.01046240795403719, "eta_seconds": 39489.05627713911, "iteration": 214199, "loss_fcos_cls": 0.19534672424197197, "loss_fcos_ctr": 0.6142560001462698, "loss_fcos_loc": 0.1681108931079507, "loss_mask": 0.24990309728309512, "loss_maskiou": 0.004465073659957852, "loss_sem_seg": 0.19150498905219138, "lr": 0.001, "mask_rcnn/accuracy": 0.8944459362692445, "mask_rcnn/false_negative": 0.09599109233383027, "mask_rcnn/false_positive": 0.10622479857012773, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 28.0, "time": 0.6927035758271813, "total_loss": 1.4351652928089607} {"data_time": 0.009532470256090164, "eta_seconds": 39475.55721459165, "iteration": 214219, "loss_fcos_cls": 0.2106811519479379, "loss_fcos_ctr": 0.6142579317092896, "loss_fcos_loc": 0.16580543760210276, "loss_mask": 0.24338232865557075, "loss_maskiou": 0.00516399626940256, "loss_sem_seg": 0.1963725290261209, "lr": 0.001, "mask_rcnn/accuracy": 0.8846442743764172, "mask_rcnn/false_negative": 0.10190400648475414, "mask_rcnn/false_positive": 0.13034336050515355, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.25, "time": 0.7325835088267922, "total_loss": 1.4377174886049033} {"data_time": 0.010375801473855972, "eta_seconds": 39462.931274056435, "iteration": 214239, "loss_fcos_cls": 0.2083934904076159, "loss_fcos_ctr": 0.6140130991116166, "loss_fcos_loc": 0.16756103694206104, "loss_mask": 0.23862667195498943, "loss_maskiou": 0.004726199200376868, "loss_sem_seg": 0.21006163023412228, "lr": 0.001, "mask_rcnn/accuracy": 0.8882131354957441, "mask_rcnn/false_negative": 0.09792701377893132, "mask_rcnn/false_positive": 0.14171076004964284, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 32.75, "time": 0.71629723533988, "total_loss": 1.4608333677788323} {"data_time": 0.010859393514692783, "eta_seconds": 39421.47692720406, "iteration": 214259, "loss_fcos_cls": 0.1967590565327555, "loss_fcos_ctr": 0.6150543047115207, "loss_fcos_loc": 0.1575596402399242, "loss_mask": 0.24916758202016354, "loss_maskiou": 0.00473462617082987, "loss_sem_seg": 0.1933519213926047, "lr": 0.001, "mask_rcnn/accuracy": 0.8869370728385031, "mask_rcnn/false_negative": 0.0954286726365301, "mask_rcnn/false_positive": 0.12329323051077305, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.6808434883132577, "total_loss": 1.4283011286897818} {"data_time": 0.010981088504195213, "eta_seconds": 39426.258026255295, "iteration": 214279, "loss_fcos_cls": 0.2094622445292771, "loss_fcos_ctr": 0.6162629285827279, "loss_fcos_loc": 0.16566309542395175, "loss_mask": 0.251296928152442, "loss_maskiou": 0.004385305442610843, "loss_sem_seg": 0.19711124850437045, "lr": 0.001, "mask_rcnn/accuracy": 0.8888976329941226, "mask_rcnn/false_negative": 0.09744680200768743, "mask_rcnn/false_positive": 0.1337978303115078, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.0, "time": 0.7147999573498964, "total_loss": 1.4668001268146327} {"data_time": 0.009919855743646622, "eta_seconds": 39402.5170965381, "iteration": 214299, "loss_fcos_cls": 0.1994923094753176, "loss_fcos_ctr": 0.6160291042178869, "loss_fcos_loc": 0.15404786029830575, "loss_mask": 0.24417250975966454, "loss_maskiou": 0.004918572900351137, "loss_sem_seg": 0.19982442166656256, "lr": 0.001, "mask_rcnn/accuracy": 0.8913319368695753, "mask_rcnn/false_negative": 0.09952290078492856, "mask_rcnn/false_positive": 0.12937345016896118, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.7051400728523731, "total_loss": 1.4007519792357925} {"data_time": 0.0095520643517375, "eta_seconds": 39397.95540568046, "iteration": 214319, "loss_fcos_cls": 0.19199919770471752, "loss_fcos_ctr": 0.6121827438473701, "loss_fcos_loc": 0.16538026562193409, "loss_mask": 0.2511913161724806, "loss_maskiou": 0.0044114213742432185, "loss_sem_seg": 0.2131351800635457, "lr": 0.001, "mask_rcnn/accuracy": 0.9003327202974214, "mask_rcnn/false_negative": 0.06646702199781349, "mask_rcnn/false_positive": 0.12585723593808446, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.0, "time": 0.7214585086330771, "total_loss": 1.4573065974691417} {"data_time": 0.01009280513972044, "eta_seconds": 39389.9815673884, "iteration": 214339, "loss_fcos_cls": 0.198589842999354, "loss_fcos_ctr": 0.617600160650909, "loss_fcos_loc": 0.17759704496711493, "loss_mask": 0.24264657124876976, "loss_maskiou": 0.004394645402499009, "loss_sem_seg": 0.20953026053030044, "lr": 0.001, "mask_rcnn/accuracy": 0.900199944842802, "mask_rcnn/false_negative": 0.09194498612882235, "mask_rcnn/false_positive": 0.1286596304198981, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 25.5, "time": 0.7261110302060843, "total_loss": 1.4345479652329232} {"data_time": 0.010533448308706284, "eta_seconds": 39350.754340728745, "iteration": 214359, "loss_fcos_cls": 0.19636103219818324, "loss_fcos_ctr": 0.6198326884768903, "loss_fcos_loc": 0.1679249462322332, "loss_mask": 0.23953757341951132, "loss_maskiou": 0.004553824277536478, "loss_sem_seg": 0.18641322199255228, "lr": 0.001, "mask_rcnn/accuracy": 0.8917906388144483, "mask_rcnn/false_negative": 0.09007930431260261, "mask_rcnn/false_positive": 0.10688472525083399, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 30.25, "time": 0.6926089376211166, "total_loss": 1.4388396473659668} {"data_time": 0.009908984415233135, "eta_seconds": 39351.805000628345, "iteration": 214379, "loss_fcos_cls": 0.19912840309552848, "loss_fcos_ctr": 0.6155694741755724, "loss_fcos_loc": 0.16648916900157928, "loss_mask": 0.254339961335063, "loss_maskiou": 0.004744597863464151, "loss_sem_seg": 0.2334545971825719, "lr": 0.001, "mask_rcnn/accuracy": 0.8987358427784568, "mask_rcnn/false_negative": 0.08411645789329364, "mask_rcnn/false_positive": 0.10462181932077114, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.25, "time": 0.7077355170622468, "total_loss": 1.456209021343966} {"data_time": 0.00986113864928484, "eta_seconds": 39344.951117249206, "iteration": 214399, "loss_fcos_cls": 0.20861184608656913, "loss_fcos_ctr": 0.617062034085393, "loss_fcos_loc": 0.17498842978966422, "loss_mask": 0.2558409455232322, "loss_maskiou": 0.004420686458615819, "loss_sem_seg": 0.19111713278107345, "lr": 0.001, "mask_rcnn/accuracy": 0.8974492272102974, "mask_rcnn/false_negative": 0.09234427734454323, "mask_rcnn/false_positive": 0.13759573254087193, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 23.25, "time": 0.7121902350336313, "total_loss": 1.4428195447908365} {"data_time": 0.009748458862304688, "eta_seconds": 39323.50503838342, "iteration": 214419, "loss_fcos_cls": 0.187888587359339, "loss_fcos_ctr": 0.615370960906148, "loss_fcos_loc": 0.1690105005982332, "loss_mask": 0.25017431378364563, "loss_maskiou": 0.005381971453971346, "loss_sem_seg": 0.1778256595134735, "lr": 0.001, "mask_rcnn/accuracy": 0.8999624547399605, "mask_rcnn/false_negative": 0.0914915508225525, "mask_rcnn/false_positive": 0.10895526293332888, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.25, "time": 0.7077358355745673, "total_loss": 1.4205489630421653} {"data_time": 0.00979874562472105, "eta_seconds": 39316.6459061075, "iteration": 214439, "loss_fcos_cls": 0.19478479074314237, "loss_fcos_ctr": 0.6154616000130773, "loss_fcos_loc": 0.16515957211959176, "loss_mask": 0.2399242096580565, "loss_maskiou": 0.00430393943679519, "loss_sem_seg": 0.18922578706406057, "lr": 0.001, "mask_rcnn/accuracy": 0.8827671485260771, "mask_rcnn/false_negative": 0.10414043886583538, "mask_rcnn/false_positive": 0.12338487775948076, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 35.75, "time": 0.6970283314585686, "total_loss": 1.430655677944742} {"data_time": 0.009853290393948555, "eta_seconds": 39298.89623366855, "iteration": 214459, "loss_fcos_cls": 0.17916996468557045, "loss_fcos_ctr": 0.6124701593071222, "loss_fcos_loc": 0.15283406735397875, "loss_mask": 0.2468157894909382, "loss_maskiou": 0.004405479212437058, "loss_sem_seg": 0.19008651189506054, "lr": 0.001, "mask_rcnn/accuracy": 0.8900794504548808, "mask_rcnn/false_negative": 0.08667775014742082, "mask_rcnn/false_positive": 0.13744294984815547, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 36.0, "time": 0.693711300380528, "total_loss": 1.4195221742083959} {"data_time": 0.01027998048812151, "eta_seconds": 39272.609840632416, "iteration": 214479, "loss_fcos_cls": 0.18914935551583767, "loss_fcos_ctr": 0.6153531232848763, "loss_fcos_loc": 0.16315079684136435, "loss_mask": 0.24167760973796248, "loss_maskiou": 0.004524696705630049, "loss_sem_seg": 0.2038788462523371, "lr": 0.001, "mask_rcnn/accuracy": 0.8864012867051583, "mask_rcnn/false_negative": 0.08332439845196413, "mask_rcnn/false_positive": 0.1262956546709194, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.0, "time": 0.7014104593545198, "total_loss": 1.4101709256137838} {"data_time": 0.01022267621010542, "eta_seconds": 39221.77086597681, "iteration": 214499, "loss_fcos_cls": 0.18905205780174583, "loss_fcos_ctr": 0.61736761033535, "loss_fcos_loc": 0.16166095371590927, "loss_mask": 0.22651086747646332, "loss_maskiou": 0.004177165414148476, "loss_sem_seg": 0.19022545451298356, "lr": 0.001, "mask_rcnn/accuracy": 0.880877221107022, "mask_rcnn/false_negative": 0.10479566122972622, "mask_rcnn/false_positive": 0.13326814757541142, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.6790047781541944, "total_loss": 1.405759245113586} {"data_time": 0.009189688600599766, "eta_seconds": 39172.31670679152, "iteration": 214519, "loss_fcos_cls": 0.18533518095500767, "loss_fcos_ctr": 0.6123266508802772, "loss_fcos_loc": 0.15995852946070954, "loss_mask": 0.25093312095850706, "loss_maskiou": 0.004252387887390796, "loss_sem_seg": 0.16750712308567017, "lr": 0.001, "mask_rcnn/accuracy": 0.9048714276768568, "mask_rcnn/false_negative": 0.07860979334494422, "mask_rcnn/false_positive": 0.1172161015588705, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.25, "time": 0.7058044895529747, "total_loss": 1.4133118624795316} {"data_time": 0.010087461210787296, "eta_seconds": 39147.01284020394, "iteration": 214539, "loss_fcos_cls": 0.1908579778391868, "loss_fcos_ctr": 0.6147212656214833, "loss_fcos_loc": 0.15614660154096782, "loss_mask": 0.24271006509661674, "loss_maskiou": 0.004108272300072713, "loss_sem_seg": 0.1912388743367046, "lr": 0.001, "mask_rcnn/accuracy": 0.8937040139870329, "mask_rcnn/false_negative": 0.09655526833795751, "mask_rcnn/false_positive": 0.11291710510031175, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 26.75, "time": 0.6967643462121487, "total_loss": 1.3844659283840883} {"data_time": 0.011746609583497047, "eta_seconds": 39132.89588852972, "iteration": 214559, "loss_fcos_cls": 0.1959616718813777, "loss_fcos_ctr": 0.6146202925592661, "loss_fcos_loc": 0.16811570711433887, "loss_mask": 0.24580987077206373, "loss_maskiou": 0.004536363456281833, "loss_sem_seg": 0.18912017263937742, "lr": 0.001, "mask_rcnn/accuracy": 0.8822560383038233, "mask_rcnn/false_negative": 0.1004483475539231, "mask_rcnn/false_positive": 0.13788219027067633, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7006239090114832, "total_loss": 1.399039594005444} {"data_time": 0.010137416422367096, "eta_seconds": 39097.82145838812, "iteration": 214579, "loss_fcos_cls": 0.1850299658253789, "loss_fcos_ctr": 0.6134631293825805, "loss_fcos_loc": 0.16010403510881588, "loss_mask": 0.24124119710177183, "loss_maskiou": 0.004268295815563761, "loss_sem_seg": 0.18702535866759717, "lr": 0.001, "mask_rcnn/accuracy": 0.8903527759915464, "mask_rcnn/false_negative": 0.08974750607985238, "mask_rcnn/false_positive": 0.13449369454293536, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 29.0, "time": 0.6995451487600803, "total_loss": 1.4134428905163077} {"data_time": 0.01096868235617876, "eta_seconds": 39083.712069723755, "iteration": 214599, "loss_fcos_cls": 0.18994415493216366, "loss_fcos_ctr": 0.6147200409322977, "loss_fcos_loc": 0.1634308296488598, "loss_mask": 0.2508791508153081, "loss_maskiou": 0.004850276971410494, "loss_sem_seg": 0.18847049574833363, "lr": 0.001, "mask_rcnn/accuracy": 0.872190578817734, "mask_rcnn/false_negative": 0.10116744452781566, "mask_rcnn/false_positive": 0.14493979966897158, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 29.5, "time": 0.7108464501798153, "total_loss": 1.4074717501789564} {"data_time": 0.012269599363207817, "eta_seconds": 39077.5197873218, "iteration": 214619, "loss_fcos_cls": 0.18770037178182974, "loss_fcos_ctr": 0.6132151130586863, "loss_fcos_loc": 0.15820075059309602, "loss_mask": 0.24386898893862963, "loss_maskiou": 0.004442413024662528, "loss_sem_seg": 0.1599242959637195, "lr": 0.001, "mask_rcnn/accuracy": 0.8814955771269547, "mask_rcnn/false_negative": 0.08264539933506587, "mask_rcnn/false_positive": 0.14747892184352795, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 24.0, "time": 0.7121256291866302, "total_loss": 1.3880924624136242} {"data_time": 0.010361185297369957, "eta_seconds": 39052.91916030459, "iteration": 214639, "loss_fcos_cls": 0.18332417123019695, "loss_fcos_ctr": 0.6137745780870318, "loss_fcos_loc": 0.16490975464694202, "loss_mask": 0.24844211619347334, "loss_maskiou": 0.004378476463898551, "loss_sem_seg": 0.20382941397838295, "lr": 0.001, "mask_rcnn/accuracy": 0.8930144402083178, "mask_rcnn/false_negative": 0.10400761545975551, "mask_rcnn/false_positive": 0.09998388505962663, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 30.75, "time": 0.7116157598793507, "total_loss": 1.4329951989438996} {"data_time": 0.01034703478217125, "eta_seconds": 39036.30635730922, "iteration": 214659, "loss_fcos_cls": 0.19373725773766637, "loss_fcos_ctr": 0.6132125491276383, "loss_fcos_loc": 0.16323029960040003, "loss_mask": 0.24585687136277556, "loss_maskiou": 0.004354666594736045, "loss_sem_seg": 0.19403621274977922, "lr": 0.001, "mask_rcnn/accuracy": 0.9105967126094245, "mask_rcnn/false_negative": 0.08683025589379582, "mask_rcnn/false_positive": 0.08896574946448285, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.75, "time": 0.7199149904772639, "total_loss": 1.4254712063666375} {"data_time": 0.010999374091625214, "eta_seconds": 39008.71366946306, "iteration": 214679, "loss_fcos_cls": 0.18590793770272285, "loss_fcos_ctr": 0.6135686729103327, "loss_fcos_loc": 0.1595043467823416, "loss_mask": 0.23604762041941285, "loss_maskiou": 0.004016686235445377, "loss_sem_seg": 0.18394948542118073, "lr": 0.001, "mask_rcnn/accuracy": 0.8842252520702678, "mask_rcnn/false_negative": 0.09252072616148957, "mask_rcnn/false_positive": 0.11021447745504748, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.0, "time": 0.6826026607304811, "total_loss": 1.396443345627631} {"data_time": 0.01048316527158022, "eta_seconds": 38994.610991033725, "iteration": 214699, "loss_fcos_cls": 0.1930644033709541, "loss_fcos_ctr": 0.6138320825994015, "loss_fcos_loc": 0.15990037722804118, "loss_mask": 0.25112559366971254, "loss_maskiou": 0.004153261594183277, "loss_sem_seg": 0.18766068993136287, "lr": 0.001, "mask_rcnn/accuracy": 0.895992091715776, "mask_rcnn/false_negative": 0.08942679177841847, "mask_rcnn/false_positive": 0.1153508974481992, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 24.25, "time": 0.7074659364297986, "total_loss": 1.4287314492903533} {"data_time": 0.010699395090341568, "eta_seconds": 38972.895719856955, "iteration": 214719, "loss_fcos_cls": 0.19771545147523284, "loss_fcos_ctr": 0.6140235979110003, "loss_fcos_loc": 0.16552505875006318, "loss_mask": 0.2399730090983212, "loss_maskiou": 0.0043657637579599395, "loss_sem_seg": 0.18079962208867073, "lr": 0.001, "mask_rcnn/accuracy": 0.89397804576376, "mask_rcnn/false_negative": 0.10014493061408725, "mask_rcnn/false_positive": 0.11607081943672265, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 31.25, "time": 0.6992852659896016, "total_loss": 1.3971986012111302} {"data_time": 0.011394884437322617, "eta_seconds": 38965.06742000673, "iteration": 214739, "loss_fcos_cls": 0.19227376766502857, "loss_fcos_ctr": 0.615535375662148, "loss_fcos_loc": 0.16219080123119056, "loss_mask": 0.24283222015947104, "loss_maskiou": 0.0038227083132369444, "loss_sem_seg": 0.19771560607478023, "lr": 0.001, "mask_rcnn/accuracy": 0.873272563335679, "mask_rcnn/false_negative": 0.11202386795311572, "mask_rcnn/false_positive": 0.15161576784000508, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 30.25, "time": 0.6858843583613634, "total_loss": 1.401716700172983} {"data_time": 0.010049416683614254, "eta_seconds": 38944.695871287026, "iteration": 214759, "loss_fcos_cls": 0.19592541712336242, "loss_fcos_ctr": 0.6101184766739607, "loss_fcos_loc": 0.16332894726656377, "loss_mask": 0.2352446336299181, "loss_maskiou": 0.004366095243312884, "loss_sem_seg": 0.20850525610148907, "lr": 0.001, "mask_rcnn/accuracy": 0.8933349985258952, "mask_rcnn/false_negative": 0.10548729765864262, "mask_rcnn/false_positive": 0.12094971288805731, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 42.0, "time": 0.7037555854767561, "total_loss": 1.405208805201255} {"data_time": 0.010910437442362309, "eta_seconds": 38930.59594700206, "iteration": 214779, "loss_fcos_cls": 0.19398452586028725, "loss_fcos_ctr": 0.612356030382216, "loss_fcos_loc": 0.16188072273507714, "loss_mask": 0.2526190336793661, "loss_maskiou": 0.004457037575775757, "loss_sem_seg": 0.20309060020372272, "lr": 0.001, "mask_rcnn/accuracy": 0.8781421559852012, "mask_rcnn/false_negative": 0.09641122588576911, "mask_rcnn/false_positive": 0.1227639914716333, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 23.25, "time": 0.6969295423477888, "total_loss": 1.4469154197504395} {"data_time": 0.010618230327963829, "eta_seconds": 38883.91646575183, "iteration": 214799, "loss_fcos_cls": 0.19098982051946223, "loss_fcos_ctr": 0.6147990697063506, "loss_fcos_loc": 0.15858865960035473, "loss_mask": 0.2433758513070643, "loss_maskiou": 0.004340522165875882, "loss_sem_seg": 0.1952856092248112, "lr": 0.001, "mask_rcnn/accuracy": 0.8957606068743287, "mask_rcnn/false_negative": 0.08701964474679783, "mask_rcnn/false_positive": 0.13828780394895424, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.0, "time": 0.6910340245813131, "total_loss": 1.3981076297204709} {"data_time": 0.010025436989963055, "eta_seconds": 38867.2403818015, "iteration": 214819, "loss_fcos_cls": 0.19491488742642105, "loss_fcos_ctr": 0.6141159581020474, "loss_fcos_loc": 0.16326000122353435, "loss_mask": 0.24267685366794467, "loss_maskiou": 0.004769283466885099, "loss_sem_seg": 0.19576342566870153, "lr": 0.001, "mask_rcnn/accuracy": 0.908621450474129, "mask_rcnn/false_negative": 0.06832673273724543, "mask_rcnn/false_positive": 0.12898952718066192, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.5, "time": 0.691591614857316, "total_loss": 1.4078784427147184} {"data_time": 0.010778514668345451, "eta_seconds": 38872.38204667624, "iteration": 214839, "loss_fcos_cls": 0.18999353318940848, "loss_fcos_ctr": 0.6135946065187454, "loss_fcos_loc": 0.15639430232113227, "loss_mask": 0.23913278989493847, "loss_maskiou": 0.004491213458095444, "loss_sem_seg": 0.20702347438782454, "lr": 0.001, "mask_rcnn/accuracy": 0.9018934729064039, "mask_rcnn/false_negative": 0.0888487689366799, "mask_rcnn/false_positive": 0.08639239347025807, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 28.5, "time": 0.7073204964399338, "total_loss": 1.4061001053196378} {"data_time": 0.011448659934103489, "eta_seconds": 38846.14825531095, "iteration": 214859, "loss_fcos_cls": 0.19593462394550443, "loss_fcos_ctr": 0.6137300906702876, "loss_fcos_loc": 0.1616023576934822, "loss_mask": 0.24867773056030273, "loss_maskiou": 0.004298858642869163, "loss_sem_seg": 0.1948471125215292, "lr": 0.001, "mask_rcnn/accuracy": 0.8925695106339239, "mask_rcnn/false_negative": 0.10216382911594137, "mask_rcnn/false_positive": 0.13719476362657296, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.0, "time": 0.6915985979139805, "total_loss": 1.4115875585193862} {"data_time": 0.009440748021006584, "eta_seconds": 38777.342018382624, "iteration": 214879, "loss_fcos_cls": 0.18773626000620425, "loss_fcos_ctr": 0.6121789822354913, "loss_fcos_loc": 0.15733529115095735, "loss_mask": 0.2359808455221355, "loss_maskiou": 0.004052817366755335, "loss_sem_seg": 0.17913106584455818, "lr": 0.001, "mask_rcnn/accuracy": 0.9017893118785976, "mask_rcnn/false_negative": 0.07330049811079195, "mask_rcnn/false_positive": 0.11961460072890093, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 30.0, "time": 0.6940370621159673, "total_loss": 1.3638095749738568} {"data_time": 0.00982716865837574, "eta_seconds": 38752.61608328484, "iteration": 214899, "loss_fcos_cls": 0.18672130210325122, "loss_fcos_ctr": 0.6170973647385836, "loss_fcos_loc": 0.16582352138357237, "loss_mask": 0.24311530916020274, "loss_maskiou": 0.00397286285442533, "loss_sem_seg": 0.19336040504276752, "lr": 0.001, "mask_rcnn/accuracy": 0.8833438409688819, "mask_rcnn/false_negative": 0.08495081422006864, "mask_rcnn/false_positive": 0.13084901555057538, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.5, "time": 0.7077058218419552, "total_loss": 1.4116622806468513} {"data_time": 0.009192783385515213, "eta_seconds": 38738.550053237006, "iteration": 214919, "loss_fcos_cls": 0.19657081877812743, "loss_fcos_ctr": 0.6145296329632401, "loss_fcos_loc": 0.16143570677377284, "loss_mask": 0.25023204274475574, "loss_maskiou": 0.0050579867529449984, "loss_sem_seg": 0.17474520695395768, "lr": 0.001, "mask_rcnn/accuracy": 0.8991102193811031, "mask_rcnn/false_negative": 0.09721894729656032, "mask_rcnn/false_positive": 0.10087275956583722, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 26.0, "time": 0.7117361892014742, "total_loss": 1.4053362381091574} {"data_time": 0.00932019017636776, "eta_seconds": 38709.9566285871, "iteration": 214939, "loss_fcos_cls": 0.19909820100292563, "loss_fcos_ctr": 0.6134321736171842, "loss_fcos_loc": 0.1619853728916496, "loss_mask": 0.25119722355157137, "loss_maskiou": 0.00439029409608338, "loss_sem_seg": 0.186003654031083, "lr": 0.001, "mask_rcnn/accuracy": 0.8970854591836734, "mask_rcnn/false_negative": 0.09273772890526291, "mask_rcnn/false_positive": 0.11666844253160458, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.75, "time": 0.7012299671769142, "total_loss": 1.4264872652420308} {"data_time": 0.009647953324019909, "eta_seconds": 38695.89587537572, "iteration": 214959, "loss_fcos_cls": 0.1890214211307466, "loss_fcos_ctr": 0.6153770517557859, "loss_fcos_loc": 0.15877051185816526, "loss_mask": 0.2327306643128395, "loss_maskiou": 0.004771059386257548, "loss_sem_seg": 0.21163919940590858, "lr": 0.001, "mask_rcnn/accuracy": 0.8920152523790414, "mask_rcnn/false_negative": 0.09656752435443453, "mask_rcnn/false_positive": 0.10897041206675488, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7132907100021839, "total_loss": 1.4224852005863795} {"data_time": 0.009903972037136555, "eta_seconds": 38670.150033183396, "iteration": 214979, "loss_fcos_cls": 0.201331322430633, "loss_fcos_ctr": 0.614092459436506, "loss_fcos_loc": 0.1633047719951719, "loss_mask": 0.2360743540339172, "loss_maskiou": 0.0038159856612764997, "loss_sem_seg": 0.20034000230953097, "lr": 0.001, "mask_rcnn/accuracy": 0.9226658136541858, "mask_rcnn/false_negative": 0.05690040136856782, "mask_rcnn/false_positive": 0.1071646165161503, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 29.0, "time": 0.6972112199291587, "total_loss": 1.4079592445013986} {"data_time": 0.009690484963357449, "eta_seconds": 38656.09352747351, "iteration": 214999, "loss_fcos_cls": 0.18826994695700705, "loss_fcos_ctr": 0.6148829581215978, "loss_fcos_loc": 0.16545168519951403, "loss_mask": 0.2473390055820346, "loss_maskiou": 0.003916026777005754, "loss_sem_seg": 0.20534521830268204, "lr": 0.001, "mask_rcnn/accuracy": 0.8936077733650278, "mask_rcnn/false_negative": 0.07273339614006111, "mask_rcnn/false_positive": 0.1362061199282791, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.5, "time": 0.7154517089948058, "total_loss": 1.4319315250340878} {"data_time": 0.009811121970415115, "eta_seconds": 38644.726464419626, "iteration": 215019, "loss_fcos_cls": 0.1983512417646125, "loss_fcos_ctr": 0.6167568918317556, "loss_fcos_loc": 0.1679944610223174, "loss_mask": 0.22972458600997925, "loss_maskiou": 0.004452003984624753, "loss_sem_seg": 0.2078180513344705, "lr": 0.001, "mask_rcnn/accuracy": 0.8845689481602452, "mask_rcnn/false_negative": 0.10023835206089751, "mask_rcnn/false_positive": 0.11434993416619935, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 24.0, "time": 0.708052865229547, "total_loss": 1.436306251816859} {"data_time": 0.010287475772202015, "eta_seconds": 38621.51771866158, "iteration": 215039, "loss_fcos_cls": 0.19347077957354486, "loss_fcos_ctr": 0.6139572085812688, "loss_fcos_loc": 0.1628767412621528, "loss_mask": 0.25118935108184814, "loss_maskiou": 0.004528868819761556, "loss_sem_seg": 0.19828196708112955, "lr": 0.001, "mask_rcnn/accuracy": 0.9020537562851227, "mask_rcnn/false_negative": 0.08582763787283584, "mask_rcnn/false_positive": 0.1295660919812887, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 18.0, "time": 0.6937182517722249, "total_loss": 1.411451196348935} {"data_time": 0.010606755502521992, "eta_seconds": 38599.59840967413, "iteration": 215059, "loss_fcos_cls": 0.18818378914147615, "loss_fcos_ctr": 0.6150048431009054, "loss_fcos_loc": 0.16094060079194605, "loss_mask": 0.24188639875501394, "loss_maskiou": 0.004349222848759382, "loss_sem_seg": 0.18202085234224796, "lr": 0.001, "mask_rcnn/accuracy": 0.8899553307675427, "mask_rcnn/false_negative": 0.08438397210592652, "mask_rcnn/false_positive": 0.13686746179306913, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.705516985617578, "total_loss": 1.389731718805706} {"data_time": 0.010197261348366737, "eta_seconds": 38572.974551291205, "iteration": 215079, "loss_fcos_cls": 0.19888586015440524, "loss_fcos_ctr": 0.6162237348034978, "loss_fcos_loc": 0.16638108319602907, "loss_mask": 0.2637270390987396, "loss_maskiou": 0.004875908060057554, "loss_sem_seg": 0.20712158735841513, "lr": 0.001, "mask_rcnn/accuracy": 0.8847905920610002, "mask_rcnn/false_negative": 0.10203333711752577, "mask_rcnn/false_positive": 0.13292444725164462, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 22.75, "time": 0.7238436639308929, "total_loss": 1.4493670654810558} {"data_time": 0.009205450303852558, "eta_seconds": 38558.92783890385, "iteration": 215099, "loss_fcos_cls": 0.19627781596500427, "loss_fcos_ctr": 0.6142431707121432, "loss_fcos_loc": 0.16539463610388339, "loss_mask": 0.2458029044792056, "loss_maskiou": 0.004348039838077966, "loss_sem_seg": 0.17698897258378565, "lr": 0.001, "mask_rcnn/accuracy": 0.8885208644268519, "mask_rcnn/false_negative": 0.08938822489967993, "mask_rcnn/false_positive": 0.12769529266679258, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 35.5, "time": 0.7161859599873424, "total_loss": 1.3868797183895367} {"data_time": 0.00998521689325571, "eta_seconds": 38553.538258099, "iteration": 215119, "loss_fcos_cls": 0.1865759725915268, "loss_fcos_ctr": 0.6151444492861629, "loss_fcos_loc": 0.16677682904992253, "loss_mask": 0.2387976497411728, "loss_maskiou": 0.004143209946050774, "loss_sem_seg": 0.2190149868838489, "lr": 0.001, "mask_rcnn/accuracy": 0.8833390638864241, "mask_rcnn/false_negative": 0.08842876612782338, "mask_rcnn/false_positive": 0.1602115645978786, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.25, "time": 0.7022169921547174, "total_loss": 1.4203319327098143} {"data_time": 0.009317749179899693, "eta_seconds": 38468.4544658158, "iteration": 215139, "loss_fcos_cls": 0.1883188303327188, "loss_fcos_ctr": 0.6139493295922875, "loss_fcos_loc": 0.16665665269829333, "loss_mask": 0.24759891629219055, "loss_maskiou": 0.004421671081217937, "loss_sem_seg": 0.20226617762818933, "lr": 0.001, "mask_rcnn/accuracy": 0.8842857142857143, "mask_rcnn/false_negative": 0.09946694548033166, "mask_rcnn/false_positive": 0.13810448031330103, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.25, "time": 0.6665651649236679, "total_loss": 1.434146425639483} {"data_time": 0.009581581689417362, "eta_seconds": 38489.2296531843, "iteration": 215159, "loss_fcos_cls": 0.18588410364463925, "loss_fcos_ctr": 0.6133676003664732, "loss_fcos_loc": 0.1609896378358826, "loss_mask": 0.23793724458664656, "loss_maskiou": 0.004485996410949156, "loss_sem_seg": 0.2207620544359088, "lr": 0.001, "mask_rcnn/accuracy": 0.8975538644999596, "mask_rcnn/false_negative": 0.09587690392407713, "mask_rcnn/false_positive": 0.11387967507579047, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.0, "time": 0.711250513792038, "total_loss": 1.4063224889541743} {"data_time": 0.011112275533378124, "eta_seconds": 38481.069132124074, "iteration": 215179, "loss_fcos_cls": 0.19467946502845734, "loss_fcos_ctr": 0.6137874089181423, "loss_fcos_loc": 0.1613251530798152, "loss_mask": 0.24356259312480688, "loss_maskiou": 0.004238767403876409, "loss_sem_seg": 0.20051555207464844, "lr": 0.001, "mask_rcnn/accuracy": 0.8918747286148503, "mask_rcnn/false_negative": 0.089037418317998, "mask_rcnn/false_positive": 0.10233277914597999, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.5, "time": 0.6840065494179726, "total_loss": 1.4242717338711373} {"data_time": 0.010302665643393993, "eta_seconds": 38467.03032614384, "iteration": 215199, "loss_fcos_cls": 0.19613566459156573, "loss_fcos_ctr": 0.6122323041781783, "loss_fcos_loc": 0.15949920925777406, "loss_mask": 0.2464898070320487, "loss_maskiou": 0.004628794464224484, "loss_sem_seg": 0.18708825297653675, "lr": 0.001, "mask_rcnn/accuracy": 0.8908919990014355, "mask_rcnn/false_negative": 0.09346820812971685, "mask_rcnn/false_positive": 0.11278326710878056, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 23.75, "time": 0.6852798163890839, "total_loss": 1.408335720130708} {"data_time": 0.010152380913496017, "eta_seconds": 38452.9915201636, "iteration": 215219, "loss_fcos_cls": 0.19634369295090437, "loss_fcos_ctr": 0.6156010678969324, "loss_fcos_loc": 0.16453800932504237, "loss_mask": 0.2426443975418806, "loss_maskiou": 0.004372791321657132, "loss_sem_seg": 0.1777653326280415, "lr": 0.001, "mask_rcnn/accuracy": 0.8847269463340892, "mask_rcnn/false_negative": 0.08813200946502556, "mask_rcnn/false_positive": 0.14833503284794017, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 32.25, "time": 0.7142268437892199, "total_loss": 1.3919462867634138} {"data_time": 0.009340574964880943, "eta_seconds": 38399.098897662014, "iteration": 215239, "loss_fcos_cls": 0.19137574813794345, "loss_fcos_ctr": 0.6155253043398261, "loss_fcos_loc": 0.1610648336354643, "loss_mask": 0.2416658801957965, "loss_maskiou": 0.004381751379696652, "loss_sem_seg": 0.21379730640910566, "lr": 0.001, "mask_rcnn/accuracy": 0.8813455833461203, "mask_rcnn/false_negative": 0.08575217432943161, "mask_rcnn/false_positive": 0.10682963477834223, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 25.25, "time": 0.6847780589014292, "total_loss": 1.4168675293512933} {"data_time": 0.009594817645847797, "eta_seconds": 38400.72546683438, "iteration": 215259, "loss_fcos_cls": 0.18539274390786886, "loss_fcos_ctr": 0.6146088438108563, "loss_fcos_loc": 0.15856237953994423, "loss_mask": 0.2314487975090742, "loss_maskiou": 0.004086751065187855, "loss_sem_seg": 0.18357426906004548, "lr": 0.001, "mask_rcnn/accuracy": 0.8882788636690198, "mask_rcnn/false_negative": 0.10385725489743783, "mask_rcnn/false_positive": 0.11776066691981515, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.0, "time": 0.6958577279001474, "total_loss": 1.3670325213170145} {"data_time": 0.011294577270746231, "eta_seconds": 38373.343115858734, "iteration": 215279, "loss_fcos_cls": 0.17919333174359053, "loss_fcos_ctr": 0.6127906711772084, "loss_fcos_loc": 0.15988892992027104, "loss_mask": 0.24552314449101686, "loss_maskiou": 0.0042107114277314395, "loss_sem_seg": 0.163332715514116, "lr": 0.001, "mask_rcnn/accuracy": 0.9033637026239068, "mask_rcnn/false_negative": 0.08327959456552428, "mask_rcnn/false_positive": 0.10019717279988183, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.75, "time": 0.7057661665603518, "total_loss": 1.366222425349406} {"data_time": 0.011171157471835613, "eta_seconds": 38359.318027459085, "iteration": 215299, "loss_fcos_cls": 0.19779541180469096, "loss_fcos_ctr": 0.6133962348103523, "loss_fcos_loc": 0.1650006677955389, "loss_mask": 0.25203914660960436, "loss_maskiou": 0.004925351880956441, "loss_sem_seg": 0.18331746780313551, "lr": 0.001, "mask_rcnn/accuracy": 0.9068649781341107, "mask_rcnn/false_negative": 0.08001814125374543, "mask_rcnn/false_positive": 0.08897889742080227, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 27.25, "time": 0.7038340484723449, "total_loss": 1.4403811853262596} {"data_time": 0.010612417943775654, "eta_seconds": 38336.561634566635, "iteration": 215319, "loss_fcos_cls": 0.19127641164232045, "loss_fcos_ctr": 0.6145712370052934, "loss_fcos_loc": 0.16358383151236922, "loss_mask": 0.24030449893325567, "loss_maskiou": 0.0043012838723370805, "loss_sem_seg": 0.1916379234753549, "lr": 0.001, "mask_rcnn/accuracy": 0.8863978620269518, "mask_rcnn/false_negative": 0.10061107761906422, "mask_rcnn/false_positive": 0.12554067111060102, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.0, "time": 0.6896088281646371, "total_loss": 1.4232990967429942} {"data_time": 0.01124818529933691, "eta_seconds": 38322.53973970935, "iteration": 215339, "loss_fcos_cls": 0.18373454583343118, "loss_fcos_ctr": 0.6148407715372741, "loss_fcos_loc": 0.15698893507942557, "loss_mask": 0.23207714827731252, "loss_maskiou": 0.003945015439967392, "loss_sem_seg": 0.18917116010561585, "lr": 0.001, "mask_rcnn/accuracy": 0.8912226692291931, "mask_rcnn/false_negative": 0.09619801844216055, "mask_rcnn/false_positive": 0.11787636245174268, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 31.75, "time": 0.7141943573951721, "total_loss": 1.3813607483843953} {"data_time": 0.009875653311610222, "eta_seconds": 38314.95339506492, "iteration": 215359, "loss_fcos_cls": 0.19502419512718916, "loss_fcos_ctr": 0.6139954635873437, "loss_fcos_loc": 0.16472394997254014, "loss_mask": 0.23623800929635763, "loss_maskiou": 0.004317131618336134, "loss_sem_seg": 0.18200221203733236, "lr": 0.001, "mask_rcnn/accuracy": 0.8910678186368888, "mask_rcnn/false_negative": 0.0936618356838789, "mask_rcnn/false_positive": 0.13163214406433627, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.0, "time": 0.7024903278797865, "total_loss": 1.401338514992858} {"data_time": 0.010720925405621529, "eta_seconds": 38299.04065527767, "iteration": 215379, "loss_fcos_cls": 0.1866907854564488, "loss_fcos_ctr": 0.6152860345318913, "loss_fcos_loc": 0.16283113416284323, "loss_mask": 0.2397439619526267, "loss_maskiou": 0.004105718220671406, "loss_sem_seg": 0.17059247463475913, "lr": 0.001, "mask_rcnn/accuracy": 0.892780549719888, "mask_rcnn/false_negative": 0.07286669827847694, "mask_rcnn/false_positive": 0.13027256343276025, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.75, "time": 0.7182471537962556, "total_loss": 1.3821293383261946} {"data_time": 0.009735634550452232, "eta_seconds": 38251.0267679207, "iteration": 215399, "loss_fcos_cls": 0.19426163553725928, "loss_fcos_ctr": 0.6164528960362077, "loss_fcos_loc": 0.1688147985842079, "loss_mask": 0.24882820341736078, "loss_maskiou": 0.004375108066597022, "loss_sem_seg": 0.20188462268561125, "lr": 0.001, "mask_rcnn/accuracy": 0.8832183189042168, "mask_rcnn/false_negative": 0.09215319511715539, "mask_rcnn/false_positive": 0.13527490881035192, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.6885070521384478, "total_loss": 1.4586049941717647} {"data_time": 0.009688611142337322, "eta_seconds": 38201.752430411056, "iteration": 215419, "loss_fcos_cls": 0.1930818841792643, "loss_fcos_ctr": 0.6132990028709173, "loss_fcos_loc": 0.1676524142967537, "loss_mask": 0.2361971503123641, "loss_maskiou": 0.004054316705150995, "loss_sem_seg": 0.19803051627241075, "lr": 0.001, "mask_rcnn/accuracy": 0.897999648402166, "mask_rcnn/false_negative": 0.09258546950199348, "mask_rcnn/false_positive": 0.10273938662441534, "roi_head/num_bg_samples": 37.0, "roi_head/num_fg_samples": 25.75, "time": 0.6908659487962723, "total_loss": 1.4196196586090082} {"data_time": 0.010225671343505383, "eta_seconds": 38193.58315558825, "iteration": 215439, "loss_fcos_cls": 0.19592475367244333, "loss_fcos_ctr": 0.6130526317283511, "loss_fcos_loc": 0.16340190573828295, "loss_mask": 0.23415820766240358, "loss_maskiou": 0.004387342283735052, "loss_sem_seg": 0.21201381762512028, "lr": 0.001, "mask_rcnn/accuracy": 0.8842219256304377, "mask_rcnn/false_negative": 0.10064366658237259, "mask_rcnn/false_positive": 0.1447969746724676, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 34.5, "time": 0.7009344035759568, "total_loss": 1.4306589882762637} {"data_time": 0.010626022703945637, "eta_seconds": 38223.67449295148, "iteration": 215459, "loss_fcos_cls": 0.20626429619733244, "loss_fcos_ctr": 0.6173472092486918, "loss_fcos_loc": 0.17703474016161636, "loss_mask": 0.2535589779727161, "loss_maskiou": 0.004530019476078451, "loss_sem_seg": 0.18358552106656134, "lr": 0.001, "mask_rcnn/accuracy": 0.8754711602765037, "mask_rcnn/false_negative": 0.11003010046046748, "mask_rcnn/false_positive": 0.14581620676464202, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.5, "time": 0.725731847807765, "total_loss": 1.4503382925176993} {"data_time": 0.009963439777493477, "eta_seconds": 38204.157875519246, "iteration": 215479, "loss_fcos_cls": 0.18136523640714586, "loss_fcos_ctr": 0.6144169392064214, "loss_fcos_loc": 0.16262993891723454, "loss_mask": 0.2410160293802619, "loss_maskiou": 0.004452690918697044, "loss_sem_seg": 0.19649698119610548, "lr": 0.001, "mask_rcnn/accuracy": 0.8940354901464951, "mask_rcnn/false_negative": 0.08657274408083585, "mask_rcnn/false_positive": 0.0835049030136352, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 25.5, "time": 0.6917610093951225, "total_loss": 1.38903957423463} {"data_time": 0.009258641861379147, "eta_seconds": 38219.0671434626, "iteration": 215499, "loss_fcos_cls": 0.181280626275111, "loss_fcos_ctr": 0.6140413507819176, "loss_fcos_loc": 0.1623484285082668, "loss_mask": 0.24117658752948046, "loss_maskiou": 0.004004675556643633, "loss_sem_seg": 0.19044428877532482, "lr": 0.001, "mask_rcnn/accuracy": 0.9011565904557312, "mask_rcnn/false_negative": 0.08570447393098422, "mask_rcnn/false_positive": 0.11722642130664143, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 26.0, "time": 0.7110104048624635, "total_loss": 1.40109668878722} {"data_time": 0.009774192236363888, "eta_seconds": 38202.75939160213, "iteration": 215519, "loss_fcos_cls": 0.18208116572350264, "loss_fcos_ctr": 0.6124509386718273, "loss_fcos_loc": 0.1553070826921612, "loss_mask": 0.23916691029444337, "loss_maskiou": 0.004163143570622196, "loss_sem_seg": 0.17495522368699312, "lr": 0.001, "mask_rcnn/accuracy": 0.904573761322711, "mask_rcnn/false_negative": 0.09779577312190144, "mask_rcnn/false_positive": 0.10436240934005578, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 22.75, "time": 0.696904381737113, "total_loss": 1.3871459245856386} {"data_time": 0.010286403819918633, "eta_seconds": 38193.950401744805, "iteration": 215539, "loss_fcos_cls": 0.19554210698697716, "loss_fcos_ctr": 0.6146737379021943, "loss_fcos_loc": 0.1656882558017969, "loss_mask": 0.252925846260041, "loss_maskiou": 0.004485763289267197, "loss_sem_seg": 0.19394153216853738, "lr": 0.001, "mask_rcnn/accuracy": 0.8923341836734694, "mask_rcnn/false_negative": 0.07787748776678984, "mask_rcnn/false_positive": 0.117051753850441, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 29.0, "time": 0.7027765540406108, "total_loss": 1.4417948835980496} {"data_time": 0.009546469897031784, "eta_seconds": 38192.85997249838, "iteration": 215559, "loss_fcos_cls": 0.18922047805972397, "loss_fcos_ctr": 0.6147293820977211, "loss_fcos_loc": 0.15540422219783068, "loss_mask": 0.25420386530458927, "loss_maskiou": 0.004450235079275444, "loss_sem_seg": 0.18309879116714, "lr": 0.001, "mask_rcnn/accuracy": 0.8854323896924381, "mask_rcnn/false_negative": 0.10151831273245567, "mask_rcnn/false_positive": 0.12786936155713946, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7070023063570261, "total_loss": 1.415120129371644} {"data_time": 0.010948359034955502, "eta_seconds": 38237.66049154848, "iteration": 215579, "loss_fcos_cls": 0.18826084909960628, "loss_fcos_ctr": 0.6155704334378242, "loss_fcos_loc": 0.15687277005054057, "loss_mask": 0.24320340203121305, "loss_maskiou": 0.004369510679680388, "loss_sem_seg": 0.18926660623401403, "lr": 0.001, "mask_rcnn/accuracy": 0.9123532130463522, "mask_rcnn/false_negative": 0.07152294912995999, "mask_rcnn/false_positive": 0.1410579274579697, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.75, "time": 0.7199238752946258, "total_loss": 1.4033621357484662} {"data_time": 0.010038415901362896, "eta_seconds": 38223.607952825725, "iteration": 215599, "loss_fcos_cls": 0.1806811099522747, "loss_fcos_ctr": 0.6165538243949413, "loss_fcos_loc": 0.16213996545411646, "loss_mask": 0.2373946625739336, "loss_maskiou": 0.004184614532277919, "loss_sem_seg": 0.23056807462126017, "lr": 0.001, "mask_rcnn/accuracy": 0.912201272295098, "mask_rcnn/false_negative": 0.07924936648337794, "mask_rcnn/false_positive": 0.09154864371645507, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 29.0, "time": 0.7167860856279731, "total_loss": 1.4193187213004421} {"data_time": 0.01041050348430872, "eta_seconds": 38219.05128264986, "iteration": 215619, "loss_fcos_cls": 0.19068904221057892, "loss_fcos_ctr": 0.6160743031650782, "loss_fcos_loc": 0.16677036293549463, "loss_mask": 0.2413595663383603, "loss_maskiou": 0.004538630448223557, "loss_sem_seg": 0.18201117310672998, "lr": 0.001, "mask_rcnn/accuracy": 0.8835676440906033, "mask_rcnn/false_negative": 0.10152830359488357, "mask_rcnn/false_positive": 0.13674647795631234, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.0, "time": 0.7244997778907418, "total_loss": 1.4124694790989452} {"data_time": 0.010688927955925465, "eta_seconds": 38203.63625420164, "iteration": 215639, "loss_fcos_cls": 0.1902467948384583, "loss_fcos_ctr": 0.6126446025446057, "loss_fcos_loc": 0.15762664412613958, "loss_mask": 0.23920858837664127, "loss_maskiou": 0.0046669617240695516, "loss_sem_seg": 0.2001746108289808, "lr": 0.001, "mask_rcnn/accuracy": 0.8889624727441997, "mask_rcnn/false_negative": 0.0864671865997664, "mask_rcnn/false_positive": 0.14805032708705512, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 24.75, "time": 0.714156636968255, "total_loss": 1.386385652986064} {"data_time": 0.011309979483485222, "eta_seconds": 38195.70496882312, "iteration": 215659, "loss_fcos_cls": 0.19246366620063782, "loss_fcos_ctr": 0.6145301526412368, "loss_fcos_loc": 0.16490864229854196, "loss_mask": 0.24997940473258495, "loss_maskiou": 0.004596572391164955, "loss_sem_seg": 0.19750784104689956, "lr": 0.001, "mask_rcnn/accuracy": 0.884551026850134, "mask_rcnn/false_negative": 0.1013488577737235, "mask_rcnn/false_positive": 0.13725667884208329, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 33.0, "time": 0.7166956253349781, "total_loss": 1.4231500973910443} {"data_time": 0.009578285738825798, "eta_seconds": 38190.52518721484, "iteration": 215679, "loss_fcos_cls": 0.19621689867926762, "loss_fcos_ctr": 0.6148991407826543, "loss_fcos_loc": 0.15942223864840344, "loss_mask": 0.23569204611703753, "loss_maskiou": 0.004437590518136858, "loss_sem_seg": 0.18782860366627574, "lr": 0.001, "mask_rcnn/accuracy": 0.9059098639455783, "mask_rcnn/false_negative": 0.07692570371216861, "mask_rcnn/false_positive": 0.11445609189213796, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 19.75, "time": 0.6987916752696037, "total_loss": 1.4200626841266057} {"data_time": 0.009492707438766956, "eta_seconds": 38172.666346916, "iteration": 215699, "loss_fcos_cls": 0.18764736759476364, "loss_fcos_ctr": 0.6142175062559545, "loss_fcos_loc": 0.16049048519926146, "loss_mask": 0.23989521292969584, "loss_maskiou": 0.004199584953312296, "loss_sem_seg": 0.18390529206953943, "lr": 0.001, "mask_rcnn/accuracy": 0.8788348131460376, "mask_rcnn/false_negative": 0.09773303988310345, "mask_rcnn/false_positive": 0.13127702465907254, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 24.25, "time": 0.7013406101614237, "total_loss": 1.399580856468674} {"data_time": 0.010645318776369095, "eta_seconds": 38178.586043488234, "iteration": 215719, "loss_fcos_cls": 0.1891505221137777, "loss_fcos_ctr": 0.6142672281712294, "loss_fcos_loc": 0.15616946178488433, "loss_mask": 0.23945384053513408, "loss_maskiou": 0.004676928780099843, "loss_sem_seg": 0.19760412746109068, "lr": 0.001, "mask_rcnn/accuracy": 0.9044438632194451, "mask_rcnn/false_negative": 0.10534502678677604, "mask_rcnn/false_positive": 0.09314742813880231, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 25.5, "time": 0.718998059630394, "total_loss": 1.420291261289094} {"data_time": 0.010560465976595879, "eta_seconds": 38170.98799816053, "iteration": 215739, "loss_fcos_cls": 0.18115335353650153, "loss_fcos_ctr": 0.6135823205113411, "loss_fcos_loc": 0.15974656661273912, "loss_mask": 0.2443426470272243, "loss_maskiou": 0.004495320397836622, "loss_sem_seg": 0.191951350774616, "lr": 0.001, "mask_rcnn/accuracy": 0.8927564221253017, "mask_rcnn/false_negative": 0.09589678951092084, "mask_rcnn/false_positive": 0.11595791456899904, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 35.0, "time": 0.7108092736452818, "total_loss": 1.3986556987474614} {"data_time": 0.011049587279558182, "eta_seconds": 38150.45201055333, "iteration": 215759, "loss_fcos_cls": 0.1898424617247656, "loss_fcos_ctr": 0.6122887446545064, "loss_fcos_loc": 0.1601177384145558, "loss_mask": 0.2316190367564559, "loss_maskiou": 0.004394990672153654, "loss_sem_seg": 0.1698070685379207, "lr": 0.001, "mask_rcnn/accuracy": 0.8937515223480696, "mask_rcnn/false_negative": 0.09468261551687901, "mask_rcnn/false_positive": 0.12094310458490046, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 26.5, "time": 0.6855884632095695, "total_loss": 1.3896798282471536} {"data_time": 0.010736869648098946, "eta_seconds": 38132.47777003888, "iteration": 215779, "loss_fcos_cls": 0.18244769691955298, "loss_fcos_ctr": 0.6130444114096463, "loss_fcos_loc": 0.15885715335025452, "loss_mask": 0.2376812845468521, "loss_maskiou": 0.00432204021490179, "loss_sem_seg": 0.1886189084034413, "lr": 0.001, "mask_rcnn/accuracy": 0.8994496150108395, "mask_rcnn/false_negative": 0.08090742554370614, "mask_rcnn/false_positive": 0.12039722308102918, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.0, "time": 0.693663164973259, "total_loss": 1.3853004936536308} {"data_time": 0.010209309868514538, "eta_seconds": 38122.317977618426, "iteration": 215799, "loss_fcos_cls": 0.20163862290792167, "loss_fcos_ctr": 0.6128981336951256, "loss_fcos_loc": 0.16390177002176642, "loss_mask": 0.23732529021799564, "loss_maskiou": 0.004166072912994423, "loss_sem_seg": 0.20451743016019464, "lr": 0.001, "mask_rcnn/accuracy": 0.8872011776408677, "mask_rcnn/false_negative": 0.08918396232491621, "mask_rcnn/false_positive": 0.13900208039236348, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 24.0, "time": 0.6964766504243016, "total_loss": 1.4513344589577173} {"data_time": 0.008900044485926628, "eta_seconds": 38152.9314138731, "iteration": 215819, "loss_fcos_cls": 0.18938314309343696, "loss_fcos_ctr": 0.6159489308483899, "loss_fcos_loc": 0.17218620562925935, "loss_mask": 0.24944030586630106, "loss_maskiou": 0.004241457711032126, "loss_sem_seg": 0.17852887278422713, "lr": 0.001, "mask_rcnn/accuracy": 0.8947865695985997, "mask_rcnn/false_negative": 0.07467055780529469, "mask_rcnn/false_positive": 0.1332727265004505, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 21.0, "time": 0.7111021233722568, "total_loss": 1.4263261378509924} {"data_time": 0.010721717961132526, "eta_seconds": 38098.398875330575, "iteration": 215839, "loss_fcos_cls": 0.187833562027663, "loss_fcos_ctr": 0.6149352313950658, "loss_fcos_loc": 0.16608387441374362, "loss_mask": 0.23762629833072424, "loss_maskiou": 0.004537555687420536, "loss_sem_seg": 0.17650391161441803, "lr": 0.001, "mask_rcnn/accuracy": 0.8888825009388801, "mask_rcnn/false_negative": 0.08645667623486573, "mask_rcnn/false_positive": 0.1329505685840157, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.25, "time": 0.698493174277246, "total_loss": 1.4029223049928987} {"data_time": 0.010342109017074108, "eta_seconds": 38124.76439487096, "iteration": 215859, "loss_fcos_cls": 0.19377924385480583, "loss_fcos_ctr": 0.6145462114363909, "loss_fcos_loc": 0.15488639939576387, "loss_mask": 0.2516837492585182, "loss_maskiou": 0.004433597299794201, "loss_sem_seg": 0.19239855161868036, "lr": 0.001, "mask_rcnn/accuracy": 0.8937857438825597, "mask_rcnn/false_negative": 0.10079097815042523, "mask_rcnn/false_positive": 0.12768027766782858, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.75, "time": 0.6974973352625966, "total_loss": 1.407408048005891} {"data_time": 0.009894469752907753, "eta_seconds": 38128.30337159615, "iteration": 215879, "loss_fcos_cls": 0.18897717911750078, "loss_fcos_ctr": 0.616036041174084, "loss_fcos_loc": 0.16294581233523786, "loss_mask": 0.24090771889314055, "loss_maskiou": 0.004284832197299693, "loss_sem_seg": 0.18678897176869214, "lr": 0.001, "mask_rcnn/accuracy": 0.8996092633811078, "mask_rcnn/false_negative": 0.07789014914642053, "mask_rcnn/false_positive": 0.1344802126491821, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 23.5, "time": 0.6893522320315242, "total_loss": 1.4295204302725324} {"data_time": 0.00990640465170145, "eta_seconds": 38109.38828486949, "iteration": 215899, "loss_fcos_cls": 0.1956511775497347, "loss_fcos_ctr": 0.6135929860174656, "loss_fcos_loc": 0.16488554724492133, "loss_mask": 0.2395502431318164, "loss_maskiou": 0.004216117515170481, "loss_sem_seg": 0.18674864387139678, "lr": 0.001, "mask_rcnn/accuracy": 0.8843787515006003, "mask_rcnn/false_negative": 0.1038467008621073, "mask_rcnn/false_positive": 0.13861375336579743, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.0, "time": 0.7021096581593156, "total_loss": 1.3915091165035847} {"data_time": 0.010158420540392399, "eta_seconds": 38062.85160269402, "iteration": 215919, "loss_fcos_cls": 0.18994808464776725, "loss_fcos_ctr": 0.6156228329055011, "loss_fcos_loc": 0.16529794433154166, "loss_mask": 0.25520776864141226, "loss_maskiou": 0.0038956908610998653, "loss_sem_seg": 0.20457835542038083, "lr": 0.001, "mask_rcnn/accuracy": 0.8879925768909573, "mask_rcnn/false_negative": 0.1042934853606144, "mask_rcnn/false_positive": 0.1246207942302607, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 36.5, "time": 0.6993672465905547, "total_loss": 1.4100194046404795} {"data_time": 0.010285001248121262, "eta_seconds": 38048.77536460571, "iteration": 215939, "loss_fcos_cls": 0.19996246602386236, "loss_fcos_ctr": 0.6140863206237555, "loss_fcos_loc": 0.15738876746036112, "loss_mask": 0.23988551925867796, "loss_maskiou": 0.004929113230900839, "loss_sem_seg": 0.19749477691948414, "lr": 0.001, "mask_rcnn/accuracy": 0.904454031612645, "mask_rcnn/false_negative": 0.08807101845888408, "mask_rcnn/false_positive": 0.12986894479792133, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.75, "time": 0.6897483989596367, "total_loss": 1.4258064808818744} {"data_time": 0.010977359488606453, "eta_seconds": 38002.33673865814, "iteration": 215959, "loss_fcos_cls": 0.19203268317505717, "loss_fcos_ctr": 0.6146540967747569, "loss_fcos_loc": 0.1647981875576079, "loss_mask": 0.24899521190673113, "loss_maskiou": 0.004429098327818792, "loss_sem_seg": 0.18458759388886392, "lr": 0.001, "mask_rcnn/accuracy": 0.9026694121797656, "mask_rcnn/false_negative": 0.09560688112725273, "mask_rcnn/false_positive": 0.10117218425983865, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.75, "time": 0.69487430062145, "total_loss": 1.4193558161932742} {"data_time": 0.009963876567780972, "eta_seconds": 37988.272477545775, "iteration": 215979, "loss_fcos_cls": 0.20220633666031063, "loss_fcos_ctr": 0.6111635640263557, "loss_fcos_loc": 0.15846504751243629, "loss_mask": 0.23088098503649235, "loss_maskiou": 0.004057425619976129, "loss_sem_seg": 0.19094475114252418, "lr": 0.001, "mask_rcnn/accuracy": 0.903571908086543, "mask_rcnn/false_negative": 0.09308648287072416, "mask_rcnn/false_positive": 0.0968442870458966, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.0, "time": 0.6967152804136276, "total_loss": 1.3999533760725171} {"data_time": 0.012033730745315552, "eta_seconds": 37965.548326333985, "iteration": 215999, "loss_fcos_cls": 0.19681144028436393, "loss_fcos_ctr": 0.6180786765180528, "loss_fcos_loc": 0.17135541583411396, "loss_mask": 0.25246058544144034, "loss_maskiou": 0.004220407102366153, "loss_sem_seg": 0.1728470460511744, "lr": 0.001, "mask_rcnn/accuracy": 0.903721347234546, "mask_rcnn/false_negative": 0.0822826707488307, "mask_rcnn/false_positive": 0.10579008510380106, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 24.5, "time": 0.7190591171383858, "total_loss": 1.421364045687369} {"data_time": 0.009157286025583744, "eta_seconds": 37935.393296117894, "iteration": 216019, "loss_fcos_cls": 0.19691614480689168, "loss_fcos_ctr": 0.6153146447613835, "loss_fcos_loc": 0.16139970894437283, "loss_mask": 0.22832382610067725, "loss_maskiou": 0.0045483488283935, "loss_sem_seg": 0.16949824523180723, "lr": 0.001, "mask_rcnn/accuracy": 0.913088348546966, "mask_rcnn/false_negative": 0.0714583661073658, "mask_rcnn/false_positive": 0.10775930149898943, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.0, "time": 0.6948236338794231, "total_loss": 1.3777282817682135} {"data_time": 0.009550707414746284, "eta_seconds": 37928.60705218278, "iteration": 216039, "loss_fcos_cls": 0.1954382931580767, "loss_fcos_ctr": 0.6143847284838557, "loss_fcos_loc": 0.1660078294808045, "loss_mask": 0.239042685367167, "loss_maskiou": 0.004468640396225965, "loss_sem_seg": 0.18483752850443125, "lr": 0.001, "mask_rcnn/accuracy": 0.8868782533256218, "mask_rcnn/false_negative": 0.08164216968934884, "mask_rcnn/false_positive": 0.14285457301458654, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.0, "time": 0.7123694214969873, "total_loss": 1.407657891366398} {"data_time": 0.010677224956452847, "eta_seconds": 37919.59255665634, "iteration": 216059, "loss_fcos_cls": 0.1894324126187712, "loss_fcos_ctr": 0.6165564358234406, "loss_fcos_loc": 0.16576819319743663, "loss_mask": 0.25233569648116827, "loss_maskiou": 0.0040103986611939035, "loss_sem_seg": 0.18639181135222316, "lr": 0.001, "mask_rcnn/accuracy": 0.8978441786550686, "mask_rcnn/false_negative": 0.08767432312885648, "mask_rcnn/false_positive": 0.112823690250758, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.25, "time": 0.706167914904654, "total_loss": 1.4237237457418814} {"data_time": 0.010945652611553669, "eta_seconds": 37893.228023192845, "iteration": 216079, "loss_fcos_cls": 0.18954402895178646, "loss_fcos_ctr": 0.6153077241033316, "loss_fcos_loc": 0.16354469957877882, "loss_mask": 0.24787088111042976, "loss_maskiou": 0.004385901673231274, "loss_sem_seg": 0.19325669086538255, "lr": 0.001, "mask_rcnn/accuracy": 0.9093573906129363, "mask_rcnn/false_negative": 0.07796811073523321, "mask_rcnn/false_positive": 0.09720677828908494, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 22.0, "time": 0.6904122447595, "total_loss": 1.416999866050901} {"data_time": 0.00982927717268467, "eta_seconds": 37830.42386913579, "iteration": 216099, "loss_fcos_cls": 0.19331056156079285, "loss_fcos_ctr": 0.6122183678671718, "loss_fcos_loc": 0.1522969158104388, "loss_mask": 0.22341848351061344, "loss_maskiou": 0.003990123139374191, "loss_sem_seg": 0.20661720575299114, "lr": 0.001, "mask_rcnn/accuracy": 0.8961841375744437, "mask_rcnn/false_negative": 0.07216567363222465, "mask_rcnn/false_positive": 0.12871865163719606, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 24.5, "time": 0.6855085836723447, "total_loss": 1.396158427980481} {"data_time": 0.009970073588192463, "eta_seconds": 37818.74194205832, "iteration": 216119, "loss_fcos_cls": 0.18509750673547387, "loss_fcos_ctr": 0.6141176028177142, "loss_fcos_loc": 0.16402998007833958, "loss_mask": 0.24202737491577864, "loss_maskiou": 0.004640647799533326, "loss_sem_seg": 0.2204763633199036, "lr": 0.001, "mask_rcnn/accuracy": 0.8865251150965436, "mask_rcnn/false_negative": 0.09603545182307871, "mask_rcnn/false_positive": 0.11628699628602931, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 21.75, "time": 0.7067709043622017, "total_loss": 1.4278225300076883} {"data_time": 0.010300437919795513, "eta_seconds": 37823.538879967295, "iteration": 216139, "loss_fcos_cls": 0.1931958505883813, "loss_fcos_ctr": 0.6142328949645162, "loss_fcos_loc": 0.1656602686853148, "loss_mask": 0.25461853574961424, "loss_maskiou": 0.004576691273541655, "loss_sem_seg": 0.21067559719085693, "lr": 0.001, "mask_rcnn/accuracy": 0.883538279718667, "mask_rcnn/false_negative": 0.11076206496794144, "mask_rcnn/false_positive": 0.13562580331147162, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 31.75, "time": 0.6942626088857651, "total_loss": 1.45727654487564} {"data_time": 0.011426073499023914, "eta_seconds": 37788.312861322425, "iteration": 216159, "loss_fcos_cls": 0.20026063756085932, "loss_fcos_ctr": 0.616205919533968, "loss_fcos_loc": 0.16238189564319327, "loss_mask": 0.23421633942052722, "loss_maskiou": 0.004835095867747441, "loss_sem_seg": 0.20686293696053326, "lr": 0.001, "mask_rcnn/accuracy": 0.9060809442824749, "mask_rcnn/false_negative": 0.07435958765511502, "mask_rcnn/false_positive": 0.10724390851613463, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 22.25, "time": 0.6939082173630595, "total_loss": 1.4391372188365494} {"data_time": 0.010514826513826847, "eta_seconds": 37835.234626569785, "iteration": 216179, "loss_fcos_cls": 0.19465387403033674, "loss_fcos_ctr": 0.6163099631667137, "loss_fcos_loc": 0.16610360017511994, "loss_mask": 0.24245906388387084, "loss_maskiou": 0.00439118170470465, "loss_sem_seg": 0.19330833927961066, "lr": 0.001, "mask_rcnn/accuracy": 0.8949887699645076, "mask_rcnn/false_negative": 0.09183356860993025, "mask_rcnn/false_positive": 0.10445229373007123, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 23.5, "time": 0.7222032239660621, "total_loss": 1.4196147747970826} {"data_time": 0.010186907835304737, "eta_seconds": 37829.83560806792, "iteration": 216199, "loss_fcos_cls": 0.18814589083194733, "loss_fcos_ctr": 0.6152215069159865, "loss_fcos_loc": 0.1697272399906069, "loss_mask": 0.25013207318261266, "loss_maskiou": 0.004817226697923616, "loss_sem_seg": 0.20413522236049175, "lr": 0.001, "mask_rcnn/accuracy": 0.8878108706169034, "mask_rcnn/false_negative": 0.10840668132263026, "mask_rcnn/false_positive": 0.116002922630761, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.75, "time": 0.7154175853356719, "total_loss": 1.4352737423760118} {"data_time": 0.010507657192647457, "eta_seconds": 37802.086986405775, "iteration": 216219, "loss_fcos_cls": 0.18996909144334495, "loss_fcos_ctr": 0.6176963215693831, "loss_fcos_loc": 0.16488264151848853, "loss_mask": 0.2386546777561307, "loss_maskiou": 0.004299391868698876, "loss_sem_seg": 0.16920854873023927, "lr": 0.001, "mask_rcnn/accuracy": 0.9006593739190591, "mask_rcnn/false_negative": 0.09491943225038794, "mask_rcnn/false_positive": 0.11382273492617338, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 23.25, "time": 0.6974040688946843, "total_loss": 1.4130743956120568} {"data_time": 0.011079545132815838, "eta_seconds": 37788.02920131944, "iteration": 216239, "loss_fcos_cls": 0.1885435483418405, "loss_fcos_ctr": 0.6121074166148901, "loss_fcos_loc": 0.15834723925217986, "loss_mask": 0.24753385270014405, "loss_maskiou": 0.00436663217988098, "loss_sem_seg": 0.20689158071763813, "lr": 0.001, "mask_rcnn/accuracy": 0.890440330172473, "mask_rcnn/false_negative": 0.08298308613315913, "mask_rcnn/false_positive": 0.13202133650484305, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.5, "time": 0.6946393661201, "total_loss": 1.419564045718289} {"data_time": 0.009853299707174301, "eta_seconds": 37773.97141623311, "iteration": 216259, "loss_fcos_cls": 0.18886841274797916, "loss_fcos_ctr": 0.6143345599994063, "loss_fcos_loc": 0.1611467655748129, "loss_mask": 0.24533135816454887, "loss_maskiou": 0.004336383713962277, "loss_sem_seg": 0.20702776103280485, "lr": 0.001, "mask_rcnn/accuracy": 0.8995169930320306, "mask_rcnn/false_negative": 0.08382767905650926, "mask_rcnn/false_positive": 0.14409258147888843, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 28.0, "time": 0.69591183681041, "total_loss": 1.4341333392148954} {"data_time": 0.010580228641629219, "eta_seconds": 37764.93635149766, "iteration": 216279, "loss_fcos_cls": 0.19500920304562896, "loss_fcos_ctr": 0.6176324049010873, "loss_fcos_loc": 0.16091876989230514, "loss_mask": 0.24412936624139547, "loss_maskiou": 0.004176849171926733, "loss_sem_seg": 0.20021416572853923, "lr": 0.001, "mask_rcnn/accuracy": 0.9021805150631681, "mask_rcnn/false_negative": 0.08771777977777283, "mask_rcnn/false_positive": 0.10949117066614959, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 29.5, "time": 0.7048435732722282, "total_loss": 1.4198372477694647} {"data_time": 0.010652033612132072, "eta_seconds": 37740.558173939586, "iteration": 216299, "loss_fcos_cls": 0.18897865095641464, "loss_fcos_ctr": 0.6139562483876944, "loss_fcos_loc": 0.15879617957398295, "loss_mask": 0.2410123418085277, "loss_maskiou": 0.0041823904975899495, "loss_sem_seg": 0.1857005364727229, "lr": 0.001, "mask_rcnn/accuracy": 0.8845353185371843, "mask_rcnn/false_negative": 0.07214319838799566, "mask_rcnn/false_positive": 0.14806750733982216, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 26.75, "time": 0.6991764735430479, "total_loss": 1.3984696326224366} {"data_time": 0.009057324379682541, "eta_seconds": 37731.798060974106, "iteration": 216319, "loss_fcos_cls": 0.19905354571528733, "loss_fcos_ctr": 0.6133237914182246, "loss_fcos_loc": 0.1603868356323801, "loss_mask": 0.24191327393054962, "loss_maskiou": 0.004635967550711939, "loss_sem_seg": 0.16669281898066401, "lr": 0.001, "mask_rcnn/accuracy": 0.8958571949187839, "mask_rcnn/false_negative": 0.0796608070990403, "mask_rcnn/false_positive": 0.12293695486458316, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.75, "time": 0.7016822779551148, "total_loss": 1.3887944111647812} {"data_time": 0.010252432897686958, "eta_seconds": 37710.51184051763, "iteration": 216339, "loss_fcos_cls": 0.1879329034127295, "loss_fcos_ctr": 0.6147745023481548, "loss_fcos_loc": 0.16242209332995117, "loss_mask": 0.23715959675610065, "loss_maskiou": 0.003998610936832847, "loss_sem_seg": 0.18786851526238024, "lr": 0.001, "mask_rcnn/accuracy": 0.9148239576002815, "mask_rcnn/false_negative": 0.08904257293696982, "mask_rcnn/false_positive": 0.10419536978195214, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 27.25, "time": 0.7032615672796965, "total_loss": 1.3977649629450752} {"data_time": 0.010591003112494946, "eta_seconds": 37698.39073775709, "iteration": 216359, "loss_fcos_cls": 0.1940343959722668, "loss_fcos_ctr": 0.6133577022701502, "loss_fcos_loc": 0.15891426079906523, "loss_mask": 0.24233839800581336, "loss_maskiou": 0.0047491436162090395, "loss_sem_seg": 0.1880055379588157, "lr": 0.001, "mask_rcnn/accuracy": 0.8921902094171001, "mask_rcnn/false_negative": 0.07921639145779502, "mask_rcnn/false_positive": 0.14005889376754346, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.5, "time": 0.7081275479868054, "total_loss": 1.3959491483728925} {"data_time": 0.00929634366184473, "eta_seconds": 37689.624705715105, "iteration": 216379, "loss_fcos_cls": 0.1966108569467906, "loss_fcos_ctr": 0.6153061259537935, "loss_fcos_loc": 0.15913473087130114, "loss_mask": 0.2437487132847309, "loss_maskiou": 0.004239512723870575, "loss_sem_seg": 0.1860886395443231, "lr": 0.001, "mask_rcnn/accuracy": 0.8838513356198118, "mask_rcnn/false_negative": 0.08688378667805793, "mask_rcnn/false_positive": 0.12964731329352955, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 25.5, "time": 0.7139038061723113, "total_loss": 1.4080441567020898} {"data_time": 0.010098185390233994, "eta_seconds": 37692.164162982255, "iteration": 216399, "loss_fcos_cls": 0.19975702418014407, "loss_fcos_ctr": 0.6153950383886695, "loss_fcos_loc": 0.1639389373594895, "loss_mask": 0.24285659799352288, "loss_maskiou": 0.004183561544778058, "loss_sem_seg": 0.18327704584226012, "lr": 0.001, "mask_rcnn/accuracy": 0.892985925713569, "mask_rcnn/false_negative": 0.09518418635721529, "mask_rcnn/false_positive": 0.12404023843261636, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 32.25, "time": 0.7076587285846472, "total_loss": 1.4185356968009728} {"data_time": 0.009527038782835007, "eta_seconds": 37692.30740449857, "iteration": 216419, "loss_fcos_cls": 0.18657512590289116, "loss_fcos_ctr": 0.6140122022479773, "loss_fcos_loc": 0.15440314781153575, "loss_mask": 0.25684584956616163, "loss_maskiou": 0.004470074767596088, "loss_sem_seg": 0.19471599452663213, "lr": 0.001, "mask_rcnn/accuracy": 0.8896751314162028, "mask_rcnn/false_negative": 0.11229223954389164, "mask_rcnn/false_positive": 0.10453185139795727, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.75, "time": 0.7155746687203646, "total_loss": 1.4015882611492998} {"data_time": 0.010644336231052876, "eta_seconds": 37682.79255159013, "iteration": 216439, "loss_fcos_cls": 0.19425048655830324, "loss_fcos_ctr": 0.6142218904569745, "loss_fcos_loc": 0.15891355636995286, "loss_mask": 0.2364375814795494, "loss_maskiou": 0.0039668387835263275, "loss_sem_seg": 0.18544275709427893, "lr": 0.001, "mask_rcnn/accuracy": 0.8897564094662886, "mask_rcnn/false_negative": 0.09796812201958074, "mask_rcnn/false_positive": 0.12132733317696419, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.5, "time": 0.7059662761166692, "total_loss": 1.412907595593424} {"data_time": 0.010210990905761719, "eta_seconds": 37668.72156988643, "iteration": 216459, "loss_fcos_cls": 0.18476504343561828, "loss_fcos_ctr": 0.6119461888447404, "loss_fcos_loc": 0.15604883001651615, "loss_mask": 0.22884292155504227, "loss_maskiou": 0.003737012633791892, "loss_sem_seg": 0.21561035746708512, "lr": 0.001, "mask_rcnn/accuracy": 0.8988263684711173, "mask_rcnn/false_negative": 0.08404940328634611, "mask_rcnn/false_positive": 0.11924723194870762, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.25, "time": 0.7214329708367586, "total_loss": 1.4066919310644153} {"data_time": 0.009886565618216991, "eta_seconds": 37688.175600337796, "iteration": 216479, "loss_fcos_cls": 0.19111737998900935, "loss_fcos_ctr": 0.6159084090031683, "loss_fcos_loc": 0.15884477156214416, "loss_mask": 0.2292840424925089, "loss_maskiou": 0.0038485972690978087, "loss_sem_seg": 0.16733700898475945, "lr": 0.001, "mask_rcnn/accuracy": 0.8832723549946294, "mask_rcnn/false_negative": 0.10602199850061118, "mask_rcnn/false_positive": 0.13144131185251398, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.5, "time": 0.7198150036856532, "total_loss": 1.3731771588572883} {"data_time": 0.009971984662115574, "eta_seconds": 37640.32932701986, "iteration": 216499, "loss_fcos_cls": 0.19165607768809423, "loss_fcos_ctr": 0.6148159597069025, "loss_fcos_loc": 0.16401720116846263, "loss_mask": 0.24776498368009925, "loss_maskiou": 0.003970227375248214, "loss_sem_seg": 0.16025386843830347, "lr": 0.001, "mask_rcnn/accuracy": 0.8870260358826849, "mask_rcnn/false_negative": 0.0930071362089621, "mask_rcnn/false_positive": 0.1298113926841915, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 31.5, "time": 0.6865146178752184, "total_loss": 1.3840474997923593} {"data_time": 0.0100288400426507, "eta_seconds": 37617.798987714574, "iteration": 216519, "loss_fcos_cls": 0.19779622741043568, "loss_fcos_ctr": 0.6150296768173575, "loss_fcos_loc": 0.15973346686223522, "loss_mask": 0.23928394727408886, "loss_maskiou": 0.00388554245364503, "loss_sem_seg": 0.19943433906883, "lr": 0.001, "mask_rcnn/accuracy": 0.9035955388252862, "mask_rcnn/false_negative": 0.08080761619965232, "mask_rcnn/false_positive": 0.0996304364059861, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 20.25, "time": 0.6961243459954858, "total_loss": 1.4070749131369666} {"data_time": 0.010822664946317673, "eta_seconds": 37612.1875507338, "iteration": 216539, "loss_fcos_cls": 0.20754902821499854, "loss_fcos_ctr": 0.6175454393960536, "loss_fcos_loc": 0.17514766316162422, "loss_mask": 0.24180086376145482, "loss_maskiou": 0.004723854312032927, "loss_sem_seg": 0.1803680807352066, "lr": 0.001, "mask_rcnn/accuracy": 0.8948605904107445, "mask_rcnn/false_negative": 0.08811577810294113, "mask_rcnn/false_positive": 0.13092437087033118, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 28.75, "time": 0.7038857247680426, "total_loss": 1.4233243745402433} {"data_time": 0.009035754948854446, "eta_seconds": 37635.56441889983, "iteration": 216559, "loss_fcos_cls": 0.19937493838369846, "loss_fcos_ctr": 0.6172925978899002, "loss_fcos_loc": 0.1716314028017223, "loss_mask": 0.24370113667100668, "loss_maskiou": 0.00429902864198084, "loss_sem_seg": 0.198525533080101, "lr": 0.001, "mask_rcnn/accuracy": 0.8894531067575772, "mask_rcnn/false_negative": 0.08523319487570352, "mask_rcnn/false_positive": 0.13317341364469903, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.0, "time": 0.7239184314385056, "total_loss": 1.4210087167193706} {"data_time": 0.010977847501635551, "eta_seconds": 37584.04577444773, "iteration": 216579, "loss_fcos_cls": 0.1929006613790989, "loss_fcos_ctr": 0.6118039540015161, "loss_fcos_loc": 0.16132493817713112, "loss_mask": 0.24687696248292923, "loss_maskiou": 0.0046748711974942125, "loss_sem_seg": 0.1777390835341066, "lr": 0.001, "mask_rcnn/accuracy": 0.8932546141049488, "mask_rcnn/false_negative": 0.09392869040016304, "mask_rcnn/false_positive": 0.11475977572635322, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 33.0, "time": 0.7267921548336744, "total_loss": 1.3960873062205792} {"data_time": 0.010281354188919067, "eta_seconds": 37553.20025492925, "iteration": 216599, "loss_fcos_cls": 0.19344659498892725, "loss_fcos_ctr": 0.6153214275836945, "loss_fcos_loc": 0.15947472921106964, "loss_mask": 0.2442228915169835, "loss_maskiou": 0.00449041927640792, "loss_sem_seg": 0.17534600687213242, "lr": 0.001, "mask_rcnn/accuracy": 0.8920783175021161, "mask_rcnn/false_negative": 0.08972074780483447, "mask_rcnn/false_positive": 0.1199347917092288, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 27.0, "time": 0.6933951620012522, "total_loss": 1.3890972464141669} {"data_time": 0.010200494900345802, "eta_seconds": 37475.633824175224, "iteration": 216619, "loss_fcos_cls": 0.18466753972461447, "loss_fcos_ctr": 0.6108692716807127, "loss_fcos_loc": 0.16401382407639176, "loss_mask": 0.24049471039325, "loss_maskiou": 0.004034716039313935, "loss_sem_seg": 0.20886178349610418, "lr": 0.001, "mask_rcnn/accuracy": 0.8989497394702561, "mask_rcnn/false_negative": 0.09757717571158764, "mask_rcnn/false_positive": 0.11338034777126493, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 23.0, "time": 0.6855101464316249, "total_loss": 1.4320662248428562} {"data_time": 0.010446668602526188, "eta_seconds": 37435.01736529637, "iteration": 216639, "loss_fcos_cls": 0.18563720921520144, "loss_fcos_ctr": 0.6115086553618312, "loss_fcos_loc": 0.15563691867282614, "loss_mask": 0.23954537138342857, "loss_maskiou": 0.00406153044605162, "loss_sem_seg": 0.18773869576398283, "lr": 0.001, "mask_rcnn/accuracy": 0.8976473241712571, "mask_rcnn/false_negative": 0.08750731599571224, "mask_rcnn/false_positive": 0.11621611618778985, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.75, "time": 0.6990774143487215, "total_loss": 1.3661739842573297} {"data_time": 0.010846207849681377, "eta_seconds": 37379.34852112271, "iteration": 216659, "loss_fcos_cls": 0.19284714723471552, "loss_fcos_ctr": 0.6174976965412498, "loss_fcos_loc": 0.1663428565952927, "loss_mask": 0.2446227604523301, "loss_maskiou": 0.004387055538245477, "loss_sem_seg": 0.18806180346291512, "lr": 0.001, "mask_rcnn/accuracy": 0.8941965810402029, "mask_rcnn/false_negative": 0.09519539534988437, "mask_rcnn/false_positive": 0.11672534668373041, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 34.5, "time": 0.6872471673414111, "total_loss": 1.4256540711066918} {"data_time": 0.010995015501976013, "eta_seconds": 37365.33328011818, "iteration": 216679, "loss_fcos_cls": 0.18561285315081477, "loss_fcos_ctr": 0.6135491281747818, "loss_fcos_loc": 0.1588612359482795, "loss_mask": 0.23642247123643756, "loss_maskiou": 0.003930091650545364, "loss_sem_seg": 0.18838932341895998, "lr": 0.001, "mask_rcnn/accuracy": 0.9024048681972789, "mask_rcnn/false_negative": 0.08237831263270617, "mask_rcnn/false_positive": 0.127618998614214, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.25, "time": 0.6974459849298, "total_loss": 1.3874312902953534} {"data_time": 0.010693279094994068, "eta_seconds": 37341.15043915529, "iteration": 216699, "loss_fcos_cls": 0.1879638961981982, "loss_fcos_ctr": 0.6147239999845624, "loss_fcos_loc": 0.15637706266716123, "loss_mask": 0.23095554998144507, "loss_maskiou": 0.0043327709136065096, "loss_sem_seg": 0.2126283310353756, "lr": 0.001, "mask_rcnn/accuracy": 0.8994109156820622, "mask_rcnn/false_negative": 0.09050699718046136, "mask_rcnn/false_positive": 0.12391843006315066, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.5, "time": 0.6950569925829768, "total_loss": 1.410566909758927} {"data_time": 0.010793483816087246, "eta_seconds": 37309.91945542488, "iteration": 216719, "loss_fcos_cls": 0.19795829965732992, "loss_fcos_ctr": 0.6122643388807774, "loss_fcos_loc": 0.1650189880747348, "loss_mask": 0.24353032000362873, "loss_maskiou": 0.004301033011870459, "loss_sem_seg": 0.18981587706366554, "lr": 0.001, "mask_rcnn/accuracy": 0.8863630788854003, "mask_rcnn/false_negative": 0.09160083255231838, "mask_rcnn/false_positive": 0.13628868321418813, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.25, "time": 0.6943276114761829, "total_loss": 1.4192011663253652} {"data_time": 0.010515996254980564, "eta_seconds": 37298.86270736996, "iteration": 216739, "loss_fcos_cls": 0.18259163876064122, "loss_fcos_ctr": 0.6149594141170382, "loss_fcos_loc": 0.16359735978767276, "loss_mask": 0.24747493211179972, "loss_maskiou": 0.004918758902931586, "loss_sem_seg": 0.18743273301515728, "lr": 0.001, "mask_rcnn/accuracy": 0.8913477307131643, "mask_rcnn/false_negative": 0.09475239408224963, "mask_rcnn/false_positive": 0.13100466526496427, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7297514416277409, "total_loss": 1.41702421620721} {"data_time": 0.010587511584162712, "eta_seconds": 37288.6230801763, "iteration": 216759, "loss_fcos_cls": 0.18828832381404936, "loss_fcos_ctr": 0.6153237214311957, "loss_fcos_loc": 0.16908345476258546, "loss_mask": 0.23752717627212405, "loss_maskiou": 0.004224268153848243, "loss_sem_seg": 0.1730063232826069, "lr": 0.001, "mask_rcnn/accuracy": 0.8908731768491132, "mask_rcnn/false_negative": 0.09397429275522279, "mask_rcnn/false_positive": 0.12391571020907288, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 23.75, "time": 0.7047479199245572, "total_loss": 1.3948035357607296} {"data_time": 0.010464577004313469, "eta_seconds": 37278.259781542234, "iteration": 216779, "loss_fcos_cls": 0.1880956874229014, "loss_fcos_ctr": 0.615583935752511, "loss_fcos_loc": 0.1642319515813142, "loss_mask": 0.2391814198344946, "loss_maskiou": 0.004688208471634425, "loss_sem_seg": 0.19461147161200643, "lr": 0.001, "mask_rcnn/accuracy": 0.9057583971088435, "mask_rcnn/false_negative": 0.07696305428128562, "mask_rcnn/false_positive": 0.10702416209606291, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 29.0, "time": 0.7000306537374854, "total_loss": 1.407731472831074} {"data_time": 0.009687477722764015, "eta_seconds": 37281.24183409102, "iteration": 216799, "loss_fcos_cls": 0.1956424560630694, "loss_fcos_ctr": 0.6151212533004582, "loss_fcos_loc": 0.16094777174293995, "loss_mask": 0.2454071450047195, "loss_maskiou": 0.004316244270739844, "loss_sem_seg": 0.2008271946106106, "lr": 0.001, "mask_rcnn/accuracy": 0.8851923677634319, "mask_rcnn/false_negative": 0.09530878942419585, "mask_rcnn/false_positive": 0.1269681066948375, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 30.0, "time": 0.722393517382443, "total_loss": 1.4330910316384688} {"data_time": 0.010428954847157001, "eta_seconds": 37249.776802123524, "iteration": 216819, "loss_fcos_cls": 0.18920960347168148, "loss_fcos_ctr": 0.614397082477808, "loss_fcos_loc": 0.16297242837026715, "loss_mask": 0.24606112763285637, "loss_maskiou": 0.004143754602409899, "loss_sem_seg": 0.20459831226617098, "lr": 0.001, "mask_rcnn/accuracy": 0.8885759164777023, "mask_rcnn/false_negative": 0.09105548309915089, "mask_rcnn/false_positive": 0.12272057463543795, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 24.0, "time": 0.6770709445700049, "total_loss": 1.4538848407464684} {"data_time": 0.00964133720844984, "eta_seconds": 37235.76812353451, "iteration": 216839, "loss_fcos_cls": 0.19043348671402782, "loss_fcos_ctr": 0.6150788520462811, "loss_fcos_loc": 0.16376716876402497, "loss_mask": 0.2494730269536376, "loss_maskiou": 0.004448934421816375, "loss_sem_seg": 0.19221612578257918, "lr": 0.001, "mask_rcnn/accuracy": 0.8760651774380293, "mask_rcnn/false_negative": 0.10286211908029205, "mask_rcnn/false_positive": 0.1560142073247317, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 32.0, "time": 0.6990259205922484, "total_loss": 1.4088507257038145} {"data_time": 0.010618360713124275, "eta_seconds": 37218.58565961663, "iteration": 216859, "loss_fcos_cls": 0.1941427632700652, "loss_fcos_ctr": 0.6122432509437203, "loss_fcos_loc": 0.15995960461441427, "loss_mask": 0.24474379979074, "loss_maskiou": 0.004615904863385367, "loss_sem_seg": 0.2026163055561483, "lr": 0.001, "mask_rcnn/accuracy": 0.8964446268017696, "mask_rcnn/false_negative": 0.06712673613858489, "mask_rcnn/false_positive": 0.1355742676364049, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.0, "time": 0.6960700610652566, "total_loss": 1.4155538970735506} {"data_time": 0.010657832026481628, "eta_seconds": 37215.3638861049, "iteration": 216879, "loss_fcos_cls": 0.19097211072221398, "loss_fcos_ctr": 0.6148227658122778, "loss_fcos_loc": 0.162868989049457, "loss_mask": 0.2446268368512392, "loss_maskiou": 0.004393350260215811, "loss_sem_seg": 0.16957878111861646, "lr": 0.001, "mask_rcnn/accuracy": 0.906802876828387, "mask_rcnn/false_negative": 0.08018875273950363, "mask_rcnn/false_positive": 0.10483718954087148, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.0, "time": 0.7218091888353229, "total_loss": 1.42221664016688} {"data_time": 0.01004067249596119, "eta_seconds": 37190.57069139276, "iteration": 216899, "loss_fcos_cls": 0.19136303570121527, "loss_fcos_ctr": 0.6133045013993979, "loss_fcos_loc": 0.15862662147264928, "loss_mask": 0.25549895921722054, "loss_maskiou": 0.0049569557450013235, "loss_sem_seg": 0.1909815773833543, "lr": 0.001, "mask_rcnn/accuracy": 0.8710840932117527, "mask_rcnn/false_negative": 0.10132859174096934, "mask_rcnn/false_positive": 0.15383493331045806, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.75, "time": 0.6818210016936064, "total_loss": 1.4152248679311015} {"data_time": 0.009416164830327034, "eta_seconds": 37207.59567139018, "iteration": 216919, "loss_fcos_cls": 0.1813215750735253, "loss_fcos_ctr": 0.6138473465107381, "loss_fcos_loc": 0.1571920943679288, "loss_mask": 0.24886233545839787, "loss_maskiou": 0.004236751694406848, "loss_sem_seg": 0.18093945318832994, "lr": 0.001, "mask_rcnn/accuracy": 0.8977431757636924, "mask_rcnn/false_negative": 0.10198698761554799, "mask_rcnn/false_positive": 0.12466574855257237, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.5, "time": 0.7189689986407757, "total_loss": 1.3878766529160202} {"data_time": 0.009325087070465088, "eta_seconds": 37221.70044730324, "iteration": 216939, "loss_fcos_cls": 0.19125891744624823, "loss_fcos_ctr": 0.6137756891548634, "loss_fcos_loc": 0.155609936802648, "loss_mask": 0.24604058545082808, "loss_maskiou": 0.004020541877252981, "loss_sem_seg": 0.20856885355897248, "lr": 0.001, "mask_rcnn/accuracy": 0.8849467418546366, "mask_rcnn/false_negative": 0.10081736975636416, "mask_rcnn/false_positive": 0.14459652056798913, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.0, "time": 0.7233629189431667, "total_loss": 1.4076374586875318} {"data_time": 0.010023712180554867, "eta_seconds": 37214.00743213296, "iteration": 216959, "loss_fcos_cls": 0.1974749993532896, "loss_fcos_ctr": 0.6150140073150396, "loss_fcos_loc": 0.17279819655232131, "loss_mask": 0.24236927460879087, "loss_maskiou": 0.005116055232065264, "loss_sem_seg": 0.17981650354340672, "lr": 0.001, "mask_rcnn/accuracy": 0.9025988520408164, "mask_rcnn/false_negative": 0.09307730780143764, "mask_rcnn/false_positive": 0.09803926614648006, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 25.0, "time": 0.7168329451233149, "total_loss": 1.4170262748666573} {"data_time": 0.010634783655405045, "eta_seconds": 37206.888960300945, "iteration": 216979, "loss_fcos_cls": 0.1974313041428104, "loss_fcos_ctr": 0.6132887583225965, "loss_fcos_loc": 0.16428696550428867, "loss_mask": 0.24732431676238775, "loss_maskiou": 0.004263288454239955, "loss_sem_seg": 0.16975936433300376, "lr": 0.001, "mask_rcnn/accuracy": 0.8990332975295381, "mask_rcnn/false_negative": 0.09952731045482652, "mask_rcnn/false_positive": 0.11172926499869423, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.7221207693219185, "total_loss": 1.408609539113968} {"data_time": 0.010462451726198196, "eta_seconds": 37185.943098932505, "iteration": 216999, "loss_fcos_cls": 0.19037861085962504, "loss_fcos_ctr": 0.6122113820165396, "loss_fcos_loc": 0.16073815984418616, "loss_mask": 0.23485528072342277, "loss_maskiou": 0.003977516633312916, "loss_sem_seg": 0.20167826511897147, "lr": 0.001, "mask_rcnn/accuracy": 0.8980197892335375, "mask_rcnn/false_negative": 0.08419916275924963, "mask_rcnn/false_positive": 0.12101865812867399, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 24.25, "time": 0.6996230399236083, "total_loss": 1.4172998708563682} {"data_time": 0.010098070837557316, "eta_seconds": 37251.07671984006, "iteration": 217019, "loss_fcos_cls": 0.19018877064809203, "loss_fcos_ctr": 0.616668842267245, "loss_fcos_loc": 0.16818287270143628, "loss_mask": 0.24626110214740038, "loss_maskiou": 0.004411002810229547, "loss_sem_seg": 0.1774466794449836, "lr": 0.001, "mask_rcnn/accuracy": 0.8811003513247404, "mask_rcnn/false_negative": 0.09467482527453366, "mask_rcnn/false_positive": 0.13264499713603678, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 25.0, "time": 0.7197427973151207, "total_loss": 1.4138140956438292} {"data_time": 0.010119115933775902, "eta_seconds": 37237.014668644406, "iteration": 217039, "loss_fcos_cls": 0.18094681960064918, "loss_fcos_ctr": 0.6134831942617893, "loss_fcos_loc": 0.15786157874390483, "loss_mask": 0.24286761414259672, "loss_maskiou": 0.004146057242905954, "loss_sem_seg": 0.17633004137314856, "lr": 0.001, "mask_rcnn/accuracy": 0.9052850488021296, "mask_rcnn/false_negative": 0.07871230679201485, "mask_rcnn/false_positive": 0.11378656875534127, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.75, "time": 0.7188247125595808, "total_loss": 1.4089528130316467} {"data_time": 0.009940902702510357, "eta_seconds": 37240.724017230794, "iteration": 217059, "loss_fcos_cls": 0.18917846120893955, "loss_fcos_ctr": 0.612313483376056, "loss_fcos_loc": 0.15742472326382995, "loss_mask": 0.24833127483725548, "loss_maskiou": 0.004594594538502861, "loss_sem_seg": 0.17718971567228436, "lr": 0.001, "mask_rcnn/accuracy": 0.8764386514765559, "mask_rcnn/false_negative": 0.10455883159508102, "mask_rcnn/false_positive": 0.14815398864467094, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.25, "time": 0.7090702969580889, "total_loss": 1.3883235605480877} {"data_time": 0.010168344713747501, "eta_seconds": 37262.126959381625, "iteration": 217079, "loss_fcos_cls": 0.21037718374282122, "loss_fcos_ctr": 0.6134253945201635, "loss_fcos_loc": 0.16456211544573307, "loss_mask": 0.2489982144907117, "loss_maskiou": 0.004843681803322397, "loss_sem_seg": 0.19974001217633486, "lr": 0.001, "mask_rcnn/accuracy": 0.8974679603984451, "mask_rcnn/false_negative": 0.08767822953034206, "mask_rcnn/false_positive": 0.12248683730786081, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.0, "time": 0.7144588064402342, "total_loss": 1.4387192584545119} {"data_time": 0.009921076707541943, "eta_seconds": 37282.859701021574, "iteration": 217099, "loss_fcos_cls": 0.1889550987398252, "loss_fcos_ctr": 0.6148950273636729, "loss_fcos_loc": 0.15654702601023018, "loss_mask": 0.23846074054017663, "loss_maskiou": 0.004261203841451788, "loss_sem_seg": 0.20281969395000488, "lr": 0.001, "mask_rcnn/accuracy": 0.8922738738352485, "mask_rcnn/false_negative": 0.10012677921956262, "mask_rcnn/false_positive": 0.11317931187692451, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.0, "time": 0.7055053953081369, "total_loss": 1.407205784249527} {"data_time": 0.01024283841252327, "eta_seconds": 37256.19812184479, "iteration": 217119, "loss_fcos_cls": 0.19206496234983206, "loss_fcos_ctr": 0.6168894469738007, "loss_fcos_loc": 0.1641761315986514, "loss_mask": 0.2534382939338684, "loss_maskiou": 0.004993793023459148, "loss_sem_seg": 0.20127903670072556, "lr": 0.001, "mask_rcnn/accuracy": 0.8988771694297302, "mask_rcnn/false_negative": 0.08962407539753031, "mask_rcnn/false_positive": 0.11092787732550571, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.75, "time": 0.6994625702500343, "total_loss": 1.4392099725100707} {"data_time": 0.00996464490890503, "eta_seconds": 37258.188238921575, "iteration": 217139, "loss_fcos_cls": 0.20267692673951387, "loss_fcos_ctr": 0.6134153371676803, "loss_fcos_loc": 0.16771708583110012, "loss_mask": 0.24898526491597295, "loss_maskiou": 0.00414540886413306, "loss_sem_seg": 0.19571442273445427, "lr": 0.001, "mask_rcnn/accuracy": 0.8684266165705412, "mask_rcnn/false_negative": 0.09637170672741177, "mask_rcnn/false_positive": 0.15626250126437324, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 28.0, "time": 0.703548738732934, "total_loss": 1.4355409874260658} {"data_time": 0.009982701390981674, "eta_seconds": 37263.76161761116, "iteration": 217159, "loss_fcos_cls": 0.18289931630715728, "loss_fcos_ctr": 0.6130755171179771, "loss_fcos_loc": 0.1561751349363476, "loss_mask": 0.24754277896136045, "loss_maskiou": 0.00435264428233495, "loss_sem_seg": 0.19422989222221076, "lr": 0.001, "mask_rcnn/accuracy": 0.9022751027494331, "mask_rcnn/false_negative": 0.0849993574603016, "mask_rcnn/false_positive": 0.11423960841364406, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.5, "time": 0.7175311064347625, "total_loss": 1.396385609443314} {"data_time": 0.009047377854585648, "eta_seconds": 37234.36716986261, "iteration": 217179, "loss_fcos_cls": 0.18714884109795094, "loss_fcos_ctr": 0.613696085754782, "loss_fcos_loc": 0.1600168482400477, "loss_mask": 0.2403017901815474, "loss_maskiou": 0.004329085873905569, "loss_sem_seg": 0.19808639748953283, "lr": 0.001, "mask_rcnn/accuracy": 0.8850389468462129, "mask_rcnn/false_negative": 0.1039463520914781, "mask_rcnn/false_positive": 0.1305747886555081, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.5, "time": 0.7094395076856017, "total_loss": 1.396628715985571} {"data_time": 0.009780285879969597, "eta_seconds": 37222.88696376141, "iteration": 217199, "loss_fcos_cls": 0.1942627294920385, "loss_fcos_ctr": 0.6154148820787668, "loss_fcos_loc": 0.17000735993497074, "loss_mask": 0.24544405937194824, "loss_maskiou": 0.004453693596587982, "loss_sem_seg": 0.16959633096121252, "lr": 0.001, "mask_rcnn/accuracy": 0.8738251879699248, "mask_rcnn/false_negative": 0.10218831465554495, "mask_rcnn/false_positive": 0.13829894970195167, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.5, "time": 0.7295114519074559, "total_loss": 1.3673195449082414} {"data_time": 0.010076886042952538, "eta_seconds": 37201.80158223491, "iteration": 217219, "loss_fcos_cls": 0.19517209473997355, "loss_fcos_ctr": 0.6131511987186968, "loss_fcos_loc": 0.1655120560899377, "loss_mask": 0.24274538969621062, "loss_maskiou": 0.004415447907376802, "loss_sem_seg": 0.1776028370950371, "lr": 0.001, "mask_rcnn/accuracy": 0.8852625468768311, "mask_rcnn/false_negative": 0.10051404013451912, "mask_rcnn/false_positive": 0.11768852641477674, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 26.75, "time": 0.6845128741115332, "total_loss": 1.3951504672404553} {"data_time": 0.009371626190841198, "eta_seconds": 37184.19237227272, "iteration": 217239, "loss_fcos_cls": 0.1896904899040237, "loss_fcos_ctr": 0.6124677509069443, "loss_fcos_loc": 0.15221089497208595, "loss_mask": 0.22763901064172387, "loss_maskiou": 0.004615344983903924, "loss_sem_seg": 0.17929962422931567, "lr": 0.001, "mask_rcnn/accuracy": 0.8985703656462585, "mask_rcnn/false_negative": 0.08875571729326884, "mask_rcnn/false_positive": 0.12298556109114488, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.75, "time": 0.6973565146327019, "total_loss": 1.3728198987882934} {"data_time": 0.009057681076228619, "eta_seconds": 37152.28152216319, "iteration": 217259, "loss_fcos_cls": 0.1900354919489473, "loss_fcos_ctr": 0.6162242004647851, "loss_fcos_loc": 0.16982496506534517, "loss_mask": 0.2481382777914405, "loss_maskiou": 0.004639913575374521, "loss_sem_seg": 0.18145223194733262, "lr": 0.001, "mask_rcnn/accuracy": 0.8919329298883732, "mask_rcnn/false_negative": 0.08360899187386804, "mask_rcnn/false_positive": 0.12383710795410041, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.75, "time": 0.6818293295800686, "total_loss": 1.4219494726348785} {"data_time": 0.009496128186583519, "eta_seconds": 37163.87557150237, "iteration": 217279, "loss_fcos_cls": 0.1936845852760598, "loss_fcos_ctr": 0.6139861978590488, "loss_fcos_loc": 0.1636016332777217, "loss_mask": 0.2383778328076005, "loss_maskiou": 0.004411372523463797, "loss_sem_seg": 0.18827074114233255, "lr": 0.001, "mask_rcnn/accuracy": 0.9009745345506623, "mask_rcnn/false_negative": 0.07469285071521643, "mask_rcnn/false_positive": 0.10966946674948572, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 26.0, "time": 0.7248610612004995, "total_loss": 1.4091831575387914} {"data_time": 0.010058043524622917, "eta_seconds": 37145.41492554825, "iteration": 217299, "loss_fcos_cls": 0.1902497705013957, "loss_fcos_ctr": 0.6123649459332228, "loss_fcos_loc": 0.15666602703277022, "loss_mask": 0.2364943278953433, "loss_maskiou": 0.004448411367775407, "loss_sem_seg": 0.18251942633651197, "lr": 0.001, "mask_rcnn/accuracy": 0.8925352283770651, "mask_rcnn/false_negative": 0.09745038895619904, "mask_rcnn/false_positive": 0.14353985192190283, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.25, "time": 0.6986836520954967, "total_loss": 1.3795043260397506} {"data_time": 0.010316692292690277, "eta_seconds": 37138.2910955837, "iteration": 217319, "loss_fcos_cls": 0.19128766213543713, "loss_fcos_ctr": 0.6175731564871967, "loss_fcos_loc": 0.16818210797646316, "loss_mask": 0.24742167885415256, "loss_maskiou": 0.004524965574091766, "loss_sem_seg": 0.203514990163967, "lr": 0.001, "mask_rcnn/accuracy": 0.8842786174620224, "mask_rcnn/false_negative": 0.098630797668917, "mask_rcnn/false_positive": 0.13592949468764304, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.75, "time": 0.7059340663254261, "total_loss": 1.443998442926386} {"data_time": 0.009249749593436718, "eta_seconds": 37113.419333703816, "iteration": 217339, "loss_fcos_cls": 0.19173503969796002, "loss_fcos_ctr": 0.6125662196427584, "loss_fcos_loc": 0.1597046768583823, "loss_mask": 0.2248734375461936, "loss_maskiou": 0.004448818370292429, "loss_sem_seg": 0.17779970541596413, "lr": 0.001, "mask_rcnn/accuracy": 0.9059805484693878, "mask_rcnn/false_negative": 0.07662748158448746, "mask_rcnn/false_positive": 0.10266354515003648, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 28.75, "time": 0.6725961677730083, "total_loss": 1.3786234299259377} {"data_time": 0.010428410023450851, "eta_seconds": 37096.442576006055, "iteration": 217359, "loss_fcos_cls": 0.18772453581914306, "loss_fcos_ctr": 0.6133141461759806, "loss_fcos_loc": 0.1576139914104715, "loss_mask": 0.2378950845450163, "loss_maskiou": 0.003936132401577197, "loss_sem_seg": 0.19369183073285967, "lr": 0.001, "mask_rcnn/accuracy": 0.8904124149659864, "mask_rcnn/false_negative": 0.08257950121554787, "mask_rcnn/false_positive": 0.11570312793435752, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 26.5, "time": 0.7032269611954689, "total_loss": 1.3723843904517707} {"data_time": 0.01044121291488409, "eta_seconds": 37082.34845067561, "iteration": 217379, "loss_fcos_cls": 0.18648997670970857, "loss_fcos_ctr": 0.6159068818669766, "loss_fcos_loc": 0.1619170259218663, "loss_mask": 0.23277595918625593, "loss_maskiou": 0.004300603082810994, "loss_sem_seg": 0.17863617604598403, "lr": 0.001, "mask_rcnn/accuracy": 0.890854193239796, "mask_rcnn/false_negative": 0.08586086373343753, "mask_rcnn/false_positive": 0.1298884310524589, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7142429687082767, "total_loss": 1.3772700139452354} {"data_time": 0.009546020068228245, "eta_seconds": 37059.82467841171, "iteration": 217399, "loss_fcos_cls": 0.18044130626367405, "loss_fcos_ctr": 0.6140882978215814, "loss_fcos_loc": 0.15610750892665237, "loss_mask": 0.2371084881015122, "loss_maskiou": 0.003957038126827683, "loss_sem_seg": 0.18774048576597124, "lr": 0.001, "mask_rcnn/accuracy": 0.9015158948194663, "mask_rcnn/false_negative": 0.09671840071394365, "mask_rcnn/false_positive": 0.12184954722447758, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 23.25, "time": 0.6963578416034579, "total_loss": 1.3867136262670101} {"data_time": 0.010527517646551132, "eta_seconds": 37060.83494051825, "iteration": 217419, "loss_fcos_cls": 0.18506851827260107, "loss_fcos_ctr": 0.6123653696849942, "loss_fcos_loc": 0.15806910127867013, "loss_mask": 0.24380148062482476, "loss_maskiou": 0.004643378448236035, "loss_sem_seg": 0.19105380401015282, "lr": 0.001, "mask_rcnn/accuracy": 0.8883132994577141, "mask_rcnn/false_negative": 0.08817532961939083, "mask_rcnn/false_positive": 0.13647613918056717, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 23.5, "time": 0.731876939535141, "total_loss": 1.3890870527393417} {"data_time": 0.01020102109760046, "eta_seconds": 37043.23904548865, "iteration": 217439, "loss_fcos_cls": 0.19439360167598352, "loss_fcos_ctr": 0.6156849656254053, "loss_fcos_loc": 0.1654633933212608, "loss_mask": 0.25985423382371664, "loss_maskiou": 0.004590927070239559, "loss_sem_seg": 0.20205896720290184, "lr": 0.001, "mask_rcnn/accuracy": 0.8848817380212954, "mask_rcnn/false_negative": 0.0895014326784507, "mask_rcnn/false_positive": 0.15291072908907544, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.25, "time": 0.7011887347325683, "total_loss": 1.4367635173766757} {"data_time": 0.009918506257236004, "eta_seconds": 37029.14371281024, "iteration": 217459, "loss_fcos_cls": 0.19511063094250858, "loss_fcos_ctr": 0.6149265579879284, "loss_fcos_loc": 0.16403594438452274, "loss_mask": 0.25313120940700173, "loss_maskiou": 0.004325728157709818, "loss_sem_seg": 0.19269491266459227, "lr": 0.001, "mask_rcnn/accuracy": 0.8967212490323007, "mask_rcnn/false_negative": 0.0854326788626808, "mask_rcnn/false_positive": 0.14113862806482247, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.25, "time": 0.712036213837564, "total_loss": 1.4088854834953963} {"data_time": 0.010223519057035446, "eta_seconds": 37018.544948003255, "iteration": 217479, "loss_fcos_cls": 0.20955527492333204, "loss_fcos_ctr": 0.6153144063428044, "loss_fcos_loc": 0.1659002318046987, "loss_mask": 0.2525064847432077, "loss_maskiou": 0.0041651352439657785, "loss_sem_seg": 0.2067260267212987, "lr": 0.001, "mask_rcnn/accuracy": 0.8939094180287599, "mask_rcnn/false_negative": 0.09961675502838024, "mask_rcnn/false_positive": 0.13331946855003873, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.75, "time": 0.7084476165473461, "total_loss": 1.452575887706189} {"data_time": 0.01032887864857912, "eta_seconds": 37005.37475323584, "iteration": 217499, "loss_fcos_cls": 0.19578566099517047, "loss_fcos_ctr": 0.6161021669395268, "loss_fcos_loc": 0.16865949443308637, "loss_mask": 0.23902583634480834, "loss_maskiou": 0.004032138491311343, "loss_sem_seg": 0.1711795335286297, "lr": 0.001, "mask_rcnn/accuracy": 0.8856191137496818, "mask_rcnn/false_negative": 0.08437078946861376, "mask_rcnn/false_positive": 0.12125637873428965, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 35.25, "time": 0.6922920597717166, "total_loss": 1.4154764584236545} {"data_time": 0.009808922186493874, "eta_seconds": 36997.29798195418, "iteration": 217519, "loss_fcos_cls": 0.1890028506750241, "loss_fcos_ctr": 0.6159054518211633, "loss_fcos_loc": 0.15873003960587084, "loss_mask": 0.23939425498247147, "loss_maskiou": 0.004091984301339835, "loss_sem_seg": 0.17830241937190294, "lr": 0.001, "mask_rcnn/accuracy": 0.8887503356605799, "mask_rcnn/false_negative": 0.08276999512060951, "mask_rcnn/false_positive": 0.11873151480296787, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.5, "time": 0.694855596870184, "total_loss": 1.384990108475904} {"data_time": 0.009107732214033604, "eta_seconds": 36972.76238209661, "iteration": 217539, "loss_fcos_cls": 0.18976496066898108, "loss_fcos_ctr": 0.6143002789467573, "loss_fcos_loc": 0.16020849317283137, "loss_mask": 0.22986930329352617, "loss_maskiou": 0.003699030123243574, "loss_sem_seg": 0.1777697975630872, "lr": 0.001, "mask_rcnn/accuracy": 0.9112411929057338, "mask_rcnn/false_negative": 0.07848214091095618, "mask_rcnn/false_positive": 0.10442550708831155, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 28.25, "time": 0.6769191138446331, "total_loss": 1.4104919139122103} {"data_time": 0.010098256170749664, "eta_seconds": 36947.097316792235, "iteration": 217559, "loss_fcos_cls": 0.18294435134157538, "loss_fcos_ctr": 0.6144912280142307, "loss_fcos_loc": 0.16336226486600935, "loss_mask": 0.24445069581270218, "loss_maskiou": 0.00480466798398993, "loss_sem_seg": 0.20017560198903084, "lr": 0.001, "mask_rcnn/accuracy": 0.8873505440311718, "mask_rcnn/false_negative": 0.0904164871684204, "mask_rcnn/false_positive": 0.11997247837069382, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.75, "time": 0.6908926628530025, "total_loss": 1.3693065122133703} {"data_time": 0.009418626315891743, "eta_seconds": 36908.97432791814, "iteration": 217579, "loss_fcos_cls": 0.18508237472269684, "loss_fcos_ctr": 0.6153946658596396, "loss_fcos_loc": 0.15858291101176292, "loss_mask": 0.23435387341305614, "loss_maskiou": 0.0040139171560440445, "loss_sem_seg": 0.19405487668700516, "lr": 0.001, "mask_rcnn/accuracy": 0.8978396045918368, "mask_rcnn/false_negative": 0.08361378277734, "mask_rcnn/false_positive": 0.12959904809712108, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.75, "time": 0.7035499354824424, "total_loss": 1.4109902971431438} {"data_time": 0.01038992777466774, "eta_seconds": 36880.68683182821, "iteration": 217599, "loss_fcos_cls": 0.17874160851351917, "loss_fcos_ctr": 0.6130789192393422, "loss_fcos_loc": 0.15205834538210183, "loss_mask": 0.24134709732607007, "loss_maskiou": 0.004430626984685659, "loss_sem_seg": 0.19773604441434145, "lr": 0.001, "mask_rcnn/accuracy": 0.885833548382472, "mask_rcnn/false_negative": 0.1025587064190096, "mask_rcnn/false_positive": 0.14520303827030343, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 35.5, "time": 0.6923570912331343, "total_loss": 1.4193457302753814} {"data_time": 0.010418380610644817, "eta_seconds": 36880.81082525477, "iteration": 217619, "loss_fcos_cls": 0.19649547094013542, "loss_fcos_ctr": 0.6150485696271062, "loss_fcos_loc": 0.16937856562435627, "loss_mask": 0.24642190290614963, "loss_maskiou": 0.004940581173286773, "loss_sem_seg": 0.18598439870402217, "lr": 0.001, "mask_rcnn/accuracy": 0.8798990287108632, "mask_rcnn/false_negative": 0.11350090445646377, "mask_rcnn/false_positive": 0.12396717265909121, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 29.5, "time": 0.7013523951172829, "total_loss": 1.4095376502627914} {"data_time": 0.009973737411201, "eta_seconds": 36890.7336359825, "iteration": 217639, "loss_fcos_cls": 0.18821551254950464, "loss_fcos_ctr": 0.6136199263855815, "loss_fcos_loc": 0.1673372625373304, "loss_mask": 0.24544488079845905, "loss_maskiou": 0.004663949606765527, "loss_sem_seg": 0.21309351129457355, "lr": 0.001, "mask_rcnn/accuracy": 0.8886926020408163, "mask_rcnn/false_negative": 0.08620948039162124, "mask_rcnn/false_positive": 0.1361600462405682, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.25, "time": 0.6942477272823453, "total_loss": 1.4433541111502564} {"data_time": 0.010727977380156517, "eta_seconds": 36903.15522449557, "iteration": 217659, "loss_fcos_cls": 0.19311818521237, "loss_fcos_ctr": 0.6146926190704107, "loss_fcos_loc": 0.16168653895147145, "loss_mask": 0.23948131408542395, "loss_maskiou": 0.003946796561649535, "loss_sem_seg": 0.18732606316916645, "lr": 0.001, "mask_rcnn/accuracy": 0.904970057521078, "mask_rcnn/false_negative": 0.08822430417088442, "mask_rcnn/false_positive": 0.11181001887676226, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 28.0, "time": 0.7225440684705973, "total_loss": 1.4193627881322755} {"data_time": 0.010382354259490967, "eta_seconds": 36899.619904418476, "iteration": 217679, "loss_fcos_cls": 0.19423739693593234, "loss_fcos_ctr": 0.6151366420090199, "loss_fcos_loc": 0.16778491798322648, "loss_mask": 0.24252921529114246, "loss_maskiou": 0.004300417014746927, "loss_sem_seg": 0.19455319549888372, "lr": 0.001, "mask_rcnn/accuracy": 0.9126847854526425, "mask_rcnn/false_negative": 0.07225906791046177, "mask_rcnn/false_positive": 0.1310803424016238, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.5, "time": 0.7176537699997425, "total_loss": 1.417846897020354} {"data_time": 0.010764344595372677, "eta_seconds": 36885.51481472049, "iteration": 217699, "loss_fcos_cls": 0.1952886659419164, "loss_fcos_ctr": 0.6142319752834737, "loss_fcos_loc": 0.16552648309152573, "loss_mask": 0.24684652825817466, "loss_maskiou": 0.0040685903950361535, "loss_sem_seg": 0.1781075180042535, "lr": 0.001, "mask_rcnn/accuracy": 0.8784781480159631, "mask_rcnn/false_negative": 0.08596971877022334, "mask_rcnn/false_positive": 0.1611379032044667, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 30.75, "time": 0.6999551365152001, "total_loss": 1.3951576877225307} {"data_time": 0.011019679717719555, "eta_seconds": 36865.682605220005, "iteration": 217719, "loss_fcos_cls": 0.19850072741974145, "loss_fcos_ctr": 0.6154429791495204, "loss_fcos_loc": 0.16205952130258083, "loss_mask": 0.24609489645808935, "loss_maskiou": 0.003906572085725202, "loss_sem_seg": 0.16939113149419427, "lr": 0.001, "mask_rcnn/accuracy": 0.8704767702535561, "mask_rcnn/false_negative": 0.09675124491607093, "mask_rcnn/false_positive": 0.14246917857402125, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.75, "time": 0.6859838627278805, "total_loss": 1.38024254532138} {"data_time": 0.009916892275214195, "eta_seconds": 36846.75102094654, "iteration": 217739, "loss_fcos_cls": 0.1910330161335878, "loss_fcos_ctr": 0.614393257535994, "loss_fcos_loc": 0.1558802160434425, "loss_mask": 0.24527698755264282, "loss_maskiou": 0.004282720932678785, "loss_sem_seg": 0.18178434576839209, "lr": 0.001, "mask_rcnn/accuracy": 0.8924057723143195, "mask_rcnn/false_negative": 0.0856496949515926, "mask_rcnn/false_positive": 0.13616662814451752, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.5, "time": 0.7017554305493832, "total_loss": 1.396585189475445} {"data_time": 0.009912531822919846, "eta_seconds": 36823.487984401174, "iteration": 217759, "loss_fcos_cls": 0.20219422050286084, "loss_fcos_ctr": 0.6160506550222635, "loss_fcos_loc": 0.17278294079005718, "loss_mask": 0.2461173627525568, "loss_maskiou": 0.004939689883030951, "loss_sem_seg": 0.17517165443859994, "lr": 0.001, "mask_rcnn/accuracy": 0.9114214626344006, "mask_rcnn/false_negative": 0.07659217989123514, "mask_rcnn/false_positive": 0.10668844146350398, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 23.0, "time": 0.703207173384726, "total_loss": 1.4464975313421746} {"data_time": 0.009900057688355446, "eta_seconds": 36792.09719456546, "iteration": 217779, "loss_fcos_cls": 0.1875672311289236, "loss_fcos_ctr": 0.6136910421773791, "loss_fcos_loc": 0.15721895906608552, "loss_mask": 0.23600055323913693, "loss_maskiou": 0.004500744180404581, "loss_sem_seg": 0.18206691020168364, "lr": 0.001, "mask_rcnn/accuracy": 0.9064915739022882, "mask_rcnn/false_negative": 0.07364061373336793, "mask_rcnn/false_positive": 0.11641011042150973, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.75, "time": 0.6814596122130752, "total_loss": 1.3770565761296893} {"data_time": 0.011196833103895187, "eta_seconds": 36751.693415529095, "iteration": 217799, "loss_fcos_cls": 0.19721545977517962, "loss_fcos_ctr": 0.6161988936364651, "loss_fcos_loc": 0.16555145813617855, "loss_mask": 0.2393974745646119, "loss_maskiou": 0.004270538753189612, "loss_sem_seg": 0.18292709882371128, "lr": 0.001, "mask_rcnn/accuracy": 0.877515589569161, "mask_rcnn/false_negative": 0.0884858383575225, "mask_rcnn/false_positive": 0.14181249516356426, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.5, "time": 0.6951752584427595, "total_loss": 1.440776577241195} {"data_time": 0.009973331354558468, "eta_seconds": 36746.18072568253, "iteration": 217819, "loss_fcos_cls": 0.18959796614944935, "loss_fcos_ctr": 0.6150808362290263, "loss_fcos_loc": 0.16269305383320898, "loss_mask": 0.23896486684679985, "loss_maskiou": 0.004032406868645921, "loss_sem_seg": 0.19128045113757253, "lr": 0.001, "mask_rcnn/accuracy": 0.8945611447704082, "mask_rcnn/false_negative": 0.08734444889464055, "mask_rcnn/false_positive": 0.11846035957868947, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 27.0, "time": 0.7033491898328066, "total_loss": 1.4138671534747118} {"data_time": 0.009484333917498589, "eta_seconds": 36737.805330737494, "iteration": 217839, "loss_fcos_cls": 0.1942318098153919, "loss_fcos_ctr": 0.6120406789705157, "loss_fcos_loc": 0.1572128557600081, "loss_mask": 0.23656283039599657, "loss_maskiou": 0.004524204385234043, "loss_sem_seg": 0.1809813524596393, "lr": 0.001, "mask_rcnn/accuracy": 0.9006898812156441, "mask_rcnn/false_negative": 0.08142138840272953, "mask_rcnn/false_positive": 0.12116538503040172, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 30.5, "time": 0.7069262750446796, "total_loss": 1.3915587363117083} {"data_time": 0.0098293861374259, "eta_seconds": 36711.829809274524, "iteration": 217859, "loss_fcos_cls": 0.18354355992050841, "loss_fcos_ctr": 0.6152582881040871, "loss_fcos_loc": 0.15439537033671513, "loss_mask": 0.2282363809645176, "loss_maskiou": 0.003915856163075659, "loss_sem_seg": 0.20035289297811687, "lr": 0.001, "mask_rcnn/accuracy": 0.8980152303698365, "mask_rcnn/false_negative": 0.07784547859088695, "mask_rcnn/false_positive": 0.12844933180302134, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 27.5, "time": 0.6945636505261064, "total_loss": 1.3974790614847734} {"data_time": 0.009879540652036667, "eta_seconds": 36677.33098426554, "iteration": 217879, "loss_fcos_cls": 0.1898288995726034, "loss_fcos_ctr": 0.6148024071007967, "loss_fcos_loc": 0.16716586652910337, "loss_mask": 0.24355966364964843, "loss_maskiou": 0.004782808966410812, "loss_sem_seg": 0.17240928579121828, "lr": 0.001, "mask_rcnn/accuracy": 0.9085877360812746, "mask_rcnn/false_negative": 0.09104542141026559, "mask_rcnn/false_positive": 0.10233002831169452, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.5, "time": 0.6861957954242826, "total_loss": 1.3919689892682072} {"data_time": 0.010721106082201004, "eta_seconds": 36683.66630661115, "iteration": 217899, "loss_fcos_cls": 0.2041588737629354, "loss_fcos_ctr": 0.6130852922797203, "loss_fcos_loc": 0.16471072856802493, "loss_mask": 0.24368803016841412, "loss_maskiou": 0.0042934845623676665, "loss_sem_seg": 0.1942286838311702, "lr": 0.001, "mask_rcnn/accuracy": 0.882135126777984, "mask_rcnn/false_negative": 0.10241931815026087, "mask_rcnn/false_positive": 0.1483322814540083, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 37.25, "time": 0.7016501845791936, "total_loss": 1.4183268682554626} {"data_time": 0.010051826015114784, "eta_seconds": 36661.443657008, "iteration": 217919, "loss_fcos_cls": 0.18251316505484283, "loss_fcos_ctr": 0.6133303344249725, "loss_fcos_loc": 0.1628082727547735, "loss_mask": 0.23418897110968828, "loss_maskiou": 0.00422812148462981, "loss_sem_seg": 0.1889353592414409, "lr": 0.001, "mask_rcnn/accuracy": 0.9161532891647831, "mask_rcnn/false_negative": 0.07292892377919624, "mask_rcnn/false_positive": 0.0823252606061256, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 28.5, "time": 0.7042714050039649, "total_loss": 1.3936839674424846} {"data_time": 0.010172877460718155, "eta_seconds": 36611.02304990124, "iteration": 217939, "loss_fcos_cls": 0.1963582164607942, "loss_fcos_ctr": 0.6173273092135787, "loss_fcos_loc": 0.17271197820082307, "loss_mask": 0.24911089334636927, "loss_maskiou": 0.004471497384656686, "loss_sem_seg": 0.19446521531790495, "lr": 0.001, "mask_rcnn/accuracy": 0.8892883012993558, "mask_rcnn/false_negative": 0.08942898870047772, "mask_rcnn/false_positive": 0.13264362375924416, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 32.75, "time": 0.6868759272620082, "total_loss": 1.433279963586756} {"data_time": 0.009338687174022198, "eta_seconds": 36563.50077253673, "iteration": 217959, "loss_fcos_cls": 0.1988002434372902, "loss_fcos_ctr": 0.6140528544783592, "loss_fcos_loc": 0.1676626285770908, "loss_mask": 0.24825714249163866, "loss_maskiou": 0.004664637031964958, "loss_sem_seg": 0.19505483703687787, "lr": 0.001, "mask_rcnn/accuracy": 0.8862539709279939, "mask_rcnn/false_negative": 0.09066781706001226, "mask_rcnn/false_positive": 0.14582148288199906, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 26.75, "time": 0.6915136259049177, "total_loss": 1.4404068752901367} {"data_time": 0.010493208654224873, "eta_seconds": 36546.18044868577, "iteration": 217979, "loss_fcos_cls": 0.1827897871262394, "loss_fcos_ctr": 0.6094028875231743, "loss_fcos_loc": 0.15382790050352924, "loss_mask": 0.23479289188981056, "loss_maskiou": 0.00403088606253732, "loss_sem_seg": 0.1727302756626159, "lr": 0.001, "mask_rcnn/accuracy": 0.8923501716354745, "mask_rcnn/false_negative": 0.09160416581845299, "mask_rcnn/false_positive": 0.12617725245060046, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.25, "time": 0.6968714715912938, "total_loss": 1.3891910766324145} {"data_time": 0.01052184123545885, "eta_seconds": 36539.980548628606, "iteration": 217999, "loss_fcos_cls": 0.19489376503042877, "loss_fcos_ctr": 0.612445879727602, "loss_fcos_loc": 0.16370059381006286, "loss_mask": 0.24426758848130703, "loss_maskiou": 0.004225135118758772, "loss_sem_seg": 0.19706496060825884, "lr": 0.001, "mask_rcnn/accuracy": 0.906083202511774, "mask_rcnn/false_negative": 0.09043363274059901, "mask_rcnn/false_positive": 0.1062135328578277, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.0, "time": 0.7266863565891981, "total_loss": 1.4196210172767678} {"data_time": 0.011025955900549889, "eta_seconds": 36521.345355723985, "iteration": 218019, "loss_fcos_cls": 0.19113549613393843, "loss_fcos_ctr": 0.6151597336865962, "loss_fcos_loc": 0.16563243709970266, "loss_mask": 0.23586051957681775, "loss_maskiou": 0.0042584712646203116, "loss_sem_seg": 0.185391106759198, "lr": 0.001, "mask_rcnn/accuracy": 0.8868121658826871, "mask_rcnn/false_negative": 0.08870971837969749, "mask_rcnn/false_positive": 0.14374168741900908, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 24.25, "time": 0.7115501277148724, "total_loss": 1.4177969453376136} {"data_time": 0.010762406513094902, "eta_seconds": 36462.98658221308, "iteration": 218039, "loss_fcos_cls": 0.1861899538198486, "loss_fcos_ctr": 0.6121141845360398, "loss_fcos_loc": 0.15724262222647667, "loss_mask": 0.24057178385555744, "loss_maskiou": 0.004352360097982455, "loss_sem_seg": 0.17829372454434633, "lr": 0.001, "mask_rcnn/accuracy": 0.8776202623906706, "mask_rcnn/false_negative": 0.09785053185524298, "mask_rcnn/false_positive": 0.13787992836172314, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.0, "time": 0.6923267664387822, "total_loss": 1.3828032782839728} {"data_time": 0.00982422474771738, "eta_seconds": 36441.74282439612, "iteration": 218059, "loss_fcos_cls": 0.19603763660416007, "loss_fcos_ctr": 0.6151414746418595, "loss_fcos_loc": 0.1597205011639744, "loss_mask": 0.23420751886442304, "loss_maskiou": 0.004356738081696676, "loss_sem_seg": 0.18059947108849883, "lr": 0.001, "mask_rcnn/accuracy": 0.9005577386233996, "mask_rcnn/false_negative": 0.08655641953464813, "mask_rcnn/false_positive": 0.11747498279627319, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 31.75, "time": 0.7161251455545425, "total_loss": 1.3776719255183707} {"data_time": 0.010798999108374119, "eta_seconds": 36415.78771363199, "iteration": 218079, "loss_fcos_cls": 0.18436658865539357, "loss_fcos_ctr": 0.6140697849914432, "loss_fcos_loc": 0.1593403008300811, "loss_mask": 0.2358922683633864, "loss_maskiou": 0.004671389346185606, "loss_sem_seg": 0.1865397309884429, "lr": 0.001, "mask_rcnn/accuracy": 0.9100024900926103, "mask_rcnn/false_negative": 0.09833849432802394, "mask_rcnn/false_positive": 0.08316510895369345, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.25, "time": 0.7073992490768433, "total_loss": 1.3752442036784487} {"data_time": 0.010915085673332214, "eta_seconds": 36382.44068576209, "iteration": 218099, "loss_fcos_cls": 0.19536753534339368, "loss_fcos_ctr": 0.6137844193726778, "loss_fcos_loc": 0.16434375406242907, "loss_mask": 0.23230300843715668, "loss_maskiou": 0.004041072705149418, "loss_sem_seg": 0.18228175351396203, "lr": 0.001, "mask_rcnn/accuracy": 0.9129837467674722, "mask_rcnn/false_negative": 0.07503578552683135, "mask_rcnn/false_positive": 0.09791630160148473, "roi_head/num_bg_samples": 36.25, "roi_head/num_fg_samples": 23.75, "time": 0.6920489044860005, "total_loss": 1.3987254196181311} {"data_time": 0.010034541599452496, "eta_seconds": 36387.732947573066, "iteration": 218119, "loss_fcos_cls": 0.19734867702936754, "loss_fcos_ctr": 0.6154049397446215, "loss_fcos_loc": 0.16138862416846678, "loss_mask": 0.2460974962450564, "loss_maskiou": 0.004330748648499139, "loss_sem_seg": 0.17749990022275597, "lr": 0.001, "mask_rcnn/accuracy": 0.888032566922873, "mask_rcnn/false_negative": 0.0876863266520137, "mask_rcnn/false_positive": 0.12235921133428854, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.75, "time": 0.7122911559417844, "total_loss": 1.3954966179371695} {"data_time": 0.010927855037152767, "eta_seconds": 36354.400809315965, "iteration": 218139, "loss_fcos_cls": 0.19197736284695566, "loss_fcos_ctr": 0.6119959652423859, "loss_fcos_loc": 0.15361790262977593, "loss_mask": 0.23134312592446804, "loss_maskiou": 0.004096906490303809, "loss_sem_seg": 0.1979280305095017, "lr": 0.001, "mask_rcnn/accuracy": 0.8891819658898041, "mask_rcnn/false_negative": 0.081523938629302, "mask_rcnn/false_positive": 0.11688123292597838, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.6976846568286419, "total_loss": 1.374406234761409} {"data_time": 0.01133356150239706, "eta_seconds": 36332.69144642819, "iteration": 218159, "loss_fcos_cls": 0.19209534884430468, "loss_fcos_ctr": 0.6144102979451418, "loss_fcos_loc": 0.1675910315825604, "loss_mask": 0.2449640203267336, "loss_maskiou": 0.004338017373811454, "loss_sem_seg": 0.19848344381898642, "lr": 0.001, "mask_rcnn/accuracy": 0.9148108213585238, "mask_rcnn/false_negative": 0.07275332035752659, "mask_rcnn/false_positive": 0.10497861211341424, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 22.0, "time": 0.7035096390172839, "total_loss": 1.4152760075594415} {"data_time": 0.009928103536367416, "eta_seconds": 36286.79704156704, "iteration": 218179, "loss_fcos_cls": 0.18401696207001805, "loss_fcos_ctr": 0.6142427371814847, "loss_fcos_loc": 0.1624716172227636, "loss_mask": 0.23064957046881318, "loss_maskiou": 0.004252596241713036, "loss_sem_seg": 0.16895764600485563, "lr": 0.001, "mask_rcnn/accuracy": 0.8972595687211055, "mask_rcnn/false_negative": 0.08145264391686705, "mask_rcnn/false_positive": 0.11355836707090451, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.5, "time": 0.6826192392036319, "total_loss": 1.3659914178497274} {"data_time": 0.008977857418358326, "eta_seconds": 36272.79237278737, "iteration": 218199, "loss_fcos_cls": 0.1792526834178716, "loss_fcos_ctr": 0.6134562883526087, "loss_fcos_loc": 0.15521271131001413, "loss_mask": 0.2396319666877389, "loss_maskiou": 0.004160783500992693, "loss_sem_seg": 0.22761643421836197, "lr": 0.001, "mask_rcnn/accuracy": 0.8962635322946383, "mask_rcnn/false_negative": 0.10228846055199381, "mask_rcnn/false_positive": 0.10659618284001968, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 27.25, "time": 0.7136015566065907, "total_loss": 1.4147650454033283} {"data_time": 0.010029394179582596, "eta_seconds": 36290.640531384386, "iteration": 218219, "loss_fcos_cls": 0.18829499348066747, "loss_fcos_ctr": 0.6152965622022748, "loss_fcos_loc": 0.15990114281885326, "loss_mask": 0.24076606845483184, "loss_maskiou": 0.004417440930410521, "loss_sem_seg": 0.19129822216928005, "lr": 0.001, "mask_rcnn/accuracy": 0.9056096741021991, "mask_rcnn/false_negative": 0.07780632512340299, "mask_rcnn/false_positive": 0.11553368155637755, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 26.25, "time": 0.7105974797159433, "total_loss": 1.3779237133715014} {"data_time": 0.009764466434717178, "eta_seconds": 36276.62355970312, "iteration": 218239, "loss_fcos_cls": 0.18804109282791615, "loss_fcos_ctr": 0.6154094724915922, "loss_fcos_loc": 0.1655816772254184, "loss_mask": 0.24160204641520977, "loss_maskiou": 0.004356154542620061, "loss_sem_seg": 0.18972052168101072, "lr": 0.001, "mask_rcnn/accuracy": 0.9083133253301321, "mask_rcnn/false_negative": 0.07329432755195571, "mask_rcnn/false_positive": 0.10700928467829351, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 24.25, "time": 0.6901888018473983, "total_loss": 1.4171410125291004} {"data_time": 0.00938057154417038, "eta_seconds": 36291.217856188305, "iteration": 218259, "loss_fcos_cls": 0.17608160185045563, "loss_fcos_ctr": 0.613441763445735, "loss_fcos_loc": 0.14753354713320732, "loss_mask": 0.23497366718947887, "loss_maskiou": 0.0042307868716306984, "loss_sem_seg": 0.18624060088768601, "lr": 0.001, "mask_rcnn/accuracy": 0.8844104120428011, "mask_rcnn/false_negative": 0.10249688262585194, "mask_rcnn/false_positive": 0.10342977222334547, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.75, "time": 0.7018768135458231, "total_loss": 1.3699520219115584} {"data_time": 0.0103023461997509, "eta_seconds": 36241.674821231514, "iteration": 218279, "loss_fcos_cls": 0.19576792127918452, "loss_fcos_ctr": 0.6127426428720355, "loss_fcos_loc": 0.15924087865278125, "loss_mask": 0.25867999996989965, "loss_maskiou": 0.00486101923888782, "loss_sem_seg": 0.19467485044151545, "lr": 0.001, "mask_rcnn/accuracy": 0.8737833778714598, "mask_rcnn/false_negative": 0.09394536169397047, "mask_rcnn/false_positive": 0.16594156545839286, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.0, "time": 0.706218802370131, "total_loss": 1.4253166958478687} {"data_time": 0.010824746452271938, "eta_seconds": 36219.61504024733, "iteration": 218299, "loss_fcos_cls": 0.17856699565891176, "loss_fcos_ctr": 0.6141322804614902, "loss_fcos_loc": 0.1540030111791566, "loss_mask": 0.2318877885118127, "loss_maskiou": 0.00407182834987907, "loss_sem_seg": 0.1718407510779798, "lr": 0.001, "mask_rcnn/accuracy": 0.9085328918801563, "mask_rcnn/false_negative": 0.0796241059720503, "mask_rcnn/false_positive": 0.08774329290689746, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 21.75, "time": 0.6813037134706974, "total_loss": 1.3910367126700294} {"data_time": 0.010976388119161129, "eta_seconds": 36188.764360109344, "iteration": 218319, "loss_fcos_cls": 0.19583430013153702, "loss_fcos_ctr": 0.6163509944453835, "loss_fcos_loc": 0.1645272329915315, "loss_mask": 0.2411019755527377, "loss_maskiou": 0.004393042952870019, "loss_sem_seg": 0.18637306708842516, "lr": 0.001, "mask_rcnn/accuracy": 0.9027869451976596, "mask_rcnn/false_negative": 0.07603181772571577, "mask_rcnn/false_positive": 0.12604783043397472, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 25.75, "time": 0.6862019989639521, "total_loss": 1.4304154959827429} {"data_time": 0.010163433849811554, "eta_seconds": 36206.538701296784, "iteration": 218339, "loss_fcos_cls": 0.18900071299867705, "loss_fcos_ctr": 0.6117602083832026, "loss_fcos_loc": 0.1530598481767811, "loss_mask": 0.23072793753817677, "loss_maskiou": 0.0042056362217408605, "loss_sem_seg": 0.19056460889987648, "lr": 0.001, "mask_rcnn/accuracy": 0.8998667547376094, "mask_rcnn/false_negative": 0.08877736162225694, "mask_rcnn/false_positive": 0.1070327781630046, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 27.0, "time": 0.7111957874149084, "total_loss": 1.3977850487426622} {"data_time": 0.010560480877757072, "eta_seconds": 36192.52172961552, "iteration": 218359, "loss_fcos_cls": 0.19388557807542384, "loss_fcos_ctr": 0.614794653840363, "loss_fcos_loc": 0.16116804804187268, "loss_mask": 0.23996514780446887, "loss_maskiou": 0.004208597531032865, "loss_sem_seg": 0.1667615600163117, "lr": 0.001, "mask_rcnn/accuracy": 0.8898726720417897, "mask_rcnn/false_negative": 0.10091353590312685, "mask_rcnn/false_positive": 0.12828954597148054, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.5, "time": 0.6977894613519311, "total_loss": 1.3834083258698229} {"data_time": 0.01033825520426035, "eta_seconds": 36140.422328174114, "iteration": 218379, "loss_fcos_cls": 0.19233444309793413, "loss_fcos_ctr": 0.61660928837955, "loss_fcos_loc": 0.16293953079730272, "loss_mask": 0.2472850731573999, "loss_maskiou": 0.0043984036456095055, "loss_sem_seg": 0.19732577307149768, "lr": 0.001, "mask_rcnn/accuracy": 0.8971409773167651, "mask_rcnn/false_negative": 0.09433318868226781, "mask_rcnn/false_positive": 0.1124713343655715, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.25, "time": 0.6830528676509857, "total_loss": 1.4144672273978358} {"data_time": 0.009716269560158253, "eta_seconds": 36111.918858209625, "iteration": 218399, "loss_fcos_cls": 0.19822689404827543, "loss_fcos_ctr": 0.6162685016170144, "loss_fcos_loc": 0.16592244803905487, "loss_mask": 0.24049030803143978, "loss_maskiou": 0.004125250805373071, "loss_sem_seg": 0.19516654801554978, "lr": 0.001, "mask_rcnn/accuracy": 0.8924009879048145, "mask_rcnn/false_negative": 0.07281726842585459, "mask_rcnn/false_positive": 0.12892788018855686, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.5, "time": 0.6750589543953538, "total_loss": 1.4177952698883018} {"data_time": 0.010067334398627281, "eta_seconds": 36059.34077301808, "iteration": 218419, "loss_fcos_cls": 0.19081258366350085, "loss_fcos_ctr": 0.612670436501503, "loss_fcos_loc": 0.1592409904114902, "loss_mask": 0.23567292792722583, "loss_maskiou": 0.004038718121591955, "loss_sem_seg": 0.1772848020773381, "lr": 0.001, "mask_rcnn/accuracy": 0.8956034990750686, "mask_rcnn/false_negative": 0.087775174528985, "mask_rcnn/false_positive": 0.12852764874351003, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 24.5, "time": 0.6894127381965518, "total_loss": 1.3772881604381837} {"data_time": 0.009536554105579853, "eta_seconds": 36033.702347715385, "iteration": 218439, "loss_fcos_cls": 0.19735286897048354, "loss_fcos_ctr": 0.6131954099982977, "loss_fcos_loc": 0.16324763477314264, "loss_mask": 0.24090624786913395, "loss_maskiou": 0.004384425345051568, "loss_sem_seg": 0.16752290586009622, "lr": 0.001, "mask_rcnn/accuracy": 0.8880739795918368, "mask_rcnn/false_negative": 0.11594335219444332, "mask_rcnn/false_positive": 0.12813024653209618, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.5, "time": 0.7054334683343768, "total_loss": 1.3808155032129434} {"data_time": 0.00981434527784586, "eta_seconds": 35953.35412721615, "iteration": 218459, "loss_fcos_cls": 0.1936324320267886, "loss_fcos_ctr": 0.613507844042033, "loss_fcos_loc": 0.16334379150066525, "loss_mask": 0.24376894813030958, "loss_maskiou": 0.003828693530522287, "loss_sem_seg": 0.1900797667913139, "lr": 0.001, "mask_rcnn/accuracy": 0.9125899570354458, "mask_rcnn/false_negative": 0.0802588836875305, "mask_rcnn/false_positive": 0.10867472096445885, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 18.75, "time": 0.6877469122409821, "total_loss": 1.3947566877068311} {"data_time": 0.01090511865913868, "eta_seconds": 35953.215921682306, "iteration": 218479, "loss_fcos_cls": 0.19214939384255558, "loss_fcos_ctr": 0.6141449175775051, "loss_fcos_loc": 0.16941704414784908, "loss_mask": 0.2522082149516791, "loss_maskiou": 0.004541894319118001, "loss_sem_seg": 0.17920483753550798, "lr": 0.001, "mask_rcnn/accuracy": 0.8868631265870404, "mask_rcnn/false_negative": 0.10456966129041233, "mask_rcnn/false_positive": 0.1314460333655274, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.5, "time": 0.7072770120576024, "total_loss": 1.427222493228328} {"data_time": 0.009066853672266006, "eta_seconds": 35976.14527529944, "iteration": 218499, "loss_fcos_cls": 0.18256175005808473, "loss_fcos_ctr": 0.6102015031501651, "loss_fcos_loc": 0.14618055103346705, "loss_mask": 0.23924735886976123, "loss_maskiou": 0.004565962219203357, "loss_sem_seg": 0.19327970733866096, "lr": 0.001, "mask_rcnn/accuracy": 0.903750339421483, "mask_rcnn/false_negative": 0.07791664375322704, "mask_rcnn/false_positive": 0.11658478331088051, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.25, "time": 0.710011251270771, "total_loss": 1.3917245704697052} {"data_time": 0.010555827990174294, "eta_seconds": 35941.15572413895, "iteration": 218519, "loss_fcos_cls": 0.18926171667408198, "loss_fcos_ctr": 0.6154979416169226, "loss_fcos_loc": 0.16259670665021986, "loss_mask": 0.248039064463228, "loss_maskiou": 0.0044465928949648514, "loss_sem_seg": 0.1874021552503109, "lr": 0.001, "mask_rcnn/accuracy": 0.8957156523323615, "mask_rcnn/false_negative": 0.08043262360060235, "mask_rcnn/false_positive": 0.13632837396804398, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 23.5, "time": 0.6832789843901992, "total_loss": 1.4192544277648267} {"data_time": 0.010418844409286976, "eta_seconds": 35990.51127442531, "iteration": 218539, "loss_fcos_cls": 0.19233174924738705, "loss_fcos_ctr": 0.610626213485375, "loss_fcos_loc": 0.16101411066483706, "loss_mask": 0.23972610523924232, "loss_maskiou": 0.003944016847526655, "loss_sem_seg": 0.16434583300724626, "lr": 0.001, "mask_rcnn/accuracy": 0.9060769997654234, "mask_rcnn/false_negative": 0.08267816432326028, "mask_rcnn/false_positive": 0.09883103938429252, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.25, "time": 0.7133905468508601, "total_loss": 1.3934051987089333} {"data_time": 0.010804502293467522, "eta_seconds": 35976.52378437482, "iteration": 218559, "loss_fcos_cls": 0.19575261569116265, "loss_fcos_ctr": 0.6108184792101383, "loss_fcos_loc": 0.15997743798652664, "loss_mask": 0.24764335434883833, "loss_maskiou": 0.0042973157615051605, "loss_sem_seg": 0.18254032940603793, "lr": 0.001, "mask_rcnn/accuracy": 0.9004537514890749, "mask_rcnn/false_negative": 0.0937562629385964, "mask_rcnn/false_positive": 0.12403188936226511, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.0, "time": 0.696391835808754, "total_loss": 1.3946482788451249} {"data_time": 0.010715334676206112, "eta_seconds": 35920.261086215265, "iteration": 218579, "loss_fcos_cls": 0.18206426815595478, "loss_fcos_ctr": 0.6150271249935031, "loss_fcos_loc": 0.1527221059659496, "loss_mask": 0.24404429830610752, "loss_maskiou": 0.004274541806807974, "loss_sem_seg": 0.18675691587850451, "lr": 0.001, "mask_rcnn/accuracy": 0.8733910658841995, "mask_rcnn/false_negative": 0.09327751132202229, "mask_rcnn/false_positive": 0.16251532666942103, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 33.75, "time": 0.6886354787275195, "total_loss": 1.3848044661426684} {"data_time": 0.01072375476360321, "eta_seconds": 35952.89414266683, "iteration": 218599, "loss_fcos_cls": 0.18409797560889274, "loss_fcos_ctr": 0.6121030943468213, "loss_fcos_loc": 0.15376630215905607, "loss_mask": 0.24220295622944832, "loss_maskiou": 0.004120124653127277, "loss_sem_seg": 0.18697931081987917, "lr": 0.001, "mask_rcnn/accuracy": 0.8893283749310535, "mask_rcnn/false_negative": 0.08947873627041454, "mask_rcnn/false_positive": 0.1128105834094652, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.25, "time": 0.7113659400492907, "total_loss": 1.3683130650533712} {"data_time": 0.009784070774912834, "eta_seconds": 35934.561314223334, "iteration": 218619, "loss_fcos_cls": 0.19530271990515757, "loss_fcos_ctr": 0.6163698313757777, "loss_fcos_loc": 0.1602830261690542, "loss_mask": 0.23893923312425613, "loss_maskiou": 0.0039490192430093884, "loss_sem_seg": 0.18898821622133255, "lr": 0.001, "mask_rcnn/accuracy": 0.8913636679644048, "mask_rcnn/false_negative": 0.09636650286639392, "mask_rcnn/false_positive": 0.12183666216740341, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 30.0, "time": 0.6922690868377686, "total_loss": 1.4163035866076825} {"data_time": 0.010546603240072727, "eta_seconds": 35925.56325745024, "iteration": 218639, "loss_fcos_cls": 0.1970375592354685, "loss_fcos_ctr": 0.6152153457514942, "loss_fcos_loc": 0.16354515962302685, "loss_mask": 0.24226639792323112, "loss_maskiou": 0.004066431749379262, "loss_sem_seg": 0.1841901051811874, "lr": 0.001, "mask_rcnn/accuracy": 0.8985058309037901, "mask_rcnn/false_negative": 0.08413676533517822, "mask_rcnn/false_positive": 0.13040630783273782, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 21.25, "time": 0.7067515542730689, "total_loss": 1.4029360332679062} {"data_time": 0.009686547331511974, "eta_seconds": 35906.586334122345, "iteration": 218659, "loss_fcos_cls": 0.19913236727006733, "loss_fcos_ctr": 0.6146310586482286, "loss_fcos_loc": 0.16059688670793548, "loss_mask": 0.24705795012414455, "loss_maskiou": 0.004749128296680283, "loss_sem_seg": 0.16997529845684767, "lr": 0.001, "mask_rcnn/accuracy": 0.8996313410060041, "mask_rcnn/false_negative": 0.08730170807206013, "mask_rcnn/false_positive": 0.12437906880975286, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.75, "time": 0.7071547219529748, "total_loss": 1.413886897451448} {"data_time": 0.009873134084045887, "eta_seconds": 35892.023136363365, "iteration": 218679, "loss_fcos_cls": 0.189498525345698, "loss_fcos_ctr": 0.6135388128459454, "loss_fcos_loc": 0.16093665594235063, "loss_mask": 0.2454337626695633, "loss_maskiou": 0.004566183044516947, "loss_sem_seg": 0.19202821841463447, "lr": 0.001, "mask_rcnn/accuracy": 0.8870450962777137, "mask_rcnn/false_negative": 0.07001284403035629, "mask_rcnn/false_positive": 0.1508057622193955, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 26.0, "time": 0.6999475182965398, "total_loss": 1.4217453853416373} {"data_time": 0.010688657872378826, "eta_seconds": 35881.827133019455, "iteration": 218699, "loss_fcos_cls": 0.19975255499593914, "loss_fcos_ctr": 0.6145025626756251, "loss_fcos_loc": 0.1563766758190468, "loss_mask": 0.24538088915869594, "loss_maskiou": 0.005474820953168091, "loss_sem_seg": 0.1891406485810876, "lr": 0.001, "mask_rcnn/accuracy": 0.9202041689963656, "mask_rcnn/false_negative": 0.08019536609513518, "mask_rcnn/false_positive": 0.0965490220680156, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.0, "time": 0.7134351748973131, "total_loss": 1.4204661401017802} {"data_time": 0.010076917707920074, "eta_seconds": 35883.571925830096, "iteration": 218719, "loss_fcos_cls": 0.18970458675175905, "loss_fcos_ctr": 0.6136539606377482, "loss_fcos_loc": 0.16340449475683272, "loss_mask": 0.24525501485913992, "loss_maskiou": 0.004723299985926133, "loss_sem_seg": 0.16705366247333586, "lr": 0.001, "mask_rcnn/accuracy": 0.8839789205155746, "mask_rcnn/false_negative": 0.10040440205295471, "mask_rcnn/false_positive": 0.13132904485489685, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.75, "time": 0.712285959161818, "total_loss": 1.3750690768792992} {"data_time": 0.009695613756775856, "eta_seconds": 35869.57704588398, "iteration": 218739, "loss_fcos_cls": 0.1927343007409945, "loss_fcos_ctr": 0.6138752242550254, "loss_fcos_loc": 0.16019880212843418, "loss_mask": 0.24297890812158585, "loss_maskiou": 0.004312181750719901, "loss_sem_seg": 0.19227720354683697, "lr": 0.001, "mask_rcnn/accuracy": 0.8989748677248677, "mask_rcnn/false_negative": 0.08257736224388605, "mask_rcnn/false_positive": 0.11634434970549117, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 29.5, "time": 0.7002963041886687, "total_loss": 1.3921881857604603} {"data_time": 0.010338636115193367, "eta_seconds": 35841.626659819856, "iteration": 218759, "loss_fcos_cls": 0.1998389062937349, "loss_fcos_ctr": 0.6147438902407885, "loss_fcos_loc": 0.16139277862384915, "loss_mask": 0.23909070948138833, "loss_maskiou": 0.004196620466245804, "loss_sem_seg": 0.2086040647700429, "lr": 0.001, "mask_rcnn/accuracy": 0.9071675864223241, "mask_rcnn/false_negative": 0.09699937168310949, "mask_rcnn/false_positive": 0.09085165242884308, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 29.25, "time": 0.6851173490285873, "total_loss": 1.4407065739069367} {"data_time": 0.009093239903450012, "eta_seconds": 35840.42509113718, "iteration": 218779, "loss_fcos_cls": 0.19533446594141424, "loss_fcos_ctr": 0.6167026907205582, "loss_fcos_loc": 0.16620580025482923, "loss_mask": 0.24217725126072764, "loss_maskiou": 0.004356375902716536, "loss_sem_seg": 0.1851716146338731, "lr": 0.001, "mask_rcnn/accuracy": 0.8804869011301133, "mask_rcnn/false_negative": 0.08986089625311997, "mask_rcnn/false_positive": 0.1459048129149531, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.5, "time": 0.6786388605833054, "total_loss": 1.401865658321185} {"data_time": 0.010735479183495045, "eta_seconds": 35819.87331073545, "iteration": 218799, "loss_fcos_cls": 0.19368834444321692, "loss_fcos_ctr": 0.6162459598854184, "loss_fcos_loc": 0.16641817620256916, "loss_mask": 0.2555624833330512, "loss_maskiou": 0.004457868193640024, "loss_sem_seg": 0.18840335868299007, "lr": 0.001, "mask_rcnn/accuracy": 0.8769234619719981, "mask_rcnn/false_negative": 0.0980845602381816, "mask_rcnn/false_positive": 0.1373106277141135, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 28.25, "time": 0.6875103516504169, "total_loss": 1.4301402877827059} {"data_time": 0.009671181440353394, "eta_seconds": 35799.01315374859, "iteration": 218819, "loss_fcos_cls": 0.19617854722309858, "loss_fcos_ctr": 0.6143564460799098, "loss_fcos_loc": 0.16514301160350442, "loss_mask": 0.24312752671539783, "loss_maskiou": 0.004632467258488759, "loss_sem_seg": 0.18818436143919826, "lr": 0.001, "mask_rcnn/accuracy": 0.8933686964205745, "mask_rcnn/false_negative": 0.10433987491388327, "mask_rcnn/false_positive": 0.12164485402348352, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 36.5, "time": 0.6905164504423738, "total_loss": 1.42414879516582} {"data_time": 0.01009028498083353, "eta_seconds": 35756.97018780466, "iteration": 218839, "loss_fcos_cls": 0.19110839330824092, "loss_fcos_ctr": 0.6138661173172295, "loss_fcos_loc": 0.15311095444485545, "loss_mask": 0.23060314822942019, "loss_maskiou": 0.004366735640360275, "loss_sem_seg": 0.1906781680881977, "lr": 0.001, "mask_rcnn/accuracy": 0.8981132922377162, "mask_rcnn/false_negative": 0.07603482068787679, "mask_rcnn/false_positive": 0.11237866172051844, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.75, "time": 0.6844889242202044, "total_loss": 1.3811893679467175} {"data_time": 0.009511185809969902, "eta_seconds": 35769.91718309093, "iteration": 218859, "loss_fcos_cls": 0.17954256373923272, "loss_fcos_ctr": 0.6137592730810866, "loss_fcos_loc": 0.1626370291924104, "loss_mask": 0.21920828754082322, "loss_maskiou": 0.003764376371691469, "loss_sem_seg": 0.19568433286622167, "lr": 0.001, "mask_rcnn/accuracy": 0.9072066326530612, "mask_rcnn/false_negative": 0.06162832716877014, "mask_rcnn/false_positive": 0.12855178959389296, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 22.25, "time": 0.7067943243309855, "total_loss": 1.3880184019435546} {"data_time": 0.010449424386024475, "eta_seconds": 35757.04561131634, "iteration": 218879, "loss_fcos_cls": 0.19189810985699296, "loss_fcos_ctr": 0.6145220026373863, "loss_fcos_loc": 0.1551244470756501, "loss_mask": 0.23224756075069308, "loss_maskiou": 0.004061342180648353, "loss_sem_seg": 0.1946479680482298, "lr": 0.001, "mask_rcnn/accuracy": 0.9024241065057392, "mask_rcnn/false_negative": 0.08682225695855067, "mask_rcnn/false_positive": 0.12055489218700832, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 30.25, "time": 0.6811067890375853, "total_loss": 1.4075246268257615} {"data_time": 0.010672884993255138, "eta_seconds": 35741.9396956088, "iteration": 218899, "loss_fcos_cls": 0.18657388107385486, "loss_fcos_ctr": 0.6117637092247605, "loss_fcos_loc": 0.15727352420799434, "loss_mask": 0.23873957339674234, "loss_maskiou": 0.004444112426426727, "loss_sem_seg": 0.20361812226474285, "lr": 0.001, "mask_rcnn/accuracy": 0.8988459253564439, "mask_rcnn/false_negative": 0.08174758634104998, "mask_rcnn/false_positive": 0.14074988113334364, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 28.25, "time": 0.7022401764988899, "total_loss": 1.4118737473836518} {"data_time": 0.010956433601677418, "eta_seconds": 35701.057332015596, "iteration": 218919, "loss_fcos_cls": 0.1948859685799107, "loss_fcos_ctr": 0.6133068143390119, "loss_fcos_loc": 0.15601490170229226, "loss_mask": 0.24656795151531696, "loss_maskiou": 0.004335859608545434, "loss_sem_seg": 0.1751563884317875, "lr": 0.001, "mask_rcnn/accuracy": 0.8978680758017493, "mask_rcnn/false_negative": 0.10652403907507502, "mask_rcnn/false_positive": 0.10866198482274192, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 25.0, "time": 0.6876704441383481, "total_loss": 1.38440023905423} {"data_time": 0.009853420779109001, "eta_seconds": 35693.09592106566, "iteration": 218939, "loss_fcos_cls": 0.19125719624571502, "loss_fcos_ctr": 0.6126988548785448, "loss_fcos_loc": 0.15371806197799742, "loss_mask": 0.2323463149368763, "loss_maskiou": 0.004146504797972739, "loss_sem_seg": 0.19424155494198203, "lr": 0.001, "mask_rcnn/accuracy": 0.9136962023866786, "mask_rcnn/false_negative": 0.06353250906977526, "mask_rcnn/false_positive": 0.0978012784386035, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 22.25, "time": 0.6949081290513277, "total_loss": 1.3925268148850591} {"data_time": 0.010740923695266247, "eta_seconds": 35707.938392868266, "iteration": 218959, "loss_fcos_cls": 0.19167378591373563, "loss_fcos_ctr": 0.6139454538933933, "loss_fcos_loc": 0.1642909913789481, "loss_mask": 0.2418341850861907, "loss_maskiou": 0.004299248179449933, "loss_sem_seg": 0.20359467854723334, "lr": 0.001, "mask_rcnn/accuracy": 0.8892166241496599, "mask_rcnn/false_negative": 0.08328208256900768, "mask_rcnn/false_positive": 0.11284001469592045, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 29.0, "time": 0.7096660621464252, "total_loss": 1.4338893621861644} {"data_time": 0.009770111180841923, "eta_seconds": 35693.94652813487, "iteration": 218979, "loss_fcos_cls": 0.19608933641575277, "loss_fcos_ctr": 0.6117050908505917, "loss_fcos_loc": 0.15118873014580458, "loss_mask": 0.23870961740612984, "loss_maskiou": 0.0047200513236020925, "loss_sem_seg": 0.19613350834697485, "lr": 0.001, "mask_rcnn/accuracy": 0.9105536109792755, "mask_rcnn/false_negative": 0.08578654033418337, "mask_rcnn/false_positive": 0.09612163973136495, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.25, "time": 0.6963389338925481, "total_loss": 1.424238640571275} {"data_time": 0.010094469413161278, "eta_seconds": 35645.14447622653, "iteration": 218999, "loss_fcos_cls": 0.1820419664727524, "loss_fcos_ctr": 0.613510012626648, "loss_fcos_loc": 0.1561219700379297, "loss_mask": 0.23194970469921827, "loss_maskiou": 0.004094141069799662, "loss_sem_seg": 0.17718913592398167, "lr": 0.001, "mask_rcnn/accuracy": 0.9082298251941109, "mask_rcnn/false_negative": 0.0755863856107547, "mask_rcnn/false_positive": 0.10927931617804279, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 26.0, "time": 0.6799485553056002, "total_loss": 1.3949141043631244} {"data_time": 0.010098478756844997, "eta_seconds": 35589.64189192001, "iteration": 219019, "loss_fcos_cls": 0.19388303882442415, "loss_fcos_ctr": 0.614864488132298, "loss_fcos_loc": 0.1497084735892713, "loss_mask": 0.23240952286869287, "loss_maskiou": 0.004403452461701818, "loss_sem_seg": 0.19945518858730793, "lr": 0.001, "mask_rcnn/accuracy": 0.8894922254616132, "mask_rcnn/false_negative": 0.08502645328732489, "mask_rcnn/false_positive": 0.11765883269376962, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 25.75, "time": 0.6859994726255536, "total_loss": 1.409375268700387} {"data_time": 0.009645633399486542, "eta_seconds": 35586.282737027854, "iteration": 219039, "loss_fcos_cls": 0.19625021664251108, "loss_fcos_ctr": 0.6125840139575303, "loss_fcos_loc": 0.16288272093515843, "loss_mask": 0.24281564727425575, "loss_maskiou": 0.004565228191495407, "loss_sem_seg": 0.17465101880952716, "lr": 0.001, "mask_rcnn/accuracy": 0.8812413358200423, "mask_rcnn/false_negative": 0.07744211044205679, "mask_rcnn/false_positive": 0.11831043409756942, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.75, "time": 0.7113418579101562, "total_loss": 1.3990035962560796} {"data_time": 0.00914241187274456, "eta_seconds": 35568.55356016848, "iteration": 219059, "loss_fcos_cls": 0.19866029103286564, "loss_fcos_ctr": 0.6149452961981297, "loss_fcos_loc": 0.16463204624596983, "loss_mask": 0.24391507590189576, "loss_maskiou": 0.004478643553738948, "loss_sem_seg": 0.1994311548769474, "lr": 0.001, "mask_rcnn/accuracy": 0.8956284786641929, "mask_rcnn/false_negative": 0.09300160956873885, "mask_rcnn/false_positive": 0.12652614421576958, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 26.0, "time": 0.7177766766399145, "total_loss": 1.404140395074137} {"data_time": 0.00954706221818924, "eta_seconds": 35554.58895265777, "iteration": 219079, "loss_fcos_cls": 0.19592999061569571, "loss_fcos_ctr": 0.6129179885610938, "loss_fcos_loc": 0.1678546096663922, "loss_mask": 0.24629848916083574, "loss_maskiou": 0.004147572792135179, "loss_sem_seg": 0.20719744556117803, "lr": 0.001, "mask_rcnn/accuracy": 0.8859299410502034, "mask_rcnn/false_negative": 0.11298890227529274, "mask_rcnn/false_positive": 0.12206642584320973, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 28.75, "time": 0.706030516885221, "total_loss": 1.432939491194702} {"data_time": 0.010967877693474293, "eta_seconds": 35533.79419667367, "iteration": 219099, "loss_fcos_cls": 0.19301716145128012, "loss_fcos_ctr": 0.6153524136170745, "loss_fcos_loc": 0.15849783283192664, "loss_mask": 0.2396238101646304, "loss_maskiou": 0.00442230125554488, "loss_sem_seg": 0.19555452628992498, "lr": 0.001, "mask_rcnn/accuracy": 0.9022360712040944, "mask_rcnn/false_negative": 0.0926912164870082, "mask_rcnn/false_positive": 0.11299596794966689, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 33.0, "time": 0.6843204479664564, "total_loss": 1.4001898406786495} {"data_time": 0.010324549861252308, "eta_seconds": 35526.659737636335, "iteration": 219119, "loss_fcos_cls": 0.18933256971649826, "loss_fcos_ctr": 0.617250956594944, "loss_fcos_loc": 0.1683681709691882, "loss_mask": 0.24400053918361664, "loss_maskiou": 0.004335384143359988, "loss_sem_seg": 0.18560581433121115, "lr": 0.001, "mask_rcnn/accuracy": 0.8997844827586207, "mask_rcnn/false_negative": 0.08723803819504727, "mask_rcnn/false_positive": 0.13083872901747365, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.75, "time": 0.7079160083085299, "total_loss": 1.4031518933770712} {"data_time": 0.01105017215013504, "eta_seconds": 35512.69513012562, "iteration": 219139, "loss_fcos_cls": 0.18893849710002542, "loss_fcos_ctr": 0.6129072327166796, "loss_fcos_loc": 0.15556910913437605, "loss_mask": 0.24424380576238036, "loss_maskiou": 0.004855771316215396, "loss_sem_seg": 0.20114740583812818, "lr": 0.001, "mask_rcnn/accuracy": 0.9001518574762029, "mask_rcnn/false_negative": 0.08946413896600522, "mask_rcnn/false_positive": 0.12837973193538416, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.0, "time": 0.6990908803418279, "total_loss": 1.404091607158989} {"data_time": 0.011180286295711994, "eta_seconds": 35495.248023726046, "iteration": 219159, "loss_fcos_cls": 0.18343368847854435, "loss_fcos_ctr": 0.6150988386943936, "loss_fcos_loc": 0.16698195482604206, "loss_mask": 0.24138196930289268, "loss_maskiou": 0.004200186689558905, "loss_sem_seg": 0.20817223261110485, "lr": 0.001, "mask_rcnn/accuracy": 0.9065218635531136, "mask_rcnn/false_negative": 0.09154302683107714, "mask_rcnn/false_positive": 0.10245823812589189, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.75, "time": 0.7017772449180484, "total_loss": 1.443082435449469} {"data_time": 0.009944558143615723, "eta_seconds": 35484.76591510419, "iteration": 219179, "loss_fcos_cls": 0.18655891495291144, "loss_fcos_ctr": 0.6124000502750278, "loss_fcos_loc": 0.15820660558529198, "loss_mask": 0.23278909735381603, "loss_maskiou": 0.0037766967725474387, "loss_sem_seg": 0.19214907428249717, "lr": 0.001, "mask_rcnn/accuracy": 0.8968026847491133, "mask_rcnn/false_negative": 0.08664785745248454, "mask_rcnn/false_positive": 0.12457647252762247, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 25.25, "time": 0.6879281746223569, "total_loss": 1.401507197493629} {"data_time": 0.009772826917469501, "eta_seconds": 35463.984577615745, "iteration": 219199, "loss_fcos_cls": 0.17508581234142184, "loss_fcos_ctr": 0.6136516677215695, "loss_fcos_loc": 0.15484891401138157, "loss_mask": 0.2276057070121169, "loss_maskiou": 0.003451947199209826, "loss_sem_seg": 0.2087369142100215, "lr": 0.001, "mask_rcnn/accuracy": 0.9039839339991316, "mask_rcnn/false_negative": 0.08130249378799173, "mask_rcnn/false_positive": 0.09405368981833837, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 23.5, "time": 0.7026410643011332, "total_loss": 1.398801761570212} {"data_time": 0.010763303376734257, "eta_seconds": 35450.02265380416, "iteration": 219219, "loss_fcos_cls": 0.17761803278699517, "loss_fcos_ctr": 0.614088760688901, "loss_fcos_loc": 0.15925368972239085, "loss_mask": 0.24126961268484592, "loss_maskiou": 0.004169610270764679, "loss_sem_seg": 0.20356863806955516, "lr": 0.001, "mask_rcnn/accuracy": 0.9059508214482703, "mask_rcnn/false_negative": 0.08499042082227687, "mask_rcnn/false_positive": 0.12861550135919073, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 31.0, "time": 0.7116133086383343, "total_loss": 1.4084271261453978} {"data_time": 0.010192127898335457, "eta_seconds": 35439.39507351071, "iteration": 219239, "loss_fcos_cls": 0.1909345427993685, "loss_fcos_ctr": 0.6139892917126417, "loss_fcos_loc": 0.16015804198104888, "loss_mask": 0.2519611241295934, "loss_maskiou": 0.004331946533056907, "loss_sem_seg": 0.17485941899940372, "lr": 0.001, "mask_rcnn/accuracy": 0.8967102465986394, "mask_rcnn/false_negative": 0.07226154820384126, "mask_rcnn/false_positive": 0.1198309428802761, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 22.5, "time": 0.700005579739809, "total_loss": 1.4300158020923845} {"data_time": 0.010198116302490234, "eta_seconds": 35422.09880618099, "iteration": 219259, "loss_fcos_cls": 0.19211811269633472, "loss_fcos_ctr": 0.6144461906515062, "loss_fcos_loc": 0.16964104888029397, "loss_mask": 0.24600074300542474, "loss_maskiou": 0.00452663071337156, "loss_sem_seg": 0.18498103332240134, "lr": 0.001, "mask_rcnn/accuracy": 0.8919909199311908, "mask_rcnn/false_negative": 0.10294210393569173, "mask_rcnn/false_positive": 0.1276961096784292, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.0, "time": 0.7025693291798234, "total_loss": 1.4012158157784143} {"data_time": 0.01170352753251791, "eta_seconds": 35411.46859840304, "iteration": 219279, "loss_fcos_cls": 0.18626339151524007, "loss_fcos_ctr": 0.6109521007165313, "loss_fcos_loc": 0.1533496615011245, "loss_mask": 0.251361814327538, "loss_maskiou": 0.004885793636276503, "loss_sem_seg": 0.17921243561431766, "lr": 0.001, "mask_rcnn/accuracy": 0.8901981507953405, "mask_rcnn/false_negative": 0.10235657344208775, "mask_rcnn/false_positive": 0.11257898695934787, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.75, "time": 0.7116191135719419, "total_loss": 1.4060462754205219} {"data_time": 0.010290564969182014, "eta_seconds": 35404.72363277897, "iteration": 219299, "loss_fcos_cls": 0.18640382785815746, "loss_fcos_ctr": 0.6144488174468279, "loss_fcos_loc": 0.16456177301006392, "loss_mask": 0.24533869652077556, "loss_maskiou": 0.004892976590781473, "loss_sem_seg": 0.1721935966052115, "lr": 0.001, "mask_rcnn/accuracy": 0.8661916155351029, "mask_rcnn/false_negative": 0.09029754377899774, "mask_rcnn/false_positive": 0.15986288948088279, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 28.25, "time": 0.6968463435769081, "total_loss": 1.374457154670381} {"data_time": 0.010185149498283863, "eta_seconds": 35387.01366252918, "iteration": 219319, "loss_fcos_cls": 0.19627738720737398, "loss_fcos_ctr": 0.6156500093638897, "loss_fcos_loc": 0.1639975297730416, "loss_mask": 0.22791197523474693, "loss_maskiou": 0.003801617238423205, "loss_sem_seg": 0.16804510168731213, "lr": 0.001, "mask_rcnn/accuracy": 0.8943858701115914, "mask_rcnn/false_negative": 0.0970901719009494, "mask_rcnn/false_positive": 0.1274190363566744, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 26.75, "time": 0.6816874444484711, "total_loss": 1.373391938081113} {"data_time": 0.00970072764903307, "eta_seconds": 35369.57888574153, "iteration": 219339, "loss_fcos_cls": 0.19361903448589146, "loss_fcos_ctr": 0.6138808433897793, "loss_fcos_loc": 0.16018433799035847, "loss_mask": 0.23484091646969318, "loss_maskiou": 0.004001227498520166, "loss_sem_seg": 0.1734666032716632, "lr": 0.001, "mask_rcnn/accuracy": 0.8956690163988301, "mask_rcnn/false_negative": 0.09969399177965568, "mask_rcnn/false_positive": 0.11413836512093575, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.75, "time": 0.7094590989872813, "total_loss": 1.3821986408001976} {"data_time": 0.009719711728394032, "eta_seconds": 35362.82537795231, "iteration": 219359, "loss_fcos_cls": 0.19731047545792535, "loss_fcos_ctr": 0.612335566431284, "loss_fcos_loc": 0.1603500812780112, "loss_mask": 0.24191649444401264, "loss_maskiou": 0.004358661506557837, "loss_sem_seg": 0.18410858744755387, "lr": 0.001, "mask_rcnn/accuracy": 0.901141706682673, "mask_rcnn/false_negative": 0.08392422636078052, "mask_rcnn/false_positive": 0.10752090972085834, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 27.75, "time": 0.7027336386963725, "total_loss": 1.3992279380763648} {"data_time": 0.010711170732975006, "eta_seconds": 35351.880594158545, "iteration": 219379, "loss_fcos_cls": 0.19209114159457386, "loss_fcos_ctr": 0.6139415893703699, "loss_fcos_loc": 0.16936901805456728, "loss_mask": 0.2317299246788025, "loss_maskiou": 0.003772791371375206, "loss_sem_seg": 0.17295950232073665, "lr": 0.001, "mask_rcnn/accuracy": 0.8985719831410826, "mask_rcnn/false_negative": 0.07951134016782463, "mask_rcnn/false_positive": 0.14453424480343768, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 27.0, "time": 0.6736932974308729, "total_loss": 1.4038658022655} {"data_time": 0.010070061311125755, "eta_seconds": 35341.158731681295, "iteration": 219399, "loss_fcos_cls": 0.19405451300553977, "loss_fcos_ctr": 0.6136662783101201, "loss_fcos_loc": 0.15700595546513796, "loss_mask": 0.2233169781975448, "loss_maskiou": 0.00388917433883762, "loss_sem_seg": 0.19370249565690756, "lr": 0.001, "mask_rcnn/accuracy": 0.9181354359925789, "mask_rcnn/false_negative": 0.0718294506419524, "mask_rcnn/false_positive": 0.09492451247338529, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 26.25, "time": 0.6866800393909216, "total_loss": 1.4186979132055058} {"data_time": 0.010808734223246574, "eta_seconds": 35351.60198333394, "iteration": 219419, "loss_fcos_cls": 0.18605100037530065, "loss_fcos_ctr": 0.6156266313046217, "loss_fcos_loc": 0.16394494965788908, "loss_mask": 0.2537626512348652, "loss_maskiou": 0.004453785077203065, "loss_sem_seg": 0.19293852522969246, "lr": 0.001, "mask_rcnn/accuracy": 0.9058868339002267, "mask_rcnn/false_negative": 0.07513204415707983, "mask_rcnn/false_positive": 0.09531365205713355, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 22.0, "time": 0.7023444445803761, "total_loss": 1.4131578057131264} {"data_time": 0.009911463595926762, "eta_seconds": 35333.22574117035, "iteration": 219439, "loss_fcos_cls": 0.19776751683093607, "loss_fcos_ctr": 0.6155894855037332, "loss_fcos_loc": 0.15866173867834732, "loss_mask": 0.24334702733904123, "loss_maskiou": 0.004924248576571699, "loss_sem_seg": 0.19438247103244066, "lr": 0.001, "mask_rcnn/accuracy": 0.8656753282708433, "mask_rcnn/false_negative": 0.11813654303091867, "mask_rcnn/false_positive": 0.14820155661147383, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 29.0, "time": 0.698213629424572, "total_loss": 1.420552840369055} {"data_time": 0.0100954445078969, "eta_seconds": 35323.645555439405, "iteration": 219459, "loss_fcos_cls": 0.2021013768389821, "loss_fcos_ctr": 0.6135809756815434, "loss_fcos_loc": 0.16452984983334318, "loss_mask": 0.23887431435287, "loss_maskiou": 0.0044155379400763195, "loss_sem_seg": 0.19020601315423846, "lr": 0.001, "mask_rcnn/accuracy": 0.9078598066861405, "mask_rcnn/false_negative": 0.08524845771719598, "mask_rcnn/false_positive": 0.1048447162601818, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 28.5, "time": 0.6984915444627404, "total_loss": 1.422097560509883} {"data_time": 0.01030820608139038, "eta_seconds": 35305.2727926597, "iteration": 219479, "loss_fcos_cls": 0.1915885932103265, "loss_fcos_ctr": 0.6144157215021551, "loss_fcos_loc": 0.16135907999705523, "loss_mask": 0.23264159262180328, "loss_maskiou": 0.004282985450117849, "loss_sem_seg": 0.17475434252992272, "lr": 0.001, "mask_rcnn/accuracy": 0.8934172284985422, "mask_rcnn/false_negative": 0.10843577124662881, "mask_rcnn/false_positive": 0.10475671362200223, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.0, "time": 0.713540717959404, "total_loss": 1.375057183449826} {"data_time": 0.010292570106685162, "eta_seconds": 35285.40645774361, "iteration": 219499, "loss_fcos_cls": 0.18945111308130436, "loss_fcos_ctr": 0.6126465648412704, "loss_fcos_loc": 0.15620957771898247, "loss_mask": 0.23849410004913807, "loss_maskiou": 0.004740029133245116, "loss_sem_seg": 0.1812581461854279, "lr": 0.001, "mask_rcnn/accuracy": 0.8894683434127304, "mask_rcnn/false_negative": 0.08241669733526641, "mask_rcnn/false_positive": 0.13458236961544762, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 33.0, "time": 0.7004998009651899, "total_loss": 1.3774286138432217} {"data_time": 0.010289509780704975, "eta_seconds": 35271.43231606018, "iteration": 219519, "loss_fcos_cls": 0.1893221994396299, "loss_fcos_ctr": 0.6140894708223641, "loss_fcos_loc": 0.15760933214914985, "loss_mask": 0.23429331462830305, "loss_maskiou": 0.0037723458954133093, "loss_sem_seg": 0.18151442660018802, "lr": 0.001, "mask_rcnn/accuracy": 0.8780960577001885, "mask_rcnn/false_negative": 0.10315882971263829, "mask_rcnn/false_positive": 0.1364360311558492, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.0, "time": 0.6974263926967978, "total_loss": 1.3914977316744626} {"data_time": 0.010409136302769184, "eta_seconds": 35243.37880198751, "iteration": 219539, "loss_fcos_cls": 0.1942467000335455, "loss_fcos_ctr": 0.6151179810985923, "loss_fcos_loc": 0.16665874514728785, "loss_mask": 0.24650733778253198, "loss_maskiou": 0.004330720817961264, "loss_sem_seg": 0.20792800188064575, "lr": 0.001, "mask_rcnn/accuracy": 0.8937044460641399, "mask_rcnn/false_negative": 0.08914891702580978, "mask_rcnn/false_positive": 0.11977673617890833, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.75, "time": 0.7089844327419996, "total_loss": 1.408694585930789} {"data_time": 0.0101174833253026, "eta_seconds": 35245.51498250291, "iteration": 219559, "loss_fcos_cls": 0.19662343035452068, "loss_fcos_ctr": 0.6117490688338876, "loss_fcos_loc": 0.15973201941233128, "loss_mask": 0.22959859808906913, "loss_maskiou": 0.00434143454185687, "loss_sem_seg": 0.1792221898213029, "lr": 0.001, "mask_rcnn/accuracy": 0.9094730964675026, "mask_rcnn/false_negative": 0.09154693081062541, "mask_rcnn/false_positive": 0.11007780630228602, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 26.25, "time": 0.7108956966549158, "total_loss": 1.390411795793625} {"data_time": 0.009995794855058193, "eta_seconds": 35243.57636534795, "iteration": 219579, "loss_fcos_cls": 0.19403853558469564, "loss_fcos_ctr": 0.6170442844741046, "loss_fcos_loc": 0.1652451790869236, "loss_mask": 0.23830752354115248, "loss_maskiou": 0.00453514567197999, "loss_sem_seg": 0.19038253417238593, "lr": 0.001, "mask_rcnn/accuracy": 0.883529974489796, "mask_rcnn/false_negative": 0.09341747597482575, "mask_rcnn/false_positive": 0.11818985069784184, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.75, "time": 0.7062767809256911, "total_loss": 1.4204547108020051} {"data_time": 0.011021810583770275, "eta_seconds": 35217.565088581294, "iteration": 219599, "loss_fcos_cls": 0.19533994398079813, "loss_fcos_ctr": 0.6130518699064851, "loss_fcos_loc": 0.15587126620812342, "loss_mask": 0.23941333685070276, "loss_maskiou": 0.004053112417750526, "loss_sem_seg": 0.19800463260617107, "lr": 0.001, "mask_rcnn/accuracy": 0.8910857039036545, "mask_rcnn/false_negative": 0.08450326200115615, "mask_rcnn/false_positive": 0.13597127399079, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.5, "time": 0.6972124259918928, "total_loss": 1.4139986263871833} {"data_time": 0.010092183016240597, "eta_seconds": 35217.75651865825, "iteration": 219619, "loss_fcos_cls": 0.19266257248818874, "loss_fcos_ctr": 0.6132098827511072, "loss_fcos_loc": 0.15787637536413968, "loss_mask": 0.2237684461288154, "loss_maskiou": 0.004003367645054823, "loss_sem_seg": 0.19400846841745079, "lr": 0.001, "mask_rcnn/accuracy": 0.8863762260223238, "mask_rcnn/false_negative": 0.08630703567958681, "mask_rcnn/false_positive": 0.12801824558887678, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 32.75, "time": 0.7062771283090115, "total_loss": 1.3866738119068032} {"data_time": 0.01013173907995224, "eta_seconds": 35195.86582210008, "iteration": 219639, "loss_fcos_cls": 0.19236893975175917, "loss_fcos_ctr": 0.612868444994092, "loss_fcos_loc": 0.16001013954519294, "loss_mask": 0.2351101436652243, "loss_maskiou": 0.004142637371842284, "loss_sem_seg": 0.1934614018537104, "lr": 0.001, "mask_rcnn/accuracy": 0.8912002300920367, "mask_rcnn/false_negative": 0.10058064093440028, "mask_rcnn/false_positive": 0.11382355571485311, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 25.5, "time": 0.6950610484927893, "total_loss": 1.3991116358993168} {"data_time": 0.011240717954933643, "eta_seconds": 35175.64024769887, "iteration": 219659, "loss_fcos_cls": 0.1821403068024665, "loss_fcos_ctr": 0.6154877273365855, "loss_fcos_loc": 0.16209223319310695, "loss_mask": 0.23569131828844547, "loss_maskiou": 0.004333478369517252, "loss_sem_seg": 0.19754897500388324, "lr": 0.001, "mask_rcnn/accuracy": 0.9074249017788933, "mask_rcnn/false_negative": 0.0892261542886934, "mask_rcnn/false_positive": 0.10868473013896207, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 24.25, "time": 0.6978248469531536, "total_loss": 1.4315389543517085} {"data_time": 0.00971325021237135, "eta_seconds": 35153.859077546746, "iteration": 219679, "loss_fcos_cls": 0.20065582665847614, "loss_fcos_ctr": 0.6151676895096898, "loss_fcos_loc": 0.17255879193544388, "loss_mask": 0.2542310440912843, "loss_maskiou": 0.0048236345464829355, "loss_sem_seg": 0.19209702778607607, "lr": 0.001, "mask_rcnn/accuracy": 0.8819178212716348, "mask_rcnn/false_negative": 0.08501001311218262, "mask_rcnn/false_positive": 0.1467820821312959, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.25, "time": 0.6937297619879246, "total_loss": 1.4629904902612907} {"data_time": 0.010604620911180973, "eta_seconds": 35133.81419903319, "iteration": 219699, "loss_fcos_cls": 0.19242536442470737, "loss_fcos_ctr": 0.6188136329874396, "loss_fcos_loc": 0.16443123575299978, "loss_mask": 0.24420000426471233, "loss_maskiou": 0.004187826729321387, "loss_sem_seg": 0.19429408968426287, "lr": 0.001, "mask_rcnn/accuracy": 0.8975732600732601, "mask_rcnn/false_negative": 0.10221324823194358, "mask_rcnn/false_positive": 0.11576128647743436, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 25.5, "time": 0.708371615037322, "total_loss": 1.4589983126861625} {"data_time": 0.009890872985124588, "eta_seconds": 35119.84476932045, "iteration": 219719, "loss_fcos_cls": 0.19358683982864022, "loss_fcos_ctr": 0.6125673428177834, "loss_fcos_loc": 0.15966714028036222, "loss_mask": 0.24576789792627096, "loss_maskiou": 0.004642812440579291, "loss_sem_seg": 0.1923253946006298, "lr": 0.001, "mask_rcnn/accuracy": 0.9001018980666657, "mask_rcnn/false_negative": 0.09516649167808504, "mask_rcnn/false_positive": 0.11317341561252314, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.0, "time": 0.7066597146913409, "total_loss": 1.4089607459536637} {"data_time": 0.010359786450862885, "eta_seconds": 35117.58667476475, "iteration": 219739, "loss_fcos_cls": 0.1935761027270928, "loss_fcos_ctr": 0.6160948341712356, "loss_fcos_loc": 0.17017502943053842, "loss_mask": 0.25227347388863564, "loss_maskiou": 0.004398996279633138, "loss_sem_seg": 0.2151428982615471, "lr": 0.001, "mask_rcnn/accuracy": 0.8957958854863106, "mask_rcnn/false_negative": 0.08626078052796476, "mask_rcnn/false_positive": 0.14907036415216524, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 34.75, "time": 0.7205616654828191, "total_loss": 1.4461614046012983} {"data_time": 0.01013215072453022, "eta_seconds": 35106.9245154988, "iteration": 219759, "loss_fcos_cls": 0.1831726892851293, "loss_fcos_ctr": 0.6151961572468281, "loss_fcos_loc": 0.16058273561066017, "loss_mask": 0.2400817982852459, "loss_maskiou": 0.004080091734067537, "loss_sem_seg": 0.17462277365848422, "lr": 0.001, "mask_rcnn/accuracy": 0.9049999186277382, "mask_rcnn/false_negative": 0.09395583003822575, "mask_rcnn/false_positive": 0.09691059595923449, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.0, "time": 0.6973440973088145, "total_loss": 1.4161980963817768} {"data_time": 0.009191359393298626, "eta_seconds": 35111.747175223194, "iteration": 219779, "loss_fcos_cls": 0.191231053089723, "loss_fcos_ctr": 0.6149992533028126, "loss_fcos_loc": 0.16358241203124635, "loss_mask": 0.24773703329265118, "loss_maskiou": 0.004353952674136963, "loss_sem_seg": 0.16859161388128996, "lr": 0.001, "mask_rcnn/accuracy": 0.8931302820900685, "mask_rcnn/false_negative": 0.08382616557217673, "mask_rcnn/false_positive": 0.1182242805255987, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.7054248033091426, "total_loss": 1.3783101371009252} {"data_time": 0.009298641234636307, "eta_seconds": 35107.092831337824, "iteration": 219799, "loss_fcos_cls": 0.18846240860875696, "loss_fcos_ctr": 0.6115424055606127, "loss_fcos_loc": 0.15785440226318315, "loss_mask": 0.2459734221920371, "loss_maskiou": 0.004455576727195876, "loss_sem_seg": 0.1841371904592961, "lr": 0.001, "mask_rcnn/accuracy": 0.9013667699222546, "mask_rcnn/false_negative": 0.08438835956846474, "mask_rcnn/false_positive": 0.1455445271527323, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 28.25, "time": 0.6846525138244033, "total_loss": 1.434363390049839} {"data_time": 0.010304193943738937, "eta_seconds": 35121.795389718376, "iteration": 219819, "loss_fcos_cls": 0.18345946120098233, "loss_fcos_ctr": 0.6132737994194031, "loss_fcos_loc": 0.15911064005922526, "loss_mask": 0.23392282659187913, "loss_maskiou": 0.00394680462704855, "loss_sem_seg": 0.17958511738106608, "lr": 0.001, "mask_rcnn/accuracy": 0.8940181810270145, "mask_rcnn/false_negative": 0.07981666475322369, "mask_rcnn/false_positive": 0.13215544630226572, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 33.5, "time": 0.6992925386875868, "total_loss": 1.3792132458547712} {"data_time": 0.010619922541081905, "eta_seconds": 35136.61331240367, "iteration": 219839, "loss_fcos_cls": 0.18739014444872737, "loss_fcos_ctr": 0.6137019814923406, "loss_fcos_loc": 0.16237103345338255, "loss_mask": 0.24622139893472195, "loss_maskiou": 0.00404008969780989, "loss_sem_seg": 0.18729952978901565, "lr": 0.001, "mask_rcnn/accuracy": 0.8951414127294753, "mask_rcnn/false_negative": 0.0905588626759299, "mask_rcnn/false_positive": 0.11395151471761458, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 34.5, "time": 0.7204783633351326, "total_loss": 1.3893683550340938} {"data_time": 0.010267011821269989, "eta_seconds": 35118.979402267374, "iteration": 219859, "loss_fcos_cls": 0.19680182868614793, "loss_fcos_ctr": 0.6170481983572245, "loss_fcos_loc": 0.16360956584685482, "loss_mask": 0.24500951543450356, "loss_maskiou": 0.004337240701715928, "loss_sem_seg": 0.1859071170911193, "lr": 0.001, "mask_rcnn/accuracy": 0.9032310492418798, "mask_rcnn/false_negative": 0.07914028563653522, "mask_rcnn/false_positive": 0.11458141283234884, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 25.75, "time": 0.6994089027866721, "total_loss": 1.4359666362724965} {"data_time": 0.010464000515639782, "eta_seconds": 35113.40664265584, "iteration": 219879, "loss_fcos_cls": 0.18985424446873367, "loss_fcos_ctr": 0.6158978436142206, "loss_fcos_loc": 0.16255388455465436, "loss_mask": 0.24708363274112344, "loss_maskiou": 0.004662522303988226, "loss_sem_seg": 0.19740442535839975, "lr": 0.001, "mask_rcnn/accuracy": 0.9221062764728534, "mask_rcnn/false_negative": 0.05792776844676871, "mask_rcnn/false_positive": 0.08957251137372665, "roi_head/num_bg_samples": 40.25, "roi_head/num_fg_samples": 26.75, "time": 0.7053377404808998, "total_loss": 1.4162988063872035} {"data_time": 0.010330702178180218, "eta_seconds": 35107.0407868512, "iteration": 219899, "loss_fcos_cls": 0.18762251362204552, "loss_fcos_ctr": 0.6153215221129358, "loss_fcos_loc": 0.16286324406974018, "loss_mask": 0.2544745737686753, "loss_maskiou": 0.004127675718336832, "loss_sem_seg": 0.20214675413444638, "lr": 0.001, "mask_rcnn/accuracy": 0.8965086824203365, "mask_rcnn/false_negative": 0.0832173655409668, "mask_rcnn/false_positive": 0.11762733096341635, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 22.5, "time": 0.7086411472409964, "total_loss": 1.413362209146726} {"data_time": 0.009902551770210266, "eta_seconds": 35093.02627984062, "iteration": 219919, "loss_fcos_cls": 0.19320162467192858, "loss_fcos_ctr": 0.6140145240351558, "loss_fcos_loc": 0.16311065247282386, "loss_mask": 0.24315598141402006, "loss_maskiou": 0.004219427752104821, "loss_sem_seg": 0.18619434535503387, "lr": 0.001, "mask_rcnn/accuracy": 0.8803169248954088, "mask_rcnn/false_negative": 0.08743273391508538, "mask_rcnn/false_positive": 0.14751063969936076, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.75, "time": 0.6879740217700601, "total_loss": 1.4176162963976822} {"data_time": 0.009502872824668884, "eta_seconds": 35095.08270004392, "iteration": 219939, "loss_fcos_cls": 0.18658026389312, "loss_fcos_ctr": 0.6139418883249164, "loss_fcos_loc": 0.15144036780111492, "loss_mask": 0.23222010489553213, "loss_maskiou": 0.0045911078923381865, "loss_sem_seg": 0.16327171376906335, "lr": 0.001, "mask_rcnn/accuracy": 0.8993345789019833, "mask_rcnn/false_negative": 0.07704145894662615, "mask_rcnn/false_positive": 0.12253685536837121, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.5, "time": 0.7167949909344316, "total_loss": 1.3555125346065324} {"data_time": 0.01024873647838831, "eta_seconds": 35064.99726581946, "iteration": 219959, "loss_fcos_cls": 0.18246661580633372, "loss_fcos_ctr": 0.6129249790683389, "loss_fcos_loc": 0.1586128991912119, "loss_mask": 0.236377467866987, "loss_maskiou": 0.003951552869693842, "loss_sem_seg": 0.18204400199465454, "lr": 0.001, "mask_rcnn/accuracy": 0.8980434460083799, "mask_rcnn/false_negative": 0.08876563225173856, "mask_rcnn/false_positive": 0.12320723616065236, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 26.25, "time": 0.6893243053928018, "total_loss": 1.376585392452398} {"data_time": 0.00975608266890049, "eta_seconds": 35059.197399253026, "iteration": 219979, "loss_fcos_cls": 0.19368401332758367, "loss_fcos_ctr": 0.6152148954570293, "loss_fcos_loc": 0.1686837348388508, "loss_mask": 0.23794198594987392, "loss_maskiou": 0.004038893592223758, "loss_sem_seg": 0.18153725750744343, "lr": 0.001, "mask_rcnn/accuracy": 0.9037180041508128, "mask_rcnn/false_negative": 0.08426805469396195, "mask_rcnn/false_positive": 0.11680977462487446, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 25.5, "time": 0.701429283246398, "total_loss": 1.3822237648455484} {"data_time": 0.010662573389708996, "eta_seconds": 35079.85120546259, "iteration": 219999, "loss_fcos_cls": 0.17694853420834988, "loss_fcos_ctr": 0.6121748732402921, "loss_fcos_loc": 0.15080829118960537, "loss_mask": 0.2376283798366785, "loss_maskiou": 0.004674873831390869, "loss_sem_seg": 0.18479996756650507, "lr": 0.001, "mask_rcnn/accuracy": 0.8834418294756927, "mask_rcnn/false_negative": 0.08560066935389367, "mask_rcnn/false_positive": 0.12209951823748294, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 22.25, "time": 0.7095802845433354, "total_loss": 1.3854032088420354} {"data_time": 0.009352123364806175, "eta_seconds": 35090.82252469007, "iteration": 220019, "loss_fcos_cls": 0.18584054592065513, "loss_fcos_ctr": 0.6142343580722809, "loss_fcos_loc": 0.1682462499011308, "loss_mask": 0.24954848270863295, "loss_maskiou": 0.004891321070317645, "loss_sem_seg": 0.18995890580117702, "lr": 0.001, "mask_rcnn/accuracy": 0.8774921144566201, "mask_rcnn/false_negative": 0.09603473713184627, "mask_rcnn/false_positive": 0.14010653972856996, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7158763827756047, "total_loss": 1.4199376132710313} {"data_time": 0.009821095503866673, "eta_seconds": 35053.92890831083, "iteration": 220039, "loss_fcos_cls": 0.19524951418861747, "loss_fcos_ctr": 0.6155133261345327, "loss_fcos_loc": 0.16105583764147013, "loss_mask": 0.24244139343500137, "loss_maskiou": 0.004231392849760596, "loss_sem_seg": 0.21452746621798724, "lr": 0.001, "mask_rcnn/accuracy": 0.8850054000045118, "mask_rcnn/false_negative": 0.09225500928826269, "mask_rcnn/false_positive": 0.12128015052704927, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.5, "time": 0.6868251217529178, "total_loss": 1.4453709334411542} {"data_time": 0.010143606923520565, "eta_seconds": 35034.71197611652, "iteration": 220059, "loss_fcos_cls": 0.182958303776104, "loss_fcos_ctr": 0.6144083105027676, "loss_fcos_loc": 0.15449238917790353, "loss_mask": 0.2278457279317081, "loss_maskiou": 0.004259733961589518, "loss_sem_seg": 0.1816428480669856, "lr": 0.001, "mask_rcnn/accuracy": 0.9069301814542448, "mask_rcnn/false_negative": 0.08771842877391603, "mask_rcnn/false_positive": 0.12439629798165341, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 33.5, "time": 0.6789039522409439, "total_loss": 1.3812034983038757} {"data_time": 0.009560339152812958, "eta_seconds": 34994.64003293589, "iteration": 220079, "loss_fcos_cls": 0.18635790795087814, "loss_fcos_ctr": 0.613451340701431, "loss_fcos_loc": 0.15672330267261714, "loss_mask": 0.22698144521564245, "loss_maskiou": 0.0040879309653973905, "loss_sem_seg": 0.17661703960038722, "lr": 0.001, "mask_rcnn/accuracy": 0.9016366736912156, "mask_rcnn/false_negative": 0.08895256412721367, "mask_rcnn/false_positive": 0.1102558307298656, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 24.25, "time": 0.684312479570508, "total_loss": 1.3747079633722024} {"data_time": 0.010224554687738419, "eta_seconds": 34994.29358434677, "iteration": 220099, "loss_fcos_cls": 0.19316616735886782, "loss_fcos_ctr": 0.6128973867744207, "loss_fcos_loc": 0.15744808013550937, "loss_mask": 0.23838749900460243, "loss_maskiou": 0.003993073267338332, "loss_sem_seg": 0.17250780086033046, "lr": 0.001, "mask_rcnn/accuracy": 0.9026513312815004, "mask_rcnn/false_negative": 0.08676235713610063, "mask_rcnn/false_positive": 0.10536059177474351, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 24.75, "time": 0.6931136352941394, "total_loss": 1.3788404269726016} {"data_time": 0.010485260747373104, "eta_seconds": 34966.60001768544, "iteration": 220119, "loss_fcos_cls": 0.1940974979661405, "loss_fcos_ctr": 0.6134233721531928, "loss_fcos_loc": 0.156754219555296, "loss_mask": 0.23145538894459605, "loss_maskiou": 0.003643747761088889, "loss_sem_seg": 0.18141300580464303, "lr": 0.001, "mask_rcnn/accuracy": 0.9194931818881399, "mask_rcnn/false_negative": 0.07792570353176045, "mask_rcnn/false_positive": 0.07227300999657346, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 22.75, "time": 0.6959212003275752, "total_loss": 1.4004103532843146} {"data_time": 0.009888389147818089, "eta_seconds": 34935.67752476595, "iteration": 220139, "loss_fcos_cls": 0.1829630549182184, "loss_fcos_ctr": 0.6137834498658776, "loss_fcos_loc": 0.15366992983035743, "loss_mask": 0.24563722545281053, "loss_maskiou": 0.0042977328193956055, "loss_sem_seg": 0.20264384103938937, "lr": 0.001, "mask_rcnn/accuracy": 0.8902750385868633, "mask_rcnn/false_negative": 0.08188667277803212, "mask_rcnn/false_positive": 0.1349918492828024, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.75, "time": 0.6838625455275178, "total_loss": 1.3917526673540124} {"data_time": 0.010273648425936699, "eta_seconds": 34921.66429698281, "iteration": 220159, "loss_fcos_cls": 0.18684897653292865, "loss_fcos_ctr": 0.6134636891074479, "loss_fcos_loc": 0.15389805065933615, "loss_mask": 0.2384893987327814, "loss_maskiou": 0.004484682358452119, "loss_sem_seg": 0.164742715889588, "lr": 0.001, "mask_rcnn/accuracy": 0.8957881902761105, "mask_rcnn/false_negative": 0.08068498446230515, "mask_rcnn/false_positive": 0.09551652744136921, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.0, "time": 0.7015214515849948, "total_loss": 1.373501827052678} {"data_time": 0.00998781155794859, "eta_seconds": 34918.96770262532, "iteration": 220179, "loss_fcos_cls": 0.1857985353562981, "loss_fcos_ctr": 0.6155524849891663, "loss_fcos_loc": 0.16238872450776398, "loss_mask": 0.2500253552570939, "loss_maskiou": 0.004598842737323139, "loss_sem_seg": 0.18914400460198522, "lr": 0.001, "mask_rcnn/accuracy": 0.8911955586832434, "mask_rcnn/false_negative": 0.096134991997174, "mask_rcnn/false_positive": 0.12389286527390556, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.25, "time": 0.7032292541116476, "total_loss": 1.4059363458363805} {"data_time": 0.010355659760534763, "eta_seconds": 34924.16614484787, "iteration": 220199, "loss_fcos_cls": 0.19426559063140303, "loss_fcos_ctr": 0.6156110903248191, "loss_fcos_loc": 0.16259735298808664, "loss_mask": 0.2428234233520925, "loss_maskiou": 0.0046399379934882745, "loss_sem_seg": 0.2244041501544416, "lr": 0.001, "mask_rcnn/accuracy": 0.8945388943248532, "mask_rcnn/false_negative": 0.09705280064104561, "mask_rcnn/false_positive": 0.1133275668243368, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 29.25, "time": 0.7257822481915355, "total_loss": 1.4571568854007637} {"data_time": 0.009379928931593895, "eta_seconds": 34890.932161225006, "iteration": 220219, "loss_fcos_cls": 0.19184375018812716, "loss_fcos_ctr": 0.611428651958704, "loss_fcos_loc": 0.15638837323058397, "loss_mask": 0.24474898213520646, "loss_maskiou": 0.004558585605991539, "loss_sem_seg": 0.18975749891251326, "lr": 0.001, "mask_rcnn/accuracy": 0.9037861147365923, "mask_rcnn/false_negative": 0.07987246690714365, "mask_rcnn/false_positive": 0.09278561984582707, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 32.25, "time": 0.6964376447722316, "total_loss": 1.401934895737213} {"data_time": 0.0104832099750638, "eta_seconds": 34876.91439052485, "iteration": 220239, "loss_fcos_cls": 0.19813521322794259, "loss_fcos_ctr": 0.6157435108907521, "loss_fcos_loc": 0.1622363916831091, "loss_mask": 0.24363849870860577, "loss_maskiou": 0.004869682881690096, "loss_sem_seg": 0.18655782658606768, "lr": 0.001, "mask_rcnn/accuracy": 0.8980281301709874, "mask_rcnn/false_negative": 0.0868464580024519, "mask_rcnn/false_positive": 0.09434845608618062, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 30.75, "time": 0.7013044618070126, "total_loss": 1.4091652521638025} {"data_time": 0.009738536551594734, "eta_seconds": 34854.63095767982, "iteration": 220259, "loss_fcos_cls": 0.18734052561922, "loss_fcos_ctr": 0.6145291039720178, "loss_fcos_loc": 0.16348500933963805, "loss_mask": 0.24089807830750942, "loss_maskiou": 0.004332976113801124, "loss_sem_seg": 0.18355131661519408, "lr": 0.001, "mask_rcnn/accuracy": 0.8910610258932118, "mask_rcnn/false_negative": 0.08560295772249127, "mask_rcnn/false_positive": 0.13277452560838604, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.0, "time": 0.6930921943858266, "total_loss": 1.3873433328444662} {"data_time": 0.009822320193052292, "eta_seconds": 34834.79178119358, "iteration": 220279, "loss_fcos_cls": 0.18179820163641125, "loss_fcos_ctr": 0.6151162153109908, "loss_fcos_loc": 0.15681950852740556, "loss_mask": 0.22379722353070974, "loss_maskiou": 0.004229254489473533, "loss_sem_seg": 0.16057598497718573, "lr": 0.001, "mask_rcnn/accuracy": 0.8916557337220603, "mask_rcnn/false_negative": 0.08837207990612526, "mask_rcnn/false_positive": 0.1317762495880068, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.5, "time": 0.682470204308629, "total_loss": 1.351181752717821} {"data_time": 0.009647627361118793, "eta_seconds": 34820.77967693936, "iteration": 220299, "loss_fcos_cls": 0.1879500332288444, "loss_fcos_ctr": 0.614020936191082, "loss_fcos_loc": 0.16488202288746834, "loss_mask": 0.2538240971043706, "loss_maskiou": 0.004648629859730136, "loss_sem_seg": 0.19075353618245572, "lr": 0.001, "mask_rcnn/accuracy": 0.8937546072362641, "mask_rcnn/false_negative": 0.08454073905814657, "mask_rcnn/false_positive": 0.1296294096617011, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 26.25, "time": 0.7002412332221866, "total_loss": 1.4204591737070587} {"data_time": 0.009771372191607952, "eta_seconds": 34815.76528093219, "iteration": 220319, "loss_fcos_cls": 0.18737705890089273, "loss_fcos_ctr": 0.6130434013903141, "loss_fcos_loc": 0.16350459167733788, "loss_mask": 0.24610758991912007, "loss_maskiou": 0.004718413591035642, "loss_sem_seg": 0.2156376944622025, "lr": 0.001, "mask_rcnn/accuracy": 0.881074270740905, "mask_rcnn/false_negative": 0.09086797591133898, "mask_rcnn/false_positive": 0.11425673805005375, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 32.0, "time": 0.702013767324388, "total_loss": 1.4165758852905128} {"data_time": 0.010314660146832466, "eta_seconds": 34801.74955448508, "iteration": 220339, "loss_fcos_cls": 0.20086792996153235, "loss_fcos_ctr": 0.6151352766901255, "loss_fcos_loc": 0.16549878037767485, "loss_mask": 0.24284932296723127, "loss_maskiou": 0.004484527060412802, "loss_sem_seg": 0.1928057053592056, "lr": 0.001, "mask_rcnn/accuracy": 0.8821225032566218, "mask_rcnn/false_negative": 0.09614387543521213, "mask_rcnn/false_positive": 0.14476394653188673, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 24.75, "time": 0.7135206703096628, "total_loss": 1.4246283254724403} {"data_time": 0.010260370559990406, "eta_seconds": 34781.532019151375, "iteration": 220359, "loss_fcos_cls": 0.18315167829860002, "loss_fcos_ctr": 0.613831764087081, "loss_fcos_loc": 0.15558428433723748, "loss_mask": 0.2297025672160089, "loss_maskiou": 0.0036412315239431337, "loss_sem_seg": 0.20571450871648267, "lr": 0.001, "mask_rcnn/accuracy": 0.8945196272701459, "mask_rcnn/false_negative": 0.0884025077846675, "mask_rcnn/false_positive": 0.12236772345010763, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 35.5, "time": 0.7008660519495606, "total_loss": 1.3901822110492503} {"data_time": 0.01017916202545166, "eta_seconds": 34761.6583160162, "iteration": 220379, "loss_fcos_cls": 0.1965620785485953, "loss_fcos_ctr": 0.6151141570881009, "loss_fcos_loc": 0.15314193203812465, "loss_mask": 0.2328679570928216, "loss_maskiou": 0.00438648429553723, "loss_sem_seg": 0.1974775237031281, "lr": 0.001, "mask_rcnn/accuracy": 0.886056465855573, "mask_rcnn/false_negative": 0.10044458146258645, "mask_rcnn/false_positive": 0.10905574584625084, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.75, "time": 0.6804322116076946, "total_loss": 1.398461121127184} {"data_time": 0.010427301749587059, "eta_seconds": 34759.70237514377, "iteration": 220399, "loss_fcos_cls": 0.20496941672172397, "loss_fcos_ctr": 0.6153143616393209, "loss_fcos_loc": 0.16540394665207714, "loss_mask": 0.23512334190309048, "loss_maskiou": 0.0043940999457845464, "loss_sem_seg": 0.20316037815064192, "lr": 0.001, "mask_rcnn/accuracy": 0.905526983520681, "mask_rcnn/false_negative": 0.08278185113892873, "mask_rcnn/false_positive": 0.10063249619951135, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.75, "time": 0.7107504727318883, "total_loss": 1.4302161079322104} {"data_time": 0.00951946247369051, "eta_seconds": 34745.68664869666, "iteration": 220419, "loss_fcos_cls": 0.19494011253118515, "loss_fcos_ctr": 0.6115132523700595, "loss_fcos_loc": 0.15915834170300514, "loss_mask": 0.246016429271549, "loss_maskiou": 0.004260616944520734, "loss_sem_seg": 0.17153508658520877, "lr": 0.001, "mask_rcnn/accuracy": 0.9043517426801497, "mask_rcnn/false_negative": 0.0878670908346835, "mask_rcnn/false_positive": 0.12196818965408525, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.75, "time": 0.7164029823616147, "total_loss": 1.3976015885564266} {"data_time": 0.009836455807089806, "eta_seconds": 34736.73668352328, "iteration": 220439, "loss_fcos_cls": 0.19335631816647947, "loss_fcos_ctr": 0.6153427651152015, "loss_fcos_loc": 0.16580426460132003, "loss_mask": 0.24584353435784578, "loss_maskiou": 0.0048915344377746806, "loss_sem_seg": 0.1939875273965299, "lr": 0.001, "mask_rcnn/accuracy": 0.8827030296654745, "mask_rcnn/false_negative": 0.09247447761174392, "mask_rcnn/false_positive": 0.11705482656577797, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.5, "time": 0.7134092701599002, "total_loss": 1.4366575668809674} {"data_time": 0.010339001193642616, "eta_seconds": 34734.847149494104, "iteration": 220459, "loss_fcos_cls": 0.1897002583136782, "loss_fcos_ctr": 0.6132712606340647, "loss_fcos_loc": 0.1585154237691313, "loss_mask": 0.24300343496724963, "loss_maskiou": 0.004427762520208489, "loss_sem_seg": 0.19179236236959696, "lr": 0.001, "mask_rcnn/accuracy": 0.892606957749086, "mask_rcnn/false_negative": 0.1005473880337332, "mask_rcnn/false_positive": 0.1438046050547368, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 31.5, "time": 0.7073710635304451, "total_loss": 1.3935141111032863} {"data_time": 0.010284931398928165, "eta_seconds": 34700.472038263455, "iteration": 220479, "loss_fcos_cls": 0.19750689575448632, "loss_fcos_ctr": 0.6152170524001122, "loss_fcos_loc": 0.16118839115370065, "loss_mask": 0.24511421471834183, "loss_maskiou": 0.004278389074897859, "loss_sem_seg": 0.19956174865365028, "lr": 0.001, "mask_rcnn/accuracy": 0.8910735025717604, "mask_rcnn/false_negative": 0.09994022392466574, "mask_rcnn/false_positive": 0.10716243405733406, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 27.25, "time": 0.6793614467605948, "total_loss": 1.4253381446251296} {"data_time": 0.010389926843345165, "eta_seconds": 34686.457591043785, "iteration": 220499, "loss_fcos_cls": 0.18186906864866614, "loss_fcos_ctr": 0.6139606079086661, "loss_fcos_loc": 0.15403503307607025, "loss_mask": 0.23999030608683825, "loss_maskiou": 0.004237319168169051, "loss_sem_seg": 0.189096849411726, "lr": 0.001, "mask_rcnn/accuracy": 0.8941910288142717, "mask_rcnn/false_negative": 0.0762433334237321, "mask_rcnn/false_positive": 0.12117632882416576, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.25, "time": 0.7013349998742342, "total_loss": 1.38140790073885} {"data_time": 0.00994391180574894, "eta_seconds": 34672.443143824115, "iteration": 220519, "loss_fcos_cls": 0.18488120893016458, "loss_fcos_ctr": 0.6114994827657938, "loss_fcos_loc": 0.15567073482088745, "loss_mask": 0.2332694474607706, "loss_maskiou": 0.004388321059195732, "loss_sem_seg": 0.19639936578460038, "lr": 0.001, "mask_rcnn/accuracy": 0.8969592773149304, "mask_rcnn/false_negative": 0.09285261376352208, "mask_rcnn/false_positive": 0.09406484591566178, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 27.75, "time": 0.687471647746861, "total_loss": 1.3972921815002337} {"data_time": 0.010884389281272888, "eta_seconds": 34661.59229001403, "iteration": 220539, "loss_fcos_cls": 0.21197100449353456, "loss_fcos_ctr": 0.6156668094918132, "loss_fcos_loc": 0.17046541982563213, "loss_mask": 0.24479910545051098, "loss_maskiou": 0.00414718444517348, "loss_sem_seg": 0.20859836088493466, "lr": 0.001, "mask_rcnn/accuracy": 0.88676685891748, "mask_rcnn/false_negative": 0.08990731003261784, "mask_rcnn/false_positive": 0.11897972921470618, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.5, "time": 0.7049364065751433, "total_loss": 1.434467432940437} {"data_time": 0.010872543789446354, "eta_seconds": 34647.57656356692, "iteration": 220559, "loss_fcos_cls": 0.18278161622583866, "loss_fcos_ctr": 0.6132482551038265, "loss_fcos_loc": 0.15428871428593993, "loss_mask": 0.2421219814568758, "loss_maskiou": 0.004516928980592638, "loss_sem_seg": 0.2166169611737132, "lr": 0.001, "mask_rcnn/accuracy": 0.8759208251406876, "mask_rcnn/false_negative": 0.08187231407527903, "mask_rcnn/false_positive": 0.1572555454614692, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.25, "time": 0.7155966330319643, "total_loss": 1.4131920512445504} {"data_time": 0.010605376213788986, "eta_seconds": 34621.413235422224, "iteration": 220579, "loss_fcos_cls": 0.18975422315998003, "loss_fcos_ctr": 0.6162208616733551, "loss_fcos_loc": 0.1605095628183335, "loss_mask": 0.2401359025388956, "loss_maskiou": 0.004225465243507642, "loss_sem_seg": 0.18353897472843528, "lr": 0.001, "mask_rcnn/accuracy": 0.887689060997048, "mask_rcnn/false_negative": 0.08974827860950163, "mask_rcnn/false_positive": 0.14153066022438998, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 25.0, "time": 0.6803774777799845, "total_loss": 1.4189720143622253} {"data_time": 0.010241345502436161, "eta_seconds": 34607.4024249427, "iteration": 220599, "loss_fcos_cls": 0.18979655019938946, "loss_fcos_ctr": 0.6119119329378009, "loss_fcos_loc": 0.16273783461656421, "loss_mask": 0.24248492484912276, "loss_maskiou": 0.004377709614345804, "loss_sem_seg": 0.17852252849843353, "lr": 0.001, "mask_rcnn/accuracy": 0.8936175431711146, "mask_rcnn/false_negative": 0.09325472542073804, "mask_rcnn/false_positive": 0.13577948200696133, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.5, "time": 0.6962670935317874, "total_loss": 1.3722973561743856} {"data_time": 0.010053076781332493, "eta_seconds": 34580.62397059053, "iteration": 220619, "loss_fcos_cls": 0.18324584467336535, "loss_fcos_ctr": 0.6128068659454584, "loss_fcos_loc": 0.15682120455312543, "loss_mask": 0.2489801961928606, "loss_maskiou": 0.004431819917954272, "loss_sem_seg": 0.17690795823000371, "lr": 0.001, "mask_rcnn/accuracy": 0.8869674185463658, "mask_rcnn/false_negative": 0.11016847299291904, "mask_rcnn/false_positive": 0.12280829040753588, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 31.25, "time": 0.6916833743453026, "total_loss": 1.3825453269091668} {"data_time": 0.010192706249654293, "eta_seconds": 34549.06866688747, "iteration": 220639, "loss_fcos_cls": 0.1799283844884485, "loss_fcos_ctr": 0.6132771791890264, "loss_fcos_loc": 0.16365551244234666, "loss_mask": 0.22938624350354075, "loss_maskiou": 0.003788662503211526, "loss_sem_seg": 0.16721788118593395, "lr": 0.001, "mask_rcnn/accuracy": 0.904151413000265, "mask_rcnn/false_negative": 0.09138454182081214, "mask_rcnn/false_positive": 0.11107673560572584, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 25.75, "time": 0.6850976347923279, "total_loss": 1.3733347104680433} {"data_time": 0.009882564656436443, "eta_seconds": 34501.56312798802, "iteration": 220659, "loss_fcos_cls": 0.1843052429612726, "loss_fcos_ctr": 0.6169195994734764, "loss_fcos_loc": 0.164549179316964, "loss_mask": 0.23068255558609962, "loss_maskiou": 0.004385506596008781, "loss_sem_seg": 0.18429980683140457, "lr": 0.001, "mask_rcnn/accuracy": 0.8893382485191492, "mask_rcnn/false_negative": 0.08642042312061919, "mask_rcnn/false_positive": 0.13280247458172267, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 24.5, "time": 0.6857788916677237, "total_loss": 1.3977567574802379} {"data_time": 0.009903980419039726, "eta_seconds": 34527.24910323694, "iteration": 220679, "loss_fcos_cls": 0.1851581165974494, "loss_fcos_ctr": 0.6143491733819246, "loss_fcos_loc": 0.1640340544981882, "loss_mask": 0.24959510285407305, "loss_maskiou": 0.004824423995160032, "loss_sem_seg": 0.19181165006011724, "lr": 0.001, "mask_rcnn/accuracy": 0.9034642016147119, "mask_rcnn/false_negative": 0.07440747857907201, "mask_rcnn/false_positive": 0.11510141208392659, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.75, "time": 0.7033619536086917, "total_loss": 1.3882004016195424} {"data_time": 0.010049198754131794, "eta_seconds": 34520.1239986578, "iteration": 220699, "loss_fcos_cls": 0.18815069773700088, "loss_fcos_ctr": 0.612552035599947, "loss_fcos_loc": 0.15649169980315492, "loss_mask": 0.23484695795923471, "loss_maskiou": 0.0042004331917269155, "loss_sem_seg": 0.1898447119165212, "lr": 0.001, "mask_rcnn/accuracy": 0.919600618936099, "mask_rcnn/false_negative": 0.06814951582997869, "mask_rcnn/false_positive": 0.10276753259205121, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 26.25, "time": 0.7163111018016934, "total_loss": 1.3820196345427576} {"data_time": 0.01027836836874485, "eta_seconds": 34513.99597045407, "iteration": 220719, "loss_fcos_cls": 0.1900743367150426, "loss_fcos_ctr": 0.6161449030041695, "loss_fcos_loc": 0.16135791037231684, "loss_mask": 0.24699546303600073, "loss_maskiou": 0.004529757563432213, "loss_sem_seg": 0.18412894662469625, "lr": 0.001, "mask_rcnn/accuracy": 0.8841171923314781, "mask_rcnn/false_negative": 0.08402322416917014, "mask_rcnn/false_positive": 0.14443361973619923, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 30.5, "time": 0.7177983177825809, "total_loss": 1.4150114659423707} {"data_time": 0.009710891172289848, "eta_seconds": 34500.431672682986, "iteration": 220739, "loss_fcos_cls": 0.19408484152518213, "loss_fcos_ctr": 0.6119470512494445, "loss_fcos_loc": 0.15754396095871925, "loss_mask": 0.24449516786262393, "loss_maskiou": 0.004387325388961472, "loss_sem_seg": 0.1814927866216749, "lr": 0.001, "mask_rcnn/accuracy": 0.8903309214368065, "mask_rcnn/false_negative": 0.0793818775336042, "mask_rcnn/false_positive": 0.12573574831141465, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.25, "time": 0.724514021538198, "total_loss": 1.3705525704899628} {"data_time": 0.00972380768507719, "eta_seconds": 34489.47947959509, "iteration": 220759, "loss_fcos_cls": 0.19528763863490894, "loss_fcos_ctr": 0.615576907992363, "loss_fcos_loc": 0.16425046772928908, "loss_mask": 0.2490386078134179, "loss_maskiou": 0.004025439542601816, "loss_sem_seg": 0.17949731182307005, "lr": 0.001, "mask_rcnn/accuracy": 0.8856217744829891, "mask_rcnn/false_negative": 0.08536550587319802, "mask_rcnn/false_positive": 0.13642584762343707, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.75, "time": 0.699314090423286, "total_loss": 1.4034081497848092} {"data_time": 0.009454051963984966, "eta_seconds": 34472.41727454029, "iteration": 220779, "loss_fcos_cls": 0.19961740204598755, "loss_fcos_ctr": 0.6157886367291212, "loss_fcos_loc": 0.16564564604777843, "loss_mask": 0.23726650653406978, "loss_maskiou": 0.004230460563121596, "loss_sem_seg": 0.1850194432772696, "lr": 0.001, "mask_rcnn/accuracy": 0.9048651301316546, "mask_rcnn/false_negative": 0.0708073532519847, "mask_rcnn/false_positive": 0.13554974565506217, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.0, "time": 0.7052352363243699, "total_loss": 1.403584458079422} {"data_time": 0.01053944043815136, "eta_seconds": 34461.15275139827, "iteration": 220799, "loss_fcos_cls": 0.19183281250298023, "loss_fcos_ctr": 0.6165324617177248, "loss_fcos_loc": 0.16560583526734263, "loss_mask": 0.24137702770531178, "loss_maskiou": 0.004624797671567649, "loss_sem_seg": 0.1901259054429829, "lr": 0.001, "mask_rcnn/accuracy": 0.9025945744151319, "mask_rcnn/false_negative": 0.082997200708171, "mask_rcnn/false_positive": 0.10687109747512347, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 23.75, "time": 0.6967017138376832, "total_loss": 1.4057530687205144} {"data_time": 0.01038172747939825, "eta_seconds": 34457.7787903538, "iteration": 220819, "loss_fcos_cls": 0.18556817364878953, "loss_fcos_ctr": 0.6124890204519033, "loss_fcos_loc": 0.1562492157681845, "loss_mask": 0.22934114607051015, "loss_maskiou": 0.004240835893142503, "loss_sem_seg": 0.17095748067367822, "lr": 0.001, "mask_rcnn/accuracy": 0.8922662953089444, "mask_rcnn/false_negative": 0.10416254470266162, "mask_rcnn/false_positive": 0.11183067380320602, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 29.25, "time": 0.7148729804903269, "total_loss": 1.3607790567766642} {"data_time": 0.009777095168828964, "eta_seconds": 34439.27269918844, "iteration": 220839, "loss_fcos_cls": 0.18625338515266776, "loss_fcos_ctr": 0.61367760412395, "loss_fcos_loc": 0.15706954011693597, "loss_mask": 0.2297103088349104, "loss_maskiou": 0.003968739642004948, "loss_sem_seg": 0.1899039433337748, "lr": 0.001, "mask_rcnn/accuracy": 0.8930546164248832, "mask_rcnn/false_negative": 0.10577552735600622, "mask_rcnn/false_positive": 0.1065729597063324, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.75, "time": 0.7128493767231703, "total_loss": 1.367650543426862} {"data_time": 0.010353167541325092, "eta_seconds": 34422.85372110177, "iteration": 220859, "loss_fcos_cls": 0.18948126467876136, "loss_fcos_ctr": 0.6151070026680827, "loss_fcos_loc": 0.16748810722492635, "loss_mask": 0.23782979929819703, "loss_maskiou": 0.004726740826299647, "loss_sem_seg": 0.19487053656484932, "lr": 0.001, "mask_rcnn/accuracy": 0.8942834000387967, "mask_rcnn/false_negative": 0.08806574931713375, "mask_rcnn/false_positive": 0.11599373188288033, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.25, "time": 0.6880088811740279, "total_loss": 1.4031617157779692} {"data_time": 0.009952476248145103, "eta_seconds": 34398.55065833777, "iteration": 220879, "loss_fcos_cls": 0.17998777492903173, "loss_fcos_ctr": 0.6134235905483365, "loss_fcos_loc": 0.15911890706047416, "loss_mask": 0.25201691780239344, "loss_maskiou": 0.004580195884045679, "loss_sem_seg": 0.19659956125542521, "lr": 0.001, "mask_rcnn/accuracy": 0.910410592808552, "mask_rcnn/false_negative": 0.0780239702376253, "mask_rcnn/false_positive": 0.11127850408500226, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 29.75, "time": 0.6814877903088927, "total_loss": 1.4032066592844785} {"data_time": 0.010482428595423698, "eta_seconds": 34379.092902981676, "iteration": 220899, "loss_fcos_cls": 0.19197957852156833, "loss_fcos_ctr": 0.6152483699843287, "loss_fcos_loc": 0.16181877860799432, "loss_mask": 0.2384370006620884, "loss_maskiou": 0.004263596670170955, "loss_sem_seg": 0.1737964975181967, "lr": 0.001, "mask_rcnn/accuracy": 0.8827364446447923, "mask_rcnn/false_negative": 0.09689939949467888, "mask_rcnn/false_positive": 0.12923629785991858, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 33.5, "time": 0.6990205906331539, "total_loss": 1.391064640980403} {"data_time": 0.009746238589286804, "eta_seconds": 34373.92577719316, "iteration": 220919, "loss_fcos_cls": 0.18689031503163278, "loss_fcos_ctr": 0.6124724000692368, "loss_fcos_loc": 0.15618098783306777, "loss_mask": 0.23874562792479992, "loss_maskiou": 0.003853274080029223, "loss_sem_seg": 0.19406218855874613, "lr": 0.001, "mask_rcnn/accuracy": 0.9055497647087509, "mask_rcnn/false_negative": 0.07541829202775807, "mask_rcnn/false_positive": 0.10441287809516339, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 23.0, "time": 0.6917911199852824, "total_loss": 1.4015578066464514} {"data_time": 0.010329199954867363, "eta_seconds": 34351.08606572542, "iteration": 220939, "loss_fcos_cls": 0.1872129717376083, "loss_fcos_ctr": 0.6114284005016088, "loss_fcos_loc": 0.15710920887067914, "loss_mask": 0.23978481348603964, "loss_maskiou": 0.0045001671751379035, "loss_sem_seg": 0.1991925542242825, "lr": 0.001, "mask_rcnn/accuracy": 0.8828081589495433, "mask_rcnn/false_negative": 0.07935845334203484, "mask_rcnn/false_positive": 0.12582390673559868, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 25.75, "time": 0.7083450881764293, "total_loss": 1.4147218276812055} {"data_time": 0.010253858752548695, "eta_seconds": 34347.32381038461, "iteration": 220959, "loss_fcos_cls": 0.19820809131488204, "loss_fcos_ctr": 0.6150077488273382, "loss_fcos_loc": 0.16655118553899229, "loss_mask": 0.25764370476827025, "loss_maskiou": 0.004374044488940854, "loss_sem_seg": 0.1778122535906732, "lr": 0.001, "mask_rcnn/accuracy": 0.8870260636346965, "mask_rcnn/false_negative": 0.09681017573259243, "mask_rcnn/false_positive": 0.12043632589482324, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 24.75, "time": 0.7136052697896957, "total_loss": 1.4487983461731346} {"data_time": 0.010243596509099007, "eta_seconds": 34328.52246131748, "iteration": 220979, "loss_fcos_cls": 0.20000468147918582, "loss_fcos_ctr": 0.6130733038298786, "loss_fcos_loc": 0.15999800560530275, "loss_mask": 0.239092618227005, "loss_maskiou": 0.004725996506749652, "loss_sem_seg": 0.18690815707668662, "lr": 0.001, "mask_rcnn/accuracy": 0.8949708694883939, "mask_rcnn/false_negative": 0.08966164508238979, "mask_rcnn/false_positive": 0.10218224545420926, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 31.0, "time": 0.6964544132351875, "total_loss": 1.4052725338406162} {"data_time": 0.009924553334712982, "eta_seconds": 34314.51682191342, "iteration": 220999, "loss_fcos_cls": 0.20327598077710718, "loss_fcos_ctr": 0.6154060317203403, "loss_fcos_loc": 0.16364020522451028, "loss_mask": 0.25292657036334276, "loss_maskiou": 0.004917618316540029, "loss_sem_seg": 0.17118553910404444, "lr": 0.001, "mask_rcnn/accuracy": 0.8864331035906603, "mask_rcnn/false_negative": 0.09122363636252792, "mask_rcnn/false_positive": 0.1337297951982434, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7020529797300696, "total_loss": 1.3985117113988963} {"data_time": 0.009759380482137203, "eta_seconds": 34254.82012614515, "iteration": 221019, "loss_fcos_cls": 0.1931357370922342, "loss_fcos_ctr": 0.6167735997587442, "loss_fcos_loc": 0.1689402936026454, "loss_mask": 0.23868002276867628, "loss_maskiou": 0.004323948509409092, "loss_sem_seg": 0.18897408479824662, "lr": 0.001, "mask_rcnn/accuracy": 0.9025305764068079, "mask_rcnn/false_negative": 0.08908262112405065, "mask_rcnn/false_positive": 0.10897319934791797, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.75, "time": 0.6861335439607501, "total_loss": 1.4087774304061895} {"data_time": 0.010123791173100471, "eta_seconds": 34269.12294480018, "iteration": 221039, "loss_fcos_cls": 0.19487043237313628, "loss_fcos_ctr": 0.6131781116127968, "loss_fcos_loc": 0.1566846714122221, "loss_mask": 0.23906454211100936, "loss_maskiou": 0.0041811821720330045, "loss_sem_seg": 0.17262125737033784, "lr": 0.001, "mask_rcnn/accuracy": 0.8892248577389402, "mask_rcnn/false_negative": 0.09089893067279092, "mask_rcnn/false_positive": 0.11159434870853968, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.0, "time": 0.7222179379314184, "total_loss": 1.408311322607915} {"data_time": 0.009921085089445114, "eta_seconds": 34267.065553956665, "iteration": 221059, "loss_fcos_cls": 0.20234964624978602, "loss_fcos_ctr": 0.6165883764624596, "loss_fcos_loc": 0.16282342874910682, "loss_mask": 0.2308968110010028, "loss_maskiou": 0.003817565078861662, "loss_sem_seg": 0.21374393859878182, "lr": 0.001, "mask_rcnn/accuracy": 0.9091788223652664, "mask_rcnn/false_negative": 0.0818201950847499, "mask_rcnn/false_positive": 0.10730028874930392, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 25.5, "time": 0.6897245608270168, "total_loss": 1.418209390307311} {"data_time": 0.00986216776072979, "eta_seconds": 34263.27823918406, "iteration": 221079, "loss_fcos_cls": 0.1889685734640807, "loss_fcos_ctr": 0.6156961023807526, "loss_fcos_loc": 0.16316053387708962, "loss_mask": 0.24771364498883486, "loss_maskiou": 0.004818546571186744, "loss_sem_seg": 0.19725910923443735, "lr": 0.001, "mask_rcnn/accuracy": 0.8894201228878649, "mask_rcnn/false_negative": 0.09048327607694995, "mask_rcnn/false_positive": 0.13955027131699668, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.25, "time": 0.7146788975223899, "total_loss": 1.418714900068153} {"data_time": 0.009179715067148209, "eta_seconds": 34271.72920552455, "iteration": 221099, "loss_fcos_cls": 0.19312489894218743, "loss_fcos_ctr": 0.6158153489232063, "loss_fcos_loc": 0.1627577802282758, "loss_mask": 0.23393363924697042, "loss_maskiou": 0.004067482212121831, "loss_sem_seg": 0.18883404810912907, "lr": 0.001, "mask_rcnn/accuracy": 0.8993974200504944, "mask_rcnn/false_negative": 0.07724943265307727, "mask_rcnn/false_positive": 0.12100516603790984, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.0, "time": 0.7158028334379196, "total_loss": 1.397568722590222} {"data_time": 0.011313033290207386, "eta_seconds": 34258.59996049665, "iteration": 221119, "loss_fcos_cls": 0.1887069441145286, "loss_fcos_ctr": 0.61417306214571, "loss_fcos_loc": 0.15860086830798537, "loss_mask": 0.24043997935950756, "loss_maskiou": 0.004568978358292952, "loss_sem_seg": 0.17644672794267535, "lr": 0.001, "mask_rcnn/accuracy": 0.8811141994111078, "mask_rcnn/false_negative": 0.10826289411298168, "mask_rcnn/false_positive": 0.1338636618951894, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.25, "time": 0.706630646251142, "total_loss": 1.383161661971826} {"data_time": 0.009630169719457626, "eta_seconds": 34279.80587075651, "iteration": 221139, "loss_fcos_cls": 0.1921219352807384, "loss_fcos_ctr": 0.6131282448768616, "loss_fcos_loc": 0.16039638360962272, "loss_mask": 0.23906848952174187, "loss_maskiou": 0.0038593025965383276, "loss_sem_seg": 0.20652597257867455, "lr": 0.001, "mask_rcnn/accuracy": 0.9065282763580835, "mask_rcnn/false_negative": 0.08765666481470996, "mask_rcnn/false_positive": 0.1080798829066896, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.25, "time": 0.7236632388085127, "total_loss": 1.430838005602709} {"data_time": 0.010536402463912964, "eta_seconds": 34248.6026610462, "iteration": 221159, "loss_fcos_cls": 0.1860091087874025, "loss_fcos_ctr": 0.6150098480284214, "loss_fcos_loc": 0.15943101211450994, "loss_mask": 0.24845337867736816, "loss_maskiou": 0.004380831156595377, "loss_sem_seg": 0.1889621989103034, "lr": 0.001, "mask_rcnn/accuracy": 0.8889786106750392, "mask_rcnn/false_negative": 0.07989345554974164, "mask_rcnn/false_positive": 0.1349568759395295, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.25, "time": 0.690742970444262, "total_loss": 1.3866903640227974} {"data_time": 0.009593038819730282, "eta_seconds": 34216.54852951877, "iteration": 221179, "loss_fcos_cls": 0.1962562378612347, "loss_fcos_ctr": 0.614533968269825, "loss_fcos_loc": 0.16001347894780338, "loss_mask": 0.23079026117920876, "loss_maskiou": 0.0036574643090716563, "loss_sem_seg": 0.18715998204424977, "lr": 0.001, "mask_rcnn/accuracy": 0.8938827848768687, "mask_rcnn/false_negative": 0.08969711693676213, "mask_rcnn/false_positive": 0.11914128888123265, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 22.75, "time": 0.6987594263628125, "total_loss": 1.4023984310369997} {"data_time": 0.010214239358901978, "eta_seconds": 34187.07811055705, "iteration": 221199, "loss_fcos_cls": 0.1874754250748083, "loss_fcos_ctr": 0.6141198519617319, "loss_fcos_loc": 0.16104412521235645, "loss_mask": 0.23607946373522282, "loss_maskiou": 0.004205801073112525, "loss_sem_seg": 0.18613865715451539, "lr": 0.001, "mask_rcnn/accuracy": 0.8975878976758639, "mask_rcnn/false_negative": 0.08886352902950304, "mask_rcnn/false_positive": 0.11615964476924676, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 28.5, "time": 0.698105126619339, "total_loss": 1.384258722035156} {"data_time": 0.010261106304824352, "eta_seconds": 34188.51424220018, "iteration": 221219, "loss_fcos_cls": 0.19837885804008693, "loss_fcos_ctr": 0.6152229178696871, "loss_fcos_loc": 0.16196564538404346, "loss_mask": 0.2375316433608532, "loss_maskiou": 0.004183021719654789, "loss_sem_seg": 0.1790317096747458, "lr": 0.001, "mask_rcnn/accuracy": 0.8847045068027211, "mask_rcnn/false_negative": 0.09244138279359808, "mask_rcnn/false_positive": 0.1419585509479699, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 25.25, "time": 0.7024699822068214, "total_loss": 1.4128354915737873} {"data_time": 0.0102553591132164, "eta_seconds": 34175.86300729588, "iteration": 221239, "loss_fcos_cls": 0.19372709863819182, "loss_fcos_ctr": 0.6145247174426913, "loss_fcos_loc": 0.1649965678807348, "loss_mask": 0.23398497607558966, "loss_maskiou": 0.004092007991857827, "loss_sem_seg": 0.20168957603164017, "lr": 0.001, "mask_rcnn/accuracy": 0.8950947310276569, "mask_rcnn/false_negative": 0.08134707490018334, "mask_rcnn/false_positive": 0.1375950475328106, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.5, "time": 0.7264149533584714, "total_loss": 1.385317284388293} {"data_time": 0.010937764309346676, "eta_seconds": 34166.51149245165, "iteration": 221259, "loss_fcos_cls": 0.1856897979741916, "loss_fcos_ctr": 0.6146221430972219, "loss_fcos_loc": 0.1622678665444255, "loss_mask": 0.23609416279941797, "loss_maskiou": 0.0043768104987975676, "loss_sem_seg": 0.1978494878858328, "lr": 0.001, "mask_rcnn/accuracy": 0.8923555835377629, "mask_rcnn/false_negative": 0.09233373121434908, "mask_rcnn/false_positive": 0.10720719665588982, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 28.0, "time": 0.7011433392763138, "total_loss": 1.4054699671833077} {"data_time": 0.010057688690721989, "eta_seconds": 34175.072408639826, "iteration": 221279, "loss_fcos_cls": 0.20090230787172914, "loss_fcos_ctr": 0.6157528720796108, "loss_fcos_loc": 0.16604763083159924, "loss_mask": 0.2532987389713526, "loss_maskiou": 0.004537338885711506, "loss_sem_seg": 0.1927798066753894, "lr": 0.001, "mask_rcnn/accuracy": 0.8572451004211208, "mask_rcnn/false_negative": 0.08590087927963538, "mask_rcnn/false_positive": 0.19321968559457872, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.0, "time": 0.7099872678518295, "total_loss": 1.4502293834157172} {"data_time": 0.009373110719025135, "eta_seconds": 34178.46956289187, "iteration": 221299, "loss_fcos_cls": 0.1900531455175951, "loss_fcos_ctr": 0.6128523908555508, "loss_fcos_loc": 0.16288841236382723, "loss_mask": 0.23998378356918693, "loss_maskiou": 0.004234120642649941, "loss_sem_seg": 0.18826704425737262, "lr": 0.001, "mask_rcnn/accuracy": 0.8949557843472318, "mask_rcnn/false_negative": 0.08055004945808678, "mask_rcnn/false_positive": 0.12446027077714492, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.5, "time": 0.7120660413056612, "total_loss": 1.4048578940501102} {"data_time": 0.010365710593760014, "eta_seconds": 34147.01463280711, "iteration": 221319, "loss_fcos_cls": 0.18925975286401808, "loss_fcos_ctr": 0.6126664243638515, "loss_fcos_loc": 0.1595717630116269, "loss_mask": 0.23851294443011284, "loss_maskiou": 0.004292256002372596, "loss_sem_seg": 0.18628216488286853, "lr": 0.001, "mask_rcnn/accuracy": 0.8963466376133786, "mask_rcnn/false_negative": 0.08157288645736552, "mask_rcnn/false_positive": 0.12399037795298112, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 25.75, "time": 0.6865126416087151, "total_loss": 1.4178865689591476} {"data_time": 0.010276809334754944, "eta_seconds": 34181.30463907309, "iteration": 221339, "loss_fcos_cls": 0.18920647678896785, "loss_fcos_ctr": 0.6160616539418697, "loss_fcos_loc": 0.16839100082870573, "loss_mask": 0.2523150835186243, "loss_maskiou": 0.004588733820128255, "loss_sem_seg": 0.17531346925534308, "lr": 0.001, "mask_rcnn/accuracy": 0.8902359545216688, "mask_rcnn/false_negative": 0.0999056567307453, "mask_rcnn/false_positive": 0.13756526687212817, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.0, "time": 0.7292449735105038, "total_loss": 1.4223164856230142} {"data_time": 0.010438147000968456, "eta_seconds": 34139.05413485039, "iteration": 221359, "loss_fcos_cls": 0.19716171058826149, "loss_fcos_ctr": 0.6129574798978865, "loss_fcos_loc": 0.15636243112385273, "loss_mask": 0.25006526755169034, "loss_maskiou": 0.00469167044502683, "loss_sem_seg": 0.1795874151866883, "lr": 0.001, "mask_rcnn/accuracy": 0.8816158331464454, "mask_rcnn/false_negative": 0.09937490276856309, "mask_rcnn/false_positive": 0.11892000213100773, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.0, "time": 0.6805025991052389, "total_loss": 1.4145980653665902} {"data_time": 0.009103044867515564, "eta_seconds": 34167.90223192703, "iteration": 221379, "loss_fcos_cls": 0.19169441820122302, "loss_fcos_ctr": 0.6118565732613206, "loss_fcos_loc": 0.16406044806353748, "loss_mask": 0.2462464114651084, "loss_maskiou": 0.00426578977931058, "loss_sem_seg": 0.2054496631026268, "lr": 0.001, "mask_rcnn/accuracy": 0.8953267667515814, "mask_rcnn/false_negative": 0.08685303298554535, "mask_rcnn/false_positive": 0.13945678718154067, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 24.75, "time": 0.6959852678701282, "total_loss": 1.4278884363302495} {"data_time": 0.010161958634853363, "eta_seconds": 34141.08765088115, "iteration": 221399, "loss_fcos_cls": 0.20036813244223595, "loss_fcos_ctr": 0.6156967589631677, "loss_fcos_loc": 0.16773992672096938, "loss_mask": 0.23885326040908694, "loss_maskiou": 0.00414166981499875, "loss_sem_seg": 0.19202798046171665, "lr": 0.001, "mask_rcnn/accuracy": 0.9050892857142857, "mask_rcnn/false_negative": 0.07740162607330393, "mask_rcnn/false_positive": 0.11608372629798193, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 26.75, "time": 0.7073279339820147, "total_loss": 1.4372544800316973} {"data_time": 0.009466515854001045, "eta_seconds": 34106.43580826651, "iteration": 221419, "loss_fcos_cls": 0.19386822148226202, "loss_fcos_ctr": 0.6135359578765929, "loss_fcos_loc": 0.15799982694443315, "loss_mask": 0.2447152235545218, "loss_maskiou": 0.004513809799391311, "loss_sem_seg": 0.19237135420553386, "lr": 0.001, "mask_rcnn/accuracy": 0.8881162422401082, "mask_rcnn/false_negative": 0.09249259861256073, "mask_rcnn/false_positive": 0.12071544814600008, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.75, "time": 0.706119048409164, "total_loss": 1.416510214005939} {"data_time": 0.010041139088571072, "eta_seconds": 34080.21725310758, "iteration": 221439, "loss_fcos_cls": 0.18117120442911983, "loss_fcos_ctr": 0.614554706029594, "loss_fcos_loc": 0.1533498375210911, "loss_mask": 0.23150593880563974, "loss_maskiou": 0.003879006730130641, "loss_sem_seg": 0.19825724721886218, "lr": 0.001, "mask_rcnn/accuracy": 0.9044770086064728, "mask_rcnn/false_negative": 0.0797225103741048, "mask_rcnn/false_positive": 0.10581570769233994, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 25.25, "time": 0.6939920717850327, "total_loss": 1.3825225324108033} {"data_time": 0.010340620763599873, "eta_seconds": 34066.18120885268, "iteration": 221459, "loss_fcos_cls": 0.1949161757947877, "loss_fcos_ctr": 0.6147610144689679, "loss_fcos_loc": 0.16232385823968798, "loss_mask": 0.235810081474483, "loss_maskiou": 0.003949266247218475, "loss_sem_seg": 0.1770005242433399, "lr": 0.001, "mask_rcnn/accuracy": 0.8994177773150076, "mask_rcnn/false_negative": 0.08595323830572513, "mask_rcnn/false_positive": 0.11938473812975012, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.25, "time": 0.7036880366504192, "total_loss": 1.4080549326172331} {"data_time": 0.011046615429222584, "eta_seconds": 34084.88948598597, "iteration": 221479, "loss_fcos_cls": 0.18980056827422231, "loss_fcos_ctr": 0.6155734211206436, "loss_fcos_loc": 0.16682660079095513, "loss_mask": 0.25537952361628413, "loss_maskiou": 0.004712219481007196, "loss_sem_seg": 0.18529115244746208, "lr": 0.001, "mask_rcnn/accuracy": 0.8686597757832231, "mask_rcnn/false_negative": 0.13217551632402083, "mask_rcnn/false_positive": 0.13223656622571495, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.75, "time": 0.7203716123476624, "total_loss": 1.4102088138279214} {"data_time": 0.010052980855107307, "eta_seconds": 34040.794074841775, "iteration": 221499, "loss_fcos_cls": 0.19770659925416112, "loss_fcos_ctr": 0.6165940053761005, "loss_fcos_loc": 0.1664677271619439, "loss_mask": 0.2593247778713703, "loss_maskiou": 0.004405757390486542, "loss_sem_seg": 0.2057864812668413, "lr": 0.001, "mask_rcnn/accuracy": 0.8815346335578567, "mask_rcnn/false_negative": 0.0917826972871329, "mask_rcnn/false_positive": 0.13347498682980088, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.6918457541614771, "total_loss": 1.4575793251933646} {"data_time": 0.010275742039084435, "eta_seconds": 34019.68747062329, "iteration": 221519, "loss_fcos_cls": 0.18821763154119253, "loss_fcos_ctr": 0.6135461591184139, "loss_fcos_loc": 0.1511497930623591, "loss_mask": 0.2337274793535471, "loss_maskiou": 0.004386090993648395, "loss_sem_seg": 0.18454449507407844, "lr": 0.001, "mask_rcnn/accuracy": 0.889296343537415, "mask_rcnn/false_negative": 0.09125603389677464, "mask_rcnn/false_positive": 0.14478508091926845, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.75, "time": 0.686004837974906, "total_loss": 1.3896252704257677} {"data_time": 0.010362811386585236, "eta_seconds": 34005.65323557425, "iteration": 221539, "loss_fcos_cls": 0.2074134759604931, "loss_fcos_ctr": 0.6143797626718879, "loss_fcos_loc": 0.1642744633136317, "loss_mask": 0.24532981868833303, "loss_maskiou": 0.004603449800924864, "loss_sem_seg": 0.19509192882105708, "lr": 0.001, "mask_rcnn/accuracy": 0.9018761693296918, "mask_rcnn/false_negative": 0.08625845638195324, "mask_rcnn/false_positive": 0.10582404047534419, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 24.25, "time": 0.7245442382991314, "total_loss": 1.4169030657321855} {"data_time": 0.010016543790698051, "eta_seconds": 33963.92754559312, "iteration": 221559, "loss_fcos_cls": 0.18434121721656993, "loss_fcos_ctr": 0.6147150658071041, "loss_fcos_loc": 0.15811601252062246, "loss_mask": 0.2353878770954907, "loss_maskiou": 0.003690647125040414, "loss_sem_seg": 0.17755397234577686, "lr": 0.001, "mask_rcnn/accuracy": 0.8929150132275132, "mask_rcnn/false_negative": 0.09974002159621119, "mask_rcnn/false_positive": 0.09293052308462516, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.75, "time": 0.6845235023647547, "total_loss": 1.385149733239814} {"data_time": 0.009692054241895676, "eta_seconds": 33971.111521825194, "iteration": 221579, "loss_fcos_cls": 0.1817686498980038, "loss_fcos_ctr": 0.6125912182033062, "loss_fcos_loc": 0.15364109276561067, "loss_mask": 0.2366273645311594, "loss_maskiou": 0.004273108599591069, "loss_sem_seg": 0.18597399804275483, "lr": 0.001, "mask_rcnn/accuracy": 0.9063837711935538, "mask_rcnn/false_negative": 0.07602651480869674, "mask_rcnn/false_positive": 0.10630329954031792, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 23.0, "time": 0.7023955816403031, "total_loss": 1.365421232279914} {"data_time": 0.010188892483711243, "eta_seconds": 33950.610201978125, "iteration": 221599, "loss_fcos_cls": 0.19352630956564099, "loss_fcos_ctr": 0.6116907075047493, "loss_fcos_loc": 0.1613118217792362, "loss_mask": 0.25116588873788714, "loss_maskiou": 0.005311031985911541, "loss_sem_seg": 0.20265278103761375, "lr": 0.001, "mask_rcnn/accuracy": 0.8987559634243307, "mask_rcnn/false_negative": 0.08628678293928584, "mask_rcnn/false_positive": 0.11304542291617133, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.75, "time": 0.695499244146049, "total_loss": 1.4206561227219936} {"data_time": 0.010918306186795235, "eta_seconds": 33987.45517340675, "iteration": 221619, "loss_fcos_cls": 0.1900474417489022, "loss_fcos_ctr": 0.614114860072732, "loss_fcos_loc": 0.15767141804099083, "loss_mask": 0.22366549633443356, "loss_maskiou": 0.0039551939407829195, "loss_sem_seg": 0.1717118020169437, "lr": 0.001, "mask_rcnn/accuracy": 0.8994009101898599, "mask_rcnn/false_negative": 0.08766495256261048, "mask_rcnn/false_positive": 0.11543559940061612, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 23.5, "time": 0.7033214848488569, "total_loss": 1.379660654318286} {"data_time": 0.010733428411185741, "eta_seconds": 33990.857414618134, "iteration": 221639, "loss_fcos_cls": 0.18981124419951811, "loss_fcos_ctr": 0.6135670635849237, "loss_fcos_loc": 0.15901102568022907, "loss_mask": 0.2486459081992507, "loss_maskiou": 0.004762668556395511, "loss_sem_seg": 0.1868611485697329, "lr": 0.001, "mask_rcnn/accuracy": 0.8839571387889115, "mask_rcnn/false_negative": 0.09588136070768712, "mask_rcnn/false_positive": 0.138309217672762, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 22.25, "time": 0.6913855466991663, "total_loss": 1.3984379537978384} {"data_time": 0.011035487055778503, "eta_seconds": 33986.16137363296, "iteration": 221659, "loss_fcos_cls": 0.19513943837955594, "loss_fcos_ctr": 0.6114537445828319, "loss_fcos_loc": 0.15413943061139435, "loss_mask": 0.24231624556705356, "loss_maskiou": 0.004133868256758433, "loss_sem_seg": 0.17137184110470116, "lr": 0.001, "mask_rcnn/accuracy": 0.8959677729977008, "mask_rcnn/false_negative": 0.08150086637563454, "mask_rcnn/false_positive": 0.11588060343008669, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 23.0, "time": 0.6921724369749427, "total_loss": 1.3705227968021063} {"data_time": 0.010683573782444, "eta_seconds": 33959.033051854, "iteration": 221679, "loss_fcos_cls": 0.17983820114750415, "loss_fcos_ctr": 0.6103956922888756, "loss_fcos_loc": 0.14548772177658975, "loss_mask": 0.22734717605635524, "loss_maskiou": 0.0042382958527014125, "loss_sem_seg": 0.16356452996842563, "lr": 0.001, "mask_rcnn/accuracy": 0.902419325429977, "mask_rcnn/false_negative": 0.08951881479356877, "mask_rcnn/false_positive": 0.1130005002111808, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.75, "time": 0.6751291016116738, "total_loss": 1.338067155898898} {"data_time": 0.009682000614702702, "eta_seconds": 33902.804768258706, "iteration": 221699, "loss_fcos_cls": 0.20129770878702402, "loss_fcos_ctr": 0.6158341551199555, "loss_fcos_loc": 0.162986908107996, "loss_mask": 0.2359725683927536, "loss_maskiou": 0.004234658386849333, "loss_sem_seg": 0.1843370688147843, "lr": 0.001, "mask_rcnn/accuracy": 0.8869250825330132, "mask_rcnn/false_negative": 0.10587285048306672, "mask_rcnn/false_positive": 0.12049063148704098, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.75, "time": 0.6859645852819085, "total_loss": 1.4150145759704174} {"data_time": 0.010502509772777557, "eta_seconds": 33876.58196453564, "iteration": 221719, "loss_fcos_cls": 0.19948212208691984, "loss_fcos_ctr": 0.6146366037428379, "loss_fcos_loc": 0.16052169329486787, "loss_mask": 0.23747370578348637, "loss_maskiou": 0.004155063805228565, "loss_sem_seg": 0.17540123383514583, "lr": 0.001, "mask_rcnn/accuracy": 0.907555600365146, "mask_rcnn/false_negative": 0.0837593046681274, "mask_rcnn/false_positive": 0.10068459049041573, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.25, "time": 0.7101063104346395, "total_loss": 1.3858748301499872} {"data_time": 0.00956771057099104, "eta_seconds": 33837.722327736206, "iteration": 221739, "loss_fcos_cls": 0.18610366061329842, "loss_fcos_ctr": 0.6135828578844666, "loss_fcos_loc": 0.16068347706459463, "loss_mask": 0.24395261239260435, "loss_maskiou": 0.0039060017152223736, "loss_sem_seg": 0.19914859044365585, "lr": 0.001, "mask_rcnn/accuracy": 0.8709429646180046, "mask_rcnn/false_negative": 0.11246452024350004, "mask_rcnn/false_positive": 0.14350919454279987, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.0, "time": 0.7009185887873173, "total_loss": 1.4105916098051239} {"data_time": 0.010103940032422543, "eta_seconds": 33828.22929467261, "iteration": 221759, "loss_fcos_cls": 0.19145012996159494, "loss_fcos_ctr": 0.6161089227534831, "loss_fcos_loc": 0.16761266731191427, "loss_mask": 0.2526062214747071, "loss_maskiou": 0.004286893188691465, "loss_sem_seg": 0.20324940932914615, "lr": 0.001, "mask_rcnn/accuracy": 0.8835172844648063, "mask_rcnn/false_negative": 0.11489003743252382, "mask_rcnn/false_positive": 0.11814101440712514, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 29.75, "time": 0.7088476270437241, "total_loss": 1.4500608740927419} {"data_time": 0.009862114675343037, "eta_seconds": 33824.35021073092, "iteration": 221779, "loss_fcos_cls": 0.18659734609536827, "loss_fcos_ctr": 0.6145669277757406, "loss_fcos_loc": 0.15303659660276026, "loss_mask": 0.23745768144726753, "loss_maskiou": 0.0039984547038329765, "loss_sem_seg": 0.19675863097654656, "lr": 0.001, "mask_rcnn/accuracy": 0.8916159733124018, "mask_rcnn/false_negative": 0.09971498987142587, "mask_rcnn/false_positive": 0.11030596286874425, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.25, "time": 0.7098832167685032, "total_loss": 1.3864721781210392} {"data_time": 0.010922208428382874, "eta_seconds": 33825.53329267725, "iteration": 221799, "loss_fcos_cls": 0.18668894900474697, "loss_fcos_ctr": 0.6111753145232797, "loss_fcos_loc": 0.15749312908155844, "loss_mask": 0.24872378166764975, "loss_maskiou": 0.004698814591392875, "loss_sem_seg": 0.1936659156344831, "lr": 0.001, "mask_rcnn/accuracy": 0.9010886393698894, "mask_rcnn/false_negative": 0.08111212785261465, "mask_rcnn/false_positive": 0.09495542863378845, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 25.5, "time": 0.7035923767834902, "total_loss": 1.3876976579304028} {"data_time": 0.010764549486339092, "eta_seconds": 33781.6311197998, "iteration": 221819, "loss_fcos_cls": 0.19187739514745772, "loss_fcos_ctr": 0.6157513135112822, "loss_fcos_loc": 0.16449383599683642, "loss_mask": 0.24958240240812302, "loss_maskiou": 0.004620411360519938, "loss_sem_seg": 0.20459540211595595, "lr": 0.001, "mask_rcnn/accuracy": 0.876064361555433, "mask_rcnn/false_negative": 0.10661551205152212, "mask_rcnn/false_positive": 0.13738822705791617, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.75, "time": 0.6913446066901088, "total_loss": 1.4458922817793791} {"data_time": 0.009376292116940022, "eta_seconds": 33767.6083178157, "iteration": 221839, "loss_fcos_cls": 0.190939292893745, "loss_fcos_ctr": 0.6132655283436179, "loss_fcos_loc": 0.160364989656955, "loss_mask": 0.24129884084686637, "loss_maskiou": 0.0044062067281629425, "loss_sem_seg": 0.20238935621455312, "lr": 0.001, "mask_rcnn/accuracy": 0.8713991721915626, "mask_rcnn/false_negative": 0.09987774620979423, "mask_rcnn/false_positive": 0.11318179631500458, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 25.25, "time": 0.7065524803474545, "total_loss": 1.4077122268645326} {"data_time": 0.010812251828610897, "eta_seconds": 33753.5855158316, "iteration": 221859, "loss_fcos_cls": 0.1953478391515091, "loss_fcos_ctr": 0.6152542196214199, "loss_fcos_loc": 0.15984417201252654, "loss_mask": 0.24520575208589435, "loss_maskiou": 0.004300414948374964, "loss_sem_seg": 0.1952720871195197, "lr": 0.001, "mask_rcnn/accuracy": 0.8941822562358277, "mask_rcnn/false_negative": 0.09597463255847108, "mask_rcnn/false_positive": 0.12851267138121097, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.5, "time": 0.6920194299891591, "total_loss": 1.4111641742274514} {"data_time": 0.010428939945995808, "eta_seconds": 33722.99856644776, "iteration": 221879, "loss_fcos_cls": 0.1804139108862728, "loss_fcos_ctr": 0.6122858496382833, "loss_fcos_loc": 0.15664150420343503, "loss_mask": 0.22977754147723317, "loss_maskiou": 0.003661405498860404, "loss_sem_seg": 0.16035568248480558, "lr": 0.001, "mask_rcnn/accuracy": 0.9054557050092764, "mask_rcnn/false_negative": 0.080694590499037, "mask_rcnn/false_positive": 0.12867029239030886, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 22.75, "time": 0.6620635744184256, "total_loss": 1.3508607790645328} {"data_time": 0.010305059142410755, "eta_seconds": 33721.800839792006, "iteration": 221899, "loss_fcos_cls": 0.17648793570697308, "loss_fcos_ctr": 0.614221272058785, "loss_fcos_loc": 0.1552267853403464, "loss_mask": 0.23465652111917734, "loss_maskiou": 0.004476218615309335, "loss_sem_seg": 0.1751121028792113, "lr": 0.001, "mask_rcnn/accuracy": 0.891218779178338, "mask_rcnn/false_negative": 0.09433440314149807, "mask_rcnn/false_positive": 0.1391659284603347, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 30.75, "time": 0.7031655171886086, "total_loss": 1.3853899790301512} {"data_time": 0.010384644381701946, "eta_seconds": 33716.031855002046, "iteration": 221919, "loss_fcos_cls": 0.18678637710399926, "loss_fcos_ctr": 0.6137789352796972, "loss_fcos_loc": 0.159129966981709, "loss_mask": 0.24127241875976324, "loss_maskiou": 0.004286700321245007, "loss_sem_seg": 0.1790705748135224, "lr": 0.001, "mask_rcnn/accuracy": 0.9091761301294712, "mask_rcnn/false_negative": 0.07846983986262406, "mask_rcnn/false_positive": 0.1124298778144932, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 24.5, "time": 0.7056298181414604, "total_loss": 1.3664749178278726} {"data_time": 0.0100014703348279, "eta_seconds": 33685.13478212245, "iteration": 221939, "loss_fcos_cls": 0.1886285727377981, "loss_fcos_ctr": 0.617102449759841, "loss_fcos_loc": 0.16049230797216296, "loss_mask": 0.24257035553455353, "loss_maskiou": 0.0038813012652099133, "loss_sem_seg": 0.17553975945338607, "lr": 0.001, "mask_rcnn/accuracy": 0.9100182712726412, "mask_rcnn/false_negative": 0.09685925668986028, "mask_rcnn/false_positive": 0.09528764852187935, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 25.5, "time": 0.6854191459715366, "total_loss": 1.3954054766363697} {"data_time": 0.009777210652828217, "eta_seconds": 33649.43401367683, "iteration": 221959, "loss_fcos_cls": 0.1732700343709439, "loss_fcos_ctr": 0.6129912827163935, "loss_fcos_loc": 0.1585276813711971, "loss_mask": 0.21803056821227074, "loss_maskiou": 0.0037076655753480736, "loss_sem_seg": 0.20395368756726384, "lr": 0.001, "mask_rcnn/accuracy": 0.8904236188585974, "mask_rcnn/false_negative": 0.08784027979910272, "mask_rcnn/false_positive": 0.12927450559597387, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.5, "time": 0.6729413596913218, "total_loss": 1.37509938680887} {"data_time": 0.010278561152517796, "eta_seconds": 33652.91897839587, "iteration": 221979, "loss_fcos_cls": 0.1969340693904087, "loss_fcos_ctr": 0.6142042195424438, "loss_fcos_loc": 0.16031134873628616, "loss_mask": 0.23496046476066113, "loss_maskiou": 0.004059775092173368, "loss_sem_seg": 0.1867377629969269, "lr": 0.001, "mask_rcnn/accuracy": 0.9059595429080723, "mask_rcnn/false_negative": 0.09297622451124658, "mask_rcnn/false_positive": 0.10897543933876347, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 29.0, "time": 0.7122615417465568, "total_loss": 1.3955996367076295} {"data_time": 0.010059288702905178, "eta_seconds": 33643.08180596866, "iteration": 221999, "loss_fcos_cls": 0.20039500040002167, "loss_fcos_ctr": 0.6152667501010001, "loss_fcos_loc": 0.15690167772118002, "loss_mask": 0.24529918283224106, "loss_maskiou": 0.004167459868767764, "loss_sem_seg": 0.18823461758438498, "lr": 0.001, "mask_rcnn/accuracy": 0.8809350740852051, "mask_rcnn/false_negative": 0.09576677955426696, "mask_rcnn/false_positive": 0.12352483380228271, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.5, "time": 0.7105530854314566, "total_loss": 1.4222769817315566} {"data_time": 0.010254496708512306, "eta_seconds": 33662.07550535537, "iteration": 222019, "loss_fcos_cls": 0.18204281921498477, "loss_fcos_ctr": 0.6130973277613521, "loss_fcos_loc": 0.15504416008479893, "loss_mask": 0.24514672812074423, "loss_maskiou": 0.004191357584204525, "loss_sem_seg": 0.18758434196934104, "lr": 0.001, "mask_rcnn/accuracy": 0.9136385768638464, "mask_rcnn/false_negative": 0.08991396339429697, "mask_rcnn/false_positive": 0.08570530279465802, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 25.75, "time": 0.7116042524576187, "total_loss": 1.4071886072133566} {"data_time": 0.009479048661887646, "eta_seconds": 33623.6521086311, "iteration": 222039, "loss_fcos_cls": 0.19087841745931655, "loss_fcos_ctr": 0.6156049543060362, "loss_fcos_loc": 0.1641491726913955, "loss_mask": 0.24795471038669348, "loss_maskiou": 0.004144659404119011, "loss_sem_seg": 0.17732006963342428, "lr": 0.001, "mask_rcnn/accuracy": 0.8845485488971708, "mask_rcnn/false_negative": 0.08686345837119451, "mask_rcnn/false_positive": 0.12160518836400874, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 27.5, "time": 0.6868550945073366, "total_loss": 1.3879848173110076} {"data_time": 0.010441243648529053, "eta_seconds": 33622.000425556675, "iteration": 222059, "loss_fcos_cls": 0.1858969422755763, "loss_fcos_ctr": 0.61452148668468, "loss_fcos_loc": 0.15951325284549966, "loss_mask": 0.2374687190167606, "loss_maskiou": 0.003943554729630705, "loss_sem_seg": 0.179190763970837, "lr": 0.001, "mask_rcnn/accuracy": 0.8900806081075197, "mask_rcnn/false_negative": 0.10098311356733264, "mask_rcnn/false_positive": 0.13955034314322035, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 19.5, "time": 0.7143900180235505, "total_loss": 1.3906247671075107} {"data_time": 0.0101426737383008, "eta_seconds": 33595.609614013694, "iteration": 222079, "loss_fcos_cls": 0.17630649311468005, "loss_fcos_ctr": 0.6133305607363582, "loss_fcos_loc": 0.16153478680644184, "loss_mask": 0.23915193928405643, "loss_maskiou": 0.004075595752510708, "loss_sem_seg": 0.17650275607593358, "lr": 0.001, "mask_rcnn/accuracy": 0.888924442184708, "mask_rcnn/false_negative": 0.08578788681401023, "mask_rcnn/false_positive": 0.13623223773906082, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.75, "time": 0.6853219559416175, "total_loss": 1.3774970996055345} {"data_time": 0.010330935008823872, "eta_seconds": 33543.55631141178, "iteration": 222099, "loss_fcos_cls": 0.1835630428395234, "loss_fcos_ctr": 0.6162248738110065, "loss_fcos_loc": 0.15697969304164872, "loss_mask": 0.2359191169962287, "loss_maskiou": 0.003958452070946805, "loss_sem_seg": 0.18508151499554515, "lr": 0.001, "mask_rcnn/accuracy": 0.8959527198560584, "mask_rcnn/false_negative": 0.1060557707860112, "mask_rcnn/false_positive": 0.10282501672303722, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 31.75, "time": 0.6882999716326594, "total_loss": 1.3713568325110828} {"data_time": 0.011120464652776718, "eta_seconds": 33498.90370412823, "iteration": 222119, "loss_fcos_cls": 0.1879546910058707, "loss_fcos_ctr": 0.6147713465616107, "loss_fcos_loc": 0.15797895146533847, "loss_mask": 0.24515929026529193, "loss_maskiou": 0.004496809186093742, "loss_sem_seg": 0.17957350797951221, "lr": 0.001, "mask_rcnn/accuracy": 0.9036016857026902, "mask_rcnn/false_negative": 0.10277502262711426, "mask_rcnn/false_positive": 0.0899243024943106, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 30.25, "time": 0.6882128342986107, "total_loss": 1.3870519993652124} {"data_time": 0.010911359451711178, "eta_seconds": 33478.749803271145, "iteration": 222139, "loss_fcos_cls": 0.18818985868711025, "loss_fcos_ctr": 0.6145712099969387, "loss_fcos_loc": 0.1623841499676928, "loss_mask": 0.2411443437449634, "loss_maskiou": 0.004427172487339703, "loss_sem_seg": 0.17252270644530654, "lr": 0.001, "mask_rcnn/accuracy": 0.912337626281856, "mask_rcnn/false_negative": 0.09965941615039117, "mask_rcnn/false_positive": 0.09333055212847077, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 25.75, "time": 0.6966567914932966, "total_loss": 1.3847687379420677} {"data_time": 0.00980621762573719, "eta_seconds": 33477.704047266394, "iteration": 222159, "loss_fcos_cls": 0.18086592259351164, "loss_fcos_ctr": 0.615810189396143, "loss_fcos_loc": 0.15969141805544496, "loss_mask": 0.23301874892786145, "loss_maskiou": 0.004228616176987998, "loss_sem_seg": 0.17429742100648582, "lr": 0.001, "mask_rcnn/accuracy": 0.8833874634245713, "mask_rcnn/false_negative": 0.09141065373139114, "mask_rcnn/false_positive": 0.13074294345347504, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 22.75, "time": 0.7059773877263069, "total_loss": 1.3773955032374943} {"data_time": 0.00992103572934866, "eta_seconds": 33452.69327405095, "iteration": 222179, "loss_fcos_cls": 0.18009029771201313, "loss_fcos_ctr": 0.6123711038380861, "loss_fcos_loc": 0.1512461183592677, "loss_mask": 0.2323466124944389, "loss_maskiou": 0.003840692443191074, "loss_sem_seg": 0.18189104367047548, "lr": 0.001, "mask_rcnn/accuracy": 0.9157306011835629, "mask_rcnn/false_negative": 0.08260459804056115, "mask_rcnn/false_positive": 0.10572145145665249, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 21.5, "time": 0.6851407997310162, "total_loss": 1.3657740385024226} {"data_time": 0.009640577249228954, "eta_seconds": 33434.24020103831, "iteration": 222199, "loss_fcos_cls": 0.1894468682585284, "loss_fcos_ctr": 0.6141158235259354, "loss_fcos_loc": 0.15948187420144677, "loss_mask": 0.2329376135021448, "loss_maskiou": 0.003975469720899127, "loss_sem_seg": 0.16525943856686354, "lr": 0.001, "mask_rcnn/accuracy": 0.8880082962672249, "mask_rcnn/false_negative": 0.08349507128409232, "mask_rcnn/false_positive": 0.13039105376180077, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 25.5, "time": 0.6885156566277146, "total_loss": 1.3685414777719416} {"data_time": 0.0094953877851367, "eta_seconds": 33403.95977364108, "iteration": 222219, "loss_fcos_cls": 0.18341618694830686, "loss_fcos_ctr": 0.6138610076159239, "loss_fcos_loc": 0.16215406393166631, "loss_mask": 0.24622437544167042, "loss_maskiou": 0.004285683928173967, "loss_sem_seg": 0.21428679395467043, "lr": 0.001, "mask_rcnn/accuracy": 0.9069215962916659, "mask_rcnn/false_negative": 0.07331735448918057, "mask_rcnn/false_positive": 0.10980508224296665, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.6950174076482654, "total_loss": 1.4088174864373286} {"data_time": 0.010863132774829865, "eta_seconds": 33371.721502379514, "iteration": 222239, "loss_fcos_cls": 0.18620871845632792, "loss_fcos_ctr": 0.6136610023677349, "loss_fcos_loc": 0.1600615410716273, "loss_mask": 0.23361210944131017, "loss_maskiou": 0.0037369867495726794, "loss_sem_seg": 0.17128339176997542, "lr": 0.001, "mask_rcnn/accuracy": 0.89624645843837, "mask_rcnn/false_negative": 0.09593076900427902, "mask_rcnn/false_positive": 0.1255026231218584, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.5, "time": 0.6992734419181943, "total_loss": 1.361851522618963} {"data_time": 0.009254802018404007, "eta_seconds": 33357.03066111822, "iteration": 222259, "loss_fcos_cls": 0.19422303466126323, "loss_fcos_ctr": 0.6132315052673221, "loss_fcos_loc": 0.15611643553711474, "loss_mask": 0.23817480821162462, "loss_maskiou": 0.004107137081518886, "loss_sem_seg": 0.18096771696582437, "lr": 0.001, "mask_rcnn/accuracy": 0.8951749602854324, "mask_rcnn/false_negative": 0.08761857136627735, "mask_rcnn/false_positive": 0.12005646712496026, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.25, "time": 0.7057290999218822, "total_loss": 1.3761028193257516} {"data_time": 0.010506870225071907, "eta_seconds": 33326.487949820235, "iteration": 222279, "loss_fcos_cls": 0.195986645470839, "loss_fcos_ctr": 0.6159501168876886, "loss_fcos_loc": 0.1722716996446252, "loss_mask": 0.23902650736272335, "loss_maskiou": 0.004211113275232492, "loss_sem_seg": 0.17074345285072923, "lr": 0.001, "mask_rcnn/accuracy": 0.8877320719954649, "mask_rcnn/false_negative": 0.10897400423288049, "mask_rcnn/false_positive": 0.12067751260464582, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 33.25, "time": 0.7101085539907217, "total_loss": 1.4156383564477437} {"data_time": 0.010911020450294018, "eta_seconds": 33277.84882347565, "iteration": 222299, "loss_fcos_cls": 0.18469952302984893, "loss_fcos_ctr": 0.6126213017851114, "loss_fcos_loc": 0.15194227930624038, "loss_mask": 0.23721533687785268, "loss_maskiou": 0.0040181829790526535, "loss_sem_seg": 0.17214193032123148, "lr": 0.001, "mask_rcnn/accuracy": 0.8880994897959184, "mask_rcnn/false_negative": 0.10088715107584154, "mask_rcnn/false_positive": 0.1338329196561865, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.75, "time": 0.6907793134450912, "total_loss": 1.3938962064203224} {"data_time": 0.01018514484167099, "eta_seconds": 33266.9318048805, "iteration": 222319, "loss_fcos_cls": 0.18710175453452393, "loss_fcos_ctr": 0.6164416829124093, "loss_fcos_loc": 0.16321294498629868, "loss_mask": 0.24564736569300294, "loss_maskiou": 0.004538397370197345, "loss_sem_seg": 0.1851449318928644, "lr": 0.001, "mask_rcnn/accuracy": 0.8985246876528389, "mask_rcnn/false_negative": 0.11221760920852467, "mask_rcnn/false_positive": 0.10032716439994027, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 30.25, "time": 0.6846112301573157, "total_loss": 1.3840597432717914} {"data_time": 0.010794154368340969, "eta_seconds": 33190.67930840794, "iteration": 222339, "loss_fcos_cls": 0.18936220463365316, "loss_fcos_ctr": 0.6129816705361009, "loss_fcos_loc": 0.1461684030946344, "loss_mask": 0.24141012923792005, "loss_maskiou": 0.004107630855287425, "loss_sem_seg": 0.18511301605030894, "lr": 0.001, "mask_rcnn/accuracy": 0.9030699417547227, "mask_rcnn/false_negative": 0.0751843919064751, "mask_rcnn/false_positive": 0.10679042075543457, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 24.0, "time": 0.692897011525929, "total_loss": 1.361276071465909} {"data_time": 0.009468836709856987, "eta_seconds": 33181.63498276286, "iteration": 222359, "loss_fcos_cls": 0.18823882204014808, "loss_fcos_ctr": 0.6156573528423905, "loss_fcos_loc": 0.16972652380354702, "loss_mask": 0.2435486032627523, "loss_maskiou": 0.004489972627197858, "loss_sem_seg": 0.1750967155676335, "lr": 0.001, "mask_rcnn/accuracy": 0.8635392580677591, "mask_rcnn/false_negative": 0.0794093099562711, "mask_rcnn/false_positive": 0.17986613069581647, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 22.0, "time": 0.6843436071649194, "total_loss": 1.3923721211795055} {"data_time": 0.00940984021872282, "eta_seconds": 33176.366196238436, "iteration": 222379, "loss_fcos_cls": 0.1859355588676408, "loss_fcos_ctr": 0.6150543307885528, "loss_fcos_loc": 0.1600292701041326, "loss_mask": 0.2462873039767146, "loss_maskiou": 0.004600266347551951, "loss_sem_seg": 0.1990306107327342, "lr": 0.001, "mask_rcnn/accuracy": 0.9012335837112623, "mask_rcnn/false_negative": 0.07746791324555743, "mask_rcnn/false_positive": 0.10565988671783527, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.5, "time": 0.7137084407731891, "total_loss": 1.4185331061889883} {"data_time": 0.010148306377232075, "eta_seconds": 33162.43269370962, "iteration": 222399, "loss_fcos_cls": 0.1864795372239314, "loss_fcos_ctr": 0.6155368406325579, "loss_fcos_loc": 0.16291514341719449, "loss_mask": 0.23202463891357183, "loss_maskiou": 0.004052175892866217, "loss_sem_seg": 0.19468443817459047, "lr": 0.001, "mask_rcnn/accuracy": 0.9053373337971552, "mask_rcnn/false_negative": 0.07583976372636306, "mask_rcnn/false_positive": 0.11507390231045447, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 23.75, "time": 0.7161214407533407, "total_loss": 1.4018137294087865} {"data_time": 0.009935880079865456, "eta_seconds": 33162.4513981631, "iteration": 222419, "loss_fcos_cls": 0.18999605858698487, "loss_fcos_ctr": 0.6148876547813416, "loss_fcos_loc": 0.15819164016284049, "loss_mask": 0.2465211059898138, "loss_maskiou": 0.004659658912714804, "loss_sem_seg": 0.21038970537483692, "lr": 0.001, "mask_rcnn/accuracy": 0.8943330903790088, "mask_rcnn/false_negative": 0.09737162890333556, "mask_rcnn/false_positive": 0.12451085252359609, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.5, "time": 0.7079439330846071, "total_loss": 1.4399325775593752} {"data_time": 0.010689150542020798, "eta_seconds": 33148.51203102153, "iteration": 222439, "loss_fcos_cls": 0.18182696658186615, "loss_fcos_ctr": 0.6134306835010648, "loss_fcos_loc": 0.15259805764071643, "loss_mask": 0.2367342310026288, "loss_maskiou": 0.0039715813127259025, "loss_sem_seg": 0.18005815846845508, "lr": 0.001, "mask_rcnn/accuracy": 0.8850914302860531, "mask_rcnn/false_negative": 0.09617299112549013, "mask_rcnn/false_positive": 0.13189238383894403, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.25, "time": 0.6920993309468031, "total_loss": 1.3476295438376837} {"data_time": 0.009738941676914692, "eta_seconds": 33111.98565763794, "iteration": 222459, "loss_fcos_cls": 0.18961208313703537, "loss_fcos_ctr": 0.6108959354460239, "loss_fcos_loc": 0.15679387148702517, "loss_mask": 0.24039897276088595, "loss_maskiou": 0.004607759357895702, "loss_sem_seg": 0.18605645676143467, "lr": 0.001, "mask_rcnn/accuracy": 0.8856694704908991, "mask_rcnn/false_negative": 0.09348958883876582, "mask_rcnn/false_positive": 0.14914820044988253, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 25.0, "time": 0.6988400127738714, "total_loss": 1.3953055104211671} {"data_time": 0.010102450847625732, "eta_seconds": 33091.37199881766, "iteration": 222479, "loss_fcos_cls": 0.18412883923156187, "loss_fcos_ctr": 0.6147710061632097, "loss_fcos_loc": 0.15988043346442282, "loss_mask": 0.23848541779443622, "loss_maskiou": 0.004156211987719871, "loss_sem_seg": 0.18305353447794914, "lr": 0.001, "mask_rcnn/accuracy": 0.8945030541511868, "mask_rcnn/false_negative": 0.09494333114087117, "mask_rcnn/false_positive": 0.12601925445717296, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 35.5, "time": 0.7038386389613152, "total_loss": 1.4132484189249226} {"data_time": 0.01081854198127985, "eta_seconds": 33060.53163073398, "iteration": 222499, "loss_fcos_cls": 0.18609754170756787, "loss_fcos_ctr": 0.6134468410164118, "loss_fcos_loc": 0.16176305944100022, "loss_mask": 0.23624882195144892, "loss_maskiou": 0.004243051735102199, "loss_sem_seg": 0.197716792114079, "lr": 0.001, "mask_rcnn/accuracy": 0.8946126416208436, "mask_rcnn/false_negative": 0.11387757479817587, "mask_rcnn/false_positive": 0.10727870402977374, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 29.75, "time": 0.6844318993389606, "total_loss": 1.4190571792132687} {"data_time": 0.009566384367644787, "eta_seconds": 33078.83167853672, "iteration": 222519, "loss_fcos_cls": 0.18882888555526733, "loss_fcos_ctr": 0.6147380731999874, "loss_fcos_loc": 0.15302965138107538, "loss_mask": 0.2392468824982643, "loss_maskiou": 0.0040862644236767665, "loss_sem_seg": 0.17586327600292861, "lr": 0.001, "mask_rcnn/accuracy": 0.900071601442775, "mask_rcnn/false_negative": 0.0844152479298228, "mask_rcnn/false_positive": 0.11018839820427781, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 25.5, "time": 0.7006409298628569, "total_loss": 1.3898334264667938} {"data_time": 0.01004672609269619, "eta_seconds": 33032.69176914729, "iteration": 222539, "loss_fcos_cls": 0.18068784207571298, "loss_fcos_ctr": 0.6094242259860039, "loss_fcos_loc": 0.1526458717416972, "loss_mask": 0.2303886883892119, "loss_maskiou": 0.004294640517400694, "loss_sem_seg": 0.16089281206950545, "lr": 0.001, "mask_rcnn/accuracy": 0.9058988803854875, "mask_rcnn/false_negative": 0.07976106327450638, "mask_rcnn/false_positive": 0.10645915222914379, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 15.0, "time": 0.6990027390420437, "total_loss": 1.3576001814872143} {"data_time": 0.010239525698125362, "eta_seconds": 33041.987066891976, "iteration": 222559, "loss_fcos_cls": 0.2008294218685478, "loss_fcos_ctr": 0.6124548781663179, "loss_fcos_loc": 0.15854395483620465, "loss_mask": 0.25045443745329976, "loss_maskiou": 0.0043673929903889075, "loss_sem_seg": 0.17024638410657644, "lr": 0.001, "mask_rcnn/accuracy": 0.8997414691683125, "mask_rcnn/false_negative": 0.0819167616586644, "mask_rcnn/false_positive": 0.13361253085056035, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 31.5, "time": 0.7138580661267042, "total_loss": 1.3914500240498455} {"data_time": 0.010245288722217083, "eta_seconds": 33021.736738619395, "iteration": 222579, "loss_fcos_cls": 0.20153852825751528, "loss_fcos_ctr": 0.6146266907453537, "loss_fcos_loc": 0.1590190256247297, "loss_mask": 0.25598304253071547, "loss_maskiou": 0.004706268045993056, "loss_sem_seg": 0.16358898673206568, "lr": 0.001, "mask_rcnn/accuracy": 0.8823527662813377, "mask_rcnn/false_negative": 0.08956969509347532, "mask_rcnn/false_positive": 0.14176329747135957, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 32.0, "time": 0.6914305118843913, "total_loss": 1.388113976252498} {"data_time": 0.010222001001238823, "eta_seconds": 33007.80968657974, "iteration": 222599, "loss_fcos_cls": 0.1939176422310993, "loss_fcos_ctr": 0.6147106159478426, "loss_fcos_loc": 0.15955176280112937, "loss_mask": 0.23938042763620615, "loss_maskiou": 0.004455049427633639, "loss_sem_seg": 0.17834239779040217, "lr": 0.001, "mask_rcnn/accuracy": 0.8889558441335128, "mask_rcnn/false_negative": 0.10781241003290858, "mask_rcnn/false_positive": 0.11818528226038899, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 32.0, "time": 0.7003867495805025, "total_loss": 1.4293848085253558} {"data_time": 0.010326554998755455, "eta_seconds": 32993.88263454009, "iteration": 222619, "loss_fcos_cls": 0.17776724696159363, "loss_fcos_ctr": 0.6131516471505165, "loss_fcos_loc": 0.15419562679016963, "loss_mask": 0.24650981929153204, "loss_maskiou": 0.00457064342481317, "loss_sem_seg": 0.1728073910344392, "lr": 0.001, "mask_rcnn/accuracy": 0.8872318158032444, "mask_rcnn/false_negative": 0.08711050189614161, "mask_rcnn/false_positive": 0.13878394622512882, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.75, "time": 0.7161423172801733, "total_loss": 1.342148864918272} {"data_time": 0.009787620976567268, "eta_seconds": 32974.42973020859, "iteration": 222639, "loss_fcos_cls": 0.1931773213436827, "loss_fcos_ctr": 0.6139056216925383, "loss_fcos_loc": 0.15919660759391263, "loss_mask": 0.2449699309654534, "loss_maskiou": 0.0042217495683871675, "loss_sem_seg": 0.1868951617507264, "lr": 0.001, "mask_rcnn/accuracy": 0.8952951220170609, "mask_rcnn/false_negative": 0.08571068157692621, "mask_rcnn/false_positive": 0.12009242756847993, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 30.25, "time": 0.6910616289824247, "total_loss": 1.3947490989994549} {"data_time": 0.010041051544249058, "eta_seconds": 32966.02853046078, "iteration": 222659, "loss_fcos_cls": 0.1878369697369635, "loss_fcos_ctr": 0.613602009601891, "loss_fcos_loc": 0.15694876993075013, "loss_mask": 0.23882544226944447, "loss_maskiou": 0.004329881361627486, "loss_sem_seg": 0.18069517822004855, "lr": 0.001, "mask_rcnn/accuracy": 0.8991810670922981, "mask_rcnn/false_negative": 0.08078263464517416, "mask_rcnn/false_positive": 0.10139939324926069, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 26.25, "time": 0.6954288585111499, "total_loss": 1.397307439125143} {"data_time": 0.00915386900305748, "eta_seconds": 32966.243634975515, "iteration": 222679, "loss_fcos_cls": 0.1950647267512977, "loss_fcos_ctr": 0.6134451422840357, "loss_fcos_loc": 0.1604399817297235, "loss_mask": 0.24794601369649172, "loss_maskiou": 0.004424247134011239, "loss_sem_seg": 0.17767031444236636, "lr": 0.001, "mask_rcnn/accuracy": 0.8877846609149278, "mask_rcnn/false_negative": 0.08900167809823774, "mask_rcnn/false_positive": 0.1186424532352166, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 33.25, "time": 0.6929616639390588, "total_loss": 1.3776987321907654} {"data_time": 0.009644473902881145, "eta_seconds": 32944.47904241178, "iteration": 222699, "loss_fcos_cls": 0.18519349303096533, "loss_fcos_ctr": 0.6155826710164547, "loss_fcos_loc": 0.15999216050840914, "loss_mask": 0.23659019265323877, "loss_maskiou": 0.004149888089159504, "loss_sem_seg": 0.16815069317817688, "lr": 0.001, "mask_rcnn/accuracy": 0.8834229516330845, "mask_rcnn/false_negative": 0.10896299242949589, "mask_rcnn/false_positive": 0.12557652107103484, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.5, "time": 0.6891853800043464, "total_loss": 1.379710729514045} {"data_time": 0.009939375333487988, "eta_seconds": 32916.17134376243, "iteration": 222719, "loss_fcos_cls": 0.1911352863535285, "loss_fcos_ctr": 0.6165406880900264, "loss_fcos_loc": 0.16410985018592328, "loss_mask": 0.23295299662277102, "loss_maskiou": 0.004064666456542909, "loss_sem_seg": 0.18457835935987532, "lr": 0.001, "mask_rcnn/accuracy": 0.8782786988808834, "mask_rcnn/false_negative": 0.10409277985143764, "mask_rcnn/false_positive": 0.12390696846622395, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 34.0, "time": 0.7083509862422943, "total_loss": 1.4333209198812256} {"data_time": 0.009880251251161098, "eta_seconds": 32866.78295952268, "iteration": 222739, "loss_fcos_cls": 0.1895012177992612, "loss_fcos_ctr": 0.6153117772191763, "loss_fcos_loc": 0.16673651267774403, "loss_mask": 0.2385433865711093, "loss_maskiou": 0.004616845217242371, "loss_sem_seg": 0.1804590723477304, "lr": 0.001, "mask_rcnn/accuracy": 0.88767267110926, "mask_rcnn/false_negative": 0.08481333169494099, "mask_rcnn/false_positive": 0.13775136351412218, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 33.5, "time": 0.6914275325834751, "total_loss": 1.4155622299658717} {"data_time": 0.011019345372915268, "eta_seconds": 32852.874331707135, "iteration": 222759, "loss_fcos_cls": 0.18802394822705537, "loss_fcos_ctr": 0.6148426015861332, "loss_fcos_loc": 0.15826861292589456, "loss_mask": 0.2417654669843614, "loss_maskiou": 0.004236279262840981, "loss_sem_seg": 0.1864793123677373, "lr": 0.001, "mask_rcnn/accuracy": 0.8914636822470924, "mask_rcnn/false_negative": 0.09465578125369103, "mask_rcnn/false_positive": 0.12374025312671674, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 34.75, "time": 0.7158846855163574, "total_loss": 1.3932319185187225} {"data_time": 0.009554083459079266, "eta_seconds": 32820.337905528955, "iteration": 222779, "loss_fcos_cls": 0.18886021000798792, "loss_fcos_ctr": 0.6164617408066988, "loss_fcos_loc": 0.16565737663768232, "loss_mask": 0.25363367423415184, "loss_maskiou": 0.00497702369466424, "loss_sem_seg": 0.20011276006698608, "lr": 0.001, "mask_rcnn/accuracy": 0.882616341991342, "mask_rcnn/false_negative": 0.10176560470549625, "mask_rcnn/false_positive": 0.1375791688005821, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 36.5, "time": 0.7052512327209115, "total_loss": 1.441283035404922} {"data_time": 0.00994542520493269, "eta_seconds": 32839.640724587254, "iteration": 222799, "loss_fcos_cls": 0.19025408872403204, "loss_fcos_ctr": 0.6141296569257975, "loss_fcos_loc": 0.161006961716339, "loss_mask": 0.2432963326573372, "loss_maskiou": 0.004336736528784968, "loss_sem_seg": 0.17455740307923406, "lr": 0.001, "mask_rcnn/accuracy": 0.8864039143165356, "mask_rcnn/false_negative": 0.09535643459463577, "mask_rcnn/false_positive": 0.12362078213145683, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.25, "time": 0.7062856433913112, "total_loss": 1.401330418579164} {"data_time": 0.00994856283068657, "eta_seconds": 32824.141107067466, "iteration": 222819, "loss_fcos_cls": 0.18193949246779084, "loss_fcos_ctr": 0.6103117521852255, "loss_fcos_loc": 0.1531155948759988, "loss_mask": 0.2146523054689169, "loss_maskiou": 0.00361204733417253, "loss_sem_seg": 0.18259114737156779, "lr": 0.001, "mask_rcnn/accuracy": 0.8820129614345739, "mask_rcnn/false_negative": 0.08389766711931392, "mask_rcnn/false_positive": 0.1327124410938006, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 25.5, "time": 0.6930340360850096, "total_loss": 1.3418375530509365} {"data_time": 0.010424557141959667, "eta_seconds": 32767.795144716278, "iteration": 222839, "loss_fcos_cls": 0.18469578144140542, "loss_fcos_ctr": 0.6142306835390627, "loss_fcos_loc": 0.15396299865096807, "loss_mask": 0.24326312821358442, "loss_maskiou": 0.004621215972292703, "loss_sem_seg": 0.17525737639516592, "lr": 0.001, "mask_rcnn/accuracy": 0.8956373990482892, "mask_rcnn/false_negative": 0.08953610058140579, "mask_rcnn/false_positive": 0.11826768297315204, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 34.0, "time": 0.6992010921239853, "total_loss": 1.3897839831042802} {"data_time": 0.009918313473463058, "eta_seconds": 32753.89900377579, "iteration": 222859, "loss_fcos_cls": 0.18163169210311025, "loss_fcos_ctr": 0.6146323438733816, "loss_fcos_loc": 0.15625038463622332, "loss_mask": 0.23744528461247683, "loss_maskiou": 0.004257244989275932, "loss_sem_seg": 0.16635985672473907, "lr": 0.001, "mask_rcnn/accuracy": 0.8928077261606397, "mask_rcnn/false_negative": 0.08486321174880535, "mask_rcnn/false_positive": 0.13082912942740166, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.0, "time": 0.6953078601509333, "total_loss": 1.383630301415451} {"data_time": 0.010163464583456516, "eta_seconds": 32786.18512971047, "iteration": 222879, "loss_fcos_cls": 0.18865731614641845, "loss_fcos_ctr": 0.6113338619470596, "loss_fcos_loc": 0.1602290514856577, "loss_mask": 0.24009433388710022, "loss_maskiou": 0.004671034570492338, "loss_sem_seg": 0.18577167415060103, "lr": 0.001, "mask_rcnn/accuracy": 0.8954313122708248, "mask_rcnn/false_negative": 0.09617541860668459, "mask_rcnn/false_positive": 0.12103923865177113, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 19.75, "time": 0.6926655163988471, "total_loss": 1.4063885805207974} {"data_time": 0.009863578714430332, "eta_seconds": 32772.26938720513, "iteration": 222899, "loss_fcos_cls": 0.18131676397752017, "loss_fcos_ctr": 0.6141750509850681, "loss_fcos_loc": 0.159638897923287, "loss_mask": 0.2402349952608347, "loss_maskiou": 0.0047523360735794995, "loss_sem_seg": 0.1899183097993955, "lr": 0.001, "mask_rcnn/accuracy": 0.8982731385864808, "mask_rcnn/false_negative": 0.08123697778281663, "mask_rcnn/false_positive": 0.12323574544307436, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 38.25, "time": 0.7000978905707598, "total_loss": 1.3706431573118607} {"data_time": 0.011381246149539948, "eta_seconds": 32771.9883622732, "iteration": 222919, "loss_fcos_cls": 0.18797464948147535, "loss_fcos_ctr": 0.6134993070736527, "loss_fcos_loc": 0.166318045463413, "loss_mask": 0.23730860278010368, "loss_maskiou": 0.00400437145435717, "loss_sem_seg": 0.2035817913711071, "lr": 0.001, "mask_rcnn/accuracy": 0.9023868956184624, "mask_rcnn/false_negative": 0.07239736945815835, "mask_rcnn/false_positive": 0.09714518246748993, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 28.5, "time": 0.7154516167938709, "total_loss": 1.42822652855466} {"data_time": 0.010166880674660206, "eta_seconds": 32751.74555047229, "iteration": 222939, "loss_fcos_cls": 0.18547279620543122, "loss_fcos_ctr": 0.6163545427843928, "loss_fcos_loc": 0.16223880759207532, "loss_mask": 0.2506694858893752, "loss_maskiou": 0.004752580091007985, "loss_sem_seg": 0.19571207650005817, "lr": 0.001, "mask_rcnn/accuracy": 0.8895929571152785, "mask_rcnn/false_negative": 0.09393584111409592, "mask_rcnn/false_positive": 0.11900098586993701, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 26.0, "time": 0.6858215481042862, "total_loss": 1.4024336310612853} {"data_time": 0.010020368732511997, "eta_seconds": 32777.31936282851, "iteration": 222959, "loss_fcos_cls": 0.17515643395017833, "loss_fcos_ctr": 0.6123455041088164, "loss_fcos_loc": 0.15534290531650186, "loss_mask": 0.24088865518569946, "loss_maskiou": 0.00451122447157104, "loss_sem_seg": 0.18334670830518007, "lr": 0.001, "mask_rcnn/accuracy": 0.900371266442695, "mask_rcnn/false_negative": 0.09252027635358387, "mask_rcnn/false_positive": 0.10537405028355254, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 27.0, "time": 0.7035410106182098, "total_loss": 1.3567664079928363} {"data_time": 0.01010021660476923, "eta_seconds": 32765.60243140813, "iteration": 222979, "loss_fcos_cls": 0.19142216839827597, "loss_fcos_ctr": 0.6124848737381399, "loss_fcos_loc": 0.16341611405368894, "loss_mask": 0.2395538343116641, "loss_maskiou": 0.004227646044455469, "loss_sem_seg": 0.18877007602714002, "lr": 0.001, "mask_rcnn/accuracy": 0.898372862658577, "mask_rcnn/false_negative": 0.08557091215630477, "mask_rcnn/false_positive": 0.12725608764315083, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.0, "time": 0.7165587535127997, "total_loss": 1.3817543879413279} {"data_time": 0.011187913827598095, "eta_seconds": 32751.665848846547, "iteration": 222999, "loss_fcos_cls": 0.19017717335373163, "loss_fcos_ctr": 0.6180686480365694, "loss_fcos_loc": 0.17147079412825406, "loss_mask": 0.23464197060093284, "loss_maskiou": 0.003892804008501116, "loss_sem_seg": 0.19481054786592722, "lr": 0.001, "mask_rcnn/accuracy": 0.8826422058184976, "mask_rcnn/false_negative": 0.08856276673309074, "mask_rcnn/false_positive": 0.13054583465118413, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 24.75, "time": 0.714774657972157, "total_loss": 1.4375230659497902} {"data_time": 0.009854068048298359, "eta_seconds": 32737.729266284965, "iteration": 223019, "loss_fcos_cls": 0.18014301743824035, "loss_fcos_ctr": 0.6146846199408174, "loss_fcos_loc": 0.1594318418065086, "loss_mask": 0.24762234883382916, "loss_maskiou": 0.0038941956881899387, "loss_sem_seg": 0.17587896366603673, "lr": 0.001, "mask_rcnn/accuracy": 0.9028983039940374, "mask_rcnn/false_negative": 0.10211042516653593, "mask_rcnn/false_positive": 0.08503412569287785, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 24.5, "time": 0.7011003894731402, "total_loss": 1.389236858660297} {"data_time": 0.01187934260815382, "eta_seconds": 32743.722405976616, "iteration": 223039, "loss_fcos_cls": 0.18452729715500027, "loss_fcos_ctr": 0.6134963883087039, "loss_fcos_loc": 0.15573622146621346, "loss_mask": 0.24060033075511456, "loss_maskiou": 0.004338109145464841, "loss_sem_seg": 0.1917256626766175, "lr": 0.001, "mask_rcnn/accuracy": 0.8825516557197592, "mask_rcnn/false_negative": 0.09587534242701304, "mask_rcnn/false_positive": 0.12395873777669682, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 28.75, "time": 0.6991883153095841, "total_loss": 1.3942890491744038} {"data_time": 0.010605338029563427, "eta_seconds": 32715.359223931096, "iteration": 223059, "loss_fcos_cls": 0.1901269517838955, "loss_fcos_ctr": 0.6112710451707244, "loss_fcos_loc": 0.16228055208921432, "loss_mask": 0.24268045276403427, "loss_maskiou": 0.004326739130192436, "loss_sem_seg": 0.1911237066378817, "lr": 0.001, "mask_rcnn/accuracy": 0.8954799107142857, "mask_rcnn/false_negative": 0.08384318507457356, "mask_rcnn/false_positive": 0.1434768670719126, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 28.0, "time": 0.7232920983806252, "total_loss": 1.4004557881780784} {"data_time": 0.010412716306746006, "eta_seconds": 32729.54038079828, "iteration": 223079, "loss_fcos_cls": 0.18399519170634449, "loss_fcos_ctr": 0.6133220959454775, "loss_fcos_loc": 0.15441892121452838, "loss_mask": 0.2367236907593906, "loss_maskiou": 0.004363740295957541, "loss_sem_seg": 0.19080883171409369, "lr": 0.001, "mask_rcnn/accuracy": 0.8863282726284959, "mask_rcnn/false_negative": 0.09444508398458429, "mask_rcnn/false_positive": 0.12718992441379887, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.25, "time": 0.7094003893435001, "total_loss": 1.389181445894792} {"data_time": 0.009998459368944168, "eta_seconds": 32729.30322766304, "iteration": 223099, "loss_fcos_cls": 0.18180827773176134, "loss_fcos_ctr": 0.6129496050998569, "loss_fcos_loc": 0.16379260149551556, "loss_mask": 0.24259390961378813, "loss_maskiou": 0.004285183749743737, "loss_sem_seg": 0.19143278012052178, "lr": 0.001, "mask_rcnn/accuracy": 0.8733441558441558, "mask_rcnn/false_negative": 0.1000992302713699, "mask_rcnn/false_positive": 0.1383842788053461, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.0, "time": 0.6994287734851241, "total_loss": 1.3872754628428083} {"data_time": 0.00971719715744257, "eta_seconds": 32745.651928952895, "iteration": 223119, "loss_fcos_cls": 0.19408417312661186, "loss_fcos_ctr": 0.6134434249252081, "loss_fcos_loc": 0.15543985681142658, "loss_mask": 0.243067292496562, "loss_maskiou": 0.004406252257467713, "loss_sem_seg": 0.17698662215843797, "lr": 0.001, "mask_rcnn/accuracy": 0.9093178219563688, "mask_rcnn/false_negative": 0.07897882518433141, "mask_rcnn/false_positive": 0.11437677448979769, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 27.25, "time": 0.703773396089673, "total_loss": 1.405357090072357} {"data_time": 0.00980361457914114, "eta_seconds": 32741.082397971302, "iteration": 223139, "loss_fcos_cls": 0.18735347408801317, "loss_fcos_ctr": 0.6120252590626478, "loss_fcos_loc": 0.15568836533930153, "loss_mask": 0.23460231442004442, "loss_maskiou": 0.004642512896680273, "loss_sem_seg": 0.19030294381082058, "lr": 0.001, "mask_rcnn/accuracy": 0.9070795019883904, "mask_rcnn/false_negative": 0.09076542143277225, "mask_rcnn/false_positive": 0.1020262286472845, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 27.25, "time": 0.6923141479492188, "total_loss": 1.3751111084129661} {"data_time": 0.010416777804493904, "eta_seconds": 32717.712548880838, "iteration": 223159, "loss_fcos_cls": 0.18327395734377205, "loss_fcos_ctr": 0.6130653619766235, "loss_fcos_loc": 0.15649010706692934, "loss_mask": 0.2479046261869371, "loss_maskiou": 0.004460523501620628, "loss_sem_seg": 0.17015032004565, "lr": 0.001, "mask_rcnn/accuracy": 0.8935947689886765, "mask_rcnn/false_negative": 0.08314373246792858, "mask_rcnn/false_positive": 0.11380449959833189, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 31.0, "time": 0.7014693431556225, "total_loss": 1.383035713359277} {"data_time": 0.010813470929861069, "eta_seconds": 32738.84764782898, "iteration": 223179, "loss_fcos_cls": 0.17894397460622713, "loss_fcos_ctr": 0.6127392156049609, "loss_fcos_loc": 0.15592273394577205, "loss_mask": 0.24184538889676332, "loss_maskiou": 0.004603143112035468, "loss_sem_seg": 0.19167136051692069, "lr": 0.001, "mask_rcnn/accuracy": 0.8894860250296284, "mask_rcnn/false_negative": 0.08708588748169581, "mask_rcnn/false_positive": 0.1424003334196004, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.5, "time": 0.6993773560971022, "total_loss": 1.377297058894328} {"data_time": 0.011319546028971672, "eta_seconds": 32737.87062308658, "iteration": 223199, "loss_fcos_cls": 0.192481359874364, "loss_fcos_ctr": 0.6124392217025161, "loss_fcos_loc": 0.15428202168550342, "loss_mask": 0.23436407977715135, "loss_maskiou": 0.004375452313979622, "loss_sem_seg": 0.1769958222284913, "lr": 0.001, "mask_rcnn/accuracy": 0.8851934523809524, "mask_rcnn/false_negative": 0.1043236162357157, "mask_rcnn/false_positive": 0.14741354653069116, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.5, "time": 0.69478471390903, "total_loss": 1.3746918077013106} {"data_time": 0.010036991909146309, "eta_seconds": 32740.419696055353, "iteration": 223219, "loss_fcos_cls": 0.19184775184839964, "loss_fcos_ctr": 0.6155527732335031, "loss_fcos_loc": 0.16049430653220043, "loss_mask": 0.2578089190647006, "loss_maskiou": 0.004471772699616849, "loss_sem_seg": 0.18122546188533306, "lr": 0.001, "mask_rcnn/accuracy": 0.8926846127387861, "mask_rcnn/false_negative": 0.10096871219833632, "mask_rcnn/false_positive": 0.10661750760119482, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 27.0, "time": 0.7106870962306857, "total_loss": 1.4167557474138448} {"data_time": 0.009869072586297989, "eta_seconds": 32712.26153996028, "iteration": 223239, "loss_fcos_cls": 0.1879230088670738, "loss_fcos_ctr": 0.6132708517834544, "loss_fcos_loc": 0.16114949702750891, "loss_mask": 0.23864057194441557, "loss_maskiou": 0.004039479565108195, "loss_sem_seg": 0.20677221030928195, "lr": 0.001, "mask_rcnn/accuracy": 0.8920074283655022, "mask_rcnn/false_negative": 0.09745607524672362, "mask_rcnn/false_positive": 0.11468550812865289, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 34.0, "time": 0.6725223874673247, "total_loss": 1.3979482603390352} {"data_time": 0.010467278771102428, "eta_seconds": 32681.446571261622, "iteration": 223259, "loss_fcos_cls": 0.19388747634366155, "loss_fcos_ctr": 0.6138781541958451, "loss_fcos_loc": 0.15805335121694952, "loss_mask": 0.2446196274831891, "loss_maskiou": 0.004379137564683333, "loss_sem_seg": 0.1731729255989194, "lr": 0.001, "mask_rcnn/accuracy": 0.8914964423269308, "mask_rcnn/false_negative": 0.0985121836086497, "mask_rcnn/false_positive": 0.14105164172620802, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 30.0, "time": 0.6932032108306885, "total_loss": 1.3814470481611352} {"data_time": 0.010828436352312565, "eta_seconds": 32643.26648418978, "iteration": 223279, "loss_fcos_cls": 0.18291303666774184, "loss_fcos_ctr": 0.6085367137566209, "loss_fcos_loc": 0.14929413003847003, "loss_mask": 0.2330851797014475, "loss_maskiou": 0.003929661022993969, "loss_sem_seg": 0.18398071615956724, "lr": 0.001, "mask_rcnn/accuracy": 0.8940690518010483, "mask_rcnn/false_negative": 0.1167898050421119, "mask_rcnn/false_positive": 0.1032930279785031, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 28.75, "time": 0.6939892051741481, "total_loss": 1.363118785480765} {"data_time": 0.009939691051840782, "eta_seconds": 32629.29278222099, "iteration": 223299, "loss_fcos_cls": 0.18816328840330243, "loss_fcos_ctr": 0.6119605042040348, "loss_fcos_loc": 0.15534074662718922, "loss_mask": 0.23914347169920802, "loss_maskiou": 0.0043799426566693, "loss_sem_seg": 0.19554745010100305, "lr": 0.001, "mask_rcnn/accuracy": 0.8754988890717577, "mask_rcnn/false_negative": 0.0884223047692928, "mask_rcnn/false_positive": 0.15377277761176908, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 25.75, "time": 0.6909698462113738, "total_loss": 1.4204284370898677} {"data_time": 0.010434752330183983, "eta_seconds": 32622.766359589994, "iteration": 223319, "loss_fcos_cls": 0.17998985387384892, "loss_fcos_ctr": 0.6157066626474261, "loss_fcos_loc": 0.15338015259476379, "loss_mask": 0.2320368210785091, "loss_maskiou": 0.00423335764935473, "loss_sem_seg": 0.18712041922844946, "lr": 0.001, "mask_rcnn/accuracy": 0.8991450746965453, "mask_rcnn/false_negative": 0.09557872050036995, "mask_rcnn/false_positive": 0.10652491776669773, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.0, "time": 0.6911231596022844, "total_loss": 1.3644986349900137} {"data_time": 0.010191171430051327, "eta_seconds": 32625.510332719423, "iteration": 223339, "loss_fcos_cls": 0.1906271770130843, "loss_fcos_ctr": 0.6118850260972977, "loss_fcos_loc": 0.15233185526449233, "loss_mask": 0.24224709859117866, "loss_maskiou": 0.004093685689440463, "loss_sem_seg": 0.18683425057679415, "lr": 0.001, "mask_rcnn/accuracy": 0.8929879113233705, "mask_rcnn/false_negative": 0.09116057791021868, "mask_rcnn/false_positive": 0.12063062227145954, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.5, "time": 0.7030295077711344, "total_loss": 1.3942208200742243} {"data_time": 0.010398060083389282, "eta_seconds": 32611.526273083873, "iteration": 223359, "loss_fcos_cls": 0.1838830776978284, "loss_fcos_ctr": 0.6128648612648249, "loss_fcos_loc": 0.15593068534508348, "loss_mask": 0.24670694302767515, "loss_maskiou": 0.004528773428319255, "loss_sem_seg": 0.21860354207456112, "lr": 0.001, "mask_rcnn/accuracy": 0.8921650388609945, "mask_rcnn/false_negative": 0.0885842092467533, "mask_rcnn/false_positive": 0.10729554484431582, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 26.75, "time": 0.6948804762214422, "total_loss": 1.4336540849035373} {"data_time": 0.009791551157832146, "eta_seconds": 32573.397974345833, "iteration": 223379, "loss_fcos_cls": 0.19046069972682744, "loss_fcos_ctr": 0.6137361442670226, "loss_fcos_loc": 0.15991023264359683, "loss_mask": 0.2342985337600112, "loss_maskiou": 0.004032051772810519, "loss_sem_seg": 0.17173964495304972, "lr": 0.001, "mask_rcnn/accuracy": 0.9000053146258503, "mask_rcnn/false_negative": 0.07695456946798798, "mask_rcnn/false_positive": 0.1453550952700524, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.5, "time": 0.6902380436658859, "total_loss": 1.376050394572303} {"data_time": 0.008953404612839222, "eta_seconds": 32550.076268448494, "iteration": 223399, "loss_fcos_cls": 0.19286112068220973, "loss_fcos_ctr": 0.6151544936001301, "loss_fcos_loc": 0.16220646887086332, "loss_mask": 0.2464413931593299, "loss_maskiou": 0.004012883233372122, "loss_sem_seg": 0.17075574793852866, "lr": 0.001, "mask_rcnn/accuracy": 0.9086420737276393, "mask_rcnn/false_negative": 0.08537069601330802, "mask_rcnn/false_positive": 0.11457595344313759, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.5, "time": 0.6986207515001297, "total_loss": 1.406524642225122} {"data_time": 0.010742860846221447, "eta_seconds": 32527.0463476656, "iteration": 223419, "loss_fcos_cls": 0.19595265435054898, "loss_fcos_ctr": 0.6129070669412613, "loss_fcos_loc": 0.15911734744440764, "loss_mask": 0.2298582587391138, "loss_maskiou": 0.0036165489937047823, "loss_sem_seg": 0.1924773750361055, "lr": 0.001, "mask_rcnn/accuracy": 0.8913924928401902, "mask_rcnn/false_negative": 0.08420153384044171, "mask_rcnn/false_positive": 0.13061366370000016, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 32.75, "time": 0.6833462407812476, "total_loss": 1.4079939070288674} {"data_time": 0.009981478564441204, "eta_seconds": 32516.95453915093, "iteration": 223439, "loss_fcos_cls": 0.19505287194624543, "loss_fcos_ctr": 0.6134577356278896, "loss_fcos_loc": 0.15288183791562915, "loss_mask": 0.22891587251797318, "loss_maskiou": 0.004523749295913149, "loss_sem_seg": 0.17250637128017843, "lr": 0.001, "mask_rcnn/accuracy": 0.896137493458922, "mask_rcnn/false_negative": 0.09041988619805003, "mask_rcnn/false_positive": 0.09984496512651327, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 23.0, "time": 0.7140370346605778, "total_loss": 1.3831448936070956} {"data_time": 0.009729280136525631, "eta_seconds": 32502.98707516212, "iteration": 223459, "loss_fcos_cls": 0.18364981678314507, "loss_fcos_ctr": 0.6168347019702196, "loss_fcos_loc": 0.15990610426524654, "loss_mask": 0.24123162543401122, "loss_maskiou": 0.003933511910872767, "loss_sem_seg": 0.20112555008381605, "lr": 0.001, "mask_rcnn/accuracy": 0.8879595107273679, "mask_rcnn/false_negative": 0.08041740769254713, "mask_rcnn/false_positive": 0.1299831787323063, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.0, "time": 0.6936322674155235, "total_loss": 1.4011137788975248} {"data_time": 0.01059983391314745, "eta_seconds": 32493.122372187674, "iteration": 223479, "loss_fcos_cls": 0.187281328253448, "loss_fcos_ctr": 0.6119659347459674, "loss_fcos_loc": 0.1518132344353944, "loss_mask": 0.24133371841162443, "loss_maskiou": 0.004044322558911517, "loss_sem_seg": 0.1888155061751604, "lr": 0.001, "mask_rcnn/accuracy": 0.8969471796954884, "mask_rcnn/false_negative": 0.08115338001866534, "mask_rcnn/false_positive": 0.1264478595780006, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 30.75, "time": 0.7056754929944873, "total_loss": 1.392564235269674} {"data_time": 0.010357960127294064, "eta_seconds": 32496.974325470626, "iteration": 223499, "loss_fcos_cls": 0.18813890882302076, "loss_fcos_ctr": 0.6154540330171585, "loss_fcos_loc": 0.16786956108990125, "loss_mask": 0.23692156840115786, "loss_maskiou": 0.004087830839125672, "loss_sem_seg": 0.1765508772805333, "lr": 0.001, "mask_rcnn/accuracy": 0.8906802591067008, "mask_rcnn/false_negative": 0.08116206936597993, "mask_rcnn/false_positive": 0.13020299706754845, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 28.0, "time": 0.7034112485125661, "total_loss": 1.4034838833176764} {"data_time": 0.009725452400743961, "eta_seconds": 32514.026718054898, "iteration": 223519, "loss_fcos_cls": 0.18798888754099607, "loss_fcos_ctr": 0.6159664336591959, "loss_fcos_loc": 0.16330827749334276, "loss_mask": 0.2488702153787017, "loss_maskiou": 0.004625069632311352, "loss_sem_seg": 0.185018747812137, "lr": 0.001, "mask_rcnn/accuracy": 0.902281932509846, "mask_rcnn/false_negative": 0.0944954590492077, "mask_rcnn/false_positive": 0.09805000221138749, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 23.5, "time": 0.7152252895757556, "total_loss": 1.4214988194362377} {"data_time": 0.010486053302884102, "eta_seconds": 32500.036473990418, "iteration": 223539, "loss_fcos_cls": 0.18253486172761768, "loss_fcos_ctr": 0.614145690575242, "loss_fcos_loc": 0.16261613403912634, "loss_mask": 0.24233304988592863, "loss_maskiou": 0.004413805942022009, "loss_sem_seg": 0.1715966872870922, "lr": 0.001, "mask_rcnn/accuracy": 0.8810144979977806, "mask_rcnn/false_negative": 0.10545991184615747, "mask_rcnn/false_positive": 0.12562750273080603, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 32.25, "time": 0.7037375830113888, "total_loss": 1.3714420943506411} {"data_time": 0.009724384173750877, "eta_seconds": 32450.53951734118, "iteration": 223559, "loss_fcos_cls": 0.18316404591314495, "loss_fcos_ctr": 0.6134473662823439, "loss_fcos_loc": 0.15643598698079586, "loss_mask": 0.22276896052062511, "loss_maskiou": 0.004053807424497791, "loss_sem_seg": 0.17966200690716505, "lr": 0.001, "mask_rcnn/accuracy": 0.880752999957747, "mask_rcnn/false_negative": 0.10243328528575324, "mask_rcnn/false_positive": 0.12091052472500319, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.6866453932598233, "total_loss": 1.380667323282978} {"data_time": 0.009389941580593586, "eta_seconds": 32472.055985861458, "iteration": 223579, "loss_fcos_cls": 0.18576320819556713, "loss_fcos_ctr": 0.6138346996158361, "loss_fcos_loc": 0.1660675483290106, "loss_mask": 0.2428980963304639, "loss_maskiou": 0.004603799887263449, "loss_sem_seg": 0.17968112393282354, "lr": 0.001, "mask_rcnn/accuracy": 0.9001964608442572, "mask_rcnn/false_negative": 0.08386167044916099, "mask_rcnn/false_positive": 0.11451506489274754, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 28.25, "time": 0.708719183690846, "total_loss": 1.4088940932597325} {"data_time": 0.010396579280495644, "eta_seconds": 32444.439754818566, "iteration": 223599, "loss_fcos_cls": 0.1911980991717428, "loss_fcos_ctr": 0.6147515438497066, "loss_fcos_loc": 0.1598723118659109, "loss_mask": 0.23935144394636154, "loss_maskiou": 0.004354237740699318, "loss_sem_seg": 0.1768535114824772, "lr": 0.001, "mask_rcnn/accuracy": 0.8888822456065759, "mask_rcnn/false_negative": 0.08899262754738337, "mask_rcnn/false_positive": 0.1242116266366474, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 25.5, "time": 0.6967601757496595, "total_loss": 1.3948214579268097} {"data_time": 0.009759283624589443, "eta_seconds": 32416.735963212326, "iteration": 223619, "loss_fcos_cls": 0.19509173979167826, "loss_fcos_ctr": 0.6142905345186591, "loss_fcos_loc": 0.16730157868005335, "loss_mask": 0.23694463912397623, "loss_maskiou": 0.004250720085110515, "loss_sem_seg": 0.19438299763714895, "lr": 0.001, "mask_rcnn/accuracy": 0.8963597343699384, "mask_rcnn/false_negative": 0.07831968404028948, "mask_rcnn/false_positive": 0.12198600293157841, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.0, "time": 0.7101326556876302, "total_loss": 1.4369674127046892} {"data_time": 0.009470154531300068, "eta_seconds": 32439.368707126006, "iteration": 223639, "loss_fcos_cls": 0.1903597004711628, "loss_fcos_ctr": 0.6144032822921872, "loss_fcos_loc": 0.15685303509235382, "loss_mask": 0.23531741090118885, "loss_maskiou": 0.003919866732758237, "loss_sem_seg": 0.18867056351155043, "lr": 0.001, "mask_rcnn/accuracy": 0.920679945054945, "mask_rcnn/false_negative": 0.05739939188913874, "mask_rcnn/false_positive": 0.08337068026034604, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 24.75, "time": 0.709984740242362, "total_loss": 1.3918098055873998} {"data_time": 0.009834151715040207, "eta_seconds": 32440.061225180514, "iteration": 223659, "loss_fcos_cls": 0.18070472590625286, "loss_fcos_ctr": 0.6142154447734356, "loss_fcos_loc": 0.15994341403711587, "loss_mask": 0.23962668934836984, "loss_maskiou": 0.0042545623600744875, "loss_sem_seg": 0.18604956846684217, "lr": 0.001, "mask_rcnn/accuracy": 0.8855775715458598, "mask_rcnn/false_negative": 0.10358579586805994, "mask_rcnn/false_positive": 0.1223068116351487, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 40.5, "time": 0.7178014777600765, "total_loss": 1.3898150465647632} {"data_time": 0.009047014638781548, "eta_seconds": 32426.06063769851, "iteration": 223679, "loss_fcos_cls": 0.2006483676377684, "loss_fcos_ctr": 0.6138993185013533, "loss_fcos_loc": 0.1570099046221003, "loss_mask": 0.23765215883031487, "loss_maskiou": 0.004449639833183028, "loss_sem_seg": 0.18731145048514009, "lr": 0.001, "mask_rcnn/accuracy": 0.8939971690982472, "mask_rcnn/false_negative": 0.08759807878592185, "mask_rcnn/false_positive": 0.1319043569723341, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 28.25, "time": 0.7012979444116354, "total_loss": 1.3934916507350863} {"data_time": 0.008957711048424244, "eta_seconds": 32427.250688518398, "iteration": 223699, "loss_fcos_cls": 0.18519890459720045, "loss_fcos_ctr": 0.6147664468735456, "loss_fcos_loc": 0.16987970343325287, "loss_mask": 0.23787080170586705, "loss_maskiou": 0.004077952708030352, "loss_sem_seg": 0.2090838081203401, "lr": 0.001, "mask_rcnn/accuracy": 0.8922247841444271, "mask_rcnn/false_negative": 0.09976369432225704, "mask_rcnn/false_positive": 0.12965612107015312, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 26.75, "time": 0.7069595195353031, "total_loss": 1.4216829814977245} {"data_time": 0.009772087447345257, "eta_seconds": 32413.243539347313, "iteration": 223719, "loss_fcos_cls": 0.18785774370189756, "loss_fcos_ctr": 0.6123964246362448, "loss_fcos_loc": 0.1660444390727207, "loss_mask": 0.2431158972904086, "loss_maskiou": 0.00456433432555059, "loss_sem_seg": 0.18152720667421818, "lr": 0.001, "mask_rcnn/accuracy": 0.8758505737459819, "mask_rcnn/false_negative": 0.11041846368242084, "mask_rcnn/false_positive": 0.13400134540393566, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.75, "time": 0.7119198683649302, "total_loss": 1.4008712375307368} {"data_time": 0.010254981927573681, "eta_seconds": 32399.23639017623, "iteration": 223739, "loss_fcos_cls": 0.1810622566845268, "loss_fcos_ctr": 0.6145972264930606, "loss_fcos_loc": 0.15629955707117915, "loss_mask": 0.2435761080123484, "loss_maskiou": 0.004698491506132996, "loss_sem_seg": 0.1796120733488351, "lr": 0.001, "mask_rcnn/accuracy": 0.898503986614889, "mask_rcnn/false_negative": 0.09650134533316951, "mask_rcnn/false_positive": 0.11654191540871983, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 37.0, "time": 0.6891571478918195, "total_loss": 1.3757364403718384} {"data_time": 0.009301360696554184, "eta_seconds": 32414.305674010888, "iteration": 223759, "loss_fcos_cls": 0.18673734366893768, "loss_fcos_ctr": 0.6155130220577121, "loss_fcos_loc": 0.15571691980585456, "loss_mask": 0.2508743302896619, "loss_maskiou": 0.004155236922088079, "loss_sem_seg": 0.18314118753187358, "lr": 0.001, "mask_rcnn/accuracy": 0.8996505974184545, "mask_rcnn/false_negative": 0.0873900648909979, "mask_rcnn/false_positive": 0.1059256704541886, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 30.5, "time": 0.7271375842392445, "total_loss": 1.3975723335024668} {"data_time": 0.010149764828383923, "eta_seconds": 32394.127951797098, "iteration": 223779, "loss_fcos_cls": 0.18257165746763349, "loss_fcos_ctr": 0.6139029352925718, "loss_fcos_loc": 0.15996895940043032, "loss_mask": 0.23448262130841613, "loss_maskiou": 0.004458411061932566, "loss_sem_seg": 0.1972458278760314, "lr": 0.001, "mask_rcnn/accuracy": 0.9021058536472815, "mask_rcnn/false_negative": 0.0823446987208768, "mask_rcnn/false_positive": 0.12162608340856623, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 28.5, "time": 0.6950726388022304, "total_loss": 1.41572187732163} {"data_time": 0.009995636530220509, "eta_seconds": 32380.110891174525, "iteration": 223799, "loss_fcos_cls": 0.17733863764442503, "loss_fcos_ctr": 0.6123379487544298, "loss_fcos_loc": 0.1569347269833088, "loss_mask": 0.24403548194095492, "loss_maskiou": 0.004070356244483264, "loss_sem_seg": 0.18416007282212377, "lr": 0.001, "mask_rcnn/accuracy": 0.8758217423874312, "mask_rcnn/false_negative": 0.0940036659307383, "mask_rcnn/false_positive": 0.11640670584369206, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 24.5, "time": 0.7032225020229816, "total_loss": 1.379386228400108} {"data_time": 0.010331643745303154, "eta_seconds": 32366.093830551952, "iteration": 223819, "loss_fcos_cls": 0.18242829444352537, "loss_fcos_ctr": 0.6139260046184063, "loss_fcos_loc": 0.14826900168554857, "loss_mask": 0.2281274814158678, "loss_maskiou": 0.003964243798691314, "loss_sem_seg": 0.18252964154817164, "lr": 0.001, "mask_rcnn/accuracy": 0.8914346716947649, "mask_rcnn/false_negative": 0.08943515243878553, "mask_rcnn/false_positive": 0.12354434986598031, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.6927631190046668, "total_loss": 1.3660534134505724} {"data_time": 0.010223771445453167, "eta_seconds": 32358.22677316703, "iteration": 223839, "loss_fcos_cls": 0.18673756287898868, "loss_fcos_ctr": 0.6122631970793009, "loss_fcos_loc": 0.15116839145775884, "loss_mask": 0.23150721052661538, "loss_maskiou": 0.0038740660274925176, "loss_sem_seg": 0.1936527155339718, "lr": 0.001, "mask_rcnn/accuracy": 0.9004992599273803, "mask_rcnn/false_negative": 0.09078545610951458, "mask_rcnn/false_positive": 0.11892939977844927, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 35.75, "time": 0.7031374061480165, "total_loss": 1.3927997377450083} {"data_time": 0.01114021148532629, "eta_seconds": 32338.059709306806, "iteration": 223859, "loss_fcos_cls": 0.1819429051829502, "loss_fcos_ctr": 0.6132307481020689, "loss_fcos_loc": 0.15391449758317322, "loss_mask": 0.23665737360715866, "loss_maskiou": 0.0037028761507826857, "loss_sem_seg": 0.18702035304158926, "lr": 0.001, "mask_rcnn/accuracy": 0.9015339688506983, "mask_rcnn/false_negative": 0.08228247487154745, "mask_rcnn/false_positive": 0.09171669966448935, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 22.25, "time": 0.6851166831329465, "total_loss": 1.3766159082933882} {"data_time": 0.009937195107340813, "eta_seconds": 32324.042648684233, "iteration": 223879, "loss_fcos_cls": 0.18773526372388005, "loss_fcos_ctr": 0.6126976702362299, "loss_fcos_loc": 0.16436576421256177, "loss_mask": 0.23460699245333672, "loss_maskiou": 0.0040941124916571425, "loss_sem_seg": 0.1715591832762584, "lr": 0.001, "mask_rcnn/accuracy": 0.8896805388414235, "mask_rcnn/false_negative": 0.0923026451809169, "mask_rcnn/false_positive": 0.12426454808827211, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.5, "time": 0.6920174490660429, "total_loss": 1.3753502876970742} {"data_time": 0.009988944046199322, "eta_seconds": 32329.752458140254, "iteration": 223899, "loss_fcos_cls": 0.19215209293179214, "loss_fcos_ctr": 0.6149942975025624, "loss_fcos_loc": 0.16796286578755826, "loss_mask": 0.2393443495966494, "loss_maskiou": 0.004479958064621314, "loss_sem_seg": 0.17371362075209618, "lr": 0.001, "mask_rcnn/accuracy": 0.8917317361727299, "mask_rcnn/false_negative": 0.08940557161111326, "mask_rcnn/false_positive": 0.11022702021694947, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.75, "time": 0.7131734639406204, "total_loss": 1.3870528926563566} {"data_time": 0.01095900870859623, "eta_seconds": 32275.823114726692, "iteration": 223919, "loss_fcos_cls": 0.1934965131804347, "loss_fcos_ctr": 0.6139216460287571, "loss_fcos_loc": 0.1620266162790358, "loss_mask": 0.2346042157150805, "loss_maskiou": 0.004533181647275342, "loss_sem_seg": 0.18205912108533084, "lr": 0.001, "mask_rcnn/accuracy": 0.8807889825957603, "mask_rcnn/false_negative": 0.09722910713664532, "mask_rcnn/false_positive": 0.12684812492192635, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 25.5, "time": 0.6744244815781713, "total_loss": 1.3953534769752878} {"data_time": 0.009964263997972012, "eta_seconds": 32261.81481494382, "iteration": 223939, "loss_fcos_cls": 0.1776415694039315, "loss_fcos_ctr": 0.61518660094589, "loss_fcos_loc": 0.16334659652784467, "loss_mask": 0.24743367033079267, "loss_maskiou": 0.004379680809506681, "loss_sem_seg": 0.16773893823847175, "lr": 0.001, "mask_rcnn/accuracy": 0.8736955009276437, "mask_rcnn/false_negative": 0.09378385414699578, "mask_rcnn/false_positive": 0.160530940395129, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.5, "time": 0.6836144272238016, "total_loss": 1.4003617830385338} {"data_time": 0.00994202122092247, "eta_seconds": 32257.04355710093, "iteration": 223959, "loss_fcos_cls": 0.1832466102205217, "loss_fcos_ctr": 0.6123974267393351, "loss_fcos_loc": 0.16135456634219736, "loss_mask": 0.2348463861271739, "loss_maskiou": 0.004715954972198233, "loss_sem_seg": 0.1888887262903154, "lr": 0.001, "mask_rcnn/accuracy": 0.889124421570954, "mask_rcnn/false_negative": 0.08014430452937717, "mask_rcnn/false_positive": 0.12224389910864403, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 24.0, "time": 0.7079969998449087, "total_loss": 1.4002635640572407} {"data_time": 0.010008424520492554, "eta_seconds": 32225.545231786557, "iteration": 223979, "loss_fcos_cls": 0.1925342003814876, "loss_fcos_ctr": 0.6175017720088363, "loss_fcos_loc": 0.16623479535337538, "loss_mask": 0.25014257710427046, "loss_maskiou": 0.004711823014076799, "loss_sem_seg": 0.17990063363686204, "lr": 0.001, "mask_rcnn/accuracy": 0.895374385567594, "mask_rcnn/false_negative": 0.08597973999669753, "mask_rcnn/false_positive": 0.12963570860292145, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 28.75, "time": 0.7030761307105422, "total_loss": 1.405216960445614} {"data_time": 0.01012397836893797, "eta_seconds": 32211.54051862005, "iteration": 223999, "loss_fcos_cls": 0.18817537371069193, "loss_fcos_ctr": 0.6148986471816897, "loss_fcos_loc": 0.16480723314452916, "loss_mask": 0.23563004098832607, "loss_maskiou": 0.004565662173263263, "loss_sem_seg": 0.19667788362130523, "lr": 0.001, "mask_rcnn/accuracy": 0.9032705076412587, "mask_rcnn/false_negative": 0.07633616635691112, "mask_rcnn/false_positive": 0.12607629345597093, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 23.5, "time": 0.7169932750985026, "total_loss": 1.4132485737354727} {"data_time": 0.010532576590776443, "eta_seconds": 32197.535805453546, "iteration": 224019, "loss_fcos_cls": 0.19018321542534977, "loss_fcos_ctr": 0.6144311302341521, "loss_fcos_loc": 0.16033510875422508, "loss_mask": 0.23001809883862734, "loss_maskiou": 0.0036962355079595, "loss_sem_seg": 0.16286438051611185, "lr": 0.001, "mask_rcnn/accuracy": 0.8923400740504535, "mask_rcnn/false_negative": 0.08866084299914306, "mask_rcnn/false_positive": 0.12202709171439236, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 30.5, "time": 0.6992021165788174, "total_loss": 1.3722290493169567} {"data_time": 0.010671811178326607, "eta_seconds": 32183.53109228704, "iteration": 224039, "loss_fcos_cls": 0.18203850579448044, "loss_fcos_ctr": 0.6112949457019567, "loss_fcos_loc": 0.15116676769685, "loss_mask": 0.22820943780243397, "loss_maskiou": 0.003760885064366448, "loss_sem_seg": 0.18318388960324228, "lr": 0.001, "mask_rcnn/accuracy": 0.9052549198250729, "mask_rcnn/false_negative": 0.0722533877470149, "mask_rcnn/false_positive": 0.09772774092601211, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 21.0, "time": 0.6939877960830927, "total_loss": 1.378201164490747} {"data_time": 0.011230289936065674, "eta_seconds": 32190.783179617487, "iteration": 224059, "loss_fcos_cls": 0.18331754277460277, "loss_fcos_ctr": 0.6134519204497337, "loss_fcos_loc": 0.1555909113958478, "loss_mask": 0.23418631218373775, "loss_maskiou": 0.003986593983427156, "loss_sem_seg": 0.17789172008633614, "lr": 0.001, "mask_rcnn/accuracy": 0.9003231568601466, "mask_rcnn/false_negative": 0.09744906557904601, "mask_rcnn/false_positive": 0.12223194944601867, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 20.5, "time": 0.7208002293482423, "total_loss": 1.378376935968845} {"data_time": 0.010701294988393784, "eta_seconds": 32163.756716463715, "iteration": 224079, "loss_fcos_cls": 0.18563778570387512, "loss_fcos_ctr": 0.6142837340012193, "loss_fcos_loc": 0.16189342972938903, "loss_mask": 0.22989630978554487, "loss_maskiou": 0.0037047666119178757, "loss_sem_seg": 0.18151321541517973, "lr": 0.001, "mask_rcnn/accuracy": 0.902296917882421, "mask_rcnn/false_negative": 0.07720190473676888, "mask_rcnn/false_positive": 0.12867388575057154, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.5, "time": 0.6714733988046646, "total_loss": 1.3967542859008972} {"data_time": 0.010269425809383392, "eta_seconds": 32141.516952787526, "iteration": 224099, "loss_fcos_cls": 0.17954860732425004, "loss_fcos_ctr": 0.6117712706327438, "loss_fcos_loc": 0.15265644912142307, "loss_mask": 0.23665220383554697, "loss_maskiou": 0.004283457594283391, "loss_sem_seg": 0.18224137369543314, "lr": 0.001, "mask_rcnn/accuracy": 0.8897183873549419, "mask_rcnn/false_negative": 0.08955268281310383, "mask_rcnn/false_positive": 0.12290738298347031, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 23.25, "time": 0.6860283771529794, "total_loss": 1.373962581026717} {"data_time": 0.009391778148710728, "eta_seconds": 32148.74127824884, "iteration": 224119, "loss_fcos_cls": 0.1934106328699272, "loss_fcos_ctr": 0.6158499182201922, "loss_fcos_loc": 0.16739336436148733, "loss_mask": 0.2517872443422675, "loss_maskiou": 0.0044821628398494795, "loss_sem_seg": 0.1865968678612262, "lr": 0.001, "mask_rcnn/accuracy": 0.8979271874566153, "mask_rcnn/false_negative": 0.07824576611695366, "mask_rcnn/false_positive": 0.1047392813377718, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.25, "time": 0.7128295795992017, "total_loss": 1.4376393365128024} {"data_time": 0.011182068847119808, "eta_seconds": 32180.635386588983, "iteration": 224139, "loss_fcos_cls": 0.18577346112579107, "loss_fcos_ctr": 0.613383000716567, "loss_fcos_loc": 0.15964391292072833, "loss_mask": 0.23164997342973948, "loss_maskiou": 0.0041884489328367636, "loss_sem_seg": 0.1749713490717113, "lr": 0.001, "mask_rcnn/accuracy": 0.8988404771249159, "mask_rcnn/false_negative": 0.08294197314482912, "mask_rcnn/false_positive": 0.10895723783467337, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 25.25, "time": 0.7258757725358009, "total_loss": 1.372467431716359} {"data_time": 0.00985393300652504, "eta_seconds": 32150.93362631835, "iteration": 224159, "loss_fcos_cls": 0.18504352029412985, "loss_fcos_ctr": 0.6152004492469132, "loss_fcos_loc": 0.15824884886387736, "loss_mask": 0.24011323461309075, "loss_maskiou": 0.00451016892111511, "loss_sem_seg": 0.18415991228539497, "lr": 0.001, "mask_rcnn/accuracy": 0.8960095551378446, "mask_rcnn/false_negative": 0.09346834600415879, "mask_rcnn/false_positive": 0.09430367744164242, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.25, "time": 0.6857552761211991, "total_loss": 1.3812514411074517} {"data_time": 0.011356032453477383, "eta_seconds": 32102.90812167246, "iteration": 224179, "loss_fcos_cls": 0.18801637983415276, "loss_fcos_ctr": 0.6109196497127414, "loss_fcos_loc": 0.14909244584850967, "loss_mask": 0.22891412116587162, "loss_maskiou": 0.003637667883594986, "loss_sem_seg": 0.17591240792535245, "lr": 0.001, "mask_rcnn/accuracy": 0.8992147640306123, "mask_rcnn/false_negative": 0.07125555523633392, "mask_rcnn/false_positive": 0.1289216072114075, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 24.0, "time": 0.6925826305523515, "total_loss": 1.3581365221180022} {"data_time": 0.009926939383149147, "eta_seconds": 32092.792901630513, "iteration": 224199, "loss_fcos_cls": 0.18790467135841027, "loss_fcos_ctr": 0.6152507697115652, "loss_fcos_loc": 0.16497017338406295, "loss_mask": 0.23793918592855334, "loss_maskiou": 0.004130999106564559, "loss_sem_seg": 0.18926859414204955, "lr": 0.001, "mask_rcnn/accuracy": 0.8936118197278912, "mask_rcnn/false_negative": 0.10503874369845743, "mask_rcnn/false_positive": 0.10298711770850941, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 23.25, "time": 0.6894633593037724, "total_loss": 1.3976861539922538} {"data_time": 0.009814606048166752, "eta_seconds": 32078.778887568973, "iteration": 224219, "loss_fcos_cls": 0.18736737419385463, "loss_fcos_ctr": 0.6131149558350444, "loss_fcos_loc": 0.15906977164559066, "loss_mask": 0.22995358612388372, "loss_maskiou": 0.003676541440654546, "loss_sem_seg": 0.17032904434017837, "lr": 0.001, "mask_rcnn/accuracy": 0.8984744713102633, "mask_rcnn/false_negative": 0.08410754798986905, "mask_rcnn/false_positive": 0.13335442974929063, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.7216809168457985, "total_loss": 1.3720777329708653} {"data_time": 0.009889494627714157, "eta_seconds": 32072.10096637346, "iteration": 224239, "loss_fcos_cls": 0.1780613901792094, "loss_fcos_ctr": 0.6140335015952587, "loss_fcos_loc": 0.1595605679322034, "loss_mask": 0.24340717820450664, "loss_maskiou": 0.004325685484218411, "loss_sem_seg": 0.15963606187142432, "lr": 0.001, "mask_rcnn/accuracy": 0.8876090926962182, "mask_rcnn/false_negative": 0.09535592978142604, "mask_rcnn/false_positive": 0.11802559781533697, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 29.75, "time": 0.6938978601247072, "total_loss": 1.3931818735782144} {"data_time": 0.01027087401598692, "eta_seconds": 32098.386868701316, "iteration": 224259, "loss_fcos_cls": 0.18424632237292826, "loss_fcos_ctr": 0.6135367508977652, "loss_fcos_loc": 0.1583127052290365, "loss_mask": 0.24598361272364855, "loss_maskiou": 0.004268134827725589, "loss_sem_seg": 0.16524102166295052, "lr": 0.001, "mask_rcnn/accuracy": 0.8918742425130972, "mask_rcnn/false_negative": 0.09323908567675038, "mask_rcnn/false_positive": 0.1252359315305916, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.7098082583397627, "total_loss": 1.3700355652690632} {"data_time": 0.010900067165493965, "eta_seconds": 32115.014092777856, "iteration": 224279, "loss_fcos_cls": 0.19036823010537773, "loss_fcos_ctr": 0.612512992694974, "loss_fcos_loc": 0.15862693247618154, "loss_mask": 0.23981271917000413, "loss_maskiou": 0.004603928013239056, "loss_sem_seg": 0.17736181803047657, "lr": 0.001, "mask_rcnn/accuracy": 0.9029781555479335, "mask_rcnn/false_negative": 0.08837306960049635, "mask_rcnn/false_positive": 0.11567089236520425, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.7132148444652557, "total_loss": 1.3864980479411315} {"data_time": 0.009945799596607685, "eta_seconds": 32113.707011489198, "iteration": 224299, "loss_fcos_cls": 0.2087799032451585, "loss_fcos_ctr": 0.6122049642726779, "loss_fcos_loc": 0.1565363883273676, "loss_mask": 0.23420725110918283, "loss_maskiou": 0.004116805997909978, "loss_sem_seg": 0.16923942929133773, "lr": 0.001, "mask_rcnn/accuracy": 0.8986227526724976, "mask_rcnn/false_negative": 0.09768972235548176, "mask_rcnn/false_positive": 0.09643315179667977, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 28.25, "time": 0.7050396790727973, "total_loss": 1.3787069537720527} {"data_time": 0.009159136563539505, "eta_seconds": 32125.052775462158, "iteration": 224319, "loss_fcos_cls": 0.18401605857070535, "loss_fcos_ctr": 0.6137310527265072, "loss_fcos_loc": 0.15537224640138447, "loss_mask": 0.2375282454304397, "loss_maskiou": 0.003993300026195357, "loss_sem_seg": 0.19089756719768047, "lr": 0.001, "mask_rcnn/accuracy": 0.8878033273494583, "mask_rcnn/false_negative": 0.10303684833448305, "mask_rcnn/false_positive": 0.1207504757904295, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.75, "time": 0.7220524847507477, "total_loss": 1.3980804017119226} {"data_time": 0.009218020364642143, "eta_seconds": 32110.987823829986, "iteration": 224339, "loss_fcos_cls": 0.18381299008615315, "loss_fcos_ctr": 0.6144826617091894, "loss_fcos_loc": 0.15760249947197735, "loss_mask": 0.23395518399775028, "loss_maskiou": 0.003971842508690315, "loss_sem_seg": 0.1692332576494664, "lr": 0.001, "mask_rcnn/accuracy": 0.8995964174173723, "mask_rcnn/false_negative": 0.07938404028439396, "mask_rcnn/false_positive": 0.13066659786314827, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 33.75, "time": 0.7051831092685461, "total_loss": 1.3678688211075496} {"data_time": 0.010373697616159916, "eta_seconds": 32099.600356231444, "iteration": 224359, "loss_fcos_cls": 0.18400268856203184, "loss_fcos_ctr": 0.613421986810863, "loss_fcos_loc": 0.16218432667665184, "loss_mask": 0.24449082743376493, "loss_maskiou": 0.004312742952606641, "loss_sem_seg": 0.16977588925510645, "lr": 0.001, "mask_rcnn/accuracy": 0.8890685375312121, "mask_rcnn/false_negative": 0.09314242831897125, "mask_rcnn/false_positive": 0.11585565597768761, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 22.5, "time": 0.703521785326302, "total_loss": 1.4126926178505528} {"data_time": 0.00994984433054924, "eta_seconds": 32082.857920565642, "iteration": 224379, "loss_fcos_cls": 0.1958317127719056, "loss_fcos_ctr": 0.6156009323894978, "loss_fcos_loc": 0.16556260403012857, "loss_mask": 0.2403437001630664, "loss_maskiou": 0.004191760745015927, "loss_sem_seg": 0.1884975372813642, "lr": 0.001, "mask_rcnn/accuracy": 0.8918304719596513, "mask_rcnn/false_negative": 0.10850193392009182, "mask_rcnn/false_positive": 0.11445383044810817, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 23.5, "time": 0.6915805544704199, "total_loss": 1.443409841391258} {"data_time": 0.010502662509679794, "eta_seconds": 32086.7831516508, "iteration": 224399, "loss_fcos_cls": 0.18014455359661952, "loss_fcos_ctr": 0.6126201706938446, "loss_fcos_loc": 0.15497205354040489, "loss_mask": 0.23317861184477806, "loss_maskiou": 0.005015797869418748, "loss_sem_seg": 0.17312460741959512, "lr": 0.001, "mask_rcnn/accuracy": 0.8985414818101154, "mask_rcnn/false_negative": 0.08613654443060847, "mask_rcnn/false_positive": 0.11211826183806328, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 34.25, "time": 0.6991738388314843, "total_loss": 1.3555083933169954} {"data_time": 0.00978698767721653, "eta_seconds": 32069.183300473727, "iteration": 224419, "loss_fcos_cls": 0.184917300241068, "loss_fcos_ctr": 0.6119691263884306, "loss_fcos_loc": 0.15896845108363777, "loss_mask": 0.2321914853528142, "loss_maskiou": 0.0038091879287094343, "loss_sem_seg": 0.2052056035026908, "lr": 0.001, "mask_rcnn/accuracy": 0.9025952245977756, "mask_rcnn/false_negative": 0.07674813876817518, "mask_rcnn/false_positive": 0.1335473590454874, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 23.25, "time": 0.6867413697764277, "total_loss": 1.3868393232842209} {"data_time": 0.011596816591918468, "eta_seconds": 32016.515997335315, "iteration": 224439, "loss_fcos_cls": 0.17374421504791826, "loss_fcos_ctr": 0.6152904951013625, "loss_fcos_loc": 0.15671318164095283, "loss_mask": 0.2332727569155395, "loss_maskiou": 0.0043680921735358424, "loss_sem_seg": 0.16740756714716554, "lr": 0.001, "mask_rcnn/accuracy": 0.9019406113269895, "mask_rcnn/false_negative": 0.09428168150371083, "mask_rcnn/false_positive": 0.10134877943034762, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 30.75, "time": 0.6870134761556983, "total_loss": 1.3584215194205171} {"data_time": 0.010474793612957, "eta_seconds": 32008.99652665481, "iteration": 224459, "loss_fcos_cls": 0.19138518918771297, "loss_fcos_ctr": 0.6166822845116258, "loss_fcos_loc": 0.1626310603460297, "loss_mask": 0.24583428353071213, "loss_maskiou": 0.004870032935286872, "loss_sem_seg": 0.2005815994925797, "lr": 0.001, "mask_rcnn/accuracy": 0.8917016002307356, "mask_rcnn/false_negative": 0.10908237957334732, "mask_rcnn/false_positive": 0.13805679596153536, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.25, "time": 0.7036958197131753, "total_loss": 1.4181982802183484} {"data_time": 0.010605349205434322, "eta_seconds": 31985.699287753552, "iteration": 224479, "loss_fcos_cls": 0.18825655686669052, "loss_fcos_ctr": 0.6150639606639743, "loss_fcos_loc": 0.1481710895895958, "loss_mask": 0.22574033634737134, "loss_maskiou": 0.004222671668685507, "loss_sem_seg": 0.1751026837155223, "lr": 0.001, "mask_rcnn/accuracy": 0.8989073426573426, "mask_rcnn/false_negative": 0.09521170095359718, "mask_rcnn/false_positive": 0.11515991800874266, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.75, "time": 0.6938614528626204, "total_loss": 1.347163350386836} {"data_time": 0.009970911778509617, "eta_seconds": 31967.5797991734, "iteration": 224499, "loss_fcos_cls": 0.19239610637305304, "loss_fcos_ctr": 0.6110868593677878, "loss_fcos_loc": 0.15573537372983992, "loss_mask": 0.24266677163541317, "loss_maskiou": 0.004442276287591085, "loss_sem_seg": 0.16419590124860406, "lr": 0.001, "mask_rcnn/accuracy": 0.8996678860223335, "mask_rcnn/false_negative": 0.08083130486082393, "mask_rcnn/false_positive": 0.13206431811187325, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 21.25, "time": 0.6756386682391167, "total_loss": 1.374258671035932} {"data_time": 0.009990199469029903, "eta_seconds": 31936.453699991107, "iteration": 224519, "loss_fcos_cls": 0.17893128469586372, "loss_fcos_ctr": 0.6136613693088293, "loss_fcos_loc": 0.1576428470434621, "loss_mask": 0.2477311184629798, "loss_maskiou": 0.004095457537914626, "loss_sem_seg": 0.166542730294168, "lr": 0.001, "mask_rcnn/accuracy": 0.8825734771837428, "mask_rcnn/false_negative": 0.08403358335773548, "mask_rcnn/false_positive": 0.10121156059028869, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 22.25, "time": 0.6747292280197144, "total_loss": 1.3591314015211537} {"data_time": 0.010277273133397102, "eta_seconds": 31922.40983389318, "iteration": 224539, "loss_fcos_cls": 0.1917718225158751, "loss_fcos_ctr": 0.6151454020291567, "loss_fcos_loc": 0.16400370211340487, "loss_mask": 0.24968056473881006, "loss_maskiou": 0.004982794005627511, "loss_sem_seg": 0.17788144806399941, "lr": 0.001, "mask_rcnn/accuracy": 0.8937215904668503, "mask_rcnn/false_negative": 0.09984473628301072, "mask_rcnn/false_positive": 0.12235480903601348, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.5, "time": 0.7079382045194507, "total_loss": 1.403558363133925} {"data_time": 0.010510683059692383, "eta_seconds": 31908.365967795253, "iteration": 224559, "loss_fcos_cls": 0.18833696749061346, "loss_fcos_ctr": 0.614582072943449, "loss_fcos_loc": 0.1560787957860157, "loss_mask": 0.2395372986793518, "loss_maskiou": 0.0038749939994886518, "loss_sem_seg": 0.189175293315202, "lr": 0.001, "mask_rcnn/accuracy": 0.8957675332037578, "mask_rcnn/false_negative": 0.07672284613381626, "mask_rcnn/false_positive": 0.14030593917090295, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.5, "time": 0.6854317598044872, "total_loss": 1.4188205119844497} {"data_time": 0.010073346085846424, "eta_seconds": 31883.644838772714, "iteration": 224579, "loss_fcos_cls": 0.18417654326185584, "loss_fcos_ctr": 0.6136247720569372, "loss_fcos_loc": 0.1574340199586004, "loss_mask": 0.2351098987273872, "loss_maskiou": 0.0042973132913175505, "loss_sem_seg": 0.1791029830928892, "lr": 0.001, "mask_rcnn/accuracy": 0.8948396593485879, "mask_rcnn/false_negative": 0.0978809477724383, "mask_rcnn/false_positive": 0.11032178353843294, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 22.5, "time": 0.698314419016242, "total_loss": 1.3701183063021745} {"data_time": 0.01013905182480812, "eta_seconds": 31883.05369015783, "iteration": 224599, "loss_fcos_cls": 0.19205580302514136, "loss_fcos_ctr": 0.6134567083790898, "loss_fcos_loc": 0.16234085918404162, "loss_mask": 0.2484874208457768, "loss_maskiou": 0.004288847972929943, "loss_sem_seg": 0.1988230519928038, "lr": 0.001, "mask_rcnn/accuracy": 0.8721646924361429, "mask_rcnn/false_negative": 0.12142198841553702, "mask_rcnn/false_positive": 0.133417225313834, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.25, "time": 0.7086483528837562, "total_loss": 1.4244834047749464} {"data_time": 0.009575601667165756, "eta_seconds": 31871.262728249654, "iteration": 224619, "loss_fcos_cls": 0.18370198807679117, "loss_fcos_ctr": 0.6124194031581283, "loss_fcos_loc": 0.15998164127813652, "loss_mask": 0.23220453597605228, "loss_maskiou": 0.0038984077364148106, "loss_sem_seg": 0.187484635040164, "lr": 0.001, "mask_rcnn/accuracy": 0.8947193877551021, "mask_rcnn/false_negative": 0.10585405019604263, "mask_rcnn/false_positive": 0.11109990679767909, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 35.5, "time": 0.7066842680796981, "total_loss": 1.3991253418134875} {"data_time": 0.010045023635029793, "eta_seconds": 31871.435120198876, "iteration": 224639, "loss_fcos_cls": 0.19325918750837445, "loss_fcos_ctr": 0.6137120728380978, "loss_fcos_loc": 0.16054852807428688, "loss_mask": 0.24084519874304533, "loss_maskiou": 0.00457715179072693, "loss_sem_seg": 0.17421930329874158, "lr": 0.001, "mask_rcnn/accuracy": 0.9112488804299149, "mask_rcnn/false_negative": 0.0688447005128204, "mask_rcnn/false_positive": 0.10200880089226377, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.25, "time": 0.7252606237307191, "total_loss": 1.3862391399143235} {"data_time": 0.010505708865821362, "eta_seconds": 31838.146637305617, "iteration": 224659, "loss_fcos_cls": 0.1921192443696782, "loss_fcos_ctr": 0.6131628071889281, "loss_fcos_loc": 0.16454895632341504, "loss_mask": 0.24955539824441075, "loss_maskiou": 0.004280148084944813, "loss_sem_seg": 0.18830577936023474, "lr": 0.001, "mask_rcnn/accuracy": 0.888078408446712, "mask_rcnn/false_negative": 0.10008694563503649, "mask_rcnn/false_positive": 0.1109104588670265, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.25, "time": 0.6729246508330107, "total_loss": 1.421728770561458} {"data_time": 0.011139091104269028, "eta_seconds": 31824.10277120769, "iteration": 224679, "loss_fcos_cls": 0.19624970119912177, "loss_fcos_ctr": 0.6153611363843083, "loss_fcos_loc": 0.16239933029282838, "loss_mask": 0.24411482084542513, "loss_maskiou": 0.004256213283952093, "loss_sem_seg": 0.19553990790154785, "lr": 0.001, "mask_rcnn/accuracy": 0.9017019456592161, "mask_rcnn/false_negative": 0.08927979187881278, "mask_rcnn/false_positive": 0.10120142478817161, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.5, "time": 0.7086963197216392, "total_loss": 1.4355817229297827} {"data_time": 0.010230300948023796, "eta_seconds": 31812.828246466815, "iteration": 224699, "loss_fcos_cls": 0.19206694897729903, "loss_fcos_ctr": 0.6132581075653434, "loss_fcos_loc": 0.15893165196757764, "loss_mask": 0.23937661945819855, "loss_maskiou": 0.004515454005741049, "loss_sem_seg": 0.20384605647996068, "lr": 0.001, "mask_rcnn/accuracy": 0.8965169259554416, "mask_rcnn/false_negative": 0.07730613687048518, "mask_rcnn/false_positive": 0.1157399083930991, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.5, "time": 0.7076377384364605, "total_loss": 1.3902873022416316} {"data_time": 0.011259550228714943, "eta_seconds": 31756.194360831752, "iteration": 224719, "loss_fcos_cls": 0.19447129755280912, "loss_fcos_ctr": 0.6159165166318417, "loss_fcos_loc": 0.16354834014782682, "loss_mask": 0.23822855949401855, "loss_maskiou": 0.004027357585073332, "loss_sem_seg": 0.18125771963968873, "lr": 0.001, "mask_rcnn/accuracy": 0.898356340688985, "mask_rcnn/false_negative": 0.10082592984634425, "mask_rcnn/false_positive": 0.10291979958832481, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 24.25, "time": 0.6823552558198571, "total_loss": 1.3914157643375802} {"data_time": 0.00987018458545208, "eta_seconds": 31771.083706629463, "iteration": 224739, "loss_fcos_cls": 0.18482270860113204, "loss_fcos_ctr": 0.6127334199845791, "loss_fcos_loc": 0.15791445749346167, "loss_mask": 0.24925988167524338, "loss_maskiou": 0.004948841014993377, "loss_sem_seg": 0.19319162890315056, "lr": 0.001, "mask_rcnn/accuracy": 0.8883735985683472, "mask_rcnn/false_negative": 0.09439453854398533, "mask_rcnn/false_positive": 0.12462342816398315, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 21.75, "time": 0.7062584031373262, "total_loss": 1.4040382084203884} {"data_time": 0.010502343997359276, "eta_seconds": 31718.57528847456, "iteration": 224759, "loss_fcos_cls": 0.179327993420884, "loss_fcos_ctr": 0.6139047564938664, "loss_fcos_loc": 0.15953063080087304, "loss_mask": 0.23821418965235353, "loss_maskiou": 0.00465531677036779, "loss_sem_seg": 0.17732193577103317, "lr": 0.001, "mask_rcnn/accuracy": 0.890599484157058, "mask_rcnn/false_negative": 0.08728367143776408, "mask_rcnn/false_positive": 0.11500649035210425, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 26.25, "time": 0.7025123191997409, "total_loss": 1.3719575585564598} {"data_time": 0.009077569469809532, "eta_seconds": 31700.27204717882, "iteration": 224779, "loss_fcos_cls": 0.18176890048198402, "loss_fcos_ctr": 0.6136525543406606, "loss_fcos_loc": 0.16258417523931712, "loss_mask": 0.2320141843520105, "loss_maskiou": 0.004253139624779578, "loss_sem_seg": 0.18600225553382188, "lr": 0.001, "mask_rcnn/accuracy": 0.9011668110640483, "mask_rcnn/false_negative": 0.07610426477891877, "mask_rcnn/false_positive": 0.12602940013896102, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 25.0, "time": 0.6881177751347423, "total_loss": 1.3923494385780941} {"data_time": 0.010757779702544212, "eta_seconds": 31672.372479784302, "iteration": 224799, "loss_fcos_cls": 0.18571886676363647, "loss_fcos_ctr": 0.6139829778112471, "loss_fcos_loc": 0.1617302582017146, "loss_mask": 0.22974722273647785, "loss_maskiou": 0.004046934296638938, "loss_sem_seg": 0.18826787266880274, "lr": 0.001, "mask_rcnn/accuracy": 0.8854393450330039, "mask_rcnn/false_negative": 0.0971658672117807, "mask_rcnn/false_positive": 0.1300583147862444, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 32.5, "time": 0.6915003601461649, "total_loss": 1.392058529323549} {"data_time": 0.010489348322153091, "eta_seconds": 31680.828205320984, "iteration": 224819, "loss_fcos_cls": 0.17839024393470027, "loss_fcos_ctr": 0.6148760691285133, "loss_fcos_loc": 0.16329117061104625, "loss_mask": 0.24797900905832648, "loss_maskiou": 0.004233619882143103, "loss_sem_seg": 0.1798144937492907, "lr": 0.001, "mask_rcnn/accuracy": 0.8987762306463021, "mask_rcnn/false_negative": 0.0919922962376993, "mask_rcnn/false_positive": 0.11932877455023125, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.75, "time": 0.7180684618651867, "total_loss": 1.3916985871255747} {"data_time": 0.010266595520079136, "eta_seconds": 31666.80424471572, "iteration": 224839, "loss_fcos_cls": 0.18607872736174613, "loss_fcos_ctr": 0.6132556088268757, "loss_fcos_loc": 0.15292586031137034, "loss_mask": 0.23488115053623915, "loss_maskiou": 0.004084039064764511, "loss_sem_seg": 0.20443990919739008, "lr": 0.001, "mask_rcnn/accuracy": 0.9090372989269805, "mask_rcnn/false_negative": 0.09313257709498085, "mask_rcnn/false_positive": 0.09010600145550342, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 26.0, "time": 0.7068876549601555, "total_loss": 1.4105886123797973} {"data_time": 0.010343295522034168, "eta_seconds": 31671.155785395764, "iteration": 224859, "loss_fcos_cls": 0.19347044848836958, "loss_fcos_ctr": 0.6147986575961113, "loss_fcos_loc": 0.15941397671122104, "loss_mask": 0.2417908487841487, "loss_maskiou": 0.00410809783716104, "loss_sem_seg": 0.19265930564142764, "lr": 0.001, "mask_rcnn/accuracy": 0.8934164854466377, "mask_rcnn/false_negative": 0.10201935100066448, "mask_rcnn/false_positive": 0.11651165634154922, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.75, "time": 0.7070101276040077, "total_loss": 1.407074641843792} {"data_time": 0.010028802789747715, "eta_seconds": 31685.905322557315, "iteration": 224879, "loss_fcos_cls": 0.19654172915033996, "loss_fcos_ctr": 0.6158904852345586, "loss_fcos_loc": 0.16334252047818154, "loss_mask": 0.22642010357230902, "loss_maskiou": 0.00420236883655889, "loss_sem_seg": 0.17431779368780553, "lr": 0.001, "mask_rcnn/accuracy": 0.8913065569634447, "mask_rcnn/false_negative": 0.09724498664571654, "mask_rcnn/false_positive": 0.13152129682662328, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.75, "time": 0.7129662884399295, "total_loss": 1.412943825678667} {"data_time": 0.010461523197591305, "eta_seconds": 31671.860463036224, "iteration": 224899, "loss_fcos_cls": 0.18315339041873813, "loss_fcos_ctr": 0.6164889505598694, "loss_fcos_loc": 0.16465514595620334, "loss_mask": 0.2493991432711482, "loss_maskiou": 0.005105391581309959, "loss_sem_seg": 0.17960909544490278, "lr": 0.001, "mask_rcnn/accuracy": 0.8909978862234549, "mask_rcnn/false_negative": 0.0906573584971296, "mask_rcnn/false_positive": 0.1308366981171571, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 28.0, "time": 0.7130321264266968, "total_loss": 1.4037484388973098} {"data_time": 0.010253049433231354, "eta_seconds": 31676.710049922578, "iteration": 224919, "loss_fcos_cls": 0.1919264413882047, "loss_fcos_ctr": 0.6138400919735432, "loss_fcos_loc": 0.167218238231726, "loss_mask": 0.23290611198171973, "loss_maskiou": 0.004158173520409036, "loss_sem_seg": 0.18290244438685477, "lr": 0.001, "mask_rcnn/accuracy": 0.8836337950878026, "mask_rcnn/false_negative": 0.09264672839619376, "mask_rcnn/false_positive": 0.13273174778345362, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 30.0, "time": 0.7135126683861017, "total_loss": 1.406787693478691} {"data_time": 0.009942203760147095, "eta_seconds": 31690.91919842828, "iteration": 224939, "loss_fcos_cls": 0.1891375097911805, "loss_fcos_ctr": 0.6131793120875955, "loss_fcos_loc": 0.15014836576301605, "loss_mask": 0.2271538539789617, "loss_maskiou": 0.004021985860163113, "loss_sem_seg": 0.19425513641908765, "lr": 0.001, "mask_rcnn/accuracy": 0.8852823854046946, "mask_rcnn/false_negative": 0.09781578497622373, "mask_rcnn/false_positive": 0.12862650988521143, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.7068832516670227, "total_loss": 1.3958635818053153} {"data_time": 0.009422863833606243, "eta_seconds": 31646.278614716604, "iteration": 224959, "loss_fcos_cls": 0.18339361928519793, "loss_fcos_ctr": 0.6137217516079545, "loss_fcos_loc": 0.15593820111826062, "loss_mask": 0.24857662245631218, "loss_maskiou": 0.004397513701405842, "loss_sem_seg": 0.17278319131582975, "lr": 0.001, "mask_rcnn/accuracy": 0.9044732608233166, "mask_rcnn/false_negative": 0.07670666291631595, "mask_rcnn/false_positive": 0.09334416318522376, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.25, "time": 0.6764954682439566, "total_loss": 1.3763402484000835} {"data_time": 0.010684593580663204, "eta_seconds": 31634.55032402929, "iteration": 224979, "loss_fcos_cls": 0.19014566345140338, "loss_fcos_ctr": 0.6152424137108028, "loss_fcos_loc": 0.1564195693936199, "loss_mask": 0.23649699287489057, "loss_maskiou": 0.003912255480827298, "loss_sem_seg": 0.19212232204154134, "lr": 0.001, "mask_rcnn/accuracy": 0.8894268255474947, "mask_rcnn/false_negative": 0.09031248174756148, "mask_rcnn/false_positive": 0.13746982582261086, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 24.0, "time": 0.7148283133283257, "total_loss": 1.3941803488851292} {"data_time": 0.009566080756485462, "eta_seconds": 31607.75106731616, "iteration": 224999, "loss_fcos_cls": 0.18690037296619266, "loss_fcos_ctr": 0.6153684626333416, "loss_fcos_loc": 0.15928220457863063, "loss_mask": 0.2349177128635347, "loss_maskiou": 0.003881042961438652, "loss_sem_seg": 0.1864576383959502, "lr": 0.001, "mask_rcnn/accuracy": 0.9087961840449021, "mask_rcnn/false_negative": 0.07585525710217583, "mask_rcnn/false_positive": 0.10001572924583817, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 21.75, "time": 0.6962943319231272, "total_loss": 1.3711232866444334} {"data_time": 0.011221202090382576, "eta_seconds": 31604.121985936537, "iteration": 225019, "loss_fcos_cls": 0.19448387855663896, "loss_fcos_ctr": 0.6140304757282138, "loss_fcos_loc": 0.16126444551628083, "loss_mask": 0.2378972265869379, "loss_maskiou": 0.004164130015851697, "loss_sem_seg": 0.18384954100474715, "lr": 0.001, "mask_rcnn/accuracy": 0.8820513084265964, "mask_rcnn/false_negative": 0.07842249129857506, "mask_rcnn/false_positive": 0.1354900892130675, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 30.5, "time": 0.7161896573379636, "total_loss": 1.390765638119774} {"data_time": 0.009211571887135506, "eta_seconds": 31591.84335735999, "iteration": 225039, "loss_fcos_cls": 0.19230202276958153, "loss_fcos_ctr": 0.615121515467763, "loss_fcos_loc": 0.15984747640322894, "loss_mask": 0.23934131488204002, "loss_maskiou": 0.004262387847120408, "loss_sem_seg": 0.1748757550958544, "lr": 0.001, "mask_rcnn/accuracy": 0.8781352809800198, "mask_rcnn/false_negative": 0.09241326766302091, "mask_rcnn/false_positive": 0.13805409964724305, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 40.25, "time": 0.7115423614159226, "total_loss": 1.3773447909843526} {"data_time": 0.010283351875841618, "eta_seconds": 31533.952721575275, "iteration": 225059, "loss_fcos_cls": 0.18793381156865507, "loss_fcos_ctr": 0.6154141137376428, "loss_fcos_loc": 0.16750531364232302, "loss_mask": 0.24288630671799183, "loss_maskiou": 0.004265304989530705, "loss_sem_seg": 0.1923653413541615, "lr": 0.001, "mask_rcnn/accuracy": 0.8920580732292918, "mask_rcnn/false_negative": 0.09356882808063882, "mask_rcnn/false_positive": 0.12738644153196277, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 29.0, "time": 0.6888328706845641, "total_loss": 1.409699540163274} {"data_time": 0.00969992857426405, "eta_seconds": 31519.919232012704, "iteration": 225079, "loss_fcos_cls": 0.19475898460950702, "loss_fcos_ctr": 0.6085311956703663, "loss_fcos_loc": 0.15365339332493022, "loss_mask": 0.23825252428650856, "loss_maskiou": 0.004548234581307042, "loss_sem_seg": 0.15861994307488203, "lr": 0.001, "mask_rcnn/accuracy": 0.8869809166044467, "mask_rcnn/false_negative": 0.1033351419849464, "mask_rcnn/false_positive": 0.1120574505809076, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 21.75, "time": 0.6875606002286077, "total_loss": 1.3699447189865168} {"data_time": 0.009277201257646084, "eta_seconds": 31537.513181341812, "iteration": 225099, "loss_fcos_cls": 0.18434469116618857, "loss_fcos_ctr": 0.6127460589632392, "loss_fcos_loc": 0.1605622748611495, "loss_mask": 0.24299725331366062, "loss_maskiou": 0.00432621701475, "loss_sem_seg": 0.17431562254205346, "lr": 0.001, "mask_rcnn/accuracy": 0.8792601307764485, "mask_rcnn/false_negative": 0.10880571559858818, "mask_rcnn/false_positive": 0.1256780336745837, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.75, "time": 0.7070304816588759, "total_loss": 1.3766775682815933} {"data_time": 0.01149083860218525, "eta_seconds": 31488.73845958989, "iteration": 225119, "loss_fcos_cls": 0.18182598007842898, "loss_fcos_ctr": 0.6122216768562794, "loss_fcos_loc": 0.1536517369095236, "loss_mask": 0.23284082440659404, "loss_maskiou": 0.0036899260712743853, "loss_sem_seg": 0.1690930009353906, "lr": 0.001, "mask_rcnn/accuracy": 0.8999625445416262, "mask_rcnn/false_negative": 0.08859007599448654, "mask_rcnn/false_positive": 0.10841434939061292, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 32.75, "time": 0.703782957047224, "total_loss": 1.3800416390804457} {"data_time": 0.010611750185489655, "eta_seconds": 31461.642526032403, "iteration": 225139, "loss_fcos_cls": 0.18639978324063122, "loss_fcos_ctr": 0.615512385033071, "loss_fcos_loc": 0.16065738862380385, "loss_mask": 0.24917301535606384, "loss_maskiou": 0.004132161397137679, "loss_sem_seg": 0.16915255947969854, "lr": 0.001, "mask_rcnn/accuracy": 0.9006655194405349, "mask_rcnn/false_negative": 0.07093298664192915, "mask_rcnn/false_positive": 0.1300236033783459, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.0, "time": 0.6998690962791443, "total_loss": 1.3963116065351642} {"data_time": 0.009844194166362286, "eta_seconds": 31460.674255619757, "iteration": 225159, "loss_fcos_cls": 0.18407510337419808, "loss_fcos_ctr": 0.6144504891708493, "loss_fcos_loc": 0.15886105096433312, "loss_mask": 0.24579032976180315, "loss_maskiou": 0.003784282684136997, "loss_sem_seg": 0.1998911085538566, "lr": 0.001, "mask_rcnn/accuracy": 0.8934007891694227, "mask_rcnn/false_negative": 0.09897372781094024, "mask_rcnn/false_positive": 0.128384498047791, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.25, "time": 0.7157979495823383, "total_loss": 1.4001129533698986} {"data_time": 0.010870840400457382, "eta_seconds": 31491.704309189692, "iteration": 225179, "loss_fcos_cls": 0.19340827187988907, "loss_fcos_ctr": 0.6152435545809567, "loss_fcos_loc": 0.16134222684195265, "loss_mask": 0.24914884055033326, "loss_maskiou": 0.0042973337331204675, "loss_sem_seg": 0.18194597621914, "lr": 0.001, "mask_rcnn/accuracy": 0.8931604906573019, "mask_rcnn/false_negative": 0.09334131913573601, "mask_rcnn/false_positive": 0.13744917185161556, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 26.5, "time": 0.7229734044522047, "total_loss": 1.3988087363795785} {"data_time": 0.0098844850435853, "eta_seconds": 31480.694835617207, "iteration": 225199, "loss_fcos_cls": 0.1935406547272578, "loss_fcos_ctr": 0.6155799804255366, "loss_fcos_loc": 0.16663142101606354, "loss_mask": 0.2471982454881072, "loss_maskiou": 0.004330832322011702, "loss_sem_seg": 0.1838982051704079, "lr": 0.001, "mask_rcnn/accuracy": 0.8940439812288552, "mask_rcnn/false_negative": 0.08648357467183024, "mask_rcnn/false_positive": 0.12432459560171527, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.25, "time": 0.7193758161738515, "total_loss": 1.4189498131008804} {"data_time": 0.010186842642724514, "eta_seconds": 31466.641267689876, "iteration": 225219, "loss_fcos_cls": 0.19014141417574137, "loss_fcos_ctr": 0.6137831015512347, "loss_fcos_loc": 0.16020616656169295, "loss_mask": 0.24965248815715313, "loss_maskiou": 0.004371756953332806, "loss_sem_seg": 0.18155405821744353, "lr": 0.001, "mask_rcnn/accuracy": 0.8951093549307836, "mask_rcnn/false_negative": 0.10277813014702822, "mask_rcnn/false_positive": 0.12229355250374141, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 25.0, "time": 0.7179334983229637, "total_loss": 1.404731234877545} {"data_time": 0.010755444876849651, "eta_seconds": 31452.587699762546, "iteration": 225239, "loss_fcos_cls": 0.1902238989714533, "loss_fcos_ctr": 0.6131256427615881, "loss_fcos_loc": 0.15783348857075907, "loss_mask": 0.24165665823966265, "loss_maskiou": 0.0040977867392939515, "loss_sem_seg": 0.17055621847976, "lr": 0.001, "mask_rcnn/accuracy": 0.8902001068796461, "mask_rcnn/false_negative": 0.07707165556303636, "mask_rcnn/false_positive": 0.13040361798380096, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 32.25, "time": 0.6950694695115089, "total_loss": 1.374604584165354} {"data_time": 0.010310458019375801, "eta_seconds": 31437.804936527275, "iteration": 225259, "loss_fcos_cls": 0.1917815082706511, "loss_fcos_ctr": 0.6133848102763295, "loss_fcos_loc": 0.15691112005151808, "loss_mask": 0.24073641654103994, "loss_maskiou": 0.004325193229306024, "loss_sem_seg": 0.1896214298903942, "lr": 0.001, "mask_rcnn/accuracy": 0.8899815462315462, "mask_rcnn/false_negative": 0.10556971442457463, "mask_rcnn/false_positive": 0.1264413101181014, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.5, "time": 0.7200709320604801, "total_loss": 1.4195974555623252} {"data_time": 0.009673289954662323, "eta_seconds": 31411.084986587986, "iteration": 225279, "loss_fcos_cls": 0.18616181914694607, "loss_fcos_ctr": 0.6129026357084513, "loss_fcos_loc": 0.15827393962536007, "loss_mask": 0.22725333599373698, "loss_maskiou": 0.004146202652918873, "loss_sem_seg": 0.1811514522996731, "lr": 0.001, "mask_rcnn/accuracy": 0.9223956877271456, "mask_rcnn/false_negative": 0.07171249062649168, "mask_rcnn/false_positive": 0.08909677190035498, "roi_head/num_bg_samples": 39.5, "roi_head/num_fg_samples": 24.75, "time": 0.6772915041074157, "total_loss": 1.38224859454931} {"data_time": 0.010296616703271866, "eta_seconds": 31393.724160615355, "iteration": 225299, "loss_fcos_cls": 0.19416052126325667, "loss_fcos_ctr": 0.6142589985392988, "loss_fcos_loc": 0.1622507168794982, "loss_mask": 0.23897905508056283, "loss_maskiou": 0.003889991476171417, "loss_sem_seg": 0.1779558965936303, "lr": 0.001, "mask_rcnn/accuracy": 0.9119333711569043, "mask_rcnn/false_negative": 0.06947268745507557, "mask_rcnn/false_positive": 0.10623812805638214, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 31.0, "time": 0.7053821021690965, "total_loss": 1.3874034126938568} {"data_time": 0.010220792144536972, "eta_seconds": 31367.329038054682, "iteration": 225319, "loss_fcos_cls": 0.1949018526938744, "loss_fcos_ctr": 0.6190230948850513, "loss_fcos_loc": 0.16750105726532638, "loss_mask": 0.24623924121260643, "loss_maskiou": 0.00417053447017679, "loss_sem_seg": 0.19475033739581704, "lr": 0.001, "mask_rcnn/accuracy": 0.8984473723700006, "mask_rcnn/false_negative": 0.07440570022087212, "mask_rcnn/false_positive": 0.1391067901610223, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.75, "time": 0.7081010499969125, "total_loss": 1.4315828768230858} {"data_time": 0.009591532871127129, "eta_seconds": 31359.35717233736, "iteration": 225339, "loss_fcos_cls": 0.1932655245764181, "loss_fcos_ctr": 0.6140485713258386, "loss_fcos_loc": 0.16173743025865406, "loss_mask": 0.2399347242899239, "loss_maskiou": 0.004229518279316835, "loss_sem_seg": 0.17553146975114942, "lr": 0.001, "mask_rcnn/accuracy": 0.8879468915515389, "mask_rcnn/false_negative": 0.08254353067670867, "mask_rcnn/false_positive": 0.11584196570035546, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.0, "time": 0.7184132961556315, "total_loss": 1.3791151641125907} {"data_time": 0.010618992149829865, "eta_seconds": 31320.353235769086, "iteration": 225359, "loss_fcos_cls": 0.19068051292560995, "loss_fcos_ctr": 0.6159205893054605, "loss_fcos_loc": 0.15433600125834346, "loss_mask": 0.23920101951807737, "loss_maskiou": 0.004621993593900697, "loss_sem_seg": 0.2038909096736461, "lr": 0.001, "mask_rcnn/accuracy": 0.9082423941798943, "mask_rcnn/false_negative": 0.08354942909020414, "mask_rcnn/false_positive": 0.11232265858356111, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 27.5, "time": 0.6946547785773873, "total_loss": 1.3999749827635242} {"data_time": 0.009589752182364464, "eta_seconds": 31314.34291825816, "iteration": 225379, "loss_fcos_cls": 0.18927459593396634, "loss_fcos_ctr": 0.6175575600937009, "loss_fcos_loc": 0.16238862776663154, "loss_mask": 0.25221529975533485, "loss_maskiou": 0.004477684877201682, "loss_sem_seg": 0.18453103094361722, "lr": 0.001, "mask_rcnn/accuracy": 0.9230055658627088, "mask_rcnn/false_negative": 0.08296380119900709, "mask_rcnn/false_positive": 0.0820515032916826, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 27.0, "time": 0.7190740881487727, "total_loss": 1.399416244821623} {"data_time": 0.010135487653315067, "eta_seconds": 31315.337051829323, "iteration": 225399, "loss_fcos_cls": 0.18723270879127085, "loss_fcos_ctr": 0.6155056436546147, "loss_fcos_loc": 0.16266235196962953, "loss_mask": 0.24338316777721047, "loss_maskiou": 0.004164334971392236, "loss_sem_seg": 0.18981605232693255, "lr": 0.001, "mask_rcnn/accuracy": 0.8847896527031865, "mask_rcnn/false_negative": 0.1019565487350218, "mask_rcnn/false_positive": 0.13412392768314957, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.25, "time": 0.7070766938850284, "total_loss": 1.4214014980971115} {"data_time": 0.010461303405463696, "eta_seconds": 31357.58792350162, "iteration": 225419, "loss_fcos_cls": 0.18251536856405437, "loss_fcos_ctr": 0.6147027048282325, "loss_fcos_loc": 0.15684783208416775, "loss_mask": 0.23237694334238768, "loss_maskiou": 0.004260351321136113, "loss_sem_seg": 0.1754312120610848, "lr": 0.001, "mask_rcnn/accuracy": 0.8847099158952587, "mask_rcnn/false_negative": 0.09752822242066786, "mask_rcnn/false_positive": 0.1296695957892754, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.0, "time": 0.734666789881885, "total_loss": 1.368318274653575} {"data_time": 0.009231073781847954, "eta_seconds": 31367.98450057581, "iteration": 225439, "loss_fcos_cls": 0.18553266522940248, "loss_fcos_ctr": 0.6135163870640099, "loss_fcos_loc": 0.156918425578624, "loss_mask": 0.2410419569350779, "loss_maskiou": 0.004568209515127819, "loss_sem_seg": 0.17146111838519573, "lr": 0.001, "mask_rcnn/accuracy": 0.9018695443900362, "mask_rcnn/false_negative": 0.07969300499706039, "mask_rcnn/false_positive": 0.11277569574776516, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 30.0, "time": 0.7127205636352301, "total_loss": 1.3776572508577374} {"data_time": 0.010757126845419407, "eta_seconds": 31341.74043283146, "iteration": 225459, "loss_fcos_cls": 0.18333458108827472, "loss_fcos_ctr": 0.614846458658576, "loss_fcos_loc": 0.15645337593741715, "loss_mask": 0.22990095475688577, "loss_maskiou": 0.00408994658573647, "loss_sem_seg": 0.1852445671102032, "lr": 0.001, "mask_rcnn/accuracy": 0.8847655502163342, "mask_rcnn/false_negative": 0.09946750160233093, "mask_rcnn/false_positive": 0.13745832319511747, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.0, "time": 0.6974148685112596, "total_loss": 1.3878665267511678} {"data_time": 0.009226973168551922, "eta_seconds": 31339.827157158405, "iteration": 225479, "loss_fcos_cls": 0.18065847223624587, "loss_fcos_ctr": 0.6152968863025308, "loss_fcos_loc": 0.152278495777864, "loss_mask": 0.2412393679842353, "loss_maskiou": 0.004185652840533294, "loss_sem_seg": 0.19715742208063602, "lr": 0.001, "mask_rcnn/accuracy": 0.8788627005561025, "mask_rcnn/false_negative": 0.096727805796638, "mask_rcnn/false_positive": 0.13217815475960226, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 27.75, "time": 0.7248078975826502, "total_loss": 1.378905904624844} {"data_time": 0.009911363944411278, "eta_seconds": 31333.745629890822, "iteration": 225499, "loss_fcos_cls": 0.18336345226271078, "loss_fcos_ctr": 0.616919994354248, "loss_fcos_loc": 0.16143318312242627, "loss_mask": 0.2435471946373582, "loss_maskiou": 0.004123012324271258, "loss_sem_seg": 0.17328543006442487, "lr": 0.001, "mask_rcnn/accuracy": 0.8919701501290171, "mask_rcnn/false_negative": 0.0908788030970303, "mask_rcnn/false_positive": 0.1302197560871617, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.5, "time": 0.6945252167060971, "total_loss": 1.3808092341132578} {"data_time": 0.011120634153485298, "eta_seconds": 31336.187803354114, "iteration": 225519, "loss_fcos_cls": 0.18477018363773823, "loss_fcos_ctr": 0.6141190640628338, "loss_fcos_loc": 0.15708040934987366, "loss_mask": 0.2464645840227604, "loss_maskiou": 0.004020707347081043, "loss_sem_seg": 0.17712355754338205, "lr": 0.001, "mask_rcnn/accuracy": 0.9059934462403485, "mask_rcnn/false_negative": 0.09041859749917025, "mask_rcnn/false_positive": 0.10881982828016641, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.0, "time": 0.7079186169430614, "total_loss": 1.4034013262280496} {"data_time": 0.010454673320055008, "eta_seconds": 31322.09810761735, "iteration": 225539, "loss_fcos_cls": 0.1831069877371192, "loss_fcos_ctr": 0.6148969358764589, "loss_fcos_loc": 0.15855325001757592, "loss_mask": 0.2488565482199192, "loss_maskiou": 0.00451347580019501, "loss_sem_seg": 0.19313165731728077, "lr": 0.001, "mask_rcnn/accuracy": 0.9020601478895651, "mask_rcnn/false_negative": 0.08589857001247561, "mask_rcnn/false_positive": 0.11105553149034214, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.5, "time": 0.7076970124617219, "total_loss": 1.3994562722436967} {"data_time": 0.00948507059365511, "eta_seconds": 31326.6036611991, "iteration": 225559, "loss_fcos_cls": 0.18831235205288976, "loss_fcos_ctr": 0.6115387640893459, "loss_fcos_loc": 0.15564071934204549, "loss_mask": 0.24248668504878879, "loss_maskiou": 0.0039867719751782715, "loss_sem_seg": 0.18153975356835872, "lr": 0.001, "mask_rcnn/accuracy": 0.9042115838270792, "mask_rcnn/false_negative": 0.0723716149558149, "mask_rcnn/false_positive": 0.13227923213962747, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 24.5, "time": 0.717104721814394, "total_loss": 1.389950092168874} {"data_time": 0.009660966694355011, "eta_seconds": 31317.690120452084, "iteration": 225579, "loss_fcos_cls": 0.18692110443953425, "loss_fcos_ctr": 0.6131571177393198, "loss_fcos_loc": 0.16310441796667874, "loss_mask": 0.2433891138061881, "loss_maskiou": 0.004166860688201268, "loss_sem_seg": 0.17580605437979102, "lr": 0.001, "mask_rcnn/accuracy": 0.9048331006931074, "mask_rcnn/false_negative": 0.07252630866263428, "mask_rcnn/false_positive": 0.09431324491526763, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 31.75, "time": 0.7044452950358391, "total_loss": 1.3848267278990534} {"data_time": 0.010436628013849258, "eta_seconds": 31298.407532704063, "iteration": 225599, "loss_fcos_cls": 0.18515345407649875, "loss_fcos_ctr": 0.6137627866119146, "loss_fcos_loc": 0.1623557882849127, "loss_mask": 0.23403898160904646, "loss_maskiou": 0.004215326320263557, "loss_sem_seg": 0.17611696291714907, "lr": 0.001, "mask_rcnn/accuracy": 0.8907323328267478, "mask_rcnn/false_negative": 0.08301139480850914, "mask_rcnn/false_positive": 0.1223539777133057, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.0, "time": 0.6964408224448562, "total_loss": 1.3762336089203018} {"data_time": 0.010916885919868946, "eta_seconds": 31275.272208727896, "iteration": 225619, "loss_fcos_cls": 0.19213361339643598, "loss_fcos_ctr": 0.6137457094155252, "loss_fcos_loc": 0.16403012489899993, "loss_mask": 0.2471118913963437, "loss_maskiou": 0.004818436253117397, "loss_sem_seg": 0.16253821039572358, "lr": 0.001, "mask_rcnn/accuracy": 0.8969394249164175, "mask_rcnn/false_negative": 0.0919752717065108, "mask_rcnn/false_positive": 0.12106085923590834, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.25, "time": 0.708789573982358, "total_loss": 1.3970825476203572} {"data_time": 0.010717226192355156, "eta_seconds": 31242.096830567345, "iteration": 225639, "loss_fcos_cls": 0.1873180422699079, "loss_fcos_ctr": 0.6108875889331102, "loss_fcos_loc": 0.1555658377474174, "loss_mask": 0.23476339131593704, "loss_maskiou": 0.0042849263627431355, "loss_sem_seg": 0.2046369998715818, "lr": 0.001, "mask_rcnn/accuracy": 0.9063855831169314, "mask_rcnn/false_negative": 0.07829996676057259, "mask_rcnn/false_positive": 0.10669627865159044, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 28.75, "time": 0.6955639887601137, "total_loss": 1.397422936228395} {"data_time": 0.009316375479102135, "eta_seconds": 31252.895160271786, "iteration": 225659, "loss_fcos_cls": 0.19965828931890428, "loss_fcos_ctr": 0.6142918290570378, "loss_fcos_loc": 0.16611896781250834, "loss_mask": 0.24053401220589876, "loss_maskiou": 0.004469077131943777, "loss_sem_seg": 0.1967157909530215, "lr": 0.001, "mask_rcnn/accuracy": 0.9173174752357083, "mask_rcnn/false_negative": 0.08232164396463526, "mask_rcnn/false_positive": 0.10753418598947, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 25.5, "time": 0.7144928583875299, "total_loss": 1.4167354470773716} {"data_time": 0.0094169732183218, "eta_seconds": 31238.798547583632, "iteration": 225679, "loss_fcos_cls": 0.18593407876323909, "loss_fcos_ctr": 0.6156330890953541, "loss_fcos_loc": 0.15717867569765076, "loss_mask": 0.2449788535013795, "loss_maskiou": 0.0043685540949809365, "loss_sem_seg": 0.16411910019814968, "lr": 0.001, "mask_rcnn/accuracy": 0.8755994897959183, "mask_rcnn/false_negative": 0.09370553181284105, "mask_rcnn/false_positive": 0.13440453733590976, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.75, "time": 0.7106549497693777, "total_loss": 1.3963778745455784} {"data_time": 0.010085110552608967, "eta_seconds": 31202.49486583192, "iteration": 225699, "loss_fcos_cls": 0.18752862140536308, "loss_fcos_ctr": 0.6159058972261846, "loss_fcos_loc": 0.1650540130212903, "loss_mask": 0.24523774534463882, "loss_maskiou": 0.004239280453475658, "loss_sem_seg": 0.19016839377582073, "lr": 0.001, "mask_rcnn/accuracy": 0.8827399830588606, "mask_rcnn/false_negative": 0.1142309915028861, "mask_rcnn/false_positive": 0.14095951772975562, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 29.75, "time": 0.6969085298478603, "total_loss": 1.4139142016210826} {"data_time": 0.010945099405944347, "eta_seconds": 31185.75527500175, "iteration": 225719, "loss_fcos_cls": 0.18439853400923312, "loss_fcos_ctr": 0.6109267305582762, "loss_fcos_loc": 0.15759422309929505, "loss_mask": 0.22855217475444078, "loss_maskiou": 0.003846183346468024, "loss_sem_seg": 0.1671574362553656, "lr": 0.001, "mask_rcnn/accuracy": 0.8960299744897959, "mask_rcnn/false_negative": 0.09373762109603402, "mask_rcnn/false_positive": 0.1265894198580215, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 28.25, "time": 0.6742762802168727, "total_loss": 1.3571975144695898} {"data_time": 0.010297097265720367, "eta_seconds": 31156.804424945265, "iteration": 225739, "loss_fcos_cls": 0.17686197173316032, "loss_fcos_ctr": 0.6118873488157988, "loss_fcos_loc": 0.15566824818961322, "loss_mask": 0.23608639044687152, "loss_maskiou": 0.0036233990322216414, "loss_sem_seg": 0.16963813826441765, "lr": 0.001, "mask_rcnn/accuracy": 0.9147234582502439, "mask_rcnn/false_negative": 0.0988065712098076, "mask_rcnn/false_positive": 0.07627870194387562, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 23.75, "time": 0.6927798977121711, "total_loss": 1.363843668026675} {"data_time": 0.00977269932627678, "eta_seconds": 31142.725753236562, "iteration": 225759, "loss_fcos_cls": 0.18978417507605627, "loss_fcos_ctr": 0.6126344949007034, "loss_fcos_loc": 0.16377075912896544, "loss_mask": 0.2349855648353696, "loss_maskiou": 0.0041699277971929405, "loss_sem_seg": 0.17940858844667673, "lr": 0.001, "mask_rcnn/accuracy": 0.8956193794707132, "mask_rcnn/false_negative": 0.0698330421760089, "mask_rcnn/false_positive": 0.12103114598013019, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.0, "time": 0.7032878594473004, "total_loss": 1.374303749485989} {"data_time": 0.010362106375396252, "eta_seconds": 31124.97198471427, "iteration": 225779, "loss_fcos_cls": 0.18355224962579086, "loss_fcos_ctr": 0.6113440860062838, "loss_fcos_loc": 0.15459330310113728, "loss_mask": 0.23572265775874257, "loss_maskiou": 0.003968523247749545, "loss_sem_seg": 0.17240519868209958, "lr": 0.001, "mask_rcnn/accuracy": 0.9056672237860661, "mask_rcnn/false_negative": 0.05919918954400168, "mask_rcnn/false_positive": 0.1340593891451331, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 23.75, "time": 0.6716507757082582, "total_loss": 1.3745785643768613} {"data_time": 0.010052367113530636, "eta_seconds": 31129.413719436154, "iteration": 225799, "loss_fcos_cls": 0.18964303727261722, "loss_fcos_ctr": 0.6129097817465663, "loss_fcos_loc": 0.15600818680832162, "loss_mask": 0.24192026630043983, "loss_maskiou": 0.004702190439275, "loss_sem_seg": 0.19939915416762233, "lr": 0.001, "mask_rcnn/accuracy": 0.911677627861776, "mask_rcnn/false_negative": 0.08141281301817535, "mask_rcnn/false_positive": 0.10333388870362442, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.0, "time": 0.7132725911214948, "total_loss": 1.3874646593576472} {"data_time": 0.010233993642032146, "eta_seconds": 31114.315791008994, "iteration": 225819, "loss_fcos_cls": 0.18614319327753037, "loss_fcos_ctr": 0.6150953536853194, "loss_fcos_loc": 0.16245587193407118, "loss_mask": 0.24303731275722384, "loss_maskiou": 0.004523412659182213, "loss_sem_seg": 0.17169761238619685, "lr": 0.001, "mask_rcnn/accuracy": 0.8848398855666297, "mask_rcnn/false_negative": 0.09463271921572328, "mask_rcnn/false_positive": 0.13859252064548647, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 23.25, "time": 0.7109937127679586, "total_loss": 1.39359544099716} {"data_time": 0.010464681312441826, "eta_seconds": 31105.65015047416, "iteration": 225839, "loss_fcos_cls": 0.194208103697747, "loss_fcos_ctr": 0.6138382740318775, "loss_fcos_loc": 0.16486196219921112, "loss_mask": 0.24899263493716717, "loss_maskiou": 0.004398047618451528, "loss_sem_seg": 0.1826039789011702, "lr": 0.001, "mask_rcnn/accuracy": 0.8929999828657891, "mask_rcnn/false_negative": 0.09601353562771733, "mask_rcnn/false_positive": 0.1440746274300179, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.25, "time": 0.7183694140985608, "total_loss": 1.4230008180529694} {"data_time": 0.009622658602893353, "eta_seconds": 31089.80216863472, "iteration": 225859, "loss_fcos_cls": 0.18648563302122056, "loss_fcos_ctr": 0.6122602438554168, "loss_fcos_loc": 0.15671716292854398, "loss_mask": 0.23501731688156724, "loss_maskiou": 0.003901849930116441, "loss_sem_seg": 0.19265370932407677, "lr": 0.001, "mask_rcnn/accuracy": 0.8813139897616381, "mask_rcnn/false_negative": 0.09628394948753778, "mask_rcnn/false_positive": 0.1447974409053549, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.25, "time": 0.7006773231551051, "total_loss": 1.377897640781157} {"data_time": 0.010702922008931637, "eta_seconds": 31073.741945268586, "iteration": 225879, "loss_fcos_cls": 0.18988408823497593, "loss_fcos_ctr": 0.6157617247663438, "loss_fcos_loc": 0.15810343076009303, "loss_mask": 0.24081770237535238, "loss_maskiou": 0.004361965118732769, "loss_sem_seg": 0.17207460571080446, "lr": 0.001, "mask_rcnn/accuracy": 0.9075831603827973, "mask_rcnn/false_negative": 0.07802142324383038, "mask_rcnn/false_positive": 0.11284305504842818, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 30.0, "time": 0.7030246471986175, "total_loss": 1.4074770872393856} {"data_time": 0.010916817001998425, "eta_seconds": 31052.10031288769, "iteration": 225899, "loss_fcos_cls": 0.18555940402438864, "loss_fcos_ctr": 0.6124949138611555, "loss_fcos_loc": 0.15783897641813383, "loss_mask": 0.24076873692683876, "loss_maskiou": 0.004689464209150174, "loss_sem_seg": 0.17168152891099453, "lr": 0.001, "mask_rcnn/accuracy": 0.8969796246253221, "mask_rcnn/false_negative": 0.08744946598821314, "mask_rcnn/false_positive": 0.12351076961704142, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 27.0, "time": 0.7036373298615217, "total_loss": 1.3797154471394606} {"data_time": 0.009408639743924141, "eta_seconds": 31049.30061101541, "iteration": 225919, "loss_fcos_cls": 0.1967306963633746, "loss_fcos_ctr": 0.6092225392349064, "loss_fcos_loc": 0.15137171008245787, "loss_mask": 0.2415587236173451, "loss_maskiou": 0.004142404777667252, "loss_sem_seg": 0.1935769566334784, "lr": 0.001, "mask_rcnn/accuracy": 0.8800939997748508, "mask_rcnn/false_negative": 0.10041639191529589, "mask_rcnn/false_positive": 0.11845765190636984, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 32.25, "time": 0.7404379639774561, "total_loss": 1.3815051378678618} {"data_time": 0.009365913458168507, "eta_seconds": 31035.21322615072, "iteration": 225939, "loss_fcos_cls": 0.1789654572494328, "loss_fcos_ctr": 0.6121348757296801, "loss_fcos_loc": 0.1560184465488419, "loss_mask": 0.2393127903342247, "loss_maskiou": 0.004104650870431215, "loss_sem_seg": 0.18108962289988995, "lr": 0.001, "mask_rcnn/accuracy": 0.9038038408134339, "mask_rcnn/false_negative": 0.07926621127172612, "mask_rcnn/false_positive": 0.13071754844514807, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 29.25, "time": 0.7119543375447392, "total_loss": 1.413512961473316} {"data_time": 0.01027575135231018, "eta_seconds": 31028.164948944934, "iteration": 225959, "loss_fcos_cls": 0.17275076743680984, "loss_fcos_ctr": 0.6145386444404721, "loss_fcos_loc": 0.15626960614463314, "loss_mask": 0.2293910956941545, "loss_maskiou": 0.0037523699993471382, "loss_sem_seg": 0.16992159467190504, "lr": 0.001, "mask_rcnn/accuracy": 0.895668529793993, "mask_rcnn/false_negative": 0.08929641126806541, "mask_rcnn/false_positive": 0.13740519726813372, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.75, "time": 0.6855744365602732, "total_loss": 1.3561653325614316} {"data_time": 0.01021659281104803, "eta_seconds": 31005.28264573682, "iteration": 225979, "loss_fcos_cls": 0.18291043431963772, "loss_fcos_ctr": 0.6151295145973563, "loss_fcos_loc": 0.16154185705818236, "loss_mask": 0.23604106903076172, "loss_maskiou": 0.003833729002508335, "loss_sem_seg": 0.18251910293474793, "lr": 0.001, "mask_rcnn/accuracy": 0.8949020027922181, "mask_rcnn/false_negative": 0.09708499077953017, "mask_rcnn/false_positive": 0.09979135343168698, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 27.0, "time": 0.7017679903656244, "total_loss": 1.3934977500794048} {"data_time": 0.009858465753495693, "eta_seconds": 30994.89975186903, "iteration": 225999, "loss_fcos_cls": 0.1892508362652734, "loss_fcos_ctr": 0.6147469142451882, "loss_fcos_loc": 0.1617526401532814, "loss_mask": 0.24560915678739548, "loss_maskiou": 0.0044447619875427336, "loss_sem_seg": 0.1681668742094189, "lr": 0.001, "mask_rcnn/accuracy": 0.9075664911579635, "mask_rcnn/false_negative": 0.09896322451566611, "mask_rcnn/false_positive": 0.08539456166042059, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 24.0, "time": 0.6894333735108376, "total_loss": 1.3774256853212137} {"data_time": 0.010170877911150455, "eta_seconds": 30970.12587034423, "iteration": 226019, "loss_fcos_cls": 0.18430925195571035, "loss_fcos_ctr": 0.6139247743412852, "loss_fcos_loc": 0.15371566906105727, "loss_mask": 0.23858439596369863, "loss_maskiou": 0.004440230630279984, "loss_sem_seg": 0.181263122940436, "lr": 0.001, "mask_rcnn/accuracy": 0.9114061773777835, "mask_rcnn/false_negative": 0.07925079218539974, "mask_rcnn/false_positive": 0.10543079211345355, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 22.0, "time": 0.6935905739665031, "total_loss": 1.3581570441674558} {"data_time": 0.009882155805826187, "eta_seconds": 30950.852708214894, "iteration": 226039, "loss_fcos_cls": 0.18797072500456125, "loss_fcos_ctr": 0.6142552932724357, "loss_fcos_loc": 0.15810398751636967, "loss_mask": 0.2648282079026103, "loss_maskiou": 0.00446165992616443, "loss_sem_seg": 0.18889504531398416, "lr": 0.001, "mask_rcnn/accuracy": 0.8866962291245613, "mask_rcnn/false_negative": 0.09833106641112963, "mask_rcnn/false_positive": 0.12405523735267633, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 33.0, "time": 0.7169152554124594, "total_loss": 1.3954842517541692} {"data_time": 0.009805169887840748, "eta_seconds": 30949.730371789075, "iteration": 226059, "loss_fcos_cls": 0.18148188682971522, "loss_fcos_ctr": 0.6125664999708533, "loss_fcos_loc": 0.15983552840771154, "loss_mask": 0.24931942718103528, "loss_maskiou": 0.004335855795943644, "loss_sem_seg": 0.17510559177026153, "lr": 0.001, "mask_rcnn/accuracy": 0.8855611396443278, "mask_rcnn/false_negative": 0.1039640865044579, "mask_rcnn/false_positive": 0.12921665399077265, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.0, "time": 0.7033393420279026, "total_loss": 1.388349380766158} {"data_time": 0.009748166427016258, "eta_seconds": 30943.62146006245, "iteration": 226079, "loss_fcos_cls": 0.18644637893885374, "loss_fcos_ctr": 0.6156984586268663, "loss_fcos_loc": 0.16296163259539753, "loss_mask": 0.2505214400589466, "loss_maskiou": 0.0044385070650605485, "loss_sem_seg": 0.20393532165326178, "lr": 0.001, "mask_rcnn/accuracy": 0.9041038483676499, "mask_rcnn/false_negative": 0.08861757073353153, "mask_rcnn/false_positive": 0.12176387139661357, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 24.75, "time": 0.696315017528832, "total_loss": 1.4266759800957516} {"data_time": 0.00985974632203579, "eta_seconds": 30921.556474634446, "iteration": 226099, "loss_fcos_cls": 0.20360977842938155, "loss_fcos_ctr": 0.614815223030746, "loss_fcos_loc": 0.1581635377369821, "loss_mask": 0.22959183109924197, "loss_maskiou": 0.004049180657602847, "loss_sem_seg": 0.19984987331554294, "lr": 0.001, "mask_rcnn/accuracy": 0.9035615323715693, "mask_rcnn/false_negative": 0.08335882828539576, "mask_rcnn/false_positive": 0.1362778515786347, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.5, "time": 0.6975285355001688, "total_loss": 1.3883523846743628} {"data_time": 0.01086600311100483, "eta_seconds": 30910.370128219016, "iteration": 226119, "loss_fcos_cls": 0.20029662875458598, "loss_fcos_ctr": 0.6149699683301151, "loss_fcos_loc": 0.1625661610160023, "loss_mask": 0.22414015792310238, "loss_maskiou": 0.0038571727709495462, "loss_sem_seg": 0.19548151409253478, "lr": 0.001, "mask_rcnn/accuracy": 0.9210600731106742, "mask_rcnn/false_negative": 0.0717240336843146, "mask_rcnn/false_positive": 0.09188644856088332, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.75, "time": 0.7095382642000914, "total_loss": 1.4181958671033499} {"data_time": 0.010076489299535751, "eta_seconds": 30896.28185761068, "iteration": 226139, "loss_fcos_cls": 0.18557159171905369, "loss_fcos_ctr": 0.6152828438207507, "loss_fcos_loc": 0.1585423858196009, "loss_mask": 0.23033863957971334, "loss_maskiou": 0.004215065026073717, "loss_sem_seg": 0.16743836482055485, "lr": 0.001, "mask_rcnn/accuracy": 0.8879031523323615, "mask_rcnn/false_negative": 0.09684196401474199, "mask_rcnn/false_positive": 0.13568016156692553, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 26.75, "time": 0.7059193719178438, "total_loss": 1.355528420965129} {"data_time": 0.009083838202059269, "eta_seconds": 30879.295628902502, "iteration": 226159, "loss_fcos_cls": 0.18915719533106312, "loss_fcos_ctr": 0.6145761106163263, "loss_fcos_loc": 0.16603775648400187, "loss_mask": 0.24657255690544844, "loss_maskiou": 0.004247544828103855, "loss_sem_seg": 0.1913168765604496, "lr": 0.001, "mask_rcnn/accuracy": 0.8849001223296336, "mask_rcnn/false_negative": 0.08190835406160964, "mask_rcnn/false_positive": 0.12771286189611863, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.0, "time": 0.7033462896943092, "total_loss": 1.4074324401226477} {"data_time": 0.009522443637251854, "eta_seconds": 30841.210138647817, "iteration": 226179, "loss_fcos_cls": 0.1899220634950325, "loss_fcos_ctr": 0.6168223111890256, "loss_fcos_loc": 0.1666281777434051, "loss_mask": 0.24733702465891838, "loss_maskiou": 0.004514766282227356, "loss_sem_seg": 0.1774304902064614, "lr": 0.001, "mask_rcnn/accuracy": 0.8844458616780045, "mask_rcnn/false_negative": 0.0970747717539002, "mask_rcnn/false_positive": 0.1528178803432758, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.75, "time": 0.685228063724935, "total_loss": 1.4044641066866461} {"data_time": 0.010771497152745724, "eta_seconds": 30819.89116678387, "iteration": 226199, "loss_fcos_cls": 0.1824084041872993, "loss_fcos_ctr": 0.6106214374303818, "loss_fcos_loc": 0.14859921735478565, "loss_mask": 0.22365042520686984, "loss_maskiou": 0.0036971959998481907, "loss_sem_seg": 0.18026368389837444, "lr": 0.001, "mask_rcnn/accuracy": 0.9003734050117222, "mask_rcnn/false_negative": 0.08571574037367438, "mask_rcnn/false_positive": 0.10911406068502638, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 28.0, "time": 0.7020060438662767, "total_loss": 1.360005319236734} {"data_time": 0.00987247098237276, "eta_seconds": 30794.033053147607, "iteration": 226219, "loss_fcos_cls": 0.18687944067642093, "loss_fcos_ctr": 0.6143959164619446, "loss_fcos_loc": 0.16584894263360184, "loss_mask": 0.24508734745904803, "loss_maskiou": 0.004013302124803886, "loss_sem_seg": 0.1751560103148222, "lr": 0.001, "mask_rcnn/accuracy": 0.8916622934888241, "mask_rcnn/false_negative": 0.09137546464899632, "mask_rcnn/false_positive": 0.1310568247752042, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 32.75, "time": 0.7115001529455185, "total_loss": 1.372513598860678} {"data_time": 0.010180714540183544, "eta_seconds": 30795.740695414133, "iteration": 226239, "loss_fcos_cls": 0.19602034240961075, "loss_fcos_ctr": 0.6149971270933747, "loss_fcos_loc": 0.16265567275695503, "loss_mask": 0.24618787225335836, "loss_maskiou": 0.004817651919438504, "loss_sem_seg": 0.18269909382797778, "lr": 0.001, "mask_rcnn/accuracy": 0.8965424737218368, "mask_rcnn/false_negative": 0.07107843147093716, "mask_rcnn/false_positive": 0.11281114990178814, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.5, "time": 0.7096731383353472, "total_loss": 1.4375209117060876} {"data_time": 0.009788598865270615, "eta_seconds": 30757.113228967413, "iteration": 226259, "loss_fcos_cls": 0.19671228673541918, "loss_fcos_ctr": 0.6121664410457015, "loss_fcos_loc": 0.15218604425899684, "loss_mask": 0.24331291811540723, "loss_maskiou": 0.004548685043118894, "loss_sem_seg": 0.1762284868163988, "lr": 0.001, "mask_rcnn/accuracy": 0.8980327708006279, "mask_rcnn/false_negative": 0.08766316646387351, "mask_rcnn/false_positive": 0.15458062534158606, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.5, "time": 0.6928383680060506, "total_loss": 1.3875305808642224} {"data_time": 0.009911764413118362, "eta_seconds": 30774.19292670209, "iteration": 226279, "loss_fcos_cls": 0.18634611203015083, "loss_fcos_ctr": 0.6127018788829446, "loss_fcos_loc": 0.15765109425410628, "loss_mask": 0.2349805161356926, "loss_maskiou": 0.004203284210234415, "loss_sem_seg": 0.19064989546313882, "lr": 0.001, "mask_rcnn/accuracy": 0.8971572014175876, "mask_rcnn/false_negative": 0.10563470455867396, "mask_rcnn/false_positive": 0.10846893866741913, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.0, "time": 0.717408505268395, "total_loss": 1.3753429241187405} {"data_time": 0.009903742000460625, "eta_seconds": 30760.11539282743, "iteration": 226299, "loss_fcos_cls": 0.18571069021709263, "loss_fcos_ctr": 0.6170630929991603, "loss_fcos_loc": 0.16417145519517362, "loss_mask": 0.2401804132387042, "loss_maskiou": 0.004127701307879761, "loss_sem_seg": 0.18260613619349897, "lr": 0.001, "mask_rcnn/accuracy": 0.9084892971611722, "mask_rcnn/false_negative": 0.08070225832780481, "mask_rcnn/false_positive": 0.11039218894785854, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.25, "time": 0.7175109386444092, "total_loss": 1.3866171235204092} {"data_time": 0.010806539095938206, "eta_seconds": 30735.45503655821, "iteration": 226319, "loss_fcos_cls": 0.18812973715830594, "loss_fcos_ctr": 0.6116356262937188, "loss_fcos_loc": 0.1527636714745313, "loss_mask": 0.228809024207294, "loss_maskiou": 0.00401344639249146, "loss_sem_seg": 0.19295345013961196, "lr": 0.001, "mask_rcnn/accuracy": 0.8913529294914687, "mask_rcnn/false_negative": 0.08764334033697493, "mask_rcnn/false_positive": 0.11230402256845191, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 26.0, "time": 0.6937731886282563, "total_loss": 1.379372111041448} {"data_time": 0.009853591211140156, "eta_seconds": 30700.860078414902, "iteration": 226339, "loss_fcos_cls": 0.17621524317655712, "loss_fcos_ctr": 0.6156021980568767, "loss_fcos_loc": 0.15840699878754094, "loss_mask": 0.2388399625197053, "loss_maskiou": 0.004302280860429164, "loss_sem_seg": 0.18512655002996325, "lr": 0.001, "mask_rcnn/accuracy": 0.9022035538353272, "mask_rcnn/false_negative": 0.0943581030654871, "mask_rcnn/false_positive": 0.10783425345360553, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 23.25, "time": 0.6923218490555882, "total_loss": 1.3902271180177195} {"data_time": 0.010703087784349918, "eta_seconds": 30707.309659816325, "iteration": 226359, "loss_fcos_cls": 0.1824608714086935, "loss_fcos_ctr": 0.6124794674105942, "loss_fcos_loc": 0.15355976531282067, "loss_mask": 0.2380606196820736, "loss_maskiou": 0.004202745207294356, "loss_sem_seg": 0.17983291135169566, "lr": 0.001, "mask_rcnn/accuracy": 0.8904954095229032, "mask_rcnn/false_negative": 0.10675298713991466, "mask_rcnn/false_positive": 0.12907300311085435, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 24.5, "time": 0.6966478228569031, "total_loss": 1.3793379265262047} {"data_time": 0.010478693060576916, "eta_seconds": 30681.49461664539, "iteration": 226379, "loss_fcos_cls": 0.1905330166919157, "loss_fcos_ctr": 0.6129499673843384, "loss_fcos_loc": 0.16315016313456, "loss_mask": 0.24090207554399967, "loss_maskiou": 0.004208377300528809, "loss_sem_seg": 0.19961614161729813, "lr": 0.001, "mask_rcnn/accuracy": 0.888794334328955, "mask_rcnn/false_negative": 0.08022778390495755, "mask_rcnn/false_positive": 0.11653027823240589, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 24.0, "time": 0.7010233998298645, "total_loss": 1.4285306994715938} {"data_time": 0.00971313752233982, "eta_seconds": 30648.65398960281, "iteration": 226399, "loss_fcos_cls": 0.185812125535449, "loss_fcos_ctr": 0.6146344724111259, "loss_fcos_loc": 0.16406689782161266, "loss_mask": 0.243277826346457, "loss_maskiou": 0.004563628011965193, "loss_sem_seg": 0.20627263840287924, "lr": 0.001, "mask_rcnn/accuracy": 0.8898455215419501, "mask_rcnn/false_negative": 0.10023255656506844, "mask_rcnn/false_positive": 0.13137833601736276, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 23.0, "time": 0.6807895079255104, "total_loss": 1.4165188177994423} {"data_time": 0.010082230903208256, "eta_seconds": 30611.24783839099, "iteration": 226419, "loss_fcos_cls": 0.1766651701182127, "loss_fcos_ctr": 0.6165219489485025, "loss_fcos_loc": 0.16323326108977199, "loss_mask": 0.24604359362274408, "loss_maskiou": 0.004229776764987037, "loss_sem_seg": 0.1894728015176952, "lr": 0.001, "mask_rcnn/accuracy": 0.8973594001745435, "mask_rcnn/false_negative": 0.08449034105925352, "mask_rcnn/false_positive": 0.12317691805299627, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.75, "time": 0.7195473369210958, "total_loss": 1.3878019539406523} {"data_time": 0.009645959362387657, "eta_seconds": 30565.551958955824, "iteration": 226439, "loss_fcos_cls": 0.16749678028281778, "loss_fcos_ctr": 0.613951716106385, "loss_fcos_loc": 0.15830180153716356, "loss_mask": 0.23185749910771847, "loss_maskiou": 0.004098908171727089, "loss_sem_seg": 0.16199561837129295, "lr": 0.001, "mask_rcnn/accuracy": 0.8930527911714137, "mask_rcnn/false_negative": 0.08918687773373532, "mask_rcnn/false_positive": 0.12240702270076556, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 27.75, "time": 0.6660869475454092, "total_loss": 1.3712854848781717} {"data_time": 0.009923777543008327, "eta_seconds": 30529.58908888139, "iteration": 226459, "loss_fcos_cls": 0.16716536809690297, "loss_fcos_ctr": 0.6106866179034114, "loss_fcos_loc": 0.1454825421096757, "loss_mask": 0.2442941963672638, "loss_maskiou": 0.004979914487194037, "loss_sem_seg": 0.1968713765963912, "lr": 0.001, "mask_rcnn/accuracy": 0.9010267255487101, "mask_rcnn/false_negative": 0.08732914012314036, "mask_rcnn/false_positive": 0.11213660764423579, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.25, "time": 0.6884221723303199, "total_loss": 1.3448584660800407} {"data_time": 0.009448894299566746, "eta_seconds": 30497.896154416725, "iteration": 226479, "loss_fcos_cls": 0.17973003489896655, "loss_fcos_ctr": 0.6137153720483184, "loss_fcos_loc": 0.15605262818280607, "loss_mask": 0.2397240810096264, "loss_maskiou": 0.004430641638464294, "loss_sem_seg": 0.18253961438313127, "lr": 0.001, "mask_rcnn/accuracy": 0.9064106411795487, "mask_rcnn/false_negative": 0.07888615581906236, "mask_rcnn/false_positive": 0.11612244832344251, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 22.75, "time": 0.6953116385266185, "total_loss": 1.3835090625307203} {"data_time": 0.010503042489290237, "eta_seconds": 30485.242961818352, "iteration": 226499, "loss_fcos_cls": 0.18707479356089607, "loss_fcos_ctr": 0.6161851640790701, "loss_fcos_loc": 0.1646206493023783, "loss_mask": 0.23823508946225047, "loss_maskiou": 0.004360591745353304, "loss_sem_seg": 0.19495517713949084, "lr": 0.001, "mask_rcnn/accuracy": 0.907076997465653, "mask_rcnn/false_negative": 0.07616556985052284, "mask_rcnn/false_positive": 0.11014183902114089, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.0, "time": 0.7044362742453814, "total_loss": 1.4206562948857027} {"data_time": 0.009770878590643406, "eta_seconds": 30491.69466922339, "iteration": 226519, "loss_fcos_cls": 0.17681841319426894, "loss_fcos_ctr": 0.6133242379873991, "loss_fcos_loc": 0.1570624863379635, "loss_mask": 0.23675776086747646, "loss_maskiou": 0.00477667943778215, "loss_sem_seg": 0.17812477971892804, "lr": 0.001, "mask_rcnn/accuracy": 0.9054506717772024, "mask_rcnn/false_negative": 0.08476554587090078, "mask_rcnn/false_positive": 0.10585018956733123, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.75, "time": 0.7081459648907185, "total_loss": 1.37147127026401} {"data_time": 0.010438434779644012, "eta_seconds": 30503.28891208023, "iteration": 226539, "loss_fcos_cls": 0.18069806694984436, "loss_fcos_ctr": 0.6124748960137367, "loss_fcos_loc": 0.15096728567732498, "loss_mask": 0.23922836454585195, "loss_maskiou": 0.003832911759673152, "loss_sem_seg": 0.18914469971787184, "lr": 0.001, "mask_rcnn/accuracy": 0.8960948786294178, "mask_rcnn/false_negative": 0.10188035123169822, "mask_rcnn/false_positive": 0.12455499840098155, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.0, "time": 0.7049208823591471, "total_loss": 1.3865735575163853} {"data_time": 0.00955055933445692, "eta_seconds": 30481.542836121283, "iteration": 226559, "loss_fcos_cls": 0.1797625261824578, "loss_fcos_ctr": 0.6140570249408484, "loss_fcos_loc": 0.15023411251604557, "loss_mask": 0.23614271823316813, "loss_maskiou": 0.004082290884980466, "loss_sem_seg": 0.17682882933877409, "lr": 0.001, "mask_rcnn/accuracy": 0.8912278888203633, "mask_rcnn/false_negative": 0.07197124347329886, "mask_rcnn/false_positive": 0.14138746512429856, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.0, "time": 0.6992743266746402, "total_loss": 1.3949832950456766} {"data_time": 0.009705540724098682, "eta_seconds": 30449.618781360798, "iteration": 226579, "loss_fcos_cls": 0.18239752610679716, "loss_fcos_ctr": 0.6115643130615354, "loss_fcos_loc": 0.15859323754557408, "loss_mask": 0.24585584830492735, "loss_maskiou": 0.003906416159225046, "loss_sem_seg": 0.18489719310309738, "lr": 0.001, "mask_rcnn/accuracy": 0.8847748233908947, "mask_rcnn/false_negative": 0.10146050950923746, "mask_rcnn/false_positive": 0.1184595061786047, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 30.25, "time": 0.6926457798108459, "total_loss": 1.3879451511975276} {"data_time": 0.010493917390704155, "eta_seconds": 30445.475003320724, "iteration": 226599, "loss_fcos_cls": 0.1810865814331919, "loss_fcos_ctr": 0.6152286790311337, "loss_fcos_loc": 0.16063172474969178, "loss_mask": 0.24477435741573572, "loss_maskiou": 0.004310869560868014, "loss_sem_seg": 0.19680564664304256, "lr": 0.001, "mask_rcnn/accuracy": 0.8914693303481731, "mask_rcnn/false_negative": 0.09813370025502705, "mask_rcnn/false_positive": 0.1162727291836893, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.25, "time": 0.7056043921038508, "total_loss": 1.3848991121485597} {"data_time": 0.009799933061003685, "eta_seconds": 30373.725056477822, "iteration": 226619, "loss_fcos_cls": 0.18698334926739335, "loss_fcos_ctr": 0.6154886027798057, "loss_fcos_loc": 0.1547722048126161, "loss_mask": 0.23914190102368593, "loss_maskiou": 0.004444129386683926, "loss_sem_seg": 0.19644098822027445, "lr": 0.001, "mask_rcnn/accuracy": 0.8890895643971874, "mask_rcnn/false_negative": 0.09112733833426967, "mask_rcnn/false_positive": 0.1228456449017982, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 28.25, "time": 0.66815793979913, "total_loss": 1.4080410588576342} {"data_time": 0.01001678965985775, "eta_seconds": 30368.211431078613, "iteration": 226639, "loss_fcos_cls": 0.177151522715576, "loss_fcos_ctr": 0.6145010595209897, "loss_fcos_loc": 0.15260948985815048, "loss_mask": 0.21649790881201625, "loss_maskiou": 0.0034431919193593785, "loss_sem_seg": 0.15313681913539767, "lr": 0.001, "mask_rcnn/accuracy": 0.9055199579831933, "mask_rcnn/false_negative": 0.08851714409104844, "mask_rcnn/false_positive": 0.11939207791052286, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 26.75, "time": 0.6991809885948896, "total_loss": 1.3303101437777514} {"data_time": 0.009509315714240074, "eta_seconds": 30365.62862729095, "iteration": 226659, "loss_fcos_cls": 0.20507563196588308, "loss_fcos_ctr": 0.6130008189938962, "loss_fcos_loc": 0.16262536836438812, "loss_mask": 0.23044771887362003, "loss_maskiou": 0.004509219234023476, "loss_sem_seg": 0.18570358166471124, "lr": 0.001, "mask_rcnn/accuracy": 0.8772662931768509, "mask_rcnn/false_negative": 0.08589041427733281, "mask_rcnn/false_positive": 0.13827106264309585, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.5, "time": 0.7131642876192927, "total_loss": 1.4173676776044886} {"data_time": 0.010200477205216885, "eta_seconds": 30351.616200892255, "iteration": 226679, "loss_fcos_cls": 0.1853562008764129, "loss_fcos_ctr": 0.6156923249363899, "loss_fcos_loc": 0.15711861616000533, "loss_mask": 0.2341779232956469, "loss_maskiou": 0.004477811286051292, "loss_sem_seg": 0.17087559471838176, "lr": 0.001, "mask_rcnn/accuracy": 0.9017319277108433, "mask_rcnn/false_negative": 0.0786564158324673, "mask_rcnn/false_positive": 0.12128448217789826, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.25, "time": 0.7181028965860605, "total_loss": 1.3603315474956617} {"data_time": 0.009645616635680199, "eta_seconds": 30365.46700563561, "iteration": 226699, "loss_fcos_cls": 0.18204185948707163, "loss_fcos_ctr": 0.6120091339107603, "loss_fcos_loc": 0.16058623045682907, "loss_mask": 0.23805503686890006, "loss_maskiou": 0.004076619661645964, "loss_sem_seg": 0.17601150274276733, "lr": 0.001, "mask_rcnn/accuracy": 0.8887813079777366, "mask_rcnn/false_negative": 0.08734474307441681, "mask_rcnn/false_positive": 0.11005905030001102, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 32.75, "time": 0.7121220920234919, "total_loss": 1.3928638749293896} {"data_time": 0.010148032568395138, "eta_seconds": 30389.102331298403, "iteration": 226719, "loss_fcos_cls": 0.18533816002309322, "loss_fcos_ctr": 0.6158039448782802, "loss_fcos_loc": 0.16293289745226502, "loss_mask": 0.24991199746727943, "loss_maskiou": 0.004130803616135381, "loss_sem_seg": 0.1850845074513927, "lr": 0.001, "mask_rcnn/accuracy": 0.8898217032028122, "mask_rcnn/false_negative": 0.0714544756104481, "mask_rcnn/false_positive": 0.14090865135112024, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 23.0, "time": 0.708417353220284, "total_loss": 1.3821744277811376} {"data_time": 0.009520156309008598, "eta_seconds": 30378.05865491461, "iteration": 226739, "loss_fcos_cls": 0.1833156401407905, "loss_fcos_ctr": 0.6148139722645283, "loss_fcos_loc": 0.1626605085330084, "loss_mask": 0.24010809045284986, "loss_maskiou": 0.004076616569363978, "loss_sem_seg": 0.16968805820215493, "lr": 0.001, "mask_rcnn/accuracy": 0.8818241436797705, "mask_rcnn/false_negative": 0.09878329470602387, "mask_rcnn/false_positive": 0.1254691692918518, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 25.0, "time": 0.6964050345122814, "total_loss": 1.389159815676976} {"data_time": 0.010850043967366219, "eta_seconds": 30381.64805147238, "iteration": 226759, "loss_fcos_cls": 0.19410143373534083, "loss_fcos_ctr": 0.6138000222854316, "loss_fcos_loc": 0.16228794492781162, "loss_mask": 0.24104949738830328, "loss_maskiou": 0.004524607182247564, "loss_sem_seg": 0.17719204584136605, "lr": 0.001, "mask_rcnn/accuracy": 0.8948419211434574, "mask_rcnn/false_negative": 0.09708677169292323, "mask_rcnn/false_positive": 0.12418984329551697, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 27.75, "time": 0.7208788190037012, "total_loss": 1.4047028806307935} {"data_time": 0.010326212272047997, "eta_seconds": 30405.416757596657, "iteration": 226779, "loss_fcos_cls": 0.187647627084516, "loss_fcos_ctr": 0.6173804020509124, "loss_fcos_loc": 0.1700339544331655, "loss_mask": 0.2432348784059286, "loss_maskiou": 0.004165210337987446, "loss_sem_seg": 0.18367127049714327, "lr": 0.001, "mask_rcnn/accuracy": 0.8826378929950358, "mask_rcnn/false_negative": 0.0812143386274018, "mask_rcnn/false_positive": 0.13859055480168472, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 31.0, "time": 0.6940992372110486, "total_loss": 1.4063886758165154} {"data_time": 0.009978584945201874, "eta_seconds": 30333.61668203026, "iteration": 226799, "loss_fcos_cls": 0.18369281780906022, "loss_fcos_ctr": 0.6124174324795604, "loss_fcos_loc": 0.1580686453380622, "loss_mask": 0.2368848556652665, "loss_maskiou": 0.004226777271469473, "loss_sem_seg": 0.17995585943572223, "lr": 0.001, "mask_rcnn/accuracy": 0.884893495441655, "mask_rcnn/false_negative": 0.10547175678754625, "mask_rcnn/false_positive": 0.13425183493294968, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 28.75, "time": 0.674333113245666, "total_loss": 1.3561073209184542} {"data_time": 0.00939560029655695, "eta_seconds": 30316.480817192234, "iteration": 226819, "loss_fcos_cls": 0.18773378967307508, "loss_fcos_ctr": 0.6117322575300932, "loss_fcos_loc": 0.15831071161665022, "loss_mask": 0.2477856297045946, "loss_maskiou": 0.004904824709228706, "loss_sem_seg": 0.18174816272221506, "lr": 0.001, "mask_rcnn/accuracy": 0.8902825952515394, "mask_rcnn/false_negative": 0.09669195841941931, "mask_rcnn/false_positive": 0.11959381349377654, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 24.0, "time": 0.7096660826355219, "total_loss": 1.4087458668946056} {"data_time": 0.01016461756080389, "eta_seconds": 30288.38196581416, "iteration": 226839, "loss_fcos_cls": 0.18473139684647322, "loss_fcos_ctr": 0.6126175802201033, "loss_fcos_loc": 0.15124769567046314, "loss_mask": 0.23923641303554177, "loss_maskiou": 0.004494138596783159, "loss_sem_seg": 0.17236760584637523, "lr": 0.001, "mask_rcnn/accuracy": 0.9015027867068683, "mask_rcnn/false_negative": 0.08672932013387882, "mask_rcnn/false_positive": 0.1085063702677638, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 31.25, "time": 0.6977568091824651, "total_loss": 1.3613211681804387} {"data_time": 0.009997062385082245, "eta_seconds": 30284.479111809283, "iteration": 226859, "loss_fcos_cls": 0.18911983876023442, "loss_fcos_ctr": 0.613106339238584, "loss_fcos_loc": 0.15602183435112238, "loss_mask": 0.24598094867542386, "loss_maskiou": 0.004131372661504429, "loss_sem_seg": 0.17315548402257264, "lr": 0.001, "mask_rcnn/accuracy": 0.900956279038034, "mask_rcnn/false_negative": 0.08758323195487278, "mask_rcnn/false_positive": 0.11989028706579873, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 32.0, "time": 0.7092720307409763, "total_loss": 1.3778336873469925} {"data_time": 0.01118490006774664, "eta_seconds": 30270.439344946295, "iteration": 226879, "loss_fcos_cls": 0.18403384828707203, "loss_fcos_ctr": 0.6125954887829721, "loss_fcos_loc": 0.1566488427342847, "loss_mask": 0.24063995340839028, "loss_maskiou": 0.004215581735479645, "loss_sem_seg": 0.1865311472211033, "lr": 0.001, "mask_rcnn/accuracy": 0.8953068476554502, "mask_rcnn/false_negative": 0.10257122957268705, "mask_rcnn/false_positive": 0.11247137426660692, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 26.25, "time": 0.7052209489047527, "total_loss": 1.3778505063492048} {"data_time": 0.01036145631223917, "eta_seconds": 30320.998303351924, "iteration": 226899, "loss_fcos_cls": 0.19750892859883606, "loss_fcos_ctr": 0.6163539527915418, "loss_fcos_loc": 0.16382886975770816, "loss_mask": 0.24817342776805162, "loss_maskiou": 0.003884755784383742, "loss_sem_seg": 0.18673288985155523, "lr": 0.001, "mask_rcnn/accuracy": 0.9005883675226692, "mask_rcnn/false_negative": 0.07790486489582384, "mask_rcnn/false_positive": 0.13566333627468502, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 26.5, "time": 0.7224131217226386, "total_loss": 1.4106715184207133} {"data_time": 0.009018594399094582, "eta_seconds": 30246.272899781354, "iteration": 226919, "loss_fcos_cls": 0.18810933153145015, "loss_fcos_ctr": 0.6169657316058874, "loss_fcos_loc": 0.1632765589747578, "loss_mask": 0.24406569451093674, "loss_maskiou": 0.004026678027003072, "loss_sem_seg": 0.17606406979029998, "lr": 0.001, "mask_rcnn/accuracy": 0.8918846420228017, "mask_rcnn/false_negative": 0.07838299958258112, "mask_rcnn/false_positive": 0.12149796689043871, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 25.25, "time": 0.7084245560690761, "total_loss": 1.3857696178420156} {"data_time": 0.010302679613232613, "eta_seconds": 30235.315570123494, "iteration": 226939, "loss_fcos_cls": 0.19060594169422984, "loss_fcos_ctr": 0.6136872707866132, "loss_fcos_loc": 0.1636130043771118, "loss_mask": 0.24026955664157867, "loss_maskiou": 0.004191218999039847, "loss_sem_seg": 0.17398764588870108, "lr": 0.001, "mask_rcnn/accuracy": 0.887302150974026, "mask_rcnn/false_negative": 0.08435783618090216, "mask_rcnn/false_positive": 0.1410459349418945, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.5, "time": 0.713190745562315, "total_loss": 1.408923759845493} {"data_time": 0.009961877018213272, "eta_seconds": 30232.296986455098, "iteration": 226959, "loss_fcos_cls": 0.18122764711733907, "loss_fcos_ctr": 0.6143804499879479, "loss_fcos_loc": 0.15962217096239328, "loss_mask": 0.24661900661885738, "loss_maskiou": 0.003996330175141338, "loss_sem_seg": 0.19208130007609725, "lr": 0.001, "mask_rcnn/accuracy": 0.8981793260424644, "mask_rcnn/false_negative": 0.09400431085951477, "mask_rcnn/false_positive": 0.11425149412370897, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.75, "time": 0.7103291423991323, "total_loss": 1.398500507530116} {"data_time": 0.010029055178165436, "eta_seconds": 30241.930510928854, "iteration": 226979, "loss_fcos_cls": 0.18525451491586864, "loss_fcos_ctr": 0.6110671479254961, "loss_fcos_loc": 0.16205817053560168, "loss_mask": 0.24971231073141098, "loss_maskiou": 0.004715723509434611, "loss_sem_seg": 0.1823265585117042, "lr": 0.001, "mask_rcnn/accuracy": 0.8829081632653062, "mask_rcnn/false_negative": 0.08957390278174922, "mask_rcnn/false_positive": 0.12945533321827585, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.0, "time": 0.7090012151747942, "total_loss": 1.3870805318947532} {"data_time": 0.010594143532216549, "eta_seconds": 30204.20070896484, "iteration": 226999, "loss_fcos_cls": 0.18216966139152646, "loss_fcos_ctr": 0.6116689015179873, "loss_fcos_loc": 0.15287506580352783, "loss_mask": 0.23341881344094872, "loss_maskiou": 0.003979572713433299, "loss_sem_seg": 0.20134900696575642, "lr": 0.001, "mask_rcnn/accuracy": 0.9175886691776522, "mask_rcnn/false_negative": 0.0755566551857816, "mask_rcnn/false_positive": 0.10373571444619492, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 25.0, "time": 0.687115466222167, "total_loss": 1.4010675416720915} {"data_time": 0.009981764480471611, "eta_seconds": 30237.316826258786, "iteration": 227019, "loss_fcos_cls": 0.1850807210430503, "loss_fcos_ctr": 0.6143981949426234, "loss_fcos_loc": 0.16365712822880596, "loss_mask": 0.24569166218861938, "loss_maskiou": 0.0046428603018284775, "loss_sem_seg": 0.19187671900726855, "lr": 0.001, "mask_rcnn/accuracy": 0.8719564714622112, "mask_rcnn/false_negative": 0.12405982092696816, "mask_rcnn/false_positive": 0.1369940378342786, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.75, "time": 0.7083479948341846, "total_loss": 1.402861692915394} {"data_time": 0.011084860190749168, "eta_seconds": 30199.75306664221, "iteration": 227039, "loss_fcos_cls": 0.18901073094457388, "loss_fcos_ctr": 0.6151745202951133, "loss_fcos_loc": 0.16007133305538446, "loss_mask": 0.23465651599690318, "loss_maskiou": 0.004133304311835673, "loss_sem_seg": 0.15504184388555586, "lr": 0.001, "mask_rcnn/accuracy": 0.894701318027211, "mask_rcnn/false_negative": 0.08926859840657085, "mask_rcnn/false_positive": 0.1185060511415946, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 26.25, "time": 0.6936185481026769, "total_loss": 1.3829559523946955} {"data_time": 0.010064923204481602, "eta_seconds": 30155.409315245226, "iteration": 227059, "loss_fcos_cls": 0.17630314186681062, "loss_fcos_ctr": 0.6148320529609919, "loss_fcos_loc": 0.15971773804631084, "loss_mask": 0.24115064227953553, "loss_maskiou": 0.004595076410623733, "loss_sem_seg": 0.18662263662554324, "lr": 0.001, "mask_rcnn/accuracy": 0.8830759277395168, "mask_rcnn/false_negative": 0.09248979190969828, "mask_rcnn/false_positive": 0.1449688268707124, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.0, "time": 0.6915768161416054, "total_loss": 1.393687788360694} {"data_time": 0.010775387287139893, "eta_seconds": 30202.642256199382, "iteration": 227079, "loss_fcos_cls": 0.19027663941960782, "loss_fcos_ctr": 0.6136838002130389, "loss_fcos_loc": 0.16044554655672982, "loss_mask": 0.23478207923471928, "loss_maskiou": 0.004406826132253627, "loss_sem_seg": 0.1736312578432262, "lr": 0.001, "mask_rcnn/accuracy": 0.8971331389698736, "mask_rcnn/false_negative": 0.08689113479079258, "mask_rcnn/false_positive": 0.10490092962948697, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 29.75, "time": 0.7201822986826301, "total_loss": 1.3770194407243252} {"data_time": 0.009750432334840298, "eta_seconds": 30188.56865947228, "iteration": 227099, "loss_fcos_cls": 0.1930334095377475, "loss_fcos_ctr": 0.6163427964784205, "loss_fcos_loc": 0.15432813158258796, "loss_mask": 0.23408057307824492, "loss_maskiou": 0.004152983156018308, "loss_sem_seg": 0.17265265458263457, "lr": 0.001, "mask_rcnn/accuracy": 0.8931350044122739, "mask_rcnn/false_negative": 0.08645490086996566, "mask_rcnn/false_positive": 0.133763445956463, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 20.75, "time": 0.6885060602799058, "total_loss": 1.3772702117285007} {"data_time": 0.010600414127111435, "eta_seconds": 30110.301507284865, "iteration": 227119, "loss_fcos_cls": 0.17994597973302007, "loss_fcos_ctr": 0.6117211538366973, "loss_fcos_loc": 0.1497762308572419, "loss_mask": 0.22659218776971102, "loss_maskiou": 0.0038525153140653856, "loss_sem_seg": 0.17432507476769388, "lr": 0.001, "mask_rcnn/accuracy": 0.9075453860405951, "mask_rcnn/false_negative": 0.07855676931452522, "mask_rcnn/false_positive": 0.12171835013830323, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 28.0, "time": 0.655901737511158, "total_loss": 1.3668545760074267} {"data_time": 0.010472794994711876, "eta_seconds": 30091.815481477417, "iteration": 227139, "loss_fcos_cls": 0.17468133743386716, "loss_fcos_ctr": 0.6129600461572409, "loss_fcos_loc": 0.14952251897193491, "loss_mask": 0.23955156095325947, "loss_maskiou": 0.004726297178422101, "loss_sem_seg": 0.1865173855330795, "lr": 0.001, "mask_rcnn/accuracy": 0.8955880429094715, "mask_rcnn/false_negative": 0.08222688212631388, "mask_rcnn/false_positive": 0.11613669392287551, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 30.0, "time": 0.7041814746335149, "total_loss": 1.396679414632672} {"data_time": 0.010719065554440022, "eta_seconds": 30059.277856125496, "iteration": 227159, "loss_fcos_cls": 0.17924828478135169, "loss_fcos_ctr": 0.6144881676882505, "loss_fcos_loc": 0.1537638904992491, "loss_mask": 0.23431626614183187, "loss_maskiou": 0.0041425947565585375, "loss_sem_seg": 0.17473500221967697, "lr": 0.001, "mask_rcnn/accuracy": 0.8931212692151925, "mask_rcnn/false_negative": 0.10506230514593498, "mask_rcnn/false_positive": 0.10235484209697916, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.25, "time": 0.6822084747254848, "total_loss": 1.3731345292690094} {"data_time": 0.011196671985089779, "eta_seconds": 30077.767460258678, "iteration": 227179, "loss_fcos_cls": 0.18389978585764766, "loss_fcos_ctr": 0.6137605393305421, "loss_fcos_loc": 0.1532988733961247, "loss_mask": 0.2365288743749261, "loss_maskiou": 0.004516807184700156, "loss_sem_seg": 0.18426859308965504, "lr": 0.001, "mask_rcnn/accuracy": 0.891152374411303, "mask_rcnn/false_negative": 0.08101343512251549, "mask_rcnn/false_positive": 0.131868511633975, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.25, "time": 0.7081096237525344, "total_loss": 1.3768266756014782} {"data_time": 0.009991912171244621, "eta_seconds": 30063.71932151355, "iteration": 227199, "loss_fcos_cls": 0.17401336843613535, "loss_fcos_ctr": 0.6148001868277788, "loss_fcos_loc": 0.15700707398355007, "loss_mask": 0.2399602965451777, "loss_maskiou": 0.003958486879128031, "loss_sem_seg": 0.16766628285404295, "lr": 0.001, "mask_rcnn/accuracy": 0.8990822259136213, "mask_rcnn/false_negative": 0.0955574351229887, "mask_rcnn/false_positive": 0.11868736304289967, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.25, "time": 0.7018566150218248, "total_loss": 1.3628984644601587} {"data_time": 0.009799915365874767, "eta_seconds": 30035.649147548713, "iteration": 227219, "loss_fcos_cls": 0.1783541387412697, "loss_fcos_ctr": 0.613186726346612, "loss_fcos_loc": 0.16295206535141915, "loss_mask": 0.24293491197749972, "loss_maskiou": 0.004047981392886868, "loss_sem_seg": 0.19242198299616575, "lr": 0.001, "mask_rcnn/accuracy": 0.9020171957671959, "mask_rcnn/false_negative": 0.07593174795124327, "mask_rcnn/false_positive": 0.1196120663239047, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 27.0, "time": 0.6947456244379282, "total_loss": 1.394555734412279} {"data_time": 0.009564177133142948, "eta_seconds": 30001.534810420126, "iteration": 227239, "loss_fcos_cls": 0.19212257931940258, "loss_fcos_ctr": 0.6138613228686154, "loss_fcos_loc": 0.16076474322471768, "loss_mask": 0.2372707650065422, "loss_maskiou": 0.003788339949096553, "loss_sem_seg": 0.16747126448899508, "lr": 0.001, "mask_rcnn/accuracy": 0.8973728227554758, "mask_rcnn/false_negative": 0.10023296196215445, "mask_rcnn/false_positive": 0.13343240166781672, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.75, "time": 0.680816468782723, "total_loss": 1.372766044769378} {"data_time": 0.010438484139740467, "eta_seconds": 29990.369060534053, "iteration": 227259, "loss_fcos_cls": 0.19326995708979666, "loss_fcos_ctr": 0.6167519567534328, "loss_fcos_loc": 0.1715309803839773, "loss_mask": 0.24022139515727758, "loss_maskiou": 0.004288238284061663, "loss_sem_seg": 0.17927614320069551, "lr": 0.001, "mask_rcnn/accuracy": 0.8875145267904598, "mask_rcnn/false_negative": 0.09420701747579116, "mask_rcnn/false_positive": 0.11387216368526018, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.0, "time": 0.6964078675955534, "total_loss": 1.411909382120939} {"data_time": 0.010915741324424744, "eta_seconds": 29952.639163742773, "iteration": 227279, "loss_fcos_cls": 0.18089291150681674, "loss_fcos_ctr": 0.6141826482489705, "loss_fcos_loc": 0.15910644130781293, "loss_mask": 0.24649721896275878, "loss_maskiou": 0.0040967095555970445, "loss_sem_seg": 0.20557828433811665, "lr": 0.001, "mask_rcnn/accuracy": 0.8729567335821944, "mask_rcnn/false_negative": 0.11503990902627581, "mask_rcnn/false_positive": 0.14093551762758533, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.75, "time": 0.678301508538425, "total_loss": 1.4243458073106012} {"data_time": 0.010003908537328243, "eta_seconds": 29938.616720839404, "iteration": 227299, "loss_fcos_cls": 0.18464211135869846, "loss_fcos_ctr": 0.6142232539132237, "loss_fcos_loc": 0.16172198991989717, "loss_mask": 0.24561279360204935, "loss_maskiou": 0.004761561496707145, "loss_sem_seg": 0.1908440557308495, "lr": 0.001, "mask_rcnn/accuracy": 0.872012315270936, "mask_rcnn/false_negative": 0.11051556191223928, "mask_rcnn/false_positive": 0.1373014152166877, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.0, "time": 0.7171420892700553, "total_loss": 1.4036674097296782} {"data_time": 0.01130632683634758, "eta_seconds": 29945.40602987632, "iteration": 227319, "loss_fcos_cls": 0.19073496689088643, "loss_fcos_ctr": 0.6116546029224992, "loss_fcos_loc": 0.15553141967393458, "loss_mask": 0.23035614099353552, "loss_maskiou": 0.00420908622618299, "loss_sem_seg": 0.17730334878433496, "lr": 0.001, "mask_rcnn/accuracy": 0.9092134597891659, "mask_rcnn/false_negative": 0.060498067708679305, "mask_rcnn/false_positive": 0.11054022498654067, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.75, "time": 0.703140283934772, "total_loss": 1.371218997563119} {"data_time": 0.009897835552692413, "eta_seconds": 29931.37383474037, "iteration": 227339, "loss_fcos_cls": 0.17883218126371503, "loss_fcos_ctr": 0.6139070745557547, "loss_fcos_loc": 0.15379988681524992, "loss_mask": 0.2486989190801978, "loss_maskiou": 0.004909264207526576, "loss_sem_seg": 0.18765756115317345, "lr": 0.001, "mask_rcnn/accuracy": 0.8975649350649351, "mask_rcnn/false_negative": 0.08765367692276188, "mask_rcnn/false_positive": 0.10722555042392623, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 25.25, "time": 0.6878414209932089, "total_loss": 1.3906865481330897} {"data_time": 0.011737357825040817, "eta_seconds": 29917.34163960442, "iteration": 227359, "loss_fcos_cls": 0.1905451335478574, "loss_fcos_ctr": 0.6150541258975863, "loss_fcos_loc": 0.16436933091608807, "loss_mask": 0.2511921697296202, "loss_maskiou": 0.004640570994524751, "loss_sem_seg": 0.18097437801770866, "lr": 0.001, "mask_rcnn/accuracy": 0.9106411784197247, "mask_rcnn/false_negative": 0.06564325661995678, "mask_rcnn/false_positive": 0.11967501509141247, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 20.5, "time": 0.6826074086129665, "total_loss": 1.3988316374307033} {"data_time": 0.009860924445092678, "eta_seconds": 29874.7469449332, "iteration": 227379, "loss_fcos_cls": 0.18800464514060877, "loss_fcos_ctr": 0.6137933833524585, "loss_fcos_loc": 0.15562777069862932, "loss_mask": 0.2310812072828412, "loss_maskiou": 0.0038574231602979125, "loss_sem_seg": 0.1811570241698064, "lr": 0.001, "mask_rcnn/accuracy": 0.9179789801296012, "mask_rcnn/false_negative": 0.08016904032733979, "mask_rcnn/false_positive": 0.11829642197456075, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 25.0, "time": 0.6744719250127673, "total_loss": 1.3813600847533962} {"data_time": 0.010349856689572334, "eta_seconds": 29860.72815281432, "iteration": 227399, "loss_fcos_cls": 0.18906819296535105, "loss_fcos_ctr": 0.6131226466968656, "loss_fcos_loc": 0.15821159724146128, "loss_mask": 0.23922032583504915, "loss_maskiou": 0.004130360175622627, "loss_sem_seg": 0.18855014047585428, "lr": 0.001, "mask_rcnn/accuracy": 0.8909863945578231, "mask_rcnn/false_negative": 0.09772601147969978, "mask_rcnn/false_positive": 0.11434700239838465, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 26.75, "time": 0.6952243894338608, "total_loss": 1.4026524380715273} {"data_time": 0.009662281721830368, "eta_seconds": 29852.15980985388, "iteration": 227419, "loss_fcos_cls": 0.18607010756386444, "loss_fcos_ctr": 0.6148529890924692, "loss_fcos_loc": 0.16917996265692636, "loss_mask": 0.23935395060107112, "loss_maskiou": 0.004399944402393885, "loss_sem_seg": 0.18286624108441174, "lr": 0.001, "mask_rcnn/accuracy": 0.9018532800717186, "mask_rcnn/false_negative": 0.08738340053202337, "mask_rcnn/false_positive": 0.10506045758874916, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.75, "time": 0.7130483733490109, "total_loss": 1.4257595638482599} {"data_time": 0.00955884251743555, "eta_seconds": 29841.354647009633, "iteration": 227439, "loss_fcos_cls": 0.19196600746363401, "loss_fcos_ctr": 0.6137938899919391, "loss_fcos_loc": 0.15585075604030862, "loss_mask": 0.2515373257920146, "loss_maskiou": 0.004792475490830839, "loss_sem_seg": 0.19015714339911938, "lr": 0.001, "mask_rcnn/accuracy": 0.8820492729692033, "mask_rcnn/false_negative": 0.10045530228843563, "mask_rcnn/false_positive": 0.127004800225893, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.25, "time": 0.6902042515575886, "total_loss": 1.4154162171580538} {"data_time": 0.0096372589468956, "eta_seconds": 29850.033696080558, "iteration": 227459, "loss_fcos_cls": 0.19191616936586797, "loss_fcos_ctr": 0.6151599325239658, "loss_fcos_loc": 0.15584447167930193, "loss_mask": 0.24323073495179415, "loss_maskiou": 0.004629263989045285, "loss_sem_seg": 0.19591324403882027, "lr": 0.001, "mask_rcnn/accuracy": 0.8799945251403207, "mask_rcnn/false_negative": 0.1041951992908553, "mask_rcnn/false_positive": 0.13209273755831696, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7133063189685345, "total_loss": 1.4041732982732356} {"data_time": 0.010014219209551811, "eta_seconds": 29834.282595160417, "iteration": 227479, "loss_fcos_cls": 0.1842057773610577, "loss_fcos_ctr": 0.6119555537588894, "loss_fcos_loc": 0.16041876189410686, "loss_mask": 0.22704991092905402, "loss_maskiou": 0.0038396417949115857, "loss_sem_seg": 0.18068289756774902, "lr": 0.001, "mask_rcnn/accuracy": 0.899650592995819, "mask_rcnn/false_negative": 0.0983136290989015, "mask_rcnn/false_positive": 0.1182957782783218, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 34.0, "time": 0.6910504531115294, "total_loss": 1.3659360240126261} {"data_time": 0.011295991949737072, "eta_seconds": 29808.876334260218, "iteration": 227499, "loss_fcos_cls": 0.19211908319266513, "loss_fcos_ctr": 0.6138546979054809, "loss_fcos_loc": 0.16517866670619696, "loss_mask": 0.24231703532859683, "loss_maskiou": 0.0042114129191759275, "loss_sem_seg": 0.19606020048377104, "lr": 0.001, "mask_rcnn/accuracy": 0.8998856938935449, "mask_rcnn/false_negative": 0.09465329544192193, "mask_rcnn/false_positive": 0.11666111646004651, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 24.75, "time": 0.6783734085038304, "total_loss": 1.4289104295021389} {"data_time": 0.01042845007032156, "eta_seconds": 29779.18109400291, "iteration": 227519, "loss_fcos_cls": 0.18158580618910491, "loss_fcos_ctr": 0.6118697244673967, "loss_fcos_loc": 0.1539013193687424, "loss_mask": 0.23284351080656052, "loss_maskiou": 0.004049593733725487, "loss_sem_seg": 0.17453201371245086, "lr": 0.001, "mask_rcnn/accuracy": 0.9027521552024774, "mask_rcnn/false_negative": 0.06567121001079917, "mask_rcnn/false_positive": 0.11068035882276231, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 23.5, "time": 0.6644765511155128, "total_loss": 1.3568086658669927} {"data_time": 0.00958466250449419, "eta_seconds": 29757.273747444153, "iteration": 227539, "loss_fcos_cls": 0.18835605023195967, "loss_fcos_ctr": 0.6124694989994168, "loss_fcos_loc": 0.15618799469666556, "loss_mask": 0.2347980160266161, "loss_maskiou": 0.0046095482757664286, "loss_sem_seg": 0.1871888053137809, "lr": 0.001, "mask_rcnn/accuracy": 0.9084384448223733, "mask_rcnn/false_negative": 0.06102429379064186, "mask_rcnn/false_positive": 0.1095056823207371, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.75, "time": 0.7053729174658656, "total_loss": 1.3977606343178195} {"data_time": 0.010810419917106628, "eta_seconds": 29743.257462501526, "iteration": 227559, "loss_fcos_cls": 0.1925980697851628, "loss_fcos_ctr": 0.614243334159255, "loss_fcos_loc": 0.16222200682386756, "loss_mask": 0.24768404802307487, "loss_maskiou": 0.004000701819677488, "loss_sem_seg": 0.17390555306337774, "lr": 0.001, "mask_rcnn/accuracy": 0.8930605797646928, "mask_rcnn/false_negative": 0.11919258992322329, "mask_rcnn/false_positive": 0.09854914546404193, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.5, "time": 0.6975406827405095, "total_loss": 1.3654191017794801} {"data_time": 0.010844915173947811, "eta_seconds": 29729.2411775589, "iteration": 227579, "loss_fcos_cls": 0.18472268467303365, "loss_fcos_ctr": 0.613261510618031, "loss_fcos_loc": 0.15626890782732517, "loss_mask": 0.23597510159015656, "loss_maskiou": 0.004128882188524585, "loss_sem_seg": 0.17892228672280908, "lr": 0.001, "mask_rcnn/accuracy": 0.893369708994709, "mask_rcnn/false_negative": 0.07591108964266394, "mask_rcnn/false_positive": 0.1472947143692454, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.0, "time": 0.6964639611542225, "total_loss": 1.377435396956571} {"data_time": 0.01012303028255701, "eta_seconds": 29715.224892616272, "iteration": 227599, "loss_fcos_cls": 0.18141607858706266, "loss_fcos_ctr": 0.6165216090157628, "loss_fcos_loc": 0.15474463754799217, "loss_mask": 0.2359763013664633, "loss_maskiou": 0.004174742265604436, "loss_sem_seg": 0.18586380477063358, "lr": 0.001, "mask_rcnn/accuracy": 0.8906675170068028, "mask_rcnn/false_negative": 0.08782148372908954, "mask_rcnn/false_positive": 0.14304701190222469, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 33.5, "time": 0.71072440687567, "total_loss": 1.3771657850688825} {"data_time": 0.009024587459862232, "eta_seconds": 29709.081093781628, "iteration": 227619, "loss_fcos_cls": 0.183363180141896, "loss_fcos_ctr": 0.6118152784183621, "loss_fcos_loc": 0.14459515584167093, "loss_mask": 0.22829568199813366, "loss_maskiou": 0.003631505592238682, "loss_sem_seg": 0.17366447066888213, "lr": 0.001, "mask_rcnn/accuracy": 0.9177860368285244, "mask_rcnn/false_negative": 0.0892953524188624, "mask_rcnn/false_positive": 0.08676389034005513, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 22.25, "time": 0.6988905454054475, "total_loss": 1.330887101898952} {"data_time": 0.010985101573169231, "eta_seconds": 29692.502647387795, "iteration": 227639, "loss_fcos_cls": 0.19766950223129243, "loss_fcos_ctr": 0.6140521303750575, "loss_fcos_loc": 0.1659508605953306, "loss_mask": 0.24917868757620454, "loss_maskiou": 0.004985610190487932, "loss_sem_seg": 0.18245890736579895, "lr": 0.001, "mask_rcnn/accuracy": 0.8986387991490032, "mask_rcnn/false_negative": 0.08374156068782584, "mask_rcnn/false_positive": 0.10741563650222723, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 24.0, "time": 0.6881948355585337, "total_loss": 1.4082980701568886} {"data_time": 0.01064679678529501, "eta_seconds": 29681.041093693115, "iteration": 227659, "loss_fcos_cls": 0.19032518658787012, "loss_fcos_ctr": 0.6142704938538373, "loss_fcos_loc": 0.16858552570920438, "loss_mask": 0.25048596784472466, "loss_maskiou": 0.004191506603092421, "loss_sem_seg": 0.1902118104044348, "lr": 0.001, "mask_rcnn/accuracy": 0.8780711635303472, "mask_rcnn/false_negative": 0.07530930310773531, "mask_rcnn/false_positive": 0.15167066665088103, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 29.0, "time": 0.722428048029542, "total_loss": 1.43683045450598} {"data_time": 0.00992222037166357, "eta_seconds": 29664.46506315004, "iteration": 227679, "loss_fcos_cls": 0.19390854713856243, "loss_fcos_ctr": 0.6152371438220143, "loss_fcos_loc": 0.15966168127488345, "loss_mask": 0.24799829721450806, "loss_maskiou": 0.004184519697446376, "loss_sem_seg": 0.18415252189151943, "lr": 0.001, "mask_rcnn/accuracy": 0.8945746386362963, "mask_rcnn/false_negative": 0.07991516617504282, "mask_rcnn/false_positive": 0.13054382050774188, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 24.0, "time": 0.700505593791604, "total_loss": 1.3920942363038193} {"data_time": 0.010323802009224892, "eta_seconds": 29627.10906005837, "iteration": 227699, "loss_fcos_cls": 0.17126987082883716, "loss_fcos_ctr": 0.6122004231438041, "loss_fcos_loc": 0.15484151523560286, "loss_mask": 0.22969731409102678, "loss_maskiou": 0.004515298705882742, "loss_sem_seg": 0.17295648017898202, "lr": 0.001, "mask_rcnn/accuracy": 0.8987207136143931, "mask_rcnn/false_negative": 0.08738480530792306, "mask_rcnn/false_positive": 0.12875191993698004, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.6860662065446377, "total_loss": 1.3458791086522979} {"data_time": 0.010958841070532799, "eta_seconds": 29613.10130182095, "iteration": 227719, "loss_fcos_cls": 0.1957967800553888, "loss_fcos_ctr": 0.6144300596788526, "loss_fcos_loc": 0.16206943814177066, "loss_mask": 0.24201163742691278, "loss_maskiou": 0.004297321167541668, "loss_sem_seg": 0.17651173169724643, "lr": 0.001, "mask_rcnn/accuracy": 0.920062303767661, "mask_rcnn/false_negative": 0.07316404224472553, "mask_rcnn/false_positive": 0.09943754688165324, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 29.5, "time": 0.7175325090065598, "total_loss": 1.4043307205865858} {"data_time": 0.01061294972896576, "eta_seconds": 29611.47395598516, "iteration": 227739, "loss_fcos_cls": 0.1902210561092943, "loss_fcos_ctr": 0.6137404507026076, "loss_fcos_loc": 0.1619625169551, "loss_mask": 0.24353952705860138, "loss_maskiou": 0.004193607594061177, "loss_sem_seg": 0.19055032171308994, "lr": 0.001, "mask_rcnn/accuracy": 0.9057078963398485, "mask_rcnn/false_negative": 0.08818589252601164, "mask_rcnn/false_positive": 0.10538442103316974, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 21.25, "time": 0.7031269576400518, "total_loss": 1.409738254151307} {"data_time": 0.009440477937459946, "eta_seconds": 29579.237619430758, "iteration": 227759, "loss_fcos_cls": 0.18981067463755608, "loss_fcos_ctr": 0.6140143973752856, "loss_fcos_loc": 0.15542658069171011, "loss_mask": 0.2471697642467916, "loss_maskiou": 0.004211509203742025, "loss_sem_seg": 0.19067359762266278, "lr": 0.001, "mask_rcnn/accuracy": 0.8953794039130282, "mask_rcnn/false_negative": 0.09660365812566457, "mask_rcnn/false_positive": 0.11419173910983864, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.5, "time": 0.6978675052523613, "total_loss": 1.3866321950699785} {"data_time": 0.009713762439787388, "eta_seconds": 29576.52521655336, "iteration": 227779, "loss_fcos_cls": 0.18735831952653825, "loss_fcos_ctr": 0.615951837040484, "loss_fcos_loc": 0.16666701040230691, "loss_mask": 0.23363205324858427, "loss_maskiou": 0.0040808360135997646, "loss_sem_seg": 0.1935140360146761, "lr": 0.001, "mask_rcnn/accuracy": 0.9146469265236111, "mask_rcnn/false_negative": 0.07354244105826505, "mask_rcnn/false_positive": 0.09512998104933651, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.75, "time": 0.7123301634564996, "total_loss": 1.3982455989571463} {"data_time": 0.009897653013467789, "eta_seconds": 29579.94320817478, "iteration": 227799, "loss_fcos_cls": 0.18936424818821251, "loss_fcos_ctr": 0.6118141431361437, "loss_fcos_loc": 0.15858794329687953, "loss_mask": 0.2452624598518014, "loss_maskiou": 0.00447766429897456, "loss_sem_seg": 0.17847094987519085, "lr": 0.001, "mask_rcnn/accuracy": 0.8874265615337044, "mask_rcnn/false_negative": 0.08148490876504114, "mask_rcnn/false_positive": 0.14630357876344585, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.0, "time": 0.7064159652218223, "total_loss": 1.3962943694241403} {"data_time": 0.010277745313942432, "eta_seconds": 29560.963379452936, "iteration": 227819, "loss_fcos_cls": 0.18628949840785936, "loss_fcos_ctr": 0.6150036174803972, "loss_fcos_loc": 0.16443827835610136, "loss_mask": 0.24829930579289794, "loss_maskiou": 0.004554892046144232, "loss_sem_seg": 0.18500122474506497, "lr": 0.001, "mask_rcnn/accuracy": 0.9090390342739967, "mask_rcnn/false_negative": 0.08506794070242911, "mask_rcnn/false_positive": 0.10284603131049312, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.75, "time": 0.7033222392201424, "total_loss": 1.4061791706481017} {"data_time": 0.009740225970745087, "eta_seconds": 29545.07169592008, "iteration": 227839, "loss_fcos_cls": 0.18009735899977386, "loss_fcos_ctr": 0.6135905841365457, "loss_fcos_loc": 0.15550383948720992, "loss_mask": 0.24703412409871817, "loss_maskiou": 0.0039348290374618955, "loss_sem_seg": 0.18868072342593223, "lr": 0.001, "mask_rcnn/accuracy": 0.8933998288756496, "mask_rcnn/false_negative": 0.07934140271601756, "mask_rcnn/false_positive": 0.12376565988221652, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 20.5, "time": 0.6872265366837382, "total_loss": 1.3902564373511268} {"data_time": 0.010517106391489506, "eta_seconds": 29504.440646736883, "iteration": 227859, "loss_fcos_cls": 0.18577252828981727, "loss_fcos_ctr": 0.6124828509055078, "loss_fcos_loc": 0.15120698435930535, "loss_mask": 0.24364020861685276, "loss_maskiou": 0.004529287629338796, "loss_sem_seg": 0.1825737429317087, "lr": 0.001, "mask_rcnn/accuracy": 0.8968241957800069, "mask_rcnn/false_negative": 0.09719972403495103, "mask_rcnn/false_positive": 0.12063185686157821, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 31.25, "time": 0.6814243718981743, "total_loss": 1.3852511875302298} {"data_time": 0.009635459631681442, "eta_seconds": 29495.207683720626, "iteration": 227879, "loss_fcos_cls": 0.19102890556678176, "loss_fcos_ctr": 0.613813023082912, "loss_fcos_loc": 0.16808629652950913, "loss_mask": 0.24828240973874927, "loss_maskiou": 0.004734488196845632, "loss_sem_seg": 0.1608727021375671, "lr": 0.001, "mask_rcnn/accuracy": 0.8872671227581942, "mask_rcnn/false_negative": 0.102750894850647, "mask_rcnn/false_positive": 0.11467908533054692, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.25, "time": 0.7065378371626139, "total_loss": 1.372381370572839} {"data_time": 0.00964891817420721, "eta_seconds": 29402.905883415602, "iteration": 227899, "loss_fcos_cls": 0.19736869324697182, "loss_fcos_ctr": 0.6153020663186908, "loss_fcos_loc": 0.15829899883829057, "loss_mask": 0.2321407631970942, "loss_maskiou": 0.00426054022682365, "loss_sem_seg": 0.18762552505359054, "lr": 0.001, "mask_rcnn/accuracy": 0.8880981369820655, "mask_rcnn/false_negative": 0.1044878984096615, "mask_rcnn/false_positive": 0.13456394935268173, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.25, "time": 0.6859580427408218, "total_loss": 1.417105185380933} {"data_time": 0.011072706431150436, "eta_seconds": 29353.288009137847, "iteration": 227919, "loss_fcos_cls": 0.19287434313446283, "loss_fcos_ctr": 0.6125493803992867, "loss_fcos_loc": 0.1501897572306916, "loss_mask": 0.22785320784896612, "loss_maskiou": 0.003880876843140868, "loss_sem_seg": 0.1817777156829834, "lr": 0.001, "mask_rcnn/accuracy": 0.9075924429177612, "mask_rcnn/false_negative": 0.07643657994838854, "mask_rcnn/false_positive": 0.12429096227535034, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 33.75, "time": 0.6746651493012905, "total_loss": 1.3506715523872117} {"data_time": 0.009234527125954628, "eta_seconds": 29315.354155680165, "iteration": 227939, "loss_fcos_cls": 0.19148242438677698, "loss_fcos_ctr": 0.6129135373048484, "loss_fcos_loc": 0.15048921055858955, "loss_mask": 0.2314760792069137, "loss_maskiou": 0.004022342225653119, "loss_sem_seg": 0.18461389280855656, "lr": 0.001, "mask_rcnn/accuracy": 0.8835276967930029, "mask_rcnn/false_negative": 0.09871197821143149, "mask_rcnn/false_positive": 0.12303312812267791, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.0, "time": 0.6967737125232816, "total_loss": 1.377225143740361} {"data_time": 0.009841706603765488, "eta_seconds": 29293.228485404514, "iteration": 227959, "loss_fcos_cls": 0.19202892552129924, "loss_fcos_ctr": 0.615679819136858, "loss_fcos_loc": 0.16646265133749694, "loss_mask": 0.24649483943358064, "loss_maskiou": 0.004355387616669759, "loss_sem_seg": 0.18333889276254922, "lr": 0.001, "mask_rcnn/accuracy": 0.903926749271137, "mask_rcnn/false_negative": 0.08309564206026943, "mask_rcnn/false_positive": 0.11155650338598816, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 35.5, "time": 0.7088623456656933, "total_loss": 1.4181671306105272} {"data_time": 0.009409576654434204, "eta_seconds": 29244.909376577474, "iteration": 227979, "loss_fcos_cls": 0.18026306992396712, "loss_fcos_ctr": 0.611045902594924, "loss_fcos_loc": 0.1578894543927163, "loss_mask": 0.23496710881590843, "loss_maskiou": 0.003942815525078913, "loss_sem_seg": 0.18516712088603526, "lr": 0.001, "mask_rcnn/accuracy": 0.8884636849724366, "mask_rcnn/false_negative": 0.08449331306632676, "mask_rcnn/false_positive": 0.12974238291567292, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 33.0, "time": 0.6773665556684136, "total_loss": 1.3874420993961394} {"data_time": 0.009777740575373173, "eta_seconds": 29230.99018884916, "iteration": 227999, "loss_fcos_cls": 0.1892487092409283, "loss_fcos_ctr": 0.613644003868103, "loss_fcos_loc": 0.1557075798191363, "loss_mask": 0.22921480936929584, "loss_maskiou": 0.004042515727633145, "loss_sem_seg": 0.17994352569803596, "lr": 0.001, "mask_rcnn/accuracy": 0.8929978392323112, "mask_rcnn/false_negative": 0.10092971921162089, "mask_rcnn/false_positive": 0.11395005507168585, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 41.25, "time": 0.6735500888898969, "total_loss": 1.3966898980070255} {"data_time": 0.010310881771147251, "eta_seconds": 29201.995299078524, "iteration": 228019, "loss_fcos_cls": 0.1969827541615814, "loss_fcos_ctr": 0.6166673572733998, "loss_fcos_loc": 0.16638171975500882, "loss_mask": 0.24276454327628016, "loss_maskiou": 0.004494217741012108, "loss_sem_seg": 0.19683209178037941, "lr": 0.001, "mask_rcnn/accuracy": 0.8825873687084804, "mask_rcnn/false_negative": 0.09130295820679524, "mask_rcnn/false_positive": 0.13905910113671038, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.6945571843534708, "total_loss": 1.4053527476426098} {"data_time": 0.00982550997287035, "eta_seconds": 29182.397656833753, "iteration": 228039, "loss_fcos_cls": 0.17893182186526246, "loss_fcos_ctr": 0.6125062443315983, "loss_fcos_loc": 0.1558858313364908, "loss_mask": 0.235232871491462, "loss_maskiou": 0.004078977806784678, "loss_sem_seg": 0.18546856567263603, "lr": 0.001, "mask_rcnn/accuracy": 0.8969311938061938, "mask_rcnn/false_negative": 0.08997247083995803, "mask_rcnn/false_positive": 0.10979138291025303, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.25, "time": 0.6928222747519612, "total_loss": 1.3888006265624426} {"data_time": 0.009704972617328167, "eta_seconds": 29168.48836122267, "iteration": 228059, "loss_fcos_cls": 0.19350257865153253, "loss_fcos_ctr": 0.6143474420532584, "loss_fcos_loc": 0.1631565212737769, "loss_mask": 0.24755459232255816, "loss_maskiou": 0.004321361979236826, "loss_sem_seg": 0.1769264955073595, "lr": 0.001, "mask_rcnn/accuracy": 0.8998235763377516, "mask_rcnn/false_negative": 0.09492936886113307, "mask_rcnn/false_positive": 0.13432466544290023, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.5, "time": 0.7055419981479645, "total_loss": 1.3954537404497387} {"data_time": 0.009876322001218796, "eta_seconds": 29112.180809654295, "iteration": 228079, "loss_fcos_cls": 0.18776153749786317, "loss_fcos_ctr": 0.6120311385020614, "loss_fcos_loc": 0.15032089210581034, "loss_mask": 0.23294754978269339, "loss_maskiou": 0.004147608719904383, "loss_sem_seg": 0.17841920629143715, "lr": 0.001, "mask_rcnn/accuracy": 0.8862160284906042, "mask_rcnn/false_negative": 0.09049197267384539, "mask_rcnn/false_positive": 0.1449995390708243, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 35.25, "time": 0.6963230539113283, "total_loss": 1.3869879187404877} {"data_time": 0.01151388231664896, "eta_seconds": 29131.831020883285, "iteration": 228099, "loss_fcos_cls": 0.19949177419766784, "loss_fcos_ctr": 0.614210793748498, "loss_fcos_loc": 0.15489464974962175, "loss_mask": 0.2411756655201316, "loss_maskiou": 0.003921381612599362, "loss_sem_seg": 0.20702055434230715, "lr": 0.001, "mask_rcnn/accuracy": 0.897677510598248, "mask_rcnn/false_negative": 0.09879280681190675, "mask_rcnn/false_positive": 0.10635094511558252, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.0, "time": 0.7018517339602113, "total_loss": 1.4104641992307734} {"data_time": 0.010251094587147236, "eta_seconds": 29135.549369110726, "iteration": 228119, "loss_fcos_cls": 0.18372295575682074, "loss_fcos_ctr": 0.6132142804563046, "loss_fcos_loc": 0.1605941152665764, "loss_mask": 0.23790015187114477, "loss_maskiou": 0.0044323970596451545, "loss_sem_seg": 0.19236484076827765, "lr": 0.001, "mask_rcnn/accuracy": 0.8991688937479754, "mask_rcnn/false_negative": 0.09677091485687378, "mask_rcnn/false_positive": 0.11921367861154722, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 27.5, "time": 0.6996677620336413, "total_loss": 1.3859698982178088} {"data_time": 0.010707373730838299, "eta_seconds": 29121.635876419954, "iteration": 228139, "loss_fcos_cls": 0.1781272771258955, "loss_fcos_ctr": 0.6124555999413133, "loss_fcos_loc": 0.15794459322933108, "loss_mask": 0.22941411240026355, "loss_maskiou": 0.004068711328727659, "loss_sem_seg": 0.18428824516013265, "lr": 0.001, "mask_rcnn/accuracy": 0.9059490243465808, "mask_rcnn/false_negative": 0.08332182447933131, "mask_rcnn/false_positive": 0.11172482881809391, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 26.0, "time": 0.708137895911932, "total_loss": 1.3633625277871033} {"data_time": 0.01020484883338213, "eta_seconds": 29102.01212995872, "iteration": 228159, "loss_fcos_cls": 0.18785441177897155, "loss_fcos_ctr": 0.6149386558681726, "loss_fcos_loc": 0.15506326872855425, "loss_mask": 0.23813011404126883, "loss_maskiou": 0.004096069773368072, "loss_sem_seg": 0.16155987093225121, "lr": 0.001, "mask_rcnn/accuracy": 0.8922849334782675, "mask_rcnn/false_negative": 0.09294670118765579, "mask_rcnn/false_positive": 0.13006219399742117, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.5, "time": 0.6630618898198009, "total_loss": 1.3623274148267228} {"data_time": 0.010323171503841877, "eta_seconds": 29065.241746472195, "iteration": 228179, "loss_fcos_cls": 0.18518783967010677, "loss_fcos_ctr": 0.6155316727235913, "loss_fcos_loc": 0.16348841786384583, "loss_mask": 0.24280014913529158, "loss_maskiou": 0.0037413312329590553, "loss_sem_seg": 0.19223812269046903, "lr": 0.001, "mask_rcnn/accuracy": 0.8997421280129005, "mask_rcnn/false_negative": 0.08586927490625665, "mask_rcnn/false_positive": 0.12678214845184962, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 27.25, "time": 0.6873589418828487, "total_loss": 1.3945233110134723} {"data_time": 0.009733985178172588, "eta_seconds": 29051.34191540815, "iteration": 228199, "loss_fcos_cls": 0.1935575472889468, "loss_fcos_ctr": 0.6157153258100152, "loss_fcos_loc": 0.16579240071587265, "loss_mask": 0.2408738466911018, "loss_maskiou": 0.004206985438941047, "loss_sem_seg": 0.17936012637801468, "lr": 0.001, "mask_rcnn/accuracy": 0.9011185538365029, "mask_rcnn/false_negative": 0.08602567715491363, "mask_rcnn/false_positive": 0.11971569726585216, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 26.75, "time": 0.708319304510951, "total_loss": 1.3979254826845136} {"data_time": 0.010315170511603355, "eta_seconds": 28996.09439694509, "iteration": 228219, "loss_fcos_cls": 0.194422748638317, "loss_fcos_ctr": 0.6135456347838044, "loss_fcos_loc": 0.1540288059040904, "loss_mask": 0.23328229505568743, "loss_maskiou": 0.004245061965775676, "loss_sem_seg": 0.17848749365657568, "lr": 0.001, "mask_rcnn/accuracy": 0.9119965280271152, "mask_rcnn/false_negative": 0.07959984436630547, "mask_rcnn/false_positive": 0.10611445185214324, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.0, "time": 0.688764089718461, "total_loss": 1.3977334407099988} {"data_time": 0.010900105349719524, "eta_seconds": 29023.54225328006, "iteration": 228239, "loss_fcos_cls": 0.182554955012165, "loss_fcos_ctr": 0.6138371508568525, "loss_fcos_loc": 0.15729621436912566, "loss_mask": 0.23710206616669893, "loss_maskiou": 0.004422422171046492, "loss_sem_seg": 0.18985117226839066, "lr": 0.001, "mask_rcnn/accuracy": 0.8942786710643853, "mask_rcnn/false_negative": 0.10082247326404814, "mask_rcnn/false_positive": 0.11683738622426337, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 29.25, "time": 0.6950314287096262, "total_loss": 1.3793771877717518} {"data_time": 0.009244594722986221, "eta_seconds": 29029.395405111834, "iteration": 228259, "loss_fcos_cls": 0.18292756500886753, "loss_fcos_ctr": 0.6128039984032512, "loss_fcos_loc": 0.15595523023512214, "loss_mask": 0.2328782007098198, "loss_maskiou": 0.004154022302827798, "loss_sem_seg": 0.17384142754599452, "lr": 0.001, "mask_rcnn/accuracy": 0.8917956785517945, "mask_rcnn/false_negative": 0.07873167130038344, "mask_rcnn/false_positive": 0.1440255261839044, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 27.25, "time": 0.7066734582185745, "total_loss": 1.383051227476244} {"data_time": 0.010241145268082619, "eta_seconds": 29019.63205252122, "iteration": 228279, "loss_fcos_cls": 0.18481460108887404, "loss_fcos_ctr": 0.6143687628209591, "loss_fcos_loc": 0.16541804489679635, "loss_mask": 0.24761285725980997, "loss_maskiou": 0.004103969065909041, "loss_sem_seg": 0.16873650485649705, "lr": 0.001, "mask_rcnn/accuracy": 0.888195206826207, "mask_rcnn/false_negative": 0.10558282697615659, "mask_rcnn/false_positive": 0.12172168238278885, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 36.25, "time": 0.6919069895520806, "total_loss": 1.3835654816648457} {"data_time": 0.011208616197109222, "eta_seconds": 29005.720769449137, "iteration": 228299, "loss_fcos_cls": 0.19057337334379554, "loss_fcos_ctr": 0.6149888001382351, "loss_fcos_loc": 0.15879279738874175, "loss_mask": 0.2530774655751884, "loss_maskiou": 0.00447587627422763, "loss_sem_seg": 0.17192375659942627, "lr": 0.001, "mask_rcnn/accuracy": 0.8874194414607949, "mask_rcnn/false_negative": 0.0787933025997513, "mask_rcnn/false_positive": 0.15757162903270067, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 27.5, "time": 0.705581383779645, "total_loss": 1.3865196866790939} {"data_time": 0.009489902295172215, "eta_seconds": 28990.721793233417, "iteration": 228319, "loss_fcos_cls": 0.18414109898731112, "loss_fcos_ctr": 0.6117709744721651, "loss_fcos_loc": 0.16125937271863222, "loss_mask": 0.24851745599880815, "loss_maskiou": 0.004035191004732042, "loss_sem_seg": 0.17322887131012976, "lr": 0.001, "mask_rcnn/accuracy": 0.9296444768383544, "mask_rcnn/false_negative": 0.05982153102758522, "mask_rcnn/false_positive": 0.09675112888714892, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 22.25, "time": 0.6957377186045051, "total_loss": 1.372977196937427} {"data_time": 0.009642050601541996, "eta_seconds": 28973.7582226675, "iteration": 228339, "loss_fcos_cls": 0.1867271119263023, "loss_fcos_ctr": 0.6161704347468913, "loss_fcos_loc": 0.1623744920361787, "loss_mask": 0.2514082230627537, "loss_maskiou": 0.004835983087104978, "loss_sem_seg": 0.20005163899622858, "lr": 0.001, "mask_rcnn/accuracy": 0.9057359565899938, "mask_rcnn/false_negative": 0.07413761347413607, "mask_rcnn/false_positive": 0.1355129968815249, "roi_head/num_bg_samples": 39.25, "roi_head/num_fg_samples": 24.0, "time": 0.6876060701906681, "total_loss": 1.3990949493436347} {"data_time": 0.01037174928933382, "eta_seconds": 28962.90027091559, "iteration": 228359, "loss_fcos_cls": 0.19182834378443658, "loss_fcos_ctr": 0.6106495221611112, "loss_fcos_loc": 0.15436605142895132, "loss_mask": 0.23820131598040462, "loss_maskiou": 0.004046804009703919, "loss_sem_seg": 0.16349707369226962, "lr": 0.001, "mask_rcnn/accuracy": 0.895561121833039, "mask_rcnn/false_negative": 0.08400841539338899, "mask_rcnn/false_positive": 0.11536315905872296, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 33.75, "time": 0.699290613643825, "total_loss": 1.3543152528072824} {"data_time": 0.010212494060397148, "eta_seconds": 28978.09497204423, "iteration": 228379, "loss_fcos_cls": 0.18611570121720433, "loss_fcos_ctr": 0.6138532590121031, "loss_fcos_loc": 0.16265414009103552, "loss_mask": 0.23951954254880548, "loss_maskiou": 0.004153009322180878, "loss_sem_seg": 0.1769631407223642, "lr": 0.001, "mask_rcnn/accuracy": 0.8941364731579895, "mask_rcnn/false_negative": 0.09513059455171949, "mask_rcnn/false_positive": 0.12199076086311876, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 33.5, "time": 0.7108233515173197, "total_loss": 1.4023197985443403} {"data_time": 0.009408787824213505, "eta_seconds": 28967.73811658565, "iteration": 228399, "loss_fcos_cls": 0.19571154681034386, "loss_fcos_ctr": 0.6148337200284004, "loss_fcos_loc": 0.16347501438576728, "loss_mask": 0.2373474515043199, "loss_maskiou": 0.0044262727024033666, "loss_sem_seg": 0.1649704803712666, "lr": 0.001, "mask_rcnn/accuracy": 0.8944849368318756, "mask_rcnn/false_negative": 0.07742737417503177, "mask_rcnn/false_positive": 0.12770228806338987, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.75, "time": 0.6973867313936353, "total_loss": 1.393944520412333} {"data_time": 0.009225438348948956, "eta_seconds": 28945.77824062761, "iteration": 228419, "loss_fcos_cls": 0.1829565775115043, "loss_fcos_ctr": 0.6138991042971611, "loss_fcos_loc": 0.16857644717674702, "loss_mask": 0.24286054354161024, "loss_maskiou": 0.004477498992855544, "loss_sem_seg": 0.18820751132443547, "lr": 0.001, "mask_rcnn/accuracy": 0.8893018199668626, "mask_rcnn/false_negative": 0.09815335781104692, "mask_rcnn/false_positive": 0.1313688275722294, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.25, "time": 0.6964396415278316, "total_loss": 1.4133049992269662} {"data_time": 0.009158958680927753, "eta_seconds": 28938.35999307502, "iteration": 228439, "loss_fcos_cls": 0.1933306206483394, "loss_fcos_ctr": 0.6115820035338402, "loss_fcos_loc": 0.15498598269186914, "loss_mask": 0.24116789270192385, "loss_maskiou": 0.004060448174641351, "loss_sem_seg": 0.17736332048662007, "lr": 0.001, "mask_rcnn/accuracy": 0.8920496626069783, "mask_rcnn/false_negative": 0.07131305273428616, "mask_rcnn/false_positive": 0.13451668648988557, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.25, "time": 0.707755520939827, "total_loss": 1.3880155870915587} {"data_time": 0.009812330827116966, "eta_seconds": 28908.76880695671, "iteration": 228459, "loss_fcos_cls": 0.177449444134254, "loss_fcos_ctr": 0.612109949812293, "loss_fcos_loc": 0.15963229397311807, "loss_mask": 0.23858571518212557, "loss_maskiou": 0.004034067926113494, "loss_sem_seg": 0.1769989829044789, "lr": 0.001, "mask_rcnn/accuracy": 0.908536807580175, "mask_rcnn/false_negative": 0.08226240866822648, "mask_rcnn/false_positive": 0.09376779149678091, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 26.5, "time": 0.6821310548111796, "total_loss": 1.3483056798104371} {"data_time": 0.010259028524160385, "eta_seconds": 28908.471236497164, "iteration": 228479, "loss_fcos_cls": 0.18914518249221146, "loss_fcos_ctr": 0.6166625348851085, "loss_fcos_loc": 0.17023151827743277, "loss_mask": 0.23909147549420595, "loss_maskiou": 0.0041226141911465675, "loss_sem_seg": 0.18277701549232006, "lr": 0.001, "mask_rcnn/accuracy": 0.8800244398458683, "mask_rcnn/false_negative": 0.08919756713401922, "mask_rcnn/false_positive": 0.13369153904524697, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 24.5, "time": 0.7079301197081804, "total_loss": 1.419039203432476} {"data_time": 0.009894460439682007, "eta_seconds": 28907.43680780288, "iteration": 228499, "loss_fcos_cls": 0.18539730715565383, "loss_fcos_ctr": 0.612181942909956, "loss_fcos_loc": 0.1524681991431862, "loss_mask": 0.24976173555478454, "loss_maskiou": 0.004229562990076374, "loss_sem_seg": 0.18149371584877372, "lr": 0.001, "mask_rcnn/accuracy": 0.8848097769053175, "mask_rcnn/false_negative": 0.08467210341653207, "mask_rcnn/false_positive": 0.12278814534931175, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 33.0, "time": 0.7031399086117744, "total_loss": 1.3854795478473534} {"data_time": 0.010934891179203987, "eta_seconds": 28902.390673253685, "iteration": 228519, "loss_fcos_cls": 0.18918386567384005, "loss_fcos_ctr": 0.6134559190832078, "loss_fcos_loc": 0.15679321912466548, "loss_mask": 0.239992193877697, "loss_maskiou": 0.004352570143055345, "loss_sem_seg": 0.1843885127454996, "lr": 0.001, "mask_rcnn/accuracy": 0.888794798951049, "mask_rcnn/false_negative": 0.08294834056559658, "mask_rcnn/false_positive": 0.12608811383073795, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 34.25, "time": 0.6962410900741816, "total_loss": 1.4009870895315544} {"data_time": 0.010546974837779999, "eta_seconds": 28875.357477268204, "iteration": 228539, "loss_fcos_cls": 0.17982909874990582, "loss_fcos_ctr": 0.6153927408158779, "loss_fcos_loc": 0.1591756367997732, "loss_mask": 0.23571417201310396, "loss_maskiou": 0.004486815516429488, "loss_sem_seg": 0.17085582576692104, "lr": 0.001, "mask_rcnn/accuracy": 0.8984778646661157, "mask_rcnn/false_negative": 0.09492748734420106, "mask_rcnn/false_positive": 0.1371378065747057, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.25, "time": 0.6993131125345826, "total_loss": 1.370870193495648} {"data_time": 0.010504874400794506, "eta_seconds": 28856.326417380013, "iteration": 228559, "loss_fcos_cls": 0.20217714726459235, "loss_fcos_ctr": 0.6151287211105227, "loss_fcos_loc": 0.16357716952916235, "loss_mask": 0.241907624527812, "loss_maskiou": 0.004768693084770348, "loss_sem_seg": 0.1846212982200086, "lr": 0.001, "mask_rcnn/accuracy": 0.9090650733977801, "mask_rcnn/false_negative": 0.07381271053962776, "mask_rcnn/false_positive": 0.11716633280559818, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 27.5, "time": 0.690462582744658, "total_loss": 1.3998220724461135} {"data_time": 0.010338487103581429, "eta_seconds": 28854.880626470782, "iteration": 228579, "loss_fcos_cls": 0.18745232152286917, "loss_fcos_ctr": 0.6120090577751398, "loss_fcos_loc": 0.15861836750991642, "loss_mask": 0.24200839828699827, "loss_maskiou": 0.004439374382855021, "loss_sem_seg": 0.20293861022219062, "lr": 0.001, "mask_rcnn/accuracy": 0.9061520065984352, "mask_rcnn/false_negative": 0.09033074539807454, "mask_rcnn/false_positive": 0.09321605061293872, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 23.5, "time": 0.7071964060887694, "total_loss": 1.3837764953277656} {"data_time": 0.009379536844789982, "eta_seconds": 28837.782011996023, "iteration": 228599, "loss_fcos_cls": 0.1852386292302981, "loss_fcos_ctr": 0.610742449760437, "loss_fcos_loc": 0.15373030051705427, "loss_mask": 0.24324964312836528, "loss_maskiou": 0.004682119615608826, "loss_sem_seg": 0.18369196658022702, "lr": 0.001, "mask_rcnn/accuracy": 0.9049395799986661, "mask_rcnn/false_negative": 0.06955751023784601, "mask_rcnn/false_positive": 0.12053593376799701, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.704211875796318, "total_loss": 1.3964083174068946} {"data_time": 0.010543806478381157, "eta_seconds": 28814.5470301779, "iteration": 228619, "loss_fcos_cls": 0.19405248085968196, "loss_fcos_ctr": 0.6165215848013759, "loss_fcos_loc": 0.16975164687028155, "loss_mask": 0.24422699958086014, "loss_maskiou": 0.004335808909672778, "loss_sem_seg": 0.18644803436473012, "lr": 0.001, "mask_rcnn/accuracy": 0.9017199141561387, "mask_rcnn/false_negative": 0.07213646850897257, "mask_rcnn/false_positive": 0.13240079597210008, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 23.25, "time": 0.6935174493119121, "total_loss": 1.4081304396986525} {"data_time": 0.010398627258837223, "eta_seconds": 28813.083160509355, "iteration": 228639, "loss_fcos_cls": 0.17938179086195305, "loss_fcos_ctr": 0.6153672831133008, "loss_fcos_loc": 0.15562835684977472, "loss_mask": 0.24587003514170647, "loss_maskiou": 0.004678374622017145, "loss_sem_seg": 0.18102696212008595, "lr": 0.001, "mask_rcnn/accuracy": 0.908640988040786, "mask_rcnn/false_negative": 0.09198213181613599, "mask_rcnn/false_positive": 0.09226183469953009, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.75, "time": 0.7112601548433304, "total_loss": 1.3800054140228895} {"data_time": 0.00976715236902237, "eta_seconds": 28785.17698019091, "iteration": 228659, "loss_fcos_cls": 0.17987590466509573, "loss_fcos_ctr": 0.6146060498431325, "loss_fcos_loc": 0.1536206629825756, "loss_mask": 0.2257059938274324, "loss_maskiou": 0.0037453047225426417, "loss_sem_seg": 0.1640788910444826, "lr": 0.001, "mask_rcnn/accuracy": 0.9005205460562604, "mask_rcnn/false_negative": 0.0900478018586516, "mask_rcnn/false_positive": 0.10376660363622012, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.25, "time": 0.7113829515874386, "total_loss": 1.359112748534244} {"data_time": 0.010853434912860394, "eta_seconds": 28785.218183201738, "iteration": 228679, "loss_fcos_cls": 0.1864333611447364, "loss_fcos_ctr": 0.6134622525423765, "loss_fcos_loc": 0.15628581622149795, "loss_mask": 0.23688508523628116, "loss_maskiou": 0.00398428579501342, "loss_sem_seg": 0.18430942576378584, "lr": 0.001, "mask_rcnn/accuracy": 0.908802386416414, "mask_rcnn/false_negative": 0.07654909737106597, "mask_rcnn/false_positive": 0.11285597563716092, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 26.0, "time": 0.7214080654084682, "total_loss": 1.3782703587348806} {"data_time": 0.010939272120594978, "eta_seconds": 28792.762108828872, "iteration": 228699, "loss_fcos_cls": 0.19900425791274756, "loss_fcos_ctr": 0.6162474500015378, "loss_fcos_loc": 0.16765454271808267, "loss_mask": 0.24360437132418156, "loss_maskiou": 0.004363556610769592, "loss_sem_seg": 0.19202559255063534, "lr": 0.001, "mask_rcnn/accuracy": 0.8905642614188533, "mask_rcnn/false_negative": 0.10216624360599422, "mask_rcnn/false_positive": 0.148888753481682, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 30.0, "time": 0.7024486754089594, "total_loss": 1.4142393855581759} {"data_time": 0.01035841554403305, "eta_seconds": 28767.550834300928, "iteration": 228719, "loss_fcos_cls": 0.1808169562718831, "loss_fcos_ctr": 0.6156897509936243, "loss_fcos_loc": 0.15724755864357576, "loss_mask": 0.23270533652976155, "loss_maskiou": 0.004108446519239806, "loss_sem_seg": 0.1783817030955106, "lr": 0.001, "mask_rcnn/accuracy": 0.907190133516093, "mask_rcnn/false_negative": 0.06050643926561324, "mask_rcnn/false_positive": 0.08548811918462845, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 30.25, "time": 0.692341411486268, "total_loss": 1.386313941082335} {"data_time": 0.009767667390406132, "eta_seconds": 28759.592039788142, "iteration": 228739, "loss_fcos_cls": 0.18206169828772545, "loss_fcos_ctr": 0.6126641910523176, "loss_fcos_loc": 0.15550456137862056, "loss_mask": 0.23912728717550635, "loss_maskiou": 0.004047758455271833, "loss_sem_seg": 0.17612909548915923, "lr": 0.001, "mask_rcnn/accuracy": 0.8810298012565188, "mask_rcnn/false_negative": 0.10047448904963285, "mask_rcnn/false_positive": 0.15433748916342882, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.25, "time": 0.7045847615227103, "total_loss": 1.388938625710125} {"data_time": 0.011172722093760967, "eta_seconds": 28735.167757663876, "iteration": 228759, "loss_fcos_cls": 0.19336195627693087, "loss_fcos_ctr": 0.6149602765217423, "loss_fcos_loc": 0.16464982670731843, "loss_mask": 0.24990422977134585, "loss_maskiou": 0.0046986806992208585, "loss_sem_seg": 0.1624891043175012, "lr": 0.001, "mask_rcnn/accuracy": 0.9028965854932971, "mask_rcnn/false_negative": 0.08084973523927103, "mask_rcnn/false_positive": 0.10727062319188417, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 30.5, "time": 0.6941404854878783, "total_loss": 1.3901807129514054} {"data_time": 0.00953033659607172, "eta_seconds": 28715.555739932694, "iteration": 228779, "loss_fcos_cls": 0.20202528475783765, "loss_fcos_ctr": 0.6158162700012326, "loss_fcos_loc": 0.16933021967997774, "loss_mask": 0.25712405145168304, "loss_maskiou": 0.004924029562971555, "loss_sem_seg": 0.1702492875047028, "lr": 0.001, "mask_rcnn/accuracy": 0.8915770112392783, "mask_rcnn/false_negative": 0.11217810878921328, "mask_rcnn/false_positive": 0.10758926564881524, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 27.0, "time": 0.7006719745695591, "total_loss": 1.4226605167932576} {"data_time": 0.010865719057619572, "eta_seconds": 28694.28145536594, "iteration": 228799, "loss_fcos_cls": 0.1791167133487761, "loss_fcos_ctr": 0.6138676451519132, "loss_fcos_loc": 0.16382674546912313, "loss_mask": 0.23897932190448046, "loss_maskiou": 0.004294590065001103, "loss_sem_seg": 0.20645617309492081, "lr": 0.001, "mask_rcnn/accuracy": 0.891171885420835, "mask_rcnn/false_negative": 0.11048408107980219, "mask_rcnn/false_positive": 0.09985536929883108, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 34.0, "time": 0.6859230054542422, "total_loss": 1.411491057202511} {"data_time": 0.011366037651896477, "eta_seconds": 28675.282406170852, "iteration": 228819, "loss_fcos_cls": 0.1789475940167904, "loss_fcos_ctr": 0.6136069907806814, "loss_fcos_loc": 0.1563965262612328, "loss_mask": 0.23944317363202572, "loss_maskiou": 0.004520540262092254, "loss_sem_seg": 0.1827029634732753, "lr": 0.001, "mask_rcnn/accuracy": 0.8878683895626533, "mask_rcnn/false_negative": 0.11329364484112103, "mask_rcnn/false_positive": 0.1346569846384373, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 21.75, "time": 0.6949141239747405, "total_loss": 1.399756860024354} {"data_time": 0.01010177843272686, "eta_seconds": 28659.84542419482, "iteration": 228839, "loss_fcos_cls": 0.18052146502304822, "loss_fcos_ctr": 0.6132922824472189, "loss_fcos_loc": 0.15833707666024566, "loss_mask": 0.25204798532649875, "loss_maskiou": 0.004279877533917897, "loss_sem_seg": 0.18825736385770142, "lr": 0.001, "mask_rcnn/accuracy": 0.8923055213464697, "mask_rcnn/false_negative": 0.09564658701837614, "mask_rcnn/false_positive": 0.11016692684706263, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.75, "time": 0.688561555929482, "total_loss": 1.4044870352918224} {"data_time": 0.009774966165423393, "eta_seconds": 28662.70136674773, "iteration": 228859, "loss_fcos_cls": 0.1861968021839857, "loss_fcos_ctr": 0.6134485034272075, "loss_fcos_loc": 0.16583750071004033, "loss_mask": 0.25262229330837727, "loss_maskiou": 0.00403128312973422, "loss_sem_seg": 0.20775091368705034, "lr": 0.001, "mask_rcnn/accuracy": 0.8973084352586536, "mask_rcnn/false_negative": 0.09739078739730993, "mask_rcnn/false_positive": 0.09792171050818468, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 32.0, "time": 0.7119261361658573, "total_loss": 1.4202683266848908} {"data_time": 0.009726212359964848, "eta_seconds": 28668.239317129366, "iteration": 228879, "loss_fcos_cls": 0.19180132285691798, "loss_fcos_ctr": 0.6131626525893807, "loss_fcos_loc": 0.16324200853705406, "loss_mask": 0.2330771954730153, "loss_maskiou": 0.0038520816960954107, "loss_sem_seg": 0.19973758445121348, "lr": 0.001, "mask_rcnn/accuracy": 0.9154332305839001, "mask_rcnn/false_negative": 0.07753611311150914, "mask_rcnn/false_positive": 0.09729545955030278, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 23.0, "time": 0.7207729537039995, "total_loss": 1.3853314278749167} {"data_time": 0.009814352728426456, "eta_seconds": 28681.737244475633, "iteration": 228899, "loss_fcos_cls": 0.191066823201254, "loss_fcos_ctr": 0.6156683145090938, "loss_fcos_loc": 0.15681232057977468, "loss_mask": 0.2401265548542142, "loss_maskiou": 0.004405747160490137, "loss_sem_seg": 0.1821097075007856, "lr": 0.001, "mask_rcnn/accuracy": 0.901082548403977, "mask_rcnn/false_negative": 0.09776800422074669, "mask_rcnn/false_positive": 0.1043077118514919, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 23.5, "time": 0.7108651734888554, "total_loss": 1.4020605411060387} {"data_time": 0.010627334006130695, "eta_seconds": 28691.38387670461, "iteration": 228919, "loss_fcos_cls": 0.170140030561015, "loss_fcos_ctr": 0.6090027671307325, "loss_fcos_loc": 0.14621290494687855, "loss_mask": 0.23423537611961365, "loss_maskiou": 0.0041439657943556085, "loss_sem_seg": 0.16804837272502482, "lr": 0.001, "mask_rcnn/accuracy": 0.9155997555272108, "mask_rcnn/false_negative": 0.06750814349225177, "mask_rcnn/false_positive": 0.1187327956508459, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 26.25, "time": 0.6754185110330582, "total_loss": 1.3406423084779817} {"data_time": 0.009846926666796207, "eta_seconds": 28722.348625296727, "iteration": 228939, "loss_fcos_cls": 0.1912290840409696, "loss_fcos_ctr": 0.612565666437149, "loss_fcos_loc": 0.15527126018423587, "loss_mask": 0.23507371917366982, "loss_maskiou": 0.00414285418446525, "loss_sem_seg": 0.17386802239343524, "lr": 0.001, "mask_rcnn/accuracy": 0.90400286717251, "mask_rcnn/false_negative": 0.0817458163094661, "mask_rcnn/false_positive": 0.13794095253207425, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.0, "time": 0.7076835995540023, "total_loss": 1.3808451584263821} {"data_time": 0.009557845070958138, "eta_seconds": 28652.972546261735, "iteration": 228959, "loss_fcos_cls": 0.1864484799443744, "loss_fcos_ctr": 0.6128025585785508, "loss_fcos_loc": 0.15638543106615543, "loss_mask": 0.24032806558534503, "loss_maskiou": 0.0045915534683445, "loss_sem_seg": 0.1944496075157076, "lr": 0.001, "mask_rcnn/accuracy": 0.8916414221938775, "mask_rcnn/false_negative": 0.0954378519513236, "mask_rcnn/false_positive": 0.11631669085497558, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.5, "time": 0.685095950961113, "total_loss": 1.3914560773300764} {"data_time": 0.00952131673693657, "eta_seconds": 28697.73798628617, "iteration": 228979, "loss_fcos_cls": 0.19064677483402193, "loss_fcos_ctr": 0.6165089849382639, "loss_fcos_loc": 0.16363143711350858, "loss_mask": 0.2476423247717321, "loss_maskiou": 0.004185237281490117, "loss_sem_seg": 0.17522373609244823, "lr": 0.001, "mask_rcnn/accuracy": 0.8958012262128116, "mask_rcnn/false_negative": 0.08201338299186914, "mask_rcnn/false_positive": 0.12787237002005708, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 24.0, "time": 0.7081032553687692, "total_loss": 1.402095010096673} {"data_time": 0.010222905315458775, "eta_seconds": 28678.25419964455, "iteration": 228999, "loss_fcos_cls": 0.1897852424881421, "loss_fcos_ctr": 0.6131899105384946, "loss_fcos_loc": 0.15703625173773617, "loss_mask": 0.24087148997932673, "loss_maskiou": 0.004254109633620828, "loss_sem_seg": 0.18945310171693563, "lr": 0.001, "mask_rcnn/accuracy": 0.9102232142857143, "mask_rcnn/false_negative": 0.0787524375698139, "mask_rcnn/false_positive": 0.11407520187233519, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.0, "time": 0.6643876153975725, "total_loss": 1.3939255949662765} {"data_time": 0.010457541793584824, "eta_seconds": 28690.652991523035, "iteration": 229019, "loss_fcos_cls": 0.19765215658117086, "loss_fcos_ctr": 0.613286713603884, "loss_fcos_loc": 0.15926589036826044, "loss_mask": 0.246071414090693, "loss_maskiou": 0.004527268567471765, "loss_sem_seg": 0.18706014286726713, "lr": 0.001, "mask_rcnn/accuracy": 0.9003036929057338, "mask_rcnn/false_negative": 0.09615484707396471, "mask_rcnn/false_positive": 0.10771630817543673, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 32.75, "time": 0.715843035839498, "total_loss": 1.4119941601966275} {"data_time": 0.009462154470384121, "eta_seconds": 28676.651062340476, "iteration": 229039, "loss_fcos_cls": 0.18737188167870045, "loss_fcos_ctr": 0.614063223823905, "loss_fcos_loc": 0.16109727381262928, "loss_mask": 0.22716309828683734, "loss_maskiou": 0.004398630982905161, "loss_sem_seg": 0.17440283158794045, "lr": 0.001, "mask_rcnn/accuracy": 0.9155263279999382, "mask_rcnn/false_negative": 0.07608180512547812, "mask_rcnn/false_positive": 0.11645276551051378, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 24.0, "time": 0.6953742522746325, "total_loss": 1.3671263460346381} {"data_time": 0.009768446907401085, "eta_seconds": 28653.039106308483, "iteration": 229059, "loss_fcos_cls": 0.1807834292994812, "loss_fcos_ctr": 0.6121883192099631, "loss_fcos_loc": 0.15173734887503088, "loss_mask": 0.25053553050383925, "loss_maskiou": 0.004558065833407454, "loss_sem_seg": 0.1670763618312776, "lr": 0.001, "mask_rcnn/accuracy": 0.9030347260741223, "mask_rcnn/false_negative": 0.0766837101479252, "mask_rcnn/false_positive": 0.1101402029436851, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 21.0, "time": 0.6942051332443953, "total_loss": 1.3549487946129375} {"data_time": 0.009642279706895351, "eta_seconds": 28651.332632892765, "iteration": 229079, "loss_fcos_cls": 0.18300597229972482, "loss_fcos_ctr": 0.614718190394342, "loss_fcos_loc": 0.15277758741285652, "loss_mask": 0.24123830208554864, "loss_maskiou": 0.004013459205452818, "loss_sem_seg": 0.19759845663793385, "lr": 0.001, "mask_rcnn/accuracy": 0.9008371037094083, "mask_rcnn/false_negative": 0.09464772595309222, "mask_rcnn/false_positive": 0.11810482715618723, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 31.0, "time": 0.711170855909586, "total_loss": 1.394209278121707} {"data_time": 0.010776727460324764, "eta_seconds": 28611.445517655462, "iteration": 229099, "loss_fcos_cls": 0.18391513964161277, "loss_fcos_ctr": 0.6129689728841186, "loss_fcos_loc": 0.15846941282507032, "loss_mask": 0.24095330224372447, "loss_maskiou": 0.004185334539215546, "loss_sem_seg": 0.1876660732086748, "lr": 0.001, "mask_rcnn/accuracy": 0.8918861932528113, "mask_rcnn/false_negative": 0.08682382187869775, "mask_rcnn/false_positive": 0.12364183033869061, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 33.25, "time": 0.6889259293675423, "total_loss": 1.4068710407118488} {"data_time": 0.010301414877176285, "eta_seconds": 28623.32614953909, "iteration": 229119, "loss_fcos_cls": 0.1977313265670091, "loss_fcos_ctr": 0.611109733581543, "loss_fcos_loc": 0.15583376795984805, "loss_mask": 0.25068631023168564, "loss_maskiou": 0.004285627568606287, "loss_sem_seg": 0.1891918806359172, "lr": 0.001, "mask_rcnn/accuracy": 0.9003615747146316, "mask_rcnn/false_negative": 0.09758914999834199, "mask_rcnn/false_positive": 0.10849308394801527, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 26.5, "time": 0.7145701227709651, "total_loss": 1.4040041373154963} {"data_time": 0.010246636345982552, "eta_seconds": 28597.05016787257, "iteration": 229139, "loss_fcos_cls": 0.19022921193391085, "loss_fcos_ctr": 0.6125166616402566, "loss_fcos_loc": 0.1617080825380981, "loss_mask": 0.23324490245431662, "loss_maskiou": 0.0041709807483130135, "loss_sem_seg": 0.17297931434586644, "lr": 0.001, "mask_rcnn/accuracy": 0.8920430029154519, "mask_rcnn/false_negative": 0.10072389558048382, "mask_rcnn/false_positive": 0.12161156432612848, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.75, "time": 0.6843236759305, "total_loss": 1.3792419365126989} {"data_time": 0.013222224079072475, "eta_seconds": 28629.820503897034, "iteration": 229159, "loss_fcos_cls": 0.19667605217546225, "loss_fcos_ctr": 0.6115939565934241, "loss_fcos_loc": 0.1506718498421833, "loss_mask": 0.22429281054064631, "loss_maskiou": 0.003842857639028807, "loss_sem_seg": 0.19482357846572995, "lr": 0.001, "mask_rcnn/accuracy": 0.8885228530402344, "mask_rcnn/false_negative": 0.082468481308337, "mask_rcnn/false_positive": 0.120234095964347, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 21.5, "time": 0.7040040213614702, "total_loss": 1.3631838327564765} {"data_time": 0.010460407473146915, "eta_seconds": 28632.030197876506, "iteration": 229179, "loss_fcos_cls": 0.188859605405014, "loss_fcos_ctr": 0.6150531079620123, "loss_fcos_loc": 0.16334983584238216, "loss_mask": 0.23965553659945726, "loss_maskiou": 0.004441448752913857, "loss_sem_seg": 0.16975909494794905, "lr": 0.001, "mask_rcnn/accuracy": 0.8798909891825583, "mask_rcnn/false_negative": 0.08994972886363425, "mask_rcnn/false_positive": 0.13374063495091923, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.75, "time": 0.7198997708037496, "total_loss": 1.3834448370398604} {"data_time": 0.011395969428122044, "eta_seconds": 28616.27274170518, "iteration": 229199, "loss_fcos_cls": 0.1770876437658444, "loss_fcos_ctr": 0.6125631909817457, "loss_fcos_loc": 0.16146675805794075, "loss_mask": 0.23123067989945412, "loss_maskiou": 0.004132057596507366, "loss_sem_seg": 0.15543257852550596, "lr": 0.001, "mask_rcnn/accuracy": 0.9007092412102529, "mask_rcnn/false_negative": 0.09388728733156279, "mask_rcnn/false_positive": 0.10428260633121463, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 35.0, "time": 0.6988833071663976, "total_loss": 1.3515359279645054} {"data_time": 0.010125324130058289, "eta_seconds": 28595.79573005531, "iteration": 229219, "loss_fcos_cls": 0.17791360232513398, "loss_fcos_ctr": 0.6117410911247134, "loss_fcos_loc": 0.14929762878455222, "loss_mask": 0.2348961760289967, "loss_maskiou": 0.003797034874878591, "loss_sem_seg": 0.20485152141191065, "lr": 0.001, "mask_rcnn/accuracy": 0.900125550220088, "mask_rcnn/false_negative": 0.0799784106401287, "mask_rcnn/false_positive": 0.11278150914580458, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.0, "time": 0.6845431597903371, "total_loss": 1.4011411565193157} {"data_time": 0.010256093926727772, "eta_seconds": 28581.771652308293, "iteration": 229239, "loss_fcos_cls": 0.17676875996403396, "loss_fcos_ctr": 0.6112210638821125, "loss_fcos_loc": 0.15404216037131846, "loss_mask": 0.24405056610703468, "loss_maskiou": 0.004498400550801307, "loss_sem_seg": 0.1742731195408851, "lr": 0.001, "mask_rcnn/accuracy": 0.9045605084138919, "mask_rcnn/false_negative": 0.07578763190504437, "mask_rcnn/false_positive": 0.10288496699188329, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 22.75, "time": 0.6860081003978848, "total_loss": 1.3783776903655962} {"data_time": 0.011850458569824696, "eta_seconds": 28570.848315527663, "iteration": 229259, "loss_fcos_cls": 0.18694722023792565, "loss_fcos_ctr": 0.6147835468873382, "loss_fcos_loc": 0.15320621011778712, "loss_mask": 0.24107592133805156, "loss_maskiou": 0.003746917918761028, "loss_sem_seg": 0.17563931411132216, "lr": 0.001, "mask_rcnn/accuracy": 0.8997582395026976, "mask_rcnn/false_negative": 0.07822871725559226, "mask_rcnn/false_positive": 0.11894464953051512, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.25, "time": 0.7109019998461008, "total_loss": 1.383715680498426} {"data_time": 0.010184894315898418, "eta_seconds": 28561.88975497242, "iteration": 229279, "loss_fcos_cls": 0.18947848991956562, "loss_fcos_ctr": 0.6102718431502581, "loss_fcos_loc": 0.1578406363260001, "loss_mask": 0.23531913291662931, "loss_maskiou": 0.0041278634598711506, "loss_sem_seg": 0.17557796882465482, "lr": 0.001, "mask_rcnn/accuracy": 0.9025370422141459, "mask_rcnn/false_negative": 0.07171651863649409, "mask_rcnn/false_positive": 0.11463746739638783, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.6967481262981892, "total_loss": 1.3757948698239488} {"data_time": 0.009793031960725784, "eta_seconds": 28552.72095740307, "iteration": 229299, "loss_fcos_cls": 0.17524958081776276, "loss_fcos_ctr": 0.6150564546696842, "loss_fcos_loc": 0.15853670926298946, "loss_mask": 0.24141358491033316, "loss_maskiou": 0.003967809337154904, "loss_sem_seg": 0.1836035936139524, "lr": 0.001, "mask_rcnn/accuracy": 0.8841196106821108, "mask_rcnn/false_negative": 0.09144037276326028, "mask_rcnn/false_positive": 0.14023617600181937, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.5, "time": 0.7216055234894156, "total_loss": 1.3822844286332838} {"data_time": 0.009960431605577469, "eta_seconds": 28536.557511172257, "iteration": 229319, "loss_fcos_cls": 0.17449318652506918, "loss_fcos_ctr": 0.6097339559346437, "loss_fcos_loc": 0.14703271863982081, "loss_mask": 0.23631006106734276, "loss_maskiou": 0.003645409786258824, "loss_sem_seg": 0.16284067975357175, "lr": 0.001, "mask_rcnn/accuracy": 0.8831342836760172, "mask_rcnn/false_negative": 0.10399322475184544, "mask_rcnn/false_positive": 0.12258657137451986, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.682305971160531, "total_loss": 1.3332388211420039} {"data_time": 0.009993858635425568, "eta_seconds": 28534.241229256615, "iteration": 229339, "loss_fcos_cls": 0.18553611962124705, "loss_fcos_ctr": 0.6144584016874433, "loss_fcos_loc": 0.15764503204263747, "loss_mask": 0.23896967805922031, "loss_maskiou": 0.004045093130116584, "loss_sem_seg": 0.17908608028665185, "lr": 0.001, "mask_rcnn/accuracy": 0.9033076298701299, "mask_rcnn/false_negative": 0.09676860091257014, "mask_rcnn/false_positive": 0.11425758403589645, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 19.75, "time": 0.7056589145213366, "total_loss": 1.3830617600033293} {"data_time": 0.010115078650414944, "eta_seconds": 28545.195364113897, "iteration": 229359, "loss_fcos_cls": 0.18628784944303334, "loss_fcos_ctr": 0.6180151053704321, "loss_fcos_loc": 0.1623821355169639, "loss_mask": 0.23909659730270505, "loss_maskiou": 0.003986942885603639, "loss_sem_seg": 0.1744597313227132, "lr": 0.001, "mask_rcnn/accuracy": 0.8920498258827341, "mask_rcnn/false_negative": 0.09714720401175592, "mask_rcnn/false_positive": 0.1135471510648215, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 28.0, "time": 0.715355921536684, "total_loss": 1.39197038472048} {"data_time": 0.010317615233361721, "eta_seconds": 28502.43073973339, "iteration": 229379, "loss_fcos_cls": 0.1825828510336578, "loss_fcos_ctr": 0.6130475290119648, "loss_fcos_loc": 0.16073483874788508, "loss_mask": 0.2421985873952508, "loss_maskiou": 0.004202917556540342, "loss_sem_seg": 0.1651173431891948, "lr": 0.001, "mask_rcnn/accuracy": 0.8947172619047619, "mask_rcnn/false_negative": 0.09251143868651004, "mask_rcnn/false_positive": 0.11975668317894517, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 27.5, "time": 0.6793998619541526, "total_loss": 1.3670677828667976} {"data_time": 0.009387603029608727, "eta_seconds": 28503.14832508657, "iteration": 229399, "loss_fcos_cls": 0.18781499844044447, "loss_fcos_ctr": 0.6120704943314195, "loss_fcos_loc": 0.1581538210157305, "loss_mask": 0.24393095914274454, "loss_maskiou": 0.004359999606094789, "loss_sem_seg": 0.175988775677979, "lr": 0.001, "mask_rcnn/accuracy": 0.8853152056277056, "mask_rcnn/false_negative": 0.10210350404188942, "mask_rcnn/false_positive": 0.1232407372515853, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.5, "time": 0.705398365855217, "total_loss": 1.3893075591768138} {"data_time": 0.01074469368904829, "eta_seconds": 28489.10771114845, "iteration": 229419, "loss_fcos_cls": 0.1914714799640933, "loss_fcos_ctr": 0.615695895627141, "loss_fcos_loc": 0.1668980203103274, "loss_mask": 0.24571811966598034, "loss_maskiou": 0.00382508087932365, "loss_sem_seg": 0.17144454503431916, "lr": 0.001, "mask_rcnn/accuracy": 0.887476104698184, "mask_rcnn/false_negative": 0.10060273272463613, "mask_rcnn/false_positive": 0.12890278835335195, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 28.5, "time": 0.6959073403850198, "total_loss": 1.4013641997808008} {"data_time": 0.009820534847676754, "eta_seconds": 28464.06528368406, "iteration": 229439, "loss_fcos_cls": 0.18361008865758777, "loss_fcos_ctr": 0.6106202313676476, "loss_fcos_loc": 0.1572591922013089, "loss_mask": 0.23891626484692097, "loss_maskiou": 0.00410327289137058, "loss_sem_seg": 0.1805823554750532, "lr": 0.001, "mask_rcnn/accuracy": 0.905334051724138, "mask_rcnn/false_negative": 0.07412307865767309, "mask_rcnn/false_positive": 0.14136261736477296, "roi_head/num_bg_samples": 41.25, "roi_head/num_fg_samples": 26.0, "time": 0.703879876062274, "total_loss": 1.3719482657761546} {"data_time": 0.010176229290664196, "eta_seconds": 28461.026483272202, "iteration": 229459, "loss_fcos_cls": 0.18525404995307326, "loss_fcos_ctr": 0.6128467801027, "loss_fcos_loc": 0.1604411756270565, "loss_mask": 0.23716522846370935, "loss_maskiou": 0.004013466647847963, "loss_sem_seg": 0.19551744498312473, "lr": 0.001, "mask_rcnn/accuracy": 0.8916613520408163, "mask_rcnn/false_negative": 0.09829813286536687, "mask_rcnn/false_positive": 0.1321134315260418, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.0, "time": 0.682539907284081, "total_loss": 1.3888424667338768} {"data_time": 0.010343576781451702, "eta_seconds": 28435.994905455038, "iteration": 229479, "loss_fcos_cls": 0.18655479734297842, "loss_fcos_ctr": 0.6143279727548361, "loss_fcos_loc": 0.16772752534598112, "loss_mask": 0.243063157889992, "loss_maskiou": 0.004502694459006307, "loss_sem_seg": 0.18996938585769385, "lr": 0.001, "mask_rcnn/accuracy": 0.8999170059437916, "mask_rcnn/false_negative": 0.08851252942017067, "mask_rcnn/false_positive": 0.13706139509715926, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 21.5, "time": 0.7032680353149772, "total_loss": 1.3969142267615098} {"data_time": 0.009480160661041737, "eta_seconds": 28410.292661438696, "iteration": 229499, "loss_fcos_cls": 0.17422709125094116, "loss_fcos_ctr": 0.614245792850852, "loss_fcos_loc": 0.15764817828312516, "loss_mask": 0.22036088025197387, "loss_maskiou": 0.004353925567556871, "loss_sem_seg": 0.1750373593531549, "lr": 0.001, "mask_rcnn/accuracy": 0.913933144012322, "mask_rcnn/false_negative": 0.07183353617516672, "mask_rcnn/false_positive": 0.08728789752976396, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 27.25, "time": 0.6853329036384821, "total_loss": 1.3684240141283226} {"data_time": 0.0103848185390234, "eta_seconds": 28404.19730619993, "iteration": 229519, "loss_fcos_cls": 0.19243933958932757, "loss_fcos_ctr": 0.614564904011786, "loss_fcos_loc": 0.16415144689381123, "loss_mask": 0.24936065124347806, "loss_maskiou": 0.004688679651735583, "loss_sem_seg": 0.16511391755193472, "lr": 0.001, "mask_rcnn/accuracy": 0.888612772695285, "mask_rcnn/false_negative": 0.07549386918510537, "mask_rcnn/false_positive": 0.10887356066459106, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 22.5, "time": 0.7131664203479886, "total_loss": 1.384582290018443} {"data_time": 0.00976522359997034, "eta_seconds": 28384.355240841396, "iteration": 229539, "loss_fcos_cls": 0.18712061049882323, "loss_fcos_ctr": 0.6146346093155444, "loss_fcos_loc": 0.16545527381822467, "loss_mask": 0.243281913921237, "loss_maskiou": 0.003963782532082405, "loss_sem_seg": 0.18365056882612407, "lr": 0.001, "mask_rcnn/accuracy": 0.8757118399199144, "mask_rcnn/false_negative": 0.0758073899424821, "mask_rcnn/false_positive": 0.14815411509385568, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.0, "time": 0.6938826162368059, "total_loss": 1.3922766722316737} {"data_time": 0.009549213573336601, "eta_seconds": 28371.688300359994, "iteration": 229559, "loss_fcos_cls": 0.19111191225238144, "loss_fcos_ctr": 0.6111307200044394, "loss_fcos_loc": 0.1555595570243895, "loss_mask": 0.2452512038871646, "loss_maskiou": 0.0048434864465889405, "loss_sem_seg": 0.17810277733951807, "lr": 0.001, "mask_rcnn/accuracy": 0.885630432728647, "mask_rcnn/false_negative": 0.09078057940336029, "mask_rcnn/false_positive": 0.1261411722738705, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.5, "time": 0.7015117192640901, "total_loss": 1.3780201288682292} {"data_time": 0.010644185356795788, "eta_seconds": 28350.498841903172, "iteration": 229579, "loss_fcos_cls": 0.18593851139303297, "loss_fcos_ctr": 0.6132255736738443, "loss_fcos_loc": 0.1526178705971688, "loss_mask": 0.23243634635582566, "loss_maskiou": 0.003984587216109503, "loss_sem_seg": 0.1810377927031368, "lr": 0.001, "mask_rcnn/accuracy": 0.9020255724240915, "mask_rcnn/false_negative": 0.07999108863121848, "mask_rcnn/false_positive": 0.10538621529574052, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 28.0, "time": 0.690565275028348, "total_loss": 1.362557405635016} {"data_time": 0.009849555790424347, "eta_seconds": 28342.263811700977, "iteration": 229599, "loss_fcos_cls": 0.1882584651466459, "loss_fcos_ctr": 0.6144326450303197, "loss_fcos_loc": 0.1643462289357558, "loss_mask": 0.2492465111427009, "loss_maskiou": 0.004429984794114716, "loss_sem_seg": 0.17990643728990108, "lr": 0.001, "mask_rcnn/accuracy": 0.8950476507694818, "mask_rcnn/false_negative": 0.07336280728272278, "mask_rcnn/false_positive": 0.11793047962479544, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.5, "time": 0.7159129092469811, "total_loss": 1.4111175298894523} {"data_time": 0.009783308021724224, "eta_seconds": 28317.658716647886, "iteration": 229619, "loss_fcos_cls": 0.1842223042040132, "loss_fcos_ctr": 0.612080916762352, "loss_fcos_loc": 0.15561744524165988, "loss_mask": 0.2275579860433936, "loss_maskiou": 0.003965986354160123, "loss_sem_seg": 0.15834966819966212, "lr": 0.001, "mask_rcnn/accuracy": 0.8923469387755102, "mask_rcnn/false_negative": 0.08801414231771645, "mask_rcnn/false_positive": 0.11372465538610554, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 21.25, "time": 0.6732640359550714, "total_loss": 1.3546346785878995} {"data_time": 0.009590198285877705, "eta_seconds": 28286.656919799745, "iteration": 229639, "loss_fcos_cls": 0.1887674150057137, "loss_fcos_ctr": 0.6134896334260702, "loss_fcos_loc": 0.1539116486092098, "loss_mask": 0.2371144713833928, "loss_maskiou": 0.003833239532468724, "loss_sem_seg": 0.20772349485196173, "lr": 0.001, "mask_rcnn/accuracy": 0.9011702064546749, "mask_rcnn/false_negative": 0.08431497643011665, "mask_rcnn/false_positive": 0.1131067922073627, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 25.5, "time": 0.6857058554887772, "total_loss": 1.4028094154746213} {"data_time": 0.010019117034971714, "eta_seconds": 28282.354467820376, "iteration": 229659, "loss_fcos_cls": 0.20129157893825322, "loss_fcos_ctr": 0.6148862447589636, "loss_fcos_loc": 0.1691941717872396, "loss_mask": 0.2503774301148951, "loss_maskiou": 0.003991831388702849, "loss_sem_seg": 0.17701726802624762, "lr": 0.001, "mask_rcnn/accuracy": 0.8892705062794348, "mask_rcnn/false_negative": 0.07997109707061162, "mask_rcnn/false_positive": 0.1424527014444737, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.0, "time": 0.7096567014232278, "total_loss": 1.3935019329474017} {"data_time": 0.009874481707811356, "eta_seconds": 28255.86072664894, "iteration": 229679, "loss_fcos_cls": 0.1788139573764056, "loss_fcos_ctr": 0.6151690278202295, "loss_fcos_loc": 0.15509906876832247, "loss_mask": 0.2394521413370967, "loss_maskiou": 0.0037607008634950034, "loss_sem_seg": 0.18898746650665998, "lr": 0.001, "mask_rcnn/accuracy": 0.9222891811799908, "mask_rcnn/false_negative": 0.0695938914555615, "mask_rcnn/false_positive": 0.09095249284666881, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.25, "time": 0.7110827723518014, "total_loss": 1.389150366474496} {"data_time": 0.0098861213773489, "eta_seconds": 28233.735877948813, "iteration": 229699, "loss_fcos_cls": 0.19044103869237006, "loss_fcos_ctr": 0.6138280890882015, "loss_fcos_loc": 0.16104131808970124, "loss_mask": 0.2370618712157011, "loss_maskiou": 0.0041334831512358505, "loss_sem_seg": 0.17929198255296797, "lr": 0.001, "mask_rcnn/accuracy": 0.9050174156200942, "mask_rcnn/false_negative": 0.0896943653401401, "mask_rcnn/false_positive": 0.1237528375584469, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 27.25, "time": 0.69601009786129, "total_loss": 1.3919777106202673} {"data_time": 0.009898630902171135, "eta_seconds": 28230.5896134004, "iteration": 229719, "loss_fcos_cls": 0.1766772943083197, "loss_fcos_ctr": 0.6130094677209854, "loss_fcos_loc": 0.15282650693552569, "loss_mask": 0.2565309382043779, "loss_maskiou": 0.004524184369074646, "loss_sem_seg": 0.1643175568897277, "lr": 0.001, "mask_rcnn/accuracy": 0.8949990060959448, "mask_rcnn/false_negative": 0.09509850733177892, "mask_rcnn/false_positive": 0.14580053717175692, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 20.75, "time": 0.7049774350598454, "total_loss": 1.380556499301747} {"data_time": 0.009217585436999798, "eta_seconds": 28185.92987356335, "iteration": 229739, "loss_fcos_cls": 0.18023958674166352, "loss_fcos_ctr": 0.6114980494603515, "loss_fcos_loc": 0.15626056876499206, "loss_mask": 0.2264360748231411, "loss_maskiou": 0.0037259608561726054, "loss_sem_seg": 0.17807676177471876, "lr": 0.001, "mask_rcnn/accuracy": 0.9023897594752186, "mask_rcnn/false_negative": 0.088012080671377, "mask_rcnn/false_positive": 0.1553238798137016, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 30.25, "time": 0.6804143162444234, "total_loss": 1.3716802337821719} {"data_time": 0.009849092923104763, "eta_seconds": 28200.34142348729, "iteration": 229759, "loss_fcos_cls": 0.17331260803621262, "loss_fcos_ctr": 0.6139390226453543, "loss_fcos_loc": 0.15815159841440618, "loss_mask": 0.22818898782134056, "loss_maskiou": 0.0038836044841445982, "loss_sem_seg": 0.17849584482610226, "lr": 0.001, "mask_rcnn/accuracy": 0.8971523170522073, "mask_rcnn/false_negative": 0.0820761135328581, "mask_rcnn/false_positive": 0.12455512322555783, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7256432892754674, "total_loss": 1.3848388382029952} {"data_time": 0.01016625203192234, "eta_seconds": 28189.63442672789, "iteration": 229779, "loss_fcos_cls": 0.1844881377182901, "loss_fcos_ctr": 0.6116320416331291, "loss_fcos_loc": 0.15653174731414765, "loss_mask": 0.23964433977380395, "loss_maskiou": 0.0038966322244959883, "loss_sem_seg": 0.17616886366158724, "lr": 0.001, "mask_rcnn/accuracy": 0.8973320708014585, "mask_rcnn/false_negative": 0.08202250599093902, "mask_rcnn/false_positive": 0.13222415449074731, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 24.0, "time": 0.7110989913344383, "total_loss": 1.3600938931194833} {"data_time": 0.01047072559595108, "eta_seconds": 28175.617055490613, "iteration": 229799, "loss_fcos_cls": 0.18656834727153182, "loss_fcos_ctr": 0.6136751184239984, "loss_fcos_loc": 0.15554415434598923, "loss_mask": 0.24462192133069038, "loss_maskiou": 0.004455945861991495, "loss_sem_seg": 0.18660145526519045, "lr": 0.001, "mask_rcnn/accuracy": 0.8925491586386107, "mask_rcnn/false_negative": 0.0906071284207979, "mask_rcnn/false_positive": 0.12076116476520835, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 30.75, "time": 0.6789257023483515, "total_loss": 1.4054113397760375} {"data_time": 0.009715612977743149, "eta_seconds": 28158.294245598838, "iteration": 229819, "loss_fcos_cls": 0.18590696901082993, "loss_fcos_ctr": 0.6115362513810396, "loss_fcos_loc": 0.1593882420565933, "loss_mask": 0.2417689124122262, "loss_maskiou": 0.004558440959954169, "loss_sem_seg": 0.1824523217510432, "lr": 0.001, "mask_rcnn/accuracy": 0.8953197472170686, "mask_rcnn/false_negative": 0.09343894274840153, "mask_rcnn/false_positive": 0.10041708946733172, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 25.0, "time": 0.6928788162767887, "total_loss": 1.3894984469297924} {"data_time": 0.010242692194879055, "eta_seconds": 28130.163022211753, "iteration": 229839, "loss_fcos_cls": 0.17372676474042237, "loss_fcos_ctr": 0.6109700175002217, "loss_fcos_loc": 0.15097369940485805, "loss_mask": 0.24510816950351, "loss_maskiou": 0.003852785906929057, "loss_sem_seg": 0.1829922841861844, "lr": 0.001, "mask_rcnn/accuracy": 0.9227209823323268, "mask_rcnn/false_negative": 0.06205575660625501, "mask_rcnn/false_positive": 0.08718730108777394, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 22.0, "time": 0.6630167905241251, "total_loss": 1.3557625570938399} {"data_time": 0.01078701764345169, "eta_seconds": 28088.867845604196, "iteration": 229859, "loss_fcos_cls": 0.17233575705904514, "loss_fcos_ctr": 0.6137836575508118, "loss_fcos_loc": 0.15890883340034634, "loss_mask": 0.24435053765773773, "loss_maskiou": 0.004290428973035887, "loss_sem_seg": 0.16626704623922706, "lr": 0.001, "mask_rcnn/accuracy": 0.9073442696213478, "mask_rcnn/false_negative": 0.08660775489993675, "mask_rcnn/false_positive": 0.09527411808007996, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.5, "time": 0.6896834569051862, "total_loss": 1.3796894365514163} {"data_time": 0.009930148720741272, "eta_seconds": 28061.556095449254, "iteration": 229879, "loss_fcos_cls": 0.17540940380422398, "loss_fcos_ctr": 0.6138111390173435, "loss_fcos_loc": 0.1529120032209903, "loss_mask": 0.23459694627672434, "loss_maskiou": 0.004226788387313718, "loss_sem_seg": 0.15909820096567273, "lr": 0.001, "mask_rcnn/accuracy": 0.8720431354359925, "mask_rcnn/false_negative": 0.08548072737808904, "mask_rcnn/false_positive": 0.15611023193745008, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 29.5, "time": 0.7103598592802882, "total_loss": 1.3567657288876944} {"data_time": 0.010012514889240265, "eta_seconds": 28045.591118990444, "iteration": 229899, "loss_fcos_cls": 0.18430268880911171, "loss_fcos_ctr": 0.6138525549322367, "loss_fcos_loc": 0.1637009959667921, "loss_mask": 0.24397689662873745, "loss_maskiou": 0.004476323963899631, "loss_sem_seg": 0.18120489874854684, "lr": 0.001, "mask_rcnn/accuracy": 0.8927353805371914, "mask_rcnn/false_negative": 0.0944385517442641, "mask_rcnn/false_positive": 0.12001775738520894, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.25, "time": 0.7016137707978487, "total_loss": 1.391348345685401} {"data_time": 0.00937208253890276, "eta_seconds": 28057.935090254992, "iteration": 229919, "loss_fcos_cls": 0.18841508752666414, "loss_fcos_ctr": 0.6145090842619538, "loss_fcos_loc": 0.16128471214324236, "loss_mask": 0.2387445131316781, "loss_maskiou": 0.0042384300322737545, "loss_sem_seg": 0.15581106347963214, "lr": 0.001, "mask_rcnn/accuracy": 0.8819309013245891, "mask_rcnn/false_negative": 0.09749729053449555, "mask_rcnn/false_positive": 0.15629647830740373, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 32.5, "time": 0.7189049115404487, "total_loss": 1.3852555860030407} {"data_time": 0.01036090962588787, "eta_seconds": 28019.590706607327, "iteration": 229939, "loss_fcos_cls": 0.17951057496247813, "loss_fcos_ctr": 0.6136965369805694, "loss_fcos_loc": 0.15826678974553943, "loss_mask": 0.2422932293266058, "loss_maskiou": 0.004779182134370785, "loss_sem_seg": 0.17724666465073824, "lr": 0.001, "mask_rcnn/accuracy": 0.8899134909065667, "mask_rcnn/false_negative": 0.10603525916917242, "mask_rcnn/false_positive": 0.1252923211846968, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 30.25, "time": 0.6784528465941548, "total_loss": 1.3898414437221618} {"data_time": 0.010866922326385975, "eta_seconds": 28018.89233964868, "iteration": 229959, "loss_fcos_cls": 0.17302628979086876, "loss_fcos_ctr": 0.6113490667194128, "loss_fcos_loc": 0.14963678596541286, "loss_mask": 0.23382751923054457, "loss_maskiou": 0.004296447281376459, "loss_sem_seg": 0.17710539558902383, "lr": 0.001, "mask_rcnn/accuracy": 0.8808362007593735, "mask_rcnn/false_negative": 0.09823371380114276, "mask_rcnn/false_positive": 0.12867695667888768, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.75, "time": 0.6784869804978371, "total_loss": 1.351148909128824} {"data_time": 0.010583856143057346, "eta_seconds": 28019.088168804534, "iteration": 229979, "loss_fcos_cls": 0.18054179125465453, "loss_fcos_ctr": 0.6117052249610424, "loss_fcos_loc": 0.1558933339547366, "loss_mask": 0.23111225757747889, "loss_maskiou": 0.00392248483694857, "loss_sem_seg": 0.18167143571190536, "lr": 0.001, "mask_rcnn/accuracy": 0.9179562949062128, "mask_rcnn/false_negative": 0.0767935249264257, "mask_rcnn/false_positive": 0.10628078248963099, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 22.5, "time": 0.7078910581767559, "total_loss": 1.370032657916454} {"data_time": 0.009822371415793896, "eta_seconds": 28025.078469575383, "iteration": 229999, "loss_fcos_cls": 0.1960830450989306, "loss_fcos_ctr": 0.6137480149045587, "loss_fcos_loc": 0.1619323886698112, "loss_mask": 0.23393545113503933, "loss_maskiou": 0.003982394875492901, "loss_sem_seg": 0.191604049410671, "lr": 0.001, "mask_rcnn/accuracy": 0.9048346312209095, "mask_rcnn/false_negative": 0.0828884591881375, "mask_rcnn/false_positive": 0.09612012048717097, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 22.0, "time": 0.7007479919120669, "total_loss": 1.4141761179016612} {"data_time": 0.011630467139184475, "eta_seconds": 27997.493004796095, "iteration": 230019, "loss_fcos_cls": 0.1801685921382159, "loss_fcos_ctr": 0.6121542088221759, "loss_fcos_loc": 0.16243204030615743, "loss_mask": 0.22401644149795175, "loss_maskiou": 0.004200980360110407, "loss_sem_seg": 0.179433066630736, "lr": 0.001, "mask_rcnn/accuracy": 0.8907936061953918, "mask_rcnn/false_negative": 0.0830920683881419, "mask_rcnn/false_positive": 0.11842037514098835, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 27.75, "time": 0.7033339841291308, "total_loss": 1.3637932926758367} {"data_time": 0.009976085275411606, "eta_seconds": 27972.13878139574, "iteration": 230039, "loss_fcos_cls": 0.1729328129440546, "loss_fcos_ctr": 0.6125356368720531, "loss_fcos_loc": 0.1533266194164753, "loss_mask": 0.24719029944390059, "loss_maskiou": 0.004130058434384409, "loss_sem_seg": 0.17553145810961723, "lr": 0.001, "mask_rcnn/accuracy": 0.8990893848963256, "mask_rcnn/false_negative": 0.09253868492125958, "mask_rcnn/false_positive": 0.10285095960907273, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.5, "time": 0.6647522523999214, "total_loss": 1.3639912883918441} {"data_time": 0.010248169302940369, "eta_seconds": 27958.139062278904, "iteration": 230059, "loss_fcos_cls": 0.17867191357072443, "loss_fcos_ctr": 0.6147085865959525, "loss_fcos_loc": 0.15710395632777363, "loss_mask": 0.22996954200789332, "loss_maskiou": 0.0040896221762523055, "loss_sem_seg": 0.17140359384939075, "lr": 0.001, "mask_rcnn/accuracy": 0.8998248875821515, "mask_rcnn/false_negative": 0.08300143848215086, "mask_rcnn/false_positive": 0.11710071222504981, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 24.25, "time": 0.6956897843629122, "total_loss": 1.3607967053249013} {"data_time": 0.009810575284063816, "eta_seconds": 27923.411086756736, "iteration": 230079, "loss_fcos_cls": 0.18696534470655024, "loss_fcos_ctr": 0.6164274560287595, "loss_fcos_loc": 0.1587007283233106, "loss_mask": 0.2471733670681715, "loss_maskiou": 0.004254086179571459, "loss_sem_seg": 0.17122523207217455, "lr": 0.001, "mask_rcnn/accuracy": 0.9296153329752954, "mask_rcnn/false_negative": 0.06510641320460861, "mask_rcnn/false_positive": 0.08531123406122398, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 20.75, "time": 0.6911098435521126, "total_loss": 1.4170075377514877} {"data_time": 0.010166503489017487, "eta_seconds": 27919.43158194609, "iteration": 230099, "loss_fcos_cls": 0.17597499216208234, "loss_fcos_ctr": 0.613005094928667, "loss_fcos_loc": 0.15731884830165654, "loss_mask": 0.23733094288036227, "loss_maskiou": 0.004382791677926434, "loss_sem_seg": 0.1715528084896505, "lr": 0.001, "mask_rcnn/accuracy": 0.8954548329188305, "mask_rcnn/false_negative": 0.10422230672348637, "mask_rcnn/false_positive": 0.11825913164391144, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 30.75, "time": 0.6858548037707806, "total_loss": 1.3746260504012753} {"data_time": 0.011084876954555511, "eta_seconds": 27861.268616674468, "iteration": 230119, "loss_fcos_cls": 0.18094624835066497, "loss_fcos_ctr": 0.6151342000812292, "loss_fcos_loc": 0.15716514503583312, "loss_mask": 0.24433398339897394, "loss_maskiou": 0.0040373121373704635, "loss_sem_seg": 0.1889894874766469, "lr": 0.001, "mask_rcnn/accuracy": 0.8982168414896248, "mask_rcnn/false_negative": 0.10291501346634342, "mask_rcnn/false_positive": 0.11705732559412335, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 22.5, "time": 0.6964020477607846, "total_loss": 1.3965544898092048} {"data_time": 0.011368388310074806, "eta_seconds": 27891.442878322676, "iteration": 230139, "loss_fcos_cls": 0.18346840504091233, "loss_fcos_ctr": 0.6144756628200412, "loss_fcos_loc": 0.15769138699397445, "loss_mask": 0.24787922063842416, "loss_maskiou": 0.0041397930472157896, "loss_sem_seg": 0.19518500950653106, "lr": 0.001, "mask_rcnn/accuracy": 0.9041871689387218, "mask_rcnn/false_negative": 0.07777372003839031, "mask_rcnn/false_positive": 0.09630529346564362, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 27.75, "time": 0.7192915212363005, "total_loss": 1.402285830292385} {"data_time": 0.009214874356985092, "eta_seconds": 27859.099672220647, "iteration": 230159, "loss_fcos_cls": 0.18021662312094122, "loss_fcos_ctr": 0.614369205199182, "loss_fcos_loc": 0.15180213109124452, "loss_mask": 0.2373712914995849, "loss_maskiou": 0.004717443865956739, "loss_sem_seg": 0.18589700548909605, "lr": 0.001, "mask_rcnn/accuracy": 0.9153691649073422, "mask_rcnn/false_negative": 0.07355227767433217, "mask_rcnn/false_positive": 0.08916553176125189, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.5, "time": 0.6894340151920915, "total_loss": 1.3712026895955205} {"data_time": 0.009417646564543247, "eta_seconds": 27803.71472846251, "iteration": 230179, "loss_fcos_cls": 0.18222094979137182, "loss_fcos_ctr": 0.6158238211646676, "loss_fcos_loc": 0.16244369489140809, "loss_mask": 0.2328778486698866, "loss_maskiou": 0.00416126090567559, "loss_sem_seg": 0.18122064508497715, "lr": 0.001, "mask_rcnn/accuracy": 0.8958778888267636, "mask_rcnn/false_negative": 0.09478156401855783, "mask_rcnn/false_positive": 0.11660830559846108, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.25, "time": 0.6820634938776493, "total_loss": 1.4188457329146331} {"data_time": 0.009403008036315441, "eta_seconds": 27789.75038064178, "iteration": 230199, "loss_fcos_cls": 0.18134474870748818, "loss_fcos_ctr": 0.6132930759340525, "loss_fcos_loc": 0.15190802013967186, "loss_mask": 0.23352272249758244, "loss_maskiou": 0.00414715394799714, "loss_sem_seg": 0.17093352042138577, "lr": 0.001, "mask_rcnn/accuracy": 0.8842854511934644, "mask_rcnn/false_negative": 0.08834828392144908, "mask_rcnn/false_positive": 0.13815397864535983, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.0, "time": 0.6942792879417539, "total_loss": 1.3772033495479263} {"data_time": 0.009976394474506378, "eta_seconds": 27791.40760863386, "iteration": 230219, "loss_fcos_cls": 0.18866544915363193, "loss_fcos_ctr": 0.6155523890629411, "loss_fcos_loc": 0.16578890208620578, "loss_mask": 0.24080869369208813, "loss_maskiou": 0.004214869950374123, "loss_sem_seg": 0.18097473215311766, "lr": 0.001, "mask_rcnn/accuracy": 0.9002724445041175, "mask_rcnn/false_negative": 0.08865257350717008, "mask_rcnn/false_positive": 0.10958950960675037, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.75, "time": 0.7105396799743176, "total_loss": 1.4242684656055644} {"data_time": 0.011715455912053585, "eta_seconds": 27769.818715205416, "iteration": 230239, "loss_fcos_cls": 0.17795098846545443, "loss_fcos_ctr": 0.610642246901989, "loss_fcos_loc": 0.15060153149534017, "loss_mask": 0.22776854783296585, "loss_maskiou": 0.003735701749974396, "loss_sem_seg": 0.1978229850064963, "lr": 0.001, "mask_rcnn/accuracy": 0.8944003527336861, "mask_rcnn/false_negative": 0.11032542348342154, "mask_rcnn/false_positive": 0.09758637629662764, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 25.0, "time": 0.6724985586479306, "total_loss": 1.3696075521947932} {"data_time": 0.010315860621631145, "eta_seconds": 27747.857337179594, "iteration": 230259, "loss_fcos_cls": 0.18281141761690378, "loss_fcos_ctr": 0.6115459939464927, "loss_fcos_loc": 0.15659231023164466, "loss_mask": 0.23356535378843546, "loss_maskiou": 0.004251701502198557, "loss_sem_seg": 0.19849590957164764, "lr": 0.001, "mask_rcnn/accuracy": 0.884640171858217, "mask_rcnn/false_negative": 0.0940397388688647, "mask_rcnn/false_positive": 0.12881345320010917, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7004777044057846, "total_loss": 1.3871398790797684} {"data_time": 0.01015007495880127, "eta_seconds": 27726.629475231282, "iteration": 230279, "loss_fcos_cls": 0.17955032375175506, "loss_fcos_ctr": 0.6121155824512243, "loss_fcos_loc": 0.16226738330442458, "loss_mask": 0.24000572226941586, "loss_maskiou": 0.004015698541479651, "loss_sem_seg": 0.18148859264329076, "lr": 0.001, "mask_rcnn/accuracy": 0.8746614100185528, "mask_rcnn/false_negative": 0.10476358965532019, "mask_rcnn/false_positive": 0.13751337484882914, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 24.25, "time": 0.677951704710722, "total_loss": 1.3696126267204818} {"data_time": 0.010184848681092262, "eta_seconds": 27693.67638416961, "iteration": 230299, "loss_fcos_cls": 0.1857884512282908, "loss_fcos_ctr": 0.6124781258404255, "loss_fcos_loc": 0.1519022195134312, "loss_mask": 0.23381160385906696, "loss_maskiou": 0.003829536395642208, "loss_sem_seg": 0.1697234937455505, "lr": 0.001, "mask_rcnn/accuracy": 0.9014871629426886, "mask_rcnn/false_negative": 0.0843322489933647, "mask_rcnn/false_positive": 0.11635399885757022, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 25.5, "time": 0.6971587361767888, "total_loss": 1.3479767460012226} {"data_time": 0.010907239280641079, "eta_seconds": 27703.016735181212, "iteration": 230319, "loss_fcos_cls": 0.1656638024142012, "loss_fcos_ctr": 0.6122397808358073, "loss_fcos_loc": 0.1502754805260338, "loss_mask": 0.24163116700947285, "loss_maskiou": 0.0041382369308848865, "loss_sem_seg": 0.17757006478495896, "lr": 0.001, "mask_rcnn/accuracy": 0.9023299319727891, "mask_rcnn/false_negative": 0.07743214144559266, "mask_rcnn/false_positive": 0.12186832520027763, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 28.25, "time": 0.7119726538658142, "total_loss": 1.3504626075955457} {"data_time": 0.009384538978338242, "eta_seconds": 27677.314607779495, "iteration": 230339, "loss_fcos_cls": 0.18381328461691737, "loss_fcos_ctr": 0.6156027764081955, "loss_fcos_loc": 0.15546090278076008, "loss_mask": 0.23999585257843137, "loss_maskiou": 0.003790843873503036, "loss_sem_seg": 0.16489954153075814, "lr": 0.001, "mask_rcnn/accuracy": 0.8988033119091792, "mask_rcnn/false_negative": 0.10167881352345298, "mask_rcnn/false_positive": 0.11923177877604887, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.0, "time": 0.6875208392739296, "total_loss": 1.3672852673043963} {"data_time": 0.010433129034936428, "eta_seconds": 27651.823015663773, "iteration": 230359, "loss_fcos_cls": 0.18045244592940435, "loss_fcos_ctr": 0.6130285337567329, "loss_fcos_loc": 0.1592230279929936, "loss_mask": 0.23054602695629, "loss_maskiou": 0.00425286405152292, "loss_sem_seg": 0.16030065529048443, "lr": 0.001, "mask_rcnn/accuracy": 0.8914580011108921, "mask_rcnn/false_negative": 0.09974685822609386, "mask_rcnn/false_positive": 0.12167954487598934, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.6955435322597623, "total_loss": 1.3380336533591617} {"data_time": 0.00937678012996912, "eta_seconds": 27644.283292866312, "iteration": 230379, "loss_fcos_cls": 0.18283945100847632, "loss_fcos_ctr": 0.6110430723056197, "loss_fcos_loc": 0.15191076054179575, "loss_mask": 0.22937882784754038, "loss_maskiou": 0.004009296837466536, "loss_sem_seg": 0.1711586967576295, "lr": 0.001, "mask_rcnn/accuracy": 0.8901132902319413, "mask_rcnn/false_negative": 0.09169838200846415, "mask_rcnn/false_positive": 0.1192441592975909, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 36.0, "time": 0.6966025913134217, "total_loss": 1.3732014580382383} {"data_time": 0.01030797604471445, "eta_seconds": 27635.443780607544, "iteration": 230399, "loss_fcos_cls": 0.18589678138960153, "loss_fcos_ctr": 0.6125871427357197, "loss_fcos_loc": 0.16415432235226035, "loss_mask": 0.24164622370153666, "loss_maskiou": 0.004018536375951953, "loss_sem_seg": 0.18015102157369256, "lr": 0.001, "mask_rcnn/accuracy": 0.8936877991937515, "mask_rcnn/false_negative": 0.09150656099725957, "mask_rcnn/false_positive": 0.12812962780824466, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 28.5, "time": 0.7065409068018198, "total_loss": 1.3831537924270378} {"data_time": 0.010811474174261093, "eta_seconds": 27639.591574295424, "iteration": 230419, "loss_fcos_cls": 0.17812966735800728, "loss_fcos_ctr": 0.6145137613639235, "loss_fcos_loc": 0.15841205167816952, "loss_mask": 0.24071788741275668, "loss_maskiou": 0.004170765037997626, "loss_sem_seg": 0.16029214637819678, "lr": 0.001, "mask_rcnn/accuracy": 0.8946929480294141, "mask_rcnn/false_negative": 0.09429134621295038, "mask_rcnn/false_positive": 0.10629389884869932, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 29.25, "time": 0.710506197065115, "total_loss": 1.3633812996704364} {"data_time": 0.010266661643981934, "eta_seconds": 27622.178206793033, "iteration": 230439, "loss_fcos_cls": 0.1815184406004846, "loss_fcos_ctr": 0.6130925454199314, "loss_fcos_loc": 0.15966139629017562, "loss_mask": 0.25298358174040914, "loss_maskiou": 0.004583573369018268, "loss_sem_seg": 0.19633852245169692, "lr": 0.001, "mask_rcnn/accuracy": 0.8944533220591607, "mask_rcnn/false_negative": 0.08641649640984864, "mask_rcnn/false_positive": 0.12507460293968115, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.5, "time": 0.6906207334250212, "total_loss": 1.4225871443995857} {"data_time": 0.00962686724960804, "eta_seconds": 27611.65939312335, "iteration": 230459, "loss_fcos_cls": 0.17731167003512383, "loss_fcos_ctr": 0.6145913172513247, "loss_fcos_loc": 0.164387951255776, "loss_mask": 0.23715590965002775, "loss_maskiou": 0.00446609115897445, "loss_sem_seg": 0.17824114114046097, "lr": 0.001, "mask_rcnn/accuracy": 0.9051129119036563, "mask_rcnn/false_negative": 0.079697119895978, "mask_rcnn/false_positive": 0.12434525868824052, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 26.0, "time": 0.7008322207257152, "total_loss": 1.3509490046817518} {"data_time": 0.01013606134802103, "eta_seconds": 27605.265823040158, "iteration": 230479, "loss_fcos_cls": 0.19125831290148199, "loss_fcos_ctr": 0.6121146520599723, "loss_fcos_loc": 0.15332503319950774, "loss_mask": 0.23833286482840776, "loss_maskiou": 0.004311452081310563, "loss_sem_seg": 0.17581475200131536, "lr": 0.001, "mask_rcnn/accuracy": 0.8955539633435792, "mask_rcnn/false_negative": 0.09196658157999552, "mask_rcnn/false_positive": 0.12013617577152881, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.5, "time": 0.7045088903978467, "total_loss": 1.3760206183142145} {"data_time": 0.010036109946668148, "eta_seconds": 27593.314356992953, "iteration": 230499, "loss_fcos_cls": 0.19219789322232828, "loss_fcos_ctr": 0.6144785047508776, "loss_fcos_loc": 0.16350373785826378, "loss_mask": 0.2361300801858306, "loss_maskiou": 0.004256851638274384, "loss_sem_seg": 0.1761414804495871, "lr": 0.001, "mask_rcnn/accuracy": 0.9171600458365164, "mask_rcnn/false_negative": 0.07718877216354345, "mask_rcnn/false_positive": 0.09767754666375003, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 23.0, "time": 0.6971384724602103, "total_loss": 1.3874449709546752} {"data_time": 0.010897422209382057, "eta_seconds": 27551.70212626364, "iteration": 230519, "loss_fcos_cls": 0.18283679021988064, "loss_fcos_ctr": 0.6160373701713979, "loss_fcos_loc": 0.16161378868855536, "loss_mask": 0.2338651055470109, "loss_maskiou": 0.003711459932674188, "loss_sem_seg": 0.1682261317037046, "lr": 0.001, "mask_rcnn/accuracy": 0.9121541116446579, "mask_rcnn/false_negative": 0.06335580385613648, "mask_rcnn/false_positive": 0.1175379594198036, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 28.0, "time": 0.6683061374351382, "total_loss": 1.3748533475081786} {"data_time": 0.009278369136154652, "eta_seconds": 27549.06545954384, "iteration": 230539, "loss_fcos_cls": 0.1826331183547154, "loss_fcos_ctr": 0.6113210329785943, "loss_fcos_loc": 0.15212998306378722, "loss_mask": 0.2331429156474769, "loss_maskiou": 0.0035915050966650597, "loss_sem_seg": 0.18227565695997328, "lr": 0.001, "mask_rcnn/accuracy": 0.8990875819474795, "mask_rcnn/false_negative": 0.08473505201972414, "mask_rcnn/false_positive": 0.12303595582444311, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.0, "time": 0.7066369224339724, "total_loss": 1.3659231894180266} {"data_time": 0.009707815945148468, "eta_seconds": 27514.322109011002, "iteration": 230559, "loss_fcos_cls": 0.19217734487028793, "loss_fcos_ctr": 0.6117714289575815, "loss_fcos_loc": 0.15731507091550156, "loss_mask": 0.24553850525990129, "loss_maskiou": 0.004574180667987093, "loss_sem_seg": 0.1773060374544002, "lr": 0.001, "mask_rcnn/accuracy": 0.8820380434138584, "mask_rcnn/false_negative": 0.10309920833119192, "mask_rcnn/false_positive": 0.11306871059669008, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.6861445037648082, "total_loss": 1.398839003079047} {"data_time": 0.01334751583635807, "eta_seconds": 27509.83129909169, "iteration": 230579, "loss_fcos_cls": 0.18040756206028163, "loss_fcos_ctr": 0.6146777402609587, "loss_fcos_loc": 0.1598472703481093, "loss_mask": 0.25052272621542215, "loss_maskiou": 0.004221024481012137, "loss_sem_seg": 0.16315706633031368, "lr": 0.001, "mask_rcnn/accuracy": 0.8882068853182299, "mask_rcnn/false_negative": 0.09241733310843589, "mask_rcnn/false_positive": 0.13613181500284754, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 34.75, "time": 0.6982981003820896, "total_loss": 1.3664308421721216} {"data_time": 0.010269085876643658, "eta_seconds": 27478.4890536787, "iteration": 230599, "loss_fcos_cls": 0.17521171504631639, "loss_fcos_ctr": 0.6153194173239172, "loss_fcos_loc": 0.15822613635100424, "loss_mask": 0.2405893481336534, "loss_maskiou": 0.003835558676655637, "loss_sem_seg": 0.18394768284633756, "lr": 0.001, "mask_rcnn/accuracy": 0.8984917091836735, "mask_rcnn/false_negative": 0.08659038620270554, "mask_rcnn/false_positive": 0.12751211681311564, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 31.75, "time": 0.6992580313235521, "total_loss": 1.3918625856786093} {"data_time": 0.011227953247725964, "eta_seconds": 27481.91741431039, "iteration": 230619, "loss_fcos_cls": 0.17993652331642807, "loss_fcos_ctr": 0.6124446280300617, "loss_fcos_loc": 0.15552312950603664, "loss_mask": 0.23047404596582055, "loss_maskiou": 0.0039482030742874485, "loss_sem_seg": 0.20808847760781646, "lr": 0.001, "mask_rcnn/accuracy": 0.9111294161592673, "mask_rcnn/false_negative": 0.08065526992432193, "mask_rcnn/false_positive": 0.08574050490462384, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 24.25, "time": 0.6638684757053852, "total_loss": 1.3818106885955785} {"data_time": 0.010310117155313492, "eta_seconds": 27475.101995519362, "iteration": 230639, "loss_fcos_cls": 0.17704651691019535, "loss_fcos_ctr": 0.6124700224027038, "loss_fcos_loc": 0.15131174656562507, "loss_mask": 0.22769633634015918, "loss_maskiou": 0.003681059562950395, "loss_sem_seg": 0.18083468964323401, "lr": 0.001, "mask_rcnn/accuracy": 0.8926068999028183, "mask_rcnn/false_negative": 0.0979092521828872, "mask_rcnn/false_positive": 0.11820498265401894, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 31.5, "time": 0.6973597686737776, "total_loss": 1.3463444466906367} {"data_time": 0.009757266379892826, "eta_seconds": 27429.719716213644, "iteration": 230659, "loss_fcos_cls": 0.18586038518697023, "loss_fcos_ctr": 0.6124508883804083, "loss_fcos_loc": 0.15652091579977423, "loss_mask": 0.23530205804854631, "loss_maskiou": 0.004122134738281602, "loss_sem_seg": 0.1735738482675515, "lr": 0.001, "mask_rcnn/accuracy": 0.8996457756454517, "mask_rcnn/false_negative": 0.09807321265028969, "mask_rcnn/false_positive": 0.1130419768517587, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 23.75, "time": 0.6859125085175037, "total_loss": 1.3710037692871992} {"data_time": 0.009876960888504982, "eta_seconds": 27405.304978589527, "iteration": 230679, "loss_fcos_cls": 0.1881121158367023, "loss_fcos_ctr": 0.6161229787394404, "loss_fcos_loc": 0.1628056136542, "loss_mask": 0.2475102785974741, "loss_maskiou": 0.004126745247049257, "loss_sem_seg": 0.1748764195945114, "lr": 0.001, "mask_rcnn/accuracy": 0.8930637395803391, "mask_rcnn/false_negative": 0.09357082786001565, "mask_rcnn/false_positive": 0.12801463887199538, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 23.75, "time": 0.6940151201561093, "total_loss": 1.4104028191359248} {"data_time": 0.010064881294965744, "eta_seconds": 27394.362158806063, "iteration": 230699, "loss_fcos_cls": 0.18661285901907831, "loss_fcos_ctr": 0.6152559062466025, "loss_fcos_loc": 0.1607439963845536, "loss_mask": 0.23284929897636175, "loss_maskiou": 0.004097246528544929, "loss_sem_seg": 0.18234178086277097, "lr": 0.001, "mask_rcnn/accuracy": 0.8943877551020408, "mask_rcnn/false_negative": 0.08500403746033458, "mask_rcnn/false_positive": 0.14139148252580042, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 37.25, "time": 0.7040456514805555, "total_loss": 1.388698811402719} {"data_time": 0.010329174809157848, "eta_seconds": 27380.421362307854, "iteration": 230719, "loss_fcos_cls": 0.19529355666600168, "loss_fcos_ctr": 0.6156544261611998, "loss_fcos_loc": 0.1591387325024698, "loss_mask": 0.23510844074189663, "loss_maskiou": 0.004533996579993982, "loss_sem_seg": 0.15509972674772143, "lr": 0.001, "mask_rcnn/accuracy": 0.880856441602615, "mask_rcnn/false_negative": 0.0848023698318956, "mask_rcnn/false_positive": 0.13513100118295893, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.25, "time": 0.700205379165709, "total_loss": 1.3753818016957666} {"data_time": 0.01131740678101778, "eta_seconds": 27411.76402697526, "iteration": 230739, "loss_fcos_cls": 0.1883592321537435, "loss_fcos_ctr": 0.6149389678612351, "loss_fcos_loc": 0.16299271926982328, "loss_mask": 0.24256755411624908, "loss_maskiou": 0.0041244522526540095, "loss_sem_seg": 0.16819904884323478, "lr": 0.001, "mask_rcnn/accuracy": 0.8986268742190754, "mask_rcnn/false_negative": 0.09484718155156457, "mask_rcnn/false_positive": 0.13786652728602747, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.5, "time": 0.7162374882027507, "total_loss": 1.3928838644060306} {"data_time": 0.010214341804385185, "eta_seconds": 27374.80068658758, "iteration": 230759, "loss_fcos_cls": 0.1894058883190155, "loss_fcos_ctr": 0.6128551731817424, "loss_fcos_loc": 0.16466652427334338, "loss_mask": 0.23680581338703632, "loss_maskiou": 0.00418762699700892, "loss_sem_seg": 0.19581509358249605, "lr": 0.001, "mask_rcnn/accuracy": 0.8775865949828208, "mask_rcnn/false_negative": 0.08945516023736419, "mask_rcnn/false_positive": 0.1459385580528843, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 33.0, "time": 0.6805105898529291, "total_loss": 1.4001518527802546} {"data_time": 0.009741115383803844, "eta_seconds": 27339.645081099123, "iteration": 230779, "loss_fcos_cls": 0.1896863675210625, "loss_fcos_ctr": 0.6127616968005896, "loss_fcos_loc": 0.15532269468531013, "loss_mask": 0.22400993295013905, "loss_maskiou": 0.0041045368343475275, "loss_sem_seg": 0.19072410697117448, "lr": 0.001, "mask_rcnn/accuracy": 0.8912290378455792, "mask_rcnn/false_negative": 0.08705117525912551, "mask_rcnn/false_positive": 0.12790254746608137, "roi_head/num_bg_samples": 40.25, "roi_head/num_fg_samples": 26.0, "time": 0.6940522473305464, "total_loss": 1.3982110552678932} {"data_time": 0.010022846981883049, "eta_seconds": 27365.925141370855, "iteration": 230799, "loss_fcos_cls": 0.18825405684765428, "loss_fcos_ctr": 0.6165281990543008, "loss_fcos_loc": 0.1559775184141472, "loss_mask": 0.24210946867242455, "loss_maskiou": 0.005123755949171027, "loss_sem_seg": 0.1718669995898381, "lr": 0.001, "mask_rcnn/accuracy": 0.8832334743107769, "mask_rcnn/false_negative": 0.08607831640549043, "mask_rcnn/false_positive": 0.13044808915983036, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 30.0, "time": 0.7318635350093246, "total_loss": 1.3831218906489084} {"data_time": 0.009339009411633015, "eta_seconds": 27332.944259860553, "iteration": 230819, "loss_fcos_cls": 0.16896222962532192, "loss_fcos_ctr": 0.6126806288957596, "loss_fcos_loc": 0.1560310643981211, "loss_mask": 0.2391701452434063, "loss_maskiou": 0.004056928326463094, "loss_sem_seg": 0.1657978561706841, "lr": 0.001, "mask_rcnn/accuracy": 0.905203207353933, "mask_rcnn/false_negative": 0.0908292511359925, "mask_rcnn/false_positive": 0.12506251422312337, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 38.25, "time": 0.6898736488074064, "total_loss": 1.365250506078155} {"data_time": 0.01042078249156475, "eta_seconds": 27340.542812518775, "iteration": 230839, "loss_fcos_cls": 0.18737535551190376, "loss_fcos_ctr": 0.6130196619778872, "loss_fcos_loc": 0.16273269045632333, "loss_mask": 0.23940618662163615, "loss_maskiou": 0.004373437914182432, "loss_sem_seg": 0.16874317498877645, "lr": 0.001, "mask_rcnn/accuracy": 0.8934866965769774, "mask_rcnn/false_negative": 0.09704524674713402, "mask_rcnn/false_positive": 0.11191169788641744, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 23.25, "time": 0.7056556260213256, "total_loss": 1.3917969757967512} {"data_time": 0.009436734020709991, "eta_seconds": 27305.03997537587, "iteration": 230859, "loss_fcos_cls": 0.1717993839411065, "loss_fcos_ctr": 0.6104964790865779, "loss_fcos_loc": 0.14798289607279003, "loss_mask": 0.21150017343461514, "loss_maskiou": 0.0034938033550133696, "loss_sem_seg": 0.17603534273803234, "lr": 0.001, "mask_rcnn/accuracy": 0.9024822099892589, "mask_rcnn/false_negative": 0.07318991065027972, "mask_rcnn/false_positive": 0.1277233546133789, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 32.75, "time": 0.6665540812537074, "total_loss": 1.3343817982786277} {"data_time": 0.01043319795280695, "eta_seconds": 27291.087833133526, "iteration": 230879, "loss_fcos_cls": 0.1857993109151721, "loss_fcos_ctr": 0.6137780426070094, "loss_fcos_loc": 0.15683241607621312, "loss_mask": 0.2593604288995266, "loss_maskiou": 0.004595315505866893, "loss_sem_seg": 0.18133978685364127, "lr": 0.001, "mask_rcnn/accuracy": 0.8922107360386015, "mask_rcnn/false_negative": 0.09264907540523323, "mask_rcnn/false_positive": 0.11386211048983849, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 31.25, "time": 0.7022860469296575, "total_loss": 1.3826153873305884} {"data_time": 0.010895543731749058, "eta_seconds": 27255.9971014522, "iteration": 230899, "loss_fcos_cls": 0.19252215512096882, "loss_fcos_ctr": 0.6126712397672236, "loss_fcos_loc": 0.16427231300622225, "loss_mask": 0.2470853589475155, "loss_maskiou": 0.004421692181495018, "loss_sem_seg": 0.16535985260270536, "lr": 0.001, "mask_rcnn/accuracy": 0.9094843294460642, "mask_rcnn/false_negative": 0.08436539176059626, "mask_rcnn/false_positive": 0.11769417894971299, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 20.0, "time": 0.6840955521911383, "total_loss": 1.408260602504015} {"data_time": 0.010195636190474033, "eta_seconds": 27222.11486471817, "iteration": 230919, "loss_fcos_cls": 0.18001208314672112, "loss_fcos_ctr": 0.6135699786245823, "loss_fcos_loc": 0.15530169941484928, "loss_mask": 0.2349282829090953, "loss_maskiou": 0.004150866450800095, "loss_sem_seg": 0.18441676022484899, "lr": 0.001, "mask_rcnn/accuracy": 0.8888850377107365, "mask_rcnn/false_negative": 0.10582529425034168, "mask_rcnn/false_positive": 0.13136457937134488, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.5, "time": 0.7016744054853916, "total_loss": 1.3651584734834614} {"data_time": 0.010941795073449612, "eta_seconds": 27224.29463774897, "iteration": 230939, "loss_fcos_cls": 0.17575299949385226, "loss_fcos_ctr": 0.6146550253033638, "loss_fcos_loc": 0.1549287048401311, "loss_mask": 0.23675939394161105, "loss_maskiou": 0.003881954267853871, "loss_sem_seg": 0.17389859491959214, "lr": 0.001, "mask_rcnn/accuracy": 0.9064002756274924, "mask_rcnn/false_negative": 0.0880258608182392, "mask_rcnn/false_positive": 0.11500787841803146, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 22.75, "time": 0.6911227162927389, "total_loss": 1.391510133180418} {"data_time": 0.010774830356240273, "eta_seconds": 27210.355263622478, "iteration": 230959, "loss_fcos_cls": 0.18208185129333287, "loss_fcos_ctr": 0.6131322700530291, "loss_fcos_loc": 0.15717755630612373, "loss_mask": 0.24513725563883781, "loss_maskiou": 0.00449815440151724, "loss_sem_seg": 0.2104625606443733, "lr": 0.001, "mask_rcnn/accuracy": 0.8751869045421786, "mask_rcnn/false_negative": 0.08730358536463635, "mask_rcnn/false_positive": 0.13586035997689927, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 27.25, "time": 0.684245360083878, "total_loss": 1.4121100197789929} {"data_time": 0.010752998292446136, "eta_seconds": 27171.82852929365, "iteration": 230979, "loss_fcos_cls": 0.1853210172848776, "loss_fcos_ctr": 0.6121555063873529, "loss_fcos_loc": 0.1625176774105057, "loss_mask": 0.24076964799314737, "loss_maskiou": 0.00479176274893689, "loss_sem_seg": 0.18810028885491192, "lr": 0.001, "mask_rcnn/accuracy": 0.9119016957744637, "mask_rcnn/false_negative": 0.08426031078963356, "mask_rcnn/false_positive": 0.09916966271249489, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 26.25, "time": 0.6929061822593212, "total_loss": 1.3861361805466004} {"data_time": 0.01040789857506752, "eta_seconds": 27157.901757284068, "iteration": 230999, "loss_fcos_cls": 0.18718775088200346, "loss_fcos_ctr": 0.6144031602889299, "loss_fcos_loc": 0.16499375103740022, "loss_mask": 0.23702718317508698, "loss_maskiou": 0.004443091529537924, "loss_sem_seg": 0.17733435530681163, "lr": 0.001, "mask_rcnn/accuracy": 0.907281145876718, "mask_rcnn/false_negative": 0.08848944734803901, "mask_rcnn/false_positive": 0.12123566145983453, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 24.5, "time": 0.7068281462416053, "total_loss": 1.3836878725087445} {"data_time": 0.009313944727182388, "eta_seconds": 27141.854584246874, "iteration": 231019, "loss_fcos_cls": 0.1894188984297216, "loss_fcos_ctr": 0.6135748317465186, "loss_fcos_loc": 0.1617468583281152, "loss_mask": 0.24267427530139685, "loss_maskiou": 0.00437767382209131, "loss_sem_seg": 0.1599994762800634, "lr": 0.001, "mask_rcnn/accuracy": 0.8987028596403597, "mask_rcnn/false_negative": 0.0904920160220845, "mask_rcnn/false_positive": 0.11597012053601505, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 37.5, "time": 0.696680243127048, "total_loss": 1.3702825028431107} {"data_time": 0.009074242785573006, "eta_seconds": 27154.597767116502, "iteration": 231039, "loss_fcos_cls": 0.1803728541417513, "loss_fcos_ctr": 0.6122341053560376, "loss_fcos_loc": 0.15425810372107662, "loss_mask": 0.23988776560872793, "loss_maskiou": 0.004365684566437267, "loss_sem_seg": 0.16719913063570857, "lr": 0.001, "mask_rcnn/accuracy": 0.890337371776951, "mask_rcnn/false_negative": 0.10243917200605712, "mask_rcnn/false_positive": 0.11671766935449665, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.0, "time": 0.698512208648026, "total_loss": 1.3691564368179456} {"data_time": 0.010837225243449211, "eta_seconds": 27168.161991519853, "iteration": 231059, "loss_fcos_cls": 0.18443736154586077, "loss_fcos_ctr": 0.6137700341641903, "loss_fcos_loc": 0.15447485442564357, "loss_mask": 0.24083502404391766, "loss_maskiou": 0.0036886738453176804, "loss_sem_seg": 0.1765595234464854, "lr": 0.001, "mask_rcnn/accuracy": 0.8894115600785769, "mask_rcnn/false_negative": 0.07554758551069696, "mask_rcnn/false_positive": 0.13353390681735283, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.75, "time": 0.7150373803451657, "total_loss": 1.380023867645832} {"data_time": 0.010238099843263626, "eta_seconds": 27146.376312477514, "iteration": 231079, "loss_fcos_cls": 0.18956703692674637, "loss_fcos_ctr": 0.6128535615280271, "loss_fcos_loc": 0.15727297542616725, "loss_mask": 0.2371931318193674, "loss_maskiou": 0.003885271515173372, "loss_sem_seg": 0.1685750603210181, "lr": 0.001, "mask_rcnn/accuracy": 0.9144433815192744, "mask_rcnn/false_negative": 0.07204935346692981, "mask_rcnn/false_positive": 0.0909985710825005, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 22.5, "time": 0.6734494725242257, "total_loss": 1.3748861595286144} {"data_time": 0.009358365088701248, "eta_seconds": 27146.950796934776, "iteration": 231099, "loss_fcos_cls": 0.18099612125661224, "loss_fcos_ctr": 0.6131694805808365, "loss_fcos_loc": 0.15577520721126348, "loss_mask": 0.24198430124670267, "loss_maskiou": 0.004274787941540126, "loss_sem_seg": 0.19260954880155623, "lr": 0.001, "mask_rcnn/accuracy": 0.8972863870823055, "mask_rcnn/false_negative": 0.08838621205919475, "mask_rcnn/false_positive": 0.11544082304914233, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 27.5, "time": 0.7027953807264566, "total_loss": 1.3938126034336165} {"data_time": 0.00997630599886179, "eta_seconds": 27132.993854544125, "iteration": 231119, "loss_fcos_cls": 0.18079934769775718, "loss_fcos_ctr": 0.6124547962099314, "loss_fcos_loc": 0.15488832723349333, "loss_mask": 0.24822257086634636, "loss_maskiou": 0.004568827185721602, "loss_sem_seg": 0.18805625289678574, "lr": 0.001, "mask_rcnn/accuracy": 0.9034172448099171, "mask_rcnn/false_negative": 0.08938674270560551, "mask_rcnn/false_positive": 0.09368077240090115, "roi_head/num_bg_samples": 40.25, "roi_head/num_fg_samples": 24.75, "time": 0.6927918875589967, "total_loss": 1.4216756953828735} {"data_time": 0.010058482177555561, "eta_seconds": 27104.5278867241, "iteration": 231139, "loss_fcos_cls": 0.17831402912270278, "loss_fcos_ctr": 0.6133258659392595, "loss_fcos_loc": 0.1502872067503631, "loss_mask": 0.23491678712889552, "loss_maskiou": 0.004007671115687117, "loss_sem_seg": 0.17406571027822793, "lr": 0.001, "mask_rcnn/accuracy": 0.8903087820949276, "mask_rcnn/false_negative": 0.09486301512257017, "mask_rcnn/false_positive": 0.13086673012430156, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.75, "time": 0.7035068171098828, "total_loss": 1.3572309893497732} {"data_time": 0.009940425865352154, "eta_seconds": 27090.57841147296, "iteration": 231159, "loss_fcos_cls": 0.17751872236840427, "loss_fcos_ctr": 0.6120199011638761, "loss_fcos_loc": 0.1523784357123077, "loss_mask": 0.24687556084245443, "loss_maskiou": 0.00457196347633726, "loss_sem_seg": 0.18175489187706262, "lr": 0.001, "mask_rcnn/accuracy": 0.9023870262390671, "mask_rcnn/false_negative": 0.09518719358480673, "mask_rcnn/false_positive": 0.11110599160288978, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 33.5, "time": 0.6921646101400256, "total_loss": 1.3873516923449642} {"data_time": 0.010935680009424686, "eta_seconds": 27102.947225721553, "iteration": 231179, "loss_fcos_cls": 0.1743639640044421, "loss_fcos_ctr": 0.6139567121863365, "loss_fcos_loc": 0.15238858642987907, "loss_mask": 0.23646060284227133, "loss_maskiou": 0.0041179716754413676, "loss_sem_seg": 0.1539711399236694, "lr": 0.001, "mask_rcnn/accuracy": 0.8888151905189077, "mask_rcnn/false_negative": 0.09864611094474911, "mask_rcnn/false_positive": 0.10078516031864362, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 35.5, "time": 0.7165654068812728, "total_loss": 1.3423555965528067} {"data_time": 0.009946324862539768, "eta_seconds": 27087.363119630143, "iteration": 231199, "loss_fcos_cls": 0.17943087336607277, "loss_fcos_ctr": 0.6142559703439474, "loss_fcos_loc": 0.15573860751464963, "loss_mask": 0.23129116324707866, "loss_maskiou": 0.004196446916466812, "loss_sem_seg": 0.18002073955722153, "lr": 0.001, "mask_rcnn/accuracy": 0.9058482142857143, "mask_rcnn/false_negative": 0.08336028020594274, "mask_rcnn/false_positive": 0.11928353103004927, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 32.25, "time": 0.6905322941020131, "total_loss": 1.3776466785056982} {"data_time": 0.01024692039936781, "eta_seconds": 27067.950627727434, "iteration": 231219, "loss_fcos_cls": 0.19097377685829997, "loss_fcos_ctr": 0.614002457819879, "loss_fcos_loc": 0.15988441207446158, "loss_mask": 0.22369691170752048, "loss_maskiou": 0.003936736879950331, "loss_sem_seg": 0.1792565882205963, "lr": 0.001, "mask_rcnn/accuracy": 0.9049814219165928, "mask_rcnn/false_negative": 0.07500920694983555, "mask_rcnn/false_positive": 0.11225492828980349, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 28.5, "time": 0.6721242647618055, "total_loss": 1.377344833847019} {"data_time": 0.009812007658183575, "eta_seconds": 27061.058123597875, "iteration": 231239, "loss_fcos_cls": 0.18814833497162908, "loss_fcos_ctr": 0.6150562670081854, "loss_fcos_loc": 0.15188647259492427, "loss_mask": 0.23136786557734013, "loss_maskiou": 0.003946550903492607, "loss_sem_seg": 0.1821480975486338, "lr": 0.001, "mask_rcnn/accuracy": 0.9037096088435375, "mask_rcnn/false_negative": 0.0697867473323563, "mask_rcnn/false_positive": 0.13167579312728162, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 29.5, "time": 0.6973579926416278, "total_loss": 1.4062705000615097} {"data_time": 0.00960550643503666, "eta_seconds": 27054.980309631675, "iteration": 231259, "loss_fcos_cls": 0.19938650270341896, "loss_fcos_ctr": 0.6149925221689045, "loss_fcos_loc": 0.15747978200670332, "loss_mask": 0.22929062112234533, "loss_maskiou": 0.004559985376545228, "loss_sem_seg": 0.16840076236985624, "lr": 0.001, "mask_rcnn/accuracy": 0.8926584978253596, "mask_rcnn/false_negative": 0.10015879878275623, "mask_rcnn/false_positive": 0.11055500896145815, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 30.0, "time": 0.7148791328072548, "total_loss": 1.3758830613296595} {"data_time": 0.009664306417107582, "eta_seconds": 27041.01320485398, "iteration": 231279, "loss_fcos_cls": 0.17808617179980502, "loss_fcos_ctr": 0.6139724715612829, "loss_fcos_loc": 0.15926817455329, "loss_mask": 0.24004285410046577, "loss_maskiou": 0.004371214141428936, "loss_sem_seg": 0.1478184622246772, "lr": 0.001, "mask_rcnn/accuracy": 0.9109122097114708, "mask_rcnn/false_negative": 0.07153576581983678, "mask_rcnn/false_positive": 0.10978560206352722, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 23.75, "time": 0.6901737805455923, "total_loss": 1.3724148889959906} {"data_time": 0.011069081723690033, "eta_seconds": 27034.954968705773, "iteration": 231299, "loss_fcos_cls": 0.18584361555986106, "loss_fcos_ctr": 0.6152019631117582, "loss_fcos_loc": 0.1612272635102272, "loss_mask": 0.24887654557824135, "loss_maskiou": 0.0045857754375902005, "loss_sem_seg": 0.17965715704485774, "lr": 0.001, "mask_rcnn/accuracy": 0.9111322249988432, "mask_rcnn/false_negative": 0.08238819461870105, "mask_rcnn/false_positive": 0.0957132003224889, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 24.5, "time": 0.7095042346045375, "total_loss": 1.4039203930733493} {"data_time": 0.01088299136608839, "eta_seconds": 27018.665384780616, "iteration": 231319, "loss_fcos_cls": 0.18780571967363358, "loss_fcos_ctr": 0.6128213768824935, "loss_fcos_loc": 0.15270532865542918, "loss_mask": 0.23020952846854925, "loss_maskiou": 0.003938489986467175, "loss_sem_seg": 0.1666671670973301, "lr": 0.001, "mask_rcnn/accuracy": 0.8997279896514591, "mask_rcnn/false_negative": 0.09341069267216981, "mask_rcnn/false_positive": 0.12369907491203377, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 23.5, "time": 0.7124092914164066, "total_loss": 1.3545123272197088} {"data_time": 0.01026943139731884, "eta_seconds": 27013.982635603286, "iteration": 231339, "loss_fcos_cls": 0.18002823408460245, "loss_fcos_ctr": 0.6128809386864305, "loss_fcos_loc": 0.15225351811386645, "loss_mask": 0.22933908784762025, "loss_maskiou": 0.0038570639881072566, "loss_sem_seg": 0.17678927816450596, "lr": 0.001, "mask_rcnn/accuracy": 0.894709853638425, "mask_rcnn/false_negative": 0.09224145534531944, "mask_rcnn/false_positive": 0.12023186210755168, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 32.25, "time": 0.7064687022939324, "total_loss": 1.344181094034866} {"data_time": 0.011306124739348888, "eta_seconds": 27005.984274137765, "iteration": 231359, "loss_fcos_cls": 0.1780709472950548, "loss_fcos_ctr": 0.6141841541975737, "loss_fcos_loc": 0.15753872133791447, "loss_mask": 0.24805992282927036, "loss_maskiou": 0.004438377543920069, "loss_sem_seg": 0.18294127634726465, "lr": 0.001, "mask_rcnn/accuracy": 0.9022039677114866, "mask_rcnn/false_negative": 0.08775092546387347, "mask_rcnn/false_positive": 0.10973924849410813, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.25, "time": 0.7137193772941828, "total_loss": 1.3925451308459742} {"data_time": 0.010224586352705956, "eta_seconds": 26979.070200935006, "iteration": 231379, "loss_fcos_cls": 0.1917776723857969, "loss_fcos_ctr": 0.6130315237678587, "loss_fcos_loc": 0.15990248718298972, "loss_mask": 0.22713725408539176, "loss_maskiou": 0.0041754845951800235, "loss_sem_seg": 0.16390460869297385, "lr": 0.001, "mask_rcnn/accuracy": 0.8992851828231292, "mask_rcnn/false_negative": 0.07905629352586395, "mask_rcnn/false_positive": 0.1368885378326049, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.25, "time": 0.6959362113848329, "total_loss": 1.3796883966570022} {"data_time": 0.010954711586236954, "eta_seconds": 26951.937468674965, "iteration": 231399, "loss_fcos_cls": 0.1840361914364621, "loss_fcos_ctr": 0.614619376603514, "loss_fcos_loc": 0.1542546118143946, "loss_mask": 0.24957288149744272, "loss_maskiou": 0.004400334655656479, "loss_sem_seg": 0.1833703895099461, "lr": 0.001, "mask_rcnn/accuracy": 0.8929098269742679, "mask_rcnn/false_negative": 0.08819576463939852, "mask_rcnn/false_positive": 0.11499943314293437, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 21.75, "time": 0.6938735339790583, "total_loss": 1.3965807442964433} {"data_time": 0.010506781749427319, "eta_seconds": 26936.592038397677, "iteration": 231419, "loss_fcos_cls": 0.18816960783442482, "loss_fcos_ctr": 0.6139374831691384, "loss_fcos_loc": 0.15963009116239846, "loss_mask": 0.2362000197172165, "loss_maskiou": 0.004063924183355994, "loss_sem_seg": 0.159168187296018, "lr": 0.001, "mask_rcnn/accuracy": 0.9096675354924579, "mask_rcnn/false_negative": 0.08639844282113632, "mask_rcnn/false_positive": 0.1030922531058904, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.25, "time": 0.7036260711029172, "total_loss": 1.3729580371382326} {"data_time": 0.010036839172244072, "eta_seconds": 26934.84542546794, "iteration": 231439, "loss_fcos_cls": 0.19578007655218244, "loss_fcos_ctr": 0.6153089590370655, "loss_fcos_loc": 0.1687209898373112, "loss_mask": 0.24763227067887783, "loss_maskiou": 0.004612752476532478, "loss_sem_seg": 0.1850168751552701, "lr": 0.001, "mask_rcnn/accuracy": 0.9052631952595509, "mask_rcnn/false_negative": 0.07962505759202093, "mask_rcnn/false_positive": 0.11102244036266005, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 24.25, "time": 0.7033628411591053, "total_loss": 1.435695810128891} {"data_time": 0.01003454439342022, "eta_seconds": 26936.094819221646, "iteration": 231459, "loss_fcos_cls": 0.1880490571493283, "loss_fcos_ctr": 0.6124946223571897, "loss_fcos_loc": 0.15487814566586167, "loss_mask": 0.23926956532523036, "loss_maskiou": 0.004285676441213582, "loss_sem_seg": 0.1815830001141876, "lr": 0.001, "mask_rcnn/accuracy": 0.9047129751350658, "mask_rcnn/false_negative": 0.0800448926044274, "mask_rcnn/false_positive": 0.1027833358961809, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 25.0, "time": 0.7036594552919269, "total_loss": 1.4112989539025875} {"data_time": 0.009344207122921944, "eta_seconds": 26920.972536400892, "iteration": 231479, "loss_fcos_cls": 0.18098551221191883, "loss_fcos_ctr": 0.612594866193831, "loss_fcos_loc": 0.1566443983465433, "loss_mask": 0.23405647184699774, "loss_maskiou": 0.003966396223404445, "loss_sem_seg": 0.1820776667445898, "lr": 0.001, "mask_rcnn/accuracy": 0.8848126521250702, "mask_rcnn/false_negative": 0.10313098411986181, "mask_rcnn/false_positive": 0.1291036973433174, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 24.0, "time": 0.7054960178211331, "total_loss": 1.3808625903402572} {"data_time": 0.01015898585319519, "eta_seconds": 26908.139037255198, "iteration": 231499, "loss_fcos_cls": 0.17945460486225784, "loss_fcos_ctr": 0.6119807548820972, "loss_fcos_loc": 0.15339379658689722, "loss_mask": 0.23113153548911214, "loss_maskiou": 0.003944073148886673, "loss_sem_seg": 0.16771675879135728, "lr": 0.001, "mask_rcnn/accuracy": 0.9004732327713694, "mask_rcnn/false_negative": 0.07716358863751165, "mask_rcnn/false_positive": 0.10733555683673851, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 24.5, "time": 0.7060776501893997, "total_loss": 1.3444331717764726} {"data_time": 0.010271774604916573, "eta_seconds": 26906.19314905163, "iteration": 231519, "loss_fcos_cls": 0.17364156316034496, "loss_fcos_ctr": 0.6116894888691604, "loss_fcos_loc": 0.14750080817611888, "loss_mask": 0.2550556296482682, "loss_maskiou": 0.004423243619385175, "loss_sem_seg": 0.16783263580873609, "lr": 0.001, "mask_rcnn/accuracy": 0.8947580168900963, "mask_rcnn/false_negative": 0.08290454276289567, "mask_rcnn/false_positive": 0.12270926435846666, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 28.5, "time": 0.6897662375122309, "total_loss": 1.3886585479340283} {"data_time": 0.011592727154493332, "eta_seconds": 26879.04064594675, "iteration": 231539, "loss_fcos_cls": 0.17702652025036514, "loss_fcos_ctr": 0.6152126053348184, "loss_fcos_loc": 0.16316251596435905, "loss_mask": 0.24590692901983857, "loss_maskiou": 0.003970314559410326, "loss_sem_seg": 0.1866596459876746, "lr": 0.001, "mask_rcnn/accuracy": 0.9021398523351649, "mask_rcnn/false_negative": 0.08144010975096146, "mask_rcnn/false_positive": 0.12450937905059023, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 28.5, "time": 0.6917621213942766, "total_loss": 1.4000760734707} {"data_time": 0.00950759369879961, "eta_seconds": 26865.0633491287, "iteration": 231559, "loss_fcos_cls": 0.18033732590265572, "loss_fcos_ctr": 0.6151895294897258, "loss_fcos_loc": 0.1573475167970173, "loss_mask": 0.24912065733224154, "loss_maskiou": 0.004297438557841815, "loss_sem_seg": 0.18238626280799508, "lr": 0.001, "mask_rcnn/accuracy": 0.883431997320565, "mask_rcnn/false_negative": 0.09654257926601088, "mask_rcnn/false_positive": 0.14585154222895347, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 29.0, "time": 0.6919275540858507, "total_loss": 1.3791868101980072} {"data_time": 0.009188037365674973, "eta_seconds": 26839.358281508088, "iteration": 231579, "loss_fcos_cls": 0.18575684260576963, "loss_fcos_ctr": 0.6115774512290955, "loss_fcos_loc": 0.16632493922952563, "loss_mask": 0.24523005401715636, "loss_maskiou": 0.004514453878073255, "loss_sem_seg": 0.186688196612522, "lr": 0.001, "mask_rcnn/accuracy": 0.8837849832915623, "mask_rcnn/false_negative": 0.09704275191986148, "mask_rcnn/false_positive": 0.11094347890797734, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.5, "time": 0.675218153744936, "total_loss": 1.3981280190491816} {"data_time": 0.009954924695193768, "eta_seconds": 26814.553186414763, "iteration": 231599, "loss_fcos_cls": 0.18255066103301942, "loss_fcos_ctr": 0.6119694374501705, "loss_fcos_loc": 0.15240229154005647, "loss_mask": 0.22920985985547304, "loss_maskiou": 0.004259823304892052, "loss_sem_seg": 0.1812675124965608, "lr": 0.001, "mask_rcnn/accuracy": 0.8916054507087116, "mask_rcnn/false_negative": 0.07936163322841568, "mask_rcnn/false_positive": 0.12973171169752823, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 31.75, "time": 0.6759319696575403, "total_loss": 1.3526667559272028} {"data_time": 0.010423105210065842, "eta_seconds": 26811.415897622705, "iteration": 231619, "loss_fcos_cls": 0.19429535715607926, "loss_fcos_ctr": 0.6163781378418207, "loss_fcos_loc": 0.16636821057181805, "loss_mask": 0.24993208376690745, "loss_maskiou": 0.0043849173380294815, "loss_sem_seg": 0.17653013905510306, "lr": 0.001, "mask_rcnn/accuracy": 0.8924017891803461, "mask_rcnn/false_negative": 0.08240116367961842, "mask_rcnn/false_positive": 0.14158767894911922, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.707145819440484, "total_loss": 1.4125053049065173} {"data_time": 0.010045051574707031, "eta_seconds": 26797.444705680013, "iteration": 231639, "loss_fcos_cls": 0.18787039397284389, "loss_fcos_ctr": 0.6140790646895766, "loss_fcos_loc": 0.1583374229958281, "loss_mask": 0.2485857680439949, "loss_maskiou": 0.004368676454760134, "loss_sem_seg": 0.17247860552743077, "lr": 0.001, "mask_rcnn/accuracy": 0.897146560236998, "mask_rcnn/false_negative": 0.08408607674743816, "mask_rcnn/false_positive": 0.10502122304788694, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 24.5, "time": 0.7024614317342639, "total_loss": 1.4022217395377083} {"data_time": 0.010251865722239017, "eta_seconds": 26796.315909389406, "iteration": 231659, "loss_fcos_cls": 0.18811571027617902, "loss_fcos_ctr": 0.6146284136921167, "loss_fcos_loc": 0.16064733150415123, "loss_mask": 0.2348659341223538, "loss_maskiou": 0.003595361244151718, "loss_sem_seg": 0.2031719763763249, "lr": 0.001, "mask_rcnn/accuracy": 0.882481684981685, "mask_rcnn/false_negative": 0.09640835185670396, "mask_rcnn/false_positive": 0.13822944860631325, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 31.75, "time": 0.7082138387486339, "total_loss": 1.402428481640527} {"data_time": 0.009832636453211308, "eta_seconds": 26782.338018406183, "iteration": 231679, "loss_fcos_cls": 0.18215273320674896, "loss_fcos_ctr": 0.6156944911926985, "loss_fcos_loc": 0.1632395379128866, "loss_mask": 0.22733752615749836, "loss_maskiou": 0.003696684627357172, "loss_sem_seg": 0.16508074710145593, "lr": 0.001, "mask_rcnn/accuracy": 0.9186397640079487, "mask_rcnn/false_negative": 0.09699024191437564, "mask_rcnn/false_positive": 0.0756739304955438, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 25.25, "time": 0.691972291097045, "total_loss": 1.366730946257121} {"data_time": 0.00988426711410284, "eta_seconds": 26778.09052820597, "iteration": 231699, "loss_fcos_cls": 0.1797863565152511, "loss_fcos_ctr": 0.6134566022083163, "loss_fcos_loc": 0.1536239751148969, "loss_mask": 0.23342032451182604, "loss_maskiou": 0.0041912756096280646, "loss_sem_seg": 0.15645257662981749, "lr": 0.001, "mask_rcnn/accuracy": 0.8774407502086075, "mask_rcnn/false_negative": 0.10843684855918986, "mask_rcnn/false_positive": 0.13539712993823189, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 29.75, "time": 0.7154584806412458, "total_loss": 1.3622402213368332} {"data_time": 0.009860324673354626, "eta_seconds": 26753.24497458432, "iteration": 231719, "loss_fcos_cls": 0.180432349559851, "loss_fcos_ctr": 0.6135867680422962, "loss_fcos_loc": 0.15600377973169088, "loss_mask": 0.23258200101554394, "loss_maskiou": 0.0039690232879365794, "loss_sem_seg": 0.1617930792272091, "lr": 0.001, "mask_rcnn/accuracy": 0.8774232173106397, "mask_rcnn/false_negative": 0.11813471539645076, "mask_rcnn/false_positive": 0.13406490668754245, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.75, "time": 0.6899715336039662, "total_loss": 1.376049292161042} {"data_time": 0.009472034871578217, "eta_seconds": 26725.827105248347, "iteration": 231739, "loss_fcos_cls": 0.19613291253335774, "loss_fcos_ctr": 0.6134019549936056, "loss_fcos_loc": 0.15119983721524477, "loss_mask": 0.2360316189005971, "loss_maskiou": 0.004113027180210338, "loss_sem_seg": 0.18320230185054243, "lr": 0.001, "mask_rcnn/accuracy": 0.8909847451911799, "mask_rcnn/false_negative": 0.10041524715438646, "mask_rcnn/false_positive": 0.12773736801799296, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 27.75, "time": 0.7077785581350327, "total_loss": 1.3819954647769919} {"data_time": 0.009914648719131947, "eta_seconds": 26731.340678530745, "iteration": 231759, "loss_fcos_cls": 0.1797039671218954, "loss_fcos_ctr": 0.6136730797588825, "loss_fcos_loc": 0.15335560019593686, "loss_mask": 0.23507305840030313, "loss_maskiou": 0.004237266217387514, "loss_sem_seg": 0.16781381983309984, "lr": 0.001, "mask_rcnn/accuracy": 0.8962709760349351, "mask_rcnn/false_negative": 0.08742930613545705, "mask_rcnn/false_positive": 0.1286159780954239, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.75, "time": 0.7152940891683102, "total_loss": 1.3566831817661296} {"data_time": 0.011088096536695957, "eta_seconds": 26723.645346089266, "iteration": 231779, "loss_fcos_cls": 0.1769906876143068, "loss_fcos_ctr": 0.6148762828670442, "loss_fcos_loc": 0.15895952592836693, "loss_mask": 0.2285951916128397, "loss_maskiou": 0.004050685072797933, "loss_sem_seg": 0.18353802850469947, "lr": 0.001, "mask_rcnn/accuracy": 0.8945753301320529, "mask_rcnn/false_negative": 0.0966917087227097, "mask_rcnn/false_positive": 0.12518133115504115, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.25, "time": 0.7148743830621243, "total_loss": 1.3698822374290103} {"data_time": 0.010461615398526192, "eta_seconds": 26698.47067250684, "iteration": 231799, "loss_fcos_cls": 0.17874676850624382, "loss_fcos_ctr": 0.6106650419533253, "loss_fcos_loc": 0.15510662458837032, "loss_mask": 0.23087943065911531, "loss_maskiou": 0.003600334079237655, "loss_sem_seg": 0.15552782034501433, "lr": 0.001, "mask_rcnn/accuracy": 0.883518586005831, "mask_rcnn/false_negative": 0.09336530878694882, "mask_rcnn/false_positive": 0.13458422418887683, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 23.25, "time": 0.7197913099080324, "total_loss": 1.3298040506633697} {"data_time": 0.01046761404722929, "eta_seconds": 26702.2307691006, "iteration": 231819, "loss_fcos_cls": 0.1863546809181571, "loss_fcos_ctr": 0.6142236413434148, "loss_fcos_loc": 0.16015317989513278, "loss_mask": 0.25037160608917475, "loss_maskiou": 0.00417429801018443, "loss_sem_seg": 0.17499044933356345, "lr": 0.001, "mask_rcnn/accuracy": 0.8924696894886988, "mask_rcnn/false_negative": 0.09809386908918655, "mask_rcnn/false_positive": 0.11941489422251174, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.0, "time": 0.7019817978143692, "total_loss": 1.376410694902006} {"data_time": 0.010098837316036224, "eta_seconds": 26697.741563086398, "iteration": 231839, "loss_fcos_cls": 0.1845335560501553, "loss_fcos_ctr": 0.6119626741856337, "loss_fcos_loc": 0.16223608900327235, "loss_mask": 0.2389918863773346, "loss_maskiou": 0.004831393918721005, "loss_sem_seg": 0.18820545310154557, "lr": 0.001, "mask_rcnn/accuracy": 0.8979502709468881, "mask_rcnn/false_negative": 0.09475799772555815, "mask_rcnn/false_positive": 0.1290133486347514, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 34.75, "time": 0.709415796212852, "total_loss": 1.3974460054269002} {"data_time": 0.010597221553325653, "eta_seconds": 26718.6948881587, "iteration": 231859, "loss_fcos_cls": 0.1716334050288424, "loss_fcos_ctr": 0.6130535481497645, "loss_fcos_loc": 0.14903038169723004, "loss_mask": 0.22841198835521936, "loss_maskiou": 0.004078415535332169, "loss_sem_seg": 0.17794749233871698, "lr": 0.001, "mask_rcnn/accuracy": 0.904221447107864, "mask_rcnn/false_negative": 0.09980301652996282, "mask_rcnn/false_positive": 0.10302772560276902, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 23.75, "time": 0.7092533763498068, "total_loss": 1.350909799177316} {"data_time": 0.010463838465511799, "eta_seconds": 26702.055197129957, "iteration": 231879, "loss_fcos_cls": 0.18716961541213095, "loss_fcos_ctr": 0.6118494113907218, "loss_fcos_loc": 0.15264423610642552, "loss_mask": 0.2369330246001482, "loss_maskiou": 0.003797423058131244, "loss_sem_seg": 0.1732553030597046, "lr": 0.001, "mask_rcnn/accuracy": 0.9010309352106227, "mask_rcnn/false_negative": 0.09309360207268433, "mask_rcnn/false_positive": 0.1216454898099075, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 27.25, "time": 0.6988267041742802, "total_loss": 1.3493521925538516} {"data_time": 0.009996860288083553, "eta_seconds": 26690.44110608287, "iteration": 231899, "loss_fcos_cls": 0.18138204206479713, "loss_fcos_ctr": 0.6148649146780372, "loss_fcos_loc": 0.14922290801769122, "loss_mask": 0.23395785316824913, "loss_maskiou": 0.0039442268316634, "loss_sem_seg": 0.15891884011216462, "lr": 0.001, "mask_rcnn/accuracy": 0.8858737039303148, "mask_rcnn/false_negative": 0.08999960228903767, "mask_rcnn/false_positive": 0.13340487699936643, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.5, "time": 0.6981603465974331, "total_loss": 1.3391932585218456} {"data_time": 0.009728061966598034, "eta_seconds": 26674.254674923606, "iteration": 231919, "loss_fcos_cls": 0.18326775380410254, "loss_fcos_ctr": 0.6129220938310027, "loss_fcos_loc": 0.15516750476672314, "loss_mask": 0.23354718461632729, "loss_maskiou": 0.0037917169902357273, "loss_sem_seg": 0.18744102923665196, "lr": 0.001, "mask_rcnn/accuracy": 0.9074589144464921, "mask_rcnn/false_negative": 0.07454751869877242, "mask_rcnn/false_positive": 0.11504138831036784, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 25.25, "time": 0.6842903541401029, "total_loss": 1.3549794345635746} {"data_time": 0.008882380090653896, "eta_seconds": 26660.245455273427, "iteration": 231939, "loss_fcos_cls": 0.1821617279201746, "loss_fcos_ctr": 0.6132327299565077, "loss_fcos_loc": 0.160437774611637, "loss_mask": 0.24282930651679635, "loss_maskiou": 0.004201241739792749, "loss_sem_seg": 0.15845474787056446, "lr": 0.001, "mask_rcnn/accuracy": 0.8893191954838424, "mask_rcnn/false_negative": 0.10051767585711376, "mask_rcnn/false_positive": 0.11240334828875982, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 31.75, "time": 0.7007046015933156, "total_loss": 1.3712458418667666} {"data_time": 0.010195102542638779, "eta_seconds": 26650.65352463629, "iteration": 231959, "loss_fcos_cls": 0.18251551548019052, "loss_fcos_ctr": 0.6112501136958599, "loss_fcos_loc": 0.15542911272495985, "loss_mask": 0.23692611791193485, "loss_maskiou": 0.004495350251090713, "loss_sem_seg": 0.16246845270507038, "lr": 0.001, "mask_rcnn/accuracy": 0.9011171000658328, "mask_rcnn/false_negative": 0.06609786650630989, "mask_rcnn/false_positive": 0.1109696330732006, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 26.5, "time": 0.7023764383047819, "total_loss": 1.3666789804119617} {"data_time": 0.010386423207819462, "eta_seconds": 26638.403054372407, "iteration": 231979, "loss_fcos_cls": 0.18277326360112056, "loss_fcos_ctr": 0.6123504163697362, "loss_fcos_loc": 0.15378195041557774, "loss_mask": 0.24759783502668142, "loss_maskiou": 0.004316318889323156, "loss_sem_seg": 0.22123531042598188, "lr": 0.001, "mask_rcnn/accuracy": 0.8972045068027211, "mask_rcnn/false_negative": 0.08620516592151785, "mask_rcnn/false_positive": 0.13980658749895092, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 27.5, "time": 0.6958094155415893, "total_loss": 1.4126503174411482} {"data_time": 0.010211539454758167, "eta_seconds": 26623.207387735136, "iteration": 231999, "loss_fcos_cls": 0.18237097817473114, "loss_fcos_ctr": 0.615132475271821, "loss_fcos_loc": 0.15966604667482898, "loss_mask": 0.24364666547626257, "loss_maskiou": 0.004269893888704246, "loss_sem_seg": 0.17501420271582901, "lr": 0.001, "mask_rcnn/accuracy": 0.8853717806770802, "mask_rcnn/false_negative": 0.08569574099029414, "mask_rcnn/false_positive": 0.1245689079578316, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 24.5, "time": 0.7080267304554582, "total_loss": 1.4027933946053963} {"data_time": 0.009583564475178719, "eta_seconds": 26613.079095712863, "iteration": 232019, "loss_fcos_cls": 0.18537771375849843, "loss_fcos_ctr": 0.6140965302474797, "loss_fcos_loc": 0.1523491581901908, "loss_mask": 0.23742488957941532, "loss_maskiou": 0.004431402616319247, "loss_sem_seg": 0.18051315029151738, "lr": 0.001, "mask_rcnn/accuracy": 0.895655672983479, "mask_rcnn/false_negative": 0.08394809983238194, "mask_rcnn/false_positive": 0.11269548846564344, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.25, "time": 0.7029164470732212, "total_loss": 1.3581856173404958} {"data_time": 0.010389070026576519, "eta_seconds": 26599.065205032937, "iteration": 232039, "loss_fcos_cls": 0.17606102192075923, "loss_fcos_ctr": 0.6159664373844862, "loss_fcos_loc": 0.1619416088797152, "loss_mask": 0.24779114359989762, "loss_maskiou": 0.004136026902415324, "loss_sem_seg": 0.1723802061751485, "lr": 0.001, "mask_rcnn/accuracy": 0.9043535546086567, "mask_rcnn/false_negative": 0.0951964109434132, "mask_rcnn/false_positive": 0.10977666600551517, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.0, "time": 0.6972037749364972, "total_loss": 1.389151627307001} {"data_time": 0.010533579625189304, "eta_seconds": 26582.353180767037, "iteration": 232059, "loss_fcos_cls": 0.1852987443562597, "loss_fcos_ctr": 0.6137874401174486, "loss_fcos_loc": 0.15644457831513137, "loss_mask": 0.24077081121504307, "loss_maskiou": 0.004353640841145534, "loss_sem_seg": 0.19222035049460828, "lr": 0.001, "mask_rcnn/accuracy": 0.8936367583783997, "mask_rcnn/false_negative": 0.08373755205398442, "mask_rcnn/false_positive": 0.1293348728347064, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.75, "time": 0.7106106672435999, "total_loss": 1.419129217407317} {"data_time": 0.009389281272888184, "eta_seconds": 26569.8960944172, "iteration": 232079, "loss_fcos_cls": 0.18349930073600262, "loss_fcos_ctr": 0.6123978979885578, "loss_fcos_loc": 0.15138378931442276, "loss_mask": 0.2421442368067801, "loss_maskiou": 0.004361093713669106, "loss_sem_seg": 0.18021446513012052, "lr": 0.001, "mask_rcnn/accuracy": 0.9096607392957183, "mask_rcnn/false_negative": 0.07106920443135777, "mask_rcnn/false_positive": 0.11335710781692296, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 28.25, "time": 0.698409054428339, "total_loss": 1.3819199647186906} {"data_time": 0.01018238253891468, "eta_seconds": 26555.882805688307, "iteration": 232099, "loss_fcos_cls": 0.1836888501420617, "loss_fcos_ctr": 0.615602997597307, "loss_fcos_loc": 0.16093733347952366, "loss_mask": 0.2362916124984622, "loss_maskiou": 0.003518536228511948, "loss_sem_seg": 0.2008990626782179, "lr": 0.001, "mask_rcnn/accuracy": 0.9041104344963792, "mask_rcnn/false_negative": 0.08327705265459615, "mask_rcnn/false_positive": 0.11170094723620777, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 24.75, "time": 0.6940542291849852, "total_loss": 1.3934431971501908} {"data_time": 0.00963378045707941, "eta_seconds": 26543.727578722872, "iteration": 232119, "loss_fcos_cls": 0.1793321642326191, "loss_fcos_ctr": 0.6132625127211213, "loss_fcos_loc": 0.16294947848655283, "loss_mask": 0.24056141078472137, "loss_maskiou": 0.004531603037321474, "loss_sem_seg": 0.16913615842349827, "lr": 0.001, "mask_rcnn/accuracy": 0.8853544082137025, "mask_rcnn/false_negative": 0.10112074071628308, "mask_rcnn/false_positive": 0.12232664111964704, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 25.25, "time": 0.7051104689016938, "total_loss": 1.40133017757762} {"data_time": 0.009851733222603798, "eta_seconds": 26527.85622823052, "iteration": 232139, "loss_fcos_cls": 0.19028184190392494, "loss_fcos_ctr": 0.6144456882029772, "loss_fcos_loc": 0.16273745358921587, "loss_mask": 0.23635706026107073, "loss_maskiou": 0.0038777301742811687, "loss_sem_seg": 0.15772197232581675, "lr": 0.001, "mask_rcnn/accuracy": 0.8970924291342082, "mask_rcnn/false_negative": 0.10084280600834142, "mask_rcnn/false_positive": 0.1005865685828049, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 26.75, "time": 0.6886351425200701, "total_loss": 1.3818661983132188} {"data_time": 0.010194530710577965, "eta_seconds": 26518.598307486624, "iteration": 232159, "loss_fcos_cls": 0.18799401039723307, "loss_fcos_ctr": 0.6170126348733902, "loss_fcos_loc": 0.16632387146819383, "loss_mask": 0.2514893771149218, "loss_maskiou": 0.004741962875414174, "loss_sem_seg": 0.18586364341899753, "lr": 0.001, "mask_rcnn/accuracy": 0.8905559034838426, "mask_rcnn/false_negative": 0.09450440419146774, "mask_rcnn/false_positive": 0.128126910183572, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 28.5, "time": 0.7264447035267949, "total_loss": 1.4119381591735873} {"data_time": 0.01004078146070242, "eta_seconds": 26499.829650772735, "iteration": 232179, "loss_fcos_cls": 0.17513198888627812, "loss_fcos_ctr": 0.6114677889272571, "loss_fcos_loc": 0.15082235357840545, "loss_mask": 0.2280383063480258, "loss_maskiou": 0.0041886297112796456, "loss_sem_seg": 0.17511494201608002, "lr": 0.001, "mask_rcnn/accuracy": 0.9094005102040816, "mask_rcnn/false_negative": 0.08061812488302637, "mask_rcnn/false_positive": 0.09475273784895274, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 21.0, "time": 0.6921722749248147, "total_loss": 1.3644531057943823} {"data_time": 0.010597155429422855, "eta_seconds": 26485.816362043843, "iteration": 232199, "loss_fcos_cls": 0.18598968372680247, "loss_fcos_ctr": 0.614259509369731, "loss_fcos_loc": 0.14910555025562644, "loss_mask": 0.22664644289761782, "loss_maskiou": 0.0038772562402300537, "loss_sem_seg": 0.1762065360089764, "lr": 0.001, "mask_rcnn/accuracy": 0.8986031912765107, "mask_rcnn/false_negative": 0.09482465454908295, "mask_rcnn/false_positive": 0.11593740164129492, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 33.0, "time": 0.6782411746680737, "total_loss": 1.3508971096161986} {"data_time": 0.010480496101081371, "eta_seconds": 26471.22756622173, "iteration": 232219, "loss_fcos_cls": 0.1772557607619092, "loss_fcos_ctr": 0.6103654089383781, "loss_fcos_loc": 0.15341145964339375, "loss_mask": 0.22339143743738532, "loss_maskiou": 0.0038694281029165722, "loss_sem_seg": 0.16257339366711676, "lr": 0.001, "mask_rcnn/accuracy": 0.9001150917548107, "mask_rcnn/false_negative": 0.08828682824562296, "mask_rcnn/false_positive": 0.10270843837054343, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.5, "time": 0.6963419513776898, "total_loss": 1.3349955435405718} {"data_time": 0.009721845388412476, "eta_seconds": 26459.64196035359, "iteration": 232239, "loss_fcos_cls": 0.17624012439046055, "loss_fcos_ctr": 0.6143143102526665, "loss_fcos_loc": 0.16160423454130068, "loss_mask": 0.24800035916268826, "loss_maskiou": 0.0040986585154314525, "loss_sem_seg": 0.19069959898479283, "lr": 0.001, "mask_rcnn/accuracy": 0.8906483259265652, "mask_rcnn/false_negative": 0.10226805731503935, "mask_rcnn/false_positive": 0.12428983025834311, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 26.25, "time": 0.7103404309600592, "total_loss": 1.3869766319585324} {"data_time": 0.010330666787922382, "eta_seconds": 26443.916881144047, "iteration": 232259, "loss_fcos_cls": 0.18893925502197817, "loss_fcos_ctr": 0.6128813894465566, "loss_fcos_loc": 0.15217328816652298, "loss_mask": 0.23341229651123285, "loss_maskiou": 0.004427539577591233, "loss_sem_seg": 0.17455760831944644, "lr": 0.001, "mask_rcnn/accuracy": 0.884901813919671, "mask_rcnn/false_negative": 0.09232624814006905, "mask_rcnn/false_positive": 0.1374234315855558, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.0, "time": 0.7139780493453145, "total_loss": 1.3656549724473734} {"data_time": 0.009778422303497791, "eta_seconds": 26429.188613997772, "iteration": 232279, "loss_fcos_cls": 0.18150170758599415, "loss_fcos_ctr": 0.6130860270932317, "loss_fcos_loc": 0.161268693045713, "loss_mask": 0.2531974441371858, "loss_maskiou": 0.004175759647296218, "loss_sem_seg": 0.17815241601783782, "lr": 0.001, "mask_rcnn/accuracy": 0.899604329091187, "mask_rcnn/false_negative": 0.09179305167843092, "mask_rcnn/false_positive": 0.11711200589908746, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 21.5, "time": 0.664484329521656, "total_loss": 1.3770919277740177} {"data_time": 0.010571852326393127, "eta_seconds": 26412.45731006842, "iteration": 232299, "loss_fcos_cls": 0.185693213599734, "loss_fcos_ctr": 0.6135621489956975, "loss_fcos_loc": 0.15744010993512347, "loss_mask": 0.2384319333359599, "loss_maskiou": 0.0041857575306494255, "loss_sem_seg": 0.16004401654936373, "lr": 0.001, "mask_rcnn/accuracy": 0.8919452794037512, "mask_rcnn/false_negative": 0.08798819562568333, "mask_rcnn/false_positive": 0.11194579952429137, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 24.75, "time": 0.6828808691352606, "total_loss": 1.3753959253272114} {"data_time": 0.009429734200239182, "eta_seconds": 26377.556701385416, "iteration": 232319, "loss_fcos_cls": 0.1807003024732694, "loss_fcos_ctr": 0.6136987674981356, "loss_fcos_loc": 0.15237490157596767, "loss_mask": 0.24206579383462667, "loss_maskiou": 0.004010576056316495, "loss_sem_seg": 0.16999586019665003, "lr": 0.001, "mask_rcnn/accuracy": 0.896897549866197, "mask_rcnn/false_negative": 0.08819775884106222, "mask_rcnn/false_positive": 0.12501462905974975, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 31.5, "time": 0.6964497845619917, "total_loss": 1.3673037601693068} {"data_time": 0.009429030120372772, "eta_seconds": 26360.148825311102, "iteration": 232339, "loss_fcos_cls": 0.17921839118935168, "loss_fcos_ctr": 0.6150443209335208, "loss_fcos_loc": 0.1569546126993373, "loss_mask": 0.24302680604159832, "loss_maskiou": 0.003954742196583538, "loss_sem_seg": 0.17636792827397585, "lr": 0.001, "mask_rcnn/accuracy": 0.8963167001761472, "mask_rcnn/false_negative": 0.093002687133139, "mask_rcnn/false_positive": 0.10610238593919666, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 34.0, "time": 0.695875377394259, "total_loss": 1.381012227262545} {"data_time": 0.00928717851638794, "eta_seconds": 26335.39502600301, "iteration": 232359, "loss_fcos_cls": 0.18312361824791878, "loss_fcos_ctr": 0.6147208977490664, "loss_fcos_loc": 0.1522068094345741, "loss_mask": 0.24126251973211765, "loss_maskiou": 0.004442774210474454, "loss_sem_seg": 0.18783972645178437, "lr": 0.001, "mask_rcnn/accuracy": 0.8942755785349854, "mask_rcnn/false_negative": 0.08042701863949439, "mask_rcnn/false_positive": 0.12159157148881311, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 30.75, "time": 0.6915521612390876, "total_loss": 1.3778518631443148} {"data_time": 0.009862207807600498, "eta_seconds": 26332.151534930803, "iteration": 232379, "loss_fcos_cls": 0.1861918717622757, "loss_fcos_ctr": 0.6164297740906477, "loss_fcos_loc": 0.15400409017456695, "loss_mask": 0.22233685106039047, "loss_maskiou": 0.004142351570408209, "loss_sem_seg": 0.1611743238172494, "lr": 0.001, "mask_rcnn/accuracy": 0.9088696086788226, "mask_rcnn/false_negative": 0.06305258612126491, "mask_rcnn/false_positive": 0.11531752072921572, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.6661123912781477, "total_loss": 1.3464203146413638} {"data_time": 0.010304268449544907, "eta_seconds": 26318.152889740653, "iteration": 232399, "loss_fcos_cls": 0.1783939788583666, "loss_fcos_ctr": 0.6130177695304155, "loss_fcos_loc": 0.15272605058271438, "loss_mask": 0.23744883760809898, "loss_maskiou": 0.004316392805776559, "loss_sem_seg": 0.18943442753516138, "lr": 0.001, "mask_rcnn/accuracy": 0.8986130064622916, "mask_rcnn/false_negative": 0.08709088984781121, "mask_rcnn/false_positive": 0.10364548907760449, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 30.25, "time": 0.6893664943054318, "total_loss": 1.39952343371624} {"data_time": 0.009912047535181046, "eta_seconds": 26286.324037394486, "iteration": 232419, "loss_fcos_cls": 0.17298635258339345, "loss_fcos_ctr": 0.6118003996089101, "loss_fcos_loc": 0.14821829949505627, "loss_mask": 0.23855641204863787, "loss_maskiou": 0.004011235527286772, "loss_sem_seg": 0.16287518898025155, "lr": 0.001, "mask_rcnn/accuracy": 0.8967409920853798, "mask_rcnn/false_negative": 0.09177677577187168, "mask_rcnn/false_positive": 0.13874686420766733, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.25, "time": 0.6815889542922378, "total_loss": 1.3488125665935513} {"data_time": 0.010017354972660542, "eta_seconds": 26269.20096684154, "iteration": 232439, "loss_fcos_cls": 0.17296935198828578, "loss_fcos_ctr": 0.612584425136447, "loss_fcos_loc": 0.15090171759948134, "loss_mask": 0.23371582198888063, "loss_maskiou": 0.003851772220514249, "loss_sem_seg": 0.16398631368065253, "lr": 0.001, "mask_rcnn/accuracy": 0.9037794561515244, "mask_rcnn/false_negative": 0.0921751692573497, "mask_rcnn/false_positive": 0.09964686995241778, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 28.0, "time": 0.7017435906454921, "total_loss": 1.3517012712545693} {"data_time": 0.010689801536500454, "eta_seconds": 26238.715312239714, "iteration": 232459, "loss_fcos_cls": 0.17942851968109608, "loss_fcos_ctr": 0.6141829816624522, "loss_fcos_loc": 0.15330037439707667, "loss_mask": 0.2424013987183571, "loss_maskiou": 0.004349169474153314, "loss_sem_seg": 0.17094743077177554, "lr": 0.001, "mask_rcnn/accuracy": 0.8832144221324894, "mask_rcnn/false_negative": 0.10101208944963275, "mask_rcnn/false_positive": 0.12811936411907887, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.25, "time": 0.69147087354213, "total_loss": 1.3527359750369214} {"data_time": 0.010676230303943157, "eta_seconds": 26234.21409776341, "iteration": 232479, "loss_fcos_cls": 0.17239506426267326, "loss_fcos_ctr": 0.6120679108425975, "loss_fcos_loc": 0.15607440326130018, "loss_mask": 0.2320246146991849, "loss_maskiou": 0.004100916028619395, "loss_sem_seg": 0.17455468012485653, "lr": 0.001, "mask_rcnn/accuracy": 0.8982874609731952, "mask_rcnn/false_negative": 0.08682662376527871, "mask_rcnn/false_positive": 0.11799397310695157, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 27.0, "time": 0.7032111268490553, "total_loss": 1.3240324361613602} {"data_time": 0.010063636116683483, "eta_seconds": 26210.75791599322, "iteration": 232499, "loss_fcos_cls": 0.1832081904867664, "loss_fcos_ctr": 0.6146367946639657, "loss_fcos_loc": 0.16225406620651484, "loss_mask": 0.23805934935808182, "loss_maskiou": 0.0044504527177196, "loss_sem_seg": 0.18643861101008952, "lr": 0.001, "mask_rcnn/accuracy": 0.8953726881377551, "mask_rcnn/false_negative": 0.0928255772005772, "mask_rcnn/false_positive": 0.11774725679429836, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 22.75, "time": 0.6714783310890198, "total_loss": 1.4048569839287666} {"data_time": 0.009810258634388447, "eta_seconds": 26196.779217869975, "iteration": 232519, "loss_fcos_cls": 0.18506712082307786, "loss_fcos_ctr": 0.6145925996825099, "loss_fcos_loc": 0.15679227211512625, "loss_mask": 0.23769122641533613, "loss_maskiou": 0.004195416287984699, "loss_sem_seg": 0.1692104539833963, "lr": 0.001, "mask_rcnn/accuracy": 0.8922547590464758, "mask_rcnn/false_negative": 0.09060645017187952, "mask_rcnn/false_positive": 0.09894986404974766, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.75, "time": 0.6897588837891817, "total_loss": 1.374975464794261} {"data_time": 0.010892748832702637, "eta_seconds": 26190.037394623272, "iteration": 232539, "loss_fcos_cls": 0.1836716098478064, "loss_fcos_ctr": 0.6125917807221413, "loss_fcos_loc": 0.15658361639361829, "loss_mask": 0.2493644319474697, "loss_maskiou": 0.0045435771098709665, "loss_sem_seg": 0.16265385318547487, "lr": 0.001, "mask_rcnn/accuracy": 0.8724146031780462, "mask_rcnn/false_negative": 0.08906455913222977, "mask_rcnn/false_positive": 0.15450920186962525, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 32.25, "time": 0.6910562105476856, "total_loss": 1.3811468479107134} {"data_time": 0.01051671989262104, "eta_seconds": 26185.276041626, "iteration": 232559, "loss_fcos_cls": 0.18705213407520205, "loss_fcos_ctr": 0.6147626019082963, "loss_fcos_loc": 0.1640136680798605, "loss_mask": 0.24730831291526556, "loss_maskiou": 0.004098031062312657, "loss_sem_seg": 0.16767543321475387, "lr": 0.001, "mask_rcnn/accuracy": 0.8981533719256933, "mask_rcnn/false_negative": 0.09680221163663824, "mask_rcnn/false_positive": 0.12084826551449177, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 27.5, "time": 0.6986755114048719, "total_loss": 1.389431076378969} {"data_time": 0.009845621883869171, "eta_seconds": 26189.853379884735, "iteration": 232579, "loss_fcos_cls": 0.1796937312465161, "loss_fcos_ctr": 0.6141390204429626, "loss_fcos_loc": 0.16098075034096837, "loss_mask": 0.2314386311918497, "loss_maskiou": 0.004271757243259344, "loss_sem_seg": 0.16684000985696912, "lr": 0.001, "mask_rcnn/accuracy": 0.908441640264977, "mask_rcnn/false_negative": 0.07341248111186778, "mask_rcnn/false_positive": 0.11297064946016872, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 26.0, "time": 0.7066091485321522, "total_loss": 1.3751200586557388} {"data_time": 0.009864822961390018, "eta_seconds": 26194.74014449306, "iteration": 232599, "loss_fcos_cls": 0.18453482692711987, "loss_fcos_ctr": 0.6160268653184175, "loss_fcos_loc": 0.16486041998723522, "loss_mask": 0.2547777690924704, "loss_maskiou": 0.004752477718284354, "loss_sem_seg": 0.1832083062035963, "lr": 0.001, "mask_rcnn/accuracy": 0.8895900465449338, "mask_rcnn/false_negative": 0.10202517368852737, "mask_rcnn/false_positive": 0.11941528267791068, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.0, "time": 0.7050300240516663, "total_loss": 1.4081768263768026} {"data_time": 0.010055774822831154, "eta_seconds": 26180.732636595145, "iteration": 232619, "loss_fcos_cls": 0.20037636358756572, "loss_fcos_ctr": 0.6131780259311199, "loss_fcos_loc": 0.15631542331539094, "loss_mask": 0.23548873141407967, "loss_maskiou": 0.004416147014126182, "loss_sem_seg": 0.17751748958835378, "lr": 0.001, "mask_rcnn/accuracy": 0.8937845721082143, "mask_rcnn/false_negative": 0.08711220465462807, "mask_rcnn/false_positive": 0.10447544894689488, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 23.75, "time": 0.7101991958916187, "total_loss": 1.3834109831950627} {"data_time": 0.010057241655886173, "eta_seconds": 26139.493997675367, "iteration": 232639, "loss_fcos_cls": 0.18797706149052829, "loss_fcos_ctr": 0.6146302726119757, "loss_fcos_loc": 0.15217275562463328, "loss_mask": 0.22996368166059256, "loss_maskiou": 0.0037947398705000523, "loss_sem_seg": 0.1852614525705576, "lr": 0.001, "mask_rcnn/accuracy": 0.8972741544170115, "mask_rcnn/false_negative": 0.08388505248450379, "mask_rcnn/false_positive": 0.11393261006691466, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 28.25, "time": 0.665796329267323, "total_loss": 1.3744990307841363} {"data_time": 0.010704601183533669, "eta_seconds": 26106.142023774795, "iteration": 232659, "loss_fcos_cls": 0.1788782748626545, "loss_fcos_ctr": 0.615216807462275, "loss_fcos_loc": 0.16306740581057966, "loss_mask": 0.24192637763917446, "loss_maskiou": 0.004829670848266687, "loss_sem_seg": 0.17644668591674417, "lr": 0.001, "mask_rcnn/accuracy": 0.9003063997338066, "mask_rcnn/false_negative": 0.07429231268679798, "mask_rcnn/false_positive": 0.1427596890251432, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.6980812083929777, "total_loss": 1.3855169989838032} {"data_time": 0.010409367270767689, "eta_seconds": 26084.949632884003, "iteration": 232679, "loss_fcos_cls": 0.189217874314636, "loss_fcos_ctr": 0.6158670978620648, "loss_fcos_loc": 0.1616815112065524, "loss_mask": 0.24328082986176014, "loss_maskiou": 0.004403722734423354, "loss_sem_seg": 0.17103923833929002, "lr": 0.001, "mask_rcnn/accuracy": 0.8861948797376094, "mask_rcnn/false_negative": 0.09812244695645589, "mask_rcnn/false_positive": 0.11770717903912603, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.5, "time": 0.6842671036720276, "total_loss": 1.3845316338702105} {"data_time": 0.012177825905382633, "eta_seconds": 26056.336811636575, "iteration": 232699, "loss_fcos_cls": 0.1747339516878128, "loss_fcos_ctr": 0.6118596037849784, "loss_fcos_loc": 0.15459222963545471, "loss_mask": 0.23575932811945677, "loss_maskiou": 0.004391380862216465, "loss_sem_seg": 0.16283113416284323, "lr": 0.001, "mask_rcnn/accuracy": 0.920560944157883, "mask_rcnn/false_negative": 0.06783471260217257, "mask_rcnn/false_positive": 0.10348983626984781, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 23.0, "time": 0.6996210003271699, "total_loss": 1.3672007889326778} {"data_time": 0.01058591902256012, "eta_seconds": 26046.441260053776, "iteration": 232719, "loss_fcos_cls": 0.17385164642473683, "loss_fcos_ctr": 0.6105947331525385, "loss_fcos_loc": 0.1509524427819997, "loss_mask": 0.23256536666303873, "loss_maskiou": 0.003993423350038938, "loss_sem_seg": 0.16395879012998194, "lr": 0.001, "mask_rcnn/accuracy": 0.8949887350261894, "mask_rcnn/false_negative": 0.09382880699384322, "mask_rcnn/false_positive": 0.1183782242316951, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 32.0, "time": 0.6878194054588675, "total_loss": 1.3476349410047987} {"data_time": 0.010261746123433113, "eta_seconds": 26059.388653802685, "iteration": 232739, "loss_fcos_cls": 0.1987572500947863, "loss_fcos_ctr": 0.6152605293318629, "loss_fcos_loc": 0.15966027625836432, "loss_mask": 0.2506859293207526, "loss_maskiou": 0.0045190015152911656, "loss_sem_seg": 0.1908855838701129, "lr": 0.001, "mask_rcnn/accuracy": 0.8852731979491304, "mask_rcnn/false_negative": 0.11708160351986593, "mask_rcnn/false_positive": 0.1278657751904289, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.0, "time": 0.7317087976261973, "total_loss": 1.4039367083387333} {"data_time": 0.010257815010845661, "eta_seconds": 26028.94376182463, "iteration": 232759, "loss_fcos_cls": 0.18114186148159206, "loss_fcos_ctr": 0.6129647009074688, "loss_fcos_loc": 0.1439352254383266, "loss_mask": 0.23331201914697886, "loss_maskiou": 0.003940525159123354, "loss_sem_seg": 0.16279442189261317, "lr": 0.001, "mask_rcnn/accuracy": 0.9027278665089224, "mask_rcnn/false_negative": 0.07295055909661852, "mask_rcnn/false_positive": 0.11800280387920206, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 26.75, "time": 0.6983267227187753, "total_loss": 1.360577342333272} {"data_time": 0.01063374150544405, "eta_seconds": 26009.76415105071, "iteration": 232779, "loss_fcos_cls": 0.1948718095663935, "loss_fcos_ctr": 0.6106665953993797, "loss_fcos_loc": 0.15094368252903223, "loss_mask": 0.24290876276791096, "loss_maskiou": 0.004365500321000582, "loss_sem_seg": 0.17527861497364938, "lr": 0.001, "mask_rcnn/accuracy": 0.8901635763158675, "mask_rcnn/false_negative": 0.11170424862292251, "mask_rcnn/false_positive": 0.10877044296771168, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.75, "time": 0.6805822225287557, "total_loss": 1.3913850221579196} {"data_time": 0.010053731501102448, "eta_seconds": 25983.90488138888, "iteration": 232799, "loss_fcos_cls": 0.18389651920006145, "loss_fcos_ctr": 0.6140511657577008, "loss_fcos_loc": 0.16097938502207398, "loss_mask": 0.24252644181251526, "loss_maskiou": 0.004125952022150159, "loss_sem_seg": 0.2009173093829304, "lr": 0.001, "mask_rcnn/accuracy": 0.8675185983484304, "mask_rcnn/false_negative": 0.09912525606809913, "mask_rcnn/false_positive": 0.13855202421152818, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 21.25, "time": 0.6924263443797827, "total_loss": 1.3895409047254361} {"data_time": 0.010744777508080006, "eta_seconds": 25961.478444000706, "iteration": 232819, "loss_fcos_cls": 0.18126644263975322, "loss_fcos_ctr": 0.6140278829261661, "loss_fcos_loc": 0.15776794945122674, "loss_mask": 0.23800942674279213, "loss_maskiou": 0.004234377680404577, "loss_sem_seg": 0.16168259154073894, "lr": 0.001, "mask_rcnn/accuracy": 0.9012762082687218, "mask_rcnn/false_negative": 0.084608538188708, "mask_rcnn/false_positive": 0.09123093213899794, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 21.5, "time": 0.7019792040809989, "total_loss": 1.3593995966548391} {"data_time": 0.01046094112098217, "eta_seconds": 25926.168397818692, "iteration": 232839, "loss_fcos_cls": 0.1846525187138468, "loss_fcos_ctr": 0.6152337286621332, "loss_fcos_loc": 0.16396846548013855, "loss_mask": 0.2443760186433792, "loss_maskiou": 0.003963796436437406, "loss_sem_seg": 0.17383391805924475, "lr": 0.001, "mask_rcnn/accuracy": 0.9107588035214086, "mask_rcnn/false_negative": 0.06964453222129838, "mask_rcnn/false_positive": 0.10416370125574573, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 26.0, "time": 0.6802852777764201, "total_loss": 1.3963178097183118} {"data_time": 0.01016000472009182, "eta_seconds": 25898.995439549908, "iteration": 232859, "loss_fcos_cls": 0.17746144742704928, "loss_fcos_ctr": 0.6120753213763237, "loss_fcos_loc": 0.1481129649328068, "loss_mask": 0.24148789886385202, "loss_maskiou": 0.004108488967176527, "loss_sem_seg": 0.17626925953663886, "lr": 0.001, "mask_rcnn/accuracy": 0.90834789628033, "mask_rcnn/false_negative": 0.07082190325494132, "mask_rcnn/false_positive": 0.09526062651366089, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 26.75, "time": 0.6940368162468076, "total_loss": 1.3759797434904613} {"data_time": 0.009912392124533653, "eta_seconds": 25885.049129305407, "iteration": 232879, "loss_fcos_cls": 0.18459780816920102, "loss_fcos_ctr": 0.6119449315592647, "loss_fcos_loc": 0.15347973012831062, "loss_mask": 0.23165682656690478, "loss_maskiou": 0.0035405736161919776, "loss_sem_seg": 0.18025475181639194, "lr": 0.001, "mask_rcnn/accuracy": 0.8865313499466951, "mask_rcnn/false_negative": 0.09400422946669786, "mask_rcnn/false_positive": 0.12941718100472116, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 31.25, "time": 0.7118747448548675, "total_loss": 1.3545959389593918} {"data_time": 0.009629440493881702, "eta_seconds": 25869.139448560774, "iteration": 232899, "loss_fcos_cls": 0.1879587818402797, "loss_fcos_ctr": 0.6132125109434128, "loss_fcos_loc": 0.16202199959661812, "loss_mask": 0.23781518172472715, "loss_maskiou": 0.0045114329404896125, "loss_sem_seg": 0.17851986177265644, "lr": 0.001, "mask_rcnn/accuracy": 0.9032930644718107, "mask_rcnn/false_negative": 0.08046980604902365, "mask_rcnn/false_positive": 0.11869270230913351, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 29.5, "time": 0.6890678983181715, "total_loss": 1.3924000210790837} {"data_time": 0.00975277554243803, "eta_seconds": 25863.28159417212, "iteration": 232919, "loss_fcos_cls": 0.1813130263471976, "loss_fcos_ctr": 0.6108203697949648, "loss_fcos_loc": 0.14757964725140482, "loss_mask": 0.2379004741087556, "loss_maskiou": 0.004708332249720115, "loss_sem_seg": 0.1830787968065124, "lr": 0.001, "mask_rcnn/accuracy": 0.9121748754326292, "mask_rcnn/false_negative": 0.07542044869931169, "mask_rcnn/false_positive": 0.10826581355063304, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 27.0, "time": 0.6985006108880043, "total_loss": 1.3774024734002523} {"data_time": 0.01003421563655138, "eta_seconds": 25827.863531487063, "iteration": 232939, "loss_fcos_cls": 0.19286004547029734, "loss_fcos_ctr": 0.6113446205854416, "loss_fcos_loc": 0.15258349233772606, "loss_mask": 0.23062542034313083, "loss_maskiou": 0.0039436648730770685, "loss_sem_seg": 0.17806205386295915, "lr": 0.001, "mask_rcnn/accuracy": 0.9066377708490804, "mask_rcnn/false_negative": 0.09283943939874763, "mask_rcnn/false_positive": 0.110849537191161, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 22.75, "time": 0.6894527822732925, "total_loss": 1.394749829547436} {"data_time": 0.011903450824320316, "eta_seconds": 25804.84351543151, "iteration": 232959, "loss_fcos_cls": 0.185985196265392, "loss_fcos_ctr": 0.6152044916525483, "loss_fcos_loc": 0.16464744589757174, "loss_mask": 0.23881311947479844, "loss_maskiou": 0.004221043396682944, "loss_sem_seg": 0.16130038746632636, "lr": 0.001, "mask_rcnn/accuracy": 0.8805373587623544, "mask_rcnn/false_negative": 0.1030847475290968, "mask_rcnn/false_positive": 0.11824778424876389, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 26.0, "time": 0.687749451957643, "total_loss": 1.3796055823622737} {"data_time": 0.00997770857065916, "eta_seconds": 25783.92759949714, "iteration": 232979, "loss_fcos_cls": 0.18769117956981063, "loss_fcos_ctr": 0.6137227388098836, "loss_fcos_loc": 0.15561204781988636, "loss_mask": 0.22597623942419887, "loss_maskiou": 0.00405499693533784, "loss_sem_seg": 0.1783647786360234, "lr": 0.001, "mask_rcnn/accuracy": 0.9000029113712669, "mask_rcnn/false_negative": 0.07985448298639161, "mask_rcnn/false_positive": 0.12468955981812652, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 27.25, "time": 0.6932118376716971, "total_loss": 1.3637297785608098} {"data_time": 0.010192934423685074, "eta_seconds": 25769.99824718386, "iteration": 232999, "loss_fcos_cls": 0.18694324581883848, "loss_fcos_ctr": 0.6155858682468534, "loss_fcos_loc": 0.16060238052159548, "loss_mask": 0.23753182170912623, "loss_maskiou": 0.004025092064694036, "loss_sem_seg": 0.18484638025984168, "lr": 0.001, "mask_rcnn/accuracy": 0.9099952947925682, "mask_rcnn/false_negative": 0.0852534928134826, "mask_rcnn/false_positive": 0.10529009280648358, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.25, "time": 0.7049210695549846, "total_loss": 1.3986029047664488} {"data_time": 0.010024234652519226, "eta_seconds": 25755.0346933119, "iteration": 233019, "loss_fcos_cls": 0.17440161434933543, "loss_fcos_ctr": 0.611336917616427, "loss_fcos_loc": 0.14669256552588195, "loss_mask": 0.23334632441401482, "loss_maskiou": 0.004422876136231935, "loss_sem_seg": 0.17391261272132397, "lr": 0.001, "mask_rcnn/accuracy": 0.8930208267517533, "mask_rcnn/false_negative": 0.07240273496892927, "mask_rcnn/false_positive": 0.13016636136793452, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.25, "time": 0.6929550347849727, "total_loss": 1.3605542285622505} {"data_time": 0.010222363285720348, "eta_seconds": 25749.11101681553, "iteration": 233039, "loss_fcos_cls": 0.18292635050602257, "loss_fcos_ctr": 0.6168547412380576, "loss_fcos_loc": 0.1552987588220276, "loss_mask": 0.2400067700073123, "loss_maskiou": 0.004538367727946024, "loss_sem_seg": 0.17689489154145122, "lr": 0.001, "mask_rcnn/accuracy": 0.880396045263812, "mask_rcnn/false_negative": 0.11840264763993577, "mask_rcnn/false_positive": 0.138744295687809, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7042017802596092, "total_loss": 1.4008051839773543} {"data_time": 0.009850378148257732, "eta_seconds": 25719.980618882924, "iteration": 233059, "loss_fcos_cls": 0.19536626106128097, "loss_fcos_ctr": 0.6146019538864493, "loss_fcos_loc": 0.16647347685648128, "loss_mask": 0.2518858565017581, "loss_maskiou": 0.004383565032185288, "loss_sem_seg": 0.19542671693488955, "lr": 0.001, "mask_rcnn/accuracy": 0.8832858746167429, "mask_rcnn/false_negative": 0.09458411042004133, "mask_rcnn/false_positive": 0.11553183555616914, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 29.5, "time": 0.6865598475560546, "total_loss": 1.4148352521915513} {"data_time": 0.011027129366993904, "eta_seconds": 25690.25372323394, "iteration": 233079, "loss_fcos_cls": 0.18384811421856284, "loss_fcos_ctr": 0.6120307771489024, "loss_fcos_loc": 0.15351803170051426, "loss_mask": 0.23225028440356255, "loss_maskiou": 0.00441527453949675, "loss_sem_seg": 0.20559274638071656, "lr": 0.001, "mask_rcnn/accuracy": 0.8853886071531228, "mask_rcnn/false_negative": 0.09689784800425452, "mask_rcnn/false_positive": 0.11622082326092437, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 24.75, "time": 0.6687899669632316, "total_loss": 1.3706400380906416} {"data_time": 0.010101593099534512, "eta_seconds": 25669.565421340987, "iteration": 233099, "loss_fcos_cls": 0.18803241150453687, "loss_fcos_ctr": 0.6138041839003563, "loss_fcos_loc": 0.1588147064903751, "loss_mask": 0.2358099245466292, "loss_maskiou": 0.00393546829582192, "loss_sem_seg": 0.20465865032747388, "lr": 0.001, "mask_rcnn/accuracy": 0.8902929311548116, "mask_rcnn/false_negative": 0.09370673544963223, "mask_rcnn/false_positive": 0.12152204144230219, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 22.75, "time": 0.6821670951321721, "total_loss": 1.399340758092876} {"data_time": 0.011125016957521439, "eta_seconds": 25655.65275478922, "iteration": 233119, "loss_fcos_cls": 0.18083064403617755, "loss_fcos_ctr": 0.6138551672920585, "loss_fcos_loc": 0.16125373740214854, "loss_mask": 0.24242881452664733, "loss_maskiou": 0.003812627346633235, "loss_sem_seg": 0.20282671158201993, "lr": 0.001, "mask_rcnn/accuracy": 0.8950372992585995, "mask_rcnn/false_negative": 0.10366483622365763, "mask_rcnn/false_positive": 0.10852932279201716, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.25, "time": 0.7081156130880117, "total_loss": 1.4101597147528082} {"data_time": 0.010367278940975666, "eta_seconds": 25643.303349833004, "iteration": 233139, "loss_fcos_cls": 0.17974422336556017, "loss_fcos_ctr": 0.6124002547003329, "loss_fcos_loc": 0.15104913827963173, "loss_mask": 0.22514493018388748, "loss_maskiou": 0.00408504957704281, "loss_sem_seg": 0.16262002289295197, "lr": 0.001, "mask_rcnn/accuracy": 0.900047519007603, "mask_rcnn/false_negative": 0.07603437553090223, "mask_rcnn/false_positive": 0.12057588285310436, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.75, "time": 0.697656580246985, "total_loss": 1.342220283806455} {"data_time": 0.00977842602878809, "eta_seconds": 25623.828525849618, "iteration": 233159, "loss_fcos_cls": 0.1733933484647423, "loss_fcos_ctr": 0.6172378771007061, "loss_fcos_loc": 0.15904525597579777, "loss_mask": 0.25035015400499105, "loss_maskiou": 0.0042329423886258155, "loss_sem_seg": 0.16487453784793615, "lr": 0.001, "mask_rcnn/accuracy": 0.890795068027211, "mask_rcnn/false_negative": 0.09637845710173637, "mask_rcnn/false_positive": 0.10462399628076001, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.5, "time": 0.7275977209210396, "total_loss": 1.385904985905654} {"data_time": 0.010258966125547886, "eta_seconds": 25640.006991677918, "iteration": 233179, "loss_fcos_cls": 0.18723490950651467, "loss_fcos_ctr": 0.6132482420653105, "loss_fcos_loc": 0.15890300186583772, "loss_mask": 0.24894449952989817, "loss_maskiou": 0.004224951364449225, "loss_sem_seg": 0.17292116582393646, "lr": 0.001, "mask_rcnn/accuracy": 0.899741653418124, "mask_rcnn/false_negative": 0.09310709451322204, "mask_rcnn/false_positive": 0.11131241303038072, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 27.75, "time": 0.7261526808142662, "total_loss": 1.3916609423176851} {"data_time": 0.010005391202867031, "eta_seconds": 25645.956271329895, "iteration": 233199, "loss_fcos_cls": 0.17379235464613885, "loss_fcos_ctr": 0.6126750353723764, "loss_fcos_loc": 0.1583785922266543, "loss_mask": 0.23847946198657155, "loss_maskiou": 0.004257565771695226, "loss_sem_seg": 0.17200156394392252, "lr": 0.001, "mask_rcnn/accuracy": 0.8950542091836735, "mask_rcnn/false_negative": 0.07702269893554926, "mask_rcnn/false_positive": 0.14522238270913718, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 23.5, "time": 0.7083707517012954, "total_loss": 1.352479679211683} {"data_time": 0.010605314746499062, "eta_seconds": 25636.923052236438, "iteration": 233219, "loss_fcos_cls": 0.18528289446840063, "loss_fcos_ctr": 0.6130823181010783, "loss_fcos_loc": 0.1646177230286412, "loss_mask": 0.24317312519997358, "loss_maskiou": 0.004131074885663111, "loss_sem_seg": 0.1889019247610122, "lr": 0.001, "mask_rcnn/accuracy": 0.8842821850962608, "mask_rcnn/false_negative": 0.09089246744601549, "mask_rcnn/false_positive": 0.11853933430826695, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 27.25, "time": 0.696191443130374, "total_loss": 1.3884260816594178} {"data_time": 0.009393520653247833, "eta_seconds": 25618.080989385024, "iteration": 233239, "loss_fcos_cls": 0.1894087846740149, "loss_fcos_ctr": 0.6138451239094138, "loss_fcos_loc": 0.15493336680810899, "loss_mask": 0.23911207914352417, "loss_maskiou": 0.0041736716812010854, "loss_sem_seg": 0.19562283484265208, "lr": 0.001, "mask_rcnn/accuracy": 0.902955362306866, "mask_rcnn/false_negative": 0.08644042431910232, "mask_rcnn/false_positive": 0.10122852532736773, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 19.0, "time": 0.6983735300600529, "total_loss": 1.3959344464965397} {"data_time": 0.010237468406558037, "eta_seconds": 25609.042436644435, "iteration": 233259, "loss_fcos_cls": 0.178161216317676, "loss_fcos_ctr": 0.6131738275289536, "loss_fcos_loc": 0.1562639664625749, "loss_mask": 0.22889687959104776, "loss_maskiou": 0.004212991454551229, "loss_sem_seg": 0.1693675781134516, "lr": 0.001, "mask_rcnn/accuracy": 0.9125775310124049, "mask_rcnn/false_negative": 0.07198552681201799, "mask_rcnn/false_positive": 0.10352071810567293, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 24.25, "time": 0.7082684608176351, "total_loss": 1.349897568608867} {"data_time": 0.010275806300342083, "eta_seconds": 25603.38586814422, "iteration": 233279, "loss_fcos_cls": 0.19523810222744942, "loss_fcos_ctr": 0.6125445822253823, "loss_fcos_loc": 0.16000198875553906, "loss_mask": 0.24263198394328356, "loss_maskiou": 0.004056590310938191, "loss_sem_seg": 0.1635932062054053, "lr": 0.001, "mask_rcnn/accuracy": 0.8786587121621136, "mask_rcnn/false_negative": 0.07859736994127735, "mask_rcnn/false_positive": 0.17108255115458038, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 25.5, "time": 0.6996881319209933, "total_loss": 1.3782233921083389} {"data_time": 0.010126801207661629, "eta_seconds": 25603.314422800206, "iteration": 233299, "loss_fcos_cls": 0.19510805048048496, "loss_fcos_ctr": 0.6154676908627152, "loss_fcos_loc": 0.16242685809265822, "loss_mask": 0.24068195279687643, "loss_maskiou": 0.004451333261386026, "loss_sem_seg": 0.1843901589163579, "lr": 0.001, "mask_rcnn/accuracy": 0.9133544042617047, "mask_rcnn/false_negative": 0.08206753611293541, "mask_rcnn/false_positive": 0.10087705050310716, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 26.5, "time": 0.701129600405693, "total_loss": 1.3904890702979174} {"data_time": 0.010702635161578655, "eta_seconds": 25579.728061624803, "iteration": 233319, "loss_fcos_cls": 0.18714853969868273, "loss_fcos_ctr": 0.6134904036298394, "loss_fcos_loc": 0.1535959541797638, "loss_mask": 0.24108535377308726, "loss_maskiou": 0.00419111322844401, "loss_sem_seg": 0.19565431075170636, "lr": 0.001, "mask_rcnn/accuracy": 0.8919446624803768, "mask_rcnn/false_negative": 0.08900140082933806, "mask_rcnn/false_positive": 0.12960951173878932, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 26.75, "time": 0.6854109652340412, "total_loss": 1.3839409604443063} {"data_time": 0.00958964042365551, "eta_seconds": 25570.339702919126, "iteration": 233339, "loss_fcos_cls": 0.18746615262352861, "loss_fcos_ctr": 0.6133607239462435, "loss_fcos_loc": 0.154230578802526, "loss_mask": 0.2392393397167325, "loss_maskiou": 0.004173163084487896, "loss_sem_seg": 0.18366748001426458, "lr": 0.001, "mask_rcnn/accuracy": 0.902427233914399, "mask_rcnn/false_negative": 0.0864058419366426, "mask_rcnn/false_positive": 0.13130615928087408, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.0, "time": 0.7070694621652365, "total_loss": 1.3849665587113122} {"data_time": 0.010075359605252743, "eta_seconds": 25556.390089049935, "iteration": 233359, "loss_fcos_cls": 0.1888435913133435, "loss_fcos_ctr": 0.6109409648925066, "loss_fcos_loc": 0.15451052656862885, "loss_mask": 0.23806755943223834, "loss_maskiou": 0.004244765441399068, "loss_sem_seg": 0.16208066581748426, "lr": 0.001, "mask_rcnn/accuracy": 0.8937225689300639, "mask_rcnn/false_negative": 0.09928257864019588, "mask_rcnn/false_positive": 0.11105934733016032, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 27.25, "time": 0.6964748837053776, "total_loss": 1.3655875752556312} {"data_time": 0.010870173573493958, "eta_seconds": 25563.49947550334, "iteration": 233379, "loss_fcos_cls": 0.1901532748597674, "loss_fcos_ctr": 0.6118542598560452, "loss_fcos_loc": 0.15551161544863135, "loss_mask": 0.24102034978568554, "loss_maskiou": 0.004172126999037573, "loss_sem_seg": 0.19317611306905746, "lr": 0.001, "mask_rcnn/accuracy": 0.8954833220473544, "mask_rcnn/false_negative": 0.08392429285223657, "mask_rcnn/false_positive": 0.12583111634460914, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 21.75, "time": 0.7329997299239039, "total_loss": 1.399975477019325} {"data_time": 0.010565039701759815, "eta_seconds": 25549.538360582665, "iteration": 233399, "loss_fcos_cls": 0.18677672534249723, "loss_fcos_ctr": 0.6139464937150478, "loss_fcos_loc": 0.1518346366356127, "loss_mask": 0.23644185299053788, "loss_maskiou": 0.0040476325011695735, "loss_sem_seg": 0.1648448440246284, "lr": 0.001, "mask_rcnn/accuracy": 0.8949635257033217, "mask_rcnn/false_negative": 0.09724559555634282, "mask_rcnn/false_positive": 0.12326057332438219, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.75, "time": 0.6904851114377379, "total_loss": 1.375373050046619} {"data_time": 0.011398532427847385, "eta_seconds": 25545.500779831782, "iteration": 233419, "loss_fcos_cls": 0.18161454354412854, "loss_fcos_ctr": 0.6143723274581134, "loss_fcos_loc": 0.15961598616559058, "loss_mask": 0.23747953958809376, "loss_maskiou": 0.003987154435890261, "loss_sem_seg": 0.1605952545069158, "lr": 0.001, "mask_rcnn/accuracy": 0.8865729861994439, "mask_rcnn/false_negative": 0.09622977577539937, "mask_rcnn/false_positive": 0.122379694959382, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7211883086711168, "total_loss": 1.3713750769857143} {"data_time": 0.010922585614025593, "eta_seconds": 25525.556508687325, "iteration": 233439, "loss_fcos_cls": 0.17585315031465143, "loss_fcos_ctr": 0.6116470997221768, "loss_fcos_loc": 0.14927524619270116, "loss_mask": 0.23018806939944625, "loss_maskiou": 0.003773769782128511, "loss_sem_seg": 0.1795568368397653, "lr": 0.001, "mask_rcnn/accuracy": 0.9116669505052664, "mask_rcnn/false_negative": 0.07747362586061593, "mask_rcnn/false_positive": 0.09892218884578789, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 30.5, "time": 0.6798428846523166, "total_loss": 1.3542760117525177} {"data_time": 0.010154965333640575, "eta_seconds": 25514.337807298638, "iteration": 233459, "loss_fcos_cls": 0.18377035635057837, "loss_fcos_ctr": 0.61590396752581, "loss_fcos_loc": 0.1701266961172223, "loss_mask": 0.24108117073774338, "loss_maskiou": 0.004319431970088772, "loss_sem_seg": 0.16154056577943265, "lr": 0.001, "mask_rcnn/accuracy": 0.9005085403726708, "mask_rcnn/false_negative": 0.08687540611480116, "mask_rcnn/false_positive": 0.1309233477834399, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 23.5, "time": 0.699403996579349, "total_loss": 1.3989868785720319} {"data_time": 0.009825874119997025, "eta_seconds": 25477.743005233817, "iteration": 233479, "loss_fcos_cls": 0.1852645977633074, "loss_fcos_ctr": 0.6120849959552288, "loss_fcos_loc": 0.15749702497851104, "loss_mask": 0.24017319781705737, "loss_maskiou": 0.0038564061251236126, "loss_sem_seg": 0.18864560220390558, "lr": 0.001, "mask_rcnn/accuracy": 0.9034107882283349, "mask_rcnn/false_negative": 0.08255668787830156, "mask_rcnn/false_positive": 0.13416799425371556, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 25.25, "time": 0.689905577339232, "total_loss": 1.383066795693594} {"data_time": 0.01054989080876112, "eta_seconds": 25472.22390795406, "iteration": 233499, "loss_fcos_cls": 0.17405726574361324, "loss_fcos_ctr": 0.6135264788754284, "loss_fcos_loc": 0.16147682431619614, "loss_mask": 0.2363028130494058, "loss_maskiou": 0.004454151770914905, "loss_sem_seg": 0.18385532777756453, "lr": 0.001, "mask_rcnn/accuracy": 0.8844379857206041, "mask_rcnn/false_negative": 0.09281930722615298, "mask_rcnn/false_positive": 0.1296837352821153, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.25, "time": 0.695458197966218, "total_loss": 1.3911329911716166} {"data_time": 0.010426793247461319, "eta_seconds": 25465.77167105861, "iteration": 233519, "loss_fcos_cls": 0.1864838779438287, "loss_fcos_ctr": 0.616585404612124, "loss_fcos_loc": 0.16170032019726932, "loss_mask": 0.23742205649614334, "loss_maskiou": 0.004233212433064182, "loss_sem_seg": 0.17217697377782315, "lr": 0.001, "mask_rcnn/accuracy": 0.8899456941867656, "mask_rcnn/false_negative": 0.08981999690863551, "mask_rcnn/false_positive": 0.1258289519702063, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.5, "time": 0.7013524379581213, "total_loss": 1.4015672199966502} {"data_time": 0.010539563372731209, "eta_seconds": 25454.911029633135, "iteration": 233539, "loss_fcos_cls": 0.1741494769230485, "loss_fcos_ctr": 0.6146780392155051, "loss_fcos_loc": 0.1598834506003186, "loss_mask": 0.23560169199481606, "loss_maskiou": 0.004700066972873174, "loss_sem_seg": 0.18846575682982802, "lr": 0.001, "mask_rcnn/accuracy": 0.8954491837589844, "mask_rcnn/false_negative": 0.08331970908216292, "mask_rcnn/false_positive": 0.11219792651627719, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 28.0, "time": 0.6983097782358527, "total_loss": 1.377180082097766} {"data_time": 0.010566124692559242, "eta_seconds": 25437.84944121726, "iteration": 233559, "loss_fcos_cls": 0.18404000799637288, "loss_fcos_ctr": 0.6128146424889565, "loss_fcos_loc": 0.15900323598179966, "loss_mask": 0.22479303879663348, "loss_maskiou": 0.004196977002720814, "loss_sem_seg": 0.1654441881692037, "lr": 0.001, "mask_rcnn/accuracy": 0.8956810402732522, "mask_rcnn/false_negative": 0.10010254223107547, "mask_rcnn/false_positive": 0.10891084867365772, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 34.25, "time": 0.686142654158175, "total_loss": 1.383191577719117} {"data_time": 0.010521517135202885, "eta_seconds": 25412.240233652294, "iteration": 233579, "loss_fcos_cls": 0.1876207645982504, "loss_fcos_ctr": 0.6138284062035382, "loss_fcos_loc": 0.16022698243614286, "loss_mask": 0.24461360834538937, "loss_maskiou": 0.004158088398980908, "loss_sem_seg": 0.17773310630582273, "lr": 0.001, "mask_rcnn/accuracy": 0.8899949909113443, "mask_rcnn/false_negative": 0.10685377147429245, "mask_rcnn/false_positive": 0.1061577184208487, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 28.25, "time": 0.699888258241117, "total_loss": 1.4057242851340561} {"data_time": 0.01018975768238306, "eta_seconds": 25388.994722619653, "iteration": 233599, "loss_fcos_cls": 0.18255912873428315, "loss_fcos_ctr": 0.6147214556112885, "loss_fcos_loc": 0.16267218167195097, "loss_mask": 0.24060638528317213, "loss_maskiou": 0.004019396628791583, "loss_sem_seg": 0.1801932065282017, "lr": 0.001, "mask_rcnn/accuracy": 0.8899470542934156, "mask_rcnn/false_negative": 0.08454080506426423, "mask_rcnn/false_positive": 0.12730301750032397, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.0, "time": 0.6960220662876964, "total_loss": 1.405833326120046} {"data_time": 0.009990007616579533, "eta_seconds": 25391.814988511615, "iteration": 233619, "loss_fcos_cls": 0.18464832520112395, "loss_fcos_ctr": 0.6184278462314978, "loss_fcos_loc": 0.16442289005499333, "loss_mask": 0.23733860533684492, "loss_maskiou": 0.0042214817003696226, "loss_sem_seg": 0.16665184765588492, "lr": 0.001, "mask_rcnn/accuracy": 0.8857232932143098, "mask_rcnn/false_negative": 0.10247863890956654, "mask_rcnn/false_positive": 0.12519001316883735, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.25, "time": 0.7290545077994466, "total_loss": 1.392564937534189} {"data_time": 0.010087630711495876, "eta_seconds": 25394.589014143683, "iteration": 233639, "loss_fcos_cls": 0.1899111634120345, "loss_fcos_ctr": 0.6124453064985573, "loss_fcos_loc": 0.15266951953526586, "loss_mask": 0.23165625240653753, "loss_maskiou": 0.003911217223503627, "loss_sem_seg": 0.1475791772827506, "lr": 0.001, "mask_rcnn/accuracy": 0.8983281032328484, "mask_rcnn/false_negative": 0.08674413268110366, "mask_rcnn/false_positive": 0.11792932755398067, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 28.75, "time": 0.699857541359961, "total_loss": 1.3352739466754429} {"data_time": 0.009712104685604572, "eta_seconds": 25385.52335227281, "iteration": 233659, "loss_fcos_cls": 0.18987797485897318, "loss_fcos_ctr": 0.6132336221635342, "loss_fcos_loc": 0.15712099499069154, "loss_mask": 0.24136571679264307, "loss_maskiou": 0.004441060758836102, "loss_sem_seg": 0.17790587479248643, "lr": 0.001, "mask_rcnn/accuracy": 0.89883497744996, "mask_rcnn/false_negative": 0.08948277032816121, "mask_rcnn/false_positive": 0.11983129544459267, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 24.5, "time": 0.7063678735867143, "total_loss": 1.3864322572335368} {"data_time": 0.01006349641829729, "eta_seconds": 25388.287364641204, "iteration": 233679, "loss_fcos_cls": 0.18455338082276285, "loss_fcos_ctr": 0.6116752503439784, "loss_fcos_loc": 0.15258883754722774, "loss_mask": 0.24307219963520765, "loss_maskiou": 0.0038946476743149105, "loss_sem_seg": 0.1823002900928259, "lr": 0.001, "mask_rcnn/accuracy": 0.8911932561486133, "mask_rcnn/false_negative": 0.1003017240809731, "mask_rcnn/false_positive": 0.1330766886095702, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.0, "time": 0.7062806822359562, "total_loss": 1.3814133642517845} {"data_time": 0.011151802726089954, "eta_seconds": 25374.307415099815, "iteration": 233699, "loss_fcos_cls": 0.18230904289521277, "loss_fcos_ctr": 0.6135410955175757, "loss_fcos_loc": 0.15830969554372132, "loss_mask": 0.23860731208696961, "loss_maskiou": 0.004390580015751766, "loss_sem_seg": 0.16310015646740794, "lr": 0.001, "mask_rcnn/accuracy": 0.893399433578005, "mask_rcnn/false_negative": 0.08820786036386905, "mask_rcnn/false_positive": 0.11068031766968295, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 24.75, "time": 0.6958510801196098, "total_loss": 1.3604957676870981} {"data_time": 0.00950019620358944, "eta_seconds": 25394.78155085817, "iteration": 233719, "loss_fcos_cls": 0.1924850062932819, "loss_fcos_ctr": 0.6134109888225794, "loss_fcos_loc": 0.16211781976744533, "loss_mask": 0.2320339740253985, "loss_maskiou": 0.003986846659245202, "loss_sem_seg": 0.1850347826257348, "lr": 0.001, "mask_rcnn/accuracy": 0.9038081019745561, "mask_rcnn/false_negative": 0.0827981838598592, "mask_rcnn/false_positive": 0.11775091382610159, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.75, "time": 0.7086450513452291, "total_loss": 1.3815693914875737} {"data_time": 0.009601951576769352, "eta_seconds": 25324.748830941506, "iteration": 233739, "loss_fcos_cls": 0.184117911150679, "loss_fcos_ctr": 0.615733178332448, "loss_fcos_loc": 0.1640463168732822, "loss_mask": 0.24420014210045338, "loss_maskiou": 0.004487412399612367, "loss_sem_seg": 0.18723205814603716, "lr": 0.001, "mask_rcnn/accuracy": 0.8874353870336014, "mask_rcnn/false_negative": 0.08495988298072535, "mask_rcnn/false_positive": 0.12341862991118707, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.25, "time": 0.6887628464028239, "total_loss": 1.416229786547774} {"data_time": 0.009086070582270622, "eta_seconds": 25327.535148832947, "iteration": 233759, "loss_fcos_cls": 0.18950743786990643, "loss_fcos_ctr": 0.6124997911974788, "loss_fcos_loc": 0.1628604424186051, "loss_mask": 0.24576029647141695, "loss_maskiou": 0.005002952275390271, "loss_sem_seg": 0.18171086721122265, "lr": 0.001, "mask_rcnn/accuracy": 0.8734800086570371, "mask_rcnn/false_negative": 0.10974169854015745, "mask_rcnn/false_positive": 0.13326227891650666, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 32.0, "time": 0.7060164092108607, "total_loss": 1.4072679403871007} {"data_time": 0.009974210523068905, "eta_seconds": 25328.196726356633, "iteration": 233779, "loss_fcos_cls": 0.1824155294452794, "loss_fcos_ctr": 0.6125384960323572, "loss_fcos_loc": 0.1528419079259038, "loss_mask": 0.23583520436659455, "loss_maskiou": 0.0037490269205591176, "loss_sem_seg": 0.17953547509387136, "lr": 0.001, "mask_rcnn/accuracy": 0.8946489310009718, "mask_rcnn/false_negative": 0.09777619461617723, "mask_rcnn/false_positive": 0.11905576014009277, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 24.0, "time": 0.7128863707184792, "total_loss": 1.3647772705298848} {"data_time": 0.009885655716061592, "eta_seconds": 25340.80826499313, "iteration": 233799, "loss_fcos_cls": 0.19545468199066818, "loss_fcos_ctr": 0.613737691193819, "loss_fcos_loc": 0.1655909842811525, "loss_mask": 0.24561310932040215, "loss_maskiou": 0.004193478045635857, "loss_sem_seg": 0.19036472565494478, "lr": 0.001, "mask_rcnn/accuracy": 0.8986020003239391, "mask_rcnn/false_negative": 0.08867804609924945, "mask_rcnn/false_positive": 0.10711294333436891, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 27.5, "time": 0.7175578214228153, "total_loss": 1.4446777633056627} {"data_time": 0.0093099195510149, "eta_seconds": 25330.65775810834, "iteration": 233819, "loss_fcos_cls": 0.17770188103895634, "loss_fcos_ctr": 0.6145728868432343, "loss_fcos_loc": 0.1585214843507856, "loss_mask": 0.23927039187401533, "loss_maskiou": 0.004183456064311031, "loss_sem_seg": 0.18416454317048192, "lr": 0.001, "mask_rcnn/accuracy": 0.901606651023535, "mask_rcnn/false_negative": 0.08670122082055748, "mask_rcnn/false_positive": 0.12126405849541927, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 32.5, "time": 0.7257557203993201, "total_loss": 1.3811885498871561} {"data_time": 0.00985397957265377, "eta_seconds": 25328.002313425764, "iteration": 233839, "loss_fcos_cls": 0.18435682624112815, "loss_fcos_ctr": 0.6115363873541355, "loss_fcos_loc": 0.15382135019171983, "loss_mask": 0.241929684067145, "loss_maskiou": 0.003918470807548147, "loss_sem_seg": 0.16725892416434363, "lr": 0.001, "mask_rcnn/accuracy": 0.8923601908295786, "mask_rcnn/false_negative": 0.08863165511570606, "mask_rcnn/false_positive": 0.1303927072482004, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.75, "time": 0.6945485388860106, "total_loss": 1.3631575995350431} {"data_time": 0.01000699307769537, "eta_seconds": 25302.653382598422, "iteration": 233859, "loss_fcos_cls": 0.181251707021147, "loss_fcos_ctr": 0.6129456339403987, "loss_fcos_loc": 0.1545042434008792, "loss_mask": 0.2363195247016847, "loss_maskiou": 0.0036657349082815927, "loss_sem_seg": 0.18758039688691497, "lr": 0.001, "mask_rcnn/accuracy": 0.9179062987321174, "mask_rcnn/false_negative": 0.08580880365765736, "mask_rcnn/false_positive": 0.11314408879737602, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 20.25, "time": 0.6912277424708009, "total_loss": 1.3661057891367818} {"data_time": 0.011885481886565685, "eta_seconds": 25270.994476436637, "iteration": 233879, "loss_fcos_cls": 0.17837931867688894, "loss_fcos_ctr": 0.6122804870828986, "loss_fcos_loc": 0.15336141386069357, "loss_mask": 0.23994138557463884, "loss_maskiou": 0.004148668311245274, "loss_sem_seg": 0.1580820120871067, "lr": 0.001, "mask_rcnn/accuracy": 0.8778322239912915, "mask_rcnn/false_negative": 0.1038525960658787, "mask_rcnn/false_positive": 0.14667375223079138, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 23.0, "time": 0.6886829724535346, "total_loss": 1.3631880392567837} {"data_time": 0.010580642148852348, "eta_seconds": 25268.79106881097, "iteration": 233899, "loss_fcos_cls": 0.1815639641135931, "loss_fcos_ctr": 0.6164151537232101, "loss_fcos_loc": 0.16006597346859053, "loss_mask": 0.24743827944621444, "loss_maskiou": 0.0043534273354453035, "loss_sem_seg": 0.19822621066123247, "lr": 0.001, "mask_rcnn/accuracy": 0.8970829525840187, "mask_rcnn/false_negative": 0.09500086724808066, "mask_rcnn/false_positive": 0.11653941555679573, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.5, "time": 0.7111020991578698, "total_loss": 1.4128804270840192} {"data_time": 0.010422094725072384, "eta_seconds": 25243.009653783403, "iteration": 233919, "loss_fcos_cls": 0.17343099211575463, "loss_fcos_ctr": 0.6107910647988319, "loss_fcos_loc": 0.15828693739604205, "loss_mask": 0.23317835666239262, "loss_maskiou": 0.003911278749001212, "loss_sem_seg": 0.1836748223286122, "lr": 0.001, "mask_rcnn/accuracy": 0.8893717370669199, "mask_rcnn/false_negative": 0.09085242982026873, "mask_rcnn/false_positive": 0.1203865574721763, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 30.25, "time": 0.69414222240448, "total_loss": 1.3884102993324632} {"data_time": 0.009867806918919086, "eta_seconds": 25234.543861581013, "iteration": 233939, "loss_fcos_cls": 0.18627204676158726, "loss_fcos_ctr": 0.6146713653579354, "loss_fcos_loc": 0.1583753168815747, "loss_mask": 0.24164270283654332, "loss_maskiou": 0.004452429093362298, "loss_sem_seg": 0.1833587575238198, "lr": 0.001, "mask_rcnn/accuracy": 0.8963718016781796, "mask_rcnn/false_negative": 0.09560380745003372, "mask_rcnn/false_positive": 0.12213467061748126, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.5, "time": 0.6903330571949482, "total_loss": 1.3967171395706828} {"data_time": 0.010763192549347878, "eta_seconds": 25232.642443823628, "iteration": 233959, "loss_fcos_cls": 0.18513171529048122, "loss_fcos_ctr": 0.611963702365756, "loss_fcos_loc": 0.16079312935471535, "loss_mask": 0.24137842003256083, "loss_maskiou": 0.004023669083835557, "loss_sem_seg": 0.19575376668944955, "lr": 0.001, "mask_rcnn/accuracy": 0.9042589478973408, "mask_rcnn/false_negative": 0.06170050121349861, "mask_rcnn/false_positive": 0.12265717941104401, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.25, "time": 0.6980862123891711, "total_loss": 1.387764364364557} {"data_time": 0.010012821294367313, "eta_seconds": 25218.64025606867, "iteration": 233979, "loss_fcos_cls": 0.18746951926732436, "loss_fcos_ctr": 0.6121296864002943, "loss_fcos_loc": 0.1456863039638847, "loss_mask": 0.24381925910711288, "loss_maskiou": 0.0040549103723606095, "loss_sem_seg": 0.1765794896055013, "lr": 0.001, "mask_rcnn/accuracy": 0.8894773836954136, "mask_rcnn/false_negative": 0.08996808226224624, "mask_rcnn/false_positive": 0.1444100597523867, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.5, "time": 0.6866987878456712, "total_loss": 1.3826794912311016} {"data_time": 0.010219220072031021, "eta_seconds": 25210.633776667528, "iteration": 233999, "loss_fcos_cls": 0.18476769817061722, "loss_fcos_ctr": 0.6129896445199847, "loss_fcos_loc": 0.15825844136998057, "loss_mask": 0.23772946931421757, "loss_maskiou": 0.0037854652546229772, "loss_sem_seg": 0.18804958485998213, "lr": 0.001, "mask_rcnn/accuracy": 0.8803967933030135, "mask_rcnn/false_negative": 0.10467351016491902, "mask_rcnn/false_positive": 0.13752536985502745, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 30.5, "time": 0.7230209447443485, "total_loss": 1.3964194044056057} {"data_time": 0.009817307814955711, "eta_seconds": 25200.322123288177, "iteration": 234019, "loss_fcos_cls": 0.18002169381361455, "loss_fcos_ctr": 0.6167539013549685, "loss_fcos_loc": 0.16043523675762117, "loss_mask": 0.23456971999257803, "loss_maskiou": 0.0038429568339779507, "loss_sem_seg": 0.17250530514866114, "lr": 0.001, "mask_rcnn/accuracy": 0.9083075946078574, "mask_rcnn/false_negative": 0.08218431119889583, "mask_rcnn/false_positive": 0.11184026717590762, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.25, "time": 0.71080516371876, "total_loss": 1.3996342852478847} {"data_time": 0.009424642659723759, "eta_seconds": 25182.622739444487, "iteration": 234039, "loss_fcos_cls": 0.18410809244960546, "loss_fcos_ctr": 0.6153510650619864, "loss_fcos_loc": 0.15775952627882361, "loss_mask": 0.24217629106715322, "loss_maskiou": 0.00417789832863491, "loss_sem_seg": 0.18503294698894024, "lr": 0.001, "mask_rcnn/accuracy": 0.8962805211370262, "mask_rcnn/false_negative": 0.09372844925654965, "mask_rcnn/false_positive": 0.12591248418852644, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7045726701617241, "total_loss": 1.3888656824055943} {"data_time": 0.008945262059569359, "eta_seconds": 25168.617220832966, "iteration": 234059, "loss_fcos_cls": 0.1875247933785431, "loss_fcos_ctr": 0.616035345941782, "loss_fcos_loc": 0.15495729781105183, "loss_mask": 0.23721202183514833, "loss_maskiou": 0.004308263560233172, "loss_sem_seg": 0.15280287037603557, "lr": 0.001, "mask_rcnn/accuracy": 0.9006331110598665, "mask_rcnn/false_negative": 0.08046635092494847, "mask_rcnn/false_positive": 0.13337677646660773, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 25.0, "time": 0.6819613669067621, "total_loss": 1.3491136845113942} {"data_time": 0.009744600392878056, "eta_seconds": 25154.611702221446, "iteration": 234079, "loss_fcos_cls": 0.17702216713223606, "loss_fcos_ctr": 0.6131614465266466, "loss_fcos_loc": 0.1562834243522957, "loss_mask": 0.2270252015441656, "loss_maskiou": 0.004087283712578937, "loss_sem_seg": 0.18480454524978995, "lr": 0.001, "mask_rcnn/accuracy": 0.889266179444751, "mask_rcnn/false_negative": 0.0915451955113231, "mask_rcnn/false_positive": 0.108109413554276, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 22.5, "time": 0.6920240400359035, "total_loss": 1.367304783394502} {"data_time": 0.010195944458246231, "eta_seconds": 25201.71511604078, "iteration": 234099, "loss_fcos_cls": 0.18962802476016805, "loss_fcos_ctr": 0.6162485778331757, "loss_fcos_loc": 0.1623741437215358, "loss_mask": 0.248661401681602, "loss_maskiou": 0.004292675694159698, "loss_sem_seg": 0.17040076665580273, "lr": 0.001, "mask_rcnn/accuracy": 0.8763975109748333, "mask_rcnn/false_negative": 0.10858230080885023, "mask_rcnn/false_positive": 0.1271930804361086, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.0, "time": 0.7137770960107446, "total_loss": 1.3886250064797423} {"data_time": 0.011357016861438751, "eta_seconds": 25199.85152821336, "iteration": 234119, "loss_fcos_cls": 0.19089195656124502, "loss_fcos_ctr": 0.6147804977372289, "loss_fcos_loc": 0.16288670909125358, "loss_mask": 0.23361986689269543, "loss_maskiou": 0.004246055948897265, "loss_sem_seg": 0.1659128344617784, "lr": 0.001, "mask_rcnn/accuracy": 0.9026823060305202, "mask_rcnn/false_negative": 0.08207284940419582, "mask_rcnn/false_positive": 0.11273185287637025, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7190663674846292, "total_loss": 1.378194424934918} {"data_time": 0.009680313989520073, "eta_seconds": 25178.62143613305, "iteration": 234139, "loss_fcos_cls": 0.18818980385549366, "loss_fcos_ctr": 0.6140384208410978, "loss_fcos_loc": 0.16112882201559842, "loss_mask": 0.23668453376740217, "loss_maskiou": 0.004391173904878087, "loss_sem_seg": 0.16298145544715226, "lr": 0.001, "mask_rcnn/accuracy": 0.9039295525902669, "mask_rcnn/false_negative": 0.07848406107561148, "mask_rcnn/false_positive": 0.13103551573858713, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.25, "time": 0.6868419963866472, "total_loss": 1.382802033695043} {"data_time": 0.010183324106037617, "eta_seconds": 25159.596431130543, "iteration": 234159, "loss_fcos_cls": 0.18141230201581493, "loss_fcos_ctr": 0.6149893775582314, "loss_fcos_loc": 0.15450769988819957, "loss_mask": 0.2333588246256113, "loss_maskiou": 0.004327814942371333, "loss_sem_seg": 0.18017075909301639, "lr": 0.001, "mask_rcnn/accuracy": 0.8996045544561035, "mask_rcnn/false_negative": 0.0723009704365368, "mask_rcnn/false_positive": 0.11637539196066696, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.5, "time": 0.6880805445834994, "total_loss": 1.3563846739452856} {"data_time": 0.010255401022732258, "eta_seconds": 25077.746124272235, "iteration": 234179, "loss_fcos_cls": 0.18629110173787922, "loss_fcos_ctr": 0.6151899248361588, "loss_fcos_loc": 0.15714802432921715, "loss_mask": 0.23267232393845916, "loss_maskiou": 0.003985871266195318, "loss_sem_seg": 0.17299404693767428, "lr": 0.001, "mask_rcnn/accuracy": 0.9024521525027922, "mask_rcnn/false_negative": 0.07770121119027001, "mask_rcnn/false_positive": 0.12505822179394277, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.6901441980153322, "total_loss": 1.3602387547398394} {"data_time": 0.00907063577324152, "eta_seconds": 25034.504044623114, "iteration": 234199, "loss_fcos_cls": 0.18877694822731428, "loss_fcos_ctr": 0.6135201561264694, "loss_fcos_loc": 0.16058220888953656, "loss_mask": 0.234902233351022, "loss_maskiou": 0.004421350633492693, "loss_sem_seg": 0.1506015860941261, "lr": 0.001, "mask_rcnn/accuracy": 0.9024971011131726, "mask_rcnn/false_negative": 0.09292823454330296, "mask_rcnn/false_positive": 0.09650164227384411, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 21.75, "time": 0.6893324172124267, "total_loss": 1.3474618324326002} {"data_time": 0.011115617118775845, "eta_seconds": 25024.063449095003, "iteration": 234219, "loss_fcos_cls": 0.18407037993893027, "loss_fcos_ctr": 0.6114729577675462, "loss_fcos_loc": 0.1582900956273079, "loss_mask": 0.23143391637131572, "loss_maskiou": 0.003888518716848921, "loss_sem_seg": 0.17663830006495118, "lr": 0.001, "mask_rcnn/accuracy": 0.8917933619422345, "mask_rcnn/false_negative": 0.09520152241152849, "mask_rcnn/false_positive": 0.12234458530073325, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.75, "time": 0.7089626379311085, "total_loss": 1.3839222502938355} {"data_time": 0.009558718651533127, "eta_seconds": 25038.436431135982, "iteration": 234239, "loss_fcos_cls": 0.18557694187620655, "loss_fcos_ctr": 0.6142858695238829, "loss_fcos_loc": 0.16355140635278076, "loss_mask": 0.2424084898084402, "loss_maskiou": 0.004356365498097148, "loss_sem_seg": 0.1844331664033234, "lr": 0.001, "mask_rcnn/accuracy": 0.9120553763958414, "mask_rcnn/false_negative": 0.06867457911463862, "mask_rcnn/false_positive": 0.10124192765360018, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 26.5, "time": 0.7186625460162759, "total_loss": 1.428012254596979} {"data_time": 0.009872176684439182, "eta_seconds": 25008.41257840302, "iteration": 234259, "loss_fcos_cls": 0.1808576879557222, "loss_fcos_ctr": 0.6114062378183007, "loss_fcos_loc": 0.16050766641274095, "loss_mask": 0.24024286027997732, "loss_maskiou": 0.00412750771647552, "loss_sem_seg": 0.1787025025114417, "lr": 0.001, "mask_rcnn/accuracy": 0.8914066257816258, "mask_rcnn/false_negative": 0.08407770788087714, "mask_rcnn/false_positive": 0.13226989049409935, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.25, "time": 0.704082990065217, "total_loss": 1.37056559399025} {"data_time": 0.010444791056215763, "eta_seconds": 24973.995514928363, "iteration": 234279, "loss_fcos_cls": 0.18309695058269426, "loss_fcos_ctr": 0.6146212117746472, "loss_fcos_loc": 0.15876490040682256, "loss_mask": 0.22761648893356323, "loss_maskiou": 0.004039410690893419, "loss_sem_seg": 0.18639333196915686, "lr": 0.001, "mask_rcnn/accuracy": 0.9063383165766307, "mask_rcnn/false_negative": 0.09075440257936535, "mask_rcnn/false_positive": 0.1180759070898938, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 25.25, "time": 0.6853729970753193, "total_loss": 1.3767702592813293} {"data_time": 0.011612152680754662, "eta_seconds": 24957.24996806588, "iteration": 234299, "loss_fcos_cls": 0.18282280524726957, "loss_fcos_ctr": 0.6127521367743611, "loss_fcos_loc": 0.15198123746085912, "loss_mask": 0.23154678707942367, "loss_maskiou": 0.0036585856578312814, "loss_sem_seg": 0.1727041187696159, "lr": 0.001, "mask_rcnn/accuracy": 0.9006952583961513, "mask_rcnn/false_negative": 0.09116128258113651, "mask_rcnn/false_positive": 0.10816062861984413, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 27.0, "time": 0.7113554533571005, "total_loss": 1.3635792704262713} {"data_time": 0.011357254348695278, "eta_seconds": 24950.59184984211, "iteration": 234319, "loss_fcos_cls": 0.18359663407318294, "loss_fcos_ctr": 0.6132378308102489, "loss_fcos_loc": 0.16056897724047303, "loss_mask": 0.24176179617643356, "loss_maskiou": 0.004067850997671485, "loss_sem_seg": 0.1922311200760305, "lr": 0.001, "mask_rcnn/accuracy": 0.8847983141669367, "mask_rcnn/false_negative": 0.08847703104215783, "mask_rcnn/false_positive": 0.12794652677644625, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 28.0, "time": 0.7153537832200527, "total_loss": 1.3969594372574647} {"data_time": 0.009472392499446869, "eta_seconds": 24940.13936609309, "iteration": 234339, "loss_fcos_cls": 0.20083338406402618, "loss_fcos_ctr": 0.6160699240863323, "loss_fcos_loc": 0.17130005813669413, "loss_mask": 0.24522390170022845, "loss_maskiou": 0.004087272545802989, "loss_sem_seg": 0.18940946157090366, "lr": 0.001, "mask_rcnn/accuracy": 0.8845871009694201, "mask_rcnn/false_negative": 0.09735602060045084, "mask_rcnn/false_positive": 0.12931910157524756, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 39.25, "time": 0.7066004071384668, "total_loss": 1.4266168821850442} {"data_time": 0.010779879987239838, "eta_seconds": 24926.152018926106, "iteration": 234359, "loss_fcos_cls": 0.18945778743363917, "loss_fcos_ctr": 0.613163897767663, "loss_fcos_loc": 0.15753297915216535, "loss_mask": 0.2378344968892634, "loss_maskiou": 0.0043017207408411196, "loss_sem_seg": 0.1528069106861949, "lr": 0.001, "mask_rcnn/accuracy": 0.8917014217436184, "mask_rcnn/false_negative": 0.09901773040530637, "mask_rcnn/false_positive": 0.11214157221785542, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 30.25, "time": 0.6894813375547528, "total_loss": 1.366448737167957} {"data_time": 0.009971675463020802, "eta_seconds": 24911.295529328287, "iteration": 234379, "loss_fcos_cls": 0.1885362996836193, "loss_fcos_ctr": 0.6160626197233796, "loss_fcos_loc": 0.16652617740328424, "loss_mask": 0.24544504284858704, "loss_maskiou": 0.0039035934387356974, "loss_sem_seg": 0.18762635183520615, "lr": 0.001, "mask_rcnn/accuracy": 0.8847840456937492, "mask_rcnn/false_negative": 0.0917674658980589, "mask_rcnn/false_positive": 0.12388350998242464, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 27.75, "time": 0.7228065580129623, "total_loss": 1.403776374007066} {"data_time": 0.01035638339817524, "eta_seconds": 24881.490764309652, "iteration": 234399, "loss_fcos_cls": 0.18267532694153488, "loss_fcos_ctr": 0.6138967480510473, "loss_fcos_loc": 0.15618517657276243, "loss_mask": 0.2450798163190484, "loss_maskiou": 0.0037972192840243224, "loss_sem_seg": 0.1816626514773816, "lr": 0.001, "mask_rcnn/accuracy": 0.8810446009389672, "mask_rcnn/false_negative": 0.09680393682112329, "mask_rcnn/false_positive": 0.11831296235176154, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 34.5, "time": 0.6751401582732797, "total_loss": 1.3907084515994939} {"data_time": 0.009977901354432106, "eta_seconds": 24844.388991438784, "iteration": 234419, "loss_fcos_cls": 0.19015598739497364, "loss_fcos_ctr": 0.6139047192409635, "loss_fcos_loc": 0.1555755272274837, "loss_mask": 0.23635315243154764, "loss_maskiou": 0.004354761147624231, "loss_sem_seg": 0.19660331052727997, "lr": 0.001, "mask_rcnn/accuracy": 0.8906242532141662, "mask_rcnn/false_negative": 0.1068538297375764, "mask_rcnn/false_positive": 0.11731045776983996, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 29.25, "time": 0.6795271383598447, "total_loss": 1.4453901449614932} {"data_time": 0.009699026122689247, "eta_seconds": 24830.42401631642, "iteration": 234439, "loss_fcos_cls": 0.18210695241577923, "loss_fcos_ctr": 0.6141120353713632, "loss_fcos_loc": 0.15502666402608156, "loss_mask": 0.22433338081464171, "loss_maskiou": 0.004211540903270361, "loss_sem_seg": 0.16643394203856587, "lr": 0.001, "mask_rcnn/accuracy": 0.9030169359410432, "mask_rcnn/false_negative": 0.08498582702759312, "mask_rcnn/false_positive": 0.11768629647142274, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 22.5, "time": 0.6922707473859191, "total_loss": 1.3589794659237668} {"data_time": 0.01066347025334835, "eta_seconds": 24824.965511248447, "iteration": 234459, "loss_fcos_cls": 0.18103427268215455, "loss_fcos_ctr": 0.6137937670573592, "loss_fcos_loc": 0.15620932233287022, "loss_mask": 0.23885535774752498, "loss_maskiou": 0.004019409097963944, "loss_sem_seg": 0.1790112138260156, "lr": 0.001, "mask_rcnn/accuracy": 0.9139624504701455, "mask_rcnn/false_negative": 0.09170440882341974, "mask_rcnn/false_positive": 0.08207979790163548, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 26.0, "time": 0.7178604938089848, "total_loss": 1.4004393590839754} {"data_time": 0.009944343939423561, "eta_seconds": 24825.578872476704, "iteration": 234479, "loss_fcos_cls": 0.1815246637124801, "loss_fcos_ctr": 0.6142459656111896, "loss_fcos_loc": 0.16005952982231975, "loss_mask": 0.22524422639980912, "loss_maskiou": 0.004165138675489288, "loss_sem_seg": 0.17671757098287344, "lr": 0.001, "mask_rcnn/accuracy": 0.9153985151753009, "mask_rcnn/false_negative": 0.07077521563401129, "mask_rcnn/false_positive": 0.09415216339676045, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.5, "time": 0.6987548284232616, "total_loss": 1.3743668947627157} {"data_time": 0.01091203186661005, "eta_seconds": 24820.184619004838, "iteration": 234499, "loss_fcos_cls": 0.1751629188656807, "loss_fcos_ctr": 0.6122468519024551, "loss_fcos_loc": 0.1502977680065669, "loss_mask": 0.2289338237605989, "loss_maskiou": 0.0040045042769634165, "loss_sem_seg": 0.17495954455807805, "lr": 0.001, "mask_rcnn/accuracy": 0.9195474108010551, "mask_rcnn/false_negative": 0.07949049564873152, "mask_rcnn/false_positive": 0.10044267030952503, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 23.75, "time": 0.7095825057476759, "total_loss": 1.3558526355554932} {"data_time": 0.01033535972237587, "eta_seconds": 24802.739003537223, "iteration": 234519, "loss_fcos_cls": 0.18470387253910303, "loss_fcos_ctr": 0.6148677100427449, "loss_fcos_loc": 0.15876210236456245, "loss_mask": 0.24571555480360985, "loss_maskiou": 0.004063463400598266, "loss_sem_seg": 0.18440404441207647, "lr": 0.001, "mask_rcnn/accuracy": 0.8810293712079427, "mask_rcnn/false_negative": 0.09108096422693981, "mask_rcnn/false_positive": 0.1377081248102103, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.5, "time": 0.6963475868105888, "total_loss": 1.40027331474721} {"data_time": 0.009662252850830555, "eta_seconds": 24777.866294024512, "iteration": 234539, "loss_fcos_cls": 0.1931849415996112, "loss_fcos_ctr": 0.6156010674312711, "loss_fcos_loc": 0.15876747632864863, "loss_mask": 0.24478118680417538, "loss_maskiou": 0.003946233584429137, "loss_sem_seg": 0.16455232445150614, "lr": 0.001, "mask_rcnn/accuracy": 0.8993576684470839, "mask_rcnn/false_negative": 0.0973690941882781, "mask_rcnn/false_positive": 0.1123360599814332, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 21.5, "time": 0.6946784975007176, "total_loss": 1.3676280751351442} {"data_time": 0.010540544055402279, "eta_seconds": 24769.666980643757, "iteration": 234559, "loss_fcos_cls": 0.18506425968371332, "loss_fcos_ctr": 0.6128445737995207, "loss_fcos_loc": 0.15172809828072786, "loss_mask": 0.24446339206770062, "loss_maskiou": 0.003954996507673059, "loss_sem_seg": 0.1749329511076212, "lr": 0.001, "mask_rcnn/accuracy": 0.891454244040446, "mask_rcnn/false_negative": 0.06584945564455394, "mask_rcnn/false_positive": 0.13898724401539864, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.6955338567495346, "total_loss": 1.3663077410419646} {"data_time": 0.010920646600425243, "eta_seconds": 24750.433332463726, "iteration": 234579, "loss_fcos_cls": 0.1892641563899815, "loss_fcos_ctr": 0.6142578083090484, "loss_fcos_loc": 0.16121429071063176, "loss_mask": 0.24146136362105608, "loss_maskiou": 0.004468927336347406, "loss_sem_seg": 0.16922248504124582, "lr": 0.001, "mask_rcnn/accuracy": 0.8988669792241222, "mask_rcnn/false_negative": 0.08285568866892166, "mask_rcnn/false_positive": 0.1133410844645599, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 30.75, "time": 0.6919460752978921, "total_loss": 1.3823690879507922} {"data_time": 0.010769542306661606, "eta_seconds": 24732.896209273487, "iteration": 234599, "loss_fcos_cls": 0.17776921187760308, "loss_fcos_ctr": 0.6142837405204773, "loss_fcos_loc": 0.1564246499328874, "loss_mask": 0.2282457877881825, "loss_maskiou": 0.004014597656350816, "loss_sem_seg": 0.16851691901683807, "lr": 0.001, "mask_rcnn/accuracy": 0.88908621140764, "mask_rcnn/false_negative": 0.09267800427691855, "mask_rcnn/false_positive": 0.11487334785536385, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.75, "time": 0.687929779291153, "total_loss": 1.3579312086058053} {"data_time": 0.010037476196885109, "eta_seconds": 24702.66780075524, "iteration": 234619, "loss_fcos_cls": 0.1809022664092481, "loss_fcos_ctr": 0.6149729592725635, "loss_fcos_loc": 0.16211672557983547, "loss_mask": 0.25418721232563257, "loss_maskiou": 0.004474221910641063, "loss_sem_seg": 0.19351553544402122, "lr": 0.001, "mask_rcnn/accuracy": 0.9048696496677291, "mask_rcnn/false_negative": 0.07425119349588692, "mask_rcnn/false_positive": 0.09824073259000266, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 27.25, "time": 0.695938179269433, "total_loss": 1.3968771555737476} {"data_time": 0.011008275672793388, "eta_seconds": 24687.719117294066, "iteration": 234639, "loss_fcos_cls": 0.1807940011494793, "loss_fcos_ctr": 0.6137769687920809, "loss_fcos_loc": 0.15302175690885633, "loss_mask": 0.2300137747079134, "loss_maskiou": 0.004316633181588259, "loss_sem_seg": 0.18474263651296496, "lr": 0.001, "mask_rcnn/accuracy": 0.8978335494033679, "mask_rcnn/false_negative": 0.09256978506119198, "mask_rcnn/false_positive": 0.11364639837791157, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 27.5, "time": 0.6863349415361881, "total_loss": 1.3845208462698793} {"data_time": 0.010109029710292816, "eta_seconds": 24669.529235389084, "iteration": 234659, "loss_fcos_cls": 0.19081289845053107, "loss_fcos_ctr": 0.6135226739570498, "loss_fcos_loc": 0.16128614509943873, "loss_mask": 0.24209065921604633, "loss_maskiou": 0.00450097885550349, "loss_sem_seg": 0.1946906882803887, "lr": 0.001, "mask_rcnn/accuracy": 0.8933630298273155, "mask_rcnn/false_negative": 0.09468714906845077, "mask_rcnn/false_positive": 0.12470633673008105, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.6777157271280885, "total_loss": 1.4171627658033685} {"data_time": 0.011756127700209618, "eta_seconds": 24655.568380158395, "iteration": 234679, "loss_fcos_cls": 0.18365625594742596, "loss_fcos_ctr": 0.6160178147256374, "loss_fcos_loc": 0.16000964806880802, "loss_mask": 0.2335023730993271, "loss_maskiou": 0.0034037362347589806, "loss_sem_seg": 0.18708886997774243, "lr": 0.001, "mask_rcnn/accuracy": 0.9203216307430977, "mask_rcnn/false_negative": 0.0630599639705518, "mask_rcnn/false_positive": 0.08915836741815665, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 24.5, "time": 0.7032910538837314, "total_loss": 1.3782644064121996} {"data_time": 0.009964563883841038, "eta_seconds": 24644.298147361726, "iteration": 234699, "loss_fcos_cls": 0.18881634157150984, "loss_fcos_ctr": 0.6140671139582992, "loss_fcos_loc": 0.16372882772702724, "loss_mask": 0.23449607100337744, "loss_maskiou": 0.004469953830266604, "loss_sem_seg": 0.18287204357329756, "lr": 0.001, "mask_rcnn/accuracy": 0.8866304586350668, "mask_rcnn/false_negative": 0.09965980059938392, "mask_rcnn/false_positive": 0.12720791562383865, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 25.75, "time": 0.7152637131512165, "total_loss": 1.380979770947306} {"data_time": 0.009693312458693981, "eta_seconds": 24624.56557581015, "iteration": 234719, "loss_fcos_cls": 0.18544689705595374, "loss_fcos_ctr": 0.6141549157910049, "loss_fcos_loc": 0.16035436271340586, "loss_mask": 0.24253467796370387, "loss_maskiou": 0.00392835557795479, "loss_sem_seg": 0.17980976309627295, "lr": 0.001, "mask_rcnn/accuracy": 0.8757659193485087, "mask_rcnn/false_negative": 0.11060498380526146, "mask_rcnn/false_positive": 0.13852817710457271, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 26.25, "time": 0.7052043387666345, "total_loss": 1.3717701875066268} {"data_time": 0.010425923392176628, "eta_seconds": 24613.685814466327, "iteration": 234739, "loss_fcos_cls": 0.19129110279027373, "loss_fcos_ctr": 0.6132583278231323, "loss_fcos_loc": 0.15274312713881955, "loss_mask": 0.22775615006685257, "loss_maskiou": 0.0035298433795105666, "loss_sem_seg": 0.16704650572501123, "lr": 0.001, "mask_rcnn/accuracy": 0.8933644147314098, "mask_rcnn/false_negative": 0.07473445793645483, "mask_rcnn/false_positive": 0.1413156767594278, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 24.0, "time": 0.6932851700112224, "total_loss": 1.349149063025834} {"data_time": 0.010368544608354568, "eta_seconds": 24599.72495923564, "iteration": 234759, "loss_fcos_cls": 0.18212283193133771, "loss_fcos_ctr": 0.6134050455875695, "loss_fcos_loc": 0.1583453972125426, "loss_mask": 0.2382246246561408, "loss_maskiou": 0.004110187081096228, "loss_sem_seg": 0.17696502315811813, "lr": 0.001, "mask_rcnn/accuracy": 0.8861084282411065, "mask_rcnn/false_negative": 0.09011275396932447, "mask_rcnn/false_positive": 0.13723253106961159, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 30.25, "time": 0.7029002783820033, "total_loss": 1.3536056833618204} {"data_time": 0.01091077085584402, "eta_seconds": 24562.08311098907, "iteration": 234779, "loss_fcos_cls": 0.18327675154432654, "loss_fcos_ctr": 0.6156994411721826, "loss_fcos_loc": 0.15624922316055745, "loss_mask": 0.24135727854445577, "loss_maskiou": 0.0039002237244858406, "loss_sem_seg": 0.18008677661418915, "lr": 0.001, "mask_rcnn/accuracy": 0.9096055448041285, "mask_rcnn/false_negative": 0.07676607858082979, "mask_rcnn/false_positive": 0.10579536244842308, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 23.0, "time": 0.7029255237430334, "total_loss": 1.4051372869580518} {"data_time": 0.01057356782257557, "eta_seconds": 24508.783947136253, "iteration": 234799, "loss_fcos_cls": 0.1836884212680161, "loss_fcos_ctr": 0.6111959116533399, "loss_fcos_loc": 0.14590443510678597, "loss_mask": 0.23591776005923748, "loss_maskiou": 0.0039038740505930036, "loss_sem_seg": 0.16662554861977696, "lr": 0.001, "mask_rcnn/accuracy": 0.8930358928416162, "mask_rcnn/false_negative": 0.11375924398733935, "mask_rcnn/false_positive": 0.1221824017375381, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.5, "time": 0.6773046776652336, "total_loss": 1.3424481547117466} {"data_time": 0.009979556314647198, "eta_seconds": 24489.886174583808, "iteration": 234819, "loss_fcos_cls": 0.18295659765135497, "loss_fcos_ctr": 0.6117966333404183, "loss_fcos_loc": 0.1553984598722309, "loss_mask": 0.24274716340005398, "loss_maskiou": 0.004157824216235895, "loss_sem_seg": 0.1759049310348928, "lr": 0.001, "mask_rcnn/accuracy": 0.8866078307285934, "mask_rcnn/false_negative": 0.09105730137625903, "mask_rcnn/false_positive": 0.15157534407169107, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.75, "time": 0.7188474489375949, "total_loss": 1.360859776581492} {"data_time": 0.009908272884786129, "eta_seconds": 24474.561234055087, "iteration": 234839, "loss_fcos_cls": 0.19577615475282073, "loss_fcos_ctr": 0.6143241198733449, "loss_fcos_loc": 0.16473079787101597, "loss_mask": 0.24339786125347018, "loss_maskiou": 0.0039941890609043185, "loss_sem_seg": 0.17565185693092644, "lr": 0.001, "mask_rcnn/accuracy": 0.907654207750516, "mask_rcnn/false_negative": 0.08897579787743029, "mask_rcnn/false_positive": 0.1332609718135408, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.5, "time": 0.6823078505694866, "total_loss": 1.3985186571226222} {"data_time": 0.010638763196766376, "eta_seconds": 24467.008797656745, "iteration": 234859, "loss_fcos_cls": 0.18455780192743987, "loss_fcos_ctr": 0.6134901028126478, "loss_fcos_loc": 0.1517480825423263, "loss_mask": 0.22969644982367754, "loss_maskiou": 0.00365781715254343, "loss_sem_seg": 0.16565896850079298, "lr": 0.001, "mask_rcnn/accuracy": 0.8878400077334757, "mask_rcnn/false_negative": 0.09365971971116283, "mask_rcnn/false_positive": 0.09873439632756084, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.5, "time": 0.693265319801867, "total_loss": 1.3491244206452393} {"data_time": 0.010106493718922138, "eta_seconds": 24464.572384597734, "iteration": 234879, "loss_fcos_cls": 0.18016542005352676, "loss_fcos_ctr": 0.6149959433823824, "loss_fcos_loc": 0.16047985188197345, "loss_mask": 0.24383576586842537, "loss_maskiou": 0.004765507255797274, "loss_sem_seg": 0.18220819137059152, "lr": 0.001, "mask_rcnn/accuracy": 0.8889871002784766, "mask_rcnn/false_negative": 0.10622584784578146, "mask_rcnn/false_positive": 0.12496056372024397, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 37.75, "time": 0.706477333791554, "total_loss": 1.3983190653234487} {"data_time": 0.0097736157476902, "eta_seconds": 24467.59760581702, "iteration": 234899, "loss_fcos_cls": 0.18666047672741115, "loss_fcos_ctr": 0.6145487111061811, "loss_fcos_loc": 0.160061281058006, "loss_mask": 0.2429754799231887, "loss_maskiou": 0.004108659042685758, "loss_sem_seg": 0.16817313339561224, "lr": 0.001, "mask_rcnn/accuracy": 0.8799527594056491, "mask_rcnn/false_negative": 0.10616584973144959, "mask_rcnn/false_positive": 0.12831991175606255, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 32.5, "time": 0.714960970915854, "total_loss": 1.390729255777842} {"data_time": 0.010339993052184582, "eta_seconds": 24476.655679680407, "iteration": 234919, "loss_fcos_cls": 0.1746667881961912, "loss_fcos_ctr": 0.6136390399187803, "loss_fcos_loc": 0.16084447916364297, "loss_mask": 0.2544559398666024, "loss_maskiou": 0.004464860285224859, "loss_sem_seg": 0.19146850891411304, "lr": 0.001, "mask_rcnn/accuracy": 0.8897950116979642, "mask_rcnn/false_negative": 0.10212890675642569, "mask_rcnn/false_positive": 0.14637300541617848, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7007858650758862, "total_loss": 1.388577366024947} {"data_time": 0.010653900913894176, "eta_seconds": 24462.7013136819, "iteration": 234939, "loss_fcos_cls": 0.17860115109942853, "loss_fcos_ctr": 0.6105302777141333, "loss_fcos_loc": 0.15198143804445863, "loss_mask": 0.23546027252450585, "loss_maskiou": 0.003912924788892269, "loss_sem_seg": 0.19004215579479933, "lr": 0.001, "mask_rcnn/accuracy": 0.8874587383091876, "mask_rcnn/false_negative": 0.08191391011629916, "mask_rcnn/false_positive": 0.13978588014697743, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.75, "time": 0.6843732381239533, "total_loss": 1.3591727242492198} {"data_time": 0.01102747768163681, "eta_seconds": 24437.551854434423, "iteration": 234959, "loss_fcos_cls": 0.19179350609192625, "loss_fcos_ctr": 0.616564548574388, "loss_fcos_loc": 0.16830729867797345, "loss_mask": 0.2505840095691383, "loss_maskiou": 0.004718191514257342, "loss_sem_seg": 0.18489188188686967, "lr": 0.001, "mask_rcnn/accuracy": 0.8946850564274623, "mask_rcnn/false_negative": 0.08951520338066729, "mask_rcnn/false_positive": 0.1354668443473319, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 28.5, "time": 0.6816872730851173, "total_loss": 1.4357878070877632} {"data_time": 0.010209646075963974, "eta_seconds": 24434.792581684887, "iteration": 234979, "loss_fcos_cls": 0.18693296844139695, "loss_fcos_ctr": 0.6131177665665746, "loss_fcos_loc": 0.1581489508971572, "loss_mask": 0.22839547879993916, "loss_maskiou": 0.004069549602718325, "loss_sem_seg": 0.16871043876744807, "lr": 0.001, "mask_rcnn/accuracy": 0.9074224364041391, "mask_rcnn/false_negative": 0.07455466990710372, "mask_rcnn/false_positive": 0.10488310314890012, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 31.25, "time": 0.7036464437842369, "total_loss": 1.3833539102997747} {"data_time": 0.010740172117948532, "eta_seconds": 24408.66162141133, "iteration": 234999, "loss_fcos_cls": 0.17483374301809818, "loss_fcos_ctr": 0.6139012342318892, "loss_fcos_loc": 0.1535346449818462, "loss_mask": 0.24162796651944518, "loss_maskiou": 0.004334569246566389, "loss_sem_seg": 0.16217863641213626, "lr": 0.001, "mask_rcnn/accuracy": 0.9005386726710933, "mask_rcnn/false_negative": 0.08548056540073025, "mask_rcnn/false_positive": 0.11298253416398318, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 27.5, "time": 0.6866315454244614, "total_loss": 1.377064054213406} {"data_time": 0.010461872443556786, "eta_seconds": 24367.05123958923, "iteration": 235019, "loss_fcos_cls": 0.18380705593153834, "loss_fcos_ctr": 0.6127437883988023, "loss_fcos_loc": 0.1613004828686826, "loss_mask": 0.23541934555396438, "loss_maskiou": 0.0036205129872541875, "loss_sem_seg": 0.1760089839808643, "lr": 0.001, "mask_rcnn/accuracy": 0.9095851554907677, "mask_rcnn/false_negative": 0.08909397212794931, "mask_rcnn/false_positive": 0.09155327706605368, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.5, "time": 0.6821945998817682, "total_loss": 1.3738681466056732} {"data_time": 0.009329636581242085, "eta_seconds": 24335.34698398225, "iteration": 235039, "loss_fcos_cls": 0.18525222371681593, "loss_fcos_ctr": 0.6120979897677898, "loss_fcos_loc": 0.16979423142038286, "loss_mask": 0.2517982330173254, "loss_maskiou": 0.004226746859785635, "loss_sem_seg": 0.18020627601072192, "lr": 0.001, "mask_rcnn/accuracy": 0.9001704314204314, "mask_rcnn/false_negative": 0.08736094890126758, "mask_rcnn/false_positive": 0.10175049284414203, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 30.25, "time": 0.6905106008052826, "total_loss": 1.41066138278984} {"data_time": 0.00957475695759058, "eta_seconds": 24339.188055301085, "iteration": 235059, "loss_fcos_cls": 0.18679488729685545, "loss_fcos_ctr": 0.6141091836616397, "loss_fcos_loc": 0.1570412999135442, "loss_mask": 0.23377193184569478, "loss_maskiou": 0.003845166744213202, "loss_sem_seg": 0.1939833234064281, "lr": 0.001, "mask_rcnn/accuracy": 0.8999912558167827, "mask_rcnn/false_negative": 0.09341197950314173, "mask_rcnn/false_positive": 0.11376997961096592, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 34.75, "time": 0.7152016814798117, "total_loss": 1.3829074590976234} {"data_time": 0.010687081143260002, "eta_seconds": 24342.12632098049, "iteration": 235079, "loss_fcos_cls": 0.1874093041406013, "loss_fcos_ctr": 0.6120600397698581, "loss_fcos_loc": 0.15224243549164385, "loss_mask": 0.24145214539021254, "loss_maskiou": 0.0041835826050373726, "loss_sem_seg": 0.1730134899262339, "lr": 0.001, "mask_rcnn/accuracy": 0.8999426527905592, "mask_rcnn/false_negative": 0.09472650732256778, "mask_rcnn/false_positive": 0.11542939923348683, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 20.75, "time": 0.7122267195954919, "total_loss": 1.3640966576494975} {"data_time": 0.010172458365559578, "eta_seconds": 24289.008896051906, "iteration": 235099, "loss_fcos_cls": 0.17832308213110082, "loss_fcos_ctr": 0.6132826991379261, "loss_fcos_loc": 0.15430414932779968, "loss_mask": 0.23661324754357338, "loss_maskiou": 0.004344807994129951, "loss_sem_seg": 0.170425747288391, "lr": 0.001, "mask_rcnn/accuracy": 0.8971309976318687, "mask_rcnn/false_negative": 0.07895091587117557, "mask_rcnn/false_positive": 0.11870350203473376, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.25, "time": 0.6749594705179334, "total_loss": 1.3663839723885758} {"data_time": 0.011181633919477463, "eta_seconds": 24255.821437306702, "iteration": 235119, "loss_fcos_cls": 0.18864221911644563, "loss_fcos_ctr": 0.6105510126799345, "loss_fcos_loc": 0.15579913672991097, "loss_mask": 0.2446283483877778, "loss_maskiou": 0.004286573501303792, "loss_sem_seg": 0.1705885697156191, "lr": 0.001, "mask_rcnn/accuracy": 0.9018850660600061, "mask_rcnn/false_negative": 0.08418577525889434, "mask_rcnn/false_positive": 0.11826726506170744, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.5, "time": 0.7077853111550212, "total_loss": 1.3769422628247412} {"data_time": 0.009349307976663113, "eta_seconds": 24267.13060834445, "iteration": 235139, "loss_fcos_cls": 0.18564357073046267, "loss_fcos_ctr": 0.6147834835574031, "loss_fcos_loc": 0.15872281847987324, "loss_mask": 0.2315652477554977, "loss_maskiou": 0.004218185611534864, "loss_sem_seg": 0.15930474549531937, "lr": 0.001, "mask_rcnn/accuracy": 0.8886420596946913, "mask_rcnn/false_negative": 0.07852216042658106, "mask_rcnn/false_positive": 0.1285831218468978, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 28.0, "time": 0.7216383339837193, "total_loss": 1.340406553923458} {"data_time": 0.009944272227585316, "eta_seconds": 24298.07209155988, "iteration": 235159, "loss_fcos_cls": 0.19458615011535585, "loss_fcos_ctr": 0.6138069368898869, "loss_fcos_loc": 0.1623189562233165, "loss_mask": 0.24484889535233378, "loss_maskiou": 0.003983259870437905, "loss_sem_seg": 0.17927883425727487, "lr": 0.001, "mask_rcnn/accuracy": 0.8911003295162847, "mask_rcnn/false_negative": 0.09968821303147372, "mask_rcnn/false_positive": 0.12504671021918168, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.75, "time": 0.7248264700174332, "total_loss": 1.4104716116635245} {"data_time": 0.009898076765239239, "eta_seconds": 24293.874361379072, "iteration": 235179, "loss_fcos_cls": 0.1821438600309193, "loss_fcos_ctr": 0.6148286629468203, "loss_fcos_loc": 0.15751577011542395, "loss_mask": 0.23271780600771308, "loss_maskiou": 0.004841752604988869, "loss_sem_seg": 0.16566205280832946, "lr": 0.001, "mask_rcnn/accuracy": 0.8995638736263736, "mask_rcnn/false_negative": 0.0827164007047552, "mask_rcnn/false_positive": 0.11244816259931731, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 24.25, "time": 0.696259293705225, "total_loss": 1.3565498305324581} {"data_time": 0.010085747577250004, "eta_seconds": 24299.851902838796, "iteration": 235199, "loss_fcos_cls": 0.17124960105866194, "loss_fcos_ctr": 0.6153416596353054, "loss_fcos_loc": 0.15570784942246974, "loss_mask": 0.23392345709726214, "loss_maskiou": 0.004089986455255712, "loss_sem_seg": 0.16196156945079565, "lr": 0.001, "mask_rcnn/accuracy": 0.8916866532937961, "mask_rcnn/false_negative": 0.0876719314791292, "mask_rcnn/false_positive": 0.13554470988252956, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 32.5, "time": 0.7216255897656083, "total_loss": 1.3528900171040732} {"data_time": 0.010764406993985176, "eta_seconds": 24285.886872004718, "iteration": 235219, "loss_fcos_cls": 0.1785270837135613, "loss_fcos_ctr": 0.6103155622258782, "loss_fcos_loc": 0.152559916023165, "loss_mask": 0.23628051322884858, "loss_maskiou": 0.004152271456405288, "loss_sem_seg": 0.18287282972596586, "lr": 0.001, "mask_rcnn/accuracy": 0.8879642953155735, "mask_rcnn/false_negative": 0.09178069798683544, "mask_rcnn/false_positive": 0.11758062021199686, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 32.25, "time": 0.7025873875245452, "total_loss": 1.3767712300468702} {"data_time": 0.009855430573225021, "eta_seconds": 24267.416748893447, "iteration": 235239, "loss_fcos_cls": 0.18414458789629862, "loss_fcos_ctr": 0.612738580442965, "loss_fcos_loc": 0.1514106024405919, "loss_mask": 0.22742522228509188, "loss_maskiou": 0.004130525165237486, "loss_sem_seg": 0.18139052845072, "lr": 0.001, "mask_rcnn/accuracy": 0.899290760260148, "mask_rcnn/false_negative": 0.10833918389517534, "mask_rcnn/false_positive": 0.10494380866983437, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 25.0, "time": 0.6948671778663993, "total_loss": 1.3700805415573996} {"data_time": 0.009952991269528866, "eta_seconds": 24254.779250524007, "iteration": 235259, "loss_fcos_cls": 0.18840220919810236, "loss_fcos_ctr": 0.6143895778805017, "loss_fcos_loc": 0.1594247086904943, "loss_mask": 0.24825651105493307, "loss_maskiou": 0.004412839334690943, "loss_sem_seg": 0.1887080178130418, "lr": 0.001, "mask_rcnn/accuracy": 0.8907664959436921, "mask_rcnn/false_negative": 0.0833724198008175, "mask_rcnn/false_positive": 0.1086335206471667, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.25, "time": 0.7082694945856929, "total_loss": 1.3844156323029893} {"data_time": 0.010416810400784016, "eta_seconds": 24249.769785933197, "iteration": 235279, "loss_fcos_cls": 0.1773388375295326, "loss_fcos_ctr": 0.6138044241815805, "loss_fcos_loc": 0.15494846901856363, "loss_mask": 0.23896992858499289, "loss_maskiou": 0.0039280198034248315, "loss_sem_seg": 0.1699990323977545, "lr": 0.001, "mask_rcnn/accuracy": 0.8764897290290439, "mask_rcnn/false_negative": 0.11005404170543524, "mask_rcnn/false_positive": 0.13877176621183282, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.704544517211616, "total_loss": 1.361380586931773} {"data_time": 0.009173762984573841, "eta_seconds": 24231.209193237126, "iteration": 235299, "loss_fcos_cls": 0.18463247240288183, "loss_fcos_ctr": 0.6127642090432346, "loss_fcos_loc": 0.1610082017723471, "loss_mask": 0.23002634989097714, "loss_maskiou": 0.0038487981028083595, "loss_sem_seg": 0.16641987394541502, "lr": 0.001, "mask_rcnn/accuracy": 0.8912636871518794, "mask_rcnn/false_negative": 0.08217454610490779, "mask_rcnn/false_positive": 0.1258917534662087, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 30.75, "time": 0.6855834824964404, "total_loss": 1.3867238124985306} {"data_time": 0.010454016737639904, "eta_seconds": 24217.24348089844, "iteration": 235319, "loss_fcos_cls": 0.1906524223741144, "loss_fcos_ctr": 0.6158281564712524, "loss_fcos_loc": 0.1648837646935135, "loss_mask": 0.2441653935238719, "loss_maskiou": 0.0039337383313977625, "loss_sem_seg": 0.1748392265290022, "lr": 0.001, "mask_rcnn/accuracy": 0.9001109707159505, "mask_rcnn/false_negative": 0.09288066662285435, "mask_rcnn/false_positive": 0.1142582795393379, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.75, "time": 0.7205618601292372, "total_loss": 1.4077258436154807} {"data_time": 0.01077181100845337, "eta_seconds": 24200.664494873025, "iteration": 235339, "loss_fcos_cls": 0.18317510694032535, "loss_fcos_ctr": 0.6125079020857811, "loss_fcos_loc": 0.14997396431863308, "loss_mask": 0.23642320232465863, "loss_maskiou": 0.004609607916790992, "loss_sem_seg": 0.19347489764913917, "lr": 0.001, "mask_rcnn/accuracy": 0.913254527162978, "mask_rcnn/false_negative": 0.09816394896491906, "mask_rcnn/false_positive": 0.09394096599821503, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 30.75, "time": 0.7098052250221372, "total_loss": 1.3721650157767726} {"data_time": 0.01010970864444971, "eta_seconds": 24186.70029043872, "iteration": 235359, "loss_fcos_cls": 0.1693636387353763, "loss_fcos_ctr": 0.6122566892299801, "loss_fcos_loc": 0.15143186610657722, "loss_mask": 0.22391379857435822, "loss_maskiou": 0.004016156992292963, "loss_sem_seg": 0.15290230314712971, "lr": 0.001, "mask_rcnn/accuracy": 0.9052184794372294, "mask_rcnn/false_negative": 0.07834527646982678, "mask_rcnn/false_positive": 0.10841778279655298, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 26.5, "time": 0.6901289066299796, "total_loss": 1.3374148643633816} {"data_time": 0.009900597855448723, "eta_seconds": 24161.73095762916, "iteration": 235379, "loss_fcos_cls": 0.17946855520131066, "loss_fcos_ctr": 0.6122924732044339, "loss_fcos_loc": 0.1518634370295331, "loss_mask": 0.23742944840341806, "loss_maskiou": 0.004287360816306318, "loss_sem_seg": 0.17714445223100483, "lr": 0.001, "mask_rcnn/accuracy": 0.890985576923077, "mask_rcnn/false_negative": 0.10063456742989794, "mask_rcnn/false_positive": 0.11119174617249784, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 23.75, "time": 0.6811303598806262, "total_loss": 1.3716271800076356} {"data_time": 0.009846976958215237, "eta_seconds": 24161.380631543696, "iteration": 235399, "loss_fcos_cls": 0.1806714904960245, "loss_fcos_ctr": 0.6141687659546733, "loss_fcos_loc": 0.16252802696544677, "loss_mask": 0.23208130430430174, "loss_maskiou": 0.004434280941495672, "loss_sem_seg": 0.14832359831780195, "lr": 0.001, "mask_rcnn/accuracy": 0.8947144545432016, "mask_rcnn/false_negative": 0.08813930577607318, "mask_rcnn/false_positive": 0.08900106927187447, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 22.25, "time": 0.6830406188964844, "total_loss": 1.3867931944332668} {"data_time": 0.010089118033647537, "eta_seconds": 24163.670673346147, "iteration": 235419, "loss_fcos_cls": 0.18256479944102466, "loss_fcos_ctr": 0.614243914373219, "loss_fcos_loc": 0.16795161948539317, "loss_mask": 0.23735096398741007, "loss_maskiou": 0.003753890370717272, "loss_sem_seg": 0.18426192237529904, "lr": 0.001, "mask_rcnn/accuracy": 0.9032925977264883, "mask_rcnn/false_negative": 0.09240045414969326, "mask_rcnn/false_positive": 0.10815224812240734, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 32.5, "time": 0.7086789198219776, "total_loss": 1.4124611590377754} {"data_time": 0.010115050710737705, "eta_seconds": 24161.249627113342, "iteration": 235439, "loss_fcos_cls": 0.18464736896567047, "loss_fcos_ctr": 0.6140297376550734, "loss_fcos_loc": 0.15631405543535948, "loss_mask": 0.2486951956525445, "loss_maskiou": 0.004699318280472653, "loss_sem_seg": 0.17084120400249958, "lr": 0.001, "mask_rcnn/accuracy": 0.8973400297619047, "mask_rcnn/false_negative": 0.09162342759032946, "mask_rcnn/false_positive": 0.1160281002880123, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.5, "time": 0.702647102996707, "total_loss": 1.3934256298016408} {"data_time": 0.010357196442782879, "eta_seconds": 24135.720445564017, "iteration": 235459, "loss_fcos_cls": 0.17897961707785726, "loss_fcos_ctr": 0.6120301131159067, "loss_fcos_loc": 0.14885122992563993, "loss_mask": 0.23505791183561087, "loss_maskiou": 0.004164546080573928, "loss_sem_seg": 0.17278781591448933, "lr": 0.001, "mask_rcnn/accuracy": 0.9000202613028154, "mask_rcnn/false_negative": 0.0872182101338542, "mask_rcnn/false_positive": 0.10953894281654598, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 27.5, "time": 0.6963961888104677, "total_loss": 1.3746527568928286} {"data_time": 0.009615916758775711, "eta_seconds": 24126.018863076344, "iteration": 235479, "loss_fcos_cls": 0.1859843368001748, "loss_fcos_ctr": 0.614320944994688, "loss_fcos_loc": 0.15689040499273688, "loss_mask": 0.24694884475320578, "loss_maskiou": 0.00460868893424049, "loss_sem_seg": 0.1673179715871811, "lr": 0.001, "mask_rcnn/accuracy": 0.9051339285714286, "mask_rcnn/false_negative": 0.0879179774960877, "mask_rcnn/false_positive": 0.11622384655088153, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.5, "time": 0.7020584577694535, "total_loss": 1.402646508129692} {"data_time": 0.009915199130773544, "eta_seconds": 24095.73794458527, "iteration": 235499, "loss_fcos_cls": 0.19600493367761374, "loss_fcos_ctr": 0.6127727990970016, "loss_fcos_loc": 0.1551583440741524, "loss_mask": 0.23834427492693067, "loss_maskiou": 0.004174272035015747, "loss_sem_seg": 0.16457956610247493, "lr": 0.001, "mask_rcnn/accuracy": 0.8915907434402333, "mask_rcnn/false_negative": 0.09000336356011093, "mask_rcnn/false_positive": 0.1274553493506934, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 29.75, "time": 0.6935212574899197, "total_loss": 1.3748399176911335} {"data_time": 0.010211882181465626, "eta_seconds": 24071.493377923965, "iteration": 235519, "loss_fcos_cls": 0.17786480369977653, "loss_fcos_ctr": 0.6132239922881126, "loss_fcos_loc": 0.157727031968534, "loss_mask": 0.2364463098347187, "loss_maskiou": 0.004110914855118608, "loss_sem_seg": 0.1649169186130166, "lr": 0.001, "mask_rcnn/accuracy": 0.907616341991342, "mask_rcnn/false_negative": 0.07269095919727232, "mask_rcnn/false_positive": 0.11283942539429809, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 23.25, "time": 0.6592265320941806, "total_loss": 1.373077107797144} {"data_time": 0.011058094911277294, "eta_seconds": 24067.80166686047, "iteration": 235539, "loss_fcos_cls": 0.19403768191114068, "loss_fcos_ctr": 0.613999966531992, "loss_fcos_loc": 0.16356632142560557, "loss_mask": 0.2344748917967081, "loss_maskiou": 0.004805702032172121, "loss_sem_seg": 0.1808030242100358, "lr": 0.001, "mask_rcnn/accuracy": 0.8897307637453715, "mask_rcnn/false_negative": 0.10247929437002172, "mask_rcnn/false_positive": 0.10961499440551996, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.0, "time": 0.7028110101819038, "total_loss": 1.3830661003958085} {"data_time": 0.009395918808877468, "eta_seconds": 24063.931337219663, "iteration": 235559, "loss_fcos_cls": 0.17882101330906153, "loss_fcos_ctr": 0.6145689627155662, "loss_fcos_loc": 0.16178713110275567, "loss_mask": 0.23992911539971828, "loss_maskiou": 0.0038346081419149414, "loss_sem_seg": 0.17225725390017033, "lr": 0.001, "mask_rcnn/accuracy": 0.9021960101623566, "mask_rcnn/false_negative": 0.09057275043483035, "mask_rcnn/false_positive": 0.10757105682275915, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.75, "time": 0.703340214677155, "total_loss": 1.364950107245022} {"data_time": 0.010492896661162376, "eta_seconds": 24047.503302902915, "iteration": 235579, "loss_fcos_cls": 0.17997858673334122, "loss_fcos_ctr": 0.6113786147907376, "loss_fcos_loc": 0.1557661946862936, "loss_mask": 0.22419635439291596, "loss_maskiou": 0.004048184186103754, "loss_sem_seg": 0.17872935673221946, "lr": 0.001, "mask_rcnn/accuracy": 0.9002639619677659, "mask_rcnn/false_negative": 0.08834914464561573, "mask_rcnn/false_positive": 0.1069962843687019, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 23.75, "time": 0.6867523724213243, "total_loss": 1.3471084667289688} {"data_time": 0.01067490503191948, "eta_seconds": 24037.22052776534, "iteration": 235599, "loss_fcos_cls": 0.19376947463024408, "loss_fcos_ctr": 0.6140511622652411, "loss_fcos_loc": 0.16108330024871975, "loss_mask": 0.24079450871795416, "loss_maskiou": 0.0045336511720961425, "loss_sem_seg": 0.182344637112692, "lr": 0.001, "mask_rcnn/accuracy": 0.8871433504044746, "mask_rcnn/false_negative": 0.09122104730720598, "mask_rcnn/false_positive": 0.11963226381118228, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.75, "time": 0.69590815436095, "total_loss": 1.408568824723261} {"data_time": 0.010129932314157486, "eta_seconds": 24035.41342639923, "iteration": 235619, "loss_fcos_cls": 0.19118717437959276, "loss_fcos_ctr": 0.6122954078018665, "loss_fcos_loc": 0.16161813284270465, "loss_mask": 0.25146838510409, "loss_maskiou": 0.0042911045566143, "loss_sem_seg": 0.18175844009965658, "lr": 0.001, "mask_rcnn/accuracy": 0.8969539218067023, "mask_rcnn/false_negative": 0.09710613152059615, "mask_rcnn/false_positive": 0.1052136190636884, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 26.5, "time": 0.7257062150165439, "total_loss": 1.4060408915611333} {"data_time": 0.01037734467536211, "eta_seconds": 24026.28719660174, "iteration": 235639, "loss_fcos_cls": 0.17892778385430574, "loss_fcos_ctr": 0.6128530241549015, "loss_fcos_loc": 0.15527302667032927, "loss_mask": 0.231373006477952, "loss_maskiou": 0.003669332556455629, "loss_sem_seg": 0.16899109538644552, "lr": 0.001, "mask_rcnn/accuracy": 0.9091048112793505, "mask_rcnn/false_negative": 0.07410425908569507, "mask_rcnn/false_positive": 0.11671266000631608, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.75, "time": 0.675577967427671, "total_loss": 1.3682296931219753} {"data_time": 0.010838378220796585, "eta_seconds": 24020.627531748265, "iteration": 235659, "loss_fcos_cls": 0.18017295491881669, "loss_fcos_ctr": 0.6123522603884339, "loss_fcos_loc": 0.1519545930204913, "loss_mask": 0.24043593928217888, "loss_maskiou": 0.003979142013122328, "loss_sem_seg": 0.18813401373336092, "lr": 0.001, "mask_rcnn/accuracy": 0.8976600278665683, "mask_rcnn/false_negative": 0.07897807788109087, "mask_rcnn/false_positive": 0.11851625399974303, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.0, "time": 0.6951003894209862, "total_loss": 1.3708302577215363} {"data_time": 0.010847081430256367, "eta_seconds": 23998.317944022827, "iteration": 235679, "loss_fcos_cls": 0.18443010887131095, "loss_fcos_ctr": 0.6116337357088923, "loss_fcos_loc": 0.15703749482054263, "loss_mask": 0.23724565980955958, "loss_maskiou": 0.004409321176353842, "loss_sem_seg": 0.1752898790873587, "lr": 0.001, "mask_rcnn/accuracy": 0.8987297111827187, "mask_rcnn/false_negative": 0.07533751525487381, "mask_rcnn/false_positive": 0.14651771742163816, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.75, "time": 0.6943000238388777, "total_loss": 1.3792587476200424} {"data_time": 0.009504789486527443, "eta_seconds": 23979.486226081848, "iteration": 235699, "loss_fcos_cls": 0.19519383879378438, "loss_fcos_ctr": 0.6144002443179488, "loss_fcos_loc": 0.15596693754196167, "loss_mask": 0.23005287535488605, "loss_maskiou": 0.00393502798397094, "loss_sem_seg": 0.16740840254351497, "lr": 0.001, "mask_rcnn/accuracy": 0.9189343569883517, "mask_rcnn/false_negative": 0.0851827277694614, "mask_rcnn/false_positive": 0.09190824693960097, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 23.5, "time": 0.7134276013821363, "total_loss": 1.3801661112811416} {"data_time": 0.009681685827672482, "eta_seconds": 23954.04597636033, "iteration": 235719, "loss_fcos_cls": 0.18232558283489197, "loss_fcos_ctr": 0.6149411089718342, "loss_fcos_loc": 0.15635090082651004, "loss_mask": 0.23455002484843135, "loss_maskiou": 0.004032940822071396, "loss_sem_seg": 0.18004586338065565, "lr": 0.001, "mask_rcnn/accuracy": 0.89952075715274, "mask_rcnn/false_negative": 0.08276622298830827, "mask_rcnn/false_positive": 0.1226136985721463, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.0, "time": 0.6882272167131305, "total_loss": 1.356366594103747} {"data_time": 0.010270221158862114, "eta_seconds": 23956.364065154456, "iteration": 235739, "loss_fcos_cls": 0.17974250053521246, "loss_fcos_ctr": 0.6125017497688532, "loss_fcos_loc": 0.15725268190726638, "loss_mask": 0.23462377861142159, "loss_maskiou": 0.0040511602455808315, "loss_sem_seg": 0.18028376065194607, "lr": 0.001, "mask_rcnn/accuracy": 0.8969648343208252, "mask_rcnn/false_negative": 0.07883818807494433, "mask_rcnn/false_positive": 0.1113934085692635, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 23.5, "time": 0.7097747670486569, "total_loss": 1.366788916351652} {"data_time": 0.009773696772754192, "eta_seconds": 23926.095746231265, "iteration": 235759, "loss_fcos_cls": 0.1794082176638767, "loss_fcos_ctr": 0.6100000059232116, "loss_fcos_loc": 0.15157799306325614, "loss_mask": 0.22929184883832932, "loss_maskiou": 0.003766619360249024, "loss_sem_seg": 0.19188505061902106, "lr": 0.001, "mask_rcnn/accuracy": 0.9113263895301711, "mask_rcnn/false_negative": 0.08106595609330719, "mask_rcnn/false_positive": 0.1039994797109416, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 29.25, "time": 0.6886162543669343, "total_loss": 1.3637787401057722} {"data_time": 0.010579483583569527, "eta_seconds": 23909.829950018786, "iteration": 235779, "loss_fcos_cls": 0.17395491525530815, "loss_fcos_ctr": 0.6162235755473375, "loss_fcos_loc": 0.16090269852429628, "loss_mask": 0.25058456463739276, "loss_maskiou": 0.004325723319198005, "loss_sem_seg": 0.1775185070000589, "lr": 0.001, "mask_rcnn/accuracy": 0.8974235861392612, "mask_rcnn/false_negative": 0.10561099763042558, "mask_rcnn/false_positive": 0.11441859909881733, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 27.0, "time": 0.6810604007914662, "total_loss": 1.3820222196736722} {"data_time": 0.010455748997628689, "eta_seconds": 23902.37742638029, "iteration": 235799, "loss_fcos_cls": 0.1904934289632365, "loss_fcos_ctr": 0.6123720169998705, "loss_fcos_loc": 0.15005893853958696, "loss_mask": 0.23500332608819008, "loss_maskiou": 0.0038632588257314637, "loss_sem_seg": 0.16213199868798256, "lr": 0.001, "mask_rcnn/accuracy": 0.9046611668861093, "mask_rcnn/false_negative": 0.07870394374600131, "mask_rcnn/false_positive": 0.10614357058023899, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 28.25, "time": 0.6924316193908453, "total_loss": 1.3652212013184908} {"data_time": 0.01032868679612875, "eta_seconds": 23878.218198137358, "iteration": 235819, "loss_fcos_cls": 0.1905564262124244, "loss_fcos_ctr": 0.61698983842507, "loss_fcos_loc": 0.16226265276782215, "loss_mask": 0.23755305726081133, "loss_maskiou": 0.004160925832366047, "loss_sem_seg": 0.18014910072088242, "lr": 0.001, "mask_rcnn/accuracy": 0.891337234194377, "mask_rcnn/false_negative": 0.08365343993938869, "mask_rcnn/false_positive": 0.12741743801342975, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 22.25, "time": 0.6892631240189075, "total_loss": 1.3922996563378547} {"data_time": 0.010071467608213425, "eta_seconds": 23867.908621097915, "iteration": 235839, "loss_fcos_cls": 0.1784215037478134, "loss_fcos_ctr": 0.6080285357311368, "loss_fcos_loc": 0.15761403925716877, "loss_mask": 0.23487943783402443, "loss_maskiou": 0.004163334087934345, "loss_sem_seg": 0.16598560754209757, "lr": 0.001, "mask_rcnn/accuracy": 0.9022611961451247, "mask_rcnn/false_negative": 0.07381391997694857, "mask_rcnn/false_positive": 0.10155417475644636, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 23.5, "time": 0.7003825604915619, "total_loss": 1.3416374745647772} {"data_time": 0.01010863110423088, "eta_seconds": 23850.274933518842, "iteration": 235859, "loss_fcos_cls": 0.1813091120275203, "loss_fcos_ctr": 0.6131219062954187, "loss_fcos_loc": 0.158985172980465, "loss_mask": 0.23413167474791408, "loss_maskiou": 0.003917503621778451, "loss_sem_seg": 0.1746824837755412, "lr": 0.001, "mask_rcnn/accuracy": 0.9078674132759674, "mask_rcnn/false_negative": 0.07415669130191907, "mask_rcnn/false_positive": 0.10407177180323127, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 18.75, "time": 0.6909781349822879, "total_loss": 1.3796603912087448} {"data_time": 0.010375424288213253, "eta_seconds": 23836.303301209584, "iteration": 235879, "loss_fcos_cls": 0.1904684613691643, "loss_fcos_ctr": 0.6115335067734122, "loss_fcos_loc": 0.16117983462754637, "loss_mask": 0.2323499391786754, "loss_maskiou": 0.00431550748180598, "loss_sem_seg": 0.17681071581318974, "lr": 0.001, "mask_rcnn/accuracy": 0.8944720432032462, "mask_rcnn/false_negative": 0.0850398779538701, "mask_rcnn/false_positive": 0.13031667799069807, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.6987207531929016, "total_loss": 1.3903988660531468} {"data_time": 0.010275255888700485, "eta_seconds": 23792.22255120892, "iteration": 235899, "loss_fcos_cls": 0.1848012494156137, "loss_fcos_ctr": 0.6135185854509473, "loss_fcos_loc": 0.15874414560676087, "loss_mask": 0.22935961931943893, "loss_maskiou": 0.003927200450561941, "loss_sem_seg": 0.17003268003463745, "lr": 0.001, "mask_rcnn/accuracy": 0.9031937050182393, "mask_rcnn/false_negative": 0.09376315086640444, "mask_rcnn/false_positive": 0.09429341685053216, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 30.75, "time": 0.6939253211021423, "total_loss": 1.3602909607579932} {"data_time": 0.009834110736846924, "eta_seconds": 23773.710655578412, "iteration": 235919, "loss_fcos_cls": 0.1881172499852255, "loss_fcos_ctr": 0.6120103178545833, "loss_fcos_loc": 0.15495242980250623, "loss_mask": 0.23684522230178118, "loss_maskiou": 0.00406179424317088, "loss_sem_seg": 0.15959606133401394, "lr": 0.001, "mask_rcnn/accuracy": 0.8963602903848107, "mask_rcnn/false_negative": 0.08370059884489951, "mask_rcnn/false_positive": 0.15031664010914159, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.6856367271393538, "total_loss": 1.342194123299123} {"data_time": 0.010051981545984745, "eta_seconds": 23764.314604167826, "iteration": 235939, "loss_fcos_cls": 0.19460110121872276, "loss_fcos_ctr": 0.6143618142232299, "loss_fcos_loc": 0.16537534014787525, "loss_mask": 0.2399949822574854, "loss_maskiou": 0.004124047503864858, "loss_sem_seg": 0.17875835113227367, "lr": 0.001, "mask_rcnn/accuracy": 0.8901258188460569, "mask_rcnn/false_negative": 0.09029447057645926, "mask_rcnn/false_positive": 0.12388557521886322, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.25, "time": 0.7024023421108723, "total_loss": 1.3954330885972013} {"data_time": 0.009763513691723347, "eta_seconds": 23753.941374826245, "iteration": 235959, "loss_fcos_cls": 0.1816742515657097, "loss_fcos_ctr": 0.6115067498758435, "loss_fcos_loc": 0.15598961955402046, "loss_mask": 0.251322946511209, "loss_maskiou": 0.004665084998123348, "loss_sem_seg": 0.18674966832622886, "lr": 0.001, "mask_rcnn/accuracy": 0.887088875728863, "mask_rcnn/false_negative": 0.09951805387878015, "mask_rcnn/false_positive": 0.11898249699350055, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.75, "time": 0.6881164154037833, "total_loss": 1.396004013964557} {"data_time": 0.010267887264490128, "eta_seconds": 23731.856759292074, "iteration": 235979, "loss_fcos_cls": 0.18192435218952596, "loss_fcos_ctr": 0.6110678454861045, "loss_fcos_loc": 0.151720373891294, "loss_mask": 0.23343969229608774, "loss_maskiou": 0.0038265002076514065, "loss_sem_seg": 0.18013864988461137, "lr": 0.001, "mask_rcnn/accuracy": 0.9212625122223337, "mask_rcnn/false_negative": 0.07575340320718202, "mask_rcnn/false_positive": 0.10865393020526935, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 25.0, "time": 0.689526473172009, "total_loss": 1.3561899304040708} {"data_time": 0.01016813050955534, "eta_seconds": 23720.726892118342, "iteration": 235999, "loss_fcos_cls": 0.1719190669246018, "loss_fcos_ctr": 0.6122504891827703, "loss_fcos_loc": 0.14720843196846545, "loss_mask": 0.22846012702211738, "loss_maskiou": 0.0039512582479801495, "loss_sem_seg": 0.17201692145317793, "lr": 0.001, "mask_rcnn/accuracy": 0.8988585234918143, "mask_rcnn/false_negative": 0.0829787009470824, "mask_rcnn/false_positive": 0.12513411901855406, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 29.75, "time": 0.6933245956897736, "total_loss": 1.3408817022755102} {"data_time": 0.009779472835361958, "eta_seconds": 23738.501875044778, "iteration": 236019, "loss_fcos_cls": 0.185326736420393, "loss_fcos_ctr": 0.612984380684793, "loss_fcos_loc": 0.15590828726999462, "loss_mask": 0.2532095545902848, "loss_maskiou": 0.004214086351566948, "loss_sem_seg": 0.19270616094581783, "lr": 0.001, "mask_rcnn/accuracy": 0.8803521764831288, "mask_rcnn/false_negative": 0.10112302614231958, "mask_rcnn/false_positive": 0.11901243919259824, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 29.75, "time": 0.7134157232940197, "total_loss": 1.4081226594025793} {"data_time": 0.0095250578597188, "eta_seconds": 23729.776644383557, "iteration": 236039, "loss_fcos_cls": 0.18526893993839622, "loss_fcos_ctr": 0.6133327903226018, "loss_fcos_loc": 0.1625836732564494, "loss_mask": 0.2521270141005516, "loss_maskiou": 0.004312819444749039, "loss_sem_seg": 0.19251503981649876, "lr": 0.001, "mask_rcnn/accuracy": 0.8877078609221467, "mask_rcnn/false_negative": 0.10163099932928035, "mask_rcnn/false_positive": 0.11882533291404021, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 32.0, "time": 0.7172817988321185, "total_loss": 1.4057208536469261} {"data_time": 0.010129096917808056, "eta_seconds": 23684.160988307558, "iteration": 236059, "loss_fcos_cls": 0.18818475562147796, "loss_fcos_ctr": 0.6149163469672203, "loss_fcos_loc": 0.15849444206105545, "loss_mask": 0.2284605079330504, "loss_maskiou": 0.0042549971367407124, "loss_sem_seg": 0.1928088366985321, "lr": 0.001, "mask_rcnn/accuracy": 0.8856154474776924, "mask_rcnn/false_negative": 0.0865084061702666, "mask_rcnn/false_positive": 0.12812235505638386, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 24.5, "time": 0.6819049930199981, "total_loss": 1.4018366160671576} {"data_time": 0.010715985670685768, "eta_seconds": 23666.041354947723, "iteration": 236079, "loss_fcos_cls": 0.18074069009162486, "loss_fcos_ctr": 0.6095480206422508, "loss_fcos_loc": 0.15017362229991704, "loss_mask": 0.23789395485073328, "loss_maskiou": 0.004176165661192499, "loss_sem_seg": 0.171314267674461, "lr": 0.001, "mask_rcnn/accuracy": 0.8950918164885002, "mask_rcnn/false_negative": 0.08440937956639033, "mask_rcnn/false_positive": 0.14020980137419925, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.75, "time": 0.6922816568985581, "total_loss": 1.3471674340617028} {"data_time": 0.010551737621426582, "eta_seconds": 23682.615345807746, "iteration": 236099, "loss_fcos_cls": 0.18619438057066873, "loss_fcos_ctr": 0.6136904060840607, "loss_fcos_loc": 0.15620359135209583, "loss_mask": 0.23562457785010338, "loss_maskiou": 0.004071130526426714, "loss_sem_seg": 0.1686311129014939, "lr": 0.001, "mask_rcnn/accuracy": 0.9163104690194371, "mask_rcnn/false_negative": 0.07731085133289516, "mask_rcnn/false_positive": 0.12617031756838862, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 25.5, "time": 0.7104670004919171, "total_loss": 1.383105183216685} {"data_time": 0.009921988472342491, "eta_seconds": 23649.310523382388, "iteration": 236119, "loss_fcos_cls": 0.18884812132455409, "loss_fcos_ctr": 0.6133448537439108, "loss_fcos_loc": 0.15595858776941895, "loss_mask": 0.234950321726501, "loss_maskiou": 0.003712751728016883, "loss_sem_seg": 0.17287333216518164, "lr": 0.001, "mask_rcnn/accuracy": 0.9074897823077401, "mask_rcnn/false_negative": 0.08606916644314022, "mask_rcnn/false_positive": 0.10047197840118946, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 27.75, "time": 0.678814098238945, "total_loss": 1.3619624171005853} {"data_time": 0.010359503328800201, "eta_seconds": 23614.99819746986, "iteration": 236139, "loss_fcos_cls": 0.17634605307830498, "loss_fcos_ctr": 0.6148772211745381, "loss_fcos_loc": 0.1563643233384937, "loss_mask": 0.23428209405392408, "loss_maskiou": 0.004065016019012546, "loss_sem_seg": 0.18985176901333034, "lr": 0.001, "mask_rcnn/accuracy": 0.8898831364737676, "mask_rcnn/false_negative": 0.09912294835977292, "mask_rcnn/false_positive": 0.10801106078620232, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.25, "time": 0.686430437490344, "total_loss": 1.353251263994025} {"data_time": 0.010089362040162086, "eta_seconds": 23581.809159494005, "iteration": 236159, "loss_fcos_cls": 0.20534023107029498, "loss_fcos_ctr": 0.6151149282231927, "loss_fcos_loc": 0.166939222777728, "loss_mask": 0.24436769261956215, "loss_maskiou": 0.004457211896806257, "loss_sem_seg": 0.1857659756205976, "lr": 0.001, "mask_rcnn/accuracy": 0.8994405271182884, "mask_rcnn/false_negative": 0.09650326711615967, "mask_rcnn/false_positive": 0.1076083053930689, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.25, "time": 0.7008807519450784, "total_loss": 1.4294282751507126} {"data_time": 0.010160086676478386, "eta_seconds": 23562.184470443055, "iteration": 236179, "loss_fcos_cls": 0.18282159930095077, "loss_fcos_ctr": 0.6121110003441572, "loss_fcos_loc": 0.1609990568831563, "loss_mask": 0.24549738131463528, "loss_maskiou": 0.004647093326639151, "loss_sem_seg": 0.17148489109240472, "lr": 0.001, "mask_rcnn/accuracy": 0.9056979934831075, "mask_rcnn/false_negative": 0.07673015933269281, "mask_rcnn/false_positive": 0.11791099697449478, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 28.0, "time": 0.6855379622429609, "total_loss": 1.3826933532618568} {"data_time": 0.0104064354673028, "eta_seconds": 23537.260458642617, "iteration": 236199, "loss_fcos_cls": 0.1797954689245671, "loss_fcos_ctr": 0.6125195967033505, "loss_fcos_loc": 0.15601625677663833, "loss_mask": 0.22850825916975737, "loss_maskiou": 0.0038618764228885993, "loss_sem_seg": 0.1663473949301988, "lr": 0.001, "mask_rcnn/accuracy": 0.9004630825002066, "mask_rcnn/false_negative": 0.07542404013224818, "mask_rcnn/false_positive": 0.12894577375948008, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 27.5, "time": 0.6988825155422091, "total_loss": 1.3241744126789854} {"data_time": 0.01058946829289198, "eta_seconds": 23510.03455206193, "iteration": 236219, "loss_fcos_cls": 0.18210904416628182, "loss_fcos_ctr": 0.6113221496343613, "loss_fcos_loc": 0.15150974597781897, "loss_mask": 0.24672917928546667, "loss_maskiou": 0.004535378830041736, "loss_sem_seg": 0.18732269201427698, "lr": 0.001, "mask_rcnn/accuracy": 0.8931380896999234, "mask_rcnn/false_negative": 0.09788277584709507, "mask_rcnn/false_positive": 0.11492931938724482, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 26.5, "time": 0.6736634681001306, "total_loss": 1.3855488056360628} {"data_time": 0.011168785393238068, "eta_seconds": 23496.11546467431, "iteration": 236239, "loss_fcos_cls": 0.17841184488497674, "loss_fcos_ctr": 0.6116957040503621, "loss_fcos_loc": 0.1515269463416189, "loss_mask": 0.23811034625396132, "loss_maskiou": 0.004432998051925097, "loss_sem_seg": 0.1727447877638042, "lr": 0.001, "mask_rcnn/accuracy": 0.908359288482835, "mask_rcnn/false_negative": 0.08330022011040233, "mask_rcnn/false_positive": 0.08341297374562386, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 27.25, "time": 0.695014369674027, "total_loss": 1.3622475701849908} {"data_time": 0.009732551872730255, "eta_seconds": 23456.29952659551, "iteration": 236259, "loss_fcos_cls": 0.17929087788797915, "loss_fcos_ctr": 0.6161601804196835, "loss_fcos_loc": 0.16441132221370935, "loss_mask": 0.2365075945854187, "loss_maskiou": 0.004367461086076219, "loss_sem_seg": 0.2012069378979504, "lr": 0.001, "mask_rcnn/accuracy": 0.8956906523870809, "mask_rcnn/false_negative": 0.09571707805506768, "mask_rcnn/false_positive": 0.10632237234403827, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 27.5, "time": 0.6976258102804422, "total_loss": 1.4010312688678823} {"data_time": 0.010310927405953407, "eta_seconds": 23421.33491368778, "iteration": 236279, "loss_fcos_cls": 0.1809800686314702, "loss_fcos_ctr": 0.6133688762784004, "loss_fcos_loc": 0.1588934208266437, "loss_mask": 0.2344893733970821, "loss_maskiou": 0.004638430778868496, "loss_sem_seg": 0.17377416882663965, "lr": 0.001, "mask_rcnn/accuracy": 0.8796950740278899, "mask_rcnn/false_negative": 0.09565982983769497, "mask_rcnn/false_positive": 0.13444605130453993, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 26.5, "time": 0.6873726872727275, "total_loss": 1.3653520463085442} {"data_time": 0.009922883473336697, "eta_seconds": 23461.693573300727, "iteration": 236299, "loss_fcos_cls": 0.18923746573273093, "loss_fcos_ctr": 0.6138976765796542, "loss_fcos_loc": 0.15503816801356152, "loss_mask": 0.24717881716787815, "loss_maskiou": 0.0047698069101898, "loss_sem_seg": 0.18638122169068083, "lr": 0.001, "mask_rcnn/accuracy": 0.8881478616036579, "mask_rcnn/false_negative": 0.11661905166859576, "mask_rcnn/false_positive": 0.12402270935778809, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 31.75, "time": 0.7178240427747369, "total_loss": 1.3899588782715} {"data_time": 0.009050878696143627, "eta_seconds": 23432.165210567415, "iteration": 236319, "loss_fcos_cls": 0.17888112511718646, "loss_fcos_ctr": 0.6130718197673559, "loss_fcos_loc": 0.15221884055063128, "loss_mask": 0.23276298213750124, "loss_maskiou": 0.003853478689052281, "loss_sem_seg": 0.17971324734389782, "lr": 0.001, "mask_rcnn/accuracy": 0.8890371938248984, "mask_rcnn/false_negative": 0.1055970334872692, "mask_rcnn/false_positive": 0.11214863581335857, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.75, "time": 0.6711314814165235, "total_loss": 1.355332797691517} {"data_time": 0.010810011066496372, "eta_seconds": 23379.66117640771, "iteration": 236339, "loss_fcos_cls": 0.18932000489439815, "loss_fcos_ctr": 0.613400099799037, "loss_fcos_loc": 0.16236274130642414, "loss_mask": 0.24466542527079582, "loss_maskiou": 0.004260101963154739, "loss_sem_seg": 0.19626181805506349, "lr": 0.001, "mask_rcnn/accuracy": 0.8992591915127126, "mask_rcnn/false_negative": 0.07712035147179933, "mask_rcnn/false_positive": 0.10948886182105702, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 28.75, "time": 0.6920820930972695, "total_loss": 1.4151322043435357} {"data_time": 0.010541833937168121, "eta_seconds": 23404.336861990392, "iteration": 236359, "loss_fcos_cls": 0.18306833691895008, "loss_fcos_ctr": 0.6118122250773013, "loss_fcos_loc": 0.15688951057381928, "loss_mask": 0.23856573412194848, "loss_maskiou": 0.004235294531099498, "loss_sem_seg": 0.18360586883500218, "lr": 0.001, "mask_rcnn/accuracy": 0.8973096182917611, "mask_rcnn/false_negative": 0.08266870930154722, "mask_rcnn/false_positive": 0.1457783064388306, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.0, "time": 0.7084183162078261, "total_loss": 1.373387679719599} {"data_time": 0.00976492278277874, "eta_seconds": 23397.264014457352, "iteration": 236379, "loss_fcos_cls": 0.18045873116352595, "loss_fcos_ctr": 0.6139534385874867, "loss_fcos_loc": 0.15728197677526623, "loss_mask": 0.2363954121246934, "loss_maskiou": 0.003985623370681424, "loss_sem_seg": 0.16809802502393723, "lr": 0.001, "mask_rcnn/accuracy": 0.8993239795918367, "mask_rcnn/false_negative": 0.09352814996813184, "mask_rcnn/false_positive": 0.11585860030511061, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 26.75, "time": 0.6959723560139537, "total_loss": 1.3686623963185411} {"data_time": 0.01041946280747652, "eta_seconds": 23380.44690917991, "iteration": 236399, "loss_fcos_cls": 0.1827538600191474, "loss_fcos_ctr": 0.6122462684288621, "loss_fcos_loc": 0.15352408087346703, "loss_mask": 0.23312063282355666, "loss_maskiou": 0.0038748301449231803, "loss_sem_seg": 0.1762095394078642, "lr": 0.001, "mask_rcnn/accuracy": 0.8906991575700047, "mask_rcnn/false_negative": 0.08612593074412936, "mask_rcnn/false_positive": 0.13863145438075553, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 23.75, "time": 0.6817382657900453, "total_loss": 1.3737810067086684} {"data_time": 0.009062718600034714, "eta_seconds": 23366.530390677974, "iteration": 236419, "loss_fcos_cls": 0.19873688789084554, "loss_fcos_ctr": 0.614184008911252, "loss_fcos_loc": 0.1658488200046122, "loss_mask": 0.24154540756717324, "loss_maskiou": 0.00439445198935573, "loss_sem_seg": 0.18432977166958153, "lr": 0.001, "mask_rcnn/accuracy": 0.8731680309486431, "mask_rcnn/false_negative": 0.09530238804773747, "mask_rcnn/false_positive": 0.14310169332499983, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.5, "time": 0.7199037028476596, "total_loss": 1.4147423857320973} {"data_time": 0.010104820132255554, "eta_seconds": 23318.147251943126, "iteration": 236439, "loss_fcos_cls": 0.17358506680466235, "loss_fcos_ctr": 0.6152606997638941, "loss_fcos_loc": 0.1615720225381665, "loss_mask": 0.23381844442337751, "loss_maskiou": 0.004549180117464857, "loss_sem_seg": 0.15437037497758865, "lr": 0.001, "mask_rcnn/accuracy": 0.8897344545494104, "mask_rcnn/false_negative": 0.09701830928705399, "mask_rcnn/false_positive": 0.14450465892378742, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 23.0, "time": 0.686588472686708, "total_loss": 1.3603360088382033} {"data_time": 0.009967980906367302, "eta_seconds": 23296.313701847568, "iteration": 236459, "loss_fcos_cls": 0.18552540661767125, "loss_fcos_ctr": 0.61244613584131, "loss_fcos_loc": 0.1606791657395661, "loss_mask": 0.2401522984728217, "loss_maskiou": 0.004038644292450044, "loss_sem_seg": 0.17481249873526394, "lr": 0.001, "mask_rcnn/accuracy": 0.9022693422371773, "mask_rcnn/false_negative": 0.09009679137299073, "mask_rcnn/false_positive": 0.10681490415850478, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.25, "time": 0.6785450493916869, "total_loss": 1.3769691516026796} {"data_time": 0.010410015471279621, "eta_seconds": 23253.67088132538, "iteration": 236479, "loss_fcos_cls": 0.18424854194745421, "loss_fcos_ctr": 0.6122058648616076, "loss_fcos_loc": 0.15121451066806912, "loss_mask": 0.23787317099049687, "loss_maskiou": 0.0036043781437911093, "loss_sem_seg": 0.17734398902393878, "lr": 0.001, "mask_rcnn/accuracy": 0.9068654370549917, "mask_rcnn/false_negative": 0.0699549186075925, "mask_rcnn/false_positive": 0.10503596887417456, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 26.0, "time": 0.6771557908505201, "total_loss": 1.3728046712712967} {"data_time": 0.00968121737241745, "eta_seconds": 23288.95934747625, "iteration": 236499, "loss_fcos_cls": 0.17630566912703216, "loss_fcos_ctr": 0.6134568825364113, "loss_fcos_loc": 0.152409621165134, "loss_mask": 0.24079243559390306, "loss_maskiou": 0.0041834490875771735, "loss_sem_seg": 0.19104425213299692, "lr": 0.001, "mask_rcnn/accuracy": 0.8822525350889769, "mask_rcnn/false_negative": 0.08444297105124426, "mask_rcnn/false_positive": 0.13274104435286085, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 34.5, "time": 0.7181455343961716, "total_loss": 1.3754455515700101} {"data_time": 0.010976528748869896, "eta_seconds": 23315.135813663714, "iteration": 236519, "loss_fcos_cls": 0.1892600324936211, "loss_fcos_ctr": 0.61391665879637, "loss_fcos_loc": 0.16293481248430908, "loss_mask": 0.23005105834454298, "loss_maskiou": 0.0040544345320085995, "loss_sem_seg": 0.18086932506412268, "lr": 0.001, "mask_rcnn/accuracy": 0.8909664929801708, "mask_rcnn/false_negative": 0.08637503715283101, "mask_rcnn/false_positive": 0.10622717426992989, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7107176715508103, "total_loss": 1.397452540722952} {"data_time": 0.009345881640911102, "eta_seconds": 23299.513008302078, "iteration": 236539, "loss_fcos_cls": 0.18593005475122482, "loss_fcos_ctr": 0.6152584757655859, "loss_fcos_loc": 0.16578598273918033, "loss_mask": 0.23617683490738273, "loss_maskiou": 0.003936430835892679, "loss_sem_seg": 0.1746930859517306, "lr": 0.001, "mask_rcnn/accuracy": 0.8772331551668286, "mask_rcnn/false_negative": 0.1093415663616274, "mask_rcnn/false_positive": 0.1285751327554796, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.25, "time": 0.7035765973851085, "total_loss": 1.3875947892302065} {"data_time": 0.009861215949058533, "eta_seconds": 23277.07927674707, "iteration": 236559, "loss_fcos_cls": 0.1828132060036296, "loss_fcos_ctr": 0.6143508441746235, "loss_fcos_loc": 0.1632536497199908, "loss_mask": 0.23555662762373686, "loss_maskiou": 0.0043170166536583565, "loss_sem_seg": 0.16113594837952405, "lr": 0.001, "mask_rcnn/accuracy": 0.9045450680272109, "mask_rcnn/false_negative": 0.07276729985751157, "mask_rcnn/false_positive": 0.11783646673396862, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.0, "time": 0.68930150475353, "total_loss": 1.3484241567566642} {"data_time": 0.01107284426689148, "eta_seconds": 23271.66026868485, "iteration": 236579, "loss_fcos_cls": 0.17393834504764527, "loss_fcos_ctr": 0.6136480625718832, "loss_fcos_loc": 0.15551851317286491, "loss_mask": 0.23639271780848503, "loss_maskiou": 0.0041175940132234246, "loss_sem_seg": 0.20003470359370112, "lr": 0.001, "mask_rcnn/accuracy": 0.898121944090136, "mask_rcnn/false_negative": 0.0940563402771377, "mask_rcnn/false_positive": 0.12043923129448884, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 29.0, "time": 0.7185508953407407, "total_loss": 1.374163998030781} {"data_time": 0.009748338721692562, "eta_seconds": 23259.426280940883, "iteration": 236599, "loss_fcos_cls": 0.17881808837410063, "loss_fcos_ctr": 0.6119082402437925, "loss_fcos_loc": 0.15002684644423425, "loss_mask": 0.22824064828455448, "loss_maskiou": 0.0036772527018911205, "loss_sem_seg": 0.1527870069257915, "lr": 0.001, "mask_rcnn/accuracy": 0.9039149491552214, "mask_rcnn/false_negative": 0.07820286723737506, "mask_rcnn/false_positive": 0.11173923517891673, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.0, "time": 0.7104981550946832, "total_loss": 1.338787419248547} {"data_time": 0.010556628927588463, "eta_seconds": 23227.3652056586, "iteration": 236619, "loss_fcos_cls": 0.18857595807639882, "loss_fcos_ctr": 0.614251293707639, "loss_fcos_loc": 0.15833359365933575, "loss_mask": 0.239388938061893, "loss_maskiou": 0.004028989151265705, "loss_sem_seg": 0.16123760724440217, "lr": 0.001, "mask_rcnn/accuracy": 0.9020772028204986, "mask_rcnn/false_negative": 0.06940673366895564, "mask_rcnn/false_positive": 0.1159577104844895, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 23.75, "time": 0.6819682773202658, "total_loss": 1.391521392914001} {"data_time": 0.009670231491327286, "eta_seconds": 23223.02270682808, "iteration": 236639, "loss_fcos_cls": 0.1781219623517245, "loss_fcos_ctr": 0.614434352144599, "loss_fcos_loc": 0.1606880958424881, "loss_mask": 0.23720856197178364, "loss_maskiou": 0.003670842452265788, "loss_sem_seg": 0.16631441097706556, "lr": 0.001, "mask_rcnn/accuracy": 0.8770070528211285, "mask_rcnn/false_negative": 0.08382928259250913, "mask_rcnn/false_positive": 0.1399922454900064, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.5, "time": 0.7074549188837409, "total_loss": 1.3681183190637967} {"data_time": 0.009530219249427319, "eta_seconds": 23209.100448678248, "iteration": 236659, "loss_fcos_cls": 0.1817064108327031, "loss_fcos_ctr": 0.615145007148385, "loss_fcos_loc": 0.15405236592050642, "loss_mask": 0.23787755332887173, "loss_maskiou": 0.00405538816266926, "loss_sem_seg": 0.1679504052735865, "lr": 0.001, "mask_rcnn/accuracy": 0.8775316279696044, "mask_rcnn/false_negative": 0.09831714923801935, "mask_rcnn/false_positive": 0.1523584722281296, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.6983762383460999, "total_loss": 1.3782312131297658} {"data_time": 0.009585804305970669, "eta_seconds": 23193.551585792564, "iteration": 236679, "loss_fcos_cls": 0.1739722122438252, "loss_fcos_ctr": 0.6120141185820103, "loss_fcos_loc": 0.1444452148862183, "loss_mask": 0.2252013860270381, "loss_maskiou": 0.004231986706145108, "loss_sem_seg": 0.16126022767275572, "lr": 0.001, "mask_rcnn/accuracy": 0.8933833598374414, "mask_rcnn/false_negative": 0.09062957584613485, "mask_rcnn/false_positive": 0.1288347624093285, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 27.5, "time": 0.6744836196303368, "total_loss": 1.3419013191924023} {"data_time": 0.009469090960919857, "eta_seconds": 23181.255932378583, "iteration": 236699, "loss_fcos_cls": 0.18431524035986513, "loss_fcos_ctr": 0.6129442015662789, "loss_fcos_loc": 0.1583937903342303, "loss_mask": 0.24187808763235807, "loss_maskiou": 0.004190260704490356, "loss_sem_seg": 0.17818473116494715, "lr": 0.001, "mask_rcnn/accuracy": 0.8950911849254294, "mask_rcnn/false_negative": 0.0920738145339273, "mask_rcnn/false_positive": 0.1228937711365152, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 31.75, "time": 0.7402655594050884, "total_loss": 1.385095917747094} {"data_time": 0.010102112777531147, "eta_seconds": 23188.700223425403, "iteration": 236719, "loss_fcos_cls": 0.18370896007400006, "loss_fcos_ctr": 0.6119111254811287, "loss_fcos_loc": 0.15776915242895484, "loss_mask": 0.23591439798474312, "loss_maskiou": 0.0038008023911970668, "loss_sem_seg": 0.1665449182037264, "lr": 0.001, "mask_rcnn/accuracy": 0.9102142047295108, "mask_rcnn/false_negative": 0.09575403690950136, "mask_rcnn/false_positive": 0.10078185189019964, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 22.75, "time": 0.7111258618533611, "total_loss": 1.3601385593647137} {"data_time": 0.010465395636856556, "eta_seconds": 23178.396866834722, "iteration": 236739, "loss_fcos_cls": 0.17961660237051547, "loss_fcos_ctr": 0.614247883670032, "loss_fcos_loc": 0.15447604097425938, "loss_mask": 0.24018595973029733, "loss_maskiou": 0.004033137138321763, "loss_sem_seg": 0.16747657139785588, "lr": 0.001, "mask_rcnn/accuracy": 0.9055853174603175, "mask_rcnn/false_negative": 0.09112806202871923, "mask_rcnn/false_positive": 0.12021013357958028, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.0, "time": 0.7202130602672696, "total_loss": 1.3601404088476556} {"data_time": 0.010174083523452282, "eta_seconds": 23168.356806354597, "iteration": 236759, "loss_fcos_cls": 0.18860167160164565, "loss_fcos_ctr": 0.6107490053400397, "loss_fcos_loc": 0.15377036127028987, "loss_mask": 0.22675196547061205, "loss_maskiou": 0.004059313439938705, "loss_sem_seg": 0.14743666001595557, "lr": 0.001, "mask_rcnn/accuracy": 0.9025951726844583, "mask_rcnn/false_negative": 0.08265513377584127, "mask_rcnn/false_positive": 0.11118694780890437, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 26.0, "time": 0.6961415372788906, "total_loss": 1.3495513641173602} {"data_time": 0.010132312774658203, "eta_seconds": 23166.846491683275, "iteration": 236779, "loss_fcos_cls": 0.1775962688261643, "loss_fcos_ctr": 0.6104001924395561, "loss_fcos_loc": 0.1453856776934117, "loss_mask": 0.2344770347699523, "loss_maskiou": 0.00426868620706955, "loss_sem_seg": 0.179954347666353, "lr": 0.001, "mask_rcnn/accuracy": 0.8968262256169524, "mask_rcnn/false_negative": 0.08373776183215163, "mask_rcnn/false_positive": 0.13266305964101965, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 31.5, "time": 0.7016742890700698, "total_loss": 1.3750003814056981} {"data_time": 0.011165033094584942, "eta_seconds": 23146.396636446007, "iteration": 236799, "loss_fcos_cls": 0.18955911532975733, "loss_fcos_ctr": 0.613664529286325, "loss_fcos_loc": 0.1584444291656837, "loss_mask": 0.23354440974071622, "loss_maskiou": 0.003875992686516838, "loss_sem_seg": 0.1621459741727449, "lr": 0.001, "mask_rcnn/accuracy": 0.8940663474692203, "mask_rcnn/false_negative": 0.09718083216881801, "mask_rcnn/false_positive": 0.12482680417869224, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 30.5, "time": 0.6719999480992556, "total_loss": 1.3583647400155314} {"data_time": 0.010300075635313988, "eta_seconds": 23138.952272374183, "iteration": 236819, "loss_fcos_cls": 0.18095370091032237, "loss_fcos_ctr": 0.6153360661119223, "loss_fcos_loc": 0.15910208993591368, "loss_mask": 0.23770854528993368, "loss_maskiou": 0.004307492166844895, "loss_sem_seg": 0.17306864890269935, "lr": 0.001, "mask_rcnn/accuracy": 0.8933559584548105, "mask_rcnn/false_negative": 0.10075097472784603, "mask_rcnn/false_positive": 0.11919372208476142, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 24.25, "time": 0.6830734368413687, "total_loss": 1.3699082437742618} {"data_time": 0.010307267308235168, "eta_seconds": 23112.598298953846, "iteration": 236839, "loss_fcos_cls": 0.19020720513071865, "loss_fcos_ctr": 0.6136738481000066, "loss_fcos_loc": 0.1593567244708538, "loss_mask": 0.25030410569161177, "loss_maskiou": 0.004657925535866525, "loss_sem_seg": 0.17564347700681537, "lr": 0.001, "mask_rcnn/accuracy": 0.8982953548482885, "mask_rcnn/false_negative": 0.08869334263525255, "mask_rcnn/false_positive": 0.1273451426098598, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.6958985533565283, "total_loss": 1.3816490004519437} {"data_time": 0.00964226946234703, "eta_seconds": 23094.77317470219, "iteration": 236859, "loss_fcos_cls": 0.17994923633523285, "loss_fcos_ctr": 0.6123158279806376, "loss_fcos_loc": 0.15034013078548014, "loss_mask": 0.23611104115843773, "loss_maskiou": 0.004123610393435229, "loss_sem_seg": 0.16370812407694757, "lr": 0.001, "mask_rcnn/accuracy": 0.8942167194046893, "mask_rcnn/false_negative": 0.09268389624513568, "mask_rcnn/false_positive": 0.11683490714503103, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 24.5, "time": 0.6789779327809811, "total_loss": 1.3534013989665254} {"data_time": 0.011038240045309067, "eta_seconds": 23081.936582451686, "iteration": 236879, "loss_fcos_cls": 0.1832928865478607, "loss_fcos_ctr": 0.6129944389685988, "loss_fcos_loc": 0.14862429501954466, "loss_mask": 0.2361541031859815, "loss_maskiou": 0.004158641819230979, "loss_sem_seg": 0.16845949250273407, "lr": 0.001, "mask_rcnn/accuracy": 0.9084998582766439, "mask_rcnn/false_negative": 0.0707801784411318, "mask_rcnn/false_positive": 0.11640119286590245, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 30.0, "time": 0.7067472310736775, "total_loss": 1.3421745689029194} {"data_time": 0.009459939785301685, "eta_seconds": 23076.68067416642, "iteration": 236899, "loss_fcos_cls": 0.17917330411728472, "loss_fcos_ctr": 0.6134423073381186, "loss_fcos_loc": 0.16268150380346924, "loss_mask": 0.23768973303958774, "loss_maskiou": 0.004215112574456725, "loss_sem_seg": 0.1832566934172064, "lr": 0.001, "mask_rcnn/accuracy": 0.8999596560846561, "mask_rcnn/false_negative": 0.09815560833518149, "mask_rcnn/false_positive": 0.09352839145098216, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 28.5, "time": 0.7085339101031423, "total_loss": 1.3716371449027065} {"data_time": 0.010595642030239105, "eta_seconds": 23074.032029586844, "iteration": 236919, "loss_fcos_cls": 0.17743374803103507, "loss_fcos_ctr": 0.6112530706450343, "loss_fcos_loc": 0.15285568113904446, "loss_mask": 0.22675085114315152, "loss_maskiou": 0.0037119092521606945, "loss_sem_seg": 0.15848559606820345, "lr": 0.001, "mask_rcnn/accuracy": 0.9052402881076769, "mask_rcnn/false_negative": 0.07123121514668007, "mask_rcnn/false_positive": 0.10531558969123561, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.75, "time": 0.696481304243207, "total_loss": 1.3534169657432358} {"data_time": 0.009838433936238289, "eta_seconds": 23042.900164702907, "iteration": 236939, "loss_fcos_cls": 0.18022876966279, "loss_fcos_ctr": 0.6143225659616292, "loss_fcos_loc": 0.1590628596022725, "loss_mask": 0.23605312779545784, "loss_maskiou": 0.003907509155396838, "loss_sem_seg": 0.1647019030060619, "lr": 0.001, "mask_rcnn/accuracy": 0.9133750735871271, "mask_rcnn/false_negative": 0.08227401390340519, "mask_rcnn/false_positive": 0.11867426360820818, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 29.75, "time": 0.7002621311694384, "total_loss": 1.3736406086809438} {"data_time": 0.010598303750157356, "eta_seconds": 23046.13198783528, "iteration": 236959, "loss_fcos_cls": 0.1762924159411341, "loss_fcos_ctr": 0.6150583261623979, "loss_fcos_loc": 0.1498946405481547, "loss_mask": 0.23883560113608837, "loss_maskiou": 0.003830457128060516, "loss_sem_seg": 0.17909541469998658, "lr": 0.001, "mask_rcnn/accuracy": 0.905642743090445, "mask_rcnn/false_negative": 0.08787377008926402, "mask_rcnn/false_positive": 0.11028550157843206, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.75, "time": 0.6897821435704827, "total_loss": 1.3736115257888741} {"data_time": 0.010322541929781437, "eta_seconds": 23049.17649432365, "iteration": 236979, "loss_fcos_cls": 0.18717598833609372, "loss_fcos_ctr": 0.6141650788486004, "loss_fcos_loc": 0.16091551119461656, "loss_mask": 0.24119539465755224, "loss_maskiou": 0.004021506698336452, "loss_sem_seg": 0.17453061952255666, "lr": 0.001, "mask_rcnn/accuracy": 0.8954509476746673, "mask_rcnn/false_negative": 0.08633407115486545, "mask_rcnn/false_positive": 0.13199019207101456, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 30.0, "time": 0.6823611622676253, "total_loss": 1.3948366001022805} {"data_time": 0.010031061246991158, "eta_seconds": 23029.290707649663, "iteration": 236999, "loss_fcos_cls": 0.17406878166366369, "loss_fcos_ctr": 0.6141317300498486, "loss_fcos_loc": 0.15346141468035057, "loss_mask": 0.22884968109428883, "loss_maskiou": 0.0037850403221000306, "loss_sem_seg": 0.1750412464607507, "lr": 0.001, "mask_rcnn/accuracy": 0.9017409046952114, "mask_rcnn/false_negative": 0.08096401923107417, "mask_rcnn/false_positive": 0.12935294139904396, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 25.5, "time": 0.6975008696317673, "total_loss": 1.3536601270316169} {"data_time": 0.010625327937304974, "eta_seconds": 22995.550179284997, "iteration": 237019, "loss_fcos_cls": 0.18771212245337665, "loss_fcos_ctr": 0.6135716028511524, "loss_fcos_loc": 0.16070128756109625, "loss_mask": 0.23493697587400675, "loss_maskiou": 0.0041394558575120755, "loss_sem_seg": 0.16397239407524467, "lr": 0.001, "mask_rcnn/accuracy": 0.9075655830514023, "mask_rcnn/false_negative": 0.07259697631432269, "mask_rcnn/false_positive": 0.10888580383126178, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 24.75, "time": 0.6982965916395187, "total_loss": 1.3969403909613902} {"data_time": 0.010241859592497349, "eta_seconds": 22977.7526016701, "iteration": 237039, "loss_fcos_cls": 0.1874073656508699, "loss_fcos_ctr": 0.6141240270808339, "loss_fcos_loc": 0.15328070858959109, "loss_mask": 0.24137614015489817, "loss_maskiou": 0.004021145539809368, "loss_sem_seg": 0.18370927730575204, "lr": 0.001, "mask_rcnn/accuracy": 0.8935808292472833, "mask_rcnn/false_negative": 0.08167285751194718, "mask_rcnn/false_positive": 0.11174257503346624, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 26.75, "time": 0.7018639724701643, "total_loss": 1.3932634248194518} {"data_time": 0.01077189203351736, "eta_seconds": 22985.09730243124, "iteration": 237059, "loss_fcos_cls": 0.18309814296662807, "loss_fcos_ctr": 0.6115994546562433, "loss_fcos_loc": 0.15827623626682907, "loss_mask": 0.23640974890440702, "loss_maskiou": 0.004541772319498705, "loss_sem_seg": 0.1763282972970046, "lr": 0.001, "mask_rcnn/accuracy": 0.887316992014197, "mask_rcnn/false_negative": 0.0962164471112695, "mask_rcnn/false_positive": 0.13239211470577178, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 26.0, "time": 0.6896039359271526, "total_loss": 1.357374964369228} {"data_time": 0.010928810574114323, "eta_seconds": 22991.267750846222, "iteration": 237079, "loss_fcos_cls": 0.18285389989614487, "loss_fcos_ctr": 0.614491852466017, "loss_fcos_loc": 0.16056735790334642, "loss_mask": 0.25644410215318203, "loss_maskiou": 0.004611286658473546, "loss_sem_seg": 0.1542626884765923, "lr": 0.001, "mask_rcnn/accuracy": 0.8825478501720456, "mask_rcnn/false_negative": 0.10886256130631061, "mask_rcnn/false_positive": 0.11762222813774162, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.5, "time": 0.7049804804846644, "total_loss": 1.3928029161397717} {"data_time": 0.011778386309742928, "eta_seconds": 22948.481841704808, "iteration": 237099, "loss_fcos_cls": 0.18241140129975975, "loss_fcos_ctr": 0.6138454573228955, "loss_fcos_loc": 0.15655746642732993, "loss_mask": 0.2390853688120842, "loss_maskiou": 0.004619040602847235, "loss_sem_seg": 0.18825787166133523, "lr": 0.001, "mask_rcnn/accuracy": 0.8940125425170068, "mask_rcnn/false_negative": 0.08748423136619778, "mask_rcnn/false_positive": 0.13365581550567973, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 24.5, "time": 0.6768059823662043, "total_loss": 1.3880387006211095} {"data_time": 0.00940027367323637, "eta_seconds": 22944.66837154329, "iteration": 237119, "loss_fcos_cls": 0.1887906155316159, "loss_fcos_ctr": 0.6130401804111898, "loss_fcos_loc": 0.15694441652158275, "loss_mask": 0.24992041755467653, "loss_maskiou": 0.0043000644946005195, "loss_sem_seg": 0.18472192040644586, "lr": 0.001, "mask_rcnn/accuracy": 0.8797879947433519, "mask_rcnn/false_negative": 0.0850503527799982, "mask_rcnn/false_positive": 0.15497837629169708, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.0, "time": 0.7002315055578947, "total_loss": 1.3965143165623886} {"data_time": 0.009485187940299511, "eta_seconds": 22961.81638746895, "iteration": 237139, "loss_fcos_cls": 0.16953485121484846, "loss_fcos_ctr": 0.6109997457824647, "loss_fcos_loc": 0.15623551816679537, "loss_mask": 0.24475799966603518, "loss_maskiou": 0.004344569395470899, "loss_sem_seg": 0.18523571942932904, "lr": 0.001, "mask_rcnn/accuracy": 0.8878928232422537, "mask_rcnn/false_negative": 0.08546462783998024, "mask_rcnn/false_positive": 0.11969591832472769, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.25, "time": 0.711133811622858, "total_loss": 1.3530624520644778} {"data_time": 0.010721895843744278, "eta_seconds": 22935.397594409063, "iteration": 237159, "loss_fcos_cls": 0.1776406098215375, "loss_fcos_ctr": 0.6152214272879064, "loss_fcos_loc": 0.16054272977635264, "loss_mask": 0.24380455305799842, "loss_maskiou": 0.004271026489732321, "loss_sem_seg": 0.16835310368333012, "lr": 0.001, "mask_rcnn/accuracy": 0.9282536104142654, "mask_rcnn/false_negative": 0.07312227977589236, "mask_rcnn/false_positive": 0.08797538225375182, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 19.0, "time": 0.6892784647643566, "total_loss": 1.3581244380693533} {"data_time": 0.009747891686856747, "eta_seconds": 22909.57335393224, "iteration": 237179, "loss_fcos_cls": 0.17717860452830791, "loss_fcos_ctr": 0.6143313841894269, "loss_fcos_loc": 0.15996778290718794, "loss_mask": 0.2389418026432395, "loss_maskiou": 0.003941368977393722, "loss_sem_seg": 0.1583697667811066, "lr": 0.001, "mask_rcnn/accuracy": 0.8912992435780283, "mask_rcnn/false_negative": 0.09963657580593246, "mask_rcnn/false_positive": 0.11017125885707452, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.5, "time": 0.6744853658601642, "total_loss": 1.343897603233927} {"data_time": 0.009795702062547207, "eta_seconds": 22887.410115571693, "iteration": 237199, "loss_fcos_cls": 0.1714479144429788, "loss_fcos_ctr": 0.610656444914639, "loss_fcos_loc": 0.146045102737844, "loss_mask": 0.22342704562470317, "loss_maskiou": 0.0038230578138609417, "loss_sem_seg": 0.16376706259325147, "lr": 0.001, "mask_rcnn/accuracy": 0.9194897959183673, "mask_rcnn/false_negative": 0.07494182675219127, "mask_rcnn/false_positive": 0.10984392031967426, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 30.0, "time": 0.688901579938829, "total_loss": 1.3490564068861204} {"data_time": 0.01019780058413744, "eta_seconds": 22873.454803163186, "iteration": 237219, "loss_fcos_cls": 0.18469949811697006, "loss_fcos_ctr": 0.6118357740342617, "loss_fcos_loc": 0.15105924883391708, "loss_mask": 0.22929833875969052, "loss_maskiou": 0.003785552929912228, "loss_sem_seg": 0.19590256758965552, "lr": 0.001, "mask_rcnn/accuracy": 0.8933207591547256, "mask_rcnn/false_negative": 0.08202809056374746, "mask_rcnn/false_positive": 0.12620200279914515, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.5, "time": 0.6948353499174118, "total_loss": 1.388196490741393} {"data_time": 0.010436664335429668, "eta_seconds": 22860.93125270307, "iteration": 237239, "loss_fcos_cls": 0.18226852639054414, "loss_fcos_ctr": 0.6161687262356281, "loss_fcos_loc": 0.16088310501072556, "loss_mask": 0.23739819321781397, "loss_maskiou": 0.00407875060045626, "loss_sem_seg": 0.1591298789717257, "lr": 0.001, "mask_rcnn/accuracy": 0.9005782280182, "mask_rcnn/false_negative": 0.0888770028614066, "mask_rcnn/false_positive": 0.11423542863335365, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.25, "time": 0.7181347981095314, "total_loss": 1.37012916457752} {"data_time": 0.009489393793046474, "eta_seconds": 22836.434716624208, "iteration": 237259, "loss_fcos_cls": 0.17524769250303507, "loss_fcos_ctr": 0.6118283476680517, "loss_fcos_loc": 0.1522567463107407, "loss_mask": 0.22021002089604735, "loss_maskiou": 0.0036170598923490616, "loss_sem_seg": 0.16607541439589113, "lr": 0.001, "mask_rcnn/accuracy": 0.9016115609503147, "mask_rcnn/false_negative": 0.08279830464663587, "mask_rcnn/false_positive": 0.10715294480007945, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.75, "time": 0.6826178273186088, "total_loss": 1.34717452959012} {"data_time": 0.010479641146957874, "eta_seconds": 22833.01887975633, "iteration": 237279, "loss_fcos_cls": 0.1831055946822744, "loss_fcos_ctr": 0.6146047795191407, "loss_fcos_loc": 0.1567789186956361, "loss_mask": 0.2407172340899706, "loss_maskiou": 0.004262840833689552, "loss_sem_seg": 0.18107816157862544, "lr": 0.001, "mask_rcnn/accuracy": 0.8936466343783891, "mask_rcnn/false_negative": 0.08748538498848824, "mask_rcnn/false_positive": 0.11762369736078995, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.5, "time": 0.703788798302412, "total_loss": 1.399712546779483} {"data_time": 0.009619631804525852, "eta_seconds": 22798.76806212496, "iteration": 237299, "loss_fcos_cls": 0.1857929874677211, "loss_fcos_ctr": 0.6142940442077816, "loss_fcos_loc": 0.16099749552085996, "loss_mask": 0.24087727442383766, "loss_maskiou": 0.004188010287180077, "loss_sem_seg": 0.17095364606939256, "lr": 0.001, "mask_rcnn/accuracy": 0.8974346443558266, "mask_rcnn/false_negative": 0.09071363031629637, "mask_rcnn/false_positive": 0.10093381948493457, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 28.0, "time": 0.7050241399556398, "total_loss": 1.407856577410712} {"data_time": 0.010502198711037636, "eta_seconds": 22805.106506809592, "iteration": 237319, "loss_fcos_cls": 0.17552020237781107, "loss_fcos_ctr": 0.6123824135866016, "loss_fcos_loc": 0.15254556096624583, "loss_mask": 0.23509867675602436, "loss_maskiou": 0.004090898448339431, "loss_sem_seg": 0.1847089366056025, "lr": 0.001, "mask_rcnn/accuracy": 0.9006401018199488, "mask_rcnn/false_negative": 0.09276474753253738, "mask_rcnn/false_positive": 0.10736635626176787, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.5, "time": 0.7058718288317323, "total_loss": 1.3750643543298793} {"data_time": 0.009844663552939892, "eta_seconds": 22798.182032430544, "iteration": 237339, "loss_fcos_cls": 0.18598114768974483, "loss_fcos_ctr": 0.6131603810936213, "loss_fcos_loc": 0.15985021874075755, "loss_mask": 0.22637122916057706, "loss_maskiou": 0.00395096431930142, "loss_sem_seg": 0.1867492636665702, "lr": 0.001, "mask_rcnn/accuracy": 0.8907317337936731, "mask_rcnn/false_negative": 0.09244075247389416, "mask_rcnn/false_positive": 0.12531163947950588, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 23.25, "time": 0.7002784423530102, "total_loss": 1.3682530932383088} {"data_time": 0.00997944362461567, "eta_seconds": 22756.93673942145, "iteration": 237359, "loss_fcos_cls": 0.176637347554788, "loss_fcos_ctr": 0.611551261972636, "loss_fcos_loc": 0.1568517207633704, "loss_mask": 0.22405365528538823, "loss_maskiou": 0.0036100019569857977, "loss_sem_seg": 0.1799219383392483, "lr": 0.001, "mask_rcnn/accuracy": 0.9046540292895978, "mask_rcnn/false_negative": 0.08024278509509528, "mask_rcnn/false_positive": 0.10493922407653403, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 28.25, "time": 0.6554111465811729, "total_loss": 1.3656530228909105} {"data_time": 0.010942891240119934, "eta_seconds": 22744.099793891422, "iteration": 237379, "loss_fcos_cls": 0.18650808895472437, "loss_fcos_ctr": 0.6140771498903632, "loss_fcos_loc": 0.15161289379466325, "loss_mask": 0.22445555590093136, "loss_maskiou": 0.003945622022001771, "loss_sem_seg": 0.16421853355132043, "lr": 0.001, "mask_rcnn/accuracy": 0.8990021008403362, "mask_rcnn/false_negative": 0.08263796070411042, "mask_rcnn/false_positive": 0.11571783447616808, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.5, "time": 0.6957849934697151, "total_loss": 1.3584323897011927} {"data_time": 0.010655606165528297, "eta_seconds": 22730.155341058038, "iteration": 237399, "loss_fcos_cls": 0.18701046984642744, "loss_fcos_ctr": 0.614446148974821, "loss_fcos_loc": 0.15825761953601614, "loss_mask": 0.24064018530771136, "loss_maskiou": 0.004145645987591706, "loss_sem_seg": 0.18509358586743474, "lr": 0.001, "mask_rcnn/accuracy": 0.8955669027479413, "mask_rcnn/false_negative": 0.08673835842857591, "mask_rcnn/false_positive": 0.1275330992806565, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 27.25, "time": 0.6700365729629993, "total_loss": 1.394115532428259} {"data_time": 0.010631706565618515, "eta_seconds": 22707.266376013868, "iteration": 237419, "loss_fcos_cls": 0.17349729023408145, "loss_fcos_ctr": 0.6139044286683202, "loss_fcos_loc": 0.159839179366827, "loss_mask": 0.2430551489815116, "loss_maskiou": 0.004514496082265396, "loss_sem_seg": 0.1826208878774196, "lr": 0.001, "mask_rcnn/accuracy": 0.8940643221574345, "mask_rcnn/false_negative": 0.09897511848437085, "mask_rcnn/false_positive": 0.12246603092100047, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 25.25, "time": 0.6977869756519794, "total_loss": 1.3763581625680672} {"data_time": 0.01000082865357399, "eta_seconds": 22698.665184113197, "iteration": 237439, "loss_fcos_cls": 0.17825754906516522, "loss_fcos_ctr": 0.6118347384035587, "loss_fcos_loc": 0.15099582122638822, "loss_mask": 0.2400439204648137, "loss_maskiou": 0.004656160301237833, "loss_sem_seg": 0.1681154826655984, "lr": 0.001, "mask_rcnn/accuracy": 0.8966206853111615, "mask_rcnn/false_negative": 0.08738595779717401, "mask_rcnn/false_positive": 0.12267482714530474, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.5, "time": 0.697153371758759, "total_loss": 1.3649651345913298} {"data_time": 0.009788579307496548, "eta_seconds": 22705.991054261103, "iteration": 237459, "loss_fcos_cls": 0.17638471408281475, "loss_fcos_ctr": 0.6135681793093681, "loss_fcos_loc": 0.15426030871458352, "loss_mask": 0.2329132636077702, "loss_maskiou": 0.004057291404023999, "loss_sem_seg": 0.15871561830863357, "lr": 0.001, "mask_rcnn/accuracy": 0.8921007261600292, "mask_rcnn/false_negative": 0.08591143442306556, "mask_rcnn/false_positive": 0.0926210491275396, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 26.0, "time": 0.7007260015234351, "total_loss": 1.3468397484684829} {"data_time": 0.010421090759336948, "eta_seconds": 22692.035741852596, "iteration": 237479, "loss_fcos_cls": 0.18102743302006274, "loss_fcos_ctr": 0.6130756316706538, "loss_fcos_loc": 0.14926713786553591, "loss_mask": 0.23269334807991982, "loss_maskiou": 0.0034697123992373236, "loss_sem_seg": 0.17263682931661606, "lr": 0.001, "mask_rcnn/accuracy": 0.9180563429075334, "mask_rcnn/false_negative": 0.08319634205472909, "mask_rcnn/false_positive": 0.11005305312703391, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 30.0, "time": 0.690816780552268, "total_loss": 1.349742328056891} {"data_time": 0.011188613250851631, "eta_seconds": 22656.838461621664, "iteration": 237499, "loss_fcos_cls": 0.17937682138290256, "loss_fcos_ctr": 0.6114412816241384, "loss_fcos_loc": 0.15720754698850214, "loss_mask": 0.23869463661685586, "loss_maskiou": 0.00400686138891615, "loss_sem_seg": 0.16927185538224876, "lr": 0.001, "mask_rcnn/accuracy": 0.8995021395655036, "mask_rcnn/false_negative": 0.07680794562551269, "mask_rcnn/false_positive": 0.12342568224059858, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.5, "time": 0.6961295427754521, "total_loss": 1.3672709339771245} {"data_time": 0.009305370971560478, "eta_seconds": 22617.568289447576, "iteration": 237519, "loss_fcos_cls": 0.1791350954445079, "loss_fcos_ctr": 0.6125124739482999, "loss_fcos_loc": 0.15381006698589772, "loss_mask": 0.22509374003857374, "loss_maskiou": 0.0041893228408298455, "loss_sem_seg": 0.17467874707654119, "lr": 0.001, "mask_rcnn/accuracy": 0.8957547315850383, "mask_rcnn/false_negative": 0.09360258852290969, "mask_rcnn/false_positive": 0.11054141407374032, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 24.75, "time": 0.6915665166452527, "total_loss": 1.3647723954854882} {"data_time": 0.008705456741154194, "eta_seconds": 22597.917430094443, "iteration": 237539, "loss_fcos_cls": 0.17696964740753174, "loss_fcos_ctr": 0.6111213881522417, "loss_fcos_loc": 0.15676305326633155, "loss_mask": 0.22255837894044816, "loss_maskiou": 0.0038111437861516606, "loss_sem_seg": 0.14616470609325916, "lr": 0.001, "mask_rcnn/accuracy": 0.9043249083894074, "mask_rcnn/false_negative": 0.07793026557509489, "mask_rcnn/false_positive": 0.11076815344244331, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 22.75, "time": 0.6771253133192658, "total_loss": 1.3175703769884421} {"data_time": 0.009970607236027718, "eta_seconds": 22594.583587849513, "iteration": 237559, "loss_fcos_cls": 0.1900923706125468, "loss_fcos_ctr": 0.6149918213486671, "loss_fcos_loc": 0.1619007863337174, "loss_mask": 0.23384410003200173, "loss_maskiou": 0.004147333313085255, "loss_sem_seg": 0.18155798548832536, "lr": 0.001, "mask_rcnn/accuracy": 0.8868326348396502, "mask_rcnn/false_negative": 0.08434175570776559, "mask_rcnn/false_positive": 0.12944009808592244, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.5, "time": 0.7129372525960207, "total_loss": 1.37642578469422} {"data_time": 0.010816334746778011, "eta_seconds": 22570.071193157695, "iteration": 237579, "loss_fcos_cls": 0.17732949764467776, "loss_fcos_ctr": 0.611302443780005, "loss_fcos_loc": 0.15498654975090176, "loss_mask": 0.2351281475275755, "loss_maskiou": 0.004112588067073375, "loss_sem_seg": 0.18108765594661236, "lr": 0.001, "mask_rcnn/accuracy": 0.8925512242568261, "mask_rcnn/false_negative": 0.09654059684587521, "mask_rcnn/false_positive": 0.11307792932819768, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.75, "time": 0.6964713940396905, "total_loss": 1.3720961347789853} {"data_time": 0.009992050938308239, "eta_seconds": 22532.600221573375, "iteration": 237599, "loss_fcos_cls": 0.18291005701757967, "loss_fcos_ctr": 0.6113326847553253, "loss_fcos_loc": 0.14875126432161778, "loss_mask": 0.22337154671549797, "loss_maskiou": 0.003741764940059511, "loss_sem_seg": 0.16400523448828608, "lr": 0.001, "mask_rcnn/accuracy": 0.9199414715719063, "mask_rcnn/false_negative": 0.06749285509192066, "mask_rcnn/false_positive": 0.09064518297136354, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 31.5, "time": 0.6749406009912491, "total_loss": 1.356274759327789} {"data_time": 0.010215056128799915, "eta_seconds": 22543.41411320772, "iteration": 237619, "loss_fcos_cls": 0.16826784750446677, "loss_fcos_ctr": 0.6150162937119603, "loss_fcos_loc": 0.1605575162684545, "loss_mask": 0.24605067819356918, "loss_maskiou": 0.004071645897056442, "loss_sem_seg": 0.15618338342756033, "lr": 0.001, "mask_rcnn/accuracy": 0.8983627933932193, "mask_rcnn/false_negative": 0.08468176456037238, "mask_rcnn/false_positive": 0.12138780409719138, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.25, "time": 0.6981632802635431, "total_loss": 1.3344137080093788} {"data_time": 0.010729426518082619, "eta_seconds": 22504.78305516299, "iteration": 237639, "loss_fcos_cls": 0.18015315965749323, "loss_fcos_ctr": 0.6119027780368924, "loss_fcos_loc": 0.15332290180958807, "loss_mask": 0.23621466103941202, "loss_maskiou": 0.004034213587146951, "loss_sem_seg": 0.1805456760339439, "lr": 0.001, "mask_rcnn/accuracy": 0.9072503092145949, "mask_rcnn/false_negative": 0.08326353454371231, "mask_rcnn/false_positive": 0.12734383336988653, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 27.75, "time": 0.6898159747943282, "total_loss": 1.3756538555599036} {"data_time": 0.010599462315440178, "eta_seconds": 22490.874471957795, "iteration": 237659, "loss_fcos_cls": 0.17907077400013804, "loss_fcos_ctr": 0.6113533321768045, "loss_fcos_loc": 0.15200747840572149, "loss_mask": 0.23239783057942986, "loss_maskiou": 0.004007336621725699, "loss_sem_seg": 0.17664879839867353, "lr": 0.001, "mask_rcnn/accuracy": 0.8779021369356554, "mask_rcnn/false_negative": 0.10694887078487936, "mask_rcnn/false_positive": 0.12067859384737492, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 36.0, "time": 0.69640454929322, "total_loss": 1.3594633005104697} {"data_time": 0.01012340933084488, "eta_seconds": 22470.609853621572, "iteration": 237679, "loss_fcos_cls": 0.18078138260170817, "loss_fcos_ctr": 0.6132698059082031, "loss_fcos_loc": 0.15632373455446213, "loss_mask": 0.243629302829504, "loss_maskiou": 0.004569916956825182, "loss_sem_seg": 0.16764587932266295, "lr": 0.001, "mask_rcnn/accuracy": 0.8801966853385119, "mask_rcnn/false_negative": 0.09999369802169131, "mask_rcnn/false_positive": 0.12240040592401905, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.0, "time": 0.681824341416359, "total_loss": 1.3741744825383648} {"data_time": 0.010542385280132294, "eta_seconds": 22448.97630875744, "iteration": 237699, "loss_fcos_cls": 0.1750187485013157, "loss_fcos_ctr": 0.6138448668643832, "loss_fcos_loc": 0.1566574511816725, "loss_mask": 0.23273249436169863, "loss_maskiou": 0.004502474610490026, "loss_sem_seg": 0.17333559691905975, "lr": 0.001, "mask_rcnn/accuracy": 0.888421315726956, "mask_rcnn/false_negative": 0.08884220721681983, "mask_rcnn/false_positive": 0.12816920118319516, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 25.0, "time": 0.6861634235829115, "total_loss": 1.3648847228469094} {"data_time": 0.009968538768589497, "eta_seconds": 22413.509084542282, "iteration": 237719, "loss_fcos_cls": 0.18901469151023775, "loss_fcos_ctr": 0.6121910735964775, "loss_fcos_loc": 0.15801457938505337, "loss_mask": 0.22446322301402688, "loss_maskiou": 0.003995158651378006, "loss_sem_seg": 0.17545505845919251, "lr": 0.001, "mask_rcnn/accuracy": 0.8969530970282851, "mask_rcnn/false_negative": 0.07822500628186832, "mask_rcnn/false_positive": 0.11919258564700477, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 32.75, "time": 0.702245076186955, "total_loss": 1.3675867653582827} {"data_time": 0.010643815621733665, "eta_seconds": 22382.939094026573, "iteration": 237739, "loss_fcos_cls": 0.1836568913422525, "loss_fcos_ctr": 0.6125747188925743, "loss_fcos_loc": 0.15815338410902768, "loss_mask": 0.23049983754754066, "loss_maskiou": 0.003960736285080202, "loss_sem_seg": 0.17320019495673478, "lr": 0.001, "mask_rcnn/accuracy": 0.891677699062974, "mask_rcnn/false_negative": 0.09503127660415271, "mask_rcnn/false_positive": 0.12730870508282466, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.75, "time": 0.701212408952415, "total_loss": 1.3877530997124268} {"data_time": 0.009684082120656967, "eta_seconds": 22357.229113776237, "iteration": 237759, "loss_fcos_cls": 0.1795049270731397, "loss_fcos_ctr": 0.6126483688130975, "loss_fcos_loc": 0.1546344916569069, "loss_mask": 0.23032171837985516, "loss_maskiou": 0.004128511594899464, "loss_sem_seg": 0.15682650567032397, "lr": 0.001, "mask_rcnn/accuracy": 0.9171547590608149, "mask_rcnn/false_negative": 0.0584682856787245, "mask_rcnn/false_positive": 0.09506882169250053, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 24.5, "time": 0.6795813404023647, "total_loss": 1.3470388297791942} {"data_time": 0.010786245577037334, "eta_seconds": 22337.340481249616, "iteration": 237779, "loss_fcos_cls": 0.18265790399163961, "loss_fcos_ctr": 0.6141905393451452, "loss_fcos_loc": 0.15428313962183893, "loss_mask": 0.23535078251734376, "loss_maskiou": 0.0040738005336606875, "loss_sem_seg": 0.1778574432246387, "lr": 0.001, "mask_rcnn/accuracy": 0.8789409994767138, "mask_rcnn/false_negative": 0.08853505008254745, "mask_rcnn/false_positive": 0.130896204166169, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.25, "time": 0.7129281666129827, "total_loss": 1.3740963568961888} {"data_time": 0.00915459543466568, "eta_seconds": 22330.27729181107, "iteration": 237799, "loss_fcos_cls": 0.17730934667633846, "loss_fcos_ctr": 0.6119819888845086, "loss_fcos_loc": 0.15078170693595894, "loss_mask": 0.22599283093586564, "loss_maskiou": 0.004363944499345962, "loss_sem_seg": 0.18062547035515308, "lr": 0.001, "mask_rcnn/accuracy": 0.8841695413961039, "mask_rcnn/false_negative": 0.09061486385568247, "mask_rcnn/false_positive": 0.14361420190485596, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 26.0, "time": 0.694244577549398, "total_loss": 1.3436508056183811} {"data_time": 0.010237635113298893, "eta_seconds": 22322.167641213164, "iteration": 237819, "loss_fcos_cls": 0.1835273071192205, "loss_fcos_ctr": 0.6147359544411302, "loss_fcos_loc": 0.1552107563475147, "loss_mask": 0.25301302690058947, "loss_maskiou": 0.004433415531821083, "loss_sem_seg": 0.2020224544685334, "lr": 0.001, "mask_rcnn/accuracy": 0.8990648891135402, "mask_rcnn/false_negative": 0.08449166513136333, "mask_rcnn/false_positive": 0.11338744369534923, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.75, "time": 0.7008993327617645, "total_loss": 1.4125289801231702} {"data_time": 0.009566085413098335, "eta_seconds": 22307.773825151846, "iteration": 237839, "loss_fcos_cls": 0.17850973457098007, "loss_fcos_ctr": 0.6144808256067336, "loss_fcos_loc": 0.15101698867511004, "loss_mask": 0.22762059839442372, "loss_maskiou": 0.004098298290045932, "loss_sem_seg": 0.16516597010195255, "lr": 0.001, "mask_rcnn/accuracy": 0.8991867193420262, "mask_rcnn/false_negative": 0.07893439259342672, "mask_rcnn/false_positive": 0.09284272692664791, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 22.0, "time": 0.6985019752755761, "total_loss": 1.3348036264251277} {"data_time": 0.010682101361453533, "eta_seconds": 22332.737465247512, "iteration": 237859, "loss_fcos_cls": 0.18248352326918393, "loss_fcos_ctr": 0.6127165742218494, "loss_fcos_loc": 0.1511105370009318, "loss_mask": 0.22460874868556857, "loss_maskiou": 0.0035247112373326672, "loss_sem_seg": 0.15691056288778782, "lr": 0.001, "mask_rcnn/accuracy": 0.9042397883147297, "mask_rcnn/false_negative": 0.08707558543279549, "mask_rcnn/false_positive": 0.12063970535952967, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 28.5, "time": 0.7015820229426026, "total_loss": 1.3243190965804388} {"data_time": 0.011470561847090721, "eta_seconds": 22305.064574422315, "iteration": 237879, "loss_fcos_cls": 0.1716758441471029, "loss_fcos_ctr": 0.6142405113205314, "loss_fcos_loc": 0.15718977432698011, "loss_mask": 0.23878713510930538, "loss_maskiou": 0.004273169441148639, "loss_sem_seg": 0.18773930799216032, "lr": 0.001, "mask_rcnn/accuracy": 0.895717662064826, "mask_rcnn/false_negative": 0.08840372382463407, "mask_rcnn/false_positive": 0.1171963407391237, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 32.0, "time": 0.7026945780962706, "total_loss": 1.355570513936982} {"data_time": 0.009657553397119045, "eta_seconds": 22275.768633508123, "iteration": 237899, "loss_fcos_cls": 0.1727956075919792, "loss_fcos_ctr": 0.6112537086009979, "loss_fcos_loc": 0.1534683397039771, "loss_mask": 0.23250560369342566, "loss_maskiou": 0.003899091054336168, "loss_sem_seg": 0.1677455473691225, "lr": 0.001, "mask_rcnn/accuracy": 0.9020719700923847, "mask_rcnn/false_negative": 0.08717010427857591, "mask_rcnn/false_positive": 0.11629138106812198, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.0, "time": 0.6935869250446558, "total_loss": 1.3381568020267878} {"data_time": 0.010067278519272804, "eta_seconds": 22277.288272844627, "iteration": 237919, "loss_fcos_cls": 0.18302397755905986, "loss_fcos_ctr": 0.6116361753083766, "loss_fcos_loc": 0.1549910146277398, "loss_mask": 0.24013568833470345, "loss_maskiou": 0.004245561038260348, "loss_sem_seg": 0.169186195358634, "lr": 0.001, "mask_rcnn/accuracy": 0.9074855562792493, "mask_rcnn/false_negative": 0.08570135728359565, "mask_rcnn/false_positive": 0.12697822910996787, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 33.0, "time": 0.7015739185735583, "total_loss": 1.3758053132005443} {"data_time": 0.010983243584632874, "eta_seconds": 22289.078588322736, "iteration": 237939, "loss_fcos_cls": 0.18840962782269344, "loss_fcos_ctr": 0.6140898512676358, "loss_fcos_loc": 0.15449293731944636, "loss_mask": 0.2437685588374734, "loss_maskiou": 0.003664808828034438, "loss_sem_seg": 0.18388967867940664, "lr": 0.001, "mask_rcnn/accuracy": 0.8774410249536708, "mask_rcnn/false_negative": 0.10326349985445062, "mask_rcnn/false_positive": 0.13780741778033492, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.5, "time": 0.707495553418994, "total_loss": 1.3848285749954812} {"data_time": 0.010415310971438885, "eta_seconds": 22275.174419027753, "iteration": 237959, "loss_fcos_cls": 0.1784786817152053, "loss_fcos_ctr": 0.6126206759363413, "loss_fcos_loc": 0.1555566390743479, "loss_mask": 0.2321623219177127, "loss_maskiou": 0.0036698975363833597, "loss_sem_seg": 0.14842428197152913, "lr": 0.001, "mask_rcnn/accuracy": 0.8905004859086492, "mask_rcnn/false_negative": 0.07473900744026828, "mask_rcnn/false_positive": 0.13190272769824096, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.0, "time": 0.695787544362247, "total_loss": 1.343542956499732} {"data_time": 0.01039876602590084, "eta_seconds": 22257.797491787933, "iteration": 237979, "loss_fcos_cls": 0.1749637823086232, "loss_fcos_ctr": 0.6112547656521201, "loss_fcos_loc": 0.15436353662516922, "loss_mask": 0.2212479617446661, "loss_maskiou": 0.003693906059197616, "loss_sem_seg": 0.15350487711839378, "lr": 0.001, "mask_rcnn/accuracy": 0.9071556669207793, "mask_rcnn/false_negative": 0.0802957533847523, "mask_rcnn/false_positive": 0.09241479017321796, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 25.25, "time": 0.6921837339177728, "total_loss": 1.356269176787464} {"data_time": 0.010099713690578938, "eta_seconds": 22229.357136547565, "iteration": 237999, "loss_fcos_cls": 0.18208700499963015, "loss_fcos_ctr": 0.6123957335948944, "loss_fcos_loc": 0.1521452919114381, "loss_mask": 0.23497255565598607, "loss_maskiou": 0.0038470774416055065, "loss_sem_seg": 0.18668639415409416, "lr": 0.001, "mask_rcnn/accuracy": 0.8957077149041435, "mask_rcnn/false_negative": 0.08591586079605522, "mask_rcnn/false_positive": 0.13400109751345726, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 22.0, "time": 0.6849733581766486, "total_loss": 1.3864888407551916} {"data_time": 0.010745742358267307, "eta_seconds": 22202.6490589818, "iteration": 238019, "loss_fcos_cls": 0.1828495841473341, "loss_fcos_ctr": 0.6144346762448549, "loss_fcos_loc": 0.15728119504638016, "loss_mask": 0.23324241489171982, "loss_maskiou": 0.0040986193343997, "loss_sem_seg": 0.15666956827044487, "lr": 0.001, "mask_rcnn/accuracy": 0.8929933213338386, "mask_rcnn/false_negative": 0.09281082716075123, "mask_rcnn/false_positive": 0.12211633876094381, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 25.5, "time": 0.6903606941923499, "total_loss": 1.363819589932973} {"data_time": 0.010732936672866344, "eta_seconds": 22188.764159160666, "iteration": 238039, "loss_fcos_cls": 0.18945373757742345, "loss_fcos_ctr": 0.6143690990284085, "loss_fcos_loc": 0.15957401489140466, "loss_mask": 0.23500718548893929, "loss_maskiou": 0.004248404620739166, "loss_sem_seg": 0.17152361385524273, "lr": 0.001, "mask_rcnn/accuracy": 0.8912889006177184, "mask_rcnn/false_negative": 0.07444314229309776, "mask_rcnn/false_positive": 0.09824484355420332, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 27.75, "time": 0.7089665308594704, "total_loss": 1.3813226989423129} {"data_time": 0.010369658470153809, "eta_seconds": 22174.879259339534, "iteration": 238059, "loss_fcos_cls": 0.1902792262553703, "loss_fcos_ctr": 0.6141368113458157, "loss_fcos_loc": 0.16242466610856354, "loss_mask": 0.24630113411694765, "loss_maskiou": 0.00473172184501891, "loss_sem_seg": 0.1618570713326335, "lr": 0.001, "mask_rcnn/accuracy": 0.8996912224900554, "mask_rcnn/false_negative": 0.08750399712617282, "mask_rcnn/false_positive": 0.12324281427307429, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.0, "time": 0.6951434267684817, "total_loss": 1.3692773074490106} {"data_time": 0.009876429103314877, "eta_seconds": 22167.235820954666, "iteration": 238079, "loss_fcos_cls": 0.18427841691300273, "loss_fcos_ctr": 0.6138125201687217, "loss_fcos_loc": 0.16181899793446064, "loss_mask": 0.23046802543103695, "loss_maskiou": 0.00395477412166656, "loss_sem_seg": 0.2017067486885935, "lr": 0.001, "mask_rcnn/accuracy": 0.9038518660889013, "mask_rcnn/false_negative": 0.08324443344145938, "mask_rcnn/false_positive": 0.10794302692171179, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 27.0, "time": 0.7167935315519571, "total_loss": 1.3955514707558905} {"data_time": 0.012053854763507843, "eta_seconds": 22159.892566263676, "iteration": 238099, "loss_fcos_cls": 0.18133073835633695, "loss_fcos_ctr": 0.612326349131763, "loss_fcos_loc": 0.15146652981638908, "loss_mask": 0.234275390394032, "loss_maskiou": 0.004221620110911317, "loss_sem_seg": 0.16964072943665087, "lr": 0.001, "mask_rcnn/accuracy": 0.8972145520296031, "mask_rcnn/false_negative": 0.08134244855228875, "mask_rcnn/false_positive": 0.12513062362245558, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 26.0, "time": 0.6845874637365341, "total_loss": 1.364477222909045} {"data_time": 0.00982814934104681, "eta_seconds": 22152.079995319247, "iteration": 238119, "loss_fcos_cls": 0.18520478310529143, "loss_fcos_ctr": 0.6153377154842019, "loss_fcos_loc": 0.16024080093484372, "loss_mask": 0.23501546820625663, "loss_maskiou": 0.004119301789614838, "loss_sem_seg": 0.18006430519744754, "lr": 0.001, "mask_rcnn/accuracy": 0.8878539734195653, "mask_rcnn/false_negative": 0.09554994063308267, "mask_rcnn/false_positive": 0.1146507255745492, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 35.0, "time": 0.7051605181768537, "total_loss": 1.3762029747740598} {"data_time": 0.0096510648727417, "eta_seconds": 22132.10673815012, "iteration": 238139, "loss_fcos_cls": 0.18274596915580332, "loss_fcos_ctr": 0.6149618774652481, "loss_fcos_loc": 0.15911275439430028, "loss_mask": 0.2516855811700225, "loss_maskiou": 0.004294315964216366, "loss_sem_seg": 0.16700233973097056, "lr": 0.001, "mask_rcnn/accuracy": 0.8914050235478808, "mask_rcnn/false_negative": 0.11210033003690634, "mask_rcnn/false_positive": 0.12158466008116198, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.75, "time": 0.7014942318201065, "total_loss": 1.3757978466310306} {"data_time": 0.01081113237887621, "eta_seconds": 22111.68057939969, "iteration": 238159, "loss_fcos_cls": 0.18965159985236824, "loss_fcos_ctr": 0.6103697568178177, "loss_fcos_loc": 0.15369088714942336, "loss_mask": 0.2384147858247161, "loss_maskiou": 0.004327664391894359, "loss_sem_seg": 0.1747808448271826, "lr": 0.001, "mask_rcnn/accuracy": 0.8839298914420883, "mask_rcnn/false_negative": 0.09964701223265468, "mask_rcnn/false_positive": 0.14825672719484975, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.6764863841235638, "total_loss": 1.3863608306528477} {"data_time": 0.009888455271720886, "eta_seconds": 22097.791769010946, "iteration": 238179, "loss_fcos_cls": 0.1771520346374018, "loss_fcos_ctr": 0.6127801928669214, "loss_fcos_loc": 0.15572320687351748, "loss_mask": 0.22971439734101295, "loss_maskiou": 0.00352932568785036, "loss_sem_seg": 0.1650471433531493, "lr": 0.001, "mask_rcnn/accuracy": 0.892331827787085, "mask_rcnn/false_negative": 0.0841697540615156, "mask_rcnn/false_positive": 0.12394301498799733, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 25.25, "time": 0.6909519983455539, "total_loss": 1.3476422350358916} {"data_time": 0.01066216267645359, "eta_seconds": 22083.902958622202, "iteration": 238199, "loss_fcos_cls": 0.1775693706003949, "loss_fcos_ctr": 0.6118580047041178, "loss_fcos_loc": 0.15049974177964032, "loss_mask": 0.2372636548243463, "loss_maskiou": 0.004168458519416163, "loss_sem_seg": 0.17059773160144687, "lr": 0.001, "mask_rcnn/accuracy": 0.8985795127910319, "mask_rcnn/false_negative": 0.0841147190269033, "mask_rcnn/false_positive": 0.12514975915292162, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.25, "time": 0.6875297734513879, "total_loss": 1.3700385459269455} {"data_time": 0.009431789629161358, "eta_seconds": 22092.18628176488, "iteration": 238219, "loss_fcos_cls": 0.18456812063232064, "loss_fcos_ctr": 0.614590703509748, "loss_fcos_loc": 0.161359227495268, "loss_mask": 0.24726941995322704, "loss_maskiou": 0.004373051484435564, "loss_sem_seg": 0.16485454561188817, "lr": 0.001, "mask_rcnn/accuracy": 0.8901402546905859, "mask_rcnn/false_negative": 0.09112507072101306, "mask_rcnn/false_positive": 0.12545491163565736, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.0, "time": 0.7247435012832284, "total_loss": 1.3836296739918907} {"data_time": 0.011181488633155823, "eta_seconds": 22072.845047146082, "iteration": 238239, "loss_fcos_cls": 0.17772106104530394, "loss_fcos_ctr": 0.6145109049975872, "loss_fcos_loc": 0.16489873151294887, "loss_mask": 0.24575997330248356, "loss_maskiou": 0.004263848597474862, "loss_sem_seg": 0.17266126163303852, "lr": 0.001, "mask_rcnn/accuracy": 0.8844279657739385, "mask_rcnn/false_negative": 0.10656489798363711, "mask_rcnn/false_positive": 0.12578945124629642, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 33.5, "time": 0.6909756371751428, "total_loss": 1.361844131100952} {"data_time": 0.009770432487130165, "eta_seconds": 22064.380754837766, "iteration": 238259, "loss_fcos_cls": 0.19284592883195728, "loss_fcos_ctr": 0.6135550448670983, "loss_fcos_loc": 0.15917366111534648, "loss_mask": 0.2334281774237752, "loss_maskiou": 0.004111998561711516, "loss_sem_seg": 0.1936788409948349, "lr": 0.001, "mask_rcnn/accuracy": 0.902495979630126, "mask_rcnn/false_negative": 0.07906604887853803, "mask_rcnn/false_positive": 0.11465907031290848, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.75, "time": 0.6925358278676867, "total_loss": 1.4056082658862579} {"data_time": 0.01054282858967781, "eta_seconds": 22040.906167671084, "iteration": 238279, "loss_fcos_cls": 0.18042350286850706, "loss_fcos_ctr": 0.6117920186370611, "loss_fcos_loc": 0.1580940269632265, "loss_mask": 0.23141664965078235, "loss_maskiou": 0.0040454899572068825, "loss_sem_seg": 0.17620081454515457, "lr": 0.001, "mask_rcnn/accuracy": 0.8954314834041726, "mask_rcnn/false_negative": 0.09283194658842686, "mask_rcnn/false_positive": 0.10808364502597365, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 27.5, "time": 0.6823655851185322, "total_loss": 1.3725653767505719} {"data_time": 0.010443536564707756, "eta_seconds": 22027.009439215064, "iteration": 238299, "loss_fcos_cls": 0.1781440261984244, "loss_fcos_ctr": 0.6146991401910782, "loss_fcos_loc": 0.1591874264413491, "loss_mask": 0.23678338201716542, "loss_maskiou": 0.004616824779077433, "loss_sem_seg": 0.186363710090518, "lr": 0.001, "mask_rcnn/accuracy": 0.8842035147392291, "mask_rcnn/false_negative": 0.08935146747337384, "mask_rcnn/false_positive": 0.1426646461755401, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.0, "time": 0.7147068344056606, "total_loss": 1.3787678978551412} {"data_time": 0.010132383555173874, "eta_seconds": 21994.375561664812, "iteration": 238319, "loss_fcos_cls": 0.18200281239114702, "loss_fcos_ctr": 0.6140103028155863, "loss_fcos_loc": 0.14925059291999787, "loss_mask": 0.2376831234432757, "loss_maskiou": 0.004169221560005099, "loss_sem_seg": 0.1571448005270213, "lr": 0.001, "mask_rcnn/accuracy": 0.8960600907029479, "mask_rcnn/false_negative": 0.09712674856793209, "mask_rcnn/false_positive": 0.1157810499115334, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 29.0, "time": 0.6588791888207197, "total_loss": 1.3509520187799353} {"data_time": 0.010981674306094646, "eta_seconds": 21980.49066184368, "iteration": 238339, "loss_fcos_cls": 0.18163123331032693, "loss_fcos_ctr": 0.6113142278045416, "loss_fcos_loc": 0.15640177333261818, "loss_mask": 0.22900364454835653, "loss_maskiou": 0.003996943341917358, "loss_sem_seg": 0.16218048054724932, "lr": 0.001, "mask_rcnn/accuracy": 0.8848806486880467, "mask_rcnn/false_negative": 0.08890567869042576, "mask_rcnn/false_positive": 0.12157886889230173, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 30.0, "time": 0.7000567829236388, "total_loss": 1.3603846484293172} {"data_time": 0.0098392553627491, "eta_seconds": 21994.866937519982, "iteration": 238359, "loss_fcos_cls": 0.18305677513126284, "loss_fcos_ctr": 0.6123360227793455, "loss_fcos_loc": 0.15779492270667106, "loss_mask": 0.23014964116737247, "loss_maskiou": 0.004026848859211896, "loss_sem_seg": 0.14280471066012979, "lr": 0.001, "mask_rcnn/accuracy": 0.8882456391647569, "mask_rcnn/false_negative": 0.07748526460743532, "mask_rcnn/false_positive": 0.13636122196639652, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 19.5, "time": 0.7015221333131194, "total_loss": 1.329110858416243} {"data_time": 0.009327438659965992, "eta_seconds": 21971.422525390983, "iteration": 238379, "loss_fcos_cls": 0.18393190356437117, "loss_fcos_ctr": 0.6141723431646824, "loss_fcos_loc": 0.15014707611408085, "loss_mask": 0.23096032440662384, "loss_maskiou": 0.004367022156657185, "loss_sem_seg": 0.18567323638126254, "lr": 0.001, "mask_rcnn/accuracy": 0.891771168118865, "mask_rcnn/false_negative": 0.07710732301191335, "mask_rcnn/false_positive": 0.1483639142110973, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 26.5, "time": 0.6856690887361765, "total_loss": 1.3663431128807133} {"data_time": 0.0097580561414361, "eta_seconds": 21970.52443567384, "iteration": 238399, "loss_fcos_cls": 0.17727639147778973, "loss_fcos_ctr": 0.6155191282741725, "loss_fcos_loc": 0.1611007156316191, "loss_mask": 0.248839040286839, "loss_maskiou": 0.00448525688261725, "loss_sem_seg": 0.1861094196792692, "lr": 0.001, "mask_rcnn/accuracy": 0.9051303213593129, "mask_rcnn/false_negative": 0.07202064634239365, "mask_rcnn/false_positive": 0.12659805178770356, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.25, "time": 0.7128387279808521, "total_loss": 1.400517309193674} {"data_time": 0.01054476760327816, "eta_seconds": 21956.619480491616, "iteration": 238419, "loss_fcos_cls": 0.17876345285912976, "loss_fcos_ctr": 0.6143461363390088, "loss_fcos_loc": 0.15803949162364006, "loss_mask": 0.2427502516657114, "loss_maskiou": 0.004708939130068757, "loss_sem_seg": 0.16966929053887725, "lr": 0.001, "mask_rcnn/accuracy": 0.8750144944341374, "mask_rcnn/false_negative": 0.08571142651411189, "mask_rcnn/false_positive": 0.16017506615852045, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 25.25, "time": 0.6929461099207401, "total_loss": 1.4056616298239533} {"data_time": 0.010617061518132687, "eta_seconds": 21942.71452530939, "iteration": 238439, "loss_fcos_cls": 0.1835504926275462, "loss_fcos_ctr": 0.6092692017555237, "loss_fcos_loc": 0.14363832643721253, "loss_mask": 0.23842765763401985, "loss_maskiou": 0.004411865695146844, "loss_sem_seg": 0.16418315842747688, "lr": 0.001, "mask_rcnn/accuracy": 0.8950944184518628, "mask_rcnn/false_negative": 0.07456346419513912, "mask_rcnn/false_positive": 0.12824987087915252, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.0, "time": 0.6993543189018965, "total_loss": 1.356415226901845} {"data_time": 0.009748129174113274, "eta_seconds": 21919.95231989026, "iteration": 238459, "loss_fcos_cls": 0.17557488940656185, "loss_fcos_ctr": 0.6129394702147692, "loss_fcos_loc": 0.14645614533219486, "loss_mask": 0.24334732815623283, "loss_maskiou": 0.004402348460644134, "loss_sem_seg": 0.1574178304290399, "lr": 0.001, "mask_rcnn/accuracy": 0.8993948012529027, "mask_rcnn/false_negative": 0.08434260386005388, "mask_rcnn/false_positive": 0.1136909830616616, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.0, "time": 0.6879534376785159, "total_loss": 1.3480770137848594} {"data_time": 0.00900899339467287, "eta_seconds": 21914.2635925496, "iteration": 238479, "loss_fcos_cls": 0.19562919437885284, "loss_fcos_ctr": 0.6128257904201746, "loss_fcos_loc": 0.15562092512845993, "loss_mask": 0.24418463930487633, "loss_maskiou": 0.004251351419952698, "loss_sem_seg": 0.1799249886535108, "lr": 0.001, "mask_rcnn/accuracy": 0.8769062249947561, "mask_rcnn/false_negative": 0.10063213342958961, "mask_rcnn/false_positive": 0.13437875114806808, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 36.75, "time": 0.7015425376594067, "total_loss": 1.3879671717295423} {"data_time": 0.01094517856836319, "eta_seconds": 21910.239094432443, "iteration": 238499, "loss_fcos_cls": 0.17206484905909747, "loss_fcos_ctr": 0.6154588125646114, "loss_fcos_loc": 0.16194609281956218, "loss_mask": 0.23349830880761147, "loss_maskiou": 0.004039485022076406, "loss_sem_seg": 0.1927787116728723, "lr": 0.001, "mask_rcnn/accuracy": 0.9005055767505465, "mask_rcnn/false_negative": 0.09130092760287888, "mask_rcnn/false_positive": 0.12495097331287504, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.0, "time": 0.7289954079315066, "total_loss": 1.3944720791259897} {"data_time": 0.009795445017516613, "eta_seconds": 21897.431692413054, "iteration": 238519, "loss_fcos_cls": 0.18243001494556665, "loss_fcos_ctr": 0.6122091403231025, "loss_fcos_loc": 0.15805143699981272, "loss_mask": 0.2363176280632615, "loss_maskiou": 0.0038544019116670825, "loss_sem_seg": 0.15939448098652065, "lr": 0.001, "mask_rcnn/accuracy": 0.9080880429094715, "mask_rcnn/false_negative": 0.07568512394604153, "mask_rcnn/false_positive": 0.11065433857470483, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 28.0, "time": 0.688259394839406, "total_loss": 1.3419342650522594} {"data_time": 0.01027120091021061, "eta_seconds": 21883.520170102827, "iteration": 238539, "loss_fcos_cls": 0.18730880273506045, "loss_fcos_ctr": 0.6148953335359693, "loss_fcos_loc": 0.16011320205871016, "loss_mask": 0.24547376343980432, "loss_maskiou": 0.003806703731243033, "loss_sem_seg": 0.1710862449835986, "lr": 0.001, "mask_rcnn/accuracy": 0.8698181845503274, "mask_rcnn/false_negative": 0.09685030455059666, "mask_rcnn/false_positive": 0.14603393103000112, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.0, "time": 0.6833543004468083, "total_loss": 1.3766670852346579} {"data_time": 0.010333813726902008, "eta_seconds": 21858.64539872948, "iteration": 238559, "loss_fcos_cls": 0.1917151992674917, "loss_fcos_ctr": 0.6144468644633889, "loss_fcos_loc": 0.1594229661859572, "loss_mask": 0.24274216312915087, "loss_maskiou": 0.004714576636615675, "loss_sem_seg": 0.16818379960022867, "lr": 0.001, "mask_rcnn/accuracy": 0.894395519077196, "mask_rcnn/false_negative": 0.08377981691715022, "mask_rcnn/false_positive": 0.118441431670282, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.25, "time": 0.6828841771930456, "total_loss": 1.4011662079356029} {"data_time": 0.010032366961240768, "eta_seconds": 21844.74085027445, "iteration": 238579, "loss_fcos_cls": 0.1806669735815376, "loss_fcos_ctr": 0.6107247052714229, "loss_fcos_loc": 0.1508285848540254, "loss_mask": 0.24955766461789608, "loss_maskiou": 0.003943468938814476, "loss_sem_seg": 0.16233892017044127, "lr": 0.001, "mask_rcnn/accuracy": 0.8921053608553609, "mask_rcnn/false_negative": 0.08338584510655478, "mask_rcnn/false_positive": 0.12126936796381854, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 29.75, "time": 0.6985352616757154, "total_loss": 1.347384453714767} {"data_time": 0.01065754983574152, "eta_seconds": 21846.97052898165, "iteration": 238599, "loss_fcos_cls": 0.18251588993007317, "loss_fcos_ctr": 0.6152617000043392, "loss_fcos_loc": 0.15775880438741297, "loss_mask": 0.23892267979681492, "loss_maskiou": 0.004390278416394722, "loss_sem_seg": 0.18087881710380316, "lr": 0.001, "mask_rcnn/accuracy": 0.8877215273628711, "mask_rcnn/false_negative": 0.1041639590788492, "mask_rcnn/false_positive": 0.10581728934556803, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 23.5, "time": 0.7201457899063826, "total_loss": 1.376235262818227} {"data_time": 0.010057746432721615, "eta_seconds": 21841.92960261833, "iteration": 238619, "loss_fcos_cls": 0.1862255010055378, "loss_fcos_ctr": 0.6152166593819857, "loss_fcos_loc": 0.16120200516888872, "loss_mask": 0.2372382301837206, "loss_maskiou": 0.004264240200427594, "loss_sem_seg": 0.1770167383365333, "lr": 0.001, "mask_rcnn/accuracy": 0.9169389682383943, "mask_rcnn/false_negative": 0.09193876303103894, "mask_rcnn/false_positive": 0.09329820604960362, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 30.5, "time": 0.7117490349337459, "total_loss": 1.3837483319621242} {"data_time": 0.010119127109646797, "eta_seconds": 21832.25979323499, "iteration": 238639, "loss_fcos_cls": 0.1719268918968737, "loss_fcos_ctr": 0.6079475162550807, "loss_fcos_loc": 0.14535746531328186, "loss_mask": 0.21877349354326725, "loss_maskiou": 0.004002904124718043, "loss_sem_seg": 0.17098396457731724, "lr": 0.001, "mask_rcnn/accuracy": 0.8946951576742812, "mask_rcnn/false_negative": 0.08970327326481255, "mask_rcnn/false_positive": 0.11080799321357643, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 27.0, "time": 0.6696687024086714, "total_loss": 1.3272545812651515} {"data_time": 0.0097234807908535, "eta_seconds": 21822.478578513488, "iteration": 238659, "loss_fcos_cls": 0.18974449654342607, "loss_fcos_ctr": 0.6124737476930022, "loss_fcos_loc": 0.15624161245068535, "loss_mask": 0.24305426189675927, "loss_maskiou": 0.004147933123022085, "loss_sem_seg": 0.16343827603850514, "lr": 0.001, "mask_rcnn/accuracy": 0.9159859596012319, "mask_rcnn/false_negative": 0.07786584957353268, "mask_rcnn/false_positive": 0.10539578094865473, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 24.5, "time": 0.7006974434480071, "total_loss": 1.3898111701128073} {"data_time": 0.010666415095329285, "eta_seconds": 21817.65832052566, "iteration": 238679, "loss_fcos_cls": 0.1852802949724719, "loss_fcos_ctr": 0.6145104351453483, "loss_fcos_loc": 0.15434572205413133, "loss_mask": 0.24202413531020284, "loss_maskiou": 0.00433135629282333, "loss_sem_seg": 0.17999130440875888, "lr": 0.001, "mask_rcnn/accuracy": 0.9111067503924646, "mask_rcnn/false_negative": 0.07971586420409234, "mask_rcnn/false_positive": 0.11440286851766823, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 22.25, "time": 0.7052546916529536, "total_loss": 1.3677115692116786} {"data_time": 0.010515894740819931, "eta_seconds": 21803.726671906188, "iteration": 238699, "loss_fcos_cls": 0.1822684113867581, "loss_fcos_ctr": 0.612256410997361, "loss_fcos_loc": 0.1575554485898465, "loss_mask": 0.2382787186652422, "loss_maskiou": 0.0041747002469492145, "loss_sem_seg": 0.18905470054596663, "lr": 0.001, "mask_rcnn/accuracy": 0.878072976733691, "mask_rcnn/false_negative": 0.09749964111433743, "mask_rcnn/false_positive": 0.13598776945736524, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 23.5, "time": 0.6838676761835814, "total_loss": 1.3734700743007124} {"data_time": 0.009731914848089218, "eta_seconds": 21789.795023286715, "iteration": 238719, "loss_fcos_cls": 0.17942563886754215, "loss_fcos_ctr": 0.61016546189785, "loss_fcos_loc": 0.14516040089074522, "loss_mask": 0.23527922667562962, "loss_maskiou": 0.004145698454522062, "loss_sem_seg": 0.15973334980662912, "lr": 0.001, "mask_rcnn/accuracy": 0.8961110670104911, "mask_rcnn/false_negative": 0.09408431781811916, "mask_rcnn/false_positive": 0.11809494545203242, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 26.5, "time": 0.7069677906110883, "total_loss": 1.3266845373582328} {"data_time": 0.010513880290091038, "eta_seconds": 21769.088645869866, "iteration": 238739, "loss_fcos_cls": 0.1841223827796057, "loss_fcos_ctr": 0.6151288039982319, "loss_fcos_loc": 0.15429170528659597, "loss_mask": 0.24048321042209864, "loss_maskiou": 0.004297260282328352, "loss_sem_seg": 0.1759946127422154, "lr": 0.001, "mask_rcnn/accuracy": 0.9125009242827566, "mask_rcnn/false_negative": 0.08510120783379838, "mask_rcnn/false_positive": 0.10133917144788827, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 23.0, "time": 0.685301037505269, "total_loss": 1.369794760055811} {"data_time": 0.010472808964550495, "eta_seconds": 21763.869715685025, "iteration": 238759, "loss_fcos_cls": 0.17704659793525934, "loss_fcos_ctr": 0.6149926828220487, "loss_fcos_loc": 0.16059279115870595, "loss_mask": 0.2384821893647313, "loss_maskiou": 0.003993704263848485, "loss_sem_seg": 0.1903281006962061, "lr": 0.001, "mask_rcnn/accuracy": 0.9016240146086796, "mask_rcnn/false_negative": 0.07987648867205593, "mask_rcnn/false_positive": 0.1287088074237579, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 29.0, "time": 0.6975064389407635, "total_loss": 1.3706890900539292} {"data_time": 0.009793104603886604, "eta_seconds": 21744.615244567394, "iteration": 238779, "loss_fcos_cls": 0.1807612554403022, "loss_fcos_ctr": 0.6133604170754552, "loss_fcos_loc": 0.14910554233938456, "loss_mask": 0.22803506953641772, "loss_maskiou": 0.0037263046033331193, "loss_sem_seg": 0.17855751095339656, "lr": 0.001, "mask_rcnn/accuracy": 0.8965610710282369, "mask_rcnn/false_negative": 0.08014536208738761, "mask_rcnn/false_positive": 0.13397497789700427, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 25.25, "time": 0.6960053825750947, "total_loss": 1.3651787773051183} {"data_time": 0.010361885651946068, "eta_seconds": 21736.003937104717, "iteration": 238799, "loss_fcos_cls": 0.17454120214097202, "loss_fcos_ctr": 0.6120686372742057, "loss_fcos_loc": 0.15108627534937114, "loss_mask": 0.22821248229593039, "loss_maskiou": 0.004323624161770567, "loss_sem_seg": 0.18617734592407942, "lr": 0.001, "mask_rcnn/accuracy": 0.897743663235643, "mask_rcnn/false_negative": 0.09095829406750666, "mask_rcnn/false_positive": 0.12821130667132682, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 25.25, "time": 0.7075121477246284, "total_loss": 1.3644037371341255} {"data_time": 0.010094751603901386, "eta_seconds": 21720.13678018935, "iteration": 238819, "loss_fcos_cls": 0.17602867021923885, "loss_fcos_ctr": 0.613130780402571, "loss_fcos_loc": 0.15998874243814498, "loss_mask": 0.23457085248082876, "loss_maskiou": 0.004148180301854154, "loss_sem_seg": 0.17390185873955488, "lr": 0.001, "mask_rcnn/accuracy": 0.8965151015397976, "mask_rcnn/false_negative": 0.10054054318705877, "mask_rcnn/false_positive": 0.1268030330812513, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 31.5, "time": 0.6831965073943138, "total_loss": 1.3616593178594485} {"data_time": 0.010914838872849941, "eta_seconds": 21706.205131569877, "iteration": 238839, "loss_fcos_cls": 0.1811313108773902, "loss_fcos_ctr": 0.6119923386722803, "loss_fcos_loc": 0.15414103283546865, "loss_mask": 0.24777667550370097, "loss_maskiou": 0.0038917710044188425, "loss_sem_seg": 0.1628308412618935, "lr": 0.001, "mask_rcnn/accuracy": 0.9019751043129802, "mask_rcnn/false_negative": 0.09552595400549421, "mask_rcnn/false_positive": 0.10493931412757548, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.0, "time": 0.7076446088030934, "total_loss": 1.3666679262387333} {"data_time": 0.009433227591216564, "eta_seconds": 21688.897323310375, "iteration": 238859, "loss_fcos_cls": 0.17484682891517878, "loss_fcos_ctr": 0.6100467881187797, "loss_fcos_loc": 0.15762342838570476, "loss_mask": 0.22947554290294647, "loss_maskiou": 0.003774955439439509, "loss_sem_seg": 0.16661965777166188, "lr": 0.001, "mask_rcnn/accuracy": 0.8913423911884504, "mask_rcnn/false_negative": 0.08663668297766824, "mask_rcnn/false_positive": 0.1186751951695304, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 25.5, "time": 0.704597138799727, "total_loss": 1.371791045916325} {"data_time": 0.010710650123655796, "eta_seconds": 21674.96784299612, "iteration": 238879, "loss_fcos_cls": 0.1776985714386683, "loss_fcos_ctr": 0.6120008667930961, "loss_fcos_loc": 0.1513033370138146, "loss_mask": 0.22488869493827224, "loss_maskiou": 0.00377297263185028, "loss_sem_seg": 0.16063829441554844, "lr": 0.001, "mask_rcnn/accuracy": 0.9189453125, "mask_rcnn/false_negative": 0.06575267982829824, "mask_rcnn/false_positive": 0.10504802445692574, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 26.25, "time": 0.6992938816547394, "total_loss": 1.321475167209428} {"data_time": 0.010009641759097576, "eta_seconds": 21657.670131320134, "iteration": 238899, "loss_fcos_cls": 0.18059504637494683, "loss_fcos_ctr": 0.6138556869700551, "loss_fcos_loc": 0.15465386339928955, "loss_mask": 0.24150494998320937, "loss_maskiou": 0.004155357906711288, "loss_sem_seg": 0.17898211511783302, "lr": 0.001, "mask_rcnn/accuracy": 0.8882419903445249, "mask_rcnn/false_negative": 0.09009142205434309, "mask_rcnn/false_positive": 0.14466940762908792, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.0, "time": 0.6883079763501883, "total_loss": 1.3767415190741303} {"data_time": 0.010745416395366192, "eta_seconds": 21649.03694663942, "iteration": 238919, "loss_fcos_cls": 0.18785334442509338, "loss_fcos_ctr": 0.6151467992458493, "loss_fcos_loc": 0.16463814891176298, "loss_mask": 0.24999123299494386, "loss_maskiou": 0.004305173257307615, "loss_sem_seg": 0.17694225488230586, "lr": 0.001, "mask_rcnn/accuracy": 0.8771205357142857, "mask_rcnn/false_negative": 0.09163117779487721, "mask_rcnn/false_positive": 0.13521111681866066, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 24.75, "time": 0.7080608597025275, "total_loss": 1.39988312432979} {"data_time": 0.009497235529124737, "eta_seconds": 21604.525451145135, "iteration": 238939, "loss_fcos_cls": 0.17549237055936828, "loss_fcos_ctr": 0.6114554954692721, "loss_fcos_loc": 0.15263975091511384, "loss_mask": 0.24508168268948793, "loss_maskiou": 0.004145722023167764, "loss_sem_seg": 0.15493925381451845, "lr": 0.001, "mask_rcnn/accuracy": 0.8994166512322456, "mask_rcnn/false_negative": 0.0761747600185172, "mask_rcnn/false_positive": 0.12296752696177903, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 24.25, "time": 0.6738073043525219, "total_loss": 1.362594496953534} {"data_time": 0.01026320643723011, "eta_seconds": 21591.715716311708, "iteration": 238959, "loss_fcos_cls": 0.18428756552748382, "loss_fcos_ctr": 0.6132274190895259, "loss_fcos_loc": 0.15878460020758212, "loss_mask": 0.23355301283299923, "loss_maskiou": 0.00409259242223925, "loss_sem_seg": 0.18551915744319558, "lr": 0.001, "mask_rcnn/accuracy": 0.9059736394557822, "mask_rcnn/false_negative": 0.09041799010901141, "mask_rcnn/false_positive": 0.13981666751900448, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 27.25, "time": 0.705664268694818, "total_loss": 1.3603884438853129} {"data_time": 0.009800039231777191, "eta_seconds": 21582.60214923229, "iteration": 238979, "loss_fcos_cls": 0.17754431045614183, "loss_fcos_ctr": 0.6112763825803995, "loss_fcos_loc": 0.14684324234258384, "loss_mask": 0.23554683476686478, "loss_maskiou": 0.003783942374866456, "loss_sem_seg": 0.17243246035650373, "lr": 0.001, "mask_rcnn/accuracy": 0.8975860969387754, "mask_rcnn/false_negative": 0.10190801808662439, "mask_rcnn/false_positive": 0.12064780526358686, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 35.0, "time": 0.6858294056728482, "total_loss": 1.35169602590031} {"data_time": 0.010288797318935394, "eta_seconds": 21576.125447217375, "iteration": 238999, "loss_fcos_cls": 0.17681255168281496, "loss_fcos_ctr": 0.6138565856963396, "loss_fcos_loc": 0.15880504657980055, "loss_mask": 0.24557923153042793, "loss_maskiou": 0.004314963685828843, "loss_sem_seg": 0.19045073119923472, "lr": 0.001, "mask_rcnn/accuracy": 0.9011809465165377, "mask_rcnn/false_negative": 0.08776270368918498, "mask_rcnn/false_positive": 0.11250497868804829, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 23.75, "time": 0.6851179227232933, "total_loss": 1.3987474605237367} {"data_time": 0.010364077985286713, "eta_seconds": 21567.71916246973, "iteration": 239019, "loss_fcos_cls": 0.17650331393815577, "loss_fcos_ctr": 0.6147405290976167, "loss_fcos_loc": 0.15701669757254422, "loss_mask": 0.24612915655598044, "loss_maskiou": 0.004179882802418433, "loss_sem_seg": 0.1617544903419912, "lr": 0.001, "mask_rcnn/accuracy": 0.8745569441718994, "mask_rcnn/false_negative": 0.11670266159219242, "mask_rcnn/false_positive": 0.12761087637735924, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.25, "time": 0.6919566867873073, "total_loss": 1.3648342920059804} {"data_time": 0.009996543638408184, "eta_seconds": 21548.286183390766, "iteration": 239039, "loss_fcos_cls": 0.18383487442042679, "loss_fcos_ctr": 0.6135519575327635, "loss_fcos_loc": 0.16292286617681384, "loss_mask": 0.23938842304050922, "loss_maskiou": 0.004216129309497774, "loss_sem_seg": 0.1745207216590643, "lr": 0.001, "mask_rcnn/accuracy": 0.8896799628942487, "mask_rcnn/false_negative": 0.07344361098583634, "mask_rcnn/false_positive": 0.1587018537130515, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 24.25, "time": 0.6932407133281231, "total_loss": 1.406144008768024} {"data_time": 0.009732987731695175, "eta_seconds": 21543.96189329587, "iteration": 239059, "loss_fcos_cls": 0.17660965002141893, "loss_fcos_ctr": 0.6140244966372848, "loss_fcos_loc": 0.15776732831727713, "loss_mask": 0.23511196579784155, "loss_maskiou": 0.0037565149359579664, "loss_sem_seg": 0.17744920495897532, "lr": 0.001, "mask_rcnn/accuracy": 0.9001303915962937, "mask_rcnn/false_negative": 0.09309566655307024, "mask_rcnn/false_positive": 0.09414335967804176, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.5, "time": 0.6980371847748756, "total_loss": 1.3669586147407244} {"data_time": 0.010849669575691223, "eta_seconds": 21515.39985400345, "iteration": 239079, "loss_fcos_cls": 0.18505690316669643, "loss_fcos_ctr": 0.6140368273481727, "loss_fcos_loc": 0.16635455726645887, "loss_mask": 0.24458639230579138, "loss_maskiou": 0.00398226502147736, "loss_sem_seg": 0.17855513072572649, "lr": 0.001, "mask_rcnn/accuracy": 0.8937934960168278, "mask_rcnn/false_negative": 0.08500151541392449, "mask_rcnn/false_positive": 0.12012618797667102, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.0, "time": 0.6964756138622761, "total_loss": 1.3903683773387456} {"data_time": 0.01039870921522379, "eta_seconds": 21512.026398098096, "iteration": 239099, "loss_fcos_cls": 0.17892435775138438, "loss_fcos_ctr": 0.614524251781404, "loss_fcos_loc": 0.1529864604526665, "loss_mask": 0.23923376388847828, "loss_maskiou": 0.004327905091486173, "loss_sem_seg": 0.16485743899829686, "lr": 0.001, "mask_rcnn/accuracy": 0.886341468405544, "mask_rcnn/false_negative": 0.10891374593839978, "mask_rcnn/false_positive": 0.11601523323163325, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.5, "time": 0.7048618821427226, "total_loss": 1.370488203901914} {"data_time": 0.009922770783305168, "eta_seconds": 21487.567119157873, "iteration": 239119, "loss_fcos_cls": 0.18635745526989922, "loss_fcos_ctr": 0.6157222650945187, "loss_fcos_loc": 0.16690318781184033, "loss_mask": 0.23788141505792737, "loss_maskiou": 0.003923237201888696, "loss_sem_seg": 0.1536741112358868, "lr": 0.001, "mask_rcnn/accuracy": 0.9123997813411079, "mask_rcnn/false_negative": 0.08784261190759617, "mask_rcnn/false_positive": 0.09301099668294573, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 25.0, "time": 0.6788163585588336, "total_loss": 1.359076288426877} {"data_time": 0.010028795339167118, "eta_seconds": 21478.688023824245, "iteration": 239139, "loss_fcos_cls": 0.17127605131827295, "loss_fcos_ctr": 0.6134919244796038, "loss_fcos_loc": 0.1545690040802583, "loss_mask": 0.24537501530721784, "loss_maskiou": 0.0039411782345268875, "loss_sem_seg": 0.1588454602751881, "lr": 0.001, "mask_rcnn/accuracy": 0.9146005036630036, "mask_rcnn/false_negative": 0.09489242555409408, "mask_rcnn/false_positive": 0.10027318642015118, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 28.0, "time": 0.7162192771211267, "total_loss": 1.3674875312499353} {"data_time": 0.010245726443827152, "eta_seconds": 21481.855168445967, "iteration": 239159, "loss_fcos_cls": 0.17920241924002767, "loss_fcos_ctr": 0.6128213172778487, "loss_fcos_loc": 0.15290604787878692, "loss_mask": 0.23465049173682928, "loss_maskiou": 0.004157820119871758, "loss_sem_seg": 0.1801575948484242, "lr": 0.001, "mask_rcnn/accuracy": 0.8975909160656744, "mask_rcnn/false_negative": 0.08141407866227379, "mask_rcnn/false_positive": 0.11213148710600601, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 25.75, "time": 0.7045000968500972, "total_loss": 1.3723178650179761} {"data_time": 0.010029789060354233, "eta_seconds": 21479.005891835317, "iteration": 239179, "loss_fcos_cls": 0.188052088720724, "loss_fcos_ctr": 0.6137484228238463, "loss_fcos_loc": 0.15760273090563715, "loss_mask": 0.24114868184551597, "loss_maskiou": 0.0041293217946076766, "loss_sem_seg": 0.18287577602313831, "lr": 0.001, "mask_rcnn/accuracy": 0.8929795061260579, "mask_rcnn/false_negative": 0.07418693604862861, "mask_rcnn/false_positive": 0.1213349514700586, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 27.5, "time": 0.7137262644246221, "total_loss": 1.381940366278286} {"data_time": 0.010477617383003235, "eta_seconds": 21465.06798852794, "iteration": 239199, "loss_fcos_cls": 0.18434840207919478, "loss_fcos_ctr": 0.6131353368982673, "loss_fcos_loc": 0.1565448041073978, "loss_mask": 0.24039421323686838, "loss_maskiou": 0.0040965672214952065, "loss_sem_seg": 0.17227531922981143, "lr": 0.001, "mask_rcnn/accuracy": 0.9115445269016698, "mask_rcnn/false_negative": 0.06668001927233498, "mask_rcnn/false_positive": 0.12904118245795002, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.75, "time": 0.6924246577546, "total_loss": 1.3695183034215006} {"data_time": 0.01035842765122652, "eta_seconds": 21434.83310222067, "iteration": 239219, "loss_fcos_cls": 0.17940882500261068, "loss_fcos_ctr": 0.612609597388655, "loss_fcos_loc": 0.15690475789597258, "loss_mask": 0.23642736487090588, "loss_maskiou": 0.004133163085498381, "loss_sem_seg": 0.15210898499935865, "lr": 0.001, "mask_rcnn/accuracy": 0.8939706835114999, "mask_rcnn/false_negative": 0.0802421927148527, "mask_rcnn/false_positive": 0.11745124418826694, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 25.75, "time": 0.6877783294767141, "total_loss": 1.357857867013081} {"data_time": 0.009485241957008839, "eta_seconds": 21422.56321322918, "iteration": 239239, "loss_fcos_cls": 0.17693354713264853, "loss_fcos_ctr": 0.6136431321501732, "loss_fcos_loc": 0.15822737489361316, "loss_mask": 0.23886580392718315, "loss_maskiou": 0.004162281307799276, "loss_sem_seg": 0.15858562232460827, "lr": 0.001, "mask_rcnn/accuracy": 0.8924807234924045, "mask_rcnn/false_negative": 0.08788822902340057, "mask_rcnn/false_positive": 0.11414498077892482, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 24.75, "time": 0.6892376886680722, "total_loss": 1.327855467920017} {"data_time": 0.010270293802022934, "eta_seconds": 21408.63482129574, "iteration": 239259, "loss_fcos_cls": 0.18852411466650665, "loss_fcos_ctr": 0.615486454218626, "loss_fcos_loc": 0.16670339944539592, "loss_mask": 0.24214230105280876, "loss_maskiou": 0.004084423366293777, "loss_sem_seg": 0.15147178305778652, "lr": 0.001, "mask_rcnn/accuracy": 0.8880780597860485, "mask_rcnn/false_negative": 0.09471696245492012, "mask_rcnn/false_positive": 0.13941983425516236, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 28.5, "time": 0.6802755696699023, "total_loss": 1.3755403357281466} {"data_time": 0.010008975863456726, "eta_seconds": 21394.706429362297, "iteration": 239279, "loss_fcos_cls": 0.18417414656141773, "loss_fcos_ctr": 0.610979184973985, "loss_fcos_loc": 0.15187766082817689, "loss_mask": 0.22708570817485452, "loss_maskiou": 0.0035653270861075725, "loss_sem_seg": 0.1943088425323367, "lr": 0.001, "mask_rcnn/accuracy": 0.8924102851905902, "mask_rcnn/false_negative": 0.0873464836039688, "mask_rcnn/false_positive": 0.11502056113945963, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 30.5, "time": 0.6821346329525113, "total_loss": 1.3641208280532737} {"data_time": 0.011332827620208263, "eta_seconds": 21380.778037428856, "iteration": 239299, "loss_fcos_cls": 0.17112655495293438, "loss_fcos_ctr": 0.6161054451949894, "loss_fcos_loc": 0.16156689054332674, "loss_mask": 0.23612216720357537, "loss_maskiou": 0.004208476669191441, "loss_sem_seg": 0.16340343526098877, "lr": 0.001, "mask_rcnn/accuracy": 0.9002191776378876, "mask_rcnn/false_negative": 0.10806518024740785, "mask_rcnn/false_positive": 0.1276295005102549, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 29.0, "time": 0.7066026544198394, "total_loss": 1.3483508545359655} {"data_time": 0.010980070568621159, "eta_seconds": 21367.374805348925, "iteration": 239319, "loss_fcos_cls": 0.1750854286365211, "loss_fcos_ctr": 0.6110636861994863, "loss_fcos_loc": 0.1501809794572182, "loss_mask": 0.22150703705847263, "loss_maskiou": 0.003910250337867183, "loss_sem_seg": 0.16378184536006302, "lr": 0.001, "mask_rcnn/accuracy": 0.9069323562758437, "mask_rcnn/false_negative": 0.1019809861048977, "mask_rcnn/false_positive": 0.12815550264442505, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 33.75, "time": 0.6913906391710043, "total_loss": 1.338924514639075} {"data_time": 0.010448803193867207, "eta_seconds": 21353.446071079932, "iteration": 239339, "loss_fcos_cls": 0.18386239954270422, "loss_fcos_ctr": 0.615952436812222, "loss_fcos_loc": 0.16093839576933533, "loss_mask": 0.23833884298801422, "loss_maskiou": 0.004049470575409941, "loss_sem_seg": 0.17187706800177693, "lr": 0.001, "mask_rcnn/accuracy": 0.9228544793606359, "mask_rcnn/false_negative": 0.072477187917789, "mask_rcnn/false_positive": 0.07824868844540014, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 22.25, "time": 0.6978365266695619, "total_loss": 1.4023077470446879} {"data_time": 0.01035254169255495, "eta_seconds": 21336.82096535247, "iteration": 239359, "loss_fcos_cls": 0.17630014289170504, "loss_fcos_ctr": 0.6119544310495257, "loss_fcos_loc": 0.15396233706269413, "loss_mask": 0.22990040946751833, "loss_maskiou": 0.003584860278351698, "loss_sem_seg": 0.15528430021367967, "lr": 0.001, "mask_rcnn/accuracy": 0.9070345400064788, "mask_rcnn/false_negative": 0.08265260584980316, "mask_rcnn/false_positive": 0.12922641019803816, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 27.0, "time": 0.7091174004599452, "total_loss": 1.3332061162818718} {"data_time": 0.009654760360717773, "eta_seconds": 21344.764495678246, "iteration": 239379, "loss_fcos_cls": 0.18467253039125353, "loss_fcos_ctr": 0.6152420425787568, "loss_fcos_loc": 0.16566747473552823, "loss_mask": 0.2374406880699098, "loss_maskiou": 0.00384573002520483, "loss_sem_seg": 0.1781312134116888, "lr": 0.001, "mask_rcnn/accuracy": 0.889318298544489, "mask_rcnn/false_negative": 0.09871454005096153, "mask_rcnn/false_positive": 0.12849368677801148, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.0, "time": 0.7078571878373623, "total_loss": 1.3781272300293494} {"data_time": 0.010493116453289986, "eta_seconds": 21328.333813967183, "iteration": 239399, "loss_fcos_cls": 0.18679026560857892, "loss_fcos_ctr": 0.6147316116839647, "loss_fcos_loc": 0.1576035227626562, "loss_mask": 0.2429437772370875, "loss_maskiou": 0.004174075795162935, "loss_sem_seg": 0.16725512174889445, "lr": 0.001, "mask_rcnn/accuracy": 0.8992857142857142, "mask_rcnn/false_negative": 0.0907563537513088, "mask_rcnn/false_positive": 0.11001399100283035, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 25.5, "time": 0.7023268742486835, "total_loss": 1.367246444164266} {"data_time": 0.00986943393945694, "eta_seconds": 21316.881977804005, "iteration": 239419, "loss_fcos_cls": 0.18475468270480633, "loss_fcos_ctr": 0.6137255989015102, "loss_fcos_loc": 0.15694542205892503, "loss_mask": 0.22925879433751106, "loss_maskiou": 0.0044732193873642245, "loss_sem_seg": 0.17579026799649, "lr": 0.001, "mask_rcnn/accuracy": 0.910505174291939, "mask_rcnn/false_negative": 0.07152290732649744, "mask_rcnn/false_positive": 0.10196019343698873, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 21.25, "time": 0.7016388028860092, "total_loss": 1.3556454112840584} {"data_time": 0.009422169998288155, "eta_seconds": 21304.601029878482, "iteration": 239439, "loss_fcos_cls": 0.17429906968027353, "loss_fcos_ctr": 0.6142655881121755, "loss_fcos_loc": 0.15324339061044157, "loss_mask": 0.23455759789794683, "loss_maskiou": 0.0038559623426408507, "loss_sem_seg": 0.1714864153182134, "lr": 0.001, "mask_rcnn/accuracy": 0.8962506894649752, "mask_rcnn/false_negative": 0.08907988402854364, "mask_rcnn/false_positive": 0.1321953922864857, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 31.25, "time": 0.702064017765224, "total_loss": 1.3588394963662722} {"data_time": 0.010421215556561947, "eta_seconds": 21302.511157203466, "iteration": 239459, "loss_fcos_cls": 0.1738282807637006, "loss_fcos_ctr": 0.612791420891881, "loss_fcos_loc": 0.15892753680236638, "loss_mask": 0.24611719930544496, "loss_maskiou": 0.004242760151100811, "loss_sem_seg": 0.16839328361675143, "lr": 0.001, "mask_rcnn/accuracy": 0.9052076594858525, "mask_rcnn/false_negative": 0.08398669625071835, "mask_rcnn/false_positive": 0.12401560107719425, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 39.75, "time": 0.6964039271697402, "total_loss": 1.3649445697301417} {"data_time": 0.010313361883163452, "eta_seconds": 21276.7163388934, "iteration": 239479, "loss_fcos_cls": 0.1837528912583366, "loss_fcos_ctr": 0.6126275155693293, "loss_fcos_loc": 0.15728989033959806, "loss_mask": 0.2396581256762147, "loss_maskiou": 0.004748123024910456, "loss_sem_seg": 0.1783558593597263, "lr": 0.001, "mask_rcnn/accuracy": 0.8918841575091575, "mask_rcnn/false_negative": 0.08944659240904923, "mask_rcnn/false_positive": 0.12343840344748047, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 25.5, "time": 0.6924984101206064, "total_loss": 1.373045250580617} {"data_time": 0.009014766663312912, "eta_seconds": 21254.056421653368, "iteration": 239499, "loss_fcos_cls": 0.17792623094283044, "loss_fcos_ctr": 0.6121294060721993, "loss_fcos_loc": 0.15393015928566456, "loss_mask": 0.24192743469029665, "loss_maskiou": 0.003875762591633247, "loss_sem_seg": 0.1676691947504878, "lr": 0.001, "mask_rcnn/accuracy": 0.9042937115322319, "mask_rcnn/false_negative": 0.09594102070679719, "mask_rcnn/false_positive": 0.10494895160718512, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 32.0, "time": 0.7011197777464986, "total_loss": 1.3703103491025104} {"data_time": 0.009385771118104458, "eta_seconds": 21231.102343938313, "iteration": 239519, "loss_fcos_cls": 0.17352256109006703, "loss_fcos_ctr": 0.6119360993616283, "loss_fcos_loc": 0.15416418749373406, "loss_mask": 0.22671898733824492, "loss_maskiou": 0.0038066677716415143, "loss_sem_seg": 0.17115059471689165, "lr": 0.001, "mask_rcnn/accuracy": 0.8988536773971818, "mask_rcnn/false_negative": 0.09056282310249916, "mask_rcnn/false_positive": 0.09688039410678947, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.5, "time": 0.6758995009586215, "total_loss": 1.3512878434194135} {"data_time": 0.009834175929427147, "eta_seconds": 21236.91904884018, "iteration": 239539, "loss_fcos_cls": 0.1802398965228349, "loss_fcos_ctr": 0.6102291699498892, "loss_fcos_loc": 0.15075074398191646, "loss_mask": 0.23161948565393686, "loss_maskiou": 0.004032421671581687, "loss_sem_seg": 0.14978983078617603, "lr": 0.001, "mask_rcnn/accuracy": 0.8910058815192744, "mask_rcnn/false_negative": 0.09571756789176576, "mask_rcnn/false_positive": 0.12268917571159041, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.0, "time": 0.7095897300168872, "total_loss": 1.3614289690740407} {"data_time": 0.009414135478436947, "eta_seconds": 21234.19464079477, "iteration": 239559, "loss_fcos_cls": 0.1713416527491063, "loss_fcos_ctr": 0.6136755142360926, "loss_fcos_loc": 0.15625061857281253, "loss_mask": 0.24654977628961205, "loss_maskiou": 0.004012430839793524, "loss_sem_seg": 0.1656978118699044, "lr": 0.001, "mask_rcnn/accuracy": 0.9086497579801152, "mask_rcnn/false_negative": 0.07722316012645022, "mask_rcnn/false_positive": 0.11859756578265154, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.25, "time": 0.7004812760278583, "total_loss": 1.3764079705870245} {"data_time": 0.0101889967918396, "eta_seconds": 21220.28419087734, "iteration": 239579, "loss_fcos_cls": 0.17953778733499348, "loss_fcos_ctr": 0.6179541554301977, "loss_fcos_loc": 0.1660901314462535, "loss_mask": 0.2418831791728735, "loss_maskiou": 0.004424636441399343, "loss_sem_seg": 0.19826360791921616, "lr": 0.001, "mask_rcnn/accuracy": 0.9166114328300878, "mask_rcnn/false_negative": 0.07234256692547528, "mask_rcnn/false_positive": 0.09909111960132308, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 23.0, "time": 0.6992525076493621, "total_loss": 1.390672906945838} {"data_time": 0.009777058847248554, "eta_seconds": 21204.860406998545, "iteration": 239599, "loss_fcos_cls": 0.17996532237157226, "loss_fcos_ctr": 0.6156337521970272, "loss_fcos_loc": 0.1594782774336636, "loss_mask": 0.2406084267422557, "loss_maskiou": 0.0042127769611397525, "loss_sem_seg": 0.15802135691046715, "lr": 0.001, "mask_rcnn/accuracy": 0.894699747796846, "mask_rcnn/false_negative": 0.09584654566648906, "mask_rcnn/false_positive": 0.1192855073613561, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 24.75, "time": 0.7039723405614495, "total_loss": 1.3597908591400483} {"data_time": 0.011298679746687412, "eta_seconds": 21174.997862884775, "iteration": 239619, "loss_fcos_cls": 0.1785978104453534, "loss_fcos_ctr": 0.6120526399463415, "loss_fcos_loc": 0.14831880520796403, "loss_mask": 0.23902140045538545, "loss_maskiou": 0.004107007865968626, "loss_sem_seg": 0.1714321314357221, "lr": 0.001, "mask_rcnn/accuracy": 0.8910556368623801, "mask_rcnn/false_negative": 0.08862543404214307, "mask_rcnn/false_positive": 0.13219532223064395, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 25.75, "time": 0.6920798206701875, "total_loss": 1.3680132959780167} {"data_time": 0.01123789232224226, "eta_seconds": 21165.972805934027, "iteration": 239639, "loss_fcos_cls": 0.1776852437760681, "loss_fcos_ctr": 0.6108346953988075, "loss_fcos_loc": 0.1523298502434045, "loss_mask": 0.2397912386804819, "loss_maskiou": 0.004313604222261347, "loss_sem_seg": 0.162338315974921, "lr": 0.001, "mask_rcnn/accuracy": 0.9018723347547974, "mask_rcnn/false_negative": 0.09109055800330916, "mask_rcnn/false_positive": 0.10146405260460487, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.5, "time": 0.6929809441789985, "total_loss": 1.3547398547525518} {"data_time": 0.010161413811147213, "eta_seconds": 21150.66152234655, "iteration": 239659, "loss_fcos_cls": 0.18517062615137547, "loss_fcos_ctr": 0.6144640510901809, "loss_fcos_loc": 0.16076424322091043, "loss_mask": 0.24735098145902157, "loss_maskiou": 0.004814475236344151, "loss_sem_seg": 0.16204079519957304, "lr": 0.001, "mask_rcnn/accuracy": 0.8846392907175442, "mask_rcnn/false_negative": 0.09349660344067048, "mask_rcnn/false_positive": 0.13975254384869085, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.25, "time": 0.6965099237859249, "total_loss": 1.3761184280301677} {"data_time": 0.010399029590189457, "eta_seconds": 21136.71955502685, "iteration": 239679, "loss_fcos_cls": 0.17720801825635135, "loss_fcos_ctr": 0.6120779393240809, "loss_fcos_loc": 0.15613619366195053, "loss_mask": 0.24015309195965528, "loss_maskiou": 0.0038805376789241564, "loss_sem_seg": 0.15610262844711542, "lr": 0.001, "mask_rcnn/accuracy": 0.9063511917925064, "mask_rcnn/false_negative": 0.09163304573413802, "mask_rcnn/false_positive": 0.12569863093933042, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 36.75, "time": 0.7129201702773571, "total_loss": 1.3370879093272379} {"data_time": 0.01033041626214981, "eta_seconds": 21136.40432278253, "iteration": 239699, "loss_fcos_cls": 0.1760562271811068, "loss_fcos_ctr": 0.6155762290582061, "loss_fcos_loc": 0.16335185372736305, "loss_mask": 0.24651273852214217, "loss_maskiou": 0.004134216746024322, "loss_sem_seg": 0.16135031008161604, "lr": 0.001, "mask_rcnn/accuracy": 0.8838156356292517, "mask_rcnn/false_negative": 0.09276412391964828, "mask_rcnn/false_positive": 0.1154114309657379, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.25, "time": 0.7232623314484954, "total_loss": 1.358826466352184} {"data_time": 0.010631440207362175, "eta_seconds": 21116.815087736584, "iteration": 239719, "loss_fcos_cls": 0.18092892225831747, "loss_fcos_ctr": 0.6136002577841282, "loss_fcos_loc": 0.15883903816575184, "loss_mask": 0.2404170772060752, "loss_maskiou": 0.004023864439659519, "loss_sem_seg": 0.1621856337878853, "lr": 0.001, "mask_rcnn/accuracy": 0.8888045551195773, "mask_rcnn/false_negative": 0.0818442173524461, "mask_rcnn/false_positive": 0.13198630371494857, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 25.5, "time": 0.6900179069489241, "total_loss": 1.3725773345358903} {"data_time": 0.010603565722703934, "eta_seconds": 21107.10955165699, "iteration": 239739, "loss_fcos_cls": 0.1732417599996552, "loss_fcos_ctr": 0.6129278866574168, "loss_fcos_loc": 0.1541803212603554, "loss_mask": 0.23504804819822311, "loss_maskiou": 0.004040359752252698, "loss_sem_seg": 0.17453055852092803, "lr": 0.001, "mask_rcnn/accuracy": 0.8873628271424625, "mask_rcnn/false_negative": 0.09043536595808457, "mask_rcnn/false_positive": 0.13218420263828462, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 30.75, "time": 0.6755975922569633, "total_loss": 1.344600663120218} {"data_time": 0.010680642910301685, "eta_seconds": 21084.60969875846, "iteration": 239759, "loss_fcos_cls": 0.1772987672011368, "loss_fcos_ctr": 0.6104900883510709, "loss_fcos_loc": 0.15127463010139763, "loss_mask": 0.22838874347507954, "loss_maskiou": 0.0040997288251674036, "loss_sem_seg": 0.1772027479019016, "lr": 0.001, "mask_rcnn/accuracy": 0.8903542901352579, "mask_rcnn/false_negative": 0.09709488457105292, "mask_rcnn/false_positive": 0.10394245791930379, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 29.25, "time": 0.6803701147437096, "total_loss": 1.3571172961856064} {"data_time": 0.009536589495837688, "eta_seconds": 21070.66531219799, "iteration": 239779, "loss_fcos_cls": 0.17387087270617485, "loss_fcos_ctr": 0.6140514104627073, "loss_fcos_loc": 0.1541330402251333, "loss_mask": 0.23122288566082716, "loss_maskiou": 0.0037640394816662592, "loss_sem_seg": 0.16756971378345042, "lr": 0.001, "mask_rcnn/accuracy": 0.9068103134110788, "mask_rcnn/false_negative": 0.07584818919836234, "mask_rcnn/false_positive": 0.10034755395566644, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 23.5, "time": 0.6976272193714976, "total_loss": 1.3807670201144902} {"data_time": 0.01032621506601572, "eta_seconds": 21062.316317006014, "iteration": 239799, "loss_fcos_cls": 0.1894031526753679, "loss_fcos_ctr": 0.6117283152416348, "loss_fcos_loc": 0.15576880145817995, "loss_mask": 0.23188013769686222, "loss_maskiou": 0.00441754367784597, "loss_sem_seg": 0.19075708836317062, "lr": 0.001, "mask_rcnn/accuracy": 0.8983162677513401, "mask_rcnn/false_negative": 0.09467053527620889, "mask_rcnn/false_positive": 0.132793627457097, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 28.75, "time": 0.7113494602963328, "total_loss": 1.3920556647717603} {"data_time": 0.01060290727764368, "eta_seconds": 21052.838672987185, "iteration": 239819, "loss_fcos_cls": 0.17939350195229053, "loss_fcos_ctr": 0.6127799609676003, "loss_fcos_loc": 0.15272235323209316, "loss_mask": 0.22963016666471958, "loss_maskiou": 0.004065526323756785, "loss_sem_seg": 0.18184437660966069, "lr": 0.001, "mask_rcnn/accuracy": 0.8865601707327135, "mask_rcnn/false_negative": 0.09547623063285879, "mask_rcnn/false_positive": 0.1114732785367196, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 30.0, "time": 0.7017243420705199, "total_loss": 1.3561138823824876} {"data_time": 0.0106873270124197, "eta_seconds": 21042.00843154732, "iteration": 239839, "loss_fcos_cls": 0.17552962503395975, "loss_fcos_ctr": 0.6136037306860089, "loss_fcos_loc": 0.14725289563648403, "loss_mask": 0.24432223569601774, "loss_maskiou": 0.004430601492458663, "loss_sem_seg": 0.1720201123971492, "lr": 0.001, "mask_rcnn/accuracy": 0.8950269358592333, "mask_rcnn/false_negative": 0.10323669879740174, "mask_rcnn/false_positive": 0.12912571899571673, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.0, "time": 0.7094678450375795, "total_loss": 1.3500382169349905} {"data_time": 0.01032094657421112, "eta_seconds": 21028.055307690986, "iteration": 239859, "loss_fcos_cls": 0.1795657284092158, "loss_fcos_ctr": 0.6134796123951674, "loss_fcos_loc": 0.16073510635760613, "loss_mask": 0.2359114089049399, "loss_maskiou": 0.003963727431255393, "loss_sem_seg": 0.1609672314953059, "lr": 0.001, "mask_rcnn/accuracy": 0.889256297757198, "mask_rcnn/false_negative": 0.07162602326439696, "mask_rcnn/false_positive": 0.1303375120294279, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.5, "time": 0.7019774802029133, "total_loss": 1.3690653367957566} {"data_time": 0.009315211325883865, "eta_seconds": 21014.06198479235, "iteration": 239879, "loss_fcos_cls": 0.18792669859249145, "loss_fcos_ctr": 0.612102385610342, "loss_fcos_loc": 0.15210138948168606, "loss_mask": 0.24564050789922476, "loss_maskiou": 0.0038477686612168327, "loss_sem_seg": 0.16426464030519128, "lr": 0.001, "mask_rcnn/accuracy": 0.8924727629146897, "mask_rcnn/false_negative": 0.09627033139652162, "mask_rcnn/false_positive": 0.11460603348872059, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.0, "time": 0.6965837255120277, "total_loss": 1.351131530085695} {"data_time": 0.009175210259854794, "eta_seconds": 21004.005970073864, "iteration": 239899, "loss_fcos_cls": 0.17922424897551537, "loss_fcos_ctr": 0.6136868405155838, "loss_fcos_loc": 0.15890314534772187, "loss_mask": 0.2358739278279245, "loss_maskiou": 0.004383908788440749, "loss_sem_seg": 0.16340237483382225, "lr": 0.001, "mask_rcnn/accuracy": 0.9210778061224489, "mask_rcnn/false_negative": 0.06893585108968533, "mask_rcnn/false_positive": 0.09086873864358218, "roi_head/num_bg_samples": 36.5, "roi_head/num_fg_samples": 29.0, "time": 0.6963657066226006, "total_loss": 1.3657800188811962} {"data_time": 0.010941448621451855, "eta_seconds": 20978.627765036188, "iteration": 239919, "loss_fcos_cls": 0.1790881014894694, "loss_fcos_ctr": 0.6139776632189751, "loss_fcos_loc": 0.157254473073408, "loss_mask": 0.23667031899094582, "loss_maskiou": 0.004137732590606902, "loss_sem_seg": 0.17169843125157058, "lr": 0.001, "mask_rcnn/accuracy": 0.9097614949594295, "mask_rcnn/false_negative": 0.0801811283283663, "mask_rcnn/false_positive": 0.11124273917439861, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 24.0, "time": 0.6898380741477013, "total_loss": 1.3647581283075851} {"data_time": 0.009773682802915573, "eta_seconds": 20972.20269329846, "iteration": 239939, "loss_fcos_cls": 0.1852883092360571, "loss_fcos_ctr": 0.6145412288606167, "loss_fcos_loc": 0.15406073845224455, "loss_mask": 0.23932516993954778, "loss_maskiou": 0.004306899427319877, "loss_sem_seg": 0.1870800091419369, "lr": 0.001, "mask_rcnn/accuracy": 0.8926147649822347, "mask_rcnn/false_negative": 0.08450399878497263, "mask_rcnn/false_positive": 0.12879233504120652, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.75, "time": 0.6801467156037688, "total_loss": 1.3787444102053996} {"data_time": 0.009684575721621513, "eta_seconds": 20958.249596133828, "iteration": 239959, "loss_fcos_cls": 0.18450784089509398, "loss_fcos_ctr": 0.611237314529717, "loss_fcos_loc": 0.1545122202951461, "loss_mask": 0.23186347167938948, "loss_maskiou": 0.0033751730206859065, "loss_sem_seg": 0.16365926759317517, "lr": 0.001, "mask_rcnn/accuracy": 0.9088676969320377, "mask_rcnn/false_negative": 0.07560963927952787, "mask_rcnn/false_positive": 0.09904282289901412, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 23.25, "time": 0.7006762744858861, "total_loss": 1.3623931253678165} {"data_time": 0.010603968985378742, "eta_seconds": 20944.296498969197, "iteration": 239979, "loss_fcos_cls": 0.17661114054499194, "loss_fcos_ctr": 0.615835873875767, "loss_fcos_loc": 0.1549537123646587, "loss_mask": 0.24087273562327027, "loss_maskiou": 0.0039541240366816055, "loss_sem_seg": 0.16737826343160123, "lr": 0.001, "mask_rcnn/accuracy": 0.9074838608912953, "mask_rcnn/false_negative": 0.09130754876696634, "mask_rcnn/false_positive": 0.09542445602285403, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 25.25, "time": 0.6755044115707278, "total_loss": 1.3627261089168314} {"data_time": 0.00980535801500082, "eta_seconds": 20934.232706575654, "iteration": 239999, "loss_fcos_cls": 0.18598245130851865, "loss_fcos_ctr": 0.6148276468738914, "loss_fcos_loc": 0.16210231266450137, "loss_mask": 0.24647778552025557, "loss_maskiou": 0.0037970694102114066, "loss_sem_seg": 0.20078886323608458, "lr": 0.001, "mask_rcnn/accuracy": 0.9002253121643394, "mask_rcnn/false_negative": 0.10507142040218465, "mask_rcnn/false_positive": 0.09381510774415609, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 22.5, "time": 0.6887612948194146, "total_loss": 1.4064131590421312} {"data_time": 0.010327710770070553, "eta_seconds": 20916.395470206626, "iteration": 240019, "loss_fcos_cls": 0.1819922800641507, "loss_fcos_ctr": 0.6155289402231574, "loss_fcos_loc": 0.16287543438374996, "loss_mask": 0.24838622892275453, "loss_maskiou": 0.004185364517979906, "loss_sem_seg": 0.15539126354269683, "lr": 0.001, "mask_rcnn/accuracy": 0.8868314567206192, "mask_rcnn/false_negative": 0.10765785819248144, "mask_rcnn/false_positive": 0.12233778920256436, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 21.75, "time": 0.681481902487576, "total_loss": 1.3693674908918183} {"data_time": 0.011099240742623806, "eta_seconds": 20884.894674709998, "iteration": 240039, "loss_fcos_cls": 0.17957971728174016, "loss_fcos_ctr": 0.6154796597547829, "loss_fcos_loc": 0.1578140195342712, "loss_mask": 0.23880645725876093, "loss_maskiou": 0.004135831524763489, "loss_sem_seg": 0.1727005640277639, "lr": 0.001, "mask_rcnn/accuracy": 0.9064407012805122, "mask_rcnn/false_negative": 0.08907521059374744, "mask_rcnn/false_positive": 0.09899468650212405, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.75, "time": 0.673166062682867, "total_loss": 1.346174998274364} {"data_time": 0.010210736654698849, "eta_seconds": 20854.009996514767, "iteration": 240059, "loss_fcos_cls": 0.181226292042993, "loss_fcos_ctr": 0.6121283853426576, "loss_fcos_loc": 0.15309645247180015, "loss_mask": 0.2270253556780517, "loss_maskiou": 0.0038500338414451107, "loss_sem_seg": 0.14831147133372724, "lr": 0.001, "mask_rcnn/accuracy": 0.9008591208222418, "mask_rcnn/false_negative": 0.10059907247650887, "mask_rcnn/false_positive": 0.10394298373645403, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 24.5, "time": 0.6760252453386784, "total_loss": 1.3386109463463072} {"data_time": 0.011482586152851582, "eta_seconds": 20830.074575320818, "iteration": 240079, "loss_fcos_cls": 0.18129398999735713, "loss_fcos_ctr": 0.6117492131888866, "loss_fcos_loc": 0.1499850939726457, "loss_mask": 0.2311001606285572, "loss_maskiou": 0.0037463518492586445, "loss_sem_seg": 0.16847860580310225, "lr": 0.001, "mask_rcnn/accuracy": 0.8983291179719751, "mask_rcnn/false_negative": 0.08628202553401422, "mask_rcnn/false_positive": 0.10486404217746076, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 21.25, "time": 0.6724923113361001, "total_loss": 1.3707349148389767} {"data_time": 0.011327356100082397, "eta_seconds": 20808.373783766292, "iteration": 240099, "loss_fcos_cls": 0.18056554743088782, "loss_fcos_ctr": 0.6121887378394604, "loss_fcos_loc": 0.1549401585943997, "loss_mask": 0.2340280581265688, "loss_maskiou": 0.003988798529462656, "loss_sem_seg": 0.16399105335585773, "lr": 0.001, "mask_rcnn/accuracy": 0.8960840819040382, "mask_rcnn/false_negative": 0.07998510861806946, "mask_rcnn/false_positive": 0.10989324174757784, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 23.75, "time": 0.6921952581033111, "total_loss": 1.3579107984787697} {"data_time": 0.009586915373802185, "eta_seconds": 20813.057298350148, "iteration": 240119, "loss_fcos_cls": 0.1875556603190489, "loss_fcos_ctr": 0.6130002355203032, "loss_fcos_loc": 0.15952003886923194, "loss_mask": 0.23828933387994766, "loss_maskiou": 0.004212759919028031, "loss_sem_seg": 0.17983658774755895, "lr": 0.001, "mask_rcnn/accuracy": 0.8968609332704767, "mask_rcnn/false_negative": 0.09127346262998492, "mask_rcnn/false_positive": 0.10767120535013061, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 27.0, "time": 0.7139343172311783, "total_loss": 1.3814393096763524} {"data_time": 0.010262605734169483, "eta_seconds": 20805.71652357001, "iteration": 240139, "loss_fcos_cls": 0.18034813459962606, "loss_fcos_ctr": 0.6159782567992806, "loss_fcos_loc": 0.15862790832761675, "loss_mask": 0.23679042514413595, "loss_maskiou": 0.004201496871246491, "loss_sem_seg": 0.17878614598885179, "lr": 0.001, "mask_rcnn/accuracy": 0.8715478039041704, "mask_rcnn/false_negative": 0.10646349878727854, "mask_rcnn/false_positive": 0.14535526956343925, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 37.0, "time": 0.7030793493613601, "total_loss": 1.4021064787812065} {"data_time": 0.00966759491711855, "eta_seconds": 20781.982969058678, "iteration": 240159, "loss_fcos_cls": 0.1756591484299861, "loss_fcos_ctr": 0.6128012090921402, "loss_fcos_loc": 0.15921453043119982, "loss_mask": 0.23807294014841318, "loss_maskiou": 0.004294373931770679, "loss_sem_seg": 0.1786038433201611, "lr": 0.001, "mask_rcnn/accuracy": 0.9034225825836337, "mask_rcnn/false_negative": 0.090206300960146, "mask_rcnn/false_positive": 0.11957288863439819, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 33.25, "time": 0.6970630334690213, "total_loss": 1.3658440810468164} {"data_time": 0.009670225903391838, "eta_seconds": 20740.340900935233, "iteration": 240179, "loss_fcos_cls": 0.19267574895638973, "loss_fcos_ctr": 0.6139508709311485, "loss_fcos_loc": 0.1595153637463227, "loss_mask": 0.2337701329961419, "loss_maskiou": 0.004116373238503002, "loss_sem_seg": 0.17244825791567564, "lr": 0.001, "mask_rcnn/accuracy": 0.8849743920556729, "mask_rcnn/false_negative": 0.10308232686009493, "mask_rcnn/false_positive": 0.13413606095143207, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.5, "time": 0.6901115709915757, "total_loss": 1.3938846508754068} {"data_time": 0.009973456151783466, "eta_seconds": 20734.544383212924, "iteration": 240199, "loss_fcos_cls": 0.17605738271959126, "loss_fcos_ctr": 0.6113510886207223, "loss_fcos_loc": 0.1510027286130935, "loss_mask": 0.2430531894788146, "loss_maskiou": 0.0038959825469646603, "loss_sem_seg": 0.1762859805021435, "lr": 0.001, "mask_rcnn/accuracy": 0.8931808035714286, "mask_rcnn/false_negative": 0.091304356127932, "mask_rcnn/false_positive": 0.11835014845325592, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 31.25, "time": 0.6993481079116464, "total_loss": 1.4004627652197996} {"data_time": 0.010600386187434196, "eta_seconds": 20724.864708683454, "iteration": 240219, "loss_fcos_cls": 0.17896181443938985, "loss_fcos_ctr": 0.6112496657297015, "loss_fcos_loc": 0.1593881961889565, "loss_mask": 0.2377049308270216, "loss_maskiou": 0.004289192002033815, "loss_sem_seg": 0.17082342272624373, "lr": 0.001, "mask_rcnn/accuracy": 0.8840215405438405, "mask_rcnn/false_negative": 0.08268776388200773, "mask_rcnn/false_positive": 0.13612711754417794, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.5, "time": 0.6855875365436077, "total_loss": 1.3527385597390094} {"data_time": 0.010204118676483631, "eta_seconds": 20728.255409448408, "iteration": 240239, "loss_fcos_cls": 0.17730810935609043, "loss_fcos_ctr": 0.6125361979939044, "loss_fcos_loc": 0.155218621075619, "loss_mask": 0.2517087976448238, "loss_maskiou": 0.004265159957867581, "loss_sem_seg": 0.17319285540725105, "lr": 0.001, "mask_rcnn/accuracy": 0.8792820699708455, "mask_rcnn/false_negative": 0.0959654099427248, "mask_rcnn/false_positive": 0.12337153585279731, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 23.0, "time": 0.7047652183100581, "total_loss": 1.3968666740256594} {"data_time": 0.010059920139610767, "eta_seconds": 20729.24288349133, "iteration": 240259, "loss_fcos_cls": 0.17630990641191602, "loss_fcos_ctr": 0.6112497458234429, "loss_fcos_loc": 0.15277594607323408, "loss_mask": 0.22625494748353958, "loss_maskiou": 0.004323931420913141, "loss_sem_seg": 0.1748691056855023, "lr": 0.001, "mask_rcnn/accuracy": 0.9104278956880558, "mask_rcnn/false_negative": 0.08484579213901927, "mask_rcnn/false_positive": 0.10451608787782742, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 22.75, "time": 0.6989653864875436, "total_loss": 1.366975756100146} {"data_time": 0.010034610517323017, "eta_seconds": 20717.598031676374, "iteration": 240279, "loss_fcos_cls": 0.17893541033845395, "loss_fcos_ctr": 0.6150430892594159, "loss_fcos_loc": 0.1547189968987368, "loss_mask": 0.24887621868401766, "loss_maskiou": 0.004074130487424554, "loss_sem_seg": 0.17877004644833505, "lr": 0.001, "mask_rcnn/accuracy": 0.8833591859886325, "mask_rcnn/false_negative": 0.11479281410128844, "mask_rcnn/false_positive": 0.12355520705447223, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 35.5, "time": 0.7002577725797892, "total_loss": 1.3957992022296821} {"data_time": 0.010461023077368736, "eta_seconds": 20697.759136097506, "iteration": 240299, "loss_fcos_cls": 0.17922673048451543, "loss_fcos_ctr": 0.6137568224221468, "loss_fcos_loc": 0.15231259795837104, "loss_mask": 0.23894610349088907, "loss_maskiou": 0.003940085043723229, "loss_sem_seg": 0.14421932538971305, "lr": 0.001, "mask_rcnn/accuracy": 0.8946311283133943, "mask_rcnn/false_negative": 0.08162382843570393, "mask_rcnn/false_positive": 0.1288333444741081, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.0, "time": 0.6807428477331996, "total_loss": 1.341180368915957} {"data_time": 0.00972753670066595, "eta_seconds": 20689.715257837437, "iteration": 240319, "loss_fcos_cls": 0.18986694933846593, "loss_fcos_ctr": 0.6111600319854915, "loss_fcos_loc": 0.15540503594093025, "loss_mask": 0.23624696768820286, "loss_maskiou": 0.004257360509654973, "loss_sem_seg": 0.16949118650518358, "lr": 0.001, "mask_rcnn/accuracy": 0.9028827223824312, "mask_rcnn/false_negative": 0.09708181393489973, "mask_rcnn/false_positive": 0.10227259988567053, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 30.25, "time": 0.6895985566079617, "total_loss": 1.3663566184714} {"data_time": 0.009737039916217327, "eta_seconds": 20678.640215763822, "iteration": 240339, "loss_fcos_cls": 0.177533651702106, "loss_fcos_ctr": 0.6115855583921075, "loss_fcos_loc": 0.1496405943762511, "loss_mask": 0.22282102378085256, "loss_maskiou": 0.003916966390534071, "loss_sem_seg": 0.18006348819471896, "lr": 0.001, "mask_rcnn/accuracy": 0.8915131001831833, "mask_rcnn/false_negative": 0.10205548168923173, "mask_rcnn/false_positive": 0.11378342497918068, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 41.0, "time": 0.7222327832132578, "total_loss": 1.3461741189821623} {"data_time": 0.009883595630526543, "eta_seconds": 20663.52452524472, "iteration": 240359, "loss_fcos_cls": 0.17305320198647678, "loss_fcos_ctr": 0.6127122291363776, "loss_fcos_loc": 0.15455263637704775, "loss_mask": 0.22456688107922673, "loss_maskiou": 0.0038001500433892943, "loss_sem_seg": 0.17462825775146484, "lr": 0.001, "mask_rcnn/accuracy": 0.8888978713551148, "mask_rcnn/false_negative": 0.10187852503192794, "mask_rcnn/false_positive": 0.09794987957468437, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 29.25, "time": 0.6959916148334742, "total_loss": 1.3613338410868892} {"data_time": 0.010446525178849697, "eta_seconds": 20643.533225134946, "iteration": 240379, "loss_fcos_cls": 0.1776749286800623, "loss_fcos_ctr": 0.6142553160898387, "loss_fcos_loc": 0.1558287967054639, "loss_mask": 0.2513000210747123, "loss_maskiou": 0.004042550383019261, "loss_sem_seg": 0.17862284649163485, "lr": 0.001, "mask_rcnn/accuracy": 0.89172759849749, "mask_rcnn/false_negative": 0.11097862002393338, "mask_rcnn/false_positive": 0.10507449767069243, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 21.75, "time": 0.7121314108371735, "total_loss": 1.34755796526224} {"data_time": 0.010162792168557644, "eta_seconds": 20621.539580773562, "iteration": 240399, "loss_fcos_cls": 0.1876241192148882, "loss_fcos_ctr": 0.6142471814528108, "loss_fcos_loc": 0.15860022971173748, "loss_mask": 0.2379295052960515, "loss_maskiou": 0.0039640861068619415, "loss_sem_seg": 0.17606629617512226, "lr": 0.001, "mask_rcnn/accuracy": 0.8651826885817617, "mask_rcnn/false_negative": 0.11433757740224668, "mask_rcnn/false_positive": 0.15013237690982004, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 40.25, "time": 0.699605961330235, "total_loss": 1.3764429073453357} {"data_time": 0.01139147486537695, "eta_seconds": 20599.089527626522, "iteration": 240419, "loss_fcos_cls": 0.18476597929839045, "loss_fcos_ctr": 0.6146032679826021, "loss_fcos_loc": 0.1608173616696149, "loss_mask": 0.23969791317358613, "loss_maskiou": 0.003999208835011814, "loss_sem_seg": 0.17969040106981993, "lr": 0.001, "mask_rcnn/accuracy": 0.8884612557144069, "mask_rcnn/false_negative": 0.0891357078083091, "mask_rcnn/false_positive": 0.13176549449479497, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 24.5, "time": 0.6925140274688601, "total_loss": 1.3614785428280811} {"data_time": 0.010761098004877567, "eta_seconds": 20571.76473769825, "iteration": 240439, "loss_fcos_cls": 0.17972006544005126, "loss_fcos_ctr": 0.6139265904203057, "loss_fcos_loc": 0.1577743917441694, "loss_mask": 0.22664252994582057, "loss_maskiou": 0.0038384540730476147, "loss_sem_seg": 0.1787996580824256, "lr": 0.001, "mask_rcnn/accuracy": 0.899651251310801, "mask_rcnn/false_negative": 0.09235268524327936, "mask_rcnn/false_positive": 0.09753475376116336, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 22.5, "time": 0.6811703760176897, "total_loss": 1.398291374418477} {"data_time": 0.010505677200853825, "eta_seconds": 20563.709545936435, "iteration": 240459, "loss_fcos_cls": 0.18470286845695227, "loss_fcos_ctr": 0.6147924531251192, "loss_fcos_loc": 0.16740778309758753, "loss_mask": 0.2367808958515525, "loss_maskiou": 0.004019933840027079, "loss_sem_seg": 0.16678728233091533, "lr": 0.001, "mask_rcnn/accuracy": 0.883259873393802, "mask_rcnn/false_negative": 0.09013876316672566, "mask_rcnn/false_positive": 0.14994418614625454, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.25, "time": 0.7138197338208556, "total_loss": 1.351616132829804} {"data_time": 0.010145895183086395, "eta_seconds": 20549.787397366017, "iteration": 240479, "loss_fcos_cls": 0.1650462094694376, "loss_fcos_ctr": 0.6115023465827107, "loss_fcos_loc": 0.15060960175469518, "loss_mask": 0.23324629850685596, "loss_maskiou": 0.0035587577294791117, "loss_sem_seg": 0.1755490325158462, "lr": 0.001, "mask_rcnn/accuracy": 0.8959669785309904, "mask_rcnn/false_negative": 0.09957925956102018, "mask_rcnn/false_positive": 0.13288321652821625, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 29.5, "time": 0.6759001286700368, "total_loss": 1.3557425572184911} {"data_time": 0.010190672241151333, "eta_seconds": 20551.616059093736, "iteration": 240499, "loss_fcos_cls": 0.18201092327944934, "loss_fcos_ctr": 0.6155938748270273, "loss_fcos_loc": 0.1649053217843175, "loss_mask": 0.24646869814023376, "loss_maskiou": 0.004638602200429887, "loss_sem_seg": 0.16659712931141257, "lr": 0.001, "mask_rcnn/accuracy": 0.9005438221800348, "mask_rcnn/false_negative": 0.08769186839269436, "mask_rcnn/false_positive": 0.11481315181054544, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 22.0, "time": 0.703966467641294, "total_loss": 1.3881274965096964} {"data_time": 0.010730632580816746, "eta_seconds": 20537.683232369833, "iteration": 240519, "loss_fcos_cls": 0.1817830007057637, "loss_fcos_ctr": 0.615318569354713, "loss_fcos_loc": 0.16235666314605623, "loss_mask": 0.21396558126434684, "loss_maskiou": 0.00362048846000107, "loss_sem_seg": 0.15883475146256387, "lr": 0.001, "mask_rcnn/accuracy": 0.8779064491409212, "mask_rcnn/false_negative": 0.11358028494154998, "mask_rcnn/false_positive": 0.12203768611619131, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.25, "time": 0.684539501555264, "total_loss": 1.3521136827839655} {"data_time": 0.009668976068496704, "eta_seconds": 20508.020951654762, "iteration": 240539, "loss_fcos_cls": 0.17795957543421537, "loss_fcos_ctr": 0.6134082488715649, "loss_fcos_loc": 0.15257316175848246, "loss_mask": 0.23992309160530567, "loss_maskiou": 0.003916693865903653, "loss_sem_seg": 0.17290791543200612, "lr": 0.001, "mask_rcnn/accuracy": 0.8946542902875436, "mask_rcnn/false_negative": 0.08670371361271852, "mask_rcnn/false_positive": 0.14473182278648322, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.0, "time": 0.7236994598060846, "total_loss": 1.3482713869670988} {"data_time": 0.009130869060754776, "eta_seconds": 20494.098803084344, "iteration": 240559, "loss_fcos_cls": 0.18725214526057243, "loss_fcos_ctr": 0.6148627391085029, "loss_fcos_loc": 0.1664488734677434, "loss_mask": 0.25011464674025774, "loss_maskiou": 0.004151225493842503, "loss_sem_seg": 0.16042480361647904, "lr": 0.001, "mask_rcnn/accuracy": 0.8819462614105471, "mask_rcnn/false_negative": 0.09155582995044792, "mask_rcnn/false_positive": 0.13810892160963978, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.75, "time": 0.6946675134822726, "total_loss": 1.3808531699214655} {"data_time": 0.009494462050497532, "eta_seconds": 20469.816766798496, "iteration": 240579, "loss_fcos_cls": 0.17250826070085168, "loss_fcos_ctr": 0.6152535798028111, "loss_fcos_loc": 0.1560947282705456, "loss_mask": 0.2300922996364534, "loss_maskiou": 0.00409792867503711, "loss_sem_seg": 0.1726685264147818, "lr": 0.001, "mask_rcnn/accuracy": 0.8983572561425885, "mask_rcnn/false_negative": 0.08320596917364251, "mask_rcnn/false_positive": 0.12485102229025588, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 32.0, "time": 0.6846982352435589, "total_loss": 1.348786477057729} {"data_time": 0.009969064965844154, "eta_seconds": 20451.466655544005, "iteration": 240599, "loss_fcos_cls": 0.1818852557335049, "loss_fcos_ctr": 0.6153670968487859, "loss_fcos_loc": 0.1665127247106284, "loss_mask": 0.23787511652335525, "loss_maskiou": 0.00406042741087731, "loss_sem_seg": 0.18849875475279987, "lr": 0.001, "mask_rcnn/accuracy": 0.8934026377349359, "mask_rcnn/false_negative": 0.09649782821857734, "mask_rcnn/false_positive": 0.13132580516550058, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 28.0, "time": 0.6991410525515676, "total_loss": 1.4065415238510468} {"data_time": 0.010331891477108002, "eta_seconds": 20443.642602217384, "iteration": 240619, "loss_fcos_cls": 0.1814492519479245, "loss_fcos_ctr": 0.6143014840781689, "loss_fcos_loc": 0.15624694782309234, "loss_mask": 0.23403770755976439, "loss_maskiou": 0.004632968222722411, "loss_sem_seg": 0.1726327738724649, "lr": 0.001, "mask_rcnn/accuracy": 0.9051393950437318, "mask_rcnn/false_negative": 0.07384523090141756, "mask_rcnn/false_positive": 0.10399226899404576, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 25.75, "time": 0.7042966578155756, "total_loss": 1.3675783769494956} {"data_time": 0.010098133236169815, "eta_seconds": 20432.58294589352, "iteration": 240639, "loss_fcos_cls": 0.18523985665524378, "loss_fcos_ctr": 0.6129322778433561, "loss_fcos_loc": 0.16151757282204926, "loss_mask": 0.23993614222854376, "loss_maskiou": 0.004347140253230464, "loss_sem_seg": 0.1798522099852562, "lr": 0.001, "mask_rcnn/accuracy": 0.8855064560326719, "mask_rcnn/false_negative": 0.10267338767150051, "mask_rcnn/false_positive": 0.1346940455885088, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.0, "time": 0.7084407825022936, "total_loss": 1.373061041267647} {"data_time": 0.01097977627068758, "eta_seconds": 20417.668545076624, "iteration": 240659, "loss_fcos_cls": 0.17562913964502513, "loss_fcos_ctr": 0.6150358244776726, "loss_fcos_loc": 0.14954321371624246, "loss_mask": 0.2365440339781344, "loss_maskiou": 0.003906895144609734, "loss_sem_seg": 0.1961551341228187, "lr": 0.001, "mask_rcnn/accuracy": 0.9116461167800454, "mask_rcnn/false_negative": 0.0850565815656082, "mask_rcnn/false_positive": 0.10949452709660937, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 32.25, "time": 0.6985890232026577, "total_loss": 1.3653620643526665} {"data_time": 0.010741899721324444, "eta_seconds": 20410.565911661834, "iteration": 240679, "loss_fcos_cls": 0.18706587771885097, "loss_fcos_ctr": 0.6164287962019444, "loss_fcos_loc": 0.16661609220318496, "loss_mask": 0.2455845521762967, "loss_maskiou": 0.00390798706212081, "loss_sem_seg": 0.17738196114078164, "lr": 0.001, "mask_rcnn/accuracy": 0.893193340441055, "mask_rcnn/false_negative": 0.08385021902733748, "mask_rcnn/false_positive": 0.129722577393068, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 29.5, "time": 0.7092268764972687, "total_loss": 1.379738508414448} {"data_time": 0.010710216127336025, "eta_seconds": 20396.643763091415, "iteration": 240699, "loss_fcos_cls": 0.18493876047432423, "loss_fcos_ctr": 0.6114981193095446, "loss_fcos_loc": 0.1541072023101151, "loss_mask": 0.2470217254012823, "loss_maskiou": 0.004621896518074209, "loss_sem_seg": 0.16755243972875178, "lr": 0.001, "mask_rcnn/accuracy": 0.8896776660521961, "mask_rcnn/false_negative": 0.09875452771616258, "mask_rcnn/false_positive": 0.11781116202773577, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7051110370084643, "total_loss": 1.3684108642410138} {"data_time": 0.01046692579984665, "eta_seconds": 20372.41102439165, "iteration": 240719, "loss_fcos_cls": 0.19025355309713632, "loss_fcos_ctr": 0.6136507363989949, "loss_fcos_loc": 0.15758719615405425, "loss_mask": 0.23993440251797438, "loss_maskiou": 0.004079313432157505, "loss_sem_seg": 0.1870076667983085, "lr": 0.001, "mask_rcnn/accuracy": 0.8952644767853737, "mask_rcnn/false_negative": 0.08703685555223152, "mask_rcnn/false_positive": 0.12285400419770738, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.75, "time": 0.6634756531566381, "total_loss": 1.3779885803814977} {"data_time": 0.010515250265598297, "eta_seconds": 20361.9985446129, "iteration": 240739, "loss_fcos_cls": 0.18325318477582186, "loss_fcos_ctr": 0.6132043022662401, "loss_fcos_loc": 0.1500081112026237, "loss_mask": 0.23533349158242345, "loss_maskiou": 0.0041155043873004615, "loss_sem_seg": 0.1866373976226896, "lr": 0.001, "mask_rcnn/accuracy": 0.894047619047619, "mask_rcnn/false_negative": 0.08026517905329955, "mask_rcnn/false_positive": 0.12766674344505038, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.25, "time": 0.6955701727420092, "total_loss": 1.3749396566563519} {"data_time": 0.009714247658848763, "eta_seconds": 20343.266856743954, "iteration": 240759, "loss_fcos_cls": 0.1735732393572107, "loss_fcos_ctr": 0.6124336756765842, "loss_fcos_loc": 0.14929978566942737, "loss_mask": 0.23458066349849105, "loss_maskiou": 0.004328473907662556, "loss_sem_seg": 0.17824238538742065, "lr": 0.001, "mask_rcnn/accuracy": 0.8956529286026337, "mask_rcnn/false_negative": 0.08321102680203157, "mask_rcnn/false_positive": 0.12446304086301169, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.25, "time": 0.6813082974404097, "total_loss": 1.3655598510231357} {"data_time": 0.011036152020096779, "eta_seconds": 20329.35264939349, "iteration": 240779, "loss_fcos_cls": 0.17509391508065164, "loss_fcos_ctr": 0.6138451071456075, "loss_fcos_loc": 0.1507657568436116, "loss_mask": 0.2320700758136809, "loss_maskiou": 0.003514967414957937, "loss_sem_seg": 0.17676120274700224, "lr": 0.001, "mask_rcnn/accuracy": 0.9068435337298517, "mask_rcnn/false_negative": 0.08743411179714125, "mask_rcnn/false_positive": 0.08889793775282342, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 25.75, "time": 0.6959723606705666, "total_loss": 1.3740539245773107} {"data_time": 0.010457311756908894, "eta_seconds": 20315.43844204303, "iteration": 240799, "loss_fcos_cls": 0.17798726307228208, "loss_fcos_ctr": 0.6143819089047611, "loss_fcos_loc": 0.15978438226738945, "loss_mask": 0.25032160617411137, "loss_maskiou": 0.0039046626479830593, "loss_sem_seg": 0.18986376281827688, "lr": 0.001, "mask_rcnn/accuracy": 0.8938708274007277, "mask_rcnn/false_negative": 0.08431803213006349, "mask_rcnn/false_positive": 0.1486206610895112, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 29.25, "time": 0.7049696519970894, "total_loss": 1.388917372954893} {"data_time": 0.00961723830550909, "eta_seconds": 20280.701058070175, "iteration": 240819, "loss_fcos_cls": 0.17763482680311427, "loss_fcos_ctr": 0.615949303843081, "loss_fcos_loc": 0.1618913839920424, "loss_mask": 0.24243217939510942, "loss_maskiou": 0.004094568976142909, "loss_sem_seg": 0.1715092530939728, "lr": 0.001, "mask_rcnn/accuracy": 0.8787156361586781, "mask_rcnn/false_negative": 0.0940422172552487, "mask_rcnn/false_positive": 0.13067243969317316, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 30.25, "time": 0.6944128321483731, "total_loss": 1.3763598394252767} {"data_time": 0.011451082304120064, "eta_seconds": 20255.574072336778, "iteration": 240839, "loss_fcos_cls": 0.1803362158825621, "loss_fcos_ctr": 0.6140942666679621, "loss_fcos_loc": 0.16096838633529842, "loss_mask": 0.23816921655088663, "loss_maskiou": 0.004499527045481955, "loss_sem_seg": 0.16959734144620597, "lr": 0.001, "mask_rcnn/accuracy": 0.9034570451314854, "mask_rcnn/false_negative": 0.0803791270644844, "mask_rcnn/false_positive": 0.12409708094953592, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 30.5, "time": 0.6854710103943944, "total_loss": 1.4126515803072834} {"data_time": 0.010609971359372139, "eta_seconds": 20241.681836767122, "iteration": 240859, "loss_fcos_cls": 0.18359988229349256, "loss_fcos_ctr": 0.6114792162552476, "loss_fcos_loc": 0.15369750937679783, "loss_mask": 0.23526655416935682, "loss_maskiou": 0.0038512084684043657, "loss_sem_seg": 0.17198978550732136, "lr": 0.001, "mask_rcnn/accuracy": 0.9061068871993242, "mask_rcnn/false_negative": 0.08681300435654624, "mask_rcnn/false_positive": 0.11635394261211432, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.5, "time": 0.7163540907204151, "total_loss": 1.3719174934158218} {"data_time": 0.010994991287589073, "eta_seconds": 20233.47978622187, "iteration": 240879, "loss_fcos_cls": 0.18331508568371646, "loss_fcos_ctr": 0.6132743209600449, "loss_fcos_loc": 0.15022704715374857, "loss_mask": 0.24078764952719212, "loss_maskiou": 0.004100937446310127, "loss_sem_seg": 0.1661060731858015, "lr": 0.001, "mask_rcnn/accuracy": 0.8713632295023273, "mask_rcnn/false_negative": 0.10184689652151527, "mask_rcnn/false_positive": 0.15661584182213684, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 25.0, "time": 0.6963319126516581, "total_loss": 1.3658411756678106} {"data_time": 0.010434145107865334, "eta_seconds": 20208.107828349806, "iteration": 240899, "loss_fcos_cls": 0.18682374467607588, "loss_fcos_ctr": 0.6134330043569207, "loss_fcos_loc": 0.16049796977313235, "loss_mask": 0.23476115753874183, "loss_maskiou": 0.00393493652336474, "loss_sem_seg": 0.19487574696540833, "lr": 0.001, "mask_rcnn/accuracy": 0.8967916333199947, "mask_rcnn/false_negative": 0.08505021621303577, "mask_rcnn/false_positive": 0.12411263356071106, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.75, "time": 0.6778553137555718, "total_loss": 1.3842626073746942} {"data_time": 0.010678954422473907, "eta_seconds": 20195.80530063249, "iteration": 240919, "loss_fcos_cls": 0.1845004411879927, "loss_fcos_ctr": 0.6144786127842963, "loss_fcos_loc": 0.16193596564698964, "loss_mask": 0.22715283930301666, "loss_maskiou": 0.0037884762277826667, "loss_sem_seg": 0.19171912712045014, "lr": 0.001, "mask_rcnn/accuracy": 0.9059513242431476, "mask_rcnn/false_negative": 0.08283616601012368, "mask_rcnn/false_positive": 0.11160247489196509, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 27.0, "time": 0.6920196302235126, "total_loss": 1.4035931261096266} {"data_time": 0.009802659973502159, "eta_seconds": 20195.84265903756, "iteration": 240939, "loss_fcos_cls": 0.18144109018612653, "loss_fcos_ctr": 0.6123514696955681, "loss_fcos_loc": 0.15385000966489315, "loss_mask": 0.23857411742210388, "loss_maskiou": 0.004369429771031719, "loss_sem_seg": 0.1711894089821726, "lr": 0.001, "mask_rcnn/accuracy": 0.8934295188094581, "mask_rcnn/false_negative": 0.0867665458116395, "mask_rcnn/false_positive": 0.12085494394926002, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 24.0, "time": 0.7113820062950253, "total_loss": 1.3692734452561126} {"data_time": 0.010651467368006706, "eta_seconds": 20184.00259105023, "iteration": 240959, "loss_fcos_cls": 0.18918479839339852, "loss_fcos_ctr": 0.6160508743487298, "loss_fcos_loc": 0.1691775405779481, "loss_mask": 0.24706966010853648, "loss_maskiou": 0.004728932064608671, "loss_sem_seg": 0.1737850948702544, "lr": 0.001, "mask_rcnn/accuracy": 0.8924410635964912, "mask_rcnn/false_negative": 0.09679844815484845, "mask_rcnn/false_positive": 0.13175160326873014, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 37.75, "time": 0.7096497984603047, "total_loss": 1.396610842395603} {"data_time": 0.010797210037708282, "eta_seconds": 20178.13801824022, "iteration": 240979, "loss_fcos_cls": 0.18977588205598295, "loss_fcos_ctr": 0.6175225544720888, "loss_fcos_loc": 0.15990776562830433, "loss_mask": 0.24114037491381168, "loss_maskiou": 0.004339006329246331, "loss_sem_seg": 0.17970570619218051, "lr": 0.001, "mask_rcnn/accuracy": 0.9005898006352002, "mask_rcnn/false_negative": 0.07379522389590384, "mask_rcnn/false_positive": 0.12400813259472457, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 32.75, "time": 0.68968606274575, "total_loss": 1.4144118098629406} {"data_time": 0.009228086099028587, "eta_seconds": 20173.878092117608, "iteration": 240999, "loss_fcos_cls": 0.18224854650907218, "loss_fcos_ctr": 0.6138422098010778, "loss_fcos_loc": 0.15912589454092085, "loss_mask": 0.2434222181327641, "loss_maskiou": 0.003870533710141899, "loss_sem_seg": 0.17672781110741198, "lr": 0.001, "mask_rcnn/accuracy": 0.8883212503115222, "mask_rcnn/false_negative": 0.0902200254526491, "mask_rcnn/false_positive": 0.13251191880761073, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.25, "time": 0.6952727688476443, "total_loss": 1.3802257523639128} {"data_time": 0.010667640715837479, "eta_seconds": 20168.151873504743, "iteration": 241019, "loss_fcos_cls": 0.17322094412520528, "loss_fcos_ctr": 0.6117087239399552, "loss_fcos_loc": 0.15288385708117858, "loss_mask": 0.23796276561915874, "loss_maskiou": 0.0041034466194105335, "loss_sem_seg": 0.17945357272401452, "lr": 0.001, "mask_rcnn/accuracy": 0.8960530224748127, "mask_rcnn/false_negative": 0.09983419502400882, "mask_rcnn/false_positive": 0.11664296295324104, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 27.75, "time": 0.7133076535537839, "total_loss": 1.3648703035505605} {"data_time": 0.009952777996659279, "eta_seconds": 20179.737306091934, "iteration": 241039, "loss_fcos_cls": 0.18594069965183735, "loss_fcos_ctr": 0.6127274809405208, "loss_fcos_loc": 0.1570394984446466, "loss_mask": 0.24064204981550574, "loss_maskiou": 0.003973586761276238, "loss_sem_seg": 0.17512002610601485, "lr": 0.001, "mask_rcnn/accuracy": 0.8966694745938326, "mask_rcnn/false_negative": 0.08695143068545198, "mask_rcnn/false_positive": 0.13044732054830876, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 31.0, "time": 0.6995135443285108, "total_loss": 1.3571198197678314} {"data_time": 0.009988450445234776, "eta_seconds": 20185.341861929744, "iteration": 241059, "loss_fcos_cls": 0.18138657213421538, "loss_fcos_ctr": 0.6104233344085515, "loss_fcos_loc": 0.15376806061249226, "loss_mask": 0.24213164672255516, "loss_maskiou": 0.004558733657177072, "loss_sem_seg": 0.1738818595185876, "lr": 0.001, "mask_rcnn/accuracy": 0.898140506202481, "mask_rcnn/false_negative": 0.09834455341377427, "mask_rcnn/false_positive": 0.11438505283702685, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.75, "time": 0.7102854112163186, "total_loss": 1.3755188791037654} {"data_time": 0.010409739799797535, "eta_seconds": 20176.18358091172, "iteration": 241079, "loss_fcos_cls": 0.1785102669382468, "loss_fcos_ctr": 0.6128664705902338, "loss_fcos_loc": 0.15258367359638214, "loss_mask": 0.2168052177876234, "loss_maskiou": 0.003948241574107669, "loss_sem_seg": 0.1639258023351431, "lr": 0.001, "mask_rcnn/accuracy": 0.9018459285888268, "mask_rcnn/false_negative": 0.08097382871781071, "mask_rcnn/false_positive": 0.1277394664683865, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.0, "time": 0.6890289466828108, "total_loss": 1.3400375368664754} {"data_time": 0.010246220976114273, "eta_seconds": 20158.913008418866, "iteration": 241099, "loss_fcos_cls": 0.17261173855513334, "loss_fcos_ctr": 0.6125330096110702, "loss_fcos_loc": 0.16034243418835104, "loss_mask": 0.235628520604223, "loss_maskiou": 0.004245850635925308, "loss_sem_seg": 0.18190759047865868, "lr": 0.001, "mask_rcnn/accuracy": 0.880224216123231, "mask_rcnn/false_negative": 0.08525894945860643, "mask_rcnn/false_positive": 0.1290870827026233, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.5, "time": 0.6832331959158182, "total_loss": 1.3724645016845898} {"data_time": 0.011295860633254051, "eta_seconds": 20143.49394680187, "iteration": 241119, "loss_fcos_cls": 0.17707275913562626, "loss_fcos_ctr": 0.6125286612659693, "loss_fcos_loc": 0.15132328390609473, "loss_mask": 0.23946792539209127, "loss_maskiou": 0.004337404651096222, "loss_sem_seg": 0.162171610747464, "lr": 0.001, "mask_rcnn/accuracy": 0.8818956711366173, "mask_rcnn/false_negative": 0.10594439988084396, "mask_rcnn/false_positive": 0.12743741916187998, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.5, "time": 0.706666043959558, "total_loss": 1.3560536945587955} {"data_time": 0.010341373272240162, "eta_seconds": 20119.23932494037, "iteration": 241139, "loss_fcos_cls": 0.18484692857600749, "loss_fcos_ctr": 0.6135172871872783, "loss_fcos_loc": 0.15520622639451176, "loss_mask": 0.24193457141518593, "loss_maskiou": 0.004744476904306794, "loss_sem_seg": 0.18567612627521157, "lr": 0.001, "mask_rcnn/accuracy": 0.8856261437323467, "mask_rcnn/false_negative": 0.11567129999106143, "mask_rcnn/false_positive": 0.10216238777667087, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 23.5, "time": 0.6796293957158923, "total_loss": 1.3855204585779575} {"data_time": 0.011096824891865253, "eta_seconds": 20103.485919220373, "iteration": 241159, "loss_fcos_cls": 0.18102832743898034, "loss_fcos_ctr": 0.611687429016456, "loss_fcos_loc": 0.15707933192607015, "loss_mask": 0.2339325463399291, "loss_maskiou": 0.004294121561542852, "loss_sem_seg": 0.1708793854340911, "lr": 0.001, "mask_rcnn/accuracy": 0.9100536121724643, "mask_rcnn/false_negative": 0.09441934249736994, "mask_rcnn/false_positive": 0.12862214835359367, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 22.75, "time": 0.6810212330892682, "total_loss": 1.3524745792637987} {"data_time": 0.010708693414926529, "eta_seconds": 20092.706125575118, "iteration": 241179, "loss_fcos_cls": 0.16883035883074626, "loss_fcos_ctr": 0.6095242248848081, "loss_fcos_loc": 0.15175362839363515, "loss_mask": 0.2182750473730266, "loss_maskiou": 0.0038023707038519206, "loss_sem_seg": 0.17072354443371296, "lr": 0.001, "mask_rcnn/accuracy": 0.910759339057444, "mask_rcnn/false_negative": 0.07239779741489188, "mask_rcnn/false_positive": 0.09982174312919996, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 25.75, "time": 0.6939969230443239, "total_loss": 1.3079939128656406} {"data_time": 0.00938466377556324, "eta_seconds": 20068.250894401222, "iteration": 241199, "loss_fcos_cls": 0.17031720757950097, "loss_fcos_ctr": 0.6130517637357116, "loss_fcos_loc": 0.15246031526476145, "loss_mask": 0.23225638596341014, "loss_maskiou": 0.00438663455133792, "loss_sem_seg": 0.17820304387714714, "lr": 0.001, "mask_rcnn/accuracy": 0.8992687305587093, "mask_rcnn/false_negative": 0.08986769743430287, "mask_rcnn/false_positive": 0.13070516051952105, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 28.25, "time": 0.6797258211299777, "total_loss": 1.3794729109285981} {"data_time": 0.010509864427149296, "eta_seconds": 20054.315092939883, "iteration": 241219, "loss_fcos_cls": 0.17784873326309025, "loss_fcos_ctr": 0.6121054822579026, "loss_fcos_loc": 0.15627848042640835, "loss_mask": 0.23196920286864042, "loss_maskiou": 0.003985264542279765, "loss_sem_seg": 0.15592619264498353, "lr": 0.001, "mask_rcnn/accuracy": 0.8967143786597267, "mask_rcnn/false_negative": 0.09038345706680787, "mask_rcnn/false_positive": 0.12050821074931006, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 38.0, "time": 0.694882845506072, "total_loss": 1.3388237716208096} {"data_time": 0.010689950548112392, "eta_seconds": 20028.082159414887, "iteration": 241239, "loss_fcos_cls": 0.17441881936974823, "loss_fcos_ctr": 0.6107412744313478, "loss_fcos_loc": 0.15345447207801044, "loss_mask": 0.23302348144352436, "loss_maskiou": 0.003974020179157378, "loss_sem_seg": 0.1623667194508016, "lr": 0.001, "mask_rcnn/accuracy": 0.9140530471081714, "mask_rcnn/false_negative": 0.07188974393055371, "mask_rcnn/false_positive": 0.09547530911990022, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 29.25, "time": 0.6974311452358961, "total_loss": 1.3342073358217021} {"data_time": 0.010126625187695026, "eta_seconds": 20014.154909208417, "iteration": 241259, "loss_fcos_cls": 0.18224690319038928, "loss_fcos_ctr": 0.6119482768699527, "loss_fcos_loc": 0.15175849199295044, "loss_mask": 0.2387246321886778, "loss_maskiou": 0.004259523853761493, "loss_sem_seg": 0.18064439855515957, "lr": 0.001, "mask_rcnn/accuracy": 0.9135358605013868, "mask_rcnn/false_negative": 0.07559940278557173, "mask_rcnn/false_positive": 0.09606849607034783, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 23.5, "time": 0.707386638969183, "total_loss": 1.3852807254625077} {"data_time": 0.010099782608449459, "eta_seconds": 20015.751855529845, "iteration": 241279, "loss_fcos_cls": 0.178019838524051, "loss_fcos_ctr": 0.6143689481541514, "loss_fcos_loc": 0.1607235127594322, "loss_mask": 0.24508425034582615, "loss_maskiou": 0.004375273725599982, "loss_sem_seg": 0.16304328618571162, "lr": 0.001, "mask_rcnn/accuracy": 0.8859403988868275, "mask_rcnn/false_negative": 0.08876294722538355, "mask_rcnn/false_positive": 0.13761779266023985, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 25.0, "time": 0.701191377826035, "total_loss": 1.3898351652078418} {"data_time": 0.010032941587269306, "eta_seconds": 20006.050990286283, "iteration": 241299, "loss_fcos_cls": 0.17576103250030428, "loss_fcos_ctr": 0.6133620990440249, "loss_fcos_loc": 0.1559523667092435, "loss_mask": 0.23658330086618662, "loss_maskiou": 0.003674022162158508, "loss_sem_seg": 0.17857032571919262, "lr": 0.001, "mask_rcnn/accuracy": 0.9024940574685473, "mask_rcnn/false_negative": 0.0877991549720839, "mask_rcnn/false_positive": 0.10427333909509531, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 21.75, "time": 0.697623735293746, "total_loss": 1.3633987232969957} {"data_time": 0.01032214518636465, "eta_seconds": 19987.87573442608, "iteration": 241319, "loss_fcos_cls": 0.17294641479384154, "loss_fcos_ctr": 0.6123353489674628, "loss_fcos_loc": 0.14756493596360087, "loss_mask": 0.2313274247571826, "loss_maskiou": 0.0038702680758433416, "loss_sem_seg": 0.16616050712764263, "lr": 0.001, "mask_rcnn/accuracy": 0.8958562483434933, "mask_rcnn/false_negative": 0.07617697048320105, "mask_rcnn/false_positive": 0.12612470754891764, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 28.25, "time": 0.6708836555480957, "total_loss": 1.3514183253028023} {"data_time": 0.010220838710665703, "eta_seconds": 19962.7650972493, "iteration": 241339, "loss_fcos_cls": 0.1836222824640572, "loss_fcos_ctr": 0.6160171451047063, "loss_fcos_loc": 0.16107602755073458, "loss_mask": 0.23943314887583256, "loss_maskiou": 0.004147109564655693, "loss_sem_seg": 0.16321264440193772, "lr": 0.001, "mask_rcnn/accuracy": 0.869123647722978, "mask_rcnn/false_negative": 0.09762653519633918, "mask_rcnn/false_positive": 0.1279806575416208, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 23.75, "time": 0.6998865427449346, "total_loss": 1.3664606220954738} {"data_time": 0.009682324714958668, "eta_seconds": 19954.775241751224, "iteration": 241359, "loss_fcos_cls": 0.1757875676266849, "loss_fcos_ctr": 0.6122863097116351, "loss_fcos_loc": 0.1496950143482536, "loss_mask": 0.2279056217521429, "loss_maskiou": 0.004512656894803513, "loss_sem_seg": 0.17489755107089877, "lr": 0.001, "mask_rcnn/accuracy": 0.9057963312136448, "mask_rcnn/false_negative": 0.0798148522490472, "mask_rcnn/false_positive": 0.12504880139710503, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.25, "time": 0.7108431765809655, "total_loss": 1.3808246327594134} {"data_time": 0.0109282610937953, "eta_seconds": 19914.839888941497, "iteration": 241379, "loss_fcos_cls": 0.16977818065788597, "loss_fcos_ctr": 0.6086476240307093, "loss_fcos_loc": 0.15087785583455116, "loss_mask": 0.2339683505706489, "loss_maskiou": 0.004128184493310982, "loss_sem_seg": 0.1646182327531278, "lr": 0.001, "mask_rcnn/accuracy": 0.8857819963783575, "mask_rcnn/false_negative": 0.09701933890651498, "mask_rcnn/false_positive": 0.126525905055485, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 26.5, "time": 0.6844600196927786, "total_loss": 1.307449244075542} {"data_time": 0.009604044258594513, "eta_seconds": 19916.664157763124, "iteration": 241399, "loss_fcos_cls": 0.18130739883054048, "loss_fcos_ctr": 0.613701201044023, "loss_fcos_loc": 0.15365046681836247, "loss_mask": 0.23536588693968952, "loss_maskiou": 0.0038313366799229698, "loss_sem_seg": 0.17511479975655675, "lr": 0.001, "mask_rcnn/accuracy": 0.8875652983965863, "mask_rcnn/false_negative": 0.10318334011523789, "mask_rcnn/false_positive": 0.1317750403305616, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.0, "time": 0.7083217417821288, "total_loss": 1.3436411556631356} {"data_time": 0.009696371853351593, "eta_seconds": 19924.049033163115, "iteration": 241419, "loss_fcos_cls": 0.1823513088747859, "loss_fcos_ctr": 0.6139765218831599, "loss_fcos_loc": 0.1579145611030981, "loss_mask": 0.24330051569268107, "loss_maskiou": 0.004263049304427113, "loss_sem_seg": 0.17371049872599542, "lr": 0.001, "mask_rcnn/accuracy": 0.8918549843619223, "mask_rcnn/false_negative": 0.08377086591451538, "mask_rcnn/false_positive": 0.11089899595123752, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 32.25, "time": 0.7139953160658479, "total_loss": 1.4001555841241498} {"data_time": 0.009516570717096329, "eta_seconds": 19908.463897897862, "iteration": 241439, "loss_fcos_cls": 0.17595946602523327, "loss_fcos_ctr": 0.6111218826845288, "loss_fcos_loc": 0.15085978532442823, "loss_mask": 0.24259155429899693, "loss_maskiou": 0.0037584161254926585, "loss_sem_seg": 0.1568246377282776, "lr": 0.001, "mask_rcnn/accuracy": 0.8904095406311345, "mask_rcnn/false_negative": 0.09476377418803567, "mask_rcnn/false_positive": 0.13147244111142045, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 25.0, "time": 0.686264923773706, "total_loss": 1.365567609079335} {"data_time": 0.009469971992075443, "eta_seconds": 19896.164705766365, "iteration": 241459, "loss_fcos_cls": 0.18668137129861861, "loss_fcos_ctr": 0.6133310794830322, "loss_fcos_loc": 0.15998510480858386, "loss_mask": 0.24631699733436108, "loss_maskiou": 0.004682758553826716, "loss_sem_seg": 0.17424783227033913, "lr": 0.001, "mask_rcnn/accuracy": 0.8951002524025484, "mask_rcnn/false_negative": 0.08132761828524573, "mask_rcnn/false_positive": 0.15477233839950602, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 24.25, "time": 0.7073953673243523, "total_loss": 1.3746644218626898} {"data_time": 0.010780476033687592, "eta_seconds": 19885.08032154478, "iteration": 241479, "loss_fcos_cls": 0.18188687192741781, "loss_fcos_ctr": 0.6113980645313859, "loss_fcos_loc": 0.15479530300945044, "loss_mask": 0.23980248300358653, "loss_maskiou": 0.003879704512655735, "loss_sem_seg": 0.17599458969198167, "lr": 0.001, "mask_rcnn/accuracy": 0.8904761904761904, "mask_rcnn/false_negative": 0.09145536247427172, "mask_rcnn/false_positive": 0.14071970369524528, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 25.75, "time": 0.689652550034225, "total_loss": 1.3650888264091918} {"data_time": 0.01093650609254837, "eta_seconds": 19868.280378369614, "iteration": 241499, "loss_fcos_cls": 0.18925795378163457, "loss_fcos_ctr": 0.6156070036813617, "loss_fcos_loc": 0.1641048890305683, "loss_mask": 0.23240446904674172, "loss_maskiou": 0.0041078945505432785, "loss_sem_seg": 0.1773749536368996, "lr": 0.001, "mask_rcnn/accuracy": 0.8965451710987425, "mask_rcnn/false_negative": 0.07976210862940587, "mask_rcnn/false_positive": 0.11468278009927965, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.25, "time": 0.7054302925243974, "total_loss": 1.3765471411388717} {"data_time": 0.010017919354140759, "eta_seconds": 19858.9055275945, "iteration": 241519, "loss_fcos_cls": 0.1922874022857286, "loss_fcos_ctr": 0.6122100185602903, "loss_fcos_loc": 0.15682681347243488, "loss_mask": 0.2378992410376668, "loss_maskiou": 0.003940032856917242, "loss_sem_seg": 0.17313380306586623, "lr": 0.001, "mask_rcnn/accuracy": 0.8871777721407512, "mask_rcnn/false_negative": 0.10768836184514194, "mask_rcnn/false_positive": 0.12399616361087039, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 24.5, "time": 0.6907436177134514, "total_loss": 1.3612919745864929} {"data_time": 0.010144297033548355, "eta_seconds": 19840.396050972864, "iteration": 241539, "loss_fcos_cls": 0.1787658910616301, "loss_fcos_ctr": 0.6129617663100362, "loss_fcos_loc": 0.1554346719640307, "loss_mask": 0.23602959187701344, "loss_maskiou": 0.004110526799195213, "loss_sem_seg": 0.17770787689369172, "lr": 0.001, "mask_rcnn/accuracy": 0.9028300345383595, "mask_rcnn/false_negative": 0.08042648302589633, "mask_rcnn/false_positive": 0.1139796754154287, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 33.0, "time": 0.6966029815375805, "total_loss": 1.3681475386256352} {"data_time": 0.010264348238706589, "eta_seconds": 19824.817818707787, "iteration": 241559, "loss_fcos_cls": 0.18081440776586533, "loss_fcos_ctr": 0.6148257926106453, "loss_fcos_loc": 0.16208620218094438, "loss_mask": 0.23929192358627915, "loss_maskiou": 0.004786944788065739, "loss_sem_seg": 0.17557147797197104, "lr": 0.001, "mask_rcnn/accuracy": 0.8713101311953353, "mask_rcnn/false_negative": 0.09857757741418333, "mask_rcnn/false_positive": 0.1498561869054416, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.0, "time": 0.6889701848849654, "total_loss": 1.3886936573453568} {"data_time": 0.009872853755950928, "eta_seconds": 19817.623810384423, "iteration": 241579, "loss_fcos_cls": 0.1850784916896373, "loss_fcos_ctr": 0.6130629740655422, "loss_fcos_loc": 0.15811160660814494, "loss_mask": 0.2414330206811428, "loss_maskiou": 0.004467077480512671, "loss_sem_seg": 0.1595225086202845, "lr": 0.001, "mask_rcnn/accuracy": 0.9060669630755528, "mask_rcnn/false_negative": 0.08609319030930399, "mask_rcnn/false_positive": 0.11471892040572493, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 27.0, "time": 0.7122280430048704, "total_loss": 1.367659344425192} {"data_time": 0.010122809559106827, "eta_seconds": 19796.935792311095, "iteration": 241599, "loss_fcos_cls": 0.17048706533387303, "loss_fcos_ctr": 0.6102611189708114, "loss_fcos_loc": 0.14489605859853327, "loss_mask": 0.22893205378204584, "loss_maskiou": 0.0036814555423916318, "loss_sem_seg": 0.16058649905608036, "lr": 0.001, "mask_rcnn/accuracy": 0.910976345083488, "mask_rcnn/false_negative": 0.07930994502962994, "mask_rcnn/false_positive": 0.09333089668206282, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.0, "time": 0.6837658286094666, "total_loss": 1.3308120997644437} {"data_time": 0.010266240686178207, "eta_seconds": 19767.74139859155, "iteration": 241619, "loss_fcos_cls": 0.18858823331538588, "loss_fcos_ctr": 0.6097770128399134, "loss_fcos_loc": 0.1500729297986254, "loss_mask": 0.24513572920113802, "loss_maskiou": 0.004593906502122991, "loss_sem_seg": 0.17772107408381999, "lr": 0.001, "mask_rcnn/accuracy": 0.9080214116896759, "mask_rcnn/false_negative": 0.07529979283751786, "mask_rcnn/false_positive": 0.1008794204808798, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 24.25, "time": 0.6891389060765505, "total_loss": 1.3817015409003943} {"data_time": 0.010449583642184734, "eta_seconds": 19748.98340171855, "iteration": 241639, "loss_fcos_cls": 0.17606901191174984, "loss_fcos_ctr": 0.6120437914505601, "loss_fcos_loc": 0.16079764184542, "loss_mask": 0.23959043342620134, "loss_maskiou": 0.0037941936097922735, "loss_sem_seg": 0.16256056912243366, "lr": 0.001, "mask_rcnn/accuracy": 0.9157429669455909, "mask_rcnn/false_negative": 0.08107416276929813, "mask_rcnn/false_positive": 0.10453518575667349, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 27.75, "time": 0.6941625019535422, "total_loss": 1.3673544091288932} {"data_time": 0.009592114016413689, "eta_seconds": 19739.88087021187, "iteration": 241659, "loss_fcos_cls": 0.19285404204856604, "loss_fcos_ctr": 0.6119795171543956, "loss_fcos_loc": 0.15427520079538226, "loss_mask": 0.24369512870907784, "loss_maskiou": 0.004154137997829821, "loss_sem_seg": 0.19308549351990223, "lr": 0.001, "mask_rcnn/accuracy": 0.9044859965262702, "mask_rcnn/false_negative": 0.08964490475996095, "mask_rcnn/false_positive": 0.10666425251956055, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 24.75, "time": 0.7011167053133249, "total_loss": 1.3944144334254815} {"data_time": 0.01013110764324665, "eta_seconds": 19725.95060602203, "iteration": 241679, "loss_fcos_cls": 0.18167801527306437, "loss_fcos_ctr": 0.6150511838495731, "loss_fcos_loc": 0.16282021184451878, "loss_mask": 0.23149557691067457, "loss_maskiou": 0.004439996650035027, "loss_sem_seg": 0.1640547038987279, "lr": 0.001, "mask_rcnn/accuracy": 0.9115053961836307, "mask_rcnn/false_negative": 0.07356441220777359, "mask_rcnn/false_positive": 0.1068675319565868, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.0, "time": 0.7035150779411197, "total_loss": 1.3552558044029865} {"data_time": 0.009973796084523201, "eta_seconds": 19712.02034183219, "iteration": 241699, "loss_fcos_cls": 0.17370903358096257, "loss_fcos_ctr": 0.6144448630511761, "loss_fcos_loc": 0.15783534466754645, "loss_mask": 0.23380888579413295, "loss_maskiou": 0.00391343774026609, "loss_sem_seg": 0.1896860613487661, "lr": 0.001, "mask_rcnn/accuracy": 0.89525514312005, "mask_rcnn/false_negative": 0.08410020958603168, "mask_rcnn/false_positive": 0.14323896809177672, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 28.0, "time": 0.7121690567582846, "total_loss": 1.3736431225115666} {"data_time": 0.009960372932255268, "eta_seconds": 19713.28971312102, "iteration": 241719, "loss_fcos_cls": 0.1883432762697339, "loss_fcos_ctr": 0.6118911616504192, "loss_fcos_loc": 0.15269995626294985, "loss_mask": 0.2484038700349629, "loss_maskiou": 0.0044485945927590365, "loss_sem_seg": 0.1637133713811636, "lr": 0.001, "mask_rcnn/accuracy": 0.8989732686784735, "mask_rcnn/false_negative": 0.09177329586529852, "mask_rcnn/false_positive": 0.1160827652546933, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 25.0, "time": 0.7090951558202505, "total_loss": 1.3797465772586293} {"data_time": 0.009798470884561539, "eta_seconds": 19703.806141691282, "iteration": 241739, "loss_fcos_cls": 0.18521083617815748, "loss_fcos_ctr": 0.6122905313968658, "loss_fcos_loc": 0.1549539944389835, "loss_mask": 0.24866221193224192, "loss_maskiou": 0.0043437353961053304, "loss_sem_seg": 0.1678262036293745, "lr": 0.001, "mask_rcnn/accuracy": 0.889061093854327, "mask_rcnn/false_negative": 0.08353458576051678, "mask_rcnn/false_positive": 0.1391042702343716, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.75, "time": 0.709869034588337, "total_loss": 1.3604588926828} {"data_time": 0.010311177931725979, "eta_seconds": 19698.552377798595, "iteration": 241759, "loss_fcos_cls": 0.18257902725599706, "loss_fcos_ctr": 0.613808199763298, "loss_fcos_loc": 0.15908867039252073, "loss_mask": 0.2471695989370346, "loss_maskiou": 0.003884669378749095, "loss_sem_seg": 0.17384205909911543, "lr": 0.001, "mask_rcnn/accuracy": 0.8838972759477559, "mask_rcnn/false_negative": 0.11348665831893576, "mask_rcnn/false_positive": 0.12625217662466334, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 40.75, "time": 0.7013097396120429, "total_loss": 1.3814657076873118} {"data_time": 0.010149187408387661, "eta_seconds": 19678.166199389845, "iteration": 241779, "loss_fcos_cls": 0.18115676345769316, "loss_fcos_ctr": 0.6119098905473948, "loss_fcos_loc": 0.15587303170468658, "loss_mask": 0.242320341989398, "loss_maskiou": 0.0038430878485087305, "loss_sem_seg": 0.17781579587608576, "lr": 0.001, "mask_rcnn/accuracy": 0.9129483053253404, "mask_rcnn/false_negative": 0.07259669415544467, "mask_rcnn/false_positive": 0.10028492356659727, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 26.5, "time": 0.6809726068750024, "total_loss": 1.3978983347878966} {"data_time": 0.010398682206869125, "eta_seconds": 19660.726980805397, "iteration": 241799, "loss_fcos_cls": 0.17848429211881012, "loss_fcos_ctr": 0.6122840996831656, "loss_fcos_loc": 0.15665216906927526, "loss_mask": 0.23249483853578568, "loss_maskiou": 0.0039318857016041875, "loss_sem_seg": 0.17091673950199038, "lr": 0.001, "mask_rcnn/accuracy": 0.8974803428772825, "mask_rcnn/false_negative": 0.08698952043606312, "mask_rcnn/false_positive": 0.11935037499749312, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 29.5, "time": 0.6988851595669985, "total_loss": 1.3759878175187623} {"data_time": 0.009642851538956165, "eta_seconds": 19643.58464712929, "iteration": 241819, "loss_fcos_cls": 0.19104750885162503, "loss_fcos_ctr": 0.6125018894672394, "loss_fcos_loc": 0.15819926117546856, "loss_mask": 0.22247056337073445, "loss_maskiou": 0.0033899167319759727, "loss_sem_seg": 0.18375253351405263, "lr": 0.001, "mask_rcnn/accuracy": 0.9110132762782532, "mask_rcnn/false_negative": 0.07555704090183749, "mask_rcnn/false_positive": 0.11570463449374808, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.75, "time": 0.69368268083781, "total_loss": 1.3732253151320037} {"data_time": 0.009074965491890907, "eta_seconds": 19629.643633930944, "iteration": 241839, "loss_fcos_cls": 0.17531916266307235, "loss_fcos_ctr": 0.6115806065499783, "loss_fcos_loc": 0.14997500157915056, "loss_mask": 0.24207624280825257, "loss_maskiou": 0.0039521441285614856, "loss_sem_seg": 0.17490116716362536, "lr": 0.001, "mask_rcnn/accuracy": 0.8722724668814894, "mask_rcnn/false_negative": 0.10145497487121449, "mask_rcnn/false_positive": 0.13240889416896515, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.5, "time": 0.6906934687867761, "total_loss": 1.3856137044458592} {"data_time": 0.010337624698877335, "eta_seconds": 19618.89713013172, "iteration": 241859, "loss_fcos_cls": 0.17785300279501826, "loss_fcos_ctr": 0.6126581253483891, "loss_fcos_loc": 0.1522415028885007, "loss_mask": 0.2507662493735552, "loss_maskiou": 0.004384767111332621, "loss_sem_seg": 0.18198238778859377, "lr": 0.001, "mask_rcnn/accuracy": 0.9001972235812133, "mask_rcnn/false_negative": 0.08819392590940708, "mask_rcnn/false_positive": 0.10697692002604332, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.75, "time": 0.7174879005178809, "total_loss": 1.3822225025905936} {"data_time": 0.010220407508313656, "eta_seconds": 19594.444958675653, "iteration": 241879, "loss_fcos_cls": 0.17403152550105006, "loss_fcos_ctr": 0.6117910221219063, "loss_fcos_loc": 0.1487345368368551, "loss_mask": 0.22448287159204483, "loss_maskiou": 0.004132615118578542, "loss_sem_seg": 0.16466891462914646, "lr": 0.001, "mask_rcnn/accuracy": 0.8834749140652023, "mask_rcnn/false_negative": 0.09460823333984204, "mask_rcnn/false_positive": 0.1432535006427487, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 27.25, "time": 0.667829155921936, "total_loss": 1.334982557917101} {"data_time": 0.010770914144814014, "eta_seconds": 19580.509149167687, "iteration": 241899, "loss_fcos_cls": 0.180402051191777, "loss_fcos_ctr": 0.6137030748650432, "loss_fcos_loc": 0.1564780524931848, "loss_mask": 0.22811089642345905, "loss_maskiou": 0.0037973643193254247, "loss_sem_seg": 0.167636645026505, "lr": 0.001, "mask_rcnn/accuracy": 0.8983258120877531, "mask_rcnn/false_negative": 0.10809777853744121, "mask_rcnn/false_positive": 0.10788405271974716, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 26.0, "time": 0.6810299372300506, "total_loss": 1.3578862710783142} {"data_time": 0.010321425274014473, "eta_seconds": 19566.57333965972, "iteration": 241919, "loss_fcos_cls": 0.1762497285963036, "loss_fcos_ctr": 0.6125889951363206, "loss_fcos_loc": 0.15775445650797337, "loss_mask": 0.24145084619522095, "loss_maskiou": 0.00432105126674287, "loss_sem_seg": 0.17021915526129305, "lr": 0.001, "mask_rcnn/accuracy": 0.887595314601942, "mask_rcnn/false_negative": 0.10142491138644984, "mask_rcnn/false_positive": 0.1179409888380781, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 35.5, "time": 0.7084800181910396, "total_loss": 1.3646009397307353} {"data_time": 0.011671897023916245, "eta_seconds": 19544.25491714757, "iteration": 241939, "loss_fcos_cls": 0.18946332554332912, "loss_fcos_ctr": 0.6121576968580484, "loss_fcos_loc": 0.15395096893189475, "loss_mask": 0.2450047293677926, "loss_maskiou": 0.0040765181420283625, "loss_sem_seg": 0.16686812648549676, "lr": 0.001, "mask_rcnn/accuracy": 0.8979003214558134, "mask_rcnn/false_negative": 0.0899654858292013, "mask_rcnn/false_positive": 0.1205905324022406, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.5, "time": 0.6957117468118668, "total_loss": 1.392499249210232} {"data_time": 0.010166620835661888, "eta_seconds": 19504.333860936575, "iteration": 241959, "loss_fcos_cls": 0.1796695210505277, "loss_fcos_ctr": 0.6120259324088693, "loss_fcos_loc": 0.14899341331329197, "loss_mask": 0.23504314292222261, "loss_maskiou": 0.004316113656386733, "loss_sem_seg": 0.17716618161648512, "lr": 0.001, "mask_rcnn/accuracy": 0.881373662269786, "mask_rcnn/false_negative": 0.0862676656374457, "mask_rcnn/false_positive": 0.13523510376783848, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.25, "time": 0.6915166480466723, "total_loss": 1.3586293765329174} {"data_time": 0.010589079931378365, "eta_seconds": 19493.886938503943, "iteration": 241979, "loss_fcos_cls": 0.18374318431597203, "loss_fcos_ctr": 0.611959052272141, "loss_fcos_loc": 0.15720055648125708, "loss_mask": 0.25805873796343803, "loss_maskiou": 0.004377097531687468, "loss_sem_seg": 0.1918873607646674, "lr": 0.001, "mask_rcnn/accuracy": 0.9023673690255323, "mask_rcnn/false_negative": 0.0804964860550254, "mask_rcnn/false_positive": 0.13398728535698157, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.5, "time": 0.6974304402247071, "total_loss": 1.411253365153243} {"data_time": 0.009610135108232498, "eta_seconds": 19474.958819836378, "iteration": 241999, "loss_fcos_cls": 0.17558149434626102, "loss_fcos_ctr": 0.6125049563124776, "loss_fcos_loc": 0.1553228689590469, "loss_mask": 0.24043926317244768, "loss_maskiou": 0.004011379096482415, "loss_sem_seg": 0.18364820908755064, "lr": 0.001, "mask_rcnn/accuracy": 0.8948501275510204, "mask_rcnn/false_negative": 0.08000254093041997, "mask_rcnn/false_positive": 0.12029898495407673, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 26.0, "time": 0.6907382281497121, "total_loss": 1.3779223832534626} {"data_time": 0.011001711711287498, "eta_seconds": 19447.49978310708, "iteration": 242019, "loss_fcos_cls": 0.18961217580363154, "loss_fcos_ctr": 0.612618699669838, "loss_fcos_loc": 0.1582171532791108, "loss_mask": 0.24282973585650325, "loss_maskiou": 0.004310772565077059, "loss_sem_seg": 0.18418949004262686, "lr": 0.001, "mask_rcnn/accuracy": 0.8951645762471656, "mask_rcnn/false_negative": 0.07821269794760288, "mask_rcnn/false_positive": 0.14557294956937783, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 24.5, "time": 0.6831828914582729, "total_loss": 1.362264411742217} {"data_time": 0.010435077361762524, "eta_seconds": 19415.57694629766, "iteration": 242039, "loss_fcos_cls": 0.1835282768588513, "loss_fcos_ctr": 0.6122884200885892, "loss_fcos_loc": 0.15728012524778023, "loss_mask": 0.238064247649163, "loss_maskiou": 0.004166568483924493, "loss_sem_seg": 0.16571434831712395, "lr": 0.001, "mask_rcnn/accuracy": 0.9297533551464063, "mask_rcnn/false_negative": 0.06624188667521211, "mask_rcnn/false_positive": 0.08240760977335615, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 16.75, "time": 0.6804559910669923, "total_loss": 1.3700757373226224} {"data_time": 0.01004651840776205, "eta_seconds": 19396.61882642284, "iteration": 242059, "loss_fcos_cls": 0.17733167012920603, "loss_fcos_ctr": 0.6125361761078238, "loss_fcos_loc": 0.1551812932593748, "loss_mask": 0.23292567487806082, "loss_maskiou": 0.004342607804574072, "loss_sem_seg": 0.15381096373312175, "lr": 0.001, "mask_rcnn/accuracy": 0.893648379681543, "mask_rcnn/false_negative": 0.11089547350407694, "mask_rcnn/false_positive": 0.11473581886232087, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 26.5, "time": 0.6979080336168408, "total_loss": 1.3323255909599538} {"data_time": 0.01084147859364748, "eta_seconds": 19402.557720945217, "iteration": 242079, "loss_fcos_cls": 0.17655706004006788, "loss_fcos_ctr": 0.6130397170782089, "loss_fcos_loc": 0.1558606500038877, "loss_mask": 0.23008879693225026, "loss_maskiou": 0.004234432635712437, "loss_sem_seg": 0.18241585209034383, "lr": 0.001, "mask_rcnn/accuracy": 0.8941933916423712, "mask_rcnn/false_negative": 0.08562537868645564, "mask_rcnn/false_positive": 0.14183419441116774, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.25, "time": 0.7153048627078533, "total_loss": 1.3731717103364645} {"data_time": 0.010306335985660553, "eta_seconds": 19391.897768073715, "iteration": 242099, "loss_fcos_cls": 0.17496563837630674, "loss_fcos_ctr": 0.6151374354958534, "loss_fcos_loc": 0.154431251459755, "loss_mask": 0.23216180596500635, "loss_maskiou": 0.0037716927035944536, "loss_sem_seg": 0.15909001603722572, "lr": 0.001, "mask_rcnn/accuracy": 0.9066738738178198, "mask_rcnn/false_negative": 0.09264590305166717, "mask_rcnn/false_positive": 0.09980572900918974, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 25.0, "time": 0.6949130780994892, "total_loss": 1.351951838201785} {"data_time": 0.009933508932590485, "eta_seconds": 19386.60609982256, "iteration": 242119, "loss_fcos_cls": 0.18418738839682192, "loss_fcos_ctr": 0.6123955212533474, "loss_fcos_loc": 0.1520799940917641, "loss_mask": 0.23120001563802361, "loss_maskiou": 0.004233681880577933, "loss_sem_seg": 0.21320551470853388, "lr": 0.001, "mask_rcnn/accuracy": 0.8893906748162925, "mask_rcnn/false_negative": 0.09518618665525458, "mask_rcnn/false_positive": 0.1405675852295699, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 30.5, "time": 0.717142085544765, "total_loss": 1.4052999124069174} {"data_time": 0.010531297884881496, "eta_seconds": 19368.923918277025, "iteration": 242139, "loss_fcos_cls": 0.1789928050711751, "loss_fcos_ctr": 0.6111777070909739, "loss_fcos_loc": 0.16286628390662372, "loss_mask": 0.23985768342390656, "loss_maskiou": 0.004028580773592694, "loss_sem_seg": 0.19681704067625105, "lr": 0.001, "mask_rcnn/accuracy": 0.8920622496834232, "mask_rcnn/false_negative": 0.0960497778422006, "mask_rcnn/false_positive": 0.1333852135124068, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 34.25, "time": 0.6910776449367404, "total_loss": 1.3681507212022552} {"data_time": 0.010648266412317753, "eta_seconds": 19358.79274147842, "iteration": 242159, "loss_fcos_cls": 0.18565875152125955, "loss_fcos_ctr": 0.6102562081068754, "loss_fcos_loc": 0.15255353739485145, "loss_mask": 0.23608721047639847, "loss_maskiou": 0.004243956682330463, "loss_sem_seg": 0.190319994231686, "lr": 0.001, "mask_rcnn/accuracy": 0.8976333740017746, "mask_rcnn/false_negative": 0.10156507661369786, "mask_rcnn/false_positive": 0.10722292328573894, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 25.75, "time": 0.6910533802583814, "total_loss": 1.3833339237235123} {"data_time": 0.00937137845903635, "eta_seconds": 19345.102491253987, "iteration": 242179, "loss_fcos_cls": 0.1794791222200729, "loss_fcos_ctr": 0.6119612483307719, "loss_fcos_loc": 0.158440223953221, "loss_mask": 0.24150879634544253, "loss_maskiou": 0.004004749473097036, "loss_sem_seg": 0.18045321782119572, "lr": 0.001, "mask_rcnn/accuracy": 0.896929474914966, "mask_rcnn/false_negative": 0.09132919960503746, "mask_rcnn/false_positive": 0.1189066124128145, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.25, "time": 0.7007386730983853, "total_loss": 1.3479754147519998} {"data_time": 0.010856546461582184, "eta_seconds": 19335.23527935706, "iteration": 242199, "loss_fcos_cls": 0.17474167048931122, "loss_fcos_ctr": 0.6105787344276905, "loss_fcos_loc": 0.15490980283357203, "loss_mask": 0.23620185302570462, "loss_maskiou": 0.00391718127502827, "loss_sem_seg": 0.1829072346445173, "lr": 0.001, "mask_rcnn/accuracy": 0.9081381144006899, "mask_rcnn/false_negative": 0.07396833142471859, "mask_rcnn/false_positive": 0.11402782896285973, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 18.0, "time": 0.6854766560718417, "total_loss": 1.3672304653955507} {"data_time": 0.010443881154060364, "eta_seconds": 19318.138571054675, "iteration": 242219, "loss_fcos_cls": 0.17533706407994032, "loss_fcos_ctr": 0.6125346506014466, "loss_fcos_loc": 0.15656610671430826, "loss_mask": 0.24426017235964537, "loss_maskiou": 0.004153991960265557, "loss_sem_seg": 0.18241195334121585, "lr": 0.001, "mask_rcnn/accuracy": 0.896963899196042, "mask_rcnn/false_negative": 0.07881810533717297, "mask_rcnn/false_positive": 0.12171162944848843, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 34.5, "time": 0.678827146999538, "total_loss": 1.3924339825753123} {"data_time": 0.009980864822864532, "eta_seconds": 19299.4967101058, "iteration": 242239, "loss_fcos_cls": 0.1842444270150736, "loss_fcos_ctr": 0.6121530719101429, "loss_fcos_loc": 0.15251857321709394, "loss_mask": 0.23447359167039394, "loss_maskiou": 0.004307958974095527, "loss_sem_seg": 0.1801150932442397, "lr": 0.001, "mask_rcnn/accuracy": 0.9099064625850339, "mask_rcnn/false_negative": 0.08643531246906602, "mask_rcnn/false_positive": 0.0911258004663808, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 23.5, "time": 0.6714102393016219, "total_loss": 1.3727954591740854} {"data_time": 0.010989484377205372, "eta_seconds": 19285.59267443698, "iteration": 242259, "loss_fcos_cls": 0.18593997380230576, "loss_fcos_ctr": 0.611251768656075, "loss_fcos_loc": 0.15185674163512886, "loss_mask": 0.23187395930290222, "loss_maskiou": 0.004264303166564787, "loss_sem_seg": 0.16270373825682327, "lr": 0.001, "mask_rcnn/accuracy": 0.9044342737094838, "mask_rcnn/false_negative": 0.09713416128309135, "mask_rcnn/false_positive": 0.09525958304481827, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 32.25, "time": 0.708421423099935, "total_loss": 1.3714613178453874} {"data_time": 0.010070595890283585, "eta_seconds": 19262.949777078815, "iteration": 242279, "loss_fcos_cls": 0.18678589805494994, "loss_fcos_ctr": 0.614538786932826, "loss_fcos_loc": 0.15345405333209783, "loss_mask": 0.23523558676242828, "loss_maskiou": 0.004113028873689473, "loss_sem_seg": 0.17475694115273654, "lr": 0.001, "mask_rcnn/accuracy": 0.9153147171211955, "mask_rcnn/false_negative": 0.06465783543297596, "mask_rcnn/false_positive": 0.11058005443239563, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 19.75, "time": 0.7082843137905002, "total_loss": 1.387384744011797} {"data_time": 0.010465490631759167, "eta_seconds": 19242.818338620476, "iteration": 242299, "loss_fcos_cls": 0.1748108840547502, "loss_fcos_ctr": 0.6135411616414785, "loss_fcos_loc": 0.152800039795693, "loss_mask": 0.24379746289923787, "loss_maskiou": 0.004276198451407254, "loss_sem_seg": 0.1685097182635218, "lr": 0.001, "mask_rcnn/accuracy": 0.8936329195857448, "mask_rcnn/false_negative": 0.08068526657450778, "mask_rcnn/false_positive": 0.13326369370251276, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 17.25, "time": 0.6978871421888471, "total_loss": 1.3631330936659651} {"data_time": 0.010035849176347256, "eta_seconds": 19247.75464794226, "iteration": 242319, "loss_fcos_cls": 0.18700681626796722, "loss_fcos_ctr": 0.6157634872943163, "loss_fcos_loc": 0.16183531994465739, "loss_mask": 0.23536430951207876, "loss_maskiou": 0.004111535374249797, "loss_sem_seg": 0.17097152792848647, "lr": 0.001, "mask_rcnn/accuracy": 0.8887136585403392, "mask_rcnn/false_negative": 0.08718617943821325, "mask_rcnn/false_positive": 0.11435286119526736, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 23.25, "time": 0.7102044867351651, "total_loss": 1.3727713939297246} {"data_time": 0.009305493906140327, "eta_seconds": 19229.9765317617, "iteration": 242339, "loss_fcos_cls": 0.17775252263527364, "loss_fcos_ctr": 0.612423183163628, "loss_fcos_loc": 0.15158723597414792, "loss_mask": 0.2435982092283666, "loss_maskiou": 0.004048405167850433, "loss_sem_seg": 0.18830745853483677, "lr": 0.001, "mask_rcnn/accuracy": 0.8874309969889596, "mask_rcnn/false_negative": 0.11561589837005903, "mask_rcnn/false_positive": 0.12260390226912715, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.0, "time": 0.6929213805124164, "total_loss": 1.4003764375665924} {"data_time": 0.012234787456691265, "eta_seconds": 19220.786445503123, "iteration": 242359, "loss_fcos_cls": 0.17694232461508363, "loss_fcos_ctr": 0.6106425225734711, "loss_fcos_loc": 0.14864983083680272, "loss_mask": 0.22531824465841055, "loss_maskiou": 0.0035949587436334696, "loss_sem_seg": 0.17323535913601518, "lr": 0.001, "mask_rcnn/accuracy": 0.8998741331920093, "mask_rcnn/false_negative": 0.07986293358583414, "mask_rcnn/false_positive": 0.12733992872465724, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.5, "time": 0.7070374255999923, "total_loss": 1.3489848830613482} {"data_time": 0.009811746887862682, "eta_seconds": 19211.578990702517, "iteration": 242379, "loss_fcos_cls": 0.1886183163151145, "loss_fcos_ctr": 0.6120761362835765, "loss_fcos_loc": 0.16456052009016275, "loss_mask": 0.23746336624026299, "loss_maskiou": 0.004632927259081043, "loss_sem_seg": 0.20543775928672403, "lr": 0.001, "mask_rcnn/accuracy": 0.9098200515023823, "mask_rcnn/false_negative": 0.06859058098860754, "mask_rcnn/false_positive": 0.11578397683025293, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 25.5, "time": 0.6930196303874254, "total_loss": 1.42341914732242} {"data_time": 0.010057401843369007, "eta_seconds": 19188.264424755238, "iteration": 242399, "loss_fcos_cls": 0.17986152437515557, "loss_fcos_ctr": 0.613247197587043, "loss_fcos_loc": 0.1568927753251046, "loss_mask": 0.24727531243115664, "loss_maskiou": 0.004257529908500146, "loss_sem_seg": 0.1818224205635488, "lr": 0.001, "mask_rcnn/accuracy": 0.8984837846029501, "mask_rcnn/false_negative": 0.0824999903650653, "mask_rcnn/false_positive": 0.14577735139995265, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.75, "time": 0.6901792986318469, "total_loss": 1.405735755310161} {"data_time": 0.011266883462667465, "eta_seconds": 19159.458958069794, "iteration": 242419, "loss_fcos_cls": 0.1712695574387908, "loss_fcos_ctr": 0.6107967300340533, "loss_fcos_loc": 0.13996054138988256, "loss_mask": 0.2394958920776844, "loss_maskiou": 0.003927679059415823, "loss_sem_seg": 0.19300230499356985, "lr": 0.001, "mask_rcnn/accuracy": 0.9038341582480168, "mask_rcnn/false_negative": 0.0781788527267335, "mask_rcnn/false_positive": 0.12658281408751373, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 22.5, "time": 0.6956915566697717, "total_loss": 1.3786634938369389} {"data_time": 0.009395657107234001, "eta_seconds": 19138.565963552333, "iteration": 242439, "loss_fcos_cls": 0.18128522136248648, "loss_fcos_ctr": 0.6114912847988307, "loss_fcos_loc": 0.14804383710725233, "loss_mask": 0.23886565258726478, "loss_maskiou": 0.004062322188474354, "loss_sem_seg": 0.16771089611575007, "lr": 0.001, "mask_rcnn/accuracy": 0.8988388941102756, "mask_rcnn/false_negative": 0.0886169848500312, "mask_rcnn/false_positive": 0.11113597622770606, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.0, "time": 0.681478613987565, "total_loss": 1.3498840165157162} {"data_time": 0.010471113957464695, "eta_seconds": 19124.677812931128, "iteration": 242459, "loss_fcos_cls": 0.16910403344081715, "loss_fcos_ctr": 0.6132793724536896, "loss_fcos_loc": 0.1574708082480356, "loss_mask": 0.2423773966729641, "loss_maskiou": 0.004381511062092613, "loss_sem_seg": 0.17184975347481668, "lr": 0.001, "mask_rcnn/accuracy": 0.8745973041346184, "mask_rcnn/false_negative": 0.09731381854943913, "mask_rcnn/false_positive": 0.14202530809381894, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 24.5, "time": 0.7125890422612429, "total_loss": 1.3543762288973085} {"data_time": 0.010387628339231014, "eta_seconds": 19110.789662309922, "iteration": 242479, "loss_fcos_cls": 0.18844706611707807, "loss_fcos_ctr": 0.6151328263804317, "loss_fcos_loc": 0.16574145900085568, "loss_mask": 0.24555566906929016, "loss_maskiou": 0.004183413526334334, "loss_sem_seg": 0.1758071214426309, "lr": 0.001, "mask_rcnn/accuracy": 0.9026085322521866, "mask_rcnn/false_negative": 0.09375768195665013, "mask_rcnn/false_positive": 0.11861211188243122, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.5, "time": 0.6942283529788256, "total_loss": 1.3972995497497323} {"data_time": 0.010156579315662384, "eta_seconds": 19087.733127121814, "iteration": 242499, "loss_fcos_cls": 0.17800811142660677, "loss_fcos_ctr": 0.6099706757813692, "loss_fcos_loc": 0.1434875862323679, "loss_mask": 0.22928681410849094, "loss_maskiou": 0.004135308372497093, "loss_sem_seg": 0.1579393967986107, "lr": 0.001, "mask_rcnn/accuracy": 0.894618285511807, "mask_rcnn/false_negative": 0.08199948241050217, "mask_rcnn/false_positive": 0.10490041744975048, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 20.0, "time": 0.6657204078510404, "total_loss": 1.3151115979344468} {"data_time": 0.010302865877747536, "eta_seconds": 19077.287211228162, "iteration": 242519, "loss_fcos_cls": 0.1737060899613425, "loss_fcos_ctr": 0.6116423876956105, "loss_fcos_loc": 0.14915768476203084, "loss_mask": 0.24166233837604523, "loss_maskiou": 0.004501742667343933, "loss_sem_seg": 0.15537892119027674, "lr": 0.001, "mask_rcnn/accuracy": 0.8673041492237921, "mask_rcnn/false_negative": 0.12302966410970503, "mask_rcnn/false_positive": 0.15557213716103818, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 28.25, "time": 0.7102705957368016, "total_loss": 1.3393723642584519} {"data_time": 0.010045705363154411, "eta_seconds": 19063.40322795883, "iteration": 242539, "loss_fcos_cls": 0.18415039591491222, "loss_fcos_ctr": 0.6121090464293957, "loss_fcos_loc": 0.1516412041382864, "loss_mask": 0.24413821334019303, "loss_maskiou": 0.004558389854082634, "loss_sem_seg": 0.1592282981146127, "lr": 0.001, "mask_rcnn/accuracy": 0.8981612937548767, "mask_rcnn/false_negative": 0.08469034869851373, "mask_rcnn/false_positive": 0.12400457097857441, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 36.0, "time": 0.6921845944598317, "total_loss": 1.3366390797750682} {"data_time": 0.01047239825129509, "eta_seconds": 19055.2370598251, "iteration": 242559, "loss_fcos_cls": 0.1872514900751412, "loss_fcos_ctr": 0.61469368590042, "loss_fcos_loc": 0.1594091672450304, "loss_mask": 0.23729527788236737, "loss_maskiou": 0.004118860968446825, "loss_sem_seg": 0.1657416606321931, "lr": 0.001, "mask_rcnn/accuracy": 0.9063551244673693, "mask_rcnn/false_negative": 0.09152116279956436, "mask_rcnn/false_positive": 0.08791185223742046, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 26.75, "time": 0.7038679979741573, "total_loss": 1.3570927784276137} {"data_time": 0.010768769308924675, "eta_seconds": 19043.898704939522, "iteration": 242579, "loss_fcos_cls": 0.17989270971156657, "loss_fcos_ctr": 0.6129574757069349, "loss_fcos_loc": 0.1588731569936499, "loss_mask": 0.2368726311251521, "loss_maskiou": 0.0038093178100098157, "loss_sem_seg": 0.18191756447777152, "lr": 0.001, "mask_rcnn/accuracy": 0.9022967273590197, "mask_rcnn/false_negative": 0.08798870975302236, "mask_rcnn/false_positive": 0.12007630578733261, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 21.5, "time": 0.7151658795773983, "total_loss": 1.3760589457087917} {"data_time": 0.01052897609770298, "eta_seconds": 19034.739310692996, "iteration": 242599, "loss_fcos_cls": 0.18200685130432248, "loss_fcos_ctr": 0.614731639623642, "loss_fcos_loc": 0.1535580987110734, "loss_mask": 0.22346784826368093, "loss_maskiou": 0.004320729240134824, "loss_sem_seg": 0.18129009916447103, "lr": 0.001, "mask_rcnn/accuracy": 0.8987607543017206, "mask_rcnn/false_negative": 0.07709415029797569, "mask_rcnn/false_positive": 0.11070797997123077, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 29.75, "time": 0.6807186966761947, "total_loss": 1.3778233596931386} {"data_time": 0.010186138562858105, "eta_seconds": 19009.85830080975, "iteration": 242619, "loss_fcos_cls": 0.1796334141981788, "loss_fcos_ctr": 0.6118948487564921, "loss_fcos_loc": 0.15731294639408588, "loss_mask": 0.23397869803011417, "loss_maskiou": 0.004113823226362001, "loss_sem_seg": 0.17487514577805996, "lr": 0.001, "mask_rcnn/accuracy": 0.9198888016745159, "mask_rcnn/false_negative": 0.06799775889998536, "mask_rcnn/false_positive": 0.09627612258885944, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 20.25, "time": 0.6631339453160763, "total_loss": 1.3751831139670685} {"data_time": 0.010970748029649258, "eta_seconds": 19002.228673857637, "iteration": 242639, "loss_fcos_cls": 0.17646206851350144, "loss_fcos_ctr": 0.6145854089409113, "loss_fcos_loc": 0.16516089724609628, "loss_mask": 0.23819167539477348, "loss_maskiou": 0.003972174548835028, "loss_sem_seg": 0.16055768867954612, "lr": 0.001, "mask_rcnn/accuracy": 0.8968476267714823, "mask_rcnn/false_negative": 0.0961728920345163, "mask_rcnn/false_positive": 0.11049558741385315, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 32.5, "time": 0.701681156642735, "total_loss": 1.3778459203385864} {"data_time": 0.009886517189443111, "eta_seconds": 18988.33866349701, "iteration": 242659, "loss_fcos_cls": 0.17759607575135306, "loss_fcos_ctr": 0.6126573607325554, "loss_fcos_loc": 0.16100019949954003, "loss_mask": 0.23842075932770967, "loss_maskiou": 0.004079129059391562, "loss_sem_seg": 0.16341434442438185, "lr": 0.001, "mask_rcnn/accuracy": 0.9106519763077645, "mask_rcnn/false_negative": 0.08620195526861088, "mask_rcnn/false_positive": 0.086110362815387, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 25.0, "time": 0.7122158454731107, "total_loss": 1.3683666000360972} {"data_time": 0.01049416046589613, "eta_seconds": 18974.44865313638, "iteration": 242679, "loss_fcos_cls": 0.1871228599920869, "loss_fcos_ctr": 0.6109310099855065, "loss_fcos_loc": 0.14680027519352734, "loss_mask": 0.2360363183543086, "loss_maskiou": 0.004008911353594158, "loss_sem_seg": 0.16658256039954722, "lr": 0.001, "mask_rcnn/accuracy": 0.9016129889455782, "mask_rcnn/false_negative": 0.07767616248617742, "mask_rcnn/false_positive": 0.11837155997947019, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.75, "time": 0.7157018268480897, "total_loss": 1.3507436820145813} {"data_time": 0.009911539033055305, "eta_seconds": 18956.536930128932, "iteration": 242699, "loss_fcos_cls": 0.19279797235503793, "loss_fcos_ctr": 0.6132123107090592, "loss_fcos_loc": 0.16034992842469364, "loss_mask": 0.23416548501700163, "loss_maskiou": 0.004043092420033645, "loss_sem_seg": 0.18507117475382984, "lr": 0.001, "mask_rcnn/accuracy": 0.8970402465953651, "mask_rcnn/false_negative": 0.08679411700345048, "mask_rcnn/false_positive": 0.14952762307718676, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.75, "time": 0.7007903652265668, "total_loss": 1.3822095644281944} {"data_time": 0.009408285841345787, "eta_seconds": 18946.668632415123, "iteration": 242719, "loss_fcos_cls": 0.19208552804775536, "loss_fcos_ctr": 0.6154492073692381, "loss_fcos_loc": 0.16506768995895982, "loss_mask": 0.24427126720547676, "loss_maskiou": 0.004221618328301702, "loss_sem_seg": 0.17336685676127672, "lr": 0.001, "mask_rcnn/accuracy": 0.902905841612961, "mask_rcnn/false_negative": 0.08014306293164382, "mask_rcnn/false_positive": 0.10574209489341888, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 37.75, "time": 0.716597287915647, "total_loss": 1.3854366655723425} {"data_time": 0.009914015419781208, "eta_seconds": 18932.778622054495, "iteration": 242739, "loss_fcos_cls": 0.1774461114546284, "loss_fcos_ctr": 0.6130278152413666, "loss_fcos_loc": 0.15456223231740296, "loss_mask": 0.22827104292809963, "loss_maskiou": 0.0036985268379794434, "loss_sem_seg": 0.15777578460983932, "lr": 0.001, "mask_rcnn/accuracy": 0.9029922501688327, "mask_rcnn/false_negative": 0.07995230856786781, "mask_rcnn/false_positive": 0.11880026888908038, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 24.0, "time": 0.7004507947713137, "total_loss": 1.349783536101313} {"data_time": 0.009696468710899353, "eta_seconds": 18918.888611693867, "iteration": 242759, "loss_fcos_cls": 0.1794793902663514, "loss_fcos_ctr": 0.6117685725912452, "loss_fcos_loc": 0.15326686488697305, "loss_mask": 0.23160955077037215, "loss_maskiou": 0.004441484605195001, "loss_sem_seg": 0.17338214325718582, "lr": 0.001, "mask_rcnn/accuracy": 0.8866941776710684, "mask_rcnn/false_negative": 0.08520082771480661, "mask_rcnn/false_positive": 0.14511015035982017, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.0, "time": 0.7054637856781483, "total_loss": 1.3688949586048693} {"data_time": 0.009823284111917019, "eta_seconds": 18916.99699965678, "iteration": 242779, "loss_fcos_cls": 0.18425458791898564, "loss_fcos_ctr": 0.6160711431875825, "loss_fcos_loc": 0.15477579727303237, "loss_mask": 0.23177849687635899, "loss_maskiou": 0.0036998560062784236, "loss_sem_seg": 0.1594812774565071, "lr": 0.001, "mask_rcnn/accuracy": 0.9210180397110488, "mask_rcnn/false_negative": 0.081947564690758, "mask_rcnn/false_positive": 0.10608497984186743, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 26.5, "time": 0.7198267700150609, "total_loss": 1.3457552149120602} {"data_time": 0.009374539367854595, "eta_seconds": 18914.822622341104, "iteration": 242799, "loss_fcos_cls": 0.17359073634725064, "loss_fcos_ctr": 0.613976719789207, "loss_fcos_loc": 0.1507732871104963, "loss_mask": 0.23334467271342874, "loss_maskiou": 0.0038297248902381398, "loss_sem_seg": 0.17028176109306514, "lr": 0.001, "mask_rcnn/accuracy": 0.9067735538179458, "mask_rcnn/false_negative": 0.07994855160258164, "mask_rcnn/false_positive": 0.10419510338150285, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 27.25, "time": 0.7147042006254196, "total_loss": 1.337901204580703} {"data_time": 0.009602800011634827, "eta_seconds": 18900.083778971806, "iteration": 242819, "loss_fcos_cls": 0.1858425532700494, "loss_fcos_ctr": 0.6174446176737547, "loss_fcos_loc": 0.1650282561313361, "loss_mask": 0.23909068014472723, "loss_maskiou": 0.0038723070138075855, "loss_sem_seg": 0.1765076294541359, "lr": 0.001, "mask_rcnn/accuracy": 0.8922159626471426, "mask_rcnn/false_negative": 0.10112184268856964, "mask_rcnn/false_positive": 0.10943780563835169, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 21.25, "time": 0.6848721411079168, "total_loss": 1.3928184117503406} {"data_time": 0.010813009925186634, "eta_seconds": 18893.876257835887, "iteration": 242839, "loss_fcos_cls": 0.18804778496269137, "loss_fcos_ctr": 0.6140334522351623, "loss_fcos_loc": 0.15904645493719727, "loss_mask": 0.2347771218046546, "loss_maskiou": 0.003890113661327632, "loss_sem_seg": 0.15667002135887742, "lr": 0.001, "mask_rcnn/accuracy": 0.8956350990052772, "mask_rcnn/false_negative": 0.10194111488659388, "mask_rcnn/false_positive": 0.10584229922515033, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 27.25, "time": 0.7088832631707191, "total_loss": 1.3664510090093245} {"data_time": 0.008839656598865986, "eta_seconds": 18861.401696031913, "iteration": 242859, "loss_fcos_cls": 0.1836232616333291, "loss_fcos_ctr": 0.6115879723802209, "loss_fcos_loc": 0.15212809317745268, "loss_mask": 0.23060663416981697, "loss_maskiou": 0.003980574074375909, "loss_sem_seg": 0.1708984439028427, "lr": 0.001, "mask_rcnn/accuracy": 0.9057392702960305, "mask_rcnn/false_negative": 0.07598119109168566, "mask_rcnn/false_positive": 0.13197081950903172, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.0, "time": 0.6869667079299688, "total_loss": 1.351063845671888} {"data_time": 0.010789422318339348, "eta_seconds": 18860.56669117976, "iteration": 242879, "loss_fcos_cls": 0.1779764503298793, "loss_fcos_ctr": 0.6129115745425224, "loss_fcos_loc": 0.1449828501790762, "loss_mask": 0.22401405218988657, "loss_maskiou": 0.0038401838173740543, "loss_sem_seg": 0.17883640294894576, "lr": 0.001, "mask_rcnn/accuracy": 0.9050495557074505, "mask_rcnn/false_negative": 0.09107646346649188, "mask_rcnn/false_positive": 0.09672306190405344, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.25, "time": 0.6924092788249254, "total_loss": 1.3459694842313183} {"data_time": 0.011197248473763466, "eta_seconds": 18856.095382702537, "iteration": 242899, "loss_fcos_cls": 0.1766230814391747, "loss_fcos_ctr": 0.6132656494155526, "loss_fcos_loc": 0.15368545660749078, "loss_mask": 0.24097396386787295, "loss_maskiou": 0.0034647634201974142, "loss_sem_seg": 0.1884443738963455, "lr": 0.001, "mask_rcnn/accuracy": 0.9013388688808857, "mask_rcnn/false_negative": 0.09053797828783454, "mask_rcnn/false_positive": 0.11653090961267112, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.5, "time": 0.6831815196201205, "total_loss": 1.376818188085963} {"data_time": 0.01025405339896679, "eta_seconds": 18853.476787649095, "iteration": 242919, "loss_fcos_cls": 0.18494101683609188, "loss_fcos_ctr": 0.6136292908340693, "loss_fcos_loc": 0.16226216475479305, "loss_mask": 0.2480731038376689, "loss_maskiou": 0.004001362496637739, "loss_sem_seg": 0.1702367621473968, "lr": 0.001, "mask_rcnn/accuracy": 0.9154940746139726, "mask_rcnn/false_negative": 0.09031183705674585, "mask_rcnn/false_positive": 0.0967667946478892, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 27.0, "time": 0.7236484158784151, "total_loss": 1.374444123845933} {"data_time": 0.009967364370822906, "eta_seconds": 18832.27483518794, "iteration": 242939, "loss_fcos_cls": 0.17678395961411297, "loss_fcos_ctr": 0.6133547183126211, "loss_fcos_loc": 0.15959631348960102, "loss_mask": 0.23381300875917077, "loss_maskiou": 0.004274141527275788, "loss_sem_seg": 0.15679369866847992, "lr": 0.001, "mask_rcnn/accuracy": 0.8910955007002801, "mask_rcnn/false_negative": 0.10151648285853629, "mask_rcnn/false_positive": 0.1275615700109923, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 28.75, "time": 0.6743944380432367, "total_loss": 1.354798244241465} {"data_time": 0.010038345120847225, "eta_seconds": 18838.17602049373, "iteration": 242959, "loss_fcos_cls": 0.17901122302282602, "loss_fcos_ctr": 0.6126138679683208, "loss_fcos_loc": 0.14917392935603857, "loss_mask": 0.24595420621335506, "loss_maskiou": 0.004199700204480905, "loss_sem_seg": 0.17596394335851073, "lr": 0.001, "mask_rcnn/accuracy": 0.8901333971088435, "mask_rcnn/false_negative": 0.08863677246362019, "mask_rcnn/false_positive": 0.1274955553297249, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 24.0, "time": 0.6891396539285779, "total_loss": 1.3578198000832344} {"data_time": 0.009872562251985073, "eta_seconds": 18824.242973623797, "iteration": 242979, "loss_fcos_cls": 0.18214564747177064, "loss_fcos_ctr": 0.6120966151356697, "loss_fcos_loc": 0.1474813292734325, "loss_mask": 0.23189852200448513, "loss_maskiou": 0.003694916140375426, "loss_sem_seg": 0.15096633252687752, "lr": 0.001, "mask_rcnn/accuracy": 0.903014705882353, "mask_rcnn/false_negative": 0.07339518158927674, "mask_rcnn/false_positive": 0.1250526903049839, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.75, "time": 0.6981149576604366, "total_loss": 1.338687638650299} {"data_time": 0.010033643804490566, "eta_seconds": 18824.370168045163, "iteration": 242999, "loss_fcos_cls": 0.18459900980815291, "loss_fcos_ctr": 0.6140571227297187, "loss_fcos_loc": 0.1562920503783971, "loss_mask": 0.23947129026055336, "loss_maskiou": 0.0040983834733197, "loss_sem_seg": 0.1618028385564685, "lr": 0.001, "mask_rcnn/accuracy": 0.8897734888446904, "mask_rcnn/false_negative": 0.09713975335488242, "mask_rcnn/false_positive": 0.12177414855542798, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.25, "time": 0.7011766340583563, "total_loss": 1.3504031361881061} {"data_time": 0.01020646933466196, "eta_seconds": 18814.7336231051, "iteration": 243019, "loss_fcos_cls": 0.1810899586416781, "loss_fcos_ctr": 0.6178169019985944, "loss_fcos_loc": 0.17177242191974074, "loss_mask": 0.2266488140448928, "loss_maskiou": 0.0037906139623373747, "loss_sem_seg": 0.17901844391599298, "lr": 0.001, "mask_rcnn/accuracy": 0.8824822236586942, "mask_rcnn/false_negative": 0.09569992711490576, "mask_rcnn/false_positive": 0.1139872024435361, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 32.75, "time": 0.6992461839690804, "total_loss": 1.3741665398397345} {"data_time": 0.011137010529637337, "eta_seconds": 18812.985938340425, "iteration": 243039, "loss_fcos_cls": 0.1760595126543194, "loss_fcos_ctr": 0.6138407122343779, "loss_fcos_loc": 0.15568774583516642, "loss_mask": 0.2375688124448061, "loss_maskiou": 0.004565177820040844, "loss_sem_seg": 0.1699954306241125, "lr": 0.001, "mask_rcnn/accuracy": 0.8917248120709471, "mask_rcnn/false_negative": 0.09815351372934217, "mask_rcnn/false_positive": 0.10608741169102161, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 22.0, "time": 0.7017149198800325, "total_loss": 1.35638679098156} {"data_time": 0.01068608183413744, "eta_seconds": 18802.087067524903, "iteration": 243059, "loss_fcos_cls": 0.18233874603174627, "loss_fcos_ctr": 0.6119354581460357, "loss_fcos_loc": 0.15449328091926873, "loss_mask": 0.23662224877625704, "loss_maskiou": 0.0039360054361168295, "loss_sem_seg": 0.16931131947785616, "lr": 0.001, "mask_rcnn/accuracy": 0.8966841822778804, "mask_rcnn/false_negative": 0.08711504357945613, "mask_rcnn/false_positive": 0.12553597015610604, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.75, "time": 0.7275479333475232, "total_loss": 1.3677472590461548} {"data_time": 0.00922019500285387, "eta_seconds": 18775.139397213235, "iteration": 243079, "loss_fcos_cls": 0.19411757332272828, "loss_fcos_ctr": 0.6155540412291884, "loss_fcos_loc": 0.17054673458915204, "loss_mask": 0.25091523863375187, "loss_maskiou": 0.004599635958584258, "loss_sem_seg": 0.1882514930330217, "lr": 0.001, "mask_rcnn/accuracy": 0.8720141825340558, "mask_rcnn/false_negative": 0.10383316706251616, "mask_rcnn/false_positive": 0.15189264963313237, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 27.0, "time": 0.681521400809288, "total_loss": 1.4291825308719126} {"data_time": 0.010593755170702934, "eta_seconds": 18774.17112221103, "iteration": 243099, "loss_fcos_cls": 0.17756708519300446, "loss_fcos_ctr": 0.6147855995222926, "loss_fcos_loc": 0.15820655197603628, "loss_mask": 0.22959763184189796, "loss_maskiou": 0.0038566663115489064, "loss_sem_seg": 0.16837491281330585, "lr": 0.001, "mask_rcnn/accuracy": 0.8969812389016136, "mask_rcnn/false_negative": 0.09724349149690703, "mask_rcnn/false_positive": 0.1262426832509348, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 25.5, "time": 0.714480665512383, "total_loss": 1.3468183254735777} {"data_time": 0.009977614507079124, "eta_seconds": 18764.019953730516, "iteration": 243119, "loss_fcos_cls": 0.1813021971611306, "loss_fcos_ctr": 0.6113602938130498, "loss_fcos_loc": 0.15053711039945483, "loss_mask": 0.23401957657188177, "loss_maskiou": 0.004111998379812576, "loss_sem_seg": 0.1693913850467652, "lr": 0.001, "mask_rcnn/accuracy": 0.907901944634842, "mask_rcnn/false_negative": 0.07952324455455635, "mask_rcnn/false_positive": 0.08935939721904412, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 25.75, "time": 0.7120835445821285, "total_loss": 1.3607313640750363} {"data_time": 0.01064231339842081, "eta_seconds": 18746.25517689716, "iteration": 243139, "loss_fcos_cls": 0.18806975311599672, "loss_fcos_ctr": 0.6145813455805182, "loss_fcos_loc": 0.15881826297845691, "loss_mask": 0.2470552190206945, "loss_maskiou": 0.004480191812035628, "loss_sem_seg": 0.17371143819764256, "lr": 0.001, "mask_rcnn/accuracy": 0.8851721855277853, "mask_rcnn/false_negative": 0.09376251904729624, "mask_rcnn/false_positive": 0.11608272279557061, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 33.0, "time": 0.6827416401356459, "total_loss": 1.429202054059715} {"data_time": 0.0100705586373806, "eta_seconds": 18736.098343740217, "iteration": 243159, "loss_fcos_cls": 0.16946853802073747, "loss_fcos_ctr": 0.6116187749430537, "loss_fcos_loc": 0.1564700281014666, "loss_mask": 0.2471062270924449, "loss_maskiou": 0.004099291707461816, "loss_sem_seg": 0.17875166656449437, "lr": 0.001, "mask_rcnn/accuracy": 0.8964198747680892, "mask_rcnn/false_negative": 0.09558347023345261, "mask_rcnn/false_positive": 0.14193331754960628, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.75, "time": 0.6892540967091918, "total_loss": 1.3648241850023624} {"data_time": 0.009625154547393322, "eta_seconds": 18702.866013294086, "iteration": 243179, "loss_fcos_cls": 0.1828554148087278, "loss_fcos_ctr": 0.6123294299468398, "loss_fcos_loc": 0.15493835019879043, "loss_mask": 0.24307858664542437, "loss_maskiou": 0.003636563749751076, "loss_sem_seg": 0.17470841144677252, "lr": 0.001, "mask_rcnn/accuracy": 0.9094175049895594, "mask_rcnn/false_negative": 0.08212624454526013, "mask_rcnn/false_positive": 0.12538010020643772, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 28.75, "time": 0.6803805883973837, "total_loss": 1.382458780075467} {"data_time": 0.010062774643301964, "eta_seconds": 18693.019120901823, "iteration": 243199, "loss_fcos_cls": 0.18755221914034337, "loss_fcos_ctr": 0.6152843836462125, "loss_fcos_loc": 0.15296287706587464, "loss_mask": 0.24010905344039202, "loss_maskiou": 0.004184132452792255, "loss_sem_seg": 0.17906662402674556, "lr": 0.001, "mask_rcnn/accuracy": 0.9011171151411224, "mask_rcnn/false_negative": 0.08888767893550198, "mask_rcnn/false_positive": 0.11585569234659951, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 32.0, "time": 0.7132629798725247, "total_loss": 1.3696777729783207} {"data_time": 0.010105764493346214, "eta_seconds": 18690.276903139427, "iteration": 243219, "loss_fcos_cls": 0.18394621624611318, "loss_fcos_ctr": 0.6149852946400642, "loss_fcos_loc": 0.16354896337725222, "loss_mask": 0.2474254621192813, "loss_maskiou": 0.004432735935552046, "loss_sem_seg": 0.17410546354949474, "lr": 0.001, "mask_rcnn/accuracy": 0.8866510065564688, "mask_rcnn/false_negative": 0.10729021727851784, "mask_rcnn/false_positive": 0.10746060461652243, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 26.25, "time": 0.6964142806828022, "total_loss": 1.4289303020341322} {"data_time": 0.01037656795233488, "eta_seconds": 18686.57109185029, "iteration": 243239, "loss_fcos_cls": 0.17734082124661654, "loss_fcos_ctr": 0.6145633198320866, "loss_fcos_loc": 0.1502462837670464, "loss_mask": 0.23318812437355518, "loss_maskiou": 0.0041035682370420545, "loss_sem_seg": 0.1987075109500438, "lr": 0.001, "mask_rcnn/accuracy": 0.9055004677777294, "mask_rcnn/false_negative": 0.0867466750771311, "mask_rcnn/false_positive": 0.12640343735588205, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 36.25, "time": 0.7064720252528787, "total_loss": 1.3660471442199196} {"data_time": 0.010178430005908012, "eta_seconds": 18666.29431876447, "iteration": 243259, "loss_fcos_cls": 0.17322653019800782, "loss_fcos_ctr": 0.6124232737347484, "loss_fcos_loc": 0.15604186919517815, "loss_mask": 0.23296991549432278, "loss_maskiou": 0.003950271806388628, "loss_sem_seg": 0.16806137235835195, "lr": 0.001, "mask_rcnn/accuracy": 0.9000806955435235, "mask_rcnn/false_negative": 0.07840896897406291, "mask_rcnn/false_positive": 0.11826167116904909, "roi_head/num_bg_samples": 36.0, "roi_head/num_fg_samples": 25.0, "time": 0.6819846071302891, "total_loss": 1.3486964466756035} {"data_time": 0.010220224969089031, "eta_seconds": 18644.337808001786, "iteration": 243279, "loss_fcos_cls": 0.18373216013424098, "loss_fcos_ctr": 0.6135537615045905, "loss_fcos_loc": 0.15239850291982293, "loss_mask": 0.22860077721998096, "loss_maskiou": 0.003925323675503023, "loss_sem_seg": 0.17338690627366304, "lr": 0.001, "mask_rcnn/accuracy": 0.9021769422054536, "mask_rcnn/false_negative": 0.09545802555369937, "mask_rcnn/false_positive": 0.10351778231400677, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 24.75, "time": 0.6861018659546971, "total_loss": 1.3525511658735923} {"data_time": 0.009888800792396069, "eta_seconds": 18619.48046664428, "iteration": 243299, "loss_fcos_cls": 0.18334480095654726, "loss_fcos_ctr": 0.6148795243352652, "loss_fcos_loc": 0.157533117569983, "loss_mask": 0.2395012555643916, "loss_maskiou": 0.004241172435285989, "loss_sem_seg": 0.1587442007730715, "lr": 0.001, "mask_rcnn/accuracy": 0.8921890184645287, "mask_rcnn/false_negative": 0.07622697273424581, "mask_rcnn/false_positive": 0.1328832470032653, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 24.75, "time": 0.694382032379508, "total_loss": 1.3722366049332777} {"data_time": 0.009840055368840694, "eta_seconds": 18602.67167428881, "iteration": 243319, "loss_fcos_cls": 0.18133510428015143, "loss_fcos_ctr": 0.612479155883193, "loss_fcos_loc": 0.16028362547513098, "loss_mask": 0.23559495154768229, "loss_maskiou": 0.004454780670130276, "loss_sem_seg": 0.16614352213218808, "lr": 0.001, "mask_rcnn/accuracy": 0.902999751641469, "mask_rcnn/false_negative": 0.0811327232626847, "mask_rcnn/false_positive": 0.13254694676685094, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 26.0, "time": 0.6861834786832333, "total_loss": 1.361753418783337} {"data_time": 0.009322134777903557, "eta_seconds": 18610.451098783873, "iteration": 243339, "loss_fcos_cls": 0.18081077019451186, "loss_fcos_ctr": 0.6128916405141354, "loss_fcos_loc": 0.15535344136878848, "loss_mask": 0.24246480409055948, "loss_maskiou": 0.004618302638846217, "loss_sem_seg": 0.18125222623348236, "lr": 0.001, "mask_rcnn/accuracy": 0.8842505448781455, "mask_rcnn/false_negative": 0.08674063874379173, "mask_rcnn/false_positive": 0.12272148153297874, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 28.75, "time": 0.7183699607849121, "total_loss": 1.374195702283032} {"data_time": 0.009666038677096367, "eta_seconds": 18581.423170775175, "iteration": 243359, "loss_fcos_cls": 0.18022393144201487, "loss_fcos_ctr": 0.6152881886810064, "loss_fcos_loc": 0.15736467926762998, "loss_mask": 0.2379534589126706, "loss_maskiou": 0.00416877009865857, "loss_sem_seg": 0.17866807873360813, "lr": 0.001, "mask_rcnn/accuracy": 0.877962238904755, "mask_rcnn/false_negative": 0.097020214747398, "mask_rcnn/false_positive": 0.14100436778859457, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 26.5, "time": 0.690014686435461, "total_loss": 1.3805183269432746} {"data_time": 0.009291384369134903, "eta_seconds": 18582.529488793574, "iteration": 243379, "loss_fcos_cls": 0.18558550055604428, "loss_fcos_ctr": 0.6116090696305037, "loss_fcos_loc": 0.15594851633068174, "loss_mask": 0.2548299366608262, "loss_maskiou": 0.0042270813828508835, "loss_sem_seg": 0.18090629600919783, "lr": 0.001, "mask_rcnn/accuracy": 0.8801774430317808, "mask_rcnn/false_negative": 0.08991883286806572, "mask_rcnn/false_positive": 0.13582211135161476, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.75, "time": 0.7088056840002537, "total_loss": 1.3794683037958748} {"data_time": 0.010364159010350704, "eta_seconds": 18578.576483552344, "iteration": 243399, "loss_fcos_cls": 0.17689935280941427, "loss_fcos_ctr": 0.6123944260179996, "loss_fcos_loc": 0.15530375216621906, "loss_mask": 0.244752106256783, "loss_maskiou": 0.004113817347388249, "loss_sem_seg": 0.18633539439179003, "lr": 0.001, "mask_rcnn/accuracy": 0.9090965654554505, "mask_rcnn/false_negative": 0.08241476600745834, "mask_rcnn/false_positive": 0.12561704175538335, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 25.75, "time": 0.7128362180665135, "total_loss": 1.3680358698547934} {"data_time": 0.01071096770465374, "eta_seconds": 18564.608154178597, "iteration": 243419, "loss_fcos_cls": 0.18627458368428051, "loss_fcos_ctr": 0.6153731988742948, "loss_fcos_loc": 0.15881800139322877, "loss_mask": 0.24297469295561314, "loss_maskiou": 0.004160292730375659, "loss_sem_seg": 0.18825692520476878, "lr": 0.001, "mask_rcnn/accuracy": 0.8935148656236688, "mask_rcnn/false_negative": 0.08859257619271303, "mask_rcnn/false_positive": 0.14765913057090357, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 26.5, "time": 0.6913556596264243, "total_loss": 1.3911461106035858} {"data_time": 0.010359425097703934, "eta_seconds": 18555.830978330225, "iteration": 243439, "loss_fcos_cls": 0.1813274510204792, "loss_fcos_ctr": 0.6156638534739614, "loss_fcos_loc": 0.16583564435131848, "loss_mask": 0.23869165312498808, "loss_maskiou": 0.00424451929575298, "loss_sem_seg": 0.17567161470651627, "lr": 0.001, "mask_rcnn/accuracy": 0.9052303749235339, "mask_rcnn/false_negative": 0.08201251865505585, "mask_rcnn/false_positive": 0.11511802221074435, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 26.5, "time": 0.702823449857533, "total_loss": 1.3915537344946642} {"data_time": 0.010732781141996384, "eta_seconds": 18538.95217258483, "iteration": 243459, "loss_fcos_cls": 0.18548554554581642, "loss_fcos_ctr": 0.617081749252975, "loss_fcos_loc": 0.16426927444990724, "loss_mask": 0.23462686175480485, "loss_maskiou": 0.00419832683110144, "loss_sem_seg": 0.16020425455644727, "lr": 0.001, "mask_rcnn/accuracy": 0.8903172607070997, "mask_rcnn/false_negative": 0.09731764571476031, "mask_rcnn/false_positive": 0.11227445948652773, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.25, "time": 0.7085320064797997, "total_loss": 1.3987129564629868} {"data_time": 0.009609945118427277, "eta_seconds": 18534.686723300256, "iteration": 243479, "loss_fcos_cls": 0.1850514889229089, "loss_fcos_ctr": 0.6126690730452538, "loss_fcos_loc": 0.16231010330375284, "loss_mask": 0.2310509141534567, "loss_maskiou": 0.004456586822925601, "loss_sem_seg": 0.16113774140831083, "lr": 0.001, "mask_rcnn/accuracy": 0.891017464678179, "mask_rcnn/false_negative": 0.09141529962941355, "mask_rcnn/false_positive": 0.12780332660837768, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 24.25, "time": 0.7121475161984563, "total_loss": 1.3490603811223991} {"data_time": 0.009956000372767448, "eta_seconds": 18525.995701860636, "iteration": 243499, "loss_fcos_cls": 0.1838643942028284, "loss_fcos_ctr": 0.6112415157258511, "loss_fcos_loc": 0.1614893701625988, "loss_mask": 0.23413484077900648, "loss_maskiou": 0.004029820715004462, "loss_sem_seg": 0.173548290040344, "lr": 0.001, "mask_rcnn/accuracy": 0.9055016762452107, "mask_rcnn/false_negative": 0.08682079644248464, "mask_rcnn/false_positive": 0.10473254929349113, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 28.75, "time": 0.6787363532930613, "total_loss": 1.3617840465667541} {"data_time": 0.010149551555514336, "eta_seconds": 18515.71394549869, "iteration": 243519, "loss_fcos_cls": 0.18923703087784816, "loss_fcos_ctr": 0.6131153302267194, "loss_fcos_loc": 0.15611420065397397, "loss_mask": 0.24155865563079715, "loss_maskiou": 0.004075509365065955, "loss_sem_seg": 0.1985168057726696, "lr": 0.001, "mask_rcnn/accuracy": 0.8991943885473443, "mask_rcnn/false_negative": 0.08182670238137381, "mask_rcnn/false_positive": 0.11891926689064108, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 30.25, "time": 0.7193197282031178, "total_loss": 1.3901640694748494} {"data_time": 0.009515393525362015, "eta_seconds": 18533.713877816685, "iteration": 243539, "loss_fcos_cls": 0.1891524577513337, "loss_fcos_ctr": 0.6138498466461897, "loss_fcos_loc": 0.1692841005860828, "loss_mask": 0.2377358628436923, "loss_maskiou": 0.004241707371875236, "loss_sem_seg": 0.1621125820092857, "lr": 0.001, "mask_rcnn/accuracy": 0.9172424178004535, "mask_rcnn/false_negative": 0.08118007263748206, "mask_rcnn/false_positive": 0.09949068552183668, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 24.5, "time": 0.7054667212069035, "total_loss": 1.393814904960891} {"data_time": 0.010150660760700703, "eta_seconds": 18529.037333424203, "iteration": 243559, "loss_fcos_cls": 0.18839434650726616, "loss_fcos_ctr": 0.6147116483189166, "loss_fcos_loc": 0.15916273172479123, "loss_mask": 0.23252986511215568, "loss_maskiou": 0.003888313651259523, "loss_sem_seg": 0.17062478605657816, "lr": 0.001, "mask_rcnn/accuracy": 0.8985859429978889, "mask_rcnn/false_negative": 0.08107190905266501, "mask_rcnn/false_positive": 0.10180911896637945, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 28.25, "time": 0.7022740906104445, "total_loss": 1.3738955684384564} {"data_time": 0.011110550723969936, "eta_seconds": 18492.205966562033, "iteration": 243579, "loss_fcos_cls": 0.1807536904234439, "loss_fcos_ctr": 0.6120687536895275, "loss_fcos_loc": 0.1564595797099173, "loss_mask": 0.24652136862277985, "loss_maskiou": 0.004184560202702414, "loss_sem_seg": 0.17300801468081772, "lr": 0.001, "mask_rcnn/accuracy": 0.8864909803206997, "mask_rcnn/false_negative": 0.0833582252970157, "mask_rcnn/false_positive": 0.11688125907997499, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 28.5, "time": 0.694195800460875, "total_loss": 1.3722437647011247} {"data_time": 0.009623011574149132, "eta_seconds": 18485.66466010362, "iteration": 243599, "loss_fcos_cls": 0.16913645155727863, "loss_fcos_ctr": 0.6095242453739047, "loss_fcos_loc": 0.14256576466141269, "loss_mask": 0.22968341736122966, "loss_maskiou": 0.004347818919995916, "loss_sem_seg": 0.17119906062725931, "lr": 0.001, "mask_rcnn/accuracy": 0.9070053910892419, "mask_rcnn/false_negative": 0.0985947111523765, "mask_rcnn/false_positive": 0.10233542308366739, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.25, "time": 0.6843625353649259, "total_loss": 1.3180674470277154} {"data_time": 0.009986386634409428, "eta_seconds": 18497.027464904822, "iteration": 243619, "loss_fcos_cls": 0.18842545757070184, "loss_fcos_ctr": 0.6135891377925873, "loss_fcos_loc": 0.15350138701614924, "loss_mask": 0.23273081798106432, "loss_maskiou": 0.004115490613912698, "loss_sem_seg": 0.1642908868379891, "lr": 0.001, "mask_rcnn/accuracy": 0.8966794846017225, "mask_rcnn/false_negative": 0.08677086400082817, "mask_rcnn/false_positive": 0.11605853680878513, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 35.5, "time": 0.6930950609967113, "total_loss": 1.342639391132252} {"data_time": 0.010222559794783592, "eta_seconds": 18463.672254757024, "iteration": 243639, "loss_fcos_cls": 0.17383999226149172, "loss_fcos_ctr": 0.6138255167752504, "loss_fcos_loc": 0.15628403041046113, "loss_mask": 0.24111601989716291, "loss_maskiou": 0.00440169032299309, "loss_sem_seg": 0.19028178905136883, "lr": 0.001, "mask_rcnn/accuracy": 0.9001842953392055, "mask_rcnn/false_negative": 0.10381038848931885, "mask_rcnn/false_positive": 0.13386987974916795, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.6863352404907346, "total_loss": 1.391161298366569} {"data_time": 0.010532974265515804, "eta_seconds": 18426.495203665458, "iteration": 243659, "loss_fcos_cls": 0.17565705679589882, "loss_fcos_ctr": 0.6112384856678545, "loss_fcos_loc": 0.15279547142563388, "loss_mask": 0.2419176185503602, "loss_maskiou": 0.004151825194639969, "loss_sem_seg": 0.17577565927058458, "lr": 0.001, "mask_rcnn/accuracy": 0.8932548086620092, "mask_rcnn/false_negative": 0.08852883572876871, "mask_rcnn/false_positive": 0.13342432005182397, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 28.0, "time": 0.6827500723302364, "total_loss": 1.367998709785752} {"data_time": 0.010296700522303581, "eta_seconds": 18412.50447043311, "iteration": 243679, "loss_fcos_cls": 0.18276713974773884, "loss_fcos_ctr": 0.6156875030137599, "loss_fcos_loc": 0.16375835658982396, "loss_mask": 0.23675109702162445, "loss_maskiou": 0.004863520684011746, "loss_sem_seg": 0.16612847964279354, "lr": 0.001, "mask_rcnn/accuracy": 0.8916346756347312, "mask_rcnn/false_negative": 0.07806650389781367, "mask_rcnn/false_positive": 0.12057060803604383, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 30.0, "time": 0.7230135006830096, "total_loss": 1.38808331895234} {"data_time": 0.009369648061692715, "eta_seconds": 18388.02578607481, "iteration": 243699, "loss_fcos_cls": 0.17898668511770666, "loss_fcos_ctr": 0.613020739518106, "loss_fcos_loc": 0.15606826287694275, "loss_mask": 0.24049471877515316, "loss_maskiou": 0.004548670378426323, "loss_sem_seg": 0.16769688308704644, "lr": 0.001, "mask_rcnn/accuracy": 0.8916701249877942, "mask_rcnn/false_negative": 0.09684154773179462, "mask_rcnn/false_positive": 0.12477714945031303, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.25, "time": 0.6820572521537542, "total_loss": 1.3607133204714046} {"data_time": 0.01019762922078371, "eta_seconds": 18374.04302816745, "iteration": 243719, "loss_fcos_cls": 0.18225964804878458, "loss_fcos_ctr": 0.6149608297273517, "loss_fcos_loc": 0.1573393748840317, "loss_mask": 0.2426004777662456, "loss_maskiou": 0.004642459127353504, "loss_sem_seg": 0.18353064823895693, "lr": 0.001, "mask_rcnn/accuracy": 0.9193392575089003, "mask_rcnn/false_negative": 0.08315643208968794, "mask_rcnn/false_positive": 0.0982662060685329, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 22.25, "time": 0.7077025771141052, "total_loss": 1.389632755664934} {"data_time": 0.010613259859383106, "eta_seconds": 18358.2194304578, "iteration": 243739, "loss_fcos_cls": 0.17450491024646908, "loss_fcos_ctr": 0.6145161669701338, "loss_fcos_loc": 0.15877191349864006, "loss_mask": 0.23915260145440698, "loss_maskiou": 0.003841227066004649, "loss_sem_seg": 0.1937183706322685, "lr": 0.001, "mask_rcnn/accuracy": 0.9119742949263039, "mask_rcnn/false_negative": 0.07028435773440625, "mask_rcnn/false_positive": 0.11111086061399959, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 23.75, "time": 0.6842195745557547, "total_loss": 1.4006151983194286} {"data_time": 0.010915114544332027, "eta_seconds": 18336.081246516667, "iteration": 243759, "loss_fcos_cls": 0.17609114130027592, "loss_fcos_ctr": 0.611701144836843, "loss_fcos_loc": 0.15696671267505735, "loss_mask": 0.23126295721158385, "loss_maskiou": 0.003956968161219265, "loss_sem_seg": 0.19204825651831925, "lr": 0.001, "mask_rcnn/accuracy": 0.8918826083064805, "mask_rcnn/false_negative": 0.09506600407077004, "mask_rcnn/false_positive": 0.13182779653016352, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 25.5, "time": 0.6910129329189658, "total_loss": 1.3645089712590561} {"data_time": 0.011425313539803028, "eta_seconds": 18322.106107424013, "iteration": 243779, "loss_fcos_cls": 0.1907678539864719, "loss_fcos_ctr": 0.6116951797157526, "loss_fcos_loc": 0.15550681028980762, "loss_mask": 0.23004930699244142, "loss_maskiou": 0.003993705120137747, "loss_sem_seg": 0.16751404711976647, "lr": 0.001, "mask_rcnn/accuracy": 0.8918179490370257, "mask_rcnn/false_negative": 0.09800331713117438, "mask_rcnn/false_positive": 0.13644738599054307, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 24.0, "time": 0.715727437287569, "total_loss": 1.357543472899124} {"data_time": 0.009385885670781136, "eta_seconds": 18308.13096833136, "iteration": 243799, "loss_fcos_cls": 0.18394043925218284, "loss_fcos_ctr": 0.6111456342041492, "loss_fcos_loc": 0.14947252324782312, "loss_mask": 0.24066574545577168, "loss_maskiou": 0.00395085532363737, "loss_sem_seg": 0.18996315449476242, "lr": 0.001, "mask_rcnn/accuracy": 0.9022809660462974, "mask_rcnn/false_negative": 0.09627209652167573, "mask_rcnn/false_positive": 0.10369036505752936, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.0, "time": 0.7072909167036414, "total_loss": 1.3914337245514616} {"data_time": 0.00945323333144188, "eta_seconds": 18294.155829238705, "iteration": 243819, "loss_fcos_cls": 0.17991750850342214, "loss_fcos_ctr": 0.6106192218139768, "loss_fcos_loc": 0.1546616402338259, "loss_mask": 0.22809980297461152, "loss_maskiou": 0.0041065392724704, "loss_sem_seg": 0.2058288138359785, "lr": 0.001, "mask_rcnn/accuracy": 0.908724235963042, "mask_rcnn/false_negative": 0.08168353376478338, "mask_rcnn/false_positive": 0.12109625585109313, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 23.75, "time": 0.6744883628562093, "total_loss": 1.3752935747470474} {"data_time": 0.00946173444390297, "eta_seconds": 18274.079691395164, "iteration": 243839, "loss_fcos_cls": 0.18751369457459077, "loss_fcos_ctr": 0.6128116548061371, "loss_fcos_loc": 0.16203226218931377, "loss_mask": 0.24330580420792103, "loss_maskiou": 0.004400788209750317, "loss_sem_seg": 0.17022717441432178, "lr": 0.001, "mask_rcnn/accuracy": 0.8954815113179775, "mask_rcnn/false_negative": 0.10105930198533813, "mask_rcnn/false_positive": 0.110843414748498, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.75, "time": 0.700189015828073, "total_loss": 1.3678804872106411} {"data_time": 0.011539215222001076, "eta_seconds": 18255.16117138695, "iteration": 243859, "loss_fcos_cls": 0.1766950316959992, "loss_fcos_ctr": 0.6149458503350616, "loss_fcos_loc": 0.15704565308988094, "loss_mask": 0.24134454876184464, "loss_maskiou": 0.0038452865119324997, "loss_sem_seg": 0.17216294072568417, "lr": 0.001, "mask_rcnn/accuracy": 0.9059600003904623, "mask_rcnn/false_negative": 0.06796125231137534, "mask_rcnn/false_positive": 0.10669754854042739, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 22.25, "time": 0.6760347057133913, "total_loss": 1.3602755201791297} {"data_time": 0.012326438911259174, "eta_seconds": 18241.194482146762, "iteration": 243879, "loss_fcos_cls": 0.17240116460015997, "loss_fcos_ctr": 0.6130676362663507, "loss_fcos_loc": 0.14968580263666809, "loss_mask": 0.23082772362977266, "loss_maskiou": 0.0035716129714273848, "loss_sem_seg": 0.1946702969726175, "lr": 0.001, "mask_rcnn/accuracy": 0.881207612224221, "mask_rcnn/false_negative": 0.09022302453405273, "mask_rcnn/false_positive": 0.12360186682950836, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 25.75, "time": 0.6882128622382879, "total_loss": 1.3557829611381749} {"data_time": 0.010202992707490921, "eta_seconds": 18213.2291882718, "iteration": 243899, "loss_fcos_cls": 0.1744780798908323, "loss_fcos_ctr": 0.6118157813325524, "loss_fcos_loc": 0.14648377295816317, "loss_mask": 0.22637646831572056, "loss_maskiou": 0.004021840788482223, "loss_sem_seg": 0.16627694270573556, "lr": 0.001, "mask_rcnn/accuracy": 0.9244576052944923, "mask_rcnn/false_negative": 0.07458360506471023, "mask_rcnn/false_positive": 0.08496421314237877, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 33.5, "time": 0.6932126637548208, "total_loss": 1.3544198593472174} {"data_time": 0.009859246201813221, "eta_seconds": 18187.002832255326, "iteration": 243919, "loss_fcos_cls": 0.17241121450206265, "loss_fcos_ctr": 0.6112920939922333, "loss_fcos_loc": 0.15220060641877353, "loss_mask": 0.22404935490339994, "loss_maskiou": 0.003483443164441269, "loss_sem_seg": 0.16538425884209573, "lr": 0.001, "mask_rcnn/accuracy": 0.8865647874436937, "mask_rcnn/false_negative": 0.09682271396471875, "mask_rcnn/false_positive": 0.14263184493626038, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 24.25, "time": 0.7096245847642422, "total_loss": 1.3536360945363413} {"data_time": 0.010002038441598415, "eta_seconds": 18199.2944144262, "iteration": 243939, "loss_fcos_cls": 0.1813322571106255, "loss_fcos_ctr": 0.6128836441785097, "loss_fcos_loc": 0.1547472687670961, "loss_mask": 0.2423986978828907, "loss_maskiou": 0.003689737102831714, "loss_sem_seg": 0.17557322490029037, "lr": 0.001, "mask_rcnn/accuracy": 0.8872353199521568, "mask_rcnn/false_negative": 0.10084676064017366, "mask_rcnn/false_positive": 0.13744281626416566, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 28.75, "time": 0.7047797618433833, "total_loss": 1.364853795239469} {"data_time": 0.010074559599161148, "eta_seconds": 18181.676646112464, "iteration": 243959, "loss_fcos_cls": 0.1713638510555029, "loss_fcos_ctr": 0.6123313256539404, "loss_fcos_loc": 0.15013487939722836, "loss_mask": 0.23792221420444548, "loss_maskiou": 0.004003801738690527, "loss_sem_seg": 0.17676498042419553, "lr": 0.001, "mask_rcnn/accuracy": 0.9005385048756345, "mask_rcnn/false_negative": 0.0858072734783784, "mask_rcnn/false_positive": 0.09631108879701741, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 19.25, "time": 0.6859853146597743, "total_loss": 1.3869291940245603} {"data_time": 0.010192074812948704, "eta_seconds": 18171.361035945825, "iteration": 243979, "loss_fcos_cls": 0.18531592178624123, "loss_fcos_ctr": 0.6153904674574733, "loss_fcos_loc": 0.16203179344302043, "loss_mask": 0.23641479015350342, "loss_maskiou": 0.0042837840228457935, "loss_sem_seg": 0.1681930145714432, "lr": 0.001, "mask_rcnn/accuracy": 0.9001453732177802, "mask_rcnn/false_negative": 0.08909300496438317, "mask_rcnn/false_positive": 0.12544005464662486, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 26.5, "time": 0.7142997467890382, "total_loss": 1.3832766157574952} {"data_time": 0.010265735909342766, "eta_seconds": 18162.315892204642, "iteration": 243999, "loss_fcos_cls": 0.18529608682729304, "loss_fcos_ctr": 0.6178145678713918, "loss_fcos_loc": 0.1632047276943922, "loss_mask": 0.24107020813971758, "loss_maskiou": 0.004063508538820315, "loss_sem_seg": 0.18886992940679193, "lr": 0.001, "mask_rcnn/accuracy": 0.8897271947572132, "mask_rcnn/false_negative": 0.09236403199683493, "mask_rcnn/false_positive": 0.12424739041388456, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 25.0, "time": 0.7072802176699042, "total_loss": 1.4284223112335894} {"data_time": 0.010044984519481659, "eta_seconds": 18152.525589389727, "iteration": 244019, "loss_fcos_cls": 0.18241994932759553, "loss_fcos_ctr": 0.6144145280122757, "loss_fcos_loc": 0.15791729697957635, "loss_mask": 0.24284168612211943, "loss_maskiou": 0.004284857255697716, "loss_sem_seg": 0.162644132389687, "lr": 0.001, "mask_rcnn/accuracy": 0.9047103078519543, "mask_rcnn/false_negative": 0.08787948958629041, "mask_rcnn/false_positive": 0.10011144701423756, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 24.25, "time": 0.7112312978133559, "total_loss": 1.3695659296645317} {"data_time": 0.010035417973995209, "eta_seconds": 18137.815142614767, "iteration": 244039, "loss_fcos_cls": 0.1797996072564274, "loss_fcos_ctr": 0.6102963099256158, "loss_fcos_loc": 0.1499057024193462, "loss_mask": 0.23328057397156954, "loss_maskiou": 0.0038830951270938385, "loss_sem_seg": 0.16398904580273665, "lr": 0.001, "mask_rcnn/accuracy": 0.8872953964033536, "mask_rcnn/false_negative": 0.1039382310096689, "mask_rcnn/false_positive": 0.115486197545212, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.6951550403609872, "total_loss": 1.347561052902165} {"data_time": 0.009657150134444237, "eta_seconds": 18115.494278985076, "iteration": 244059, "loss_fcos_cls": 0.17482637148350477, "loss_fcos_ctr": 0.6131091499701142, "loss_fcos_loc": 0.15273444715421647, "loss_mask": 0.232536225579679, "loss_maskiou": 0.0038204075390240178, "loss_sem_seg": 0.17643107313779183, "lr": 0.001, "mask_rcnn/accuracy": 0.8925563375232997, "mask_rcnn/false_negative": 0.10011802397143767, "mask_rcnn/false_positive": 0.10180236327143433, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 33.5, "time": 0.6947325682267547, "total_loss": 1.3483952326641884} {"data_time": 0.010576751083135605, "eta_seconds": 18101.52758974489, "iteration": 244079, "loss_fcos_cls": 0.17425685189664364, "loss_fcos_ctr": 0.6115022180601954, "loss_fcos_loc": 0.14796871415455826, "loss_mask": 0.23302381206303835, "loss_maskiou": 0.003912280077202013, "loss_sem_seg": 0.1476385046262294, "lr": 0.001, "mask_rcnn/accuracy": 0.8949014476056902, "mask_rcnn/false_negative": 0.07765308977572905, "mask_rcnn/false_positive": 0.11977365371467616, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 26.5, "time": 0.6836559502407908, "total_loss": 1.3332225984995603} {"data_time": 0.010112845338881016, "eta_seconds": 18072.419235493988, "iteration": 244099, "loss_fcos_cls": 0.18013720359886065, "loss_fcos_ctr": 0.616365353576839, "loss_fcos_loc": 0.157160080736503, "loss_mask": 0.2475057514384389, "loss_maskiou": 0.0039785018234397285, "loss_sem_seg": 0.1883289352990687, "lr": 0.001, "mask_rcnn/accuracy": 0.8932988987042678, "mask_rcnn/false_negative": 0.09568903699207754, "mask_rcnn/false_positive": 0.12113859182536427, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 32.0, "time": 0.6886046137660742, "total_loss": 1.3970167515872163} {"data_time": 0.011076031252741814, "eta_seconds": 18031.26199734863, "iteration": 244119, "loss_fcos_cls": 0.1767798924120143, "loss_fcos_ctr": 0.6136892531067133, "loss_fcos_loc": 0.15742935799062252, "loss_mask": 0.23252967093139887, "loss_maskiou": 0.0038153801215230487, "loss_sem_seg": 0.15983088593930006, "lr": 0.001, "mask_rcnn/accuracy": 0.8942484063970133, "mask_rcnn/false_negative": 0.10365035562594355, "mask_rcnn/false_positive": 0.11326011954357132, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 29.25, "time": 0.685639288276434, "total_loss": 1.3491761871191557} {"data_time": 0.010615047998726368, "eta_seconds": 18030.946822412312, "iteration": 244139, "loss_fcos_cls": 0.18595446890685707, "loss_fcos_ctr": 0.6128846146166325, "loss_fcos_loc": 0.15693208784796298, "loss_mask": 0.24668488698080182, "loss_maskiou": 0.004574439299176447, "loss_sem_seg": 0.1641001277603209, "lr": 0.001, "mask_rcnn/accuracy": 0.8833186548428895, "mask_rcnn/false_negative": 0.09906892000726877, "mask_rcnn/false_positive": 0.12348590813016636, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.25, "time": 0.6935043772682548, "total_loss": 1.3888517943123588} {"data_time": 0.010398725047707558, "eta_seconds": 18003.39404480066, "iteration": 244159, "loss_fcos_cls": 0.17543001926969737, "loss_fcos_ctr": 0.6128670079633594, "loss_fcos_loc": 0.15800850105006248, "loss_mask": 0.23820067383348942, "loss_maskiou": 0.004196750764094759, "loss_sem_seg": 0.17650993587449193, "lr": 0.001, "mask_rcnn/accuracy": 0.8962702369909002, "mask_rcnn/false_negative": 0.08614428619697714, "mask_rcnn/false_positive": 0.10703767335580186, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 30.0, "time": 0.6736129457131028, "total_loss": 1.3809498225455172} {"data_time": 0.010183518752455711, "eta_seconds": 18010.120849398896, "iteration": 244179, "loss_fcos_cls": 0.17345624114386737, "loss_fcos_ctr": 0.6124434843659401, "loss_fcos_loc": 0.15020230835943948, "loss_mask": 0.2293895585462451, "loss_maskiou": 0.0045561052138509694, "loss_sem_seg": 0.17520397703628987, "lr": 0.001, "mask_rcnn/accuracy": 0.8853046594982079, "mask_rcnn/false_negative": 0.1019679323719282, "mask_rcnn/false_positive": 0.1322135175798098, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 31.75, "time": 0.6810932913795114, "total_loss": 1.347077039827127} {"data_time": 0.010537970811128616, "eta_seconds": 17989.11329666525, "iteration": 244199, "loss_fcos_cls": 0.19785503650200553, "loss_fcos_ctr": 0.6151651758700609, "loss_fcos_loc": 0.16016864054836333, "loss_mask": 0.25520031806081533, "loss_maskiou": 0.004358532747573918, "loss_sem_seg": 0.1597582644317299, "lr": 0.001, "mask_rcnn/accuracy": 0.908432944606414, "mask_rcnn/false_negative": 0.07567705272531802, "mask_rcnn/false_positive": 0.12376249384352728, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 23.75, "time": 0.7004097672179341, "total_loss": 1.4024974468484288} {"data_time": 0.009635637514293194, "eta_seconds": 17961.59211597871, "iteration": 244219, "loss_fcos_cls": 0.18367667822167277, "loss_fcos_ctr": 0.6121338754892349, "loss_fcos_loc": 0.15363764739595354, "loss_mask": 0.23193709459155798, "loss_maskiou": 0.00407194815488765, "loss_sem_seg": 0.17955214390531182, "lr": 0.001, "mask_rcnn/accuracy": 0.8899678517742036, "mask_rcnn/false_negative": 0.09099270567664552, "mask_rcnn/false_positive": 0.10405612552529853, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.0, "time": 0.68467000965029, "total_loss": 1.370911590911419} {"data_time": 0.009849528782069683, "eta_seconds": 17943.369437361136, "iteration": 244239, "loss_fcos_cls": 0.17071989690884948, "loss_fcos_ctr": 0.6126083182170987, "loss_fcos_loc": 0.15132431674282998, "loss_mask": 0.22226779931224883, "loss_maskiou": 0.0038175959489308298, "loss_sem_seg": 0.1711296329740435, "lr": 0.001, "mask_rcnn/accuracy": 0.8905688394760889, "mask_rcnn/false_negative": 0.08057806347604667, "mask_rcnn/false_positive": 0.14219687085277372, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 23.5, "time": 0.6829259684309363, "total_loss": 1.3525012501777383} {"data_time": 0.010663370601832867, "eta_seconds": 17952.041226923466, "iteration": 244259, "loss_fcos_cls": 0.17611120332730934, "loss_fcos_ctr": 0.6114755882881582, "loss_fcos_loc": 0.1507385037257336, "loss_mask": 0.2366741457954049, "loss_maskiou": 0.004422995868480939, "loss_sem_seg": 0.17737848148681223, "lr": 0.001, "mask_rcnn/accuracy": 0.890909208665545, "mask_rcnn/false_negative": 0.10019650530497884, "mask_rcnn/false_positive": 0.10713029061008655, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.75, "time": 0.7080137655138969, "total_loss": 1.378881422030645} {"data_time": 0.011791372671723366, "eta_seconds": 17949.321138268337, "iteration": 244279, "loss_fcos_cls": 0.18557498487643898, "loss_fcos_ctr": 0.6140785040333867, "loss_fcos_loc": 0.15142198954708874, "loss_mask": 0.2424963447265327, "loss_maskiou": 0.004394570292788558, "loss_sem_seg": 0.1581036050338298, "lr": 0.001, "mask_rcnn/accuracy": 0.8967995359134918, "mask_rcnn/false_negative": 0.07743807633365844, "mask_rcnn/false_positive": 0.11879696057763775, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.0, "time": 0.7085106130689383, "total_loss": 1.364489993567986} {"data_time": 0.01001157145947218, "eta_seconds": 17941.826778595336, "iteration": 244299, "loss_fcos_cls": 0.17906107800081372, "loss_fcos_ctr": 0.6106168357655406, "loss_fcos_loc": 0.1496050306595862, "loss_mask": 0.23802011786028743, "loss_maskiou": 0.00435551591363037, "loss_sem_seg": 0.1645649359561503, "lr": 0.001, "mask_rcnn/accuracy": 0.9054938112098287, "mask_rcnn/false_negative": 0.08490499204062171, "mask_rcnn/false_positive": 0.11608505893567544, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 28.75, "time": 0.6854912079870701, "total_loss": 1.3413922401268792} {"data_time": 0.010277346707880497, "eta_seconds": 17938.7882938236, "iteration": 244319, "loss_fcos_cls": 0.17812620766926557, "loss_fcos_ctr": 0.6119063152000308, "loss_fcos_loc": 0.15115499286912382, "loss_mask": 0.23531982023268938, "loss_maskiou": 0.003786304490859038, "loss_sem_seg": 0.17345779854804277, "lr": 0.001, "mask_rcnn/accuracy": 0.8885650510204082, "mask_rcnn/false_negative": 0.09456849265766232, "mask_rcnn/false_positive": 0.11800449959206097, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 24.0, "time": 0.7068130979314446, "total_loss": 1.3446019967086613} {"data_time": 0.010988849215209484, "eta_seconds": 17860.76240869984, "iteration": 244339, "loss_fcos_cls": 0.17511382105294615, "loss_fcos_ctr": 0.6096332976594567, "loss_fcos_loc": 0.14597058796789497, "loss_mask": 0.22504513431340456, "loss_maskiou": 0.0034078324315487407, "loss_sem_seg": 0.17384817358106375, "lr": 0.001, "mask_rcnn/accuracy": 0.8917464550755367, "mask_rcnn/false_negative": 0.0895759818638953, "mask_rcnn/false_positive": 0.1319729117102305, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 29.0, "time": 0.6616698540747166, "total_loss": 1.331971265732136} {"data_time": 0.010161147452890873, "eta_seconds": 17853.737435217015, "iteration": 244359, "loss_fcos_cls": 0.17882519721752033, "loss_fcos_ctr": 0.6154973609372973, "loss_fcos_loc": 0.15881062706466764, "loss_mask": 0.24371625762432814, "loss_maskiou": 0.004544739982520696, "loss_sem_seg": 0.1798292378662154, "lr": 0.001, "mask_rcnn/accuracy": 0.8937863834058213, "mask_rcnn/false_negative": 0.08368612234726264, "mask_rcnn/false_positive": 0.13516854481517282, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.25, "time": 0.6970404451712966, "total_loss": 1.3613077033805894} {"data_time": 0.009939483366906643, "eta_seconds": 17820.901906835847, "iteration": 244379, "loss_fcos_cls": 0.16807827004231513, "loss_fcos_ctr": 0.6141879484057426, "loss_fcos_loc": 0.15191599493846297, "loss_mask": 0.23526978539302945, "loss_maskiou": 0.003982526879553916, "loss_sem_seg": 0.15650002588517964, "lr": 0.001, "mask_rcnn/accuracy": 0.9152711832340592, "mask_rcnn/false_negative": 0.0727888554234524, "mask_rcnn/false_positive": 0.10374729362227283, "roi_head/num_bg_samples": 37.25, "roi_head/num_fg_samples": 29.5, "time": 0.6937351366505027, "total_loss": 1.3118081866123248} {"data_time": 0.009622066281735897, "eta_seconds": 17794.943239597604, "iteration": 244399, "loss_fcos_cls": 0.18704485171474516, "loss_fcos_ctr": 0.6140318010002375, "loss_fcos_loc": 0.1584146055392921, "loss_mask": 0.23873443622142076, "loss_maskiou": 0.0038133135094540194, "loss_sem_seg": 0.1639543571509421, "lr": 0.001, "mask_rcnn/accuracy": 0.8976831923836532, "mask_rcnn/false_negative": 0.08386867796156551, "mask_rcnn/false_positive": 0.12450344898019199, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 31.75, "time": 0.6736398413777351, "total_loss": 1.3961434499869938} {"data_time": 0.009535537101328373, "eta_seconds": 17782.964093165472, "iteration": 244419, "loss_fcos_cls": 0.17802799376659095, "loss_fcos_ctr": 0.6094602183438838, "loss_fcos_loc": 0.14560520881786942, "loss_mask": 0.2351485751569271, "loss_maskiou": 0.003893909048201749, "loss_sem_seg": 0.16595909208990633, "lr": 0.001, "mask_rcnn/accuracy": 0.9181754432542247, "mask_rcnn/false_negative": 0.06937434710031166, "mask_rcnn/false_positive": 0.09136643180117163, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 30.0, "time": 0.7003252971917391, "total_loss": 1.3387455606134608} {"data_time": 0.011016893200576305, "eta_seconds": 17767.4984524874, "iteration": 244439, "loss_fcos_cls": 0.1779603566392325, "loss_fcos_ctr": 0.6110376380383968, "loss_fcos_loc": 0.15510351804550737, "loss_mask": 0.2395506091415882, "loss_maskiou": 0.004172512162767816, "loss_sem_seg": 0.15982713270932436, "lr": 0.001, "mask_rcnn/accuracy": 0.8891900510204082, "mask_rcnn/false_negative": 0.08733572102795005, "mask_rcnn/false_positive": 0.11001917739189729, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 30.0, "time": 0.7005095528438687, "total_loss": 1.3602114333334612} {"data_time": 0.01148597989231348, "eta_seconds": 17755.157574119046, "iteration": 244459, "loss_fcos_cls": 0.17927795182913542, "loss_fcos_ctr": 0.6123282313346863, "loss_fcos_loc": 0.15307191386818886, "loss_mask": 0.24651130428537726, "loss_maskiou": 0.0044225341189303435, "loss_sem_seg": 0.17120462283492088, "lr": 0.001, "mask_rcnn/accuracy": 0.8935430549770929, "mask_rcnn/false_negative": 0.08114856530927628, "mask_rcnn/false_positive": 0.11193240698207835, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 25.0, "time": 0.7019180580973625, "total_loss": 1.3736941061251855} {"data_time": 0.0094503378495574, "eta_seconds": 17739.69437838625, "iteration": 244479, "loss_fcos_cls": 0.17984447511844337, "loss_fcos_ctr": 0.6148202074691653, "loss_fcos_loc": 0.15806820942088962, "loss_mask": 0.24733078852295876, "loss_maskiou": 0.004178707797109382, "loss_sem_seg": 0.16526972805149853, "lr": 0.001, "mask_rcnn/accuracy": 0.8819672214123745, "mask_rcnn/false_negative": 0.0984042383667901, "mask_rcnn/false_positive": 0.15360053012048747, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 31.0, "time": 0.6932091386988759, "total_loss": 1.359283228921413} {"data_time": 0.01059224084019661, "eta_seconds": 17730.251386932097, "iteration": 244499, "loss_fcos_cls": 0.1815377937455196, "loss_fcos_ctr": 0.61473851185292, "loss_fcos_loc": 0.16167164815124124, "loss_mask": 0.25114742293953896, "loss_maskiou": 0.004537842101854039, "loss_sem_seg": 0.1711623570881784, "lr": 0.001, "mask_rcnn/accuracy": 0.8727078379367113, "mask_rcnn/false_negative": 0.08392764666429395, "mask_rcnn/false_positive": 0.1279979914448524, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 22.0, "time": 0.6825943049043417, "total_loss": 1.3997027139484999} {"data_time": 0.010416494682431221, "eta_seconds": 17700.121421779506, "iteration": 244519, "loss_fcos_cls": 0.17750586511101574, "loss_fcos_ctr": 0.6144399093464017, "loss_fcos_loc": 0.1530852522701025, "loss_mask": 0.2296348251402378, "loss_maskiou": 0.0036733516681124456, "loss_sem_seg": 0.16370790847577155, "lr": 0.001, "mask_rcnn/accuracy": 0.8906919375107101, "mask_rcnn/false_negative": 0.1011232701655882, "mask_rcnn/false_positive": 0.09858124156644578, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 20.5, "time": 0.6785401720553637, "total_loss": 1.3631586058709217} {"data_time": 0.010417940095067024, "eta_seconds": 17660.58650259208, "iteration": 244539, "loss_fcos_cls": 0.16651378152891994, "loss_fcos_ctr": 0.6093029454350471, "loss_fcos_loc": 0.14385786489583552, "loss_mask": 0.2354626045562327, "loss_maskiou": 0.0038628934271400794, "loss_sem_seg": 0.16493614949285984, "lr": 0.001, "mask_rcnn/accuracy": 0.8977601600985221, "mask_rcnn/false_negative": 0.09222335362748103, "mask_rcnn/false_positive": 0.11987571870673108, "roi_head/num_bg_samples": 38.0, "roi_head/num_fg_samples": 24.5, "time": 0.6814913302659988, "total_loss": 1.335643574984715} {"data_time": 0.011287448927760124, "eta_seconds": 17645.530838569626, "iteration": 244559, "loss_fcos_cls": 0.1839970820583403, "loss_fcos_ctr": 0.6128040463663638, "loss_fcos_loc": 0.16164594190195203, "loss_mask": 0.23578646313399076, "loss_maskiou": 0.0038254895989666693, "loss_sem_seg": 0.17840001359581947, "lr": 0.001, "mask_rcnn/accuracy": 0.8892351976185406, "mask_rcnn/false_negative": 0.10806422744479992, "mask_rcnn/false_positive": 0.12700385009966392, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 25.0, "time": 0.6937192976474762, "total_loss": 1.3734550249064341} {"data_time": 0.010297354310750961, "eta_seconds": 17631.6591111701, "iteration": 244579, "loss_fcos_cls": 0.17730673810001463, "loss_fcos_ctr": 0.6106276609934866, "loss_fcos_loc": 0.15105914615560323, "loss_mask": 0.24124886048957705, "loss_maskiou": 0.0040659457226865925, "loss_sem_seg": 0.15932955755852163, "lr": 0.001, "mask_rcnn/accuracy": 0.8964397234303557, "mask_rcnn/false_negative": 0.10507074784402319, "mask_rcnn/false_positive": 0.12576965182854538, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.5, "time": 0.6995216375216842, "total_loss": 1.3513404757795797} {"data_time": 0.009495084173977375, "eta_seconds": 17617.78738377057, "iteration": 244599, "loss_fcos_cls": 0.1634388769743964, "loss_fcos_ctr": 0.6118386602029204, "loss_fcos_loc": 0.1502228316385299, "loss_mask": 0.23012634366750717, "loss_maskiou": 0.003930033205051586, "loss_sem_seg": 0.15619294403586537, "lr": 0.001, "mask_rcnn/accuracy": 0.9016277939747328, "mask_rcnn/false_negative": 0.07771009140763435, "mask_rcnn/false_positive": 0.11523317164338322, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 27.25, "time": 0.6686844909563661, "total_loss": 1.3208528793911682} {"data_time": 0.009523003362119198, "eta_seconds": 17605.463844155893, "iteration": 244619, "loss_fcos_cls": 0.17021155450493097, "loss_fcos_ctr": 0.6113284705206752, "loss_fcos_loc": 0.15197807818185538, "loss_mask": 0.23071333579719067, "loss_maskiou": 0.004025866488518659, "loss_sem_seg": 0.16565583925694227, "lr": 0.001, "mask_rcnn/accuracy": 0.8972523384353741, "mask_rcnn/false_negative": 0.09246463194468604, "mask_rcnn/false_positive": 0.12526505506585972, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.25, "time": 0.7082684468477964, "total_loss": 1.3513969841806102} {"data_time": 0.010063283145427704, "eta_seconds": 17593.589677675627, "iteration": 244639, "loss_fcos_cls": 0.17843085108324885, "loss_fcos_ctr": 0.6132302237674594, "loss_fcos_loc": 0.1603023911593482, "loss_mask": 0.24518361873924732, "loss_maskiou": 0.0039228355381055735, "loss_sem_seg": 0.1737119252793491, "lr": 0.001, "mask_rcnn/accuracy": 0.894515274330071, "mask_rcnn/false_negative": 0.10149193758393993, "mask_rcnn/false_positive": 0.12122735918864591, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 31.0, "time": 0.6799483932554722, "total_loss": 1.3766460184633615} {"data_time": 0.010040396824479103, "eta_seconds": 17596.383369449526, "iteration": 244659, "loss_fcos_cls": 0.181388852535747, "loss_fcos_ctr": 0.6147608035244048, "loss_fcos_loc": 0.15586855122819543, "loss_mask": 0.23574808100238442, "loss_maskiou": 0.004138098971452564, "loss_sem_seg": 0.16757677146233618, "lr": 0.001, "mask_rcnn/accuracy": 0.8848958333333334, "mask_rcnn/false_negative": 0.10638405846494581, "mask_rcnn/false_positive": 0.10061939171707106, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 29.0, "time": 0.6992490449920297, "total_loss": 1.3786989902728237} {"data_time": 0.009891821071505547, "eta_seconds": 17563.845002083108, "iteration": 244679, "loss_fcos_cls": 0.17701668804511428, "loss_fcos_ctr": 0.6118744853883982, "loss_fcos_loc": 0.14920308103319257, "loss_mask": 0.23245723731815815, "loss_maskiou": 0.0039873613914096495, "loss_sem_seg": 0.16704165353439748, "lr": 0.001, "mask_rcnn/accuracy": 0.8849521606711872, "mask_rcnn/false_negative": 0.09984363511007542, "mask_rcnn/false_positive": 0.13629497300335505, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 37.0, "time": 0.6991874929517508, "total_loss": 1.3553360332116426} {"data_time": 0.01028744038194418, "eta_seconds": 17559.91474599112, "iteration": 244699, "loss_fcos_cls": 0.18327804212458432, "loss_fcos_ctr": 0.6147517208009958, "loss_fcos_loc": 0.15833635168382898, "loss_mask": 0.2437922628596425, "loss_maskiou": 0.004680081139667891, "loss_sem_seg": 0.16261381865479052, "lr": 0.001, "mask_rcnn/accuracy": 0.8965142070979335, "mask_rcnn/false_negative": 0.07526660612724356, "mask_rcnn/false_positive": 0.1234908263707517, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.25, "time": 0.7030391916632652, "total_loss": 1.4012324117065873} {"data_time": 0.009819211438298225, "eta_seconds": 17546.033939109184, "iteration": 244719, "loss_fcos_cls": 0.17960554989986122, "loss_fcos_ctr": 0.6153744086623192, "loss_fcos_loc": 0.16452729422599077, "loss_mask": 0.25423938129097223, "loss_maskiou": 0.0042958240846928675, "loss_sem_seg": 0.1825684371870011, "lr": 0.001, "mask_rcnn/accuracy": 0.8945790816326531, "mask_rcnn/false_negative": 0.09733480043656265, "mask_rcnn/false_positive": 0.14101597680082464, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.25, "time": 0.712656918913126, "total_loss": 1.40720169236738} {"data_time": 0.01020373497158289, "eta_seconds": 17547.300625390373, "iteration": 244739, "loss_fcos_cls": 0.18310889590065926, "loss_fcos_ctr": 0.6149443248286843, "loss_fcos_loc": 0.155598827986978, "loss_mask": 0.23943515587598085, "loss_maskiou": 0.0038597809616476297, "loss_sem_seg": 0.16915659233927727, "lr": 0.001, "mask_rcnn/accuracy": 0.8925210709283714, "mask_rcnn/false_negative": 0.09185554808191254, "mask_rcnn/false_positive": 0.10057573782594403, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.0, "time": 0.7162126954644918, "total_loss": 1.3716976417053957} {"data_time": 0.01087113842368126, "eta_seconds": 17542.331230678596, "iteration": 244759, "loss_fcos_cls": 0.1798289471771568, "loss_fcos_ctr": 0.6102173822000623, "loss_fcos_loc": 0.1434796410612762, "loss_mask": 0.23463186901062727, "loss_maskiou": 0.004414503684529336, "loss_sem_seg": 0.18237825646065176, "lr": 0.001, "mask_rcnn/accuracy": 0.9097110478806907, "mask_rcnn/false_negative": 0.07550726093085391, "mask_rcnn/false_positive": 0.12021847638652607, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 25.25, "time": 0.713689086958766, "total_loss": 1.3391206710366532} {"data_time": 0.010397880338132381, "eta_seconds": 17498.282153000124, "iteration": 244779, "loss_fcos_cls": 0.1802915984299034, "loss_fcos_ctr": 0.6144005367532372, "loss_fcos_loc": 0.16220444906502962, "loss_mask": 0.24678822001442313, "loss_maskiou": 0.003896227597579127, "loss_sem_seg": 0.17126954556442797, "lr": 0.001, "mask_rcnn/accuracy": 0.906709919544741, "mask_rcnn/false_negative": 0.08586311180111289, "mask_rcnn/false_positive": 0.09491855571786706, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.75, "time": 0.675474158488214, "total_loss": 1.3693119213276077} {"data_time": 0.010682118125259876, "eta_seconds": 17477.777602545917, "iteration": 244799, "loss_fcos_cls": 0.17886794335208833, "loss_fcos_ctr": 0.6152190817520022, "loss_fcos_loc": 0.16232263715937734, "loss_mask": 0.23715665796771646, "loss_maskiou": 0.004082729908986948, "loss_sem_seg": 0.1696746920933947, "lr": 0.001, "mask_rcnn/accuracy": 0.892726818988465, "mask_rcnn/false_negative": 0.08507980496749458, "mask_rcnn/false_positive": 0.1320706111122778, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 32.0, "time": 0.6774995950981975, "total_loss": 1.3629836409600102} {"data_time": 0.010201610624790192, "eta_seconds": 17465.198382375762, "iteration": 244819, "loss_fcos_cls": 0.16454706829972565, "loss_fcos_ctr": 0.6107896408066154, "loss_fcos_loc": 0.14335972222033888, "loss_mask": 0.2287027770653367, "loss_maskiou": 0.0039610823660041206, "loss_sem_seg": 0.16173096257261932, "lr": 0.001, "mask_rcnn/accuracy": 0.9039804354577652, "mask_rcnn/false_negative": 0.08456285213380865, "mask_rcnn/false_positive": 0.10380350894771839, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 32.5, "time": 0.6902089547365904, "total_loss": 1.3079224344692193} {"data_time": 0.00956246629357338, "eta_seconds": 17437.343031303026, "iteration": 244839, "loss_fcos_cls": 0.1776373591274023, "loss_fcos_ctr": 0.6137450127862394, "loss_fcos_loc": 0.15242364490404725, "loss_mask": 0.22423276770859957, "loss_maskiou": 0.0036912611285515595, "loss_sem_seg": 0.16073187021538615, "lr": 0.001, "mask_rcnn/accuracy": 0.8828681110125209, "mask_rcnn/false_negative": 0.10387925641941026, "mask_rcnn/false_positive": 0.12206079184680724, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 33.0, "time": 0.6741871573030949, "total_loss": 1.3424661686294712} {"data_time": 0.011023782193660736, "eta_seconds": 17430.26523755025, "iteration": 244859, "loss_fcos_cls": 0.1747301643481478, "loss_fcos_ctr": 0.6113441083580256, "loss_fcos_loc": 0.1484703659079969, "loss_mask": 0.23553011659532785, "loss_maskiou": 0.004151178742176853, "loss_sem_seg": 0.15252359281294048, "lr": 0.001, "mask_rcnn/accuracy": 0.8978923832378801, "mask_rcnn/false_negative": 0.0943013944381817, "mask_rcnn/false_positive": 0.11925542414777492, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 28.75, "time": 0.7149990312755108, "total_loss": 1.3476400430809008} {"data_time": 0.010601646266877651, "eta_seconds": 17416.399229644798, "iteration": 244879, "loss_fcos_cls": 0.17980570218060166, "loss_fcos_ctr": 0.6131949191913009, "loss_fcos_loc": 0.1575470092939213, "loss_mask": 0.2394344499334693, "loss_maskiou": 0.004050616003951291, "loss_sem_seg": 0.18272784468717873, "lr": 0.001, "mask_rcnn/accuracy": 0.8988416389282986, "mask_rcnn/false_negative": 0.0834949141143802, "mask_rcnn/false_positive": 0.131443024048965, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.5, "time": 0.6897085793316364, "total_loss": 1.379133056718274} {"data_time": 0.010522336699068546, "eta_seconds": 17400.27767954953, "iteration": 244899, "loss_fcos_cls": 0.17711135954596102, "loss_fcos_ctr": 0.6141300015151501, "loss_fcos_loc": 0.15732572611887008, "loss_mask": 0.2371107554063201, "loss_maskiou": 0.004450642816664185, "loss_sem_seg": 0.15507541270926595, "lr": 0.001, "mask_rcnn/accuracy": 0.8931344346249137, "mask_rcnn/false_negative": 0.0992644191289252, "mask_rcnn/false_positive": 0.1154279281447598, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.0, "time": 0.6826222315430641, "total_loss": 1.3567956665610836} {"data_time": 0.010618363507091999, "eta_seconds": 17384.6177139394, "iteration": 244919, "loss_fcos_cls": 0.1721876598894596, "loss_fcos_ctr": 0.6119232075288892, "loss_fcos_loc": 0.16113538341596723, "loss_mask": 0.2419152637012303, "loss_maskiou": 0.004267480178896221, "loss_sem_seg": 0.15422418154776096, "lr": 0.001, "mask_rcnn/accuracy": 0.8906404557996668, "mask_rcnn/false_negative": 0.08583858972626784, "mask_rcnn/false_positive": 0.14334201083772274, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.25, "time": 0.694447030313313, "total_loss": 1.3512626157826162} {"data_time": 0.010264753364026546, "eta_seconds": 17368.039970886894, "iteration": 244939, "loss_fcos_cls": 0.17791655592736788, "loss_fcos_ctr": 0.6132466313429177, "loss_fcos_loc": 0.15385258913738653, "loss_mask": 0.22684043273329735, "loss_maskiou": 0.004114022085559554, "loss_sem_seg": 0.16522544459439814, "lr": 0.001, "mask_rcnn/accuracy": 0.8774053996598639, "mask_rcnn/false_negative": 0.09800503437467883, "mask_rcnn/false_positive": 0.12445717419953098, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 31.0, "time": 0.7091841921210289, "total_loss": 1.361796399769446} {"data_time": 0.010607711039483547, "eta_seconds": 17351.360752698965, "iteration": 244959, "loss_fcos_cls": 0.17400514881592244, "loss_fcos_ctr": 0.6133719123899937, "loss_fcos_loc": 0.15592056163586676, "loss_mask": 0.2451797928661108, "loss_maskiou": 0.004305798014684115, "loss_sem_seg": 0.1691667316481471, "lr": 0.001, "mask_rcnn/accuracy": 0.8722419162470183, "mask_rcnn/false_negative": 0.09511842101484802, "mask_rcnn/false_positive": 0.15194806956472717, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 28.5, "time": 0.6833623638376594, "total_loss": 1.3727709491322457} {"data_time": 0.00983420293778181, "eta_seconds": 17324.765737810172, "iteration": 244979, "loss_fcos_cls": 0.1718169201631099, "loss_fcos_ctr": 0.6122021498158574, "loss_fcos_loc": 0.15039694437291473, "loss_mask": 0.2316310489550233, "loss_maskiou": 0.0036616190409404226, "loss_sem_seg": 0.1586501665879041, "lr": 0.001, "mask_rcnn/accuracy": 0.8935539493575209, "mask_rcnn/false_negative": 0.09045879022069744, "mask_rcnn/false_positive": 0.10689840901706461, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 28.5, "time": 0.6838150331750512, "total_loss": 1.3497571834523114} {"data_time": 0.009476784616708755, "eta_seconds": 17303.522025128826, "iteration": 244999, "loss_fcos_cls": 0.1864036339102313, "loss_fcos_ctr": 0.6122336126863956, "loss_fcos_loc": 0.14876483427360654, "loss_mask": 0.2458113543689251, "loss_maskiou": 0.004406984924571589, "loss_sem_seg": 0.17926969332620502, "lr": 0.001, "mask_rcnn/accuracy": 0.9020106169340862, "mask_rcnn/false_negative": 0.08387904377769513, "mask_rcnn/false_positive": 0.11381714861915097, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 34.0, "time": 0.6922630630433559, "total_loss": 1.3855528864005464} {"data_time": 0.009507354348897934, "eta_seconds": 17290.017295176163, "iteration": 245019, "loss_fcos_cls": 0.1787317073903978, "loss_fcos_ctr": 0.6124955043196678, "loss_fcos_loc": 0.15755836112657562, "loss_mask": 0.23811430344358087, "loss_maskiou": 0.003843009460979374, "loss_sem_seg": 0.16700052889063954, "lr": 0.001, "mask_rcnn/accuracy": 0.9027249930584478, "mask_rcnn/false_negative": 0.09848841346654552, "mask_rcnn/false_positive": 0.09530667478649912, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.0, "time": 0.7194369351491332, "total_loss": 1.355782971750159} {"data_time": 0.008939615450799465, "eta_seconds": 17283.221197453327, "iteration": 245039, "loss_fcos_cls": 0.16911064536543563, "loss_fcos_ctr": 0.6143673555925488, "loss_fcos_loc": 0.16217809217050672, "loss_mask": 0.24846091400831938, "loss_maskiou": 0.004254180865245871, "loss_sem_seg": 0.18067065021023154, "lr": 0.001, "mask_rcnn/accuracy": 0.8692191345365053, "mask_rcnn/false_negative": 0.11143499205659055, "mask_rcnn/false_positive": 0.13394034208098984, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.25, "time": 0.7055672705173492, "total_loss": 1.3838276847018278} {"data_time": 0.010665178298950195, "eta_seconds": 17263.936290881597, "iteration": 245059, "loss_fcos_cls": 0.1859372619073838, "loss_fcos_ctr": 0.6149177365005016, "loss_fcos_loc": 0.15952969470527023, "loss_mask": 0.2360434103757143, "loss_maskiou": 0.003975128092861269, "loss_sem_seg": 0.16202160459943116, "lr": 0.001, "mask_rcnn/accuracy": 0.8791228458833578, "mask_rcnn/false_negative": 0.08716762575325043, "mask_rcnn/false_positive": 0.14663439583533036, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.5, "time": 0.6971652740612626, "total_loss": 1.3764209492183} {"data_time": 0.0104213273152709, "eta_seconds": 17263.38835164439, "iteration": 245079, "loss_fcos_cls": 0.18079505616333336, "loss_fcos_ctr": 0.6126614781096578, "loss_fcos_loc": 0.15794229274615645, "loss_mask": 0.22508832905441523, "loss_maskiou": 0.003877207371260738, "loss_sem_seg": 0.16712032165378332, "lr": 0.001, "mask_rcnn/accuracy": 0.8975715498423478, "mask_rcnn/false_negative": 0.0881712241023643, "mask_rcnn/false_positive": 0.11660074378952173, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.75, "time": 0.7046613385900855, "total_loss": 1.3628734149897355} {"data_time": 0.012140851467847824, "eta_seconds": 17249.533860771917, "iteration": 245099, "loss_fcos_cls": 0.1857799757272005, "loss_fcos_ctr": 0.610881632193923, "loss_fcos_loc": 0.1557682894053869, "loss_mask": 0.24203490698710084, "loss_maskiou": 0.0037415852129925042, "loss_sem_seg": 0.167249898891896, "lr": 0.001, "mask_rcnn/accuracy": 0.8844472789115646, "mask_rcnn/false_negative": 0.09178560359291255, "mask_rcnn/false_positive": 0.11761648379063876, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 31.25, "time": 0.6968611041083932, "total_loss": 1.3799896304371941} {"data_time": 0.010376295074820518, "eta_seconds": 17242.133231826127, "iteration": 245119, "loss_fcos_cls": 0.18096874526236206, "loss_fcos_ctr": 0.6140143182128668, "loss_fcos_loc": 0.15186671679839492, "loss_mask": 0.2301478369627148, "loss_maskiou": 0.004039529405417852, "loss_sem_seg": 0.1558941078837961, "lr": 0.001, "mask_rcnn/accuracy": 0.899315027735232, "mask_rcnn/false_negative": 0.09119832677370229, "mask_rcnn/false_positive": 0.10614742264547686, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 25.25, "time": 0.7031599469482899, "total_loss": 1.3452237259407411} {"data_time": 0.01066492311656475, "eta_seconds": 17230.22662967909, "iteration": 245139, "loss_fcos_cls": 0.17967537697404623, "loss_fcos_ctr": 0.6145377978682518, "loss_fcos_loc": 0.1557511230930686, "loss_mask": 0.24424976855516434, "loss_maskiou": 0.004097042605280876, "loss_sem_seg": 0.15569083555601537, "lr": 0.001, "mask_rcnn/accuracy": 0.8912312764854566, "mask_rcnn/false_negative": 0.08904579629199216, "mask_rcnn/false_positive": 0.13271890920020035, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.0, "time": 0.7016690354794264, "total_loss": 1.3303924280626234} {"data_time": 0.010630899108946323, "eta_seconds": 17218.264368724078, "iteration": 245159, "loss_fcos_cls": 0.17688239482231438, "loss_fcos_ctr": 0.6106006582267582, "loss_fcos_loc": 0.15194404002977535, "loss_mask": 0.22374204732477665, "loss_maskiou": 0.0037805777337780455, "loss_sem_seg": 0.17276254075113684, "lr": 0.001, "mask_rcnn/accuracy": 0.899734921380833, "mask_rcnn/false_negative": 0.08233063710452894, "mask_rcnn/false_positive": 0.09784237153301374, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 22.75, "time": 0.680943506769836, "total_loss": 1.3300302707502851} {"data_time": 0.009875316172838211, "eta_seconds": 17198.918782905675, "iteration": 245179, "loss_fcos_cls": 0.18645911617204547, "loss_fcos_ctr": 0.6111925849691033, "loss_fcos_loc": 0.15527634834870696, "loss_mask": 0.2231798847205937, "loss_maskiou": 0.003971096874010982, "loss_sem_seg": 0.15743676642887294, "lr": 0.001, "mask_rcnn/accuracy": 0.9081124297545105, "mask_rcnn/false_negative": 0.07884061990721025, "mask_rcnn/false_positive": 0.1166224263600701, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 24.75, "time": 0.669271370396018, "total_loss": 1.3343937094359717} {"data_time": 0.010839549824595451, "eta_seconds": 17181.943152216263, "iteration": 245199, "loss_fcos_cls": 0.18224834196735173, "loss_fcos_ctr": 0.6146024116314948, "loss_fcos_loc": 0.16074457636568695, "loss_mask": 0.24924346478655934, "loss_maskiou": 0.0039379237132379785, "loss_sem_seg": 0.16900110291317105, "lr": 0.001, "mask_rcnn/accuracy": 0.9113349885408708, "mask_rcnn/false_negative": 0.07853736439260824, "mask_rcnn/false_positive": 0.11118348560144294, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 22.5, "time": 0.6905501363798976, "total_loss": 1.3808344130666228} {"data_time": 0.010219058953225613, "eta_seconds": 17175.519469245337, "iteration": 245219, "loss_fcos_cls": 0.17244005459360778, "loss_fcos_ctr": 0.6127220522612333, "loss_fcos_loc": 0.15537198132369667, "loss_mask": 0.23628027271479368, "loss_maskiou": 0.004231666418490931, "loss_sem_seg": 0.16564257303252816, "lr": 0.001, "mask_rcnn/accuracy": 0.8953486492523277, "mask_rcnn/false_negative": 0.09414756397690452, "mask_rcnn/false_positive": 0.11153866310782638, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 32.5, "time": 0.6968944044783711, "total_loss": 1.3336557520524366} {"data_time": 0.0098095228895545, "eta_seconds": 17161.657623904757, "iteration": 245239, "loss_fcos_cls": 0.1848569381982088, "loss_fcos_ctr": 0.6145484829321504, "loss_fcos_loc": 0.16381469694897532, "loss_mask": 0.2347095455043018, "loss_maskiou": 0.004053218130138703, "loss_sem_seg": 0.1568634700961411, "lr": 0.001, "mask_rcnn/accuracy": 0.8960437457215591, "mask_rcnn/false_negative": 0.09292817828574117, "mask_rcnn/false_positive": 0.11036551620505265, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 26.5, "time": 0.6913038203492761, "total_loss": 1.356917320696084} {"data_time": 0.011652645654976368, "eta_seconds": 17136.405569080263, "iteration": 245259, "loss_fcos_cls": 0.18295470683369786, "loss_fcos_ctr": 0.6118695577606559, "loss_fcos_loc": 0.14703103702049702, "loss_mask": 0.22810087446123362, "loss_maskiou": 0.003789973554376047, "loss_sem_seg": 0.16307700285688043, "lr": 0.001, "mask_rcnn/accuracy": 0.91059487434525, "mask_rcnn/false_negative": 0.06943021217180295, "mask_rcnn/false_positive": 0.12538037131330765, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 22.5, "time": 0.6993957059457898, "total_loss": 1.3556923225405626} {"data_time": 0.009581767953932285, "eta_seconds": 17122.55293129757, "iteration": 245279, "loss_fcos_cls": 0.18357656616717577, "loss_fcos_ctr": 0.6145262960344553, "loss_fcos_loc": 0.15232237323652953, "loss_mask": 0.24197237938642502, "loss_maskiou": 0.004208041362289805, "loss_sem_seg": 0.18133949488401413, "lr": 0.001, "mask_rcnn/accuracy": 0.901784576360958, "mask_rcnn/false_negative": 0.08139387161813161, "mask_rcnn/false_positive": 0.12706903765735245, "roi_head/num_bg_samples": 39.25, "roi_head/num_fg_samples": 33.0, "time": 0.6994063509628177, "total_loss": 1.3897139647888253} {"data_time": 0.010362391360104084, "eta_seconds": 17096.221816906705, "iteration": 245299, "loss_fcos_cls": 0.166499741259031, "loss_fcos_ctr": 0.6087190117686987, "loss_fcos_loc": 0.14642242522677407, "loss_mask": 0.21651426469907165, "loss_maskiou": 0.0037687957446905784, "loss_sem_seg": 0.16830568574368954, "lr": 0.001, "mask_rcnn/accuracy": 0.8925253983172217, "mask_rcnn/false_negative": 0.07898245617990243, "mask_rcnn/false_positive": 0.11974371870159928, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 28.0, "time": 0.6800647405907512, "total_loss": 1.3387538076276542} {"data_time": 0.009085184894502163, "eta_seconds": 17071.513307869434, "iteration": 245319, "loss_fcos_cls": 0.18295949278399348, "loss_fcos_ctr": 0.6128686177544296, "loss_fcos_loc": 0.15005599043797702, "loss_mask": 0.2238327437080443, "loss_maskiou": 0.003748007060494274, "loss_sem_seg": 0.15961680188775063, "lr": 0.001, "mask_rcnn/accuracy": 0.8923127733236151, "mask_rcnn/false_negative": 0.08040261818313867, "mask_rcnn/false_positive": 0.13049523185389922, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 29.5, "time": 0.678200158290565, "total_loss": 1.3505562276804994} {"data_time": 0.012225504964590073, "eta_seconds": 17084.952222765423, "iteration": 245339, "loss_fcos_cls": 0.19010270613944158, "loss_fcos_ctr": 0.6127411075867712, "loss_fcos_loc": 0.15584262512857094, "loss_mask": 0.24250072054564953, "loss_maskiou": 0.004214589404000435, "loss_sem_seg": 0.16487172315828502, "lr": 0.001, "mask_rcnn/accuracy": 0.9014988044089817, "mask_rcnn/false_negative": 0.07173439101236961, "mask_rcnn/false_positive": 0.12990720288164953, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 20.75, "time": 0.7219451488927007, "total_loss": 1.3618497192783252} {"data_time": 0.010539929382503033, "eta_seconds": 17064.713969611563, "iteration": 245359, "loss_fcos_cls": 0.1785081495763734, "loss_fcos_ctr": 0.6154737081378698, "loss_fcos_loc": 0.15475768691976555, "loss_mask": 0.23216182552278042, "loss_maskiou": 0.0038836418025312014, "loss_sem_seg": 0.17927714640973136, "lr": 0.001, "mask_rcnn/accuracy": 0.8869384014981119, "mask_rcnn/false_negative": 0.09138624230076411, "mask_rcnn/false_positive": 0.10890943409968566, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.25, "time": 0.7161561297252774, "total_loss": 1.3742687967969687} {"data_time": 0.008946966379880905, "eta_seconds": 17058.862763933837, "iteration": 245379, "loss_fcos_cls": 0.17624271556269377, "loss_fcos_ctr": 0.6164982924237847, "loss_fcos_loc": 0.16210511600365862, "loss_mask": 0.24786328803747892, "loss_maskiou": 0.004032960467156954, "loss_sem_seg": 0.17733414703980088, "lr": 0.001, "mask_rcnn/accuracy": 0.8892451124593982, "mask_rcnn/false_negative": 0.11362617486465723, "mask_rcnn/false_positive": 0.1125001302205415, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 30.0, "time": 0.6979121509939432, "total_loss": 1.3794638007457252} {"data_time": 0.00990167073905468, "eta_seconds": 17037.012636111118, "iteration": 245399, "loss_fcos_cls": 0.1597995483316481, "loss_fcos_ctr": 0.6144864792004228, "loss_fcos_loc": 0.14669615379534662, "loss_mask": 0.22183484444394708, "loss_maskiou": 0.0035840595155605115, "loss_sem_seg": 0.16024534916505218, "lr": 0.001, "mask_rcnn/accuracy": 0.8925723727521568, "mask_rcnn/false_negative": 0.08475167143538978, "mask_rcnn/false_positive": 0.11460061983817277, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 22.25, "time": 0.6704042349010706, "total_loss": 1.31811438774821} {"data_time": 0.009791404008865356, "eta_seconds": 17012.834482608363, "iteration": 245419, "loss_fcos_cls": 0.18058929906692356, "loss_fcos_ctr": 0.6143244784325361, "loss_fcos_loc": 0.151490940595977, "loss_mask": 0.2444327063858509, "loss_maskiou": 0.004806125005416106, "loss_sem_seg": 0.17643747408874333, "lr": 0.001, "mask_rcnn/accuracy": 0.8992802478134111, "mask_rcnn/false_negative": 0.10329735128871984, "mask_rcnn/false_positive": 0.10013415909032128, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.5, "time": 0.6800175178796053, "total_loss": 1.3533052227576263} {"data_time": 0.010125011205673218, "eta_seconds": 16999.324077771977, "iteration": 245439, "loss_fcos_cls": 0.18008177657611668, "loss_fcos_ctr": 0.6138049298897386, "loss_fcos_loc": 0.1553662724327296, "loss_mask": 0.23185951495543122, "loss_maskiou": 0.004259995432221331, "loss_sem_seg": 0.16548189404420555, "lr": 0.001, "mask_rcnn/accuracy": 0.9039115646258504, "mask_rcnn/false_negative": 0.08447475637793625, "mask_rcnn/false_positive": 0.09958775885731555, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 31.0, "time": 0.7004569191485643, "total_loss": 1.343110432397225} {"data_time": 0.00986737385392189, "eta_seconds": 16988.423354818486, "iteration": 245459, "loss_fcos_cls": 0.18122586933895946, "loss_fcos_ctr": 0.6135321725159883, "loss_fcos_loc": 0.15888851962517947, "loss_mask": 0.24458970548585057, "loss_maskiou": 0.003924033211660571, "loss_sem_seg": 0.16013142571318895, "lr": 0.001, "mask_rcnn/accuracy": 0.8793894326598564, "mask_rcnn/false_negative": 0.10998088720165691, "mask_rcnn/false_positive": 0.12815042256809142, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.75, "time": 0.6955422572791576, "total_loss": 1.3710633928785683} {"data_time": 0.010472279042005539, "eta_seconds": 16974.57842318993, "iteration": 245479, "loss_fcos_cls": 0.18337317102123052, "loss_fcos_ctr": 0.6133498894050717, "loss_fcos_loc": 0.151834542513825, "loss_mask": 0.2294956324622035, "loss_maskiou": 0.004159770905971527, "loss_sem_seg": 0.1774609035346657, "lr": 0.001, "mask_rcnn/accuracy": 0.9093115034422736, "mask_rcnn/false_negative": 0.06912990820784297, "mask_rcnn/false_positive": 0.10829615704659576, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 26.25, "time": 0.6953108264133334, "total_loss": 1.379468118890145} {"data_time": 0.010279852896928787, "eta_seconds": 16966.691244581714, "iteration": 245499, "loss_fcos_cls": 0.17529832723084837, "loss_fcos_ctr": 0.6109853647649288, "loss_fcos_loc": 0.15108862204942852, "loss_mask": 0.23152773268520832, "loss_maskiou": 0.0038350693830579985, "loss_sem_seg": 0.18263813783414662, "lr": 0.001, "mask_rcnn/accuracy": 0.8729910714285714, "mask_rcnn/false_negative": 0.11134480740081645, "mask_rcnn/false_positive": 0.12318332071984896, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.75, "time": 0.6928737843409181, "total_loss": 1.3377348842586798} {"data_time": 0.009455614723265171, "eta_seconds": 16967.51696049515, "iteration": 245519, "loss_fcos_cls": 0.17926025693304837, "loss_fcos_ctr": 0.6134267752058804, "loss_fcos_loc": 0.15761858061887324, "loss_mask": 0.23062508180737495, "loss_maskiou": 0.004445429862244055, "loss_sem_seg": 0.17385509656742215, "lr": 0.001, "mask_rcnn/accuracy": 0.8941261980500703, "mask_rcnn/false_negative": 0.103133904364714, "mask_rcnn/false_positive": 0.119321196602897, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 26.5, "time": 0.6991935186088085, "total_loss": 1.3727761753652885} {"data_time": 0.009870553389191628, "eta_seconds": 16965.77416489739, "iteration": 245539, "loss_fcos_cls": 0.18347421078942716, "loss_fcos_ctr": 0.6137102181091905, "loss_fcos_loc": 0.16015243902802467, "loss_mask": 0.2362515488639474, "loss_maskiou": 0.0038776557994424365, "loss_sem_seg": 0.15724847628735006, "lr": 0.001, "mask_rcnn/accuracy": 0.880370938138124, "mask_rcnn/false_negative": 0.09581415953880529, "mask_rcnn/false_positive": 0.14979604605439387, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 31.0, "time": 0.7038559513166547, "total_loss": 1.3752352488518227} {"data_time": 0.009347787126898766, "eta_seconds": 16952.83998909965, "iteration": 245559, "loss_fcos_cls": 0.18295071879401803, "loss_fcos_ctr": 0.6150670936331153, "loss_fcos_loc": 0.16387214954011142, "loss_mask": 0.2434147773310542, "loss_maskiou": 0.003881338776409393, "loss_sem_seg": 0.1673779365955852, "lr": 0.001, "mask_rcnn/accuracy": 0.8956452968091999, "mask_rcnn/false_negative": 0.08389045966738537, "mask_rcnn/false_positive": 0.14238964409696625, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.75, "time": 0.6987939700484276, "total_loss": 1.3608395660776296} {"data_time": 0.010778550989925861, "eta_seconds": 16936.30472693406, "iteration": 245579, "loss_fcos_cls": 0.1780177380423993, "loss_fcos_ctr": 0.6123829148709774, "loss_fcos_loc": 0.15211139537859708, "loss_mask": 0.24067411618307233, "loss_maskiou": 0.0037343126623454737, "loss_sem_seg": 0.16959638288244605, "lr": 0.001, "mask_rcnn/accuracy": 0.895276056851312, "mask_rcnn/false_negative": 0.08350861967134363, "mask_rcnn/false_positive": 0.12225087151384773, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 30.5, "time": 0.6905763326212764, "total_loss": 1.3634617568350222} {"data_time": 0.010140892118215561, "eta_seconds": 16936.776754331775, "iteration": 245599, "loss_fcos_cls": 0.1900748600019142, "loss_fcos_ctr": 0.6135421274229884, "loss_fcos_loc": 0.15355997998267412, "loss_mask": 0.23445918504148722, "loss_maskiou": 0.004147342682699673, "loss_sem_seg": 0.1642335900105536, "lr": 0.001, "mask_rcnn/accuracy": 0.891627569395105, "mask_rcnn/false_negative": 0.08764646650964394, "mask_rcnn/false_positive": 0.13588313149875336, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 26.5, "time": 0.7134063122794032, "total_loss": 1.3695128177278093} {"data_time": 0.01057494804263115, "eta_seconds": 16914.357387509197, "iteration": 245619, "loss_fcos_cls": 0.17842885141726583, "loss_fcos_ctr": 0.6125081069767475, "loss_fcos_loc": 0.1529723993735388, "loss_mask": 0.23425558675080538, "loss_maskiou": 0.004352426316472702, "loss_sem_seg": 0.16047109954524785, "lr": 0.001, "mask_rcnn/accuracy": 0.8854598624037711, "mask_rcnn/false_negative": 0.09450665386369732, "mask_rcnn/false_positive": 0.1334597545965684, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.6959173297509551, "total_loss": 1.3392664546336164} {"data_time": 0.0099185137078166, "eta_seconds": 16911.880486569367, "iteration": 245639, "loss_fcos_cls": 0.16806926170829684, "loss_fcos_ctr": 0.6129359854385257, "loss_fcos_loc": 0.14474836905719712, "loss_mask": 0.23653153842315078, "loss_maskiou": 0.0038629367045359686, "loss_sem_seg": 0.17289264034479856, "lr": 0.001, "mask_rcnn/accuracy": 0.8895009618058775, "mask_rcnn/false_negative": 0.07984566158857093, "mask_rcnn/false_positive": 0.14835864648838487, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 25.75, "time": 0.7035920210182667, "total_loss": 1.349438001481758} {"data_time": 0.010253152810037136, "eta_seconds": 16897.99609718751, "iteration": 245659, "loss_fcos_cls": 0.18287380319088697, "loss_fcos_ctr": 0.6131395418196917, "loss_fcos_loc": 0.16330831381492317, "loss_mask": 0.2414677394554019, "loss_maskiou": 0.004525385098531842, "loss_sem_seg": 0.15866961621213704, "lr": 0.001, "mask_rcnn/accuracy": 0.9110808954558954, "mask_rcnn/false_negative": 0.06770980228005855, "mask_rcnn/false_positive": 0.11618616376478813, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 20.5, "time": 0.7069832356646657, "total_loss": 1.3594396877124382} {"data_time": 0.01092840638011694, "eta_seconds": 16881.24861448724, "iteration": 245679, "loss_fcos_cls": 0.1783211287111044, "loss_fcos_ctr": 0.6128762299194932, "loss_fcos_loc": 0.1554423647467047, "loss_mask": 0.23214074596762657, "loss_maskiou": 0.004027642953587929, "loss_sem_seg": 0.14857946312986314, "lr": 0.001, "mask_rcnn/accuracy": 0.9014584008206457, "mask_rcnn/false_negative": 0.0702519867729425, "mask_rcnn/false_positive": 0.12284494088359077, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.75, "time": 0.6855693105608225, "total_loss": 1.3409353752576862} {"data_time": 0.01012323796749115, "eta_seconds": 16872.74463829305, "iteration": 245699, "loss_fcos_cls": 0.16926649713423103, "loss_fcos_ctr": 0.6108366753906012, "loss_fcos_loc": 0.1505242285784334, "loss_mask": 0.24340397119522095, "loss_maskiou": 0.004394126786792185, "loss_sem_seg": 0.1705388721311465, "lr": 0.001, "mask_rcnn/accuracy": 0.8873878430682618, "mask_rcnn/false_negative": 0.09121420208138326, "mask_rcnn/false_positive": 0.128883573246739, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 25.75, "time": 0.7074583666399121, "total_loss": 1.3720092072016996} {"data_time": 0.010623522102832794, "eta_seconds": 16858.858177128248, "iteration": 245719, "loss_fcos_cls": 0.1855283782351762, "loss_fcos_ctr": 0.6150610502809286, "loss_fcos_loc": 0.15897565986961126, "loss_mask": 0.25084040220826864, "loss_maskiou": 0.004494754088227637, "loss_sem_seg": 0.1777144477237016, "lr": 0.001, "mask_rcnn/accuracy": 0.8904454920079921, "mask_rcnn/false_negative": 0.09525366653792686, "mask_rcnn/false_positive": 0.10536227391061555, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 30.75, "time": 0.7045570239424706, "total_loss": 1.3995781204575906} {"data_time": 0.010529279708862305, "eta_seconds": 16828.021807297133, "iteration": 245739, "loss_fcos_cls": 0.1869190172292292, "loss_fcos_ctr": 0.6115505835041404, "loss_fcos_loc": 0.15313645426067524, "loss_mask": 0.23706631641834974, "loss_maskiou": 0.0037092992934049107, "loss_sem_seg": 0.18593500182032585, "lr": 0.001, "mask_rcnn/accuracy": 0.9000311586143603, "mask_rcnn/false_negative": 0.07622122225375969, "mask_rcnn/false_positive": 0.12034330145939988, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 31.0, "time": 0.6756450291723013, "total_loss": 1.3624001251882873} {"data_time": 0.00948426779359579, "eta_seconds": 16809.8115750039, "iteration": 245759, "loss_fcos_cls": 0.18162321200361475, "loss_fcos_ctr": 0.6112936735153198, "loss_fcos_loc": 0.14652413228759542, "loss_mask": 0.23111770395189524, "loss_maskiou": 0.003913791970262537, "loss_sem_seg": 0.1477742186980322, "lr": 0.001, "mask_rcnn/accuracy": 0.9195600337713433, "mask_rcnn/false_negative": 0.0730461548272898, "mask_rcnn/false_positive": 0.1036507928492709, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 26.25, "time": 0.6678091296926141, "total_loss": 1.3132313232890738} {"data_time": 0.01017819344997406, "eta_seconds": 16803.357133951038, "iteration": 245779, "loss_fcos_cls": 0.1705338698811829, "loss_fcos_ctr": 0.6151890084147453, "loss_fcos_loc": 0.15616984548978508, "loss_mask": 0.22497079148888588, "loss_maskiou": 0.004193095526716206, "loss_sem_seg": 0.15689104609191418, "lr": 0.001, "mask_rcnn/accuracy": 0.8985642732702837, "mask_rcnn/false_negative": 0.07809613379288274, "mask_rcnn/false_positive": 0.11401431553346958, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 24.75, "time": 0.6870561446994543, "total_loss": 1.3384721021720907} {"data_time": 0.009685375727713108, "eta_seconds": 16789.48210225627, "iteration": 245799, "loss_fcos_cls": 0.17048844241071492, "loss_fcos_ctr": 0.6142862159758806, "loss_fcos_loc": 0.15090429538395256, "loss_mask": 0.22930560586974025, "loss_maskiou": 0.004483153963519726, "loss_sem_seg": 0.17284961696714163, "lr": 0.001, "mask_rcnn/accuracy": 0.8900999793856936, "mask_rcnn/false_negative": 0.09543624292475913, "mask_rcnn/false_positive": 0.1298003460513938, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 32.75, "time": 0.684502319432795, "total_loss": 1.3439522093976848} {"data_time": 0.009811892174184322, "eta_seconds": 16779.845167921856, "iteration": 245819, "loss_fcos_cls": 0.17791502899490297, "loss_fcos_ctr": 0.6138811856508255, "loss_fcos_loc": 0.14857991167809814, "loss_mask": 0.23768120212480426, "loss_maskiou": 0.004393369163153693, "loss_sem_seg": 0.17366306437179446, "lr": 0.001, "mask_rcnn/accuracy": 0.8807432247092386, "mask_rcnn/false_negative": 0.09772268965095302, "mask_rcnn/false_positive": 0.11975501294405566, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 34.5, "time": 0.7011107401922345, "total_loss": 1.3573083860828774} {"data_time": 0.010479891672730446, "eta_seconds": 16786.100868387148, "iteration": 245839, "loss_fcos_cls": 0.18150666018482298, "loss_fcos_ctr": 0.6105296071618795, "loss_fcos_loc": 0.14956432208418846, "loss_mask": 0.23460882157087326, "loss_maskiou": 0.004101251368410885, "loss_sem_seg": 0.16626680945046246, "lr": 0.001, "mask_rcnn/accuracy": 0.8942503392130258, "mask_rcnn/false_negative": 0.08502071708122097, "mask_rcnn/false_positive": 0.12067091136352961, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 28.75, "time": 0.6991070611402392, "total_loss": 1.3720993799361167} {"data_time": 0.010143894702196121, "eta_seconds": 16764.47657378018, "iteration": 245859, "loss_fcos_cls": 0.17645715887192637, "loss_fcos_ctr": 0.6133007523603737, "loss_fcos_loc": 0.1530920829391107, "loss_mask": 0.24275215668603778, "loss_maskiou": 0.004489702179853339, "loss_sem_seg": 0.18297223327681422, "lr": 0.001, "mask_rcnn/accuracy": 0.9052893494167427, "mask_rcnn/false_negative": 0.07788337187599367, "mask_rcnn/false_positive": 0.10601786172085031, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 28.0, "time": 0.69123041536659, "total_loss": 1.3635556749650277} {"data_time": 0.010477389208972454, "eta_seconds": 16758.31046092324, "iteration": 245879, "loss_fcos_cls": 0.18382010341156274, "loss_fcos_ctr": 0.6151721496134996, "loss_fcos_loc": 0.1586851776810363, "loss_mask": 0.2430807761847973, "loss_maskiou": 0.004257712276739767, "loss_sem_seg": 0.15758939716033638, "lr": 0.001, "mask_rcnn/accuracy": 0.8868856592701265, "mask_rcnn/false_negative": 0.10003786200630838, "mask_rcnn/false_positive": 0.13221209365608255, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 25.0, "time": 0.6894667409360409, "total_loss": 1.3822035723969748} {"data_time": 0.00981232337653637, "eta_seconds": 16744.415257191285, "iteration": 245899, "loss_fcos_cls": 0.17724219724186696, "loss_fcos_ctr": 0.61345444759354, "loss_fcos_loc": 0.1536890434799716, "loss_mask": 0.22820036252960563, "loss_maskiou": 0.004131737903662724, "loss_sem_seg": 0.15848350699525326, "lr": 0.001, "mask_rcnn/accuracy": 0.897030236342202, "mask_rcnn/false_negative": 0.09252741129450198, "mask_rcnn/false_positive": 0.10228106674594883, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 26.0, "time": 0.6803128104656935, "total_loss": 1.3236475066769344} {"data_time": 0.01035335659980774, "eta_seconds": 16719.993565480225, "iteration": 245919, "loss_fcos_cls": 0.18489893805235624, "loss_fcos_ctr": 0.6120169078931212, "loss_fcos_loc": 0.15461667603813112, "loss_mask": 0.23359103687107563, "loss_maskiou": 0.0038515102496603504, "loss_sem_seg": 0.15770184743450955, "lr": 0.001, "mask_rcnn/accuracy": 0.8997685559230431, "mask_rcnn/false_negative": 0.09265750405943432, "mask_rcnn/false_positive": 0.12436890712981863, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 31.0, "time": 0.6810781667008996, "total_loss": 1.3453737583804468} {"data_time": 0.010215087793767452, "eta_seconds": 16696.5739458818, "iteration": 245939, "loss_fcos_cls": 0.18798005784628913, "loss_fcos_ctr": 0.612568479962647, "loss_fcos_loc": 0.1621442158939317, "loss_mask": 0.2390930326655507, "loss_maskiou": 0.003898567687429022, "loss_sem_seg": 0.16804583556950092, "lr": 0.001, "mask_rcnn/accuracy": 0.8852446123651481, "mask_rcnn/false_negative": 0.09793040295243313, "mask_rcnn/false_positive": 0.13637118689092187, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.25, "time": 0.6808636467903852, "total_loss": 1.3664040314979502} {"data_time": 0.010386483743786812, "eta_seconds": 16688.44220879581, "iteration": 245959, "loss_fcos_cls": 0.176420399104245, "loss_fcos_ctr": 0.6146252388134599, "loss_fcos_loc": 0.1632320978678763, "loss_mask": 0.23206927021965384, "loss_maskiou": 0.003816662638200796, "loss_sem_seg": 0.15989153739064932, "lr": 0.001, "mask_rcnn/accuracy": 0.9042344454015372, "mask_rcnn/false_negative": 0.06953862537824591, "mask_rcnn/false_positive": 0.1186457216721603, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 27.0, "time": 0.6897902861237526, "total_loss": 1.349311418889556} {"data_time": 0.009915316477417946, "eta_seconds": 16699.48221889045, "iteration": 245979, "loss_fcos_cls": 0.17858998919837177, "loss_fcos_ctr": 0.6119155711494386, "loss_fcos_loc": 0.15535294346045703, "loss_mask": 0.2340059131383896, "loss_maskiou": 0.0036003667664772365, "loss_sem_seg": 0.17034407192841172, "lr": 0.001, "mask_rcnn/accuracy": 0.898171768707483, "mask_rcnn/false_negative": 0.06886021535240903, "mask_rcnn/false_positive": 0.1452981522259475, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.75, "time": 0.7107980670407414, "total_loss": 1.3464521575078834} {"data_time": 0.01027600560337305, "eta_seconds": 16695.917602243833, "iteration": 245999, "loss_fcos_cls": 0.18335301816114224, "loss_fcos_ctr": 0.6154941120184958, "loss_fcos_loc": 0.16010747305699624, "loss_mask": 0.23169766273349524, "loss_maskiou": 0.004054934141095146, "loss_sem_seg": 0.18472144880797714, "lr": 0.001, "mask_rcnn/accuracy": 0.8847274878330779, "mask_rcnn/false_negative": 0.0946559368073771, "mask_rcnn/false_positive": 0.10489718870074184, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.75, "time": 0.7023664610460401, "total_loss": 1.397550692248842} {"data_time": 0.010898271575570107, "eta_seconds": 16662.728892945684, "iteration": 246019, "loss_fcos_cls": 0.1725162878865376, "loss_fcos_ctr": 0.6132929492741823, "loss_fcos_loc": 0.15213311684783548, "loss_mask": 0.2324432898312807, "loss_maskiou": 0.00398104920896003, "loss_sem_seg": 0.18497433722950518, "lr": 0.001, "mask_rcnn/accuracy": 0.88828125, "mask_rcnn/false_negative": 0.11658518634038946, "mask_rcnn/false_positive": 0.1324518951386886, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 30.5, "time": 0.682731531560421, "total_loss": 1.3628841756362817} {"data_time": 0.010149470530450344, "eta_seconds": 16631.371985186823, "iteration": 246039, "loss_fcos_cls": 0.17921638023108244, "loss_fcos_ctr": 0.6134602120146155, "loss_fcos_loc": 0.1539194995420985, "loss_mask": 0.24385838210582733, "loss_maskiou": 0.004291670935344882, "loss_sem_seg": 0.1809554137289524, "lr": 0.001, "mask_rcnn/accuracy": 0.8922245857590685, "mask_rcnn/false_negative": 0.09409249580772622, "mask_rcnn/false_positive": 0.132678803796956, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 32.75, "time": 0.682592230848968, "total_loss": 1.3803527907293756} {"data_time": 0.01023703720420599, "eta_seconds": 16619.025619599037, "iteration": 246059, "loss_fcos_cls": 0.18092855531722307, "loss_fcos_ctr": 0.6143151735886931, "loss_fcos_loc": 0.1607599213020876, "loss_mask": 0.24856626288965344, "loss_maskiou": 0.0038190467093954794, "loss_sem_seg": 0.18029776588082314, "lr": 0.001, "mask_rcnn/accuracy": 0.8993243066457353, "mask_rcnn/false_negative": 0.09303348710005901, "mask_rcnn/false_positive": 0.11652564540114971, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 23.25, "time": 0.6987108690664172, "total_loss": 1.37800877531663} {"data_time": 0.010681740008294582, "eta_seconds": 16598.456423247233, "iteration": 246079, "loss_fcos_cls": 0.1683587016304955, "loss_fcos_ctr": 0.6147710029035807, "loss_fcos_loc": 0.15334672341123223, "loss_mask": 0.23619661200791597, "loss_maskiou": 0.003985488758189604, "loss_sem_seg": 0.17172929388470948, "lr": 0.001, "mask_rcnn/accuracy": 0.8995278643189695, "mask_rcnn/false_negative": 0.09643753000015484, "mask_rcnn/false_positive": 0.1004498729058155, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 21.5, "time": 0.6895463056862354, "total_loss": 1.3678987640305422} {"data_time": 0.008664192631840706, "eta_seconds": 16584.57869537361, "iteration": 246099, "loss_fcos_cls": 0.16359165706671774, "loss_fcos_ctr": 0.6133489250205457, "loss_fcos_loc": 0.1550282055977732, "loss_mask": 0.21271734265610576, "loss_maskiou": 0.0033230676781386137, "loss_sem_seg": 0.15480047545861453, "lr": 0.001, "mask_rcnn/accuracy": 0.9102225711713257, "mask_rcnn/false_negative": 0.07974150767482169, "mask_rcnn/false_positive": 0.09271238391854747, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 22.5, "time": 0.6910144882276654, "total_loss": 1.3275660568615422} {"data_time": 0.0102351363748312, "eta_seconds": 16558.378655765206, "iteration": 246119, "loss_fcos_cls": 0.18359688122291118, "loss_fcos_ctr": 0.6112946504727006, "loss_fcos_loc": 0.14880400116089731, "loss_mask": 0.23154459055513144, "loss_maskiou": 0.00423589521960821, "loss_sem_seg": 0.16721543483436108, "lr": 0.001, "mask_rcnn/accuracy": 0.9099573349724681, "mask_rcnn/false_negative": 0.08258441591774925, "mask_rcnn/false_positive": 0.10713351236257679, "roi_head/num_bg_samples": 39.0, "roi_head/num_fg_samples": 20.0, "time": 0.6723853498697281, "total_loss": 1.338861784839537} {"data_time": 0.010360061191022396, "eta_seconds": 16537.698738614097, "iteration": 246139, "loss_fcos_cls": 0.18082670122385025, "loss_fcos_ctr": 0.6145676868036389, "loss_fcos_loc": 0.157418874790892, "loss_mask": 0.2327502155676484, "loss_maskiou": 0.0038400169632950565, "loss_sem_seg": 0.15818133461289108, "lr": 0.001, "mask_rcnn/accuracy": 0.8948680237401083, "mask_rcnn/false_negative": 0.0944204915047798, "mask_rcnn/false_positive": 0.10386919820931345, "roi_head/num_bg_samples": 41.25, "roi_head/num_fg_samples": 26.0, "time": 0.6876662168651819, "total_loss": 1.360567569066916} {"data_time": 0.010317865759134293, "eta_seconds": 16533.71391761396, "iteration": 246159, "loss_fcos_cls": 0.1805739626288414, "loss_fcos_ctr": 0.6123538473621011, "loss_fcos_loc": 0.1542330328375101, "loss_mask": 0.237563400529325, "loss_maskiou": 0.003596698055844172, "loss_sem_seg": 0.1669306253315881, "lr": 0.001, "mask_rcnn/accuracy": 0.8900135054021608, "mask_rcnn/false_negative": 0.09997079218348812, "mask_rcnn/false_positive": 0.12681537122858907, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 33.0, "time": 0.7026292681694031, "total_loss": 1.3550489939843828} {"data_time": 0.01104497630149126, "eta_seconds": 16527.002068710513, "iteration": 246179, "loss_fcos_cls": 0.17419473244808614, "loss_fcos_ctr": 0.6129845343530178, "loss_fcos_loc": 0.15307535487227142, "loss_mask": 0.23779756668955088, "loss_maskiou": 0.0043163017617189325, "loss_sem_seg": 0.18093769706320018, "lr": 0.001, "mask_rcnn/accuracy": 0.8812823018817917, "mask_rcnn/false_negative": 0.10893536306337187, "mask_rcnn/false_positive": 0.1013426661065104, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 24.5, "time": 0.6784941339865327, "total_loss": 1.359372251205059} {"data_time": 0.010802168399095535, "eta_seconds": 16520.31570549775, "iteration": 246199, "loss_fcos_cls": 0.17026484501548111, "loss_fcos_ctr": 0.6114244284108281, "loss_fcos_loc": 0.14550454483833164, "loss_mask": 0.24465959472581744, "loss_maskiou": 0.004597370985720772, "loss_sem_seg": 0.1784844461362809, "lr": 0.001, "mask_rcnn/accuracy": 0.883773233809243, "mask_rcnn/false_negative": 0.08853326083064678, "mask_rcnn/false_positive": 0.12024878489492585, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 26.75, "time": 0.6953779421746731, "total_loss": 1.3675732593110297} {"data_time": 0.010087679140269756, "eta_seconds": 16499.250081692822, "iteration": 246219, "loss_fcos_cls": 0.17903412191662937, "loss_fcos_ctr": 0.6111652385443449, "loss_fcos_loc": 0.15591118938755244, "loss_mask": 0.23896737955510616, "loss_maskiou": 0.004235959591824212, "loss_sem_seg": 0.16651103645563126, "lr": 0.001, "mask_rcnn/accuracy": 0.8838800233373028, "mask_rcnn/false_negative": 0.10081629789806909, "mask_rcnn/false_positive": 0.13586704111353518, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.5, "time": 0.6951177222654223, "total_loss": 1.3839242028043373} {"data_time": 0.010776758193969727, "eta_seconds": 16506.139003559947, "iteration": 246239, "loss_fcos_cls": 0.18620361131615937, "loss_fcos_ctr": 0.6137419827282429, "loss_fcos_loc": 0.16127210791455582, "loss_mask": 0.2509913658723235, "loss_maskiou": 0.004574897251586663, "loss_sem_seg": 0.1715674283914268, "lr": 0.001, "mask_rcnn/accuracy": 0.88734847079651, "mask_rcnn/false_negative": 0.1065168593946364, "mask_rcnn/false_positive": 0.11314279986271769, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 25.75, "time": 0.7178450720384717, "total_loss": 1.3726481813573628} {"data_time": 0.010093015618622303, "eta_seconds": 16489.55640511401, "iteration": 246259, "loss_fcos_cls": 0.17247741750907153, "loss_fcos_ctr": 0.6126737203449011, "loss_fcos_loc": 0.15282233920879662, "loss_mask": 0.22707714838907123, "loss_maskiou": 0.0036089829554839525, "loss_sem_seg": 0.17016416933620349, "lr": 0.001, "mask_rcnn/accuracy": 0.88070705848954, "mask_rcnn/false_negative": 0.09337263931951778, "mask_rcnn/false_positive": 0.12682590065367377, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 28.0, "time": 0.6773841204121709, "total_loss": 1.3424348604967236} {"data_time": 0.01094272080808878, "eta_seconds": 16469.539887414314, "iteration": 246279, "loss_fcos_cls": 0.17105145088862628, "loss_fcos_ctr": 0.6140124071389437, "loss_fcos_loc": 0.15237577247899026, "loss_mask": 0.23791410867124796, "loss_maskiou": 0.004341754154665978, "loss_sem_seg": 0.16287377290427685, "lr": 0.001, "mask_rcnn/accuracy": 0.9022754190962099, "mask_rcnn/false_negative": 0.08270367297897163, "mask_rcnn/false_positive": 0.1210188081076434, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 29.0, "time": 0.6830388475209475, "total_loss": 1.351097155116804} {"data_time": 0.00933009386062622, "eta_seconds": 16483.497297114693, "iteration": 246299, "loss_fcos_cls": 0.18137437329278328, "loss_fcos_ctr": 0.6153055736795068, "loss_fcos_loc": 0.15363327879458666, "loss_mask": 0.2411815314553678, "loss_maskiou": 0.004102066246559843, "loss_sem_seg": 0.15088649629615247, "lr": 0.001, "mask_rcnn/accuracy": 0.883183976849745, "mask_rcnn/false_negative": 0.09073093883588951, "mask_rcnn/false_positive": 0.12827547634671477, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 28.75, "time": 0.7135502565652132, "total_loss": 1.3510480422082765} {"data_time": 0.010615785606205463, "eta_seconds": 16480.53081384115, "iteration": 246319, "loss_fcos_cls": 0.1724299857742153, "loss_fcos_ctr": 0.6139719057828188, "loss_fcos_loc": 0.15818351902998984, "loss_mask": 0.23767375526949763, "loss_maskiou": 0.0039747814553265925, "loss_sem_seg": 0.17011693469248712, "lr": 0.001, "mask_rcnn/accuracy": 0.8843696853741496, "mask_rcnn/false_negative": 0.0862919898572064, "mask_rcnn/false_positive": 0.1289311353199201, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 24.25, "time": 0.6993589634075761, "total_loss": 1.347978573088767} {"data_time": 0.010236118920147419, "eta_seconds": 16445.52605002653, "iteration": 246339, "loss_fcos_cls": 0.1719705486902967, "loss_fcos_ctr": 0.6119887959212065, "loss_fcos_loc": 0.1547221669461578, "loss_mask": 0.2348142620176077, "loss_maskiou": 0.003641221446741838, "loss_sem_seg": 0.16360903554596007, "lr": 0.001, "mask_rcnn/accuracy": 0.9048639033926824, "mask_rcnn/false_negative": 0.07164069184102045, "mask_rcnn/false_positive": 0.11278775308456133, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 23.25, "time": 0.6822129907086492, "total_loss": 1.3348807951297204} {"data_time": 0.010534443892538548, "eta_seconds": 16422.778173610568, "iteration": 246359, "loss_fcos_cls": 0.17772236303426325, "loss_fcos_ctr": 0.6125691030174494, "loss_fcos_loc": 0.1529778060503304, "loss_mask": 0.2270801942795515, "loss_maskiou": 0.003833003189356532, "loss_sem_seg": 0.1726401598425582, "lr": 0.001, "mask_rcnn/accuracy": 0.8892126043857971, "mask_rcnn/false_negative": 0.09003903214733763, "mask_rcnn/false_positive": 0.11470676073818091, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.0, "time": 0.694788595661521, "total_loss": 1.3413900769883185} {"data_time": 0.010517461225390434, "eta_seconds": 16408.88470195234, "iteration": 246379, "loss_fcos_cls": 0.1844665331300348, "loss_fcos_ctr": 0.6134652588516474, "loss_fcos_loc": 0.15516835264861584, "loss_mask": 0.24154047295451164, "loss_maskiou": 0.00421488444408169, "loss_sem_seg": 0.1736716099549085, "lr": 0.001, "mask_rcnn/accuracy": 0.8840665567338195, "mask_rcnn/false_negative": 0.09248402877748621, "mask_rcnn/false_positive": 0.12477672376204008, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 22.25, "time": 0.6942921318113804, "total_loss": 1.3509909010917909} {"data_time": 0.010251189582049847, "eta_seconds": 16418.782208547927, "iteration": 246399, "loss_fcos_cls": 0.17937051644548774, "loss_fcos_ctr": 0.6137095093727112, "loss_fcos_loc": 0.15187429072102532, "loss_mask": 0.22684181854128838, "loss_maskiou": 0.00406547711827443, "loss_sem_seg": 0.18611190537922084, "lr": 0.001, "mask_rcnn/accuracy": 0.9250051583133253, "mask_rcnn/false_negative": 0.06146632553538184, "mask_rcnn/false_positive": 0.0833768968770616, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.75, "time": 0.7115466305986047, "total_loss": 1.3524652810956468} {"data_time": 0.010436615906655788, "eta_seconds": 16404.868575898, "iteration": 246419, "loss_fcos_cls": 0.17594469711184502, "loss_fcos_ctr": 0.6133659593760967, "loss_fcos_loc": 0.14941255550365895, "loss_mask": 0.2359278490766883, "loss_maskiou": 0.003659164452983532, "loss_sem_seg": 0.15987009136006236, "lr": 0.001, "mask_rcnn/accuracy": 0.8984051501035197, "mask_rcnn/false_negative": 0.07221351759294262, "mask_rcnn/false_positive": 0.14732476380278575, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.0, "time": 0.6692777397111058, "total_loss": 1.3395704109498183} {"data_time": 0.0098556624725461, "eta_seconds": 16393.08838472888, "iteration": 246439, "loss_fcos_cls": 0.18198129872325808, "loss_fcos_ctr": 0.6144011188298464, "loss_fcos_loc": 0.16012053389567882, "loss_mask": 0.24411783926188946, "loss_maskiou": 0.004231093993439572, "loss_sem_seg": 0.1874988367781043, "lr": 0.001, "mask_rcnn/accuracy": 0.885789624291275, "mask_rcnn/false_negative": 0.08891594544937585, "mask_rcnn/false_positive": 0.1481663865312493, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 23.0, "time": 0.704205215908587, "total_loss": 1.3954489907628158} {"data_time": 0.010635985061526299, "eta_seconds": 16381.172784816474, "iteration": 246459, "loss_fcos_cls": 0.17357545207778458, "loss_fcos_ctr": 0.6131392205134034, "loss_fcos_loc": 0.15907059074379504, "loss_mask": 0.23867584951221943, "loss_maskiou": 0.004091604329005349, "loss_sem_seg": 0.17608530330471694, "lr": 0.001, "mask_rcnn/accuracy": 0.8877952124245925, "mask_rcnn/false_negative": 0.09336492291624535, "mask_rcnn/false_positive": 0.12159148453662341, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.5, "time": 0.703927269205451, "total_loss": 1.3617554192023817} {"data_time": 0.010659720748662949, "eta_seconds": 16380.6585192997, "iteration": 246479, "loss_fcos_cls": 0.17514005349949002, "loss_fcos_ctr": 0.6152495807036757, "loss_fcos_loc": 0.1634015718009323, "loss_mask": 0.2443636804819107, "loss_maskiou": 0.004066031371621648, "loss_sem_seg": 0.18097595730796456, "lr": 0.001, "mask_rcnn/accuracy": 0.8870166358049011, "mask_rcnn/false_negative": 0.08923912339202358, "mask_rcnn/false_positive": 0.12370301407602424, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 25.5, "time": 0.7133303573355079, "total_loss": 1.4023081118430127} {"data_time": 0.011079476214945316, "eta_seconds": 16360.721885924228, "iteration": 246499, "loss_fcos_cls": 0.1738793292606715, "loss_fcos_ctr": 0.611101571470499, "loss_fcos_loc": 0.1504875032696873, "loss_mask": 0.23263750365003943, "loss_maskiou": 0.0035859673148479487, "loss_sem_seg": 0.1656715148128569, "lr": 0.001, "mask_rcnn/accuracy": 0.8876577753743007, "mask_rcnn/false_negative": 0.09459816360519333, "mask_rcnn/false_positive": 0.13136664653951152, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.25, "time": 0.6841250145807862, "total_loss": 1.336856676890875} {"data_time": 0.009780908934772015, "eta_seconds": 16352.712939555757, "iteration": 246519, "loss_fcos_cls": 0.18560282263206318, "loss_fcos_ctr": 0.616273210849613, "loss_fcos_loc": 0.16170454071834683, "loss_mask": 0.24036934692412615, "loss_maskiou": 0.004287230962290778, "loss_sem_seg": 0.17111233226023614, "lr": 0.001, "mask_rcnn/accuracy": 0.9082722980644089, "mask_rcnn/false_negative": 0.07512432653634546, "mask_rcnn/false_positive": 0.1026097448291925, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 32.0, "time": 0.7197992466390133, "total_loss": 1.388696288862775} {"data_time": 0.01038356777280569, "eta_seconds": 16332.875033644028, "iteration": 246539, "loss_fcos_cls": 0.1816254686564207, "loss_fcos_ctr": 0.6099801445379853, "loss_fcos_loc": 0.15136636653915048, "loss_mask": 0.23961031436920166, "loss_maskiou": 0.004249055516993394, "loss_sem_seg": 0.16509904363192618, "lr": 0.001, "mask_rcnn/accuracy": 0.896079408882833, "mask_rcnn/false_negative": 0.1017481517816306, "mask_rcnn/false_positive": 0.09586538117514301, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 19.0, "time": 0.7011770503595471, "total_loss": 1.3474595227162354} {"data_time": 0.010327624157071114, "eta_seconds": 16324.856011929922, "iteration": 246559, "loss_fcos_cls": 0.17288941203150898, "loss_fcos_ctr": 0.613045966019854, "loss_fcos_loc": 0.1475096729118377, "loss_mask": 0.23081255098804832, "loss_maskiou": 0.0036526937437884044, "loss_sem_seg": 0.1599918743595481, "lr": 0.001, "mask_rcnn/accuracy": 0.9020881079704609, "mask_rcnn/false_negative": 0.0853197141234756, "mask_rcnn/false_positive": 0.10791649140766342, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 25.5, "time": 0.7005191976204515, "total_loss": 1.338426926135071} {"data_time": 0.011024241335690022, "eta_seconds": 16312.727865113877, "iteration": 246579, "loss_fcos_cls": 0.18191595829557627, "loss_fcos_ctr": 0.613830984570086, "loss_fcos_loc": 0.14705149887595326, "loss_mask": 0.24340443965047598, "loss_maskiou": 0.004264287948899437, "loss_sem_seg": 0.1815576357766986, "lr": 0.001, "mask_rcnn/accuracy": 0.8808444033101045, "mask_rcnn/false_negative": 0.09726013384041211, "mask_rcnn/false_positive": 0.15959357352007394, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.5, "time": 0.6967926388606429, "total_loss": 1.3846238576188625} {"data_time": 0.010136481374502182, "eta_seconds": 16280.720777982846, "iteration": 246599, "loss_fcos_cls": 0.17752747191116214, "loss_fcos_ctr": 0.6154775302857161, "loss_fcos_loc": 0.15417797717964277, "loss_mask": 0.23704072181135416, "loss_maskiou": 0.004600915708579123, "loss_sem_seg": 0.16852140077389777, "lr": 0.001, "mask_rcnn/accuracy": 0.8932996158977653, "mask_rcnn/false_negative": 0.08987175649852083, "mask_rcnn/false_positive": 0.11093807060295867, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.25, "time": 0.6775048738345504, "total_loss": 1.3728643149897835} {"data_time": 0.01016164105385542, "eta_seconds": 16268.131033057347, "iteration": 246619, "loss_fcos_cls": 0.18028565839631483, "loss_fcos_ctr": 0.6158823138102889, "loss_fcos_loc": 0.15932158066425472, "loss_mask": 0.2346515259705484, "loss_maskiou": 0.004121033038245514, "loss_sem_seg": 0.20250736153684556, "lr": 0.001, "mask_rcnn/accuracy": 0.8891886072980388, "mask_rcnn/false_negative": 0.10100288508033317, "mask_rcnn/false_positive": 0.12072948165772665, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 28.5, "time": 0.7071219719946384, "total_loss": 1.36617820360334} {"data_time": 0.010088419541716576, "eta_seconds": 16249.465768114664, "iteration": 246639, "loss_fcos_cls": 0.17878055176697671, "loss_fcos_ctr": 0.6126853870227933, "loss_fcos_loc": 0.15800963272340596, "loss_mask": 0.23620939441025257, "loss_maskiou": 0.0042540438334981445, "loss_sem_seg": 0.15873971744440496, "lr": 0.001, "mask_rcnn/accuracy": 0.9088612528344671, "mask_rcnn/false_negative": 0.06187297588258476, "mask_rcnn/false_positive": 0.11839095735643188, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 25.75, "time": 0.6841220827773213, "total_loss": 1.3640154017848545} {"data_time": 0.009836013428866863, "eta_seconds": 16237.90498409886, "iteration": 246659, "loss_fcos_cls": 0.17457554442808032, "loss_fcos_ctr": 0.6131128137931228, "loss_fcos_loc": 0.15775166894309223, "loss_mask": 0.22813147027045488, "loss_maskiou": 0.003460516170889605, "loss_sem_seg": 0.173756506992504, "lr": 0.001, "mask_rcnn/accuracy": 0.9239095477934764, "mask_rcnn/false_negative": 0.06405251202118271, "mask_rcnn/false_positive": 0.08547377088721672, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 23.0, "time": 0.7137027401477098, "total_loss": 1.3578592641970317} {"data_time": 0.010201956145465374, "eta_seconds": 16241.285229052417, "iteration": 246679, "loss_fcos_cls": 0.18902227515354753, "loss_fcos_ctr": 0.614028153475374, "loss_fcos_loc": 0.16010726639069617, "loss_mask": 0.25325804576277733, "loss_maskiou": 0.004203928736387752, "loss_sem_seg": 0.15867026685737073, "lr": 0.001, "mask_rcnn/accuracy": 0.8931954617170563, "mask_rcnn/false_negative": 0.09934704000477176, "mask_rcnn/false_positive": 0.09634200668978776, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.7105704490095377, "total_loss": 1.3626991861237912} {"data_time": 0.01010935753583908, "eta_seconds": 16207.73091318179, "iteration": 246699, "loss_fcos_cls": 0.1868127714842558, "loss_fcos_ctr": 0.6130764847621322, "loss_fcos_loc": 0.1614543546747882, "loss_mask": 0.24061464052647352, "loss_maskiou": 0.0038530468300450593, "loss_sem_seg": 0.1696522762067616, "lr": 0.001, "mask_rcnn/accuracy": 0.9000477626115382, "mask_rcnn/false_negative": 0.08378393923212551, "mask_rcnn/false_positive": 0.1210397127838202, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 25.0, "time": 0.6861731885001063, "total_loss": 1.3866720996647928} {"data_time": 0.010569090954959393, "eta_seconds": 16191.397011692636, "iteration": 246719, "loss_fcos_cls": 0.17816766374744475, "loss_fcos_ctr": 0.6113003455102444, "loss_fcos_loc": 0.149088304489851, "loss_mask": 0.23363814922049642, "loss_maskiou": 0.00408989672359894, "loss_sem_seg": 0.17171838274225593, "lr": 0.001, "mask_rcnn/accuracy": 0.916323473833978, "mask_rcnn/false_negative": 0.061202744274696026, "mask_rcnn/false_positive": 0.1204633051235108, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 25.75, "time": 0.6966374237090349, "total_loss": 1.3443313014304294} {"data_time": 0.00970402080565691, "eta_seconds": 16182.250453499146, "iteration": 246739, "loss_fcos_cls": 0.17569110239855945, "loss_fcos_ctr": 0.6098875794559717, "loss_fcos_loc": 0.14389197347918525, "loss_mask": 0.22061861492693424, "loss_maskiou": 0.00373386952560395, "loss_sem_seg": 0.16916302870959044, "lr": 0.001, "mask_rcnn/accuracy": 0.8872911298914234, "mask_rcnn/false_negative": 0.09653216560483432, "mask_rcnn/false_positive": 0.13323898594912836, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.5, "time": 0.6760884737595916, "total_loss": 1.317572150084743} {"data_time": 0.00963094923645258, "eta_seconds": 16170.721241148189, "iteration": 246759, "loss_fcos_cls": 0.18365009827539325, "loss_fcos_ctr": 0.613366162404418, "loss_fcos_loc": 0.15994063415564597, "loss_mask": 0.24179578758776188, "loss_maskiou": 0.0038850087876198813, "loss_sem_seg": 0.1523939473554492, "lr": 0.001, "mask_rcnn/accuracy": 0.8990074753305577, "mask_rcnn/false_negative": 0.09090981891978918, "mask_rcnn/false_positive": 0.11879450934472657, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.25, "time": 0.6993747828528285, "total_loss": 1.367683830758324} {"data_time": 0.010293056257069111, "eta_seconds": 16155.489816056564, "iteration": 246779, "loss_fcos_cls": 0.18047164054587483, "loss_fcos_ctr": 0.6097135622985661, "loss_fcos_loc": 0.1421719322388526, "loss_mask": 0.22438208106905222, "loss_maskiou": 0.0036630009763030102, "loss_sem_seg": 0.153721229522489, "lr": 0.001, "mask_rcnn/accuracy": 0.8969208488764633, "mask_rcnn/false_negative": 0.1001296170853295, "mask_rcnn/false_positive": 0.09864793934200822, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 30.75, "time": 0.6875637415796518, "total_loss": 1.3230988804425579} {"data_time": 0.009280490688979626, "eta_seconds": 16145.823754003271, "iteration": 246799, "loss_fcos_cls": 0.17826749524101615, "loss_fcos_ctr": 0.6146359452977777, "loss_fcos_loc": 0.15227917744778097, "loss_mask": 0.24288611114025116, "loss_maskiou": 0.004036865568195935, "loss_sem_seg": 0.16779739467892796, "lr": 0.001, "mask_rcnn/accuracy": 0.8930571728691477, "mask_rcnn/false_negative": 0.08990272642338143, "mask_rcnn/false_positive": 0.14920872694068243, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 33.75, "time": 0.6998552484437823, "total_loss": 1.3728203925056732} {"data_time": 0.010133686475455761, "eta_seconds": 16127.66071340628, "iteration": 246819, "loss_fcos_cls": 0.18186521343886852, "loss_fcos_ctr": 0.6127000488340855, "loss_fcos_loc": 0.15313318534754217, "loss_mask": 0.2319278004579246, "loss_maskiou": 0.004088861271156929, "loss_sem_seg": 0.17198698525317013, "lr": 0.001, "mask_rcnn/accuracy": 0.8952523807434521, "mask_rcnn/false_negative": 0.0861368226295986, "mask_rcnn/false_positive": 0.11369142001409444, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 28.75, "time": 0.6879596458747983, "total_loss": 1.380971371620035} {"data_time": 0.00923954602330923, "eta_seconds": 16112.682290249504, "iteration": 246839, "loss_fcos_cls": 0.17659416352398694, "loss_fcos_ctr": 0.6136228246614337, "loss_fcos_loc": 0.15733032615389675, "loss_mask": 0.23527006059885025, "loss_maskiou": 0.00416261306963861, "loss_sem_seg": 0.1749653648585081, "lr": 0.001, "mask_rcnn/accuracy": 0.9141529889797481, "mask_rcnn/false_negative": 0.07029472368996842, "mask_rcnn/false_positive": 0.09262385717051451, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 23.75, "time": 0.6955810245126486, "total_loss": 1.3759330200737168} {"data_time": 0.009666811674833298, "eta_seconds": 16096.437966694124, "iteration": 246859, "loss_fcos_cls": 0.18200074532069266, "loss_fcos_ctr": 0.6155291395261884, "loss_fcos_loc": 0.16421825380530208, "loss_mask": 0.24465346056967974, "loss_maskiou": 0.004744213365484029, "loss_sem_seg": 0.17692965734750032, "lr": 0.001, "mask_rcnn/accuracy": 0.8861883979818457, "mask_rcnn/false_negative": 0.08529367895226801, "mask_rcnn/false_positive": 0.13522074610911614, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 24.5, "time": 0.6853892346844077, "total_loss": 1.4173264253222442} {"data_time": 0.00957711786031723, "eta_seconds": 16082.526348383166, "iteration": 246879, "loss_fcos_cls": 0.1828685732325539, "loss_fcos_ctr": 0.6124860411509871, "loss_fcos_loc": 0.15885570412501693, "loss_mask": 0.24034411273896694, "loss_maskiou": 0.004448269643035019, "loss_sem_seg": 0.16183604334946722, "lr": 0.001, "mask_rcnn/accuracy": 0.8956359329446064, "mask_rcnn/false_negative": 0.08050078404504811, "mask_rcnn/false_positive": 0.14019514171101644, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 28.75, "time": 0.6941548036411405, "total_loss": 1.3771083777755848} {"data_time": 0.009569210931658745, "eta_seconds": 16085.027117816731, "iteration": 246899, "loss_fcos_cls": 0.17353696329519153, "loss_fcos_ctr": 0.6136350939050317, "loss_fcos_loc": 0.15639635268598795, "loss_mask": 0.24007030297070742, "loss_maskiou": 0.004225077740557026, "loss_sem_seg": 0.16231543710455298, "lr": 0.001, "mask_rcnn/accuracy": 0.8756933751596165, "mask_rcnn/false_negative": 0.11839380655716299, "mask_rcnn/false_positive": 0.12254443489255204, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 38.25, "time": 0.7179486555978656, "total_loss": 1.36858085896165} {"data_time": 0.010950030758976936, "eta_seconds": 16057.02775964979, "iteration": 246919, "loss_fcos_cls": 0.16865634510759264, "loss_fcos_ctr": 0.6093270983546972, "loss_fcos_loc": 0.14622684696223587, "loss_mask": 0.22765531111508608, "loss_maskiou": 0.004022456236270955, "loss_sem_seg": 0.167741663986817, "lr": 0.001, "mask_rcnn/accuracy": 0.900141767233209, "mask_rcnn/false_negative": 0.0841012974263919, "mask_rcnn/false_positive": 0.12435908211129475, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 31.25, "time": 0.6669652564451098, "total_loss": 1.319396689941641} {"data_time": 0.010537534020841122, "eta_seconds": 16045.480080122128, "iteration": 246939, "loss_fcos_cls": 0.1792814321233891, "loss_fcos_ctr": 0.6128790099173784, "loss_fcos_loc": 0.1499929423443973, "loss_mask": 0.2319479645229876, "loss_maskiou": 0.004008177797913959, "loss_sem_seg": 0.1471358147682622, "lr": 0.001, "mask_rcnn/accuracy": 0.8932974641976099, "mask_rcnn/false_negative": 0.08142326699928973, "mask_rcnn/false_positive": 0.10499535866716704, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.25, "time": 0.6985636875033379, "total_loss": 1.325829847649402} {"data_time": 0.009528418071568012, "eta_seconds": 16051.865178598091, "iteration": 246959, "loss_fcos_cls": 0.17266730970004573, "loss_fcos_ctr": 0.6089402753859758, "loss_fcos_loc": 0.1477660903474316, "loss_mask": 0.23195281578227878, "loss_maskiou": 0.0038916869525564834, "loss_sem_seg": 0.17014112509787083, "lr": 0.001, "mask_rcnn/accuracy": 0.8913909750963322, "mask_rcnn/false_negative": 0.10085142408860587, "mask_rcnn/false_positive": 0.10695523242141411, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.0, "time": 0.7084635300561786, "total_loss": 1.3422654550086008} {"data_time": 0.010045220144093037, "eta_seconds": 16029.323807595298, "iteration": 246979, "loss_fcos_cls": 0.17398794635664672, "loss_fcos_ctr": 0.6124138087034225, "loss_fcos_loc": 0.1519472785294056, "loss_mask": 0.23881692811846733, "loss_maskiou": 0.004370653638034128, "loss_sem_seg": 0.16046912828460336, "lr": 0.001, "mask_rcnn/accuracy": 0.8852048593827775, "mask_rcnn/false_negative": 0.07983147663601015, "mask_rcnn/false_positive": 0.12947649044701115, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 23.75, "time": 0.6869704155251384, "total_loss": 1.367970392035204} {"data_time": 0.010414155200123787, "eta_seconds": 16002.429751479998, "iteration": 246999, "loss_fcos_cls": 0.18275455432012677, "loss_fcos_ctr": 0.6115493290126324, "loss_fcos_loc": 0.15685152797959745, "loss_mask": 0.23582134116441011, "loss_maskiou": 0.004226688484777696, "loss_sem_seg": 0.16583002172410488, "lr": 0.001, "mask_rcnn/accuracy": 0.8795293627655143, "mask_rcnn/false_negative": 0.09916217386402223, "mask_rcnn/false_positive": 0.13394862115746842, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.0, "time": 0.691024562343955, "total_loss": 1.3549670529009745} {"data_time": 0.010051140561699867, "eta_seconds": 16001.47215248458, "iteration": 247019, "loss_fcos_cls": 0.1823211016599089, "loss_fcos_ctr": 0.6146043986082077, "loss_fcos_loc": 0.15146714844740927, "loss_mask": 0.23333601839840412, "loss_maskiou": 0.003850638069707202, "loss_sem_seg": 0.1838988799136132, "lr": 0.001, "mask_rcnn/accuracy": 0.8802118955690384, "mask_rcnn/false_negative": 0.0960857541810935, "mask_rcnn/false_positive": 0.12432991111417349, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 23.5, "time": 0.682901980355382, "total_loss": 1.36458385709102} {"data_time": 0.010280621238052845, "eta_seconds": 15998.73343699146, "iteration": 247039, "loss_fcos_cls": 0.1782313281437382, "loss_fcos_ctr": 0.6110183373093605, "loss_fcos_loc": 0.14689989294856787, "loss_mask": 0.22828615782782435, "loss_maskiou": 0.004175103949819459, "loss_sem_seg": 0.1775798809248954, "lr": 0.001, "mask_rcnn/accuracy": 0.9125552006516893, "mask_rcnn/false_negative": 0.0698801337677348, "mask_rcnn/false_positive": 0.0912078414989288, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 17.0, "time": 0.700319467112422, "total_loss": 1.3743150148511631} {"data_time": 0.010344174690544605, "eta_seconds": 15987.433253129013, "iteration": 247059, "loss_fcos_cls": 0.17242296505719423, "loss_fcos_ctr": 0.6131515293382108, "loss_fcos_loc": 0.15764042607042938, "loss_mask": 0.2362225679680705, "loss_maskiou": 0.004628805556421867, "loss_sem_seg": 0.18310083518736064, "lr": 0.001, "mask_rcnn/accuracy": 0.9009294227209361, "mask_rcnn/false_negative": 0.09310597935189649, "mask_rcnn/false_positive": 0.10388986470409434, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.5, "time": 0.7048235908150673, "total_loss": 1.375477594185213} {"data_time": 0.010934258811175823, "eta_seconds": 15965.247709926218, "iteration": 247079, "loss_fcos_cls": 0.17727410630322993, "loss_fcos_ctr": 0.6175602246075869, "loss_fcos_loc": 0.16478164214640856, "loss_mask": 0.2458692705258727, "loss_maskiou": 0.004215728782583028, "loss_sem_seg": 0.15179412253201008, "lr": 0.001, "mask_rcnn/accuracy": 0.9056247222033886, "mask_rcnn/false_negative": 0.08835459643872326, "mask_rcnn/false_positive": 0.1149084128887036, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 21.25, "time": 0.6864986112341285, "total_loss": 1.364991698796075} {"data_time": 0.009845848195254803, "eta_seconds": 15954.332036590204, "iteration": 247099, "loss_fcos_cls": 0.18937827571789967, "loss_fcos_ctr": 0.6128812923561782, "loss_fcos_loc": 0.15814684540964663, "loss_mask": 0.24973024986684322, "loss_maskiou": 0.00420729536563158, "loss_sem_seg": 0.1665188578190282, "lr": 0.001, "mask_rcnn/accuracy": 0.86754545596336, "mask_rcnn/false_negative": 0.1029124088190646, "mask_rcnn/false_positive": 0.1533902641403579, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 27.5, "time": 0.7114801928400993, "total_loss": 1.3856328635156387} {"data_time": 0.010614105500280857, "eta_seconds": 15957.320720080286, "iteration": 247119, "loss_fcos_cls": 0.1850462770089507, "loss_fcos_ctr": 0.6103763529099524, "loss_fcos_loc": 0.15023925271816552, "loss_mask": 0.23937999363988638, "loss_maskiou": 0.0036802402973989956, "loss_sem_seg": 0.1589497528038919, "lr": 0.001, "mask_rcnn/accuracy": 0.8819828278533636, "mask_rcnn/false_negative": 0.10195565295974612, "mask_rcnn/false_positive": 0.12154177456648727, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.75, "time": 0.6966714626178145, "total_loss": 1.3594908359236797} {"data_time": 0.011815245263278484, "eta_seconds": 15944.223856863566, "iteration": 247139, "loss_fcos_cls": 0.179352231498342, "loss_fcos_ctr": 0.613748830743134, "loss_fcos_loc": 0.1532037038123235, "loss_mask": 0.2308190604671836, "loss_maskiou": 0.003855569775623735, "loss_sem_seg": 0.17353083635680377, "lr": 0.001, "mask_rcnn/accuracy": 0.876079400510204, "mask_rcnn/false_negative": 0.09578984934176527, "mask_rcnn/false_positive": 0.1476028495393851, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.5, "time": 0.6964437616989017, "total_loss": 1.3614218954990065} {"data_time": 0.009933496825397015, "eta_seconds": 15926.954466566443, "iteration": 247159, "loss_fcos_cls": 0.17528817139100283, "loss_fcos_ctr": 0.6136572165414691, "loss_fcos_loc": 0.15819004020886496, "loss_mask": 0.21964340656995773, "loss_maskiou": 0.0038751411339035258, "loss_sem_seg": 0.1729358285665512, "lr": 0.001, "mask_rcnn/accuracy": 0.8991228070175439, "mask_rcnn/false_negative": 0.09274112837097444, "mask_rcnn/false_positive": 0.09737715381205948, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.5, "time": 0.6999660348519683, "total_loss": 1.327708079617878} {"data_time": 0.010806330479681492, "eta_seconds": 15913.008532091975, "iteration": 247179, "loss_fcos_cls": 0.1815951500320807, "loss_fcos_ctr": 0.6155958697199821, "loss_fcos_loc": 0.16129819862544537, "loss_mask": 0.238117101136595, "loss_maskiou": 0.0038496894121635705, "loss_sem_seg": 0.17165090364869684, "lr": 0.001, "mask_rcnn/accuracy": 0.8949308592484613, "mask_rcnn/false_negative": 0.10629118001775442, "mask_rcnn/false_positive": 0.12210826648660886, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.25, "time": 0.6957709547132254, "total_loss": 1.38124345091137} {"data_time": 0.011403132230043411, "eta_seconds": 15889.391481154598, "iteration": 247199, "loss_fcos_cls": 0.17626870301319286, "loss_fcos_ctr": 0.6098421132192016, "loss_fcos_loc": 0.14739502081647515, "loss_mask": 0.23210110422223806, "loss_maskiou": 0.004403477651067078, "loss_sem_seg": 0.1648025130853057, "lr": 0.001, "mask_rcnn/accuracy": 0.8944011815252417, "mask_rcnn/false_negative": 0.08609318288507997, "mask_rcnn/false_positive": 0.14945512282468804, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 24.0, "time": 0.6703310469165444, "total_loss": 1.350325231134775} {"data_time": 0.009543267078697681, "eta_seconds": 15883.363674387336, "iteration": 247219, "loss_fcos_cls": 0.18010005523683503, "loss_fcos_ctr": 0.6151126166805625, "loss_fcos_loc": 0.1612417553551495, "loss_mask": 0.24252878408879042, "loss_maskiou": 0.003793487518123584, "loss_sem_seg": 0.18381917523220181, "lr": 0.001, "mask_rcnn/accuracy": 0.8902370323129252, "mask_rcnn/false_negative": 0.09240884223527958, "mask_rcnn/false_positive": 0.11965234929251703, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.75, "time": 0.7014627931639552, "total_loss": 1.3800705874309642} {"data_time": 0.010005868971347809, "eta_seconds": 15848.288049375638, "iteration": 247239, "loss_fcos_cls": 0.17488601664081216, "loss_fcos_ctr": 0.6115212440490723, "loss_fcos_loc": 0.14727181167108938, "loss_mask": 0.23920114617794752, "loss_maskiou": 0.0041772601871343795, "loss_sem_seg": 0.16487822105409577, "lr": 0.001, "mask_rcnn/accuracy": 0.9158226201664876, "mask_rcnn/false_negative": 0.06864954364553277, "mask_rcnn/false_positive": 0.10281141409948882, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 25.25, "time": 0.6907937536016107, "total_loss": 1.3507378611902823} {"data_time": 0.009525902569293976, "eta_seconds": 15824.959988349117, "iteration": 247259, "loss_fcos_cls": 0.16999304795172065, "loss_fcos_ctr": 0.6110872915014625, "loss_fcos_loc": 0.15019429655512795, "loss_mask": 0.22596394550055265, "loss_maskiou": 0.004032993634609738, "loss_sem_seg": 0.16644802049268037, "lr": 0.001, "mask_rcnn/accuracy": 0.9127092369205747, "mask_rcnn/false_negative": 0.08589852022865924, "mask_rcnn/false_positive": 0.0927263507557777, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 22.0, "time": 0.6828774707391858, "total_loss": 1.3479810651260777} {"data_time": 0.010718208737671375, "eta_seconds": 15811.042429764755, "iteration": 247279, "loss_fcos_cls": 0.17652020463719964, "loss_fcos_ctr": 0.6140375537797809, "loss_fcos_loc": 0.1557967282133177, "loss_mask": 0.23397311195731163, "loss_maskiou": 0.0038272971905826125, "loss_sem_seg": 0.17760897404514253, "lr": 0.001, "mask_rcnn/accuracy": 0.893791010542784, "mask_rcnn/false_negative": 0.0959978517332449, "mask_rcnn/false_positive": 0.12601840602886155, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 37.75, "time": 0.6794437142089009, "total_loss": 1.3644358992023626} {"data_time": 0.010113989003002644, "eta_seconds": 15771.491985878907, "iteration": 247299, "loss_fcos_cls": 0.18848238687496632, "loss_fcos_ctr": 0.6142382519319654, "loss_fcos_loc": 0.15857547044288367, "loss_mask": 0.24270167900249362, "loss_maskiou": 0.003854472073726356, "loss_sem_seg": 0.17819627560675144, "lr": 0.001, "mask_rcnn/accuracy": 0.8993119975262833, "mask_rcnn/false_negative": 0.08737472935759488, "mask_rcnn/false_positive": 0.10260381896434731, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 27.0, "time": 0.6877728011459112, "total_loss": 1.385670392861357} {"data_time": 0.010135863907635212, "eta_seconds": 15757.59701033961, "iteration": 247319, "loss_fcos_cls": 0.18131349352188408, "loss_fcos_ctr": 0.6148872431367636, "loss_fcos_loc": 0.15729469351936132, "loss_mask": 0.23155187955126166, "loss_maskiou": 0.003612145530496491, "loss_sem_seg": 0.1775314062833786, "lr": 0.001, "mask_rcnn/accuracy": 0.9063668049637438, "mask_rcnn/false_negative": 0.07045812519977367, "mask_rcnn/false_positive": 0.12389756030624044, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 32.75, "time": 0.6962971678003669, "total_loss": 1.3675885001939605} {"data_time": 0.009851634502410889, "eta_seconds": 15765.592569200322, "iteration": 247339, "loss_fcos_cls": 0.17788340002880432, "loss_fcos_ctr": 0.6093771576415747, "loss_fcos_loc": 0.1525345139671117, "loss_mask": 0.23577280156314373, "loss_maskiou": 0.004021368455141783, "loss_sem_seg": 0.19096243451349437, "lr": 0.001, "mask_rcnn/accuracy": 0.9011960218870156, "mask_rcnn/false_negative": 0.09142780444251312, "mask_rcnn/false_positive": 0.11268128319627435, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 29.0, "time": 0.7016457822173834, "total_loss": 1.3782145426193892} {"data_time": 0.010045148432254791, "eta_seconds": 15750.638287377544, "iteration": 247359, "loss_fcos_cls": 0.18466342706233263, "loss_fcos_ctr": 0.612413109280169, "loss_fcos_loc": 0.160124251851812, "loss_mask": 0.23043191991746426, "loss_maskiou": 0.004250997899362119, "loss_sem_seg": 0.16679491382092237, "lr": 0.001, "mask_rcnn/accuracy": 0.8800407182103611, "mask_rcnn/false_negative": 0.10076624655378215, "mask_rcnn/false_positive": 0.14517655195101092, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 36.75, "time": 0.6891517918556929, "total_loss": 1.3571593355809455} {"data_time": 0.010615115985274315, "eta_seconds": 15737.763978106901, "iteration": 247379, "loss_fcos_cls": 0.182918818667531, "loss_fcos_ctr": 0.6127626644447446, "loss_fcos_loc": 0.15152822365052998, "loss_mask": 0.23874042928218842, "loss_maskiou": 0.004016409831820056, "loss_sem_seg": 0.17157614533789456, "lr": 0.001, "mask_rcnn/accuracy": 0.9004151915868388, "mask_rcnn/false_negative": 0.07893626524096661, "mask_rcnn/false_positive": 0.10466304406176768, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 27.25, "time": 0.6977185364812613, "total_loss": 1.374387012241641} {"data_time": 0.010747229680418968, "eta_seconds": 15723.84968256019, "iteration": 247399, "loss_fcos_cls": 0.1891163249965757, "loss_fcos_ctr": 0.6154619446024299, "loss_fcos_loc": 0.1607709403615445, "loss_mask": 0.23944117967039347, "loss_maskiou": 0.003826090629445389, "loss_sem_seg": 0.18232066906057298, "lr": 0.001, "mask_rcnn/accuracy": 0.900978314512149, "mask_rcnn/false_negative": 0.09034024813015254, "mask_rcnn/false_positive": 0.11855773594796129, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 25.75, "time": 0.7095697969198227, "total_loss": 1.3606555523874704} {"data_time": 0.010140493512153625, "eta_seconds": 15713.61951967422, "iteration": 247419, "loss_fcos_cls": 0.17278027697466314, "loss_fcos_ctr": 0.610373152885586, "loss_fcos_loc": 0.1465143728419207, "loss_mask": 0.23380519961938262, "loss_maskiou": 0.004223725060001016, "loss_sem_seg": 0.1716249871533364, "lr": 0.001, "mask_rcnn/accuracy": 0.8823445176681783, "mask_rcnn/false_negative": 0.10136690455134675, "mask_rcnn/false_positive": 0.12145551516770711, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.6954005425795913, "total_loss": 1.3559772622029413} {"data_time": 0.009353606961667538, "eta_seconds": 15677.898256347515, "iteration": 247439, "loss_fcos_cls": 0.18158455740194768, "loss_fcos_ctr": 0.6135737588629127, "loss_fcos_loc": 0.15600171068217605, "loss_mask": 0.24405028764158487, "loss_maskiou": 0.0041672027291497216, "loss_sem_seg": 0.1537493672221899, "lr": 0.001, "mask_rcnn/accuracy": 0.8897525081461155, "mask_rcnn/false_negative": 0.0794991719522084, "mask_rcnn/false_positive": 0.11968689791007485, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 18.0, "time": 0.676900951191783, "total_loss": 1.3749106659015524} {"data_time": 0.01024084072560072, "eta_seconds": 15659.255096681416, "iteration": 247459, "loss_fcos_cls": 0.17818551021628082, "loss_fcos_ctr": 0.6144240759313107, "loss_fcos_loc": 0.16061109176371247, "loss_mask": 0.23892095731571317, "loss_maskiou": 0.004128789350943407, "loss_sem_seg": 0.16412622947245836, "lr": 0.001, "mask_rcnn/accuracy": 0.9031088373606101, "mask_rcnn/false_negative": 0.08925059341828996, "mask_rcnn/false_positive": 0.12926593500396227, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 26.0, "time": 0.6847594371065497, "total_loss": 1.3491575225853012} {"data_time": 0.010072722099721432, "eta_seconds": 15645.127150266431, "iteration": 247479, "loss_fcos_cls": 0.18734155630227178, "loss_fcos_ctr": 0.6135444063693285, "loss_fcos_loc": 0.15457557630725205, "loss_mask": 0.23125658556818962, "loss_maskiou": 0.0038709109649062157, "loss_sem_seg": 0.16438431502319872, "lr": 0.001, "mask_rcnn/accuracy": 0.9020868469896264, "mask_rcnn/false_negative": 0.09153845597722718, "mask_rcnn/false_positive": 0.1187640099967242, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 25.75, "time": 0.7001822050660849, "total_loss": 1.3668397529290814} {"data_time": 0.010125543922185898, "eta_seconds": 15631.233338135295, "iteration": 247499, "loss_fcos_cls": 0.1756627692375332, "loss_fcos_ctr": 0.6101234741508961, "loss_fcos_loc": 0.15125877026002854, "loss_mask": 0.23757386207580566, "loss_maskiou": 0.003904804070771206, "loss_sem_seg": 0.1555011309683323, "lr": 0.001, "mask_rcnn/accuracy": 0.8866736027957101, "mask_rcnn/false_negative": 0.08927957783609722, "mask_rcnn/false_positive": 0.1489742162425643, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 29.25, "time": 0.689613071270287, "total_loss": 1.3396899061190197} {"data_time": 0.010092254728078842, "eta_seconds": 15618.463322849944, "iteration": 247519, "loss_fcos_cls": 0.179633381718304, "loss_fcos_ctr": 0.612927676178515, "loss_fcos_loc": 0.1541271318856161, "loss_mask": 0.23158640367910266, "loss_maskiou": 0.004062947067723144, "loss_sem_seg": 0.17173663759604096, "lr": 0.001, "mask_rcnn/accuracy": 0.9036207786686103, "mask_rcnn/false_negative": 0.09638550366430926, "mask_rcnn/false_positive": 0.08530793592365271, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 23.0, "time": 0.7146558137610555, "total_loss": 1.3618980886312784} {"data_time": 0.0105859050527215, "eta_seconds": 15595.695307695307, "iteration": 247539, "loss_fcos_cls": 0.17546694428892806, "loss_fcos_ctr": 0.612242556642741, "loss_fcos_loc": 0.15686962171457708, "loss_mask": 0.23946728091686964, "loss_maskiou": 0.0037449524097610265, "loss_sem_seg": 0.17784168850630522, "lr": 0.001, "mask_rcnn/accuracy": 0.894970238095238, "mask_rcnn/false_negative": 0.08490956367147046, "mask_rcnn/false_positive": 0.13632137935597932, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.25, "time": 0.667997925542295, "total_loss": 1.3592776990117272} {"data_time": 0.01062776055186987, "eta_seconds": 15581.808396776207, "iteration": 247559, "loss_fcos_cls": 0.18432764685712755, "loss_fcos_ctr": 0.6092293122783303, "loss_fcos_loc": 0.1456993924221024, "loss_mask": 0.2270753812044859, "loss_maskiou": 0.0036984323014621623, "loss_sem_seg": 0.17074277868960053, "lr": 0.001, "mask_rcnn/accuracy": 0.8965773809523809, "mask_rcnn/false_negative": 0.08488535947077239, "mask_rcnn/false_positive": 0.13006495314704236, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 29.75, "time": 0.7063506422564387, "total_loss": 1.3482096476654988} {"data_time": 0.010908524505794048, "eta_seconds": 15567.921485857107, "iteration": 247579, "loss_fcos_cls": 0.18575500429142267, "loss_fcos_ctr": 0.6100731305778027, "loss_fcos_loc": 0.15503497957251966, "loss_mask": 0.2366633010096848, "loss_maskiou": 0.00423948276147712, "loss_sem_seg": 0.17793426988646388, "lr": 0.001, "mask_rcnn/accuracy": 0.8982693318873443, "mask_rcnn/false_negative": 0.08838263676221744, "mask_rcnn/false_positive": 0.1279375803141129, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 23.0, "time": 0.6950699714943767, "total_loss": 1.3708056831164868} {"data_time": 0.011113820597529411, "eta_seconds": 15561.996957577765, "iteration": 247599, "loss_fcos_cls": 0.18515394977293909, "loss_fcos_ctr": 0.6151670101098716, "loss_fcos_loc": 0.15256245154887438, "loss_mask": 0.2267452902160585, "loss_maskiou": 0.004087639726094494, "loss_sem_seg": 0.18582448060624301, "lr": 0.001, "mask_rcnn/accuracy": 0.8952317663298661, "mask_rcnn/false_negative": 0.09111877039912755, "mask_rcnn/false_positive": 0.12280537457172173, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7014894634485245, "total_loss": 1.4104623317216465} {"data_time": 0.010466286912560463, "eta_seconds": 15545.37156989146, "iteration": 247619, "loss_fcos_cls": 0.17704667540965602, "loss_fcos_ctr": 0.6134320730343461, "loss_fcos_loc": 0.15373206773074344, "loss_mask": 0.2391423201188445, "loss_maskiou": 0.004147942192503251, "loss_sem_seg": 0.1649547356646508, "lr": 0.001, "mask_rcnn/accuracy": 0.8947622029720791, "mask_rcnn/false_negative": 0.07997124137305348, "mask_rcnn/false_positive": 0.11501617121443153, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 31.25, "time": 0.6819039434194565, "total_loss": 1.3755517721301658} {"data_time": 0.010182665660977364, "eta_seconds": 15531.479990811087, "iteration": 247639, "loss_fcos_cls": 0.1770332626765594, "loss_fcos_ctr": 0.6141727515496314, "loss_fcos_loc": 0.1505027508828789, "loss_mask": 0.22888298006728292, "loss_maskiou": 0.003960602996812668, "loss_sem_seg": 0.17500846786424518, "lr": 0.001, "mask_rcnn/accuracy": 0.8952446363160649, "mask_rcnn/false_negative": 0.0733057070448471, "mask_rcnn/false_positive": 0.11285038812413256, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 23.5, "time": 0.6964338375255466, "total_loss": 1.3480111871904228} {"data_time": 0.010313238017261028, "eta_seconds": 15511.5657940479, "iteration": 247659, "loss_fcos_cls": 0.1677104460541159, "loss_fcos_ctr": 0.6118827359750867, "loss_fcos_loc": 0.15254637890029699, "loss_mask": 0.23347031604498625, "loss_maskiou": 0.004418992091814289, "loss_sem_seg": 0.19342987518757582, "lr": 0.001, "mask_rcnn/accuracy": 0.9019492705618832, "mask_rcnn/false_negative": 0.07672874084081664, "mask_rcnn/false_positive": 0.11768674388935035, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 24.25, "time": 0.6899848720058799, "total_loss": 1.3625038925692934} {"data_time": 0.012196934781968594, "eta_seconds": 15494.085102998652, "iteration": 247679, "loss_fcos_cls": 0.16920575383119285, "loss_fcos_ctr": 0.6136794341728091, "loss_fcos_loc": 0.14903847419191152, "loss_mask": 0.2384568713605404, "loss_maskiou": 0.004193414813926211, "loss_sem_seg": 0.16406278184149414, "lr": 0.001, "mask_rcnn/accuracy": 0.907875104123282, "mask_rcnn/false_negative": 0.08401868438025697, "mask_rcnn/false_positive": 0.0989788329059524, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 24.25, "time": 0.6939226863905787, "total_loss": 1.391093265334348} {"data_time": 0.010242016054689884, "eta_seconds": 15470.409435507841, "iteration": 247699, "loss_fcos_cls": 0.17120068380609155, "loss_fcos_ctr": 0.6116523891687393, "loss_fcos_loc": 0.14781931589823216, "loss_mask": 0.2299814368598163, "loss_maskiou": 0.004074978634889703, "loss_sem_seg": 0.15233305608853698, "lr": 0.001, "mask_rcnn/accuracy": 0.8894461630806169, "mask_rcnn/false_negative": 0.10595916272645303, "mask_rcnn/false_positive": 0.11358299123122938, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 32.25, "time": 0.6765160663053393, "total_loss": 1.3215413753205212} {"data_time": 0.01006117183715105, "eta_seconds": 15458.220693089068, "iteration": 247719, "loss_fcos_cls": 0.1787927863188088, "loss_fcos_ctr": 0.614692835137248, "loss_fcos_loc": 0.15513608616311103, "loss_mask": 0.23911307286471128, "loss_maskiou": 0.0038600391417276114, "loss_sem_seg": 0.16759430628735572, "lr": 0.001, "mask_rcnn/accuracy": 0.8852230907266037, "mask_rcnn/false_negative": 0.08229032852599147, "mask_rcnn/false_positive": 0.12563218909503257, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 28.0, "time": 0.6970974467694759, "total_loss": 1.358988500040141} {"data_time": 0.010046353563666344, "eta_seconds": 15455.167189382017, "iteration": 247739, "loss_fcos_cls": 0.17828284366987646, "loss_fcos_ctr": 0.6114085894078016, "loss_fcos_loc": 0.14887761580757797, "loss_mask": 0.24319297447800636, "loss_maskiou": 0.0040388905254076235, "loss_sem_seg": 0.16838791128247976, "lr": 0.001, "mask_rcnn/accuracy": 0.893712314471243, "mask_rcnn/false_negative": 0.09881134270441609, "mask_rcnn/false_positive": 0.11278893172243437, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.0, "time": 0.6994867501780391, "total_loss": 1.3240233199685463} {"data_time": 0.01020052284002304, "eta_seconds": 15444.531082120724, "iteration": 247759, "loss_fcos_cls": 0.18354099022690207, "loss_fcos_ctr": 0.6154974899254739, "loss_fcos_loc": 0.16455563681665808, "loss_mask": 0.23129871161654592, "loss_maskiou": 0.00398567632510094, "loss_sem_seg": 0.16992434253916144, "lr": 0.001, "mask_rcnn/accuracy": 0.8854233650342392, "mask_rcnn/false_negative": 0.10572471692027416, "mask_rcnn/false_positive": 0.10900445569659926, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 33.0, "time": 0.7200174881145358, "total_loss": 1.397814517869847} {"data_time": 0.010204429738223553, "eta_seconds": 15438.729072418995, "iteration": 247779, "loss_fcos_cls": 0.182440921314992, "loss_fcos_ctr": 0.6152655640617013, "loss_fcos_loc": 0.16069001914002, "loss_mask": 0.23986153863370419, "loss_maskiou": 0.004604091358487494, "loss_sem_seg": 0.16349837696179748, "lr": 0.001, "mask_rcnn/accuracy": 0.8913305241451419, "mask_rcnn/false_negative": 0.10063093641579565, "mask_rcnn/false_positive": 0.11019569103218335, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 31.25, "time": 0.7279408872127533, "total_loss": 1.397705271590894} {"data_time": 0.0092325359582901, "eta_seconds": 15423.935956167057, "iteration": 247799, "loss_fcos_cls": 0.1749056421685964, "loss_fcos_ctr": 0.6127670025452971, "loss_fcos_loc": 0.15438567358069122, "loss_mask": 0.23376851715147495, "loss_maskiou": 0.004288400632503908, "loss_sem_seg": 0.16771422163583338, "lr": 0.001, "mask_rcnn/accuracy": 0.9055196532875105, "mask_rcnn/false_negative": 0.0870824441194645, "mask_rcnn/false_positive": 0.11219354754197397, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 25.25, "time": 0.6972284251824021, "total_loss": 1.3808886570914183} {"data_time": 0.00967640895396471, "eta_seconds": 15410.041144261137, "iteration": 247819, "loss_fcos_cls": 0.17883676127530634, "loss_fcos_ctr": 0.6138604120351374, "loss_fcos_loc": 0.16326968499924988, "loss_mask": 0.24251735908910632, "loss_maskiou": 0.0043481282955326606, "loss_sem_seg": 0.15432231803424656, "lr": 0.001, "mask_rcnn/accuracy": 0.8876321765666029, "mask_rcnn/false_negative": 0.0889194047542379, "mask_rcnn/false_positive": 0.12763110922712165, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.75, "time": 0.6899466942995787, "total_loss": 1.3547633432754083} {"data_time": 0.0108705535531044, "eta_seconds": 15397.042211146094, "iteration": 247839, "loss_fcos_cls": 0.17456295690499246, "loss_fcos_ctr": 0.6088737556710839, "loss_fcos_loc": 0.14801666140556335, "loss_mask": 0.23354618763551116, "loss_maskiou": 0.0037514266441576183, "loss_sem_seg": 0.1661868377123028, "lr": 0.001, "mask_rcnn/accuracy": 0.8918200315840622, "mask_rcnn/false_negative": 0.07175482580270148, "mask_rcnn/false_positive": 0.13167806753025885, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 33.25, "time": 0.6993568791076541, "total_loss": 1.3385620068074786} {"data_time": 0.009655585512518883, "eta_seconds": 15383.146590721793, "iteration": 247859, "loss_fcos_cls": 0.1752592701523099, "loss_fcos_ctr": 0.6114515587687492, "loss_fcos_loc": 0.14747001504292712, "loss_mask": 0.23051488772034645, "loss_maskiou": 0.003927592209947761, "loss_sem_seg": 0.17438594973646104, "lr": 0.001, "mask_rcnn/accuracy": 0.9045837084833934, "mask_rcnn/false_negative": 0.0769648801620432, "mask_rcnn/false_positive": 0.1085647391499959, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 30.5, "time": 0.6901062447577715, "total_loss": 1.3580814787055715} {"data_time": 0.010349038988351822, "eta_seconds": 15369.250970297493, "iteration": 247879, "loss_fcos_cls": 0.18566177957109176, "loss_fcos_ctr": 0.6123991599306464, "loss_fcos_loc": 0.15472682507243007, "loss_mask": 0.2261828132905066, "loss_maskiou": 0.0037713015408371575, "loss_sem_seg": 0.16534718358889222, "lr": 0.001, "mask_rcnn/accuracy": 0.8892518624297545, "mask_rcnn/false_negative": 0.09081455698020267, "mask_rcnn/false_positive": 0.12037594405239344, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 30.25, "time": 0.694944660179317, "total_loss": 1.3477569600399875} {"data_time": 0.009797373786568642, "eta_seconds": 15344.083826087415, "iteration": 247899, "loss_fcos_cls": 0.18500147899612784, "loss_fcos_ctr": 0.6129459589719772, "loss_fcos_loc": 0.1574723632656969, "loss_mask": 0.23855091212317348, "loss_maskiou": 0.0041901223521563224, "loss_sem_seg": 0.1582139281090349, "lr": 0.001, "mask_rcnn/accuracy": 0.9067481470200021, "mask_rcnn/false_negative": 0.07205970968719809, "mask_rcnn/false_positive": 0.10423221592693163, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 23.25, "time": 0.6767225340008736, "total_loss": 1.3672866806773527} {"data_time": 0.011048875749111176, "eta_seconds": 15333.42434352357, "iteration": 247919, "loss_fcos_cls": 0.17218866338953376, "loss_fcos_ctr": 0.6109545035287738, "loss_fcos_loc": 0.15181313356151804, "loss_mask": 0.23679413367062807, "loss_maskiou": 0.004518436417129124, "loss_sem_seg": 0.15256823226809502, "lr": 0.001, "mask_rcnn/accuracy": 0.8760649771491609, "mask_rcnn/false_negative": 0.11139875132286192, "mask_rcnn/false_positive": 0.15294318524016276, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 36.5, "time": 0.6831752527505159, "total_loss": 1.3408269139399636} {"data_time": 0.010463384911417961, "eta_seconds": 15317.76473852899, "iteration": 247939, "loss_fcos_cls": 0.1838471923256293, "loss_fcos_ctr": 0.6133885206654668, "loss_fcos_loc": 0.15542885719332844, "loss_mask": 0.24085993226617575, "loss_maskiou": 0.004109387438802514, "loss_sem_seg": 0.1822717075701803, "lr": 0.001, "mask_rcnn/accuracy": 0.900405707046332, "mask_rcnn/false_negative": 0.08380880898870025, "mask_rcnn/false_positive": 0.10555820851086305, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 28.25, "time": 0.6937635410577059, "total_loss": 1.3777515722413227} {"data_time": 0.011272023431956768, "eta_seconds": 15302.707413272, "iteration": 247959, "loss_fcos_cls": 0.17962417972739786, "loss_fcos_ctr": 0.613050882704556, "loss_fcos_loc": 0.15229711204301566, "loss_mask": 0.22936126496642828, "loss_maskiou": 0.0036020858242409304, "loss_sem_seg": 0.18741697678342462, "lr": 0.001, "mask_rcnn/accuracy": 0.9092833045714941, "mask_rcnn/false_negative": 0.09186196627289156, "mask_rcnn/false_positive": 0.10493138636589086, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.0, "time": 0.7004619892686605, "total_loss": 1.365022453443089} {"data_time": 0.010238828137516975, "eta_seconds": 15288.821738925762, "iteration": 247979, "loss_fcos_cls": 0.18232402869034559, "loss_fcos_ctr": 0.6121780527755618, "loss_fcos_loc": 0.15029819519259036, "loss_mask": 0.23651896324008703, "loss_maskiou": 0.003747510680113919, "loss_sem_seg": 0.16746618831530213, "lr": 0.001, "mask_rcnn/accuracy": 0.9058372813411079, "mask_rcnn/false_negative": 0.0744030430504019, "mask_rcnn/false_positive": 0.10531719500201063, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.0, "time": 0.6925205253064632, "total_loss": 1.3667238212292432} {"data_time": 0.010874155908823013, "eta_seconds": 15276.104528914206, "iteration": 247999, "loss_fcos_cls": 0.175174216972664, "loss_fcos_ctr": 0.6138895330950618, "loss_fcos_loc": 0.1518648398341611, "loss_mask": 0.23067033663392067, "loss_maskiou": 0.0036808421755267773, "loss_sem_seg": 0.17609545378945768, "lr": 0.001, "mask_rcnn/accuracy": 0.9058963358070501, "mask_rcnn/false_negative": 0.08835294337002692, "mask_rcnn/false_positive": 0.14049165394394575, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 23.0, "time": 0.7024894766509533, "total_loss": 1.359879167721374} {"data_time": 0.011071526445448399, "eta_seconds": 15266.43686634209, "iteration": 248019, "loss_fcos_cls": 0.1907183321309276, "loss_fcos_ctr": 0.613076007924974, "loss_fcos_loc": 0.1606189807644114, "loss_mask": 0.24006848875433207, "loss_maskiou": 0.003814154777501244, "loss_sem_seg": 0.16390715190209448, "lr": 0.001, "mask_rcnn/accuracy": 0.8948263515932688, "mask_rcnn/false_negative": 0.10565291161185517, "mask_rcnn/false_positive": 0.13199053958043416, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 28.0, "time": 0.6977353831753135, "total_loss": 1.3772566987317987} {"data_time": 0.009901967830955982, "eta_seconds": 15257.036636373028, "iteration": 248039, "loss_fcos_cls": 0.1780553008429706, "loss_fcos_ctr": 0.6155758043751121, "loss_fcos_loc": 0.16438679269049317, "loss_mask": 0.23206105455756187, "loss_maskiou": 0.004298871906939894, "loss_sem_seg": 0.16180016775615513, "lr": 0.001, "mask_rcnn/accuracy": 0.9116354875283447, "mask_rcnn/false_negative": 0.0800893011015886, "mask_rcnn/false_positive": 0.09159442066606313, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 24.5, "time": 0.7220227643847466, "total_loss": 1.3670251638104673} {"data_time": 0.00911366194486618, "eta_seconds": 15234.84705593437, "iteration": 248059, "loss_fcos_cls": 0.17683118663262576, "loss_fcos_ctr": 0.6129493173211813, "loss_fcos_loc": 0.14940540597308427, "loss_mask": 0.23822205094620585, "loss_maskiou": 0.004002779445727356, "loss_sem_seg": 0.1734306081198156, "lr": 0.001, "mask_rcnn/accuracy": 0.9010996444032158, "mask_rcnn/false_negative": 0.07785798304916944, "mask_rcnn/false_positive": 0.11536685411069322, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.75, "time": 0.6901477808132768, "total_loss": 1.360489614220569} {"data_time": 0.00988561287522316, "eta_seconds": 15231.438382359222, "iteration": 248079, "loss_fcos_cls": 0.18477357982192189, "loss_fcos_ctr": 0.6133576324209571, "loss_fcos_loc": 0.16117111244238913, "loss_mask": 0.2380403163842857, "loss_maskiou": 0.004239003395923646, "loss_sem_seg": 0.16736689838580787, "lr": 0.001, "mask_rcnn/accuracy": 0.8882328672209625, "mask_rcnn/false_negative": 0.10163936769141951, "mask_rcnn/false_positive": 0.1317778470689696, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 27.25, "time": 0.692840757779777, "total_loss": 1.3860113745759008} {"data_time": 0.010163744911551476, "eta_seconds": 15221.326484916732, "iteration": 248099, "loss_fcos_cls": 0.18017699709162116, "loss_fcos_ctr": 0.6149193467572331, "loss_fcos_loc": 0.163484719931148, "loss_mask": 0.24186852481216192, "loss_maskiou": 0.004141142791922903, "loss_sem_seg": 0.16786354524083436, "lr": 0.001, "mask_rcnn/accuracy": 0.9094564540993113, "mask_rcnn/false_negative": 0.08493663024485845, "mask_rcnn/false_positive": 0.11625363425335972, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 34.0, "time": 0.7078239005059004, "total_loss": 1.3711569002007309} {"data_time": 0.010004794225096703, "eta_seconds": 15205.202341672964, "iteration": 248119, "loss_fcos_cls": 0.18508196319453418, "loss_fcos_ctr": 0.6144738919101655, "loss_fcos_loc": 0.157383898855187, "loss_mask": 0.24178249016404152, "loss_maskiou": 0.004064015662152087, "loss_sem_seg": 0.17247353843413293, "lr": 0.001, "mask_rcnn/accuracy": 0.9084724958465235, "mask_rcnn/false_negative": 0.08195464758234203, "mask_rcnn/false_positive": 0.11359257633396373, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 27.5, "time": 0.7033906178548932, "total_loss": 1.3694727013571537} {"data_time": 0.011133714579045773, "eta_seconds": 15179.298641346395, "iteration": 248139, "loss_fcos_cls": 0.1730773807503283, "loss_fcos_ctr": 0.6106883743777871, "loss_fcos_loc": 0.14675252919550985, "loss_mask": 0.23468790762126446, "loss_maskiou": 0.003279142707469873, "loss_sem_seg": 0.17866427125409245, "lr": 0.001, "mask_rcnn/accuracy": 0.8944598491570541, "mask_rcnn/false_negative": 0.10430740364457886, "mask_rcnn/false_positive": 0.0904793477034633, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 26.75, "time": 0.6704195123165846, "total_loss": 1.3634857257584372} {"data_time": 0.009847830049693584, "eta_seconds": 15165.010636608116, "iteration": 248159, "loss_fcos_cls": 0.16678065789164975, "loss_fcos_ctr": 0.613331756554544, "loss_fcos_loc": 0.14824580651475117, "loss_mask": 0.23247977532446384, "loss_maskiou": 0.003839202647213824, "loss_sem_seg": 0.1606190144084394, "lr": 0.001, "mask_rcnn/accuracy": 0.9090244632799356, "mask_rcnn/false_negative": 0.09336014842944376, "mask_rcnn/false_positive": 0.09239976857996922, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 19.0, "time": 0.6989547433331609, "total_loss": 1.3202876903633296} {"data_time": 0.011557450518012047, "eta_seconds": 15147.116771874018, "iteration": 248179, "loss_fcos_cls": 0.17067111370852217, "loss_fcos_ctr": 0.6123599298298359, "loss_fcos_loc": 0.15331853600218892, "loss_mask": 0.23907081130892038, "loss_maskiou": 0.0039119858884077985, "loss_sem_seg": 0.17582187056541443, "lr": 0.001, "mask_rcnn/accuracy": 0.9054418795490224, "mask_rcnn/false_negative": 0.08441935206806753, "mask_rcnn/false_positive": 0.11981807731440489, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 25.5, "time": 0.6878745062276721, "total_loss": 1.36016250816283} {"data_time": 0.009941966272890568, "eta_seconds": 15142.285044592805, "iteration": 248199, "loss_fcos_cls": 0.17891261004842818, "loss_fcos_ctr": 0.614296730607748, "loss_fcos_loc": 0.15937145159114152, "loss_mask": 0.2331492928788066, "loss_maskiou": 0.003557236610504333, "loss_sem_seg": 0.1564443944953382, "lr": 0.001, "mask_rcnn/accuracy": 0.9074871704092149, "mask_rcnn/false_negative": 0.08045943530164121, "mask_rcnn/false_positive": 0.10939875219005361, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 27.0, "time": 0.6930406680330634, "total_loss": 1.3598317767136905} {"data_time": 0.011527357622981071, "eta_seconds": 15122.581640586257, "iteration": 248219, "loss_fcos_cls": 0.1789711089222692, "loss_fcos_ctr": 0.6119764419272542, "loss_fcos_loc": 0.15282674465561286, "loss_mask": 0.23073526378721, "loss_maskiou": 0.004299160762457177, "loss_sem_seg": 0.15266102738678455, "lr": 0.001, "mask_rcnn/accuracy": 0.9022572738772929, "mask_rcnn/false_negative": 0.06709727093528711, "mask_rcnn/false_positive": 0.13433075710550096, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.25, "time": 0.6922573698684573, "total_loss": 1.3401771769713378} {"data_time": 0.01107785664498806, "eta_seconds": 15101.344602066092, "iteration": 248239, "loss_fcos_cls": 0.17792894318699837, "loss_fcos_ctr": 0.6104045631363988, "loss_fcos_loc": 0.14630137395579368, "loss_mask": 0.23013009084388614, "loss_maskiou": 0.004001404224254657, "loss_sem_seg": 0.15769210597500205, "lr": 0.001, "mask_rcnn/accuracy": 0.8990912689088794, "mask_rcnn/false_negative": 0.08877036350547307, "mask_rcnn/false_positive": 0.12444941988357411, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 36.0, "time": 0.6792087545618415, "total_loss": 1.329264196515851} {"data_time": 0.010144577361643314, "eta_seconds": 15107.915731013753, "iteration": 248259, "loss_fcos_cls": 0.17862521673669107, "loss_fcos_ctr": 0.6122308024205267, "loss_fcos_loc": 0.15169858606532216, "loss_mask": 0.23075453843921423, "loss_maskiou": 0.003920984836440766, "loss_sem_seg": 0.1947225211188197, "lr": 0.001, "mask_rcnn/accuracy": 0.916817310110664, "mask_rcnn/false_negative": 0.09491914085405087, "mask_rcnn/false_positive": 0.07978270844786436, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.5, "time": 0.6985522117465734, "total_loss": 1.3624887616897468} {"data_time": 0.009417508728802204, "eta_seconds": 15096.22540426813, "iteration": 248279, "loss_fcos_cls": 0.16641530394554138, "loss_fcos_ctr": 0.610377331264317, "loss_fcos_loc": 0.14244150859303772, "loss_mask": 0.24675610335543752, "loss_maskiou": 0.004119230055948719, "loss_sem_seg": 0.14795142016373575, "lr": 0.001, "mask_rcnn/accuracy": 0.8992003532182103, "mask_rcnn/false_negative": 0.08011846191956057, "mask_rcnn/false_positive": 0.11782916068827884, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.75, "time": 0.6925750896334648, "total_loss": 1.3253207075576938} {"data_time": 0.01054417435079813, "eta_seconds": 15086.390592028387, "iteration": 248299, "loss_fcos_cls": 0.17971133347600698, "loss_fcos_ctr": 0.6131618125364184, "loss_fcos_loc": 0.15671910368837416, "loss_mask": 0.23296405375003815, "loss_maskiou": 0.004123422542761546, "loss_sem_seg": 0.1507627844111994, "lr": 0.001, "mask_rcnn/accuracy": 0.8951941796455425, "mask_rcnn/false_negative": 0.08692005017760723, "mask_rcnn/false_positive": 0.11014096105346802, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 26.5, "time": 0.6903385799378157, "total_loss": 1.3466025539601105} {"data_time": 0.010511285625398159, "eta_seconds": 15072.486725301482, "iteration": 248319, "loss_fcos_cls": 0.17394733079709113, "loss_fcos_ctr": 0.6138719683513045, "loss_fcos_loc": 0.15550100256223232, "loss_mask": 0.23261744622141123, "loss_maskiou": 0.003703837443026714, "loss_sem_seg": 0.15748089528642595, "lr": 0.001, "mask_rcnn/accuracy": 0.9133843796270411, "mask_rcnn/false_negative": 0.0739977933267991, "mask_rcnn/false_positive": 0.09612441111347014, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 25.75, "time": 0.6965615460649133, "total_loss": 1.3432988358254079} {"data_time": 0.010291783139109612, "eta_seconds": 15061.509975417517, "iteration": 248339, "loss_fcos_cls": 0.18211046571377665, "loss_fcos_ctr": 0.6138062234967947, "loss_fcos_loc": 0.16011328739114106, "loss_mask": 0.24135133577510715, "loss_maskiou": 0.0043466498973430134, "loss_sem_seg": 0.17545391246676445, "lr": 0.001, "mask_rcnn/accuracy": 0.9062198743133617, "mask_rcnn/false_negative": 0.08520908452593987, "mask_rcnn/false_positive": 0.08967982499596502, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 25.25, "time": 0.7166133178398013, "total_loss": 1.3648770985346346} {"data_time": 0.010463766753673553, "eta_seconds": 15056.069490158, "iteration": 248359, "loss_fcos_cls": 0.17522835882846266, "loss_fcos_ctr": 0.6126647512428463, "loss_fcos_loc": 0.15836668119300157, "loss_mask": 0.23590666777454317, "loss_maskiou": 0.0039671616032137536, "loss_sem_seg": 0.1648491674568504, "lr": 0.001, "mask_rcnn/accuracy": 0.8916397878000649, "mask_rcnn/false_negative": 0.09625701637428646, "mask_rcnn/false_positive": 0.10557547734036381, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 23.5, "time": 0.699014755897224, "total_loss": 1.3482473244184803} {"data_time": 0.010569794103503227, "eta_seconds": 15026.724803907797, "iteration": 248379, "loss_fcos_cls": 0.1765412864042446, "loss_fcos_ctr": 0.6152799427509308, "loss_fcos_loc": 0.15895351773360744, "loss_mask": 0.23190397303551435, "loss_maskiou": 0.004408158791193273, "loss_sem_seg": 0.1542503433302045, "lr": 0.001, "mask_rcnn/accuracy": 0.8891834743931017, "mask_rcnn/false_negative": 0.08059201411485821, "mask_rcnn/false_positive": 0.1353789870567758, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 25.0, "time": 0.6548308087512851, "total_loss": 1.3377054723605397} {"data_time": 0.010479702614247799, "eta_seconds": 15009.091761203483, "iteration": 248399, "loss_fcos_cls": 0.17094909894512966, "loss_fcos_ctr": 0.6112308874726295, "loss_fcos_loc": 0.1426358933094889, "loss_mask": 0.23130311630666256, "loss_maskiou": 0.003860780670947861, "loss_sem_seg": 0.1663227961398661, "lr": 0.001, "mask_rcnn/accuracy": 0.8977180699119475, "mask_rcnn/false_negative": 0.0871999107246125, "mask_rcnn/false_positive": 0.1157512231831124, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 31.25, "time": 0.6961448444053531, "total_loss": 1.3333200499582745} {"data_time": 0.01037635002285242, "eta_seconds": 14984.483061610721, "iteration": 248419, "loss_fcos_cls": 0.17959099815925583, "loss_fcos_ctr": 0.6140856090933084, "loss_fcos_loc": 0.1580205875216052, "loss_mask": 0.23962844535708427, "loss_maskiou": 0.004366816781839589, "loss_sem_seg": 0.15951619669795036, "lr": 0.001, "mask_rcnn/accuracy": 0.9012929035250463, "mask_rcnn/false_negative": 0.0779098158169195, "mask_rcnn/false_positive": 0.12319648643125133, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.5, "time": 0.6890745060518384, "total_loss": 1.3636259441555012} {"data_time": 0.009871440008282661, "eta_seconds": 14982.83294588048, "iteration": 248439, "loss_fcos_cls": 0.1803373594302684, "loss_fcos_ctr": 0.6128022107295692, "loss_fcos_loc": 0.1544062172761187, "loss_mask": 0.24234026158228517, "loss_maskiou": 0.00375069810252171, "loss_sem_seg": 0.1782396691851318, "lr": 0.001, "mask_rcnn/accuracy": 0.8875393136706737, "mask_rcnn/false_negative": 0.09997434984826911, "mask_rcnn/false_positive": 0.13523885628428017, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.0, "time": 0.6912603639066219, "total_loss": 1.374645348507329} {"data_time": 0.009625096805393696, "eta_seconds": 14971.869472355582, "iteration": 248459, "loss_fcos_cls": 0.18263572180876508, "loss_fcos_ctr": 0.613284295424819, "loss_fcos_loc": 0.1625344743952155, "loss_mask": 0.23723019007593393, "loss_maskiou": 0.003936401764804032, "loss_sem_seg": 0.1866783939767629, "lr": 0.001, "mask_rcnn/accuracy": 0.9158476654928276, "mask_rcnn/false_negative": 0.06734477039498224, "mask_rcnn/false_positive": 0.09402979701678867, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 23.0, "time": 0.7021783459931612, "total_loss": 1.3905486877047224} {"data_time": 0.010685321874916553, "eta_seconds": 14957.224203547463, "iteration": 248479, "loss_fcos_cls": 0.17668688762933016, "loss_fcos_ctr": 0.6130863204598427, "loss_fcos_loc": 0.15748629870358855, "loss_mask": 0.24909001681953669, "loss_maskiou": 0.004068586382345529, "loss_sem_seg": 0.1726622621063143, "lr": 0.001, "mask_rcnn/accuracy": 0.8853716765171415, "mask_rcnn/false_negative": 0.08451473720221003, "mask_rcnn/false_positive": 0.14102290557873226, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 30.25, "time": 0.6979298619553447, "total_loss": 1.3833559998020064} {"data_time": 0.010528135113418102, "eta_seconds": 14943.324083475396, "iteration": 248499, "loss_fcos_cls": 0.17831183806993067, "loss_fcos_ctr": 0.6135491942986846, "loss_fcos_loc": 0.1515758300665766, "loss_mask": 0.23579083755612373, "loss_maskiou": 0.004407513195474166, "loss_sem_seg": 0.1530779767781496, "lr": 0.001, "mask_rcnn/accuracy": 0.8976748642806877, "mask_rcnn/false_negative": 0.06540769361086045, "mask_rcnn/false_positive": 0.13033174906194456, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 28.25, "time": 0.6914815241470933, "total_loss": 1.3370228486492124} {"data_time": 0.009696650318801403, "eta_seconds": 14910.31277985219, "iteration": 248519, "loss_fcos_cls": 0.17518127686344087, "loss_fcos_ctr": 0.6131238155066967, "loss_fcos_loc": 0.1606104054953903, "loss_mask": 0.23390530794858932, "loss_maskiou": 0.003951664777559927, "loss_sem_seg": 0.17104610963724554, "lr": 0.001, "mask_rcnn/accuracy": 0.8926308903843228, "mask_rcnn/false_negative": 0.08613762168148033, "mask_rcnn/false_positive": 0.1279393225236434, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 33.75, "time": 0.6737771648913622, "total_loss": 1.3681771600349748} {"data_time": 0.00990813598036766, "eta_seconds": 14893.15548480954, "iteration": 248539, "loss_fcos_cls": 0.17678269604220986, "loss_fcos_ctr": 0.6148564824834466, "loss_fcos_loc": 0.16323863749857992, "loss_mask": 0.2297357777133584, "loss_maskiou": 0.003692758662509732, "loss_sem_seg": 0.17651888937689364, "lr": 0.001, "mask_rcnn/accuracy": 0.8866154512652518, "mask_rcnn/false_negative": 0.10616073696561931, "mask_rcnn/false_positive": 0.1261454561746012, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.75, "time": 0.6697729863226414, "total_loss": 1.3772750574498787} {"data_time": 0.011180638335645199, "eta_seconds": 14879.27621032577, "iteration": 248559, "loss_fcos_cls": 0.17549043844337575, "loss_fcos_ctr": 0.6118393912911415, "loss_fcos_loc": 0.15302923641866073, "loss_mask": 0.22824329230934381, "loss_maskiou": 0.0037937981433060486, "loss_sem_seg": 0.162721628556028, "lr": 0.001, "mask_rcnn/accuracy": 0.8843086714864725, "mask_rcnn/false_negative": 0.08943672864124896, "mask_rcnn/false_positive": 0.11888577330907, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 25.5, "time": 0.6969392448663712, "total_loss": 1.348125013155368} {"data_time": 0.010383418761193752, "eta_seconds": 14862.90858969558, "iteration": 248579, "loss_fcos_cls": 0.1799144515534863, "loss_fcos_ctr": 0.6134475246071815, "loss_fcos_loc": 0.15482806973159313, "loss_mask": 0.23736418597400188, "loss_maskiou": 0.004047223170346115, "loss_sem_seg": 0.1865305551327765, "lr": 0.001, "mask_rcnn/accuracy": 0.8968068028848516, "mask_rcnn/false_negative": 0.09010572882172378, "mask_rcnn/false_positive": 0.09025846304371564, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.6829479010775685, "total_loss": 1.3785715019776035} {"data_time": 0.010590347461402416, "eta_seconds": 14836.055448182859, "iteration": 248599, "loss_fcos_cls": 0.18766077735926956, "loss_fcos_ctr": 0.6120597533881664, "loss_fcos_loc": 0.15903521911241114, "loss_mask": 0.2489425791427493, "loss_maskiou": 0.004361036204500124, "loss_sem_seg": 0.17721525207161903, "lr": 0.001, "mask_rcnn/accuracy": 0.8726919649371495, "mask_rcnn/false_negative": 0.10780592822322621, "mask_rcnn/false_positive": 0.14177519158026713, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.25, "time": 0.684647036716342, "total_loss": 1.3983933275740128} {"data_time": 0.010216443799436092, "eta_seconds": 14827.305177046917, "iteration": 248619, "loss_fcos_cls": 0.1808404626790434, "loss_fcos_ctr": 0.6146130906417966, "loss_fcos_loc": 0.15990715712541714, "loss_mask": 0.23429768066853285, "loss_maskiou": 0.0036175750065012835, "loss_sem_seg": 0.1556224066298455, "lr": 0.001, "mask_rcnn/accuracy": 0.8875769221186905, "mask_rcnn/false_negative": 0.11194000461246273, "mask_rcnn/false_positive": 0.12612331827522844, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.5, "time": 0.7073861807584763, "total_loss": 1.3527823551812617} {"data_time": 0.009778439067304134, "eta_seconds": 14821.277736076154, "iteration": 248639, "loss_fcos_cls": 0.1738134017214179, "loss_fcos_ctr": 0.613750396296382, "loss_fcos_loc": 0.15484576195012778, "loss_mask": 0.2326296998653561, "loss_maskiou": 0.003913029275281588, "loss_sem_seg": 0.17293766979128122, "lr": 0.001, "mask_rcnn/accuracy": 0.8917009631295345, "mask_rcnn/false_negative": 0.08588223623634744, "mask_rcnn/false_positive": 0.12147113916702915, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7155807977542281, "total_loss": 1.344569950197183} {"data_time": 0.010430093854665756, "eta_seconds": 14807.400784869678, "iteration": 248659, "loss_fcos_cls": 0.17870048433542252, "loss_fcos_ctr": 0.6121550388634205, "loss_fcos_loc": 0.16002746039885096, "loss_mask": 0.22766721388325095, "loss_maskiou": 0.0043539931775740115, "loss_sem_seg": 0.1886850242735818, "lr": 0.001, "mask_rcnn/accuracy": 0.9151818777626257, "mask_rcnn/false_negative": 0.06967918748392216, "mask_rcnn/false_positive": 0.09218843843504558, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 25.25, "time": 0.687357603572309, "total_loss": 1.3546978052618215} {"data_time": 0.011454419232904911, "eta_seconds": 14793.523833663203, "iteration": 248679, "loss_fcos_cls": 0.1754471284803003, "loss_fcos_ctr": 0.6103018904104829, "loss_fcos_loc": 0.14555313671007752, "loss_mask": 0.22647701855748892, "loss_maskiou": 0.003824876170256175, "loss_sem_seg": 0.16847049305215478, "lr": 0.001, "mask_rcnn/accuracy": 0.9047851317977791, "mask_rcnn/false_negative": 0.0777967477241501, "mask_rcnn/false_positive": 0.12103417574282124, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 26.75, "time": 0.6941333655267954, "total_loss": 1.338126329916122} {"data_time": 0.010024758987128735, "eta_seconds": 14796.331142975017, "iteration": 248699, "loss_fcos_cls": 0.1742155698593706, "loss_fcos_ctr": 0.6148239569738507, "loss_fcos_loc": 0.15523449948523194, "loss_mask": 0.23397385934367776, "loss_maskiou": 0.004396126438223291, "loss_sem_seg": 0.15776718291454017, "lr": 0.001, "mask_rcnn/accuracy": 0.8812214806697327, "mask_rcnn/false_negative": 0.09938588579977521, "mask_rcnn/false_positive": 0.12909653854374742, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 27.5, "time": 0.6939207697287202, "total_loss": 1.3574664047555416} {"data_time": 0.0093885762616992, "eta_seconds": 14789.387968036346, "iteration": 248719, "loss_fcos_cls": 0.18333530938252807, "loss_fcos_ctr": 0.6134441681206226, "loss_fcos_loc": 0.15976214688271284, "loss_mask": 0.24528486840426922, "loss_maskiou": 0.004111734859179705, "loss_sem_seg": 0.16185812593903393, "lr": 0.001, "mask_rcnn/accuracy": 0.8835473107265166, "mask_rcnn/false_negative": 0.10385978740106572, "mask_rcnn/false_positive": 0.14775440144784777, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 34.75, "time": 0.7040062695741653, "total_loss": 1.3714716698450502} {"data_time": 0.010637673549354076, "eta_seconds": 14768.545910088345, "iteration": 248739, "loss_fcos_cls": 0.16959914821200073, "loss_fcos_ctr": 0.6113964319229126, "loss_fcos_loc": 0.153040204255376, "loss_mask": 0.23878873325884342, "loss_maskiou": 0.003989260570961051, "loss_sem_seg": 0.1584688399452716, "lr": 0.001, "mask_rcnn/accuracy": 0.8998183364254793, "mask_rcnn/false_negative": 0.07714572919726576, "mask_rcnn/false_positive": 0.09210306352944345, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.5, "time": 0.676431636326015, "total_loss": 1.3091071123053553} {"data_time": 0.00959863793104887, "eta_seconds": 14735.542242093012, "iteration": 248759, "loss_fcos_cls": 0.18964461260475218, "loss_fcos_ctr": 0.6102446988224983, "loss_fcos_loc": 0.15418018191121519, "loss_mask": 0.23510989593341947, "loss_maskiou": 0.004049648750878987, "loss_sem_seg": 0.15266008698381484, "lr": 0.001, "mask_rcnn/accuracy": 0.8999815386680988, "mask_rcnn/false_negative": 0.08718687382424367, "mask_rcnn/false_positive": 0.12633727904743536, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 23.25, "time": 0.6953548975288868, "total_loss": 1.358562816894846} {"data_time": 0.010411412455141544, "eta_seconds": 14716.348307474516, "iteration": 248779, "loss_fcos_cls": 0.18305950402282178, "loss_fcos_ctr": 0.6154374331235886, "loss_fcos_loc": 0.16303110966691747, "loss_mask": 0.23830607533454895, "loss_maskiou": 0.004378409641503822, "loss_sem_seg": 0.18400066043250263, "lr": 0.001, "mask_rcnn/accuracy": 0.8905459096159904, "mask_rcnn/false_negative": 0.0904107804719403, "mask_rcnn/false_positive": 0.10731748758707924, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 27.0, "time": 0.707988235168159, "total_loss": 1.3998117768205702} {"data_time": 0.010270211845636368, "eta_seconds": 14702.478698777966, "iteration": 248799, "loss_fcos_cls": 0.18210650654509664, "loss_fcos_ctr": 0.6139897992834449, "loss_fcos_loc": 0.15060089342296124, "loss_mask": 0.23082224326208234, "loss_maskiou": 0.004043327087856596, "loss_sem_seg": 0.18344215117394924, "lr": 0.001, "mask_rcnn/accuracy": 0.8846915998542274, "mask_rcnn/false_negative": 0.08382410922407958, "mask_rcnn/false_positive": 0.14649139531444594, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 22.5, "time": 0.6905835596844554, "total_loss": 1.3659250102791702} {"data_time": 0.010491689667105675, "eta_seconds": 14687.608806657605, "iteration": 248819, "loss_fcos_cls": 0.1642739757662639, "loss_fcos_ctr": 0.6108119850978255, "loss_fcos_loc": 0.14005821371392813, "loss_mask": 0.22836534399539232, "loss_maskiou": 0.0037469477756530978, "loss_sem_seg": 0.1720571753103286, "lr": 0.001, "mask_rcnn/accuracy": 0.9011942478604344, "mask_rcnn/false_negative": 0.07701572125495236, "mask_rcnn/false_positive": 0.10207533337738676, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 26.0, "time": 0.6887778481468558, "total_loss": 1.333984461009095} {"data_time": 0.01098477654159069, "eta_seconds": 14669.677554273047, "iteration": 248839, "loss_fcos_cls": 0.17566805216483772, "loss_fcos_ctr": 0.6123261982575059, "loss_fcos_loc": 0.1434748109895736, "loss_mask": 0.2287841564975679, "loss_maskiou": 0.003785648923894769, "loss_sem_seg": 0.16690537985414267, "lr": 0.001, "mask_rcnn/accuracy": 0.8996073091398722, "mask_rcnn/false_negative": 0.08775538681064972, "mask_rcnn/false_positive": 0.10960226866084355, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 22.0, "time": 0.6736708162352443, "total_loss": 1.3306963594623085} {"data_time": 0.011614122427999973, "eta_seconds": 14652.541111738421, "iteration": 248859, "loss_fcos_cls": 0.17369677626993507, "loss_fcos_ctr": 0.6105295764282346, "loss_fcos_loc": 0.15071018307935447, "loss_mask": 0.23468131572008133, "loss_maskiou": 0.003904108212736901, "loss_sem_seg": 0.17676821374334395, "lr": 0.001, "mask_rcnn/accuracy": 0.8826448367808662, "mask_rcnn/false_negative": 0.11077088747745725, "mask_rcnn/false_positive": 0.11735117455222194, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 28.0, "time": 0.6712163267657161, "total_loss": 1.3439609730485245} {"data_time": 0.010843602009117603, "eta_seconds": 14644.32096974738, "iteration": 248879, "loss_fcos_cls": 0.1833466454409063, "loss_fcos_ctr": 0.6115800477564335, "loss_fcos_loc": 0.1491450215689838, "loss_mask": 0.2407502825371921, "loss_maskiou": 0.004027398390462622, "loss_sem_seg": 0.17398372408933938, "lr": 0.001, "mask_rcnn/accuracy": 0.8955036648462202, "mask_rcnn/false_negative": 0.09553203738488658, "mask_rcnn/false_positive": 0.12049236938450267, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 26.5, "time": 0.7218751898035407, "total_loss": 1.3583383410077658} {"data_time": 0.010110870935022831, "eta_seconds": 14634.529256928712, "iteration": 248899, "loss_fcos_cls": 0.17315536132082343, "loss_fcos_ctr": 0.6105045862495899, "loss_fcos_loc": 0.1489922740147449, "loss_mask": 0.2300979234278202, "loss_maskiou": 0.003728760910234996, "loss_sem_seg": 0.15816169837489724, "lr": 0.001, "mask_rcnn/accuracy": 0.8823805223673242, "mask_rcnn/false_negative": 0.10828427779799876, "mask_rcnn/false_positive": 0.12893114697718994, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.0, "time": 0.6920767743140459, "total_loss": 1.338083014721633} {"data_time": 0.010446202009916306, "eta_seconds": 14627.000419185497, "iteration": 248919, "loss_fcos_cls": 0.16637085133697838, "loss_fcos_ctr": 0.6124896621331573, "loss_fcos_loc": 0.147209387505427, "loss_mask": 0.2339805979281664, "loss_maskiou": 0.0035793433380604256, "loss_sem_seg": 0.1773104143794626, "lr": 0.001, "mask_rcnn/accuracy": 0.8973025016458196, "mask_rcnn/false_negative": 0.09285671244214291, "mask_rcnn/false_positive": 0.10200513048285931, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.75, "time": 0.7106777271255851, "total_loss": 1.3411051211769518} {"data_time": 0.010746186599135399, "eta_seconds": 14610.670644542202, "iteration": 248939, "loss_fcos_cls": 0.17985910223796964, "loss_fcos_ctr": 0.6132354456931353, "loss_fcos_loc": 0.15436723758466542, "loss_mask": 0.24115215614438057, "loss_maskiou": 0.0037902297772234306, "loss_sem_seg": 0.1680259786080569, "lr": 0.001, "mask_rcnn/accuracy": 0.9041360591855789, "mask_rcnn/false_negative": 0.07748026938444902, "mask_rcnn/false_positive": 0.12132135423464274, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 29.0, "time": 0.6886219270527363, "total_loss": 1.34588775413431} {"data_time": 0.010700235143303871, "eta_seconds": 14591.521829205565, "iteration": 248959, "loss_fcos_cls": 0.1778017091564834, "loss_fcos_ctr": 0.6132457023486495, "loss_fcos_loc": 0.1581327337771654, "loss_mask": 0.22048601089045405, "loss_maskiou": 0.0033581883708393434, "loss_sem_seg": 0.15042299847118556, "lr": 0.001, "mask_rcnn/accuracy": 0.907156713900135, "mask_rcnn/false_negative": 0.09176882006986817, "mask_rcnn/false_positive": 0.11613553942601218, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 23.25, "time": 0.6844580061733723, "total_loss": 1.3441235669451999} {"data_time": 0.009008732624351978, "eta_seconds": 14576.471413739026, "iteration": 248979, "loss_fcos_cls": 0.17812406684970483, "loss_fcos_ctr": 0.6117221340537071, "loss_fcos_loc": 0.14867032098118216, "loss_mask": 0.22207777574658394, "loss_maskiou": 0.0035160091356374323, "loss_sem_seg": 0.16009487584233284, "lr": 0.001, "mask_rcnn/accuracy": 0.9222113598728965, "mask_rcnn/false_negative": 0.0765644363754076, "mask_rcnn/false_positive": 0.08863065979734998, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 19.0, "time": 0.6829807376489043, "total_loss": 1.331612595338811} {"data_time": 0.010194583795964718, "eta_seconds": 14564.499986008741, "iteration": 248999, "loss_fcos_cls": 0.18777536367997527, "loss_fcos_ctr": 0.6144699924625456, "loss_fcos_loc": 0.1580560316797346, "loss_mask": 0.23945358023047447, "loss_maskiou": 0.003997312443971168, "loss_sem_seg": 0.19051919621415436, "lr": 0.001, "mask_rcnn/accuracy": 0.8880153738644305, "mask_rcnn/false_negative": 0.09942709550810991, "mask_rcnn/false_positive": 0.1325535277832231, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.0, "time": 0.7111234730109572, "total_loss": 1.3956837637162494} {"data_time": 0.010499169118702412, "eta_seconds": 14553.452825196087, "iteration": 249019, "loss_fcos_cls": 0.17597294319421053, "loss_fcos_ctr": 0.6156573332846165, "loss_fcos_loc": 0.15843874355778098, "loss_mask": 0.228124322835356, "loss_maskiou": 0.004094915391760878, "loss_sem_seg": 0.1735135547351092, "lr": 0.001, "mask_rcnn/accuracy": 0.9069459305461315, "mask_rcnn/false_negative": 0.09004407920424667, "mask_rcnn/false_positive": 0.10057115834296781, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.25, "time": 0.7101286882534623, "total_loss": 1.3642298012018728} {"data_time": 0.010007413104176521, "eta_seconds": 14536.759402253665, "iteration": 249039, "loss_fcos_cls": 0.184248888050206, "loss_fcos_ctr": 0.6144576836377382, "loss_fcos_loc": 0.16214608983136714, "loss_mask": 0.24678897392004728, "loss_maskiou": 0.004600044892868027, "loss_sem_seg": 0.15848301723599434, "lr": 0.001, "mask_rcnn/accuracy": 0.9007774126599792, "mask_rcnn/false_negative": 0.07574292972312384, "mask_rcnn/false_positive": 0.12376014032687696, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 25.25, "time": 0.6999870212748647, "total_loss": 1.3767839640568127} {"data_time": 0.010528034530580044, "eta_seconds": 14520.997472770512, "iteration": 249059, "loss_fcos_cls": 0.17920626694103703, "loss_fcos_ctr": 0.613725836854428, "loss_fcos_loc": 0.15348567126784474, "loss_mask": 0.23762896098196507, "loss_maskiou": 0.004096453019883484, "loss_sem_seg": 0.16610529506579041, "lr": 0.001, "mask_rcnn/accuracy": 0.901844129354328, "mask_rcnn/false_negative": 0.08147384461367377, "mask_rcnn/false_positive": 0.12326804728195595, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 28.25, "time": 0.6761525189504027, "total_loss": 1.3696560434655112} {"data_time": 0.00997405219823122, "eta_seconds": 14503.099713507108, "iteration": 249079, "loss_fcos_cls": 0.17660847277147695, "loss_fcos_ctr": 0.6129552903585136, "loss_fcos_loc": 0.1496411595144309, "loss_mask": 0.22185813449323177, "loss_maskiou": 0.0037841839366592467, "loss_sem_seg": 0.17531386762857437, "lr": 0.001, "mask_rcnn/accuracy": 0.909767867217093, "mask_rcnn/false_negative": 0.0836072194953133, "mask_rcnn/false_positive": 0.10928384905355867, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 31.5, "time": 0.6770937852561474, "total_loss": 1.329435043177} {"data_time": 0.010445280000567436, "eta_seconds": 14477.071899994276, "iteration": 249099, "loss_fcos_cls": 0.1735018088365905, "loss_fcos_ctr": 0.6124775987118483, "loss_fcos_loc": 0.15931176557205617, "loss_mask": 0.23870265297591686, "loss_maskiou": 0.004038916842546314, "loss_sem_seg": 0.16731773706851527, "lr": 0.001, "mask_rcnn/accuracy": 0.8880054962317687, "mask_rcnn/false_negative": 0.09876557873331793, "mask_rcnn/false_positive": 0.1065433602552218, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 23.75, "time": 0.6908684624359012, "total_loss": 1.364217628375627} {"data_time": 0.010703385807573795, "eta_seconds": 14456.829708399251, "iteration": 249119, "loss_fcos_cls": 0.18112904683221132, "loss_fcos_ctr": 0.6129437545314431, "loss_fcos_loc": 0.14697832328965887, "loss_mask": 0.2243022839538753, "loss_maskiou": 0.0038396233139792457, "loss_sem_seg": 0.19088363624177873, "lr": 0.001, "mask_rcnn/accuracy": 0.9058979360975159, "mask_rcnn/false_negative": 0.07123882155109384, "mask_rcnn/false_positive": 0.08746351070737012, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.75, "time": 0.6939805028960109, "total_loss": 1.380064348661108} {"data_time": 0.009128415025770664, "eta_seconds": 14452.204466297291, "iteration": 249139, "loss_fcos_cls": 0.18178655242081732, "loss_fcos_ctr": 0.6142597552388906, "loss_fcos_loc": 0.15964143234305084, "loss_mask": 0.24001816101372242, "loss_maskiou": 0.004093293879122939, "loss_sem_seg": 0.1660236599855125, "lr": 0.001, "mask_rcnn/accuracy": 0.8781090775927931, "mask_rcnn/false_negative": 0.09697499367660604, "mask_rcnn/false_positive": 0.14607382724582066, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.25, "time": 0.6935384199023247, "total_loss": 1.3719649136328371} {"data_time": 0.009805111214518547, "eta_seconds": 14441.788206366822, "iteration": 249159, "loss_fcos_cls": 0.19013952382374555, "loss_fcos_ctr": 0.6116427127271891, "loss_fcos_loc": 0.1548299570567906, "loss_mask": 0.23095957632176578, "loss_maskiou": 0.0039029098297760356, "loss_sem_seg": 0.1578910769894719, "lr": 0.001, "mask_rcnn/accuracy": 0.8993637088981934, "mask_rcnn/false_negative": 0.0876507765353497, "mask_rcnn/false_positive": 0.11548261291603096, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.75, "time": 0.7041844427585602, "total_loss": 1.3474656549515203} {"data_time": 0.009834214113652706, "eta_seconds": 14436.96261547599, "iteration": 249179, "loss_fcos_cls": 0.18154096382204443, "loss_fcos_ctr": 0.6165150068700314, "loss_fcos_loc": 0.15737066394649446, "loss_mask": 0.23906227387487888, "loss_maskiou": 0.004442902114533354, "loss_sem_seg": 0.18056171503849328, "lr": 0.001, "mask_rcnn/accuracy": 0.9048017644557823, "mask_rcnn/false_negative": 0.06691132996530738, "mask_rcnn/false_positive": 0.10714306010842797, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 21.0, "time": 0.7123567434027791, "total_loss": 1.394751855506911} {"data_time": 0.010131417773663998, "eta_seconds": 14421.885597068816, "iteration": 249199, "loss_fcos_cls": 0.17202461906708777, "loss_fcos_ctr": 0.6129984753206372, "loss_fcos_loc": 0.14990591816604137, "loss_mask": 0.23694884963333607, "loss_maskiou": 0.003848872394883074, "loss_sem_seg": 0.15489948028698564, "lr": 0.001, "mask_rcnn/accuracy": 0.8903075810083897, "mask_rcnn/false_negative": 0.09283124063667791, "mask_rcnn/false_positive": 0.13043550218217193, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.75, "time": 0.6870367769151926, "total_loss": 1.3359503308274725} {"data_time": 0.009870567359030247, "eta_seconds": 14408.019066039473, "iteration": 249219, "loss_fcos_cls": 0.1824507515411824, "loss_fcos_ctr": 0.6135135935619473, "loss_fcos_loc": 0.15418945054989308, "loss_mask": 0.23806457314640284, "loss_maskiou": 0.004004603004432283, "loss_sem_seg": 0.18322423635981977, "lr": 0.001, "mask_rcnn/accuracy": 0.8943424409237379, "mask_rcnn/false_negative": 0.10310682700070646, "mask_rcnn/false_positive": 0.11232465457338438, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.75, "time": 0.6973850019276142, "total_loss": 1.366491193541151} {"data_time": 0.009842176921665668, "eta_seconds": 14399.658307125792, "iteration": 249239, "loss_fcos_cls": 0.1876874107401818, "loss_fcos_ctr": 0.6122864736244082, "loss_fcos_loc": 0.15211783291306347, "loss_mask": 0.23989914963021874, "loss_maskiou": 0.004119834746234119, "loss_sem_seg": 0.16661024210043252, "lr": 0.001, "mask_rcnn/accuracy": 0.8978278811524609, "mask_rcnn/false_negative": 0.08866913976873406, "mask_rcnn/false_positive": 0.12898496282207397, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.75, "time": 0.7147479308769107, "total_loss": 1.369321151621989} {"data_time": 0.010246410965919495, "eta_seconds": 14384.186191600747, "iteration": 249259, "loss_fcos_cls": 0.18317671946715564, "loss_fcos_ctr": 0.6144864046946168, "loss_fcos_loc": 0.15657799772452563, "loss_mask": 0.2403663694858551, "loss_maskiou": 0.004106990880245576, "loss_sem_seg": 0.18344547296874225, "lr": 0.001, "mask_rcnn/accuracy": 0.9145608330516164, "mask_rcnn/false_negative": 0.07730581946521495, "mask_rcnn/false_positive": 0.09033949281212675, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 20.5, "time": 0.6951241716742516, "total_loss": 1.3858353270370571} {"data_time": 0.009807298891246319, "eta_seconds": 14376.595003942028, "iteration": 249279, "loss_fcos_cls": 0.18845919356681406, "loss_fcos_ctr": 0.6121258018538356, "loss_fcos_loc": 0.15144437388516963, "loss_mask": 0.23421632405370474, "loss_maskiou": 0.004030664973470266, "loss_sem_seg": 0.17166215809993446, "lr": 0.001, "mask_rcnn/accuracy": 0.8813965884861408, "mask_rcnn/false_negative": 0.09176980498631161, "mask_rcnn/false_positive": 0.14297564384609596, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 27.5, "time": 0.7237754072993994, "total_loss": 1.3878378434510523} {"data_time": 0.009640372358262539, "eta_seconds": 14364.352534292266, "iteration": 249299, "loss_fcos_cls": 0.17152670555515215, "loss_fcos_ctr": 0.6155491713434458, "loss_fcos_loc": 0.16132376273162663, "loss_mask": 0.22773321252316236, "loss_maskiou": 0.0038253690108831506, "loss_sem_seg": 0.15879611030686647, "lr": 0.001, "mask_rcnn/accuracy": 0.8924504564097265, "mask_rcnn/false_negative": 0.08781046279872323, "mask_rcnn/false_positive": 0.12439776480077096, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7049691313877702, "total_loss": 1.3527263422074611} {"data_time": 0.009920433163642883, "eta_seconds": 14352.063089481555, "iteration": 249319, "loss_fcos_cls": 0.1864679318969138, "loss_fcos_ctr": 0.6143586551770568, "loss_fcos_loc": 0.15912350709550083, "loss_mask": 0.24240284971892834, "loss_maskiou": 0.004316911081332364, "loss_sem_seg": 0.16635121800936759, "lr": 0.001, "mask_rcnn/accuracy": 0.877141066953097, "mask_rcnn/false_negative": 0.08721871190776066, "mask_rcnn/false_positive": 0.1444748367941651, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.75, "time": 0.7033534031361341, "total_loss": 1.3730874377379223} {"data_time": 0.01180497370660305, "eta_seconds": 14334.965946452692, "iteration": 249339, "loss_fcos_cls": 0.18160082737449557, "loss_fcos_ctr": 0.6153107355348766, "loss_fcos_loc": 0.16543460986576974, "loss_mask": 0.22639650478959084, "loss_maskiou": 0.004275244802556699, "loss_sem_seg": 0.1648754996713251, "lr": 0.001, "mask_rcnn/accuracy": 0.8972212852082981, "mask_rcnn/false_negative": 0.08426220447313613, "mask_rcnn/false_positive": 0.11148561982564081, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.0, "time": 0.696521264500916, "total_loss": 1.3556155025362386} {"data_time": 0.010499370284378529, "eta_seconds": 14329.58173606731, "iteration": 249359, "loss_fcos_cls": 0.17894515342777595, "loss_fcos_ctr": 0.6120155276730657, "loss_fcos_loc": 0.15495541086420417, "loss_mask": 0.23381572403013706, "loss_maskiou": 0.003789011681874399, "loss_sem_seg": 0.16576474998146296, "lr": 0.001, "mask_rcnn/accuracy": 0.8997090242346939, "mask_rcnn/false_negative": 0.08269967474599962, "mask_rcnn/false_positive": 0.10757903266111558, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 23.0, "time": 0.7103659939020872, "total_loss": 1.342976074978651} {"data_time": 0.00963471457362175, "eta_seconds": 14332.192755633034, "iteration": 249379, "loss_fcos_cls": 0.17764627549331635, "loss_fcos_ctr": 0.6117252325639129, "loss_fcos_loc": 0.1536763389594853, "loss_mask": 0.2473109131678939, "loss_maskiou": 0.004345537017798051, "loss_sem_seg": 0.17277926579117775, "lr": 0.001, "mask_rcnn/accuracy": 0.8947520530620914, "mask_rcnn/false_negative": 0.08914609046449964, "mask_rcnn/false_positive": 0.11107458820154124, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.75, "time": 0.703347634524107, "total_loss": 1.3450275248542312} {"data_time": 0.010730229318141937, "eta_seconds": 14337.60712985415, "iteration": 249399, "loss_fcos_cls": 0.1858958450029604, "loss_fcos_ctr": 0.611169857904315, "loss_fcos_loc": 0.14955891470890492, "loss_mask": 0.23706491850316525, "loss_maskiou": 0.004071314619068289, "loss_sem_seg": 0.15344481717329472, "lr": 0.001, "mask_rcnn/accuracy": 0.9006711207842426, "mask_rcnn/false_negative": 0.08786210241879185, "mask_rcnn/false_positive": 0.11689931907140871, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.75, "time": 0.7172542065382004, "total_loss": 1.348433230919909} {"data_time": 0.009928545914590359, "eta_seconds": 14323.687798627652, "iteration": 249419, "loss_fcos_cls": 0.17510408227099106, "loss_fcos_ctr": 0.6127125574275851, "loss_fcos_loc": 0.15280416706809774, "loss_mask": 0.23428760515525937, "loss_maskiou": 0.004217291587337968, "loss_sem_seg": 0.158828362589702, "lr": 0.001, "mask_rcnn/accuracy": 0.8857949214168426, "mask_rcnn/false_negative": 0.09114051900413755, "mask_rcnn/false_positive": 0.133889512314451, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 27.25, "time": 0.6901470245793462, "total_loss": 1.3550624551062356} {"data_time": 0.009827857837080956, "eta_seconds": 14309.768467401154, "iteration": 249439, "loss_fcos_cls": 0.17963265487924218, "loss_fcos_ctr": 0.6122191529721022, "loss_fcos_loc": 0.15518959710607305, "loss_mask": 0.23469088226556778, "loss_maskiou": 0.004096662582014687, "loss_sem_seg": 0.15123384934850037, "lr": 0.001, "mask_rcnn/accuracy": 0.8905883321070364, "mask_rcnn/false_negative": 0.09850323974593826, "mask_rcnn/false_positive": 0.11765806878035623, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 28.25, "time": 0.6797388307750225, "total_loss": 1.3514945322458516} {"data_time": 0.010404381901025772, "eta_seconds": 14295.849136174656, "iteration": 249459, "loss_fcos_cls": 0.17531871935352683, "loss_fcos_ctr": 0.6122460304759443, "loss_fcos_loc": 0.16043892328161746, "loss_mask": 0.24589776154607534, "loss_maskiou": 0.004027866312753758, "loss_sem_seg": 0.16554677509702742, "lr": 0.001, "mask_rcnn/accuracy": 0.9108959717607974, "mask_rcnn/false_negative": 0.07431180287218396, "mask_rcnn/false_positive": 0.1096390596223952, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.5, "time": 0.7096700146794319, "total_loss": 1.3537272387911798} {"data_time": 0.009780598804354668, "eta_seconds": 14281.929804948159, "iteration": 249479, "loss_fcos_cls": 0.17600994871463627, "loss_fcos_ctr": 0.6121067572385073, "loss_fcos_loc": 0.1520703136920929, "loss_mask": 0.23666556552052498, "loss_maskiou": 0.004440109525603475, "loss_sem_seg": 0.15503692300990224, "lr": 0.001, "mask_rcnn/accuracy": 0.9128365929705216, "mask_rcnn/false_negative": 0.07225427980251053, "mask_rcnn/false_positive": 0.11314222585665243, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 31.5, "time": 0.7039540521800518, "total_loss": 1.3427772453105717} {"data_time": 0.009139826521277428, "eta_seconds": 14266.411011231132, "iteration": 249499, "loss_fcos_cls": 0.16952308756299317, "loss_fcos_ctr": 0.6132608074694872, "loss_fcos_loc": 0.158096982864663, "loss_mask": 0.22837721835821867, "loss_maskiou": 0.0040292162739206105, "loss_sem_seg": 0.17694719601422548, "lr": 0.001, "mask_rcnn/accuracy": 0.9120817741580454, "mask_rcnn/false_negative": 0.07986283736094901, "mask_rcnn/false_positive": 0.09553803427185542, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 28.5, "time": 0.6857829885557294, "total_loss": 1.3429831518078572} {"data_time": 0.011975064873695374, "eta_seconds": 14243.548139627092, "iteration": 249519, "loss_fcos_cls": 0.17586179048521444, "loss_fcos_ctr": 0.6127023072913289, "loss_fcos_loc": 0.1535916435532272, "loss_mask": 0.22425959492102265, "loss_maskiou": 0.003708461536007235, "loss_sem_seg": 0.1609472066629678, "lr": 0.001, "mask_rcnn/accuracy": 0.894125566893424, "mask_rcnn/false_negative": 0.0757164518290818, "mask_rcnn/false_positive": 0.11591136019436048, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.0, "time": 0.6748046651482582, "total_loss": 1.3394715349786566} {"data_time": 0.010475215502083302, "eta_seconds": 14246.037221911363, "iteration": 249539, "loss_fcos_cls": 0.16945758144720457, "loss_fcos_ctr": 0.6120427772402763, "loss_fcos_loc": 0.15045523643493652, "loss_mask": 0.23543021082878113, "loss_maskiou": 0.00425460379847209, "loss_sem_seg": 0.19386130874045193, "lr": 0.001, "mask_rcnn/accuracy": 0.9002166342727567, "mask_rcnn/false_negative": 0.07307532762328472, "mask_rcnn/false_positive": 0.12041244377927118, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 24.5, "time": 0.7056991728022695, "total_loss": 1.3724915352941025} {"data_time": 0.011638475582003593, "eta_seconds": 14267.716376720928, "iteration": 249559, "loss_fcos_cls": 0.17667545401491225, "loss_fcos_ctr": 0.6146741667762399, "loss_fcos_loc": 0.1582946071284823, "loss_mask": 0.23421039385721087, "loss_maskiou": 0.004007957984867971, "loss_sem_seg": 0.16198487486690283, "lr": 0.001, "mask_rcnn/accuracy": 0.9122629896577306, "mask_rcnn/false_negative": 0.0851172406404527, "mask_rcnn/false_positive": 0.09825014532510978, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 29.0, "time": 0.7200292916968465, "total_loss": 1.3568011449387996} {"data_time": 0.0096496706828475, "eta_seconds": 14253.756476151757, "iteration": 249579, "loss_fcos_cls": 0.17556906410027295, "loss_fcos_ctr": 0.6123560424894094, "loss_fcos_loc": 0.15247008297592402, "loss_mask": 0.23629783932119608, "loss_maskiou": 0.004499952003243379, "loss_sem_seg": 0.1547205278184265, "lr": 0.001, "mask_rcnn/accuracy": 0.8901648875012996, "mask_rcnn/false_negative": 0.0769867646224959, "mask_rcnn/false_positive": 0.1382906635769673, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.6947204014286399, "total_loss": 1.3432045832078074} {"data_time": 0.010325256735086441, "eta_seconds": 14254.523274254054, "iteration": 249599, "loss_fcos_cls": 0.18644398334436119, "loss_fcos_ctr": 0.6148237977176905, "loss_fcos_loc": 0.16398164257407188, "loss_mask": 0.23565470520406961, "loss_maskiou": 0.004029776901006699, "loss_sem_seg": 0.16032095020636916, "lr": 0.001, "mask_rcnn/accuracy": 0.9115240075679791, "mask_rcnn/false_negative": 0.0851551799763314, "mask_rcnn/false_positive": 0.10130834116428099, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 29.75, "time": 0.7282540109008551, "total_loss": 1.380562057122006} {"data_time": 0.010271832346916199, "eta_seconds": 14237.708349131048, "iteration": 249619, "loss_fcos_cls": 0.18923308805096895, "loss_fcos_ctr": 0.6150410454720259, "loss_fcos_loc": 0.16733489121543244, "loss_mask": 0.2368455701507628, "loss_maskiou": 0.004049722156196367, "loss_sem_seg": 0.15684917487669736, "lr": 0.001, "mask_rcnn/accuracy": 0.9052565470632697, "mask_rcnn/false_negative": 0.07956154289613815, "mask_rcnn/false_positive": 0.1381632713433992, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 27.5, "time": 0.7093090638518333, "total_loss": 1.3822891601303127} {"data_time": 0.009751628153026104, "eta_seconds": 14217.219825966284, "iteration": 249639, "loss_fcos_cls": 0.17749059456400573, "loss_fcos_ctr": 0.6109373960644007, "loss_fcos_loc": 0.14526928681880236, "loss_mask": 0.23590559605509043, "loss_maskiou": 0.004411393980262801, "loss_sem_seg": 0.17290129442699254, "lr": 0.001, "mask_rcnn/accuracy": 0.9000949305796244, "mask_rcnn/false_negative": 0.08325398703092651, "mask_rcnn/false_positive": 0.10743971965378774, "roi_head/num_bg_samples": 39.5, "roi_head/num_fg_samples": 28.25, "time": 0.695978001691401, "total_loss": 1.3480435972232954} {"data_time": 0.00954381562769413, "eta_seconds": 14197.916873875074, "iteration": 249659, "loss_fcos_cls": 0.1728408004855737, "loss_fcos_ctr": 0.6133014746010303, "loss_fcos_loc": 0.15326518414076418, "loss_mask": 0.23673504404723644, "loss_maskiou": 0.00400762591016246, "loss_sem_seg": 0.17103283270262182, "lr": 0.001, "mask_rcnn/accuracy": 0.894543333399572, "mask_rcnn/false_negative": 0.0729044471048034, "mask_rcnn/false_positive": 0.13195641798182225, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 33.0, "time": 0.6774250688031316, "total_loss": 1.3414105199772166} {"data_time": 0.00991965550929308, "eta_seconds": 14194.664381355047, "iteration": 249679, "loss_fcos_cls": 0.1766268013161607, "loss_fcos_ctr": 0.6112564159557223, "loss_fcos_loc": 0.1521953825140372, "loss_mask": 0.23422479536384344, "loss_maskiou": 0.0036411850014701486, "loss_sem_seg": 0.17723315092734993, "lr": 0.001, "mask_rcnn/accuracy": 0.8975816288053684, "mask_rcnn/false_negative": 0.08757547780466955, "mask_rcnn/false_positive": 0.12026006520541138, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.75, "time": 0.7052975818514824, "total_loss": 1.3601478535283604} {"data_time": 0.010957779362797737, "eta_seconds": 14169.997072736733, "iteration": 249699, "loss_fcos_cls": 0.17609158100094646, "loss_fcos_ctr": 0.6151708434335887, "loss_fcos_loc": 0.15596887713763863, "loss_mask": 0.23704062029719353, "loss_maskiou": 0.004601930595526937, "loss_sem_seg": 0.180798917892389, "lr": 0.001, "mask_rcnn/accuracy": 0.8995110544217687, "mask_rcnn/false_negative": 0.08718848055412787, "mask_rcnn/false_positive": 0.12104730309077452, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.25, "time": 0.687252763658762, "total_loss": 1.3655313399067381} {"data_time": 0.010367969051003456, "eta_seconds": 14150.437136973254, "iteration": 249719, "loss_fcos_cls": 0.18719039484858513, "loss_fcos_ctr": 0.6131122875958681, "loss_fcos_loc": 0.15150860941503197, "loss_mask": 0.23089719004929066, "loss_maskiou": 0.0039769726936356165, "loss_sem_seg": 0.17713888036087155, "lr": 0.001, "mask_rcnn/accuracy": 0.9025969273700538, "mask_rcnn/false_negative": 0.09194337263729119, "mask_rcnn/false_positive": 0.08989020394287178, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.5, "time": 0.6887254063040018, "total_loss": 1.3424709883111063} {"data_time": 0.011055588722229004, "eta_seconds": 14109.392326604575, "iteration": 249739, "loss_fcos_cls": 0.181349036982283, "loss_fcos_ctr": 0.6127246366813779, "loss_fcos_loc": 0.16003301076125354, "loss_mask": 0.2312827603891492, "loss_maskiou": 0.004003146343166009, "loss_sem_seg": 0.15739234955981374, "lr": 0.001, "mask_rcnn/accuracy": 0.8799724590997824, "mask_rcnn/false_negative": 0.09734172094939587, "mask_rcnn/false_positive": 0.13915721190809505, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.0, "time": 0.687000647187233, "total_loss": 1.3603856212284882} {"data_time": 0.010369228199124336, "eta_seconds": 14095.464689936489, "iteration": 249759, "loss_fcos_cls": 0.18433537159580737, "loss_fcos_ctr": 0.6142762051895261, "loss_fcos_loc": 0.1601531050982885, "loss_mask": 0.24514920823276043, "loss_maskiou": 0.00466172925371211, "loss_sem_seg": 0.1609980205539614, "lr": 0.001, "mask_rcnn/accuracy": 0.9026966541189647, "mask_rcnn/false_negative": 0.0826964623180017, "mask_rcnn/false_positive": 0.10599721008365609, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.0, "time": 0.6945429090410471, "total_loss": 1.3768722569730016} {"data_time": 0.010461818426847458, "eta_seconds": 14081.537053268403, "iteration": 249779, "loss_fcos_cls": 0.1837207607459277, "loss_fcos_ctr": 0.613637262955308, "loss_fcos_loc": 0.15341768803773448, "loss_mask": 0.24033821374177933, "loss_maskiou": 0.004585811358992942, "loss_sem_seg": 0.18574387161061168, "lr": 0.001, "mask_rcnn/accuracy": 0.8951792255363684, "mask_rcnn/false_negative": 0.08420399750806853, "mask_rcnn/false_positive": 0.13175686521459967, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 32.0, "time": 0.7065044278278947, "total_loss": 1.368996023753425} {"data_time": 0.010881226509809494, "eta_seconds": 14064.350591864437, "iteration": 249799, "loss_fcos_cls": 0.18060488544870168, "loss_fcos_ctr": 0.611864386126399, "loss_fcos_loc": 0.15181412477977574, "loss_mask": 0.2233660938218236, "loss_maskiou": 0.003900489420630038, "loss_sem_seg": 0.14960585068911314, "lr": 0.001, "mask_rcnn/accuracy": 0.9078409090909091, "mask_rcnn/false_negative": 0.08228134934288855, "mask_rcnn/false_positive": 0.124850593587656, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 26.25, "time": 0.6911685867235065, "total_loss": 1.3301641339330672} {"data_time": 0.009338042698800564, "eta_seconds": 14053.68177993223, "iteration": 249819, "loss_fcos_cls": 0.18415657474542968, "loss_fcos_ctr": 0.6122231050394475, "loss_fcos_loc": 0.15572890278417617, "loss_mask": 0.2427333826199174, "loss_maskiou": 0.003775558499910403, "loss_sem_seg": 0.1695683195721358, "lr": 0.001, "mask_rcnn/accuracy": 0.8933406108922441, "mask_rcnn/false_negative": 0.08894420151776045, "mask_rcnn/false_positive": 0.12266058710130567, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.0, "time": 0.6921775545924902, "total_loss": 1.3592072319370345} {"data_time": 0.009691448882222176, "eta_seconds": 14065.694408115, "iteration": 249839, "loss_fcos_cls": 0.1657161784823984, "loss_fcos_ctr": 0.6109652519226074, "loss_fcos_loc": 0.14947150251828134, "loss_mask": 0.24699759669601917, "loss_maskiou": 0.0043178510532015935, "loss_sem_seg": 0.17161237355321646, "lr": 0.001, "mask_rcnn/accuracy": 0.8897307164207674, "mask_rcnn/false_negative": 0.10192242813685665, "mask_rcnn/false_positive": 0.11732575253293133, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.25, "time": 0.6958374725654721, "total_loss": 1.353048573306296} {"data_time": 0.00954942125827074, "eta_seconds": 14065.017186257988, "iteration": 249859, "loss_fcos_cls": 0.18405694840475917, "loss_fcos_ctr": 0.614652635063976, "loss_fcos_loc": 0.16535282065160573, "loss_mask": 0.23278206354007125, "loss_maskiou": 0.0039577038696734235, "loss_sem_seg": 0.18857597815804183, "lr": 0.001, "mask_rcnn/accuracy": 0.8899966276489274, "mask_rcnn/false_negative": 0.08685904315814064, "mask_rcnn/false_positive": 0.13774593709782848, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.75, "time": 0.6995772831141949, "total_loss": 1.408702746054587} {"data_time": 0.009969806298613548, "eta_seconds": 14045.770561580546, "iteration": 249879, "loss_fcos_cls": 0.17381979152560234, "loss_fcos_ctr": 0.6132371872663498, "loss_fcos_loc": 0.16091509896796197, "loss_mask": 0.23378567770123482, "loss_maskiou": 0.004337541206041351, "loss_sem_seg": 0.1565262929070741, "lr": 0.001, "mask_rcnn/accuracy": 0.898830813971158, "mask_rcnn/false_negative": 0.09143907348712721, "mask_rcnn/false_positive": 0.12050011889000707, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 25.75, "time": 0.7124021556228399, "total_loss": 1.3577373262996844} {"data_time": 0.010289267636835575, "eta_seconds": 14028.369512031786, "iteration": 249899, "loss_fcos_cls": 0.1739096746314317, "loss_fcos_ctr": 0.6100808614864945, "loss_fcos_loc": 0.13912453944794834, "loss_mask": 0.22591861430555582, "loss_maskiou": 0.0036586505066225072, "loss_sem_seg": 0.16768396366387606, "lr": 0.001, "mask_rcnn/accuracy": 0.9070177080972418, "mask_rcnn/false_negative": 0.08077660998925353, "mask_rcnn/false_positive": 0.11776945253258203, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 28.5, "time": 0.6892004096880555, "total_loss": 1.329378041938071} {"data_time": 0.010835927911102772, "eta_seconds": 14009.8809289895, "iteration": 249919, "loss_fcos_cls": 0.17619548900984228, "loss_fcos_ctr": 0.6137172845192254, "loss_fcos_loc": 0.1521254819817841, "loss_mask": 0.22910626139491796, "loss_maskiou": 0.004051371659443248, "loss_sem_seg": 0.16830697539262474, "lr": 0.001, "mask_rcnn/accuracy": 0.8946588010204082, "mask_rcnn/false_negative": 0.08198420965900771, "mask_rcnn/false_positive": 0.11881524441424401, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 22.75, "time": 0.6992021752521396, "total_loss": 1.3358496878645383} {"data_time": 0.00979157816618681, "eta_seconds": 14013.048676460981, "iteration": 249939, "loss_fcos_cls": 0.1844780056271702, "loss_fcos_ctr": 0.6151628270745277, "loss_fcos_loc": 0.16072975168935955, "loss_mask": 0.24737825617194176, "loss_maskiou": 0.004402258673508186, "loss_sem_seg": 0.1902461196295917, "lr": 0.001, "mask_rcnn/accuracy": 0.9061329369787783, "mask_rcnn/false_negative": 0.07128062519728431, "mask_rcnn/false_positive": 0.11226140792625879, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 24.75, "time": 0.7249651057645679, "total_loss": 1.4004672235296312} {"data_time": 0.012454291805624962, "eta_seconds": 13999.078237622976, "iteration": 249959, "loss_fcos_cls": 0.1828684366773814, "loss_fcos_ctr": 0.6095626186579466, "loss_fcos_loc": 0.145577272051014, "loss_mask": 0.2412314503453672, "loss_maskiou": 0.003928430698579177, "loss_sem_seg": 0.15964020474348217, "lr": 0.001, "mask_rcnn/accuracy": 0.9012581968100071, "mask_rcnn/false_negative": 0.08931391664883354, "mask_rcnn/false_positive": 0.10739062648159119, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 23.0, "time": 0.6902820849791169, "total_loss": 1.333582937513711} {"data_time": 0.0125653725117445, "eta_seconds": 13998.67784224078, "iteration": 249979, "loss_fcos_cls": 0.18180774059146643, "loss_fcos_ctr": 0.6136853946372867, "loss_fcos_loc": 0.16264631343074143, "loss_mask": 0.2392947464250028, "loss_maskiou": 0.004195358851575293, "loss_sem_seg": 0.17983888206072152, "lr": 0.001, "mask_rcnn/accuracy": 0.8919126223846874, "mask_rcnn/false_negative": 0.09985088422078636, "mask_rcnn/false_positive": 0.11980865483881308, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 38.25, "time": 0.7062745997682214, "total_loss": 1.3773124443978304} {"data_time": 0.009356294758617878, "eta_seconds": 13978.359904104844, "iteration": 249999, "loss_fcos_cls": 0.1785903174604755, "loss_fcos_ctr": 0.6116221570409834, "loss_fcos_loc": 0.15274171461351216, "loss_mask": 0.24295227695256472, "loss_maskiou": 0.004529242187345517, "loss_sem_seg": 0.1539610686013475, "lr": 0.001, "mask_rcnn/accuracy": 0.8962425595238095, "mask_rcnn/false_negative": 0.10545571710423851, "mask_rcnn/false_positive": 0.11107341688182353, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.5, "time": 0.7156425379216671, "total_loss": 1.356914883297577} {"data_time": 0.010123136453330517, "eta_seconds": 13958.469813185744, "iteration": 250019, "loss_fcos_cls": 0.17505593691021204, "loss_fcos_ctr": 0.6132069220766425, "loss_fcos_loc": 0.15767357568256557, "loss_mask": 0.237797474488616, "loss_maskiou": 0.003971742607973283, "loss_sem_seg": 0.1722653964534402, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8801204819277109, "mask_rcnn/false_negative": 0.1057371306469673, "mask_rcnn/false_positive": 0.13236936073827338, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 24.0, "time": 0.6965900622308254, "total_loss": 1.3749797493037477} {"data_time": 0.00949607789516449, "eta_seconds": 13944.305792503059, "iteration": 250039, "loss_fcos_cls": 0.18006494850851595, "loss_fcos_ctr": 0.6121895643882453, "loss_fcos_loc": 0.14805028145201504, "loss_mask": 0.2227070990484208, "loss_maskiou": 0.003807913727541745, "loss_sem_seg": 0.17427136446349323, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9146630527210884, "mask_rcnn/false_negative": 0.08017280376093766, "mask_rcnn/false_positive": 0.10819210324197591, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 24.25, "time": 0.7015388980507851, "total_loss": 1.3545108812395483} {"data_time": 0.0101730702444911, "eta_seconds": 13930.33424218744, "iteration": 250059, "loss_fcos_cls": 0.1682517979061231, "loss_fcos_ctr": 0.6108380751684308, "loss_fcos_loc": 0.14069927181117237, "loss_mask": 0.2337126825004816, "loss_maskiou": 0.003988848944572965, "loss_sem_seg": 0.16457157745026052, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881971439369398, "mask_rcnn/false_negative": 0.09719780888098556, "mask_rcnn/false_positive": 0.12166881876453348, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 39.5, "time": 0.6761381924152374, "total_loss": 1.3236919026712712} {"data_time": 0.010389331728219986, "eta_seconds": 13912.43259882927, "iteration": 250079, "loss_fcos_cls": 0.18011416611261666, "loss_fcos_ctr": 0.6139797051437199, "loss_fcos_loc": 0.15246907997061498, "loss_mask": 0.22581439837813377, "loss_maskiou": 0.003797295859840233, "loss_sem_seg": 0.16071843216195703, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9072871112730807, "mask_rcnn/false_negative": 0.07997741476366219, "mask_rcnn/false_positive": 0.10325836362905227, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 30.75, "time": 0.6722010876983404, "total_loss": 1.3343915915356774} {"data_time": 0.010315308347344398, "eta_seconds": 13902.582841309719, "iteration": 250099, "loss_fcos_cls": 0.17815757461357862, "loss_fcos_ctr": 0.6113445740193129, "loss_fcos_loc": 0.15015793294878677, "loss_mask": 0.23246727418154478, "loss_maskiou": 0.0038763989505241625, "loss_sem_seg": 0.1678402700345032, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9062942885487528, "mask_rcnn/false_negative": 0.0854844483808507, "mask_rcnn/false_positive": 0.11505708745806442, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 25.25, "time": 0.7001143982633948, "total_loss": 1.3395989305900002} {"data_time": 0.010443869978189468, "eta_seconds": 13891.058456503786, "iteration": 250119, "loss_fcos_cls": 0.17459978465922177, "loss_fcos_ctr": 0.6136300340294838, "loss_fcos_loc": 0.1556421706918627, "loss_mask": 0.240075939334929, "loss_maskiou": 0.004292432608053787, "loss_sem_seg": 0.1609175819903612, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8889763027303945, "mask_rcnn/false_negative": 0.11347294454924066, "mask_rcnn/false_positive": 0.11393684038177584, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 32.25, "time": 0.697215111926198, "total_loss": 1.3573863995770807} {"data_time": 0.010101277381181717, "eta_seconds": 13880.462987107225, "iteration": 250139, "loss_fcos_cls": 0.1809661790030077, "loss_fcos_ctr": 0.6122607886791229, "loss_fcos_loc": 0.15140549594070762, "loss_mask": 0.23318432411178946, "loss_maskiou": 0.0038619230572294327, "loss_sem_seg": 0.16586107108742, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.912787160318673, "mask_rcnn/false_negative": 0.07529754942577813, "mask_rcnn/false_positive": 0.10291252438604945, "roi_head/num_bg_samples": 40.25, "roi_head/num_fg_samples": 27.75, "time": 0.7034474620595574, "total_loss": 1.3607266591498046} {"data_time": 0.011582217179238796, "eta_seconds": 13867.339745719917, "iteration": 250159, "loss_fcos_cls": 0.1788024016423151, "loss_fcos_ctr": 0.6140679828822613, "loss_fcos_loc": 0.15935239859391004, "loss_mask": 0.24642847385257483, "loss_maskiou": 0.004473434288229328, "loss_sem_seg": 0.15958311408758163, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8893343795851674, "mask_rcnn/false_negative": 0.09791193029305198, "mask_rcnn/false_positive": 0.12285295978473085, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 27.5, "time": 0.7042743852362037, "total_loss": 1.3619383092263888} {"data_time": 0.010198834352195263, "eta_seconds": 13848.535069182515, "iteration": 250179, "loss_fcos_cls": 0.17789212067145854, "loss_fcos_ctr": 0.6104253483936191, "loss_fcos_loc": 0.1535779070109129, "loss_mask": 0.22707081492990255, "loss_maskiou": 0.00403940184332896, "loss_sem_seg": 0.15571849490515888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9055408697295344, "mask_rcnn/false_negative": 0.07616526583737238, "mask_rcnn/false_positive": 0.10415449878738543, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 21.75, "time": 0.6873514456674457, "total_loss": 1.3291777247795835} {"data_time": 0.009445343166589737, "eta_seconds": 13828.686203878373, "iteration": 250199, "loss_fcos_cls": 0.17439691809704527, "loss_fcos_ctr": 0.6125217955559492, "loss_fcos_loc": 0.1568707959377207, "loss_mask": 0.2382657523266971, "loss_maskiou": 0.004080804130353499, "loss_sem_seg": 0.17318307957611978, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8842303662536444, "mask_rcnn/false_negative": 0.09487916303576449, "mask_rcnn/false_positive": 0.10874692306908407, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 27.5, "time": 0.6899145115166903, "total_loss": 1.3741310934001376} {"data_time": 0.009549716487526894, "eta_seconds": 13823.154290542938, "iteration": 250219, "loss_fcos_cls": 0.1812221782747656, "loss_fcos_ctr": 0.6120049096643925, "loss_fcos_loc": 0.15723253187024966, "loss_mask": 0.23901895619928837, "loss_maskiou": 0.0037993084188201465, "loss_sem_seg": 0.18135783192701638, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980412849663675, "mask_rcnn/false_negative": 0.0909157160352947, "mask_rcnn/false_positive": 0.09966528943613912, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.0, "time": 0.7016080748289824, "total_loss": 1.3864313242011121} {"data_time": 0.009667971171438694, "eta_seconds": 13800.029517039657, "iteration": 250239, "loss_fcos_cls": 0.1789178092731163, "loss_fcos_ctr": 0.6134737422689795, "loss_fcos_loc": 0.15241229278035462, "loss_mask": 0.23058839002624154, "loss_maskiou": 0.004098602705198573, "loss_sem_seg": 0.14142604963853955, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8940908691062632, "mask_rcnn/false_negative": 0.08828034252534675, "mask_rcnn/false_positive": 0.11277683654820433, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.75, "time": 0.695454616099596, "total_loss": 1.3447091447706043} {"data_time": 0.009601183235645294, "eta_seconds": 13796.597342957743, "iteration": 250259, "loss_fcos_cls": 0.19177763280458748, "loss_fcos_ctr": 0.6104768058285117, "loss_fcos_loc": 0.14832274912623689, "loss_mask": 0.24027469009160995, "loss_maskiou": 0.004117991011298727, "loss_sem_seg": 0.19557167775928974, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8878743194192378, "mask_rcnn/false_negative": 0.09522288197031478, "mask_rcnn/false_positive": 0.11267994796337967, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 25.75, "time": 0.7044251477345824, "total_loss": 1.3786348884896142} {"data_time": 0.009457229636609554, "eta_seconds": 13767.117488157004, "iteration": 250279, "loss_fcos_cls": 0.1761056741233915, "loss_fcos_ctr": 0.6116764037869871, "loss_fcos_loc": 0.15330969647038728, "loss_mask": 0.22414543759077787, "loss_maskiou": 0.0040815871907398105, "loss_sem_seg": 0.1726158019155264, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9160626304093066, "mask_rcnn/false_negative": 0.07553187833467195, "mask_rcnn/false_positive": 0.0994943808261662, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 27.5, "time": 0.6628294624388218, "total_loss": 1.3510989789065206} {"data_time": 0.010267609730362892, "eta_seconds": 13748.648492982611, "iteration": 250299, "loss_fcos_cls": 0.1717959603993222, "loss_fcos_ctr": 0.6112939780578017, "loss_fcos_loc": 0.15030194143764675, "loss_mask": 0.23091649636626244, "loss_maskiou": 0.003955027015763335, "loss_sem_seg": 0.17756486497819424, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.909060013060248, "mask_rcnn/false_negative": 0.08300840945416896, "mask_rcnn/false_positive": 0.10456497795927781, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 26.25, "time": 0.6656260974705219, "total_loss": 1.3731305151013657} {"data_time": 0.010188788175582886, "eta_seconds": 13714.270828097127, "iteration": 250319, "loss_fcos_cls": 0.17986309248954058, "loss_fcos_ctr": 0.6126371985301375, "loss_fcos_loc": 0.1536362292827107, "loss_mask": 0.23047159891575575, "loss_maskiou": 0.0038187189093150664, "loss_sem_seg": 0.16416575224138796, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992913832199547, "mask_rcnn/false_negative": 0.09454659371627884, "mask_rcnn/false_positive": 0.10068213586804585, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 18.5, "time": 0.6798324948176742, "total_loss": 1.3501390667461237} {"data_time": 0.010823801159858704, "eta_seconds": 13717.233757468872, "iteration": 250339, "loss_fcos_cls": 0.19026365655008703, "loss_fcos_ctr": 0.6129736313596368, "loss_fcos_loc": 0.15867149806581438, "loss_mask": 0.24060227628797293, "loss_maskiou": 0.00464363820356084, "loss_sem_seg": 0.18296479643322527, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.90941661735227, "mask_rcnn/false_negative": 0.08904039057585364, "mask_rcnn/false_positive": 0.09966842725151247, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 23.0, "time": 0.7174227451905608, "total_loss": 1.365908861545904} {"data_time": 0.009727301076054573, "eta_seconds": 13684.87575205788, "iteration": 250359, "loss_fcos_cls": 0.1809238701243885, "loss_fcos_ctr": 0.611282167956233, "loss_fcos_loc": 0.15083609661087394, "loss_mask": 0.23149066511541605, "loss_maskiou": 0.004079695700056618, "loss_sem_seg": 0.17569864785764366, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.904458211856171, "mask_rcnn/false_negative": 0.08616685771744048, "mask_rcnn/false_positive": 0.09567200675558263, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 17.5, "time": 0.6908828681334853, "total_loss": 1.375114721377031} {"data_time": 0.009641379117965698, "eta_seconds": 13664.096264680848, "iteration": 250379, "loss_fcos_cls": 0.1769504795083776, "loss_fcos_ctr": 0.6139881303533912, "loss_fcos_loc": 0.1550428627524525, "loss_mask": 0.23003805987536907, "loss_maskiou": 0.004186676647805143, "loss_sem_seg": 0.18613709090277553, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8853640798424633, "mask_rcnn/false_negative": 0.1064643877887563, "mask_rcnn/false_positive": 0.12701420628849508, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.25, "time": 0.6833097180351615, "total_loss": 1.3812091430263536} {"data_time": 0.009901285171508789, "eta_seconds": 13630.310748292133, "iteration": 250399, "loss_fcos_cls": 0.1892112649511546, "loss_fcos_ctr": 0.6120546497404575, "loss_fcos_loc": 0.15501753374701366, "loss_mask": 0.23653604369610548, "loss_maskiou": 0.0038310722302412614, "loss_sem_seg": 0.18172649177722633, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914138023630505, "mask_rcnn/false_negative": 0.08658750666392187, "mask_rcnn/false_positive": 0.10164186819300815, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.5, "time": 0.6802280824631453, "total_loss": 1.3706237098376732} {"data_time": 0.01002501044422388, "eta_seconds": 13615.9608584214, "iteration": 250419, "loss_fcos_cls": 0.17270032200030982, "loss_fcos_ctr": 0.6111123003065586, "loss_fcos_loc": 0.14803587296046317, "loss_mask": 0.2344766417518258, "loss_maskiou": 0.003753680456611619, "loss_sem_seg": 0.1780453035607934, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9096429859822717, "mask_rcnn/false_negative": 0.08056240831327988, "mask_rcnn/false_positive": 0.10202572972636004, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 21.25, "time": 0.6832487983629107, "total_loss": 1.3704493216973788} {"data_time": 0.009254598058760166, "eta_seconds": 13603.79854856152, "iteration": 250439, "loss_fcos_cls": 0.1769480804214254, "loss_fcos_ctr": 0.6149123897776008, "loss_fcos_loc": 0.16136478539556265, "loss_mask": 0.23923288146033883, "loss_maskiou": 0.003823922357696574, "loss_sem_seg": 0.16405274742282927, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8940779883381924, "mask_rcnn/false_negative": 0.08646176367653471, "mask_rcnn/false_positive": 0.12104165259580618, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.0, "time": 0.6983239343389869, "total_loss": 1.370326189615298} {"data_time": 0.009949544444680214, "eta_seconds": 13587.916494376026, "iteration": 250459, "loss_fcos_cls": 0.17483149422332644, "loss_fcos_ctr": 0.61173409037292, "loss_fcos_loc": 0.15561595046892762, "loss_mask": 0.23769241198897362, "loss_maskiou": 0.004006367871625116, "loss_sem_seg": 0.1653957541566342, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9003789015606243, "mask_rcnn/false_negative": 0.10497048570386772, "mask_rcnn/false_positive": 0.10352439853804836, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.5, "time": 0.6664191614836454, "total_loss": 1.370944554117159} {"data_time": 0.010447005741298199, "eta_seconds": 13574.009410302155, "iteration": 250479, "loss_fcos_cls": 0.17367190797813237, "loss_fcos_ctr": 0.6144759608432651, "loss_fcos_loc": 0.1534204266499728, "loss_mask": 0.22602348402142525, "loss_maskiou": 0.003681735528516583, "loss_sem_seg": 0.1753800583537668, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9094624168348658, "mask_rcnn/false_negative": 0.07442601569198871, "mask_rcnn/false_positive": 0.10777047284104072, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 22.75, "time": 0.7005118075758219, "total_loss": 1.3467152890370926} {"data_time": 0.009717542678117752, "eta_seconds": 13559.413633747958, "iteration": 250499, "loss_fcos_cls": 0.1731445031473413, "loss_fcos_ctr": 0.6141569698229432, "loss_fcos_loc": 0.1534187988145277, "loss_mask": 0.2450406881980598, "loss_maskiou": 0.0046052275647525676, "loss_sem_seg": 0.16202762280590832, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8803828107479255, "mask_rcnn/false_negative": 0.10974291025297789, "mask_rcnn/false_positive": 0.1374220871194463, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.5, "time": 0.6904723225161433, "total_loss": 1.3723131510450912} {"data_time": 0.010062904097139835, "eta_seconds": 13548.16213509161, "iteration": 250519, "loss_fcos_cls": 0.1834628052311018, "loss_fcos_ctr": 0.610359133221209, "loss_fcos_loc": 0.1560589277651161, "loss_mask": 0.23664222424849868, "loss_maskiou": 0.004106727865291759, "loss_sem_seg": 0.1790782492607832, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8732345319080013, "mask_rcnn/false_negative": 0.10629299374922593, "mask_rcnn/false_positive": 0.1544969977540779, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.25, "time": 0.6966548096388578, "total_loss": 1.396333592798328} {"data_time": 0.010768103413283825, "eta_seconds": 13532.956352865323, "iteration": 250539, "loss_fcos_cls": 0.1798605405492708, "loss_fcos_ctr": 0.6126790596172214, "loss_fcos_loc": 0.15774341684300452, "loss_mask": 0.23856838745996356, "loss_maskiou": 0.004122634905797895, "loss_sem_seg": 0.17601802316494286, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9078243797519008, "mask_rcnn/false_negative": 0.07993440231249356, "mask_rcnn/false_positive": 0.09300688792747444, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 31.75, "time": 0.7129756901413202, "total_loss": 1.3770084511088498} {"data_time": 0.010546850040555, "eta_seconds": 13508.882169815712, "iteration": 250559, "loss_fcos_cls": 0.17741528959595598, "loss_fcos_ctr": 0.6121706902049482, "loss_fcos_loc": 0.14900349243544042, "loss_mask": 0.2236797632649541, "loss_maskiou": 0.004025055091915419, "loss_sem_seg": 0.1683794038835913, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.909002587315414, "mask_rcnn/false_negative": 0.07831746159915082, "mask_rcnn/false_positive": 0.11559607789966664, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 28.5, "time": 0.6773004829883575, "total_loss": 1.3341723988269223} {"data_time": 0.010471347719430923, "eta_seconds": 13490.586897009984, "iteration": 250579, "loss_fcos_cls": 0.17919501091819257, "loss_fcos_ctr": 0.6118516176939011, "loss_fcos_loc": 0.14044860063586384, "loss_mask": 0.23047859501093626, "loss_maskiou": 0.0038057273923186585, "loss_sem_seg": 0.15934271411970258, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018472329954262, "mask_rcnn/false_negative": 0.09529240614781173, "mask_rcnn/false_positive": 0.1066499595481803, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 30.0, "time": 0.692407057620585, "total_loss": 1.3390630840222002} {"data_time": 0.010851494036614895, "eta_seconds": 13476.694114046171, "iteration": 250599, "loss_fcos_cls": 0.18625018536113203, "loss_fcos_ctr": 0.6124967723153532, "loss_fcos_loc": 0.1516068654600531, "loss_mask": 0.24698960175737739, "loss_maskiou": 0.0041332534165121615, "loss_sem_seg": 0.17245367332361639, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923335566801922, "mask_rcnn/false_negative": 0.07768191010921054, "mask_rcnn/false_positive": 0.12788049984360858, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 24.75, "time": 0.6986056566238403, "total_loss": 1.3652628182826447} {"data_time": 0.009804598987102509, "eta_seconds": 13440.839020772837, "iteration": 250619, "loss_fcos_cls": 0.18095164810074493, "loss_fcos_ctr": 0.6115598073229194, "loss_fcos_loc": 0.14583320723613724, "loss_mask": 0.22968637011945248, "loss_maskiou": 0.004103133655007696, "loss_sem_seg": 0.16988380579277873, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018332450904891, "mask_rcnn/false_negative": 0.08918655880269094, "mask_rcnn/false_positive": 0.09917249568808661, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 25.25, "time": 0.6777557088062167, "total_loss": 1.3161274989506637} {"data_time": 0.010492268018424511, "eta_seconds": 13426.968901562504, "iteration": 250639, "loss_fcos_cls": 0.17142953048460186, "loss_fcos_ctr": 0.6120549011975527, "loss_fcos_loc": 0.15811656950972974, "loss_mask": 0.24150085961446166, "loss_maskiou": 0.004033143239212222, "loss_sem_seg": 0.17256201431155205, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9160593925070029, "mask_rcnn/false_negative": 0.07616619784554973, "mask_rcnn/false_positive": 0.10035439279004275, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 19.25, "time": 0.6887628408148885, "total_loss": 1.3583898782817414} {"data_time": 0.010145047679543495, "eta_seconds": 13418.37744301837, "iteration": 250659, "loss_fcos_cls": 0.17996515380218625, "loss_fcos_ctr": 0.6153485514223576, "loss_fcos_loc": 0.1570520123350434, "loss_mask": 0.24101281352341175, "loss_maskiou": 0.004043511180498172, "loss_sem_seg": 0.1815615906380117, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9089498299319727, "mask_rcnn/false_negative": 0.08353355473998023, "mask_rcnn/false_positive": 0.1023068341012256, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 25.75, "time": 0.6986820409074426, "total_loss": 1.3806153624027502} {"data_time": 0.012180522084236145, "eta_seconds": 13404.501865289174, "iteration": 250679, "loss_fcos_cls": 0.17636825214140117, "loss_fcos_ctr": 0.6140832044184208, "loss_fcos_loc": 0.15787326951976866, "loss_mask": 0.23233941104263067, "loss_maskiou": 0.004031418568047229, "loss_sem_seg": 0.1744845900684595, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8968384683970676, "mask_rcnn/false_negative": 0.09572979558151029, "mask_rcnn/false_positive": 0.12093505177668215, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 31.5, "time": 0.7125462163239717, "total_loss": 1.3540152393179596} {"data_time": 0.009698871523141861, "eta_seconds": 13397.768062459305, "iteration": 250699, "loss_fcos_cls": 0.17486804956570268, "loss_fcos_ctr": 0.6136695672757924, "loss_fcos_loc": 0.15705106605309993, "loss_mask": 0.2440302362665534, "loss_maskiou": 0.004444398266059579, "loss_sem_seg": 0.17875579418614507, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9219150272721701, "mask_rcnn/false_negative": 0.06328827046512504, "mask_rcnn/false_positive": 0.10657715097368442, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 24.0, "time": 0.6959110451862216, "total_loss": 1.3747256043170637} {"data_time": 0.010737407952547073, "eta_seconds": 13379.19632241223, "iteration": 250719, "loss_fcos_cls": 0.1756533996667713, "loss_fcos_ctr": 0.6129332631826401, "loss_fcos_loc": 0.1518350369296968, "loss_mask": 0.22984733199700713, "loss_maskiou": 0.0034495639338274486, "loss_sem_seg": 0.16738635185174644, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007216368932397, "mask_rcnn/false_negative": 0.0805395294322314, "mask_rcnn/false_positive": 0.12614910619116187, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 30.0, "time": 0.6892153760418296, "total_loss": 1.3351637812775152} {"data_time": 0.010434871539473534, "eta_seconds": 13374.500720741227, "iteration": 250739, "loss_fcos_cls": 0.18713902303716168, "loss_fcos_ctr": 0.6134967785328627, "loss_fcos_loc": 0.15310140026849695, "loss_mask": 0.24144087079912424, "loss_maskiou": 0.0041787398513406515, "loss_sem_seg": 0.17089785996358842, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9064448226240098, "mask_rcnn/false_negative": 0.07958695574056296, "mask_rcnn/false_positive": 0.09738010181012652, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.25, "time": 0.6881437199190259, "total_loss": 1.3634387633865117} {"data_time": 0.00991655420511961, "eta_seconds": 13379.310233267955, "iteration": 250759, "loss_fcos_cls": 0.17975434439722449, "loss_fcos_ctr": 0.6150504727847874, "loss_fcos_loc": 0.15740625813486986, "loss_mask": 0.24373198300600052, "loss_maskiou": 0.004312755700084381, "loss_sem_seg": 0.1637322288006544, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932781092663054, "mask_rcnn/false_negative": 0.10718388741021931, "mask_rcnn/false_positive": 0.1165794164079814, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 24.5, "time": 0.7276350418105721, "total_loss": 1.359139373565995} {"data_time": 0.010275287553668022, "eta_seconds": 13365.629112901166, "iteration": 250779, "loss_fcos_cls": 0.17307574272854254, "loss_fcos_ctr": 0.6137353254016489, "loss_fcos_loc": 0.1527760608587414, "loss_mask": 0.23646323522552848, "loss_maskiou": 0.003877546863805037, "loss_sem_seg": 0.17143501224927604, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8981084236973478, "mask_rcnn/false_negative": 0.10681544487974036, "mask_rcnn/false_positive": 0.11869550213166385, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 33.75, "time": 0.7091871416196227, "total_loss": 1.363054830697365} {"data_time": 0.010823816061019897, "eta_seconds": 13353.434687946923, "iteration": 250799, "loss_fcos_cls": 0.18068011826835573, "loss_fcos_ctr": 0.6151124453172088, "loss_fcos_loc": 0.16266107218689285, "loss_mask": 0.23175785364583135, "loss_maskiou": 0.003873569985444192, "loss_sem_seg": 0.170799350598827, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8931791586235369, "mask_rcnn/false_negative": 0.10073205095120547, "mask_rcnn/false_positive": 0.1248566628563535, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 34.0, "time": 0.697725404985249, "total_loss": 1.3612598353738576} {"data_time": 0.01033195573836565, "eta_seconds": 13341.58760913834, "iteration": 250819, "loss_fcos_cls": 0.1824010165873915, "loss_fcos_ctr": 0.613774579949677, "loss_fcos_loc": 0.15603774192277342, "loss_mask": 0.2267682538367808, "loss_maskiou": 0.0037746307552879443, "loss_sem_seg": 0.1773407373111695, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935060313651152, "mask_rcnn/false_negative": 0.09028497015883771, "mask_rcnn/false_positive": 0.10927601284365589, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.0, "time": 0.6933344276621938, "total_loss": 1.3689998018689948} {"data_time": 0.009872210212051868, "eta_seconds": 13325.616481211968, "iteration": 250839, "loss_fcos_cls": 0.17642327584326267, "loss_fcos_ctr": 0.6125088054686785, "loss_fcos_loc": 0.15064783534035087, "loss_mask": 0.2364710085093975, "loss_maskiou": 0.003841348399873823, "loss_sem_seg": 0.16573282470926642, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9040427047442354, "mask_rcnn/false_negative": 0.08404564983796253, "mask_rcnn/false_positive": 0.10174503978295088, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 23.75, "time": 0.6933822128921747, "total_loss": 1.3405437490182521} {"data_time": 0.010432562790811062, "eta_seconds": 13313.76510226354, "iteration": 250859, "loss_fcos_cls": 0.1801054601673968, "loss_fcos_ctr": 0.6123128328472376, "loss_fcos_loc": 0.15238602343015373, "loss_mask": 0.23136527743190527, "loss_maskiou": 0.0039525922657048795, "loss_sem_seg": 0.15650414302945137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8965210999654099, "mask_rcnn/false_negative": 0.09311310958072501, "mask_rcnn/false_positive": 0.11560955490708669, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.75, "time": 0.699904877692461, "total_loss": 1.3511490382006741} {"data_time": 0.009399878792464733, "eta_seconds": 13296.524249685928, "iteration": 250879, "loss_fcos_cls": 0.17563895965577103, "loss_fcos_ctr": 0.6134544778615236, "loss_fcos_loc": 0.15784650848945603, "loss_mask": 0.24114823527634144, "loss_maskiou": 0.004054071483551525, "loss_sem_seg": 0.16959948651492596, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8787190347837248, "mask_rcnn/false_negative": 0.10878349801041703, "mask_rcnn/false_positive": 0.11980957285537266, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.25, "time": 0.7074227249249816, "total_loss": 1.3740687835452263} {"data_time": 0.009851603768765926, "eta_seconds": 13282.185197727755, "iteration": 250899, "loss_fcos_cls": 0.18020407267613336, "loss_fcos_ctr": 0.6123299896717072, "loss_fcos_loc": 0.16054399881977588, "loss_mask": 0.23467165231704712, "loss_maskiou": 0.004203522163152229, "loss_sem_seg": 0.16318666469305754, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8882966705357864, "mask_rcnn/false_negative": 0.09277755536638543, "mask_rcnn/false_positive": 0.12584948073709895, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.25, "time": 0.6855967547744513, "total_loss": 1.3690290058148094} {"data_time": 0.01022697426378727, "eta_seconds": 13268.053560676984, "iteration": 250919, "loss_fcos_cls": 0.18134914862457663, "loss_fcos_ctr": 0.6149128619581461, "loss_fcos_loc": 0.15686302329413593, "loss_mask": 0.23361987341195345, "loss_maskiou": 0.003728747135028243, "loss_sem_seg": 0.15535074123181403, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9044497084548104, "mask_rcnn/false_negative": 0.08866271436444836, "mask_rcnn/false_positive": 0.10654748203370272, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 27.5, "time": 0.7028586966916919, "total_loss": 1.3556249976572872} {"data_time": 0.008826217614114285, "eta_seconds": 13235.624227093533, "iteration": 250939, "loss_fcos_cls": 0.16829473595134914, "loss_fcos_ctr": 0.6130184754729271, "loss_fcos_loc": 0.15761988796293736, "loss_mask": 0.2277470505796373, "loss_maskiou": 0.003795646389335161, "loss_sem_seg": 0.1739252044353634, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866880085367481, "mask_rcnn/false_negative": 0.08491683368506889, "mask_rcnn/false_positive": 0.12562654549555102, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.75, "time": 0.6891093095764518, "total_loss": 1.338987305775845} {"data_time": 0.009740584529936314, "eta_seconds": 13226.843310847878, "iteration": 250959, "loss_fcos_cls": 0.17637341417139396, "loss_fcos_ctr": 0.6117351772263646, "loss_fcos_loc": 0.15237074767355807, "loss_mask": 0.2243546391837299, "loss_maskiou": 0.0039088766352506354, "loss_sem_seg": 0.16831340617500246, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9162539947297601, "mask_rcnn/false_negative": 0.08054329931017037, "mask_rcnn/false_positive": 0.10871821334016457, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 34.0, "time": 0.7060504527762532, "total_loss": 1.346082918564207} {"data_time": 0.010762236081063747, "eta_seconds": 13203.406368376687, "iteration": 250979, "loss_fcos_cls": 0.16516107029747218, "loss_fcos_ctr": 0.6131200785748661, "loss_fcos_loc": 0.1496079828357324, "loss_mask": 0.2354560769163072, "loss_maskiou": 0.0039892250060802326, "loss_sem_seg": 0.1864058542996645, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8919345721243043, "mask_rcnn/false_negative": 0.09307481582418269, "mask_rcnn/false_positive": 0.11688114333867161, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 30.75, "time": 0.6927926335483789, "total_loss": 1.3580213738059683} {"data_time": 0.009737192653119564, "eta_seconds": 13181.845016601495, "iteration": 250999, "loss_fcos_cls": 0.18312062771292403, "loss_fcos_ctr": 0.6109065059572458, "loss_fcos_loc": 0.14868614077568054, "loss_mask": 0.2313493979163468, "loss_maskiou": 0.0037990341370459646, "loss_sem_seg": 0.16445907531306148, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9088139829102373, "mask_rcnn/false_negative": 0.07871377178508575, "mask_rcnn/false_positive": 0.10012385262181457, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 27.75, "time": 0.6723539838567376, "total_loss": 1.3478958221185167} {"data_time": 0.009693892672657967, "eta_seconds": 13161.087782906368, "iteration": 251019, "loss_fcos_cls": 0.17432448180625215, "loss_fcos_ctr": 0.615628020837903, "loss_fcos_loc": 0.1552634023828432, "loss_mask": 0.2400394268333912, "loss_maskiou": 0.00402454506183858, "loss_sem_seg": 0.16967599838972092, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.900842420301454, "mask_rcnn/false_negative": 0.08988848699859806, "mask_rcnn/false_positive": 0.10615745033805209, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.0, "time": 0.686843004077673, "total_loss": 1.369646616852151} {"data_time": 0.010211526416242123, "eta_seconds": 13140.562061930075, "iteration": 251039, "loss_fcos_cls": 0.17036543530412018, "loss_fcos_ctr": 0.6105969548225403, "loss_fcos_loc": 0.15674829145427793, "loss_mask": 0.24791689310222864, "loss_maskiou": 0.003935123972041765, "loss_sem_seg": 0.13772597606293857, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9095723390366247, "mask_rcnn/false_negative": 0.09055148957514601, "mask_rcnn/false_positive": 0.09172995295043873, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 24.0, "time": 0.6775015890598297, "total_loss": 1.3440343340444088} {"data_time": 0.0116737624630332, "eta_seconds": 13141.957692150027, "iteration": 251059, "loss_fcos_cls": 0.16394153906730935, "loss_fcos_ctr": 0.6129715042188764, "loss_fcos_loc": 0.14984034770168364, "loss_mask": 0.2436840757727623, "loss_maskiou": 0.0038962580711086048, "loss_sem_seg": 0.17776183621026576, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980764925017626, "mask_rcnn/false_negative": 0.08983178018836116, "mask_rcnn/false_positive": 0.12084989798962065, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 24.25, "time": 0.7177217239513993, "total_loss": 1.3427642904935055} {"data_time": 0.010802715085446835, "eta_seconds": 13133.991477632895, "iteration": 251079, "loss_fcos_cls": 0.181985970470123, "loss_fcos_ctr": 0.6127173332497478, "loss_fcos_loc": 0.15974979335442185, "loss_mask": 0.2295347498729825, "loss_maskiou": 0.004172353645117255, "loss_sem_seg": 0.16668873833259568, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8989925387448212, "mask_rcnn/false_negative": 0.0949648891231121, "mask_rcnn/false_positive": 0.1163400992677428, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 30.75, "time": 0.6983877336606383, "total_loss": 1.3743343420319434} {"data_time": 0.009935104288160801, "eta_seconds": 13114.204230997711, "iteration": 251099, "loss_fcos_cls": 0.17775611206889153, "loss_fcos_ctr": 0.6111887060105801, "loss_fcos_loc": 0.1484499853104353, "loss_mask": 0.24308342579752207, "loss_maskiou": 0.003874089521559654, "loss_sem_seg": 0.16251988825388253, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8955480789254477, "mask_rcnn/false_negative": 0.07229759848997273, "mask_rcnn/false_positive": 0.13192273772277766, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 23.75, "time": 0.6986588891595602, "total_loss": 1.335476666253271} {"data_time": 0.010209767147898674, "eta_seconds": 13097.587567309849, "iteration": 251119, "loss_fcos_cls": 0.186243959935382, "loss_fcos_ctr": 0.615049266256392, "loss_fcos_loc": 0.15286936410120688, "loss_mask": 0.23825775273144245, "loss_maskiou": 0.003909991413820535, "loss_sem_seg": 0.16697580181062222, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.903661174521355, "mask_rcnn/false_negative": 0.08576046062142834, "mask_rcnn/false_positive": 0.11605403973959195, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.5, "time": 0.6937290299683809, "total_loss": 1.363972242048476} {"data_time": 0.010303896851837635, "eta_seconds": 13077.881917359307, "iteration": 251139, "loss_fcos_cls": 0.1734801211860031, "loss_fcos_ctr": 0.6131036225706339, "loss_fcos_loc": 0.15251248981803656, "loss_mask": 0.23486198531463742, "loss_maskiou": 0.003923388387192972, "loss_sem_seg": 0.1695405524224043, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9097793947124304, "mask_rcnn/false_negative": 0.07174903870274736, "mask_rcnn/false_positive": 0.11307798096481263, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.0, "time": 0.6885548233985901, "total_loss": 1.3614428847286035} {"data_time": 0.010003759525716305, "eta_seconds": 13057.398333886638, "iteration": 251159, "loss_fcos_cls": 0.17220548761542886, "loss_fcos_ctr": 0.6161601971834898, "loss_fcos_loc": 0.16318149585276842, "loss_mask": 0.24375286046415567, "loss_maskiou": 0.003965965886891354, "loss_sem_seg": 0.1594891450367868, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9032822591547911, "mask_rcnn/false_negative": 0.0827543252324365, "mask_rcnn/false_positive": 0.0985835505543653, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.75, "time": 0.7007101746276021, "total_loss": 1.385368711542469} {"data_time": 0.010815564543008804, "eta_seconds": 13050.14662884362, "iteration": 251179, "loss_fcos_cls": 0.18395073839928955, "loss_fcos_ctr": 0.6137109156697989, "loss_fcos_loc": 0.15726818796247244, "loss_mask": 0.2314241686835885, "loss_maskiou": 0.003814022275037132, "loss_sem_seg": 0.16906963125802577, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8741008698561392, "mask_rcnn/false_negative": 0.09866258128909565, "mask_rcnn/false_positive": 0.13347371606716618, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7147645140066743, "total_loss": 1.3598977563669905} {"data_time": 0.00980420596897602, "eta_seconds": 13042.518932978623, "iteration": 251199, "loss_fcos_cls": 0.18136288388632238, "loss_fcos_ctr": 0.612280435860157, "loss_fcos_loc": 0.156367041869089, "loss_mask": 0.2328357072547078, "loss_maskiou": 0.004225642675010022, "loss_sem_seg": 0.17205694457516074, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9135521816253382, "mask_rcnn/false_negative": 0.08022515578280352, "mask_rcnn/false_positive": 0.0925988982495661, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 18.25, "time": 0.7083791801705956, "total_loss": 1.3491219866800748} {"data_time": 0.010514578782022, "eta_seconds": 13028.218426018022, "iteration": 251219, "loss_fcos_cls": 0.17704344470985234, "loss_fcos_ctr": 0.6120533272624016, "loss_fcos_loc": 0.15339137776754797, "loss_mask": 0.23257147427648306, "loss_maskiou": 0.003842991733108647, "loss_sem_seg": 0.17411660915240645, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8913535266444559, "mask_rcnn/false_negative": 0.09574683610221443, "mask_rcnn/false_positive": 0.10767192036040266, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 24.5, "time": 0.7217385163530707, "total_loss": 1.35685758125328} {"data_time": 0.010404168628156185, "eta_seconds": 13008.54369607009, "iteration": 251239, "loss_fcos_cls": 0.17749399272724986, "loss_fcos_ctr": 0.6139654750004411, "loss_fcos_loc": 0.16208384081255645, "loss_mask": 0.23292302852496505, "loss_maskiou": 0.0040076444020087365, "loss_sem_seg": 0.17830520472489297, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.909540219148884, "mask_rcnn/false_negative": 0.07954842624222054, "mask_rcnn/false_positive": 0.13019356441897, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 24.25, "time": 0.6821507243439555, "total_loss": 1.3709144206695782} {"data_time": 0.010395297780632973, "eta_seconds": 12988.095227183774, "iteration": 251259, "loss_fcos_cls": 0.17620618094224483, "loss_fcos_ctr": 0.6125172227621078, "loss_fcos_loc": 0.15012853970983997, "loss_mask": 0.23229523980990052, "loss_maskiou": 0.004013223129732069, "loss_sem_seg": 0.18939801841042936, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9006277604325312, "mask_rcnn/false_negative": 0.08100827993982776, "mask_rcnn/false_positive": 0.12686127807227016, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 26.75, "time": 0.7061387216672301, "total_loss": 1.3672738494933583} {"data_time": 0.01024958211928606, "eta_seconds": 12986.596941242926, "iteration": 251279, "loss_fcos_cls": 0.17460598703473806, "loss_fcos_ctr": 0.6127741988748312, "loss_fcos_loc": 0.15085594603442587, "loss_mask": 0.22786913998425007, "loss_maskiou": 0.003664327718070126, "loss_sem_seg": 0.1619704037439078, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9154636471446816, "mask_rcnn/false_negative": 0.08072982802858189, "mask_rcnn/false_positive": 0.08823270306551195, "roi_head/num_bg_samples": 36.25, "roi_head/num_fg_samples": 24.0, "time": 0.7052969969809055, "total_loss": 1.3310169515207235} {"data_time": 0.010020456276834011, "eta_seconds": 12960.973831809126, "iteration": 251299, "loss_fcos_cls": 0.17343152640387416, "loss_fcos_ctr": 0.6103561129420996, "loss_fcos_loc": 0.14837847300805151, "loss_mask": 0.23279708717018366, "loss_maskiou": 0.004041425691866607, "loss_sem_seg": 0.1610649274662137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8737753253475303, "mask_rcnn/false_negative": 0.08240069385626111, "mask_rcnn/false_positive": 0.17146676454452903, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.25, "time": 0.6516163926571608, "total_loss": 1.326574661574341} {"data_time": 0.010234752669930458, "eta_seconds": 12960.08891226165, "iteration": 251319, "loss_fcos_cls": 0.18722519819857553, "loss_fcos_ctr": 0.6145197572186589, "loss_fcos_loc": 0.1542048145784065, "loss_mask": 0.23891893308609724, "loss_maskiou": 0.004509726339165354, "loss_sem_seg": 0.1581567544490099, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8946263886910697, "mask_rcnn/false_negative": 0.08474731676527125, "mask_rcnn/false_positive": 0.12245506029315337, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 32.5, "time": 0.6826670384034514, "total_loss": 1.3511214676800591} {"data_time": 0.010743651539087296, "eta_seconds": 12928.124188810587, "iteration": 251339, "loss_fcos_cls": 0.17740689229685813, "loss_fcos_ctr": 0.6143859967123717, "loss_fcos_loc": 0.16032325942069292, "loss_mask": 0.2403392766136676, "loss_maskiou": 0.004481693118577823, "loss_sem_seg": 0.15884711721446365, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9001514668367347, "mask_rcnn/false_negative": 0.09630432127382395, "mask_rcnn/false_positive": 0.10282407680682401, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.25, "time": 0.6797288991510868, "total_loss": 1.3434485133184353} {"data_time": 0.010745826177299023, "eta_seconds": 12914.073233668692, "iteration": 251359, "loss_fcos_cls": 0.17641071195248514, "loss_fcos_ctr": 0.6114099621772766, "loss_fcos_loc": 0.15364512149244547, "loss_mask": 0.24065226130187511, "loss_maskiou": 0.00420495532307541, "loss_sem_seg": 0.1783164320513606, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932994443198525, "mask_rcnn/false_negative": 0.0778997429209973, "mask_rcnn/false_positive": 0.1428743315851314, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 21.5, "time": 0.6802868321537971, "total_loss": 1.362512954590784} {"data_time": 0.01015451643615961, "eta_seconds": 12899.159994386137, "iteration": 251379, "loss_fcos_cls": 0.16607481869868934, "loss_fcos_ctr": 0.6102421451359987, "loss_fcos_loc": 0.14997595991007984, "loss_mask": 0.2333607878535986, "loss_maskiou": 0.004070623006555252, "loss_sem_seg": 0.16084775514900684, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8927752620186831, "mask_rcnn/false_negative": 0.09433161830055292, "mask_rcnn/false_positive": 0.14375432452092796, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.6747270254418254, "total_loss": 1.326294009351841} {"data_time": 0.009615927934646606, "eta_seconds": 12890.630738842301, "iteration": 251399, "loss_fcos_cls": 0.179886284051463, "loss_fcos_ctr": 0.6105192564427853, "loss_fcos_loc": 0.15213410032447428, "loss_mask": 0.2257257211022079, "loss_maskiou": 0.0039578400464961305, "loss_sem_seg": 0.1618051913101226, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9129247327886851, "mask_rcnn/false_negative": 0.07239604655912454, "mask_rcnn/false_positive": 0.11801570689116495, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 33.5, "time": 0.7209705244749784, "total_loss": 1.3386079487245297} {"data_time": 0.011175130493938923, "eta_seconds": 12872.701117426157, "iteration": 251419, "loss_fcos_cls": 0.1598543463042006, "loss_fcos_ctr": 0.6099154427647591, "loss_fcos_loc": 0.14287592167966068, "loss_mask": 0.22668671049177647, "loss_maskiou": 0.0036618136800825596, "loss_sem_seg": 0.175426063593477, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9070528930839991, "mask_rcnn/false_negative": 0.0867589344735499, "mask_rcnn/false_positive": 0.10984426063663666, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 19.25, "time": 0.6685017524287105, "total_loss": 1.3443355045728822} {"data_time": 0.010336616076529026, "eta_seconds": 12858.84534958005, "iteration": 251439, "loss_fcos_cls": 0.18701998074539006, "loss_fcos_ctr": 0.6120061837136745, "loss_fcos_loc": 0.15300182517967187, "loss_mask": 0.2347280438989401, "loss_maskiou": 0.004373422474600375, "loss_sem_seg": 0.16104883141815662, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8856596209912537, "mask_rcnn/false_negative": 0.10807581375077377, "mask_rcnn/false_positive": 0.11681889373389787, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 25.75, "time": 0.6956815682351589, "total_loss": 1.3468295691909589} {"data_time": 0.010197218507528305, "eta_seconds": 12849.050294547342, "iteration": 251459, "loss_fcos_cls": 0.1723387335659936, "loss_fcos_ctr": 0.6106049297377467, "loss_fcos_loc": 0.1409892305964604, "loss_mask": 0.232554629445076, "loss_maskiou": 0.004208199284221337, "loss_sem_seg": 0.15974131226539612, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9021702056654147, "mask_rcnn/false_negative": 0.08065982275477536, "mask_rcnn/false_positive": 0.10369006632917778, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 32.0, "time": 0.7050484912469983, "total_loss": 1.3323021987234824} {"data_time": 0.009383276104927063, "eta_seconds": 12835.190146449022, "iteration": 251479, "loss_fcos_cls": 0.17104490392375737, "loss_fcos_ctr": 0.6117091486230493, "loss_fcos_loc": 0.15369961084797978, "loss_mask": 0.23438769113272429, "loss_maskiou": 0.003797782053879928, "loss_sem_seg": 0.16228603024501354, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810128940189937, "mask_rcnn/false_negative": 0.08659723984743528, "mask_rcnn/false_positive": 0.16816384934477785, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 28.5, "time": 0.6941150343045592, "total_loss": 1.3591341171668319} {"data_time": 0.011163720861077309, "eta_seconds": 12821.329998350702, "iteration": 251499, "loss_fcos_cls": 0.17837328743189573, "loss_fcos_ctr": 0.6119822338223457, "loss_fcos_loc": 0.15037259610835463, "loss_mask": 0.2256699032150209, "loss_maskiou": 0.003905954785295762, "loss_sem_seg": 0.15133472252637148, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9090697577107767, "mask_rcnn/false_negative": 0.06685604625886082, "mask_rcnn/false_positive": 0.11473013708236574, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 28.0, "time": 0.6798452902585268, "total_loss": 1.340213280345779} {"data_time": 0.009820910170674324, "eta_seconds": 12808.503486038186, "iteration": 251519, "loss_fcos_cls": 0.17091582505963743, "loss_fcos_ctr": 0.6120991380885243, "loss_fcos_loc": 0.15099406754598022, "loss_mask": 0.23548673605546355, "loss_maskiou": 0.004074406797371921, "loss_sem_seg": 0.16331160068511963, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.916701023843881, "mask_rcnn/false_negative": 0.0886356333314477, "mask_rcnn/false_positive": 0.0675355880387984, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 20.75, "time": 0.706327561289072, "total_loss": 1.3375267263763817} {"data_time": 0.009081288240849972, "eta_seconds": 12794.046528415754, "iteration": 251539, "loss_fcos_cls": 0.17106481257360429, "loss_fcos_ctr": 0.6123366560786963, "loss_fcos_loc": 0.15264262747950852, "loss_mask": 0.23206224152818322, "loss_maskiou": 0.004016135007987032, "loss_sem_seg": 0.16728866705670953, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9137918580248792, "mask_rcnn/false_negative": 0.07679244343502672, "mask_rcnn/false_positive": 0.09095851826421468, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.75, "time": 0.693831218406558, "total_loss": 1.3515872697498708} {"data_time": 0.009864363819360733, "eta_seconds": 12794.301232544705, "iteration": 251559, "loss_fcos_cls": 0.1750806027557701, "loss_fcos_ctr": 0.6131099034100771, "loss_fcos_loc": 0.1514411148164072, "loss_mask": 0.239743669051677, "loss_maskiou": 0.004053083066537511, "loss_sem_seg": 0.1513907816261053, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8939408956150028, "mask_rcnn/false_negative": 0.09643044154682734, "mask_rcnn/false_positive": 0.12510312741966795, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.0, "time": 0.7050572456791997, "total_loss": 1.3328154953414924} {"data_time": 0.0095008984208107, "eta_seconds": 12781.31064959243, "iteration": 251579, "loss_fcos_cls": 0.16960232704877853, "loss_fcos_ctr": 0.6125333569943905, "loss_fcos_loc": 0.14484082418493927, "loss_mask": 0.23567251721397042, "loss_maskiou": 0.003988578981079627, "loss_sem_seg": 0.15645777364261448, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8951111402504928, "mask_rcnn/false_negative": 0.08071073745458136, "mask_rcnn/false_positive": 0.11712320166512402, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.75, "time": 0.697628490626812, "total_loss": 1.324946229251509} {"data_time": 0.010641933418810368, "eta_seconds": 12764.854291273281, "iteration": 251599, "loss_fcos_cls": 0.1744892579736188, "loss_fcos_ctr": 0.6132615189999342, "loss_fcos_loc": 0.15711220412049443, "loss_mask": 0.24096695706248283, "loss_maskiou": 0.004432789981365204, "loss_sem_seg": 0.16391308954916894, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8900074132216989, "mask_rcnn/false_negative": 0.09983367379220504, "mask_rcnn/false_positive": 0.13890442195385122, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.6797973327338696, "total_loss": 1.3751933491912496} {"data_time": 0.010666568763554096, "eta_seconds": 12752.673442622647, "iteration": 251619, "loss_fcos_cls": 0.1772554782219231, "loss_fcos_ctr": 0.6132411248981953, "loss_fcos_loc": 0.1569819739088416, "loss_mask": 0.24111540522426367, "loss_maskiou": 0.004215771434246562, "loss_sem_seg": 0.1654917229898274, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9012359124988023, "mask_rcnn/false_negative": 0.09529086107962331, "mask_rcnn/false_positive": 0.1018464705431441, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.25, "time": 0.6904365355148911, "total_loss": 1.3543078379007056} {"data_time": 0.010379791259765625, "eta_seconds": 12740.123892318457, "iteration": 251639, "loss_fcos_cls": 0.17600675218272954, "loss_fcos_ctr": 0.614364730194211, "loss_fcos_loc": 0.15390966436825693, "loss_mask": 0.23743916815146804, "loss_maskiou": 0.003898106604538043, "loss_sem_seg": 0.16589596820995212, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8998039556731784, "mask_rcnn/false_negative": 0.07704915922640242, "mask_rcnn/false_positive": 0.11625262441921208, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 29.5, "time": 0.6910172179341316, "total_loss": 1.3425232903391588} {"data_time": 0.010323697701096535, "eta_seconds": 12730.76384417992, "iteration": 251659, "loss_fcos_cls": 0.1833227165043354, "loss_fcos_ctr": 0.6143217347562313, "loss_fcos_loc": 0.15383242606185377, "loss_mask": 0.23670248594135046, "loss_maskiou": 0.004510535305598751, "loss_sem_seg": 0.17666667560115457, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9014253362467648, "mask_rcnn/false_negative": 0.09509164411038752, "mask_rcnn/false_positive": 0.10926535803338078, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 29.75, "time": 0.7047245046123862, "total_loss": 1.3585458446541452} {"data_time": 0.010674374178051949, "eta_seconds": 12716.88154349383, "iteration": 251679, "loss_fcos_cls": 0.166030713589862, "loss_fcos_ctr": 0.6104715596884489, "loss_fcos_loc": 0.1431832480011508, "loss_mask": 0.2310373466461897, "loss_maskiou": 0.00375232379155932, "loss_sem_seg": 0.17820879630744457, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8889418978185589, "mask_rcnn/false_negative": 0.08651598562899113, "mask_rcnn/false_positive": 0.14306666822521996, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 27.75, "time": 0.6963551575317979, "total_loss": 1.3196186363347806} {"data_time": 0.010110853239893913, "eta_seconds": 12702.999242807738, "iteration": 251699, "loss_fcos_cls": 0.17432473902590573, "loss_fcos_ctr": 0.6122030988335609, "loss_fcos_loc": 0.14973523013759404, "loss_mask": 0.2479893579147756, "loss_maskiou": 0.00428172288229689, "loss_sem_seg": 0.15172786032781005, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8957427614990001, "mask_rcnn/false_negative": 0.08584889653075045, "mask_rcnn/false_positive": 0.10902061209001793, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 27.25, "time": 0.6967244017869234, "total_loss": 1.3346800681956665} {"data_time": 0.010168923065066338, "eta_seconds": 12681.609765706584, "iteration": 251719, "loss_fcos_cls": 0.1746867480687797, "loss_fcos_ctr": 0.6114593036472797, "loss_fcos_loc": 0.14912101672962308, "loss_mask": 0.23906466457992792, "loss_maskiou": 0.0037413414029288106, "loss_sem_seg": 0.16408347769174725, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8985821615231459, "mask_rcnn/false_negative": 0.07751449103357033, "mask_rcnn/false_positive": 0.12372639432228405, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 23.25, "time": 0.6782745346426964, "total_loss": 1.3506941001687665} {"data_time": 0.009656482376158237, "eta_seconds": 12675.234641435556, "iteration": 251739, "loss_fcos_cls": 0.1742193527170457, "loss_fcos_ctr": 0.6136938594281673, "loss_fcos_loc": 0.15961951011558995, "loss_mask": 0.24221923854202032, "loss_maskiou": 0.004007039598945994, "loss_sem_seg": 0.15033372724428773, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9065772552863509, "mask_rcnn/false_negative": 0.08943338327915258, "mask_rcnn/false_positive": 0.12024721685046777, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 23.25, "time": 0.7117251390591264, "total_loss": 1.3575485849796678} {"data_time": 0.00876602903008461, "eta_seconds": 12642.168285743333, "iteration": 251759, "loss_fcos_cls": 0.17321531428024173, "loss_fcos_ctr": 0.6096874419599771, "loss_fcos_loc": 0.14381587225943804, "loss_mask": 0.22169122705236077, "loss_maskiou": 0.0037565300408459734, "loss_sem_seg": 0.1563289170153439, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.898092049319728, "mask_rcnn/false_negative": 0.08098056392224431, "mask_rcnn/false_positive": 0.11233360950395471, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 19.25, "time": 0.6894860956817865, "total_loss": 1.300589608214068} {"data_time": 0.009758524596691132, "eta_seconds": 12623.834164337255, "iteration": 251779, "loss_fcos_cls": 0.17875232361257076, "loss_fcos_ctr": 0.6106866272166371, "loss_fcos_loc": 0.1472887255367823, "loss_mask": 0.23398232134059072, "loss_maskiou": 0.0036993078028899617, "loss_sem_seg": 0.1565128315705806, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.890378209722044, "mask_rcnn/false_negative": 0.0819194250946429, "mask_rcnn/false_positive": 0.13360424788738637, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.0, "time": 0.6839226763695478, "total_loss": 1.3364691554452293} {"data_time": 0.011130687780678272, "eta_seconds": 12607.422562284395, "iteration": 251799, "loss_fcos_cls": 0.17020062752999365, "loss_fcos_ctr": 0.6130119822919369, "loss_fcos_loc": 0.14879824733361602, "loss_mask": 0.23030385188758373, "loss_maskiou": 0.0036652064918598626, "loss_sem_seg": 0.15924196620471776, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935792237248882, "mask_rcnn/false_negative": 0.07673432503453673, "mask_rcnn/false_positive": 0.12642337794485248, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 28.5, "time": 0.6749696172773838, "total_loss": 1.3282957160990918} {"data_time": 0.010068782605230808, "eta_seconds": 12596.121450074948, "iteration": 251819, "loss_fcos_cls": 0.16822746902471408, "loss_fcos_ctr": 0.6119176419451833, "loss_fcos_loc": 0.14857312117237598, "loss_mask": 0.23767596948891878, "loss_maskiou": 0.004377155699330615, "loss_sem_seg": 0.16709303203970194, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8975082268932417, "mask_rcnn/false_negative": 0.08749740123100525, "mask_rcnn/false_positive": 0.1077019905230839, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 28.0, "time": 0.7052706331014633, "total_loss": 1.3611929078397225} {"data_time": 0.010082256980240345, "eta_seconds": 12586.140692539513, "iteration": 251839, "loss_fcos_cls": 0.17978153741569258, "loss_fcos_ctr": 0.6114409035071731, "loss_fcos_loc": 0.14707980622188188, "loss_mask": 0.22868568589910865, "loss_maskiou": 0.003771162489101698, "loss_sem_seg": 0.14600780559703708, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9101530612244898, "mask_rcnn/false_negative": 0.07460279918363392, "mask_rcnn/false_positive": 0.0925327793697282, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.25, "time": 0.7035863399505615, "total_loss": 1.3201570618912228} {"data_time": 0.01040313858538866, "eta_seconds": 12571.847332580946, "iteration": 251859, "loss_fcos_cls": 0.17767125030513853, "loss_fcos_ctr": 0.6142327226698399, "loss_fcos_loc": 0.15193987300153822, "loss_mask": 0.21923600370064378, "loss_maskiou": 0.004008304342278279, "loss_sem_seg": 0.1606114855967462, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977808865481676, "mask_rcnn/false_negative": 0.08928004870470956, "mask_rcnn/false_positive": 0.1064409559481013, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 31.0, "time": 0.6852996693924069, "total_loss": 1.3480740520571999} {"data_time": 0.009708531200885773, "eta_seconds": 12557.987184482627, "iteration": 251879, "loss_fcos_cls": 0.17399051110260189, "loss_fcos_ctr": 0.6125413379631937, "loss_fcos_loc": 0.15723097987938672, "loss_mask": 0.23330109799280763, "loss_maskiou": 0.003780131235544104, "loss_sem_seg": 0.1591679637786001, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8857274273345702, "mask_rcnn/false_negative": 0.10214393249967482, "mask_rcnn/false_positive": 0.11303771060587839, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.5, "time": 0.6968143871054053, "total_loss": 1.3340197730422005} {"data_time": 0.009199674241244793, "eta_seconds": 12542.542194317095, "iteration": 251899, "loss_fcos_cls": 0.17564211774151772, "loss_fcos_ctr": 0.6124493321403861, "loss_fcos_loc": 0.15047408919781446, "loss_mask": 0.22608855832368135, "loss_maskiou": 0.0037541043348028325, "loss_sem_seg": 0.14826709683984518, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8926180364933498, "mask_rcnn/false_negative": 0.08990832027139106, "mask_rcnn/false_positive": 0.11365703154765833, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 32.75, "time": 0.6854415070265532, "total_loss": 1.3260978323596646} {"data_time": 0.010166602209210396, "eta_seconds": 12528.683797328733, "iteration": 251919, "loss_fcos_cls": 0.17510725546162575, "loss_fcos_ctr": 0.6157986680045724, "loss_fcos_loc": 0.15923823637422174, "loss_mask": 0.2457495043054223, "loss_maskiou": 0.004126452753553167, "loss_sem_seg": 0.16687567997723818, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880135966229918, "mask_rcnn/false_negative": 0.10497253650070038, "mask_rcnn/false_positive": 0.12894497706150707, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 29.5, "time": 0.7127984184771776, "total_loss": 1.3626641452501644} {"data_time": 0.008707304485142231, "eta_seconds": 12512.983307288028, "iteration": 251939, "loss_fcos_cls": 0.17369938176125288, "loss_fcos_ctr": 0.6124787805601954, "loss_fcos_loc": 0.15098772366764024, "loss_mask": 0.23279523476958275, "loss_maskiou": 0.004167072074778844, "loss_sem_seg": 0.1511442414484918, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8827755286897367, "mask_rcnn/false_negative": 0.09899744300928431, "mask_rcnn/false_positive": 0.13521737604051776, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 28.75, "time": 0.690598969347775, "total_loss": 1.3195501613827219} {"data_time": 0.010505377314984798, "eta_seconds": 12499.126950156875, "iteration": 251959, "loss_fcos_cls": 0.16881063167238608, "loss_fcos_ctr": 0.6123318616300821, "loss_fcos_loc": 0.14682630024617538, "loss_mask": 0.22632281482219696, "loss_maskiou": 0.0036107040714341565, "loss_sem_seg": 0.16012561647221446, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9126899401064774, "mask_rcnn/false_negative": 0.07770599341989243, "mask_rcnn/false_positive": 0.08587027308448099, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 24.25, "time": 0.6947762547060847, "total_loss": 1.3002735717636824} {"data_time": 0.010318858548998833, "eta_seconds": 12480.604515700601, "iteration": 251979, "loss_fcos_cls": 0.17172105005010962, "loss_fcos_ctr": 0.6104635484516621, "loss_fcos_loc": 0.14884594292379916, "loss_mask": 0.23520358046516776, "loss_maskiou": 0.00377930570175522, "loss_sem_seg": 0.1537968167103827, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8784612436523905, "mask_rcnn/false_negative": 0.11653874175023571, "mask_rcnn/false_positive": 0.12278224647652239, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.25, "time": 0.6802505496889353, "total_loss": 1.331853200435944} {"data_time": 0.010167911648750305, "eta_seconds": 12464.016543928534, "iteration": 251999, "loss_fcos_cls": 0.1659294394776225, "loss_fcos_ctr": 0.6117060342803597, "loss_fcos_loc": 0.14946611924096942, "loss_mask": 0.2227596491575241, "loss_maskiou": 0.003617747348471312, "loss_sem_seg": 0.16614509437931702, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9032488818979503, "mask_rcnn/false_negative": 0.08981733682536258, "mask_rcnn/false_positive": 0.14764312201570265, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 26.5, "time": 0.6836607893928885, "total_loss": 1.3370833698645583} {"data_time": 0.010388323105871677, "eta_seconds": 12437.170325665735, "iteration": 252019, "loss_fcos_cls": 0.16740406776079908, "loss_fcos_ctr": 0.6102761877700686, "loss_fcos_loc": 0.1470058310078457, "loss_mask": 0.23366644931957126, "loss_maskiou": 0.003370247191924136, "loss_sem_seg": 0.1613912731409073, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866991561487061, "mask_rcnn/false_negative": 0.08163111657945582, "mask_rcnn/false_positive": 0.13766286456247945, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.25, "time": 0.6772268749773502, "total_loss": 1.3234418768006435} {"data_time": 0.010594713501632214, "eta_seconds": 12430.499170280993, "iteration": 252039, "loss_fcos_cls": 0.17425081133842468, "loss_fcos_ctr": 0.6146627003327012, "loss_fcos_loc": 0.15804433438461274, "loss_mask": 0.24056430999189615, "loss_maskiou": 0.004302647233998869, "loss_sem_seg": 0.1749518420547247, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8917762828264885, "mask_rcnn/false_negative": 0.08648903990263443, "mask_rcnn/false_positive": 0.13719484912017052, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 30.25, "time": 0.6934129819273949, "total_loss": 1.3888991741514474} {"data_time": 0.009860926307737827, "eta_seconds": 12411.486674026586, "iteration": 252059, "loss_fcos_cls": 0.1695968607091345, "loss_fcos_ctr": 0.6111394679173827, "loss_fcos_loc": 0.15212923067156225, "loss_mask": 0.22870502900332212, "loss_maskiou": 0.0038402516729547642, "loss_sem_seg": 0.16025022813118994, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9062434922948772, "mask_rcnn/false_negative": 0.08738939709401791, "mask_rcnn/false_positive": 0.10701341474850738, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 26.25, "time": 0.7083928706124425, "total_loss": 1.3321458894060925} {"data_time": 0.010711385868489742, "eta_seconds": 12393.306982555427, "iteration": 252079, "loss_fcos_cls": 0.18167667210218497, "loss_fcos_ctr": 0.6138861649669707, "loss_fcos_loc": 0.15361770504387096, "loss_mask": 0.22142214467749, "loss_maskiou": 0.003629444618127309, "loss_sem_seg": 0.14673260506242514, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9036984070272973, "mask_rcnn/false_negative": 0.0919801229700868, "mask_rcnn/false_positive": 0.10214272069365164, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 24.25, "time": 0.6871083853766322, "total_loss": 1.3257634756009793} {"data_time": 0.010765491984784603, "eta_seconds": 12374.233018736355, "iteration": 252099, "loss_fcos_cls": 0.1766891796141863, "loss_fcos_ctr": 0.6145716961473227, "loss_fcos_loc": 0.153408668062184, "loss_mask": 0.23397975880652666, "loss_maskiou": 0.0040451291260978905, "loss_sem_seg": 0.15305005421396345, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9025512909299457, "mask_rcnn/false_negative": 0.07901695218942659, "mask_rcnn/false_positive": 0.11858047777241577, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.75, "time": 0.6822978826239705, "total_loss": 1.3821155203168018} {"data_time": 0.01115504652261734, "eta_seconds": 12352.793041296303, "iteration": 252119, "loss_fcos_cls": 0.16560849713278003, "loss_fcos_ctr": 0.6111448616720736, "loss_fcos_loc": 0.1491312101134099, "loss_mask": 0.21977825788781047, "loss_maskiou": 0.003668511486466741, "loss_sem_seg": 0.1558103123679757, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9032589503648617, "mask_rcnn/false_negative": 0.09213945045272201, "mask_rcnn/false_positive": 0.11955863194850178, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.0, "time": 0.6643753740936518, "total_loss": 1.3186530068996944} {"data_time": 0.0099663520231843, "eta_seconds": 12333.106558288448, "iteration": 252139, "loss_fcos_cls": 0.1689219249819871, "loss_fcos_ctr": 0.6099827091675252, "loss_fcos_loc": 0.14520359796006233, "loss_mask": 0.2274250155314803, "loss_maskiou": 0.004040837746288162, "loss_sem_seg": 0.15528277365956455, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9035009951782911, "mask_rcnn/false_negative": 0.0941533775267494, "mask_rcnn/false_positive": 0.10437409629560629, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.5, "time": 0.676561308093369, "total_loss": 1.3161178647715133} {"data_time": 0.010788358747959137, "eta_seconds": 12319.29646192398, "iteration": 252159, "loss_fcos_cls": 0.17002641374710947, "loss_fcos_ctr": 0.6132238935679197, "loss_fcos_loc": 0.15106199821457267, "loss_mask": 0.22574328631162643, "loss_maskiou": 0.003377276701712617, "loss_sem_seg": 0.1472073148470372, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980002068394926, "mask_rcnn/false_negative": 0.08526141989746958, "mask_rcnn/false_positive": 0.11218440690823199, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.0, "time": 0.7068544272333384, "total_loss": 1.3042460068591026} {"data_time": 0.009976917877793312, "eta_seconds": 12297.02845040802, "iteration": 252179, "loss_fcos_cls": 0.16902850777842104, "loss_fcos_ctr": 0.6108483341522515, "loss_fcos_loc": 0.1498590725241229, "loss_mask": 0.23970332369208336, "loss_maskiou": 0.004449543135706335, "loss_sem_seg": 0.15914868749678135, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9066173660475426, "mask_rcnn/false_negative": 0.08294812966729279, "mask_rcnn/false_positive": 0.1291570595134074, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 17.0, "time": 0.6853759232908487, "total_loss": 1.3366733045841102} {"data_time": 0.01031715888530016, "eta_seconds": 12287.36526935082, "iteration": 252199, "loss_fcos_cls": 0.18452000280376524, "loss_fcos_ctr": 0.6131173139438033, "loss_fcos_loc": 0.15811428762390278, "loss_mask": 0.24276721384376287, "loss_maskiou": 0.004097294178791344, "loss_sem_seg": 0.14877733401954174, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8937908930933485, "mask_rcnn/false_negative": 0.09712021702852479, "mask_rcnn/false_positive": 0.11896148418090802, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 25.0, "time": 0.7087906701490283, "total_loss": 1.333031114183541} {"data_time": 0.010445537976920605, "eta_seconds": 12270.815221943893, "iteration": 252219, "loss_fcos_cls": 0.17659440345596522, "loss_fcos_ctr": 0.6101913088932633, "loss_fcos_loc": 0.14583276817575097, "loss_mask": 0.22308240178972483, "loss_maskiou": 0.004155782517045736, "loss_sem_seg": 0.16973701608367264, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9128031647441586, "mask_rcnn/false_negative": 0.07912176037163851, "mask_rcnn/false_positive": 0.11579477167984005, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.25, "time": 0.6823990177363157, "total_loss": 1.3277808812781586} {"data_time": 0.010965518653392792, "eta_seconds": 12253.38163005095, "iteration": 252239, "loss_fcos_cls": 0.17802731785923243, "loss_fcos_ctr": 0.613281681202352, "loss_fcos_loc": 0.15354240441229194, "loss_mask": 0.23646558122709394, "loss_maskiou": 0.004098450786841568, "loss_sem_seg": 0.1598558984696865, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9088813012000575, "mask_rcnn/false_negative": 0.08772398010958163, "mask_rcnn/false_positive": 0.09716764773286762, "roi_head/num_bg_samples": 36.25, "roi_head/num_fg_samples": 18.0, "time": 0.6498910970985889, "total_loss": 1.3373199996185576} {"data_time": 0.010301120579242706, "eta_seconds": 12235.700859898701, "iteration": 252259, "loss_fcos_cls": 0.17396585264941677, "loss_fcos_ctr": 0.614639830775559, "loss_fcos_loc": 0.15469273936469108, "loss_mask": 0.2222810797393322, "loss_maskiou": 0.003418338947085431, "loss_sem_seg": 0.15302541642449796, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9103487986103532, "mask_rcnn/false_negative": 0.0863919881948619, "mask_rcnn/false_positive": 0.10545641974949677, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.0, "time": 0.6885176608338952, "total_loss": 1.336929764103843} {"data_time": 0.010141970589756966, "eta_seconds": 12224.146204453893, "iteration": 252279, "loss_fcos_cls": 0.1715658102184534, "loss_fcos_ctr": 0.6147499149665236, "loss_fcos_loc": 0.15657398983603343, "loss_mask": 0.23836114909499884, "loss_maskiou": 0.004203636075544637, "loss_sem_seg": 0.16491335397586226, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980103733035503, "mask_rcnn/false_negative": 0.10224387135422783, "mask_rcnn/false_positive": 0.10836130566156556, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 26.75, "time": 0.695543778128922, "total_loss": 1.3554104251561512} {"data_time": 0.010538846254348755, "eta_seconds": 12218.229245868511, "iteration": 252299, "loss_fcos_cls": 0.17328660149360076, "loss_fcos_ctr": 0.6154263811185956, "loss_fcos_loc": 0.15670666203368455, "loss_mask": 0.2357957297936082, "loss_maskiou": 0.004149502288782969, "loss_sem_seg": 0.15548963262699544, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.899110722771437, "mask_rcnn/false_negative": 0.09640450073445567, "mask_rcnn/false_positive": 0.1142526454265651, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.25, "time": 0.6965179312974215, "total_loss": 1.3392397240022547} {"data_time": 0.009718263521790504, "eta_seconds": 12204.424117066897, "iteration": 252319, "loss_fcos_cls": 0.18247601087205112, "loss_fcos_ctr": 0.6134245945140719, "loss_fcos_loc": 0.16056589281652123, "loss_mask": 0.2347568292170763, "loss_maskiou": 0.004061889398144558, "loss_sem_seg": 0.14978066086769104, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8774001862649822, "mask_rcnn/false_negative": 0.08584614569090251, "mask_rcnn/false_positive": 0.14169641880162392, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 32.5, "time": 0.6846628747880459, "total_loss": 1.3279777736242977} {"data_time": 0.010593070648610592, "eta_seconds": 12200.80968079716, "iteration": 252339, "loss_fcos_cls": 0.16377058357466012, "loss_fcos_ctr": 0.6116441730409861, "loss_fcos_loc": 0.1487284015165642, "loss_mask": 0.2377034416422248, "loss_maskiou": 0.00393469901609933, "loss_sem_seg": 0.1638422543182969, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.896488252605333, "mask_rcnn/false_negative": 0.09709944615068393, "mask_rcnn/false_positive": 0.10765677542857109, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 33.5, "time": 0.7214141869917512, "total_loss": 1.3273076736513758} {"data_time": 0.00965684000402689, "eta_seconds": 12192.257356156595, "iteration": 252359, "loss_fcos_cls": 0.17330995756492484, "loss_fcos_ctr": 0.611735763028264, "loss_fcos_loc": 0.15105938515625894, "loss_mask": 0.23687148373574018, "loss_maskiou": 0.0036442684577195905, "loss_sem_seg": 0.15623486530967057, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8843604965350627, "mask_rcnn/false_negative": 0.09700724909065724, "mask_rcnn/false_positive": 0.1311210957977105, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 29.5, "time": 0.6771014668047428, "total_loss": 1.3298129350168892} {"data_time": 0.010547615587711334, "eta_seconds": 12188.257949202321, "iteration": 252379, "loss_fcos_cls": 0.1712205404182896, "loss_fcos_ctr": 0.6125401398167014, "loss_fcos_loc": 0.14980534045025706, "loss_mask": 0.23710985947400331, "loss_maskiou": 0.0042358458777016494, "loss_sem_seg": 0.1549215178238228, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9010833016399247, "mask_rcnn/false_negative": 0.07546780401027996, "mask_rcnn/false_positive": 0.10793663096400119, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.25, "time": 0.7099375361576676, "total_loss": 1.323310891217261} {"data_time": 0.011123914271593094, "eta_seconds": 12166.855223885737, "iteration": 252399, "loss_fcos_cls": 0.16981582500739023, "loss_fcos_ctr": 0.6127753602340817, "loss_fcos_loc": 0.15647436014842242, "loss_mask": 0.23976635839790106, "loss_maskiou": 0.0038054489887144882, "loss_sem_seg": 0.15176893409807235, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875613473827759, "mask_rcnn/false_negative": 0.08722587533353912, "mask_rcnn/false_positive": 0.1349372286560059, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 23.0, "time": 0.701012977398932, "total_loss": 1.3413004245619504} {"data_time": 0.010443962179124355, "eta_seconds": 12168.452511104755, "iteration": 252419, "loss_fcos_cls": 0.18031080494984053, "loss_fcos_ctr": 0.6139533855021, "loss_fcos_loc": 0.15907043364131823, "loss_mask": 0.2382896663621068, "loss_maskiou": 0.003957758330216166, "loss_sem_seg": 0.1407781047746539, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908869940670332, "mask_rcnn/false_negative": 0.1062070811121231, "mask_rcnn/false_positive": 0.1351349292156476, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 24.0, "time": 0.6949615739285946, "total_loss": 1.3440513361638295} {"data_time": 0.010252082720398903, "eta_seconds": 12149.761549935676, "iteration": 252439, "loss_fcos_cls": 0.17961449711583555, "loss_fcos_ctr": 0.6130523467436433, "loss_fcos_loc": 0.15834998444188386, "loss_mask": 0.243694425560534, "loss_maskiou": 0.003998466323537286, "loss_sem_seg": 0.16765722655691206, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8987576021191888, "mask_rcnn/false_negative": 0.09475569434374065, "mask_rcnn/false_positive": 0.10331882995350036, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 25.5, "time": 0.6917571341618896, "total_loss": 1.402275274565909} {"data_time": 0.011019176803529263, "eta_seconds": 12132.922801597975, "iteration": 252459, "loss_fcos_cls": 0.1798976786667481, "loss_fcos_ctr": 0.6122113652527332, "loss_fcos_loc": 0.1568522009474691, "loss_mask": 0.2323038917966187, "loss_maskiou": 0.003950882473873207, "loss_sem_seg": 0.16966378688812256, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8845081045058473, "mask_rcnn/false_negative": 0.08218109179208467, "mask_rcnn/false_positive": 0.11922704648806814, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 24.75, "time": 0.6934211030602455, "total_loss": 1.3738470862153918} {"data_time": 0.010260618291795254, "eta_seconds": 12119.089014696889, "iteration": 252479, "loss_fcos_cls": 0.17992746841628104, "loss_fcos_ctr": 0.6156310439109802, "loss_fcos_loc": 0.16201982903294265, "loss_mask": 0.23989925254136324, "loss_maskiou": 0.003913246680895099, "loss_sem_seg": 0.15335953061003238, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8997513014703846, "mask_rcnn/false_negative": 0.09762024605739739, "mask_rcnn/false_positive": 0.0940553062786808, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 26.75, "time": 0.7030662838369608, "total_loss": 1.356671415753226} {"data_time": 0.009355791844427586, "eta_seconds": 12117.474221580662, "iteration": 252499, "loss_fcos_cls": 0.16903031108085997, "loss_fcos_ctr": 0.6120529491454363, "loss_fcos_loc": 0.14769416669150814, "loss_mask": 0.22918684594333172, "loss_maskiou": 0.004110111214686185, "loss_sem_seg": 0.15644930815324187, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9086127308066083, "mask_rcnn/false_negative": 0.08491278937439195, "mask_rcnn/false_positive": 0.09411344511011485, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 19.25, "time": 0.6977028483524919, "total_loss": 1.3100935506809037} {"data_time": 0.010288272984325886, "eta_seconds": 12094.412713081576, "iteration": 252519, "loss_fcos_cls": 0.1736629894003272, "loss_fcos_ctr": 0.6134590334258974, "loss_fcos_loc": 0.1557259411783889, "loss_mask": 0.24331137258559465, "loss_maskiou": 0.004017024133645464, "loss_sem_seg": 0.16832131205592304, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911803645508837, "mask_rcnn/false_negative": 0.07322499187314935, "mask_rcnn/false_positive": 0.14078965043974304, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 28.5, "time": 0.7055944725871086, "total_loss": 1.3629766338926856} {"data_time": 0.010745196603238583, "eta_seconds": 12078.587170711718, "iteration": 252539, "loss_fcos_cls": 0.18016678432468325, "loss_fcos_ctr": 0.6126483902335167, "loss_fcos_loc": 0.14899992768187076, "loss_mask": 0.22598999785259366, "loss_maskiou": 0.0037727153940068092, "loss_sem_seg": 0.15191202075220644, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8916405288101085, "mask_rcnn/false_negative": 0.08830295436375465, "mask_rcnn/false_positive": 0.14130881795156386, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.25, "time": 0.6875979844480753, "total_loss": 1.3025259988535254} {"data_time": 0.010555841960012913, "eta_seconds": 12062.705092590302, "iteration": 252559, "loss_fcos_cls": 0.17971632990520447, "loss_fcos_ctr": 0.6095920605584979, "loss_fcos_loc": 0.16020029870560393, "loss_mask": 0.23378137359395623, "loss_maskiou": 0.003780079379794188, "loss_sem_seg": 0.1735201154369861, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929605152500562, "mask_rcnn/false_negative": 0.09731899479657574, "mask_rcnn/false_positive": 0.11411892858250813, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.25, "time": 0.7071614917367697, "total_loss": 1.3727381239004899} {"data_time": 0.009807349182665348, "eta_seconds": 12042.428546975367, "iteration": 252579, "loss_fcos_cls": 0.18123685475438833, "loss_fcos_ctr": 0.6133944471366704, "loss_fcos_loc": 0.1612796172266826, "loss_mask": 0.24156328616663814, "loss_maskiou": 0.0037482191000890452, "loss_sem_seg": 0.16865336801856756, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8862661554896558, "mask_rcnn/false_negative": 0.09637459623926087, "mask_rcnn/false_positive": 0.11622815373925763, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.0, "time": 0.6838090075179935, "total_loss": 1.351516299449031} {"data_time": 0.011090263724327087, "eta_seconds": 12031.295119352639, "iteration": 252599, "loss_fcos_cls": 0.1657093168469146, "loss_fcos_ctr": 0.6087468769401312, "loss_fcos_loc": 0.14123574609402567, "loss_mask": 0.23253212310373783, "loss_maskiou": 0.0037791375380038517, "loss_sem_seg": 0.15795587887987494, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9063378373327353, "mask_rcnn/false_negative": 0.08210683494485548, "mask_rcnn/false_positive": 0.11962883395287499, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 31.5, "time": 0.6876732353121042, "total_loss": 1.3130959602895018} {"data_time": 0.010414055548608303, "eta_seconds": 12023.247443682514, "iteration": 252619, "loss_fcos_cls": 0.16905537177808583, "loss_fcos_ctr": 0.6140430737286806, "loss_fcos_loc": 0.15814099868293852, "loss_mask": 0.2406982183456421, "loss_maskiou": 0.00416013719222974, "loss_sem_seg": 0.15007841936312616, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9024765546287401, "mask_rcnn/false_negative": 0.08145802300445742, "mask_rcnn/false_positive": 0.09982825438489606, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 25.0, "time": 0.6972511475905776, "total_loss": 1.3428679769931477} {"data_time": 0.010452702641487122, "eta_seconds": 12010.81640704628, "iteration": 252639, "loss_fcos_cls": 0.17728396668098867, "loss_fcos_ctr": 0.6134795984253287, "loss_fcos_loc": 0.1608352460898459, "loss_mask": 0.23285891953855753, "loss_maskiou": 0.003877454531902913, "loss_sem_seg": 0.14814276527613401, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8984558255787638, "mask_rcnn/false_negative": 0.0960384187957273, "mask_rcnn/false_positive": 0.12129991650368485, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.25, "time": 0.693069732747972, "total_loss": 1.3583971853440744} {"data_time": 0.010250793769955635, "eta_seconds": 11983.630892758258, "iteration": 252659, "loss_fcos_cls": 0.1763042996171862, "loss_fcos_ctr": 0.6124288099817932, "loss_fcos_loc": 0.1448263443307951, "loss_mask": 0.22332852194085717, "loss_maskiou": 0.003988679291069275, "loss_sem_seg": 0.15607714420184493, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895812074829932, "mask_rcnn/false_negative": 0.08844370810263126, "mask_rcnn/false_positive": 0.12116130951654619, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 25.25, "time": 0.6665462097153068, "total_loss": 1.320514380306122} {"data_time": 0.009775182232260704, "eta_seconds": 11961.875072193332, "iteration": 252679, "loss_fcos_cls": 0.17984817712567747, "loss_fcos_ctr": 0.6156465185340494, "loss_fcos_loc": 0.15548800863325596, "loss_mask": 0.23874146305024624, "loss_maskiou": 0.004345155735791195, "loss_sem_seg": 0.1753116196487099, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.896345425561184, "mask_rcnn/false_negative": 0.08358032748118918, "mask_rcnn/false_positive": 0.10908690369100174, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 31.5, "time": 0.6727810679003596, "total_loss": 1.3633793176995823} {"data_time": 0.00922420434653759, "eta_seconds": 11947.488707480952, "iteration": 252699, "loss_fcos_cls": 0.1696694092825055, "loss_fcos_ctr": 0.6140365935862064, "loss_fcos_loc": 0.15833094948902726, "loss_mask": 0.2357332119718194, "loss_maskiou": 0.00473327339568641, "loss_sem_seg": 0.17303605191409588, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9037027395180419, "mask_rcnn/false_negative": 0.08672428466401697, "mask_rcnn/false_positive": 0.10853334924044378, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 32.75, "time": 0.6958219865337014, "total_loss": 1.3665726401595748} {"data_time": 0.010362128727138042, "eta_seconds": 11936.881185263395, "iteration": 252719, "loss_fcos_cls": 0.17353460961021483, "loss_fcos_ctr": 0.6099934941157699, "loss_fcos_loc": 0.1501338086090982, "loss_mask": 0.22832526359707117, "loss_maskiou": 0.003915921111911302, "loss_sem_seg": 0.16593180666677654, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8917343073593074, "mask_rcnn/false_negative": 0.08683293899540126, "mask_rcnn/false_positive": 0.12896849462471427, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 35.0, "time": 0.6835667863488197, "total_loss": 1.3106589983399317} {"data_time": 0.010185916908085346, "eta_seconds": 11918.455727956258, "iteration": 252739, "loss_fcos_cls": 0.18005127177457325, "loss_fcos_ctr": 0.6111234398558736, "loss_fcos_loc": 0.15300829624175094, "loss_mask": 0.22521610464900732, "loss_maskiou": 0.003921619208995253, "loss_sem_seg": 0.18009932641871274, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9011364586818333, "mask_rcnn/false_negative": 0.07576108885896056, "mask_rcnn/false_positive": 0.11558325318214517, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 25.75, "time": 0.6850740658119321, "total_loss": 1.3395944360163412} {"data_time": 0.010087319649755955, "eta_seconds": 11904.646034742706, "iteration": 252759, "loss_fcos_cls": 0.17801268305629492, "loss_fcos_ctr": 0.6130659580230713, "loss_fcos_loc": 0.1558587217296008, "loss_mask": 0.2375335763208568, "loss_maskiou": 0.0036270724231144413, "loss_sem_seg": 0.176523108035326, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9050177998028479, "mask_rcnn/false_negative": 0.07880103976193206, "mask_rcnn/false_positive": 0.12097055110814878, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 24.25, "time": 0.6890178043395281, "total_loss": 1.3592543840409235} {"data_time": 0.010580126196146011, "eta_seconds": 11895.436079591513, "iteration": 252779, "loss_fcos_cls": 0.18236778530990705, "loss_fcos_ctr": 0.6136176995933056, "loss_fcos_loc": 0.15855834993999451, "loss_mask": 0.23461487144231796, "loss_maskiou": 0.003999279255367583, "loss_sem_seg": 0.17418703739531338, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8846556316590564, "mask_rcnn/false_negative": 0.0857569815455656, "mask_rcnn/false_positive": 0.12181077413325042, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.6983970506116748, "total_loss": 1.3480277156686498} {"data_time": 0.009633339941501617, "eta_seconds": 11885.333476958796, "iteration": 252799, "loss_fcos_cls": 0.1717091661412269, "loss_fcos_ctr": 0.6129372799769044, "loss_fcos_loc": 0.14844198030186817, "loss_mask": 0.22606174973770976, "loss_maskiou": 0.003905355366441654, "loss_sem_seg": 0.15544271236285567, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8894161521070608, "mask_rcnn/false_negative": 0.11117784695566583, "mask_rcnn/false_positive": 0.09760883085936878, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 25.0, "time": 0.6902195755392313, "total_loss": 1.329625971717178} {"data_time": 0.01133512519299984, "eta_seconds": 11872.975357378833, "iteration": 252819, "loss_fcos_cls": 0.16441514005418867, "loss_fcos_ctr": 0.6135581736452878, "loss_fcos_loc": 0.1526743818540126, "loss_mask": 0.2326040449552238, "loss_maskiou": 0.003683193808683427, "loss_sem_seg": 0.1657890782225877, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.887230907320193, "mask_rcnn/false_negative": 0.0720814510031188, "mask_rcnn/false_positive": 0.10964067986708054, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 30.0, "time": 0.7072801664471626, "total_loss": 1.3327554166462505} {"data_time": 0.010305823758244514, "eta_seconds": 11849.407261888497, "iteration": 252839, "loss_fcos_cls": 0.17406879272311926, "loss_fcos_ctr": 0.6129670292139053, "loss_fcos_loc": 0.1538936619181186, "loss_mask": 0.24121890170499682, "loss_maskiou": 0.004209305949189002, "loss_sem_seg": 0.15286361996550113, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8808956575418629, "mask_rcnn/false_negative": 0.08200635461342963, "mask_rcnn/false_positive": 0.12407416219992304, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 22.0, "time": 0.6893000742420554, "total_loss": 1.3394501312141074} {"data_time": 0.008998634293675423, "eta_seconds": 11834.072451054119, "iteration": 252859, "loss_fcos_cls": 0.173202340840362, "loss_fcos_ctr": 0.6147269885987043, "loss_fcos_loc": 0.16113027115352452, "loss_mask": 0.2327354340814054, "loss_maskiou": 0.003615470675867982, "loss_sem_seg": 0.16220232495106757, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899606717687074, "mask_rcnn/false_negative": 0.08602429389459292, "mask_rcnn/false_positive": 0.13548041974147507, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 28.25, "time": 0.6783918598666787, "total_loss": 1.3483043906162493} {"data_time": 0.009900392964482307, "eta_seconds": 11817.258218323812, "iteration": 252879, "loss_fcos_cls": 0.1687827772111632, "loss_fcos_ctr": 0.6119521465152502, "loss_fcos_loc": 0.15143751224968582, "loss_mask": 0.23610005527734756, "loss_maskiou": 0.00435535373253515, "loss_sem_seg": 0.16951436595991254, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8950510370380225, "mask_rcnn/false_negative": 0.10600498185870191, "mask_rcnn/false_positive": 0.112938954775211, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.0, "time": 0.6891193185001612, "total_loss": 1.3550724944616377} {"data_time": 0.009207767434418201, "eta_seconds": 11812.545868247747, "iteration": 252899, "loss_fcos_cls": 0.18112557934364304, "loss_fcos_ctr": 0.6150069995783269, "loss_fcos_loc": 0.1567884780233726, "loss_mask": 0.228280748706311, "loss_maskiou": 0.0040318860847037286, "loss_sem_seg": 0.15263752336613834, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.899913683145672, "mask_rcnn/false_negative": 0.08622966785992375, "mask_rcnn/false_positive": 0.11276176841458549, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 26.5, "time": 0.6934753628447652, "total_loss": 1.3493784119564225} {"data_time": 0.010167145170271397, "eta_seconds": 11798.163763367571, "iteration": 252919, "loss_fcos_cls": 0.17923871846869588, "loss_fcos_ctr": 0.6095839804038405, "loss_fcos_loc": 0.14775910368189216, "loss_mask": 0.23773839231580496, "loss_maskiou": 0.004084738473466132, "loss_sem_seg": 0.15169816557317972, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.91786121363439, "mask_rcnn/false_negative": 0.07071416124905738, "mask_rcnn/false_positive": 0.08702584294899829, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 32.75, "time": 0.6949810590595007, "total_loss": 1.335079564669286} {"data_time": 0.010251994244754314, "eta_seconds": 11778.840796186589, "iteration": 252939, "loss_fcos_cls": 0.17847574595361948, "loss_fcos_ctr": 0.6140647544525564, "loss_fcos_loc": 0.1517622484243475, "loss_mask": 0.23579865461215377, "loss_maskiou": 0.004218634250719333, "loss_sem_seg": 0.1707876909058541, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8997744620236154, "mask_rcnn/false_negative": 0.09054568853671707, "mask_rcnn/false_positive": 0.10728464243744704, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 26.75, "time": 0.6845581606030464, "total_loss": 1.3707922444154974} {"data_time": 0.009731724858283997, "eta_seconds": 11766.549102607183, "iteration": 252959, "loss_fcos_cls": 0.17947959603043273, "loss_fcos_ctr": 0.6106809740886092, "loss_fcos_loc": 0.15631967643275857, "loss_mask": 0.23503762437030673, "loss_maskiou": 0.003869629317705403, "loss_sem_seg": 0.15106866438873112, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8962850765306123, "mask_rcnn/false_negative": 0.09217299958077278, "mask_rcnn/false_positive": 0.11475073782807568, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 22.5, "time": 0.7088273596018553, "total_loss": 1.319361124781608} {"data_time": 0.010241440497338772, "eta_seconds": 11762.312330464832, "iteration": 252979, "loss_fcos_cls": 0.17361642309697345, "loss_fcos_ctr": 0.6124539840966463, "loss_fcos_loc": 0.155865213368088, "loss_mask": 0.2265370273962617, "loss_maskiou": 0.003929354174033506, "loss_sem_seg": 0.15397625975310802, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8934826016057146, "mask_rcnn/false_negative": 0.09311258060241787, "mask_rcnn/false_positive": 0.11555834531137621, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 30.75, "time": 0.6902885446324944, "total_loss": 1.3415788823913317} {"data_time": 0.010353156365454197, "eta_seconds": 11751.617300860584, "iteration": 252999, "loss_fcos_cls": 0.1754207299090922, "loss_fcos_ctr": 0.6146130803972483, "loss_fcos_loc": 0.15161598077975214, "loss_mask": 0.25002115266397595, "loss_maskiou": 0.004303997244278435, "loss_sem_seg": 0.15810075192712247, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9067791005291005, "mask_rcnn/false_negative": 0.10613905368720522, "mask_rcnn/false_positive": 0.08908120694734742, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 26.5, "time": 0.6904628220945597, "total_loss": 1.3728549059742363} {"data_time": 0.010538200847804546, "eta_seconds": 11743.863489055075, "iteration": 253019, "loss_fcos_cls": 0.1887915685074404, "loss_fcos_ctr": 0.6116583542898297, "loss_fcos_loc": 0.1543581837322563, "loss_mask": 0.2542606648057699, "loss_maskiou": 0.0039886062004370615, "loss_sem_seg": 0.16268373420462012, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8858587633586699, "mask_rcnn/false_negative": 0.09545132029203389, "mask_rcnn/false_positive": 0.14178096699558643, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 24.5, "time": 0.676841352134943, "total_loss": 1.3654982349908096} {"data_time": 0.009836726821959019, "eta_seconds": 11728.578978587873, "iteration": 253039, "loss_fcos_cls": 0.16928290610667318, "loss_fcos_ctr": 0.6112434272654355, "loss_fcos_loc": 0.15371506253723055, "loss_mask": 0.23166377749294043, "loss_maskiou": 0.00431313621083973, "loss_sem_seg": 0.18358588754199445, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8832052837126322, "mask_rcnn/false_negative": 0.08680035059343429, "mask_rcnn/false_positive": 0.14654120559199174, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 30.25, "time": 0.6846695430576801, "total_loss": 1.354768293476809} {"data_time": 0.010599058121442795, "eta_seconds": 11717.169701465406, "iteration": 253059, "loss_fcos_cls": 0.17456403141841292, "loss_fcos_ctr": 0.6138057946227491, "loss_fcos_loc": 0.14940969576127827, "loss_mask": 0.23595302551984787, "loss_maskiou": 0.0037868359831918497, "loss_sem_seg": 0.1562747231218964, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8981345255493502, "mask_rcnn/false_negative": 0.08108910878075265, "mask_rcnn/false_positive": 0.12245075531911781, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 26.75, "time": 0.7032120293006301, "total_loss": 1.3350499733787728} {"data_time": 0.010294715873897076, "eta_seconds": 11702.368181985803, "iteration": 253079, "loss_fcos_cls": 0.17015208234079182, "loss_fcos_ctr": 0.61351671628654, "loss_fcos_loc": 0.15275225415825844, "loss_mask": 0.22297650901600718, "loss_maskiou": 0.004024198176921345, "loss_sem_seg": 0.15089769149199128, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8816198213519642, "mask_rcnn/false_negative": 0.11033490898443166, "mask_rcnn/false_positive": 0.13898732065239217, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 34.0, "time": 0.6793418414890766, "total_loss": 1.3147414351078623} {"data_time": 0.01129885669797659, "eta_seconds": 11687.088810631074, "iteration": 253099, "loss_fcos_cls": 0.1715599775488954, "loss_fcos_ctr": 0.6132312454283237, "loss_fcos_loc": 0.15162685187533498, "loss_mask": 0.23586438596248627, "loss_maskiou": 0.004090501242899336, "loss_sem_seg": 0.142071453621611, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929635767205819, "mask_rcnn/false_negative": 0.1058352151225711, "mask_rcnn/false_positive": 0.10143477325089152, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.25, "time": 0.6824273932725191, "total_loss": 1.319329547448433} {"data_time": 0.011149395257234573, "eta_seconds": 11674.704643939622, "iteration": 253119, "loss_fcos_cls": 0.17719163501169533, "loss_fcos_ctr": 0.6133319642394781, "loss_fcos_loc": 0.15967217867728323, "loss_mask": 0.2364237499423325, "loss_maskiou": 0.0038510209451487754, "loss_sem_seg": 0.16931112809106708, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8900333660763156, "mask_rcnn/false_negative": 0.08058407547764956, "mask_rcnn/false_positive": 0.12251655360609463, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.5, "time": 0.6776606319472194, "total_loss": 1.3512694875917077} {"data_time": 0.011136436834931374, "eta_seconds": 11662.761980823241, "iteration": 253139, "loss_fcos_cls": 0.17731230752542615, "loss_fcos_ctr": 0.6144320592284203, "loss_fcos_loc": 0.15370770054869354, "loss_mask": 0.23097243020310998, "loss_maskiou": 0.004184365541732404, "loss_sem_seg": 0.15941771562211215, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888908248975983, "mask_rcnn/false_negative": 0.10317951292940299, "mask_rcnn/false_positive": 0.09259707238672604, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 18.5, "time": 0.6804141718894243, "total_loss": 1.338137725735578} {"data_time": 0.010392402298748493, "eta_seconds": 11641.020349614322, "iteration": 253159, "loss_fcos_cls": 0.178257777239196, "loss_fcos_ctr": 0.6120218196883798, "loss_fcos_loc": 0.15142008336260915, "loss_mask": 0.2318194666877389, "loss_maskiou": 0.003649333906651009, "loss_sem_seg": 0.1677493443712592, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9002580342481821, "mask_rcnn/false_negative": 0.08077685379879829, "mask_rcnn/false_positive": 0.12282086090676703, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 25.25, "time": 0.6809385064989328, "total_loss": 1.3257441488531185} {"data_time": 0.011042442172765732, "eta_seconds": 11624.102914678864, "iteration": 253179, "loss_fcos_cls": 0.16742044349666685, "loss_fcos_ctr": 0.6145100705325603, "loss_fcos_loc": 0.15802095760591328, "loss_mask": 0.23800079338252544, "loss_maskiou": 0.004076641376741463, "loss_sem_seg": 0.17333585978485644, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8973605167873601, "mask_rcnn/false_negative": 0.07402197182469769, "mask_rcnn/false_positive": 0.10718457898789949, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 22.5, "time": 0.6780425924807787, "total_loss": 1.377826601423294} {"data_time": 0.010627963580191135, "eta_seconds": 11610.281973100267, "iteration": 253199, "loss_fcos_cls": 0.17521156824659556, "loss_fcos_ctr": 0.6131763383746147, "loss_fcos_loc": 0.1559958696598187, "loss_mask": 0.23638112004846334, "loss_maskiou": 0.0037072535378683824, "loss_sem_seg": 0.17993811704218388, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8876043599257886, "mask_rcnn/false_negative": 0.10366726985210134, "mask_rcnn/false_positive": 0.10502555346569392, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 27.75, "time": 0.7059335354715586, "total_loss": 1.3537393823899038} {"data_time": 0.011636708863079548, "eta_seconds": 11602.672916634008, "iteration": 253219, "loss_fcos_cls": 0.17641572561115026, "loss_fcos_ctr": 0.6130862450227141, "loss_fcos_loc": 0.15593392337905243, "loss_mask": 0.2381856986321509, "loss_maskiou": 0.004217591981614532, "loss_sem_seg": 0.17491330509074032, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8982629463135099, "mask_rcnn/false_negative": 0.06475995993113194, "mask_rcnn/false_positive": 0.12545629094942168, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 27.5, "time": 0.7006096290424466, "total_loss": 1.357430835152627} {"data_time": 0.010115297511219978, "eta_seconds": 11594.049535861239, "iteration": 253239, "loss_fcos_cls": 0.18849112576572224, "loss_fcos_ctr": 0.6158155873417854, "loss_fcos_loc": 0.16356712812557817, "loss_mask": 0.2528553595766425, "loss_maskiou": 0.004080211583641358, "loss_sem_seg": 0.17752336291596293, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.893722667638484, "mask_rcnn/false_negative": 0.10363351807364797, "mask_rcnn/false_positive": 0.10929673060553921, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 33.5, "time": 0.7125209840014577, "total_loss": 1.4030248480048613} {"data_time": 0.009919014759361744, "eta_seconds": 11580.214980004355, "iteration": 253259, "loss_fcos_cls": 0.17250653158407658, "loss_fcos_ctr": 0.6108799735084176, "loss_fcos_loc": 0.1491883791750297, "loss_mask": 0.22847318928688765, "loss_maskiou": 0.0034897956866188906, "loss_sem_seg": 0.16166290338151157, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9041408698310784, "mask_rcnn/false_negative": 0.08136231869181851, "mask_rcnn/false_positive": 0.10990679725980468, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 25.25, "time": 0.683787346817553, "total_loss": 1.3192204169426986} {"data_time": 0.01014765165746212, "eta_seconds": 11565.923912066035, "iteration": 253279, "loss_fcos_cls": 0.1747036431916058, "loss_fcos_ctr": 0.6154624493792653, "loss_fcos_loc": 0.15512615878833458, "loss_mask": 0.22830862645059824, "loss_maskiou": 0.0036736723632202484, "loss_sem_seg": 0.15984419803135097, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005219111245897, "mask_rcnn/false_negative": 0.10600261896853697, "mask_rcnn/false_positive": 0.10683616094224566, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 37.0, "time": 0.6826870972290635, "total_loss": 1.3504480531901208} {"data_time": 0.010711048729717731, "eta_seconds": 11547.359536422417, "iteration": 253299, "loss_fcos_cls": 0.1652161596575752, "loss_fcos_ctr": 0.6104218848049641, "loss_fcos_loc": 0.14321377826854587, "loss_mask": 0.2316867234185338, "loss_maskiou": 0.003779911177844042, "loss_sem_seg": 0.16636130632832646, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9048303737079247, "mask_rcnn/false_negative": 0.0861127199463512, "mask_rcnn/false_positive": 0.12693367539652417, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 23.25, "time": 0.6816020412370563, "total_loss": 1.3352946955128573} {"data_time": 0.010097745805978775, "eta_seconds": 11530.42339836806, "iteration": 253319, "loss_fcos_cls": 0.17212107696104795, "loss_fcos_ctr": 0.609114667866379, "loss_fcos_loc": 0.146044414723292, "loss_mask": 0.23656854685395956, "loss_maskiou": 0.003770886469283141, "loss_sem_seg": 0.1665784956421703, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8971083325156985, "mask_rcnn/false_negative": 0.07876632336848981, "mask_rcnn/false_positive": 0.11454949883663362, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 27.25, "time": 0.6835805103182793, "total_loss": 1.3426316417971975} {"data_time": 0.010621527209877968, "eta_seconds": 11507.920997370034, "iteration": 253339, "loss_fcos_cls": 0.16642198141198605, "loss_fcos_ctr": 0.6118981074541807, "loss_fcos_loc": 0.14736998139414936, "loss_mask": 0.23057240853086114, "loss_maskiou": 0.0043285049596306635, "loss_sem_seg": 0.18892866210080683, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005240567404906, "mask_rcnn/false_negative": 0.08224515069726065, "mask_rcnn/false_positive": 0.11951892388418126, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 25.5, "time": 0.6829183092340827, "total_loss": 1.3399397272041824} {"data_time": 0.010653175413608551, "eta_seconds": 11499.853846231475, "iteration": 253359, "loss_fcos_cls": 0.1757245697081089, "loss_fcos_ctr": 0.6125985733233392, "loss_fcos_loc": 0.14974668773356825, "loss_mask": 0.23027506144717336, "loss_maskiou": 0.0033925925636140164, "loss_sem_seg": 0.1575530281988904, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8973012070681932, "mask_rcnn/false_negative": 0.0810329414039665, "mask_rcnn/false_positive": 0.12373747893887298, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 20.25, "time": 0.696255468763411, "total_loss": 1.3121995445944776} {"data_time": 0.009516813792288303, "eta_seconds": 11486.032737107947, "iteration": 253379, "loss_fcos_cls": 0.18058432257384993, "loss_fcos_ctr": 0.6115430286154151, "loss_fcos_loc": 0.15085799363441765, "loss_mask": 0.2384953908622265, "loss_maskiou": 0.003498954109090846, "loss_sem_seg": 0.16728605842217803, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8853680758017493, "mask_rcnn/false_negative": 0.11255782289525808, "mask_rcnn/false_positive": 0.11469012873451837, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.5, "time": 0.6929024392738938, "total_loss": 1.344727891502771} {"data_time": 0.0094382856041193, "eta_seconds": 11474.032843057998, "iteration": 253399, "loss_fcos_cls": 0.18057244597002864, "loss_fcos_ctr": 0.6150796259753406, "loss_fcos_loc": 0.15303015673998743, "loss_mask": 0.2360211033374071, "loss_maskiou": 0.003842417150735855, "loss_sem_seg": 0.16853683139197528, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8994788585724145, "mask_rcnn/false_negative": 0.08522255080765265, "mask_rcnn/false_positive": 0.11625007874436197, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 27.75, "time": 0.7046753764152527, "total_loss": 1.37500881149208} {"data_time": 0.00964922271668911, "eta_seconds": 11458.251615735702, "iteration": 253419, "loss_fcos_cls": 0.17958344487124123, "loss_fcos_ctr": 0.6127193756401539, "loss_fcos_loc": 0.15404488913191017, "loss_mask": 0.23028827738016844, "loss_maskiou": 0.003836143467196962, "loss_sem_seg": 0.17417561821639538, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8959712605280208, "mask_rcnn/false_negative": 0.08466974351378007, "mask_rcnn/false_positive": 0.10315249640938276, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.5, "time": 0.6865146867930889, "total_loss": 1.3531998196522181} {"data_time": 0.010482235811650753, "eta_seconds": 11448.30364098493, "iteration": 253439, "loss_fcos_cls": 0.18160778522724286, "loss_fcos_ctr": 0.6125851478427649, "loss_fcos_loc": 0.15085434599313885, "loss_mask": 0.24147929064929485, "loss_maskiou": 0.004047427741170395, "loss_sem_seg": 0.1582007564138621, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.911935770548821, "mask_rcnn/false_negative": 0.06895629462590663, "mask_rcnn/false_positive": 0.1051845614636623, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 27.75, "time": 0.6978874374181032, "total_loss": 1.3490948210601346} {"data_time": 0.01016437727957964, "eta_seconds": 11436.732775999233, "iteration": 253459, "loss_fcos_cls": 0.17760244174860418, "loss_fcos_ctr": 0.6133378986269236, "loss_fcos_loc": 0.15197740908479318, "loss_mask": 0.23710347898304462, "loss_maskiou": 0.004020771310024429, "loss_sem_seg": 0.17000592884141952, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8801632806160724, "mask_rcnn/false_negative": 0.0845457820300877, "mask_rcnn/false_positive": 0.1339943377493077, "roi_head/num_bg_samples": 39.0, "roi_head/num_fg_samples": 25.25, "time": 0.7115066535770893, "total_loss": 1.358136157388799} {"data_time": 0.009392744861543179, "eta_seconds": 11418.739630152471, "iteration": 253479, "loss_fcos_cls": 0.17361986893229187, "loss_fcos_ctr": 0.6144215036183596, "loss_fcos_loc": 0.1553711692104116, "loss_mask": 0.23300871346145868, "loss_maskiou": 0.00374101996931131, "loss_sem_seg": 0.1876793298870325, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8971822820037105, "mask_rcnn/false_negative": 0.08967459411385174, "mask_rcnn/false_positive": 0.12014979641668314, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 28.25, "time": 0.6831394089385867, "total_loss": 1.3538350277121936} {"data_time": 0.009513338096439838, "eta_seconds": 11407.91228589788, "iteration": 253499, "loss_fcos_cls": 0.17060132272308692, "loss_fcos_ctr": 0.6145267887040973, "loss_fcos_loc": 0.1577475203666836, "loss_mask": 0.24384389072656631, "loss_maskiou": 0.004433062860698556, "loss_sem_seg": 0.16679158643819392, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9232992888289037, "mask_rcnn/false_negative": 0.08183933144294407, "mask_rcnn/false_positive": 0.08930453534424079, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 26.5, "time": 0.7230867920443416, "total_loss": 1.3650420946678423} {"data_time": 0.010407490655779839, "eta_seconds": 11395.24774084054, "iteration": 253519, "loss_fcos_cls": 0.18089318985585123, "loss_fcos_ctr": 0.6138647785410285, "loss_fcos_loc": 0.1557254632934928, "loss_mask": 0.23978971387259662, "loss_maskiou": 0.004155038463068195, "loss_sem_seg": 0.17114019370637834, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8921577839520016, "mask_rcnn/false_negative": 0.08855914623450042, "mask_rcnn/false_positive": 0.13171485448689446, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 31.0, "time": 0.7055435357615352, "total_loss": 1.360564350401546} {"data_time": 0.010030161589384079, "eta_seconds": 11383.09888282232, "iteration": 253539, "loss_fcos_cls": 0.176642814418301, "loss_fcos_ctr": 0.6125554572790861, "loss_fcos_loc": 0.15660547278821468, "loss_mask": 0.24065727647393942, "loss_maskiou": 0.0037889282320975326, "loss_sem_seg": 0.1680643679574132, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005456349206349, "mask_rcnn/false_negative": 0.08127166740824598, "mask_rcnn/false_positive": 0.12683555227634677, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 27.0, "time": 0.6985717788338661, "total_loss": 1.3616759325450403} {"data_time": 0.010697427205741405, "eta_seconds": 11365.349928230979, "iteration": 253559, "loss_fcos_cls": 0.16994852115749381, "loss_fcos_ctr": 0.6120362663641572, "loss_fcos_loc": 0.15043181646615267, "loss_mask": 0.2380547313950956, "loss_maskiou": 0.004095257578228484, "loss_sem_seg": 0.1599103108746931, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8858960523344147, "mask_rcnn/false_negative": 0.09697037528916085, "mask_rcnn/false_positive": 0.11510929991992769, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 26.5, "time": 0.6943606100976467, "total_loss": 1.3258849433568685} {"data_time": 0.01035365741699934, "eta_seconds": 11359.953121899627, "iteration": 253579, "loss_fcos_cls": 0.1755029067862779, "loss_fcos_ctr": 0.611805316992104, "loss_fcos_loc": 0.15475025586783886, "loss_mask": 0.2332292990759015, "loss_maskiou": 0.0039827445452829124, "loss_sem_seg": 0.16248076816555113, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8871340500485909, "mask_rcnn/false_negative": 0.08816969283802037, "mask_rcnn/false_positive": 0.13078738789081218, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.25, "time": 0.7099137231707573, "total_loss": 1.3576636993529974} {"data_time": 0.009750941768288612, "eta_seconds": 11343.911230545491, "iteration": 253599, "loss_fcos_cls": 0.17478710459545255, "loss_fcos_ctr": 0.6123936926014721, "loss_fcos_loc": 0.15327904850710183, "loss_mask": 0.23638365091755986, "loss_maskiou": 0.0043425483600003645, "loss_sem_seg": 0.15729459701105952, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.90601386066348, "mask_rcnn/false_negative": 0.08517674834559463, "mask_rcnn/false_positive": 0.11238830234280398, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 31.25, "time": 0.6748371943831444, "total_loss": 1.3443940488796216} {"data_time": 0.010660388506948948, "eta_seconds": 11326.10601557605, "iteration": 253619, "loss_fcos_cls": 0.17550651112105697, "loss_fcos_ctr": 0.6108888518065214, "loss_fcos_loc": 0.14725190959870815, "loss_mask": 0.22749201813712716, "loss_maskiou": 0.0035832482790283393, "loss_sem_seg": 0.16292682569473982, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9003964990601504, "mask_rcnn/false_negative": 0.095590175921728, "mask_rcnn/false_positive": 0.10300375301770529, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 26.0, "time": 0.6787266600877047, "total_loss": 1.346419151112059} {"data_time": 0.01039756927639246, "eta_seconds": 11308.225353281945, "iteration": 253639, "loss_fcos_cls": 0.1606875848956406, "loss_fcos_ctr": 0.6101367687806487, "loss_fcos_loc": 0.14115402265451849, "loss_mask": 0.22939654206857085, "loss_maskiou": 0.0038631228235317394, "loss_sem_seg": 0.15471814782358706, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9027906162464986, "mask_rcnn/false_negative": 0.08524553789585738, "mask_rcnn/false_positive": 0.11308480302247498, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 24.75, "time": 0.6649653576314449, "total_loss": 1.304599497023446} {"data_time": 0.010347476229071617, "eta_seconds": 11296.221834269352, "iteration": 253659, "loss_fcos_cls": 0.16444823378697038, "loss_fcos_ctr": 0.6136565040796995, "loss_fcos_loc": 0.14912797755096108, "loss_mask": 0.237545819953084, "loss_maskiou": 0.0036397937801666558, "loss_sem_seg": 0.16568827372975647, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8959335587459594, "mask_rcnn/false_negative": 0.08351939641324033, "mask_rcnn/false_positive": 0.12047048858540388, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.5, "time": 0.6866707103326917, "total_loss": 1.3389699655526783} {"data_time": 0.011162123642861843, "eta_seconds": 11288.578452151269, "iteration": 253679, "loss_fcos_cls": 0.1739121659193188, "loss_fcos_ctr": 0.6124702207744122, "loss_fcos_loc": 0.1523009961238131, "loss_mask": 0.23182780388742685, "loss_maskiou": 0.003529663327299204, "loss_sem_seg": 0.15357147785834968, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.896369500252254, "mask_rcnn/false_negative": 0.09793388938389067, "mask_rcnn/false_positive": 0.12026952330710922, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 27.75, "time": 0.7084807455539703, "total_loss": 1.341105918656467} {"data_time": 0.009424093179404736, "eta_seconds": 11267.713495343924, "iteration": 253699, "loss_fcos_cls": 0.17671162507031113, "loss_fcos_ctr": 0.6114350608550012, "loss_fcos_loc": 0.15303415824018884, "loss_mask": 0.21985978819429874, "loss_maskiou": 0.003350376551679801, "loss_sem_seg": 0.14230556378606707, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9084116218602826, "mask_rcnn/false_negative": 0.07562137226006052, "mask_rcnn/false_positive": 0.1191817137785523, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.6829310804605484, "total_loss": 1.3132584942568428} {"data_time": 0.009376676753163338, "eta_seconds": 11254.744977892376, "iteration": 253719, "loss_fcos_cls": 0.16733326017856598, "loss_fcos_ctr": 0.6132612517103553, "loss_fcos_loc": 0.15575466211885214, "loss_mask": 0.23734495416283607, "loss_maskiou": 0.0040051506148302, "loss_sem_seg": 0.16056583751924336, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.907136231115823, "mask_rcnn/false_negative": 0.06089363682266191, "mask_rcnn/false_positive": 0.11846401415548122, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 23.25, "time": 0.6764559485018253, "total_loss": 1.3824526493044687} {"data_time": 0.011048524640500546, "eta_seconds": 11240.064360946417, "iteration": 253739, "loss_fcos_cls": 0.17216038051992655, "loss_fcos_ctr": 0.6149024986661971, "loss_fcos_loc": 0.15749628259800375, "loss_mask": 0.24445942463353276, "loss_maskiou": 0.004543126138742082, "loss_sem_seg": 0.18232818134129047, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8972135007849293, "mask_rcnn/false_negative": 0.08868839453858131, "mask_rcnn/false_positive": 0.1263636209849842, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.5, "time": 0.6785697005689144, "total_loss": 1.3726523455770803} {"data_time": 0.009577690623700619, "eta_seconds": 11226.239793747663, "iteration": 253759, "loss_fcos_cls": 0.1791197519050911, "loss_fcos_ctr": 0.6117873014882207, "loss_fcos_loc": 0.15650131087750196, "loss_mask": 0.24207685003057122, "loss_maskiou": 0.003917958703823388, "loss_sem_seg": 0.17264458537101746, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8698689124918584, "mask_rcnn/false_negative": 0.09633858052393707, "mask_rcnn/false_positive": 0.1552892697100754, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 29.25, "time": 0.6900900965556502, "total_loss": 1.3610069875212503} {"data_time": 0.0117783909663558, "eta_seconds": 11210.346310053952, "iteration": 253779, "loss_fcos_cls": 0.17737733421381563, "loss_fcos_ctr": 0.6126511469483376, "loss_fcos_loc": 0.14856210781726986, "loss_mask": 0.23455899395048618, "loss_maskiou": 0.003987284348113462, "loss_sem_seg": 0.14766274625435472, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8996864600024652, "mask_rcnn/false_negative": 0.09623516100417984, "mask_rcnn/false_positive": 0.11126576464524486, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 29.25, "time": 0.6836751345545053, "total_loss": 1.324639587517595} {"data_time": 0.010697437450289726, "eta_seconds": 11198.590659350157, "iteration": 253799, "loss_fcos_cls": 0.17177016561618075, "loss_fcos_ctr": 0.6124846460297704, "loss_fcos_loc": 0.14888405473902822, "loss_mask": 0.22742307092994452, "loss_maskiou": 0.004084431326191407, "loss_sem_seg": 0.170753073412925, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.882900889135495, "mask_rcnn/false_negative": 0.10718760598431483, "mask_rcnn/false_positive": 0.1049622079477869, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 27.0, "time": 0.6936179716140032, "total_loss": 1.3493843241085415} {"data_time": 0.009644842706620693, "eta_seconds": 11183.81483047828, "iteration": 253819, "loss_fcos_cls": 0.18240123783471063, "loss_fcos_ctr": 0.6144093908369541, "loss_fcos_loc": 0.15423286729492247, "loss_mask": 0.23416959308087826, "loss_maskiou": 0.0040442424251523335, "loss_sem_seg": 0.15609259763732553, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8806743851386709, "mask_rcnn/false_negative": 0.0919128737013246, "mask_rcnn/false_positive": 0.16330977009062358, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.25, "time": 0.6983018442988396, "total_loss": 1.3667580389301293} {"data_time": 0.01026058103889227, "eta_seconds": 11170.94152495265, "iteration": 253839, "loss_fcos_cls": 0.17479263312998228, "loss_fcos_ctr": 0.6115485932677984, "loss_fcos_loc": 0.14756297518033534, "loss_mask": 0.23529495345428586, "loss_maskiou": 0.003978552405897062, "loss_sem_seg": 0.14889147214125842, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.893630179344465, "mask_rcnn/false_negative": 0.0755511668731929, "mask_rcnn/false_positive": 0.10515616627205612, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.25, "time": 0.6927965106442571, "total_loss": 1.320255727179756} {"data_time": 0.009847902692854404, "eta_seconds": 11154.51626395341, "iteration": 253859, "loss_fcos_cls": 0.17976609827019274, "loss_fcos_ctr": 0.6095415018498898, "loss_fcos_loc": 0.14893448050133884, "loss_mask": 0.23214347939938307, "loss_maskiou": 0.004233105129969772, "loss_sem_seg": 0.15392985427752137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970769557823128, "mask_rcnn/false_negative": 0.09564848502367915, "mask_rcnn/false_positive": 0.10778489792368903, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.5, "time": 0.677633373066783, "total_loss": 1.33291399263544} {"data_time": 0.010875703766942024, "eta_seconds": 11143.292390555143, "iteration": 253879, "loss_fcos_cls": 0.17502230778336525, "loss_fcos_ctr": 0.613508926704526, "loss_fcos_loc": 0.15298131690360606, "loss_mask": 0.22918477933853865, "loss_maskiou": 0.0033283910852333065, "loss_sem_seg": 0.15956051473040134, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8965763298797322, "mask_rcnn/false_negative": 0.09427341470342368, "mask_rcnn/false_positive": 0.10551937427503993, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 22.5, "time": 0.6997134303674102, "total_loss": 1.3475600642268546} {"data_time": 0.010075004771351814, "eta_seconds": 11128.521264787763, "iteration": 253899, "loss_fcos_cls": 0.17908081517089158, "loss_fcos_ctr": 0.612641810439527, "loss_fcos_loc": 0.15115393046289682, "loss_mask": 0.23714669421315193, "loss_maskiou": 0.0042193884728476405, "loss_sem_seg": 0.16131100011989474, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8984595761381475, "mask_rcnn/false_negative": 0.11880968772075942, "mask_rcnn/false_positive": 0.09214332555530247, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.25, "time": 0.6936994586139917, "total_loss": 1.338887472600618} {"data_time": 0.010577351786196232, "eta_seconds": 11115.643256157637, "iteration": 253919, "loss_fcos_cls": 0.17567009129561484, "loss_fcos_ctr": 0.6146128317341208, "loss_fcos_loc": 0.15886121592484415, "loss_mask": 0.25071154721081257, "loss_maskiou": 0.004359842074336484, "loss_sem_seg": 0.17033356335014105, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8715072971727285, "mask_rcnn/false_negative": 0.08920467678140968, "mask_rcnn/false_positive": 0.1529160260407695, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.75, "time": 0.7032438861206174, "total_loss": 1.3811903581517981} {"data_time": 0.009495208971202374, "eta_seconds": 11105.651325217448, "iteration": 253939, "loss_fcos_cls": 0.1704595146002248, "loss_fcos_ctr": 0.612556517124176, "loss_fcos_loc": 0.1515807993710041, "loss_mask": 0.22795945033431053, "loss_maskiou": 0.004169409527094103, "loss_sem_seg": 0.16509253985714167, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923014945403911, "mask_rcnn/false_negative": 0.10305248457369937, "mask_rcnn/false_positive": 0.11524566135806708, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 23.5, "time": 0.6977392928674817, "total_loss": 1.343518559500808} {"data_time": 0.008958052843809128, "eta_seconds": 11086.003125317395, "iteration": 253959, "loss_fcos_cls": 0.1668119397945702, "loss_fcos_ctr": 0.6095518255606294, "loss_fcos_loc": 0.13950685027521104, "loss_mask": 0.21589349582791328, "loss_maskiou": 0.0037376884392870124, "loss_sem_seg": 0.1738583636470139, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.899382579118604, "mask_rcnn/false_negative": 0.08666572011152551, "mask_rcnn/false_positive": 0.1260253407468679, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 30.0, "time": 0.6765745971351862, "total_loss": 1.3243714734126115} {"data_time": 0.010486014187335968, "eta_seconds": 11072.181040503085, "iteration": 253979, "loss_fcos_cls": 0.17010679695522413, "loss_fcos_ctr": 0.6106704007834196, "loss_fcos_loc": 0.14938474085647613, "loss_mask": 0.24530981108546257, "loss_maskiou": 0.0038579348165512783, "loss_sem_seg": 0.1689181460533291, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8877575177798392, "mask_rcnn/false_negative": 0.10471763447194596, "mask_rcnn/false_positive": 0.1234779796501827, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 31.75, "time": 0.6878313655033708, "total_loss": 1.3393069079011184} {"data_time": 0.010566937737166882, "eta_seconds": 11061.186314799823, "iteration": 253999, "loss_fcos_cls": 0.17616110120434314, "loss_fcos_ctr": 0.6143674049526453, "loss_fcos_loc": 0.16034481365932152, "loss_mask": 0.23957629641517997, "loss_maskiou": 0.004252373240888119, "loss_sem_seg": 0.18314749049022794, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898837132255499, "mask_rcnn/false_negative": 0.10634840222763273, "mask_rcnn/false_positive": 0.12635664368637495, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.0, "time": 0.7053314279764891, "total_loss": 1.3602665515354602} {"data_time": 0.010093102231621742, "eta_seconds": 11050.333966023289, "iteration": 254019, "loss_fcos_cls": 0.1775597540254239, "loss_fcos_ctr": 0.6122269676998258, "loss_fcos_loc": 0.15492484421702102, "loss_mask": 0.23219862906262279, "loss_maskiou": 0.004024473702884279, "loss_sem_seg": 0.16913065779954195, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8719385405555269, "mask_rcnn/false_negative": 0.09702874162099465, "mask_rcnn/false_positive": 0.14977639400010662, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.75, "time": 0.7025020169094205, "total_loss": 1.3689116266032215} {"data_time": 0.010182948783040047, "eta_seconds": 11041.7093268428, "iteration": 254039, "loss_fcos_cls": 0.1742308184329886, "loss_fcos_ctr": 0.6127169383689761, "loss_fcos_loc": 0.15614122117403895, "loss_mask": 0.24525522952899337, "loss_maskiou": 0.004232600877003279, "loss_sem_seg": 0.15646843425929546, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8983933725005153, "mask_rcnn/false_negative": 0.09156386134026505, "mask_rcnn/false_positive": 0.11726915679168441, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.75, "time": 0.7048066277056932, "total_loss": 1.3309698400917114} {"data_time": 0.009493628516793251, "eta_seconds": 11017.934133406729, "iteration": 254059, "loss_fcos_cls": 0.1722141628852114, "loss_fcos_ctr": 0.608870655298233, "loss_fcos_loc": 0.14467209356371313, "loss_mask": 0.23556366935372353, "loss_maskiou": 0.003734426383743994, "loss_sem_seg": 0.1352491786237806, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8967679142552544, "mask_rcnn/false_negative": 0.11818201776078993, "mask_rcnn/false_positive": 0.09702507060411403, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 30.75, "time": 0.6752258418127894, "total_loss": 1.3103531367955839} {"data_time": 0.010583579540252686, "eta_seconds": 11008.845946627669, "iteration": 254079, "loss_fcos_cls": 0.16558362887008116, "loss_fcos_ctr": 0.6122590061277151, "loss_fcos_loc": 0.14657560701016337, "loss_mask": 0.2291580568999052, "loss_maskiou": 0.0039842273108661175, "loss_sem_seg": 0.16318035032600164, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9247115823941516, "mask_rcnn/false_negative": 0.06680068207654415, "mask_rcnn/false_positive": 0.08615743443759041, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.25, "time": 0.6994438488036394, "total_loss": 1.3224942297310918} {"data_time": 0.009776745922863483, "eta_seconds": 10993.505707849748, "iteration": 254099, "loss_fcos_cls": 0.17453185151680373, "loss_fcos_ctr": 0.6130190608091652, "loss_fcos_loc": 0.15323842130601406, "loss_mask": 0.22389188315719366, "loss_maskiou": 0.0036747574049513787, "loss_sem_seg": 0.1369593506678939, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8926445578231292, "mask_rcnn/false_negative": 0.0892359838897101, "mask_rcnn/false_positive": 0.13552839311068304, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 27.25, "time": 0.6655427664518356, "total_loss": 1.3303522976930253} {"data_time": 0.009539992548525333, "eta_seconds": 10979.678268433549, "iteration": 254119, "loss_fcos_cls": 0.17420403129654005, "loss_fcos_ctr": 0.6134230298921466, "loss_fcos_loc": 0.1541417286498472, "loss_mask": 0.23388082347810268, "loss_maskiou": 0.003415673229028471, "loss_sem_seg": 0.17520141159184277, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9056367739403454, "mask_rcnn/false_negative": 0.08411674847059135, "mask_rcnn/false_positive": 0.11561906557369418, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 24.5, "time": 0.6823616251349449, "total_loss": 1.3501569441486936} {"data_time": 0.00946581270545721, "eta_seconds": 10969.021191936918, "iteration": 254139, "loss_fcos_cls": 0.18093349668197334, "loss_fcos_ctr": 0.6133208703249693, "loss_fcos_loc": 0.16156961186788976, "loss_mask": 0.22837613057345152, "loss_maskiou": 0.0038042938540456817, "loss_sem_seg": 0.17568025179207325, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8981055421059776, "mask_rcnn/false_negative": 0.08384619470918882, "mask_rcnn/false_positive": 0.13304997051026674, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.696580053307116, "total_loss": 1.353466160951939} {"data_time": 0.010298882611095905, "eta_seconds": 10963.024540735409, "iteration": 254159, "loss_fcos_cls": 0.1779683701461181, "loss_fcos_ctr": 0.6135319331660867, "loss_fcos_loc": 0.15606921358266845, "loss_mask": 0.23459350178018212, "loss_maskiou": 0.00400172988884151, "loss_sem_seg": 0.16126526484731585, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8953345761381475, "mask_rcnn/false_negative": 0.09361925896306561, "mask_rcnn/false_positive": 0.12075508841219296, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.5, "time": 0.6926292879506946, "total_loss": 1.3679112019162858} {"data_time": 0.010401718318462372, "eta_seconds": 10950.197605370544, "iteration": 254179, "loss_fcos_cls": 0.16821818775497377, "loss_fcos_ctr": 0.6124416952952743, "loss_fcos_loc": 0.14543180662440136, "loss_mask": 0.23217894928529859, "loss_maskiou": 0.0038745807760278694, "loss_sem_seg": 0.1719592842273414, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9057854954429208, "mask_rcnn/false_negative": 0.09795125956237027, "mask_rcnn/false_positive": 0.11443533829374328, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 25.75, "time": 0.6880284994840622, "total_loss": 1.3291340755240526} {"data_time": 0.010021680034697056, "eta_seconds": 10925.86990783643, "iteration": 254199, "loss_fcos_cls": 0.17444009165774332, "loss_fcos_ctr": 0.6116396663710475, "loss_fcos_loc": 0.15278818749357015, "loss_mask": 0.22621692903339863, "loss_maskiou": 0.0037291552871465683, "loss_sem_seg": 0.15282719634706154, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.91057064717779, "mask_rcnn/false_negative": 0.08088555065975783, "mask_rcnn/false_positive": 0.11048724329102114, "roi_head/num_bg_samples": 35.25, "roi_head/num_fg_samples": 25.75, "time": 0.6731693595647812, "total_loss": 1.3197235814914166} {"data_time": 0.0097610242664814, "eta_seconds": 10910.376639061607, "iteration": 254219, "loss_fcos_cls": 0.17909555998630822, "loss_fcos_ctr": 0.6136299772188067, "loss_fcos_loc": 0.15289824875071645, "loss_mask": 0.23706096084788442, "loss_maskiou": 0.0036551481825881638, "loss_sem_seg": 0.17370078549720347, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8903330541361972, "mask_rcnn/false_negative": 0.0829398545873758, "mask_rcnn/false_positive": 0.1366714916620222, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.6862913332879543, "total_loss": 1.3549207783107704} {"data_time": 0.010561000555753708, "eta_seconds": 10897.80082995817, "iteration": 254239, "loss_fcos_cls": 0.17610806971788406, "loss_fcos_ctr": 0.6129575767554343, "loss_fcos_loc": 0.15674026391934603, "loss_mask": 0.2441083835437894, "loss_maskiou": 0.004016429178136605, "loss_sem_seg": 0.15896965586580336, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8919009277652572, "mask_rcnn/false_negative": 0.0882284425728333, "mask_rcnn/false_positive": 0.11266636229133978, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.75, "time": 0.705637070350349, "total_loss": 1.3541769149887841} {"data_time": 0.009460439905524254, "eta_seconds": 10889.514849560335, "iteration": 254259, "loss_fcos_cls": 0.18229975696885958, "loss_fcos_ctr": 0.6097397431731224, "loss_fcos_loc": 0.15000717900693417, "loss_mask": 0.23155732220038772, "loss_maskiou": 0.0038361056103894953, "loss_sem_seg": 0.16799286613240838, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8933260804321729, "mask_rcnn/false_negative": 0.0871850268149219, "mask_rcnn/false_positive": 0.12251044218605706, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 24.5, "time": 0.7101389253512025, "total_loss": 1.3415326124813873} {"data_time": 0.011107750236988068, "eta_seconds": 10877.863341488875, "iteration": 254279, "loss_fcos_cls": 0.18339418183313683, "loss_fcos_ctr": 0.6128455582074821, "loss_fcos_loc": 0.15627300448250026, "loss_mask": 0.24221343453973532, "loss_maskiou": 0.003963697283325018, "loss_sem_seg": 0.16753137507475913, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8989100695223144, "mask_rcnn/false_negative": 0.09415192526202582, "mask_rcnn/false_positive": 0.10447026265446868, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 26.0, "time": 0.690984875895083, "total_loss": 1.3472781221244077} {"data_time": 0.01087653636932373, "eta_seconds": 10866.135238563642, "iteration": 254299, "loss_fcos_cls": 0.18502335267839953, "loss_fcos_ctr": 0.6141624604351819, "loss_fcos_loc": 0.16007069102488458, "loss_mask": 0.24655834026634693, "loss_maskiou": 0.0045608975779032335, "loss_sem_seg": 0.16235459735617042, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8815838978502987, "mask_rcnn/false_negative": 0.08074605304015782, "mask_rcnn/false_positive": 0.1278377793816106, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.0, "time": 0.6921500274911523, "total_loss": 1.3646519334033655} {"data_time": 0.01071962807327509, "eta_seconds": 10854.618862909265, "iteration": 254319, "loss_fcos_cls": 0.1734505788772367, "loss_fcos_ctr": 0.6099407309666276, "loss_fcos_loc": 0.14515315950848162, "loss_mask": 0.24374618660658598, "loss_maskiou": 0.0038657624245388433, "loss_sem_seg": 0.18022136809304357, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8811043993068925, "mask_rcnn/false_negative": 0.09460544967096632, "mask_rcnn/false_positive": 0.147223776665051, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 27.75, "time": 0.7040994185954332, "total_loss": 1.3566518185398309} {"data_time": 0.010104422457516193, "eta_seconds": 10846.310794425197, "iteration": 254339, "loss_fcos_cls": 0.1873540123924613, "loss_fcos_ctr": 0.6125005120411515, "loss_fcos_loc": 0.15066889149602503, "loss_mask": 0.24333581794053316, "loss_maskiou": 0.004080544531461783, "loss_sem_seg": 0.16520119761116803, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8963217291226835, "mask_rcnn/false_negative": 0.07797866693361902, "mask_rcnn/false_positive": 0.11461673940806513, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 28.75, "time": 0.715342104434967, "total_loss": 1.3748610799630114} {"data_time": 0.01002337597310543, "eta_seconds": 10833.897378864698, "iteration": 254359, "loss_fcos_cls": 0.16950609418563545, "loss_fcos_ctr": 0.61502725770697, "loss_fcos_loc": 0.15076488279737532, "loss_mask": 0.23402713425457478, "loss_maskiou": 0.003640067166998051, "loss_sem_seg": 0.16770271258428693, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.908326182337819, "mask_rcnn/false_negative": 0.08357261225274835, "mask_rcnn/false_positive": 0.14796851286789392, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.25, "time": 0.7092302860692143, "total_loss": 1.3515175783104496} {"data_time": 0.010507303290069103, "eta_seconds": 10818.125997056253, "iteration": 254379, "loss_fcos_cls": 0.17625373482587747, "loss_fcos_ctr": 0.6121648899279535, "loss_fcos_loc": 0.1548109323484823, "loss_mask": 0.24894594680517912, "loss_maskiou": 0.004490194893151056, "loss_sem_seg": 0.17296866816468537, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.88382284624996, "mask_rcnn/false_negative": 0.09409315483802289, "mask_rcnn/false_positive": 0.1426494625392421, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 37.25, "time": 0.6764937043190002, "total_loss": 1.3529350044191233} {"data_time": 0.011025444604456425, "eta_seconds": 10799.241686132737, "iteration": 254399, "loss_fcos_cls": 0.17202725855167955, "loss_fcos_ctr": 0.6116679878905416, "loss_fcos_loc": 0.14871271676383913, "loss_mask": 0.2358248634263873, "loss_maskiou": 0.0040342116335523315, "loss_sem_seg": 0.15511489240452647, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9022076138147567, "mask_rcnn/false_negative": 0.08665326737588258, "mask_rcnn/false_positive": 0.11067670660928298, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 30.0, "time": 0.6602443940937519, "total_loss": 1.3219574615286547} {"data_time": 0.010026335716247559, "eta_seconds": 10790.42450292129, "iteration": 254419, "loss_fcos_cls": 0.1732908941048663, "loss_fcos_ctr": 0.6122240368276834, "loss_fcos_loc": 0.1520688054151833, "loss_mask": 0.2293207412585616, "loss_maskiou": 0.0037534216226049466, "loss_sem_seg": 0.16557096736505628, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8962526263049317, "mask_rcnn/false_negative": 0.07744242123356923, "mask_rcnn/false_positive": 0.12114159321382865, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 23.75, "time": 0.6963596204295754, "total_loss": 1.3436850873404182} {"data_time": 0.01004108041524887, "eta_seconds": 10777.053973057307, "iteration": 254439, "loss_fcos_cls": 0.17889345303410664, "loss_fcos_ctr": 0.6135030407458544, "loss_fcos_loc": 0.157790478260722, "loss_mask": 0.2317252797074616, "loss_maskiou": 0.003963564755395055, "loss_sem_seg": 0.17216659849509597, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8934227478870336, "mask_rcnn/false_negative": 0.09417570454444317, "mask_rcnn/false_positive": 0.14640788060486853, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.75, "time": 0.7077243681997061, "total_loss": 1.3422899780562147} {"data_time": 0.009549629874527454, "eta_seconds": 10761.69678116031, "iteration": 254459, "loss_fcos_cls": 0.17585418769158423, "loss_fcos_ctr": 0.6127075329422951, "loss_fcos_loc": 0.1517214374616742, "loss_mask": 0.23897617403417826, "loss_maskiou": 0.004199230366793927, "loss_sem_seg": 0.1360038160928525, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9133211657028151, "mask_rcnn/false_negative": 0.08423462512382303, "mask_rcnn/false_positive": 0.09735868846020751, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 29.75, "time": 0.6905310861766338, "total_loss": 1.3351050470373593} {"data_time": 0.010230607353150845, "eta_seconds": 10750.538264936768, "iteration": 254479, "loss_fcos_cls": 0.16797539475373924, "loss_fcos_ctr": 0.6138003757223487, "loss_fcos_loc": 0.1540685861837119, "loss_mask": 0.23947912035509944, "loss_maskiou": 0.004216817576889298, "loss_sem_seg": 0.1600595962954685, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.891348137615702, "mask_rcnn/false_negative": 0.09673546817499397, "mask_rcnn/false_positive": 0.10918467589918086, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 25.5, "time": 0.6854642368853092, "total_loss": 1.3505537858072785} {"data_time": 0.010214975103735924, "eta_seconds": 10732.739706767723, "iteration": 254499, "loss_fcos_cls": 0.17687220394145697, "loss_fcos_ctr": 0.6147944633848965, "loss_fcos_loc": 0.1570019309874624, "loss_mask": 0.22830219473689795, "loss_maskiou": 0.003939863378036534, "loss_sem_seg": 0.1588758648140356, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929106209834514, "mask_rcnn/false_negative": 0.10647858314046854, "mask_rcnn/false_positive": 0.10545248838794373, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 28.0, "time": 0.6838495852425694, "total_loss": 1.3322157016509664} {"data_time": 0.01039908081293106, "eta_seconds": 10718.891903778538, "iteration": 254519, "loss_fcos_cls": 0.17934833746403456, "loss_fcos_ctr": 0.6150596961379051, "loss_fcos_loc": 0.15862214646767825, "loss_mask": 0.23560179490596056, "loss_maskiou": 0.004210176455671899, "loss_sem_seg": 0.1652705828892067, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9162250614531526, "mask_rcnn/false_negative": 0.0584731937587028, "mask_rcnn/false_positive": 0.10360425777208976, "roi_head/num_bg_samples": 37.75, "roi_head/num_fg_samples": 17.5, "time": 0.7034751754254103, "total_loss": 1.327705103198241} {"data_time": 0.010920780710875988, "eta_seconds": 10705.044100789353, "iteration": 254539, "loss_fcos_cls": 0.18327652290463448, "loss_fcos_ctr": 0.6149327363818884, "loss_fcos_loc": 0.16138560383114964, "loss_mask": 0.2365806750021875, "loss_maskiou": 0.004085157997906208, "loss_sem_seg": 0.16099196439608932, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8907359428146258, "mask_rcnn/false_negative": 0.09054038435524482, "mask_rcnn/false_positive": 0.11730686096680235, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 29.75, "time": 0.7084041126072407, "total_loss": 1.3519161012736731} {"data_time": 0.010279152542352676, "eta_seconds": 10688.48733257968, "iteration": 254559, "loss_fcos_cls": 0.1849682612810284, "loss_fcos_ctr": 0.614015051163733, "loss_fcos_loc": 0.14816351816989481, "loss_mask": 0.23018110636621714, "loss_maskiou": 0.003631883671914693, "loss_sem_seg": 0.1748438598588109, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8921768707482993, "mask_rcnn/false_negative": 0.09454343116432629, "mask_rcnn/false_positive": 0.10755415745699794, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 25.5, "time": 0.6828359412029386, "total_loss": 1.341847769418564} {"data_time": 0.010495390743017197, "eta_seconds": 10670.28373443801, "iteration": 254579, "loss_fcos_cls": 0.1714579001418315, "loss_fcos_ctr": 0.608956241980195, "loss_fcos_loc": 0.14216906786896288, "loss_mask": 0.22741750814020634, "loss_maskiou": 0.003906711848685518, "loss_sem_seg": 0.1568314884789288, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9076455281812424, "mask_rcnn/false_negative": 0.08606920089731132, "mask_rcnn/false_positive": 0.09626919560583229, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 27.25, "time": 0.6847310708835721, "total_loss": 1.3367522476310114} {"data_time": 0.010442390106618404, "eta_seconds": 10660.798744191416, "iteration": 254599, "loss_fcos_cls": 0.16285109354066662, "loss_fcos_ctr": 0.6103805955499411, "loss_fcos_loc": 0.15059870458208025, "loss_mask": 0.23842934612184763, "loss_maskiou": 0.003962328446505126, "loss_sem_seg": 0.16126930515747517, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.901117305637155, "mask_rcnn/false_negative": 0.07859599987147968, "mask_rcnn/false_positive": 0.1115607319618315, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 24.25, "time": 0.7024662792682648, "total_loss": 1.3552788573870203} {"data_time": 0.009973201900720596, "eta_seconds": 10648.498033734038, "iteration": 254619, "loss_fcos_cls": 0.17000271532742772, "loss_fcos_ctr": 0.6108024343848228, "loss_fcos_loc": 0.14768185024149716, "loss_mask": 0.22937082732096314, "loss_maskiou": 0.0037639219335687812, "loss_sem_seg": 0.16584814572706819, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9090905037100456, "mask_rcnn/false_negative": 0.07843034273126419, "mask_rcnn/false_positive": 0.07822132406279943, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 25.0, "time": 0.6830186899751425, "total_loss": 1.3381923813394678} {"data_time": 0.009681728668510914, "eta_seconds": 10638.540330321528, "iteration": 254639, "loss_fcos_cls": 0.17690660746302456, "loss_fcos_ctr": 0.6113492434378713, "loss_fcos_loc": 0.15505094279069453, "loss_mask": 0.23810432851314545, "loss_maskiou": 0.004097182536497712, "loss_sem_seg": 0.1621706672012806, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9004515399055797, "mask_rcnn/false_negative": 0.08872149645762667, "mask_rcnn/false_positive": 0.11101075500298105, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.75, "time": 0.7032237220555544, "total_loss": 1.326188562619791} {"data_time": 0.010834709741175175, "eta_seconds": 10624.68896604795, "iteration": 254659, "loss_fcos_cls": 0.1661894533317536, "loss_fcos_ctr": 0.6112774929497391, "loss_fcos_loc": 0.1462010171962902, "loss_mask": 0.22015457041561604, "loss_maskiou": 0.0035042531633280305, "loss_sem_seg": 0.1471930155530572, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8946389919604205, "mask_rcnn/false_negative": 0.0742182679111614, "mask_rcnn/false_positive": 0.12716173020382115, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 28.25, "time": 0.6623478988185525, "total_loss": 1.2936483447556384} {"data_time": 0.00964580662548542, "eta_seconds": 10609.353090802208, "iteration": 254679, "loss_fcos_cls": 0.1760064831469208, "loss_fcos_ctr": 0.6095919907093048, "loss_fcos_loc": 0.14452794834505767, "loss_mask": 0.22269969014450908, "loss_maskiou": 0.003909987019142136, "loss_sem_seg": 0.16407364641781896, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8974449797340539, "mask_rcnn/false_negative": 0.08778377245407479, "mask_rcnn/false_positive": 0.10920132172906893, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 25.75, "time": 0.6875806646421552, "total_loss": 1.3298267592617776} {"data_time": 0.010814336128532887, "eta_seconds": 10598.185431780294, "iteration": 254699, "loss_fcos_cls": 0.18053369061090052, "loss_fcos_ctr": 0.6142322653904557, "loss_fcos_loc": 0.15917676803655922, "loss_mask": 0.2493989858776331, "loss_maskiou": 0.0039666403536102735, "loss_sem_seg": 0.16174152260646224, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929529530706293, "mask_rcnn/false_negative": 0.09388872761227374, "mask_rcnn/false_positive": 0.13949825904312385, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.75, "time": 0.6989263771101832, "total_loss": 1.3630230508424575} {"data_time": 0.009677308611571789, "eta_seconds": 10587.373922504485, "iteration": 254719, "loss_fcos_cls": 0.178772832499817, "loss_fcos_ctr": 0.6148536512628198, "loss_fcos_loc": 0.1577547094784677, "loss_mask": 0.23916160222142935, "loss_maskiou": 0.004084589112608228, "loss_sem_seg": 0.17777315352577716, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896070829482045, "mask_rcnn/false_negative": 0.09031067960627219, "mask_rcnn/false_positive": 0.16119051864141454, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.25, "time": 0.6977971643209457, "total_loss": 1.3603666386625264} {"data_time": 0.01118712592869997, "eta_seconds": 10581.214908988215, "iteration": 254739, "loss_fcos_cls": 0.16741220839321613, "loss_fcos_ctr": 0.6118229869753122, "loss_fcos_loc": 0.14673169853631407, "loss_mask": 0.22956382436677814, "loss_maskiou": 0.00389764169085538, "loss_sem_seg": 0.18162079388275743, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908700352596941, "mask_rcnn/false_negative": 0.08951002501937189, "mask_rcnn/false_positive": 0.11120699238336368, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.0, "time": 0.6976952273398638, "total_loss": 1.3426858037128113} {"data_time": 0.009513313882052898, "eta_seconds": 10562.866147187538, "iteration": 254759, "loss_fcos_cls": 0.18519323819782585, "loss_fcos_ctr": 0.6142110722139478, "loss_fcos_loc": 0.16171009745448828, "loss_mask": 0.2360766613855958, "loss_maskiou": 0.004061407895278535, "loss_sem_seg": 0.17121270345523953, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810193669304457, "mask_rcnn/false_negative": 0.10745982731040316, "mask_rcnn/false_positive": 0.13466187093182486, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.75, "time": 0.6769489236176014, "total_loss": 1.3619165408708795} {"data_time": 0.010648430325090885, "eta_seconds": 10553.480907523073, "iteration": 254779, "loss_fcos_cls": 0.1772603117278777, "loss_fcos_ctr": 0.6114251585677266, "loss_fcos_loc": 0.15177075669635087, "loss_mask": 0.2470006514340639, "loss_maskiou": 0.004444563632205245, "loss_sem_seg": 0.16452016029506922, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8822969507737468, "mask_rcnn/false_negative": 0.10357159842012195, "mask_rcnn/false_positive": 0.1288862882065897, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.5, "time": 0.6973271565511823, "total_loss": 1.3545604996470502} {"data_time": 0.010693344287574291, "eta_seconds": 10537.507056922652, "iteration": 254799, "loss_fcos_cls": 0.17857655230909586, "loss_fcos_ctr": 0.6132466616109014, "loss_fcos_loc": 0.15041045018006116, "loss_mask": 0.23900456447154284, "loss_maskiou": 0.003971921425545588, "loss_sem_seg": 0.1741279640700668, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9040216040033824, "mask_rcnn/false_negative": 0.08550109477156242, "mask_rcnn/false_positive": 0.11017078646337633, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 21.75, "time": 0.6891811732202768, "total_loss": 1.3837715730554692} {"data_time": 0.00991272646933794, "eta_seconds": 10528.021719352342, "iteration": 254819, "loss_fcos_cls": 0.17283046781085432, "loss_fcos_ctr": 0.6119501069188118, "loss_fcos_loc": 0.15559080243110657, "loss_mask": 0.2352120135910809, "loss_maskiou": 0.0037200770238996483, "loss_sem_seg": 0.1602862928994, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9096224617895938, "mask_rcnn/false_negative": 0.09443193329887031, "mask_rcnn/false_positive": 0.09406579388155699, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 21.75, "time": 0.7187371402978897, "total_loss": 1.3432839963206789} {"data_time": 0.01081128790974617, "eta_seconds": 10514.151721698232, "iteration": 254839, "loss_fcos_cls": 0.17444834680645727, "loss_fcos_ctr": 0.6090047834441066, "loss_fcos_loc": 0.14444586253375746, "loss_mask": 0.24117903597652912, "loss_maskiou": 0.003977801898145117, "loss_sem_seg": 0.1539033621083945, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8939257047515976, "mask_rcnn/false_negative": 0.09181101057779034, "mask_rcnn/false_positive": 0.11508773210641915, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.75, "time": 0.6923793042078614, "total_loss": 1.3253916503417713} {"data_time": 0.009536494500935078, "eta_seconds": 10504.62616302073, "iteration": 254859, "loss_fcos_cls": 0.17315771570429206, "loss_fcos_ctr": 0.6089643631130457, "loss_fcos_loc": 0.15054861223325133, "loss_mask": 0.2434723717160523, "loss_maskiou": 0.0044048848385500605, "loss_sem_seg": 0.16607144300360233, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8836864606953893, "mask_rcnn/false_negative": 0.10500709221981563, "mask_rcnn/false_positive": 0.1210932490681534, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.5, "time": 0.6735893376171589, "total_loss": 1.3438447253929553} {"data_time": 0.010653453879058361, "eta_seconds": 10486.411726390012, "iteration": 254879, "loss_fcos_cls": 0.17447724373778328, "loss_fcos_ctr": 0.6098477030172944, "loss_fcos_loc": 0.1484504080726765, "loss_mask": 0.23166109714657068, "loss_maskiou": 0.004109521451027831, "loss_sem_seg": 0.1757271409733221, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9096841274103626, "mask_rcnn/false_negative": 0.06844916153736771, "mask_rcnn/false_positive": 0.09822873751094657, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 22.25, "time": 0.6901589874178171, "total_loss": 1.3206747834265116} {"data_time": 0.010504323057830334, "eta_seconds": 10470.278903127648, "iteration": 254899, "loss_fcos_cls": 0.18249526154249907, "loss_fcos_ctr": 0.6122141219675541, "loss_fcos_loc": 0.15526918275281787, "loss_mask": 0.2287153284996748, "loss_maskiou": 0.0036974010508856736, "loss_sem_seg": 0.17047347442712635, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005460164835164, "mask_rcnn/false_negative": 0.08635460569858389, "mask_rcnn/false_positive": 0.08895098558100387, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 23.5, "time": 0.6545626409351826, "total_loss": 1.3435351264161} {"data_time": 0.009585635736584663, "eta_seconds": 10445.80318258144, "iteration": 254919, "loss_fcos_cls": 0.17329121491638944, "loss_fcos_ctr": 0.6126896939240396, "loss_fcos_loc": 0.15372427715919912, "loss_mask": 0.24274862045422196, "loss_maskiou": 0.0039515187600045465, "loss_sem_seg": 0.16060348437167704, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8936032849100232, "mask_rcnn/false_negative": 0.08102395333130977, "mask_rcnn/false_positive": 0.11869145256722369, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 34.0, "time": 0.6752646826207638, "total_loss": 1.3536520161796943} {"data_time": 0.010691288858652115, "eta_seconds": 10430.798410449177, "iteration": 254939, "loss_fcos_cls": 0.17275993863586336, "loss_fcos_ctr": 0.6132963532581925, "loss_fcos_loc": 0.14825943252071738, "loss_mask": 0.23065066570416093, "loss_maskiou": 0.0035244879509264138, "loss_sem_seg": 0.16947793308645487, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9169178447240965, "mask_rcnn/false_negative": 0.07917113709829435, "mask_rcnn/false_positive": 0.08523480703807149, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 18.75, "time": 0.6978506604209542, "total_loss": 1.342798986734124} {"data_time": 0.009214323945343494, "eta_seconds": 10423.971835615113, "iteration": 254959, "loss_fcos_cls": 0.17069160100072622, "loss_fcos_ctr": 0.6132241673767567, "loss_fcos_loc": 0.14718805125448853, "loss_mask": 0.23412331473082304, "loss_maskiou": 0.00406557428141241, "loss_sem_seg": 0.15479607484303415, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8991909263705482, "mask_rcnn/false_negative": 0.09069836793509439, "mask_rcnn/false_positive": 0.11555797812704496, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 33.0, "time": 0.6880107885226607, "total_loss": 1.3281347544689197} {"data_time": 0.009324937127530575, "eta_seconds": 10405.438326369971, "iteration": 254979, "loss_fcos_cls": 0.1702625704347156, "loss_fcos_ctr": 0.6108340350911021, "loss_fcos_loc": 0.15070323285181075, "loss_mask": 0.22472185920923948, "loss_maskiou": 0.0038129150634631515, "loss_sem_seg": 0.16128294658847153, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9124067896389325, "mask_rcnn/false_negative": 0.07528440747507699, "mask_rcnn/false_positive": 0.10173107475549004, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 21.75, "time": 0.6754186069592834, "total_loss": 1.3331997200948535} {"data_time": 0.0104724932461977, "eta_seconds": 10391.583804931492, "iteration": 254999, "loss_fcos_cls": 0.18348492485529277, "loss_fcos_ctr": 0.6134091480635107, "loss_fcos_loc": 0.1518017328926362, "loss_mask": 0.23100609658285975, "loss_maskiou": 0.004064379543706309, "loss_sem_seg": 0.15956219437066466, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9051340404582886, "mask_rcnn/false_negative": 0.07976989831017875, "mask_rcnn/false_positive": 0.1252411780243349, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.5, "time": 0.7102583702653646, "total_loss": 1.359496146953461} {"data_time": 0.011027894914150238, "eta_seconds": 10375.39280173555, "iteration": 255019, "loss_fcos_cls": 0.1769928076537326, "loss_fcos_ctr": 0.6128890640102327, "loss_fcos_loc": 0.15327382093528286, "loss_mask": 0.22703632293269038, "loss_maskiou": 0.003946766304579796, "loss_sem_seg": 0.17582686914829537, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9116988393295462, "mask_rcnn/false_negative": 0.07514746911749147, "mask_rcnn/false_positive": 0.10998063429563759, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 29.75, "time": 0.685233686119318, "total_loss": 1.343844790939329} {"data_time": 0.00924523826688528, "eta_seconds": 10358.255959840491, "iteration": 255039, "loss_fcos_cls": 0.17022932088002563, "loss_fcos_ctr": 0.6116028241813183, "loss_fcos_loc": 0.14734804979525506, "loss_mask": 0.23264786368235946, "loss_maskiou": 0.0038910616567591205, "loss_sem_seg": 0.1694194828160107, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9116852057381394, "mask_rcnn/false_negative": 0.0964678956318398, "mask_rcnn/false_positive": 0.09386212179299873, "roi_head/num_bg_samples": 37.75, "roi_head/num_fg_samples": 24.25, "time": 0.6683494700118899, "total_loss": 1.3398632706157514} {"data_time": 0.009215911850333214, "eta_seconds": 10346.213989274576, "iteration": 255059, "loss_fcos_cls": 0.1767167478101328, "loss_fcos_ctr": 0.6091117523610592, "loss_fcos_loc": 0.15683982596965507, "loss_mask": 0.23160245455801487, "loss_maskiou": 0.0035553168127080426, "loss_sem_seg": 0.16455947188660502, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9041541702789038, "mask_rcnn/false_negative": 0.08508590563521498, "mask_rcnn/false_positive": 0.08999446580326974, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 25.25, "time": 0.682251981459558, "total_loss": 1.3312221697269706} {"data_time": 0.009486008435487747, "eta_seconds": 10333.610112825409, "iteration": 255079, "loss_fcos_cls": 0.17014433233998716, "loss_fcos_ctr": 0.6130968909710646, "loss_fcos_loc": 0.15052531275432557, "loss_mask": 0.23295550094917417, "loss_maskiou": 0.0037822311714990065, "loss_sem_seg": 0.17252869345247746, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9004399827199956, "mask_rcnn/false_negative": 0.09172360195673185, "mask_rcnn/false_positive": 0.11800156517679877, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 31.75, "time": 0.7126253293827176, "total_loss": 1.352299581252737} {"data_time": 0.0106214489787817, "eta_seconds": 10326.946634033695, "iteration": 255099, "loss_fcos_cls": 0.1686225205194205, "loss_fcos_ctr": 0.6113562136888504, "loss_fcos_loc": 0.14820295124081895, "loss_mask": 0.23028748808428645, "loss_maskiou": 0.003925525998056401, "loss_sem_seg": 0.1742521245032549, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9143742913832199, "mask_rcnn/false_negative": 0.056531620564119825, "mask_rcnn/false_positive": 0.10501970854289466, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 30.5, "time": 0.6923393495380878, "total_loss": 1.3183517071829556} {"data_time": 0.010098742321133614, "eta_seconds": 10305.420485696755, "iteration": 255119, "loss_fcos_cls": 0.18194583256263286, "loss_fcos_ctr": 0.6131073040887713, "loss_fcos_loc": 0.14937677583657205, "loss_mask": 0.2385690426453948, "loss_maskiou": 0.003871118649840355, "loss_sem_seg": 0.1548710778588429, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883324630903233, "mask_rcnn/false_negative": 0.11160408838158953, "mask_rcnn/false_positive": 0.13367743163245377, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.5, "time": 0.6720542600378394, "total_loss": 1.3485573787456815} {"data_time": 0.0101349838078022, "eta_seconds": 10282.062738569453, "iteration": 255139, "loss_fcos_cls": 0.1706357339862734, "loss_fcos_ctr": 0.6101623410359025, "loss_fcos_loc": 0.14401523367268965, "loss_mask": 0.2253662897273898, "loss_maskiou": 0.003828071930911392, "loss_sem_seg": 0.17717779241502285, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9165969553405778, "mask_rcnn/false_negative": 0.06980512433258855, "mask_rcnn/false_positive": 0.08387522570094946, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 24.0, "time": 0.6842426229268312, "total_loss": 1.358800239941047} {"data_time": 0.009781506843864918, "eta_seconds": 10263.186108120717, "iteration": 255159, "loss_fcos_cls": 0.17393440357409418, "loss_fcos_ctr": 0.6139714615419507, "loss_fcos_loc": 0.15097571827936918, "loss_mask": 0.24409174546599388, "loss_maskiou": 0.0040333083634322975, "loss_sem_seg": 0.15714443428441882, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9047193877551021, "mask_rcnn/false_negative": 0.0634485364619028, "mask_rcnn/false_positive": 0.13376074132769855, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 21.75, "time": 0.6802224637940526, "total_loss": 1.3436170370787295} {"data_time": 0.010092317126691341, "eta_seconds": 10243.1368867876, "iteration": 255179, "loss_fcos_cls": 0.168153902515769, "loss_fcos_ctr": 0.6116965170949697, "loss_fcos_loc": 0.1512846500845626, "loss_mask": 0.23539466643705964, "loss_maskiou": 0.003790288066738867, "loss_sem_seg": 0.16268635424785316, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9044804987536226, "mask_rcnn/false_negative": 0.07835875862374007, "mask_rcnn/false_positive": 0.10224589160000908, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 26.5, "time": 0.6838961103931069, "total_loss": 1.335799305481487} {"data_time": 0.010077248327434063, "eta_seconds": 10249.341903234832, "iteration": 255199, "loss_fcos_cls": 0.17624063417315483, "loss_fcos_ctr": 0.6106417272239923, "loss_fcos_loc": 0.14367259878781624, "loss_mask": 0.23382048541679978, "loss_maskiou": 0.0036542384750646306, "loss_sem_seg": 0.15492920955875888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.894921455424275, "mask_rcnn/false_negative": 0.0791000004832656, "mask_rcnn/false_positive": 0.1363737478486456, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 24.0, "time": 0.7097524832934141, "total_loss": 1.3318673859976116} {"data_time": 0.009708363562822342, "eta_seconds": 10235.492376982234, "iteration": 255219, "loss_fcos_cls": 0.17706426233053207, "loss_fcos_ctr": 0.6122205164283514, "loss_fcos_loc": 0.15136680356226861, "loss_mask": 0.2367665092460811, "loss_maskiou": 0.004628053444321267, "loss_sem_seg": 0.17246624547988176, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8855490212912087, "mask_rcnn/false_negative": 0.07850921448202974, "mask_rcnn/false_positive": 0.14117098306773568, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 25.5, "time": 0.6870644306764007, "total_loss": 1.3684712255271734} {"data_time": 0.010984818451106548, "eta_seconds": 10204.53230538126, "iteration": 255239, "loss_fcos_cls": 0.17086468520574272, "loss_fcos_ctr": 0.6097869696095586, "loss_fcos_loc": 0.1449105879291892, "loss_mask": 0.2330437912605703, "loss_maskiou": 0.0035463243912090547, "loss_sem_seg": 0.18252649932401255, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8985306176041845, "mask_rcnn/false_negative": 0.08988219920441225, "mask_rcnn/false_positive": 0.1001661102833045, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 23.5, "time": 0.6801405651494861, "total_loss": 1.350255475987069} {"data_time": 0.009733526036143303, "eta_seconds": 10184.33248911053, "iteration": 255259, "loss_fcos_cls": 0.1768295125802979, "loss_fcos_ctr": 0.6122755417600274, "loss_fcos_loc": 0.15515880030579865, "loss_mask": 0.25111330207437277, "loss_maskiou": 0.003899168179486878, "loss_sem_seg": 0.16769642499275506, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8710734784323495, "mask_rcnn/false_negative": 0.11888250742107725, "mask_rcnn/false_positive": 0.1387220926707529, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.5, "time": 0.6939354473724961, "total_loss": 1.386838434045785} {"data_time": 0.009827941656112671, "eta_seconds": 10170.51479358226, "iteration": 255279, "loss_fcos_cls": 0.1723343764897436, "loss_fcos_ctr": 0.6118603805080056, "loss_fcos_loc": 0.1417629700154066, "loss_mask": 0.2314261207357049, "loss_maskiou": 0.0036620295395550784, "loss_sem_seg": 0.15286126383580267, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8909942075120647, "mask_rcnn/false_negative": 0.08107845268484346, "mask_rcnn/false_positive": 0.13821420335615708, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.75, "time": 0.6996646393090487, "total_loss": 1.3106449076949502} {"data_time": 0.009674523025751114, "eta_seconds": 10153.362796871923, "iteration": 255299, "loss_fcos_cls": 0.1653019041987136, "loss_fcos_ctr": 0.6126893651671708, "loss_fcos_loc": 0.15631618059705943, "loss_mask": 0.24204748310148716, "loss_maskiou": 0.00385497571551241, "loss_sem_seg": 0.1705839722417295, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9039985633548633, "mask_rcnn/false_negative": 0.0722324782010538, "mask_rcnn/false_positive": 0.11317203963916889, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 28.75, "time": 0.6835758769884706, "total_loss": 1.3637685900866927} {"data_time": 0.009712294675409794, "eta_seconds": 10139.549637499265, "iteration": 255319, "loss_fcos_cls": 0.17894908972084522, "loss_fcos_ctr": 0.613593521527946, "loss_fcos_loc": 0.15646556508727372, "loss_mask": 0.23508104868233204, "loss_maskiou": 0.0038430328841059236, "loss_sem_seg": 0.1562650897540152, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9047016507970969, "mask_rcnn/false_negative": 0.09880869861961446, "mask_rcnn/false_positive": 0.09021186172818157, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 26.5, "time": 0.6938233068212867, "total_loss": 1.3412766587316582} {"data_time": 0.009373597800731659, "eta_seconds": 10119.156694111414, "iteration": 255339, "loss_fcos_cls": 0.1713908746605739, "loss_fcos_ctr": 0.6116664460860193, "loss_fcos_loc": 0.14445760450325906, "loss_mask": 0.21981175057590008, "loss_maskiou": 0.0036905695815221407, "loss_sem_seg": 0.15241488511674106, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8994339923469388, "mask_rcnn/false_negative": 0.08657961594450225, "mask_rcnn/false_positive": 0.11809978548557815, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 29.75, "time": 0.6892940327525139, "total_loss": 1.3023171939348686} {"data_time": 0.010439494624733925, "eta_seconds": 10106.652586797252, "iteration": 255359, "loss_fcos_cls": 0.1832083995686844, "loss_fcos_ctr": 0.6147226267494261, "loss_fcos_loc": 0.16089878464117646, "loss_mask": 0.24442306626588106, "loss_maskiou": 0.00425956536855665, "loss_sem_seg": 0.1710136889014393, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8955168130760369, "mask_rcnn/false_negative": 0.07875199022858938, "mask_rcnn/false_positive": 0.1118115298012563, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 32.0, "time": 0.7065513655543327, "total_loss": 1.3916366838784597} {"data_time": 0.01101730391383171, "eta_seconds": 10101.426315940917, "iteration": 255379, "loss_fcos_cls": 0.17730825894977897, "loss_fcos_ctr": 0.6158810160122812, "loss_fcos_loc": 0.1603726465255022, "loss_mask": 0.23767914157360792, "loss_maskiou": 0.00410096962514217, "loss_sem_seg": 0.16711722256150097, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908540955734834, "mask_rcnn/false_negative": 0.0807405424022894, "mask_rcnn/false_positive": 0.13651277122326966, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.5, "time": 0.6949690664187074, "total_loss": 1.36377956739625} {"data_time": 0.009959175251424313, "eta_seconds": 10087.608620412648, "iteration": 255399, "loss_fcos_cls": 0.1679025231860578, "loss_fcos_ctr": 0.6129089221358299, "loss_fcos_loc": 0.14687119121663272, "loss_mask": 0.224499664735049, "loss_maskiou": 0.003612966655055061, "loss_sem_seg": 0.14766498398967087, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9241349139553362, "mask_rcnn/false_negative": 0.07747534681224064, "mask_rcnn/false_positive": 0.09270962524881264, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 29.5, "time": 0.6762803625315428, "total_loss": 1.3243465370105696} {"data_time": 0.010023732669651508, "eta_seconds": 10063.939960223623, "iteration": 255419, "loss_fcos_cls": 0.16784257371909916, "loss_fcos_ctr": 0.6119040828198195, "loss_fcos_loc": 0.14746948366519064, "loss_mask": 0.24034065613523126, "loss_maskiou": 0.0040189738901972305, "loss_sem_seg": 0.17998869461007416, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914399092970522, "mask_rcnn/false_negative": 0.09218415108388109, "mask_rcnn/false_positive": 0.12260032088867154, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 31.75, "time": 0.6830747798085213, "total_loss": 1.347338498577301} {"data_time": 0.010533817112445831, "eta_seconds": 10035.073845028877, "iteration": 255439, "loss_fcos_cls": 0.17333624605089426, "loss_fcos_ctr": 0.6121757356449962, "loss_fcos_loc": 0.1546356226899661, "loss_mask": 0.23998653190210462, "loss_maskiou": 0.004049853718242957, "loss_sem_seg": 0.17274908861145377, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9004490792905251, "mask_rcnn/false_negative": 0.07836156738135781, "mask_rcnn/false_positive": 0.11580081064241772, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 33.0, "time": 0.6649918425828218, "total_loss": 1.3569879389106063} {"data_time": 0.009965426288545132, "eta_seconds": 10024.925512173213, "iteration": 255459, "loss_fcos_cls": 0.17389570688828826, "loss_fcos_ctr": 0.6156576611101627, "loss_fcos_loc": 0.15410069737117738, "loss_mask": 0.2389436038210988, "loss_maskiou": 0.0042013171696453355, "loss_sem_seg": 0.17549734795466065, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9080444677871149, "mask_rcnn/false_negative": 0.06890446135770584, "mask_rcnn/false_positive": 0.11782472379147597, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 28.0, "time": 0.7128464803099632, "total_loss": 1.3574882866014377} {"data_time": 0.010351232253015041, "eta_seconds": 10007.506854176521, "iteration": 255479, "loss_fcos_cls": 0.1736949859187007, "loss_fcos_ctr": 0.6101410947740078, "loss_fcos_loc": 0.1620675468875561, "loss_mask": 0.24030685401521623, "loss_maskiou": 0.004152403533225879, "loss_sem_seg": 0.1490490846335888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8760235618972865, "mask_rcnn/false_negative": 0.09999128944341723, "mask_rcnn/false_positive": 0.1475185303652739, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.0, "time": 0.682907179929316, "total_loss": 1.3468178094917675} {"data_time": 0.010393082164227962, "eta_seconds": 9993.723358750343, "iteration": 255499, "loss_fcos_cls": 0.1803153718356043, "loss_fcos_ctr": 0.610462068580091, "loss_fcos_loc": 0.14917543879710138, "loss_mask": 0.23342092288658023, "loss_maskiou": 0.003913920234481338, "loss_sem_seg": 0.14868873462546617, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8713643763426424, "mask_rcnn/false_negative": 0.09708752641601259, "mask_rcnn/false_positive": 0.15634518074155618, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 33.75, "time": 0.6838567331433296, "total_loss": 1.3259463281419812} {"data_time": 0.010503322817385197, "eta_seconds": 9964.655862313695, "iteration": 255519, "loss_fcos_cls": 0.1677482669474557, "loss_fcos_ctr": 0.6125994138419628, "loss_fcos_loc": 0.15294345607981086, "loss_mask": 0.22670966386795044, "loss_maskiou": 0.003606083435442997, "loss_sem_seg": 0.16282020462676883, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9073736139654925, "mask_rcnn/false_negative": 0.06164987500189269, "mask_rcnn/false_positive": 0.11501290033815056, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 23.25, "time": 0.668818517588079, "total_loss": 1.3127941147467936} {"data_time": 0.009400133043527603, "eta_seconds": 9948.785123514012, "iteration": 255539, "loss_fcos_cls": 0.1727617351571098, "loss_fcos_ctr": 0.6138456603512168, "loss_fcos_loc": 0.1547071577515453, "loss_mask": 0.23034594394266605, "loss_maskiou": 0.004355912773462478, "loss_sem_seg": 0.1607205541804433, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8770600853977955, "mask_rcnn/false_negative": 0.08927235305538339, "mask_rcnn/false_positive": 0.1292731054071073, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.25, "time": 0.6931520719081163, "total_loss": 1.350635404305649} {"data_time": 0.010901887901127338, "eta_seconds": 9933.847056732513, "iteration": 255559, "loss_fcos_cls": 0.17232510331086814, "loss_fcos_ctr": 0.6133835799992085, "loss_fcos_loc": 0.15631145692896098, "loss_mask": 0.24329916993156075, "loss_maskiou": 0.0037056432993267663, "loss_sem_seg": 0.16129123559221625, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8837734653978894, "mask_rcnn/false_negative": 0.093895314854263, "mask_rcnn/false_positive": 0.15113878351662396, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 25.75, "time": 0.6777726113796234, "total_loss": 1.346850198271568} {"data_time": 0.010260074399411678, "eta_seconds": 9916.376355257817, "iteration": 255579, "loss_fcos_cls": 0.16441515210317448, "loss_fcos_ctr": 0.609892031410709, "loss_fcos_loc": 0.14612441258213948, "loss_mask": 0.22433946002274752, "loss_maskiou": 0.003529916521074483, "loss_sem_seg": 0.15197770344093442, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9024485993866718, "mask_rcnn/false_negative": 0.07309600327977402, "mask_rcnn/false_positive": 0.11963052990701648, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 27.5, "time": 0.6753159482032061, "total_loss": 1.3026166959680268} {"data_time": 0.010089855641126633, "eta_seconds": 9905.152145762928, "iteration": 255599, "loss_fcos_cls": 0.1798726903507486, "loss_fcos_ctr": 0.6165165342390537, "loss_fcos_loc": 0.15653047722298652, "loss_mask": 0.24809763859957457, "loss_maskiou": 0.003725311042217072, "loss_sem_seg": 0.15114370652008802, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880881519274377, "mask_rcnn/false_negative": 0.09304762274725104, "mask_rcnn/false_positive": 0.12472076979926489, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 32.0, "time": 0.694604798220098, "total_loss": 1.335341546939162} {"data_time": 0.0103797921910882, "eta_seconds": 9895.843930386938, "iteration": 255619, "loss_fcos_cls": 0.17557731812121347, "loss_fcos_ctr": 0.6118081929162145, "loss_fcos_loc": 0.14271754946094006, "loss_mask": 0.23109579272568226, "loss_maskiou": 0.00393191893454059, "loss_sem_seg": 0.1623784122057259, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8917947771213748, "mask_rcnn/false_negative": 0.09186739421219, "mask_rcnn/false_positive": 0.11549185408212718, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 24.5, "time": 0.6937815612182021, "total_loss": 1.334043106995523} {"data_time": 0.009967511519789696, "eta_seconds": 9877.639744830318, "iteration": 255639, "loss_fcos_cls": 0.17327865376137197, "loss_fcos_ctr": 0.6110536712221801, "loss_fcos_loc": 0.1581787191098556, "loss_mask": 0.23601445276290178, "loss_maskiou": 0.004336031761340564, "loss_sem_seg": 0.16690216842107475, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9048326585834741, "mask_rcnn/false_negative": 0.07800108327445948, "mask_rcnn/false_positive": 0.09455282296291945, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.75, "time": 0.6764750936999917, "total_loss": 1.3401139490615606} {"data_time": 0.009680288843810558, "eta_seconds": 9863.883544364013, "iteration": 255659, "loss_fcos_cls": 0.18091999040916562, "loss_fcos_ctr": 0.6170041309669614, "loss_fcos_loc": 0.15888861543498933, "loss_mask": 0.23665433749556541, "loss_maskiou": 0.004039969739096705, "loss_sem_seg": 0.13692786823958158, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8738880603689647, "mask_rcnn/false_negative": 0.10845381026681736, "mask_rcnn/false_positive": 0.11937817999987654, "roi_head/num_bg_samples": 39.25, "roi_head/num_fg_samples": 28.75, "time": 0.6708699502050877, "total_loss": 1.3494474516774062} {"data_time": 0.010880419984459877, "eta_seconds": 9842.463006434962, "iteration": 255679, "loss_fcos_cls": 0.1560165361734107, "loss_fcos_ctr": 0.6092779645696282, "loss_fcos_loc": 0.1382713990751654, "loss_mask": 0.2162001715041697, "loss_maskiou": 0.0035810132433198305, "loss_sem_seg": 0.17394413938745856, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9152430858707119, "mask_rcnn/false_negative": 0.08971912264164034, "mask_rcnn/false_positive": 0.09448924200691272, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 27.75, "time": 0.6653784280642867, "total_loss": 1.289748549296064} {"data_time": 0.009573524817824364, "eta_seconds": 9831.297223205678, "iteration": 255699, "loss_fcos_cls": 0.1691252593882382, "loss_fcos_ctr": 0.6145444037392735, "loss_fcos_loc": 0.15816662937868387, "loss_mask": 0.23487496143206954, "loss_maskiou": 0.003913830383680761, "loss_sem_seg": 0.18577305553480983, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8985297159404302, "mask_rcnn/false_negative": 0.09121005004917075, "mask_rcnn/false_positive": 0.132161467407522, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.75, "time": 0.7010603863745928, "total_loss": 1.3454434603481786} {"data_time": 0.009358542039990425, "eta_seconds": 9820.10753272567, "iteration": 255719, "loss_fcos_cls": 0.17864482442382723, "loss_fcos_ctr": 0.6104569230228662, "loss_fcos_loc": 0.15318885125452653, "loss_mask": 0.22653899248689413, "loss_maskiou": 0.0036533507518470287, "loss_sem_seg": 0.1720481642987579, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9159943892086748, "mask_rcnn/false_negative": 0.06508106024646523, "mask_rcnn/false_positive": 0.11967876279239195, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.0, "time": 0.7135984916239977, "total_loss": 1.3449785558495932} {"data_time": 0.009449686855077744, "eta_seconds": 9803.799014064483, "iteration": 255739, "loss_fcos_cls": 0.17622709146235138, "loss_fcos_ctr": 0.6112865442410111, "loss_fcos_loc": 0.15831004234496504, "loss_mask": 0.23333336878567934, "loss_maskiou": 0.004074905933521222, "loss_sem_seg": 0.17275339015759528, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891815176774935, "mask_rcnn/false_negative": 0.0989017609871217, "mask_rcnn/false_positive": 0.1123555477475139, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 27.25, "time": 0.6888045538216829, "total_loss": 1.3615038845455274} {"data_time": 0.010178226977586746, "eta_seconds": 9795.102542032488, "iteration": 255759, "loss_fcos_cls": 0.16941380489151925, "loss_fcos_ctr": 0.6139923892915249, "loss_fcos_loc": 0.14720098802354187, "loss_mask": 0.23521855846047401, "loss_maskiou": 0.004017497740278486, "loss_sem_seg": 0.15928222599904984, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.909972567794241, "mask_rcnn/false_negative": 0.08278803945520868, "mask_rcnn/false_positive": 0.08890370179740334, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 21.0, "time": 0.6754992054775357, "total_loss": 1.32321221804159} {"data_time": 0.009226669557392597, "eta_seconds": 9772.97268812079, "iteration": 255779, "loss_fcos_cls": 0.16746082424651831, "loss_fcos_ctr": 0.6126294899731874, "loss_fcos_loc": 0.14336156751960516, "loss_mask": 0.2367103141732514, "loss_maskiou": 0.004538557634077733, "loss_sem_seg": 0.16480038198642433, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9038743622448979, "mask_rcnn/false_negative": 0.09585546513639429, "mask_rcnn/false_positive": 0.10706233304788987, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 24.75, "time": 0.6764520490542054, "total_loss": 1.3334022134076804} {"data_time": 0.01131710596382618, "eta_seconds": 9762.551700352691, "iteration": 255799, "loss_fcos_cls": 0.17518035625107586, "loss_fcos_ctr": 0.6123186899349093, "loss_fcos_loc": 0.15068274911027402, "loss_mask": 0.23773362347856164, "loss_maskiou": 0.0041443423251621425, "loss_sem_seg": 0.17146848537959158, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8884547430083145, "mask_rcnn/false_negative": 0.09258466492104103, "mask_rcnn/false_positive": 0.13764418276913193, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 30.75, "time": 0.6946512516587973, "total_loss": 1.3425976039252419} {"data_time": 0.011297025717794895, "eta_seconds": 9739.534299060702, "iteration": 255819, "loss_fcos_cls": 0.1780630936846137, "loss_fcos_ctr": 0.6101504606194794, "loss_fcos_loc": 0.14769676426658407, "loss_mask": 0.22847879212349653, "loss_maskiou": 0.0037110470948391594, "loss_sem_seg": 0.16673819883726537, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8997019022246477, "mask_rcnn/false_negative": 0.09216057831438379, "mask_rcnn/false_positive": 0.12175525347535707, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 21.0, "time": 0.6849371334537864, "total_loss": 1.3215220080091967} {"data_time": 0.01038525253534317, "eta_seconds": 9728.6126303114, "iteration": 255839, "loss_fcos_cls": 0.1784578216029331, "loss_fcos_ctr": 0.6138461735099554, "loss_fcos_loc": 0.15913434280082583, "loss_mask": 0.23135657142847776, "loss_maskiou": 0.0038250605066423304, "loss_sem_seg": 0.15844813268631697, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.891573196739013, "mask_rcnn/false_negative": 0.093580395118465, "mask_rcnn/false_positive": 0.10401654351339013, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.75, "time": 0.7131798444315791, "total_loss": 1.3739633126242552} {"data_time": 0.010494002141058445, "eta_seconds": 9714.872622359544, "iteration": 255859, "loss_fcos_cls": 0.1767414074856788, "loss_fcos_ctr": 0.6107106963172555, "loss_fcos_loc": 0.14149273303337395, "loss_mask": 0.2244560681283474, "loss_maskiou": 0.0037930720809526974, "loss_sem_seg": 0.15600525145418942, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9000062988158226, "mask_rcnn/false_negative": 0.09162492587063337, "mask_rcnn/false_positive": 0.10205806391989927, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.25, "time": 0.6843834863975644, "total_loss": 1.3282583636027994} {"data_time": 0.009781736880540848, "eta_seconds": 9701.132614407688, "iteration": 255879, "loss_fcos_cls": 0.17550549271982163, "loss_fcos_ctr": 0.6125666159205139, "loss_fcos_loc": 0.156109600327909, "loss_mask": 0.2232282110489905, "loss_maskiou": 0.004602981429343345, "loss_sem_seg": 0.16651737526990473, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970656257008298, "mask_rcnn/false_negative": 0.09347140958741766, "mask_rcnn/false_positive": 0.1139573253510724, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.5, "time": 0.6939839208498597, "total_loss": 1.325116801977856} {"data_time": 0.009860416874289513, "eta_seconds": 9690.506144096144, "iteration": 255899, "loss_fcos_cls": 0.17444950598292053, "loss_fcos_ctr": 0.6123188361525536, "loss_fcos_loc": 0.14699507417390123, "loss_mask": 0.22551539493724704, "loss_maskiou": 0.00373782440146897, "loss_sem_seg": 0.1638945045415312, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9107020473434577, "mask_rcnn/false_negative": 0.0606300558092325, "mask_rcnn/false_positive": 0.11696300910281043, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 24.25, "time": 0.6892967326566577, "total_loss": 1.3551791885802231} {"data_time": 0.010276691988110542, "eta_seconds": 9677.51704445295, "iteration": 255919, "loss_fcos_cls": 0.1731511950492859, "loss_fcos_ctr": 0.613530290313065, "loss_fcos_loc": 0.14792175317415968, "loss_mask": 0.232927649281919, "loss_maskiou": 0.004033260134747252, "loss_sem_seg": 0.15492374548921362, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.892834595959596, "mask_rcnn/false_negative": 0.08754906823796313, "mask_rcnn/false_positive": 0.1239120055741504, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.25, "time": 0.6798531850799918, "total_loss": 1.3264843187644146} {"data_time": 0.01034478284418583, "eta_seconds": 9663.771547621116, "iteration": 255939, "loss_fcos_cls": 0.16644533484941348, "loss_fcos_ctr": 0.6112589295953512, "loss_fcos_loc": 0.14531903166789562, "loss_mask": 0.22638261318206787, "loss_maskiou": 0.0034219235240016133, "loss_sem_seg": 0.1463665240444243, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9003336660751258, "mask_rcnn/false_negative": 0.10177723408459578, "mask_rcnn/false_positive": 0.09766795039811121, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 25.75, "time": 0.6908684754744172, "total_loss": 1.2995222428980924} {"data_time": 0.009856339544057846, "eta_seconds": 9655.075265527703, "iteration": 255959, "loss_fcos_cls": 0.17591679218458012, "loss_fcos_ctr": 0.6129095079377294, "loss_fcos_loc": 0.15929397847503424, "loss_mask": 0.24327170848846436, "loss_maskiou": 0.00445426709484309, "loss_sem_seg": 0.15440453635528684, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8905926026232411, "mask_rcnn/false_negative": 0.08923579218743637, "mask_rcnn/false_positive": 0.13419333499844605, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 25.25, "time": 0.6976732825860381, "total_loss": 1.3505017589777708} {"data_time": 0.010202120058238506, "eta_seconds": 9656.822157649323, "iteration": 255979, "loss_fcos_cls": 0.17036654287949204, "loss_fcos_ctr": 0.6110908878035843, "loss_fcos_loc": 0.14845450563007034, "loss_mask": 0.22895933780819178, "loss_maskiou": 0.004503552852838766, "loss_sem_seg": 0.17290444346144795, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8837966737811458, "mask_rcnn/false_negative": 0.08944759796816829, "mask_rcnn/false_positive": 0.13051482352436514, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 34.5, "time": 0.7046188013628125, "total_loss": 1.3346286483065342} {"data_time": 0.010350704193115234, "eta_seconds": 9630.028136436827, "iteration": 255999, "loss_fcos_cls": 0.17856447550002486, "loss_fcos_ctr": 0.6097745569422841, "loss_fcos_loc": 0.154078186606057, "loss_mask": 0.23975721839815378, "loss_maskiou": 0.004084947297087638, "loss_sem_seg": 0.16346717660780996, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8996162069594471, "mask_rcnn/false_negative": 0.08644630383281018, "mask_rcnn/false_positive": 0.14771409271209085, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 25.25, "time": 0.7043697638437152, "total_loss": 1.3651763921043312} {"data_time": 0.010960306040942669, "eta_seconds": 9616.271935970522, "iteration": 256019, "loss_fcos_cls": 0.17652746621752158, "loss_fcos_ctr": 0.6104340199381113, "loss_fcos_loc": 0.1510824530851096, "loss_mask": 0.24157415935769677, "loss_maskiou": 0.003681955233332701, "loss_sem_seg": 0.16124070505611598, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8889114929467794, "mask_rcnn/false_negative": 0.09144499637855508, "mask_rcnn/false_positive": 0.11984583662849187, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.5, "time": 0.6804206063970923, "total_loss": 1.3429715722741093} {"data_time": 0.009561898186802864, "eta_seconds": 9610.807807010598, "iteration": 256039, "loss_fcos_cls": 0.18215689063072205, "loss_fcos_ctr": 0.6137267844751477, "loss_fcos_loc": 0.15432259277440608, "loss_mask": 0.23951150523498654, "loss_maskiou": 0.0040787361285765655, "loss_sem_seg": 0.14817577507346869, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8922522241161911, "mask_rcnn/false_negative": 0.08315098610323285, "mask_rcnn/false_positive": 0.12455950895920467, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.25, "time": 0.6888555083423853, "total_loss": 1.3582252928608796} {"data_time": 0.009877524338662624, "eta_seconds": 9608.921600952744, "iteration": 256059, "loss_fcos_cls": 0.1696739963372238, "loss_fcos_ctr": 0.6128928791731596, "loss_fcos_loc": 0.15583864867221564, "loss_mask": 0.22820985643193126, "loss_maskiou": 0.003783573476539459, "loss_sem_seg": 0.153272264637053, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9152196255860834, "mask_rcnn/false_negative": 0.09322425653575372, "mask_rcnn/false_positive": 0.09430108593939691, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.0, "time": 0.7104951301589608, "total_loss": 1.3352405680489028} {"data_time": 0.010556305758655071, "eta_seconds": 9573.848508331925, "iteration": 256079, "loss_fcos_cls": 0.16780168551485986, "loss_fcos_ctr": 0.6121195200830698, "loss_fcos_loc": 0.15463219734374434, "loss_mask": 0.23436904419213533, "loss_maskiou": 0.0037200821461738087, "loss_sem_seg": 0.15305183036252856, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8984207294028723, "mask_rcnn/false_negative": 0.08479469877827592, "mask_rcnn/false_positive": 0.11071203872069522, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 30.25, "time": 0.6754548009485006, "total_loss": 1.3233928901026957} {"data_time": 0.010151206515729427, "eta_seconds": 9560.093966979533, "iteration": 256099, "loss_fcos_cls": 0.17538676422555, "loss_fcos_ctr": 0.6111282035708427, "loss_fcos_loc": 0.15285063401097432, "loss_mask": 0.22767205350100994, "loss_maskiou": 0.004142691243032459, "loss_sem_seg": 0.16174529277486727, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.899852072394699, "mask_rcnn/false_negative": 0.0809125692962942, "mask_rcnn/false_positive": 0.13917387750072574, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 21.75, "time": 0.6840438041836023, "total_loss": 1.3477453828018042} {"data_time": 0.0090269660577178, "eta_seconds": 9567.038736526854, "iteration": 256119, "loss_fcos_cls": 0.16684003605041653, "loss_fcos_ctr": 0.610281003639102, "loss_fcos_loc": 0.14926421997370198, "loss_mask": 0.2388280564919114, "loss_maskiou": 0.0033994830737356097, "loss_sem_seg": 0.16936743899714202, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.89200251140829, "mask_rcnn/false_negative": 0.10050477558558471, "mask_rcnn/false_positive": 0.11364712765791898, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.25, "time": 0.6903624953702092, "total_loss": 1.347267512614053} {"data_time": 0.010279265232384205, "eta_seconds": 9554.453468197025, "iteration": 256139, "loss_fcos_cls": 0.1719478436280042, "loss_fcos_ctr": 0.6103631807491183, "loss_fcos_loc": 0.1447027901886031, "loss_mask": 0.22533472534269094, "loss_maskiou": 0.00406326326992712, "loss_sem_seg": 0.14383982482831925, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9058278668610301, "mask_rcnn/false_negative": 0.09413740787229008, "mask_rcnn/false_positive": 0.10718010567661472, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.25, "time": 0.6952849486842752, "total_loss": 1.323097266456898} {"data_time": 0.011512731201946735, "eta_seconds": 9540.66737272311, "iteration": 256159, "loss_fcos_cls": 0.17094073095358908, "loss_fcos_ctr": 0.6135247489437461, "loss_fcos_loc": 0.15127339796163142, "loss_mask": 0.23240436613559723, "loss_maskiou": 0.004093436339644541, "loss_sem_seg": 0.17582411412149668, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.886514537321778, "mask_rcnn/false_negative": 0.07335281371061142, "mask_rcnn/false_positive": 0.13878331960076543, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 25.75, "time": 0.6816686000674963, "total_loss": 1.334011678409297} {"data_time": 0.009313431568443775, "eta_seconds": 9537.381725996733, "iteration": 256179, "loss_fcos_cls": 0.17538905766559765, "loss_fcos_ctr": 0.6136421384289861, "loss_fcos_loc": 0.1526160816429183, "loss_mask": 0.2298610657453537, "loss_maskiou": 0.0037222210885374807, "loss_sem_seg": 0.1525933735538274, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914000744644289, "mask_rcnn/false_negative": 0.0971726019403919, "mask_rcnn/false_positive": 0.10846448849264839, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 29.25, "time": 0.7091180216521025, "total_loss": 1.334776335139395} {"data_time": 0.009619511663913727, "eta_seconds": 9514.000110113993, "iteration": 256199, "loss_fcos_cls": 0.1787626548903063, "loss_fcos_ctr": 0.6134836319833994, "loss_fcos_loc": 0.15385082503780723, "loss_mask": 0.2432507793419063, "loss_maskiou": 0.00405277825484518, "loss_sem_seg": 0.17355063976719975, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8894337832469053, "mask_rcnn/false_negative": 0.07971234914848935, "mask_rcnn/false_positive": 0.12826046364978755, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 29.0, "time": 0.6811196645721793, "total_loss": 1.3333522959146649} {"data_time": 0.011556481942534447, "eta_seconds": 9503.978657287546, "iteration": 256219, "loss_fcos_cls": 0.18137681391090155, "loss_fcos_ctr": 0.6124896807596087, "loss_fcos_loc": 0.15767215134110302, "loss_mask": 0.23383509973064065, "loss_maskiou": 0.00401794212666573, "loss_sem_seg": 0.15928154601715505, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8747302012771282, "mask_rcnn/false_negative": 0.0882587632322521, "mask_rcnn/false_positive": 0.146535025233385, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 26.25, "time": 0.7037495672702789, "total_loss": 1.3580661732939916} {"data_time": 0.009976370260119438, "eta_seconds": 9492.423433542252, "iteration": 256239, "loss_fcos_cls": 0.17660425161011517, "loss_fcos_ctr": 0.6155173368752003, "loss_fcos_loc": 0.15393223357386887, "loss_mask": 0.23136844392865896, "loss_maskiou": 0.004151055334659759, "loss_sem_seg": 0.1374673517420888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8838509219477264, "mask_rcnn/false_negative": 0.09324145442948367, "mask_rcnn/false_positive": 0.1438589258529575, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 25.5, "time": 0.6975787207484245, "total_loss": 1.3400434290451813} {"data_time": 0.01071389764547348, "eta_seconds": 9478.627309083939, "iteration": 256259, "loss_fcos_cls": 0.17555593996075913, "loss_fcos_ctr": 0.6140769142657518, "loss_fcos_loc": 0.1562999704910908, "loss_mask": 0.2329465113580227, "loss_maskiou": 0.0039132126403274015, "loss_sem_seg": 0.15667344210669398, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8814862549497411, "mask_rcnn/false_negative": 0.07712437244203355, "mask_rcnn/false_positive": 0.11919593569534576, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 23.75, "time": 0.6881647482514381, "total_loss": 1.3425838830080465} {"data_time": 0.0093311732634902, "eta_seconds": 9471.526598021388, "iteration": 256279, "loss_fcos_cls": 0.17827127105556428, "loss_fcos_ctr": 0.6155496397987008, "loss_fcos_loc": 0.1564301699399948, "loss_mask": 0.22654887288808823, "loss_maskiou": 0.003673514409456402, "loss_sem_seg": 0.1738269239431247, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8987509913795337, "mask_rcnn/false_negative": 0.09526238522954622, "mask_rcnn/false_positive": 0.11272628849952243, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 21.5, "time": 0.719359920360148, "total_loss": 1.369521459491807} {"data_time": 0.009373745881021023, "eta_seconds": 9453.405252325349, "iteration": 256299, "loss_fcos_cls": 0.1704777889244724, "loss_fcos_ctr": 0.6118507049977779, "loss_fcos_loc": 0.15079405439610127, "loss_mask": 0.2374391364865005, "loss_maskiou": 0.0038569944590562955, "loss_sem_seg": 0.1520804741885513, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8944988007488008, "mask_rcnn/false_negative": 0.09365699979075562, "mask_rcnn/false_positive": 0.11805466416567414, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.0, "time": 0.6814161296933889, "total_loss": 1.3322784436240909} {"data_time": 0.010796253569424152, "eta_seconds": 9432.379254609346, "iteration": 256319, "loss_fcos_cls": 0.17807336110854521, "loss_fcos_ctr": 0.6130331330932677, "loss_fcos_loc": 0.14560831102426164, "loss_mask": 0.23184240516275167, "loss_maskiou": 0.003750867905182531, "loss_sem_seg": 0.17115319473668933, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9123641304347826, "mask_rcnn/false_negative": 0.07776041221329005, "mask_rcnn/false_positive": 0.11240499835084856, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 23.75, "time": 0.6876885835081339, "total_loss": 1.3335169274942018} {"data_time": 0.011247027665376663, "eta_seconds": 9418.590234428644, "iteration": 256339, "loss_fcos_cls": 0.17140749405371025, "loss_fcos_ctr": 0.6126845125108957, "loss_fcos_loc": 0.14827942627016455, "loss_mask": 0.23059359239414334, "loss_maskiou": 0.003905397570633795, "loss_sem_seg": 0.15923002740601078, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.913971381235421, "mask_rcnn/false_negative": 0.06858568836228482, "mask_rcnn/false_positive": 0.11063380265667155, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.25, "time": 0.6888693794608116, "total_loss": 1.3152949308641837} {"data_time": 0.010533897206187248, "eta_seconds": 9402.144721224904, "iteration": 256359, "loss_fcos_cls": 0.16843668720684946, "loss_fcos_ctr": 0.6129047046415508, "loss_fcos_loc": 0.1572343519073911, "loss_mask": 0.23193411715328693, "loss_maskiou": 0.003841487696263357, "loss_sem_seg": 0.1647146800532937, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8999905517762661, "mask_rcnn/false_negative": 0.09284684617008986, "mask_rcnn/false_positive": 0.10786667418296998, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 29.75, "time": 0.6977451676502824, "total_loss": 1.3319074239843758} {"data_time": 0.010278448462486267, "eta_seconds": 9388.359595909715, "iteration": 256379, "loss_fcos_cls": 0.16673519264440984, "loss_fcos_ctr": 0.6125406781211495, "loss_fcos_loc": 0.14524474635254592, "loss_mask": 0.2387137608602643, "loss_maskiou": 0.0039760598046996165, "loss_sem_seg": 0.15302077075466514, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8919173919567827, "mask_rcnn/false_negative": 0.10116691971945554, "mask_rcnn/false_positive": 0.11009915214928326, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.25, "time": 0.6928979624062777, "total_loss": 1.348677182359097} {"data_time": 0.011348595842719078, "eta_seconds": 9373.533642581664, "iteration": 256399, "loss_fcos_cls": 0.15928389108739793, "loss_fcos_ctr": 0.6095741651952267, "loss_fcos_loc": 0.13603387074545026, "loss_mask": 0.21957111591473222, "loss_maskiou": 0.003906480684236158, "loss_sem_seg": 0.17292390612419695, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.905274495250563, "mask_rcnn/false_negative": 0.08278148537177349, "mask_rcnn/false_positive": 0.11608622126925461, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 21.25, "time": 0.6696209432557225, "total_loss": 1.3083233542201924} {"data_time": 0.010313999839127064, "eta_seconds": 9363.434153705835, "iteration": 256419, "loss_fcos_cls": 0.17022955475840718, "loss_fcos_ctr": 0.6127304979600012, "loss_fcos_loc": 0.1513822382548824, "loss_mask": 0.2320915712043643, "loss_maskiou": 0.004294383639717125, "loss_sem_seg": 0.1825041677802801, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881720957613815, "mask_rcnn/false_negative": 0.0925074625566698, "mask_rcnn/false_positive": 0.13034413565485198, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 21.75, "time": 0.7127205543220043, "total_loss": 1.3521825129791978} {"data_time": 0.010407530702650547, "eta_seconds": 9357.697871354409, "iteration": 256439, "loss_fcos_cls": 0.17814358207397163, "loss_fcos_ctr": 0.6120746126398444, "loss_fcos_loc": 0.15486361854709685, "loss_mask": 0.2533899890258908, "loss_maskiou": 0.004543923401797656, "loss_sem_seg": 0.17507811484392732, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978656462585034, "mask_rcnn/false_negative": 0.0812079223334039, "mask_rcnn/false_positive": 0.12806404043828298, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 35.25, "time": 0.7015765802934766, "total_loss": 1.3688223059652955} {"data_time": 0.009760670363903046, "eta_seconds": 9340.666064500809, "iteration": 256459, "loss_fcos_cls": 0.17254895763471723, "loss_fcos_ctr": 0.6107198460958898, "loss_fcos_loc": 0.14653301401995122, "loss_mask": 0.21836917661130428, "loss_maskiou": 0.0038046918489271775, "loss_sem_seg": 0.1521151300985366, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9029647435897435, "mask_rcnn/false_negative": 0.09066031201292211, "mask_rcnn/false_positive": 0.123344984804824, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.0, "time": 0.7065586503595114, "total_loss": 1.328165570328565} {"data_time": 0.00975212175399065, "eta_seconds": 9330.362370103598, "iteration": 256479, "loss_fcos_cls": 0.16642564116045833, "loss_fcos_ctr": 0.6113417977467179, "loss_fcos_loc": 0.14992579678073525, "loss_mask": 0.22761849826201797, "loss_maskiou": 0.0038522717732121237, "loss_sem_seg": 0.17644032323732972, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935064186965109, "mask_rcnn/false_negative": 0.09921736258204188, "mask_rcnn/false_positive": 0.11534396425681076, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 25.0, "time": 0.6814196798950434, "total_loss": 1.3552832091663731} {"data_time": 0.009970572777092457, "eta_seconds": 9316.561079710722, "iteration": 256499, "loss_fcos_cls": 0.17180093959905207, "loss_fcos_ctr": 0.6116429436951876, "loss_fcos_loc": 0.15851324587129056, "loss_mask": 0.23367513716220856, "loss_maskiou": 0.0035131747790728696, "loss_sem_seg": 0.15462861768901348, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8958187596946379, "mask_rcnn/false_negative": 0.08208165374298981, "mask_rcnn/false_positive": 0.12173694290258708, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 23.5, "time": 0.6828309614211321, "total_loss": 1.3425484604122175} {"data_time": 0.009586010128259659, "eta_seconds": 9305.855992123485, "iteration": 256519, "loss_fcos_cls": 0.17658027919242159, "loss_fcos_ctr": 0.6103668306022882, "loss_fcos_loc": 0.15333631832618266, "loss_mask": 0.24552037939429283, "loss_maskiou": 0.0038182032731128857, "loss_sem_seg": 0.17944559128955007, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8701269580061165, "mask_rcnn/false_negative": 0.10893234610496588, "mask_rcnn/false_positive": 0.1575498294176026, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 29.0, "time": 0.6901938682422042, "total_loss": 1.3624247690313496} {"data_time": 0.009510067291557789, "eta_seconds": 9292.05010829866, "iteration": 256539, "loss_fcos_cls": 0.16730755369644612, "loss_fcos_ctr": 0.6113297436386347, "loss_fcos_loc": 0.1475671103107743, "loss_mask": 0.2211289694532752, "loss_maskiou": 0.003623714714194648, "loss_sem_seg": 0.14537738368380815, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9053094864319354, "mask_rcnn/false_negative": 0.09128481002845482, "mask_rcnn/false_positive": 0.10570995408742398, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 26.75, "time": 0.6960180532187223, "total_loss": 1.3267198707580974} {"data_time": 0.009639077819883823, "eta_seconds": 9281.60836183466, "iteration": 256559, "loss_fcos_cls": 0.17033859307412058, "loss_fcos_ctr": 0.6106486413627863, "loss_fcos_loc": 0.14999694671132602, "loss_mask": 0.23060822300612926, "loss_maskiou": 0.003935448254196672, "loss_sem_seg": 0.1623580262530595, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8882600093909618, "mask_rcnn/false_negative": 0.09699589531230093, "mask_rcnn/false_positive": 0.11847406021439288, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 27.0, "time": 0.6824044594541192, "total_loss": 1.3278258948703296} {"data_time": 0.010398250073194504, "eta_seconds": 9276.878474328667, "iteration": 256579, "loss_fcos_cls": 0.16016483632847667, "loss_fcos_ctr": 0.6137907770462334, "loss_fcos_loc": 0.14895972388330847, "loss_mask": 0.2298675887286663, "loss_maskiou": 0.004247615008353023, "loss_sem_seg": 0.16296855511609465, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9168071016285302, "mask_rcnn/false_negative": 0.08719094298256141, "mask_rcnn/false_positive": 0.09955679252218663, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 26.75, "time": 0.6837584348395467, "total_loss": 1.3397699007728079} {"data_time": 0.009905393235385418, "eta_seconds": 9257.49937496055, "iteration": 256599, "loss_fcos_cls": 0.18007053493056446, "loss_fcos_ctr": 0.612585274502635, "loss_fcos_loc": 0.15164725179784, "loss_mask": 0.23914497066289186, "loss_maskiou": 0.004354404562036507, "loss_sem_seg": 0.16008536401204765, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9079311743048433, "mask_rcnn/false_negative": 0.07461424442427302, "mask_rcnn/false_positive": 0.10354192625268357, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.25, "time": 0.6806390155106783, "total_loss": 1.3537640651193215} {"data_time": 0.008500915952026844, "eta_seconds": 9243.68324276898, "iteration": 256619, "loss_fcos_cls": 0.18158653913997114, "loss_fcos_ctr": 0.614469749853015, "loss_fcos_loc": 0.15730724099557847, "loss_mask": 0.22660817159339786, "loss_maskiou": 0.00370706364265061, "loss_sem_seg": 0.1587687477003783, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007845073513276, "mask_rcnn/false_negative": 0.0798970825561914, "mask_rcnn/false_positive": 0.12406205797681853, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.25, "time": 0.6933908965438604, "total_loss": 1.344163199661125} {"data_time": 0.010101656429469585, "eta_seconds": 9229.867110577412, "iteration": 256639, "loss_fcos_cls": 0.1753864850034006, "loss_fcos_ctr": 0.6146011468954384, "loss_fcos_loc": 0.15366191358771175, "loss_mask": 0.2344626197591424, "loss_maskiou": 0.0036844899295829237, "loss_sem_seg": 0.1819327874109149, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.906998188885944, "mask_rcnn/false_negative": 0.09407276934506381, "mask_rcnn/false_positive": 0.09414525602481832, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.0, "time": 0.688631628639996, "total_loss": 1.3612591687924578} {"data_time": 0.010682947002351284, "eta_seconds": 9227.57734226156, "iteration": 256659, "loss_fcos_cls": 0.1754933788906783, "loss_fcos_ctr": 0.6129008205607533, "loss_fcos_loc": 0.1471429851371795, "loss_mask": 0.24501814786344767, "loss_maskiou": 0.0041876987379509956, "loss_sem_seg": 0.16688423557206988, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9107942049000051, "mask_rcnn/false_negative": 0.0819241653086139, "mask_rcnn/false_positive": 0.10001072806664046, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 31.0, "time": 0.7044992623850703, "total_loss": 1.3577830995855038} {"data_time": 0.010189542546868324, "eta_seconds": 9223.531996654347, "iteration": 256679, "loss_fcos_cls": 0.18394947226624936, "loss_fcos_ctr": 0.6124720191583037, "loss_fcos_loc": 0.15336276148445904, "loss_mask": 0.24018618883565068, "loss_maskiou": 0.0045330737411859445, "loss_sem_seg": 0.16187425539828837, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.874955681012382, "mask_rcnn/false_negative": 0.09042398452946841, "mask_rcnn/false_positive": 0.14739861328881512, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 31.75, "time": 0.7159101609140635, "total_loss": 1.339472207640938} {"data_time": 0.0100456727668643, "eta_seconds": 9204.172717978247, "iteration": 256699, "loss_fcos_cls": 0.1806160742416978, "loss_fcos_ctr": 0.6122488537803292, "loss_fcos_loc": 0.15329413418658078, "loss_mask": 0.23878553975373507, "loss_maskiou": 0.004163076788245235, "loss_sem_seg": 0.16240221122279763, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8937241694165892, "mask_rcnn/false_negative": 0.07291337987336938, "mask_rcnn/false_positive": 0.1142650727489657, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 26.25, "time": 0.6707955235615373, "total_loss": 1.3543122986848175} {"data_time": 0.010340477339923382, "eta_seconds": 9191.042636906728, "iteration": 256719, "loss_fcos_cls": 0.18112804205156863, "loss_fcos_ctr": 0.6132271951064467, "loss_fcos_loc": 0.1554156586062163, "loss_mask": 0.23781675565987825, "loss_maskiou": 0.0037314186774892733, "loss_sem_seg": 0.16346952924504876, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9119480798598874, "mask_rcnn/false_negative": 0.06837341388382098, "mask_rcnn/false_positive": 0.09636802396229587, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 24.25, "time": 0.7076651975512505, "total_loss": 1.3617064456720982} {"data_time": 0.01084352470934391, "eta_seconds": 9181.987674171105, "iteration": 256739, "loss_fcos_cls": 0.17045294726267457, "loss_fcos_ctr": 0.6142827291041613, "loss_fcos_loc": 0.15293353598099202, "loss_mask": 0.23515771701931953, "loss_maskiou": 0.0037183906315476634, "loss_sem_seg": 0.13971013273112476, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9027271622934888, "mask_rcnn/false_negative": 0.06759991247214538, "mask_rcnn/false_positive": 0.08980037479347469, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 21.0, "time": 0.7111900420859456, "total_loss": 1.3425370342447422} {"data_time": 0.009561915881931782, "eta_seconds": 9168.139566676691, "iteration": 256759, "loss_fcos_cls": 0.1765322155551985, "loss_fcos_ctr": 0.6141526708379388, "loss_fcos_loc": 0.15788119309581816, "loss_mask": 0.23551228689029813, "loss_maskiou": 0.0044072567179682665, "loss_sem_seg": 0.15909055422525853, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8819104564902884, "mask_rcnn/false_negative": 0.10677080930102667, "mask_rcnn/false_positive": 0.12357056687993556, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.5, "time": 0.6809401661157608, "total_loss": 1.354506795105408} {"data_time": 0.010151071473956108, "eta_seconds": 9163.595924983732, "iteration": 256779, "loss_fcos_cls": 0.17351863911608234, "loss_fcos_ctr": 0.6108343917876482, "loss_fcos_loc": 0.14390991418622434, "loss_mask": 0.2218285147100687, "loss_maskiou": 0.0038980303925200133, "loss_sem_seg": 0.16616576118394732, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8858851503130527, "mask_rcnn/false_negative": 0.09991727799152686, "mask_rcnn/false_positive": 0.12709129904678398, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 33.0, "time": 0.6840438228100538, "total_loss": 1.3169564339332283} {"data_time": 0.00963731948286295, "eta_seconds": 9150.101246091537, "iteration": 256799, "loss_fcos_cls": 0.1851181656238623, "loss_fcos_ctr": 0.6114459820091724, "loss_fcos_loc": 0.16187481372617185, "loss_mask": 0.23990959767252207, "loss_maskiou": 0.004251235623087268, "loss_sem_seg": 0.15226747503038496, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.900388513614401, "mask_rcnn/false_negative": 0.09289457389419614, "mask_rcnn/false_positive": 0.122289710508063, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 31.5, "time": 0.7111831940710545, "total_loss": 1.3580497977527557} {"data_time": 0.01030706986784935, "eta_seconds": 9130.352977961302, "iteration": 256819, "loss_fcos_cls": 0.1751830863649957, "loss_fcos_ctr": 0.616474365349859, "loss_fcos_loc": 0.1542385999346152, "loss_mask": 0.22085391357541084, "loss_maskiou": 0.0034025492350338027, "loss_sem_seg": 0.16478517651557922, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9039716430050281, "mask_rcnn/false_negative": 0.06786441867737728, "mask_rcnn/false_positive": 0.10637817123785771, "roi_head/num_bg_samples": 36.0, "roi_head/num_fg_samples": 22.75, "time": 0.6649270812049508, "total_loss": 1.354099707736168} {"data_time": 0.009303542785346508, "eta_seconds": 9112.747136699036, "iteration": 256839, "loss_fcos_cls": 0.17266820603981614, "loss_fcos_ctr": 0.6139985714107752, "loss_fcos_loc": 0.15929058229085058, "loss_mask": 0.2384759192354977, "loss_maskiou": 0.00396997411371558, "loss_sem_seg": 0.15141112904530019, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8919429763532207, "mask_rcnn/false_negative": 0.08728173433591481, "mask_rcnn/false_positive": 0.11735298464046351, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 24.0, "time": 0.7016088180243969, "total_loss": 1.3501486052082328} {"data_time": 0.010136937722563744, "eta_seconds": 9104.287632898428, "iteration": 256859, "loss_fcos_cls": 0.17738275945885107, "loss_fcos_ctr": 0.6121465796604753, "loss_fcos_loc": 0.15002155117690563, "loss_mask": 0.23266841378062963, "loss_maskiou": 0.0035706834132724907, "loss_sem_seg": 0.14817715412937105, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9004719123674314, "mask_rcnn/false_negative": 0.08339010040556563, "mask_rcnn/false_positive": 0.11887813266543307, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 21.75, "time": 0.6941481754183769, "total_loss": 1.3277843539217429} {"data_time": 0.010075295343995094, "eta_seconds": 9094.9214348495, "iteration": 256879, "loss_fcos_cls": 0.17438877827953547, "loss_fcos_ctr": 0.6124192718416452, "loss_fcos_loc": 0.15556328365346417, "loss_mask": 0.23348952736705542, "loss_maskiou": 0.004040856007122784, "loss_sem_seg": 0.1556874953676015, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929476736670823, "mask_rcnn/false_negative": 0.07814744370359408, "mask_rcnn/false_positive": 0.13056476905091285, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.25, "time": 0.7074968637898564, "total_loss": 1.340350158407091} {"data_time": 0.010059576481580734, "eta_seconds": 9081.490462713875, "iteration": 256899, "loss_fcos_cls": 0.17660194676136598, "loss_fcos_ctr": 0.6125050503760576, "loss_fcos_loc": 0.1523622375098057, "loss_mask": 0.23389254603534937, "loss_maskiou": 0.0037374204985098913, "loss_sem_seg": 0.1585396690061316, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.902615138184075, "mask_rcnn/false_negative": 0.09957325599912414, "mask_rcnn/false_positive": 0.10973187765080422, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 19.75, "time": 0.6992853861302137, "total_loss": 1.3341035875419038} {"data_time": 0.009907425381243229, "eta_seconds": 9073.322553742677, "iteration": 256919, "loss_fcos_cls": 0.16872240358497947, "loss_fcos_ctr": 0.6129182577133179, "loss_fcos_loc": 0.14794001018162817, "loss_mask": 0.22452613851055503, "loss_maskiou": 0.003877804545481922, "loss_sem_seg": 0.16778339492157102, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8991841491841492, "mask_rcnn/false_negative": 0.08943271388228055, "mask_rcnn/false_positive": 0.11038248313973492, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 31.5, "time": 0.6995240161195397, "total_loss": 1.3515122436911042} {"data_time": 0.009350648149847984, "eta_seconds": 9059.450032446533, "iteration": 256939, "loss_fcos_cls": 0.17665307549759746, "loss_fcos_ctr": 0.6120592262595892, "loss_fcos_loc": 0.149874497205019, "loss_mask": 0.24175925366580486, "loss_maskiou": 0.0038050076400395483, "loss_sem_seg": 0.14869347208878025, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.898206773695055, "mask_rcnn/false_negative": 0.10571804034823007, "mask_rcnn/false_positive": 0.12228877852929784, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 24.5, "time": 0.6788581563159823, "total_loss": 1.3540681758895516} {"data_time": 0.010451776906847954, "eta_seconds": 9046.586937781423, "iteration": 256959, "loss_fcos_cls": 0.172216976294294, "loss_fcos_ctr": 0.61280473228544, "loss_fcos_loc": 0.1552558058174327, "loss_mask": 0.2297921092249453, "loss_maskiou": 0.004249844096193556, "loss_sem_seg": 0.1624877699650824, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8697174880590535, "mask_rcnn/false_negative": 0.10172039651478684, "mask_rcnn/false_positive": 0.16373232528775214, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 36.25, "time": 0.7136713312938809, "total_loss": 1.3396961591715808} {"data_time": 0.010899649932980537, "eta_seconds": 9025.605670541525, "iteration": 256979, "loss_fcos_cls": 0.1660498216515407, "loss_fcos_ctr": 0.6119206640869379, "loss_fcos_loc": 0.15297538437880576, "loss_mask": 0.23224897682666779, "loss_maskiou": 0.004169446219748352, "loss_sem_seg": 0.15089736715890467, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8964031147370546, "mask_rcnn/false_negative": 0.09528345590643499, "mask_rcnn/false_positive": 0.11296636505566549, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 22.75, "time": 0.6630037249997258, "total_loss": 1.3420697073670453} {"data_time": 0.010220877826213837, "eta_seconds": 9011.111914432608, "iteration": 256999, "loss_fcos_cls": 0.17284912080504, "loss_fcos_ctr": 0.6107654622755945, "loss_fcos_loc": 0.15100462408736348, "loss_mask": 0.23666210239753127, "loss_maskiou": 0.003896132708177902, "loss_sem_seg": 0.15244450862519443, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9211098037406178, "mask_rcnn/false_negative": 0.06714277717500605, "mask_rcnn/false_positive": 0.08857360256128292, "roi_head/num_bg_samples": 37.5, "roi_head/num_fg_samples": 26.25, "time": 0.6864445526152849, "total_loss": 1.3136952163185924} {"data_time": 0.010292007587850094, "eta_seconds": 8997.879364818335, "iteration": 257019, "loss_fcos_cls": 0.17501071299193427, "loss_fcos_ctr": 0.6125319711863995, "loss_fcos_loc": 0.14852228143718094, "loss_mask": 0.22556591732427478, "loss_maskiou": 0.0037878949187870603, "loss_sem_seg": 0.1529784054728225, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9043558673469387, "mask_rcnn/false_negative": 0.0805019883637276, "mask_rcnn/false_positive": 0.1096123446624441, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 21.25, "time": 0.6992301028221846, "total_loss": 1.3148331793272519} {"data_time": 0.009946274571120739, "eta_seconds": 8981.392801085487, "iteration": 257039, "loss_fcos_cls": 0.17853399168234318, "loss_fcos_ctr": 0.6139226881787181, "loss_fcos_loc": 0.1620397498481907, "loss_mask": 0.24905790109187365, "loss_maskiou": 0.004044827190227807, "loss_sem_seg": 0.16542913345620036, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8877111018826135, "mask_rcnn/false_negative": 0.10398586372407517, "mask_rcnn/false_positive": 0.15819786406795522, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 21.25, "time": 0.6695957127958536, "total_loss": 1.3468503645635792} {"data_time": 0.010380755178630352, "eta_seconds": 8964.10726711154, "iteration": 257059, "loss_fcos_cls": 0.17998694104608148, "loss_fcos_ctr": 0.6160462684929371, "loss_fcos_loc": 0.15978122741216794, "loss_mask": 0.2384470533579588, "loss_maskiou": 0.0036746801604294888, "loss_sem_seg": 0.17024236265569925, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005546629709575, "mask_rcnn/false_negative": 0.1089779771681007, "mask_rcnn/false_positive": 0.12719565398218544, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.6983155068010092, "total_loss": 1.3696977846338996} {"data_time": 0.009923870675265789, "eta_seconds": 8955.663183323108, "iteration": 257079, "loss_fcos_cls": 0.17605057812761515, "loss_fcos_ctr": 0.613411134108901, "loss_fcos_loc": 0.15116323716938496, "loss_mask": 0.23183130519464612, "loss_maskiou": 0.003792258874455001, "loss_sem_seg": 0.16274999710731208, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.884135183924316, "mask_rcnn/false_negative": 0.09902602817118042, "mask_rcnn/false_positive": 0.1497055292977037, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 27.75, "time": 0.6859898455440998, "total_loss": 1.3447795487336407} {"data_time": 0.01007530465722084, "eta_seconds": 8941.801000545733, "iteration": 257099, "loss_fcos_cls": 0.17006285674870014, "loss_fcos_ctr": 0.6122691174969077, "loss_fcos_loc": 0.15599775582086295, "loss_mask": 0.23879559617489576, "loss_maskiou": 0.004282737329049269, "loss_sem_seg": 0.15113780956016853, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8781062902763214, "mask_rcnn/false_negative": 0.1017335921030095, "mask_rcnn/false_positive": 0.11594753036654842, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 29.25, "time": 0.6999030336737633, "total_loss": 1.3407576864192379} {"data_time": 0.010513910092413425, "eta_seconds": 8928.563600510359, "iteration": 257119, "loss_fcos_cls": 0.18077771074604243, "loss_fcos_ctr": 0.6105592870153487, "loss_fcos_loc": 0.15498005342669785, "loss_mask": 0.2458564299158752, "loss_maskiou": 0.003823181825282518, "loss_sem_seg": 0.13912275852635503, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8803553049956854, "mask_rcnn/false_negative": 0.09864692904278997, "mask_rcnn/false_positive": 0.14543271707967154, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 28.0, "time": 0.6965496484190226, "total_loss": 1.3456067257538962} {"data_time": 0.009691364131867886, "eta_seconds": 8914.888246628456, "iteration": 257139, "loss_fcos_cls": 0.17311136703938246, "loss_fcos_ctr": 0.6103845564648509, "loss_fcos_loc": 0.15121450962033123, "loss_mask": 0.22781518660485744, "loss_maskiou": 0.0036541118497552816, "loss_sem_seg": 0.13657047715969384, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9195552574478068, "mask_rcnn/false_negative": 0.06739607729868845, "mask_rcnn/false_positive": 0.09953288256714687, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.25, "time": 0.6984353000298142, "total_loss": 1.2977887312263192} {"data_time": 0.010544289834797382, "eta_seconds": 8907.240180065855, "iteration": 257159, "loss_fcos_cls": 0.18034246808383614, "loss_fcos_ctr": 0.6118831192143261, "loss_fcos_loc": 0.151532917865552, "loss_mask": 0.2351294094696641, "loss_maskiou": 0.00395801448939892, "loss_sem_seg": 0.16822712891735137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8953593147378263, "mask_rcnn/false_negative": 0.07432983758882254, "mask_rcnn/false_positive": 0.12595333895141672, "roi_head/num_bg_samples": 39.5, "roi_head/num_fg_samples": 19.5, "time": 0.699521909467876, "total_loss": 1.3457132813418866} {"data_time": 0.010026004165410995, "eta_seconds": 8886.70919446554, "iteration": 257179, "loss_fcos_cls": 0.17869894873001613, "loss_fcos_ctr": 0.6110486816614866, "loss_fcos_loc": 0.14731252868659794, "loss_mask": 0.23347540711984038, "loss_maskiou": 0.003502378225675784, "loss_sem_seg": 0.15582660771906376, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9160979073196946, "mask_rcnn/false_negative": 0.08439515418860297, "mask_rcnn/false_positive": 0.08850308784494341, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 32.25, "time": 0.6959960535168648, "total_loss": 1.355971676792251} {"data_time": 0.00967466738075018, "eta_seconds": 8872.846454906277, "iteration": 257199, "loss_fcos_cls": 0.1681263332720846, "loss_fcos_ctr": 0.6147112045437098, "loss_fcos_loc": 0.1455224344972521, "loss_mask": 0.2227491158992052, "loss_maskiou": 0.0036214390347595327, "loss_sem_seg": 0.1644743534270674, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9061874442399911, "mask_rcnn/false_negative": 0.07208347893186393, "mask_rcnn/false_positive": 0.11313169157418745, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.0, "time": 0.6610574321821332, "total_loss": 1.3196592172862438} {"data_time": 0.00988109689205885, "eta_seconds": 8858.627903881483, "iteration": 257219, "loss_fcos_cls": 0.17758918274194002, "loss_fcos_ctr": 0.612288286909461, "loss_fcos_loc": 0.15624113765079528, "loss_mask": 0.23272969014942646, "loss_maskiou": 0.003980385765316896, "loss_sem_seg": 0.16737804794684052, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8917187546014076, "mask_rcnn/false_negative": 0.09481738110567592, "mask_rcnn/false_positive": 0.11524118800249075, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 24.25, "time": 0.6977532664313912, "total_loss": 1.3492558107873265} {"data_time": 0.009892400354146957, "eta_seconds": 8845.120975787751, "iteration": 257239, "loss_fcos_cls": 0.18218224891461432, "loss_fcos_ctr": 0.6140417479909956, "loss_fcos_loc": 0.15657955349888653, "loss_mask": 0.2395069571211934, "loss_maskiou": 0.0039083087831386365, "loss_sem_seg": 0.16224779631011188, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8877547131657542, "mask_rcnn/false_negative": 0.09686407158236693, "mask_rcnn/false_positive": 0.12682349993314704, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 23.5, "time": 0.6955697331577539, "total_loss": 1.3703577411433798} {"data_time": 0.009600368328392506, "eta_seconds": 8833.932068905793, "iteration": 257259, "loss_fcos_cls": 0.17502015689387918, "loss_fcos_ctr": 0.6112496750429273, "loss_fcos_loc": 0.13723242213018239, "loss_mask": 0.20850058738142252, "loss_maskiou": 0.0033045770796888974, "loss_sem_seg": 0.139223073143512, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9132622691933916, "mask_rcnn/false_negative": 0.07990450195328003, "mask_rcnn/false_positive": 0.09930354487278063, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 27.0, "time": 0.6965813199058175, "total_loss": 1.2929902764590224} {"data_time": 0.010376467369496822, "eta_seconds": 8815.083544680849, "iteration": 257279, "loss_fcos_cls": 0.16716440388699993, "loss_fcos_ctr": 0.6121685104444623, "loss_fcos_loc": 0.1522051434731111, "loss_mask": 0.23883723095059395, "loss_maskiou": 0.004026052898552734, "loss_sem_seg": 0.13622532004956156, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8851976006127178, "mask_rcnn/false_negative": 0.11251025369286047, "mask_rcnn/false_positive": 0.1158352053637002, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.5, "time": 0.6910547763109207, "total_loss": 1.314642369397916} {"data_time": 0.010221777483820915, "eta_seconds": 8808.924835463054, "iteration": 257299, "loss_fcos_cls": 0.17906139948172495, "loss_fcos_ctr": 0.6154093709774315, "loss_fcos_loc": 0.1583120489376597, "loss_mask": 0.23796400846913457, "loss_maskiou": 0.004161664015555289, "loss_sem_seg": 0.15975560649530962, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9064037427645801, "mask_rcnn/false_negative": 0.08498051750038794, "mask_rcnn/false_positive": 0.1073873150531622, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 25.0, "time": 0.6943500908091664, "total_loss": 1.3783380556415068} {"data_time": 0.009497053921222687, "eta_seconds": 8798.682601310313, "iteration": 257319, "loss_fcos_cls": 0.17552644776878878, "loss_fcos_ctr": 0.6129310778342187, "loss_fcos_loc": 0.15782574814511463, "loss_mask": 0.23789050756022334, "loss_maskiou": 0.00389143121719826, "loss_sem_seg": 0.16238098056055605, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8915826210375666, "mask_rcnn/false_negative": 0.098583944610216, "mask_rcnn/false_positive": 0.13076412984981464, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.25, "time": 0.6977031715214252, "total_loss": 1.3576114807510749} {"data_time": 0.010225907899439335, "eta_seconds": 8784.805647440255, "iteration": 257339, "loss_fcos_cls": 0.17686025251168758, "loss_fcos_ctr": 0.6126609668135643, "loss_fcos_loc": 0.14522008318454027, "loss_mask": 0.21772404666990042, "loss_maskiou": 0.003230299218557775, "loss_sem_seg": 0.1600492789875716, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8790625828253379, "mask_rcnn/false_negative": 0.11140342060991945, "mask_rcnn/false_positive": 0.11194447964950839, "roi_head/num_bg_samples": 40.25, "roi_head/num_fg_samples": 19.25, "time": 0.6723577780649066, "total_loss": 1.3146936388366157} {"data_time": 0.010735700838267803, "eta_seconds": 8764.59738505911, "iteration": 257359, "loss_fcos_cls": 0.1735416166484356, "loss_fcos_ctr": 0.6154768266715109, "loss_fcos_loc": 0.15875671594403684, "loss_mask": 0.23077237140387297, "loss_maskiou": 0.003991071349446429, "loss_sem_seg": 0.17797197913751006, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9110177991651206, "mask_rcnn/false_negative": 0.0812643967568592, "mask_rcnn/false_positive": 0.11087515308553923, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 22.25, "time": 0.6771345809102058, "total_loss": 1.3651840388683922} {"data_time": 0.009705942124128342, "eta_seconds": 8753.278128937818, "iteration": 257379, "loss_fcos_cls": 0.1799645113060251, "loss_fcos_ctr": 0.614037973806262, "loss_fcos_loc": 0.15239185595419258, "loss_mask": 0.23059423454105854, "loss_maskiou": 0.003838672197161941, "loss_sem_seg": 0.17480008443817496, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8962041739237439, "mask_rcnn/false_negative": 0.09539319774313268, "mask_rcnn/false_positive": 0.10867788110557229, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 21.0, "time": 0.6892399340867996, "total_loss": 1.3689052504923893} {"data_time": 0.009059744887053967, "eta_seconds": 8736.863511520438, "iteration": 257399, "loss_fcos_cls": 0.17772936366964132, "loss_fcos_ctr": 0.6134067038074136, "loss_fcos_loc": 0.15489329968113452, "loss_mask": 0.2430979129858315, "loss_maskiou": 0.004459820819647575, "loss_sem_seg": 0.1573493672767654, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8944128787878788, "mask_rcnn/false_negative": 0.08583469458904625, "mask_rcnn/false_positive": 0.11290938050338115, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 34.5, "time": 0.6764438888058066, "total_loss": 1.349439662648365} {"data_time": 0.010051250457763672, "eta_seconds": 8710.087591283955, "iteration": 257419, "loss_fcos_cls": 0.1782158115238417, "loss_fcos_ctr": 0.6145922979339957, "loss_fcos_loc": 0.1509324637008831, "loss_mask": 0.23260526219382882, "loss_maskiou": 0.003874621710565407, "loss_sem_seg": 0.16975949867628515, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9067668015482055, "mask_rcnn/false_negative": 0.07765511265571004, "mask_rcnn/false_positive": 0.11086146877141394, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.0, "time": 0.6797991823405027, "total_loss": 1.3531287569421693} {"data_time": 0.010410861112177372, "eta_seconds": 8681.905254478566, "iteration": 257439, "loss_fcos_cls": 0.17211344768293202, "loss_fcos_ctr": 0.6116282376460731, "loss_fcos_loc": 0.14762994402553886, "loss_mask": 0.23084766790270805, "loss_maskiou": 0.0036777954155695625, "loss_sem_seg": 0.1551001271000132, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888122637668929, "mask_rcnn/false_negative": 0.09971600674579634, "mask_rcnn/false_positive": 0.12148755580092194, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.0, "time": 0.6766059575602412, "total_loss": 1.2998905197891872} {"data_time": 0.009698254987597466, "eta_seconds": 8678.02723570168, "iteration": 257459, "loss_fcos_cls": 0.18043426051735878, "loss_fcos_ctr": 0.6143731139600277, "loss_fcos_loc": 0.16333117883186787, "loss_mask": 0.24036487145349383, "loss_maskiou": 0.004097441007615998, "loss_sem_seg": 0.1886029988527298, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8860557024014425, "mask_rcnn/false_negative": 0.10171562924607204, "mask_rcnn/false_positive": 0.12514678561421147, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 28.25, "time": 0.7188244424760342, "total_loss": 1.4053796885673364} {"data_time": 0.010040761902928352, "eta_seconds": 8651.881265896372, "iteration": 257479, "loss_fcos_cls": 0.1802851577522233, "loss_fcos_ctr": 0.6112593514844775, "loss_fcos_loc": 0.14942876239365432, "loss_mask": 0.24051079829223454, "loss_maskiou": 0.003956520158681087, "loss_sem_seg": 0.14595447247847915, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8971695821185617, "mask_rcnn/false_negative": 0.061734803737829906, "mask_rcnn/false_positive": 0.1209396509035715, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 23.0, "time": 0.6722729913890362, "total_loss": 1.3411726221784193} {"data_time": 0.010486749932169914, "eta_seconds": 8633.79694352299, "iteration": 257499, "loss_fcos_cls": 0.16412301966920495, "loss_fcos_ctr": 0.609773138538003, "loss_fcos_loc": 0.14573580521391705, "loss_mask": 0.2274860772304237, "loss_maskiou": 0.003758416452910751, "loss_sem_seg": 0.1538704966660589, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9034481880309728, "mask_rcnn/false_negative": 0.06381681094687655, "mask_rcnn/false_positive": 0.1133554871519932, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 23.75, "time": 0.6706523364409804, "total_loss": 1.3108885411675146} {"data_time": 0.00917851459234953, "eta_seconds": 8621.265338752419, "iteration": 257519, "loss_fcos_cls": 0.17527886549942195, "loss_fcos_ctr": 0.6162106478586793, "loss_fcos_loc": 0.15667532908264548, "loss_mask": 0.24660637555643916, "loss_maskiou": 0.004037983118905686, "loss_sem_seg": 0.17117316997610033, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895905966553288, "mask_rcnn/false_negative": 0.08595736103848109, "mask_rcnn/false_positive": 0.11864837013438884, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 28.25, "time": 0.6942474776878953, "total_loss": 1.365632299661229} {"data_time": 0.00928000919520855, "eta_seconds": 8610.421887575649, "iteration": 257539, "loss_fcos_cls": 0.17475825687870383, "loss_fcos_ctr": 0.6140420380979776, "loss_fcos_loc": 0.15589611767791212, "loss_mask": 0.23578497604466975, "loss_maskiou": 0.0037240917699818965, "loss_sem_seg": 0.17532661906443536, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977253982193971, "mask_rcnn/false_negative": 0.07499608849187855, "mask_rcnn/false_positive": 0.1176965535472884, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 28.0, "time": 0.6972175668925047, "total_loss": 1.3626986005911021} {"data_time": 0.010465324856340885, "eta_seconds": 8591.371539945714, "iteration": 257559, "loss_fcos_cls": 0.16428485000506043, "loss_fcos_ctr": 0.6090569468215108, "loss_fcos_loc": 0.14855619688751176, "loss_mask": 0.23700666474178433, "loss_maskiou": 0.003715889004524797, "loss_sem_seg": 0.16908384021371603, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9070568343616516, "mask_rcnn/false_negative": 0.08200436571002588, "mask_rcnn/false_positive": 0.1031992843145608, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 26.75, "time": 0.6798926508054137, "total_loss": 1.3284027925146802} {"data_time": 0.009356674738228321, "eta_seconds": 8586.611596793868, "iteration": 257579, "loss_fcos_cls": 0.17530546290799975, "loss_fcos_ctr": 0.6115855816751719, "loss_fcos_loc": 0.15819162933621556, "loss_mask": 0.22662809258326888, "loss_maskiou": 0.003978534623456653, "loss_sem_seg": 0.18354941660072654, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8910254508780256, "mask_rcnn/false_negative": 0.09366339567003411, "mask_rcnn/false_positive": 0.11866713568981664, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 26.75, "time": 0.7037767414003611, "total_loss": 1.3693470322104986} {"data_time": 0.009948967956006527, "eta_seconds": 8590.726161452942, "iteration": 257599, "loss_fcos_cls": 0.1694515086710453, "loss_fcos_ctr": 0.6108151841908693, "loss_fcos_loc": 0.14679106953553855, "loss_mask": 0.23563752509653568, "loss_maskiou": 0.003767488171433797, "loss_sem_seg": 0.16251694888342172, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007979024943311, "mask_rcnn/false_negative": 0.09929446402266046, "mask_rcnn/false_positive": 0.10717470225630907, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.5, "time": 0.7052505547180772, "total_loss": 1.3151366555684945} {"data_time": 0.00984672550112009, "eta_seconds": 8576.871268845163, "iteration": 257619, "loss_fcos_cls": 0.15975691989297047, "loss_fcos_ctr": 0.609648157376796, "loss_fcos_loc": 0.14047903905157, "loss_mask": 0.22609386779367924, "loss_maskiou": 0.0035408704752626363, "loss_sem_seg": 0.1508575645275414, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8953944970845481, "mask_rcnn/false_negative": 0.10353738396564119, "mask_rcnn/false_positive": 0.11490042726127982, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.6807657778263092, "total_loss": 1.3017885501831188} {"data_time": 0.011057536117732525, "eta_seconds": 8563.016376237385, "iteration": 257639, "loss_fcos_cls": 0.17861477757105604, "loss_fcos_ctr": 0.6117812413722277, "loss_fcos_loc": 0.15027093107346445, "loss_mask": 0.23378440272063017, "loss_maskiou": 0.003611067972087767, "loss_sem_seg": 0.14997307141311467, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992196315870054, "mask_rcnn/false_negative": 0.08897038134601559, "mask_rcnn/false_positive": 0.10536517546571918, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.75, "time": 0.6820819927379489, "total_loss": 1.3188683870157547} {"data_time": 0.009025517851114273, "eta_seconds": 8549.161483629607, "iteration": 257659, "loss_fcos_cls": 0.16973815631354228, "loss_fcos_ctr": 0.6107354746200144, "loss_fcos_loc": 0.14945087890373543, "loss_mask": 0.2266590455546975, "loss_maskiou": 0.0040445852355333045, "loss_sem_seg": 0.16453678463585675, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9091487279843444, "mask_rcnn/false_negative": 0.08428213926854819, "mask_rcnn/false_positive": 0.1054756157256789, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.25, "time": 0.7033983524888754, "total_loss": 1.3472912562428974} {"data_time": 0.009876319207251072, "eta_seconds": 8521.887872776017, "iteration": 257679, "loss_fcos_cls": 0.18643308943137527, "loss_fcos_ctr": 0.6135639445856214, "loss_fcos_loc": 0.15510593843646348, "loss_mask": 0.22839207854121923, "loss_maskiou": 0.0037142259388929233, "loss_sem_seg": 0.17519057833123952, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9026819648047013, "mask_rcnn/false_negative": 0.09535614420541881, "mask_rcnn/false_positive": 0.09895293322638984, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 23.75, "time": 0.692332467995584, "total_loss": 1.3613159471897234} {"data_time": 0.01050633192062378, "eta_seconds": 8511.834803627804, "iteration": 257699, "loss_fcos_cls": 0.17182899819454178, "loss_fcos_ctr": 0.6118026180192828, "loss_fcos_loc": 0.14599269430618733, "loss_mask": 0.23609950207173824, "loss_maskiou": 0.0038943089748499915, "loss_sem_seg": 0.17175622808281332, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8909987573780678, "mask_rcnn/false_negative": 0.08726449461364774, "mask_rcnn/false_positive": 0.1185360725753487, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 22.75, "time": 0.6845823554322124, "total_loss": 1.3737436758674448} {"data_time": 0.009830771945416927, "eta_seconds": 8488.375004398637, "iteration": 257719, "loss_fcos_cls": 0.17990219197236001, "loss_fcos_ctr": 0.6136741768568754, "loss_fcos_loc": 0.1586459584068507, "loss_mask": 0.2350703035481274, "loss_maskiou": 0.0036351213420857675, "loss_sem_seg": 0.14679237350355834, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8936770215068419, "mask_rcnn/false_negative": 0.09152759500105126, "mask_rcnn/false_positive": 0.1429691763113638, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 27.75, "time": 0.6900000125169754, "total_loss": 1.330494445450313} {"data_time": 0.00991329550743103, "eta_seconds": 8466.22865915671, "iteration": 257739, "loss_fcos_cls": 0.1757896888302639, "loss_fcos_ctr": 0.6118834968656301, "loss_fcos_loc": 0.14542313711717725, "loss_mask": 0.22508814418688416, "loss_maskiou": 0.003664879336611193, "loss_sem_seg": 0.18679342395626009, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9041797025413939, "mask_rcnn/false_negative": 0.08730802355242273, "mask_rcnn/false_positive": 0.09914199944510074, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 29.25, "time": 0.6864061448723078, "total_loss": 1.3469592193796416} {"data_time": 0.00993466004729271, "eta_seconds": 8449.685795425437, "iteration": 257759, "loss_fcos_cls": 0.17468320461921394, "loss_fcos_ctr": 0.6111294226720929, "loss_fcos_loc": 0.15250077180098742, "loss_mask": 0.22773210052400827, "loss_maskiou": 0.003776344223297201, "loss_sem_seg": 0.15931983571499586, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9074457582910765, "mask_rcnn/false_negative": 0.07447474587166733, "mask_rcnn/false_positive": 0.12213213641079321, "roi_head/num_bg_samples": 40.25, "roi_head/num_fg_samples": 26.25, "time": 0.6874259486794472, "total_loss": 1.33752507976169} {"data_time": 0.00982825830578804, "eta_seconds": 8435.880247193389, "iteration": 257779, "loss_fcos_cls": 0.1778726080665365, "loss_fcos_ctr": 0.6100115552544594, "loss_fcos_loc": 0.1491055665537715, "loss_mask": 0.2322501251474023, "loss_maskiou": 0.004089411755558103, "loss_sem_seg": 0.16775268968194723, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9036058471007451, "mask_rcnn/false_negative": 0.08190478928785679, "mask_rcnn/false_positive": 0.11237572999574419, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 27.0, "time": 0.6830738177523017, "total_loss": 1.3304907666802137} {"data_time": 0.010534623637795448, "eta_seconds": 8416.86752817873, "iteration": 257799, "loss_fcos_cls": 0.176407448714599, "loss_fcos_ctr": 0.6119992081075907, "loss_fcos_loc": 0.15750747569836676, "loss_mask": 0.24187907204031944, "loss_maskiou": 0.004151065691985423, "loss_sem_seg": 0.15638371626846492, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9059239348343663, "mask_rcnn/false_negative": 0.08894292326415962, "mask_rcnn/false_positive": 0.1158696187474533, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.6894485978409648, "total_loss": 1.365650122250372} {"data_time": 0.010313918814063072, "eta_seconds": 8414.039988089353, "iteration": 257819, "loss_fcos_cls": 0.17718621878884733, "loss_fcos_ctr": 0.6138512922916561, "loss_fcos_loc": 0.15206425219366793, "loss_mask": 0.2378939795307815, "loss_maskiou": 0.00426745020376984, "loss_sem_seg": 0.15626704052556306, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8883178502312254, "mask_rcnn/false_negative": 0.09274311812487085, "mask_rcnn/false_positive": 0.13286353906488838, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 25.25, "time": 0.684411907568574, "total_loss": 1.352479300883715} {"data_time": 0.009835389442741871, "eta_seconds": 8394.463602497242, "iteration": 257839, "loss_fcos_cls": 0.17050396627746522, "loss_fcos_ctr": 0.6107678301632404, "loss_fcos_loc": 0.14541221968829632, "loss_mask": 0.229733569547534, "loss_maskiou": 0.0038238689448917285, "loss_sem_seg": 0.15761870052665472, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8861136901384188, "mask_rcnn/false_negative": 0.0894791056970575, "mask_rcnn/false_positive": 0.1158318816472526, "roi_head/num_bg_samples": 37.5, "roi_head/num_fg_samples": 26.5, "time": 0.689571637660265, "total_loss": 1.3416414230741793} {"data_time": 0.00982662197202444, "eta_seconds": 8373.351474160329, "iteration": 257859, "loss_fcos_cls": 0.16561033661128022, "loss_fcos_ctr": 0.6135442107915878, "loss_fcos_loc": 0.15637684671673924, "loss_mask": 0.2557435678318143, "loss_maskiou": 0.0045182603935245425, "loss_sem_seg": 0.18157444754615426, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899296164248832, "mask_rcnn/false_negative": 0.10354209596056682, "mask_rcnn/false_positive": 0.11839598820238872, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 26.25, "time": 0.686262727715075, "total_loss": 1.3762564861531246} {"data_time": 0.00981724914163351, "eta_seconds": 8352.528191436082, "iteration": 257879, "loss_fcos_cls": 0.17069966543931514, "loss_fcos_ctr": 0.6103930240496993, "loss_fcos_loc": 0.14994442876195535, "loss_mask": 0.2252164026722312, "loss_maskiou": 0.0038659660422126763, "loss_sem_seg": 0.1782612058450468, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929300644676474, "mask_rcnn/false_negative": 0.08759521710965057, "mask_rcnn/false_positive": 0.11934069023783575, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 36.5, "time": 0.6802314529195428, "total_loss": 1.328223950080428} {"data_time": 0.010270318947732449, "eta_seconds": 8338.74627873674, "iteration": 257899, "loss_fcos_cls": 0.1698719458654523, "loss_fcos_ctr": 0.611933765001595, "loss_fcos_loc": 0.15140982542652637, "loss_mask": 0.2374899946153164, "loss_maskiou": 0.0036116681367275305, "loss_sem_seg": 0.15958415111526847, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005964679827976, "mask_rcnn/false_negative": 0.08372223409021351, "mask_rcnn/false_positive": 0.11707013751364727, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.75, "time": 0.6970508238300681, "total_loss": 1.3372071914673143} {"data_time": 0.011302432045340538, "eta_seconds": 8322.020135005005, "iteration": 257919, "loss_fcos_cls": 0.17326369258807972, "loss_fcos_ctr": 0.6143672792240977, "loss_fcos_loc": 0.14789375918917358, "loss_mask": 0.23993529472500086, "loss_maskiou": 0.004161735194429639, "loss_sem_seg": 0.16297125746496022, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8964407191448007, "mask_rcnn/false_negative": 0.105313564450984, "mask_rcnn/false_positive": 0.09935033938051996, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.0, "time": 0.6908195512369275, "total_loss": 1.3519597251943196} {"data_time": 0.010461672209203243, "eta_seconds": 8308.243096456863, "iteration": 257939, "loss_fcos_cls": 0.16593535733409226, "loss_fcos_ctr": 0.6139253964647651, "loss_fcos_loc": 0.14779569522943348, "loss_mask": 0.23261033976450562, "loss_maskiou": 0.004213093150610803, "loss_sem_seg": 0.14569037989713252, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9043268299554508, "mask_rcnn/false_negative": 0.08799215753815309, "mask_rcnn/false_positive": 0.11046712195094696, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 31.0, "time": 0.6753522260114551, "total_loss": 1.3022765019386497} {"data_time": 0.011054486967623234, "eta_seconds": 8290.178509715945, "iteration": 257959, "loss_fcos_cls": 0.1779132328229025, "loss_fcos_ctr": 0.6121874889358878, "loss_fcos_loc": 0.14651098352624103, "loss_mask": 0.2230829643085599, "loss_maskiou": 0.0039322180273302365, "loss_sem_seg": 0.16318869264796376, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9084141853462697, "mask_rcnn/false_negative": 0.10144327154167407, "mask_rcnn/false_positive": 0.08622491481258135, "roi_head/num_bg_samples": 39.25, "roi_head/num_fg_samples": 26.5, "time": 0.6833843803033233, "total_loss": 1.3122796927891613} {"data_time": 0.010683367028832436, "eta_seconds": 8279.076956000179, "iteration": 257979, "loss_fcos_cls": 0.1791703695198521, "loss_fcos_ctr": 0.6131535600870848, "loss_fcos_loc": 0.15463903167983517, "loss_mask": 0.24295497592538595, "loss_maskiou": 0.004368901769339573, "loss_sem_seg": 0.1747439126484096, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8850156100428401, "mask_rcnn/false_negative": 0.09141259279290331, "mask_rcnn/false_positive": 0.14554749247202262, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 30.25, "time": 0.6849673269316554, "total_loss": 1.3665616264624987} {"data_time": 0.010529973544180393, "eta_seconds": 8267.850686900318, "iteration": 257999, "loss_fcos_cls": 0.17642469878774136, "loss_fcos_ctr": 0.6132910866290331, "loss_fcos_loc": 0.16197012877091765, "loss_mask": 0.24299907684326172, "loss_maskiou": 0.00407526281196624, "loss_sem_seg": 0.16166164237074554, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8860386948146606, "mask_rcnn/false_negative": 0.11353892917439644, "mask_rcnn/false_positive": 0.11999188721880576, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 22.75, "time": 0.7067677089944482, "total_loss": 1.3562019167438848} {"data_time": 0.009469430893659592, "eta_seconds": 8254.942923800088, "iteration": 258019, "loss_fcos_cls": 0.1808572020381689, "loss_fcos_ctr": 0.613153662532568, "loss_fcos_loc": 0.15684664342552423, "loss_mask": 0.2475922917947173, "loss_maskiou": 0.004291420758818276, "loss_sem_seg": 0.1650518379174173, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8975789490655812, "mask_rcnn/false_negative": 0.09283381637695917, "mask_rcnn/false_positive": 0.09731840726886401, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 21.75, "time": 0.7333580637350678, "total_loss": 1.369221704386291} {"data_time": 0.00902913510799408, "eta_seconds": 8248.148757034913, "iteration": 258039, "loss_fcos_cls": 0.1827720778528601, "loss_fcos_ctr": 0.6116167511790991, "loss_fcos_loc": 0.1520998610649258, "loss_mask": 0.22400871897116303, "loss_maskiou": 0.0034573132725199685, "loss_sem_seg": 0.1716555366292596, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977492394473316, "mask_rcnn/false_negative": 0.08856515697401718, "mask_rcnn/false_positive": 0.11702784928813817, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 24.75, "time": 0.700358142144978, "total_loss": 1.3556527030705183} {"data_time": 0.010943193919956684, "eta_seconds": 8228.700684384443, "iteration": 258059, "loss_fcos_cls": 0.17713128884497564, "loss_fcos_ctr": 0.613925221376121, "loss_fcos_loc": 0.15463357942644507, "loss_mask": 0.23988562589511275, "loss_maskiou": 0.004401002941449406, "loss_sem_seg": 0.13784918072633445, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8981103786399047, "mask_rcnn/false_negative": 0.08419279770406113, "mask_rcnn/false_positive": 0.11764174971506813, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 24.75, "time": 0.6721263881772757, "total_loss": 1.343373047428031} {"data_time": 0.010155380703508854, "eta_seconds": 8217.61376935523, "iteration": 258079, "loss_fcos_cls": 0.1725949050160125, "loss_fcos_ctr": 0.6111116092652082, "loss_fcos_loc": 0.14543523953761905, "loss_mask": 0.23094430565834045, "loss_maskiou": 0.0037629992584697902, "loss_sem_seg": 0.1572698939125985, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8999559992761407, "mask_rcnn/false_negative": 0.09078327607010901, "mask_rcnn/false_positive": 0.14317280536864518, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.75, "time": 0.682136096060276, "total_loss": 1.3512513885216322} {"data_time": 0.00941302627325058, "eta_seconds": 8206.773543806747, "iteration": 258099, "loss_fcos_cls": 0.16685118130408227, "loss_fcos_ctr": 0.6107206465676427, "loss_fcos_loc": 0.1458990618120879, "loss_mask": 0.2369127948768437, "loss_maskiou": 0.00387938702624524, "loss_sem_seg": 0.15690218948293477, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9034688967724682, "mask_rcnn/false_negative": 0.09684615183592618, "mask_rcnn/false_positive": 0.09673512815733004, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 31.0, "time": 0.7046783631667495, "total_loss": 1.32861184034482} {"data_time": 0.009741324931383133, "eta_seconds": 8186.042640653439, "iteration": 258119, "loss_fcos_cls": 0.17220831039594486, "loss_fcos_ctr": 0.6136228255927563, "loss_fcos_loc": 0.14638245454989374, "loss_mask": 0.22997843101620674, "loss_maskiou": 0.003914915758286952, "loss_sem_seg": 0.15858323755674064, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9011815252416756, "mask_rcnn/false_negative": 0.09198736834728702, "mask_rcnn/false_positive": 0.0963799657248405, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 22.5, "time": 0.6749901082366705, "total_loss": 1.3305296188846114} {"data_time": 0.010393689386546612, "eta_seconds": 8172.262584024109, "iteration": 258139, "loss_fcos_cls": 0.17181592632550746, "loss_fcos_ctr": 0.6143509279936552, "loss_fcos_loc": 0.14776895771501586, "loss_mask": 0.23063955921679735, "loss_maskiou": 0.0037422384848468937, "loss_sem_seg": 0.1554306079633534, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9059078393262067, "mask_rcnn/false_negative": 0.08587336463590645, "mask_rcnn/false_positive": 0.11261938692288778, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 27.75, "time": 0.709364140406251, "total_loss": 1.327772152635589} {"data_time": 0.010272661224007607, "eta_seconds": 8156.106545797549, "iteration": 258159, "loss_fcos_cls": 0.18480506155174226, "loss_fcos_ctr": 0.6110566984862089, "loss_fcos_loc": 0.1483421593438834, "loss_mask": 0.2293151319026947, "loss_maskiou": 0.0037326197343645617, "loss_sem_seg": 0.1748717415612191, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9008994505935539, "mask_rcnn/false_negative": 0.08329056353274022, "mask_rcnn/false_positive": 0.11891377974834964, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 26.75, "time": 0.6701509421691298, "total_loss": 1.353126551686728} {"data_time": 0.010357392020523548, "eta_seconds": 8143.255128981546, "iteration": 258179, "loss_fcos_cls": 0.17435330909211189, "loss_fcos_ctr": 0.6152220042422414, "loss_fcos_loc": 0.15547394822351635, "loss_mask": 0.24679882964119315, "loss_maskiou": 0.0038828467004350387, "loss_sem_seg": 0.1659314415883273, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005852470387741, "mask_rcnn/false_negative": 0.08035365406304876, "mask_rcnn/false_positive": 0.12512350824701995, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 23.25, "time": 0.7017805827781558, "total_loss": 1.352179567256826} {"data_time": 0.010183249600231647, "eta_seconds": 8130.064657621086, "iteration": 258199, "loss_fcos_cls": 0.173044121125713, "loss_fcos_ctr": 0.6130945319309831, "loss_fcos_loc": 0.14757418783847243, "loss_mask": 0.2302231276407838, "loss_maskiou": 0.003999111308075953, "loss_sem_seg": 0.16016299999319017, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8822925121753247, "mask_rcnn/false_negative": 0.09747501732906047, "mask_rcnn/false_positive": 0.12792040288753956, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 29.5, "time": 0.6633092099800706, "total_loss": 1.353051820100518} {"data_time": 0.009529229253530502, "eta_seconds": 8115.198079973459, "iteration": 258219, "loss_fcos_cls": 0.16328882239758968, "loss_fcos_ctr": 0.6108088288456202, "loss_fcos_loc": 0.14295067952480167, "loss_mask": 0.22776822047308087, "loss_maskiou": 0.0036363100152811967, "loss_sem_seg": 0.16612592531600967, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8894650829081633, "mask_rcnn/false_negative": 0.08146048905780756, "mask_rcnn/false_positive": 0.1164902218998828, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 18.25, "time": 0.6867352537810802, "total_loss": 1.337031769456189} {"data_time": 0.010247616097331047, "eta_seconds": 8100.569585665129, "iteration": 258239, "loss_fcos_cls": 0.17140689364168793, "loss_fcos_ctr": 0.6130749685689807, "loss_fcos_loc": 0.15071318461559713, "loss_mask": 0.23436920018866658, "loss_maskiou": 0.004249386878655059, "loss_sem_seg": 0.17515521217137575, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9008593479764787, "mask_rcnn/false_negative": 0.08463738727595314, "mask_rcnn/false_positive": 0.11336808563031997, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 21.75, "time": 0.6864929497241974, "total_loss": 1.3424577684454562} {"data_time": 0.01008503045886755, "eta_seconds": 8079.845477721654, "iteration": 258259, "loss_fcos_cls": 0.1778021358186379, "loss_fcos_ctr": 0.6160721899941564, "loss_fcos_loc": 0.16596241563092917, "loss_mask": 0.23940994124859571, "loss_maskiou": 0.004232853792927926, "loss_sem_seg": 0.16202507866546512, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9067944250871081, "mask_rcnn/false_negative": 0.06548527965443875, "mask_rcnn/false_positive": 0.13391679792376884, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 28.0, "time": 0.6778463320806623, "total_loss": 1.3554775514912762} {"data_time": 0.00992435123771429, "eta_seconds": 8062.991787546314, "iteration": 258279, "loss_fcos_cls": 0.17570463614538312, "loss_fcos_ctr": 0.611185634508729, "loss_fcos_loc": 0.1480938084423542, "loss_mask": 0.23595749726518989, "loss_maskiou": 0.003844867635052651, "loss_sem_seg": 0.16165423579514027, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8838810855667568, "mask_rcnn/false_negative": 0.08533064617474728, "mask_rcnn/false_positive": 0.12077363824499776, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 24.0, "time": 0.6713551143184304, "total_loss": 1.364238430185651} {"data_time": 0.010647954419255257, "eta_seconds": 8046.268678216264, "iteration": 258299, "loss_fcos_cls": 0.1740654471796006, "loss_fcos_ctr": 0.6114514200016856, "loss_fcos_loc": 0.14440462552011013, "loss_mask": 0.22754274168983102, "loss_maskiou": 0.0033718932572810445, "loss_sem_seg": 0.1584795918315649, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8904612841783509, "mask_rcnn/false_negative": 0.10283461389909397, "mask_rcnn/false_positive": 0.10587457497591025, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.0, "time": 0.6911202240735292, "total_loss": 1.3271779753886221} {"data_time": 0.011624891310930252, "eta_seconds": 8032.515548264608, "iteration": 258319, "loss_fcos_cls": 0.1733813644386828, "loss_fcos_ctr": 0.6126459967344999, "loss_fcos_loc": 0.1492733161430806, "loss_mask": 0.22364759584888816, "loss_maskiou": 0.003797337267315015, "loss_sem_seg": 0.16199651965871453, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.90338600718065, "mask_rcnn/false_negative": 0.08765598686393802, "mask_rcnn/false_positive": 0.10023503928704074, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 20.5, "time": 0.7135531725361943, "total_loss": 1.3565340698223736} {"data_time": 0.009499769657850266, "eta_seconds": 8022.027751238085, "iteration": 258339, "loss_fcos_cls": 0.17047967296093702, "loss_fcos_ctr": 0.6126045030541718, "loss_fcos_loc": 0.14767327622394077, "loss_mask": 0.22833175538107753, "loss_maskiou": 0.003772499389015138, "loss_sem_seg": 0.16738995118066669, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9075864086235998, "mask_rcnn/false_negative": 0.075219182793551, "mask_rcnn/false_positive": 0.11626864426910458, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.0, "time": 0.6948443576693535, "total_loss": 1.346051112312125} {"data_time": 0.009572208859026432, "eta_seconds": 8009.636180658825, "iteration": 258359, "loss_fcos_cls": 0.1732096835039556, "loss_fcos_ctr": 0.6140294838696718, "loss_fcos_loc": 0.15214419434778392, "loss_mask": 0.23190547619014978, "loss_maskiou": 0.003833787470284733, "loss_sem_seg": 0.14258377184160054, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9001386424134872, "mask_rcnn/false_negative": 0.08929081394321955, "mask_rcnn/false_positive": 0.1155091814149885, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 29.5, "time": 0.7066467124968767, "total_loss": 1.3130178311221243} {"data_time": 0.01001465693116188, "eta_seconds": 7997.264653488062, "iteration": 258379, "loss_fcos_cls": 0.17097948712762445, "loss_fcos_ctr": 0.6137740770354867, "loss_fcos_loc": 0.1494772596633993, "loss_mask": 0.24345894623547792, "loss_maskiou": 0.004234189851558767, "loss_sem_seg": 0.1868538514827378, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8761562263794407, "mask_rcnn/false_negative": 0.08897208814494612, "mask_rcnn/false_positive": 0.13894914233315409, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 26.75, "time": 0.699401568621397, "total_loss": 1.3478521099677891} {"data_time": 0.010621176101267338, "eta_seconds": 7990.367125525139, "iteration": 258399, "loss_fcos_cls": 0.1864644142333418, "loss_fcos_ctr": 0.6147008980624378, "loss_fcos_loc": 0.15522449417039752, "loss_mask": 0.2312624710611999, "loss_maskiou": 0.0038772519983467646, "loss_sem_seg": 0.14542915381025523, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8979595274767589, "mask_rcnn/false_negative": 0.08248629909451685, "mask_rcnn/false_positive": 0.11968155161593871, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 22.75, "time": 0.7045343238860369, "total_loss": 1.3304787335291621} {"data_time": 0.009854378178715706, "eta_seconds": 7980.287207078189, "iteration": 258419, "loss_fcos_cls": 0.18412912962958217, "loss_fcos_ctr": 0.6136868912726641, "loss_fcos_loc": 0.15757472634140868, "loss_mask": 0.23038899432867765, "loss_maskiou": 0.004186616788501851, "loss_sem_seg": 0.1694540416356176, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8987574128677445, "mask_rcnn/false_negative": 0.06570847164752001, "mask_rcnn/false_positive": 0.1317724147666225, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 29.25, "time": 0.7180370017886162, "total_loss": 1.335963977209758} {"data_time": 0.010541873052716255, "eta_seconds": 7970.6880313791335, "iteration": 258439, "loss_fcos_cls": 0.18193237716332078, "loss_fcos_ctr": 0.6143228746950626, "loss_fcos_loc": 0.15721554320771247, "loss_mask": 0.24441262055188417, "loss_maskiou": 0.00429043619078584, "loss_sem_seg": 0.1562579368473962, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8920378077449236, "mask_rcnn/false_negative": 0.09473770780821955, "mask_rcnn/false_positive": 0.13036530111343353, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 34.5, "time": 0.6810348145663738, "total_loss": 1.3632148777123803} {"data_time": 0.009993153624236584, "eta_seconds": 7954.75338313356, "iteration": 258459, "loss_fcos_cls": 0.17848876013886184, "loss_fcos_ctr": 0.6149834496900439, "loss_fcos_loc": 0.1511986063560471, "loss_mask": 0.2313361349515617, "loss_maskiou": 0.003641619216068648, "loss_sem_seg": 0.14682147977873683, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9087489953787422, "mask_rcnn/false_negative": 0.08011309514358303, "mask_rcnn/false_positive": 0.10247743800972477, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 28.25, "time": 0.7067080698907375, "total_loss": 1.362745278624061} {"data_time": 0.009944207966327667, "eta_seconds": 7944.730526695028, "iteration": 258479, "loss_fcos_cls": 0.18361070635728538, "loss_fcos_ctr": 0.6138062216341496, "loss_fcos_loc": 0.15813666477333754, "loss_mask": 0.23618301888927817, "loss_maskiou": 0.0042872520061791874, "loss_sem_seg": 0.1610158949624747, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9006227490996399, "mask_rcnn/false_negative": 0.09417866767999737, "mask_rcnn/false_positive": 0.1050928842416872, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 34.25, "time": 0.6839216342195868, "total_loss": 1.3607953476530383} {"data_time": 0.010082690976560116, "eta_seconds": 7931.37941315677, "iteration": 258499, "loss_fcos_cls": 0.1714523077243939, "loss_fcos_ctr": 0.6094481674954295, "loss_fcos_loc": 0.146014569880208, "loss_mask": 0.225677075330168, "loss_maskiou": 0.0037437038863572525, "loss_sem_seg": 0.1497493505012244, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8885524213619358, "mask_rcnn/false_negative": 0.0942818578305605, "mask_rcnn/false_positive": 0.12804567260957064, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 28.75, "time": 0.6851438712328672, "total_loss": 1.3329217119317036} {"data_time": 0.010958733037114143, "eta_seconds": 7915.764380777255, "iteration": 258519, "loss_fcos_cls": 0.17595054453704506, "loss_fcos_ctr": 0.6112791821360588, "loss_fcos_loc": 0.14951643667882308, "loss_mask": 0.23996130470186472, "loss_maskiou": 0.004137780280871084, "loss_sem_seg": 0.1711785471998155, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9016587630349946, "mask_rcnn/false_negative": 0.08344251067734532, "mask_rcnn/false_positive": 0.10530404823035994, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 27.75, "time": 0.6831616256386042, "total_loss": 1.350664373167092} {"data_time": 0.010598603636026382, "eta_seconds": 7899.612557325512, "iteration": 258539, "loss_fcos_cls": 0.17689938750118017, "loss_fcos_ctr": 0.6120709870010614, "loss_fcos_loc": 0.15823317505419254, "loss_mask": 0.24977948889136314, "loss_maskiou": 0.0038614486056758324, "loss_sem_seg": 0.186011484824121, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9044866412125205, "mask_rcnn/false_negative": 0.08869473461080875, "mask_rcnn/false_positive": 0.08074946563164612, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.5, "time": 0.7041551321744919, "total_loss": 1.3930715040805808} {"data_time": 0.009739710949361324, "eta_seconds": 7890.001901219599, "iteration": 258559, "loss_fcos_cls": 0.1696101144189015, "loss_fcos_ctr": 0.6128339464776218, "loss_fcos_loc": 0.15452627534978092, "loss_mask": 0.24166982900351286, "loss_maskiou": 0.004539509223832283, "loss_sem_seg": 0.1562303693499416, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895910230471499, "mask_rcnn/false_negative": 0.10320271879994597, "mask_rcnn/false_positive": 0.13065687804912207, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.5, "time": 0.6858934564515948, "total_loss": 1.3345425881780102} {"data_time": 0.009179717861115932, "eta_seconds": 7870.787617128342, "iteration": 258579, "loss_fcos_cls": 0.16697072616079822, "loss_fcos_ctr": 0.6095485109835863, "loss_fcos_loc": 0.14722140278900042, "loss_mask": 0.23055036179721355, "loss_maskiou": 0.003627381245678407, "loss_sem_seg": 0.17022269498556852, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.901041212425141, "mask_rcnn/false_negative": 0.10428793811274664, "mask_rcnn/false_positive": 0.09655954739353392, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 25.5, "time": 0.6896448098123074, "total_loss": 1.3151819324266398} {"data_time": 0.011478723026812077, "eta_seconds": 7853.925363803282, "iteration": 258599, "loss_fcos_cls": 0.16848269131151028, "loss_fcos_ctr": 0.6115234978497028, "loss_fcos_loc": 0.15642057114746422, "loss_mask": 0.23387870378792286, "loss_maskiou": 0.0035787642518698703, "loss_sem_seg": 0.17097035504411906, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9021273369487655, "mask_rcnn/false_negative": 0.08951531517644502, "mask_rcnn/false_positive": 0.1060274849824991, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 29.0, "time": 0.6676276484504342, "total_loss": 1.3444361200963613} {"data_time": 0.009843687526881695, "eta_seconds": 7840.147755937651, "iteration": 258619, "loss_fcos_cls": 0.1733805548865348, "loss_fcos_ctr": 0.6120950672775507, "loss_fcos_loc": 0.15425870986655354, "loss_mask": 0.22797858901321888, "loss_maskiou": 0.003648795844128472, "loss_sem_seg": 0.1583749041892588, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8865774107793627, "mask_rcnn/false_negative": 0.09218622196590112, "mask_rcnn/false_positive": 0.14002813308450301, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 30.75, "time": 0.6917805653065443, "total_loss": 1.315035438266932} {"data_time": 0.010329034179449081, "eta_seconds": 7826.370148072019, "iteration": 258639, "loss_fcos_cls": 0.16996836755424738, "loss_fcos_ctr": 0.6112167229875922, "loss_fcos_loc": 0.14550089498516172, "loss_mask": 0.23042776249349117, "loss_maskiou": 0.003487544266590703, "loss_sem_seg": 0.15952163212932646, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9092894598315516, "mask_rcnn/false_negative": 0.07766128482094564, "mask_rcnn/false_positive": 0.11103203467947709, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 22.5, "time": 0.6767095690593123, "total_loss": 1.3353680259024259} {"data_time": 0.009484141133725643, "eta_seconds": 7810.445523369126, "iteration": 258659, "loss_fcos_cls": 0.16800923075061291, "loss_fcos_ctr": 0.6159811429679394, "loss_fcos_loc": 0.15709113969933242, "loss_mask": 0.24987046048045158, "loss_maskiou": 0.004137781652389094, "loss_sem_seg": 0.15804905025288463, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.894784272404614, "mask_rcnn/false_negative": 0.09139063430059746, "mask_rcnn/false_positive": 0.11380731665292534, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 30.25, "time": 0.6930285766720772, "total_loss": 1.3437960990922875} {"data_time": 0.010248877108097076, "eta_seconds": 7792.53059343528, "iteration": 258679, "loss_fcos_cls": 0.16932035773061216, "loss_fcos_ctr": 0.6123860208317637, "loss_fcos_loc": 0.1467263028025627, "loss_mask": 0.22656190348789096, "loss_maskiou": 0.003942717106838245, "loss_sem_seg": 0.1714171115309, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828654392623652, "mask_rcnn/false_negative": 0.0952907176769268, "mask_rcnn/false_positive": 0.1363676160114228, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.75, "time": 0.6883381605148315, "total_loss": 1.3186952677133377} {"data_time": 0.009749462828040123, "eta_seconds": 7775.638094116934, "iteration": 258699, "loss_fcos_cls": 0.18324954411946237, "loss_fcos_ctr": 0.6090020127594471, "loss_fcos_loc": 0.15245078189764172, "loss_mask": 0.23972188401967287, "loss_maskiou": 0.004439712756720837, "loss_sem_seg": 0.15611625835299492, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8819220870166249, "mask_rcnn/false_negative": 0.10976255328520859, "mask_rcnn/false_positive": 0.13619412612320422, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.0, "time": 0.6823413381353021, "total_loss": 1.3808129475801252} {"data_time": 0.009638705290853977, "eta_seconds": 7760.31143719051, "iteration": 258719, "loss_fcos_cls": 0.17386702541261911, "loss_fcos_ctr": 0.6133333039470017, "loss_fcos_loc": 0.1563186994753778, "loss_mask": 0.22530363593250513, "loss_maskiou": 0.004127269177843118, "loss_sem_seg": 0.14754465938312933, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935068655186045, "mask_rcnn/false_negative": 0.08744666219655133, "mask_rcnn/false_positive": 0.1307273875440676, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.5, "time": 0.6664379453286529, "total_loss": 1.3205304453585995} {"data_time": 0.009981580078601837, "eta_seconds": 7746.780411859974, "iteration": 258739, "loss_fcos_cls": 0.18181838473537937, "loss_fcos_ctr": 0.6131179966032505, "loss_fcos_loc": 0.15200267545878887, "loss_mask": 0.24135864432901144, "loss_maskiou": 0.003936660315957852, "loss_sem_seg": 0.1578277563676238, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8759102754004827, "mask_rcnn/false_negative": 0.10402290944563874, "mask_rcnn/false_positive": 0.13544093870745388, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.0, "time": 0.6894397363066673, "total_loss": 1.3601617075983086} {"data_time": 0.010312930680811405, "eta_seconds": 7732.313666749746, "iteration": 258759, "loss_fcos_cls": 0.18547119747381657, "loss_fcos_ctr": 0.6128253731876612, "loss_fcos_loc": 0.15818543662317097, "loss_mask": 0.24062455771490932, "loss_maskiou": 0.004429237946169451, "loss_sem_seg": 0.15475223120301962, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8855787140403175, "mask_rcnn/false_negative": 0.10653688810250157, "mask_rcnn/false_positive": 0.11900888622004609, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 25.5, "time": 0.6843977775424719, "total_loss": 1.3609838478259917} {"data_time": 0.009868831373751163, "eta_seconds": 7720.594199989922, "iteration": 258779, "loss_fcos_cls": 0.16845835879212245, "loss_fcos_ctr": 0.6137355272658169, "loss_fcos_loc": 0.14928834838792682, "loss_mask": 0.2303418479859829, "loss_maskiou": 0.003947115244955057, "loss_sem_seg": 0.15133644198067486, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005009034863946, "mask_rcnn/false_negative": 0.0923980978437379, "mask_rcnn/false_positive": 0.12435263286827138, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 30.25, "time": 0.6893849335610867, "total_loss": 1.3235277019266505} {"data_time": 0.010506303049623966, "eta_seconds": 7706.8332264581695, "iteration": 258799, "loss_fcos_cls": 0.17307704431004822, "loss_fcos_ctr": 0.6110884146764874, "loss_fcos_loc": 0.1529959460021928, "loss_mask": 0.22646068688482046, "loss_maskiou": 0.003623339009209303, "loss_sem_seg": 0.16276096715591848, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8938470522056372, "mask_rcnn/false_negative": 0.08543567796419435, "mask_rcnn/false_positive": 0.11165866251203606, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 21.75, "time": 0.6909384028986096, "total_loss": 1.3384434841718758} {"data_time": 0.010334271006286144, "eta_seconds": 7694.915645501576, "iteration": 258819, "loss_fcos_cls": 0.17139604256954044, "loss_fcos_ctr": 0.6116609927266836, "loss_fcos_loc": 0.15024499292485416, "loss_mask": 0.23247504886239767, "loss_maskiou": 0.003716537432410405, "loss_sem_seg": 0.1662344546057284, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899404255749919, "mask_rcnn/false_negative": 0.10020819149291432, "mask_rcnn/false_positive": 0.12567033125423782, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 28.0, "time": 0.6975372331216931, "total_loss": 1.3419374958648405} {"data_time": 0.00941042322665453, "eta_seconds": 7683.822415838018, "iteration": 258839, "loss_fcos_cls": 0.17136555386241525, "loss_fcos_ctr": 0.61249565705657, "loss_fcos_loc": 0.14695818722248077, "loss_mask": 0.23816213011741638, "loss_maskiou": 0.0037489859969355166, "loss_sem_seg": 0.15361059177666903, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8943644612100159, "mask_rcnn/false_negative": 0.09270292732866675, "mask_rcnn/false_positive": 0.1119984309661145, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.5, "time": 0.6888840310275555, "total_loss": 1.3358699790769606} {"data_time": 0.010258479043841362, "eta_seconds": 7671.796981133521, "iteration": 258859, "loss_fcos_cls": 0.17070445872377604, "loss_fcos_ctr": 0.6127612506970763, "loss_fcos_loc": 0.15376672707498074, "loss_mask": 0.22635398944839835, "loss_maskiou": 0.0035047942692472134, "loss_sem_seg": 0.17072613164782524, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9019085877372295, "mask_rcnn/false_negative": 0.07074366989267974, "mask_rcnn/false_positive": 0.1357375233334298, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 25.25, "time": 0.7044727988541126, "total_loss": 1.3392084543993406} {"data_time": 0.009637806564569473, "eta_seconds": 7661.03885368444, "iteration": 258879, "loss_fcos_cls": 0.17627921351231635, "loss_fcos_ctr": 0.612440231256187, "loss_fcos_loc": 0.15629630931653082, "loss_mask": 0.23681568587198853, "loss_maskiou": 0.00409992688219063, "loss_sem_seg": 0.14783467561937869, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908483683328403, "mask_rcnn/false_negative": 0.07415010265959987, "mask_rcnn/false_positive": 0.12270480816059123, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 25.0, "time": 0.6937906201928854, "total_loss": 1.329966184712248} {"data_time": 0.009957951493561268, "eta_seconds": 7644.252606369555, "iteration": 258899, "loss_fcos_cls": 0.17017710907384753, "loss_fcos_ctr": 0.6125941043719649, "loss_fcos_loc": 0.15499391488265246, "loss_mask": 0.23495366796851158, "loss_maskiou": 0.003591840053559281, "loss_sem_seg": 0.16223953780718148, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8976615646258503, "mask_rcnn/false_negative": 0.10150010242182447, "mask_rcnn/false_positive": 0.1156682631880522, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 25.5, "time": 0.6807464566081762, "total_loss": 1.3517697134811897} {"data_time": 0.011665072292089462, "eta_seconds": 7633.011622458696, "iteration": 258919, "loss_fcos_cls": 0.1691001149592921, "loss_fcos_ctr": 0.6109689073637128, "loss_fcos_loc": 0.14886589400703087, "loss_mask": 0.22730849543586373, "loss_maskiou": 0.003469364366537775, "loss_sem_seg": 0.16066244058310986, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9129966288067333, "mask_rcnn/false_negative": 0.07382877871232928, "mask_rcnn/false_positive": 0.10813285142119149, "roi_head/num_bg_samples": 38.25, "roi_head/num_fg_samples": 23.5, "time": 0.7000283133238554, "total_loss": 1.3257205432892079} {"data_time": 0.010439254343509674, "eta_seconds": 7619.7060300875455, "iteration": 258939, "loss_fcos_cls": 0.17786350671667606, "loss_fcos_ctr": 0.6125422241166234, "loss_fcos_loc": 0.15142090362496674, "loss_mask": 0.24272545659914613, "loss_maskiou": 0.003724234800756676, "loss_sem_seg": 0.1706460483255796, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8870230853330343, "mask_rcnn/false_negative": 0.08986299563828165, "mask_rcnn/false_positive": 0.14878832010658288, "roi_head/num_bg_samples": 39.75, "roi_head/num_fg_samples": 30.0, "time": 0.6898302659392357, "total_loss": 1.394362523221389} {"data_time": 0.009541609324514866, "eta_seconds": 7606.273808925413, "iteration": 258959, "loss_fcos_cls": 0.17220532521605492, "loss_fcos_ctr": 0.615043300203979, "loss_fcos_loc": 0.1558110066689551, "loss_mask": 0.23485081735998392, "loss_maskiou": 0.003983954564318992, "loss_sem_seg": 0.17540087411180139, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8999721706864564, "mask_rcnn/false_negative": 0.09357973005601589, "mask_rcnn/false_positive": 0.12047797283677328, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.25, "time": 0.6886103069409728, "total_loss": 1.3500598891478148} {"data_time": 0.009876045398414135, "eta_seconds": 7594.388368956745, "iteration": 258979, "loss_fcos_cls": 0.17399229551665485, "loss_fcos_ctr": 0.6127577926963568, "loss_fcos_loc": 0.1552748440299183, "loss_mask": 0.23621512250974774, "loss_maskiou": 0.004368105423054658, "loss_sem_seg": 0.16584187583066523, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9010676186058839, "mask_rcnn/false_negative": 0.07225904901945468, "mask_rcnn/false_positive": 0.14761741457755195, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 19.75, "time": 0.7020620219409466, "total_loss": 1.337977089373453} {"data_time": 0.010417979210615158, "eta_seconds": 7580.606700561941, "iteration": 258999, "loss_fcos_cls": 0.17270535824354738, "loss_fcos_ctr": 0.6117616128176451, "loss_fcos_loc": 0.15294362895656377, "loss_mask": 0.23474371852353215, "loss_maskiou": 0.003677632548715337, "loss_sem_seg": 0.17002903786487877, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9058193790336647, "mask_rcnn/false_negative": 0.08782090475202123, "mask_rcnn/false_positive": 0.11191031125486922, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 31.25, "time": 0.6932389065623283, "total_loss": 1.350127150057233} {"data_time": 0.01031407155096531, "eta_seconds": 7568.178505052812, "iteration": 259019, "loss_fcos_cls": 0.1825530215865001, "loss_fcos_ctr": 0.6137377833947539, "loss_fcos_loc": 0.15547331399284303, "loss_mask": 0.23054673057049513, "loss_maskiou": 0.004007647497928701, "loss_sem_seg": 0.14846084243617952, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9089902146268842, "mask_rcnn/false_negative": 0.07820664891433822, "mask_rcnn/false_positive": 0.1060237539829049, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 27.75, "time": 0.7058933395892382, "total_loss": 1.3448825999876135} {"data_time": 0.011079926043748856, "eta_seconds": 7553.835113838315, "iteration": 259039, "loss_fcos_cls": 0.16979763144627213, "loss_fcos_ctr": 0.6141011798754334, "loss_fcos_loc": 0.15519194270018488, "loss_mask": 0.22595062432810664, "loss_maskiou": 0.0037980078341206536, "loss_sem_seg": 0.16051419149152935, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9097133645124716, "mask_rcnn/false_negative": 0.08024472521458223, "mask_rcnn/false_positive": 0.10559412769259878, "roi_head/num_bg_samples": 38.0, "roi_head/num_fg_samples": 24.0, "time": 0.6956174029037356, "total_loss": 1.327862283498689} {"data_time": 0.010321502573788166, "eta_seconds": 7540.901028840803, "iteration": 259059, "loss_fcos_cls": 0.17101954715326428, "loss_fcos_ctr": 0.6136826081201434, "loss_fcos_loc": 0.15905291447415948, "loss_mask": 0.235461194999516, "loss_maskiou": 0.003937275661883177, "loss_sem_seg": 0.15192938537802547, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8885865950030599, "mask_rcnn/false_negative": 0.11005749453720287, "mask_rcnn/false_positive": 0.11898294921897706, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.6735421782359481, "total_loss": 1.3528722196570016} {"data_time": 0.00972510501742363, "eta_seconds": 7529.761732351966, "iteration": 259079, "loss_fcos_cls": 0.1710178479552269, "loss_fcos_ctr": 0.6121768662706017, "loss_fcos_loc": 0.14508308545919135, "loss_mask": 0.22040476044639945, "loss_maskiou": 0.0031897698863758706, "loss_sem_seg": 0.15587037592194974, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9058082297929446, "mask_rcnn/false_negative": 0.08234138281621345, "mask_rcnn/false_positive": 0.11116013195101208, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 31.25, "time": 0.7194236889481544, "total_loss": 1.323430141172139} {"data_time": 0.009980387054383755, "eta_seconds": 7509.020819097757, "iteration": 259099, "loss_fcos_cls": 0.17455675639212132, "loss_fcos_ctr": 0.6106495894491673, "loss_fcos_loc": 0.14340755285229534, "loss_mask": 0.22675006138160825, "loss_maskiou": 0.004210212911857525, "loss_sem_seg": 0.15041932568419725, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9113563694708653, "mask_rcnn/false_negative": 0.08090850801004862, "mask_rcnn/false_positive": 0.10050456986123232, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.25, "time": 0.676569796167314, "total_loss": 1.305218185421836} {"data_time": 0.011521218344569206, "eta_seconds": 7498.702661588788, "iteration": 259119, "loss_fcos_cls": 0.18514740141108632, "loss_fcos_ctr": 0.6118365656584501, "loss_fcos_loc": 0.1583286439999938, "loss_mask": 0.24712855834513903, "loss_maskiou": 0.0038586925620620605, "loss_sem_seg": 0.1710519592743367, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8938260274092484, "mask_rcnn/false_negative": 0.09412380889173547, "mask_rcnn/false_positive": 0.10839308447096138, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 29.0, "time": 0.6909990701824427, "total_loss": 1.3762674332901952} {"data_time": 0.009728366509079933, "eta_seconds": 7484.135021798313, "iteration": 259139, "loss_fcos_cls": 0.17823204974411055, "loss_fcos_ctr": 0.6123184189200401, "loss_fcos_loc": 0.15854303468950093, "loss_mask": 0.2338126478716731, "loss_maskiou": 0.004100693007785594, "loss_sem_seg": 0.152281855000183, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9019101115721013, "mask_rcnn/false_negative": 0.0754466570698384, "mask_rcnn/false_positive": 0.12321601947822397, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 22.75, "time": 0.693007824011147, "total_loss": 1.321762124884117} {"data_time": 0.009915796108543873, "eta_seconds": 7479.92045351956, "iteration": 259159, "loss_fcos_cls": 0.16448237549047917, "loss_fcos_ctr": 0.6127961557358503, "loss_fcos_loc": 0.14352548541501164, "loss_mask": 0.2231859010644257, "loss_maskiou": 0.003584450659218419, "loss_sem_seg": 0.15129376878030598, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914828922024802, "mask_rcnn/false_negative": 0.08844232664783636, "mask_rcnn/false_positive": 0.1164407698868444, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 32.0, "time": 0.7080984814092517, "total_loss": 1.3293056797447207} {"data_time": 0.009305199608206749, "eta_seconds": 7460.449104323052, "iteration": 259179, "loss_fcos_cls": 0.17128513008356094, "loss_fcos_ctr": 0.6087573007680476, "loss_fcos_loc": 0.1516237276373431, "loss_mask": 0.2248805775307119, "loss_maskiou": 0.003807724788202904, "loss_sem_seg": 0.1624841324519366, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8827413735534975, "mask_rcnn/false_negative": 0.09888990563994017, "mask_rcnn/false_positive": 0.12453654218394383, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.5, "time": 0.6871617091819644, "total_loss": 1.3182829260586004} {"data_time": 0.01091026235371828, "eta_seconds": 7450.114241800271, "iteration": 259199, "loss_fcos_cls": 0.1710235706414096, "loss_fcos_ctr": 0.6126999845728278, "loss_fcos_loc": 0.15316870203241706, "loss_mask": 0.228355273604393, "loss_maskiou": 0.00419016252271831, "loss_sem_seg": 0.15938150812871754, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9029858990840431, "mask_rcnn/false_negative": 0.07647273673236457, "mask_rcnn/false_positive": 0.11759653641107956, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 25.0, "time": 0.6884984038770199, "total_loss": 1.3507792005475494} {"data_time": 0.009791571646928787, "eta_seconds": 7433.332116880454, "iteration": 259219, "loss_fcos_cls": 0.17743516596965492, "loss_fcos_ctr": 0.6114934384822845, "loss_fcos_loc": 0.14921432500705123, "loss_mask": 0.2377253882586956, "loss_maskiou": 0.004128426931856666, "loss_sem_seg": 0.17710924241691828, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8801466873878264, "mask_rcnn/false_negative": 0.10179381635103935, "mask_rcnn/false_positive": 0.13867461571491607, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 33.5, "time": 0.6828243872150779, "total_loss": 1.3555681160651147} {"data_time": 0.010132726281881332, "eta_seconds": 7422.523780762218, "iteration": 259239, "loss_fcos_cls": 0.18764043669216335, "loss_fcos_ctr": 0.6142847109586, "loss_fcos_loc": 0.15772060863673687, "loss_mask": 0.23382608080282807, "loss_maskiou": 0.004036742992866493, "loss_sem_seg": 0.15637044585309923, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8972728777979839, "mask_rcnn/false_negative": 0.08428334545813466, "mask_rcnn/false_positive": 0.12823572163545147, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7049648007377982, "total_loss": 1.3571237205615034} {"data_time": 0.00993317924439907, "eta_seconds": 7413.464659575373, "iteration": 259259, "loss_fcos_cls": 0.1758360032690689, "loss_fcos_ctr": 0.6129214344546199, "loss_fcos_loc": 0.16086385247763246, "loss_mask": 0.23335342528298497, "loss_maskiou": 0.004062139905727236, "loss_sem_seg": 0.16049234033562243, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8876597060487639, "mask_rcnn/false_negative": 0.09028257156192981, "mask_rcnn/false_positive": 0.1448901891849802, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.25, "time": 0.7054729107767344, "total_loss": 1.3542743259276904} {"data_time": 0.010319444350898266, "eta_seconds": 7408.480493455194, "iteration": 259279, "loss_fcos_cls": 0.17610558588057756, "loss_fcos_ctr": 0.6105792508460581, "loss_fcos_loc": 0.14704795845318586, "loss_mask": 0.2350295279175043, "loss_maskiou": 0.004020095244413824, "loss_sem_seg": 0.1699311090633273, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9118461414042813, "mask_rcnn/false_negative": 0.07299910362644069, "mask_rcnn/false_positive": 0.12858876396840208, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 30.75, "time": 0.7023384524509311, "total_loss": 1.340416768916839} {"data_time": 0.010197042487561703, "eta_seconds": 7396.536404798739, "iteration": 259299, "loss_fcos_cls": 0.1746186837553978, "loss_fcos_ctr": 0.6127554550766945, "loss_fcos_loc": 0.15079351444728673, "loss_mask": 0.23310790536925197, "loss_maskiou": 0.00387607172888238, "loss_sem_seg": 0.15075282845646143, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911203254834603, "mask_rcnn/false_negative": 0.08621879028466783, "mask_rcnn/false_positive": 0.1352662652995465, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.25, "time": 0.7070347564294934, "total_loss": 1.3400100832805037} {"data_time": 0.010297280736267567, "eta_seconds": 7379.4758807029575, "iteration": 259319, "loss_fcos_cls": 0.18461811667657457, "loss_fcos_ctr": 0.6125993374735117, "loss_fcos_loc": 0.14747877523768693, "loss_mask": 0.22688285261392593, "loss_maskiou": 0.004089237067091744, "loss_sem_seg": 0.15472692949697375, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9072809053745722, "mask_rcnn/false_negative": 0.08014448382263234, "mask_rcnn/false_positive": 0.10234568137866464, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 21.75, "time": 0.6769227413460612, "total_loss": 1.3422091872052988} {"data_time": 0.011308029294013977, "eta_seconds": 7365.657931296155, "iteration": 259339, "loss_fcos_cls": 0.17005586717277765, "loss_fcos_ctr": 0.6120757013559341, "loss_fcos_loc": 0.14703926350921392, "loss_mask": 0.22000695299357176, "loss_maskiou": 0.004004534617706668, "loss_sem_seg": 0.15824864758178592, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9163800231872197, "mask_rcnn/false_negative": 0.07590502248472601, "mask_rcnn/false_positive": 0.10575758035293592, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 18.75, "time": 0.6926293689757586, "total_loss": 1.312341435073904} {"data_time": 0.010486124083399773, "eta_seconds": 7347.952268511057, "iteration": 259359, "loss_fcos_cls": 0.16780277527868748, "loss_fcos_ctr": 0.6135849403217435, "loss_fcos_loc": 0.15840807231143117, "loss_mask": 0.23966631898656487, "loss_maskiou": 0.0037342555970099056, "loss_sem_seg": 0.16280368354637176, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9034285135475613, "mask_rcnn/false_negative": 0.08598799836961507, "mask_rcnn/false_positive": 0.10658364230796197, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 35.25, "time": 0.6821551527827978, "total_loss": 1.3474961863612407} {"data_time": 0.010208908468484879, "eta_seconds": 7328.127952848561, "iteration": 259379, "loss_fcos_cls": 0.16458194248843938, "loss_fcos_ctr": 0.6127690654247999, "loss_fcos_loc": 0.14991546899545938, "loss_mask": 0.23174927895888686, "loss_maskiou": 0.003922265190340113, "loss_sem_seg": 0.1512924232520163, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8845328705252593, "mask_rcnn/false_negative": 0.10732568724506814, "mask_rcnn/false_positive": 0.11671852683065576, "roi_head/num_bg_samples": 41.25, "roi_head/num_fg_samples": 29.75, "time": 0.6770771062001586, "total_loss": 1.317135511955712} {"data_time": 0.010696874000132084, "eta_seconds": 7310.366027147509, "iteration": 259399, "loss_fcos_cls": 0.16805086401291192, "loss_fcos_ctr": 0.6134131131693721, "loss_fcos_loc": 0.1487979656085372, "loss_mask": 0.23668976733461022, "loss_maskiou": 0.003918969654478133, "loss_sem_seg": 0.15346052404493093, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.906230002594258, "mask_rcnn/false_negative": 0.06739561180407246, "mask_rcnn/false_positive": 0.10870270323896686, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.0, "time": 0.6902463492006063, "total_loss": 1.324516855784168} {"data_time": 0.010311842896044254, "eta_seconds": 7292.495834802277, "iteration": 259419, "loss_fcos_cls": 0.17162194207776338, "loss_fcos_ctr": 0.6131564513780177, "loss_fcos_loc": 0.15569325006799772, "loss_mask": 0.2384114982560277, "loss_maskiou": 0.00382183490000898, "loss_sem_seg": 0.16558667598292232, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9017220577596711, "mask_rcnn/false_negative": 0.09338383617147877, "mask_rcnn/false_positive": 0.10033354487151123, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 26.25, "time": 0.6780930943787098, "total_loss": 1.377177804839448} {"data_time": 0.012456154450774193, "eta_seconds": 7280.515361700207, "iteration": 259439, "loss_fcos_cls": 0.17166265984997153, "loss_fcos_ctr": 0.6139049967750907, "loss_fcos_loc": 0.15982819412602112, "loss_mask": 0.2367751090787351, "loss_maskiou": 0.004345719382399693, "loss_sem_seg": 0.15984940598718822, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8943894522094552, "mask_rcnn/false_negative": 0.08213668895130713, "mask_rcnn/false_positive": 0.11129093034785068, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 27.0, "time": 0.6987946927547455, "total_loss": 1.3453992495815328} {"data_time": 0.010732896625995636, "eta_seconds": 7266.727812487632, "iteration": 259459, "loss_fcos_cls": 0.16941662842873484, "loss_fcos_ctr": 0.6130691098514944, "loss_fcos_loc": 0.15465168662194628, "loss_mask": 0.23432404547929764, "loss_maskiou": 0.003980350811616518, "loss_sem_seg": 0.17996967327781022, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8873441043083901, "mask_rcnn/false_negative": 0.09649779334843951, "mask_rcnn/false_positive": 0.12933210731341116, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.75, "time": 0.7040413897484541, "total_loss": 1.349267887773749} {"data_time": 0.010779334232211113, "eta_seconds": 7251.423062282614, "iteration": 259479, "loss_fcos_cls": 0.1787754383403808, "loss_fcos_ctr": 0.6150139588862658, "loss_fcos_loc": 0.1582495278562419, "loss_mask": 0.231404397636652, "loss_maskiou": 0.004105692678422201, "loss_sem_seg": 0.15515842218883336, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896190862708719, "mask_rcnn/false_negative": 0.0991750327291566, "mask_rcnn/false_positive": 0.11548997963543896, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 25.5, "time": 0.6580007746815681, "total_loss": 1.3387445574990124} {"data_time": 0.010300972498953342, "eta_seconds": 7238.35051468201, "iteration": 259499, "loss_fcos_cls": 0.17922078946139663, "loss_fcos_ctr": 0.6107714786194265, "loss_fcos_loc": 0.15002392372116446, "loss_mask": 0.23208289500325918, "loss_maskiou": 0.0038687306514475495, "loss_sem_seg": 0.16138667450286448, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8920172709235209, "mask_rcnn/false_negative": 0.08604634926528651, "mask_rcnn/false_positive": 0.12938548978818726, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 31.5, "time": 0.6850503403693438, "total_loss": 1.3463928967830725} {"data_time": 0.00983185600489378, "eta_seconds": 7230.14628449548, "iteration": 259519, "loss_fcos_cls": 0.17674652743153274, "loss_fcos_ctr": 0.6097098528407514, "loss_fcos_loc": 0.14926438321708702, "loss_mask": 0.23551578633487225, "loss_maskiou": 0.004381282371468842, "loss_sem_seg": 0.16127811546903104, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9089551445578231, "mask_rcnn/false_negative": 0.08764724861558316, "mask_rcnn/false_positive": 0.1282697882458541, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 28.5, "time": 0.7190977334976196, "total_loss": 1.3301857780570572} {"data_time": 0.009548894129693508, "eta_seconds": 7213.823130835779, "iteration": 259539, "loss_fcos_cls": 0.17524421564303339, "loss_fcos_ctr": 0.6150012705475092, "loss_fcos_loc": 0.1565759201766923, "loss_mask": 0.24078695615753531, "loss_maskiou": 0.004167688402958447, "loss_sem_seg": 0.15132223442196846, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.907792879997849, "mask_rcnn/false_negative": 0.07822653386959404, "mask_rcnn/false_positive": 0.10172545698627236, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 29.5, "time": 0.6736197285354137, "total_loss": 1.3778385825644364} {"data_time": 0.01024740282446146, "eta_seconds": 7201.129033703357, "iteration": 259559, "loss_fcos_cls": 0.18004266629577614, "loss_fcos_ctr": 0.6151193953119218, "loss_fcos_loc": 0.15943352924659848, "loss_mask": 0.23276275908574462, "loss_maskiou": 0.0037270472275849897, "loss_sem_seg": 0.16654696175828576, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8960283807979761, "mask_rcnn/false_negative": 0.09061605343374364, "mask_rcnn/false_positive": 0.10125039545122763, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 32.0, "time": 0.6934754252433777, "total_loss": 1.3856190823462384} {"data_time": 0.009588371962308884, "eta_seconds": 7184.002517212182, "iteration": 259579, "loss_fcos_cls": 0.1834191206144169, "loss_fcos_ctr": 0.6113221496343613, "loss_fcos_loc": 0.14965746295638382, "loss_mask": 0.2314340127632022, "loss_maskiou": 0.0040535793523304164, "loss_sem_seg": 0.16383489756844938, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8906485523421609, "mask_rcnn/false_negative": 0.09774863146482968, "mask_rcnn/false_positive": 0.12359543679844844, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.6818185951560736, "total_loss": 1.3371066646177496} {"data_time": 0.010239429771900177, "eta_seconds": 7174.9595940308645, "iteration": 259599, "loss_fcos_cls": 0.16792845772579312, "loss_fcos_ctr": 0.6122499853372574, "loss_fcos_loc": 0.15589371806709096, "loss_mask": 0.24173552077263594, "loss_maskiou": 0.0038343477353919297, "loss_sem_seg": 0.18218236207030714, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8830428004535147, "mask_rcnn/false_negative": 0.10170054999700845, "mask_rcnn/false_positive": 0.1327323540176934, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.75, "time": 0.6965372832491994, "total_loss": 1.3390173455736658} {"data_time": 0.011085182428359985, "eta_seconds": 7159.747198436409, "iteration": 259619, "loss_fcos_cls": 0.180604737251997, "loss_fcos_ctr": 0.6117696478031576, "loss_fcos_loc": 0.16226248280145228, "loss_mask": 0.2479318231344223, "loss_maskiou": 0.004493448945140699, "loss_sem_seg": 0.15982306213118136, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8784667043046728, "mask_rcnn/false_negative": 0.09841405082261384, "mask_rcnn/false_positive": 0.12012844894387195, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 32.0, "time": 0.6833854410797358, "total_loss": 1.348573896830203} {"data_time": 0.010428852401673794, "eta_seconds": 7148.698710080236, "iteration": 259639, "loss_fcos_cls": 0.1724521863507107, "loss_fcos_ctr": 0.6124354605562985, "loss_fcos_loc": 0.14727520872838795, "loss_mask": 0.23481739033013582, "loss_maskiou": 0.004259549779817462, "loss_sem_seg": 0.14907717623282224, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8915579864609979, "mask_rcnn/false_negative": 0.09172494981023396, "mask_rcnn/false_positive": 0.10567795696682783, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 29.25, "time": 0.6911380607634783, "total_loss": 1.3184462808112585} {"data_time": 0.009123123250901699, "eta_seconds": 7131.072076854296, "iteration": 259659, "loss_fcos_cls": 0.17333904444240034, "loss_fcos_ctr": 0.612720413133502, "loss_fcos_loc": 0.15383609529817477, "loss_mask": 0.23168194480240345, "loss_maskiou": 0.004004434152420799, "loss_sem_seg": 0.15260772872716188, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8931760204081632, "mask_rcnn/false_negative": 0.09074885308182186, "mask_rcnn/false_positive": 0.11215934535546361, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 32.25, "time": 0.6734690358862281, "total_loss": 1.3334285039891256} {"data_time": 0.01047760620713234, "eta_seconds": 7118.3653631694615, "iteration": 259679, "loss_fcos_cls": 0.17716280615422875, "loss_fcos_ctr": 0.6151464739814401, "loss_fcos_loc": 0.16379873408004642, "loss_mask": 0.2533309431746602, "loss_maskiou": 0.004388746830954915, "loss_sem_seg": 0.15528222592547536, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8798762087252483, "mask_rcnn/false_negative": 0.09181979670516362, "mask_rcnn/false_positive": 0.15956338588340957, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.5, "time": 0.6971577359363437, "total_loss": 1.3665119330689777} {"data_time": 0.010045312345027924, "eta_seconds": 7109.5345664117485, "iteration": 259699, "loss_fcos_cls": 0.17284224182367325, "loss_fcos_ctr": 0.6116838743910193, "loss_fcos_loc": 0.1461494779214263, "loss_mask": 0.2251924746669829, "loss_maskiou": 0.003981091405876214, "loss_sem_seg": 0.17097345949150622, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898247978436657, "mask_rcnn/false_negative": 0.10198554296649223, "mask_rcnn/false_positive": 0.11793479589453429, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 28.75, "time": 0.6891469154506922, "total_loss": 1.3453918250888819} {"data_time": 0.00915618147701025, "eta_seconds": 7100.225637917407, "iteration": 259719, "loss_fcos_cls": 0.17433265398722142, "loss_fcos_ctr": 0.6127481544390321, "loss_fcos_loc": 0.14794731460278854, "loss_mask": 0.23475082265213132, "loss_maskiou": 0.003810470509051811, "loss_sem_seg": 0.17162069119513035, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9023785570566254, "mask_rcnn/false_negative": 0.08247381083373426, "mask_rcnn/false_positive": 0.10984059740181602, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.75, "time": 0.6920300917699933, "total_loss": 1.3239075625551777} {"data_time": 0.009668438695371151, "eta_seconds": 7091.44533613231, "iteration": 259739, "loss_fcos_cls": 0.17695567366899922, "loss_fcos_ctr": 0.6115051046945155, "loss_fcos_loc": 0.15998439502436668, "loss_mask": 0.24195627309381962, "loss_maskiou": 0.004019072046503425, "loss_sem_seg": 0.13490586238913238, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898587420042643, "mask_rcnn/false_negative": 0.0938931732591331, "mask_rcnn/false_positive": 0.1333137962243859, "roi_head/num_bg_samples": 38.25, "roi_head/num_fg_samples": 28.25, "time": 0.705306900665164, "total_loss": 1.3332638837018749} {"data_time": 0.010104686953127384, "eta_seconds": 7078.7968330523, "iteration": 259759, "loss_fcos_cls": 0.17031295748893172, "loss_fcos_ctr": 0.6132493312470615, "loss_fcos_loc": 0.1566844223998487, "loss_mask": 0.23871989035978913, "loss_maskiou": 0.0036089315144636203, "loss_sem_seg": 0.14279120648279786, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8989560582197618, "mask_rcnn/false_negative": 0.09078324504422743, "mask_rcnn/false_positive": 0.10593587531992099, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 28.75, "time": 0.6932698916643858, "total_loss": 1.338362044589303} {"data_time": 0.01008335780352354, "eta_seconds": 7069.696159464307, "iteration": 259779, "loss_fcos_cls": 0.17425147164613008, "loss_fcos_ctr": 0.6127943322062492, "loss_fcos_loc": 0.15383660921361297, "loss_mask": 0.24029624555259943, "loss_maskiou": 0.004444932248588884, "loss_sem_seg": 0.15766971302218735, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.885246018382539, "mask_rcnn/false_negative": 0.10368671674045286, "mask_rcnn/false_positive": 0.10746904238114373, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.25, "time": 0.6914238072931767, "total_loss": 1.3662537640630035} {"data_time": 0.010662643238902092, "eta_seconds": 7051.147983006202, "iteration": 259799, "loss_fcos_cls": 0.17676207551266998, "loss_fcos_ctr": 0.6118687856942415, "loss_fcos_loc": 0.15213058341760188, "loss_mask": 0.22957188356667757, "loss_maskiou": 0.004284220180124976, "loss_sem_seg": 0.16964709688909352, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.885457548403977, "mask_rcnn/false_negative": 0.0960055355649207, "mask_rcnn/false_positive": 0.14197240183622822, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 26.25, "time": 0.6884454246610403, "total_loss": 1.337545218771993} {"data_time": 0.011515508405864239, "eta_seconds": 7037.323557983153, "iteration": 259819, "loss_fcos_cls": 0.17968236259184778, "loss_fcos_ctr": 0.6138426065444946, "loss_fcos_loc": 0.15921931061893702, "loss_mask": 0.24117024429142475, "loss_maskiou": 0.003927927515178453, "loss_sem_seg": 0.1596359929535538, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9065851884231954, "mask_rcnn/false_negative": 0.07456576208009366, "mask_rcnn/false_positive": 0.11634039934967624, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 31.5, "time": 0.6976753938943148, "total_loss": 1.368909599903418} {"data_time": 0.010298311710357666, "eta_seconds": 7023.499132960103, "iteration": 259839, "loss_fcos_cls": 0.18444904580246657, "loss_fcos_ctr": 0.6127193477004766, "loss_fcos_loc": 0.1572841051965952, "loss_mask": 0.23058503423817456, "loss_maskiou": 0.00395896415648167, "loss_sem_seg": 0.179372931830585, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9006950002223111, "mask_rcnn/false_negative": 0.08318521572619543, "mask_rcnn/false_positive": 0.09581718932609072, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 32.25, "time": 0.679930305108428, "total_loss": 1.3794174998547533} {"data_time": 0.01070681307464838, "eta_seconds": 7009.674707937054, "iteration": 259859, "loss_fcos_cls": 0.1730526688043028, "loss_fcos_ctr": 0.6098859808407724, "loss_fcos_loc": 0.14791058469563723, "loss_mask": 0.2308241710998118, "loss_maskiou": 0.004092886179932975, "loss_sem_seg": 0.1781849842518568, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8960192180939361, "mask_rcnn/false_negative": 0.09208707287191419, "mask_rcnn/false_positive": 0.1054899121419491, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 28.0, "time": 0.6917015863582492, "total_loss": 1.340852720926705} {"data_time": 0.010062812827527523, "eta_seconds": 6995.850282914005, "iteration": 259879, "loss_fcos_cls": 0.1701971188886091, "loss_fcos_ctr": 0.6091511133126915, "loss_fcos_loc": 0.14190117409452796, "loss_mask": 0.22118145925924182, "loss_maskiou": 0.003998136249720119, "loss_sem_seg": 0.15202142903581262, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9034509637188208, "mask_rcnn/false_negative": 0.09661562989470954, "mask_rcnn/false_positive": 0.10911956405036552, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 26.0, "time": 0.6991822570562363, "total_loss": 1.3143802989725373} {"data_time": 0.009641355834901333, "eta_seconds": 6982.025857890956, "iteration": 259899, "loss_fcos_cls": 0.18111914407927543, "loss_fcos_ctr": 0.6107546146959066, "loss_fcos_loc": 0.1502768147038296, "loss_mask": 0.24096192885190248, "loss_maskiou": 0.00393249599437695, "loss_sem_seg": 0.14195204176940024, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9063760721679976, "mask_rcnn/false_negative": 0.07577676427616509, "mask_rcnn/false_positive": 0.123597563126913, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 19.5, "time": 0.6861035898327827, "total_loss": 1.3429721670472645} {"data_time": 0.011039412580430508, "eta_seconds": 6967.04613912385, "iteration": 259919, "loss_fcos_cls": 0.17406574997585267, "loss_fcos_ctr": 0.6123597305268049, "loss_fcos_loc": 0.15295763965696096, "loss_mask": 0.2358452407643199, "loss_maskiou": 0.003987136864452623, "loss_sem_seg": 0.15791152289602906, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942577070943911, "mask_rcnn/false_negative": 0.09879801236607241, "mask_rcnn/false_positive": 0.11677424028554727, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.75, "time": 0.7071203021332622, "total_loss": 1.335184142459184} {"data_time": 0.009121717885136604, "eta_seconds": 6952.764396466315, "iteration": 259939, "loss_fcos_cls": 0.16943596163764596, "loss_fcos_ctr": 0.6106286235153675, "loss_fcos_loc": 0.1483930278918706, "loss_mask": 0.22880364768207073, "loss_maskiou": 0.0035047159435634967, "loss_sem_seg": 0.15471397433429956, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8939344180295069, "mask_rcnn/false_negative": 0.08756867129046303, "mask_rcnn/false_positive": 0.1122536836866134, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 25.0, "time": 0.6858051493763924, "total_loss": 1.313331423290947} {"data_time": 0.010807272978127003, "eta_seconds": 6943.133525216952, "iteration": 259959, "loss_fcos_cls": 0.17342219036072493, "loss_fcos_ctr": 0.6144092697650194, "loss_fcos_loc": 0.15077474882127717, "loss_mask": 0.238010267727077, "loss_maskiou": 0.00411405314480362, "loss_sem_seg": 0.1470665626693517, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8967607510840594, "mask_rcnn/false_negative": 0.0896253914499004, "mask_rcnn/false_positive": 0.1191913734353591, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 31.75, "time": 0.6993557140231133, "total_loss": 1.3266560270494665} {"data_time": 0.010127058252692223, "eta_seconds": 6921.008710742928, "iteration": 259979, "loss_fcos_cls": 0.17993924563052133, "loss_fcos_ctr": 0.6122693354263902, "loss_fcos_loc": 0.15257504186592996, "loss_mask": 0.23672337643802166, "loss_maskiou": 0.003911382533260621, "loss_sem_seg": 0.15463329781778157, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.909564519127489, "mask_rcnn/false_negative": 0.0689173193091078, "mask_rcnn/false_positive": 0.11662988181519363, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 26.75, "time": 0.6728066764771938, "total_loss": 1.3248687160739792} {"data_time": 0.010658935643732548, "eta_seconds": 6917.525808707811, "iteration": 259999, "loss_fcos_cls": 0.17165913432836533, "loss_fcos_ctr": 0.6127647142857313, "loss_fcos_loc": 0.14533280185423791, "loss_mask": 0.24307397799566388, "loss_maskiou": 0.0038982264741207473, "loss_sem_seg": 0.15644353185780346, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9043681582375391, "mask_rcnn/false_negative": 0.07667205774325378, "mask_rcnn/false_positive": 0.11735628681220642, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.75, "time": 0.7093899147585034, "total_loss": 1.3540492085157894} {"data_time": 0.00971977598965168, "eta_seconds": 6897.479519046843, "iteration": 260019, "loss_fcos_cls": 0.18335694610141218, "loss_fcos_ctr": 0.6133073479868472, "loss_fcos_loc": 0.1519478642148897, "loss_mask": 0.23025698494166136, "loss_maskiou": 0.0037498719029827043, "loss_sem_seg": 0.15576239116489887, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8833902067320435, "mask_rcnn/false_negative": 0.10598296410842746, "mask_rcnn/false_positive": 0.12414727650479195, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 26.25, "time": 0.6953074112534523, "total_loss": 1.3591185046389} {"data_time": 0.010502737015485764, "eta_seconds": 6873.819140918553, "iteration": 260039, "loss_fcos_cls": 0.16727788420394063, "loss_fcos_ctr": 0.6119049862027168, "loss_fcos_loc": 0.15065754967508838, "loss_mask": 0.2326601091772318, "loss_maskiou": 0.003738363884622231, "loss_sem_seg": 0.15530059044249356, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8961998746867168, "mask_rcnn/false_negative": 0.07469372194724758, "mask_rcnn/false_positive": 0.11168468076737674, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 19.25, "time": 0.6661191936582327, "total_loss": 1.329782835113292} {"data_time": 0.010074437595903873, "eta_seconds": 6859.867915026844, "iteration": 260059, "loss_fcos_cls": 0.18981368432287127, "loss_fcos_ctr": 0.6136178243905306, "loss_fcos_loc": 0.15266485838219523, "loss_mask": 0.23231532331556082, "loss_maskiou": 0.0039052329047990497, "loss_sem_seg": 0.16185579512966797, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8917525274777017, "mask_rcnn/false_negative": 0.07524024325688078, "mask_rcnn/false_positive": 0.1266581628046642, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 20.5, "time": 0.6843218943104148, "total_loss": 1.3309795792483783} {"data_time": 0.010630168952047825, "eta_seconds": 6845.877219370566, "iteration": 260079, "loss_fcos_cls": 0.1661385481711477, "loss_fcos_ctr": 0.6138062942773104, "loss_fcos_loc": 0.1580077592516318, "loss_mask": 0.22984038665890694, "loss_maskiou": 0.0036015963050886057, "loss_sem_seg": 0.173478000680916, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8982468534824439, "mask_rcnn/false_negative": 0.09290959389219172, "mask_rcnn/false_positive": 0.11826308474577923, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 25.25, "time": 0.7060141190886497, "total_loss": 1.345299988579427} {"data_time": 0.00961496215313673, "eta_seconds": 6838.130650141276, "iteration": 260099, "loss_fcos_cls": 0.17625436215894297, "loss_fcos_ctr": 0.6110948566347361, "loss_fcos_loc": 0.15007721161236987, "loss_mask": 0.2345535708591342, "loss_maskiou": 0.004719799297163263, "loss_sem_seg": 0.15866775391623378, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8964877023464831, "mask_rcnn/false_negative": 0.09664720561048798, "mask_rcnn/false_positive": 0.10987894128189783, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 25.0, "time": 0.6729762833565474, "total_loss": 1.355919862686278} {"data_time": 0.010086927562952042, "eta_seconds": 6818.464426957071, "iteration": 260119, "loss_fcos_cls": 0.16614711529109627, "loss_fcos_ctr": 0.6118911765515804, "loss_fcos_loc": 0.1485990211367607, "loss_mask": 0.22209255956113338, "loss_maskiou": 0.003587689023333951, "loss_sem_seg": 0.15058685769326985, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9063104833770242, "mask_rcnn/false_negative": 0.09528621363979428, "mask_rcnn/false_positive": 0.10928969063186525, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 24.75, "time": 0.6773949777707458, "total_loss": 1.317662789777387} {"data_time": 0.010410836897790432, "eta_seconds": 6804.811820961535, "iteration": 260139, "loss_fcos_cls": 0.1829790121410042, "loss_fcos_ctr": 0.6135688275098801, "loss_fcos_loc": 0.15302168391644955, "loss_mask": 0.23287614528089762, "loss_maskiou": 0.004195411260297988, "loss_sem_seg": 0.15569387562572956, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9014530736306681, "mask_rcnn/false_negative": 0.08955883432314166, "mask_rcnn/false_positive": 0.09421271935990885, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 23.75, "time": 0.6917013386264443, "total_loss": 1.3389756287797354} {"data_time": 0.010993464849889278, "eta_seconds": 6786.477349348366, "iteration": 260159, "loss_fcos_cls": 0.1757485728012398, "loss_fcos_ctr": 0.6129764653742313, "loss_fcos_loc": 0.15505983831826597, "loss_mask": 0.23922968795523047, "loss_maskiou": 0.0038027108275855426, "loss_sem_seg": 0.1547124357894063, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8983099825810198, "mask_rcnn/false_negative": 0.09203283439651921, "mask_rcnn/false_positive": 0.11276791214771707, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 25.25, "time": 0.67806052044034, "total_loss": 1.365807884503738} {"data_time": 0.010290442034602165, "eta_seconds": 6772.685097850859, "iteration": 260179, "loss_fcos_cls": 0.1698437454761006, "loss_fcos_ctr": 0.6133043617010117, "loss_fcos_loc": 0.1561436417978257, "loss_mask": 0.23548339027911425, "loss_maskiou": 0.004393338756926823, "loss_sem_seg": 0.173187545966357, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.905823028363888, "mask_rcnn/false_negative": 0.09727727076694039, "mask_rcnn/false_positive": 0.11945224140300562, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 27.0, "time": 0.7065949086099863, "total_loss": 1.3717876286391402} {"data_time": 0.010100669227540493, "eta_seconds": 6763.072535737418, "iteration": 260199, "loss_fcos_cls": 0.17070380074437708, "loss_fcos_ctr": 0.6106632933951914, "loss_fcos_loc": 0.14897567534353584, "loss_mask": 0.2260535778477788, "loss_maskiou": 0.0037246319516270887, "loss_sem_seg": 0.15574296959675848, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9049063122723837, "mask_rcnn/false_negative": 0.08160968773514077, "mask_rcnn/false_positive": 0.10244821194174242, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 22.5, "time": 0.6988187748938799, "total_loss": 1.3355521639241488} {"data_time": 0.010206093080341816, "eta_seconds": 6759.267325498164, "iteration": 260219, "loss_fcos_cls": 0.16712680598720908, "loss_fcos_ctr": 0.6104908185079694, "loss_fcos_loc": 0.15262295585125685, "loss_mask": 0.235433098860085, "loss_maskiou": 0.004442548044607975, "loss_sem_seg": 0.1576723144389689, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9050600759784433, "mask_rcnn/false_negative": 0.0816200120209138, "mask_rcnn/false_positive": 0.14033636862758092, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 30.25, "time": 0.6983641004189849, "total_loss": 1.3759105185781664} {"data_time": 0.010590518824756145, "eta_seconds": 6740.788580552675, "iteration": 260239, "loss_fcos_cls": 0.16969929781043902, "loss_fcos_ctr": 0.6130947284400463, "loss_fcos_loc": 0.14308356819674373, "loss_mask": 0.2313345968723297, "loss_maskiou": 0.0043605714599834755, "loss_sem_seg": 0.14990611735265702, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8974566251939372, "mask_rcnn/false_negative": 0.07741439672349873, "mask_rcnn/false_positive": 0.11082787036368584, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 25.25, "time": 0.6945897387340665, "total_loss": 1.3366176910203649} {"data_time": 0.009613300673663616, "eta_seconds": 6726.976904329844, "iteration": 260259, "loss_fcos_cls": 0.16774320334661752, "loss_fcos_ctr": 0.6138204215094447, "loss_fcos_loc": 0.1521405610255897, "loss_mask": 0.23732182616367936, "loss_maskiou": 0.004070312832482159, "loss_sem_seg": 0.15513188019394875, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8938681200265252, "mask_rcnn/false_negative": 0.07790076700176074, "mask_rcnn/false_positive": 0.13088086031350682, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 24.5, "time": 0.693444442935288, "total_loss": 1.338514416689577} {"data_time": 0.01000992115586996, "eta_seconds": 6707.8694133153185, "iteration": 260279, "loss_fcos_cls": 0.1669841707625892, "loss_fcos_ctr": 0.6113539393991232, "loss_fcos_loc": 0.14737713639624417, "loss_mask": 0.23166659427806735, "loss_maskiou": 0.0036734774730575737, "loss_sem_seg": 0.17237241426482797, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9002365431548407, "mask_rcnn/false_negative": 0.09151517918558993, "mask_rcnn/false_positive": 0.10951196037304015, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 28.0, "time": 0.6783920340240002, "total_loss": 1.3484583684039535} {"data_time": 0.010890444740653038, "eta_seconds": 6689.931588865817, "iteration": 260299, "loss_fcos_cls": 0.1733094725641422, "loss_fcos_ctr": 0.6162714236415923, "loss_fcos_loc": 0.15163734322413802, "loss_mask": 0.239439582452178, "loss_maskiou": 0.0038405808445531875, "loss_sem_seg": 0.15258314181119204, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8817655079273088, "mask_rcnn/false_negative": 0.11555357911276722, "mask_rcnn/false_positive": 0.12989462428565451, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.75, "time": 0.6861777836456895, "total_loss": 1.3296600844114437} {"data_time": 0.009772093035280704, "eta_seconds": 6678.402188608423, "iteration": 260319, "loss_fcos_cls": 0.18126983719412237, "loss_fcos_ctr": 0.6110823284834623, "loss_fcos_loc": 0.14987899432890117, "loss_mask": 0.22877511847764254, "loss_maskiou": 0.0036905585420754505, "loss_sem_seg": 0.15669126180000603, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.890657414281502, "mask_rcnn/false_negative": 0.10317502439157983, "mask_rcnn/false_positive": 0.1242104359151219, "roi_head/num_bg_samples": 39.0, "roi_head/num_fg_samples": 30.25, "time": 0.6829030402004719, "total_loss": 1.341117973868677} {"data_time": 0.010336410254240036, "eta_seconds": 6666.651637367904, "iteration": 260339, "loss_fcos_cls": 0.16837939084507525, "loss_fcos_ctr": 0.6113716429099441, "loss_fcos_loc": 0.14792714169016108, "loss_mask": 0.2405010238289833, "loss_maskiou": 0.004174119818344479, "loss_sem_seg": 0.17186529946047813, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9087424662847595, "mask_rcnn/false_negative": 0.08502672271063544, "mask_rcnn/false_positive": 0.10448184424470446, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 28.75, "time": 0.705117174424231, "total_loss": 1.3451160527074535} {"data_time": 0.010221889242529869, "eta_seconds": 6652.85047467798, "iteration": 260359, "loss_fcos_cls": 0.1723101253155619, "loss_fcos_ctr": 0.6110101202502847, "loss_fcos_loc": 0.14376260491553694, "loss_mask": 0.2372311418876052, "loss_maskiou": 0.0042319869171478786, "loss_sem_seg": 0.15715549467131495, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8921265207611604, "mask_rcnn/false_negative": 0.08271113111058724, "mask_rcnn/false_positive": 0.1273073114663357, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 27.75, "time": 0.6807491220533848, "total_loss": 1.3414338607835816} {"data_time": 0.010750885121524334, "eta_seconds": 6639.049311988056, "iteration": 260379, "loss_fcos_cls": 0.16744786011986434, "loss_fcos_ctr": 0.614253357052803, "loss_fcos_loc": 0.15413223864743486, "loss_mask": 0.23926079645752907, "loss_maskiou": 0.00420711885089986, "loss_sem_seg": 0.14759503514505923, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9207641276619344, "mask_rcnn/false_negative": 0.07253943457110792, "mask_rcnn/false_positive": 0.08432911926009178, "roi_head/num_bg_samples": 37.5, "roi_head/num_fg_samples": 19.0, "time": 0.6749119441956282, "total_loss": 1.3620399449646357} {"data_time": 0.009391347877681255, "eta_seconds": 6623.214483300224, "iteration": 260399, "loss_fcos_cls": 0.17773628886789083, "loss_fcos_ctr": 0.610485365614295, "loss_fcos_loc": 0.1522788628935814, "loss_mask": 0.23726981738582253, "loss_maskiou": 0.004312032793677645, "loss_sem_seg": 0.16879149992018938, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9023144414015607, "mask_rcnn/false_negative": 0.0870360284320553, "mask_rcnn/false_positive": 0.12395577107532721, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 26.0, "time": 0.6787035558372736, "total_loss": 1.3583336080700974} {"data_time": 0.010339620523154736, "eta_seconds": 6621.055131949484, "iteration": 260419, "loss_fcos_cls": 0.17993094807025045, "loss_fcos_ctr": 0.6136002214625478, "loss_fcos_loc": 0.14979037817101926, "loss_mask": 0.23856772854924202, "loss_maskiou": 0.004035249476146419, "loss_sem_seg": 0.14954885479528457, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9120884017981639, "mask_rcnn/false_negative": 0.05844310547863092, "mask_rcnn/false_positive": 0.10741036582162491, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 27.25, "time": 0.7117322608828545, "total_loss": 1.3345766622078372} {"data_time": 0.010890493169426918, "eta_seconds": 6597.46316847112, "iteration": 260439, "loss_fcos_cls": 0.17508819059003145, "loss_fcos_ctr": 0.6126134442165494, "loss_fcos_loc": 0.14807315479265526, "loss_mask": 0.23259053891524673, "loss_maskiou": 0.0035273057073936798, "loss_sem_seg": 0.15961650689132512, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8858744556023468, "mask_rcnn/false_negative": 0.09886601447927984, "mask_rcnn/false_positive": 0.12021042014333894, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 29.25, "time": 0.6736171394586563, "total_loss": 1.332089426170569} {"data_time": 0.010016947984695435, "eta_seconds": 6577.086720581166, "iteration": 260459, "loss_fcos_cls": 0.17419905867427588, "loss_fcos_ctr": 0.6123116835951805, "loss_fcos_loc": 0.15242616378236562, "loss_mask": 0.24461222905665636, "loss_maskiou": 0.003698986476592836, "loss_sem_seg": 0.15222479309886694, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8937344779181514, "mask_rcnn/false_negative": 0.11104697466400462, "mask_rcnn/false_positive": 0.11121658678401324, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 35.0, "time": 0.671712608076632, "total_loss": 1.3601125694258371} {"data_time": 0.010715511627495289, "eta_seconds": 6564.867076522671, "iteration": 260479, "loss_fcos_cls": 0.1626454865327105, "loss_fcos_ctr": 0.6083066565915942, "loss_fcos_loc": 0.13596720050554723, "loss_mask": 0.22228079242631793, "loss_maskiou": 0.0037192973468336277, "loss_sem_seg": 0.15997828636318445, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8947459580847265, "mask_rcnn/false_negative": 0.09515099537602047, "mask_rcnn/false_positive": 0.12283028275453005, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.75, "time": 0.6654687495902181, "total_loss": 1.2960590597504051} {"data_time": 0.009908978827297688, "eta_seconds": 6556.3854691162705, "iteration": 260499, "loss_fcos_cls": 0.16704921331256628, "loss_fcos_ctr": 0.6091758888214827, "loss_fcos_loc": 0.14164810831425712, "loss_mask": 0.22293356200680137, "loss_maskiou": 0.003861401944050158, "loss_sem_seg": 0.15020197443664074, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9008698270975057, "mask_rcnn/false_negative": 0.0790876589998716, "mask_rcnn/false_positive": 0.120784870119485, "roi_head/num_bg_samples": 40.25, "roi_head/num_fg_samples": 22.75, "time": 0.7114518964663148, "total_loss": 1.2962788834702224} {"data_time": 0.010298531502485275, "eta_seconds": 6535.72573082801, "iteration": 260519, "loss_fcos_cls": 0.17008080566301942, "loss_fcos_ctr": 0.6137645654380322, "loss_fcos_loc": 0.15194496454205364, "loss_mask": 0.23516125325113535, "loss_maskiou": 0.0037955658335704356, "loss_sem_seg": 0.18284766236320138, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8790086347038815, "mask_rcnn/false_negative": 0.11162325553846467, "mask_rcnn/false_positive": 0.14524697036302908, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 36.5, "time": 0.6701853591948748, "total_loss": 1.3630482371954713} {"data_time": 0.009985717013478279, "eta_seconds": 6528.782541133463, "iteration": 260539, "loss_fcos_cls": 0.17755643095006235, "loss_fcos_ctr": 0.6125835105776787, "loss_fcos_loc": 0.16248215234372765, "loss_mask": 0.23863472044467926, "loss_maskiou": 0.004233662104525138, "loss_sem_seg": 0.1636714688502252, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8949804921968787, "mask_rcnn/false_negative": 0.10098868359154398, "mask_rcnn/false_positive": 0.11717773021262244, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 33.5, "time": 0.6979753663763404, "total_loss": 1.3590126324525045} {"data_time": 0.009212024509906769, "eta_seconds": 6512.956744269468, "iteration": 260559, "loss_fcos_cls": 0.1738613102643285, "loss_fcos_ctr": 0.6138627929612994, "loss_fcos_loc": 0.14494075754191726, "loss_mask": 0.22206199541687965, "loss_maskiou": 0.00420715291693341, "loss_sem_seg": 0.16124620544724166, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8883311035453142, "mask_rcnn/false_negative": 0.08817051765930017, "mask_rcnn/false_positive": 0.12879028791402858, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.25, "time": 0.6717163473367691, "total_loss": 1.3182050135437748} {"data_time": 0.010332049801945686, "eta_seconds": 6501.808015086688, "iteration": 260579, "loss_fcos_cls": 0.16756493807770312, "loss_fcos_ctr": 0.6129015972837806, "loss_fcos_loc": 0.15044173671049066, "loss_mask": 0.2331592650152743, "loss_maskiou": 0.0038094254159659613, "loss_sem_seg": 0.1611325052799657, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896115264287534, "mask_rcnn/false_negative": 0.08845440952181473, "mask_rcnn/false_positive": 0.12360790796127832, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 32.75, "time": 0.6892552888020873, "total_loss": 1.3314794443713254} {"data_time": 0.00974771473556757, "eta_seconds": 6484.903541968204, "iteration": 260599, "loss_fcos_cls": 0.1682629173155874, "loss_fcos_ctr": 0.6094821123406291, "loss_fcos_loc": 0.14515459188260138, "loss_mask": 0.22308073891326785, "loss_maskiou": 0.003783949363423744, "loss_sem_seg": 0.16449110256507993, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8863535532790191, "mask_rcnn/false_negative": 0.09704214212132946, "mask_rcnn/false_positive": 0.11084576811726471, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 19.75, "time": 0.6510660955682397, "total_loss": 1.3254713797578006} {"data_time": 0.009965152479708195, "eta_seconds": 6474.202419013716, "iteration": 260619, "loss_fcos_cls": 0.17701185285113752, "loss_fcos_ctr": 0.614716375246644, "loss_fcos_loc": 0.1548711636569351, "loss_mask": 0.23911555344238877, "loss_maskiou": 0.00395647062396165, "loss_sem_seg": 0.14901765901595354, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9111150883278212, "mask_rcnn/false_negative": 0.08055803275350476, "mask_rcnn/false_positive": 0.09649353982570291, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 25.0, "time": 0.7157822148874402, "total_loss": 1.3442635116225574} {"data_time": 0.010069534182548523, "eta_seconds": 6460.39962097723, "iteration": 260639, "loss_fcos_cls": 0.1712613624986261, "loss_fcos_ctr": 0.611302156932652, "loss_fcos_loc": 0.1480512210400775, "loss_mask": 0.2362777218222618, "loss_maskiou": 0.003604543140681926, "loss_sem_seg": 0.16321423405315727, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9038695148389027, "mask_rcnn/false_negative": 0.07408375011501751, "mask_rcnn/false_positive": 0.10384095105206763, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 34.5, "time": 0.6919596018269658, "total_loss": 1.323372379556531} {"data_time": 0.01029543112963438, "eta_seconds": 6457.919453872368, "iteration": 260659, "loss_fcos_cls": 0.17667869722936302, "loss_fcos_ctr": 0.6134715620428324, "loss_fcos_loc": 0.16093453811481595, "loss_mask": 0.24227198539301753, "loss_maskiou": 0.0040508165111532435, "loss_sem_seg": 0.16494687530212104, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810937016852196, "mask_rcnn/false_negative": 0.09001312061978561, "mask_rcnn/false_positive": 0.13879259727576954, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 26.0, "time": 0.6933453967794776, "total_loss": 1.3568758428446017} {"data_time": 0.010284236632287502, "eta_seconds": 6434.366189002991, "iteration": 260679, "loss_fcos_cls": 0.17507757642306387, "loss_fcos_ctr": 0.6091015981510282, "loss_fcos_loc": 0.14980557200033218, "loss_mask": 0.22500566067174077, "loss_maskiou": 0.0034654541450436227, "loss_sem_seg": 0.17401555320248008, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898089060852304, "mask_rcnn/false_negative": 0.09497643814954186, "mask_rcnn/false_positive": 0.13794844015079594, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.25, "time": 0.6832693535834551, "total_loss": 1.3334995897239423} {"data_time": 0.01089702919125557, "eta_seconds": 6418.991226867773, "iteration": 260699, "loss_fcos_cls": 0.17024891602341086, "loss_fcos_ctr": 0.6144741307944059, "loss_fcos_loc": 0.15599694882985204, "loss_mask": 0.2444493705406785, "loss_maskiou": 0.004073021751537453, "loss_sem_seg": 0.16726797143928707, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8782909798534798, "mask_rcnn/false_negative": 0.12249512419179694, "mask_rcnn/false_positive": 0.12428405472921544, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.5, "time": 0.6896074684336782, "total_loss": 1.3656833262721193} {"data_time": 0.010320593602955341, "eta_seconds": 6406.753846168518, "iteration": 260719, "loss_fcos_cls": 0.16499326599296182, "loss_fcos_ctr": 0.6127257356420159, "loss_fcos_loc": 0.14582850132137537, "loss_mask": 0.22941129188984632, "loss_maskiou": 0.003712295638251817, "loss_sem_seg": 0.14442798355594277, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8822987528344671, "mask_rcnn/false_negative": 0.11232653979967533, "mask_rcnn/false_positive": 0.13312973209789897, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.697411703877151, "total_loss": 1.308641650764912} {"data_time": 0.010073638521134853, "eta_seconds": 6392.947674751282, "iteration": 260739, "loss_fcos_cls": 0.17472486477345228, "loss_fcos_ctr": 0.6120255663990974, "loss_fcos_loc": 0.1544952536933124, "loss_mask": 0.24042053194716573, "loss_maskiou": 0.004095324362424435, "loss_sem_seg": 0.15629003732465208, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888515093537415, "mask_rcnn/false_negative": 0.10157900144171648, "mask_rcnn/false_positive": 0.12583559931793056, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 27.75, "time": 0.7025541067123413, "total_loss": 1.3570311441471858} {"data_time": 0.010085562244057655, "eta_seconds": 6376.816488758661, "iteration": 260759, "loss_fcos_cls": 0.16575750487390906, "loss_fcos_ctr": 0.6121784839779139, "loss_fcos_loc": 0.14779561245813966, "loss_mask": 0.22522359620779753, "loss_maskiou": 0.0034805690447683446, "loss_sem_seg": 0.1677130749449134, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8922276702888948, "mask_rcnn/false_negative": 0.08529593437381365, "mask_rcnn/false_positive": 0.11570796092565502, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.0, "time": 0.6805894756689668, "total_loss": 1.3338501795260527} {"data_time": 0.009923974052071571, "eta_seconds": 6363.015349295922, "iteration": 260779, "loss_fcos_cls": 0.17936131614260375, "loss_fcos_ctr": 0.6130524114705622, "loss_fcos_loc": 0.15433807333465666, "loss_mask": 0.24389236140996218, "loss_maskiou": 0.0037834229951840825, "loss_sem_seg": 0.1699726339429617, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.894387804887763, "mask_rcnn/false_negative": 0.09571761966018705, "mask_rcnn/false_positive": 0.09944973754684963, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 32.0, "time": 0.6911836257204413, "total_loss": 1.3460884783853544} {"data_time": 0.009965954348444939, "eta_seconds": 6353.98257923685, "iteration": 260799, "loss_fcos_cls": 0.16979660803917795, "loss_fcos_ctr": 0.6154875298961997, "loss_fcos_loc": 0.15121687878854573, "loss_mask": 0.233310473151505, "loss_maskiou": 0.004361134513601428, "loss_sem_seg": 0.16569163091480732, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9156085424232927, "mask_rcnn/false_negative": 0.08463543252249306, "mask_rcnn/false_positive": 0.11106208538734813, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 27.75, "time": 0.6934955753386021, "total_loss": 1.338283101133129} {"data_time": 0.00989612564444542, "eta_seconds": 6336.086428634822, "iteration": 260819, "loss_fcos_cls": 0.16889183135936037, "loss_fcos_ctr": 0.6096808528527617, "loss_fcos_loc": 0.1505708287586458, "loss_mask": 0.2185473837889731, "loss_maskiou": 0.004311440339733963, "loss_sem_seg": 0.15522119915112853, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9066432128406918, "mask_rcnn/false_negative": 0.09605942790247615, "mask_rcnn/false_positive": 0.08828420209670328, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.5, "time": 0.6771164257079363, "total_loss": 1.3356558444356779} {"data_time": 0.009849338792264462, "eta_seconds": 6322.283822320402, "iteration": 260839, "loss_fcos_cls": 0.16594750387594104, "loss_fcos_ctr": 0.6143380529247224, "loss_fcos_loc": 0.15879038535058498, "loss_mask": 0.23199095483869314, "loss_maskiou": 0.003882140968926251, "loss_sem_seg": 0.15922124683856964, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9028540991035259, "mask_rcnn/false_negative": 0.06761849044574168, "mask_rcnn/false_positive": 0.12587971378755847, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.25, "time": 0.6816874286159873, "total_loss": 1.345797567460977} {"data_time": 0.00899841170758009, "eta_seconds": 6312.418886572123, "iteration": 260859, "loss_fcos_cls": 0.1689403388882056, "loss_fcos_ctr": 0.6099582482129335, "loss_fcos_loc": 0.15117956942413002, "loss_mask": 0.24124509561806917, "loss_maskiou": 0.004070569784744293, "loss_sem_seg": 0.16193701489828527, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8960314239332097, "mask_rcnn/false_negative": 0.09434663384090661, "mask_rcnn/false_positive": 0.11890921858897857, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 30.5, "time": 0.7063136454671621, "total_loss": 1.355332770763198} {"data_time": 0.010897496715188026, "eta_seconds": 6296.304474830627, "iteration": 260879, "loss_fcos_cls": 0.17528933472931385, "loss_fcos_ctr": 0.6104242852889001, "loss_fcos_loc": 0.1476920109707862, "loss_mask": 0.22592667443677783, "loss_maskiou": 0.004024623405712191, "loss_sem_seg": 0.1557086152024567, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8663531037414967, "mask_rcnn/false_negative": 0.12578638787457025, "mask_rcnn/false_positive": 0.13484579535084928, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.75, "time": 0.6913315588608384, "total_loss": 1.3099562246716232} {"data_time": 0.009783942252397537, "eta_seconds": 6286.218523884192, "iteration": 260899, "loss_fcos_cls": 0.17330545268487185, "loss_fcos_ctr": 0.6110329264774919, "loss_fcos_loc": 0.1528136101551354, "loss_mask": 0.2272701975889504, "loss_maskiou": 0.0033017099485732615, "loss_sem_seg": 0.16574435937218368, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9080827406720264, "mask_rcnn/false_negative": 0.08751718085392488, "mask_rcnn/false_positive": 0.0996440033867605, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 30.25, "time": 0.6934547182172537, "total_loss": 1.3422235631660442} {"data_time": 0.008949408307671547, "eta_seconds": 6270.985221415758, "iteration": 260919, "loss_fcos_cls": 0.16938766837120056, "loss_fcos_ctr": 0.6136763980612159, "loss_fcos_loc": 0.15581447270233184, "loss_mask": 0.22528157895430923, "loss_maskiou": 0.0036142710159765556, "loss_sem_seg": 0.1588397673331201, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.900423879229111, "mask_rcnn/false_negative": 0.0938144114716437, "mask_rcnn/false_positive": 0.1063119698446561, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 34.75, "time": 0.6931903408840299, "total_loss": 1.3344145652608859} {"data_time": 0.010078832507133484, "eta_seconds": 6258.589830229059, "iteration": 260939, "loss_fcos_cls": 0.16249624238116667, "loss_fcos_ctr": 0.6109164045192301, "loss_fcos_loc": 0.15158310264814645, "loss_mask": 0.23921186802908778, "loss_maskiou": 0.004481200150621589, "loss_sem_seg": 0.15761754265986383, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8799443605567228, "mask_rcnn/false_negative": 0.10514976037166529, "mask_rcnn/false_positive": 0.1254289535629412, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.75, "time": 0.6796631505712867, "total_loss": 1.3529336233223148} {"data_time": 0.010061226785182953, "eta_seconds": 6239.4681844338775, "iteration": 260959, "loss_fcos_cls": 0.1601713802665472, "loss_fcos_ctr": 0.6117986124008894, "loss_fcos_loc": 0.14777555080945604, "loss_mask": 0.22064465750008821, "loss_maskiou": 0.0034550155396573246, "loss_sem_seg": 0.16860820073634386, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9045794359410431, "mask_rcnn/false_negative": 0.07653150707897863, "mask_rcnn/false_positive": 0.11748197742907998, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 24.25, "time": 0.6619930174201727, "total_loss": 1.3167165731356363} {"data_time": 0.010245438665151596, "eta_seconds": 6233.611343823373, "iteration": 260979, "loss_fcos_cls": 0.17825522529892623, "loss_fcos_ctr": 0.6139319278299809, "loss_fcos_loc": 0.1598591428482905, "loss_mask": 0.24236871488392353, "loss_maskiou": 0.0040863022732082754, "loss_sem_seg": 0.1507169003598392, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9054405416012559, "mask_rcnn/false_negative": 0.10272718342724196, "mask_rcnn/false_positive": 0.10647600724420159, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.0, "time": 0.7153637837618589, "total_loss": 1.3562033773850999} {"data_time": 0.010493096895515919, "eta_seconds": 6213.341812786646, "iteration": 260999, "loss_fcos_cls": 0.16462642536498606, "loss_fcos_ctr": 0.6118274135515094, "loss_fcos_loc": 0.1399300696211867, "loss_mask": 0.2322428305633366, "loss_maskiou": 0.00370704638044117, "loss_sem_seg": 0.15626571816392243, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8995977794526901, "mask_rcnn/false_negative": 0.07504652234479611, "mask_rcnn/false_positive": 0.1314741708386084, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 27.25, "time": 0.6867251545190811, "total_loss": 1.3146952179486107} {"data_time": 0.009566538035869598, "eta_seconds": 6195.5363151580095, "iteration": 261019, "loss_fcos_cls": 0.17047525756061077, "loss_fcos_ctr": 0.6100162090733647, "loss_fcos_loc": 0.14665961568243802, "loss_mask": 0.22498514968901873, "loss_maskiou": 0.004404253020766191, "loss_sem_seg": 0.16197492834180593, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8849433868313945, "mask_rcnn/false_negative": 0.08570124445048158, "mask_rcnn/false_positive": 0.12308603095076004, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 34.5, "time": 0.6886358978226781, "total_loss": 1.3101016804212122} {"data_time": 0.010229895822703838, "eta_seconds": 6186.71924673859, "iteration": 261039, "loss_fcos_cls": 0.17562711844220757, "loss_fcos_ctr": 0.6133247464895248, "loss_fcos_loc": 0.14321650541387498, "loss_mask": 0.24481384176760912, "loss_maskiou": 0.003440317806962412, "loss_sem_seg": 0.1596150202676654, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.871934220116618, "mask_rcnn/false_negative": 0.11169097834041228, "mask_rcnn/false_positive": 0.15506896600085068, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 25.0, "time": 0.7221495555713773, "total_loss": 1.3573665918047482} {"data_time": 0.009790066629648209, "eta_seconds": 6175.703749263659, "iteration": 261059, "loss_fcos_cls": 0.18008627512608655, "loss_fcos_ctr": 0.6130948537029326, "loss_fcos_loc": 0.16312428511446342, "loss_mask": 0.24527120729908347, "loss_maskiou": 0.0038321196188917384, "loss_sem_seg": 0.14210737578105181, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896436601274893, "mask_rcnn/false_negative": 0.11070700963348089, "mask_rcnn/false_positive": 0.11687657063941538, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.6937764994800091, "total_loss": 1.3723671406442008} {"data_time": 0.010048966854810715, "eta_seconds": 6152.102266016416, "iteration": 261079, "loss_fcos_cls": 0.16842944081872702, "loss_fcos_ctr": 0.6155729712918401, "loss_fcos_loc": 0.15599833568558097, "loss_mask": 0.23921239748597145, "loss_maskiou": 0.003789068061450962, "loss_sem_seg": 0.16162636573426425, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.90359721016066, "mask_rcnn/false_negative": 0.08903400849146656, "mask_rcnn/false_positive": 0.10798681188724202, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.0, "time": 0.6631776606664062, "total_loss": 1.3399221368526923} {"data_time": 0.009691653773188591, "eta_seconds": 6142.849940232933, "iteration": 261099, "loss_fcos_cls": 0.16808339703129604, "loss_fcos_ctr": 0.6139617748558521, "loss_fcos_loc": 0.15312424208968878, "loss_mask": 0.23073282791301608, "loss_maskiou": 0.0033518339369038586, "loss_sem_seg": 0.15543462499044836, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9079023371683799, "mask_rcnn/false_negative": 0.08367290658165627, "mask_rcnn/false_positive": 0.09551172926202486, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 23.5, "time": 0.7082798006013036, "total_loss": 1.3258381282175833} {"data_time": 0.009830883704125881, "eta_seconds": 6132.873004227877, "iteration": 261119, "loss_fcos_cls": 0.1679816140094772, "loss_fcos_ctr": 0.6138438368216157, "loss_fcos_loc": 0.14481016690842807, "loss_mask": 0.2361736325547099, "loss_maskiou": 0.003738669074664358, "loss_sem_seg": 0.15061717573553324, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8840353954081632, "mask_rcnn/false_negative": 0.09898357297925946, "mask_rcnn/false_positive": 0.12018482702019087, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 23.0, "time": 0.6914750337600708, "total_loss": 1.328029519663687} {"data_time": 0.011423514224588871, "eta_seconds": 6123.50149296876, "iteration": 261139, "loss_fcos_cls": 0.1780337558593601, "loss_fcos_ctr": 0.6126611554063857, "loss_fcos_loc": 0.15491511375876144, "loss_mask": 0.23714725393801928, "loss_maskiou": 0.0040010475349845365, "loss_sem_seg": 0.15935141837690026, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8849513890922223, "mask_rcnn/false_negative": 0.08223833863495551, "mask_rcnn/false_positive": 0.13065782415703076, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 32.25, "time": 0.7056881496682763, "total_loss": 1.3473675406130496} {"data_time": 0.009822544641792774, "eta_seconds": 6112.2830606801435, "iteration": 261159, "loss_fcos_cls": 0.16633990034461021, "loss_fcos_ctr": 0.6113748701754957, "loss_fcos_loc": 0.14692623540759087, "loss_mask": 0.2261861115694046, "loss_maskiou": 0.0035544350394047797, "loss_sem_seg": 0.167678554658778, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9225032438407075, "mask_rcnn/false_negative": 0.0663517465789074, "mask_rcnn/false_positive": 0.08987252615234279, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.5, "time": 0.6912259003147483, "total_loss": 1.3260008664874476} {"data_time": 0.010104428045451641, "eta_seconds": 6095.948643961921, "iteration": 261179, "loss_fcos_cls": 0.18329359393101186, "loss_fcos_ctr": 0.6114296112209558, "loss_fcos_loc": 0.14800421276595443, "loss_mask": 0.23308864375576377, "loss_maskiou": 0.003803603416599799, "loss_sem_seg": 0.15650909068062901, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9009105763196052, "mask_rcnn/false_negative": 0.09423023660096055, "mask_rcnn/false_positive": 0.1104399949802066, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 26.0, "time": 0.6908969227224588, "total_loss": 1.3393709907140874} {"data_time": 0.00992281548678875, "eta_seconds": 6081.9938482241705, "iteration": 261199, "loss_fcos_cls": 0.17427924985531718, "loss_fcos_ctr": 0.6155959684401751, "loss_fcos_loc": 0.15361272462178022, "loss_mask": 0.23403968894854188, "loss_maskiou": 0.004026083261123858, "loss_sem_seg": 0.15706006530672312, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898630504833512, "mask_rcnn/false_negative": 0.09799012764930537, "mask_rcnn/false_positive": 0.1301597797230642, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 35.0, "time": 0.7026703748852015, "total_loss": 1.331389903625677} {"data_time": 0.010876983404159546, "eta_seconds": 6066.539431169629, "iteration": 261219, "loss_fcos_cls": 0.17317002813797444, "loss_fcos_ctr": 0.6118863690644503, "loss_fcos_loc": 0.14947463280986995, "loss_mask": 0.23594972677528858, "loss_maskiou": 0.0036083680570300203, "loss_sem_seg": 0.15404297038912773, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9038309289232934, "mask_rcnn/false_negative": 0.06680810039899102, "mask_rcnn/false_positive": 0.10758724034149934, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 25.0, "time": 0.6842084703966975, "total_loss": 1.3395692130288808} {"data_time": 0.010308468714356422, "eta_seconds": 6051.35305458121, "iteration": 261239, "loss_fcos_cls": 0.16676777409156784, "loss_fcos_ctr": 0.6131265657022595, "loss_fcos_loc": 0.1482288606930524, "loss_mask": 0.23898582393303514, "loss_maskiou": 0.0038419101256295107, "loss_sem_seg": 0.16034503653645515, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8835369674185464, "mask_rcnn/false_negative": 0.08708165823414166, "mask_rcnn/false_positive": 0.15355268528546792, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 29.5, "time": 0.6862052865326405, "total_loss": 1.3261137064637296} {"data_time": 0.009636183269321918, "eta_seconds": 6031.36136487592, "iteration": 261259, "loss_fcos_cls": 0.17580636963248253, "loss_fcos_ctr": 0.6101398766040802, "loss_fcos_loc": 0.14626078843139112, "loss_mask": 0.2328544221818447, "loss_maskiou": 0.0038210810635064263, "loss_sem_seg": 0.15595561498776078, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9115607634399683, "mask_rcnn/false_negative": 0.08848355928402044, "mask_rcnn/false_positive": 0.09244041109052331, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 18.0, "time": 0.6626795120537281, "total_loss": 1.3417124002880882} {"data_time": 0.009722258895635605, "eta_seconds": 6021.022045620717, "iteration": 261279, "loss_fcos_cls": 0.17960811010561883, "loss_fcos_ctr": 0.6163310930132866, "loss_fcos_loc": 0.1572896604775451, "loss_mask": 0.24540004134178162, "loss_maskiou": 0.0038967494256212376, "loss_sem_seg": 0.17642901162616909, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.887098518956697, "mask_rcnn/false_negative": 0.09348153706894763, "mask_rcnn/false_positive": 0.12442326189776509, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 30.75, "time": 0.7039885325357318, "total_loss": 1.369506828195881} {"data_time": 0.010046562179923058, "eta_seconds": 6002.378518894315, "iteration": 261299, "loss_fcos_cls": 0.17413605557521805, "loss_fcos_ctr": 0.6162899984046817, "loss_fcos_loc": 0.15559681179001927, "loss_mask": 0.23464904725551605, "loss_maskiou": 0.003841897108941339, "loss_sem_seg": 0.14664329850347713, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8869252816956898, "mask_rcnn/false_negative": 0.09282191197043489, "mask_rcnn/false_positive": 0.1347093800671213, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.0, "time": 0.6653190432116389, "total_loss": 1.3364153195198014} {"data_time": 0.010335511527955532, "eta_seconds": 5992.359339378774, "iteration": 261319, "loss_fcos_cls": 0.1836934273596853, "loss_fcos_ctr": 0.6137645351700485, "loss_fcos_loc": 0.1610375753371045, "loss_mask": 0.24111730977892876, "loss_maskiou": 0.003933718649932416, "loss_sem_seg": 0.16403375822119415, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8948093460325851, "mask_rcnn/false_negative": 0.08303327066852688, "mask_rcnn/false_positive": 0.14037406014121845, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.0, "time": 0.7040396397933364, "total_loss": 1.3599903291251394} {"data_time": 0.009914742782711983, "eta_seconds": 5978.553650312126, "iteration": 261339, "loss_fcos_cls": 0.16924223280511796, "loss_fcos_ctr": 0.612365847453475, "loss_fcos_loc": 0.15413550240918994, "loss_mask": 0.23187062982469797, "loss_maskiou": 0.0037629939306498272, "loss_sem_seg": 0.15950504632201046, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9015253793825222, "mask_rcnn/false_negative": 0.08204484258131754, "mask_rcnn/false_positive": 0.1177533048407379, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 28.25, "time": 0.6991657176986337, "total_loss": 1.3171855872060405} {"data_time": 0.00965916272252798, "eta_seconds": 5964.747961245477, "iteration": 261359, "loss_fcos_cls": 0.17614775855327025, "loss_fcos_ctr": 0.613880761899054, "loss_fcos_loc": 0.15490354364737868, "loss_mask": 0.24099984532222152, "loss_maskiou": 0.003744957415619865, "loss_sem_seg": 0.15966884302906692, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8744800028393356, "mask_rcnn/false_negative": 0.0982289437613465, "mask_rcnn/false_positive": 0.13953191420952982, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 34.75, "time": 0.6841511344537139, "total_loss": 1.3533987053306191} {"data_time": 0.010213377885520458, "eta_seconds": 5954.568033455871, "iteration": 261379, "loss_fcos_cls": 0.16534815763588995, "loss_fcos_ctr": 0.6128159882500768, "loss_fcos_loc": 0.1507944503100589, "loss_mask": 0.22798149567097425, "loss_maskiou": 0.003959783291065833, "loss_sem_seg": 0.15322696650400758, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9147426211864056, "mask_rcnn/false_negative": 0.08961215611285211, "mask_rcnn/false_positive": 0.09982442902405272, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 25.0, "time": 0.699488521553576, "total_loss": 1.3142549338044773} {"data_time": 0.009055111557245255, "eta_seconds": 5940.7539329258725, "iteration": 261399, "loss_fcos_cls": 0.17106058570789173, "loss_fcos_ctr": 0.6117194576654583, "loss_fcos_loc": 0.1475947982398793, "loss_mask": 0.22198349703103304, "loss_maskiou": 0.0036713843655888923, "loss_sem_seg": 0.16564303333871067, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9294186607391495, "mask_rcnn/false_negative": 0.06450870847977294, "mask_rcnn/false_positive": 0.11610976408714213, "roi_head/num_bg_samples": 37.5, "roi_head/num_fg_samples": 19.5, "time": 0.6796369748190045, "total_loss": 1.3296770368615398} {"data_time": 0.010495612397789955, "eta_seconds": 5923.330894045532, "iteration": 261419, "loss_fcos_cls": 0.17155968316365033, "loss_fcos_ctr": 0.6125715784728527, "loss_fcos_loc": 0.14397316868416965, "loss_mask": 0.23487817915156484, "loss_maskiou": 0.0037618547212332487, "loss_sem_seg": 0.17152842762880027, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901717406181693, "mask_rcnn/false_negative": 0.08998888175629352, "mask_rcnn/false_positive": 0.11601074733525288, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 35.0, "time": 0.6903869742527604, "total_loss": 1.3530047322656173} {"data_time": 0.010026481933891773, "eta_seconds": 5911.893456727266, "iteration": 261439, "loss_fcos_cls": 0.17845289641991258, "loss_fcos_ctr": 0.614447801373899, "loss_fcos_loc": 0.15434243495110422, "loss_mask": 0.22649076394736767, "loss_maskiou": 0.00412685039009375, "loss_sem_seg": 0.15439499536296353, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8979970284817224, "mask_rcnn/false_negative": 0.07440344087946402, "mask_rcnn/false_positive": 0.13011460070363645, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 27.0, "time": 0.6883296938613057, "total_loss": 1.3530950318163377} {"data_time": 0.011081518605351448, "eta_seconds": 5899.311631335877, "iteration": 261459, "loss_fcos_cls": 0.17073400964727625, "loss_fcos_ctr": 0.6138888252899051, "loss_fcos_loc": 0.15862757549621165, "loss_mask": 0.2374980472959578, "loss_maskiou": 0.003709311469719978, "loss_sem_seg": 0.16695633623749018, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8943186649659864, "mask_rcnn/false_negative": 0.08148331504270007, "mask_rcnn/false_positive": 0.14304116469902978, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 25.5, "time": 0.6786907128989697, "total_loss": 1.33589069820664} {"data_time": 0.009172654710710049, "eta_seconds": 5885.497530805878, "iteration": 261479, "loss_fcos_cls": 0.17475194833241403, "loss_fcos_ctr": 0.613273405469954, "loss_fcos_loc": 0.14678067434579134, "loss_mask": 0.23501823609694839, "loss_maskiou": 0.003651899826081717, "loss_sem_seg": 0.16757010016590357, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9001594387755102, "mask_rcnn/false_negative": 0.09404274850539737, "mask_rcnn/false_positive": 0.11552686564826359, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 32.25, "time": 0.6808740124106407, "total_loss": 1.3162790220485476} {"data_time": 0.009258411824703217, "eta_seconds": 5870.3411368960515, "iteration": 261499, "loss_fcos_cls": 0.18871131859486923, "loss_fcos_ctr": 0.6144689824432135, "loss_fcos_loc": 0.15787503740284592, "loss_mask": 0.2380489418283105, "loss_maskiou": 0.004277512358385138, "loss_sem_seg": 0.17543446808122098, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.89717478828266, "mask_rcnn/false_negative": 0.0824897537702198, "mask_rcnn/false_positive": 0.12881387208745732, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.25, "time": 0.6982362568378448, "total_loss": 1.3789149161748355} {"data_time": 0.009976416826248169, "eta_seconds": 5857.869329745881, "iteration": 261519, "loss_fcos_cls": 0.17986302671488374, "loss_fcos_ctr": 0.6130188256502151, "loss_fcos_loc": 0.15210580278653651, "loss_mask": 0.23734415043145418, "loss_maskiou": 0.0041961888782680035, "loss_sem_seg": 0.16078355954959989, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935060410302735, "mask_rcnn/false_negative": 0.09890592266435796, "mask_rcnn/false_positive": 0.12137770815744835, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 25.25, "time": 0.6957469256594777, "total_loss": 1.3490912179258885} {"data_time": 0.009628400206565857, "eta_seconds": 5834.876950203441, "iteration": 261539, "loss_fcos_cls": 0.1755851177731529, "loss_fcos_ctr": 0.6130116060376167, "loss_fcos_loc": 0.15415903722168878, "loss_mask": 0.23784396005794406, "loss_maskiou": 0.0038646124012302607, "loss_sem_seg": 0.14985305606387556, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.893280695430346, "mask_rcnn/false_negative": 0.08472981019913423, "mask_rcnn/false_positive": 0.12339604071080341, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 36.0, "time": 0.677122806198895, "total_loss": 1.348945963109145} {"data_time": 0.010447526350617409, "eta_seconds": 5824.358915560879, "iteration": 261559, "loss_fcos_cls": 0.16455810412298888, "loss_fcos_ctr": 0.6125171771273017, "loss_fcos_loc": 0.14612675900571048, "loss_mask": 0.23009678022935987, "loss_maskiou": 0.004062011372298002, "loss_sem_seg": 0.16246192634571344, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8774520043851146, "mask_rcnn/false_negative": 0.09676685047536639, "mask_rcnn/false_positive": 0.1309637568706098, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.75, "time": 0.6995769571512938, "total_loss": 1.3440639685068163} {"data_time": 0.010188997723162174, "eta_seconds": 5806.582449316978, "iteration": 261579, "loss_fcos_cls": 0.16980990226147696, "loss_fcos_ctr": 0.6131558567285538, "loss_fcos_loc": 0.14767428149934858, "loss_mask": 0.22995184222236276, "loss_maskiou": 0.0036854749560006894, "loss_sem_seg": 0.1629597027786076, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9017605397422127, "mask_rcnn/false_negative": 0.10032488769549891, "mask_rcnn/false_positive": 0.10255164585475471, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 31.5, "time": 0.6726053925231099, "total_loss": 1.3432733085101063} {"data_time": 0.010559278540313244, "eta_seconds": 5793.836951262318, "iteration": 261599, "loss_fcos_cls": 0.17934878190862946, "loss_fcos_ctr": 0.6128171253949404, "loss_fcos_loc": 0.1559751459863037, "loss_mask": 0.2466068547219038, "loss_maskiou": 0.0038981669495115057, "loss_sem_seg": 0.16188001621048898, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8825806723551489, "mask_rcnn/false_negative": 0.09881964866866162, "mask_rcnn/false_positive": 0.10321319746755225, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.25, "time": 0.6955298036336899, "total_loss": 1.350167636774131} {"data_time": 0.010326889343559742, "eta_seconds": 5775.608722520061, "iteration": 261619, "loss_fcos_cls": 0.17738706921227276, "loss_fcos_ctr": 0.6144219199195504, "loss_fcos_loc": 0.15416252159047872, "loss_mask": 0.22629630798473954, "loss_maskiou": 0.0037946214388284716, "loss_sem_seg": 0.14218058716505766, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8921721466364323, "mask_rcnn/false_negative": 0.09770645643752254, "mask_rcnn/false_positive": 0.10956910202497928, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 31.75, "time": 0.6815129518508911, "total_loss": 1.3333265428764207} {"data_time": 0.009011083282530308, "eta_seconds": 5762.063844409771, "iteration": 261639, "loss_fcos_cls": 0.16802038939204067, "loss_fcos_ctr": 0.6140854191035032, "loss_fcos_loc": 0.149834742420353, "loss_mask": 0.23495843261480331, "loss_maskiou": 0.003569956636056304, "loss_sem_seg": 0.1554069968406111, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9046850883210427, "mask_rcnn/false_negative": 0.06715516819691433, "mask_rcnn/false_positive": 0.12456455525141799, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 22.5, "time": 0.6965262973681092, "total_loss": 1.311784261954017} {"data_time": 0.009791680611670017, "eta_seconds": 5746.526623800397, "iteration": 261659, "loss_fcos_cls": 0.17210961959790438, "loss_fcos_ctr": 0.6098667061887681, "loss_fcos_loc": 0.14837263606023043, "loss_mask": 0.22694769920781255, "loss_maskiou": 0.004128704393224325, "loss_sem_seg": 0.17181297345086932, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8969943746729461, "mask_rcnn/false_negative": 0.07035057020187252, "mask_rcnn/false_positive": 0.11644068501593337, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 24.0, "time": 0.6675006002187729, "total_loss": 1.3692222110039438} {"data_time": 0.00921407900750637, "eta_seconds": 5734.497458358295, "iteration": 261679, "loss_fcos_cls": 0.18005185120273381, "loss_fcos_ctr": 0.6128546567633748, "loss_fcos_loc": 0.15937313775066286, "loss_mask": 0.24574821908026934, "loss_maskiou": 0.004103645736904582, "loss_sem_seg": 0.15937429387122393, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9130419053586347, "mask_rcnn/false_negative": 0.08071367433236093, "mask_rcnn/false_positive": 0.09696033206139534, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.25, "time": 0.6921315230429173, "total_loss": 1.35641629024758} {"data_time": 0.01025984063744545, "eta_seconds": 5724.870912085287, "iteration": 261699, "loss_fcos_cls": 0.16516050335485488, "loss_fcos_ctr": 0.6128387534990907, "loss_fcos_loc": 0.15481752960477024, "loss_mask": 0.2430544551461935, "loss_maskiou": 0.003581527551432373, "loss_sem_seg": 0.1462035029544495, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8949655892576811, "mask_rcnn/false_negative": 0.08092770293319801, "mask_rcnn/false_positive": 0.1456198664954682, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.5, "time": 0.6979102408513427, "total_loss": 1.3474813539105526} {"data_time": 0.010889071971178055, "eta_seconds": 5706.460468844511, "iteration": 261719, "loss_fcos_cls": 0.17478407826274633, "loss_fcos_ctr": 0.613054821267724, "loss_fcos_loc": 0.1541692100581713, "loss_mask": 0.23935768473893404, "loss_maskiou": 0.0039035899826558307, "loss_sem_seg": 0.14880510908551514, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875799860948052, "mask_rcnn/false_negative": 0.08881867579582259, "mask_rcnn/false_positive": 0.11964613685351125, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 28.25, "time": 0.6736975992098451, "total_loss": 1.3551427114089165} {"data_time": 0.010165571235120296, "eta_seconds": 5686.304718671367, "iteration": 261739, "loss_fcos_cls": 0.169270335463807, "loss_fcos_ctr": 0.6123847384005785, "loss_fcos_loc": 0.15160088695120066, "loss_mask": 0.2384030856192112, "loss_maskiou": 0.0037689318214688683, "loss_sem_seg": 0.15218846150673926, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9076803206267492, "mask_rcnn/false_negative": 0.0851747691326121, "mask_rcnn/false_positive": 0.0951579434077374, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 28.5, "time": 0.6566684506833553, "total_loss": 1.3284320339735132} {"data_time": 0.010336926206946373, "eta_seconds": 5676.232775408775, "iteration": 261759, "loss_fcos_cls": 0.16617448756005615, "loss_fcos_ctr": 0.6136492807418108, "loss_fcos_loc": 0.15853611566126347, "loss_mask": 0.2455132082104683, "loss_maskiou": 0.004118397264392115, "loss_sem_seg": 0.15504295576829463, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866085923005566, "mask_rcnn/false_negative": 0.1239520081864009, "mask_rcnn/false_positive": 0.1289853983721158, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.75, "time": 0.6974301803857088, "total_loss": 1.3509631646065827} {"data_time": 0.01023232564330101, "eta_seconds": 5660.277014807798, "iteration": 261779, "loss_fcos_cls": 0.17398336669430137, "loss_fcos_ctr": 0.6120855705812573, "loss_fcos_loc": 0.1509872949682176, "loss_mask": 0.22004608437418938, "loss_maskiou": 0.0036861634744127514, "loss_sem_seg": 0.16517283208668232, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8912289102561815, "mask_rcnn/false_negative": 0.06788922713699327, "mask_rcnn/false_positive": 0.12848445738213868, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 23.75, "time": 0.6822302201762795, "total_loss": 1.306629666025401} {"data_time": 0.010056555271148682, "eta_seconds": 5647.502998043783, "iteration": 261799, "loss_fcos_cls": 0.1807568100048229, "loss_fcos_ctr": 0.6125223878771067, "loss_fcos_loc": 0.14526061690412462, "loss_mask": 0.2352760061621666, "loss_maskiou": 0.003929152564523974, "loss_sem_seg": 0.17191663547419012, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8887159863945577, "mask_rcnn/false_negative": 0.08499412831995759, "mask_rcnn/false_positive": 0.13262726530504093, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.25, "time": 0.7092916248366237, "total_loss": 1.3615364079050778} {"data_time": 0.009517638944089413, "eta_seconds": 5634.905998740345, "iteration": 261819, "loss_fcos_cls": 0.16883409349247813, "loss_fcos_ctr": 0.6120946686714888, "loss_fcos_loc": 0.14745717198820785, "loss_mask": 0.2282307231798768, "loss_maskiou": 0.003843116406642366, "loss_sem_seg": 0.15524007217027247, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898008431171696, "mask_rcnn/false_negative": 0.09988691744510639, "mask_rcnn/false_positive": 0.11451799195232121, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.6883834982290864, "total_loss": 1.3157005222292355} {"data_time": 0.010828900150954723, "eta_seconds": 5624.058340996504, "iteration": 261839, "loss_fcos_cls": 0.17719101722468622, "loss_fcos_ctr": 0.6104561225511134, "loss_fcos_loc": 0.14952618157258257, "loss_mask": 0.22916504042223096, "loss_maskiou": 0.0034627969416760607, "loss_sem_seg": 0.1700887766201049, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9167601012179065, "mask_rcnn/false_negative": 0.07242473971832665, "mask_rcnn/false_positive": 0.1029608069483635, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 23.5, "time": 0.7088867453858256, "total_loss": 1.347989365182002} {"data_time": 0.00923591572791338, "eta_seconds": 5606.184844174422, "iteration": 261859, "loss_fcos_cls": 0.17928490741178393, "loss_fcos_ctr": 0.6142978509888053, "loss_fcos_loc": 0.15160203026607633, "loss_mask": 0.22536349575966597, "loss_maskiou": 0.0035510931338649243, "loss_sem_seg": 0.14489317225525156, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8986254609178197, "mask_rcnn/false_negative": 0.09258272738946963, "mask_rcnn/false_positive": 0.11284857101188367, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.0, "time": 0.6714455094188452, "total_loss": 1.320106997329276} {"data_time": 0.010106392204761505, "eta_seconds": 5591.425573197193, "iteration": 261879, "loss_fcos_cls": 0.17069121124222875, "loss_fcos_ctr": 0.611897406168282, "loss_fcos_loc": 0.1510265995748341, "loss_mask": 0.22828648518770933, "loss_maskiou": 0.003579975920729339, "loss_sem_seg": 0.15055611624848098, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9141935750041257, "mask_rcnn/false_negative": 0.084328587852468, "mask_rcnn/false_positive": 0.099677664352677, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 22.75, "time": 0.6868930347263813, "total_loss": 1.3290695538107684} {"data_time": 0.00962387677282095, "eta_seconds": 5577.6552848750725, "iteration": 261899, "loss_fcos_cls": 0.1715625924989581, "loss_fcos_ctr": 0.6133057558909059, "loss_fcos_loc": 0.15150864387396723, "loss_mask": 0.2332585984840989, "loss_maskiou": 0.003795743345108349, "loss_sem_seg": 0.17030733660794795, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9120797927184812, "mask_rcnn/false_negative": 0.08721014664348713, "mask_rcnn/false_positive": 0.10898470069542156, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 25.25, "time": 0.7004283908754587, "total_loss": 1.3532787666845252} {"data_time": 0.010249964892864227, "eta_seconds": 5562.405087953433, "iteration": 261919, "loss_fcos_cls": 0.1758463176083751, "loss_fcos_ctr": 0.6088338037952781, "loss_fcos_loc": 0.1473573048133403, "loss_mask": 0.2421354167163372, "loss_maskiou": 0.004569217751850374, "loss_sem_seg": 0.15777076920494437, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8903036279700929, "mask_rcnn/false_negative": 0.09255496887154732, "mask_rcnn/false_positive": 0.12854684222351276, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.0, "time": 0.6810979600995779, "total_loss": 1.3495275889290497} {"data_time": 0.010396409779787064, "eta_seconds": 5549.60048946552, "iteration": 261939, "loss_fcos_cls": 0.18224346393253654, "loss_fcos_ctr": 0.6105141015723348, "loss_fcos_loc": 0.14619476289954036, "loss_mask": 0.22624901914969087, "loss_maskiou": 0.004176004171313252, "loss_sem_seg": 0.1657842262648046, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8974751837883371, "mask_rcnn/false_negative": 0.10650617976394874, "mask_rcnn/false_positive": 0.10009502692429523, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 32.5, "time": 0.6923309983685613, "total_loss": 1.3303949729197484} {"data_time": 0.009620008058845997, "eta_seconds": 5536.34441990871, "iteration": 261959, "loss_fcos_cls": 0.1739434059127234, "loss_fcos_ctr": 0.6154026258736849, "loss_fcos_loc": 0.1598375061294064, "loss_mask": 0.2385514103807509, "loss_maskiou": 0.004490433195314836, "loss_sem_seg": 0.16892325482331216, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8933959694989106, "mask_rcnn/false_negative": 0.09073726512580343, "mask_rcnn/false_positive": 0.12841809320037453, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 21.25, "time": 0.6863952949643135, "total_loss": 1.3614508323080372} {"data_time": 0.009743456728756428, "eta_seconds": 5520.022832818329, "iteration": 261979, "loss_fcos_cls": 0.1724446100415662, "loss_fcos_ctr": 0.6127529200166464, "loss_fcos_loc": 0.1501067690551281, "loss_mask": 0.23603273462504148, "loss_maskiou": 0.0044516284488054225, "loss_sem_seg": 0.17386803915724158, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8918922109040262, "mask_rcnn/false_negative": 0.08934504924951658, "mask_rcnn/false_positive": 0.12950451613780933, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 30.0, "time": 0.6761221941560507, "total_loss": 1.3548290901017026} {"data_time": 0.010747944936156273, "eta_seconds": 5508.293451955542, "iteration": 261999, "loss_fcos_cls": 0.17245016666129231, "loss_fcos_ctr": 0.6116939056664705, "loss_fcos_loc": 0.14647001423873007, "loss_mask": 0.24267963878810406, "loss_maskiou": 0.003911415537004359, "loss_sem_seg": 0.16079517011530697, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8879632912487029, "mask_rcnn/false_negative": 0.0977450302649539, "mask_rcnn/false_positive": 0.10661543288522357, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.5, "time": 0.7033211570233107, "total_loss": 1.329972588820965} {"data_time": 0.009793940000236034, "eta_seconds": 5494.524439452216, "iteration": 262019, "loss_fcos_cls": 0.17732304841047153, "loss_fcos_ctr": 0.6116957515478134, "loss_fcos_loc": 0.1561454741167836, "loss_mask": 0.23057548655197024, "loss_maskiou": 0.003984043454693165, "loss_sem_seg": 0.1819922151044011, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914027194802271, "mask_rcnn/false_negative": 0.08346410962764184, "mask_rcnn/false_positive": 0.12444838750857076, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 34.25, "time": 0.6909680338576436, "total_loss": 1.3529442493163515} {"data_time": 0.009572327136993408, "eta_seconds": 5480.75542694889, "iteration": 262039, "loss_fcos_cls": 0.1669207822997123, "loss_fcos_ctr": 0.6105889696627855, "loss_fcos_loc": 0.15401362086413428, "loss_mask": 0.23467104928568006, "loss_maskiou": 0.003909157763700932, "loss_sem_seg": 0.15659106243401766, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935027822942363, "mask_rcnn/false_negative": 0.09957898952609986, "mask_rcnn/false_positive": 0.121027141222872, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.5, "time": 0.6956673506647348, "total_loss": 1.3381911445612786} {"data_time": 0.011335336603224277, "eta_seconds": 5465.32301835157, "iteration": 262059, "loss_fcos_cls": 0.16957864118739963, "loss_fcos_ctr": 0.6126066222786903, "loss_fcos_loc": 0.14758281054673716, "loss_mask": 0.22981668543070555, "loss_maskiou": 0.004096747223229613, "loss_sem_seg": 0.15469172084704041, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9187094759778911, "mask_rcnn/false_negative": 0.07764945111875574, "mask_rcnn/false_positive": 0.09572949569405972, "roi_head/num_bg_samples": 41.25, "roi_head/num_fg_samples": 21.5, "time": 0.6848703408613801, "total_loss": 1.3296003821960767} {"data_time": 0.009480515494942665, "eta_seconds": 5457.002986399457, "iteration": 262079, "loss_fcos_cls": 0.18087875447236001, "loss_fcos_ctr": 0.6091662338003516, "loss_fcos_loc": 0.15058113361010328, "loss_mask": 0.23956355405971408, "loss_maskiou": 0.0038409108747146092, "loss_sem_seg": 0.17786928988061845, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8955201128070276, "mask_rcnn/false_negative": 0.10345425675158859, "mask_rcnn/false_positive": 0.11561007046327107, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 32.0, "time": 0.6737687326967716, "total_loss": 1.3466482885196456} {"data_time": 0.009768699295818806, "eta_seconds": 5440.902773179114, "iteration": 262099, "loss_fcos_cls": 0.1708193983649835, "loss_fcos_ctr": 0.6122442986816168, "loss_fcos_loc": 0.14857792254770175, "loss_mask": 0.22693883534520864, "loss_maskiou": 0.0030722341707587475, "loss_sem_seg": 0.1600359824951738, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9075025843670801, "mask_rcnn/false_negative": 0.09244001720741751, "mask_rcnn/false_positive": 0.11606015501975096, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.25, "time": 0.7034603748470545, "total_loss": 1.32860537542183} {"data_time": 0.010717131197452545, "eta_seconds": 5425.140778505243, "iteration": 262119, "loss_fcos_cls": 0.1779401230160147, "loss_fcos_ctr": 0.6141368430107832, "loss_fcos_loc": 0.15773773356340826, "loss_mask": 0.23010476306080818, "loss_maskiou": 0.0037443273467943072, "loss_sem_seg": 0.16446162160718814, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901416544878821, "mask_rcnn/false_negative": 0.09131962435584459, "mask_rcnn/false_positive": 0.12160862000863823, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 21.0, "time": 0.6837545027956367, "total_loss": 1.3640130098028749} {"data_time": 0.009409936144948006, "eta_seconds": 5400.982521180995, "iteration": 262139, "loss_fcos_cls": 0.17976551980245858, "loss_fcos_ctr": 0.6122171143069863, "loss_fcos_loc": 0.15144685364793986, "loss_mask": 0.2267346796579659, "loss_maskiou": 0.0038781689436291344, "loss_sem_seg": 0.16685731941834092, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8987441130298273, "mask_rcnn/false_negative": 0.09239638740642585, "mask_rcnn/false_positive": 0.12686905937916815, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 27.75, "time": 0.6796296238899231, "total_loss": 1.3383478277282848} {"data_time": 0.010141824372112751, "eta_seconds": 5391.426564148627, "iteration": 262159, "loss_fcos_cls": 0.179458501865156, "loss_fcos_ctr": 0.6117521561682224, "loss_fcos_loc": 0.15542957209981978, "loss_mask": 0.23806999856606126, "loss_maskiou": 0.0039291078865062445, "loss_sem_seg": 0.16672939620912075, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9039201692581795, "mask_rcnn/false_negative": 0.0940733150121329, "mask_rcnn/false_positive": 0.1055755962509953, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 22.25, "time": 0.713051482103765, "total_loss": 1.3548265363497194} {"data_time": 0.009988638572394848, "eta_seconds": 5376.109571194276, "iteration": 262179, "loss_fcos_cls": 0.1688842416042462, "loss_fcos_ctr": 0.6106237582862377, "loss_fcos_loc": 0.14722316490951926, "loss_mask": 0.2366509772837162, "loss_maskiou": 0.003399633882509079, "loss_sem_seg": 0.17698941752314568, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8987250274997081, "mask_rcnn/false_negative": 0.07305175011909429, "mask_rcnn/false_positive": 0.11882123991574253, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 23.0, "time": 0.6868077674880624, "total_loss": 1.3236429414173472} {"data_time": 0.009988799691200256, "eta_seconds": 5363.922793894075, "iteration": 262199, "loss_fcos_cls": 0.17004741122946143, "loss_fcos_ctr": 0.6095434790477157, "loss_fcos_loc": 0.14502663642633706, "loss_mask": 0.24082263931632042, "loss_maskiou": 0.00416338030481711, "loss_sem_seg": 0.17532671702792868, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8821874576242457, "mask_rcnn/false_negative": 0.10241434983934106, "mask_rcnn/false_positive": 0.1418167306558447, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.0, "time": 0.6929830117151141, "total_loss": 1.351518041210511} {"data_time": 0.01051205862313509, "eta_seconds": 5348.613805582747, "iteration": 262219, "loss_fcos_cls": 0.1641075761290267, "loss_fcos_ctr": 0.6148566324263811, "loss_fcos_loc": 0.143884286924731, "loss_mask": 0.23811221541836858, "loss_maskiou": 0.003723039983015042, "loss_sem_seg": 0.15191982709802687, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8874159782960803, "mask_rcnn/false_negative": 0.1061562626180205, "mask_rcnn/false_positive": 0.11771071520566762, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 27.75, "time": 0.6805406389757991, "total_loss": 1.3291891394910635} {"data_time": 0.010350024327635765, "eta_seconds": 5334.083875455894, "iteration": 262239, "loss_fcos_cls": 0.16995660413522273, "loss_fcos_ctr": 0.6123963557183743, "loss_fcos_loc": 0.14934233570238575, "loss_mask": 0.22496348014101386, "loss_maskiou": 0.003998038364443346, "loss_sem_seg": 0.16220931755378842, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8918913118131868, "mask_rcnn/false_negative": 0.09588075288689857, "mask_rcnn/false_positive": 0.12011752589504514, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 28.25, "time": 0.6565651735290885, "total_loss": 1.3227917724889267} {"data_time": 0.010788447223603725, "eta_seconds": 5327.40665637143, "iteration": 262259, "loss_fcos_cls": 0.17629369907081127, "loss_fcos_ctr": 0.6121433116495609, "loss_fcos_loc": 0.15355163568165153, "loss_mask": 0.2307106852531433, "loss_maskiou": 0.0037157034312258475, "loss_sem_seg": 0.16669538838323206, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9001571184606899, "mask_rcnn/false_negative": 0.08963353050432799, "mask_rcnn/false_positive": 0.11337839499153268, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 25.5, "time": 0.6960084559395909, "total_loss": 1.3231076130141446} {"data_time": 0.00940441433340311, "eta_seconds": 5318.00381865073, "iteration": 262279, "loss_fcos_cls": 0.1756808201680542, "loss_fcos_ctr": 0.6114435335621238, "loss_fcos_loc": 0.15069151087664068, "loss_mask": 0.23484645131975412, "loss_maskiou": 0.004025986832857598, "loss_sem_seg": 0.16534336609765887, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8950764736698251, "mask_rcnn/false_negative": 0.10708014555695469, "mask_rcnn/false_positive": 0.10970400550617913, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 32.5, "time": 0.7034665439277887, "total_loss": 1.3276272842322214} {"data_time": 0.010837401263415813, "eta_seconds": 5311.112925913185, "iteration": 262299, "loss_fcos_cls": 0.16722318972460926, "loss_fcos_ctr": 0.6119885891675949, "loss_fcos_loc": 0.14956840605009347, "loss_mask": 0.2313065156340599, "loss_maskiou": 0.00377388195192907, "loss_sem_seg": 0.1490415462758392, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9047562310397131, "mask_rcnn/false_negative": 0.08281546028866596, "mask_rcnn/false_positive": 0.11587379978690932, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.5, "time": 0.7023915741592646, "total_loss": 1.3359904469543835} {"data_time": 0.010694309137761593, "eta_seconds": 5298.485573018901, "iteration": 262319, "loss_fcos_cls": 0.1836177763179876, "loss_fcos_ctr": 0.6148187080398202, "loss_fcos_loc": 0.16054908995283768, "loss_mask": 0.24218802293762565, "loss_maskiou": 0.004290672430215636, "loss_sem_seg": 0.15207803645171225, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8950056689342404, "mask_rcnn/false_negative": 0.07382920255104115, "mask_rcnn/false_positive": 0.12623870299890533, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 27.75, "time": 0.7017830284312367, "total_loss": 1.366803838423948} {"data_time": 0.010377928614616394, "eta_seconds": 5284.689229904674, "iteration": 262339, "loss_fcos_cls": 0.16612464119680226, "loss_fcos_ctr": 0.6111501008272171, "loss_fcos_loc": 0.14396744035184383, "loss_mask": 0.23917947430163622, "loss_maskiou": 0.003443527290073689, "loss_sem_seg": 0.16358832106925547, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899256908859334, "mask_rcnn/false_negative": 0.08437316144008891, "mask_rcnn/false_positive": 0.13878522216702463, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.75, "time": 0.7048432882875204, "total_loss": 1.335755429110577} {"data_time": 0.009991607628762722, "eta_seconds": 5273.541535519995, "iteration": 262359, "loss_fcos_cls": 0.1697344322456047, "loss_fcos_ctr": 0.6114215161651373, "loss_fcos_loc": 0.15327151981182396, "loss_mask": 0.2361180402804166, "loss_maskiou": 0.00409918709192425, "loss_sem_seg": 0.17499859514646232, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8876548833819242, "mask_rcnn/false_negative": 0.09698856090420921, "mask_rcnn/false_positive": 0.12482198535965591, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.75, "time": 0.698477846570313, "total_loss": 1.3506636033216637} {"data_time": 0.011140394024550915, "eta_seconds": 5258.798933667131, "iteration": 262379, "loss_fcos_cls": 0.17275512899504974, "loss_fcos_ctr": 0.6113523421809077, "loss_fcos_loc": 0.1532063172198832, "loss_mask": 0.23719780682586133, "loss_maskiou": 0.004226925122566172, "loss_sem_seg": 0.15941736032254994, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9025170792748918, "mask_rcnn/false_negative": 0.07760928298152167, "mask_rcnn/false_positive": 0.11704957222736204, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 27.25, "time": 0.6914289528504014, "total_loss": 1.351486628773273} {"data_time": 0.009813904762268066, "eta_seconds": 5247.811954911798, "iteration": 262399, "loss_fcos_cls": 0.17404521140269935, "loss_fcos_ctr": 0.613330943044275, "loss_fcos_loc": 0.1530485526600387, "loss_mask": 0.22704712860286236, "loss_maskiou": 0.004270627880032407, "loss_sem_seg": 0.17262816685251892, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8971969144800778, "mask_rcnn/false_negative": 0.08086308476331912, "mask_rcnn/false_positive": 0.12712495226368334, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 18.75, "time": 0.7047966010868549, "total_loss": 1.347435711089929} {"data_time": 0.011335238814353943, "eta_seconds": 5232.512557740323, "iteration": 262419, "loss_fcos_cls": 0.17720933677628636, "loss_fcos_ctr": 0.6107414150610566, "loss_fcos_loc": 0.15133882913505659, "loss_mask": 0.244887201115489, "loss_maskiou": 0.0038796618246124126, "loss_sem_seg": 0.16193901374936104, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9013833330908985, "mask_rcnn/false_negative": 0.07930867592909432, "mask_rcnn/false_positive": 0.1122600778407572, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 23.75, "time": 0.6813108026981354, "total_loss": 1.3474548660087748} {"data_time": 0.010288774967193604, "eta_seconds": 5218.708277150057, "iteration": 262439, "loss_fcos_cls": 0.1860070286784321, "loss_fcos_ctr": 0.6143605215474963, "loss_fcos_loc": 0.148235329776071, "loss_mask": 0.2469488149508834, "loss_maskiou": 0.0038426961036748253, "loss_sem_seg": 0.15811250265687704, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970783653963377, "mask_rcnn/false_negative": 0.09163424791431035, "mask_rcnn/false_positive": 0.11830708990102329, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 28.25, "time": 0.6898266533389688, "total_loss": 1.3466239752960973} {"data_time": 0.009133962914347649, "eta_seconds": 5204.525156308897, "iteration": 262459, "loss_fcos_cls": 0.18179641640745103, "loss_fcos_ctr": 0.6109012365341187, "loss_fcos_loc": 0.15532320190686733, "loss_mask": 0.23954757349565625, "loss_maskiou": 0.003899378869391512, "loss_sem_seg": 0.16859603067860007, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8870786951144094, "mask_rcnn/false_negative": 0.10202846760734807, "mask_rcnn/false_positive": 0.12407595300295111, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.25, "time": 0.684624470770359, "total_loss": 1.3419030908280547} {"data_time": 0.010660326108336449, "eta_seconds": 5194.304852611385, "iteration": 262479, "loss_fcos_cls": 0.1936200865311548, "loss_fcos_ctr": 0.6117412988096476, "loss_fcos_loc": 0.15520643204217777, "loss_mask": 0.2363713476806879, "loss_maskiou": 0.004002328991191462, "loss_sem_seg": 0.15433605411089957, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8975413116520141, "mask_rcnn/false_negative": 0.08362272365589442, "mask_rcnn/false_positive": 0.10702022161946276, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.75, "time": 0.7007066523656249, "total_loss": 1.342803238920169} {"data_time": 0.00991201214492321, "eta_seconds": 5176.411878963001, "iteration": 262499, "loss_fcos_cls": 0.1688484491314739, "loss_fcos_ctr": 0.6132712075486779, "loss_fcos_loc": 0.15027129871305078, "loss_mask": 0.24648842588067055, "loss_maskiou": 0.004370126483991044, "loss_sem_seg": 0.15342838398646563, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867816863587541, "mask_rcnn/false_negative": 0.08973921763591469, "mask_rcnn/false_positive": 0.12244266471565507, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 23.75, "time": 0.6735844295471907, "total_loss": 1.351508505656966} {"data_time": 0.01014112401753664, "eta_seconds": 5162.609954209067, "iteration": 262519, "loss_fcos_cls": 0.17481982382014394, "loss_fcos_ctr": 0.6132463095709682, "loss_fcos_loc": 0.15945135499350727, "loss_mask": 0.23698791582137346, "loss_maskiou": 0.003955196400056593, "loss_sem_seg": 0.1724907229654491, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8835750728862974, "mask_rcnn/false_negative": 0.10837468393855205, "mask_rcnn/false_positive": 0.1203580093397488, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 18.5, "time": 0.6924085468053818, "total_loss": 1.353451294493425} {"data_time": 0.010453659109771252, "eta_seconds": 5149.3120529400185, "iteration": 262539, "loss_fcos_cls": 0.16458409279584885, "loss_fcos_ctr": 0.611843490973115, "loss_fcos_loc": 0.14372754318173975, "loss_mask": 0.22057364881038666, "loss_maskiou": 0.0034194801501143957, "loss_sem_seg": 0.15966428583487868, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9039766898823021, "mask_rcnn/false_negative": 0.07994103031336922, "mask_rcnn/false_positive": 0.13858897810648488, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.6796513227745891, "total_loss": 1.3065212540168432} {"data_time": 0.009052813984453678, "eta_seconds": 5135.508777097799, "iteration": 262559, "loss_fcos_cls": 0.17822877393336967, "loss_fcos_ctr": 0.6121691232547164, "loss_fcos_loc": 0.14731549215503037, "loss_mask": 0.22245274996384978, "loss_maskiou": 0.003667121502076043, "loss_sem_seg": 0.15165595430880785, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9014434757419452, "mask_rcnn/false_negative": 0.08317332346493542, "mask_rcnn/false_positive": 0.12329665758821297, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.25, "time": 0.6956022772938013, "total_loss": 1.3370990010116657} {"data_time": 0.010273703373968601, "eta_seconds": 5123.538023602217, "iteration": 262579, "loss_fcos_cls": 0.1652875630534254, "loss_fcos_ctr": 0.6108260662294924, "loss_fcos_loc": 0.14293918118346483, "loss_mask": 0.23102822620421648, "loss_maskiou": 0.004019874806544976, "loss_sem_seg": 0.14807011652737856, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977515740338688, "mask_rcnn/false_negative": 0.08875765649749505, "mask_rcnn/false_positive": 0.11199328141918938, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 23.0, "time": 0.6816808739677072, "total_loss": 1.3043050835040049} {"data_time": 0.010060321539640427, "eta_seconds": 5114.059552771971, "iteration": 262599, "loss_fcos_cls": 0.17741664871573448, "loss_fcos_ctr": 0.6126732798293233, "loss_fcos_loc": 0.15106716775335371, "loss_mask": 0.2262298152782023, "loss_maskiou": 0.003708191527039162, "loss_sem_seg": 0.16390548809431493, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8839127793974733, "mask_rcnn/false_negative": 0.09561570207494645, "mask_rcnn/false_positive": 0.13238719150751505, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 30.75, "time": 0.7110897656530142, "total_loss": 1.3220016876148293} {"data_time": 0.009891029447317123, "eta_seconds": 5099.051698431373, "iteration": 262619, "loss_fcos_cls": 0.16960520029533654, "loss_fcos_ctr": 0.6127304574474692, "loss_fcos_loc": 0.14664749207440764, "loss_mask": 0.22771872580051422, "loss_maskiou": 0.0038581948610953987, "loss_sem_seg": 0.14808966941200197, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9221896116306054, "mask_rcnn/false_negative": 0.08550544796562368, "mask_rcnn/false_positive": 0.09092265710258261, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 23.5, "time": 0.680138167925179, "total_loss": 1.3065647238254314} {"data_time": 0.00904733408242464, "eta_seconds": 5082.113379832357, "iteration": 262639, "loss_fcos_cls": 0.17731997603550553, "loss_fcos_ctr": 0.6138089997693896, "loss_fcos_loc": 0.14827549585606903, "loss_mask": 0.23918998590670526, "loss_maskiou": 0.004157203598879278, "loss_sem_seg": 0.1627436140552163, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883993718455124, "mask_rcnn/false_negative": 0.08995930299753974, "mask_rcnn/false_positive": 0.12250128499489535, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.75, "time": 0.6853544292971492, "total_loss": 1.3188605434479541} {"data_time": 0.010218242183327675, "eta_seconds": 5072.599807715043, "iteration": 262659, "loss_fcos_cls": 0.18484502157662064, "loss_fcos_ctr": 0.6117100082337856, "loss_fcos_loc": 0.15764798410236835, "loss_mask": 0.23462967202067375, "loss_maskiou": 0.004138671572945896, "loss_sem_seg": 0.14368181955069304, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005639121399088, "mask_rcnn/false_negative": 0.106589456004362, "mask_rcnn/false_positive": 0.11832597223369838, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 28.5, "time": 0.705387988127768, "total_loss": 1.3469382487601251} {"data_time": 0.01027935091406107, "eta_seconds": 5060.578857627697, "iteration": 262679, "loss_fcos_cls": 0.17409986583516002, "loss_fcos_ctr": 0.6117124147713184, "loss_fcos_loc": 0.15149452205514535, "loss_mask": 0.24032527301460505, "loss_maskiou": 0.004041321953991428, "loss_sem_seg": 0.17786445817910135, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9051730081594613, "mask_rcnn/false_negative": 0.08249839159741702, "mask_rcnn/false_positive": 0.10311451043667974, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 27.5, "time": 0.7072063302621245, "total_loss": 1.3542847906719544} {"data_time": 0.01020150538533926, "eta_seconds": 5043.205616462976, "iteration": 262699, "loss_fcos_cls": 0.17074513278203085, "loss_fcos_ctr": 0.6127792214974761, "loss_fcos_loc": 0.14658588694874197, "loss_mask": 0.23230246547609568, "loss_maskiou": 0.004088856774615124, "loss_sem_seg": 0.17297892773058265, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8948027652965351, "mask_rcnn/false_negative": 0.0860605597655695, "mask_rcnn/false_positive": 0.10872265576882048, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 20.75, "time": 0.6670918185263872, "total_loss": 1.3543359420655179} {"data_time": 0.01080938521772623, "eta_seconds": 5031.140062658116, "iteration": 262719, "loss_fcos_cls": 0.17757759493542835, "loss_fcos_ctr": 0.6122685959562659, "loss_fcos_loc": 0.14647500310093164, "loss_mask": 0.22673281095921993, "loss_maskiou": 0.003717054827575339, "loss_sem_seg": 0.16317913285456598, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9058076807587571, "mask_rcnn/false_negative": 0.08088355313444193, "mask_rcnn/false_positive": 0.10301139246701232, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 28.0, "time": 0.6916762003675103, "total_loss": 1.3387829159910325} {"data_time": 0.010354920290410519, "eta_seconds": 5017.3201476391405, "iteration": 262739, "loss_fcos_cls": 0.16863249547895975, "loss_fcos_ctr": 0.6140718990936875, "loss_fcos_loc": 0.1563330173958093, "loss_mask": 0.2366829509846866, "loss_maskiou": 0.00423212786881777, "loss_sem_seg": 0.18182078143581748, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9172437316234309, "mask_rcnn/false_negative": 0.08028929937254092, "mask_rcnn/false_positive": 0.09470168624271186, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 24.25, "time": 0.6633862983435392, "total_loss": 1.3545967651007231} {"data_time": 0.00968018639832735, "eta_seconds": 5001.760288838297, "iteration": 262759, "loss_fcos_cls": 0.17217258410528302, "loss_fcos_ctr": 0.612265826202929, "loss_fcos_loc": 0.1476501174038276, "loss_mask": 0.23357742885127664, "loss_maskiou": 0.0038350045651895925, "loss_sem_seg": 0.14313242374919355, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935215636777358, "mask_rcnn/false_negative": 0.09532854391311323, "mask_rcnn/false_positive": 0.12302583101379595, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.75, "time": 0.6858563609421253, "total_loss": 1.3180463825519837} {"data_time": 0.010679136030375957, "eta_seconds": 4989.680317601189, "iteration": 262779, "loss_fcos_cls": 0.17481061379658058, "loss_fcos_ctr": 0.6121888249181211, "loss_fcos_loc": 0.15170706831850111, "loss_mask": 0.24197142338380218, "loss_maskiou": 0.004024274072435219, "loss_sem_seg": 0.17336544208228588, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018694196428572, "mask_rcnn/false_negative": 0.08656277125074072, "mask_rcnn/false_positive": 0.12070376900678055, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 25.25, "time": 0.7052810499444604, "total_loss": 1.3698082518894807} {"data_time": 0.009896843694150448, "eta_seconds": 4974.130070421845, "iteration": 262799, "loss_fcos_cls": 0.16459522733930498, "loss_fcos_ctr": 0.6117749195545912, "loss_fcos_loc": 0.14582137949764729, "loss_mask": 0.22697462188079953, "loss_maskiou": 0.003668615230708383, "loss_sem_seg": 0.1595287413801998, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9180079877695759, "mask_rcnn/false_negative": 0.06470611194411904, "mask_rcnn/false_positive": 0.09073216894062297, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 18.75, "time": 0.6719767320901155, "total_loss": 1.313085051420785} {"data_time": 0.009543083608150482, "eta_seconds": 4962.040487563238, "iteration": 262819, "loss_fcos_cls": 0.16990986047312617, "loss_fcos_ctr": 0.613020564429462, "loss_fcos_loc": 0.15007113968022168, "loss_mask": 0.24141998030245304, "loss_maskiou": 0.004212025283777621, "loss_sem_seg": 0.15788911445997655, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8830084768282314, "mask_rcnn/false_negative": 0.08971425838198044, "mask_rcnn/false_positive": 0.13195725048956156, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 31.75, "time": 0.6917604003101587, "total_loss": 1.3608257797604892} {"data_time": 0.009424389339983463, "eta_seconds": 4946.555566510186, "iteration": 262839, "loss_fcos_cls": 0.16802227776497602, "loss_fcos_ctr": 0.6077046748250723, "loss_fcos_loc": 0.14428791985847056, "loss_mask": 0.22148834029212594, "loss_maskiou": 0.0034057803568430245, "loss_sem_seg": 0.1763549973256886, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9063106087978536, "mask_rcnn/false_negative": 0.09099111483956814, "mask_rcnn/false_positive": 0.10575183210309191, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 23.75, "time": 0.6891952361911535, "total_loss": 1.3259313284652308} {"data_time": 0.010311194695532322, "eta_seconds": 4934.400657525286, "iteration": 262859, "loss_fcos_cls": 0.17022626346442848, "loss_fcos_ctr": 0.6129612843506038, "loss_fcos_loc": 0.14980205427855253, "loss_mask": 0.23722565546631813, "loss_maskiou": 0.004059570019308012, "loss_sem_seg": 0.14906968222931027, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9038748177842566, "mask_rcnn/false_negative": 0.08111283905409503, "mask_rcnn/false_positive": 0.12154794594874421, "roi_head/num_bg_samples": 41.25, "roi_head/num_fg_samples": 23.75, "time": 0.6812105150893331, "total_loss": 1.3184572765239864} {"data_time": 0.009850936941802502, "eta_seconds": 4922.330562104471, "iteration": 262879, "loss_fcos_cls": 0.17869096994400024, "loss_fcos_ctr": 0.612433441914618, "loss_fcos_loc": 0.14868747192667797, "loss_mask": 0.23357739485800266, "loss_maskiou": 0.003838856568108895, "loss_sem_seg": 0.15409151371568441, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007491820411002, "mask_rcnn/false_negative": 0.08833920109976647, "mask_rcnn/false_positive": 0.12312216584926836, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.5, "time": 0.6926506711170077, "total_loss": 1.3526638046168955} {"data_time": 0.010535993613302708, "eta_seconds": 4908.505732552148, "iteration": 262899, "loss_fcos_cls": 0.16952240432146937, "loss_fcos_ctr": 0.61271598841995, "loss_fcos_loc": 0.1481489712605253, "loss_mask": 0.2333654249086976, "loss_maskiou": 0.0038169612525962293, "loss_sem_seg": 0.15567759703844786, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8968404028277978, "mask_rcnn/false_negative": 0.08049689243854799, "mask_rcnn/false_positive": 0.12884787031787165, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 26.0, "time": 0.7035011444240808, "total_loss": 1.3366049672731606} {"data_time": 0.009994424879550934, "eta_seconds": 4896.323575614952, "iteration": 262919, "loss_fcos_cls": 0.17170317331328988, "loss_fcos_ctr": 0.6124351834878325, "loss_fcos_loc": 0.15340247156564146, "loss_mask": 0.2390778884291649, "loss_maskiou": 0.0039032841195876244, "loss_sem_seg": 0.15698322583921254, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8924880882236659, "mask_rcnn/false_negative": 0.0800349585074625, "mask_rcnn/false_positive": 0.11984926530729448, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 25.0, "time": 0.6861362811177969, "total_loss": 1.3370937557265279} {"data_time": 0.01016938965767622, "eta_seconds": 4882.494106399827, "iteration": 262939, "loss_fcos_cls": 0.1715976433479227, "loss_fcos_ctr": 0.6107388250529766, "loss_fcos_loc": 0.15150013915263116, "loss_mask": 0.23813250102102757, "loss_maskiou": 0.0035603121104941238, "loss_sem_seg": 0.16804113797843456, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9084014072662032, "mask_rcnn/false_negative": 0.08028121768764454, "mask_rcnn/false_positive": 0.11336495660167908, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.5, "time": 0.7002514498308301, "total_loss": 1.3310445976021583} {"data_time": 0.009814763441681862, "eta_seconds": 4869.043834397569, "iteration": 262959, "loss_fcos_cls": 0.16928309889044613, "loss_fcos_ctr": 0.6112326215952635, "loss_fcos_loc": 0.150699844409246, "loss_mask": 0.22857024427503347, "loss_maskiou": 0.004484827779378975, "loss_sem_seg": 0.1542890564596746, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9019410385121791, "mask_rcnn/false_negative": 0.08723720860591624, "mask_rcnn/false_positive": 0.10598525095185161, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 25.0, "time": 0.684885517694056, "total_loss": 1.3043337841154425} {"data_time": 0.01043881569057703, "eta_seconds": 4859.069790083915, "iteration": 262979, "loss_fcos_cls": 0.17444345250260085, "loss_fcos_ctr": 0.6137218866497278, "loss_fcos_loc": 0.14881703275023028, "loss_mask": 0.2481301436200738, "loss_maskiou": 0.0038915243494557217, "loss_sem_seg": 0.16138711851090193, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9041231469002695, "mask_rcnn/false_negative": 0.08478879612204038, "mask_rcnn/false_positive": 0.10027281189494908, "roi_head/num_bg_samples": 35.75, "roi_head/num_fg_samples": 19.5, "time": 0.6982691502198577, "total_loss": 1.3358394324895926} {"data_time": 0.009944026358425617, "eta_seconds": 4840.699054249562, "iteration": 262999, "loss_fcos_cls": 0.17644163337536156, "loss_fcos_ctr": 0.6142740147188306, "loss_fcos_loc": 0.15861034602858126, "loss_mask": 0.2283057770691812, "loss_maskiou": 0.004085419779585209, "loss_sem_seg": 0.14930012170225382, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8989328862449163, "mask_rcnn/false_negative": 0.07519585215243399, "mask_rcnn/false_positive": 0.12201084429020892, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 27.75, "time": 0.6973513718694448, "total_loss": 1.3381546117525431} {"data_time": 0.010325811803340912, "eta_seconds": 4830.080276135355, "iteration": 263019, "loss_fcos_cls": 0.16929389000870287, "loss_fcos_ctr": 0.6130861286073923, "loss_fcos_loc": 0.1542795563582331, "loss_mask": 0.23332093004137278, "loss_maskiou": 0.004150349581323098, "loss_sem_seg": 0.1443532204721123, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8938204225352113, "mask_rcnn/false_negative": 0.08581058634311543, "mask_rcnn/false_positive": 0.12328476170596149, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 23.5, "time": 0.6941005308181047, "total_loss": 1.3196620057915425} {"data_time": 0.010730247013270855, "eta_seconds": 4818.965236089192, "iteration": 263039, "loss_fcos_cls": 0.16688339225947857, "loss_fcos_ctr": 0.6123171737417579, "loss_fcos_loc": 0.152406299370341, "loss_mask": 0.23712867870926857, "loss_maskiou": 0.004072190866281744, "loss_sem_seg": 0.1596519025042653, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9060575139146567, "mask_rcnn/false_negative": 0.08126947140791932, "mask_rcnn/false_positive": 0.10377487720328313, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 20.75, "time": 0.7064576745033264, "total_loss": 1.3393077459550113} {"data_time": 0.010479414835572243, "eta_seconds": 4805.119624148123, "iteration": 263059, "loss_fcos_cls": 0.17663113540038466, "loss_fcos_ctr": 0.6131518045440316, "loss_fcos_loc": 0.15405240666586906, "loss_mask": 0.23626836016774178, "loss_maskiou": 0.003872136840072926, "loss_sem_seg": 0.16127248661359772, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8954187264968099, "mask_rcnn/false_negative": 0.10520006500736628, "mask_rcnn/false_positive": 0.12874014937204242, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 22.0, "time": 0.6698106145486236, "total_loss": 1.3478412719705375} {"data_time": 0.009558567777276039, "eta_seconds": 4791.657852661796, "iteration": 263079, "loss_fcos_cls": 0.16507534822449088, "loss_fcos_ctr": 0.6121074901893735, "loss_fcos_loc": 0.149549855501391, "loss_mask": 0.23786871414631605, "loss_maskiou": 0.004138411582971457, "loss_sem_seg": 0.16624657553620636, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9076513829215898, "mask_rcnn/false_negative": 0.07200355266369199, "mask_rcnn/false_positive": 0.1283645558087621, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 21.25, "time": 0.6738296551629901, "total_loss": 1.324522783705902} {"data_time": 0.010490425862371922, "eta_seconds": 4777.81113151554, "iteration": 263099, "loss_fcos_cls": 0.17425753246061504, "loss_fcos_ctr": 0.6146912565454841, "loss_fcos_loc": 0.15986827440792695, "loss_mask": 0.23613627068698406, "loss_maskiou": 0.004251228441717103, "loss_sem_seg": 0.16812158399261534, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9010940563019514, "mask_rcnn/false_negative": 0.0880068636740948, "mask_rcnn/false_positive": 0.1294892274461827, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 31.5, "time": 0.7162750493735075, "total_loss": 1.3779185414878157} {"data_time": 0.01033836044371128, "eta_seconds": 4762.875880749896, "iteration": 263119, "loss_fcos_cls": 0.17539497092366219, "loss_fcos_ctr": 0.6139143723994493, "loss_fcos_loc": 0.15299573936499655, "loss_mask": 0.23675777669996023, "loss_maskiou": 0.003784415375776007, "loss_sem_seg": 0.17226230166852474, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8944954648526078, "mask_rcnn/false_negative": 0.0804468762494485, "mask_rcnn/false_positive": 0.12090954673353413, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 23.25, "time": 0.6787140211090446, "total_loss": 1.3484065062802983} {"data_time": 0.009595287963747978, "eta_seconds": 4750.117689223029, "iteration": 263139, "loss_fcos_cls": 0.16909726546145976, "loss_fcos_ctr": 0.6134391082450747, "loss_fcos_loc": 0.15429268885054626, "loss_mask": 0.24036667309701443, "loss_maskiou": 0.003969520868849941, "loss_sem_seg": 0.16602112259715796, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8996969323443663, "mask_rcnn/false_negative": 0.09192007497650075, "mask_rcnn/false_positive": 0.12237980314003168, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 23.0, "time": 0.6924124164506793, "total_loss": 1.34592101018643} {"data_time": 0.010454985313117504, "eta_seconds": 4734.496002558619, "iteration": 263159, "loss_fcos_cls": 0.16666948643978685, "loss_fcos_ctr": 0.6130432561039925, "loss_fcos_loc": 0.15551413199864328, "loss_mask": 0.23307711351662874, "loss_maskiou": 0.004200513219984714, "loss_sem_seg": 0.1718029819894582, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9039759785581647, "mask_rcnn/false_negative": 0.07580363358018688, "mask_rcnn/false_positive": 0.1211993009793889, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 30.0, "time": 0.6901491712778807, "total_loss": 1.3395471022304264} {"data_time": 0.009679805487394333, "eta_seconds": 4720.654470611364, "iteration": 263179, "loss_fcos_cls": 0.1820212138700299, "loss_fcos_ctr": 0.6111125564202666, "loss_fcos_loc": 0.152957899030298, "loss_mask": 0.23031494207680225, "loss_maskiou": 0.003918910058928304, "loss_sem_seg": 0.18098511267453432, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9070476775138772, "mask_rcnn/false_negative": 0.07712352762532268, "mask_rcnn/false_positive": 0.10727562555322365, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 26.25, "time": 0.6860646838322282, "total_loss": 1.3546706704037206} {"data_time": 0.010136188007891178, "eta_seconds": 4706.246008054353, "iteration": 263199, "loss_fcos_cls": 0.1647987049072981, "loss_fcos_ctr": 0.6116218632087111, "loss_fcos_loc": 0.14988392242230475, "loss_mask": 0.24595315102487803, "loss_maskiou": 0.004315439833590062, "loss_sem_seg": 0.15637386683374643, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8688301412446094, "mask_rcnn/false_negative": 0.09225755564857366, "mask_rcnn/false_positive": 0.14355318421877356, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 29.25, "time": 0.690953990444541, "total_loss": 1.3469399504301691} {"data_time": 0.009359367191791534, "eta_seconds": 4692.971406716853, "iteration": 263219, "loss_fcos_cls": 0.1747411242686212, "loss_fcos_ctr": 0.6095105167478323, "loss_fcos_loc": 0.1461657327017747, "loss_mask": 0.2238558754324913, "loss_maskiou": 0.003936439257813618, "loss_sem_seg": 0.1612275552470237, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9001852526724976, "mask_rcnn/false_negative": 0.1003039503234559, "mask_rcnn/false_positive": 0.1272648671348194, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.75, "time": 0.6826406931504607, "total_loss": 1.3261278849149676} {"data_time": 0.009787539020180702, "eta_seconds": 4677.336500748061, "iteration": 263239, "loss_fcos_cls": 0.18491336214356124, "loss_fcos_ctr": 0.6130785746499896, "loss_fcos_loc": 0.14891619782429188, "loss_mask": 0.23149214033037424, "loss_maskiou": 0.004110353114811005, "loss_sem_seg": 0.16719206236302853, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.873836720923187, "mask_rcnn/false_negative": 0.10120416934544957, "mask_rcnn/false_positive": 0.14857791348797594, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.0, "time": 0.6818015687167645, "total_loss": 1.3515262726832589} {"data_time": 0.011169380508363247, "eta_seconds": 4660.317901214585, "iteration": 263259, "loss_fcos_cls": 0.17783619253896177, "loss_fcos_ctr": 0.6148039819672704, "loss_fcos_loc": 0.15630940831033513, "loss_mask": 0.23829608596861362, "loss_maskiou": 0.003440599743044004, "loss_sem_seg": 0.17064298852346838, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.890331430191124, "mask_rcnn/false_negative": 0.086213973281285, "mask_rcnn/false_positive": 0.12066314722593624, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 26.0, "time": 0.6692889891564846, "total_loss": 1.3527811022358947} {"data_time": 0.009177079424262047, "eta_seconds": 4643.686013863422, "iteration": 263279, "loss_fcos_cls": 0.1631200243718922, "loss_fcos_ctr": 0.6111247893422842, "loss_fcos_loc": 0.15023970036418177, "loss_mask": 0.23632299434393644, "loss_maskiou": 0.0038237568442127667, "loss_sem_seg": 0.1598597459960729, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.89036063143206, "mask_rcnn/false_negative": 0.077601196750541, "mask_rcnn/false_positive": 0.13505708741574518, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.75, "time": 0.6977823628112674, "total_loss": 1.3251919171088957} {"data_time": 0.009948119521141052, "eta_seconds": 4628.651545175351, "iteration": 263299, "loss_fcos_cls": 0.17840726068243384, "loss_fcos_ctr": 0.6127748154103756, "loss_fcos_loc": 0.15580688181216829, "loss_mask": 0.23788256291300058, "loss_maskiou": 0.003949326848669443, "loss_sem_seg": 0.16911664640065283, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978870226534263, "mask_rcnn/false_negative": 0.08644792536022511, "mask_rcnn/false_positive": 0.1306232934055544, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.5, "time": 0.6892256680876017, "total_loss": 1.366739214015979} {"data_time": 0.010278056375682354, "eta_seconds": 4610.135921409354, "iteration": 263319, "loss_fcos_cls": 0.1789300044765696, "loss_fcos_ctr": 0.6128489598631859, "loss_fcos_loc": 0.1551129629369825, "loss_mask": 0.23608275270089507, "loss_maskiou": 0.003797319881414296, "loss_sem_seg": 0.14914013561792672, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9017675820328132, "mask_rcnn/false_negative": 0.08818680346701235, "mask_rcnn/false_positive": 0.11412038359368284, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 24.25, "time": 0.6958772204816341, "total_loss": 1.3679401070912718} {"data_time": 0.009454770013689995, "eta_seconds": 4596.780835110694, "iteration": 263339, "loss_fcos_cls": 0.17417387326713651, "loss_fcos_ctr": 0.6125681484118104, "loss_fcos_loc": 0.15459745621774346, "loss_mask": 0.22910669259727, "loss_maskiou": 0.0037017420027041226, "loss_sem_seg": 0.15839118510484695, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9261682402846196, "mask_rcnn/false_negative": 0.06073258889519355, "mask_rcnn/false_positive": 0.09504638580508157, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 20.25, "time": 0.7037946106866002, "total_loss": 1.3388840428524418} {"data_time": 0.010313506238162518, "eta_seconds": 4579.502462334, "iteration": 263359, "loss_fcos_cls": 0.15984274016227573, "loss_fcos_ctr": 0.607326852157712, "loss_fcos_loc": 0.13830953650176525, "loss_mask": 0.22870343923568726, "loss_maskiou": 0.0037680902460124344, "loss_sem_seg": 0.1682049804367125, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9171016332800401, "mask_rcnn/false_negative": 0.08036762636356659, "mask_rcnn/false_positive": 0.10691581604259642, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 22.5, "time": 0.6845702938735485, "total_loss": 1.299385346530471} {"data_time": 0.009294138289988041, "eta_seconds": 4564.053754027002, "iteration": 263379, "loss_fcos_cls": 0.16877358476631343, "loss_fcos_ctr": 0.612158365547657, "loss_fcos_loc": 0.1524530586320907, "loss_mask": 0.23111179424449801, "loss_maskiou": 0.003989663622633088, "loss_sem_seg": 0.15481453575193882, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8989994733474579, "mask_rcnn/false_negative": 0.09718203953791654, "mask_rcnn/false_positive": 0.10095742550328013, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.5, "time": 0.6872776318341494, "total_loss": 1.342792806612124} {"data_time": 0.009990195743739605, "eta_seconds": 4548.8654326777905, "iteration": 263399, "loss_fcos_cls": 0.17353537818416953, "loss_fcos_ctr": 0.6113439463078976, "loss_fcos_loc": 0.14814083883538842, "loss_mask": 0.21992063615471125, "loss_maskiou": 0.003418964486627374, "loss_sem_seg": 0.1549261319451034, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978457826875832, "mask_rcnn/false_negative": 0.09354855547608829, "mask_rcnn/false_positive": 0.11399167824000211, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.0, "time": 0.6869453731924295, "total_loss": 1.315701005361916} {"data_time": 0.009782625362277031, "eta_seconds": 4536.480555090122, "iteration": 263419, "loss_fcos_cls": 0.1682771323248744, "loss_fcos_ctr": 0.6151375370100141, "loss_fcos_loc": 0.15999410871881992, "loss_mask": 0.2413938120007515, "loss_maskiou": 0.003604412457207218, "loss_sem_seg": 0.15660300478339195, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8868343240406211, "mask_rcnn/false_negative": 0.07828593308043544, "mask_rcnn/false_positive": 0.1361530281947126, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 24.25, "time": 0.6908641159534454, "total_loss": 1.3325211426999886} {"data_time": 0.010115344077348709, "eta_seconds": 4524.336042067967, "iteration": 263439, "loss_fcos_cls": 0.1718993386020884, "loss_fcos_ctr": 0.6126321582123637, "loss_fcos_loc": 0.15101576840970665, "loss_mask": 0.24235527217388153, "loss_maskiou": 0.003983722788689192, "loss_sem_seg": 0.15701223898213357, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8962850461844425, "mask_rcnn/false_negative": 0.10378767403367734, "mask_rcnn/false_positive": 0.13313796109038556, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 31.25, "time": 0.7014790493994951, "total_loss": 1.3460477746666584} {"data_time": 0.009174318984150887, "eta_seconds": 4513.445343094878, "iteration": 263459, "loss_fcos_cls": 0.1698044627555646, "loss_fcos_ctr": 0.6137579837813973, "loss_fcos_loc": 0.14810597081668675, "loss_mask": 0.24090539617463946, "loss_maskiou": 0.0038314890844048932, "loss_sem_seg": 0.1771141174249351, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9010018319006777, "mask_rcnn/false_negative": 0.09191307942327287, "mask_rcnn/false_positive": 0.1104728694738204, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 30.0, "time": 0.7063573626801372, "total_loss": 1.3421266239965917} {"data_time": 0.010729475878179073, "eta_seconds": 4495.1207566848025, "iteration": 263479, "loss_fcos_cls": 0.1824261099100113, "loss_fcos_ctr": 0.6132678366266191, "loss_fcos_loc": 0.16039169835858047, "loss_mask": 0.22430637665092945, "loss_maskiou": 0.003718907875736477, "loss_sem_seg": 0.1746925620827824, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9051929618001047, "mask_rcnn/false_negative": 0.08776633186845584, "mask_rcnn/false_positive": 0.08056099435662271, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 22.0, "time": 0.673575995489955, "total_loss": 1.373307077341451} {"data_time": 0.009884262457489967, "eta_seconds": 4490.50346145127, "iteration": 263499, "loss_fcos_cls": 0.17169982299674302, "loss_fcos_ctr": 0.611591437831521, "loss_fcos_loc": 0.15608020755462348, "loss_mask": 0.24153429036960006, "loss_maskiou": 0.0039200123319460545, "loss_sem_seg": 0.1486456897109747, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9035589845694375, "mask_rcnn/false_negative": 0.08010328843722563, "mask_rcnn/false_positive": 0.1015500685118208, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 22.25, "time": 0.7126286812126637, "total_loss": 1.3333430813145242} {"data_time": 0.010516606271266937, "eta_seconds": 4476.6886530788615, "iteration": 263519, "loss_fcos_cls": 0.1651539725717157, "loss_fcos_ctr": 0.6150383912026882, "loss_fcos_loc": 0.15741597034502774, "loss_mask": 0.24285892210900784, "loss_maskiou": 0.0037068333713250468, "loss_sem_seg": 0.15375035163015127, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.878640837767354, "mask_rcnn/false_negative": 0.09705749712275952, "mask_rcnn/false_positive": 0.14074236399198953, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.5, "time": 0.6915451129898429, "total_loss": 1.3333049850480165} {"data_time": 0.009959883987903595, "eta_seconds": 4469.735686549917, "iteration": 263539, "loss_fcos_cls": 0.17108398070558906, "loss_fcos_ctr": 0.6119601977989078, "loss_fcos_loc": 0.15065625624265522, "loss_mask": 0.23519134568050504, "loss_maskiou": 0.003746051763300784, "loss_sem_seg": 0.15252028009854257, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8902653636642628, "mask_rcnn/false_negative": 0.08620970356675212, "mask_rcnn/false_positive": 0.145659570557709, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.5, "time": 0.7042773878201842, "total_loss": 1.328513442835174} {"data_time": 0.009237506426870823, "eta_seconds": 4454.615290693939, "iteration": 263559, "loss_fcos_cls": 0.17833995737601072, "loss_fcos_ctr": 0.6154600223526359, "loss_fcos_loc": 0.1599192563444376, "loss_mask": 0.2304754415526986, "loss_maskiou": 0.003519598722050432, "loss_sem_seg": 0.1583683688659221, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9175028940147487, "mask_rcnn/false_negative": 0.08147865651318012, "mask_rcnn/false_positive": 0.10355156849785035, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 28.0, "time": 0.6776942275464535, "total_loss": 1.3513741472779657} {"data_time": 0.009968585334718227, "eta_seconds": 4442.063588196412, "iteration": 263579, "loss_fcos_cls": 0.1862743915989995, "loss_fcos_ctr": 0.6131452294066548, "loss_fcos_loc": 0.15851965069305152, "loss_mask": 0.2343327272683382, "loss_maskiou": 0.004125329091039021, "loss_sem_seg": 0.1589026371948421, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9008247431625711, "mask_rcnn/false_negative": 0.0864520526988001, "mask_rcnn/false_positive": 0.11909809996253432, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 23.0, "time": 0.6789465369656682, "total_loss": 1.3643583982193377} {"data_time": 0.009581152349710464, "eta_seconds": 4424.768141036853, "iteration": 263599, "loss_fcos_cls": 0.16569733794312924, "loss_fcos_ctr": 0.6118798041716218, "loss_fcos_loc": 0.14568446739576757, "loss_mask": 0.22982236836105585, "loss_maskiou": 0.003714799113367917, "loss_sem_seg": 0.15923824650235474, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8997740864638538, "mask_rcnn/false_negative": 0.07602667307445746, "mask_rcnn/false_positive": 0.13102089144239404, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 36.5, "time": 0.7043848456814885, "total_loss": 1.3304670461548085} {"data_time": 0.010506023652851582, "eta_seconds": 4415.9441334195435, "iteration": 263619, "loss_fcos_cls": 0.17889774712966755, "loss_fcos_ctr": 0.6125774728134274, "loss_fcos_loc": 0.14945721672847867, "loss_mask": 0.22911311080679297, "loss_maskiou": 0.0035959477063443046, "loss_sem_seg": 0.1481911197770387, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9024918002915452, "mask_rcnn/false_negative": 0.07989708135394682, "mask_rcnn/false_positive": 0.11012633568226232, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 26.0, "time": 0.7181686190888286, "total_loss": 1.3043212976622272} {"data_time": 0.01063187513500452, "eta_seconds": 4400.555440666154, "iteration": 263639, "loss_fcos_cls": 0.17339851811993867, "loss_fcos_ctr": 0.6136581199243665, "loss_fcos_loc": 0.14957231807056814, "loss_mask": 0.23159924149513245, "loss_maskiou": 0.004261162845068611, "loss_sem_seg": 0.16562796966172755, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9109885650064221, "mask_rcnn/false_negative": 0.0756348706510457, "mask_rcnn/false_positive": 0.11748771961011559, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 23.5, "time": 0.6790318600833416, "total_loss": 1.3282984721299727} {"data_time": 0.009818102233111858, "eta_seconds": 4385.454984985292, "iteration": 263659, "loss_fcos_cls": 0.1758219599723816, "loss_fcos_ctr": 0.6143433833494782, "loss_fcos_loc": 0.15795101883122697, "loss_mask": 0.23881980869919062, "loss_maskiou": 0.0038378480458050035, "loss_sem_seg": 0.17400537664070725, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8825423398526077, "mask_rcnn/false_negative": 0.09370390906258463, "mask_rcnn/false_positive": 0.10473021339787172, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 21.5, "time": 0.7261937186121941, "total_loss": 1.365265590538911} {"data_time": 0.009643285535275936, "eta_seconds": 4363.558549770154, "iteration": 263679, "loss_fcos_cls": 0.1720803701900877, "loss_fcos_ctr": 0.6087143309414387, "loss_fcos_loc": 0.1525600288878195, "loss_mask": 0.23091023368760943, "loss_maskiou": 0.004203982818580698, "loss_sem_seg": 0.160220266552642, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8820153061224489, "mask_rcnn/false_negative": 0.09230105422455519, "mask_rcnn/false_positive": 0.12411060169125605, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.0, "time": 0.6623973241075873, "total_loss": 1.3354547262715641} {"data_time": 0.009734267368912697, "eta_seconds": 4348.261207618751, "iteration": 263699, "loss_fcos_cls": 0.17004312144126743, "loss_fcos_ctr": 0.6135896360501647, "loss_fcos_loc": 0.15283790550893173, "loss_mask": 0.2246488742530346, "loss_maskiou": 0.003716252998856362, "loss_sem_seg": 0.16614782565739006, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.903026066195709, "mask_rcnn/false_negative": 0.07588380547269329, "mask_rcnn/false_positive": 0.1212818244780891, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 33.5, "time": 0.674764703027904, "total_loss": 1.3425966891809367} {"data_time": 0.010390675626695156, "eta_seconds": 4334.45939454902, "iteration": 263719, "loss_fcos_cls": 0.1797838439233601, "loss_fcos_ctr": 0.6120306313969195, "loss_fcos_loc": 0.15624872932676226, "loss_mask": 0.24291179794818163, "loss_maskiou": 0.004267213211278431, "loss_sem_seg": 0.1557609278243035, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8814455782312924, "mask_rcnn/false_negative": 0.10397636839329971, "mask_rcnn/false_positive": 0.1264533410086175, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 28.75, "time": 0.6921083675697446, "total_loss": 1.3482604851596989} {"data_time": 0.009701033122837543, "eta_seconds": 4325.447774212807, "iteration": 263739, "loss_fcos_cls": 0.17272581532597542, "loss_fcos_ctr": 0.6132188523188233, "loss_fcos_loc": 0.14616164413746446, "loss_mask": 0.23631267761811614, "loss_maskiou": 0.004239694460920873, "loss_sem_seg": 0.16628878191113472, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977424351076836, "mask_rcnn/false_negative": 0.07551411693783433, "mask_rcnn/false_positive": 0.12648069022842706, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.5, "time": 0.7019278593361378, "total_loss": 1.337551647109649} {"data_time": 0.010264975018799305, "eta_seconds": 4311.685115684755, "iteration": 263759, "loss_fcos_cls": 0.17605510400608182, "loss_fcos_ctr": 0.6110557485371828, "loss_fcos_loc": 0.1576184262521565, "loss_mask": 0.23618663335219026, "loss_maskiou": 0.0036794788466067985, "loss_sem_seg": 0.1536343339830637, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8868148220826793, "mask_rcnn/false_negative": 0.08390496403969604, "mask_rcnn/false_positive": 0.12754334544303325, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.75, "time": 0.6983923437073827, "total_loss": 1.3434269622594002} {"data_time": 0.011297316290438175, "eta_seconds": 4297.096144237556, "iteration": 263779, "loss_fcos_cls": 0.17395140940789133, "loss_fcos_ctr": 0.6136288223788142, "loss_fcos_loc": 0.15729334525531158, "loss_mask": 0.22675538156181574, "loss_maskiou": 0.003949834754166659, "loss_sem_seg": 0.14263834711164236, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8973563635770182, "mask_rcnn/false_negative": 0.0984807512241813, "mask_rcnn/false_positive": 0.09629220283606102, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 22.75, "time": 0.684572272002697, "total_loss": 1.3267222018330358} {"data_time": 0.010032865218818188, "eta_seconds": 4283.281335865147, "iteration": 263799, "loss_fcos_cls": 0.1780698225775268, "loss_fcos_ctr": 0.6127710165455937, "loss_fcos_loc": 0.1609324375167489, "loss_mask": 0.23981001321226358, "loss_maskiou": 0.0039926646013555, "loss_sem_seg": 0.1593604814261198, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8765002097345642, "mask_rcnn/false_negative": 0.09636611418047883, "mask_rcnn/false_positive": 0.15052091279811117, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.75, "time": 0.6863484159111977, "total_loss": 1.3429950815752818} {"data_time": 0.009187313728034496, "eta_seconds": 4270.233247884549, "iteration": 263819, "loss_fcos_cls": 0.17448897089343518, "loss_fcos_ctr": 0.6103907097131014, "loss_fcos_loc": 0.146466999896802, "loss_mask": 0.22199860122054815, "loss_maskiou": 0.003709048654854996, "loss_sem_seg": 0.15465773723553866, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9169038571575288, "mask_rcnn/false_negative": 0.0698200996213807, "mask_rcnn/false_positive": 0.10636735018142472, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 28.0, "time": 0.6985458536073565, "total_loss": 1.3266672047029715} {"data_time": 0.01079986896365881, "eta_seconds": 4257.189912343398, "iteration": 263839, "loss_fcos_cls": 0.17618617787957191, "loss_fcos_ctr": 0.6135880397632718, "loss_fcos_loc": 0.1602916099363938, "loss_mask": 0.24891337659209967, "loss_maskiou": 0.004492028616368771, "loss_sem_seg": 0.1447245825547725, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8936765742481203, "mask_rcnn/false_negative": 0.09674113795491693, "mask_rcnn/false_positive": 0.0995185870341266, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 31.25, "time": 0.700201041996479, "total_loss": 1.331465415947605} {"data_time": 0.010213011875748634, "eta_seconds": 4244.018570870161, "iteration": 263859, "loss_fcos_cls": 0.1741716613760218, "loss_fcos_ctr": 0.6115915719419718, "loss_fcos_loc": 0.14932323107495904, "loss_mask": 0.22456147707998753, "loss_maskiou": 0.0038340525316016283, "loss_sem_seg": 0.16101701348088682, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9158118005266623, "mask_rcnn/false_negative": 0.07322968611065256, "mask_rcnn/false_positive": 0.09108141950371988, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 21.25, "time": 0.6963799921795726, "total_loss": 1.3413926319917664} {"data_time": 0.01028684712946415, "eta_seconds": 4230.196657270193, "iteration": 263879, "loss_fcos_cls": 0.17122996231773868, "loss_fcos_ctr": 0.6112083569169044, "loss_fcos_loc": 0.15485770883969963, "loss_mask": 0.22580766770988703, "loss_maskiou": 0.004230067748721922, "loss_sem_seg": 0.14599839434958994, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898475645434982, "mask_rcnn/false_negative": 0.08686399946858969, "mask_rcnn/false_positive": 0.13169121159043518, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.5, "time": 0.7123015709221363, "total_loss": 1.3237761589480215} {"data_time": 0.010723373852670193, "eta_seconds": 4214.260528651997, "iteration": 263899, "loss_fcos_cls": 0.17292105639353395, "loss_fcos_ctr": 0.6139325387775898, "loss_fcos_loc": 0.1561418769415468, "loss_mask": 0.2407405460253358, "loss_maskiou": 0.004012132914795075, "loss_sem_seg": 0.16524760372703895, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9078173314780458, "mask_rcnn/false_negative": 0.07829064689664858, "mask_rcnn/false_positive": 0.08993221100787765, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 26.25, "time": 0.6805027453228831, "total_loss": 1.3583661006996408} {"data_time": 0.010652970522642136, "eta_seconds": 4201.553952732123, "iteration": 263919, "loss_fcos_cls": 0.18176636192947626, "loss_fcos_ctr": 0.6145915053784847, "loss_fcos_loc": 0.1601326143136248, "loss_mask": 0.2400091546587646, "loss_maskiou": 0.003995825925812824, "loss_sem_seg": 0.17538543557748199, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8847124787414966, "mask_rcnn/false_negative": 0.0944741077863126, "mask_rcnn/false_positive": 0.1396950853754059, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 28.5, "time": 0.7152973581105471, "total_loss": 1.3984592083543248} {"data_time": 0.010657976381480694, "eta_seconds": 4185.046393108554, "iteration": 263939, "loss_fcos_cls": 0.17921452003065497, "loss_fcos_ctr": 0.6114363875240088, "loss_fcos_loc": 0.14880108216311783, "loss_mask": 0.2273863940499723, "loss_maskiou": 0.0039214263488247525, "loss_sem_seg": 0.1496012887218967, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8985063614053217, "mask_rcnn/false_negative": 0.10590880925788515, "mask_rcnn/false_positive": 0.08901769495806691, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 20.75, "time": 0.6848973231390119, "total_loss": 1.3390840325628233} {"data_time": 0.01042996533215046, "eta_seconds": 4173.916696012951, "iteration": 263959, "loss_fcos_cls": 0.17527320119552314, "loss_fcos_ctr": 0.6150525799021125, "loss_fcos_loc": 0.1629282901994884, "loss_mask": 0.23070706706494093, "loss_maskiou": 0.0038941018137848005, "loss_sem_seg": 0.16290421481244266, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8934755720470007, "mask_rcnn/false_negative": 0.08030148617855462, "mask_rcnn/false_positive": 0.10035805501209599, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 28.25, "time": 0.6998128071427345, "total_loss": 1.3794350935568218} {"data_time": 0.010373976081609726, "eta_seconds": 4160.098067653365, "iteration": 263979, "loss_fcos_cls": 0.16935964510776103, "loss_fcos_ctr": 0.6109469830989838, "loss_fcos_loc": 0.145213367883116, "loss_mask": 0.23934615356847644, "loss_maskiou": 0.003765976769500412, "loss_sem_seg": 0.1653493989724666, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8925382653061225, "mask_rcnn/false_negative": 0.08356285140783185, "mask_rcnn/false_positive": 0.12261749678275255, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 23.5, "time": 0.6942166406661272, "total_loss": 1.326829223879031} {"data_time": 0.00955500453710556, "eta_seconds": 4146.6857107859105, "iteration": 263999, "loss_fcos_cls": 0.16600071161519736, "loss_fcos_ctr": 0.6114351628348231, "loss_fcos_loc": 0.14561373298056424, "loss_mask": 0.231667157728225, "loss_maskiou": 0.0036411825713003054, "loss_sem_seg": 0.16704218834638596, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9023441778321346, "mask_rcnn/false_negative": 0.09507704167049155, "mask_rcnn/false_positive": 0.1260134729285509, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.75, "time": 0.6962867472320795, "total_loss": 1.3455204997007968} {"data_time": 0.010371716693043709, "eta_seconds": 4132.460810934193, "iteration": 264019, "loss_fcos_cls": 0.16628336813300848, "loss_fcos_ctr": 0.6116518117487431, "loss_fcos_loc": 0.15235586237395182, "loss_mask": 0.2311729579232633, "loss_maskiou": 0.0037392391423054505, "loss_sem_seg": 0.15300863981246948, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8835439295260724, "mask_rcnn/false_negative": 0.08696240776271752, "mask_rcnn/false_positive": 0.1172022888402108, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 21.5, "time": 0.6907127480953932, "total_loss": 1.3207519750176289} {"data_time": 0.009948390536010265, "eta_seconds": 4117.514955136925, "iteration": 264039, "loss_fcos_cls": 0.17933702759910375, "loss_fcos_ctr": 0.6155507159419358, "loss_fcos_loc": 0.15845480846473947, "loss_mask": 0.23415079712867737, "loss_maskiou": 0.0035683633759617805, "loss_sem_seg": 0.15618667332455516, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9148393801965231, "mask_rcnn/false_negative": 0.06288118488489043, "mask_rcnn/false_positive": 0.11841759817321554, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 31.5, "time": 0.7096508778631687, "total_loss": 1.3844722428148089} {"data_time": 0.00977356918156147, "eta_seconds": 4103.700108785182, "iteration": 264059, "loss_fcos_cls": 0.1726317019201815, "loss_fcos_ctr": 0.6102192364633083, "loss_fcos_loc": 0.1528618228621781, "loss_mask": 0.2360752271488309, "loss_maskiou": 0.003770567773244693, "loss_sem_seg": 0.17713089496828616, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9124034912260359, "mask_rcnn/false_negative": 0.08190324569631774, "mask_rcnn/false_positive": 0.08993173058631146, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 24.0, "time": 0.6667166035622358, "total_loss": 1.357188560636132} {"data_time": 0.009989771991968155, "eta_seconds": 4090.60848741699, "iteration": 264079, "loss_fcos_cls": 0.16406862204894423, "loss_fcos_ctr": 0.6113809961825609, "loss_fcos_loc": 0.14165930554736406, "loss_mask": 0.22747190482914448, "loss_maskiou": 0.0035923445248045027, "loss_sem_seg": 0.15605217032134533, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9084849037017404, "mask_rcnn/false_negative": 0.08472142470606006, "mask_rcnn/false_positive": 0.11605425082041365, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 26.25, "time": 0.673817046917975, "total_loss": 1.302793528069742} {"data_time": 0.01011139526963234, "eta_seconds": 4076.0704160816967, "iteration": 264099, "loss_fcos_cls": 0.1769719459116459, "loss_fcos_ctr": 0.614395150449127, "loss_fcos_loc": 0.15404072002274916, "loss_mask": 0.224155789706856, "loss_maskiou": 0.003885848405843717, "loss_sem_seg": 0.18363515194505453, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9086125927643784, "mask_rcnn/false_negative": 0.09847232038933444, "mask_rcnn/false_positive": 0.10135879675423302, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 25.0, "time": 0.6834246460348368, "total_loss": 1.3781032722126838} {"data_time": 0.009884819388389587, "eta_seconds": 4063.7658165525645, "iteration": 264119, "loss_fcos_cls": 0.1789585582446307, "loss_fcos_ctr": 0.6099892249330878, "loss_fcos_loc": 0.15070581156760454, "loss_mask": 0.2305138111114502, "loss_maskiou": 0.00390875695302384, "loss_sem_seg": 0.15930167795158923, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.901966273522396, "mask_rcnn/false_negative": 0.08060439224704963, "mask_rcnn/false_positive": 0.12809758508875588, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 29.0, "time": 0.6942229373380542, "total_loss": 1.340744505978364} {"data_time": 0.009869326837360859, "eta_seconds": 4049.5490407766774, "iteration": 264139, "loss_fcos_cls": 0.1717841480858624, "loss_fcos_ctr": 0.6105845011770725, "loss_fcos_loc": 0.14921559602953494, "loss_mask": 0.23768405057489872, "loss_maskiou": 0.004181603493634611, "loss_sem_seg": 0.1463488161098212, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867219387755102, "mask_rcnn/false_negative": 0.08195089597643007, "mask_rcnn/false_positive": 0.13270579738040278, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.5, "time": 0.6788136661052704, "total_loss": 1.3318942139667342} {"data_time": 0.009672669693827629, "eta_seconds": 4037.8146330825984, "iteration": 264159, "loss_fcos_cls": 0.18040028540417552, "loss_fcos_ctr": 0.6123213460668921, "loss_fcos_loc": 0.15067495044786483, "loss_mask": 0.24246969306841493, "loss_maskiou": 0.004066125744429883, "loss_sem_seg": 0.14975234516896307, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.899292919382205, "mask_rcnn/false_negative": 0.0870607999632381, "mask_rcnn/false_positive": 0.11956331718215168, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.0, "time": 0.7230437509715557, "total_loss": 1.3424987464095466} {"data_time": 0.010040306486189365, "eta_seconds": 4023.988868203014, "iteration": 264179, "loss_fcos_cls": 0.16861432511359453, "loss_fcos_ctr": 0.6102713486179709, "loss_fcos_loc": 0.1564772021083627, "loss_mask": 0.23374599684029818, "loss_maskiou": 0.0035547321385820396, "loss_sem_seg": 0.17599245789460838, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9024549080195459, "mask_rcnn/false_negative": 0.07421232731335968, "mask_rcnn/false_positive": 0.11800260270878994, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 22.75, "time": 0.6761211231350899, "total_loss": 1.3559783495129523} {"data_time": 0.009833283722400665, "eta_seconds": 4014.3026420027018, "iteration": 264199, "loss_fcos_cls": 0.1838299708906561, "loss_fcos_ctr": 0.613863424398005, "loss_fcos_loc": 0.15150905231712386, "loss_mask": 0.23617111891508102, "loss_maskiou": 0.004004028065537568, "loss_sem_seg": 0.1717737251892686, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9013738828864879, "mask_rcnn/false_negative": 0.09017481219195435, "mask_rcnn/false_positive": 0.10563945247075848, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 19.5, "time": 0.7029656851664186, "total_loss": 1.3695353086295654} {"data_time": 0.010491314344108105, "eta_seconds": 4001.3571528922766, "iteration": 264219, "loss_fcos_cls": 0.16906004096381366, "loss_fcos_ctr": 0.6161509677767754, "loss_fcos_loc": 0.16030307940673083, "loss_mask": 0.22967078536748886, "loss_maskiou": 0.003939008940506028, "loss_sem_seg": 0.14753323956392705, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9040440214547357, "mask_rcnn/false_negative": 0.09972865609231443, "mask_rcnn/false_positive": 0.10423650118765608, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 28.5, "time": 0.7014740407466888, "total_loss": 1.3393826766077837} {"data_time": 0.010056629776954651, "eta_seconds": 3989.5058000572026, "iteration": 264239, "loss_fcos_cls": 0.17106195993255824, "loss_fcos_ctr": 0.6127907633781433, "loss_fcos_loc": 0.15195364959072322, "loss_mask": 0.22655688831582665, "loss_maskiou": 0.0037946048150843126, "loss_sem_seg": 0.16426311410032213, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8990418786113843, "mask_rcnn/false_negative": 0.10525000300193754, "mask_rcnn/false_positive": 0.10708857973570282, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 38.5, "time": 0.6837566634640098, "total_loss": 1.3344838179182261} {"data_time": 0.009877563454210758, "eta_seconds": 3976.3353384053335, "iteration": 264259, "loss_fcos_cls": 0.16895914380438626, "loss_fcos_ctr": 0.6131283575668931, "loss_fcos_loc": 0.15393971954472363, "loss_mask": 0.23761012312024832, "loss_maskiou": 0.003882525266817538, "loss_sem_seg": 0.17176163458498195, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8983231026785714, "mask_rcnn/false_negative": 0.09215066700011393, "mask_rcnn/false_positive": 0.12439445597958118, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 25.0, "time": 0.6943211313337088, "total_loss": 1.358279993160977} {"data_time": 0.010200790129601955, "eta_seconds": 3960.978318270296, "iteration": 264279, "loss_fcos_cls": 0.17860617698170245, "loss_fcos_ctr": 0.6122275395318866, "loss_fcos_loc": 0.15687840088503435, "loss_mask": 0.2498602820560336, "loss_maskiou": 0.0047824558496358804, "loss_sem_seg": 0.16879387595690787, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8883683508125473, "mask_rcnn/false_negative": 0.08291469815510807, "mask_rcnn/false_positive": 0.15079617982925594, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.25, "time": 0.69097501039505, "total_loss": 1.374614317319356} {"data_time": 0.01032636035233736, "eta_seconds": 3948.2618055790663, "iteration": 264299, "loss_fcos_cls": 0.17760732164606452, "loss_fcos_ctr": 0.6124144196510315, "loss_fcos_loc": 0.14961025235243142, "loss_mask": 0.23432730790227652, "loss_maskiou": 0.003912333757398301, "loss_sem_seg": 0.15780248504597694, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9060117178739628, "mask_rcnn/false_negative": 0.0798359642720535, "mask_rcnn/false_positive": 0.11002309030545956, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.25, "time": 0.717339314520359, "total_loss": 1.381171669170726} {"data_time": 0.009590432047843933, "eta_seconds": 3934.410685405135, "iteration": 264319, "loss_fcos_cls": 0.1711670784279704, "loss_fcos_ctr": 0.6097967191599309, "loss_fcos_loc": 0.1387396459467709, "loss_mask": 0.22935856506228447, "loss_maskiou": 0.0038365477576007834, "loss_sem_seg": 0.1475128282327205, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8974747387127531, "mask_rcnn/false_negative": 0.08887174178477669, "mask_rcnn/false_positive": 0.12552120519184026, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.0, "time": 0.6929900832474232, "total_loss": 1.291846953949971} {"data_time": 0.01142028532922268, "eta_seconds": 3917.422385171056, "iteration": 264339, "loss_fcos_cls": 0.1705614156089723, "loss_fcos_ctr": 0.6110744634643197, "loss_fcos_loc": 0.15058230655267835, "loss_mask": 0.2238409616984427, "loss_maskiou": 0.003800218619289808, "loss_sem_seg": 0.15758920484222472, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911672719935432, "mask_rcnn/false_negative": 0.09199626954889126, "mask_rcnn/false_positive": 0.13179487325242664, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.6618881179019809, "total_loss": 1.322659070670852} {"data_time": 0.009085084311664104, "eta_seconds": 3905.589703436941, "iteration": 264359, "loss_fcos_cls": 0.17413254029816017, "loss_fcos_ctr": 0.6099246935918927, "loss_fcos_loc": 0.15349952806718647, "loss_mask": 0.24147193925455213, "loss_maskiou": 0.00412837739349925, "loss_sem_seg": 0.16412080684676766, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9026156695554934, "mask_rcnn/false_negative": 0.08447774836435562, "mask_rcnn/false_positive": 0.1165427667777562, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 23.0, "time": 0.7038190122693777, "total_loss": 1.343976332238526} {"data_time": 0.009565912187099457, "eta_seconds": 3890.752057858743, "iteration": 264379, "loss_fcos_cls": 0.18348886002786458, "loss_fcos_ctr": 0.6148724667727947, "loss_fcos_loc": 0.15864191856235266, "loss_mask": 0.23652796912938356, "loss_maskiou": 0.003869283427775372, "loss_sem_seg": 0.16012664837762713, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9036576062386981, "mask_rcnn/false_negative": 0.09119103822592198, "mask_rcnn/false_positive": 0.10308159809781946, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 23.5, "time": 0.6751953279599547, "total_loss": 1.3459475065319566} {"data_time": 0.010277360677719116, "eta_seconds": 3879.82811696548, "iteration": 264399, "loss_fcos_cls": 0.17867305991239846, "loss_fcos_ctr": 0.6128889457322657, "loss_fcos_loc": 0.15934876399114728, "loss_mask": 0.23764631524682045, "loss_maskiou": 0.004063244547069189, "loss_sem_seg": 0.1463985003065318, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9024062279594112, "mask_rcnn/false_negative": 0.08357854630189493, "mask_rcnn/false_positive": 0.10388888361062357, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 28.25, "time": 0.7143527027219534, "total_loss": 1.3436392068415444} {"data_time": 0.009814673103392124, "eta_seconds": 3865.262723938562, "iteration": 264419, "loss_fcos_cls": 0.1771634479810018, "loss_fcos_ctr": 0.6120747085660696, "loss_fcos_loc": 0.14962206792552024, "loss_mask": 0.2202630490064621, "loss_maskiou": 0.004048252128995955, "loss_sem_seg": 0.15079212305136025, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.897773422458606, "mask_rcnn/false_negative": 0.09269114712669772, "mask_rcnn/false_positive": 0.10721750676251995, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.0, "time": 0.6689028833061457, "total_loss": 1.2923552809952525} {"data_time": 0.009974824264645576, "eta_seconds": 3850.201088603586, "iteration": 264439, "loss_fcos_cls": 0.1734495316632092, "loss_fcos_ctr": 0.6122467359527946, "loss_fcos_loc": 0.1482464139116928, "loss_mask": 0.22041715076193213, "loss_maskiou": 0.0035186018540116493, "loss_sem_seg": 0.14511903387028724, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9066363466756392, "mask_rcnn/false_negative": 0.08839864982401952, "mask_rcnn/false_positive": 0.12495223759573688, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 25.75, "time": 0.6899168835952878, "total_loss": 1.3039650465652812} {"data_time": 0.01094229705631733, "eta_seconds": 3837.1552921570837, "iteration": 264459, "loss_fcos_cls": 0.1674696704139933, "loss_fcos_ctr": 0.6139304712414742, "loss_fcos_loc": 0.150792088592425, "loss_mask": 0.2333659245632589, "loss_maskiou": 0.004076791445186245, "loss_sem_seg": 0.15806840173900127, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8843355112592372, "mask_rcnn/false_negative": 0.09182424760438346, "mask_rcnn/false_positive": 0.13731906882826206, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 31.0, "time": 0.7090756576508284, "total_loss": 1.3339541079985793} {"data_time": 0.01010981760919094, "eta_seconds": 3827.476063525304, "iteration": 264479, "loss_fcos_cls": 0.160921759204939, "loss_fcos_ctr": 0.6114474600180984, "loss_fcos_loc": 0.14701790653634816, "loss_mask": 0.22743614297360182, "loss_maskiou": 0.0038742501419619657, "loss_sem_seg": 0.1548564804252237, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896892773502845, "mask_rcnn/false_negative": 0.08478820271912774, "mask_rcnn/false_positive": 0.13948856813821725, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.25, "time": 0.7049113037064672, "total_loss": 1.3010356727718317} {"data_time": 0.01023909356445074, "eta_seconds": 3809.4551998116076, "iteration": 264499, "loss_fcos_cls": 0.1785955787054263, "loss_fcos_ctr": 0.6122058751061559, "loss_fcos_loc": 0.1585812057601288, "loss_mask": 0.2269002441316843, "loss_maskiou": 0.004173124689259566, "loss_sem_seg": 0.17108931159600616, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9080091411564626, "mask_rcnn/false_negative": 0.08026771350057946, "mask_rcnn/false_positive": 0.11765354317107649, "roi_head/num_bg_samples": 36.75, "roi_head/num_fg_samples": 27.5, "time": 0.6864816583693027, "total_loss": 1.3630198744795052} {"data_time": 0.009483923204243183, "eta_seconds": 3797.4724188577384, "iteration": 264519, "loss_fcos_cls": 0.1769476540503092, "loss_fcos_ctr": 0.6129835797473788, "loss_fcos_loc": 0.15803003124892712, "loss_mask": 0.23326494079083204, "loss_maskiou": 0.0036071624381293077, "loss_sem_seg": 0.15235958015546203, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8837492758092247, "mask_rcnn/false_negative": 0.10538312129854185, "mask_rcnn/false_positive": 0.1140952586034291, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 30.75, "time": 0.699079517275095, "total_loss": 1.3327278019860387} {"data_time": 0.010007920674979687, "eta_seconds": 3781.7551074661314, "iteration": 264539, "loss_fcos_cls": 0.16888635337818414, "loss_fcos_ctr": 0.6130965640768409, "loss_fcos_loc": 0.15475847863126546, "loss_mask": 0.2341919420287013, "loss_maskiou": 0.0037194739052210934, "loss_sem_seg": 0.14268346328753978, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9106356828445663, "mask_rcnn/false_negative": 0.08027965750261257, "mask_rcnn/false_positive": 0.09041388690437505, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 23.75, "time": 0.6954767052084208, "total_loss": 1.3415854535342078} {"data_time": 0.009737578220665455, "eta_seconds": 3767.9050612933934, "iteration": 264559, "loss_fcos_cls": 0.17845523892901838, "loss_fcos_ctr": 0.6117430329322815, "loss_fcos_loc": 0.15247569378698245, "loss_mask": 0.23266643472015858, "loss_maskiou": 0.004291789620765485, "loss_sem_seg": 0.16673077672021464, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.891699913047926, "mask_rcnn/false_negative": 0.0925745083711833, "mask_rcnn/false_positive": 0.12528280338769712, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 27.5, "time": 0.6727083660662174, "total_loss": 1.3316948923420568} {"data_time": 0.010416204109787941, "eta_seconds": 3754.0550151206553, "iteration": 264579, "loss_fcos_cls": 0.17897932522464544, "loss_fcos_ctr": 0.6146193370223045, "loss_fcos_loc": 0.15810205205343664, "loss_mask": 0.22814764454960823, "loss_maskiou": 0.003770611663640011, "loss_sem_seg": 0.17035569349536672, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9058104735400654, "mask_rcnn/false_negative": 0.09140844729105864, "mask_rcnn/false_positive": 0.09608241796799027, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.75, "time": 0.6856018397957087, "total_loss": 1.3691063197984477} {"data_time": 0.010855593718588352, "eta_seconds": 3738.472133872099, "iteration": 264599, "loss_fcos_cls": 0.1738603834528476, "loss_fcos_ctr": 0.6122009959071875, "loss_fcos_loc": 0.14525317563675344, "loss_mask": 0.23778414260596037, "loss_maskiou": 0.0035997335944557562, "loss_sem_seg": 0.16883494635112584, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8842566287878788, "mask_rcnn/false_negative": 0.1060856128575643, "mask_rcnn/false_positive": 0.12251398012186102, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.75, "time": 0.6898553865030408, "total_loss": 1.337064665673097} {"data_time": 0.00986645370721817, "eta_seconds": 3719.0265237912536, "iteration": 264619, "loss_fcos_cls": 0.16783929232042283, "loss_fcos_ctr": 0.6127390684559941, "loss_fcos_loc": 0.1505666256416589, "loss_mask": 0.22035429952666163, "loss_maskiou": 0.0034052864903060254, "loss_sem_seg": 0.15253777580801398, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9014523423005566, "mask_rcnn/false_negative": 0.08282392830660107, "mask_rcnn/false_positive": 0.12410050971655266, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 23.5, "time": 0.6775758983567357, "total_loss": 1.3039963989067473} {"data_time": 0.010816182009875774, "eta_seconds": 3707.701443940401, "iteration": 264639, "loss_fcos_cls": 0.1696003177203238, "loss_fcos_ctr": 0.6117388652637601, "loss_fcos_loc": 0.1493815090507269, "loss_mask": 0.2378941448405385, "loss_maskiou": 0.00414678399101831, "loss_sem_seg": 0.16901754844002426, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923621767002541, "mask_rcnn/false_negative": 0.08960083465605691, "mask_rcnn/false_positive": 0.11203128243220645, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 25.0, "time": 0.6846015807241201, "total_loss": 1.3371551907912362} {"data_time": 0.0112120620906353, "eta_seconds": 3691.3809075579047, "iteration": 264659, "loss_fcos_cls": 0.17990786593873054, "loss_fcos_ctr": 0.61184555105865, "loss_fcos_loc": 0.14768836565781385, "loss_mask": 0.2241443144157529, "loss_maskiou": 0.0037166081674513407, "loss_sem_seg": 0.16064766142517328, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9183920219873665, "mask_rcnn/false_negative": 0.06849302750356105, "mask_rcnn/false_positive": 0.09411656479653914, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 28.25, "time": 0.6651295004412532, "total_loss": 1.3148663779793424} {"data_time": 0.010505066253244877, "eta_seconds": 3679.3052144683897, "iteration": 264679, "loss_fcos_cls": 0.18050176603719592, "loss_fcos_ctr": 0.6137587744742632, "loss_fcos_loc": 0.14903748230426572, "loss_mask": 0.2356979912146926, "loss_maskiou": 0.004010591917904094, "loss_sem_seg": 0.15449122560676187, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8988179989603815, "mask_rcnn/false_negative": 0.09321342872424196, "mask_rcnn/false_positive": 0.11126116275655991, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 22.25, "time": 0.6885435413569212, "total_loss": 1.3323613825268694} {"data_time": 0.010567067191004753, "eta_seconds": 3666.127002250403, "iteration": 264699, "loss_fcos_cls": 0.16174382431199774, "loss_fcos_ctr": 0.611184754408896, "loss_fcos_loc": 0.14640157634858042, "loss_mask": 0.2230197978205979, "loss_maskiou": 0.0035983537945867283, "loss_sem_seg": 0.15681002149358392, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9023071070533477, "mask_rcnn/false_negative": 0.07418349895869258, "mask_rcnn/false_positive": 0.13633835282544043, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 20.5, "time": 0.6732895793393254, "total_loss": 1.301765413605608} {"data_time": 0.011530835181474686, "eta_seconds": 3652.642226457596, "iteration": 264719, "loss_fcos_cls": 0.17789936810731888, "loss_fcos_ctr": 0.6148962220177054, "loss_fcos_loc": 0.1522445362061262, "loss_mask": 0.23817471787333488, "loss_maskiou": 0.004106321051949635, "loss_sem_seg": 0.1738245883025229, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8872312317784257, "mask_rcnn/false_negative": 0.0981850683917096, "mask_rcnn/false_positive": 0.1147178948581682, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 25.75, "time": 0.6957770455628633, "total_loss": 1.3765020225328044} {"data_time": 0.010335131548345089, "eta_seconds": 3638.80908036232, "iteration": 264739, "loss_fcos_cls": 0.17398354958277196, "loss_fcos_ctr": 0.6125021756161004, "loss_fcos_loc": 0.15242401754949242, "loss_mask": 0.23876923322677612, "loss_maskiou": 0.003868974537908798, "loss_sem_seg": 0.16801727935671806, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8842872348865499, "mask_rcnn/false_negative": 0.09534280965847883, "mask_rcnn/false_positive": 0.13095469566573908, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 29.25, "time": 0.6934402771294117, "total_loss": 1.3568410614971071} {"data_time": 0.011180153116583824, "eta_seconds": 3625.4383025905117, "iteration": 264759, "loss_fcos_cls": 0.17292590520810336, "loss_fcos_ctr": 0.6113660726696253, "loss_fcos_loc": 0.143930506601464, "loss_mask": 0.23292246693745255, "loss_maskiou": 0.0036512323222268606, "loss_sem_seg": 0.1812723008915782, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980017006802721, "mask_rcnn/false_negative": 0.09160997064125981, "mask_rcnn/false_positive": 0.11372762446454021, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 29.5, "time": 0.6927453596144915, "total_loss": 1.3457665662426734} {"data_time": 0.009134523570537567, "eta_seconds": 3611.6033920673653, "iteration": 264779, "loss_fcos_cls": 0.1715305249672383, "loss_fcos_ctr": 0.6112519865855575, "loss_fcos_loc": 0.14789034030400217, "loss_mask": 0.22332745604217052, "loss_maskiou": 0.0034690248394326773, "loss_sem_seg": 0.15361721022054553, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9016794975295892, "mask_rcnn/false_negative": 0.09446467710419278, "mask_rcnn/false_positive": 0.11113939266614521, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 28.5, "time": 0.6884219450876117, "total_loss": 1.3186716761374555} {"data_time": 0.009074168279767036, "eta_seconds": 3598.1694471854717, "iteration": 264799, "loss_fcos_cls": 0.17756781220668927, "loss_fcos_ctr": 0.6121643716469407, "loss_fcos_loc": 0.14467351825442165, "loss_mask": 0.23540245881304145, "loss_maskiou": 0.004183943621683284, "loss_sem_seg": 0.15349201916251332, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8832021515289284, "mask_rcnn/false_negative": 0.08971984674517651, "mask_rcnn/false_positive": 0.1374568245503101, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.5, "time": 0.6955056758597493, "total_loss": 1.3418525243009753} {"data_time": 0.010086619295179844, "eta_seconds": 3583.1360118202865, "iteration": 264819, "loss_fcos_cls": 0.17487542069284245, "loss_fcos_ctr": 0.6116584073752165, "loss_fcos_loc": 0.15657454018946737, "loss_mask": 0.24042937438935041, "loss_maskiou": 0.004140960370932589, "loss_sem_seg": 0.17369163443800062, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9009268846654865, "mask_rcnn/false_negative": 0.09643372463819505, "mask_rcnn/false_positive": 0.10461434215818324, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 26.0, "time": 0.6711730351671576, "total_loss": 1.3507025225480902} {"data_time": 0.01034692395478487, "eta_seconds": 3567.4546029875055, "iteration": 264839, "loss_fcos_cls": 0.16586196701973677, "loss_fcos_ctr": 0.6128225224092603, "loss_fcos_loc": 0.15189449046738446, "loss_mask": 0.2323381071910262, "loss_maskiou": 0.003632019645010587, "loss_sem_seg": 0.1662739544408396, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9041497512983688, "mask_rcnn/false_negative": 0.07667545853154382, "mask_rcnn/false_positive": 0.12380521832473751, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 26.0, "time": 0.68113315384835, "total_loss": 1.3535224835577537} {"data_time": 0.010440132580697536, "eta_seconds": 3551.6786468820646, "iteration": 264859, "loss_fcos_cls": 0.18546280451118946, "loss_fcos_ctr": 0.6125581902451813, "loss_fcos_loc": 0.15845994104165584, "loss_mask": 0.24903890397399664, "loss_maskiou": 0.0045441172951541375, "loss_sem_seg": 0.1587793892249465, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977817213842059, "mask_rcnn/false_negative": 0.10362150891931221, "mask_rcnn/false_positive": 0.10032576385298426, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 27.0, "time": 0.6842842139303684, "total_loss": 1.3641005310018954} {"data_time": 0.009718523360788822, "eta_seconds": 3539.0980775356293, "iteration": 264879, "loss_fcos_cls": 0.1699604211607948, "loss_fcos_ctr": 0.614228646736592, "loss_fcos_loc": 0.15428327373228967, "loss_mask": 0.2276193257421255, "loss_maskiou": 0.003876971506542759, "loss_sem_seg": 0.1784531264565885, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9096314035818409, "mask_rcnn/false_negative": 0.08428551396109146, "mask_rcnn/false_positive": 0.10640181169077652, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 22.75, "time": 0.7032369757071137, "total_loss": 1.3429153976576345} {"data_time": 0.010078804567456245, "eta_seconds": 3528.143911600113, "iteration": 264899, "loss_fcos_cls": 0.17654497853072826, "loss_fcos_ctr": 0.6119055300951004, "loss_fcos_loc": 0.1529510049149394, "loss_mask": 0.23265076614916325, "loss_maskiou": 0.004059737137140473, "loss_sem_seg": 0.18261123728007078, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9038204567541303, "mask_rcnn/false_negative": 0.06802049489008255, "mask_rcnn/false_positive": 0.11885170586391806, "roi_head/num_bg_samples": 37.5, "roi_head/num_fg_samples": 22.75, "time": 0.7069751042872667, "total_loss": 1.362636227207986} {"data_time": 0.009304005652666092, "eta_seconds": 3514.310765504837, "iteration": 264919, "loss_fcos_cls": 0.18266988545656204, "loss_fcos_ctr": 0.6109708165749907, "loss_fcos_loc": 0.1511606127023697, "loss_mask": 0.22763195307925344, "loss_maskiou": 0.0036529996141325682, "loss_sem_seg": 0.15357670391676947, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9024914309353085, "mask_rcnn/false_negative": 0.07447888785180684, "mask_rcnn/false_positive": 0.10286414617536069, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 21.5, "time": 0.703573758713901, "total_loss": 1.327777990794857} {"data_time": 0.009758956730365753, "eta_seconds": 3500.477619409561, "iteration": 264939, "loss_fcos_cls": 0.1802357732085511, "loss_fcos_ctr": 0.6107147000730038, "loss_fcos_loc": 0.15222920791711658, "loss_mask": 0.23407946340739727, "loss_maskiou": 0.004309761003241874, "loss_sem_seg": 0.1635531319770962, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.879485843633228, "mask_rcnn/false_negative": 0.09037366399777486, "mask_rcnn/false_positive": 0.13319202798683022, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 25.5, "time": 0.6848202487453818, "total_loss": 1.3514345368821523} {"data_time": 0.009210565127432346, "eta_seconds": 3485.4165444383398, "iteration": 264959, "loss_fcos_cls": 0.17125442146789283, "loss_fcos_ctr": 0.6144089102745056, "loss_fcos_loc": 0.15255031909327954, "loss_mask": 0.2367806527763605, "loss_maskiou": 0.0038978672891971655, "loss_sem_seg": 0.17346568568609655, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8762120696492883, "mask_rcnn/false_negative": 0.09535874424573865, "mask_rcnn/false_positive": 0.13526951023863576, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 31.75, "time": 0.6980481315404177, "total_loss": 1.3668649823812302} {"data_time": 0.010439036414027214, "eta_seconds": 3473.178902288899, "iteration": 264979, "loss_fcos_cls": 0.1768987838877365, "loss_fcos_ctr": 0.6110348543152213, "loss_fcos_loc": 0.15331201057415456, "loss_mask": 0.24052974255755544, "loss_maskiou": 0.003825145828159293, "loss_sem_seg": 0.16321530367713422, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8961210185008583, "mask_rcnn/false_negative": 0.08706859297109344, "mask_rcnn/false_positive": 0.11231788114331848, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.75, "time": 0.7070496175438166, "total_loss": 1.3636150961647218} {"data_time": 0.010057970881462097, "eta_seconds": 3459.344292042777, "iteration": 264999, "loss_fcos_cls": 0.1752492036903277, "loss_fcos_ctr": 0.6153588695451617, "loss_fcos_loc": 0.15506066347006708, "loss_mask": 0.2452881196513772, "loss_maskiou": 0.004049685754580423, "loss_sem_seg": 0.17323807696811855, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932943520180054, "mask_rcnn/false_negative": 0.08974336391809395, "mask_rcnn/false_positive": 0.11421063044850968, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.25, "time": 0.6991898436099291, "total_loss": 1.3752639855083544} {"data_time": 0.009965179488062859, "eta_seconds": 3445.8757619904354, "iteration": 265019, "loss_fcos_cls": 0.1804741079977248, "loss_fcos_ctr": 0.6130709806457162, "loss_fcos_loc": 0.1558936150977388, "loss_mask": 0.23989992775022984, "loss_maskiou": 0.003925826320482884, "loss_sem_seg": 0.15587464103009552, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8928617420525902, "mask_rcnn/false_negative": 0.11362034799114204, "mask_rcnn/false_positive": 0.10134442975729596, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.75, "time": 0.6926235845312476, "total_loss": 1.3608610436494928} {"data_time": 0.01094789244234562, "eta_seconds": 3432.039681837894, "iteration": 265039, "loss_fcos_cls": 0.17159512429498136, "loss_fcos_ctr": 0.613694398663938, "loss_fcos_loc": 0.15747162175830454, "loss_mask": 0.22041212627664208, "loss_maskiou": 0.0037423518842842896, "loss_sem_seg": 0.14940014481544495, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9041292112082928, "mask_rcnn/false_negative": 0.08465318297719625, "mask_rcnn/false_positive": 0.10656646334831416, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 26.0, "time": 0.7129622455686331, "total_loss": 1.3298002762094256} {"data_time": 0.009121594950556755, "eta_seconds": 3418.2955659572035, "iteration": 265059, "loss_fcos_cls": 0.17193249275442213, "loss_fcos_ctr": 0.6137717408128083, "loss_fcos_loc": 0.15267033874988556, "loss_mask": 0.23242624010890722, "loss_maskiou": 0.00391167565703654, "loss_sem_seg": 0.14648030104581267, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8863084868093578, "mask_rcnn/false_negative": 0.09611993890222685, "mask_rcnn/false_positive": 0.12746855192778792, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 21.5, "time": 0.6871338523924351, "total_loss": 1.3178401006111926} {"data_time": 0.010423261672258377, "eta_seconds": 3405.639617166482, "iteration": 265079, "loss_fcos_cls": 0.17325076856650412, "loss_fcos_ctr": 0.6119733452796936, "loss_fcos_loc": 0.15250341955106705, "loss_mask": 0.2288381541147828, "loss_maskiou": 0.003765169320104178, "loss_sem_seg": 0.1547479024156928, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828922475671075, "mask_rcnn/false_negative": 0.09547942632621655, "mask_rcnn/false_positive": 0.12565826763314827, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 24.25, "time": 0.7097608121111989, "total_loss": 1.3489458770563942} {"data_time": 0.010158770717680454, "eta_seconds": 3390.8621558472514, "iteration": 265099, "loss_fcos_cls": 0.17018003563862294, "loss_fcos_ctr": 0.6103628324344754, "loss_fcos_loc": 0.1468052079435438, "loss_mask": 0.23600888159126043, "loss_maskiou": 0.0038657043696730398, "loss_sem_seg": 0.17113638296723366, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9024193010537549, "mask_rcnn/false_negative": 0.08840208049867943, "mask_rcnn/false_positive": 0.12727635595983766, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 24.75, "time": 0.6760330107063055, "total_loss": 1.3262907388052554} {"data_time": 0.010030006989836693, "eta_seconds": 3376.3366305660456, "iteration": 265119, "loss_fcos_cls": 0.1732303616590798, "loss_fcos_ctr": 0.6136288391426206, "loss_fcos_loc": 0.154092637472786, "loss_mask": 0.235548697412014, "loss_maskiou": 0.0042173550828010775, "loss_sem_seg": 0.15784230118151754, "lr": 0.00010000000000000002, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.25, "time": 0.6735719200223684, "total_loss": 1.3419902887617354} {"data_time": 0.009350301697850227, "eta_seconds": 3362.5020203199238, "iteration": 265139, "loss_fcos_cls": 0.17042806127574295, "loss_fcos_ctr": 0.6130374176427722, "loss_fcos_loc": 0.1541626409161836, "loss_mask": 0.23943256586790085, "loss_maskiou": 0.004109232173505006, "loss_sem_seg": 0.16155888515640981, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8965278583024119, "mask_rcnn/false_negative": 0.10311816221234782, "mask_rcnn/false_positive": 0.11060508335910946, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 30.5, "time": 0.690822122618556, "total_loss": 1.3447648116307391} {"data_time": 0.010869924910366535, "eta_seconds": 3345.638731174171, "iteration": 265159, "loss_fcos_cls": 0.16165339236613363, "loss_fcos_ctr": 0.6116025177761912, "loss_fcos_loc": 0.15156559675233439, "loss_mask": 0.23164228908717632, "loss_maskiou": 0.003694145918416325, "loss_sem_seg": 0.15555866353679448, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9028138497727967, "mask_rcnn/false_negative": 0.0827505592288881, "mask_rcnn/false_positive": 0.1035365534371254, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 30.75, "time": 0.6654273876920342, "total_loss": 1.3013034883115324} {"data_time": 0.009627790190279484, "eta_seconds": 3333.305526827462, "iteration": 265179, "loss_fcos_cls": 0.17364876088686287, "loss_fcos_ctr": 0.6131057392340153, "loss_fcos_loc": 0.15230556717142463, "loss_mask": 0.23340796492993832, "loss_maskiou": 0.003938175090297591, "loss_sem_seg": 0.16070987423881888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8947340547760272, "mask_rcnn/false_negative": 0.09027368184652898, "mask_rcnn/false_positive": 0.1104961505444549, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.25, "time": 0.6982563864439726, "total_loss": 1.3741340484921238} {"data_time": 0.011272517964243889, "eta_seconds": 3316.906874776818, "iteration": 265199, "loss_fcos_cls": 0.1766296410933137, "loss_fcos_ctr": 0.6135559463873506, "loss_fcos_loc": 0.1613056493224576, "loss_mask": 0.21997872600331903, "loss_maskiou": 0.0036773859537788667, "loss_sem_seg": 0.1577475576195866, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9193364845938375, "mask_rcnn/false_negative": 0.0679562635411775, "mask_rcnn/false_positive": 0.10563367808218337, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 24.75, "time": 0.6620962368324399, "total_loss": 1.330761890312715} {"data_time": 0.011027399450540543, "eta_seconds": 3303.089308124967, "iteration": 265219, "loss_fcos_cls": 0.17619325636769645, "loss_fcos_ctr": 0.6124171065166593, "loss_fcos_loc": 0.1536801311885938, "loss_mask": 0.2302185744047165, "loss_maskiou": 0.0037796697724843398, "loss_sem_seg": 0.14712721342220902, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8785299704686415, "mask_rcnn/false_negative": 0.1217322169237317, "mask_rcnn/false_positive": 0.11681982794629482, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.5, "time": 0.7030092841014266, "total_loss": 1.3261717096647772} {"data_time": 0.010763565078377724, "eta_seconds": 3289.475108111277, "iteration": 265239, "loss_fcos_cls": 0.17476533306762576, "loss_fcos_ctr": 0.6103261597454548, "loss_fcos_loc": 0.14290113403694704, "loss_mask": 0.21574991289526224, "loss_maskiou": 0.0035777095617959276, "loss_sem_seg": 0.14401802187785506, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8969979296066253, "mask_rcnn/false_negative": 0.08679301208322222, "mask_rcnn/false_positive": 0.10531495283754327, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 27.0, "time": 0.6984083671122789, "total_loss": 1.3124379123073595} {"data_time": 0.009850896894931793, "eta_seconds": 3274.9391846042126, "iteration": 265259, "loss_fcos_cls": 0.15780991921201348, "loss_fcos_ctr": 0.612243952229619, "loss_fcos_loc": 0.14658660496934317, "loss_mask": 0.22603874513879418, "loss_maskiou": 0.0038236349791986868, "loss_sem_seg": 0.15191236464306712, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901789411416741, "mask_rcnn/false_negative": 0.08934473185328132, "mask_rcnn/false_positive": 0.13218724531712037, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 31.25, "time": 0.6765121798962355, "total_loss": 1.3066749627596437} {"data_time": 0.011249933391809464, "eta_seconds": 3260.7337174639106, "iteration": 265279, "loss_fcos_cls": 0.171665832051076, "loss_fcos_ctr": 0.6112538762390614, "loss_fcos_loc": 0.15261509479023516, "loss_mask": 0.23800752824172378, "loss_maskiou": 0.003987014359154273, "loss_sem_seg": 0.15185349062085152, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9038591812323016, "mask_rcnn/false_negative": 0.06418642151155436, "mask_rcnn/false_positive": 0.12653279131359157, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 26.5, "time": 0.6845728233456612, "total_loss": 1.3488081485847943} {"data_time": 0.010276549495756626, "eta_seconds": 3244.6054900651798, "iteration": 265299, "loss_fcos_cls": 0.17984700796660036, "loss_fcos_ctr": 0.6130805443972349, "loss_fcos_loc": 0.15427586273290217, "loss_mask": 0.2413631184026599, "loss_maskiou": 0.004157666211540345, "loss_sem_seg": 0.15423513390123844, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9024271293883407, "mask_rcnn/false_negative": 0.09149349960336606, "mask_rcnn/false_positive": 0.1274057450871875, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.75, "time": 0.6633162554353476, "total_loss": 1.3710055738556548} {"data_time": 0.009831365197896957, "eta_seconds": 3227.725944426842, "iteration": 265319, "loss_fcos_cls": 0.16793266055174172, "loss_fcos_ctr": 0.6129344115033746, "loss_fcos_loc": 0.14934850542340428, "loss_mask": 0.22873035445809364, "loss_maskiou": 0.003867549950882676, "loss_sem_seg": 0.16033907770179212, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9076204648526077, "mask_rcnn/false_negative": 0.06697553568968861, "mask_rcnn/false_positive": 0.13864030234647448, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 23.25, "time": 0.6738130263984203, "total_loss": 1.3414227595967532} {"data_time": 0.010592060163617134, "eta_seconds": 3214.9193798620254, "iteration": 265339, "loss_fcos_cls": 0.16410515026655048, "loss_fcos_ctr": 0.6111173434183002, "loss_fcos_loc": 0.15146342024672776, "loss_mask": 0.2287947153672576, "loss_maskiou": 0.0036821057947236113, "loss_sem_seg": 0.15181550581473857, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9094362447359896, "mask_rcnn/false_negative": 0.06781597757465666, "mask_rcnn/false_positive": 0.10599968898048275, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.0, "time": 0.6848198845982552, "total_loss": 1.3154052748723188} {"data_time": 0.010003260336816311, "eta_seconds": 3200.1444366769865, "iteration": 265359, "loss_fcos_cls": 0.1696971815545112, "loss_fcos_ctr": 0.6126430947333574, "loss_fcos_loc": 0.15295214409707114, "loss_mask": 0.22901588678359985, "loss_maskiou": 0.003720454855283606, "loss_sem_seg": 0.1552499756217003, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9142349837662338, "mask_rcnn/false_negative": 0.06651487266089011, "mask_rcnn/false_positive": 0.113530154780939, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 27.0, "time": 0.6930732345208526, "total_loss": 1.3111911407377193} {"data_time": 0.009439242072403431, "eta_seconds": 3188.522468565963, "iteration": 265379, "loss_fcos_cls": 0.17270513495896012, "loss_fcos_ctr": 0.6106378771364689, "loss_fcos_loc": 0.14559492270927876, "loss_mask": 0.23156636115163565, "loss_maskiou": 0.00379328853887273, "loss_sem_seg": 0.14477417070884258, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914078528236692, "mask_rcnn/false_negative": 0.0844884355786309, "mask_rcnn/false_positive": 0.1417526484834381, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.75, "time": 0.7023668801411986, "total_loss": 1.3071295156696578} {"data_time": 0.009891301393508911, "eta_seconds": 3171.7467706585303, "iteration": 265399, "loss_fcos_cls": 0.17044936516322196, "loss_fcos_ctr": 0.6107002915814519, "loss_fcos_loc": 0.15176514605991542, "loss_mask": 0.22839953564107418, "loss_maskiou": 0.0038732225621060934, "loss_sem_seg": 0.1538463095203042, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007844387755102, "mask_rcnn/false_negative": 0.0726267872052806, "mask_rcnn/false_positive": 0.11137307574474631, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 23.5, "time": 0.6757158255204558, "total_loss": 1.3225727894168813} {"data_time": 0.00945539865642786, "eta_seconds": 3159.739472033456, "iteration": 265419, "loss_fcos_cls": 0.1822765654651448, "loss_fcos_ctr": 0.6147375460714102, "loss_fcos_loc": 0.1552317122113891, "loss_mask": 0.22730434592813253, "loss_maskiou": 0.0044463573867687955, "loss_sem_seg": 0.15177930938079953, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8890558760950182, "mask_rcnn/false_negative": 0.09505799787801573, "mask_rcnn/false_positive": 0.12346528442478019, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 20.75, "time": 0.7042866721749306, "total_loss": 1.3301856142934412} {"data_time": 0.009249675087630749, "eta_seconds": 3145.9444950763136, "iteration": 265439, "loss_fcos_cls": 0.17778012016788125, "loss_fcos_ctr": 0.6129686301574111, "loss_fcos_loc": 0.14898759487550706, "loss_mask": 0.2245612433180213, "loss_maskiou": 0.003654240234027384, "loss_sem_seg": 0.1618011323735118, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9074089972527473, "mask_rcnn/false_negative": 0.07613980354059038, "mask_rcnn/false_positive": 0.1272586185530728, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 30.75, "time": 0.6952399117872119, "total_loss": 1.3204553493851563} {"data_time": 0.010241788811981678, "eta_seconds": 3134.174331075512, "iteration": 265459, "loss_fcos_cls": 0.17446060082875192, "loss_fcos_ctr": 0.6088116997852921, "loss_fcos_loc": 0.14601137093268335, "loss_mask": 0.23969624750316143, "loss_maskiou": 0.004356554432888515, "loss_sem_seg": 0.15121963992714882, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8862507676681783, "mask_rcnn/false_negative": 0.09579773951894105, "mask_rcnn/false_positive": 0.1253183228878204, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 33.0, "time": 0.7089121043682098, "total_loss": 1.3234246133979468} {"data_time": 0.01018614787608385, "eta_seconds": 3119.5217659352347, "iteration": 265479, "loss_fcos_cls": 0.16480915795546025, "loss_fcos_ctr": 0.611726317089051, "loss_fcos_loc": 0.15752908831927925, "loss_mask": 0.24612304428592324, "loss_maskiou": 0.004230688406096306, "loss_sem_seg": 0.1634174898499623, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9093021137026239, "mask_rcnn/false_negative": 0.08768686314909876, "mask_rcnn/false_positive": 0.1007990028989997, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 20.25, "time": 0.6760291205719113, "total_loss": 1.3309658312900865} {"data_time": 0.010535642504692078, "eta_seconds": 3106.566541328095, "iteration": 265499, "loss_fcos_cls": 0.17125547758769244, "loss_fcos_ctr": 0.6127919210121036, "loss_fcos_loc": 0.15734337968751788, "loss_mask": 0.23357192380353808, "loss_maskiou": 0.0039424526548828, "loss_sem_seg": 0.1753122884547338, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8658830255361907, "mask_rcnn/false_negative": 0.12165466344262146, "mask_rcnn/false_positive": 0.1488339605912092, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 40.25, "time": 0.7055675992742181, "total_loss": 1.3527711604328942} {"data_time": 0.010723428800702095, "eta_seconds": 3090.764587247744, "iteration": 265519, "loss_fcos_cls": 0.1780382227152586, "loss_fcos_ctr": 0.6117840195074677, "loss_fcos_loc": 0.15473016098258086, "loss_mask": 0.23649392742663622, "loss_maskiou": 0.0036454768924159, "loss_sem_seg": 0.16026897844858468, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9139701072736788, "mask_rcnn/false_negative": 0.07736862252442459, "mask_rcnn/false_positive": 0.11169789852805934, "roi_head/num_bg_samples": 38.5, "roi_head/num_fg_samples": 28.25, "time": 0.6910266540944576, "total_loss": 1.3445956761788693} {"data_time": 0.009394368156790733, "eta_seconds": 3078.1213443567976, "iteration": 265539, "loss_fcos_cls": 0.17311906817485578, "loss_fcos_ctr": 0.6112284082919359, "loss_fcos_loc": 0.15089461347088218, "loss_mask": 0.23596057575196028, "loss_maskiou": 0.004111439924599836, "loss_sem_seg": 0.1779725761152804, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8937559326056004, "mask_rcnn/false_negative": 0.08209307658487869, "mask_rcnn/false_positive": 0.13953969179289694, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 24.75, "time": 0.7003385983407497, "total_loss": 1.35021970219168} {"data_time": 0.0105580510571599, "eta_seconds": 3061.449121602811, "iteration": 265559, "loss_fcos_cls": 0.17565738636767492, "loss_fcos_ctr": 0.6139988526701927, "loss_fcos_loc": 0.15042255888693035, "loss_mask": 0.22732072416692972, "loss_maskiou": 0.0038031969816074707, "loss_sem_seg": 0.14540182170458138, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9015693891912853, "mask_rcnn/false_negative": 0.10425660868377193, "mask_rcnn/false_positive": 0.0989666881643744, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.25, "time": 0.6536070052534342, "total_loss": 1.31114213094952} {"data_time": 0.009824409149587154, "eta_seconds": 3048.614124803804, "iteration": 265579, "loss_fcos_cls": 0.15972444671206176, "loss_fcos_ctr": 0.6112162005156279, "loss_fcos_loc": 0.14756345737259835, "loss_mask": 0.22406883910298347, "loss_maskiou": 0.003726514150912408, "loss_sem_seg": 0.1391237648203969, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8945738197876554, "mask_rcnn/false_negative": 0.10134372003290609, "mask_rcnn/false_positive": 0.12229302395974892, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.0, "time": 0.69867860712111, "total_loss": 1.2896395853240392} {"data_time": 0.010256103239953518, "eta_seconds": 3032.7367363069206, "iteration": 265599, "loss_fcos_cls": 0.16437931911787018, "loss_fcos_ctr": 0.6072583319619298, "loss_fcos_loc": 0.14391313050873578, "loss_mask": 0.22230429016053677, "loss_maskiou": 0.0038647108449367806, "loss_sem_seg": 0.17045326810330153, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8928327478532396, "mask_rcnn/false_negative": 0.08227979973889077, "mask_rcnn/false_positive": 0.11778420088441245, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 29.0, "time": 0.6513531720265746, "total_loss": 1.3304249260545475} {"data_time": 0.010717383585870266, "eta_seconds": 3021.7897024620324, "iteration": 265619, "loss_fcos_cls": 0.1769710669759661, "loss_fcos_ctr": 0.6117835370823741, "loss_fcos_loc": 0.1559121099417098, "loss_mask": 0.2413904401473701, "loss_maskiou": 0.004175348760327324, "loss_sem_seg": 0.14993476495146751, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8988353438541409, "mask_rcnn/false_negative": 0.08876708166995734, "mask_rcnn/false_positive": 0.11371027951849622, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.25, "time": 0.7022940311580896, "total_loss": 1.3370616545944358} {"data_time": 0.00970258004963398, "eta_seconds": 3007.99472550489, "iteration": 265639, "loss_fcos_cls": 0.16913752572145313, "loss_fcos_ctr": 0.6146165071986616, "loss_fcos_loc": 0.15801657576230355, "loss_mask": 0.2301679947413504, "loss_maskiou": 0.003565702907508239, "loss_sem_seg": 0.15036841528490186, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8786484906462585, "mask_rcnn/false_negative": 0.08860977982048995, "mask_rcnn/false_positive": 0.15060530619228135, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 25.25, "time": 0.6917072972282767, "total_loss": 1.3452441660265322} {"data_time": 0.009959995746612549, "eta_seconds": 2997.2306285155937, "iteration": 265659, "loss_fcos_cls": 0.16901431675069034, "loss_fcos_ctr": 0.6104607721790671, "loss_fcos_loc": 0.14480105752591044, "loss_mask": 0.2381662055850029, "loss_maskiou": 0.004034616693388671, "loss_sem_seg": 0.155777626670897, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8902481447124304, "mask_rcnn/false_negative": 0.0758778305355339, "mask_rcnn/false_positive": 0.15769030067801693, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 30.25, "time": 0.6990022771060467, "total_loss": 1.3255843378574355} {"data_time": 0.010616632178425789, "eta_seconds": 2984.507199464366, "iteration": 265679, "loss_fcos_cls": 0.17241929739248008, "loss_fcos_ctr": 0.61271405313164, "loss_fcos_loc": 0.15352889159112237, "loss_mask": 0.23111528949812055, "loss_maskiou": 0.0037110073171788827, "loss_sem_seg": 0.17993102967739105, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929444767673151, "mask_rcnn/false_negative": 0.09475510970380274, "mask_rcnn/false_positive": 0.12488216780629156, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.75, "time": 0.7097965376451612, "total_loss": 1.3453183746096329} {"data_time": 0.011473039165139198, "eta_seconds": 2972.7895144829527, "iteration": 265699, "loss_fcos_cls": 0.16829633829183877, "loss_fcos_ctr": 0.6099118269048631, "loss_fcos_loc": 0.1469293516711332, "loss_mask": 0.23775883251801133, "loss_maskiou": 0.003843757847789675, "loss_sem_seg": 0.15141072566621006, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9081851140590584, "mask_rcnn/false_negative": 0.073842894992763, "mask_rcnn/false_positive": 0.10125329838646507, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 28.75, "time": 0.7014046590775251, "total_loss": 1.335304773550888} {"data_time": 0.009826757945120335, "eta_seconds": 2961.46797367651, "iteration": 265719, "loss_fcos_cls": 0.17614920949563384, "loss_fcos_ctr": 0.6106615578755736, "loss_fcos_loc": 0.14493829023558646, "loss_mask": 0.23530574329197407, "loss_maskiou": 0.0035830079068546183, "loss_sem_seg": 0.15489888552110642, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9051138279669273, "mask_rcnn/false_negative": 0.08796833493884462, "mask_rcnn/false_positive": 0.10920400803726901, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 22.75, "time": 0.6992764854803681, "total_loss": 1.3271707349267672} {"data_time": 0.010965913534164429, "eta_seconds": 2944.3549311263487, "iteration": 265739, "loss_fcos_cls": 0.16557279916014522, "loss_fcos_ctr": 0.6132862870581448, "loss_fcos_loc": 0.14444436930352822, "loss_mask": 0.2398000555112958, "loss_maskiou": 0.004054945617099293, "loss_sem_seg": 0.16431220807135105, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8936446057296158, "mask_rcnn/false_negative": 0.08937680191565371, "mask_rcnn/false_positive": 0.11748461734589899, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 36.25, "time": 0.6844803877174854, "total_loss": 1.3298083178742672} {"data_time": 0.010816898196935654, "eta_seconds": 2929.818106134422, "iteration": 265759, "loss_fcos_cls": 0.17170455458108336, "loss_fcos_ctr": 0.6113591794855893, "loss_fcos_loc": 0.15676471451297402, "loss_mask": 0.23594780964776874, "loss_maskiou": 0.003887880164256785, "loss_sem_seg": 0.1697042267769575, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9025513530053482, "mask_rcnn/false_negative": 0.07712030305655623, "mask_rcnn/false_positive": 0.11604701800044301, "roi_head/num_bg_samples": 41.0, "roi_head/num_fg_samples": 23.25, "time": 0.688389340415597, "total_loss": 1.3672224762412952} {"data_time": 0.009734752587974072, "eta_seconds": 2916.478044689633, "iteration": 265779, "loss_fcos_cls": 0.17537964310031384, "loss_fcos_ctr": 0.6120234816335142, "loss_fcos_loc": 0.14891260938020423, "loss_mask": 0.22588012414053082, "loss_maskiou": 0.003544743114616722, "loss_sem_seg": 0.17558662174269557, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9078595724003887, "mask_rcnn/false_negative": 0.06327990523132722, "mask_rcnn/false_positive": 0.11885933787918194, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 24.25, "time": 0.6918118810281157, "total_loss": 1.3379891245858744} {"data_time": 0.009812545962631702, "eta_seconds": 2903.6709486963227, "iteration": 265799, "loss_fcos_cls": 0.16941990732448176, "loss_fcos_ctr": 0.6116607524454594, "loss_fcos_loc": 0.1475123079144396, "loss_mask": 0.23753945203498006, "loss_maskiou": 0.0034603911990416236, "loss_sem_seg": 0.16966337081976235, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018126325205407, "mask_rcnn/false_negative": 0.0960103869272021, "mask_rcnn/false_positive": 0.10989160166381798, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 28.0, "time": 0.7055715685710311, "total_loss": 1.332670226409391} {"data_time": 0.010691178031265736, "eta_seconds": 2889.8472355389968, "iteration": 265819, "loss_fcos_cls": 0.17723178182495758, "loss_fcos_ctr": 0.6131192538887262, "loss_fcos_loc": 0.15076816905639134, "loss_mask": 0.2268526335246861, "loss_maskiou": 0.003950836162402993, "loss_sem_seg": 0.1745986647438258, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9231901223222208, "mask_rcnn/false_negative": 0.06915526066460789, "mask_rcnn/false_positive": 0.08079308801670526, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 19.75, "time": 0.6863072644919157, "total_loss": 1.3477868509144173} {"data_time": 0.009550710208714008, "eta_seconds": 2875.4691353905946, "iteration": 265839, "loss_fcos_cls": 0.17326311639044434, "loss_fcos_ctr": 0.6121161333285272, "loss_fcos_loc": 0.152303630951792, "loss_mask": 0.23093048390001059, "loss_maskiou": 0.0038590730364376213, "loss_sem_seg": 0.13748949556611478, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8940888476602762, "mask_rcnn/false_negative": 0.09845691011915163, "mask_rcnn/false_positive": 0.11243099976246859, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 25.25, "time": 0.6659881630912423, "total_loss": 1.3101539274102834} {"data_time": 0.010572628118097782, "eta_seconds": 2865.227380529046, "iteration": 265859, "loss_fcos_cls": 0.17509052262175828, "loss_fcos_ctr": 0.6162280929274857, "loss_fcos_loc": 0.1612106288666837, "loss_mask": 0.2506223451346159, "loss_maskiou": 0.0042257832992618205, "loss_sem_seg": 0.18181084911338985, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8948687182382835, "mask_rcnn/false_negative": 0.0865904567211269, "mask_rcnn/false_positive": 0.1341806684275437, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 30.0, "time": 0.6986547140404582, "total_loss": 1.3684986268854118} {"data_time": 0.010043290443718433, "eta_seconds": 2847.166483644396, "iteration": 265879, "loss_fcos_cls": 0.17283578403294086, "loss_fcos_ctr": 0.6130021312274039, "loss_fcos_loc": 0.14939487574156374, "loss_mask": 0.23869313672184944, "loss_maskiou": 0.0036410491047718097, "loss_sem_seg": 0.16341991699300706, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8924972517790011, "mask_rcnn/false_negative": 0.10583818012313699, "mask_rcnn/false_positive": 0.11984117258551977, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 34.5, "time": 0.6739698182791471, "total_loss": 1.3175491233087087} {"data_time": 0.011019689030945301, "eta_seconds": 2833.101639532484, "iteration": 265899, "loss_fcos_cls": 0.18479377048788592, "loss_fcos_ctr": 0.6149302828125656, "loss_fcos_loc": 0.16561920754611492, "loss_mask": 0.23288601636886597, "loss_maskiou": 0.004099023281014524, "loss_sem_seg": 0.1706534776603803, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9041076634735528, "mask_rcnn/false_negative": 0.10097638932977221, "mask_rcnn/false_positive": 0.12155365412077593, "roi_head/num_bg_samples": 35.5, "roi_head/num_fg_samples": 24.25, "time": 0.6664099181070924, "total_loss": 1.3939148337594816} {"data_time": 0.010197953321039677, "eta_seconds": 2819.1167280403897, "iteration": 265919, "loss_fcos_cls": 0.16618673340417445, "loss_fcos_ctr": 0.6088739093393087, "loss_fcos_loc": 0.144481843104586, "loss_mask": 0.23399189580231905, "loss_maskiou": 0.0035466876806822256, "loss_sem_seg": 0.16270507965236902, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8958352791917683, "mask_rcnn/false_negative": 0.08051216502646394, "mask_rcnn/false_positive": 0.1284772229434633, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 31.25, "time": 0.6834417665377259, "total_loss": 1.3401712907889305} {"data_time": 0.01039529126137495, "eta_seconds": 2805.300914621912, "iteration": 265939, "loss_fcos_cls": 0.1713263934943825, "loss_fcos_ctr": 0.6145568266510963, "loss_fcos_loc": 0.15854264912195504, "loss_mask": 0.23559002205729485, "loss_maskiou": 0.004123495156818535, "loss_sem_seg": 0.16748736600857228, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914685896821462, "mask_rcnn/false_negative": 0.08621129484269754, "mask_rcnn/false_positive": 0.1332381050220141, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 32.0, "time": 0.6841896073892713, "total_loss": 1.3380169519186893} {"data_time": 0.009959176182746887, "eta_seconds": 2790.3351866165176, "iteration": 265959, "loss_fcos_cls": 0.1675074277445674, "loss_fcos_ctr": 0.6130490889772773, "loss_fcos_loc": 0.15186785999685526, "loss_mask": 0.24780286196619272, "loss_maskiou": 0.004057324269524543, "loss_sem_seg": 0.16082144272513688, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881104227405248, "mask_rcnn/false_negative": 0.08957412603618581, "mask_rcnn/false_positive": 0.13290884903784211, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 23.5, "time": 0.6798912147060037, "total_loss": 1.3416051735621295} {"data_time": 0.011015812866389751, "eta_seconds": 2774.7276347270235, "iteration": 265979, "loss_fcos_cls": 0.1780127399833873, "loss_fcos_ctr": 0.6141991587355733, "loss_fcos_loc": 0.14864267069788184, "loss_mask": 0.22744516422972083, "loss_maskiou": 0.0036999278672738, "loss_sem_seg": 0.16406697104685009, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.908046023860672, "mask_rcnn/false_negative": 0.10151447461146895, "mask_rcnn/false_positive": 0.11910668193305923, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.0, "time": 0.6983836758881807, "total_loss": 1.3608653170304024} {"data_time": 0.010208862833678722, "eta_seconds": 2760.508978066966, "iteration": 265999, "loss_fcos_cls": 0.1763087974395603, "loss_fcos_ctr": 0.6108012846671045, "loss_fcos_loc": 0.1575145274764509, "loss_mask": 0.23046181164681911, "loss_maskiou": 0.0037488956113520544, "loss_sem_seg": 0.167228564620018, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9034322311013958, "mask_rcnn/false_negative": 0.09132715690764523, "mask_rcnn/false_positive": 0.1141863563052542, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 31.75, "time": 0.6992274960502982, "total_loss": 1.356502250462654} {"data_time": 0.009557804092764854, "eta_seconds": 2746.7098829504102, "iteration": 266019, "loss_fcos_cls": 0.1742450144374743, "loss_fcos_ctr": 0.6129207997582853, "loss_fcos_loc": 0.15117550117429346, "loss_mask": 0.23669065907597542, "loss_maskiou": 0.004251455542544136, "loss_sem_seg": 0.17059230711311102, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.904595171401894, "mask_rcnn/false_negative": 0.09414694641492781, "mask_rcnn/false_positive": 0.10633365136295458, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 25.75, "time": 0.7020781096071005, "total_loss": 1.3514340509118483} {"data_time": 0.010748229920864105, "eta_seconds": 2732.2433943692595, "iteration": 266039, "loss_fcos_cls": 0.18158553558168933, "loss_fcos_ctr": 0.6125776441767812, "loss_fcos_loc": 0.14890878376900218, "loss_mask": 0.23491315450519323, "loss_maskiou": 0.003954074290959397, "loss_sem_seg": 0.16407834831625223, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9142296876408884, "mask_rcnn/false_negative": 0.07564551647620618, "mask_rcnn/false_positive": 0.08324165444104945, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 22.25, "time": 0.6957106664776802, "total_loss": 1.318039467685594} {"data_time": 0.010182743892073631, "eta_seconds": 2717.8419378101826, "iteration": 266059, "loss_fcos_cls": 0.1849798831390217, "loss_fcos_ctr": 0.610916793346405, "loss_fcos_loc": 0.1522540360747371, "loss_mask": 0.23314263671636581, "loss_maskiou": 0.003609065868658945, "loss_sem_seg": 0.16858186956960708, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018110600846139, "mask_rcnn/false_negative": 0.08098718250909777, "mask_rcnn/false_positive": 0.12340587458681215, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 24.0, "time": 0.6895755026489496, "total_loss": 1.368116320212721} {"data_time": 0.011597920209169388, "eta_seconds": 2703.8566219881177, "iteration": 266079, "loss_fcos_cls": 0.17956608440726995, "loss_fcos_ctr": 0.6127816254738718, "loss_fcos_loc": 0.1567668548086658, "loss_mask": 0.24865115527063608, "loss_maskiou": 0.00462365297426004, "loss_sem_seg": 0.16457054566126317, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923092102694736, "mask_rcnn/false_negative": 0.09618837892751075, "mask_rcnn/false_positive": 0.1429630506403473, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 27.5, "time": 0.707757611759007, "total_loss": 1.3674847253787448} {"data_time": 0.01136687584221363, "eta_seconds": 2691.5998791838065, "iteration": 266099, "loss_fcos_cls": 0.17621117451926693, "loss_fcos_ctr": 0.6130100339651108, "loss_fcos_loc": 0.14526649145409465, "loss_mask": 0.23252654075622559, "loss_maskiou": 0.004476594378502341, "loss_sem_seg": 0.16652965918183327, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8983930560528305, "mask_rcnn/false_negative": 0.09240457220407464, "mask_rcnn/false_positive": 0.12074421899576322, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 27.75, "time": 0.7142611257731915, "total_loss": 1.3606866451264068} {"data_time": 0.010254835709929466, "eta_seconds": 2678.5542061384767, "iteration": 266119, "loss_fcos_cls": 0.1728334812214598, "loss_fcos_ctr": 0.6138079748488963, "loss_fcos_loc": 0.15243715606629848, "loss_mask": 0.23931277729570866, "loss_maskiou": 0.0036783544110221555, "loss_sem_seg": 0.15198847465217113, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9125571013289037, "mask_rcnn/false_negative": 0.07151250809032977, "mask_rcnn/false_positive": 0.10603443667543352, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 23.5, "time": 0.693093940615654, "total_loss": 1.3203636945281687} {"data_time": 0.010880021378397942, "eta_seconds": 2663.264767901972, "iteration": 266139, "loss_fcos_cls": 0.1755435587838292, "loss_fcos_ctr": 0.6124120159074664, "loss_fcos_loc": 0.1446604096563533, "loss_mask": 0.22390662785619497, "loss_maskiou": 0.0039894389192340896, "loss_sem_seg": 0.18240606028120965, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8907800173846159, "mask_rcnn/false_negative": 0.08364357196529598, "mask_rcnn/false_positive": 0.09307841393323094, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 29.25, "time": 0.6696287980303168, "total_loss": 1.3390495444564294} {"data_time": 0.010389700531959534, "eta_seconds": 2651.17767908331, "iteration": 266159, "loss_fcos_cls": 0.17536728287814185, "loss_fcos_ctr": 0.6121484800241888, "loss_fcos_loc": 0.14933149894932285, "loss_mask": 0.22887575533241034, "loss_maskiou": 0.0035480629921949003, "loss_sem_seg": 0.13838339922949672, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889747204732957, "mask_rcnn/false_negative": 0.09827919574584551, "mask_rcnn/false_positive": 0.12495033624937527, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.75, "time": 0.7043496742844582, "total_loss": 1.3116700501723244} {"data_time": 0.01033396739512682, "eta_seconds": 2635.086030036211, "iteration": 266179, "loss_fcos_cls": 0.1723169811302796, "loss_fcos_ctr": 0.6117435311898589, "loss_fcos_loc": 0.15362311573699117, "loss_mask": 0.2403788985684514, "loss_maskiou": 0.004047432565130293, "loss_sem_seg": 0.15450605424121022, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875999381877875, "mask_rcnn/false_negative": 0.08765848158992892, "mask_rcnn/false_positive": 0.1194201558970401, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 25.5, "time": 0.6695582382380962, "total_loss": 1.320835135424204} {"data_time": 0.010991000570356846, "eta_seconds": 2622.9146330757067, "iteration": 266199, "loss_fcos_cls": 0.17760311195161194, "loss_fcos_ctr": 0.6120724694337696, "loss_fcos_loc": 0.14686112035997212, "loss_mask": 0.23159427382051945, "loss_maskiou": 0.004442638375621755, "loss_sem_seg": 0.14186820411123335, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891211919550428, "mask_rcnn/false_negative": 0.09626179379215477, "mask_rcnn/false_positive": 0.10646382333198345, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 25.5, "time": 0.6992190582677722, "total_loss": 1.343066759967769} {"data_time": 0.01017062645405531, "eta_seconds": 2608.802651421167, "iteration": 266219, "loss_fcos_cls": 0.16927301965188235, "loss_fcos_ctr": 0.6130725140683353, "loss_fcos_loc": 0.1469678811263293, "loss_mask": 0.2311790867242962, "loss_maskiou": 0.0033793356160458643, "loss_sem_seg": 0.16750713484361768, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8820032274273346, "mask_rcnn/false_negative": 0.11696774175486474, "mask_rcnn/false_positive": 0.13986565061859718, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 21.25, "time": 0.6915057310834527, "total_loss": 1.3248634218689403} {"data_time": 0.010478091426193714, "eta_seconds": 2595.003113460727, "iteration": 266239, "loss_fcos_cls": 0.1700147571391426, "loss_fcos_ctr": 0.6111686914227903, "loss_fcos_loc": 0.1480306260054931, "loss_mask": 0.24044221127405763, "loss_maskiou": 0.0038366269873222336, "loss_sem_seg": 0.1479592388495803, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867859876942389, "mask_rcnn/false_negative": 0.08248435970670885, "mask_rcnn/false_positive": 0.14083459283202288, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 24.5, "time": 0.7023835713043809, "total_loss": 1.3360005478971289} {"data_time": 0.009856813587248325, "eta_seconds": 2581.735409516841, "iteration": 266259, "loss_fcos_cls": 0.17059793166117743, "loss_fcos_ctr": 0.6100106118246913, "loss_fcos_loc": 0.1464397932868451, "loss_mask": 0.23454645462334156, "loss_maskiou": 0.0038571309560211375, "loss_sem_seg": 0.1672867238521576, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9017657844387755, "mask_rcnn/false_negative": 0.07575621766710644, "mask_rcnn/false_positive": 0.12392223565230058, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.5, "time": 0.678534522652626, "total_loss": 1.3383949497365393} {"data_time": 0.009194175712764263, "eta_seconds": 2568.3499463340268, "iteration": 266279, "loss_fcos_cls": 0.16901236912235618, "loss_fcos_ctr": 0.6124523058533669, "loss_fcos_loc": 0.14619450250756927, "loss_mask": 0.2370970817282796, "loss_maskiou": 0.00398246431723237, "loss_sem_seg": 0.16812889114953578, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932762241557834, "mask_rcnn/false_negative": 0.0736458482403737, "mask_rcnn/false_positive": 0.1257893030756504, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 23.0, "time": 0.6853302270174026, "total_loss": 1.3247190630645491} {"data_time": 0.0106884203851223, "eta_seconds": 2555.6493387613446, "iteration": 266299, "loss_fcos_cls": 0.17053263724665157, "loss_fcos_ctr": 0.6129161715507507, "loss_fcos_loc": 0.1513196235173382, "loss_mask": 0.2456533652730286, "loss_maskiou": 0.004179670137091307, "loss_sem_seg": 0.14217203832231462, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901883488587072, "mask_rcnn/false_negative": 0.08621589353559819, "mask_rcnn/false_positive": 0.1386859188516176, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.75, "time": 0.7157657882198691, "total_loss": 1.3409441705371137} {"data_time": 0.010203860700130463, "eta_seconds": 2543.714979588054, "iteration": 266319, "loss_fcos_cls": 0.17103404004592448, "loss_fcos_ctr": 0.6116691203787923, "loss_fcos_loc": 0.15151189785683528, "loss_mask": 0.2359828921034932, "loss_maskiou": 0.0036928672416252084, "loss_sem_seg": 0.16776801412925124, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8873720943428345, "mask_rcnn/false_negative": 0.09607563450113041, "mask_rcnn/false_positive": 0.12898415272265634, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 40.0, "time": 0.7100365655496716, "total_loss": 1.3516497087948665} {"data_time": 0.009923986159265041, "eta_seconds": 2531.57915661484, "iteration": 266339, "loss_fcos_cls": 0.1853790016612038, "loss_fcos_ctr": 0.6122612277977169, "loss_fcos_loc": 0.15764372679404914, "loss_mask": 0.2453346373513341, "loss_maskiou": 0.004280082954210229, "loss_sem_seg": 0.14954266406130046, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9008847335460239, "mask_rcnn/false_negative": 0.09713853671784797, "mask_rcnn/false_positive": 0.12146985690973866, "roi_head/num_bg_samples": 38.0, "roi_head/num_fg_samples": 23.75, "time": 0.6999793909490108, "total_loss": 1.3613738972544525} {"data_time": 0.010459711775183678, "eta_seconds": 2515.756544725038, "iteration": 266359, "loss_fcos_cls": 0.17378897266462445, "loss_fcos_ctr": 0.6136493226513267, "loss_fcos_loc": 0.15459885634481907, "loss_mask": 0.23828002531081438, "loss_maskiou": 0.003972951468313113, "loss_sem_seg": 0.1481453340384178, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8839557678081893, "mask_rcnn/false_negative": 0.08749891462351363, "mask_rcnn/false_positive": 0.11042331915314951, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 32.5, "time": 0.6735765654593706, "total_loss": 1.3384523516651825} {"data_time": 0.010081041604280472, "eta_seconds": 2503.9191822186112, "iteration": 266379, "loss_fcos_cls": 0.17238178331172094, "loss_fcos_ctr": 0.6129364715889096, "loss_fcos_loc": 0.1563547629630193, "loss_mask": 0.2481474131345749, "loss_maskiou": 0.0037962578899168875, "loss_sem_seg": 0.164483733009547, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8841195288654603, "mask_rcnn/false_negative": 0.11271564525385, "mask_rcnn/false_positive": 0.11193693607203942, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 33.5, "time": 0.7087767850607634, "total_loss": 1.3632132172133424} {"data_time": 0.010078688152134418, "eta_seconds": 2491.6098900353536, "iteration": 266399, "loss_fcos_cls": 0.16854393994435668, "loss_fcos_ctr": 0.6115218065679073, "loss_fcos_loc": 0.14618926297407597, "loss_mask": 0.23285599704831839, "loss_maskiou": 0.003867396650093724, "loss_sem_seg": 0.1522642746567726, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9119648995962022, "mask_rcnn/false_negative": 0.08059419760185943, "mask_rcnn/false_positive": 0.1004207135258777, "roi_head/num_bg_samples": 35.75, "roi_head/num_fg_samples": 22.0, "time": 0.6877814177423716, "total_loss": 1.3225790324868285} {"data_time": 0.010069497860968113, "eta_seconds": 2477.6091992398724, "iteration": 266419, "loss_fcos_cls": 0.18411300203297287, "loss_fcos_ctr": 0.6147374724969268, "loss_fcos_loc": 0.1613959678215906, "loss_mask": 0.23289000010117888, "loss_maskiou": 0.003832483693258837, "loss_sem_seg": 0.16679371299687773, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9081214049326294, "mask_rcnn/false_negative": 0.06495173731021932, "mask_rcnn/false_positive": 0.10499144569064116, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 32.75, "time": 0.6905052214860916, "total_loss": 1.3629721104953205} {"data_time": 0.009498403407633305, "eta_seconds": 2463.9330237200484, "iteration": 266439, "loss_fcos_cls": 0.17588809359585866, "loss_fcos_ctr": 0.612827421631664, "loss_fcos_loc": 0.15470432996517047, "loss_mask": 0.2243079338222742, "loss_maskiou": 0.0037803261184308212, "loss_sem_seg": 0.15793795534409583, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883426097711812, "mask_rcnn/false_negative": 0.09236004360945878, "mask_rcnn/false_positive": 0.1309543133180462, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.75, "time": 0.6960911136120558, "total_loss": 1.3488800393170095} {"data_time": 0.010768295265734196, "eta_seconds": 2445.7083571515977, "iteration": 266459, "loss_fcos_cls": 0.15885870810598135, "loss_fcos_ctr": 0.6078922487795353, "loss_fcos_loc": 0.1479380460223183, "loss_mask": 0.22571187792345881, "loss_maskiou": 0.0035343356139492244, "loss_sem_seg": 0.1648908625356853, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929984493797519, "mask_rcnn/false_negative": 0.09003162515102914, "mask_rcnn/false_positive": 0.13218449584238756, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.5, "time": 0.665466551668942, "total_loss": 1.3033881400924656} {"data_time": 0.01088628452271223, "eta_seconds": 2432.503134687431, "iteration": 266479, "loss_fcos_cls": 0.17352834067423828, "loss_fcos_ctr": 0.6159620955586433, "loss_fcos_loc": 0.15998514066450298, "loss_mask": 0.23606067430227995, "loss_maskiou": 0.003653056061011739, "loss_sem_seg": 0.16858302894979715, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8952515557212231, "mask_rcnn/false_negative": 0.09727723124318476, "mask_rcnn/false_positive": 0.10890341836519049, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 28.75, "time": 0.6913971807807684, "total_loss": 1.3591581227383358} {"data_time": 0.011132247745990753, "eta_seconds": 2419.0232527004555, "iteration": 266499, "loss_fcos_cls": 0.16861062753014266, "loss_fcos_ctr": 0.6136530116200447, "loss_fcos_loc": 0.15147359855473042, "loss_mask": 0.22799661522731185, "loss_maskiou": 0.0038488893042085692, "loss_sem_seg": 0.15994682535529137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9053753974415852, "mask_rcnn/false_negative": 0.07999010005293941, "mask_rcnn/false_positive": 0.11714564133773836, "roi_head/num_bg_samples": 40.75, "roi_head/num_fg_samples": 25.5, "time": 0.7057623052969575, "total_loss": 1.3325566582389001} {"data_time": 0.01023236382752657, "eta_seconds": 2405.705219444819, "iteration": 266519, "loss_fcos_cls": 0.1828095749951899, "loss_fcos_ctr": 0.6141072772443295, "loss_fcos_loc": 0.16183322037977632, "loss_mask": 0.23890556208789349, "loss_maskiou": 0.004028367176942993, "loss_sem_seg": 0.16143681248649955, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992735085607276, "mask_rcnn/false_negative": 0.09509544409989416, "mask_rcnn/false_positive": 0.10884043167060126, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 34.25, "time": 0.7038828581571579, "total_loss": 1.3608045323344413} {"data_time": 0.010306187905371189, "eta_seconds": 2391.20285577327, "iteration": 266539, "loss_fcos_cls": 0.17933853960130364, "loss_fcos_ctr": 0.6132083628326654, "loss_fcos_loc": 0.15266967029310763, "loss_mask": 0.23420223873108625, "loss_maskiou": 0.0038485083205159754, "loss_sem_seg": 0.16168504545930773, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8986293670010377, "mask_rcnn/false_negative": 0.0835192142360825, "mask_rcnn/false_positive": 0.12905831028169712, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.75, "time": 0.6781933978199959, "total_loss": 1.3333391816049698} {"data_time": 0.010765851475298405, "eta_seconds": 2380.9243479967117, "iteration": 266559, "loss_fcos_cls": 0.17351191031048074, "loss_fcos_ctr": 0.6106429975479841, "loss_fcos_loc": 0.14739621919579804, "loss_mask": 0.23870694357901812, "loss_maskiou": 0.0039179326631710865, "loss_sem_seg": 0.16855379613116384, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9161551838780625, "mask_rcnn/false_negative": 0.0789358829814587, "mask_rcnn/false_positive": 0.10046078764535055, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 24.75, "time": 0.6989991078153253, "total_loss": 1.3568223921683966} {"data_time": 0.010175716131925583, "eta_seconds": 2366.9089836915955, "iteration": 266579, "loss_fcos_cls": 0.17179857462178916, "loss_fcos_ctr": 0.6104276305995882, "loss_fcos_loc": 0.13563077943399549, "loss_mask": 0.2260727398097515, "loss_maskiou": 0.0037939070352877025, "loss_sem_seg": 0.1649995008483529, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9105715202747766, "mask_rcnn/false_negative": 0.08081618742062595, "mask_rcnn/false_positive": 0.10787566300216703, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 25.0, "time": 0.6856558043509722, "total_loss": 1.3198478748163325} {"data_time": 0.010307293385267258, "eta_seconds": 2355.57430456765, "iteration": 266599, "loss_fcos_cls": 0.18541067908518016, "loss_fcos_ctr": 0.6147222490981221, "loss_fcos_loc": 0.15769233388709836, "loss_mask": 0.23406581953167915, "loss_maskiou": 0.004010658652987331, "loss_sem_seg": 0.16565567953512073, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.905707094158418, "mask_rcnn/false_negative": 0.07395264265524132, "mask_rcnn/false_positive": 0.10568439993802019, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 25.25, "time": 0.7063763467594981, "total_loss": 1.360441882556188} {"data_time": 0.010431434027850628, "eta_seconds": 2341.722059318796, "iteration": 266619, "loss_fcos_cls": 0.17610150191467255, "loss_fcos_ctr": 0.6134514221921563, "loss_fcos_loc": 0.15982477192301303, "loss_mask": 0.2274422044865787, "loss_maskiou": 0.0035104236485494766, "loss_sem_seg": 0.16962716809939593, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8941065488695479, "mask_rcnn/false_negative": 0.08933602301933688, "mask_rcnn/false_positive": 0.11784963265905735, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 34.0, "time": 0.7045593243092299, "total_loss": 1.3515975285772583} {"data_time": 0.010739877820014954, "eta_seconds": 2327.0120239956304, "iteration": 266639, "loss_fcos_cls": 0.17752160667441785, "loss_fcos_ctr": 0.6133531201630831, "loss_fcos_loc": 0.15396413614507765, "loss_mask": 0.23036959720775485, "loss_maskiou": 0.0037474490018212236, "loss_sem_seg": 0.15750369208399206, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8961160714285714, "mask_rcnn/false_negative": 0.07130280144220602, "mask_rcnn/false_positive": 0.1274637822477852, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.75, "time": 0.681469758041203, "total_loss": 1.3361954983411124} {"data_time": 0.010933225974440575, "eta_seconds": 2308.951777697541, "iteration": 266659, "loss_fcos_cls": 0.17137813942099456, "loss_fcos_ctr": 0.6128306379541755, "loss_fcos_loc": 0.1544752159388736, "loss_mask": 0.24667837750166655, "loss_maskiou": 0.004333979151851963, "loss_sem_seg": 0.1639329467434436, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9011415084076277, "mask_rcnn/false_negative": 0.09490748099789575, "mask_rcnn/false_positive": 0.09871170616367435, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 26.0, "time": 0.6623311843723059, "total_loss": 1.354785785556487} {"data_time": 0.009930872358381748, "eta_seconds": 2294.651877240278, "iteration": 266679, "loss_fcos_cls": 0.1776003818376921, "loss_fcos_ctr": 0.6117660133168101, "loss_fcos_loc": 0.1516135361744091, "loss_mask": 0.22565416200086474, "loss_maskiou": 0.004082998546437011, "loss_sem_seg": 0.1591182895936072, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8852208190968696, "mask_rcnn/false_negative": 0.0864899953298675, "mask_rcnn/false_positive": 0.1349826981083933, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 20.5, "time": 0.6882954249158502, "total_loss": 1.331607677435386} {"data_time": 0.009754226543009281, "eta_seconds": 2279.7597003038973, "iteration": 266699, "loss_fcos_cls": 0.1695950422435999, "loss_fcos_ctr": 0.6114818481728435, "loss_fcos_loc": 0.15215235040523112, "loss_mask": 0.23143608774989843, "loss_maskiou": 0.004329444338509347, "loss_sem_seg": 0.1443026481429115, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929647516901498, "mask_rcnn/false_negative": 0.09895320762846041, "mask_rcnn/false_positive": 0.09922438185512059, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 21.25, "time": 0.6721424944698811, "total_loss": 1.3225060317927273} {"data_time": 0.010404149070382118, "eta_seconds": 2264.8845606101677, "iteration": 266719, "loss_fcos_cls": 0.17243829369544983, "loss_fcos_ctr": 0.6127819446846843, "loss_fcos_loc": 0.15140646710642613, "loss_mask": 0.22540910448879004, "loss_maskiou": 0.0043594621602096595, "loss_sem_seg": 0.14291045744903386, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977621719473314, "mask_rcnn/false_negative": 0.09352783256377156, "mask_rcnn/false_positive": 0.11150135605381414, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 19.0, "time": 0.6870755208656192, "total_loss": 1.3294739621669578} {"data_time": 0.009657368995249271, "eta_seconds": 2250.843637461774, "iteration": 266739, "loss_fcos_cls": 0.1625682443846017, "loss_fcos_ctr": 0.6124725705012679, "loss_fcos_loc": 0.15180661133490503, "loss_mask": 0.228610145393759, "loss_maskiou": 0.0036589325645763893, "loss_sem_seg": 0.15001775370910764, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8797452661660636, "mask_rcnn/false_negative": 0.1126244633980792, "mask_rcnn/false_positive": 0.11703905858586228, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 25.5, "time": 0.6683492735028267, "total_loss": 1.296075396159722} {"data_time": 0.01086029689759016, "eta_seconds": 2237.235064504668, "iteration": 266759, "loss_fcos_cls": 0.17738569830544293, "loss_fcos_ctr": 0.6125497510656714, "loss_fcos_loc": 0.1539130136370659, "loss_mask": 0.2363565438427031, "loss_maskiou": 0.004140279663261026, "loss_sem_seg": 0.161344641353935, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.88523983789842, "mask_rcnn/false_negative": 0.09896399746207578, "mask_rcnn/false_positive": 0.129683494056207, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 28.0, "time": 0.6810756651684642, "total_loss": 1.3213735896424623} {"data_time": 0.009526213631033897, "eta_seconds": 2222.415588528849, "iteration": 266779, "loss_fcos_cls": 0.1740122385090217, "loss_fcos_ctr": 0.6107380809262395, "loss_fcos_loc": 0.14969683741219342, "loss_mask": 0.24128617718815804, "loss_maskiou": 0.004083205869392259, "loss_sem_seg": 0.15860400954261422, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8804510363054667, "mask_rcnn/false_negative": 0.08832930093577204, "mask_rcnn/false_positive": 0.13121339291342757, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.25, "time": 0.6755971340462565, "total_loss": 1.3570691010099836} {"data_time": 0.009792099706828594, "eta_seconds": 2204.9485784377903, "iteration": 266799, "loss_fcos_cls": 0.17772111762315035, "loss_fcos_ctr": 0.611204051412642, "loss_fcos_loc": 0.146851371624507, "loss_mask": 0.2364035681821406, "loss_maskiou": 0.003637746940512443, "loss_sem_seg": 0.1563022929476574, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8854204628279884, "mask_rcnn/false_negative": 0.09068283734044721, "mask_rcnn/false_positive": 0.13899477005804428, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 26.75, "time": 0.6816151263192296, "total_loss": 1.3457659698797215} {"data_time": 0.010627545416355133, "eta_seconds": 2191.171955017373, "iteration": 266819, "loss_fcos_cls": 0.1711124663706869, "loss_fcos_ctr": 0.6138326013460755, "loss_fcos_loc": 0.15488995224586688, "loss_mask": 0.24010415747761726, "loss_maskiou": 0.004413960665260674, "loss_sem_seg": 0.1539863843936473, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8975654019997261, "mask_rcnn/false_negative": 0.09493984660174483, "mask_rcnn/false_positive": 0.10957761088657864, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 34.5, "time": 0.6854928424581885, "total_loss": 1.340330724233354} {"data_time": 0.010696927085518837, "eta_seconds": 2179.7481638733298, "iteration": 266839, "loss_fcos_cls": 0.1765624702675268, "loss_fcos_ctr": 0.609644090756774, "loss_fcos_loc": 0.14977148780599236, "loss_mask": 0.2351769981905818, "loss_maskiou": 0.00399841001490131, "loss_sem_seg": 0.16008582711219788, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9059859604238554, "mask_rcnn/false_negative": 0.08703065406819196, "mask_rcnn/false_positive": 0.09878765586376823, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 29.5, "time": 0.6941007301211357, "total_loss": 1.3201552766622626} {"data_time": 0.00947757251560688, "eta_seconds": 2163.6187081765383, "iteration": 266859, "loss_fcos_cls": 0.17269416514318436, "loss_fcos_ctr": 0.6114022564142942, "loss_fcos_loc": 0.1548299517016858, "loss_mask": 0.23953789938241243, "loss_maskiou": 0.003916307637155114, "loss_sem_seg": 0.1588378674350679, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970544450656975, "mask_rcnn/false_negative": 0.10212478242514186, "mask_rcnn/false_positive": 0.10353055894901647, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 24.25, "time": 0.6943200016394258, "total_loss": 1.3438337850675453} {"data_time": 0.010415601544082165, "eta_seconds": 2153.266790309921, "iteration": 266879, "loss_fcos_cls": 0.1717523822444491, "loss_fcos_ctr": 0.6135994410142303, "loss_fcos_loc": 0.1539649887708947, "loss_mask": 0.22569226985797286, "loss_maskiou": 0.0038520053276442923, "loss_sem_seg": 0.15458819991908967, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8888960411816602, "mask_rcnn/false_negative": 0.09035737479178295, "mask_rcnn/false_positive": 0.1504893329644278, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.25, "time": 0.7046706490218639, "total_loss": 1.3226281842726166} {"data_time": 0.010640330612659454, "eta_seconds": 2141.331694001332, "iteration": 266899, "loss_fcos_cls": 0.17882072710199282, "loss_fcos_ctr": 0.615056823939085, "loss_fcos_loc": 0.16485631081741303, "loss_mask": 0.24148644041270018, "loss_maskiou": 0.0040597796187284985, "loss_sem_seg": 0.1519201670307666, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8835347557015463, "mask_rcnn/false_negative": 0.09492517716881557, "mask_rcnn/false_positive": 0.13018186568133122, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.0, "time": 0.7080816626548767, "total_loss": 1.3615693877763988} {"data_time": 0.010767604224383831, "eta_seconds": 2127.4110326031223, "iteration": 266919, "loss_fcos_cls": 0.18194061296526343, "loss_fcos_ctr": 0.6155111733824015, "loss_fcos_loc": 0.1682114079594612, "loss_mask": 0.24758309219032526, "loss_maskiou": 0.004093643088708632, "loss_sem_seg": 0.1546991525683552, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891640461215933, "mask_rcnn/false_negative": 0.09802408281933857, "mask_rcnn/false_positive": 0.1227723054371101, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 23.75, "time": 0.6804370721802115, "total_loss": 1.366555867738498} {"data_time": 0.008691363967955112, "eta_seconds": 2113.8986861631274, "iteration": 266939, "loss_fcos_cls": 0.1763568699825555, "loss_fcos_ctr": 0.6129733738489449, "loss_fcos_loc": 0.15586817305302247, "loss_mask": 0.23338644299656153, "loss_maskiou": 0.003856704768622876, "loss_sem_seg": 0.14967546542175114, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8912203770397048, "mask_rcnn/false_negative": 0.09424802890402903, "mask_rcnn/false_positive": 0.13231186609038267, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 21.5, "time": 0.6938515873625875, "total_loss": 1.3486122133599565} {"data_time": 0.010365158319473267, "eta_seconds": 2100.615138521418, "iteration": 266959, "loss_fcos_cls": 0.17779505578801036, "loss_fcos_ctr": 0.6147838374599814, "loss_fcos_loc": 0.15880236867815256, "loss_mask": 0.23735872190445662, "loss_maskiou": 0.00431415098864818, "loss_sem_seg": 0.16584795556263998, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8915812854179785, "mask_rcnn/false_negative": 0.105874284029254, "mask_rcnn/false_positive": 0.12176716443588692, "roi_head/num_bg_samples": 38.75, "roi_head/num_fg_samples": 28.75, "time": 0.6907067513093352, "total_loss": 1.3622985137662909} {"data_time": 0.009625851176679134, "eta_seconds": 2086.7998465877026, "iteration": 266979, "loss_fcos_cls": 0.17774798074970022, "loss_fcos_ctr": 0.6130071319639683, "loss_fcos_loc": 0.15544856499764137, "loss_mask": 0.24372465023770928, "loss_maskiou": 0.0035415413076407276, "loss_sem_seg": 0.16243795026093721, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8916253691828753, "mask_rcnn/false_negative": 0.10647863664366128, "mask_rcnn/false_positive": 0.12129895886656855, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 28.0, "time": 0.6911290073767304, "total_loss": 1.363871309797105} {"data_time": 0.010244686156511307, "eta_seconds": 2072.4632333144546, "iteration": 266999, "loss_fcos_cls": 0.18481251795310527, "loss_fcos_ctr": 0.6131397346034646, "loss_fcos_loc": 0.15614035609178245, "loss_mask": 0.242852377705276, "loss_maskiou": 0.004263102749973768, "loss_sem_seg": 0.1565100068692118, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8860700134484174, "mask_rcnn/false_negative": 0.11041532546305892, "mask_rcnn/false_positive": 0.12996324785463131, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 28.5, "time": 0.6855722116306424, "total_loss": 1.3490092803331208} {"data_time": 0.010191370733082294, "eta_seconds": 2060.297320577316, "iteration": 267019, "loss_fcos_cls": 0.17369650746695697, "loss_fcos_ctr": 0.6122947670519352, "loss_fcos_loc": 0.15501868847059086, "loss_mask": 0.24096817383542657, "loss_maskiou": 0.004386029118904844, "loss_sem_seg": 0.18067801371216774, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.89307156052076, "mask_rcnn/false_negative": 0.09607418815174185, "mask_rcnn/false_positive": 0.11877751107063737, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.25, "time": 0.7172971498221159, "total_loss": 1.3412591490450723} {"data_time": 0.010190182365477085, "eta_seconds": 2049.3765685195103, "iteration": 267039, "loss_fcos_cls": 0.16846645169425756, "loss_fcos_ctr": 0.6127146938815713, "loss_fcos_loc": 0.15529914014041424, "loss_mask": 0.23560129571706057, "loss_maskiou": 0.0038354053540388122, "loss_sem_seg": 0.15271282009780407, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9079583580617988, "mask_rcnn/false_negative": 0.07014119341692092, "mask_rcnn/false_positive": 0.12034446262222276, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 27.25, "time": 0.7016648901626468, "total_loss": 1.336000449693529} {"data_time": 0.01039339229464531, "eta_seconds": 2036.454178372398, "iteration": 267059, "loss_fcos_cls": 0.16555575095117092, "loss_fcos_ctr": 0.6124897934496403, "loss_fcos_loc": 0.14401961490511894, "loss_mask": 0.23412714432924986, "loss_maskiou": 0.0036167111502436455, "loss_sem_seg": 0.1547295426717028, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8874385569274732, "mask_rcnn/false_negative": 0.09588631961334326, "mask_rcnn/false_positive": 0.12174678253999832, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 32.0, "time": 0.6818910669535398, "total_loss": 1.316997395711951} {"data_time": 0.010362772271037102, "eta_seconds": 2021.6916435817257, "iteration": 267079, "loss_fcos_cls": 0.1708976126392372, "loss_fcos_ctr": 0.611711535602808, "loss_fcos_loc": 0.1505685817101039, "loss_mask": 0.21974377939477563, "loss_maskiou": 0.0033121442602350726, "loss_sem_seg": 0.15994074032641947, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8906694112188904, "mask_rcnn/false_negative": 0.0959235489103604, "mask_rcnn/false_positive": 0.1109408217859875, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 25.5, "time": 0.6848225016146898, "total_loss": 1.3249479230908037} {"data_time": 0.010892883874475956, "eta_seconds": 2006.9328796081245, "iteration": 267099, "loss_fcos_cls": 0.16897354912362061, "loss_fcos_ctr": 0.6110982773825526, "loss_fcos_loc": 0.14777575829066336, "loss_mask": 0.23169985739514232, "loss_maskiou": 0.0038514203115482815, "loss_sem_seg": 0.16047688014805317, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8934634190214548, "mask_rcnn/false_negative": 0.09358718554806256, "mask_rcnn/false_positive": 0.13503941320128598, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 25.5, "time": 0.689394318498671, "total_loss": 1.3319687890761998} {"data_time": 0.009565486572682858, "eta_seconds": 1996.0275526205078, "iteration": 267119, "loss_fcos_cls": 0.17129245272371918, "loss_fcos_ctr": 0.6142610507085919, "loss_fcos_loc": 0.15316540421918035, "loss_mask": 0.23182351235300303, "loss_maskiou": 0.0036925765343767125, "loss_sem_seg": 0.15543045499362051, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8976669479161173, "mask_rcnn/false_negative": 0.08562613600301516, "mask_rcnn/false_positive": 0.1269326739557586, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.25, "time": 0.7164075123146176, "total_loss": 1.326997693406156} {"data_time": 0.009900323115289211, "eta_seconds": 1984.794224748388, "iteration": 267139, "loss_fcos_cls": 0.16659902525134385, "loss_fcos_ctr": 0.6105516720563173, "loss_fcos_loc": 0.15723422588780522, "loss_mask": 0.23745253309607506, "loss_maskiou": 0.0043869272485608235, "loss_sem_seg": 0.17219194513745606, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9000134701859883, "mask_rcnn/false_negative": 0.0806814528748095, "mask_rcnn/false_positive": 0.12294824091032625, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.5, "time": 0.6980100674554706, "total_loss": 1.3641759626493695} {"data_time": 0.009930183179676533, "eta_seconds": 1969.6355851516128, "iteration": 267159, "loss_fcos_cls": 0.1674128845334053, "loss_fcos_ctr": 0.6139706755056977, "loss_fcos_loc": 0.15632870560511947, "loss_mask": 0.23974941903725266, "loss_maskiou": 0.0038157105882419273, "loss_sem_seg": 0.14591859583742917, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914816102002598, "mask_rcnn/false_negative": 0.09843741164322024, "mask_rcnn/false_positive": 0.1480199856435403, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.75, "time": 0.7067619077861309, "total_loss": 1.3325862180790864} {"data_time": 0.010390420444309711, "eta_seconds": 1957.9567579068244, "iteration": 267179, "loss_fcos_cls": 0.1645589063409716, "loss_fcos_ctr": 0.6122028743848205, "loss_fcos_loc": 0.15237252454971895, "loss_mask": 0.231732138665393, "loss_maskiou": 0.003574886042770231, "loss_sem_seg": 0.1764598161680624, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8931542646298285, "mask_rcnn/false_negative": 0.09308291217116724, "mask_rcnn/false_positive": 0.1283438516645054, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 35.0, "time": 0.6834990987554193, "total_loss": 1.3423216809933365} {"data_time": 0.010564458556473255, "eta_seconds": 1941.2987846601754, "iteration": 267199, "loss_fcos_cls": 0.16475937806535512, "loss_fcos_ctr": 0.6089021963998675, "loss_fcos_loc": 0.14341456186957657, "loss_mask": 0.2209251169115305, "loss_maskiou": 0.003301481969174347, "loss_sem_seg": 0.1571846129372716, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9008387565552536, "mask_rcnn/false_negative": 0.09216329105052767, "mask_rcnn/false_positive": 0.1067653620856428, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.75, "time": 0.648931872099638, "total_loss": 1.3192444920787239} {"data_time": 0.009786341339349747, "eta_seconds": 1926.005983589217, "iteration": 267219, "loss_fcos_cls": 0.16019836743362248, "loss_fcos_ctr": 0.6111448593437672, "loss_fcos_loc": 0.1463683070614934, "loss_mask": 0.2293986938893795, "loss_maskiou": 0.003858935033349553, "loss_sem_seg": 0.17215248849242926, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9045923795049935, "mask_rcnn/false_negative": 0.08804871958187074, "mask_rcnn/false_positive": 0.10429934933150867, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 23.0, "time": 0.6734900698065758, "total_loss": 1.3226080459626246} {"data_time": 0.010426472872495651, "eta_seconds": 1912.888605617918, "iteration": 267239, "loss_fcos_cls": 0.16657504066824913, "loss_fcos_ctr": 0.6110469559207559, "loss_fcos_loc": 0.14680690527893603, "loss_mask": 0.23290571616962552, "loss_maskiou": 0.004018562416604254, "loss_sem_seg": 0.15553237695712596, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942199174240496, "mask_rcnn/false_negative": 0.07882226871137885, "mask_rcnn/false_positive": 0.1280558566153676, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.25, "time": 0.7051653368398547, "total_loss": 1.3111744330162765} {"data_time": 0.010198479518294334, "eta_seconds": 1899.795515886508, "iteration": 267259, "loss_fcos_cls": 0.16712960309814662, "loss_fcos_ctr": 0.6095117470249534, "loss_fcos_loc": 0.15581907494924963, "loss_mask": 0.22387311840429902, "loss_maskiou": 0.003861183922708733, "loss_sem_seg": 0.16146812052465975, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9122391001855288, "mask_rcnn/false_negative": 0.06886699919170951, "mask_rcnn/false_positive": 0.10959073670991273, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 25.25, "time": 0.6867332924157381, "total_loss": 1.3449775877015782} {"data_time": 0.009548669680953026, "eta_seconds": 1886.440840266645, "iteration": 267279, "loss_fcos_cls": 0.1756620624801144, "loss_fcos_ctr": 0.6122222784906626, "loss_fcos_loc": 0.14855437772348523, "loss_mask": 0.23236565478146076, "loss_maskiou": 0.004004383910796605, "loss_sem_seg": 0.16232961509376764, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9072635120459422, "mask_rcnn/false_negative": 0.09183596562126883, "mask_rcnn/false_positive": 0.1003053784378926, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 23.25, "time": 0.7004390805959702, "total_loss": 1.3324584743168089} {"data_time": 0.010148952715098858, "eta_seconds": 1869.42455642391, "iteration": 267299, "loss_fcos_cls": 0.16985026304610074, "loss_fcos_ctr": 0.609293457120657, "loss_fcos_loc": 0.1469952599145472, "loss_mask": 0.22597604431211948, "loss_maskiou": 0.0036501187278190628, "loss_sem_seg": 0.15613490855321288, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867953375546647, "mask_rcnn/false_negative": 0.10098479237710173, "mask_rcnn/false_positive": 0.10972529261294736, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 22.5, "time": 0.6884873602539301, "total_loss": 1.3318033708783332} {"data_time": 0.010424923151731491, "eta_seconds": 1854.7352810166776, "iteration": 267319, "loss_fcos_cls": 0.1663340798113495, "loss_fcos_ctr": 0.6125444332137704, "loss_fcos_loc": 0.1508434178540483, "loss_mask": 0.22945502283982933, "loss_maskiou": 0.0034095825831172988, "loss_sem_seg": 0.16622595256194472, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9112360853432282, "mask_rcnn/false_negative": 0.09820234310881289, "mask_rcnn/false_positive": 0.09854499371405778, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 30.25, "time": 0.6923498222604394, "total_loss": 1.3141331367041857} {"data_time": 0.010147523134946823, "eta_seconds": 1840.5669585792348, "iteration": 267339, "loss_fcos_cls": 0.17498941347002983, "loss_fcos_ctr": 0.6080104503780603, "loss_fcos_loc": 0.14571367466123775, "loss_mask": 0.23615959286689758, "loss_maskiou": 0.004023062327178195, "loss_sem_seg": 0.169842449715361, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9045052543196906, "mask_rcnn/false_negative": 0.09727173020709892, "mask_rcnn/false_positive": 0.10176468411156797, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.0, "time": 0.6925310036167502, "total_loss": 1.3503640847848146} {"data_time": 0.010134158656001091, "eta_seconds": 1827.3175121434033, "iteration": 267359, "loss_fcos_cls": 0.17400000189081766, "loss_fcos_ctr": 0.6113732196390629, "loss_fcos_loc": 0.16080073901684955, "loss_mask": 0.23840417945757508, "loss_maskiou": 0.0037821599653398152, "loss_sem_seg": 0.1558909120503813, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8786689985844305, "mask_rcnn/false_negative": 0.10043750732373444, "mask_rcnn/false_positive": 0.145246269438869, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.25, "time": 0.6997996168211102, "total_loss": 1.3513690215258976} {"data_time": 0.010043947957456112, "eta_seconds": 1812.8996611936018, "iteration": 267379, "loss_fcos_cls": 0.17609639279544353, "loss_fcos_ctr": 0.6151644252240658, "loss_fcos_loc": 0.15743521926924586, "loss_mask": 0.24239615350961685, "loss_maskiou": 0.0040327072638319805, "loss_sem_seg": 0.1695784234907478, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8792737232313644, "mask_rcnn/false_negative": 0.10526628263863738, "mask_rcnn/false_positive": 0.1303598689286185, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 24.5, "time": 0.6946361744776368, "total_loss": 1.3630810751928948} {"data_time": 0.00974523276090622, "eta_seconds": 1798.1283542476594, "iteration": 267399, "loss_fcos_cls": 0.17295008496148512, "loss_fcos_ctr": 0.6118944492191076, "loss_fcos_loc": 0.15075296262511984, "loss_mask": 0.24273675587028265, "loss_maskiou": 0.0050146967587352265, "loss_sem_seg": 0.17890728102065623, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8943063395570994, "mask_rcnn/false_negative": 0.08207700585642509, "mask_rcnn/false_positive": 0.13367227382475466, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 24.75, "time": 0.682631116360426, "total_loss": 1.3568856907295412} {"data_time": 0.01041223481297493, "eta_seconds": 1784.0822902955115, "iteration": 267419, "loss_fcos_cls": 0.1749827821040526, "loss_fcos_ctr": 0.6130696497857571, "loss_fcos_loc": 0.15126219275407493, "loss_mask": 0.23627196438610554, "loss_maskiou": 0.004072160038049333, "loss_sem_seg": 0.15595032833516598, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8958680953248646, "mask_rcnn/false_negative": 0.09337352944048605, "mask_rcnn/false_positive": 0.10855011153915717, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.0, "time": 0.6606072513386607, "total_loss": 1.332267679819779} {"data_time": 0.009351877495646477, "eta_seconds": 1770.0172552829608, "iteration": 267439, "loss_fcos_cls": 0.17995636456180364, "loss_fcos_ctr": 0.6122592473402619, "loss_fcos_loc": 0.15441724786069244, "loss_mask": 0.22563017066568136, "loss_maskiou": 0.003945846690839971, "loss_sem_seg": 0.15440823324024677, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9001998366065421, "mask_rcnn/false_negative": 0.08484675208165729, "mask_rcnn/false_positive": 0.11208508095925238, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.25, "time": 0.6899716453626752, "total_loss": 1.332428653127863} {"data_time": 0.010219481773674488, "eta_seconds": 1757.3120530731976, "iteration": 267459, "loss_fcos_cls": 0.17343067843466997, "loss_fcos_ctr": 0.6133817732334137, "loss_fcos_loc": 0.15761034976458177, "loss_mask": 0.23746659979224205, "loss_maskiou": 0.003933699317713035, "loss_sem_seg": 0.173420628067106, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914123149259704, "mask_rcnn/false_negative": 0.08317484788382346, "mask_rcnn/false_positive": 0.12960797076681396, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.5, "time": 0.6985070370137691, "total_loss": 1.3486269285785966} {"data_time": 0.010289446450769901, "eta_seconds": 1744.326279649511, "iteration": 267479, "loss_fcos_cls": 0.17606497695669532, "loss_fcos_ctr": 0.6110537862405181, "loss_fcos_loc": 0.15339435171335936, "loss_mask": 0.2509380877017975, "loss_maskiou": 0.004008196559880162, "loss_sem_seg": 0.15079817769583315, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8989716066774969, "mask_rcnn/false_negative": 0.07962238163558107, "mask_rcnn/false_positive": 0.10862493762163715, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.25, "time": 0.727789263240993, "total_loss": 1.3393055491615087} {"data_time": 0.009745343588292599, "eta_seconds": 1728.7833429016173, "iteration": 267499, "loss_fcos_cls": 0.17251888196915388, "loss_fcos_ctr": 0.6124423965811729, "loss_fcos_loc": 0.15653155895415694, "loss_mask": 0.23115000780671835, "loss_maskiou": 0.003532116737915203, "loss_sem_seg": 0.1508419851306826, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9043452608316054, "mask_rcnn/false_negative": 0.0923940359606899, "mask_rcnn/false_positive": 0.11916875985089384, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 25.5, "time": 0.6676218332722783, "total_loss": 1.3457254265304073} {"data_time": 0.009259587153792381, "eta_seconds": 1714.7022830089554, "iteration": 267519, "loss_fcos_cls": 0.17581528396112844, "loss_fcos_ctr": 0.6144622252322733, "loss_fcos_loc": 0.15443582425359637, "loss_mask": 0.23139510303735733, "loss_maskiou": 0.003703046779264696, "loss_sem_seg": 0.14775747014209628, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005420918367347, "mask_rcnn/false_negative": 0.07918938087385088, "mask_rcnn/false_positive": 0.12549814756859354, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 28.0, "time": 0.6959852343425155, "total_loss": 1.347577474611171} {"data_time": 0.010365714319050312, "eta_seconds": 1701.0077664898708, "iteration": 267539, "loss_fcos_cls": 0.18033935861603823, "loss_fcos_ctr": 0.6140961050987244, "loss_fcos_loc": 0.16179251321591437, "loss_mask": 0.22755821235477924, "loss_maskiou": 0.003837966280116234, "loss_sem_seg": 0.16011162870563567, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.887215765936004, "mask_rcnn/false_negative": 0.09681968854618553, "mask_rcnn/false_positive": 0.13077332138840697, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 33.25, "time": 0.6877270480617881, "total_loss": 1.34164721103798} {"data_time": 0.009843310341238976, "eta_seconds": 1685.931618111208, "iteration": 267559, "loss_fcos_cls": 0.1726054041646421, "loss_fcos_ctr": 0.6104688495397568, "loss_fcos_loc": 0.14703279524110258, "loss_mask": 0.23069898504763842, "loss_maskiou": 0.004005756556580309, "loss_sem_seg": 0.15308242617174983, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.886500850340136, "mask_rcnn/false_negative": 0.08073970801881614, "mask_rcnn/false_positive": 0.09913778107641104, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 30.25, "time": 0.6755863521248102, "total_loss": 1.3263934779533884} {"data_time": 0.01101476326584816, "eta_seconds": 1671.8647381206974, "iteration": 267579, "loss_fcos_cls": 0.1791720868786797, "loss_fcos_ctr": 0.6132000405341387, "loss_fcos_loc": 0.15256260009482503, "loss_mask": 0.2323800204321742, "loss_maskiou": 0.004116982679988723, "loss_sem_seg": 0.15833156439475715, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9062261384145495, "mask_rcnn/false_negative": 0.08825469387011882, "mask_rcnn/false_positive": 0.11954385841393331, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.25, "time": 0.6800579829141498, "total_loss": 1.350223888819528} {"data_time": 0.00975337065756321, "eta_seconds": 1658.0533813415095, "iteration": 267599, "loss_fcos_cls": 0.16943658841773868, "loss_fcos_ctr": 0.6116992887109518, "loss_fcos_loc": 0.1494606290361844, "loss_mask": 0.22900028619915247, "loss_maskiou": 0.0035447981535980944, "loss_sem_seg": 0.17149458616040647, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9020374597207304, "mask_rcnn/false_negative": 0.07486473787315054, "mask_rcnn/false_positive": 0.141048835773741, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 40.0, "time": 0.7033142894506454, "total_loss": 1.350579999445472} {"data_time": 0.010811515152454376, "eta_seconds": 1642.907159828581, "iteration": 267619, "loss_fcos_cls": 0.18107821111334488, "loss_fcos_ctr": 0.6128009110689163, "loss_fcos_loc": 0.15067811508197337, "loss_mask": 0.24153775349259377, "loss_maskiou": 0.004135187507927185, "loss_sem_seg": 0.14730272977612913, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908292899737027, "mask_rcnn/false_negative": 0.1115460459043899, "mask_rcnn/false_positive": 0.10895332226817589, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 29.5, "time": 0.6831664172932506, "total_loss": 1.3401139980032895} {"data_time": 0.00969926081597805, "eta_seconds": 1630.185409963131, "iteration": 267639, "loss_fcos_cls": 0.17553664033766836, "loss_fcos_ctr": 0.612917821854353, "loss_fcos_loc": 0.1515281138708815, "loss_mask": 0.2349250353872776, "loss_maskiou": 0.0037883673649048433, "loss_sem_seg": 0.16447211831109598, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9037418683689692, "mask_rcnn/false_negative": 0.06814095190248252, "mask_rcnn/false_positive": 0.1049409005973161, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 30.0, "time": 0.7074109325185418, "total_loss": 1.3532007078756578} {"data_time": 0.010698923841118813, "eta_seconds": 1617.9435890866444, "iteration": 267659, "loss_fcos_cls": 0.1712505251634866, "loss_fcos_ctr": 0.6131554059684277, "loss_fcos_loc": 0.15226322994567454, "loss_mask": 0.2431687330827117, "loss_maskiou": 0.004343721055192873, "loss_sem_seg": 0.16809282591566443, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.896775434736871, "mask_rcnn/false_negative": 0.08630440677692311, "mask_rcnn/false_positive": 0.12779110721252918, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 28.5, "time": 0.6870178068056703, "total_loss": 1.3531056056162925} {"data_time": 0.010803226381540298, "eta_seconds": 1604.2417822116986, "iteration": 267679, "loss_fcos_cls": 0.1689826893270947, "loss_fcos_ctr": 0.6138868574053049, "loss_fcos_loc": 0.15464753384003416, "loss_mask": 0.23495053872466087, "loss_maskiou": 0.0037251334470056463, "loss_sem_seg": 0.13492443691939116, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9026595816192089, "mask_rcnn/false_negative": 0.09824536654050657, "mask_rcnn/false_positive": 0.1093551521750657, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 27.0, "time": 0.6966648073866963, "total_loss": 1.3108813054022903} {"data_time": 0.009552240371704102, "eta_seconds": 1591.8350619412959, "iteration": 267699, "loss_fcos_cls": 0.18094407231546938, "loss_fcos_ctr": 0.6112203560769558, "loss_fcos_loc": 0.1487269955687225, "loss_mask": 0.23562211776152253, "loss_maskiou": 0.003566629005035793, "loss_sem_seg": 0.15200777584686875, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8922124378597592, "mask_rcnn/false_negative": 0.07356307103449164, "mask_rcnn/false_positive": 0.1371360802020163, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 25.5, "time": 0.7229638705030084, "total_loss": 1.3347709459339967} {"data_time": 0.010226831771433353, "eta_seconds": 1577.999033588916, "iteration": 267719, "loss_fcos_cls": 0.1701054578879848, "loss_fcos_ctr": 0.61316386051476, "loss_fcos_loc": 0.1511047201929614, "loss_mask": 0.2375586461275816, "loss_maskiou": 0.003898724031387246, "loss_sem_seg": 0.18191082123667002, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889793640670554, "mask_rcnn/false_negative": 0.07145783611370073, "mask_rcnn/false_positive": 0.14866781979693916, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 28.75, "time": 0.6720635341480374, "total_loss": 1.3599806601487217} {"data_time": 0.009443890303373337, "eta_seconds": 1564.2221675552428, "iteration": 267739, "loss_fcos_cls": 0.16391986364033073, "loss_fcos_ctr": 0.6096671726554632, "loss_fcos_loc": 0.15164264931809157, "loss_mask": 0.24452830478549004, "loss_maskiou": 0.004428716092661489, "loss_sem_seg": 0.14830365497618914, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8732209229845784, "mask_rcnn/false_negative": 0.10408572843522523, "mask_rcnn/false_positive": 0.14044519672499928, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 25.0, "time": 0.6650276957079768, "total_loss": 1.3427403571477043} {"data_time": 0.010233824141323566, "eta_seconds": 1550.3856158740819, "iteration": 267759, "loss_fcos_cls": 0.17339581879787147, "loss_fcos_ctr": 0.6132183484733105, "loss_fcos_loc": 0.15348447090946138, "loss_mask": 0.2342550465837121, "loss_maskiou": 0.00396674350486137, "loss_sem_seg": 0.1680870302952826, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8994313350340136, "mask_rcnn/false_negative": 0.08620728466131516, "mask_rcnn/false_positive": 0.11249745642262016, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 26.5, "time": 0.6659694444388151, "total_loss": 1.3541117694840068} {"data_time": 0.009880843572318554, "eta_seconds": 1536.594831103459, "iteration": 267779, "loss_fcos_cls": 0.1673493557027541, "loss_fcos_ctr": 0.6118806749582291, "loss_fcos_loc": 0.1524274938274175, "loss_mask": 0.22430529282428324, "loss_maskiou": 0.0034905175016319845, "loss_sem_seg": 0.16046784562058747, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932911095472671, "mask_rcnn/false_negative": 0.09150163976957268, "mask_rcnn/false_positive": 0.12366981356532897, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 29.25, "time": 0.6797804776579142, "total_loss": 1.3392559203675773} {"data_time": 0.009385380893945694, "eta_seconds": 1524.8225798765197, "iteration": 267799, "loss_fcos_cls": 0.1763317376608029, "loss_fcos_ctr": 0.6094760419800878, "loss_fcos_loc": 0.15695595985744148, "loss_mask": 0.23223807872273028, "loss_maskiou": 0.0038890429059392773, "loss_sem_seg": 0.1753384405747056, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9055915385634774, "mask_rcnn/false_negative": 0.09091336918497644, "mask_rcnn/false_positive": 0.10383804398761959, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 24.25, "time": 0.7011791449040174, "total_loss": 1.3712152300067828} {"data_time": 0.010678243823349476, "eta_seconds": 1509.9985034186393, "iteration": 267819, "loss_fcos_cls": 0.16890892462106422, "loss_fcos_ctr": 0.6121554328128695, "loss_fcos_loc": 0.14724967686925083, "loss_mask": 0.22123590297996998, "loss_maskiou": 0.003606638427299913, "loss_sem_seg": 0.15502668893896043, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9102383555463002, "mask_rcnn/false_negative": 0.0859775287143465, "mask_rcnn/false_positive": 0.08915935768465352, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.75, "time": 0.6784425312653184, "total_loss": 1.3120502083511383} {"data_time": 0.011290411464869976, "eta_seconds": 1496.151657903567, "iteration": 267839, "loss_fcos_cls": 0.16809213627129793, "loss_fcos_ctr": 0.6096027595922351, "loss_fcos_loc": 0.14382435879088007, "loss_mask": 0.2374534411355853, "loss_maskiou": 0.004074807700817473, "loss_sem_seg": 0.17148941417690367, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8975473915108085, "mask_rcnn/false_negative": 0.07994562774308944, "mask_rcnn/false_positive": 0.12143061266928953, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 24.0, "time": 0.6891151620075107, "total_loss": 1.3207047426003555} {"data_time": 0.010503965429961681, "eta_seconds": 1481.8614111524075, "iteration": 267859, "loss_fcos_cls": 0.17666435951832682, "loss_fcos_ctr": 0.6125500737689435, "loss_fcos_loc": 0.14740345248719677, "loss_mask": 0.23162115458399057, "loss_maskiou": 0.0036923385414411314, "loss_sem_seg": 0.15558257070370018, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8822227987449336, "mask_rcnn/false_negative": 0.0950377982026096, "mask_rcnn/false_positive": 0.13344010208264573, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.0, "time": 0.6836194759234786, "total_loss": 1.3254754156259878} {"data_time": 0.010059296153485775, "eta_seconds": 1467.3663057871163, "iteration": 267879, "loss_fcos_cls": 0.16554562153760344, "loss_fcos_ctr": 0.6121402578428388, "loss_fcos_loc": 0.14644499256974086, "loss_mask": 0.22042815061286092, "loss_maskiou": 0.003949946498323698, "loss_sem_seg": 0.15882544085616246, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914899407565224, "mask_rcnn/false_negative": 0.09086222514081127, "mask_rcnn/false_positive": 0.1492738188779912, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 22.75, "time": 0.6905322298407555, "total_loss": 1.2968354754630127} {"data_time": 0.009699707850813866, "eta_seconds": 1452.7704141493887, "iteration": 267899, "loss_fcos_cls": 0.1753890358377248, "loss_fcos_ctr": 0.6109934253618121, "loss_fcos_loc": 0.14283900265581906, "loss_mask": 0.22660116013139486, "loss_maskiou": 0.0037237647993606515, "loss_sem_seg": 0.15488153067417443, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9062826541274818, "mask_rcnn/false_negative": 0.09386136811846746, "mask_rcnn/false_positive": 0.11573905125841974, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 24.5, "time": 0.6712932819500566, "total_loss": 1.307443967933068} {"data_time": 0.010270734317600727, "eta_seconds": 1439.3887277608737, "iteration": 267919, "loss_fcos_cls": 0.1661910414113663, "loss_fcos_ctr": 0.6128407744690776, "loss_fcos_loc": 0.1476104487956036, "loss_mask": 0.22333164047449827, "loss_maskiou": 0.0038708063439116813, "loss_sem_seg": 0.16424319706857204, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9062637706904624, "mask_rcnn/false_negative": 0.08606642810645655, "mask_rcnn/false_positive": 0.09359478170237409, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 25.25, "time": 0.6959434980526567, "total_loss": 1.3356453297310509} {"data_time": 0.010034848004579544, "eta_seconds": 1425.111767521128, "iteration": 267939, "loss_fcos_cls": 0.16858251456869766, "loss_fcos_ctr": 0.6093142428435385, "loss_fcos_loc": 0.14750837825704366, "loss_mask": 0.21765085496008396, "loss_maskiou": 0.003215620290575316, "loss_sem_seg": 0.15613829554058611, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9096251325205407, "mask_rcnn/false_negative": 0.08844634591106534, "mask_rcnn/false_positive": 0.09813440889448778, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 26.5, "time": 0.6853245729580522, "total_loss": 1.2956237978105491} {"data_time": 0.010470584034919739, "eta_seconds": 1410.6232974063605, "iteration": 267959, "loss_fcos_cls": 0.18038887809962034, "loss_fcos_ctr": 0.6110211201012135, "loss_fcos_loc": 0.14894692285452038, "loss_mask": 0.2395689245313406, "loss_maskiou": 0.004009940894320607, "loss_sem_seg": 0.15633866540156305, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9029368664461832, "mask_rcnn/false_negative": 0.08111417649508947, "mask_rcnn/false_positive": 0.13085985992435406, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.75, "time": 0.6745879463851452, "total_loss": 1.336286952770024} {"data_time": 0.009243888780474663, "eta_seconds": 1396.1029245080426, "iteration": 267979, "loss_fcos_cls": 0.1794842228118796, "loss_fcos_ctr": 0.6136488215997815, "loss_fcos_loc": 0.15842276450712234, "loss_mask": 0.22797935782000422, "loss_maskiou": 0.004252996517607244, "loss_sem_seg": 0.15589357865974307, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.904784718765555, "mask_rcnn/false_negative": 0.08090213945857153, "mask_rcnn/false_positive": 0.09959484059566845, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 29.5, "time": 0.6788313938304782, "total_loss": 1.3382916843784187} {"data_time": 0.0101097971200943, "eta_seconds": 1382.2869628602639, "iteration": 267999, "loss_fcos_cls": 0.1668590132612735, "loss_fcos_ctr": 0.609610415995121, "loss_fcos_loc": 0.14718327281298116, "loss_mask": 0.22254238976165652, "loss_maskiou": 0.0038016383987269364, "loss_sem_seg": 0.13456920301541686, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.88163394145537, "mask_rcnn/false_negative": 0.09979934709935152, "mask_rcnn/false_positive": 0.12955682934642349, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 27.0, "time": 0.683942211791873, "total_loss": 1.2927157638187055} {"data_time": 0.010102587752044201, "eta_seconds": 1365.7879457464442, "iteration": 268019, "loss_fcos_cls": 0.16341824585106224, "loss_fcos_ctr": 0.6109621929936111, "loss_fcos_loc": 0.13888547412352636, "loss_mask": 0.22861236054450274, "loss_maskiou": 0.0038099972689451533, "loss_sem_seg": 0.14700519456528127, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8965580261955528, "mask_rcnn/false_negative": 0.07360175998704967, "mask_rcnn/false_positive": 0.12611632599239708, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 32.75, "time": 0.6837734533473849, "total_loss": 1.3107098724649404} {"data_time": 0.009944288991391659, "eta_seconds": 1350.7357236174867, "iteration": 268039, "loss_fcos_cls": 0.17287151794880629, "loss_fcos_ctr": 0.6128307720646262, "loss_fcos_loc": 0.1565450553316623, "loss_mask": 0.23249080078676343, "loss_maskiou": 0.003931944382202346, "loss_sem_seg": 0.18583239801228046, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9097576530612245, "mask_rcnn/false_negative": 0.08574335555180479, "mask_rcnn/false_positive": 0.10995820560884784, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 26.5, "time": 0.6947474870830774, "total_loss": 1.3464981448450999} {"data_time": 0.010091547854244709, "eta_seconds": 1337.173158547841, "iteration": 268059, "loss_fcos_cls": 0.16905257385224104, "loss_fcos_ctr": 0.6117236046120524, "loss_fcos_loc": 0.15394902089610696, "loss_mask": 0.23691247403621674, "loss_maskiou": 0.004015046273707412, "loss_sem_seg": 0.15219947462901473, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8900034590107229, "mask_rcnn/false_negative": 0.0792605530456822, "mask_rcnn/false_positive": 0.13248511931762388, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.75, "time": 0.711597160436213, "total_loss": 1.3390071524318046} {"data_time": 0.009520173072814941, "eta_seconds": 1324.5649546431378, "iteration": 268079, "loss_fcos_cls": 0.16839039337355644, "loss_fcos_ctr": 0.6131710736081004, "loss_fcos_loc": 0.15704935637768358, "loss_mask": 0.23886404559016228, "loss_maskiou": 0.004159784031799063, "loss_sem_seg": 0.16711579565890133, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9004119147659064, "mask_rcnn/false_negative": 0.08130834214245197, "mask_rcnn/false_positive": 0.11090640877134325, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.25, "time": 0.7147895554080606, "total_loss": 1.378182927304806} {"data_time": 0.009082537144422531, "eta_seconds": 1310.774585516192, "iteration": 268099, "loss_fcos_cls": 0.16874126438051462, "loss_fcos_ctr": 0.6106347646564245, "loss_fcos_loc": 0.1474964217050001, "loss_mask": 0.23079570475965738, "loss_maskiou": 0.004074948974448489, "loss_sem_seg": 0.15872335445601493, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005430029154519, "mask_rcnn/false_negative": 0.08598567019614495, "mask_rcnn/false_positive": 0.10017194733418268, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 32.25, "time": 0.6830215221270919, "total_loss": 1.3311750051907438} {"data_time": 0.01043031644076109, "eta_seconds": 1295.631767529063, "iteration": 268119, "loss_fcos_cls": 0.1764210620895028, "loss_fcos_ctr": 0.6128195468336344, "loss_fcos_loc": 0.1599976826692, "loss_mask": 0.23789529968053102, "loss_maskiou": 0.0035176981436961796, "loss_sem_seg": 0.17098670452833176, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018402461909911, "mask_rcnn/false_negative": 0.09597669486780842, "mask_rcnn/false_positive": 0.10102410625909353, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.25, "time": 0.6849507978186011, "total_loss": 1.3505442177702207} {"data_time": 0.01091081090271473, "eta_seconds": 1280.8820317648351, "iteration": 268139, "loss_fcos_cls": 0.16941054165363312, "loss_fcos_ctr": 0.6119955154135823, "loss_fcos_loc": 0.14667967800050974, "loss_mask": 0.23668641597032547, "loss_maskiou": 0.003992666171143355, "loss_sem_seg": 0.15613140491768718, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.892393198000303, "mask_rcnn/false_negative": 0.08924071555715371, "mask_rcnn/false_positive": 0.13654311573311295, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.75, "time": 0.6745008826255798, "total_loss": 1.333950035048474} {"data_time": 0.010571777820587158, "eta_seconds": 1266.7484247274697, "iteration": 268159, "loss_fcos_cls": 0.16970849118661135, "loss_fcos_ctr": 0.610522860661149, "loss_fcos_loc": 0.148048032540828, "loss_mask": 0.23652538284659386, "loss_maskiou": 0.0038340788159985095, "loss_sem_seg": 0.15175751148490235, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8822501973762478, "mask_rcnn/false_negative": 0.10651794670095488, "mask_rcnn/false_positive": 0.10200305004570663, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 26.0, "time": 0.6881455173715949, "total_loss": 1.3302732554657268} {"data_time": 0.009767263196408749, "eta_seconds": 1253.104256442748, "iteration": 268179, "loss_fcos_cls": 0.16666771337622777, "loss_fcos_ctr": 0.6127378158271313, "loss_fcos_loc": 0.15328187798149884, "loss_mask": 0.2479352648369968, "loss_maskiou": 0.004036398764583282, "loss_sem_seg": 0.13660548394545913, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8909303357338891, "mask_rcnn/false_negative": 0.0964906604947566, "mask_rcnn/false_positive": 0.12082729555760661, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 26.0, "time": 0.6992629040032625, "total_loss": 1.336912364786258} {"data_time": 0.010969400405883789, "eta_seconds": 1240.4935959540308, "iteration": 268199, "loss_fcos_cls": 0.17069208028260618, "loss_fcos_ctr": 0.6103304978460073, "loss_fcos_loc": 0.14162372145801783, "loss_mask": 0.2369689792394638, "loss_maskiou": 0.00397184688699781, "loss_sem_seg": 0.14212579210288823, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929204459561602, "mask_rcnn/false_negative": 0.10333769044381405, "mask_rcnn/false_positive": 0.11187265742536073, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.75, "time": 0.7183339009061456, "total_loss": 1.2967982269146887} {"data_time": 0.010610747151076794, "eta_seconds": 1226.5634040385485, "iteration": 268219, "loss_fcos_cls": 0.18439408621634357, "loss_fcos_ctr": 0.6125254537910223, "loss_fcos_loc": 0.15228494757320732, "loss_mask": 0.24295134004205465, "loss_maskiou": 0.004103587991266977, "loss_sem_seg": 0.156463208142668, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8988106139891854, "mask_rcnn/false_negative": 0.0918985373937869, "mask_rcnn/false_positive": 0.1157832838730076, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 27.75, "time": 0.6697710361331701, "total_loss": 1.3502604878376587} {"data_time": 0.010685649700462818, "eta_seconds": 1212.6751777706668, "iteration": 268239, "loss_fcos_cls": 0.1828823541291058, "loss_fcos_ctr": 0.6108141806907952, "loss_fcos_loc": 0.14798668399453163, "loss_mask": 0.2345771687105298, "loss_maskiou": 0.004026060283649713, "loss_sem_seg": 0.139904874144122, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9096104484491816, "mask_rcnn/false_negative": 0.08323894903573031, "mask_rcnn/false_positive": 0.10284211516872367, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 25.25, "time": 0.7127686692401767, "total_loss": 1.320032116589573} {"data_time": 0.01020175963640213, "eta_seconds": 1199.0156577378511, "iteration": 268259, "loss_fcos_cls": 0.16826570022385567, "loss_fcos_ctr": 0.6123955063521862, "loss_fcos_loc": 0.15753339137881994, "loss_mask": 0.23340286780148745, "loss_maskiou": 0.003519626650813734, "loss_sem_seg": 0.15032178349792957, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8873296542290813, "mask_rcnn/false_negative": 0.07870191676932037, "mask_rcnn/false_positive": 0.13502367717703723, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.5, "time": 0.6997008137404919, "total_loss": 1.3481004282311915} {"data_time": 0.00984344445168972, "eta_seconds": 1184.179271567613, "iteration": 268279, "loss_fcos_cls": 0.17433969397097826, "loss_fcos_ctr": 0.6122955903410912, "loss_fcos_loc": 0.1540746676037088, "loss_mask": 0.22912057116627693, "loss_maskiou": 0.003622595097112935, "loss_sem_seg": 0.15261071105487645, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8945384972170687, "mask_rcnn/false_negative": 0.08853590988977048, "mask_rcnn/false_positive": 0.12898995532162844, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 30.75, "time": 0.6488015623763204, "total_loss": 1.3175127595059166} {"data_time": 0.010955272242426872, "eta_seconds": 1170.3859420493245, "iteration": 268299, "loss_fcos_cls": 0.17354323936160654, "loss_fcos_ctr": 0.6143923671916127, "loss_fcos_loc": 0.15184344368753955, "loss_mask": 0.23127983883023262, "loss_maskiou": 0.003679722471133573, "loss_sem_seg": 0.16427792026661336, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8903703282039334, "mask_rcnn/false_negative": 0.08319883733597816, "mask_rcnn/false_positive": 0.13565047361465904, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 24.5, "time": 0.6863115532323718, "total_loss": 1.3280253356715548} {"data_time": 0.011259490624070168, "eta_seconds": 1155.509102076292, "iteration": 268319, "loss_fcos_cls": 0.16964203584939241, "loss_fcos_ctr": 0.6109805898740888, "loss_fcos_loc": 0.14769228466320783, "loss_mask": 0.2392784021794796, "loss_maskiou": 0.00392711628228426, "loss_sem_seg": 0.17224101047031581, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.901830981718833, "mask_rcnn/false_negative": 0.08509176109750581, "mask_rcnn/false_positive": 0.12927296924374015, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 22.25, "time": 0.6856085723266006, "total_loss": 1.3538553880134714} {"data_time": 0.009865742176771164, "eta_seconds": 1142.8636388853192, "iteration": 268339, "loss_fcos_cls": 0.17721859249286354, "loss_fcos_ctr": 0.6132969921454787, "loss_fcos_loc": 0.15108022140339017, "loss_mask": 0.23961276188492775, "loss_maskiou": 0.004222675786877517, "loss_sem_seg": 0.16323699988424778, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9036512842316413, "mask_rcnn/false_negative": 0.10681462702397743, "mask_rcnn/false_positive": 0.09767281573092924, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 29.0, "time": 0.7152516525238752, "total_loss": 1.3613938053385937} {"data_time": 0.009892396628856659, "eta_seconds": 1129.2389263166115, "iteration": 268359, "loss_fcos_cls": 0.17693279404193163, "loss_fcos_ctr": 0.6118311979807913, "loss_fcos_loc": 0.15726426849141717, "loss_mask": 0.2438444485887885, "loss_maskiou": 0.003868713443807792, "loss_sem_seg": 0.14958819735329598, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8948394050602697, "mask_rcnn/false_negative": 0.07960987182525503, "mask_rcnn/false_positive": 0.12384034669273608, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.75, "time": 0.7010022895410657, "total_loss": 1.3627472289444995} {"data_time": 0.009793028235435486, "eta_seconds": 1115.371643934399, "iteration": 268379, "loss_fcos_cls": 0.17498736211564392, "loss_fcos_ctr": 0.6140407836064696, "loss_fcos_loc": 0.1529593124287203, "loss_mask": 0.2340805884450674, "loss_maskiou": 0.003735795231477823, "loss_sem_seg": 0.1544660406652838, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8853323829531813, "mask_rcnn/false_negative": 0.08407130665054034, "mask_rcnn/false_positive": 0.13955991272465076, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.25, "time": 0.6903739823028445, "total_loss": 1.3313799135794397} {"data_time": 0.010176333598792553, "eta_seconds": 1102.2992551876232, "iteration": 268399, "loss_fcos_cls": 0.17493760166689754, "loss_fcos_ctr": 0.6097274040803313, "loss_fcos_loc": 0.15107551007531583, "loss_mask": 0.2327181864529848, "loss_maskiou": 0.004088981819222681, "loss_sem_seg": 0.15704913227818906, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992590763904128, "mask_rcnn/false_negative": 0.08021904959525203, "mask_rcnn/false_positive": 0.10770974289648427, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 25.5, "time": 0.692750371992588, "total_loss": 1.3448792917210994} {"data_time": 0.009143542498350143, "eta_seconds": 1088.6361260823905, "iteration": 268419, "loss_fcos_cls": 0.17147075152024627, "loss_fcos_ctr": 0.6149510596878827, "loss_fcos_loc": 0.16120279137976468, "loss_mask": 0.24702760903164744, "loss_maskiou": 0.004028272145660594, "loss_sem_seg": 0.16644676448777318, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8990545027534824, "mask_rcnn/false_negative": 0.08503640330825965, "mask_rcnn/false_positive": 0.11834107250040835, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.0, "time": 0.689103614538908, "total_loss": 1.3676630163536174} {"data_time": 0.010276206769049168, "eta_seconds": 1074.8646380864084, "iteration": 268439, "loss_fcos_cls": 0.1718040705891326, "loss_fcos_ctr": 0.6105047129094601, "loss_fcos_loc": 0.14347713091410697, "loss_mask": 0.2234272751957178, "loss_maskiou": 0.0036592350661521778, "loss_sem_seg": 0.13787892926484346, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9074846471769487, "mask_rcnn/false_negative": 0.08536638600209376, "mask_rcnn/false_positive": 0.08296055940636364, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.25, "time": 0.6902238093316555, "total_loss": 1.30311000940128} {"data_time": 0.011819839477539062, "eta_seconds": 1061.0046762833372, "iteration": 268459, "loss_fcos_cls": 0.17437663458986208, "loss_fcos_ctr": 0.610533345490694, "loss_fcos_loc": 0.15200146846473217, "loss_mask": 0.2311150450259447, "loss_maskiou": 0.0036861411354038864, "loss_sem_seg": 0.14188671321608126, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9121488013292789, "mask_rcnn/false_negative": 0.062496786506047425, "mask_rcnn/false_positive": 0.11358517671341452, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 27.75, "time": 0.7022293386980891, "total_loss": 1.31720862579823} {"data_time": 0.01142576988786459, "eta_seconds": 1046.9801849015057, "iteration": 268479, "loss_fcos_cls": 0.17045161838177592, "loss_fcos_ctr": 0.6127299750223756, "loss_fcos_loc": 0.1480828591156751, "loss_mask": 0.2255947468802333, "loss_maskiou": 0.003771556290303124, "loss_sem_seg": 0.15064991859253496, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9138257575757576, "mask_rcnn/false_negative": 0.07371550232753846, "mask_rcnn/false_positive": 0.10045642453354471, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 20.25, "time": 0.7004931923002005, "total_loss": 1.3090264303973527} {"data_time": 0.010388316586613655, "eta_seconds": 1033.5501740984619, "iteration": 268499, "loss_fcos_cls": 0.17698205262422562, "loss_fcos_ctr": 0.6129042655229568, "loss_fcos_loc": 0.15472764894366264, "loss_mask": 0.23342925868928432, "loss_maskiou": 0.0036782985589525197, "loss_sem_seg": 0.16132817533798516, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9213859742010011, "mask_rcnn/false_negative": 0.08298829534903725, "mask_rcnn/false_positive": 0.1062001593911316, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 23.75, "time": 0.68278678227216, "total_loss": 1.361362919507883} {"data_time": 0.01080137025564909, "eta_seconds": 1019.6781111266464, "iteration": 268519, "loss_fcos_cls": 0.17405100469477475, "loss_fcos_ctr": 0.6130969412624836, "loss_fcos_loc": 0.15537130343727767, "loss_mask": 0.22824774542823434, "loss_maskiou": 0.0032092687470139936, "loss_sem_seg": 0.16995540051721036, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9078241082617258, "mask_rcnn/false_negative": 0.09077403980743098, "mask_rcnn/false_positive": 0.09064068631640933, "roi_head/num_bg_samples": 40.0, "roi_head/num_fg_samples": 23.25, "time": 0.6870336942374706, "total_loss": 1.3297181215984892} {"data_time": 0.008746897801756859, "eta_seconds": 1005.2521230652928, "iteration": 268539, "loss_fcos_cls": 0.16893439972773194, "loss_fcos_ctr": 0.612180108204484, "loss_fcos_loc": 0.14730338263325393, "loss_mask": 0.22377290250733495, "loss_maskiou": 0.0038770608516642824, "loss_sem_seg": 0.1554942822549492, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8973529556355428, "mask_rcnn/false_negative": 0.0916188339461932, "mask_rcnn/false_positive": 0.10479474150013489, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.5, "time": 0.6657102024182677, "total_loss": 1.3151175040111411} {"data_time": 0.010772584937512875, "eta_seconds": 992.1529776277021, "iteration": 268559, "loss_fcos_cls": 0.16735245729796588, "loss_fcos_ctr": 0.6121295318007469, "loss_fcos_loc": 0.14829073805594817, "loss_mask": 0.2389764627441764, "loss_maskiou": 0.004257415479514748, "loss_sem_seg": 0.15317559894174337, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8933517558762177, "mask_rcnn/false_negative": 0.09535159258108318, "mask_rcnn/false_positive": 0.1301322420180702, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 32.25, "time": 0.6965774148702621, "total_loss": 1.3398475889116526} {"data_time": 0.00997909251600504, "eta_seconds": 978.8880982277915, "iteration": 268579, "loss_fcos_cls": 0.16673642513342202, "loss_fcos_ctr": 0.610131349414587, "loss_fcos_loc": 0.13927421427797526, "loss_mask": 0.21487199142575264, "loss_maskiou": 0.0032436586334370077, "loss_sem_seg": 0.14920108416117728, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9095103742716599, "mask_rcnn/false_negative": 0.07025325309927903, "mask_rcnn/false_positive": 0.10147174424270572, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 33.5, "time": 0.7100291717797518, "total_loss": 1.279975166416989} {"data_time": 0.010241544805467129, "eta_seconds": 964.6261288644746, "iteration": 268599, "loss_fcos_cls": 0.1748122307471931, "loss_fcos_ctr": 0.614365775603801, "loss_fcos_loc": 0.15025511349085718, "loss_mask": 0.21987446630373597, "loss_maskiou": 0.003992876627307851, "loss_sem_seg": 0.1618509611580521, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8957212430426715, "mask_rcnn/false_negative": 0.08327842629771806, "mask_rcnn/false_positive": 0.11543769394087866, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.5, "time": 0.6832748521119356, "total_loss": 1.3526610021999659} {"data_time": 0.010379517450928688, "eta_seconds": 951.3331904662773, "iteration": 268619, "loss_fcos_cls": 0.17573127429932356, "loss_fcos_ctr": 0.6137325586751103, "loss_fcos_loc": 0.15728780790232122, "loss_mask": 0.2536234981380403, "loss_maskiou": 0.004677104501752183, "loss_sem_seg": 0.16247066983487457, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8952126153835966, "mask_rcnn/false_negative": 0.0884903740456772, "mask_rcnn/false_positive": 0.12540354302393542, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 26.25, "time": 0.7003247626125813, "total_loss": 1.3590990129996499} {"data_time": 0.009123492985963821, "eta_seconds": 937.071618703194, "iteration": 268639, "loss_fcos_cls": 0.16814572032308206, "loss_fcos_ctr": 0.6141550280153751, "loss_fcos_loc": 0.14737774018431082, "loss_mask": 0.23922805674374104, "loss_maskiou": 0.00398492421300034, "loss_sem_seg": 0.16513768839649856, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8969874448487405, "mask_rcnn/false_negative": 0.09153962232147438, "mask_rcnn/false_positive": 0.11712182767699644, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 33.75, "time": 0.6780191129073501, "total_loss": 1.3442448302193952} {"data_time": 0.009801301173865795, "eta_seconds": 923.3145173499361, "iteration": 268659, "loss_fcos_cls": 0.17151409294456244, "loss_fcos_ctr": 0.6132070813328028, "loss_fcos_loc": 0.15190077386796474, "loss_mask": 0.24818130861967802, "loss_maskiou": 0.004248347511747852, "loss_sem_seg": 0.1666785068809986, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8826315266366287, "mask_rcnn/false_negative": 0.08851201847986348, "mask_rcnn/false_positive": 0.1351989110650642, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 25.75, "time": 0.7000682763755322, "total_loss": 1.362465928454185} {"data_time": 0.010839399881660938, "eta_seconds": 909.5439801784232, "iteration": 268679, "loss_fcos_cls": 0.17204818490426987, "loss_fcos_ctr": 0.613426024094224, "loss_fcos_loc": 0.15039127657655627, "loss_mask": 0.2303098109550774, "loss_maskiou": 0.003499057092994917, "loss_sem_seg": 0.15007004770450294, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.884808559133472, "mask_rcnn/false_negative": 0.10581957001124984, "mask_rcnn/false_positive": 0.12371839452115077, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 27.75, "time": 0.7017999067902565, "total_loss": 1.31057779252842} {"data_time": 0.009943423792719841, "eta_seconds": 895.7734430069104, "iteration": 268699, "loss_fcos_cls": 0.16731406969483942, "loss_fcos_ctr": 0.6140756504610181, "loss_fcos_loc": 0.1485727000690531, "loss_mask": 0.2335952641442418, "loss_maskiou": 0.003861710851197131, "loss_sem_seg": 0.16834037750959396, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9184769541912399, "mask_rcnn/false_negative": 0.08829316281357599, "mask_rcnn/false_positive": 0.10414766272492698, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 23.0, "time": 0.7041266225278378, "total_loss": 1.3443325509579154} {"data_time": 0.010693470947444439, "eta_seconds": 882.0761599084362, "iteration": 268719, "loss_fcos_cls": 0.1724365574773401, "loss_fcos_ctr": 0.6112607289105654, "loss_fcos_loc": 0.14343320881016552, "loss_mask": 0.2254842040129006, "loss_maskiou": 0.003914056629582774, "loss_sem_seg": 0.15380561928031966, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8763970588235294, "mask_rcnn/false_negative": 0.07747503476486732, "mask_rcnn/false_positive": 0.12602738579522346, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 38.25, "time": 0.6809473866596818, "total_loss": 1.3032672146509867} {"data_time": 0.010276684537529945, "eta_seconds": 868.6684671817347, "iteration": 268739, "loss_fcos_cls": 0.16847880964633077, "loss_fcos_ctr": 0.6120752589777112, "loss_fcos_loc": 0.15448097162880003, "loss_mask": 0.2190991521347314, "loss_maskiou": 0.00364213326247409, "loss_sem_seg": 0.15564822452142835, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.910064935064935, "mask_rcnn/false_negative": 0.07957353464409886, "mask_rcnn/false_positive": 0.1067020275920511, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 36.0, "time": 0.6558290515094995, "total_loss": 1.334338073807885} {"data_time": 0.010614940896630287, "eta_seconds": 854.9535601772368, "iteration": 268759, "loss_fcos_cls": 0.16640099848154932, "loss_fcos_ctr": 0.6114043947309256, "loss_fcos_loc": 0.14656164962798357, "loss_mask": 0.22779633617028594, "loss_maskiou": 0.003399330424144864, "loss_sem_seg": 0.15518981032073498, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9039859693877551, "mask_rcnn/false_negative": 0.0892146839208228, "mask_rcnn/false_positive": 0.10287507980878094, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.5, "time": 0.6869034739211202, "total_loss": 1.3080776062706718} {"data_time": 0.011108276434242725, "eta_seconds": 841.1750982888043, "iteration": 268779, "loss_fcos_cls": 0.17020854353904724, "loss_fcos_ctr": 0.6126519446261227, "loss_fcos_loc": 0.1500100598204881, "loss_mask": 0.23054411821067333, "loss_maskiou": 0.0039002082503429847, "loss_sem_seg": 0.15839808690361679, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9086509649647405, "mask_rcnn/false_negative": 0.08192618442767358, "mask_rcnn/false_positive": 0.10562496800551764, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 32.25, "time": 0.693791170604527, "total_loss": 1.3329638565865025} {"data_time": 0.010912615805864334, "eta_seconds": 826.9894364168867, "iteration": 268799, "loss_fcos_cls": 0.17966664262348786, "loss_fcos_ctr": 0.6135988673195243, "loss_fcos_loc": 0.14810683875111863, "loss_mask": 0.22877322975546122, "loss_maskiou": 0.003987734846305102, "loss_sem_seg": 0.17075334885157645, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8988806261044315, "mask_rcnn/false_negative": 0.09349056599767772, "mask_rcnn/false_positive": 0.11915023401600863, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.25, "time": 0.6732619581744075, "total_loss": 1.349875210227765} {"data_time": 0.01049785502254963, "eta_seconds": 813.7113430602476, "iteration": 268819, "loss_fcos_cls": 0.17192260874435306, "loss_fcos_ctr": 0.6148668909445405, "loss_fcos_loc": 0.1537225916981697, "loss_mask": 0.23983724787831306, "loss_maskiou": 0.004137009273108561, "loss_sem_seg": 0.16918610245920718, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8907162947213341, "mask_rcnn/false_negative": 0.10187852600562841, "mask_rcnn/false_positive": 0.11764504431091963, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 32.0, "time": 0.6980242887511849, "total_loss": 1.3451834589650389} {"data_time": 0.01088870968669653, "eta_seconds": 800.061002260074, "iteration": 268839, "loss_fcos_cls": 0.17036765697412193, "loss_fcos_ctr": 0.6120272129774094, "loss_fcos_loc": 0.15277336281724274, "loss_mask": 0.22429524781182408, "loss_maskiou": 0.0038092385948402807, "loss_sem_seg": 0.14428177126683295, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8878967831921334, "mask_rcnn/false_negative": 0.09964591925375996, "mask_rcnn/false_positive": 0.10942471537372297, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 30.75, "time": 0.693490662612021, "total_loss": 1.337053451439715} {"data_time": 0.010355670005083084, "eta_seconds": 786.3369906935841, "iteration": 268859, "loss_fcos_cls": 0.1796983841340989, "loss_fcos_ctr": 0.6125879837200046, "loss_fcos_loc": 0.1535781332058832, "loss_mask": 0.23632259340956807, "loss_maskiou": 0.0037304134748410434, "loss_sem_seg": 0.17028292058967054, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8945058647107005, "mask_rcnn/false_negative": 0.08953331393408878, "mask_rcnn/false_positive": 0.13485904722691086, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 30.0, "time": 0.6927385674789548, "total_loss": 1.3590091406031206} {"data_time": 0.00996596459299326, "eta_seconds": 772.5536955017596, "iteration": 268879, "loss_fcos_cls": 0.16959468775894493, "loss_fcos_ctr": 0.6145997475832701, "loss_fcos_loc": 0.151927262020763, "loss_mask": 0.2360418913885951, "loss_maskiou": 0.003738849496585317, "loss_sem_seg": 0.15878330916166306, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8955614388612587, "mask_rcnn/false_negative": 0.0829941956507306, "mask_rcnn/false_positive": 0.1263269006610847, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 27.0, "time": 0.6840480966493487, "total_loss": 1.3226570204624295} {"data_time": 0.009348188526928425, "eta_seconds": 758.8664236217737, "iteration": 268899, "loss_fcos_cls": 0.1670831111841835, "loss_fcos_ctr": 0.6110255122184753, "loss_fcos_loc": 0.14945202611852437, "loss_mask": 0.23354112915694714, "loss_maskiou": 0.003945220934838289, "loss_sem_seg": 0.1577045894227922, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9039115646258504, "mask_rcnn/false_negative": 0.07593494689783353, "mask_rcnn/false_positive": 0.13497290941893103, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.5, "time": 0.6845207326114178, "total_loss": 1.3223307930020383} {"data_time": 0.010771573521196842, "eta_seconds": 745.24273147434, "iteration": 268919, "loss_fcos_cls": 0.17181326763238758, "loss_fcos_ctr": 0.613800167106092, "loss_fcos_loc": 0.15654630126664415, "loss_mask": 0.23801613692194223, "loss_maskiou": 0.004004028403869597, "loss_sem_seg": 0.16212955268565565, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8855064020800628, "mask_rcnn/false_negative": 0.10807661250572101, "mask_rcnn/false_positive": 0.1326876137052418, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 31.75, "time": 0.6971888802945614, "total_loss": 1.3466593791272317} {"data_time": 0.009402469731867313, "eta_seconds": 731.8554334109649, "iteration": 268939, "loss_fcos_cls": 0.17504390480462462, "loss_fcos_ctr": 0.6136881923303008, "loss_fcos_loc": 0.1601256252033636, "loss_mask": 0.23675381485372782, "loss_maskiou": 0.0037015902635175735, "loss_sem_seg": 0.16004943381994963, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9057846429828089, "mask_rcnn/false_negative": 0.0890132923932179, "mask_rcnn/false_positive": 0.10098414727049473, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 33.25, "time": 0.6983300009742379, "total_loss": 1.3609868657586048} {"data_time": 0.010448255576193333, "eta_seconds": 718.5448459535837, "iteration": 268959, "loss_fcos_cls": 0.1704862592741847, "loss_fcos_ctr": 0.6111472845077515, "loss_fcos_loc": 0.14050407824106514, "loss_mask": 0.22590821562334895, "loss_maskiou": 0.00377967410167912, "loss_sem_seg": 0.1615989194251597, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8939200680272109, "mask_rcnn/false_negative": 0.08174244267910545, "mask_rcnn/false_positive": 0.13491403737693822, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 25.75, "time": 0.6660276846960187, "total_loss": 1.327456782299123} {"data_time": 0.010507253929972649, "eta_seconds": 704.5115302512422, "iteration": 268979, "loss_fcos_cls": 0.1745918223168701, "loss_fcos_ctr": 0.6105665327049792, "loss_fcos_loc": 0.14770400756970048, "loss_mask": 0.22981307096779346, "loss_maskiou": 0.003892300883308053, "loss_sem_seg": 0.17076159524731338, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9013710007296527, "mask_rcnn/false_negative": 0.06639535361336492, "mask_rcnn/false_positive": 0.10889996695542484, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 25.75, "time": 0.6810503117740154, "total_loss": 1.3579357988855918} {"data_time": 0.009917088784277439, "eta_seconds": 690.7111085029319, "iteration": 268999, "loss_fcos_cls": 0.17516290652565658, "loss_fcos_ctr": 0.6133796693757176, "loss_fcos_loc": 0.15837081472272985, "loss_mask": 0.23162301583215594, "loss_maskiou": 0.0036720701755257323, "loss_sem_seg": 0.17468630685470998, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9243004019789733, "mask_rcnn/false_negative": 0.08054949544245522, "mask_rcnn/false_positive": 0.0761435797503907, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 21.5, "time": 0.6783229913562536, "total_loss": 1.3612343590866658} {"data_time": 0.009779506362974644, "eta_seconds": 677.5561453588307, "iteration": 269019, "loss_fcos_cls": 0.16922361380420625, "loss_fcos_ctr": 0.612846015021205, "loss_fcos_loc": 0.149691077938769, "loss_mask": 0.23832988273352385, "loss_maskiou": 0.004082302762981271, "loss_sem_seg": 0.1815533502958715, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8983612466725821, "mask_rcnn/false_negative": 0.09002822826891604, "mask_rcnn/false_positive": 0.11287609133473642, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 32.5, "time": 0.7164282379671931, "total_loss": 1.349766076029482} {"data_time": 0.009353128261864185, "eta_seconds": 663.9061607504264, "iteration": 269039, "loss_fcos_cls": 0.17027082515414804, "loss_fcos_ctr": 0.6089174915105104, "loss_fcos_loc": 0.14689948305021971, "loss_mask": 0.23356113815680146, "loss_maskiou": 0.0037502500163100194, "loss_sem_seg": 0.15308138355612755, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8981846374556112, "mask_rcnn/false_negative": 0.0770964164937655, "mask_rcnn/false_positive": 0.12386566729014967, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.0, "time": 0.6934883985668421, "total_loss": 1.3500556774597499} {"data_time": 0.009672239422798157, "eta_seconds": 649.9289834685624, "iteration": 269059, "loss_fcos_cls": 0.1735227387980558, "loss_fcos_ctr": 0.6162601383402944, "loss_fcos_loc": 0.15650167886633426, "loss_mask": 0.2462767083197832, "loss_maskiou": 0.003983702416007873, "loss_sem_seg": 0.16145928716287017, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8903811524609844, "mask_rcnn/false_negative": 0.08148594263532077, "mask_rcnn/false_positive": 0.15208916370887554, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.25, "time": 0.6946892244741321, "total_loss": 1.3705353370678495} {"data_time": 0.009588140062987804, "eta_seconds": 635.7154688984156, "iteration": 269079, "loss_fcos_cls": 0.16590533242560923, "loss_fcos_ctr": 0.6101465001702309, "loss_fcos_loc": 0.14784632448572665, "loss_mask": 0.23143551731482148, "loss_maskiou": 0.003915176435839385, "loss_sem_seg": 0.15234066708944738, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9194591745463838, "mask_rcnn/false_negative": 0.0701136212529859, "mask_rcnn/false_positive": 0.10201756195094809, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 27.25, "time": 0.6986442347988486, "total_loss": 1.3225309386616573} {"data_time": 0.010721005499362946, "eta_seconds": 621.4908063178882, "iteration": 269099, "loss_fcos_cls": 0.17052502441219985, "loss_fcos_ctr": 0.6101220585405827, "loss_fcos_loc": 0.1546565037278924, "loss_mask": 0.23090201430022717, "loss_maskiou": 0.00399582197314885, "loss_sem_seg": 0.15698321047239006, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8990364992150706, "mask_rcnn/false_negative": 0.08031322481532782, "mask_rcnn/false_positive": 0.1213009147102341, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 27.5, "time": 0.6765622571110725, "total_loss": 1.3332021592577803} {"data_time": 0.009837852790951729, "eta_seconds": 607.411707459949, "iteration": 269119, "loss_fcos_cls": 0.17240655794739723, "loss_fcos_ctr": 0.616179765202105, "loss_fcos_loc": 0.14958934241440147, "loss_mask": 0.2293472266755998, "loss_maskiou": 0.0035840847513100016, "loss_sem_seg": 0.14719484862871468, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978997986514128, "mask_rcnn/false_negative": 0.09768688596572822, "mask_rcnn/false_positive": 0.1019953482181038, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 29.0, "time": 0.6715485267341137, "total_loss": 1.338116701466788} {"data_time": 0.01075529120862484, "eta_seconds": 594.1081562647596, "iteration": 269139, "loss_fcos_cls": 0.1730508210021071, "loss_fcos_ctr": 0.6110204951837659, "loss_fcos_loc": 0.1459538321942091, "loss_mask": 0.23534009791910648, "loss_maskiou": 0.0037407448144222144, "loss_sem_seg": 0.1495571155101061, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.893342065852673, "mask_rcnn/false_negative": 0.08915078869868928, "mask_rcnn/false_positive": 0.11644983680791829, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.0, "time": 0.6700749807059765, "total_loss": 1.336582926393021} {"data_time": 0.010124691762030125, "eta_seconds": 580.6308509390801, "iteration": 269159, "loss_fcos_cls": 0.17751513503026217, "loss_fcos_ctr": 0.6150121325626969, "loss_fcos_loc": 0.1615024913335219, "loss_mask": 0.23102055210620165, "loss_maskiou": 0.0037185700857662596, "loss_sem_seg": 0.16692504426464438, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9216996276266793, "mask_rcnn/false_negative": 0.07808467367290897, "mask_rcnn/false_positive": 0.104026658091606, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 23.5, "time": 0.6968981204554439, "total_loss": 1.3694505608800682} {"data_time": 0.010639091953635216, "eta_seconds": 566.8227450903505, "iteration": 269179, "loss_fcos_cls": 0.1799855235440191, "loss_fcos_ctr": 0.6146554327569902, "loss_fcos_loc": 0.1614959456201177, "loss_mask": 0.2307039713487029, "loss_maskiou": 0.0037474178461707197, "loss_sem_seg": 0.16806595958769321, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923427589852009, "mask_rcnn/false_negative": 0.10571702960225574, "mask_rcnn/false_positive": 0.10414924330315646, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 30.75, "time": 0.6993005070835352, "total_loss": 1.3483120780729223} {"data_time": 0.009604670107364655, "eta_seconds": 552.2124567171559, "iteration": 269199, "loss_fcos_cls": 0.16481259383726865, "loss_fcos_ctr": 0.6114342547953129, "loss_fcos_loc": 0.14674080966506153, "loss_mask": 0.22210209723562002, "loss_maskiou": 0.003410516532312613, "loss_sem_seg": 0.15992285264655948, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9150600468361948, "mask_rcnn/false_negative": 0.08594687710600102, "mask_rcnn/false_positive": 0.0884606889844888, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 24.75, "time": 0.6629825197160244, "total_loss": 1.3448215839016484} {"data_time": 0.012273170053958893, "eta_seconds": 538.7173359980807, "iteration": 269219, "loss_fcos_cls": 0.16463681717868894, "loss_fcos_ctr": 0.6125998077914119, "loss_fcos_loc": 0.1525464174337685, "loss_mask": 0.22071403497830033, "loss_maskiou": 0.0036001615117129404, "loss_sem_seg": 0.16147108795121312, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9233413230079144, "mask_rcnn/false_negative": 0.06807948418675565, "mask_rcnn/false_positive": 0.08239785445837775, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 22.25, "time": 0.6895472956821322, "total_loss": 1.3206845594791048} {"data_time": 0.00921334233134985, "eta_seconds": 524.514941454865, "iteration": 269239, "loss_fcos_cls": 0.16746536450227723, "loss_fcos_ctr": 0.6114045642316341, "loss_fcos_loc": 0.14922581979772076, "loss_mask": 0.22416142281144857, "loss_maskiou": 0.003973329816290061, "loss_sem_seg": 0.15927667915821075, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9062536443148688, "mask_rcnn/false_negative": 0.08834916506786336, "mask_rcnn/false_positive": 0.10584072776760699, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.75, "time": 0.6707560187205672, "total_loss": 1.3270790439783013} {"data_time": 0.010268846526741982, "eta_seconds": 510.4610525602475, "iteration": 269259, "loss_fcos_cls": 0.17262771644163877, "loss_fcos_ctr": 0.6133354865014553, "loss_fcos_loc": 0.1491761861834675, "loss_mask": 0.2289339224807918, "loss_maskiou": 0.00394696513103554, "loss_sem_seg": 0.16439293627627194, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8907686559472274, "mask_rcnn/false_negative": 0.09419178725368066, "mask_rcnn/false_positive": 0.1126395581002127, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 20.75, "time": 0.6691397977992892, "total_loss": 1.322960854894518} {"data_time": 0.010097892954945564, "eta_seconds": 497.191684987396, "iteration": 269279, "loss_fcos_cls": 0.17568383761681616, "loss_fcos_ctr": 0.6160096619278193, "loss_fcos_loc": 0.1621596864424646, "loss_mask": 0.24197547230869532, "loss_maskiou": 0.004016411043266999, "loss_sem_seg": 0.15834024909418076, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9022851169820154, "mask_rcnn/false_negative": 0.07859867647439524, "mask_rcnn/false_positive": 0.11473029469851478, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 26.75, "time": 0.6994305830448866, "total_loss": 1.3502662089922524} {"data_time": 0.009159818291664124, "eta_seconds": 483.2720751045272, "iteration": 269299, "loss_fcos_cls": 0.16783370554912835, "loss_fcos_ctr": 0.6145192040130496, "loss_fcos_loc": 0.1577239844482392, "loss_mask": 0.2340821516700089, "loss_maskiou": 0.00412343610150856, "loss_sem_seg": 0.16297024860978127, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8969839153193745, "mask_rcnn/false_negative": 0.09123567551693468, "mask_rcnn/false_positive": 0.09978507202984802, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 30.0, "time": 0.6697642467916012, "total_loss": 1.356303516884509} {"data_time": 0.010098456405103207, "eta_seconds": 469.37539438996464, "iteration": 269319, "loss_fcos_cls": 0.17133848130470142, "loss_fcos_ctr": 0.611033589579165, "loss_fcos_loc": 0.1442221108591184, "loss_mask": 0.2310099396854639, "loss_maskiou": 0.003940599832276348, "loss_sem_seg": 0.15768499567639083, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9056577988338192, "mask_rcnn/false_negative": 0.08330358447359965, "mask_rcnn/false_positive": 0.1347596605398154, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 30.5, "time": 0.658970688469708, "total_loss": 1.315554458880797} {"data_time": 0.011870792135596275, "eta_seconds": 455.35054756049067, "iteration": 269339, "loss_fcos_cls": 0.17321700252068695, "loss_fcos_ctr": 0.6125381891615689, "loss_fcos_loc": 0.1611434415099211, "loss_mask": 0.2416113903746009, "loss_maskiou": 0.004212138308503199, "loss_sem_seg": 0.1613524896092713, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8862918359779952, "mask_rcnn/false_negative": 0.10539470875943178, "mask_rcnn/false_positive": 0.1347478155603367, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.75, "time": 0.6984197236597538, "total_loss": 1.3626212541057612} {"data_time": 0.010121519677340984, "eta_seconds": 441.3366888491437, "iteration": 269359, "loss_fcos_cls": 0.1656381537904963, "loss_fcos_ctr": 0.611888927873224, "loss_fcos_loc": 0.1499310095096007, "loss_mask": 0.23699512146413326, "loss_maskiou": 0.00399024805665249, "loss_sem_seg": 0.15590462763793766, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9133022287862513, "mask_rcnn/false_negative": 0.08499037887152433, "mask_rcnn/false_positive": 0.10542927733981593, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 30.25, "time": 0.6727445712313056, "total_loss": 1.3207855029468192} {"data_time": 0.009981139563024044, "eta_seconds": 427.67258221283555, "iteration": 269379, "loss_fcos_cls": 0.17256482393713668, "loss_fcos_ctr": 0.6122648799791932, "loss_fcos_loc": 0.1472143477294594, "loss_mask": 0.22805075254291296, "loss_maskiou": 0.0038307224822347052, "loss_sem_seg": 0.17125323647633195, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896793439598061, "mask_rcnn/false_negative": 0.08637888298893683, "mask_rcnn/false_positive": 0.13194900192866674, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.0, "time": 0.70389723777771, "total_loss": 1.3310023449448636} {"data_time": 0.009530664421617985, "eta_seconds": 413.9503473425284, "iteration": 269399, "loss_fcos_cls": 0.17437079385854304, "loss_fcos_ctr": 0.6138361869379878, "loss_fcos_loc": 0.15724700619466603, "loss_mask": 0.2445229683071375, "loss_maskiou": 0.004071904913871549, "loss_sem_seg": 0.14922190527431667, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8776205936920223, "mask_rcnn/false_negative": 0.08254764296657274, "mask_rcnn/false_positive": 0.11596994518405532, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 29.0, "time": 0.6906603705137968, "total_loss": 1.3446042816867703} {"data_time": 0.010766645893454552, "eta_seconds": 400.5592219065875, "iteration": 269419, "loss_fcos_cls": 0.17499633342958987, "loss_fcos_ctr": 0.610890575684607, "loss_fcos_loc": 0.14436107967048883, "loss_mask": 0.2217731736600399, "loss_maskiou": 0.003943246936614742, "loss_sem_seg": 0.16038765897974372, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9157592532086726, "mask_rcnn/false_negative": 0.08100337951656857, "mask_rcnn/false_positive": 0.10749720511363947, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.0, "time": 0.7175407912582159, "total_loss": 1.3028527834067063} {"data_time": 0.010863877832889557, "eta_seconds": 386.7854346027598, "iteration": 269439, "loss_fcos_cls": 0.17387817287817597, "loss_fcos_ctr": 0.6095553413033485, "loss_fcos_loc": 0.15185343974735588, "loss_mask": 0.23608948104083538, "loss_maskiou": 0.0035273430949018802, "loss_sem_seg": 0.17269679764285684, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8952970229476926, "mask_rcnn/false_negative": 0.09325559313928238, "mask_rcnn/false_positive": 0.12682259809084767, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 31.75, "time": 0.7010704698041081, "total_loss": 1.3459409185961704} {"data_time": 0.00963024515658617, "eta_seconds": 372.9542385796085, "iteration": 269459, "loss_fcos_cls": 0.18048831803025678, "loss_fcos_ctr": 0.6123329494148493, "loss_fcos_loc": 0.15684123348910362, "loss_mask": 0.22962476266548038, "loss_maskiou": 0.0036932568400516175, "loss_sem_seg": 0.15573301305994391, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899542182944606, "mask_rcnn/false_negative": 0.09386809534972008, "mask_rcnn/false_positive": 0.13374042852066165, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 23.75, "time": 0.6785396281629801, "total_loss": 1.3338064322579157} {"data_time": 0.00998879224061966, "eta_seconds": 359.16665120143443, "iteration": 269479, "loss_fcos_cls": 0.16978972297511064, "loss_fcos_ctr": 0.6127026714384556, "loss_fcos_loc": 0.15149106195895, "loss_mask": 0.24332679761573672, "loss_maskiou": 0.004201465887945233, "loss_sem_seg": 0.15042696276213974, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8743693039156915, "mask_rcnn/false_negative": 0.10707202207089943, "mask_rcnn/false_positive": 0.13037354858124756, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.75, "time": 0.7087646834552288, "total_loss": 1.3407594653544948} {"data_time": 0.010588344186544418, "eta_seconds": 345.5150853674859, "iteration": 269499, "loss_fcos_cls": 0.1693109238985926, "loss_fcos_ctr": 0.6124195037409663, "loss_fcos_loc": 0.16222890396602452, "loss_mask": 0.23165905894711614, "loss_maskiou": 0.00360715387705568, "loss_sem_seg": 0.16473359568044543, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8893306015786105, "mask_rcnn/false_negative": 0.08015471738784602, "mask_rcnn/false_positive": 0.14091234377636389, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 22.5, "time": 0.690509001724422, "total_loss": 1.3236764531447989} {"data_time": 0.011013448238372803, "eta_seconds": 331.52652672771364, "iteration": 269519, "loss_fcos_cls": 0.16265583701897413, "loss_fcos_ctr": 0.6131540518254042, "loss_fcos_loc": 0.15147954475833103, "loss_mask": 0.24141573533415794, "loss_maskiou": 0.003678445198602276, "loss_sem_seg": 0.16083242651075125, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8926594824573665, "mask_rcnn/false_negative": 0.08771186482874277, "mask_rcnn/false_positive": 0.10258212473684072, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 24.75, "time": 0.6638147877529263, "total_loss": 1.3092780735896667} {"data_time": 0.011011125519871712, "eta_seconds": 318.17225437797606, "iteration": 269539, "loss_fcos_cls": 0.17164710158249363, "loss_fcos_ctr": 0.6121581718325615, "loss_fcos_loc": 0.15649461542489007, "loss_mask": 0.2363169975578785, "loss_maskiou": 0.004227080527925864, "loss_sem_seg": 0.19484473473858088, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970828352597534, "mask_rcnn/false_negative": 0.10119858663901644, "mask_rcnn/false_positive": 0.09687716586822963, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 36.75, "time": 0.6975089693441987, "total_loss": 1.357283424014895} {"data_time": 0.0109269293025136, "eta_seconds": 304.27002473082393, "iteration": 269559, "loss_fcos_cls": 0.1748784719966352, "loss_fcos_ctr": 0.6142889494076371, "loss_fcos_loc": 0.15945627144537866, "loss_mask": 0.2483760821633041, "loss_maskiou": 0.003662413375423057, "loss_sem_seg": 0.16641142405569553, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891996239489585, "mask_rcnn/false_negative": 0.10087762025200597, "mask_rcnn/false_positive": 0.12546176885524613, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.25, "time": 0.6902978299185634, "total_loss": 1.3665478209914} {"data_time": 0.009724771603941917, "eta_seconds": 290.4709306387231, "iteration": 269579, "loss_fcos_cls": 0.1735988245345652, "loss_fcos_ctr": 0.6123255528509617, "loss_fcos_loc": 0.15536247787531465, "loss_mask": 0.23804844822734594, "loss_maskiou": 0.004171923399553634, "loss_sem_seg": 0.16510925337206572, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881978034720381, "mask_rcnn/false_negative": 0.09012196577965442, "mask_rcnn/false_positive": 0.12091714021988946, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 27.0, "time": 0.7043643817305565, "total_loss": 1.3557024143156013} {"data_time": 0.010277124121785164, "eta_seconds": 276.9144393792376, "iteration": 269599, "loss_fcos_cls": 0.1780516438302584, "loss_fcos_ctr": 0.6138205304741859, "loss_fcos_loc": 0.14936021668836474, "loss_mask": 0.2356078908778727, "loss_maskiou": 0.004319809890148463, "loss_sem_seg": 0.16187743889167905, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9207975733834899, "mask_rcnn/false_negative": 0.07200881161081052, "mask_rcnn/false_positive": 0.10533557659343556, "roi_head/num_bg_samples": 36.25, "roi_head/num_fg_samples": 23.75, "time": 0.6962298518046737, "total_loss": 1.3439549812537734} {"data_time": 0.010018488392233849, "eta_seconds": 263.0454269852489, "iteration": 269619, "loss_fcos_cls": 0.1692144366679713, "loss_fcos_ctr": 0.6141909621655941, "loss_fcos_loc": 0.15821878798305988, "loss_mask": 0.23097717389464378, "loss_maskiou": 0.0038501897506648675, "loss_sem_seg": 0.15582500072196126, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9233470455786982, "mask_rcnn/false_negative": 0.07248005646366856, "mask_rcnn/false_positive": 0.08780257091714326, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 22.75, "time": 0.6822979850694537, "total_loss": 1.3357523339909676} {"data_time": 0.009597904980182648, "eta_seconds": 249.53320729918778, "iteration": 269639, "loss_fcos_cls": 0.1780990403785836, "loss_fcos_ctr": 0.6134855272248387, "loss_fcos_loc": 0.15727357962168753, "loss_mask": 0.23087859898805618, "loss_maskiou": 0.0038545518000319134, "loss_sem_seg": 0.15658436703961343, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8979843405293464, "mask_rcnn/false_negative": 0.082826372202943, "mask_rcnn/false_positive": 0.10745341614906832, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 24.5, "time": 0.701416140422225, "total_loss": 1.3666455277998466} {"data_time": 0.011020681820809841, "eta_seconds": 235.70865287818015, "iteration": 269659, "loss_fcos_cls": 0.18198123908950947, "loss_fcos_ctr": 0.6139500075951219, "loss_fcos_loc": 0.15227960736956447, "loss_mask": 0.2103786882944405, "loss_maskiou": 0.003690959136292804, "loss_sem_seg": 0.15844655339606106, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9068247164077441, "mask_rcnn/false_negative": 0.07407493961792955, "mask_rcnn/false_positive": 0.10956025583887713, "roi_head/num_bg_samples": 37.5, "roi_head/num_fg_samples": 29.0, "time": 0.6944086086004972, "total_loss": 1.333873571957156} {"data_time": 0.009457253850996494, "eta_seconds": 221.8840984571725, "iteration": 269679, "loss_fcos_cls": 0.17002504132688046, "loss_fcos_ctr": 0.611428284086287, "loss_fcos_loc": 0.14787690655793995, "loss_mask": 0.23632583767175674, "loss_maskiou": 0.0037763020663987845, "loss_sem_seg": 0.16178375098388642, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9154774228531992, "mask_rcnn/false_negative": 0.07437720691974478, "mask_rcnn/false_positive": 0.09462343686091587, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 22.5, "time": 0.7015748070552945, "total_loss": 1.3340433635985391} {"data_time": 0.010305404663085938, "eta_seconds": 207.74370622076094, "iteration": 269699, "loss_fcos_cls": 0.1702774983132258, "loss_fcos_ctr": 0.6142713250592351, "loss_fcos_loc": 0.15263922710437328, "loss_mask": 0.2272929409518838, "loss_maskiou": 0.0036623057203541975, "loss_sem_seg": 0.16071827593259513, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9078041689648833, "mask_rcnn/false_negative": 0.07566229699093956, "mask_rcnn/false_positive": 0.11018583341304142, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 27.0, "time": 0.6737757455557585, "total_loss": 1.315788672898634} {"data_time": 0.01055053435266018, "eta_seconds": 193.64520492125303, "iteration": 269719, "loss_fcos_cls": 0.1690569776110351, "loss_fcos_ctr": 0.6092828260734677, "loss_fcos_loc": 0.14929638884495944, "loss_mask": 0.2313943267799914, "loss_maskiou": 0.0038447075567091815, "loss_sem_seg": 0.16312770848162472, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8950443813889192, "mask_rcnn/false_negative": 0.09913197112815691, "mask_rcnn/false_positive": 0.10912592561004328, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 25.5, "time": 0.6577290296554565, "total_loss": 1.3235103956212697} {"data_time": 0.008814879693090916, "eta_seconds": 179.99197906348854, "iteration": 269739, "loss_fcos_cls": 0.17805474810302258, "loss_fcos_ctr": 0.6104640327394009, "loss_fcos_loc": 0.15444365586154163, "loss_mask": 0.24464491847902536, "loss_maskiou": 0.00427626848249929, "loss_sem_seg": 0.14995484426617622, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8771662116842422, "mask_rcnn/false_negative": 0.10904757386284185, "mask_rcnn/false_positive": 0.12371778966465843, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 32.0, "time": 0.6975627467036247, "total_loss": 1.332327186515613} {"data_time": 0.010355495847761631, "eta_seconds": 165.93722054641694, "iteration": 269759, "loss_fcos_cls": 0.1749256676994264, "loss_fcos_ctr": 0.6117311306297779, "loss_fcos_loc": 0.15066255303099751, "loss_mask": 0.22277190815657377, "loss_maskiou": 0.0038495418848469853, "loss_sem_seg": 0.15320652240188792, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8979367381790851, "mask_rcnn/false_negative": 0.08279743052579486, "mask_rcnn/false_positive": 0.09930256646202192, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 20.0, "time": 0.6670112544670701, "total_loss": 1.3303233857732266} {"data_time": 0.010388857685029507, "eta_seconds": 152.24759165477008, "iteration": 269779, "loss_fcos_cls": 0.18290851218625903, "loss_fcos_ctr": 0.6103329584002495, "loss_fcos_loc": 0.14583422034047544, "loss_mask": 0.22853034548461437, "loss_maskiou": 0.003551769670593785, "loss_sem_seg": 0.16025019506923854, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8931747722114404, "mask_rcnn/false_negative": 0.08691662042566956, "mask_rcnn/false_positive": 0.12468490240000912, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 28.75, "time": 0.6992556629702449, "total_loss": 1.3538115424162243} {"data_time": 0.01033274456858635, "eta_seconds": 138.61451261211187, "iteration": 269799, "loss_fcos_cls": 0.17372038308531046, "loss_fcos_ctr": 0.6134084882214665, "loss_fcos_loc": 0.15709630690980703, "loss_mask": 0.23931616265326738, "loss_maskiou": 0.004036459780763835, "loss_sem_seg": 0.15023240447044373, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8959871935889377, "mask_rcnn/false_negative": 0.09966608501028565, "mask_rcnn/false_positive": 0.11490077592733698, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 24.5, "time": 0.6959129897877574, "total_loss": 1.3331480972738063} {"data_time": 0.009539928287267685, "eta_seconds": 124.73232060763985, "iteration": 269819, "loss_fcos_cls": 0.17300613864790648, "loss_fcos_ctr": 0.6133563686162233, "loss_fcos_loc": 0.15237167396117002, "loss_mask": 0.24615002190694213, "loss_maskiou": 0.004064278458827175, "loss_sem_seg": 0.17094598012045026, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8922345724003887, "mask_rcnn/false_negative": 0.09624116740919193, "mask_rcnn/false_positive": 0.11048830740958071, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 27.75, "time": 0.697154383175075, "total_loss": 1.3692695798581553} {"data_time": 0.009781262837350368, "eta_seconds": 110.94974374491721, "iteration": 269839, "loss_fcos_cls": 0.1793026477098465, "loss_fcos_ctr": 0.6138232843950391, "loss_fcos_loc": 0.15375089272856712, "loss_mask": 0.23104152455925941, "loss_maskiou": 0.0033138499784399755, "loss_sem_seg": 0.1696020517265424, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8934702835579027, "mask_rcnn/false_negative": 0.08738738758346012, "mask_rcnn/false_positive": 0.11640394940431299, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 28.5, "time": 0.6944628274068236, "total_loss": 1.3418166865758394} {"data_time": 0.010969912633299828, "eta_seconds": 97.16716688219458, "iteration": 269859, "loss_fcos_cls": 0.176680400618352, "loss_fcos_ctr": 0.6125293346121907, "loss_fcos_loc": 0.1521985509316437, "loss_mask": 0.22083592088893056, "loss_maskiou": 0.0037278975796652958, "loss_sem_seg": 0.1528659842442721, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.913960814349953, "mask_rcnn/false_negative": 0.07811239690642516, "mask_rcnn/false_positive": 0.09796038457877254, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 24.75, "time": 0.6925420444458723, "total_loss": 1.313311858848465} {"data_time": 0.00998604390770197, "eta_seconds": 83.40459080971777, "iteration": 269879, "loss_fcos_cls": 0.17287364462390542, "loss_fcos_ctr": 0.6120560644194484, "loss_fcos_loc": 0.1525780038209632, "loss_mask": 0.24240301549434662, "loss_maskiou": 0.003757960756047396, "loss_sem_seg": 0.17900830158032477, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9041931034371303, "mask_rcnn/false_negative": 0.09385455812365759, "mask_rcnn/false_positive": 0.10957802648956132, "roi_head/num_bg_samples": 40.5, "roi_head/num_fg_samples": 18.5, "time": 0.6974643534049392, "total_loss": 1.3625708002255124} {"data_time": 0.010004413314163685, "eta_seconds": 69.65206852648407, "iteration": 269899, "loss_fcos_cls": 0.17083408392500132, "loss_fcos_ctr": 0.614319508895278, "loss_fcos_loc": 0.1548762870952487, "loss_mask": 0.23424315406009555, "loss_maskiou": 0.003504845062707318, "loss_sem_seg": 0.16360609186813235, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8969138198757765, "mask_rcnn/false_negative": 0.10080237728341711, "mask_rcnn/false_positive": 0.08485758671775401, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 22.5, "time": 0.6981121357530355, "total_loss": 1.3575667756304028} {"data_time": 0.009247765876352787, "eta_seconds": 55.77143097203225, "iteration": 269919, "loss_fcos_cls": 0.16938553005456924, "loss_fcos_ctr": 0.6109314374625683, "loss_fcos_loc": 0.14543651789426804, "loss_mask": 0.2344818962737918, "loss_maskiou": 0.003860634365992155, "loss_sem_seg": 0.1470517418347299, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8961930628353345, "mask_rcnn/false_negative": 0.10332729067010876, "mask_rcnn/false_positive": 0.11150385810685623, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 34.75, "time": 0.6780831171199679, "total_loss": 1.3079973223902925} {"data_time": 0.010215377435088158, "eta_seconds": 41.91073052491993, "iteration": 269939, "loss_fcos_cls": 0.17822093795984983, "loss_fcos_ctr": 0.6136560938321054, "loss_fcos_loc": 0.15856868668925017, "loss_mask": 0.2427818262949586, "loss_maskiou": 0.004262328988261288, "loss_sem_seg": 0.16180386766791344, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942622106982328, "mask_rcnn/false_negative": 0.09473597653880977, "mask_rcnn/false_positive": 0.12420995636223173, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.25, "time": 0.6775522325187922, "total_loss": 1.3555887474249175} {"data_time": 0.011484879069030285, "eta_seconds": 28.195466642268002, "iteration": 269959, "loss_fcos_cls": 0.17924225062597543, "loss_fcos_ctr": 0.6123483097180724, "loss_fcos_loc": 0.14634766260860488, "loss_mask": 0.22836572211235762, "loss_maskiou": 0.004002466606834787, "loss_sem_seg": 0.17276256415061653, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9021108443377351, "mask_rcnn/false_negative": 0.08071734546029416, "mask_rcnn/false_positive": 0.11197519683401794, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.25, "time": 0.6992632718756795, "total_loss": 1.3701623981378361} {"data_time": 0.009971982799470425, "eta_seconds": 14.45127225201577, "iteration": 269979, "loss_fcos_cls": 0.185654345783405, "loss_fcos_ctr": 0.6111761583015323, "loss_fcos_loc": 0.15562937984941527, "loss_mask": 0.2412315267138183, "loss_maskiou": 0.004088937188498676, "loss_sem_seg": 0.1749522506725043, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8809284846095935, "mask_rcnn/false_negative": 0.09410658987061232, "mask_rcnn/false_positive": 0.1352427919046769, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.25, "time": 0.7231317134574056, "total_loss": 1.367295313415525} {"bbox/AP": 45.09505953249316, "bbox/AP-airplane": 71.63505509487014, "bbox/AP-apple": 24.91228000692224, "bbox/AP-backpack": 17.948656794074793, "bbox/AP-banana": 25.074650267906033, "bbox/AP-baseball bat": 32.17966601979453, "bbox/AP-baseball glove": 41.61909649694935, "bbox/AP-bear": 74.35627133727888, "bbox/AP-bed": 43.86176919551404, "bbox/AP-bench": 28.145449744022283, "bbox/AP-bicycle": 35.788800472428875, "bbox/AP-bird": 38.041358919210275, "bbox/AP-boat": 28.41318584741653, "bbox/AP-book": 15.757450442883075, "bbox/AP-bottle": 42.436324799805526, "bbox/AP-bowl": 43.58098003113701, "bbox/AP-broccoli": 26.029359219573184, "bbox/AP-bus": 68.9261277659651, "bbox/AP-cake": 40.96196324859526, "bbox/AP-car": 49.39410291111032, "bbox/AP-carrot": 22.33884517576552, "bbox/AP-cat": 72.7323177211889, "bbox/AP-cell phone": 40.71693928840632, "bbox/AP-chair": 33.93746637643459, "bbox/AP-clock": 51.409537722061096, "bbox/AP-couch": 48.9465664548948, "bbox/AP-cow": 62.3584258492331, "bbox/AP-cup": 47.051510938951665, "bbox/AP-dining table": 30.31775689145596, "bbox/AP-dog": 63.58846918001929, "bbox/AP-donut": 49.750813760996756, "bbox/AP-elephant": 69.10262588683717, "bbox/AP-fire hydrant": 72.21054161090278, "bbox/AP-fork": 39.25979761116757, "bbox/AP-frisbee": 68.00338547949181, "bbox/AP-giraffe": 71.92668844591397, "bbox/AP-hair drier": 4.9789362961026855, "bbox/AP-handbag": 19.02473995686837, "bbox/AP-horse": 60.13947976601691, "bbox/AP-hot dog": 34.87357895067401, "bbox/AP-keyboard": 50.48731573507141, "bbox/AP-kite": 45.694128170785305, "bbox/AP-knife": 21.558270432778045, "bbox/AP-laptop": 63.41777338526049, "bbox/AP-microwave": 58.279227708233336, "bbox/AP-motorcycle": 48.71573823190212, "bbox/AP-mouse": 61.641996654867256, "bbox/AP-orange": 33.62659196897273, "bbox/AP-oven": 37.80607530186662, "bbox/AP-parking meter": 49.5574941861137, "bbox/AP-person": 58.83908101167965, "bbox/AP-pizza": 54.93212355850828, "bbox/AP-potted plant": 31.158930264629763, "bbox/AP-refrigerator": 59.915509195195604, "bbox/AP-remote": 38.215676633603536, "bbox/AP-sandwich": 35.8768067139156, "bbox/AP-scissors": 30.93839903401757, "bbox/AP-sheep": 58.92268865584214, "bbox/AP-sink": 43.42666292293338, "bbox/AP-skateboard": 56.82974263622549, "bbox/AP-skis": 25.300872457269776, "bbox/AP-snowboard": 36.14007349006792, "bbox/AP-spoon": 18.65319158293719, "bbox/AP-sports ball": 48.6061128333614, "bbox/AP-stop sign": 65.93772598177985, "bbox/AP-suitcase": 44.16242501651902, "bbox/AP-surfboard": 39.2375391302579, "bbox/AP-teddy bear": 51.611533496897856, "bbox/AP-tennis racket": 52.44675228705608, "bbox/AP-tie": 35.61878954272203, "bbox/AP-toaster": 45.85918591859186, "bbox/AP-toilet": 65.68664827556346, "bbox/AP-toothbrush": 26.514436867692343, "bbox/AP-traffic light": 29.353415552605295, "bbox/AP-train": 69.18191164603965, "bbox/AP-truck": 41.03195206598231, "bbox/AP-tv": 60.29505267778713, "bbox/AP-umbrella": 43.865645937365954, "bbox/AP-vase": 42.28903899986083, "bbox/AP-wine glass": 41.64275926904991, "bbox/AP-zebra": 72.59849518880209, "bbox/AP50": 63.82719765120519, "bbox/AP75": 48.80138566778732, "bbox/APl": 57.96651367530185, "bbox/APm": 48.43261505630387, "bbox/APs": 27.916513694996247, "data_time": 0.010797280818223953, "eta_seconds": 0.6889031296595931, "iteration": 269999, "loss_fcos_cls": 0.1739941663108766, "loss_fcos_ctr": 0.6124063031747937, "loss_fcos_loc": 0.14949310629162937, "loss_mask": 0.2410061452537775, "loss_maskiou": 0.004114228977414314, "loss_sem_seg": 0.17184698779601604, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8834591347368155, "mask_rcnn/false_negative": 0.09221758432469376, "mask_rcnn/false_positive": 0.1204350528393896, "panoptic_seg/PQ": 45.40295765978624, "panoptic_seg/PQ_st": 35.37057287529185, "panoptic_seg/PQ_th": 52.049412579513756, "panoptic_seg/RQ": 54.61143606786813, "panoptic_seg/RQ_st": 44.0928505881519, "panoptic_seg/RQ_th": 61.579998948180126, "panoptic_seg/SQ": 80.72468087346876, "panoptic_seg/SQ_st": 77.81789992261403, "panoptic_seg/SQ_th": 82.65042325340988, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 25.5, "segm/AP": 40.55251157566547, "segm/AP-airplane": 56.28676743313225, "segm/AP-apple": 23.75360350603258, "segm/AP-backpack": 18.142309824543716, "segm/AP-banana": 20.055688701193834, "segm/AP-baseball bat": 26.84150079712268, "segm/AP-baseball glove": 42.141784041042676, "segm/AP-bear": 72.58533121677392, "segm/AP-bed": 36.57590596278563, "segm/AP-bench": 20.355178784221877, "segm/AP-bicycle": 23.033049770649463, "segm/AP-bird": 31.18420745008154, "segm/AP-boat": 26.258569121049753, "segm/AP-book": 10.645321421079696, "segm/AP-bottle": 40.23966125770142, "segm/AP-bowl": 40.25777026825608, "segm/AP-broccoli": 23.413857826291682, "segm/AP-bus": 66.55105170555875, "segm/AP-cake": 40.06012651363744, "segm/AP-car": 44.825103022315524, "segm/AP-carrot": 20.06587375350803, "segm/AP-cat": 70.53365524029452, "segm/AP-cell phone": 37.701402392320105, "segm/AP-chair": 24.869476205484847, "segm/AP-clock": 52.040074238435416, "segm/AP-couch": 43.00037667065125, "segm/AP-cow": 51.97036794362685, "segm/AP-cup": 46.07093996737839, "segm/AP-dining table": 18.401658737645963, "segm/AP-dog": 60.229744087293426, "segm/AP-donut": 48.40773184096824, "segm/AP-elephant": 62.467823633258554, "segm/AP-fire hydrant": 68.15754983173716, "segm/AP-fork": 20.54910983748269, "segm/AP-frisbee": 63.67886869414379, "segm/AP-giraffe": 55.40438022766945, "segm/AP-hair drier": 1.2307269459243158, "segm/AP-handbag": 17.419939768195096, "segm/AP-horse": 44.39160387106282, "segm/AP-hot dog": 30.722259941940557, "segm/AP-keyboard": 50.2578681430106, "segm/AP-kite": 34.32880465829131, "segm/AP-knife": 15.989536269854252, "segm/AP-laptop": 61.9479930973899, "segm/AP-microwave": 59.34536022632504, "segm/AP-motorcycle": 37.48648109071127, "segm/AP-mouse": 60.88618274116519, "segm/AP-orange": 32.753178889142816, "segm/AP-oven": 33.27856454618947, "segm/AP-parking meter": 50.75322748251349, "segm/AP-person": 50.81571818341013, "segm/AP-pizza": 53.33125302776891, "segm/AP-potted plant": 25.327834056148586, "segm/AP-refrigerator": 60.52238795540207, "segm/AP-remote": 35.605643194703454, "segm/AP-sandwich": 36.80950189643003, "segm/AP-scissors": 22.528997960204045, "segm/AP-sheep": 49.9323610577949, "segm/AP-sink": 39.688150587403186, "segm/AP-skateboard": 38.07500896224497, "segm/AP-skis": 4.835240913758817, "segm/AP-snowboard": 24.066211338081356, "segm/AP-spoon": 13.308745513771814, "segm/AP-sports ball": 47.453745312951725, "segm/AP-stop sign": 63.33162542205821, "segm/AP-suitcase": 45.73050289500128, "segm/AP-surfboard": 34.66665143527992, "segm/AP-teddy bear": 47.73894533399435, "segm/AP-tennis racket": 57.95962556757919, "segm/AP-tie": 34.19651532531458, "segm/AP-toaster": 52.34767174196413, "segm/AP-toilet": 63.20493031862138, "segm/AP-toothbrush": 19.61135881599706, "segm/AP-traffic light": 28.104206365096633, "segm/AP-train": 65.4782101839936, "segm/AP-truck": 39.634784806054505, "segm/AP-tv": 61.61492450506139, "segm/AP-umbrella": 49.620721933328035, "segm/AP-vase": 40.02669556441106, "segm/AP-wine glass": 38.16655618078839, "segm/AP-zebra": 62.91865010153539, "segm/AP50": 60.379552616573186, "segm/AP75": 44.35148321082846, "segm/APl": 56.824811132763934, "segm/APm": 43.73336702377754, "segm/APs": 20.8664001013881, "sem_seg/fwIoU": 71.414706882198, "sem_seg/mACC": 58.64219982383142, "sem_seg/mIoU": 46.16325472471654, "sem_seg/pACC": 82.21259710573861, "time": 0.7064599255099893, "total_loss": 1.3463534175243694}